From d23a60305884eca6028da88409aaa9d76c3b7df6 Mon Sep 17 00:00:00 2001
From: pancetta <pancetta@users.noreply.github.com>
Date: Mon, 20 Nov 2023 09:02:10 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20Parallel?=
 =?UTF-8?q?-in-Time/pySDC@f05aed239548f631ab4e41f327dc1f3e34f211fc=20?=
 =?UTF-8?q?=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .doctrees/environment.pickle                  |  Bin 11250913 -> 11263972 bytes
 .doctrees/projects/Hamiltonian.doctree        |  Bin 69240 -> 69240 bytes
 .doctrees/projects/doc_fput.doctree           |  Bin 21155 -> 21155 bytes
 .../projects/doc_matrixPFASST_matrix.doctree  |  Bin 29640 -> 29640 bytes
 .../doc_matrixPFASST_propagator.doctree       |  Bin 27770 -> 27770 bytes
 .doctrees/projects/matrixPFASST.doctree       |  Bin 59137 -> 59137 bytes
 ...ence_controller_classes.adaptivity.doctree |  Bin 246567 -> 253631 bytes
 .doctrees/tutorial/doc_step_1_A.doctree       |  Bin 7503 -> 7503 bytes
 .doctrees/tutorial/doc_step_1_B.doctree       |  Bin 16851 -> 16851 bytes
 .doctrees/tutorial/doc_step_1_D.doctree       |  Bin 16434 -> 16434 bytes
 .doctrees/tutorial/doc_step_2_A.doctree       |  Bin 8321 -> 8321 bytes
 .doctrees/tutorial/doc_step_2_B.doctree       |  Bin 13188 -> 13188 bytes
 .doctrees/tutorial/doc_step_2_C.doctree       |  Bin 25093 -> 25093 bytes
 .doctrees/tutorial/doc_step_3_A.doctree       |  Bin 12522 -> 12522 bytes
 .doctrees/tutorial/doc_step_3_B.doctree       |  Bin 22251 -> 22251 bytes
 .doctrees/tutorial/doc_step_3_C.doctree       |  Bin 11436 -> 11436 bytes
 .doctrees/tutorial/doc_step_4_C.doctree       |  Bin 13760 -> 13760 bytes
 .doctrees/tutorial/doc_step_4_D.doctree       |  Bin 16418 -> 16418 bytes
 .doctrees/tutorial/doc_step_7_A.doctree       |  Bin 21925 -> 21925 bytes
 .doctrees/tutorial/doc_step_7_B.doctree       |  Bin 18008 -> 18008 bytes
 .doctrees/tutorial/doc_step_7_C.doctree       |  Bin 19382 -> 19382 bytes
 .doctrees/tutorial/doc_step_8_B.doctree       |  Bin 18433 -> 18433 bytes
 .doctrees/tutorial/doc_step_8_C.doctree       |  Bin 39199 -> 39199 bytes
 .doctrees/tutorial/step_1.doctree             |  Bin 59247 -> 59247 bytes
 .doctrees/tutorial/step_2.doctree             |  Bin 59494 -> 59494 bytes
 .doctrees/tutorial/step_3.doctree             |  Bin 57834 -> 57834 bytes
 .doctrees/tutorial/step_4.doctree             |  Bin 62581 -> 62581 bytes
 .doctrees/tutorial/step_7.doctree             |  Bin 66769 -> 66769 bytes
 .doctrees/tutorial/step_8.doctree             |  Bin 71923 -> 71923 bytes
 _images/convergence.png                       |  Bin 17678 -> 17655 bytes
 _images/fput_hamiltonian.png                  |  Bin 32666 -> 32593 bytes
 _images/full_solar_system_hamiltonian.png     |  Bin 63843 -> 63840 bytes
 _images/harmonic_hamiltonian.png              |  Bin 36738 -> 36730 bytes
 _images/henonheiles_hamiltonian.png           |  Bin 27526 -> 27524 bytes
 _images/iteration.png                         |  Bin 15847 -> 15863 bytes
 _images/outer_solar_system_hamiltonian.png    |  Bin 22610 -> 22616 bytes
 .../parallelSDC_preconditioner_vanderpol.png  |  Bin 16893 -> 16661 bytes
 _images/piline_hotrod_1procs.png              |  Bin 139650 -> 139822 bytes
 _images/piline_hotrod_4procs.png              |  Bin 133776 -> 133772 bytes
 _images/piline_hotrod_adaptive_1procs.png     |  Bin 155871 -> 155550 bytes
 _images/piline_hotrod_adaptive_4procs.png     |  Bin 150712 -> 150566 bytes
 _images/piline_solution_adaptive.png          |  Bin 61675 -> 61671 bytes
 _images/step_1_accuracy_test_coll.png         |  Bin 38235 -> 38227 bytes
 _images/step_1_accuracy_test_space.png        |  Bin 45442 -> 45449 bytes
 _images/step_8_residuals.png                  |  Bin 27314 -> 27259 bytes
 _images/timings_SDC_variants_Fisher.png       |  Bin 9890 -> 9892 bytes
 _images/timings_SDC_variants_GrayScott.png    |  Bin 10452 -> 10439 bytes
 .../adaptive_collocation.html                 |    5 -
 .../adaptivity.html                           |   96 +-
 .../estimate_polynomial_error.html            |   21 +-
 coverage/coverage-badge.svg                   |    2 +-
 coverage/d_020efe120a771d8a_fput_py.html      |    4 +-
 ...1d8a_hamiltonian_and_energy_output_py.html |    4 +-
 ...20efe120a771d8a_hamiltonian_output_py.html |    4 +-
 ...0efe120a771d8a_harmonic_oscillator_py.html |    4 +-
 ...d_020efe120a771d8a_simple_problems_py.html |    4 +-
 .../d_020efe120a771d8a_solar_system_py.html   |    4 +-
 ...20efe120a771d8a_stop_at_error_hook_py.html |    4 +-
 .../d_064a9f2a35945611_FaultHooks_py.html     |    4 +-
 ...4a9f2a35945611_generate_statistics_py.html |    4 +-
 ...2a35945611_implicit_sweeper_faults_py.html |    4 +-
 ...a9f2a35945611_visualization_helper_py.html |    4 +-
 .../d_0a363dd8c140c711_HookClass_DAE_py.html  |    4 +-
 .../d_0a363dd8c140c711_ProblemDAE_py.html     |    4 +-
 .../d_0c21c203c9df60ee_AllenCahn_dump_py.html |    4 +-
 ...9df60ee_AllenCahn_monitor_and_dump_py.html |    4 +-
 ...0c21c203c9df60ee_AllenCahn_monitor_py.html |    4 +-
 ...f60ee_run_simple_forcing_benchmark_py.html |    4 +-
 ...ee_run_simple_forcing_verification_py.html |    4 +-
 ...9df60ee_run_temp_forcing_benchmark_py.html |    4 +-
 ...9df60ee_run_temp_forcing_realistic_py.html |    4 +-
 ...9df60ee_run_temp_forcing_reference_py.html |    4 +-
 ...60ee_run_temp_forcing_verification_py.html |    4 +-
 coverage/d_0c21c203c9df60ee_visualize_py.html |    4 +-
 .../d_0c21c203c9df60ee_visualize_temp_py.html |    4 +-
 ...34c630be51b75_DiscontinuousTestDAE_py.html |    4 +-
 .../d_0eb34c630be51b75_WSCC9BusSystem_py.html |    4 +-
 .../d_0eb34c630be51b75_simple_DAE_py.html     |    4 +-
 ...b34c630be51b75_synchronous_machine_py.html |    4 +-
 ...34c630be51b75_transistor_amplifier_py.html |    4 +-
 ...ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html |    4 +-
 ...c7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html |    4 +-
 ...1ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html |    4 +-
 ...5820e38ae7f8080_fully_implicit_DAE_py.html |    4 +-
 ...27a4b5236415_A_step_data_structure_py.html |    4 +-
 ...ee527a4b5236415_B_my_first_sweeper_py.html |    4 +-
 ...a4b5236415_C_using_pySDCs_frontend_py.html |    4 +-
 .../d_1f4fced1df9318f0_default_hook_py.html   |    4 +-
 ...9318f0_log_embedded_error_estimate_py.html |    4 +-
 .../d_1f4fced1df9318f0_log_errors_py.html     |    4 +-
 ...f0_log_extrapolated_error_estimate_py.html |    4 +-
 .../d_1f4fced1df9318f0_log_restarts_py.html   |    4 +-
 .../d_1f4fced1df9318f0_log_solution_py.html   |    4 +-
 .../d_1f4fced1df9318f0_log_step_size_py.html  |    4 +-
 coverage/d_1f4fced1df9318f0_log_work_py.html  |    4 +-
 coverage/d_3017878c2b4bc866_cupy_mesh_py.html |    4 +-
 .../d_3017878c2b4bc866_fenics_mesh_py.html    |    4 +-
 coverage/d_3017878c2b4bc866_mesh_py.html      |    4 +-
 coverage/d_3017878c2b4bc866_particles_py.html |    4 +-
 coverage/d_3017878c2b4bc866_petsc_vec_py.html |    4 +-
 ...327f90590a9d3ec6_SDC_timing_Fisher_py.html |    4 +-
 ...f90590a9d3ec6_SDC_timing_GrayScott_py.html |    4 +-
 ...9edbaf161c0a_A_visualize_residuals_py.html |    4 +-
 ...d_37e09edbaf161c0a_B_multistep_SDC_py.html |    4 +-
 ...9edbaf161c0a_C_iteration_estimator_py.html |    4 +-
 ...edbaf161c0a_HookClass_error_output_py.html |    4 +-
 ...compression_convergence_controller_py.html |    4 +-
 coverage/d_3a331a23ecfeca1c_order_py.html     |    4 +-
 .../d_41564483689e14fd_plot_helper_py.html    |    4 +-
 .../d_41564483689e14fd_problem_helper_py.html |    4 +-
 .../d_41564483689e14fd_pysdc_helper_py.html   |    4 +-
 .../d_41564483689e14fd_setup_helper_py.html   |    4 +-
 .../d_41564483689e14fd_stats_helper_py.html   |    4 +-
 ...d_41564483689e14fd_transfer_helper_py.html |    4 +-
 ...564483689e14fd_visualization_tools_py.html |    4 +-
 ...3371_fully_implicit_dae_playground_py.html |    4 +-
 ...83d310f553371_run_convergence_test_py.html |    4 +-
 ...ef83d310f553371_run_iteration_test_py.html |    4 +-
 ...371_synchronous_machine_playground_py.html |    4 +-
 .../d_5893b65af8042ae2_FDeigenvalues_py.html  |    4 +-
 coverage/d_5893b65af8042ae2_Lorenz_py.html    |  183 +-
 .../d_5893b65af8042ae2_Schroedinger_py.html   |  401 ++-
 .../d_5893b65af8042ae2_accuracy_check_py.html |    4 +-
 coverage/d_5893b65af8042ae2_advection_py.html |    4 +-
 ...65af8042ae2_collocation_adaptivity_py.html |    4 +-
 coverage/d_5893b65af8042ae2_dahlquist_py.html |    4 +-
 ...65af8042ae2_extrapolation_within_Q_py.html |    4 +-
 ...d_5893b65af8042ae2_fault_injection_py.html |    4 +-
 .../d_5893b65af8042ae2_fault_stats_py.html    | 2910 +++++++--------
 coverage/d_5893b65af8042ae2_heat_py.html      |    4 +-
 coverage/d_5893b65af8042ae2_hook_py.html      |    4 +-
 .../d_5893b65af8042ae2_paper_plots_py.html    | 1068 +++---
 coverage/d_5893b65af8042ae2_piline_py.html    |    4 +-
 coverage/d_5893b65af8042ae2_quench_py.html    | 1087 +++---
 .../d_5893b65af8042ae2_strategies_py.html     | 3206 ++++++++++-------
 coverage/d_5893b65af8042ae2_sweepers_py.html  |   14 +-
 coverage/d_5893b65af8042ae2_vdp_py.html       |  746 ++--
 .../d_5893b65af8042ae2_work_precision_py.html | 2859 ++++++++-------
 ...ticAdvection_1D_FD_imex_multiscale_py.html |    4 +-
 ...0ee0c9d7735ef11_HookClass_acoustic_py.html |    4 +-
 ...e0c9d7735ef11_HookClass_boussinesq_py.html |    4 +-
 ...d_60ee0c9d7735ef11_plot_dispersion_py.html |    4 +-
 .../d_60ee0c9d7735ef11_plot_stab_vs_k_py.html |    4 +-
 .../d_60ee0c9d7735ef11_plot_stability_py.html |    4 +-
 ...9d7735ef11_plot_stifflimit_specrad_py.html |    4 +-
 ...35ef11_plotgmrescounter_boussinesq_py.html |    4 +-
 ...9d7735ef11_runconvergence_acoustic_py.html |    4 +-
 ...735ef11_rungmrescounter_boussinesq_py.html |    4 +-
 ...0c9d7735ef11_runitererror_acoustic_py.html |    4 +-
 ...c9d7735ef11_runmultiscale_acoustic_py.html |    4 +-
 .../d_66292b4c3b6b9cb6_battery_model_py.html  |    4 +-
 .../d_66292b4c3b6b9cb6_buck_model_py.html     |    4 +-
 ...b4c3b6b9cb6_discontinuous_test_ODE_py.html |    4 +-
 ..._66292b4c3b6b9cb6_estimation_check_py.html |    4 +-
 ...292b4c3b6b9cb6_hardcoded_solutions_py.html |    4 +-
 .../d_66292b4c3b6b9cb6_piline_model_py.html   |    4 +-
 ..._66292b4c3b6b9cb6_switch_estimator_py.html |   22 +-
 ...716c1644203275a5_BaseTransfer_mass_py.html |    4 +-
 ...16c1644203275a5_TransferFenicsMesh_py.html |    4 +-
 ...16c1644203275a5_TransferMesh_FFT2D_py.html |    4 +-
 ..._716c1644203275a5_TransferMesh_FFT_py.html |    4 +-
 ...6c1644203275a5_TransferMesh_MPIFFT_py.html |    4 +-
 ...1644203275a5_TransferMesh_NoCoarse_py.html |    4 +-
 .../d_716c1644203275a5_TransferMesh_py.html   |    4 +-
 ...716c1644203275a5_TransferPETScDMDA_py.html |    4 +-
 ...03275a5_TransferParticles_NoCoarse_py.html |    4 +-
 ..._73a9842ab7402c4a_PFASST_conv_Linf_py.html |    4 +-
 ...73a9842ab7402c4a_PFASST_conv_tests_py.html |    4 +-
 .../d_73a9842ab7402c4a_conv_test_to0_py.html  |    4 +-
 ...d_73a9842ab7402c4a_conv_test_toinf_py.html |    4 +-
 ...ab7402c4a_smoother_specrad_heatmap_py.html |    4 +-
 ...d_73bf12c1262fa441_equidistant_RDC_py.html |    4 +-
 ...2fa441_vanderpol_MLSDC_PFASST_test_py.html |    4 +-
 ...f12c1262fa441_vanderpol_error_test_py.html |    4 +-
 ...bf12c1262fa441_vanderpol_reference_py.html |    4 +-
 ...84641ea8e5a0_controller_MPI_scorep_py.html |    4 +-
 ...8e5a0_run_simple_forcing_benchmark_py.html |    4 +-
 coverage/d_74ce84641ea8e5a0_visualize_py.html |    4 +-
 ...b436a2656aaf131_AllenCahn_parallel_py.html |    4 +-
 ..._7b436a2656aaf131_BaseTransfer_MPI_py.html |    4 +-
 ..._7b436a2656aaf131_ErrReductionHook_py.html |    4 +-
 ...neralizedFisher_1D_FD_implicit_Jac_py.html |    4 +-
 ...656aaf131_Van_der_Pol_implicit_Jac_py.html |    4 +-
 ...rized_implicit_fixed_parallel_prec_py.html |    4 +-
 ...linearized_implicit_fixed_parallel_py.html |    4 +-
 ...af131_linearized_implicit_parallel_py.html |    4 +-
 .../d_7b436a2656aaf131_minimization_py.html   |    4 +-
 .../d_7b436a2656aaf131_newton_vs_sdc_py.html  |    4 +-
 ...36a2656aaf131_nonlinear_playground_py.html |    4 +-
 ...f131_preconditioner_playground_MPI_py.html |    4 +-
 ...56aaf131_preconditioner_playground_py.html |    4 +-
 ...d_850829697a149033_build2DFDMatrix_py.html |    4 +-
 ...697a149033_buildBoussinesq2DMatrix_py.html |    4 +-
 .../d_850829697a149033_buildFDMatrix_py.html  |    4 +-
 .../d_850829697a149033_helper_classes_py.html |    4 +-
 ...829697a149033_standard_integrators_py.html |    4 +-
 coverage/d_850829697a149033_unflatten_py.html |    4 +-
 .../d_8d0d803e4e125e5c_BaseTransfer_py.html   |    4 +-
 .../d_8d0d803e4e125e5c_Collocation_py.html    |    4 +-
 coverage/d_8d0d803e4e125e5c_Common_py.html    |    4 +-
 .../d_8d0d803e4e125e5c_Controller_py.html     |    4 +-
 ...803e4e125e5c_ConvergenceController_py.html |    4 +-
 coverage/d_8d0d803e4e125e5c_Errors_py.html    |    4 +-
 coverage/d_8d0d803e4e125e5c_Hooks_py.html     |    4 +-
 coverage/d_8d0d803e4e125e5c_Lagrange_py.html  |    4 +-
 coverage/d_8d0d803e4e125e5c_Level_py.html     |    4 +-
 coverage/d_8d0d803e4e125e5c_Nodes_py.html     |    4 +-
 coverage/d_8d0d803e4e125e5c_Problem_py.html   |    4 +-
 .../d_8d0d803e4e125e5c_SpaceTransfer_py.html  |    4 +-
 coverage/d_8d0d803e4e125e5c_Step_py.html      |    4 +-
 coverage/d_8d0d803e4e125e5c_Sweeper_py.html   |    4 +-
 ...3c837_AcousticAdvection_1D_FD_imex_py.html |    4 +-
 ..._AdvectionDiffusionEquation_1D_FFT_py.html |    4 +-
 ...7f8583c837_AdvectionEquation_ND_FD_py.html |    4 +-
 ...d_91faa57f8583c837_AllenCahn_1D_FD_py.html |    4 +-
 ...faa57f8583c837_AllenCahn_2D_FD_gpu_py.html |    4 +-
 ...d_91faa57f8583c837_AllenCahn_2D_FD_py.html |    4 +-
 ...aa57f8583c837_AllenCahn_2D_FFT_gpu_py.html |    4 +-
 ..._91faa57f8583c837_AllenCahn_2D_FFT_py.html |    4 +-
 ..._91faa57f8583c837_AllenCahn_MPIFFT_py.html |    4 +-
 ...a57f8583c837_AllenCahn_Temp_MPIFFT_py.html |    4 +-
 ...91faa57f8583c837_Auzinger_implicit_py.html |    4 +-
 coverage/d_91faa57f8583c837_Battery_py.html   |    4 +-
 ...a57f8583c837_Boussinesq_2D_FD_imex_py.html |    4 +-
 .../d_91faa57f8583c837_BuckConverter_py.html  |    4 +-
 ...aa57f8583c837_DiscontinuousTestODE_py.html |    4 +-
 ...faa57f8583c837_FastWaveSlowWave_0D_py.html |    4 +-
 ...a57f8583c837_FermiPastaUlamTsingou_py.html |    4 +-
 ...d_91faa57f8583c837_FullSolarSystem_py.html |    4 +-
 ...7_GeneralizedFisher_1D_FD_implicit_py.html |    4 +-
 ...583c837_GeneralizedFisher_1D_PETSc_py.html |    4 +-
 ...3c837_GrayScott_1D_FEniCS_implicit_py.html |    4 +-
 ...83c837_GrayScott_2D_PETSc_periodic_py.html |    4 +-
 ..._91faa57f8583c837_GrayScott_MPIFFT_py.html |    4 +-
 ...1faa57f8583c837_HarmonicOscillator_py.html |    4 +-
 ...atEquation_1D_FEniCS_matrix_forced_py.html |    4 +-
 ...HeatEquation_1D_FEniCS_weak_forced_py.html |    4 +-
 ...3c837_HeatEquation_2D_PETSc_forced_py.html |    4 +-
 ...7f8583c837_HeatEquation_ND_FD_CuPy_py.html |    4 +-
 ...1faa57f8583c837_HeatEquation_ND_FD_py.html |    4 +-
 .../d_91faa57f8583c837_HenonHeiles_py.html    |    4 +-
 ..._91faa57f8583c837_LogisticEquation_py.html |    4 +-
 coverage/d_91faa57f8583c837_Lorenz_py.html    |    4 +-
 ...3c837_NonlinearSchroedinger_MPIFFT_py.html |    4 +-
 ..._91faa57f8583c837_OuterSolarSystem_py.html |    4 +-
 .../d_91faa57f8583c837_PenningTrap_3D_py.html |    4 +-
 coverage/d_91faa57f8583c837_Piline_py.html    |    4 +-
 coverage/d_91faa57f8583c837_Quench_py.html    |    4 +-
 ...d_91faa57f8583c837_TestEquation_0D_py.html |    4 +-
 ...aa57f8583c837_Van_der_Pol_implicit_py.html |    4 +-
 ...rticityVelocity_2D_FEniCS_periodic_py.html |    4 +-
 .../d_91faa57f8583c837_generic_ND_FD_py.html  |    4 +-
 ...d_91faa57f8583c837_nonlinear_ODE_1_py.html |    4 +-
 ...7f8583c837_polynomial_test_problem_py.html |    4 +-
 ...0cdaf_A_spatial_transfer_operators_py.html |    4 +-
 ...e9889c0cdaf_B_multilevel_hierarchy_py.html |    4 +-
 .../d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html |    4 +-
 ...e9889c0cdaf_D_MLSDC_with_particles_py.html |    4 +-
 ...ae9889c0cdaf_PenningTrap_3D_coarse_py.html |    4 +-
 ...763f68ddb_A_run_non_MPI_controller_py.html |    4 +-
 ...f68ddb_B_odd_temporal_distribution_py.html |    4 +-
 ...f71763f68ddb_C_MPI_parallelization_py.html |    4 +-
 ...3f68ddb_playground_parallelization_py.html |    4 +-
 ...a81841eb75b92_A_getting_statistics_py.html |    4 +-
 ...5a81841eb75b92_B_adding_statistics_py.html |    4 +-
 ...a81841eb75b92_C_study_collocations_py.html |    4 +-
 ...5a81841eb75b92_HookClass_Particles_py.html |    4 +-
 ...1_A_multistep_multilevel_hierarchy_py.html |    4 +-
 ...f498bf4ac071_B_my_first_PFASST_run_py.html |    4 +-
 ...498bf4ac071_C_advection_and_PFASST_py.html |    4 +-
 ...cd9834ab6a_A_spatial_problem_setup_py.html |    4 +-
 ...d9834ab6a_B_spatial_accuracy_check_py.html |    4 +-
 ...34ab6a_C_collocation_problem_setup_py.html |    4 +-
 ...4ab6a_D_collocation_accuracy_check_py.html |    4 +-
 coverage/d_b9c274c7ffe3e178_Multistep_py.html |    4 +-
 ...c274c7ffe3e178_Runge_Kutta_Nystrom_py.html |    4 +-
 .../d_b9c274c7ffe3e178_Runge_Kutta_py.html    |    4 +-
 ...d_b9c274c7ffe3e178_boris_2nd_order_py.html |    4 +-
 coverage/d_b9c274c7ffe3e178_explicit_py.html  |    4 +-
 ...274c7ffe3e178_generic_implicit_MPI_py.html |    4 +-
 ..._b9c274c7ffe3e178_generic_implicit_py.html |    4 +-
 ...9c274c7ffe3e178_imex_1st_order_MPI_py.html |    4 +-
 ...c274c7ffe3e178_imex_1st_order_mass_py.html |    4 +-
 .../d_b9c274c7ffe3e178_imex_1st_order_py.html |    4 +-
 .../d_b9c274c7ffe3e178_multi_implicit_py.html |    4 +-
 coverage/d_b9c274c7ffe3e178_verlet_py.html    |    4 +-
 .../d_c032a2f084ee6f96_buildFDMatrix_py.html  |    4 +-
 ...c032a2f084ee6f96_buildWave1DMatrix_py.html |    4 +-
 ...2a2f084ee6f96_standard_integrators_py.html |    4 +-
 ...af68f8f845bbd_adaptive_collocation_py.html |   23 +-
 .../d_c28af68f8f845bbd_adaptivity_py.html     | 1584 ++++----
 ..._c28af68f8f845bbd_basic_restarting_py.html |    4 +-
 ...c28af68f8f845bbd_check_convergence_py.html |   14 +-
 ...8f845bbd_check_iteration_estimator_py.html |    4 +-
 coverage/d_c28af68f8f845bbd_crash_py.html     |   22 +-
 ...845bbd_estimate_contraction_factor_py.html |    4 +-
 ...8f8f845bbd_estimate_embedded_error_py.html |    4 +-
 ...45bbd_estimate_extrapolation_error_py.html |   14 +-
 ...8f845bbd_estimate_polynomial_error_py.html |  257 +-
 coverage/d_c28af68f8f845bbd_hotrod_py.html    |    4 +-
 .../d_c28af68f8f845bbd_inexactness_py.html    |   16 +-
 ...45bbd_interpolate_between_restarts_py.html |   14 +-
 ...c28af68f8f845bbd_spread_step_sizes_py.html |    4 +-
 ...c28af68f8f845bbd_step_size_limiter_py.html |    4 +-
 .../d_c28af68f8f845bbd_store_uold_py.html     |    4 +-
 ...0d80b_AllenCahn_contracting_circle_py.html |    4 +-
 ...cf9ddae6e6f0d80b_AllenCahn_monitor_py.html |    4 +-
 ..._cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html |    4 +-
 ...6f0d80b_visualize_pySDC_with_PETSc_py.html |    4 +-
 .../d_d6839539e65473f5_controller_MPI_py.html |    4 +-
 ...d6839539e65473f5_controller_nonMPI_py.html |    4 +-
 ...e65ba0b64d945c43_check_data_folder_py.html |    4 +-
 ...dharmonic_oscillator_run_stability_py.html |    4 +-
 ...a0b64d945c43_penningtrap_HookClass_py.html |    4 +-
 ...0b64d945c43_penningtrap_Simulation_py.html |    4 +-
 ...65ba0b64d945c43_penningtrap_params_py.html |    4 +-
 ..._penningtrap_run_Hamiltonian_error_py.html |    4 +-
 ...a0b64d945c43_penningtrap_run_error_py.html |    4 +-
 ...c43_penningtrap_run_work_precision_py.html |    4 +-
 ...7d7b94a3306_compare_to_matrixbased_py.html |    4 +-
 ...17d7b94a3306_compare_to_propagator_py.html |    4 +-
 ...7b94a3306_controller_matrix_nonMPI_py.html |    4 +-
 coverage/d_f7d64113b0673500_ac_fft_py.html    |    4 +-
 coverage/d_f7d64113b0673500_heat_py.html      |    4 +-
 coverage/index.html                           |  112 +-
 coverage/status.json                          |    2 +-
 genindex.html                                 |    4 +
 objects.inv                                   |  Bin 14924 -> 14947 bytes
 projects/Hamiltonian.html                     |    2 +-
 projects/doc_fput.html                        |    2 +-
 projects/doc_matrixPFASST_matrix.html         |   14 +-
 projects/doc_matrixPFASST_propagator.html     |   14 +-
 projects/matrixPFASST.html                    |   28 +-
 ...ergence_controller_classes.adaptivity.html |   25 +
 searchindex.js                                |    2 +-
 tutorial/doc_step_1_A.html                    |    2 +-
 tutorial/doc_step_1_B.html                    |    2 +-
 tutorial/doc_step_1_D.html                    |    2 +-
 tutorial/doc_step_2_A.html                    |    2 +-
 tutorial/doc_step_2_B.html                    |   22 +-
 tutorial/doc_step_2_C.html                    |   60 +-
 tutorial/doc_step_3_A.html                    |   10 +-
 tutorial/doc_step_3_B.html                    |   36 +-
 tutorial/doc_step_3_C.html                    |    4 +-
 tutorial/doc_step_4_C.html                    |    4 +-
 tutorial/doc_step_4_D.html                    |    4 +-
 tutorial/doc_step_7_A.html                    |   14 +-
 tutorial/doc_step_7_B.html                    |   12 +-
 tutorial/doc_step_7_C.html                    |   16 +-
 tutorial/doc_step_8_B.html                    |   12 +-
 tutorial/doc_step_8_C.html                    |   72 +-
 tutorial/step_1.html                          |    6 +-
 tutorial/step_2.html                          |   86 +-
 tutorial/step_3.html                          |   50 +-
 tutorial/step_4.html                          |    8 +-
 tutorial/step_7.html                          |   42 +-
 tutorial/step_8.html                          |   84 +-
 357 files changed, 8585 insertions(+), 7754 deletions(-)

diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index 6fc3a6bc61d4bc329e8daefa7f020cf20580a7f2..8301b7b993d056600735ce4f3644e3042274521f 100644
GIT binary patch
delta 1340313
zcmc${c|eoL_CDS>kN^n@2_dY3up~i5*+g(fa03wpT<R{M;)05})Lp^WT~zEKr?pzO
zt+p;ztZm<_Rngko)(vg#a$6Pmx>fDIso!&E5<u_0zx&_k_lIwu=giERGiPSbEO~>M
zzTK(3dT5ujX0;6}Q^S&2X@ZgUPRf%)q4bh6l;x!aK-{&pR==tWL+Q*uUAx4Nm^is8
zrpv?$6DF2aRdir^<6~KEiju{3RI@LV{6PQV+R(rXuc^;Xoj7@H;rQ4oQ;SOT6RIi#
zL}@UrHv4EQJi270^-AxSm6OgkC7E1W<#(Y^RbqZxRfP}KwpRPNR8?Tw06XaWP6$Ji
z$l@dIP~P7|M>*MsPD<9Tc_ie%G|s?Yk2JE?w&pA%J(3khc7enGQUvHfRhd}t6n`j~
z?G*}f2{Tme^(3Q9oBT9Zn&zi}%EDxJCaIm)vrA5|zP)>N?$@_RuXK3DUosn?Xm+>B
zlP6A|!saLVv)9`<gZsl0J=py&DL(opuF04<aom)uiWc1X`d^2;u}2+!!NV;1yLPFn
z$Y87Un=yS%IC~+gH99O33PzXenYMEX>)h3kO)mCh<<WXpn-D<O`p4&Yu6o*;t*R<a
zaA|<rBvrxgPGSB~uF14<r*vwgWLJ`Vu-6llpkQ-LGrN==0J)P}#X-KmWMK*2A|W(?
zWH5Uz$%pCVlw6Q{B|n(e#|Fdj$Vq;%@y38K_G(&)DwwwjF6|BR$7%{AC;3B7R;Lg}
z_r5USSF&=;>*kErD=Ip{>eR5-)h~x@;H+8ll{%v*qabwV%a|6-(lUbCro?Ae%CRLQ
zi)OIgb~v2I&9p#i+)P))(=BU*tq2rmzP`q6tg6rozm6#yUs^O7o!W|q8`LGwQYtEf
zAkXF&#G82kL3|v$-=aBNA8TQKQvA57kUFc2N~&U$iv1xD3c^`=zLITf-`Y!CI(cGo
z(TJ&2Vn<D%GQElwjPi&2n`>LJ*vJG)bX)1iW8Bb7zET=m+#Eu0Z1!e(&5TkawKb7_
z7iUr><YRBP;+?#4Xipt`&?O!^eKJeUCyKLzkrPMck1Bm`YL)O(64d?GN=@Eu%kD=t
ztA0Jji{*Aw!53!9L{%lVf!Y~S0S<@LK!E$ZM;a7-CPYH&Pi?{s6`l>|_wI@&IOfHk
z8D6Zu$RF+}&kCphMf-3n*&*+wtKBh9s#O{r+uS({YO^}&A;K*AsN(axR#oKk4usHV
z(LpS(TNIS<>SM+tt2-J36&1d$Ak&xSr<=t12yMMK)T63G)w^3-*X(XAxJ3xu3y`oE
ziXvg+{qEjkK!#>?x8am+DW<@;8E!~&IVoK`K3Y*>!nth1i4y?&m#0NwVlyTsG{ZVm
z0;E{U4wt&PMDl(MeKon6q9Pm~q$$JEwsclFDiZ2nOE$B-b{)WKmW=FvoD!;oB%^B*
zb_hGX&WE*Y>&XW}!TGUP>^^MJtK)s(QiP=$dk|@6KeeDK=Ebtp&>P+Tp#JN%2KIfN
z4@+&Xv_BOUlBz0<4el<SGIK&{{)mYs(`d4}w#KQ+U0%1(67JQcTe_xotAd>!4FTR2
zP2)mV(X^uR7*9K4=!k;)my$db6+Z0nMju601#D_R$`9%?CI$FbRd_cECb^R*4j*4M
zp$ZP8CtyQxwu!ZDZgfq?wu(tvH?&)r0)q_&$BhqX;(&)s9S#1z7`B{)Fn4T8-#%j}
zbaTWc7MkcTbrXGF9@q>=SBB`P@5e`=Tm4x<vK9Ro$ZC@#*pQaVY(p0%91f7I3de9y
z-B6-a;JBmUTxuxNvHZvYsK1bl9UF~y_=3K5YhM;0)64LbH(OUh{Ts=NI8|^)j++@F
z#$^htZ503)kEwjwWo)DVK`(4jPtwlHyGF8v_Q4W2uzJn72-Mn)RYv0oc_Y~mY73{D
zX{=*R@4_QXYUoSh-WV^NIIs^cKh#~28z?C$q(Z3~LE$hzDEDrW%+mVeoH36NgSz*}
z>AWh`jYX>}dI%>K^a}IgDlAlz!b`dIq7_GNHW^u6F`=2h!mCS8*KYYa-Scq)>DsRg
z+n?TC<>T_qGZjWCe_i3DC_cla3_oKeiPU29#7v$twW@d?i_U1P$|iYpK3Q31hDtS+
zxLpkUgUFYQbetD<ShY>5bSqv;5-VS$J%uJMNh}l;!$O`VtZx_rI3h)!S4r*<mu9*9
zScRlDNlXnnonu8LZf6^M_^C=Miys(1RT<go9x7EB@c_O8vHLw#Qd{<Wj}X->LNzVj
zEH+c6@*^J1LR$p531ww$aAue^o6XHMOJmsDOq<k+)n-PzuEvZwZ!L=AX3Vo^b5#Zv
zv_eZ+V^@U|ZUztk&^31rp?sTOi&7NtVTXGrsDddi7E%MGXh#i8Saeo|RL*j;tbtu9
zwQ&wmq!(rkWh=5mr2}kdmPLA<ox<lq_G4DKG>aLs!$LMtF;n9paBOr$Q4H4Eq0%-s
zDLYyMwm#b|MX`O^L8_Ki$Pe;T3`X{2wko(eai1ni_|z9VHZnu6AZZS3*(+Gu%zE~U
zkk+t?y#l3UY+0{hKP#2gH7Uu*$O(3^msMq?v{3eHtl81rflQNQle)3^9Dk`VE6wqN
zxOamM(qV))O(NwE<C<s@4^VMU-Pxg>7OuN7jRJKL)Fg&lM9O*=o7+uQL#0|^Fpkpj
z{ELZaH%tSQ$a|7K%FR?|Qkr9m=(k21U_-k|rR&=$#aW6I+!hrN_fI!dN*cDlPdf<R
z7!}A;dn=_0SW^hZRWuJ5+BUHVBZ6R~ExNs^a|Y>ktVwYnMf;0fpR?3HL!^$VYM|uF
zY6k~FZfckXDksIM;C_6ZO8Stc^zDh8oK&o9<E(fytM99lda?OqMNSXio{>)LaK{iY
zME#v2+$Y7uJ@-~hDFxft4oZtxX_)?5rD`l0M9Zu%+@F#dB#K3&&=G+z3=UD!R8C-(
z&nBtl#@wZ0y@EuWUTYMVk4+8|O&Y>F^^d0wO8;!Bf*tDLTbjs*j*5njk)D2PF<O>U
zEg1Sy^#F})mV+fb2Ea5{IvV>htCIzH5v~s5I5vN1G{lWc^Oe%k(>y(d_CjvZ>G#e`
zX%MAX5A0@O*9T^~K2Iw7CK8ug1L!BD8(8TerR#i>W3X-p_1|W=3wvKcw?{*zCNoHC
z$Icf;!~KW2?};6(lt%H2Fe=(a&eLQVZZ`~2KReqfWLvOwch~0}O=t#n6}|Mrm3EX-
zV29AYIbkC6A?(Z`sGs&?G^-z?l-@@lMbo|{7-H3Zl&YCnqN1BvwVv&37G+jo!_uU#
z?D4P`P-`3PEtC%@<#|c|pg%ddwaEAps~H{*wXY0~5Immk9+r*U*2lxTNGo{{q(Xr=
zZWlGKgQ@hTlxC1RpwLs~-pBoyxYhtU9~LTI=W_jV{(w6p@9J~Il_FORx40l{M6lqg
zY;{4JRKka2WxpbeFz!8PVH6ple8(sioNhl#>AJ%yFW6k=C$bixNNfUX+Ktr<r9HUY
zX`AC1E-&(O*x3886(>5z!w0Njc#d=&+uTPwLbl_oYGA1&l&T=iU6I4RxY2EVG+Q^K
zue1{<<6zeXq=$MWb=+D<k91%gM)sEc(Mi#On>ZtjD^jW$X~^RmO52u1@mWyETORuQ
z8b{0f;800%eHU{I^DB?7ahTr<eVrjCvBP77Xsat`N;Rnr;FGO#o6^;-cp(W|@%>Ff
zmq}{jjW<w;{eowbyvb%L>o8d<9mO%%)pZdi;QoTujkc)_R5SsL#yEVDkL?fQ=Rt>{
zSa^^Qi1&wsiZ>t}I|<u(c7~Vm@+53?kT|r2cADubgt=H-G`eS|51bw~Qz`AoLY<@l
zY)hQ$0J0$uheYMWnSLVsR<0wr+bqYB+r?*Y+;?CV>7&s}L6G`*R)}a{KU5*6Wo^jp
za27jGDNUv#EO%TK9#Lpo<DuL!+jOjUT)L#^Rp1WDQN<@LYkZb83}Z|X?&u7no|o9_
z34V~{Cb=t$-{ClT#vBhRnV>p8zl(@EpAxM$z2G5DM-<?mCd5-X=`2Vfl2ECLa;jV9
zJ94aYP)DBjM46_<LoyM9L){j7NWNT{jlx)tN)W|yv<lHFj%pBnMhI55F7uGqarjtE
zR;O{?=^Tp3bGTA3xwA790wAbUxrbEAHcf0WxR40Mepl`$^+p&fy~#^t`(O!0DGr2z
zOWmZGNydUoJ*1D>>QbY7ylCGDP7(z1Cc;We-J~{LoG8R*B!SXio_Gio*Yd<<k!T|V
zIUSa{NqOvHX;2w$2aCU?#~FH@qX+E=i@&1BJbHXhj~se@Ll4>&7Jo~Rsr2|4J!mIb
z{2e`L2Uz?)J!t1we4ZY(?<>AQ58CM!U!+HCdepm=;d48|OZ1>UUGZgl&~C2y3O(A=
z<0?I9FIRkx9<+-qzD|!adfcGLY<m1ak1_PPNsmtSxJ3`z&K2LLM>Bfdp$Bd0%8Kt2
zq#a%HkMyAZT=6}6?4iefdeEM(_yIkZ(Bmh1l+)v9deEM(_!oK%rN^)II6#lz=<zx|
zey7Jldi+6;S@igm9vis*e-ZSe$KUkWMvs5!0rYrCk0^RPqDM=5Jf=r;dOYKbkBx*R
zLURZy2yG_hLTC*kS3<`KDG6B#sa&5ad#3mVK{pc8Uar`k&_F^Sgt`$@6Y5JyL+CIe
zPeO@=w1m17(h=HC$cxZ=LV7~9gDW-=qP<(OH=&b+%8Udv3HlIvn~;f+hLA6z355Iz
zZ6f4Ph_++J0fas$6iBEep&&w@gv^9KBos`@LMVh#FG3bVBl-9XCD@;YVT4i$g%hGJ
zR&fNOXhK#(350BfWI}dAw2vx|Bs7FjGeT8_q6k$GYEEb(p=d(O2(>^|R-8q!B?+ey
ziXk+PP%NQzLUDu!5sD}D7NG<}v`;E-MQA>uL_#kRYE7sep(H}12qhCbO{fi_Eri;Z
z5qyqdJ3@9s?Fk(s)Pd0ZggO$MNhpQT3PPO-btRNai1swaX@ou^)R|B`p)Q0v6Y5H6
zC82JF2D{Ms>rQYV3DXJ9C6qxZhENYesf02Kl@RJl=siMNgmw_hCR9ME7oi@6atP7x
zqd1q)2ZZtn9VgVAP}vcJeFz2->Px7WP(MOD2|Y__0iphcIuIH_$e++aLbT;59z>{)
z&|pG+2n`|hE}@}>S`ivXD2Y(ME5*NRf(0a`T}5#rp*IK(Cv=q12ttbpjU;3sR75DB
z&?rL1ghmqzCp3o8Btl~e<q|3;w4cy8LIH@%ipLWiK*9-xwh}5Kw2RP0LZb<l66!~2
z5~0b2CKGBwXbK@6p{a!Qgq|bx3886(h7p=h=p{lk2)$EAa3;ZILbC{cN@zBr>4fGG
znnGwUp+G|O2o(|H19%moa+0+tG@p=((DQ_R3B5olme2x1afBA~_;-rnA`*T^XfdI6
zgq9FWBeayzctXnv^(3^MP$i)XLWP7@5b8~6C80M7ts)dbsFKjjgjN&!m{8V>1V<2L
zguDq=5o$wd4Iwk3YC?Mn0im^oULs^8^fIBmJ?Cb)x$qTzncKeF?Ymd2ReV)n=JuKI
z4$dMm^D;MMSHb3S*70S*vN^l(gJ4rR`>XJ6UT!&O>y8Mvlrzsi1=Dgi!oHK|%%L7#
z=JxCZL7(NUW#lfN_$p`div(-US;i^BwsZFJL%~Wp^A4%u<-$1g=p|TN&cdG)>=n+~
zI>G!XqAzp%{7XTFG2TB5Hk)T1r`yeyj^S)Z3&A>ZHmJK`t2v7<6s#F%%5uRnI6Jde
zuu#s1>=7)4BHA*yHYWt#!xP`TCs;6NGqmsU>X&e~BwDa?&c<g7)`hd$@q!KI?Ak8D
z4sbT~TftuEY+vFYuJa(WvSn^Rj}Y_(Ps~^%*euR|?DRg*x`DI59t-Bh*{)tPPus?s
zV#5cV0cWo_+s|1PXJ5Y|SWC{*j0bpHb7Ey~>LY?~<cS}QKFAa2aCT|)A<i~)X6SU7
zvo)OcSS{Ew&OXmR!qcprbvg49XMH)l{EJ{l&fec}oTm-stSmeK1gG6N{rxq;4s#av
zonVQa?aVsKb9U$K=%Uk{?dHt$lwb=v`|iGAi#gkDs^dA=bLL?>%UKO)^<`yWa5|Dx
z-4?-4a(4Ilmpm<#vjK;`<?L<Fws-oDGYw~v7X_QZS@ojtdD<q<_NJfbYzAlB!Y*+3
zIcF_`%j!Ap$myo!E1Y?9=6*}C4>^lmc$KGFIP3qnV7)kdb^0}))}ONt<F0d-!r5Z|
z4bH}L_Hd$LRh(t6zEQ>#qdD!;`v=YvINQ2YFqyN!@|!&EHO|~7-QsKrX9GNMb4DxU
zGPm4#!74cW_K{!{IlKDX9iDR;XP?>b?JlFJm&NJxzdYcH(>R+r;}_1xiGrI2OXn=5
z{#Twhh_l+z-#L4Wvw>ay;Ou$M+V%XCv-zB5ek0fmoNcXnxO;UOR^N`(P9HwvSx0g9
zaL!}SPII=i+cWQwp<6iXeNM3FID2-N#MA7YO>3p#>=0);zYF$0XYE%jdD=|QUU*f7
ztW3psXUp6+1bgtrt~~LV-?W?!=gi|39cLd2cHfJ$c+QqiF>uzIGbzWLvz46Pi!^dJ
zn6n!_1lz~i=Jz=(<2$%zZni8Ro;8Lie&J@~ES0mh=Y2UV;cU?)KhECcY?C^evmKm$
z`L$pLoXJZqJgo<31(Bhgy~x?{F9a+5fYZqv!+2s4XIBmjcAT@Xn}zeVBb<FUR<K&m
zdXz=*G{)J9R|VV2S>Er0Ef8s`R-Us1XY*bY%)gA&gBJy@<Lv&McAm8lXX$4IdzZ5t
zyCZp8E6yflHRCLaGuIyl8^GBqT@+7ygR^-ZnsauPv+A=gIa?&wzi&%oI5qIZ>G83g
z<#V=jxnRYd>G!tcY2lo`GcS>|Nt|ugwdO3Bv!u5K+s|2vDv75BaJFZHU|Yrd_wi*x
zU*d^obu!Poi?bW^1RKp+&A$Ze$JzQZZFtVfoQ*#ySPRasg|y{qI?g^?D43qJzfK7D
z2{K&&TKTu*S%>jNx1oZ)!<llbV9A{IT`t(CoF#4&Y&vI0KM-sRXX{Q07RZ^`Rl$ll
zTm6q<tB94k_497et8dQ}{hJA9;_Pro!F)N(?ju+%XO&|Fi{q@@Ji$(J_7fBAGtRuW
z3AT>2R}Kl5##z~%Zv-9B>EAyJ)|0b?t{u2(m7KLR3s%Tk^8~?qbM||>U~h6(Rw!5m
zXJ5?_>}AeYtr6^F&Zd`b7jy)tdA|$h&Dpe+j=cIdoc&QQn3=P;jtjPzvo}3bc+Rz)
z^~w~?##z`h!SXm8_Zer;Rd|jpDlIA*$v#;$MpCoz#Zjzuv4yQ$9Kw1own-K^eAL~<
z>K1FIXW50t9i>;9c}a}anx#|+v-?Xu*}Ww}Z0eGMk`?kw-Gkv!iMu-sTNcME*0g44
zmbGAc%UZDmOM@9KwKF4Y$962Uvxmz<B^&6A-9tqF+@%4m_mXg_IXozJr!StV(lE%~
z>!x9fbuk{5{H|+NRWsD+2ao&p@L=W&4ZTW`dfz>qeX+bb+qvBCQdwMz#s$NV58b_x
zgt37YNv!P(PxeZMk6TP>$>=KlR+gFrk3&2(tQ=E}D*|C{TMsq6U7=%^6@jc`MHI`&
zFDwVDUeU0X6|tzNEvtR#11FEVd$59)5fc9v)RnFU+3uAw5brPfp<K&SR(i4*R>nzf
zc@@>SJZxC@6}J0BM_Kc#AyA@H>)4`Ic9x%MR#dcvQa5!B=JI0~R^>_QFh5<L;b^^y
zRaW}5pDNoyYA>~lO{~-)$&$*N+ES*dXsk?A$*=OzNe;d2*;V0<6)s*C!g5!s(3NAb
z`^lAYOT*aNWzpn#c5+Ea)`|sUN0~84Cr6I@bs^aQ!$#^t75FuC!3bRd+PazrR#~NH
za8Z&>Fk!gHz+PH!XQQiv*{!M`?9HkeNY2(7J*z7DJt3LXO7v#kF*k3vZCNw+#*${J
zClt<TB;gvUdrxC$(uPD7hv2}P>#;{zfNzrIy%r1?x9U9=6>WrHD?F|2VRZ|Z`<hjX
zcZ#%7FkP=l7X&*B#=xYbUNQKsen*}KN{4D~E-|GuS>;QK_~rwp;_D9mv|47~l#JCb
zVKEzfva_!zG1F@;pw!i%WtlIRqQY{A!d#&zcfYm+o3J^HMZMA<^a%zp)@^MiX6xd}
z_Qa@OmgpGKY|4`Of14mK>sn&PLz_7A;yMdkP-Vp_<I6U@iUTABT4d`&*v0i0wjtBP
z=By84M=+0mO@yK%f*IDBUR<Mh^bq@JeYhk#i5*xUftnAnqifnhg1_WT{?)?H89JOY
z?L|At<LI4sf)&_2Z7eJuNA^a{!oQ)9Vg(!8pqAI!PUt9!FXq{`P4TSnrf7-JPg8Y;
zrzflmkW^wa^m@(ybcZOKy5AMu&)*4(f?RhkzVapdi0ys3&67Qn`Emy-t)bgmu<08+
zve#aVVlTdw(AYZ*UQR-{)4`2~m@o)J10`?qT@Zfd%qRN4_tyuTE$r+Y9Y9^H)v$`S
zJ#f6A5L(!SEk;v*{@9YSQ}gr5*h+rmOmk)aTXsyfFxwU@`{ZDVw1E}w@L`$wuiGCX
z?58au?A#VJddrJFsIju-H$&XEIdo3g-h*9xw>S1B)5|`rbhjr9c&jzOaIpKsR?KaC
zB))X;poY4uB|EV-06Ko{>yG`>lRfw-k$G<QN9&q5SZ7gG48w#>7P`-kt=p=@QX8>U
zrpFwI8wO%(1{=LC4qrxSaW{b7|4PF?K4^pvtGqqb*qk*ERn(l}f7;!SHR05>?tcU`
zOHCl^wW8h#Hfmoud;TpO3)x}e&F+iMZth`p)E3Szz3sy^Z+j^!3b5iX?CTvNSacu@
ze!If0TZ8ImZigGNFZiDd_99d0Bq==W3!%RTdr`pX?ogc1n^CjVUr}MFI-sCkh&L75
z{Zt{Aw=0I7**O?T!a_$`d}Z`qGyE&sq9Kio9ny9vwLshsi=N%trIXe(%V$<7|I%V*
z!`|)9LTb!XWA|YHdek_|HA+ppyL0yxyxUtE$xiRilTNa*cRrUgu_H^N{`po$HgQic
z>20J7SkjwDR&z?jD6<A76QMRW%EuKAn!x-0*n63ZivDO*d#G`bQbDM1b7S@9rLO3`
zO+15XcPP}2ZEj^p4~9xJxTw9{pRG9&!s^~n!EB#5$Ub?mC$rw`h_a4Q?<)DQ4R@Ne
zY2Wo=A^W^pt9M)CD*|~RbOZfcEln(HFGlFUXrOxX@)O?c0IAwIGaI?DGYUWC!leBf
z_~Hc(&v*7`<2x6GDnATSR1D$<7mSOyP)qt_!XkXR!r6S1jpdn-y_bdWK^T6qvhrF3
zc%;qJP+Bxw^-XIiC`|NZLC0vEB=7}*y?QR5k1e^;dYWOcHBuUtx4vwTMTVe`B&eU8
ztl^HSW}9j|OBIbduU&5m`ke6wR(IH!eOx!5o&ByQ?2?l$%z7@A*D}$WIi1hk^qVcA
z&aJJL#tI#UDVB6#mrl2U(4!@KY(?5fJ+R&^XQ}4wTK&t_HSN9GD@TRGX^lxQ+*;0F
z|2U1;linz<{v?gpwdG3-_C*sXRKN{aNsIlJ&ip^^j1$!&J?|_g%)9=1ODMnG&7b@?
zzcJ~>-$GdJ#|B94oo=M07aEf=9N~BH)PTyR8EQ&w=S*zQu793R9$|GiL)q2qeQ`Jq
zVVV<t85vGKALY!N&a}5<AoaVRdeU&ZQB2XU-LaNXUzO!YNn09|7XBCl1uc8wix2VH
zCbsSrb@6izQ7H3l9E+><Y?v8Ir@Lclqmw!Xf!s?m5cfqdZ&vk5ER?JsX=I^wG@=hV
z)i>w8x#&zDvz-&6==~<DJFwmRL!hRAUQ4oRW<yHlxlVk}zI`?um91!y&;4RKzFG3^
z=|reW7-ZyQqx&CyFw5|UEKl3p^;|a(I`q>3>BG{#ZVS1pA%QqRD$fnUg7FOn<>N7M
zzunMq_R3c@r8+l`SQ>&fl;1wv5<&;$<9lCxiCNj$#$Ml~urB9fp{A^W2aA0TTAk)t
z?}b2J-Vkr78CdAyP%zi2K#ZA|U$$iB-}+$PG0ueMxLwB~!9xGljL|4eZAf6jM_R(h
zqa!Tr;=c+oY7Alab0K^zlr+@s|7lD^pJ1S++XnJNM?T8#Hyfp6FPu-qk^SJK&dhK=
zutCEPXD#V$`h@~T1-AiC4;bY^y;R^#ZO&f1IGA^D@x?X`L$OC=^0oTo+@cqqBGFD7
zhNTPf`%P5#L4&c5E|>an>sB2oj-+*iE;DGHJvb0joijd+9lN6Qpeqe(M>fw%Q3DEg
zjpGCU$e!4%*^<QA+-v>t9h&wx2H<pgR$9PfuO>q7w(&Mrbs}HtfC+=#{2i(*kHp}-
zGQ!2-6AWZh9sB-j1~z8`TYZFPoJe6;KktF(D4L)5w@heG8T+txH=mW>bvCX!qfv0Q
zZi3Sl?DSjije+8|k7FQobg4Iwe;5iyz)#0Gg>uhHfuwN&hDCgrbmk;I3%;w9-azLR
zN=Kb}o3pRBc(Z%k)$G*W5I!Jn_d4KQT;ym-;k^{*^Ou;dADlL_`n#Sy*P<W0F_Dul
zN64GGmqOOmP7h~qeCdO^G&th&u__yjz29Cc=BV<17b%=0)9zr{*kMK_&TtD9oSPm&
zhEC#1r9ZcXf|8j!R{9eyfVu3%*H*|a!Cw{VN6u6+<8F&6+3Ke>Oy189{ItT2ZcoUB
zi9e^Z&0ms{RQ*=2@9Ur2N-yE^)5VQ0PAJ!e?P6=w^&B2qe>Fhdv$Od88qL1n7VT(U
zFm~)Le77DaG_9}w8r{|F8!8pfmi`*SWAx<4B=%buHsVhqZqX=S^kXnomdv)Z!ar@i
zh^{dW9l>gT3jxda*(x^d&t^PbFVZc)W%HHd>L2N7!Y7TPgY;176%7c0iN13@$$`V1
z4Zv;4>OYg9Q^z?z%=lM4hFYEU4jvW5p>D#QV3_ERC#^&7k|(|!w5iqyO1vZ;#634B
z1Xih}mh9)hEpBv^gT8_=y<`T<?m3}Q;*Kx+wERa6F-H7Jz^Z?yOH;_qaHtHO8^ntK
z_GXrco){45W(P}F#Is9}0wLEv*N?sWFia|fcq1N2=A<m}1ce(at?fTI7@M_<eftPU
z=N`=F^VkGg`{wekDP8(dUu}BSnwcK^z}xi;c$_c^HM272X;_y>76?t8$EUn6m$P1v
zv+!_2HL=@|Jt4<a3W3V9g|vl@6D5b7U+B3eL~1Xc!WX^K`kY@En#p?Dr<HWlXKVIK
zW2AK=Yfmr96I!Xz)(|f#2vwv}kzvw!I-{AvtiWV91s;3<mJl^lNbTL|ddT6n6gKK_
z1I)op=oGprBB!+FPRXxbY=Kl4DGU--QV>)gUK|9G22?cIfPGRZYG3Ojb&+}tBWqt+
zB8<%OmORmrH=(1eG)<K-BOzw$3^?J9)(q=C-yKsTC<WhF^pP}>+I^`j99E*<x4SJ>
zv*?Fr=s0qI5Sl|bPGn9q*u<8GL++mWD!8bWTGAoxfe&gcpFiISvZv$?uln#BKc>F6
zLh8}^{%qvmM)2(SyeCEpx}Bo-I>wC=2Z#oyQulV(N(T6D&KwOyc}T&4uTr_gMU|wY
zR1;Wc%uzvtyEKHY`zIQhTEbVe951Lrffp9%qtWDv;}qX#^8gn&yhkZ@my9%Q)ojpX
zGn}fM6OIk`h6ySuP)dMZUih=HM^sHO4@t!`S874;hU1#X8GDR3HlZHq6Rh0`8a381
zFJ*xm?z_`(nsC#Lmo}D%UEm`RDG{4R7i-w8YK>IDd>;qH6gM>Fh#KE%_kC>SV-Y4(
zGv3nR?^(9EkiD1Z1_0TsX_YTtkgF^<H;y<s=PC7qPFl%LY6*FsSYYGsh2C`h=A>ru
zJPY`Eq7kJfDp0s$I*m(G=*wbI)J=;!`MZzRVAElr;8691<{p^q6|EG;avy78q!wpq
zPKgRVvX{n8C-C*emf~x59`LLW4l*3VW-enjCGKkuNzX#Im&En87k#z8XpvA_ov=uY
zYSs$taR6(Z3{&1E_=280^hckl@Mk%A^97H*aMTuhN$sGs3tm7(dtikFTP)T>nu{3K
zYP_0i9Qu#FBtJ1}cz4iCepsQcVccusD^JuwqaM4!41R_sS~%s6{cG3ZsKQC01y^s>
zjBo#`Fhrm?txEzZM<5J!l{)fvO39GxhFXSwwZvT{(G<bXrTb3Nxn}sp2bJddNN(`4
z5q-81rw!g^HBJgXdvyJtSHpI9bbPE*ih;L`IG)j`!F)D=<b{al74LpE{#pe+g1-rC
zI+N@syx&}I!U;dwB=KKVJu*SaZk5Wj;n!AG75;3}Vt@D;b7AKcD4myKr|VS#6x?5h
zFkcC`Zjj|GB}<WXpTVz0RrHfRx-r-eXMFJoR;3{MVZJbE;U~qrwH1w}i&Dp}qzZr6
z6^t?96_HY5<2NJByh@K34g3dTbo%jgr1E;`@{u37hYBgI^GC<xP3Jh&bHI_)N<ZYV
zf=7UaZ)oFBG|{5hp-liDKVGy&Ieua!v^g(|+_1Fs#zv&jjg1k0L=R!<5l|B(1@a##
zJ%_&qqu=;+f;R&te`RMh5cj-1wUZLA1mY{}u`PYQ=vQ$KleYrzBXDHocUz!>IYH<X
z{v%Z9FUm|@iJ6p`VKV-*5!}o;dQJpM9hF^C$zGuze@6)`%ozA)24a8UkBb6%xwSkM
zuAA{<ihdTUq<U?l$hU3%VQR1x#fx|)<L}5Ch8+FYjiT%1Ky=^PV7xlUpDf`o(_GD!
z&sAtA7fmiI9GPD@etO}|DOET^>BTO5#|UCWq!h_VE(wvcT_NLkoMG{aa7jK9t{6Uw
zQ@PVpg(*Nf18K#Y5Ey((sfXBjrBYt<n&PHQ^_aE>`S~r11;rfs8C;kj7{84VhJlxq
z-txE2T;^+F&ie@ld0e8)J*5M-bD5?P@TU$gZ=wS!!?rFii4N(#ZZ2=R3F%weF1sAk
zF}W@~9MIOs<y{B7)z9UU1AafiWuc2GHhG9kjtaV@2I6)kNM)53BV0C*f`L5)4e|${
zx%}-S;L(#VzeoapcG~5iKq<Sik@7FMTuu#zg7}UG`HKwK?g{~$_jK*$DNSvX@6G<M
z1!`%k>^|HzK!Km(BVB{(Gj){f5f}V)DRy-qfuEiyU01Zh&$UWrTT1`ZO_@ob7Pa!Y
zL0aBKV}Mz?b~>&zV+`_9rc6)>=vJ*nBe-<fOUk`^P{c2CxVigQWpXoVsXXtDGDU%(
z2fk2trBB6I%61xzX4G>s_S_FGVd>Uc2Dz`73bk?w2Gwxp{UyDbv_AZqXXaKF-_|1j
zQr2u%ZEhz$EAPIjn$tsi74S1%elE&w$`B-%wzX*kp_OiGIeL-XhaL`zjFJ^DPbA-G
zZo3puNG?~qU3^mFy4J16?TI|UZ*nVoQqP9XZtGP~<SE<XcK%5{8+N(9>W&eNTe|QA
zw_o$%{fX{o_^gwM7o2}v(_B8ScCRn+zV~!v@5zV9x&P{7tbaP8-W7s_bUmTvB>b*P
zH_qJvt|=aYI1zPmP+p_$X1x1!iMy^avC6|Aa?HAT8H-Kr<(8NnliW7GEj;e7@skf7
za#u=CMG^9kweC5R@y^ql?zlqUNS!~d%h1?i<q`K?-q)YbavgF$a=&T3`n3G2E7av`
z{Mlzq_3&mU{*nfZ$G|&B-8VqTBj}KgJvF%`3x@5?MK9m_*nO@NI#0o^d)&A2(eke2
z?pYz;zdWt=7g>AD{j3W9zUgk3|Gw{jR)dQH_qFMv`?5e>5;(cx=W)#f|Frcm!w<<G
zkBpC=*7Jxv)gMAqJpA|<Utk}FHs-hY2!YU44?PSWsR^W19er0e9MtVSq8q3hI<@mS
z4o6c_J@40hsUALZkM<t3m2e^%h4vtwmyE(16+9R;&(WeA=^oEzdAlf|8ssi=NtMU>
zArMwHGXp;EzARjR?}5hvZ(P{bW{7fC-}Cl(x`+o@T-DL^-4+a1s=ok#rP?fKs?;h8
zVpQr>8K;D&61N}R6<0mgbK5~~HfsB*m%5|8FI`=&gu-;>_U`JA{JS=JSGM}TS}LPC
z8Uy)PUogVT_3ALFdC|i|)(li%@8a$Ev=M%Qc4x}j>(%=H@L(OPLkqmXyk2dR*Z-m}
zaFJ#Ub*UciG4h~4)VUJ8_ZL=J<DynVj;q=m9{s77;m$vzow&yn?J<xXFUL}Gkk=RL
zTmfGbGtjqsTKHkOZh(CJZ*`ai+x`?aS^-;Yp(1=B;VtH2cMo~}L-l(K@X67{!qi#r
z@5xD$W<%GeBmSvLAmhB4EWxB68Z!(Usq>-%e-6fHA|3dVdn>5zq1gcodLsQcSL5Xz
z)91azpY}?)T-{SM&jnX;?n>VFNjaJ<3Es~WrO(5GT#Z>io2O~(Dy<gTz8|N%2_pw-
z0^q`U-8DIEfaZ}3_h^kO=HzSgB)DCKDsC2NZo!R_h_?068LEeCzJi;hG|@0_xW))4
zdg#0%v=BS-VRxMwN=InM!&k#aDFaa-2p*~V9KI+-+5Voowjy(fTpaADvasDfvvdRC
zWC5m9LrE4UvJ{QdEP(Gvh-$r{Y!ud3pDk)@>iOlPHR$=)w^|2RPxtkPQq@8}mhgMz
z<smTlnA>W(-8jvnF2<y%J(r|}bsG0>vi~lP)dgOAkSG*{4xVR}=e?upHBglllav(S
z3Sxpi+sgId>r9d=F(xrFuC0*N`g)oqWkO8r<hJszA9Q(=OHxv6IVQj}M^a<HHi>PD
zS|+rDGe*zWa@=Jsjnd@!RtZHd<CBF{Z}tq7TwAqDP9Tl%LH}#I?f-|B%2??-*EPLy
z%s#4_V+3q;7?fH)wXp72-E=rz=M^TO4fkBr51SpAn3w>oXM5t0vuAkztcs6GPK=8q
zK{C|L^gNACYn{lO)&@4s@oYuHHjtX_^|EVR>*O{vX2fG^o0$04t>fhNa|B6Dicgk@
z_4mS)WviIPq~t{TgL$6*<mCUG+QJrj{^TO<5u<)$qW+xhx7>49Cs_K}laG2Yh~299
zmQQ`|xj)gE^7QaYQ9^mf3;vWR7;a%kNdC-ICqH=X*~$eEFEo|pJ}%lpdGP32ty%u8
zueP-U>;n)6_Sbq!@OEFV8J2(Q)g83`v`q)}zXoW}Dx@Vs!*_$VOMAnwyD{%!7efZb
z?AFG>2BiTH?yiR6aI{9-lYf&A`AUO#L+UFqVkhdfDh)B<wOe}~UfhKW!tMG@%F?v5
zx8I@4%0*>6-_uS|!t@W(#^n9lR0%#kfW=xL(x%YY@S)J@AXaWUpxp`qhcIDrtu}?}
zHhV(MLG5iASBu3kZ;}K-`w?Pl8Q!)C?>_c-|5*O(sP;}SxcFh5;E{WxNf!<^85(aW
z@Y99Bjw9}R5ri?p2pfHMBk=E4=*)OJEHq(MK!H~7<){15#e4A6oiSK82kG1;PzRy%
z8C4!$GHylsxky9Bl61$Sdl~;2$OuftXqF83vUC{`nxPv98+xM55!WJw9OK$J?_p2Z
zFbp>K(ES3fCkY*mvCW%G#nAG-43=kLDn_{<U|~8UXGHrFQbvkuL>!Ybjun`oDiehm
zmSbSmNL?`04A&Xp!0h>faG^Jb%^|%p9G-Sn_kfi>bY>YBiSInUM?7uT2swR{u9HeS
zAR2mVy6%gS|A!&u|ChK$l^&Ll{;0b*`2Q?c{NF~V2?M<TQcACjKHW9UtNSQ8XVv50
zudlW%lz-wif?lf`;XVK9(J&wM{k4hwof{DlFz+Yc)1J;Yjk5J2MKSR0F|TUxMNj8g
zB+viU>*s->vSY10@TA!EO#{!AaEy8wU$ViO@QP3I^G~aJUI{@;Lo!%w`Wvuys@^PP
z3|idFd-l^AXT!w;+>B7X1&p`8@;_7cTM~^kp3XO;Nzj!s=uR39s^Q)l^6LhJ9OAwF
z>Fmp)<$i4`{v|7ngB!EdCaB-91#oL+XpCyVdsjYPsuJebYBQXX4Zq50T0D_$-K>L8
z_G$aU_SQnrFrK5jwP8C9NHmz`W33H^O6i2?z0&puABA*6Uf9tv#Y37UgsJI<daX1|
z4(n&wq=1;E3OsE0H*Ai?bQJl>E6NP{8V7;oWd=PIJa6y-uSM9*=;ek7?#{FsFB<gK
z8=Ogls|>i9I&_q+H}vzAHi!z%+YIGC5ZE!z1dDc}y8FAaOy!@b?z@AASOpAQoNADR
z4jaZU;hE%@dw5Uqm%K#bUc<fLahJSgX`J^M1%4J!@ZKFQZ4-$jUiR**0r&aECi%o0
z-UAfyO`Bqa-1<%LZ?r-h{+{<$GeKY3eAfFDZz28ts&~GxfaCu5z7Q<numIyDoq&^?
z8AlieyxHCe1`grVETbOEdm25U{(EnOd??%ag_{IqNrwDgKVuh97`Hmg1WN~Dw)+E(
z9@T0egFJM&v8@8C7eyK5H%A%+L>~EEsZkZkv&;9F8UL}1lD}`llC@hLC8OUlUT+0+
zeVdzLKs_cLnr94@bFUk7@FlRVSkDK)JB1e>84rdC6*v8S@Vh2&A5r;t!9J(-qMCy-
zKIeV8Ho2yo&vSl4+HR;%Uk7}Bs?SQZkal0~^R2KB(zl~N{Z5CzVLN;xM0Q-AF@c*@
z`;m{kuPAu_Tc6I3^o;vd@MmYi2R_G*qV^P}X^6XkyR@d)b)w{GvuRhDfYB+Y-%SE0
z_cbL1ioEkmOyeDvK3-_L79}$Lxyv*=7!Ld%Ws;YkG>vW{@+$u_{cIE&v^w9d4)-6^
z`@Y~Vr1=59+Z@tBv#&vocYAbt1RQKCSZnvy!7Qak3loWYK3tA};cj5OoBW>L_k<F&
z@>x>d!gr`bijsec@x9{a6y8Y^!pye5|7sAnO%p=s;`>#D@cEuXSfA}HHwbt16GHU>
z--8Xp^Z7#9ez@<?P9Z!u#uu*y6Ma2kR|{W*JfYaP6&bT>yzh7qhcWQ+<R|iEO%r*_
zXZRj+>XG}F3+3-T?|a-Sgin?{QSifMqTu}sUxPb-*}*+k`Bs2R&ROGoNDm$fGYzt3
zi*Ha2%;-APB<FnT+eaa!d%p5r9L1&Y<@oK=2%(p!-!iqxy3^P1=RgkO&p1CE`^kPD
zkh;^)AlJwH1^9|gx(vTr-U6;4<d-8LB#*`X`Cs}5%Fz@2f*k3C%luLtaOY}2e2an`
zWO>6c%~5Lad(KiD-uKINq(A!9Z-N7sf9KcJ0qgJjWjjhu`^Qo0z488mj^tOo{aZNT
z_g4S$dQsKT*8Z6)0Y7Z-|5yhj>&nE12qgBe@Rb94`mcAxcSiXTI^Ns=S%uVG4)5o`
zk%V-^C;vUfzYK-qx(|t3K9KK!%Zie`8xbb?zykl<9?ra%R{C$1oaCcQe^Vq9uKKR*
z-%jmJDLCT4Ce)dtzT%(mCv9xfiyQv(pQc3#FWB5YV68&hD1WRDkjFWNtEUCX@zNY#
zM#i4MrbKcnFv}z_-x)AiA<dC*)C44IQOI?~9SrD0!UeSf`DUl^kM9G*!ki@LQ9zo}
zNfsCa@%s)(*}!IjQU0*Gg(X8?o*FpPUD_;ky7ma{r;s+wgL(%3?SVq>jB)(}H#Fq1
z3=3qGV^2ZgTnm22mj{NMoW;ki34GS(Bwy?c#II8vif>*GoMMvJh_=1)SKuHu?7cDD
zw5D4S4zGU#G1lvY401<hP`m;b9h+^C%iQpCo9B_&MhCs7;Sj14pU6KuIp`Bl>6p;E
zv};gnH`rfaWCCkX%x38kgm+qRpxTE$gC;7VEU3sJ&+Qd-JDO*b=gtb68YQ6W4SbbO
z6ty40qII&fsOLvP{yrj8+pmLcCj3T&Ux0176O`o!%a)8Z$!@;{^;1CX;gJ|1ehd0n
zppXtRm@l~t*gMd?R43s5X68Cav2$_eeM&9`Rco^z9{-4ShW>))o=P&8d5e@!)1OGG
z=wUvf6`F?iH(zy^`U-276`1j2zOVe&aI6%+@!=+(8D}2o4&UvaZjw7qHRqc-gm0Fc
z_0=oPxHFh#Hpu5I%|k*&o?g4m`?LZEA29o?1<X8Vep@9C6dF67GEeY?4v)r}!1pW~
zrmsUiwU<!O?SGk1B=8jZgf@6lTajr%$6!6=Sc3!Q)#<?xLxu3hXcX2C33ik`IVN~w
z2>#(c9_~_32YbjX76*H)P{IfKyDNe*{&$nTD}yt2PT{0igUfxS!wqHBa+f{9>Fy}u
zWj5>&?oWS|l6wJFp7%r|rp))j{eqli?eD?An2;QfGn?R+XNVURXhJ;To=b>9KB*1q
zWpHMUvxJ=Xg*TpegcvzJDdbnR)Sat@s?-pDb=we+>g8B$c3Oxzz>y;F7!)!r%t<VB
zLL!<u%e=KA1ecXLA%XJzH$uvTP#phGI};2#gf?(-YHdizaA)pwmoWFnvyLi0yd07j
z4xJ0k8FD|RWvz#_TQtqp%kqN(TsjwI$cbT=WQDX)9v@+8>me-`ez@DhQmT*^%fn(V
z|F}b%cJ@G4nX87_?xDW&7i}y_8fm>y6w=j#UqI~*nr)D;bhn&$m)6UNb1b=9n9yOi
zNwyEQU|?9!4VIHfTLRUNaxk;hqKDksmO#03lI0c3!(E;_+v3%jX94Efumkg~Txh|+
zdL#0{&1Ft;?^PDNhp1`AOP0Gv0axv?9Mn1$4&P_l?&mDo`i!$=)>%uIk2BBP*Dc3<
zon+}lOOn}HAV3$2(_0_v0iA|g4DzFZ(BB(MsbfQXxr-VnB!}kfq#7~8cJ0eHkh5fT
z)*1~;dBeWV3$0a1HS*fNp;z2t$g9C7`Ng536LkXmjt^bsfcs{Jc5pz=($EDC_y&a9
z9q{7j&=LVbxf{*9w>dOWu6Q>z)gW|T`Z)9tZvlV&CbY)LA*A2HtfBRo_57XC2O=GQ
zd*mqpo;Ix9UzB;xKWvUeQ>*4-^S$8ka2Lm788>evzGr$UI#h1iF04r5HIlwJ-JbQ#
zGefJI^>Y3dJNiS9@~sYGFKFRxoO2Gmml<|RE1eXs*ghcap+Y(-Zyg-=O$(>6dP&&g
zU?)k~5;o6_Id&fj``q6tto$zQ6F(;z_jB0aK29>*J$y%qlXQp-*BcxJ1|)~$L8()C
zpuD_I_yK<ykvJ<uuFMO^_dGI%F}H?=>s_Qw`R~H;(Y{XM^cmqdEKV}zrSOM-m}62+
z_@O}jj6WXkAK*+Jb~SuJGbcIj8S%3Ma~$%DaMd}5-vmc&Y{;>qdxXK?kpk}zjlk7x
z2^x2PSOk8{@31Ihdc@!$B!_zpHUX@Tz(BJpB2Yf?V#L*kJnwIhScXdFv@au`BkSd_
zBVP8xPh5aALY<0sx><il!$mvaw^*~OxFMyVNe*aZJ*Rf0z#nN=J(Olz1Lc-otoyNr
zAiX`oBtIHzUC~hA#%b2ECa0>93hM}igWyXD(poG2m981#2Dx^<_1$1+uBH2}u?=oI
z`K7gx?2P@!${IZL^>u3-XAKbW2(766%Ze)vsp|FEdKoR0<JGpF<P4fau)u0_IBdVo
z=F_13YKpCwkLsCcq-XH&ea-h;j_*m|H5ue-eQd)T>bhBI<K6t%NE?3FoCeEMA_8Gp
zIleJ5C^#k#^iyofaQLtdUw)i#>xv6le6g(s{Bk5}E@;Nu=E9VA;e(;HfA|2XQNJ7t
zoiluVpss)9X7CzktA*T3`#@Pe-ZscZN)ja(xLL_vIAlz)wZ!HHbrWr0Kt!jgM7UIH
z%j#pznpik8bZp7gqRFKb#}`f=JFz5mc+u49MMWi{lZ&QIEu1`cN=#MpUU!;X#r616
z@xO{d{IqN%SSH*0K+A*8`c{v!&4aWIpCC9k&!&R|$L%xa+f!`wT(Jc{ufnkzw)dfY
zQMety!QV99hJV>_UwB8wr0?Nyxw#{Bon?!arooMAwitMAmaPOTZ<#XW*x9y2lC)Rk
zFFh3A(c}H^rDw+Y78iX7@p0jUrOzEn84<})x7w&u9Qz(Ntq(|3y#GDyJ{aCvUO3N&
z@9F)FrHZf5!PxQh_h5K7A{`zrvyGCwj<y|>6rShdk}0BC;eKA8Io4J!DI(6p;nNX=
z6c$XFWbUa5IuEPA4$D=vcgT|)<(sBh2PyiThr(3+%)#^z0y`-R9r=*w{Ugd7W{2b%
z-Or;HU!Z4;Z*S(U2s{tF*IBp1$ceUe$B08KAa6-{GldJL)r3!mVWl>;W-*n_Bl}lD
z;Zj>1yk2TcF$R+K4C?DC6`v)w%JUH4)!G)k!mK|j;Jh3*+15o;RH3Hh_JxWa=i$tp
z@V*{fu^76LDvz>VRUA7HhP~l^6(1ol3JjvpNj7Vl;(IjYXOw@7t$RLby!QpFt#Ix$
z&nzh}=a!s@<{NCmlt1m3e;|EIk=A&w=d`^YePToUDr(WFAF)Rcpq`8n{D!m0XBfV5
zbLK^CM%~q5n?iqqS1jpChQne^#1Q-zkf#?sinb|i7x)lSJU9>YO9NYaH^1<o4M9C*
zh*MAKhVZ6X1$Eh03ns>|v-MMGFEkjHch{Vz*mqtGo2}UR7lYCiTh7A+e;i*EgdL%U
z0XC0ftXKGr550LJsnp)VrkH&}6feHeQ2cOMU>dnTt*@=GQAxggs^>5L5n!b@tqu>2
z^nE}Xu8~{cq}K7F`sRfuLp8PBc0iJ9sm@p^kMQoG`0#=}?s;34Bz;Z7!HO>~h|zlb
z0w1l?Jt4l`D5k-R@59BvMxNheh*r2<<O5d1S8utjM#%V}MKyfTen|E-HT@KJ7Y*9J
zOKja7gI4;Gyc(sDG08b*_3bZWK|W@?AgYLh`TK3n@y9B*_Qq4Bv+2OydjTX%L?qmA
zF|~tn?|-Oq^<qo5Z(q{Loz#yIcT&HL+(|OdXBUN3LJe{Fr}&~gafNN2BrR;xy7?D{
zljdH8_*M3N3HOQE^6JlKwU8Q9R!af+cc(GJO7DrH_3nL}rgJ}@bZ8|%e&+Ba2Bii+
zqKx|yYvO(^CX<``an42I$J}XF4a`=qv}-C<lZ!^-pPsKO7ORg`O!~x1rzpbg4ZfA?
zQ5pBG2O_6$_pPx-8s|_wO?^8Wn@T|;byf6Ae8uw8VboZf5z!8GV7so+)$`y$f4rS1
zP>hX0ojB0RKnxJLbn&D*i0G*3h}khn;ER|j3#dL5J{sR><jEAxr9P0i#}*H%zx#CX
z9zZrWi5DLAB3_^hK23!R2;CnZ;7|tzx9#BqW25(@zIH<2#<tN0MRGk9ZnnNHt!!e>
zGKV?KggHNl=iv7hjpl3=#cSe&wTf}|B6@88FJ_@CZkA9b%yQtG4YrOF#}2a=KWUa>
zWB3W_Uro&V%3;=5jb`0zV%DAiVAg~GViv06W(ifotVXQl%cR5w4%@zX(l&~2cub^j
zsqShvC?e`bgbJ<a0S+d8W(xqmvc_L>_WGF{{;i?K7F%aL&Yt-gg9VRqoiB+P7k{Zi
zL!Nu!2x+*;!$V|#gO2&@!jho&>qsr!PxX(Nri)Ce8&ks^J<$TnpYt{<oTFk2YCnyE
zx71Nfeq${ZN%3uO-mUfXY#oiG|HD+`(G>fbN7HfSOdcq<p+O>0Y`fGLO#=o@oji8*
z=%UH_j-5~bbEOkY@=GR`K(}&RXUOax%QtAP{r_ve`{lNga8Y5?K>K1_sP(_)qyKfF
zX!7Wyk`YC?r0q{I2Soh0tdO7M8}R>;{NP{MQ$EMBJ1G2nAEK5ui6<4m!lq=~JAAkJ
z-_6c@!DfSDR+AR~>eLp$KECVIPWqPmX0YPiB@r6WUV{101>_l@uAunLB_6QwMNQnQ
zHvjK+lwPtqk2TUEm|uqr!#*t95WF6f<ve(~U2X_offfJNF>55;dE5T0+jcFrnT=;i
zXVa+n;iV=k%7;(+ikiY#6n`{843q#ud_@Vk+%QnQAjQ|(5jJeM<@?$jvPL#!jdWx!
z|I9i{KD@*Bkpwr+U@tv(iHKKZT!#6}?SmAlm*G<Pz@DJ|(x#Ue@3O^6ilHdN9VZvL
z6c4!!bt~-eE2dl)+s=uYirY?U9BjH^^M%rj;hBo%j<m&3rqLp$c-@h<p=sJ+#s14;
zS1MyN?Mgp$WJAsurg3OI?n)btkiN8T^~%S_J-rT5mH>W8QY2%ezKoceO4&po{zi!C
zqN?IPw1FY~TyY)kN2knwh8B_`l%;9sw7o2rq}%7L>lJ^K%J4`i*=t*_P+ozQudV3{
zw=3i!+@{=W-(KNz1$OVVwKHbo;lILzuaOf9$CgwT8?L~7x1dB%Zo_<0In4jYIve)x
zx7Cs6O@)Ce#)vCV)&B>&Vnnz_{`*6lkECdRMK&C?g-MD(F3a=3w<b%9wpSo+vOUk(
zrlFv#*kEIhGqpA^$_j?n;ho{p=eT&s9<i-b4B-|RD+XKvU46t6{8@}$UmdVP2e}zO
zxc9`9n_|ipM+ak8I#-Ol0u5UY#d1gD;>JXNxOn}F=*A70PTjcMkq^1(#w)xVy$6u3
zP2xduF>JbR+Xf*wA~X<v!$!tvVU?TJc?u^>`AMS>x)&#>iT7zPdGTw~#b@Y6=yll^
z3SB?9B^rwxyx}-*^t&RuG4=;*uHpvv#XI47F!5Hzo+ldbskn+2&;jJ1E8+n1Cn~~W
zQH)~RU-&`TPq-)H`wQb$vA-~qtQ?Q}Jc*waqptFEh&kpe8rNiBagoe&cK(Agfkp)?
z;cF&dGyiN$pxfr3Z6R>~vMCrbS4f)+h5jm?0Xj=pfiK`Ao0w7HFr$EEoyDnjW)oYc
zT@^=?w5xnmVV?azZ9<LQrUGFT|G*!x;UQPzm59|_F|@%Zek@U66>ILFSHzn8+ZAyv
zIVf!5>-K)ETX>TnOHMnI8cxI~96I)2ZP3BbCfF<dY|@YX_r$=#5%@=d4gJCw(==)u
zUrhfX#AD<i=rcS;(=?FI1doKd-`Z*#=EQ}CI49=(%eGQsxF$~4+H3NR?`#VsMYC&S
z23RqHW<cmQak5Tz$U8L3`QRULO$`3Nm`;O#lp`N<KKQXb#V~K}wWr!(fio)mHdtki
z)WDESw&u>$wH6D~>Dv7oAM?JAW4?k^@G)O?4RS8q1{y6SX&ScF*P5&;>VK;e+d`+5
z&6L3XwS^G(*A}$1slVzXrYoWQRoj6Er=?%By{kCn@Ynup^4ROP6_VmBM|;mY{Bp|S
zuOA)qTa9w=FV%J7FU57?FCYA*n+)XKUs#^|YyZ>6pA`P;dB>K5u9Ef@n<R&)-v2jG
zwY%>0RA+n({xaTRo$X@HGM*%zP2KguH4z>>ezd)+$h<DX!}zx%`$Fy7@O&O4;J`hb
zU6FoW#E1OrB0dbk3UEZ9#G2`XV%BwjL4mhJyY+UnV%l|nKLIE8cKm;+@YDhRMtcH3
zbC_3?X-#57XW~!91}shUkhJjI3jEwnw-xxwZ!4x;7Z(Gi=t<{oh2ogQf{%m+A7NX*
z44<O-4$IID$v5a_yu(twfpWZ{FrWXQR-guM1%8S<6a4%+BA8!MC{V~vsckfc2ZIUM
zMKBnG4xl@Vf!9Sa2!*r&dn}ZW>uC1~zTtEo-^8ChXV1bv)g#jT;r}QW1DnitaS{l=
z(V&L!<9jtx)ALC+8`lM;Nh3shT(N(+qoplCU*6rv^WU5-<?~wjov1XVvBsW_HS!3A
z{mvuM2mdx2aahys2s)I9pf|{&d`eZLVPZ;E-*|FLz490*&>xrA<k>GtyU5gWitRV#
zjgozlBz+=G&pq3@C0UcDICw+ck>HIHxh{87NDDl`Ig|ML{x?T+V>-1^{B(m)C&?A!
z?RNj_x5K-Th|eh0#E<ve$*`tT^uP_+bj<!PExmYgt9@Aq8#}gguD#NB(vC47FP;@!
zZaf`}n*V^xcq~fzLCmnV?)DVp0ji_v414Q_m|<2A`>S|XCga4>{^aL&u?Vl(X*WP!
zKf6wm{DU~?=Qy&_K|c%Y!HI^Z@`V_$8%P6Rh(}>|I_QrgSvmejf+z8Xc+L-EA)ZfG
zHkoV*#GjaKsDv+iqu_9)Jppy$hhrh;dL4`2h#$n9D?r80IVZ_YjM?KbW)I0agZ`c|
zK|0>VqECMi6R_$BF#%8hPs>mvw``BFjDO%C+@KpmUWvo9nnufT3U-!$5Hm3A2QhVe
z{J>|RLVr^PF6~XHKWQmegxv%~D_dVh$W2j9d$XY!Khq|QCh#-uTmNDF@Hv2O;&Y&i
z+QjETCe|Y6KqgkubXobr&%TaUlu7>f(~1!{#p0WPQ{EY1uaFe8Zi>ZV8Ya-<JNYKR
z15>={kgsf%H*8B`OFMf!lozMAkQ!6@Qgh^{SZWSpX<C}=99od`iGkYr#K<RWn@)^L
zH^se|9BPktF3b5?h?eC+n1)-?Cd=|~RGd$RM>oY(h&9F8jgv^+bSezN#x&e=sh}{;
z9tUxYT*JT|VgFj;a!U;UAd$fDD*SKp&LVSY7n&rJ_>FV|W~afQKr$Q(>%+%LJw-a*
zNJ|+IpM!3pYc6v(s%bh49+72F%mUQL$C^VMzn6C4xTDsHhFa*t3;)6aY33JREpCYm
zuNRtFR_3s*OjuUG$(Ad<)WotiqCCIxD!3(P!`lC8A!_9oI<#^N8?g#j?2T`OAwW2T
z%$)P2nSB3zx`~;`9cCVHVkU0isZ+QEFZ~BIum4XoQ7bpop_QB2h*e@YEd<qz>?u#$
z$S=a8xQt(f`QH+g(R7REa7VW_j&Jh{e=>$DqHc=`ZNKdtBMo<Aigvg8ti~UqPa0%z
z1C{-~)e8IV24%FCD*8Lh_iZTu<b9Z8{B4N;#-6JXeI)L}JpXOzNMl4D_4mBh_-8g6
z>+9QCACDw14nNcF*pUA);dms$x_BfhAV>2^vH{H#kz@ll$`MK8eXW_swsd4~I&1Ng
z;&8jbEZ-eegcp9hq43+HFz{=T+BWuelHwB-tq%9Ec8!QroVqP8LQqB*A&Min<-GRz
zyLrVG6yP<8&k@qpw6e>$C3x_Bi}$75JYq?|Qqyt1*^EJo2k1GxxrZ_ND5;}wEVOq-
zJi`<ow@Meb7zBnf_Q48UV+vo>(@5<2?xW)!v8LyUtVns-LM1$G{Rf+XUyxiwW1qet
z!6u3LbpV@6*CUikM6Ee@$X`gE*CT|VydJ^UJ{ijnVG}8q4eV;4C(Q?GB*vioUF~xe
z%kMx*H+wT_1<A1WbUCv0&VRWafjj(i#K0}!0f}3MFGNY#2IK!ZI4~j+E_Sz{Rm{I5
zu1U6%sZC?*JaiFWlR#C5eI$Hlnyw`@NvaWE<k7XJx_Ljbo!4aA^$IM3_ajB{e5QS^
zG*4Kb+AlmB3VPaKl)favI7QtZxgg6vQ^MZmy>vtLl5_<&jke?82pnX^E1$b!t$O@q
zTKy!SZi=A0V&(C}JhbveIr1XsU3le==)yW`&lAH6T}9tq#q_q*f$)rbCzCLdZ^Mpb
zDy==-OZ*xn=PoMXYft~X5Z1>Y38gF|%6R!{Kb^cI`s<TE_WO$byW*g;?K|rp_^_Wn
zTruRXINnUXD}u@-RExW=%UB;BZ&uwE-@h)$Z1nvre)8{M-@xY3>0%Q$7r%csZy{@%
zY`6Locl0apdk-v0@sTv}Qw3?HvkiXo1I3cNVxP4TH9GfMitioOf8(egKl$P2zN7lP
z=v_M8>_s^pZhrcoW}pUc27Yog=(FK)gM{01uF)2LxOx7r*dtBC*3;pp<gVCSwf<2!
zE#XI})A-h^`;TI4)#XQC4A;>4i|n1L6hB#@%lXOT<bN0fJQiYWcr4sYt>NKpB32+`
z;l%&P*mVb1RV;n)p(h(mNP#2-QXsd5G-{{`A|-SLrArYJq$(;ZDj;@5P+>(y!1ini
z*rF&^#V*CJPZ7oXl#Wv6oB8dz_s-@<`2K;L**UW_yHj`f>>=9h3rU%=xUp_b?p#Zm
zXOGRD?cBcCq*wFyR!q4h_a=|Ce6La2hp2(mE4|mGR~0V&#Rxo{UOC&`#t$Nm$gY0b
zYjpfaYG)lkV(`dDNKWGk>5T*Y?)PJMR^mM7Uh4W1dSGJiJD~(?-d^LNZrWQ}$<z1I
zlTh-UeY*do+%}0zn3nVdb4U{QNBf_no%x_%bWbR^+EtQSq8Ikay+JQHcWG@sBsN<)
zKHBLzo!eU9Iwki{+Bys&(^nxq-dc$z+#6`uFe|DZ_UV;<yxsM8zh;kdF50J`bi9|+
zVVKZk+2RRz4R+8zqs0S=-QTmH^-QZ0*(E<If=sc8T;}Xr^`lAlC7uU(%N$~c)TgzM
z-%%B-ZHd*4)YiJRRjn90ppdYc)*tr$k$pAYU<r1SRW2t1$+&6wkyWlYO~@)=+h?-M
z*YGIzPIsDS9CO&V&)E5=JVe6IbNFw|&WRB6AVbLP3A(?rgZdg%bt{-x+yQuzsI$$_
z?pVCgiP>*lPR;$s<<S3R^K=Imoz8I@?}y)^%S@&}L8^vS@|S(a__Ow(jW;3%<EQ^&
z{QUo+oJ$@0pY7gL%}_;xOFVJr=v?TsGr(ns{*SP8xyufvLQ(8YJ`+204$<Pi%MDQk
zH~c@lB3^fO=#Q+!O$XTw!5OWgndU=8%l8>)^zc68jMnTo&S(|&YbF_K;rFT8gPqMJ
z1QmOp4WP#<re~F2xq&jo_|r)-4v|1+_?=7Q8=J(meaX4bKFD3PWNniM&foh@f@ntG
zO%S71fgZtd)BhOWKO((<WA~0c(PuOR73Z8PTn2n2bqU}23o9OcWBvj9g@w%g17Y8Y
zJaHrEF4FJ(Kq(vNiS76iJlsC~aC`Hx$rEq8BlmfaGl)Q;JaNPUlP3}kd1C(qnmp^9
zde=9(we-RVb8G99^K%C|S5Px$jfwr4uIzgH0ke;G`vK#K=Mf@1;@Jm`BVOUcACABy
zj`&r#@uf&39P#!8#u0x=?d*uZbMfeJBpXB=`C?VvAYYt8Y|4C*jw&a6=wU8*dy&MP
zE;5es!LbMF7ylVb7x}lHE>34;>7M(LeC(cUkIJ6wiPs0-GU;N1-oH3^s*`q5k6x0S
zN9Ifo1yru2bZ{CR{Fj_D_n_HO0~_!;GY;t9W3or--*oPKPW(ZWDYjuQB@1x}O{Umn
zY3@k61cG{Ut8YYzQm^-Bp1`_}!E02p;lbQ*s?oJ+A;j#&-eHo}Okf~Xq>`5`&wZS(
z(ScO`b~S0GU-x?J=us<j@AFJIBH=XD<bxHXSLQDC&@1bNI?S1O(4G8)n0$JJ1>lDx
z;PBjgUNvnmMcPm;Y-g}rEqq7<()4@2GpO{Znf-%i_9rv<QWtNc5$05L%2T-oZVaZg
zWDtUrO)Bg*zngny3ML-8X7xiv0by7j(swuYHqbXdo!dU~rtq-1du|g+9-iz!PABel
zk`7hSo?CT~p8WwGN~bZ2*Bd-Ze39Ck4{~pH{D<5smS~f^VxBnR>~hF>|I$Oo`_uoN
zaO&0DLJR6;+d~WL!<a1*j1>PJQVdQy>5AFW+j7$#BElY){#>&yw;lfpf7C(m_=NJZ
zwueOYS>*PAx7$DcA9nY;{U<IHbdab2&fJd96l&$X^Qp6Pa<}1x$idh1{~USff3R|A
zm=y$_Z(T0Fa=D=Y!(2EA=^4ts=?tC4!{M{?@Ri|#h=B+GKOAr94>0n1m=UZ=&@~*N
zgx3*hDmeSiIfQ`2YYab<HDjNz#o^E_PCu6O0j)uqrtm)B`G-x=YH>JB1MB*<ZV;w1
zCQO6YBWBP`x@e+R-8>WL&0y#0eu+tmDr&BstEme<q;sX))tE?ENV^jbnY4Ri73P4@
zLi7<@rtm<TRRrS5gqBr@O=uy*N7_AnQ|?P4!$%FdZ55rixp;H#qqLrH_@36}0%yx%
zO^f_n*aZCgRQ0A0dFTiy35-?xuMQh8@Y!Lr-cJh&p{4_oCRlr%PWUZk?RAbAYfpD!
zw94SAql@-aI)pU{BF9d@-WFzFn*FDG&JVfI=(~QV9Z>kGk?-c_gzSF{ckXxAA2um?
z#P-XM5E<Bhk0ZwRv7z=UQ<q+L<6*t|z1-J4{h6(vdiH(wYiU~P|H0{V#4K-Ks(0+q
z9aLv5(Ib2Rlse*-%{h!d$hm=#cv15Py>f3Zj_&D(e}*i6{JxOIKfufgi|@gION(bh
zNIyZS*wAxV^>5&=+|2X3BPLJ3=18R4q^nuM%lj@bbbOn5(cjO`8RnrA6(rS?H)uI+
z7mYvHoX;LHw!i1BJP|?g1cJqUEPOBRG+;gdeZkW^h9^3XMw8h_f4_|~vl(=7ijqCr
z-y&FNXVej6dS1Qg80iC&`X+yc1~js(*2c8+(Kx#IZ1(|rw8>w_@`wa1Z;&7{z$Sqm
zwTY%3hvJN=?v7g2nA6q?^*{{sLf}}_+W^xW9Up)!+vBOJkCB!0yLua=l{4W`Zc`pq
z*x<7~sIb9h#GA3fWq(N<9H%e)Cie-;2C4K_dc=QeJK+^(-aTsj!e4q(>!z^5INI>a
zrPH&SWQZRz$}rD+%&%LszOA#4xobSM!Hi})c2>EWmw7y=%;?~t^0B{+LB{I-ab9EE
z1VRXYn^@+<^)Ijx(iY$P%Y@+N9m#FL7(4x#+mMWrUI<NQ+N7tv{kDqmc-<#rk41kI
zDcEDl-^L!>@1gCtx3~vskE{PeEUwtPCwG8{YF*~d?7y8`*7Qa8NEnTDr{mwoJ}-1p
zXz#7|1=I-{>05ebsyBDZtfY;U&VaynI%i9{!t_{gL;8<E=9ulRrj>W#JU8p<)x0#K
zy#H`JGb`-1g#Wheb@JcFHs~ySytmlUY-j#6rb_3GiC$-C{NE8v)peDZK8EmiVvJ{<
z;bk3oF}Au>Ftg1tgF5k{zm36udRC^^xlFAyOo6y-u=wqARsqgD<Mn}LZ)eXX{1+8e
zkEF*kz%8x%{cS9^K3&1d6TqXJbTl%$t*Amy$fb(iG=~Fb)1xL}CLM*@dioifFr<z~
zKom-=tI#Y&Gm;jT^bku6OX^SE8cXVbG;B$`V>8F=riXLyvMlNFVcMCVXn2a}Kz8ZT
zieHc9-r^yD&5R;`-Eh>zuWOH*EOu$6X>p_}lF6=(w6BV^Bfh<7nqF&ip7ZumV@+Q~
zun7cfqK;rqm$D$znr0r=WhZk#3dOQZ@u)GN(MMrG$q@rO#ZSY4YUue*y|henDmOQA
zCPStDj3ueU>q?a32Ser)f136$V~+7cQX9`;J!gyevc+?~*JWLG<v5(!ojNJgH)iV8
zN&dE(1I(*SnG-I}oN?JWs<r1O)w^c&m6=nf&Y;(tMvuL0+$Ay1GWEWiWG~G;-tnFs
z(+}BEbF(Csek{aRZBuzPJ|>o=N{*Q&sdi!ZN|Gi<9&y*CS|2m9uEjB4lS<a_SMy%z
z^gE`rt9ysiP2VBOtVi7ysy>w-ZCk@Tz!`r`FR0<Y&@-XxM{62J$Jvi&clrN~&$*Sx
zM`vwvQk&n%!yw=O`hQYuREgUCx7<JH{u}6uTfC7pyJ`Vynbujh0Q%9I-VbS6v&!Le
zC+9x%2pwskljAKm>v>VrQADak>v?ovH6hXVbw_&Z1#5Z{OqX0kn(OeIUX1B^R2}a%
z6toN%d`x014Gp<!G6CdMdrTAiY3KW6CaI#+^sK$uDL!U?<E+GA$IPPM2_9YHrEBot
zmX{_<$Y5Mb*xYn~W0x4e2RYxmL-sWh4zK4G9XAzSv*V_sqyHndOxNRPAK|>?CaJ1R
zja*Q5KYlirhzu5&=zml*{6AMz^gkCePT;uFdg28o)eSBi*Sc)b{}DFs1sj7rmAJV7
ztXvQka6$ir3;sV`Q_&w_<!ZwU9pb@^m%h?7!TEybmJ_?Jt`^K{n&7-ilSA)yIbR$%
zrSYfKy_wp`O5U#|1|Qq_>9~3RQ$4*SYmxgrmhozw;O7U`K4CqMRlJlFEVWt1Yjnb_
z;+ZjbSMj3fo*sdS^gpCYJYjlvbWu+e<zkHt@wM|4=xTS;wVq3o6Jrv`R^g@*ny5pB
zrn)@52u*{CRTG*9od|~}6k5+`c-L5=>Cr~s$DJuB%>Ks26Z)wkCbz4jZ_4z(;@on=
ztgp=>3|?Qmfw<+@AeWsmOJz%`otMg<HF%z-EQOo@-C%xW&tf8TBxB616DDJ$Q=2W_
zK;uyNG$cM}9JSe5+75mkLFTIyoTZIQoW&3sV8+w%bATzy_0Dp3)4cEj<-R%nTj~`*
z=ibKBG}3*a_SSU1BkCW}{@(UL;t1z2%<aHBhlm{M25|-5nBAnwEGPD)v9wwzjiu55
z*sRMuX^br6q_Owxlf;U!_pg{W%iifp%sKrJwPuRESx5gv2dbYmI&dhg12N8i8tDvL
zmnL=-nt8Qz$w}72audh)g{61H!ziNAha}uSAgPse6?Ml)+9O!555D50+4~^u$lgZ;
z%cV7fXodV_)9<(^IdNh1K39zyx7ax+@>+CZpie^L_{#V+q|nlqCykc2<k5nbKEl7S
z()<XGH1EREasXDE`|z@-?39*!vC{l(_~GZm4?kxf=9T7i^*zh8<14-?@)lIfd6_X@
zpntBMIHf*r+-ArfS5AD3URU6t^}@-DW-YxloSUlg3z>Lfw}M|s#9NT#_`M^%$G47O
zD8UOdt@)rtd;aGFK1YpH__g^wBaS4$!oP6X_DMe9g+qcv`FsXWMXl$>a~w4IfcGh}
zUwsp=%Fo-|p8oB{5@TKYGG0%?8smB{>agsvinCG_J)_wPAYmKF15FmQ`9G<%tI<2g
zdcmN?Ub=pXca8duCCBjncv2TlYFJ+HX8~bFpMRy!>NC1jXWr>6tXSUG8{<(D#VpFC
zw)bwa!C4(s+vvs}yw9riQ=*HtI<=$9k&x*%Qk&|`ruBnP`Y9~%tNOCJbb9s>z3D0M
zH2wJW^V9XJPTuyajYL>9rtzpm`3S7D^(id+t3DEyy6WeYQ!nhEx}HMrtS*hh7!$z=
zr_k!gD75P$Xzb_I5{a>UYtw$ty{F*u)Z?-ROi&B*YGML;byfUtj!zq|<FE1#s4=lE
z5zssCOl)kA&2HVW5q+a#`&HhVdeb;x?Q+I5zHbNr;y*(h2K?LJFlfyv(k&)2AfyX(
z7NycRKU11dQ=d!l=nFC%>B0#`Bb@I^{O;c7>Id1pqh|VO=etwbM$mQW>NMw%Q)cS`
z48ha2C7I)M`sk76-kr|pr?7R<=%32Wd?Ltt^c)>%R`GgI??#VO{|GLNW~S1&%sk$j
z`orGdPn_ESuxnfG<ou%t^z~k@no8WY&!u%sOk)Uyc1*6B^$(I2`fAYV8@<UD*Y)#`
z^{Dn|c+TC2Xk(sp8vVmc>+T>&QBS8<-a#hDB3?9t<<hD_Y=^w4l7j0sv$7iL-!AZ8
zs4lC_QbvS~TQXQrZn`mRn2s6beb^=lv;2LKccHpV5@aKayG=kmx_?g2U^cwzx^$G+
z+%cgZ6&M<d{0Iri*7V>%I$|s9qR?K6putvlN(|V_$23Be9jNbR3%a0|teSLQ{U2j0
z7MC1|m(r82sa&A<4)^->A8QknmBiC*DbCz~^bRtW`mhr0uGBnD+JIc4?rD$S{3pqI
ze1x|}#!_ZNn#MfI6-?v0k>2N33O^sR7}CXVy75bWTk16zd!JE>R@<{#*Q=m}%-P$p
zypE3`Mgp!NR9A^`pk79~)A=;=3DsG)EV?oKDm6?(Hpk`m^qe*+#t3c@DF#XArWj;+
zI1fZbImNJv&Y6|!wIS2TH7T?qG>YX;r_(08Z+{xuy}C~_0;cbAnZ8H1l<m$Kp`MbE
z>EqMNohMG4>SNkzQ++(c82`$ByPPBv6U<x0!MqJQ&}5jhAYguegn8`fmz+j6<@ipU
zCEBK^Q3t3$C8L<C-w9%-iVqs8e<Z@@lUe1?376FG5mLPQQArQ@5T#V65K-hkGziGf
zr!jHlJ>GL1H}CPDqgM{`bx=QYct#EV$te?i@0;v>vI--o*h?3kB`vL|mrwCtsY;nr
zNL69(?FGc6Z-}8QWnk_Lrg#%{#;By)dfUx~iF)DstlQN^0@oP+1?T9|HGDmtzUSyg
z=N9)<Q=>30k6_ICsc@*eO=7_2Z$3w_t?%ok7Rwg4d0NRFtwXgzU-KKafyFb=N1t<a
z|J{DX$=Sy4C5o~8)--fa`-|vvLcVS(5#xWIdxi18d5+%nr#D&8xZ2w>qYs0n?UzXI
z*!C;>ru#1Rs1GC@#(zV{OJMx>(#QY2=kgfVRqt9@>;}G<5a`yo1TnHKI^f--PDlh;
z)Za9eUwG5i-?9a6Al@UU6&4joj_i<kQp0-OA}r}mel`?<;RlFn!clLUO%<kO^#ea(
zL10RU&!IJY3T+2ybh|g7uewW4z;zdo;kt`#S+pZ}f*LL%;ChHh@6f>xPE(Iw`%Yng
z`dOJL;$Yq)4(2OE60zT-EHES}^FRU*9p%tePGi?+FX__@v_wRg(r8-x{`ws4dCNCU
zt&|L7&K@C%J7+I?hp87N0{a7c*{I(OMBx#dj_--!*QOI*MXsb1I9Dwu7A}GGdiTs`
zO?W)!JY48aZp!rG629SID22Y!qaX5itimH~S83Jt<+oB0vQmPq+q}EfVaX`6@skol
z*5_v9hpFe5g+0}N+3Y#i1ljm>-FKlkP49}y8>A8(Vn}+HMEMA$iFfqok-mod`IYtJ
z_0Z;5Cg{~G>z%99hGyfJUwI`BMExAc_?O1`zwMHTu4({{b~_4@4H^Fh`ow&1zVQIE
zd*cD<+;~+Upf~pl4?y=|!UM!D@Rnx8Ggx|nKjjdZ=%1MPh#Dc8h65;lCX3!;<eZ6y
zCsWZ2mXVPuV%xt$LZC-e2|{{ABedv6Z%cjWBJV79o5W&MB7a!6+S^dwEE_1IlG47H
z*i=0%!7!(#G~nz69^n?@1P1ZnmJ_(yF?M8;h8<OgB<l0-_qMcofE~?tU^5O~Rm!UF
zOmd9Td@k97u%8e_2pde#o2!12Scs&1Tza2G=#5_QAFHZY6T=C59)cKpSv!hb>17X4
zahNKxiq_|Lb=H!ID$q=qHp)v-Q6oUN98KTK=FfYm^~`U)yg_FYL*lG`sIaWkY_io#
zy$C5Jtd@FYt4&$UvcYP5F;}qKUe*3Bke~Z7738+XauHo^8D*N|q*NTf)o2OX^^5m?
zT{n4Y16?{Jn5vh59gNf61Iv?j-kO9oo%vYeg=&_>N06P#!kPs*X9m40vcfx7-Cr5Y
zSy)Z)zP?3E^{8w?_@<Vum{!Sp)90B!wMI4*`CMJPCb5j4-VxKP7mX!yfcGR8h`e3R
z<N#mD7I*+^aUb<$`uitJc`?{mRttyz3-rc6C~2VqsIN0m7tmKek0mGDBSf0o$Qe#!
zUqvQxiu;Bis8OB$K#HFIq_<nfl?;}CV5H;`nZSg--kKg2SDg?;9uSUzUT6MI#aLiA
z|7;0?1~(=MX)wux(BDBK!17D<s4vL!OJoBg{{RVr(f6fqzp~K}<Q8G{HTZAK=u4^_
zqqnHS=q(5$zXgH4x2kR;fAi{k$MC#-z2*p&lXpsX!1=9)^IK&@#Ahv+V6gu%k>eC#
zJc-f7*R0`6#yF!Gx4L3jT|kV=5V~9bsJEB0z>wwUh%5=^{xYYKKJiBJ-)UT3ul=aF
zGrii2_`gSTi;3G!5O?A@{vVMD@L~sDO1s09;6-euATLr+YL!uJy?KwfDUSo3$ap3V
zC(@_}{elx|RO8>A$h=p)3#xD;qlWqDQp@C}HT9$l?_|}QDTOo^?xeYZRP=w<JI|x~
z2oREfT6|yhW5{E4t)ctR%ez=z8ih5+#@f9wFh$)Mg>{{c1^2K-V!=J!Tf?}A$7KuL
z1GjVy&^lfX4gVkoz%ZUq47#Pk1$yvCZ<fgpB%a9*@@X)u@Cxs9m+%TZYnbd{#3pZU
z#`z4EUZGI3hU{S5CepR9B^XZO+{=A$@f_6FZMS$;+!q1?D_nUMH*N7IJ8HjZ(DWo$
zxN0T+%3yTtZc_eHgFb+HS*>n(NupZKnvVXD;~l4J*A#P$MX$({?!I*OnkMt5ZjaES
z*Lz#N1&+#<&sEi}yUdhL9Z|P*E5U%I1bz2=-lnRxe6&)R?oL6Anrv9Db>^5_F-~?(
z4z2DB6%p>-4jQ|t{6dA3ZnN6;1Mh8)x=i+06|3$DT@qro-<-4rJ?3NY5OuA5v=XcC
zQ&&q?FR7YU7j?8`b%bHnp-*0uMw%tTdJ*Z|v8RQyA1U47aq#@1H+|0=dGub1Ky+#U
zW)OK4l++cy`;Y8-YQ2;L9%&sx$Rm;3k8WH1Q><)9Irb^N{>(+>r?Lg1<WC8KFaEuz
zUevyLaymB%7rc{I(268PbkPc5y44#zu+<9!i3Nf4-Qmvd$E=2QW~^iJqS#tOdBJv8
zEyH$}Y{6<$TL}T%t?3raF2%g9j|kG95zfdy5#L=}oNo0B_O0FslBm}l&hDWsFv~#e
z#+k?H2$CxT-)O6*OTHk(<XZIQ%fg0MHxS`gi3$;Jwne!8Y$DKst@xuftCJ-qh+so_
zJ<NiD`-$M*`M9P=^!otnOxK=5>C2o7(qt}wKd^}N%H_KRG0KLrg<o}1|CLyXfnU`!
z(ez!K5Uvb}9y0l35);b%mraj%%vDTnp$q*}(!BfzjH)N0$nTw6oZoj+(b^eP+vGVG
zC8%Dl+J>{gBAg*STZV=WM(N%|aRo^}b&L4yurP?vJ(xAb=N`5HEk1AmCa<Rc@~5cU
zoHPBcKYLfIF;c$Gvm1|&6@Us#^k;k2wE|=!^Hucya9=NHdTo<uFOmodq<7agfpocS
z;XtY{sOzI^a`+u;dK#g0q`-m5(`dB9p_EeXVv}G?JQGUkyA4%^(zlr)Lg`1fIh2mb
zn8pwpMTdz#waBeMlW>Gl%B|nl+yC&^U-Ds5oZ4x%bCUhLgh07|AqXieNr5E0Mjh%q
zl>ERx=@d6yqer&DHKs`j8z@~%=E?QBhb$X%t8g$Mao5s6dOUhjmM>jdgkhZ)1pd*2
zKuQ0pZ4&JhwMC*mKyn1``?%cqku8x-d%OhCnV#9x2*3w3>0XKHK3{&r31^j~kCDUb
z0&-M_xS6&EhO0rhogI<|uI8v~fWOo>u3-=99=n?7EN<D=JWUXH_BhjCFA=cPwvGjA
zgBut0e!s88yje#CVbQjNaM><ZEu`MC=z==Nq6@eSSoF{Q3l{xzohmFE4nl65f*kEV
z;{?K?Fqy+)GKZtc{7eTu_^z}c{_(zRZ=n~RN-NR(PJ36WxENw1q_J4EOO_BaV|URm
zE(VKsadkwqNAKS4!`l8dy(!ICUH6Ii)zVWP-yjtbXqwA_MC(Bwc7F^n-MykpB`W(3
zPkTM52^#`?jy5r-7#JLdHPFUFF)%F(Ym$wHV&Ha(1s^sq#`v%$vIWHew{S5)e87WM
zB}T}D(SCX!5itAd64AJ@>M>y#*46B)Gq&+wZ}KnxGqkJDzwKRhKch&;R+9mtxkGvI
z+Tm$U_&7x;-EX|FjxLDxWvF*07B<-@9hsI9#!7Q`#^}AVzGmuEiOAdSp6xt##Y-Bd
zq&eTk=!6%WwMYb?@I&CeVV!f%S@M2Pk&b`bo2jS9`Sv*Pl9X)&9W(Y<X7_DLziez)
zvVOa+Z;JX`g5iegA_J^-MwBW}Sr5|=^l<%Vyzf~Xj2-9~5`2%S^jI-6*pjL*ARhg_
zx2dbP_w-v{UpF3=RMTupZBFzpP{jh*Y)R$EnkC~vtl5$(kHY9`Fz8!X+gtgDsxeUr
zBO@fBgV#w6=-}0{Mh9<~Ezm)3VI8FIp@Wt%FeQ3TAsj`YPxTd=f>h!e6|5H<R>5xd
zF@xBxexAET6n!Pu(JLKaihe82*D1r#aH(=hk~hRsvtzYE!ZC?cR$Pc3t9x{4h?RQX
z!s3YfiG(1cZYKyk2O4SKvDzyU5R-nVf#hQ2ciDo7T1|;rN6LGSGV4|~xJ5)$lG2T)
zd8DngeTfcH#iox%6=BGNAe>qdgwtPQO*q{{!^=BX?Ib76HN982x!l)KwU!Oou<9!z
zV7iwwt5pq%d0wsRe^%yOE5p1+9n4pTxI0!B7!tHlVF|GEwy`XElDbv$1~KLuG3Lq!
z%AZ^74fiB=RS!upWO<;HEX&R+%Uo9$s|(0d8Iq`{ypo)*EHGrbDIyCJg56{tyz;g^
zR`1we)Y(H;#QDJYl3VEBw*+x@kMn^85&>1mUS%kKOJW&HNCa%X=0rf+2_iS?GZF!s
zRHXI|m^KoDv^e^OL?A7$aw70{%;M?(OY~*=zUQlObwdk$gX=7=hQp8aRhWdk8m8%f
zpBI;@=1eja7~uX21cVOYOc`6kM@jC{eTsZLRJmw0{;q4B@pql$jK3Qbg)uUMv7?nQ
zWyweR=c((Wu&%bTbm;@daeDr5nXS~lQMd~#;jU<qe4ctH3hhY?ZHU?ug|Q)m0Z;q2
z#DJ&$JkEI9Uu6qCEw`|zCBflot#M=BD2o%G_RhAHrQk@A#50~YK$96-`V*eEZe5xh
zc-oY@uBSc!hvKq~GG;}3+C0e{f_r{@-z3$DpAStf9POX&eZQ)73(TIixr9Kw3khN*
zfM@L^5#U+N>l)8mE?eMP$4UqcdsJQHS;ujU@T??N#IqLd@F&qd`f#ikQP{Hufn&8G
zFy(G_ja%wc*ErUPBqLy&J}QB5pk)g@>uL!B)6dm4o^>WM&z^NHWBeQQ2n$3V+*{Pa
zePxL2SuHR`xIZESJnQR!7LQRsOWq*I53U?P$QE*~!_)~0fgDFG$#Lqeau9XMVNr)1
zl_80`Parv4SzySqtCAd(pYUC)iq9452s!f4HS>`#TUM^}jZobr1afpa*Pf3ajB&>K
zAnK6Aq7FGM$jV@Dl76a}ueGwkWy>4)q^~>Ua0zJ?reoTX;>qep$r{AC&K2W2*@8${
zT9o5c_en5hSy)My#b=d;x_~TJ7m&q*l=bs<R2Br&aZM#T5U}5uY|T07Wocm@TV+Ee
zVDFM(i1FV_V(dPv7+YO2tS%r%Wr!QFEihzxGa?HDc3E8$W(&zqd2z2<T@$gJ#0zbM
zPs<{R>(e-5x0DEo*v0W6rAOZqs@{nhg0}54IcQ6li=a);9zmP@1%mcWwlf6nk=zl2
z_Q?3?psh!5@|P#d^33D_F}h5(?3HpkKMXRH!er<(zLgH)g{t>HLwz6H)jR4O+ICy3
zZjth$dcRvjD5Sa7`z`V2$juztOnY(f=}i-Sb@js?8z<8FR9|=Xs6;^BE+2syE8|Vw
z{;EVp^n5Aaqz!9m(0K!Idlbfp5e(GpzeZu~iC`dlpOYZw9MSt^youg*WefV}7LMN3
zKcaV4tcU6(s?{H-&P}Z@5l#4>Mf2f?Z?{%wY!kWLamV~;s8;9ScCEgWk!3i)kpZE&
z{jarpsT8TITD?5M)atz?B96v)PoR&a6ty)+<1b7w)jBvuwGQs1s`YdA$;*6SI`mad
zl<b!=RmpV+*-g<z-(6~|1>tkawD<U>vJi1Vyw4=x3pN;P+hwwExw=mhL4JCVfOvHN
zJHy=kwBNP9Os>qAt7im;Nm8FofVR<PXk`njVC7pJ)s`r%4K~*P^~D|4*HKuX+gN-Z
zfI29#pm}=}jOLwFPfR8>k6T#t9!)TsXUW4JYGs1R8{1#yYi{yJi3i1_uRcv*;=48l
z^M%?xmpenom|ssXdc&8lhg|LJn6Z+%lXEp+vMWmSR+3p{jPqyuepk&cFlUTCB?R8J
zJ3$QZ$QUn`2#Atn>Y4B|Mz$bhyk0^OS!UKV8RHGyB7%HA|Ly9isl|yZ0;5G05ygTa
zWwam&CKuN;0iM3Wj#~Uh$qBe#U5_To*DzK#AY*(-LcsJ}^-PAckeKI;@jb>kBlAQY
z%&(TTz<gzhn=x8oNbp=l0;DK0bA2P#Kaw8AIPMPqaoK`QD>0F{3^^Of5ua$wk<1up
zl!K^44vRYEs0>Ne7q9l^C<_cZ{*K6jus)=o3G3ZyFgdKBPxHWq_+ZH{6mJkgT*c$C
zK0zWNtY4aFNDWF1lR{9pwVH#vGz$~H5=>C1DMe6U$is(dd@px{pnh*+<!Ia?0hRby
zclcha!mI7LlfchPF5%VwBOo5V@Ai_2SEGA$=KDTSTLgyjY8w*uoT-6c^xYU7e*ZcO
z;qx#;xbQw0g|yc~5_NY>l2i?TYprHds6(cwsqF3&8->&;j5PY&;tN#UD1=sF1Vrrt
z5&^!mPm=MSqht$wC%3TgT$gBkr!{J<2Cva%hgUaGE%voAzEk3vp#3OKTd3w19`si3
z5*~CxlJTJF+E<$K8jqUvppVO8jFj9<B*$=|_bhBaP=7zucMVTsnqILlv!=Sw!eW2=
ztb{<VpCX8n2mW-cM1V<eNizO)i)?{E{YFAy(qASSfBG%A2vc6be_Q^PsKS&jsxV~>
z0)J{jV8t7gj6Z!N$@tU6WTGE(F5vpyWW)8jvV|S0{(8MH#-Z0g!Elpg<Ae4S<LpcQ
zjDAMOiEz<WIzu7p?pT)Tvj8NB>q)Kt`#+M|lMdjb)+5#<rT0il4g3#v`5!7<P<me}
zArN9(B_Xb2j57*B)G_)Nb&P&xh+BGFU`)Y9mE=I_{fy)day;qE@uX})K-efDkmHR?
za%?`696Mg6bsSd=i#WuvAd$-30z-_)Dv5#8`!C5F#5m}RaZt8IO7GYdp?{F2c8aZ7
zag1@sIiW5vCsr2_#)6>qwjhvWUnMyZpF2yoAV<d(V-_7{3#Q{D34sU$D~T}VtRfI~
zh+t8N2$dmje73-lqg_haJP@B>OEN+ADKb!w&rc+o`24VB7mjQxL0m`1@p+X*Kzx2C
z#gJN>5+;TCY<o$L&(i54K9jdc(M@gw@p(V{GsNf5xf{gi&r|*-KHu0oIaNRR64e-1
zMG~r*Q}pZQ3zGHhKFL?BeUfQ}>;DOeM^9}_udTt!zroLp8k|g5y7WtaK-H`-6_EF<
z9liUz(0=tlDdwC^BZ-9wm{#9Jz&zQ)5zv#S7yTlhN9}4c!-IW_hBO=n=fCc2Wul<O
zGg0to8k{Pk-~jFxQE+H|j)E6woML%p0Q^-908Yy2_Umakb&O;f0gyhv{-?Uw0&~Q>
zMna${GYDdM-<?^|UB`b!uV~GeSg@4a>l;hCUA7?Xt&|Y96wf0(*2Q|$vzhH0KE|!W
z(1-HhR_G(juo8<hti*yK^jQ!#5c-ZY&ns?Lp21V(UjH?n4(f2;`i*1`;(kdGBQBj?
z8>aq{2y7SpNt+PGFC!E^)6H+Z!etLDn~0nim<Xu?OyrgN#zbD>eqbWW4d@q4B)LJf
ziI{aMxfBsv(80P?Ha`q9Ibkw6QDkUciUud6wr^r}dXav9SN+gy!2<o{yS}@V@CK=y
z8i4ZOC+QsUx?rjE_sNQ^)ft^U^h3}2E&cmudEA4a{t4fU!4PpT2DeSbbr980=^d>a
z2Oau<?RlB4blVSoTW*pUMbPyFV<y()xB79}!CZc$8t-Vg=6B!l*5?2CJuAGuHJsnH
zz#AX=eB=~owukWHDjYeh&W90ja-$w^5n}^Az&kP6;F-mXI9MxccqdoesNNsttP#2B
z&ul(qk9zt?4R5MOgP}94#bxQjuZn_t+{d&WGKyuw_zZ2JNBjJA^~K)mF=~VaPyf1T
zoGv}$t5>mqn@@SHMwB3vcKEhhP`$fnUK@S&PTzCtUP)>6b^ea(K?~yZyX%4XHZbdf
z3q*58)~CLv9<^G4^ycimQHc@>`u%(ZvjX_GL>=AU-_NsI?>-UoWa}GX6;MBXoRUBm
zm=V6R5wHk&B#I1Oi7m;Xq=-uugSU2<zn@bl)i~62*}}b`g-Z%z0nW5a30f8})@y3}
z)8Z$tB?cllX478&poAnPpJBsk<lNCfPv2ZTTCb?%uRq|jc@wcb!_OMG+MU_pKSRrc
z{M%j@e4de|$GwXIA&p2#X}(<bmcs1r-om{T<Dyhu`kk-28X}u%c5?Ae7SABv{~sFn
zZG)=CB*s?$XzkcktOhDD2=};_rsl<Fee{iSK00Yr>c3L|`KhnAdpf*#s#y)Zio24`
zmdm~qzG$ATtM8`cGP5MO|Aas{Z4U5+$ksD2m0M5G)`5I|_y^x<b+3FHHo>25NV+rJ
zxqHfgL8|*o!pc3qJm;xYy={-LP(34`UevE;w|bEW-Ba;T^3b%=g`GVy&SR<iz{~l`
zdi_tn1zOdj6IG;_l^%0n6<BXSMr!09yN~LCzWL4_;PrzAshsba*AE0Mt_*h>Oq{zf
z7o5Yc@Bh`eMoFl#>)U_xJ*J#Ap(e2F7z+}zYsy46*C$3d)yYeb`$zQPxJRB!{WElF
z?-dC;eulrcj{n1Vfod!%!QQP0Ii592GcVcx^M`MYYANwyZAEEj*}ob6zk*(N&)n-P
zSG}XqdZd}x{f5aF7&5ic>wfLj1lcluXN&Qk9!4HM3Fv8Ne&cQZDp_<5I$cjX;LE2|
z9%Y@!C&!9GFjjmlHEhKVQeeHX<AvNe(xV5`^v8Al^rqfHT4rs;U}*#=B*BDxf&~>Z
zhkPA9YK7z-R)7;w+Ygi9UnbjD2J^31FH4ALn7_Qv3j{GkU3N$Qed>LQ(0@^JxwDl<
zm(M+Il`UC|{iJO4bwc%>1d|<=JKxZ(@k@K(bBoB59^k)2ZUDR7L>gI=MSATLzt`@p
z=$NnAhOFF>U+%n_hFstC0?$updOJNK#Xnp%NT*&xo(&Qv6U0b}gZ+gk=$xEiV)frv
zSnlMe8*0gVZIRz3T!v)flGnPojFtGHdS007flUQ7)G&!a!%(98?QLC`GHg1>pRY6j
z@g=Be`7cV>(^a6%8R+(Xp4B%=)kY&Vv*r<dd{P@i(jhfFl!nwS`4A5_a;gQ)8B((a
zIw6%p^HBEvxNoC8_2udQ`X1Z*%lbDj(I0vIkE{Pknb<<>JtiRB?fh@`qUZcW^z2W4
zllAxg7u3?36PDN0A6N6QR2u{?Vz9H0K1xUzY|w?uo<{!u>hsD7`cRSIoZB}jDH{7B
zdnF$1_V;uXfKSR6gn9ZJUlI8s*zGIkH|(}D;}c&_*PC6t?L#Ju$SaYI%|1dC<VId;
zv)K)41Yxs*hHSGVGhSv+q`9t;tg*T3nKAy8s+gY)X(z0;?nQYBh47Cx!{b-eja~)v
z0hn+%34tnhAqXiriL~g2qJ3(NM1Tp8Y-mh)q-=o+??0L~P+cRzFyR>ujR{}NEy9EY
z{I_MoL>eY+k%kFdkOLWkLS;c<!owPxm4Lww%|cnTJy~PbYRL}xf7a#yS=o|xL*PpF
zri6g?O+<>{xt&iU@M_=NjB!R0h&n{Ds6zw`0xx7iAi`4-5wMsssG(Vb=tBMTVn$g*
zQ?%925HpWyt3eQV+PG*-l?d#TJXCF+PcC51?WwVzj4(B<XIN?hk02E;L>C@`1_J9D
z^LZfP5jt~E@CcnVOtB_i0+ND_ss5L3w}52-)iiPo!z82Z7UC`v5XUTFP;xgz_nojj
zRqs01BvpUX&_7RIA<#@#K7}Q858O}8Fgp)-Mq%A*W6^fO5cOyj78U4{7V>Y4F&^v*
zG>+kLot))w5wd-WX>5N$MwPbzE_V#u-=1OObwRejJYxcbr2`l!8H59PJKO(I+?N7O
zmpFW#oT2Z`@%K{S3%FaNb)t7gzs%72P5gc(AEU1w<#*A64Ze#wg^rAJ$Yp#cNx@~D
zmJsOPNrIT+z>Yv#BjP^nmN@FC(Cu*?^;2XExs0n+frP;1@){X$QN%66)V6cC(p!*5
zZ|?4|L=={0bpvN%L11Z#jf}I1ZzP<>c*zZ%#aNf~v9blu;(7@I=QD{EJBuzP0XvHu
z&MLuJBY{O65?B!U3JU@WMpcraZNC3<^@8LI5<Krp@Vsmx3EJr41^#yG9SJ5e(skCr
z=7~DvoBXEETa^TQ@2mnnZv?XXf<P981WMA!3jK|g1%_15Mx=rVjB8{(;7QkK9m_Bt
zP&F1x1}&^Z5LXM?17=7Bc)&F6xtKg4UtU5lv?WY-6ElZM!VOxg4mT*xE<_w|kfs=J
zunUg}++bJk4sNh(<9~63zE=L_wi^s(M+ti4Wy_WRXN&(zb+P0d4sn=(kd?>e(pw*;
z{@eBTi@Z;$t3{)6gIBPat{a@vSYvTwK@`@VHWn5qo|IU~jUH`ma-)}I3v#1Jc>vwq
zXo~rb+{j{<=VNkX;Utqf`u*f2r{CNxIo2Y{D-#zsuF^+-&4}=kKQuNzGN+TjMaE<X
zOCLE{5`>R@>R92`>URl7l0@HrL6WpU{UY0pbCVF`+z4XCFwQNLy0x8Krt92fi*are
zVw_v1>)g0SIJY0TTj|`KluVOHq(~aZyGe-gZW3a=Tc+#XGWCv`g&(T%62mw)m+P^z
z<v>iq2sKMW!1c961&)olXUBFUW1Nxuu`c%(b>rD2^|dtv!<2<%JX?f&;{!5HHAS}*
zM~t?y@dKMBJxtgJg18gLeqg6WKykLskaISWIFwX*=o<FP{?4{C!2G2~g=iY{&veb7
zX~X<a@GqGEiOhd7|J(Zb7un{IENFONN@kL>=<$$N!RX@!#L@Q*@qeXD3yW8&pn#h~
zh%WBHO@ldE=Dgy0Q5c;f81M$eqA)IsV89bxDKX#)re+yWFh{mv;e=awnUeZPnq+a#
zGm)JoJiw%j{Mn&2Nn)BbDK@K07w{kM6fR(OmL56S-##OoA=3KeBww)pQFG{)x8Dc*
zFH{w>4K9E_G~?Du|Mc<K)PrNQ<J3zM3(nv}34w0CM-U?soWU;=0cQ0h4J2neKgt$3
zgOd`%W~DEg%>^odjOHJ169%=K{|>o>IRgVpo-E@HEV8gC3j%LoL10hcXBltsZI;P(
z_+zH3MK<*jQaSKmm~D73lr3-xJtPD!p=-8r2?^Q8CG=#Bf0F>qGejMQkwqOMSdi%_
z1H+XCfe6jABO<Uvn=Ls4_p@B?XUP_DzgR-R{k@gA*JtIPsAs)alpZTdfqAPt_%jOv
z=C6$~4}bP`mOfCcMQ55+6m?t4aCj%~Ye^jH_60#)b>qwLaErwMBo_SHui3^uexWzt
zLm?R-Tp*gbNuqX+m}StcK@dR`H%X*QEYenUlSGz;(zwyNuNf2TdT1W`HVI2dF~g}j
zdTkRr=prA3{3$smhpUkj78nVaWpVJh(uzZD!sC*jA>m43>EUq)b2sp~gL9%iF1wTR
zM7c2ma<u1zO~P^fFvwgQCUa>NnGv*AGN+)ib3HAuPxWs}L}BZi49HDspl7cO(pR?|
zRBZmVh&BcZ;F(vjD}UltCOe7#3GWOtMC=T5+eGY{5%q-i!65gtV_%C_dPEI6mqiKQ
z7+&74+f(kV(N4^miFfdd8}@aM@hUDBkssj&BCI$K;4%sI=Y^b8ARUWkcS6n<TY9xw
z3L-OEuiaI%o8Eg{L9w22mH%G#7;^;amgPkD_2O0tFqPwl({pruyR0&uxx$}zU+I7v
z`hhzNwB9t+pQ;yK;~%diKC1uAX8QMAP_rfQ@U{Ne)MtXY#+Jah79_MK;Cz;2w)%F+
z<{OiPLwNIx7P?XbiMsG7|24Y9EXtt|N-PeiiSjv2-2u`?es8~a6Dc)s?$MQIPxyN|
z=QJ_lG&2f;)?i!&MAJ4=2ra@02&Vlc0)lC;CMKAUlr0FR+`_?>dPgv=if=kVQ4v4!
zFv%F%?wf2D9VNPns2`G6Kkc8bOXvA(m-90wj^4#R^Piz@KK^ZQ^BrJh8Dc+XKuAHb
z&9_kUAKB)6u!-5`dssHpG`QP*5Ag7~+kBHNZ}UCb#BB3{L4?4=<UM$sZ$wsbU=_1n
zTYo&kSJPS8#O(LI%6&?%@0LuAo){RWci-;+Oj+Qp1w|$L#2x;%>Qjl0L~Of&&=HyI
zf`e@)X6o-(kOr2{4lPyxPds2MvR{lo{Mf{-NmXkq#u3HT=`aEmCS4*xVd^(E3gee8
zP#A7ug(2cl7>iwY^goau@Aki{JEQ~}8&>-*@~6|aNIPnGN{+R7r6SDpfnM>ne{Kpi
z1zSpexl80;7d6$5fAr_*OYik}&-j6#l;ix7Bt;2WhQ24c@ESEva*O~ph9HJ7<WRFE
zf{El!O&&5!wjhUEEFm1pJ@@JZuW=d5S(N5hk%L^se}_~E5o%Ub6U8MN6U8M2S(Mc|
zM={T}+*N1i>ZW{xw2j`?H#kszB%cHG@43vsCtHa5*1Gh6#l>p31VaM)G%`zo?*Km2
z)MQgXGS(R-p>B{(S=~Ss3xcI13j$HLhDG6g#B(M8NxM{UPK)&r2fWaHaZ{6%<mM75
zA)Cka<q*W3J}$3XO9Z4NEpkmdLSKw~H<XSLIYj*7Qv5}}!tz9^HX*`@_%s%X_|Nbo
z2-TywD@6QJxhCQ-V~>Q*r@NaV*1WXb|DJ8ysIfM$@V}t0m7KC^tE(jB&tnCZf(a}e
zpN6ijGv;QkQVS(MtZ#m<sl9F|nfYC@r=l<(k6<8LY>L8oBZ2|z|59SW`ajJz*8j6?
zf#dj;$GDv??Vp^$U+{j{KOj*Gg#o>dcw+~U`?S9;nLTYzCC6HXc<p5xjp)<<Il}Jg
z&S}@~lf1_6hdo1u*KPc$wEHV0EiSw&etgD1)T0{m^C8XQqN`%zbN*@`l`7#Vvx+1H
zI+jlm(lO#3E~1x2fR%Ok8W+)Bw!lS<mJlTSBfVzLWh}P{qe|kxE%!iFVN@1X7?lNq
zf3P6Pa?kgg5~Z_OR9Q<UJ79gW%lcy3f;#1S2?6WR5-DDIxthMJ`$K+yIwPD>0wN9x
zEaH&Bf}qH<Adui*ApsXzKS_qb{BD=|-LeJDAD0j?|96CWtQws>6ZfNk&QJ2V%v;34
zyba++BMSoNzcb8xI_re5$eH1``c7Wsit-IC{xp5JIOsK=t&>maC$z3TL0qllYU|I}
z{Yz9oi3Ru8+h>ZI_CDh&i5@Dg$r2OvCWh%@Q-7{Rpb?^Simn*rxsB}VN9*K`KC`QT
zz1!_X)2%1SB6YT{2{n(j$B;biP(4@c-Cy~ADOd9}z@NU%48fni?E4pg`tfG}X4{{J
zQYHFw^`#5kCF_r+WJsFc7Z67;{LoLIo8r~#p9I{jUhVc75BjaotW=+h!Z;SefPYN(
zi;07OOz<23m?K-@9~1QSzg++5P!F6T)w6ix3IDI|x7+`kuKT{fmGO^BO5&J2`fVB_
z+d=l=-jEpe_ZtV<=>uAq{x1t49ppPwBCJep{J=j~4Ux=ZQEEvbzfyubQ_sF>d0pMF
zdy-NYN__auDG~yWyPO~_kk9zdJ0t?^_ZGkLo43do_{~Qo1or!o-}ucH+#<YAfBxI@
zn?w~}$D#_uwIJ}D76gVn*KhphO@6ah{kh}>T<>(b-YHw)b^a$I;QCjh!Y=bg;-1&4
z|746aa!=I3y+s||+Yoj;76jaHGu(S_Vojq&l)s=k%WvGy<pzcYnaljf?Gy%xpHNuD
zq%|XmJ87Iyl}QA6oQ?tGahe6-aXgn9vhnm$OIs^o|5DvTgpp9uh#;YQkw*j$U?O(~
z2QV=Z?ErNDi-P0yM_>E5+a3TJ6;<zz^yzQ>cd45tzcBur1jMP>xW`|^W8OJ<P&63p
zUlK6Ze{aCNZ}5V|fNeh?&}CN#OJijNQZH&i;X{w2@UeR30bNAHw%h+#$fRYvG3o0_
zXxpTJ=3ZdZdjo9J<1-d9L|XGK$q1}@=a2qJ)L#;eZ0F5A{#qV&NWw>-YCbDANCZRk
zKWA33XKex)Zt3NMwJKA#L;D*Bjm<WcEeY8LSE-f~!rJdC)<uZ{w;XECtwQtnGAowd
z5@l$<MH!lJL14EQgf-ujioW>00;hIRm(`>N&7jfosgf_~_#}cDA@NGVY>B`+?x7Ey
z65}8?DNGC{gFS-0swbx)L>3xe9yA(W&g7xtPxCKm_|w5?4M)i^a<BizDinOsKH9C>
zBKbtgut7j7M(+1N?onR}kg4}SV_|wZJA$StI1q*KXBc6}9l@!wdBkK$C7|0i@{Cy!
z1%$jTiILT-puZ>2M7#pofQXl&4`i|i@U4^dI7~w_jRD(EoN-C8;BS9H$UY>Jv5(hi
z$ZY!<#NEL@M&y~0_v%r9ZpL;NP#VeWQes*uD%8Paw74=(a*L2xaNK`XjgjCv0}5tY
z0|NcIhEPa<h;I}Gi{%qAl0`IPyzjC|wji)QBOwS8|H(6f?Ky4{1~P*GwhV-*7F}47
zF8Nu!yVxiH*02t%Tf~J0d3tyC{LVB{^wQ=k^@HRB9DnC>{GDt;Q2Sd#!0}<CqJtfY
z7-HHnMmQtmL>!iF5r<`45LzBc)OWvD)J9og2=Glr0Imh{n^B)3C4~U=#h4ur1{=o8
z2JnBLgp7VD*pm)DOZLy__A|0iq``hbQUd!nghR3g0q5Rk7<x7YI`X<K7)#@Zk5*k{
zKqv!d<QZReyX*qGb_+pVUE?y~;yQtHwNzpuC@*PdXwutNEy&&w<B8_<6~Rla5dp~;
zCCOHL(-+=2y}z_Uk@`T=rKxsnf{iqNyvGu)k?%A!<-l8R_b*1e_sn4NI@{)ilt7we
zNH&xN8|kZ?0bj~S)+hMOf0!Tm%YT~vi@!WvH&AKy6bV6Gd|<VzpD&aIxj>?TM6I4~
z-|xRcKT^6Pk-y6Gh{_kZCOx3T&e+<{&4(Y<%iGY6ytF%k%%F3=@qq&?KSm|s=FW8a
zKra8+Zpq{I>esW_;Mt{Bx^96HdjHP_H016M!ibP7l-R}<*3GZ%3a{f{;R@&G8&^29
zexQ3sQwB>{7%#a)zMvWe)~Gur82Q4vsew8kb(@4E%U>=bJJwLbKme8?Uq{|Xd`Tj~
zI@i$9u|r%VTi_7ilMuL<t@%3Z#o*+0ZV+}km;bi>ArXaLT0~)&76dNQg1|0U<r|ZE
znCHbcnWg#0467ATUm^Dbn>mLdMogp(NfH4Tm{4HS;&Td2TD;VdMOthPBWxgENF5@K
zq~SZ#E&dkOcZ>id=)hgU2s#u*8v!dsd7|740Xf=F!p>qjKMXQG!(@6!ky(*rb{03#
z|2cu3iCD;V#Rs{yIc8^ZZH~LMNC305IFQNqr+>mbiwqGvi`+I5yKqDuJB#!`b`~Gb
zFRWBx4$<+xK;1!d&kmb|A7bx^|M`HI^|7fijTic`y7)F%v?!6U<D3$i^=lmRkwetw
zfg}?$yNxUv?KZA7yN#>Y^-j>UHwLrx@v(Qt>Dm6k5Oq8A3)$xuh<(Rf1lZB%cFXLp
z3+D&2^^<|XVI>=p#l_?WR#;H8$+$N!@Pt|?D49*hEfyra$+)h-+z$SVXr}8eHwGTl
z7q<^2=#pV+iF#-O9X|g;VDRgOEo&|I;0Dvh2eO+bTF<i*e@-gOn~i_U$B^m$Mk4cP
zLVqG<<^|*$g<>!cyc_JVSB|7qlA5u4oFSW$@6l^+E&?*emJ$JOvZzpx{(uT7*?_L8
z0R<G%MwVC=*OVpFw?ju{(#LEj1hRCqR)Lu6Uy%??^wh>mK49GBS{lF^fl1-l3K`Wn
z$!Xj@{~6kE<lpvw<L8VlUFVAo2q^~k8?TZ=MD`nRDm43zb7V8kio4%<0}qkeZ`9Lz
zO-*p_Dl~hHU<wZID;j>@WBjco@QQO4HSY{|YRJ?iKUYZdcylnJ9UWGAT!N9+ZfX~J
zMOoO`cl@?};2s-{$hoFN;6e4SB!bBKmVnU55BHXrXnGBc?hzXwC}(x7qo;NXtW~=N
znyEg%fkt?~&<Udh^wLXd;C%IWWhCcNp?Qt1Mv)j}=nJ*rt98N7fozp1oB3Tfevq{$
zM1IptEz4D&#DZ?oTb%ePUR&7$^3;O2<hsiiP^Oj$<zZ^HM8KmX2!TI`J5{!zJ8t1k
z&@T#&DqCX*11#i%N2+qhpMe-%vwOg+WAxNyC7&?5ys?mVd2$ML7(1bhxnG3*Wkvcx
z_dxHA&v{&>ifonxjc9*o51QR4B*##Z?GN^9S$RGi_Y7pJM<wd!pIda-)2^f!<JL(q
z;$sCt*tHaLNpzW>-;2H?_L;;&8nC0tqyal*3uWoFK+a#r{9S^P3;a@KilaZcMI-~u
z`0tRdU^A6SBN?zrBN?zDs4-gi4Fr@0Mn>>4DFc5a_k$v{WfJHYSfa9vsi%<HLx@Jj
zMu<kTg>o79!tT}*3?W(+n?=CWBn&SCmN3Q{g`qCi4hXbUeJj(dMxE*e-JqH7R6QkE
zjjG)4jHuMtnEy{-7&uED44ehQz&V2g9h3#ez@-<52M#C7-Yqh@Pz4Fh+qW-~L0r(H
z%+@9(E>c573WPj}#tM1RX`W~#Fl$*7<UwnT^_;k79b?%cW4rYV3M!liNf&LX6__+=
z13wEY8^csKR;F@GL4{{Xpq{6Sz<trsz;o(Lel(;BI34u81qlc4FNrdJi#P65(d_85
zA=gKI<`}(Uc%Z*JA~4Lo0M;{XQHP67u#Rmmd*>JOYc)5)x>|D+taG9;8b>e?uiHgo
zw2ojPU|%3H;O6=^H*RjUY=N8O7It&gKO%NjtXFb#h}eIV(1_Ub0psPi(a6b&&8Wu5
zE#U6?&rrnX-*&`4%*fLH?O;G?!r=anUJ{t8?vs)rY@hykM4X=7CAUBq76i`K@f!kZ
z&N7nf(tuYjm)PMb?mX1oTn&l{{&aH_!NDZF(%;3p@5aD|dh)sFMI7s8&V9|zv7pzP
zsAP4a>;=L6>B|BSt1SXtL7uw0M_HH@$dB6)#PH>pQ~LR{cow=9_k(~qdTo!3Bl<X0
z$LB1iOME5=o>Hd-nkjsb5!)Z-_wqD1Cx((+h;fA~B(w-2;AQm(-VKzhW)h24$wT{M
z_fih<zwv3gs-0|Q8v4Qe0_|~hz&X;~tTSF9aX_IjQz+Ga7g6EO={cK0-xfv<=_#n8
zB_%9~?4yckn=m6#V4|&j!sy|*!~sWJ=pUl(ZOjXz?L94Y^{WCGW*p{Wl5@CAjvLgi
z_s4-tl$KH;+K#w7uwC6R!6>btlMn>erwPI?fX1DJ>h&`NH>-Cf7UI#HElfOmQ??);
z;SJdTN-*NlS1n9X{f=8i9J+`94yiAKDv?HPut*~|SP;a93D*Zwl?6s@*wn(rhV?B>
zQ0+M@aFI%CNj-%u6GFtdG(yD77QET!lMwLVw55rs2S^T%rvb(|qZ~vXa#++MhXsKg
zM{W!xDhmub;#%5r?6@hgSY0f6gB-(LIfluWNOCYkf+5WGO2S-yR$-_MBnR^=)2c?D
zisWEf<#y-6N_{Q=|MZ1{v&6x`Sr81|@_B*w$^v8H21f=C$-%l7COLSTW{;DDC+U3Z
zTfPE4<yK0{evmxF26hp|wE<rL%)2e{hB_{>FzkO@lBMehZx19kJb5PZ5}wOTa%jAY
zZc5Kkha^D=lYR#kDi#>R>~Cq9-_<hAJhp`_Yep_2y+KF<WHzL=$ZQU<wIL^I-->=A
zvuWR|Qf9NTIo1=7-W9l|3O~Pjeqf#&#7~E83AI{(0iln(H|ik${3so$Yu??NB+yK)
zMq9bhhjwc&X=SpCc~MxiZ7gIK4@Y4=U}GV>cu8U*yI9l8WEWdx3*0)laCSj_z^z+C
zu||v~2CH!EkKa$LGAN?t6UMFgqT#jO`mfwC-1`1j`p(6H_8DUtBHel)$r{``J{Wvd
zg5lOT-r747>xXI@=p=PSU{%lsJ+uc~x3!oraslr5f@?Au{knJT#I(lcJT3LY^>@Zs
zG+!F%<WafuS=_M`^%%VYvw`MtMM*HhL+?8B?=|JMQWGkZr&sv7Z8m>?6<@cF(TmoF
z0P*~Z+bGiX@y+lfxNk>Fr-!f0pQi>(24TO02x4Xndu3Nj1eosB*2eQsl`U8rzFk7t
zS<>Zk#DRNJ-JRSjy#9V3YAbpXWjHU3GMtwM!TPWTVN>@^GSc!uIulxpLv))YTM*$5
zSA;iY3pSrVlMslo(}+-5JT;C#V8!w4i?d2X9Y7MR14v>)aFEV|K$6!gNx~aws*TV>
z2vNI@nTOi41wv#=2!d9lHYNfub0x@Oj5E#!QHKN;bx2@Ccn{5j!0py(gW&6#V04s^
zwRkRtRJcfRkgK}0nkF~{TAL;OOC{6L#IXc%H8K49(lrtb>-aO;7!N<Tjq&hA4+rY*
zmzbcp$fk!^m!6PVq{QacrBxD21L*Fn(dc1cEn0J*a7W7`hmm;HWp9yT&ojV?j%^0Z
z91(=1?+OWzAVggw2rXmPLlD}-JR%6~X%iKMOnEKqDHGC)O?iEQp9PhJVJZhJQ@N!8
zp={mSDwoC|d4ZP3V@rrmD3qbXPP8E53OlyMRM@pdGnU3*(qDhwpq{Sta-c~0M58IL
zEp*leZ;2_cJ4#f9pSC5YxNcQq!r+Bb7y}|02!T_gFeXMY5dLnJ7zlrJOHBB?U$&rs
zZsG7p{UiKU#d@XihvGUwlu%sD2Tb&HXwYPF&8Q~!ZRTJ6XQ;U5-*$2BWfU0}t1}=p
zSCQg+s|5dRalM_S;^KOz#Eul#AD4*Y`oATnxCWE(?}3sEDz25s*;-=C>AjVidsEWo
za=PN9O@V$Mbwt7uw5M&M#c>NAi{p2{8CYb4QCN?8E3j0hwiS{i;Yt<|NAFllS0b$V
zIWS1C+7?LD1xd+t3H4T5Y%dgOrgqJ1tIM*fux@J#>+VqqUBU>F!g`d%f*K8PtLIFk
z<-#elh1JM2T<`cFZP@q-;itl(>Q;$hG_b9!fwBdU&c&l1AODAK>qJXTm`~d(Q?RWc
z27D$3lTR2Wj3-Vg1<Qf*p|W1bJtGC%LciwMxnRcBX=O9|jGm%bwDWb&@N%<Myn2$;
zNSXb<1Y>HyFUh0}hTaa`WiFF{M<Sr$-X$S$>Hj4Ny9Jt$aKU|CVj)ug)z(DHzhq0K
z;6AsV&<})5)y@>$3EU#WBnxa(mOzPKw6=K?DMG?bI^iP;BS>0ZMapdpjQDV<ttnIY
zw-x1fH^~u1IIo=%;XK)ba(kGBfcwGiOt5c4QgFI5;!ILt*?_1c*jv;ghXsk0+ZGsd
zl(w_wK)HRd<PCBxaOGGaTO#H5e<T>fJYGqdr_U-3b%AnwV`W;^s8dmHZ?D|$d{n8g
zo&TS{FmRSQ7&r?ODYq>!2JS91aGw2ax9$nxKgr13=65y_oDKS_tth&a+Y5z-9n>R;
zYX{+?yP3qo;L~~?4mTUcXxJ=)GVu9zt{8XejL}z&A2;Lvi3R+~zv(+`O10efZUs(1
zBH<)bfm>k6m($+lXZ5J_j|yFxkp5T(j`T;mijY7^e~4qGKTUW>kho0Y{*nGnp)X}y
zy9;lYAaT)q0@qX#5(fMfxIx_}xkpI2SwN@;|D!BYgZI<>_t0+NiJt>6sYe8w2?-Cj
zH;Km*l9RXKUx~taA%cO#<Krld_ahi^`#(zzxcwj68@GR0wjlA~7EU~<e<U83AgmON
ziLt1<yQ%T_6506s8)-DT<c|3Jv<@`V@b}prbj`himKlqg3F+czORgd%cYvP^r5tea
z+v;B%DY@No#qAkhiHeJH8}6rrVx<yH{=luh+b~$x-t9Zc+I!i7Ky#12DJh6WXD+)F
zqn;Sp!T78G9eDc8wYJe%eLAr6wl??Lw(r0dhPl@^8nwhlMWJnpgF^dGDG6-$HiDSx
zL81MGM1Z-jB-Z#0)=JreLVKNru$$DkrUl*0K;GasVZ+({x0{BUPfHP9I4z4VoR$Sa
znQcK}&yTnR_fQ8>Vjq+Yf%&~I^Lu3rs?%B>g;p^0^ve94%wX}7Z_|{sjmDT`Rvkt<
zqZHHuq_8@G6cz*}wgrI{{}WPhdEHSm1p(T2G^5{Ewm^UjBm@HVixyzeSp}dDAb`~Y
z1h64oVOtOufR-X?%*?WpLsNm3+6SP5WzKC-)G}vY2fcD^{_t4IFH~<aL0r`fSJqEU
zEF7wT5?$a>{o;<MxF(7yuD42LkbKi7iQ@VTi4`uccS$G>pIcnh%u{h)8XKjqU%2CB
zQNtK~8e#Cw2!mMPwG0rkMf#|a^oT9gF=ER$?isNqr4#)^Y)R=96<bVcEvqRLsY*;~
zox{(9N|P{^CY7n&Qh@V&H6NoL@%in{#{+7|1g}Y)E6yx|?2-a=kZ(zWdytO+<{)1)
zCLf@G!Uy>nA`bF#+eDmnd#u15<fH#_kZ)nd^${=JWAgo$FPCTIaQ1F3^Mu1%8~Jz&
zj=F5)omy-Mf6JR_*pTbR>v>qib+~FnJsZ!7F^Y;CIYdynF~|B?PCC{%(;Vx&_}t*T
zYBaNpU@@$dIL9|qfE~TD^t#afA--V4ikO68rbkH>ME(cs1^=+1<}}}jM+@rc9%aD<
zy(cmFkh)J$Hs|^tvLNBbi~DH$=y-s-M>JQ^<skz-YK;JyB@2m!8C>1TELm)os4Gi~
z`g=%BKD)P}lSv%DlL!dyUq>*IIQ$ibaWH~`#G!7f7(^rvF{LJPXee7yFUIJE^Mk#(
zd*lsOF^;^Uao6C8>Jwk+<mk9A6Edw)Fe$^Go%nQfk<RZH>>ob6NBC~m(1UyCKSPTZ
z{M%lvSk1^Xp_tErkTT%xULVPS<m}$yQge21sBDfbOk7xM7AD^BIw8Tiq|_`-fFVT0
z7ij3+yFm_m`tW!Z=}~j4*Uh+^$w`KKO8VIE-<%!Xt8S2BWH_yF^AFV1GJ@%J*?jOS
z{d1FGU1dFt<%(fVgRk3QELRN84L+z=N}9+`mk9`7haHR_DyWA7k9t+Knw0dVQfQWE
z4IOC?rs#ePbBCzyQCJ_^Sh(K$SBVAv+2iWZU$O=Ivj_S^ozSqE^#+Si4lt`rP3lQ1
zG*aK!j8c>aT_z+eiDy*kfzq%F4M>6NV5y;D8BGIH&n9Jhd4BMMjMdDBoR|kCUr0SW
z76eDBJbp5yKon$xb=(uS=bWQGIk^ory)8RJuedUJyKbDj)O|<RFCW5+Lz#qdoU7fD
zAS{{QJTREMWLDBfHC*B#br@V`Qis8^1&P~q3E|YinNnt!8m{CPk?=I(ze7rjBAuur
zU$CemU$7uZ+bjqYo<U_M-yKk9UXy)VassZOaJha$wjklzAR*xTb)rJA$$D<pYx@WD
z8*XBRGcr%a!MsI0>vW+nR?@}=Xch{1e>B27@|?b9rljmhW5+wv?aJJ@06L3F$84QL
zkkD)mS4pxRDNcee8y_?uH#$czniO<DZbSr;MOX@fEJCWAAzf-dLv(AI$s%rLc@Y0Q
zaBs*WI&?Pg0SsfWh68XtOZASe`Ipj5S;0?iKd>@TP^No!3O=tcl-#l(Py+;{VtQ%t
zNspQ=KxR*P0z@)z@Qv$i)+uj^!kS}aA$Tm4STO#jolWp~R<^+Sm-1+t_XIuT%x~P^
zDp|z%T+%u00+t!;mng>id(-&10YqB=4(=7!|5azU{>J*{ZoxhomoQkmfWDGDb^#TA
zy9cv9YPW>LIluluk?WinjtyR;pU+*IrZX=ID)pU2h2{SxA;@qK5rlM!1fqKFdcF6p
z<*~X$ul$iJ;XGm}<ZEC`apxHa5GPyk&TX!Qz?5>%GY-JVEy9MrVg^DEplB_9eDFMD
zLKacjzXgH)TM*b#%z4KCYn><V9~vpS0p~+q&WFkttk2>8p(`X9>`y(<tSPl4F}QG>
zaV9a~$EXXq0;>ziVL@n3saRPM$Z=6b4)}uV=fM|v4hi$!-`V(s3dt?z@Fjw{bI32t
zzbg^2oA|aN=e$H>ZS>PrvroWxFDw;-FOYf{B8!TG#sU>ZJ0=fbaDaco7aXARAL8qv
zq%WwTSLIuKY(Ic}VC2Mn%2)>n1N!vf;2agxg{XuS4IZJUgsi@-*%%Yj8jT93>e;dM
zO`3)4vu;;e5)0;=q08pF=If+(F;1c+3ah1!1t-y8V!=uD?qZz8#j*vx^wx`Jhnxgm
z@5jI4BqY}uxCULqPGY34HY(WBcnXPUJcXxAm7d}j?i!xr?k>htv>hGnmC=B~(o<BE
zEFxLhIXZY!EtX(7ieVe`-0UDUl(qDzO?frdy%H6U;u#5nlKqDuq+}#iB}ehLM1{F+
z?xM?{Y|$`QHo#AOEg@`Z^u~mlGQO(pzuYQ(#ohdO$XCF~h%k(7v!nwfvmkI57KDw=
zvw{0+qh~kIiRBUR-h95QcRqCy(mn8A_k82z>dF?l3Ve$vSAroyj^0iI&)L_-cnTjQ
zoKXns0YX?kKnM#0PhmmeDPqru$Md|-nnxQ;*^B6FNOOaoJ^x`qXXo)Q#!Fl-8N~!%
zMi6%b*-Oll2=Efuo^KM6%g#pv;(6S30Y71B2>gW9x)5Rb2^tCbiG4gt@DopPSMU>0
zoFDBcP~6s@9^4k?D$4ZnCxZ3#bJHo^U-8586utdr`X=*~KeNi!2FX3jiFE?vRM3@#
zwLE&)ZA~6fpNR%jN$j9G<{I^*^UZ$bpAv(upFZZe@~&X1Iw2d__?_R*H|x^$DC$eA
zS03IEX%Kl`8pT25=cr;L_Ur4+(*-fc{N)qI{9mR)sUlIx>Pn*q^Y?ev7hfA3pYb8H
zBQ3u|@(0VWcU^F{D&i-@TFswrqxWbd_1o28X~~C0aVlS8!tlFF2=wMWf*8SY7soJ(
z0F$|>t1+32WDD$lnuH**PVQ>*f-AU1n2DeNwrriK!b~ixFcS*`Tel!ElYw20E}uvJ
zaWY-n)tJRIk|X2S2x7#;E48mn1enFEE~)=SNFj~3#ttSSrz1oZCUHwwV-mM8ahSv&
z{soiR)Ae6WV(z@)swk6aqtm~q^`2R`1m~$!l2zEiF#&OO!P{A;q}B@;25;6kEeNbq
zN!_U5kZK^D#p{HpX~9HwGwU^ZQ3$>;0+wsKL?O@ugi8Ujbht!7EFIj<#L|hf1)UGp
zyI%^$Qe}Q4mRf@F^u!W-VY7PX?qJXulf*N|beM*-3S(NxUBj3j=%!aM2%eu2%MfWy
ze~H1<WK8ST3dt`bC|%7FO0^dT?@-Gm0?g-S34wmSKoBDUHbk~d1eni<-Sm#%=*kG$
zfU^202|=v+fk)cC$>tYs6&CaW|7}?i5rzeQDCxk0EC?*ff*@MHXZpgy!>z<3U)Yh+
zo%#rA513EwZfrkQwxGN&mJo1XpclPD+~b0`<K0ZSY{6J(l!AJ|1=^Avgs{5AUM()|
zu)vTch5L0s6UmbB&d3Bw4w8&>B^f7MAjypq0!gl~LXz2xbw)|32h4}n14OYQyftD$
zAjO!76rQbYD&{&r&zqPh96)@5!JVDe-Hfk$Q}PX6+(Zyp7qOxKWYf;-Q;CJ;gB{#c
zXJ=D)<2s2Pc1I3KM3CDn$;lf$YW5I%LL=sGhR~$rq+ztGIz4cMhv&5Edavo)v)agM
zzR)MNnB8qXX|P5vy}2UT)S+&WfE?#1;B8BoA9&l69{=KPzkB@O5|BsL04WX}Z65(~
zDvDNzlZ^?Y!6X~wdYEKmbPsb~$F6O(flHeK@QgR~FrM+AsK>a4H^AvJBpOzaJc*-v
z2#-jKMtkECC7$t!JxJs#JmSmTB|PH#9-Lle>Orf5-7-coSh~fYk~QQQzpe@%S8q!&
zd}AcXpm1}&ZoDSgSZ$G5aFAb12(;)6f*5%sS9k1_STN83(J=D1@&9BC++_7~;yC1#
z*gPFixk)l=a*Hs@_57^mB8e(Y(xM8Jv><Si76eJguQUZOc+2$S?`RDe2U<R*+2XGj
zbd)?n%60@XQX<XhD-n=p^eQ(QOFLqoGZrF+G{YJ~q!~TM5QK;#%}6abil55Fq4+cT
z7ZiVHd9>oQev~K5T?vq*y&c@zaZ8xYtzj~^Mv)oW$=up8tCQBR1wT*35`a4$AUCy>
z+3cIz$=&QDfZ6Q3hsn;Tf5Mx63=x}s+%^##VMHCbcF_OW?CX|4s^xv#U+JK?WzpT^
z9XAB)4w4&Y*oV857bdX*^Z+lXV|~6iuRmd}&co#iYVnsji$+?0m{S1c6g_y1$(GE<
z9?L`<d+(c#y{Q|6o79`k8pK>*9@*Gan*_LG(Wc;Hj|D=lvt&!~zZO*ElUEgQ2G^(~
z;(4=ucgli<x9^V7T=Vwb0olB=b@L&5#pl8Ky64v5FjcRo;F0}SqQu7JB=j`<cvKAu
zarn$;6FvG!(A=WzWcD=4VQCZ=9r2M^$PfodVGXpgkS0!(Sa61udKzbVqijK%I7uh$
z3#Ezl5hebOG_fji5(YMVxyHmKqM_eNzoxN0K&0@EoIlF-j?Q^E>df?JwaXdNxWQ-n
z7ylXB(c|Ctj$Q(zNawg$jy`tu)-Xy)FCsg7>w20Uy*FetO^JIO$E!R*<~EMSHLpo<
zw)Qledf*8jD~YCnH}(8Gf<N=_)IN&;(_V6FWqetgr&Y2G+SE&`n7uQ2Z8fz^!r`&M
zo7rR_tINI0dIo!WOTP%Nw!v7toBw5SiK^C1$cT7&TF`d%t{;L2%+<DO5)%b<N-q-*
z>-931w-iTV<VP@|DCH6Ziqf^0QIx^51=P8Pqb5;D)U^0w|C`WDlY+dWixZor=t%+E
zBfF<olNfz+@-@jyBAd{8yeDhQP4%H9*t@%tyF}EywU?u3Z>1H<ZQlo5W+X6NYQ{-1
zA{AM?gHt_ffn*mGu<y>|fx0v%?-o6oS;3XIcS$US%*P}I!DIzNj4-GvHb?|S%XKt{
z94*($7DUTWBm~iNdoL3$KjRh=ElEH(T9WQz`HiR|T3S^5kInPNN}>ps77Bu8MK7~d
z|57iLfyeeH@*zV3)3tgVrfbO-WZ;<+0;V&1n+5t`iFsb2&t{A>GEdaOyhR<M-iC1Y
zZ9%|&_1<Cbu|U7Jmx<OZsDF;u%SfFkG#_pWg{c}tjJZ?At8Q0INf7t1><vnuF?w`-
zo_hfpQA6yvbOFIys#S<EVm}Q8lHOl=DiHgZb61G{%X^#Hzn;AncIsC3L?k-*0BzJ+
zwhtrEJs5mWy(&3nBd_<8fN<aQ|I%4s(0=p6oV@FG-{Zkt-RE#{g4!m~ObYw~O)Rgs
zy@UVT^5t`hm5EK<O7p{(IqR=rsj)|iV(f7>&AM%mN4PWC<Eh@RJwEq$a7e~hhD&=~
zE4e}%+y7{Ar>fD1@WNWi7xG_yELg*%90|wCh=-38dXfb55zLH4hM=QrW@xP^VZT24
z5R{@RK}ab`WJ(6<QuUL;*3Nsq_3pbnH&z`aHteFLkFkpq*@7kM6Q_bLRDTI(<DfGi
z(;Ja0;rkyKaH}v38m3BCP2^!17WqZ*(v6;yFbeF2r-KcYg@@9#75CRhkNR|ctlsPm
zDRFimlMCM^$w2(u2_nS5%9A%xJuI<MhAuT!@nzE6ZMvvOUz1OO?kg7ECCQ!6S076x
z8XUJ0y_968OEPul&ux=c)R1`I=dL?@-Vq$U65)V8_5~?%+}oONn5fjWkeo14>J%n=
zDf0vq_4K7*Fi}t6e=*UFT6vqRFwyMVd0SN)KORzEyr`CKLBh#mT3?earpV@1|7kYX
z*zWfUd5QYJcX)@Z))E03qkII?wCc+lV?(_yHgBQoE%6b7d-OGzTn&>gh}zVGJG92d
z<rS+5vKcpBQ8PmK`F%BBGMZ91ufLir(Ln!3m;OT8vglZg{xpIhzv=T#pL#^Lf;>GJ
zB9F|VD!Jf)-b=`9Vf>FoG5#l^Z)N}UHg^R7^HE>d|NL1muPmb#!=?X8lpMkTT$h;l
zi26)|krP~=ly^++lwdfK-z5av{tH3KifBIIL~csSyGoswSa2REXgE0&I3Zi$Ja*M@
z+(aeylPbi;b3#9p4y164a2zCGCC5Re;W#YPh^Q6>o}(Z&ufXO3VfAQV6Gnd_rQ$HU
zr?2rDeI#3uwkJV^w88Yex$0txg<v|opP|>2gmCG>SIm-_pm%MUUe=D{R(jb3-u7yd
z#ELizx)lb_qO?(7f{Gr7yZf2jXYX|TzBbY~g19x8@DNfLLQ=s)P*3m>w9({xh`0Wa
zu<H(ts%YZAL#Z1CLg<0e+jRs%krG8T6sb}LLK8v@RhsnP`_g;wJr)$Oiz3*&f@1d*
zP*kvfGrxUzH=6_W54_CIo1NL6wzK>8@h^CY7h1%7h^&PvUY~Ov_uwh#J)}OB;;=ER
z4+SL4SKhnQQC9@WMC(f}Otk*7h1o$@Es2Gwm*GvY+%2OR$j~cD4A^=~OOv68WeeM{
zLtn9N?RA%x)C1dMA;}iT;|IN=p*KrctxA|k%_Rm*(RoLoP4!Mlie={Qxhq&=H{GzU
zx0E?n^8<?~?eIM*FYNGQHE&1NM>5KGxNUWHucLZNFy7#N#_PSyQIAPD@_-Qxk$Hgi
zC`@>^d<aT7gCL~TKhQ{DuDmvKU8WA5uJnM~DzRb88)?|tlsC#2B=t{A2=e16S{f^U
zhFgRccjLb!3rZyQL={$SQH2#-5M=ch1O~jWrOAs|)190T)R>!3G6JSAx=de`E$~0s
zPtVng_=zePCoi|^16{oJJZDJ&yfVQEHx+<-fB;qx5Ws?9Kiz_CXi}qzWB7Mgvs$|E
zsjX;fGV&P)hQi*|mc}tPmHc83A0&u7hn(O)A`y_sbYy|dE&dO-f?J{sB+wfY2un}k
z9;Av!Xv00wn7}=p<*`HpF^zkJdzjWL-aR14Kk;Z%NqxLN9l06U)Ti{te%?O%%-!DV
z*YO(l>Uy`Sby5I$ja3pdcuSzWZt!LGu}q|>KJjhkb?T@@fR!JF%;vb>-d1Lp{SAo)
zFLA1s@e-fN7DRb&;dMMci)bxbz>w@|WmXI4h7c2jQoUu3pOAPaWG`!#J!E@Y)0n|g
z<ZbPS><RaJA57lETu4{3T(SjMvGpDAhY5xFc~@oW&C8FHlJ$;vy?3b+0`67>>*vbr
zDb!lu{hqgvl8<S!o%{4-!@Zwi6tNY5yL=pXT&A=t>{WFn`241DliUO#eWL+DAvsO9
zBL+5ZZPd4xKH1ls>Z#G%+<Iuyhn`9KA~dP+TUGDxTBbtMP$mo|8^*t&WW#j9e%^X2
zZXJ0?6YqvNeWGt9N#3x8oGBpO<(yB&5;EA-dz=2dnfHj=EYM6)THo4)oYf>8zmIrK
zVuTu2Yw5%gP=tI(B0#6k#xM}Iev}x{$8Tw<_%78yWDE59TOLdIU?|<x&A(BA%q~yH
zs@6s?8@2IPHYzDmj7m;von0kU+Rz9?C9AY?RkCwiZ{_4w%!pLUX_7Oj<e9eKA61Z_
zk9bjJk@?#Z*eAgVL5(B??kklbq)x;)N=e-$0vvc}D&BI`=`33ib%sj_qRx;uCh9!K
zEy8J&RN0~qQH9gCs9qjIi%v-tLB~Qt(CN^|1f7T5m~H7j@)<C_!)1DhY(XjMISB#N
z$B7Dm9BCFY&k^SZ#<(f-L><gq)DdwkNNi8q0z-tYLImEAz9!j%2*0`_{3=@@LjJa5
zwjn~kwzdcb7~`fQ5Os)PQHKaNgsWi|1l<1|;~v$p)@@AMok~N<X?OiLCR(<ZoI>4N
z5X4ot=niyGi3Jyy-qz4-(Kbqt(|G;UEN@;9?YDr`I7v$GJ};B>Xnfo?Kg}<8pW~Hr
zQCpM2&v&~W7wZ-oyk$oxm9L5P<q>%hp{Wl<=vh2zaGtL+GjN`-w!J}wKHks!e4O{J
zttlE8)$obW`c@Pa2jIqENlH^+NFfoXKa-GHn2u0zzbA1`V!<!|+Sa(%%WX}ZF8Hue
zFZjiThmBt>BU|t+w{V=MXA!3*4;YwBZKH9zw(*A&#rVSyNqg<8UL)=Z{;=7@u0PB@
zj6(D!W?uTkkEJy5hiis;XQ{T5QTW5r!@Ym2RuUY$Mmj@+p<0g;gtU~Hk8Vlp&o&s{
zgK>^|*f_;8@=-X&B@zPTT==kYip#h~7$u38%_$O97^OuOMrlFd6)gyia^%CtXdb2h
z*a&;l-0*eBmedIRa@3-N($^3@J03RbyMtMS`hLW}puQhH9Iw7Se`$$w6Aa{NQxO};
z-$coL8zu8?9GMeo$WzOV^Zsn_ibf8L=ha=udk-q79kCJ#a;SFYu^`cEm($KvyZ+`*
z-3PJ?O!THZs<eE9ttL?-f%)WiW=Hf6i3(*8w$o)Z>6)B&CIx94hwwlY0Vzn&ID~Fd
z1Y{s%B?2sMWIJPNvt$c8=N7g!Z#%PQj^|qse%gEVwu}^d)a-mp6k};uA7)E)cRm@>
z7+Dto;y)uhpZwe2`AlXMX?cH$!PVILJjN)I`HAg(zSPd_e7+)^Y3R+)r{{%sc$X2o
zo^Q1?yPn_&i_{bvYu@!dve<jsbF7`YXX!$AUY?YsvE%vhJnu43!Vd!OX6i*2dV8y1
z1YBh5KeWqwXQ6kVqvUfYRWGo+PHny5xOcDqp<AK+D!#*)mU#1d5>)%x5V#%wxy*aN
zDlFilL)Bid(B2)_d#wL*?*ppR4Ifi0ypLS(G4xjZhL43-dV46zB&16rSC@~U!Tjbj
z+ZdLJ*b(l!%KM@%ISjPVYRdh4$u1F%(gh@I;u`NpM~xLAlhu!GZ$i&7ItRLduIgVB
zhp`}r0h8G+F<>&=+Z&U4O18jcsO8PPwVG<rtC4hFG6iEF+TMhxO`E)ROn8zg#%MYd
z84gdd7i<Eb<E{{%zHLv_Jjq)@kIh}7X7W&mOC#wbc|v$<zs0*e;gSGLHMuI_LQO8U
z*H3Kq_EYjPqn1-M!tHeMGw%Yu>+8rTQU522#DZMW4l&g<`BPzn(9F{iAoCAP1Oz#M
z2NUG{vIRk|v4kMV-Pgecxd*vL1UVWYH^`AGquxYR5#%hY2yzw#LC%68$W`y4&oA<&
zIvva=@_5OJiOeq3V`K}`<|PthA~R9p%)c`+&zb+S|73oQ%e+P1L}*DJZ+u!fCPGJ<
zN7h`ig9+G$se2CC1v{94ZOtGetkk2(q#@rV&XI3+=H3yozv5pA*k5(X9<ZNmhe#XT
z=C7>J9r8YL9c%vNFl{&eBV~a#{~;mtM%Jgx4$iB@?_zCHNgb)fh}&noa|-J7=e$il
z2_5yDwW`pY8|{iF=o3RK)Kb1U)T&WbSa&0d0PAi@)iYj_x0WriZf@a#NZlaylq_P5
zR7Ydm1(y5s>YYdD71Q-kcuVN<-_V;FC@RY*jH&-h3Spc2DDD@gKCz=~>Z_hF`%toC
zxHR?O<p{B<XWja&moCbmDH-QfG>hKC%IBzQ5*{<twGxb6bQM9!Oi7xB2SXRtlM(?M
zf25-^(<8D46;@ol{)Pmz+B>iDpu5|{XSr3_D@mEnUWq*H)glj-w;-@r3&JYz(2->B
z3#Z8UkwSF#`t|y4MN8`O<-%2UW|yLsRnAV-Wki8kB8M*H`q^7bd1M1_g)1o`kfoRo
zU8HL9mmQ4-Co{rL#qo49;#kBXjs-!r*n&Wue{FHtjGf(p;X;{J#0FWiv)rJezH3c1
ztXZl`WNu;2Bn7PbOP&N+bAOfx*4)3-4Xk<EYu*oSL&n$0ANiYVqI18S8~5haR5^w)
z?ui1Db^5e-ougI@5JEMHL<1etnNL(G<#aL&#lsQ_*1ErwvDW8g3#^q}*jkr#GS({l
z#2755dEw(9b8`5~G2iYhQ!rGCYz%d5r|gFMEq4h+z0}Dy)F0<mcrbY}!=<5)le{4&
zqpEvVfZdpks_reF>G_CulFBvEDO}aP+R0RP<ztA+S--r;=KZT6r(@OJGLjn1yA(ml
zyh(hNbAu8AwGdxtL<y&qZuke4bBlL2LBi?)Y9$4W(2SLHJ1}ABR7d^=og$a=r&Z2%
z1H{>ny;-(OA=68^VjO9*9=)`}05w#y%8HaQNI*Q~XuZGcpsuh-%@S~v_)Y7q8(s)B
zrHesP&D|J>ur`W-#PF#&griXeM2@#40(9|>&f58?N`ri|0paNlJ=o(jJCM#K{@p6k
zVw|UAVrQd`w|?afn_wYPj1Fedt)_Oc$oUA3EOapcBd!kiTw9@X@<irA>R^A#6m)R&
z*WNj*2tOauHIywTf8+gKB}y>LxYZ>DYE*?FhHoTu_e%ssiPT3-lt`5=Nai|82=b!#
zkC<fc5pEIQl%&cQ9Ed7{gGCkI)Pf*5SP<kx^&c^H+`5mLI__f03Amo`ay?(RAe-AR
zA>euoQQ>SZlep(>ZYN{hlzXBM?k(!z-h#yHxE2^9%n>4R9rts|7DV{i72#vq0uioA
z2#L_diAfOJ5cZe+PXUOw)2M36e3B6Ow>m>MYC*vI2Qk)>j@Eg^q@z`6{5T!0NW}SF
zhB{q@R$>Q=0Ise@Yq)6=$!tS)F@B3ac2L>po@*qMIF9kC#D@O%lr&{AcdSIEL2`?^
zG|4FD#;fGWE~c0}-0i=o-9HMtmPNsNN{ft0hnP$qAtq<?7{h<=V~*fI_jS2JOs@ae
zjbicv^@<b-@%IG@q4@iqKJgjtgte$vuDE%F`E!YYaQbl<9V+5$>U1%Y_;-l_@Apd=
z6Nzu@Dkcx^?-w2q*ZsZEzgs0r1|a-<U82GGUgQ2GigAC(yJUBN)wwUYzZzX#_jl@6
z--F5TF?Z7aos{gt{dK*~_l~+-@`_Y>T25bXN7a^a#M1qKZ;gBs3LR=j5YkIxK3cU^
zy(AWr%XB?B;47ulWdr=+XbFKwd917PgJZcxcoGsXn;%T?YCMTW6_#j0;0G-TEU`;h
zUDo4G)q`vM+^c%hx|%3&i4H}TV;2>dYPZgO-LQ_YN|E`@8}#%9|AL;L=o+u5Jc((E
zvWf?4RQ*Kh_H>lY8&NWE#F24Jx3zBf{brYLBPnQ-&Mfas(8G3wSE+B9P$ascetXe^
zMC!NBH#`s_eIk#yWWtvM1uqtSVkizQ<IAnfB>IM{Te}IeY)^^SGprFgx|x!035g0j
zD$>mqpbB*}iAXpO!ym&yCXyD1aeoX0sYrK;0b}ga%@|{*Y(f9r!f7$}k45bDSf{j@
zUTDcl&ziEX#4)D$Sywhix2(&E#tPT)Fa9%9*5%)JSvLoxNYgwg#+zS)rjIn2^es~x
z880$-sO_eg@=d;VH-Yu&74xd;buU%VrS?iJnhLkXyR%!Y#QQ`ylz5ZC8%n(3w^W{6
zZkf|rhn9FdXN@lH^EjT3-Au9fRCW&6$xcw1yd%Z;rLw?CS38yUolsv(Y$T~)2#6=E
zzSoz}(ffym63wMDe~VU=s$L^T_^Wf>%xSo!bTJZ`!-DA%1WdnAB4GNfrkm-%Tejd)
zZsF<w)t!EeH`d%MG+ewYT3yBWfN{hU1+(vbN;G`qi(#fSP@hcaj^K#<rh9aHqOX!J
z^sw)t<SQ(kobAu0v^?8cdmi=;bJSqTDLnDLUSEQv21+<G(P<I_FFctbhI3@18zce}
zqBZFz6I~-)$OE?!m)V_sj=sZsR3gA3A4-QqF8Ktv2!~8!x(+#~KG4lq*h76Fv$Ohu
zKeiz7#})+scxAfDOEt|b-xBkaWCSvN@5=DKY(dQhr`kN-iJyqMfb)OTO>+7gNkGYI
z$y*uYW)e^jkihBz5?Bz_DJ%#i_$DR+a=RtzCbyeR-E(d?A>HJ5jU}U)zWWH`P9Gm<
zYcCOy*R}0#NZr>xN(woZr5hYv3Q6rUM0NT~UxgeQGziG4UgOb2teVK(AXZK6o;_Br
zBmc_eq-z4X989iRk$L<qsLYR2nIA{R4OON4(i*nj-M;H>HPTK-5nW)kuYg`z*SAV-
zm!czH?YAHtuQHz+=A}1x@SWAoqSd2)7sBmzx3Rt@dP%)9C3W5UzCP+jfuUO-3#S(n
z0EqMg4Jv;V{bSK!+|c{<eh|My^EM4XAAtHL4&!1B1Cc6U4;q)K67sp-Ts@*R;Ht_?
z47jQ?J&dag$riXOZedqN{UcIY(z3=7>n2jYOq`iWC2>roTGw4fDn>MJstb3=e?}q|
z|F$F53yds%*9Hbe#EV6$9+LA|q#8hA5vc}AtXQP#*CQ6GM)fd}3cMjwfnOP^W~KRV
zb38qIm`F97X-W>e$xaZd8aMTQrz|ic)v#v1=hZfe&5=rNl8|%x=wikFnLhfA$V0wk
z>RH)_33|$%+@n2Apn5M3<E<D5rvE32f$9I=o&LXM3#e1e!nU=VIz2G^g(PcG+#}i<
z;LFl4xA8SGaY|yCxnJAEEEq71h*RZy(ug5WRqN@|1MB;$nmBcYyO$%mUh*U2RG0}w
zbb#X2{dz*8zq=WxZXJA;RX`#jU^SKy<M9YW`g?>Vyj=N$>MjxB?7Q?d0jrB_!II%I
z34xy<*3&E*MsbVq?<Albp<X7}MBkk75LGyMiz*zv1wn|iAaL-VdYTZ`zNZOM`y?me
zdY8-fF4+<bQO`>-SU=Izgs3?r0@qJoWQ?1NKwUrts|$!=K@g)X2t?R!L~v+(bt0wv
z{53UC+n%OqaG!zU=yk)MCRXL{B_<m)cN;<6nd4YhTp}P=73pPS)or~@U7qfD<*rbd
zw^RcGMrxU>)aOR}Dtc%@5U%F%fFRJMa!&|XslBp?t8P88$=0K{@AK=JI%3R(X}*H`
z^8voXdP4K05vr5q8<yWrK(c7NjW*AR2#|>g1A7^7p3%z`0cJ@InDew=#+xsfEih+p
zVQ)^)!kfzuA$s3lCh^4P+35PdQu?z2z7%8H64{t`t6ten`&sT1ru|Yc*R=l`=xdbR
zm*LX1+eqHv#^(?6WvVwM7^P6!Hv2$FMlMNrYoC;$UXxfb?=K|;N^*`Mq$DH|t}nYP
z5nw1+XdL-~>lN98>&p^)6SEQb0vpLopZoiza{p4dbBnMI5;B{46IIxTMHRMTL15k%
z1h#S6Rort%aXp{XJaH|qvE;~jFM=5Huz%2ABA9%wx0|mK>zw)#DdcO`*r6EEMhrlN
zC~9EkdK&{M$HYy(#=lIy*82tqaCwyP<aG>yHkga>G#1gLE><0&R!V-cK3gUrv=LZ`
zUN=D4>o(b!Q#Zd{^{_f1FpMee>1|A52g%CG(W`M7FUByC9G#ED_%w!r=y*+Hz?^>V
zZOkdxqa=J(EjY2_7B(m9ALeAqz|*t6w=t(WlYMs@Ba$e_h!*zFZbUxr2u4)%QP+qv
zr}!!-Z)et|5iORy!ic_{;v1sw5sYS~PxamFsJjG6!(v)V2vq7Jf*76=5C=#ESWMqX
zjm7kpEeME{Bm@>S{!wEwQ@BM~3`vyDVu&g%#-a*~u^_M*3j&Mj{iq3uJsvfC2~SB*
z!1Ym=>!Y#-h4?cP0<K>tD!iAViF=NPZ!*SBxhLx2-l7ifEl6xH!2&~sLqY`JOUT)W
zI*sTVMDX-61MiV75TT@mK!jp_Y!Q+f<EA1Ib%<b5hX^)=&xBhLaQ|<Ndn`G-J!<^U
zLo|f!cbYzGTv#{BDfI0Tg1Gt?-A@=SvEauB_A&Gx=@X@gy@YuZ6ZB?FdU7velSHLK
za`zHwlChUyspQGGe1#qQ61A$<(6id@dUmX9xKPWO;6kM#MudV3r9O~DXjUY+(D#@b
zxX}0d#Jf;-32BLPjRSJD$U=GcOMVz+E=0*(h$C|%&0Nj&S(^5*^1YFW_jX)`0=YNS
z%+*Y9rny%$5x`u{^gky1J^eE@V_?x+Zh3r321CTvOx%`%+m47ju4bbD<7%d5ox0Z4
z>tC!scf9=x7I`%it?s&K{K(f);0m8V__7pSzp{_7C&0xI1^Inryn_7>zp{xpK$r0w
zS$M~53cm=0S8G1xBj7kxewB};;?QenK6RGfoB#cl&*k8x&sg4)$5Da|-hRb~?s49U
zz~07ZT=+z3^;0g2q0F|9mzY?@uH^*?mNcz6NFoDT$WE8sIIf7wL1U{Mtj}nw|85@&
z>y#OE$ms9}-#k^eFJWQKOZIio^!;>e-a@4Xn5SaScwM%6dIKFi?5mqqX_JpGdY33j
zDWBNvyJ|tr2Vkyj@ja#2p7G`Na1W!a)>EAXaqhFCPN`V5x~Fwtb1wQJ(VRuM0Q7QH
zrU02QzDOkK%AmfcG%-!0axzJq=;z<&1ioToNzb^xCIYXG!&+%$AqpRj!=m#-k`^NI
z8xjkV_*7pLi9eAoNNl-<BQf!TNPJx}ngyP^En^5hs|R-IS4K%36N=ONnk(}%M~8yC
z+ZM`x2faYq$KNx(xzqSL6O{90&@cWoQnldUcGY4KBg;tLlmQWS;A7Le-+N}}Vkf4H
zWtbDwC76B$H&&!5l3~97@|m|^K~IGYb7UI4ph_{MZx$VyZtQsSXP_=ox)zg>JmeE}
zJ^J!Ck6%|f;+v+&f8gp6PPvels(S>cCQbQW=k8Uga8}VQUm=frNH*df=;qO$+`CY$
z=TQN<@}%z#n=C3IIiL0&QbQy`tb+y$NLJ{W?<k$86CjiPP0cXL-^2`~dK=;}*2FNN
zc2CA(9Eo8-<=&JSP`T3?M&&-2El@dbVU?r)opa$<g#-c&XF`TP*(~t19`QVFyN>M8
zFG)$UjKcM$x#Bw-ErrWf0=kA$$!+~;5|Iif(62eAb<4v3(t7U;zIw?MxI;O={R9VQ
z59h~!6Ms@kOd_IAyrgpe<d-kM*4<wAl~;viD-y$M5`w^5nIIIXNgyPKjU)o{lZO3F
ze$r63P+~YDp9FAvLN8G){L?p}RA+7wSqV#L-cKJwHpq1nqIt3xopF#9C@HC80gx10
zy>d?C)Z<Rf=|kskJ=pQncgO057pO&&7&xEjaz0PCAhX&gAz+>EMgP-xk0)c0KJc&4
zUup*<+*AZ2j>O6$j>O7>;G=#P1VYS?7h-?j!fVxMk}(MJkt@VUvIRo?A|Vjsk}brq
z|0x6!hY%KV2w_7wJG3AW;{BKqp1X+>ADpZW7!FQWrb*@`u|hwSB-ZXPbQQW+lOV3{
zagx}jM{u5cP+}oTyuZIm5^MI4(nFHiTVjG<k0`y%Cj!IN7>PgwWKu&1Q|!|%5(_6P
zOEnuV2^MzxoAhv)+i8zjr$`SilR`cxEi)nx(!)XhOnNworvZ80US<gC;oklxJuJzg
z1GjhGLlIzVtzJ6oV=5<GK9;_-)0*x1Hhs3%iqg8=r@qPRWholm>hl7UmHe4+fulYX
zAmdg)>TlfYd-VTL!$oxF{r&Gzzr~^b97Cg}cM*Nb@!zh;ocG<O@(&Pm2v3=JK$Ikc
zv*ZKA@h*)ZyUOuj`W`f{Qlc1F`78}bysJ!#xyn1ZU%1M;x?mxHMg8&xU;E^DnRDqS
zPe@T{&Fs(0_{ul_Hg%t5n`_EhcmLok<*0@dj+cxc`_Z>AhiWb12!pK{g0AwI`HFvZ
z=Oy}%aYDLy)ID=r;1^$A)mOk{?|}fF(&lryX|Ft=KG!Z+aV054-{pz*fBW_OPs(a`
z#rK7yCdz)Yv7UH?NA=;~eCySG`DC}>eXW$15HcY5ob3DoI`36q1^WT=2=}FsF~=A!
zdY#@7gpNqEFx-O#p=U`|C<yh@=dSt2sk0IbuJH8%=2CUpK%S6}*Yqw?QC*N=c88wx
z15BCXYi<$Fye|Lk=2a#h5oP$n*Ch@3K?}kQeW#ZG-!<Qz#iuTrxa9FARg8=l7W+oe
zs{>5w;w9pl&&Tihn@(Jm8b}>Sqcxq1_Y@mwf@?9^5|b$;!H~&6&{P1fk!)PVsKFRF
zm5sW9Y*rT=$_J|Clf+rHrDOe_l#RxsBn`AhS?~BqsXp>y%uY{Nl%BE$dlL;p<*TU2
zB^aWN&L+xu#<-CvZ)#e)yOLNvV3sTh$}#P4^@o%N#<ZlzWI;jW`2i-j9HimoSha6}
ziB-=@ZlR*b3F4|K?@PQb5fG-%4m6~W4~&vR#IPI%B8K!*5u%6~G^r>kTw^sv#Q2N5
zLB#lLV0^^D3UXy0|3`MfK=w@^WGZQ*MrL7u+zSIqgNSZK6A?cO3P{$ueEyw|@(PfN
zA5{h!XJ28E*`ByhVj!h%K+%=o?P(=j5Gc5XQ)+q^fkJkOQ7AtMfnr%>e~Koa-IoQB
zTuWRNG1Q>zMGTQ#k7NcAF(%NjNOFBgA%9wOd2W(nBfn%8rPfo0{5{nS2}abQoyfwD
znkwP&Xlo<{>avm`q%I^=?A+o(iN!YK?9~%P{!(hMY(UNRWeI_`yg;MFyA-c-i?9-w
z&UR*d2N{F6sKQJv2-0f{0t?wS$f)s3>W?i#({%AJg_BABL^K8>{zE+*5wS~ANFuOB
zIJfJ|_xeLRm{htDC0!9}FbZo3VHEj=#1XnMicd(_RtGB=`GgT*6nAq^Fp9e~Z(tNv
zlKoFy$0#b4_AgRxB%`eR2`vP~{c35ji+_bqN%23a`iVxif|e{*Q%{dfvof8Wt+|CW
zK8k>a>8dyc9Yw&p^pHe=5$($~Ms!lPz=*hojfi@O5m}t`Y;?~w*;b!Q{-DXWBnoWD
zX`&}K_D>bI@(uR`Te(QTBDS)$vcF1lcW#ol(oFJ%6f1WX|J@$-yM$wNkG@;_ueu_^
zuoX3!C|Zh?haiS^EI}(v1ca9IgH4nyFI!+IbtR-_XI~R%urZT*+#t+^1+&eBh$1dp
zL}4Zt1ZHAENL`EMS$gX&&Mo|(POnt=4o}Kp6C;xcn{ba6=`f2q4)>X^AepiSi@BK+
z0)wAMq<FicB}v4Qe)fM#MARXXMI91Z5G+Y82n>IK5P^3pPDqY04aZ#WkI5Er|E`39
z`?s=j|Neh+Pt?J^MIGGR5MGN~5ODvb;oeEsgFBGV!NG$PgY|*Od~^hxAvkuBbFgt{
zC5B|z!J-6lb&!{$7wh;lRCS4k7++<GagIfY7<WeWuoQhjV!}B#lJw+$#Um1xhRWTq
zpjpO#MZBJN7-CkW54(LgGJQKaja)eQU|AX5sWj7wWN@d{5!`7@o)Eax1<VoL>4G6Q
zaHpH=|3{9I(%8x|aGT8zDJgP{EfPXG#ua@ojVfOFqT31C248n<h)Fh{7-Eu*4<rWs
z<U2!*pZr?3;8|{AKS|HRPs*M#99cAqv?`@!qoHw=62qhz>uEIN7p1~&s-ZM+aGQnc
zSHx}Bdw^1mEaphM&5e>pq!{l!;6J5GF^PyXM2d0gK~6D>OE}zSNJ5}ueu9w7k|a0;
zalb@>y`~N|ZZlQ3;1EP734y(~A8P#OBithVCQD}fO`-}rwWz{QEeQOk1%aK`9|{X{
z{Q6|Sh*ee}YOHdp<O(7#B8U+YDaKZb0E67*l3Nrb=TtYpVHnmp!Z74SM2N#MGKU(&
z$mC977-#qw4CBnu8yLp&*8bZ1kKY4#>68ZkJ9L9OE0pd~d`RKz<Q}`)_-Cqbr3A2v
z3j&h0yRCneqy7~jlXw3~Gsy=<e<vQl3U*XQhY@EHwSg%l4l|}uQMSMoxP?r?`JIR5
zZXK*#qF5o(0mk4rntiU(EULfWr=RUe$7zvvOWur4d`<&#Q=4eQ{lg|&)31n4yx7TK
zEBQC>RocXP!3JvDS&cjUQytYw%79d2&vya3lD>?80grG(F-fGoM24kgN(j_w06|EN
zNXmvY{fpI9i2zHPI7~O(Sglk(*?^@hPJXYDU|7qtVa8fkaf`4Pmf5xzq6}-9C~3f2
zEC{Vx!^(odTE-1C@n!(^$H{ocFk>liOKK4DEJ2Kju#^iD0hV&!C3QAN3YoYyey|WZ
zEfJ!ykiEl<h3sYGu#kk|^a~b}Fg)HuSY?uRu1EbVOIh1f%xG*|iOvI6t6M)&Zla-A
z+MC3-cscF^y_JvlRz9w`(tWWQrla70U1vL$7Q@F>U4A@bG}u$U&w@nvRO=2md#bf%
z^ZBiz4w_a4i*@Dze=c2mEd8^(UYSH)X#jm#yMsh!yH1o3L!S1-&0gyuiOLr0P<?zU
zttcKHZdMf2;}9lC5wN0I7l*JaiU9YJB@y5r4h=W%;YHa3_rNV2DXDiv%Iort&DBoy
ztl3<ZIL0s3pb3fd3-0DBKWALR&-{!3jBKv*Z+mmKJ)=nbuE~JNtRZl&8t&h$ewScu
zv-Ta~UwErCf_S{WI@PRy+D;Y99Q0@OVVV~A%RK+`aG5XjXzaKqjKGd-A{azv5KQyA
za9y_eiV*J?*Uj2K(x1oi{7$0YRjpof8Kx~cy&_q{=OxOI_CKX6Ngm+Mf@A!DDhnIi
zsArstw`o1r|DoN6YR>Cd=>wt9Jnmnw(j>X`)86!a640b*;5U8y5`RHG=&lvH^g}cJ
zIrVqr{liqc#KOcsGQz}^4kJuV86`2GG{Z+2rI{{U@GQ5m($KR|n)?NYQT7ogpwP_^
zdG&x&fntWKGE<2k?9a<5j0!azaUB)PRRj}(?b1Em2|~*eVmUcbS?8bXZ=Bqo!Ezq%
z70j5hvSF&fm7|`KaO7Hzru&OH>M03F1bItB*uCaHLlE*>?RCQ!{IztjSK%(|8;OJ{
z@+FNZA3FU~w#357pAw8Pa+OAjYdU{(iwGk}_-|JY^~5&S3Ol5qS1XsWDI<zleIbfi
z5JZu4BTN)IL)~!{d7WmBOFA_lqi!Om1u??}iHO-*-7niw(YaSU&-+t7;m4wc5JRjH
zL=2I05K#!kkOGgH7*c>~!>bSCUx*=t9?Kp>t_+7)e|drb!gY+|;zIvHHA6CqjB1L6
z%-i9IK`d44Bp7~|yyo+~R^&4-n)u?(DobJ+*ZG+1I%SJ-oz%isK+nPoWXBMC8I2RC
zRdnF`ev?s26r=XzN$5DwDb@Z5?iXtR%VRpU!apo|8AGJTPn4{|M}}8YHd=9|zq$HT
zwn6J(T<I_FsH+kVtuHW=$Vzp{lRyws2NDB$Q$>jYjW0XWXna}O64UrP63iM;n<pDy
z<00oy!{5!VLhFBFjv`u*V**6}e1mYwe3A^b-s%rpZ$Vh=ozmzEJJAUvjlSj`X%v5`
zB#87WlORS?N}p=#IUD>f)D(#Y^`96cnHeLA3cv=543cXtlK61VQHez3;jaCgkL0z#
z`{A0nQK0LVFlOiemsF5Gp31)=)Y=#aFhXlWVT4jGBI3aasYBENnlnEz!teMOjPSdW
zH!woFVeEQF*laUJrsB)}#r3%c>x=7u+gGolC!7nkP@YjlGNMi}%zuRVS!9?8X`L&P
zV3bMv<R=lMEI7)%_7sZ4^4VB0-3KKWOt;Y}W4i5R3rv?=*mS7}n66|ELsei@)O5?S
zWbPefSQbfSW5m~J&~9qPk241_;;Ez9h%4)h`~A(53ouw(@}FXeIChoE8hOCK$5Bfx
z33w;=oKrbx)?<grlyfW?<<Z^x<Z7%xI_$s0vul(taKv9*?U9f0MsT5x(cU~}+j0kw
zVyb8BD1G^ezoqB7QTo24{s!uWn>^_r0y`m}Ov*~l^4E0K$2WQIR@3AA(dTH`L;CE5
zTt(yA+Qdk;bxL=-lW76X!@0_L>H=?8&LuEia&rx4gIc-rs#&u4&QJNLsD#l%17VYS
z2|{L0lZ#4o6^Q_cR$;VpXcc4&D$Vyu2z=RHy5$%Cd-QrIF<7cTw+df2m6@@88Bs<E
zw<yDzSrC*>EC`%gS?<fda;@}e^Lp5D$q~38>~cR?w#3}=ObLbv)0k{MPpi>xiTOXJ
zpdKKF)dQrkAaKbR1X9orsgwc-hDrhkkCvC%;QS=lXyc~eko;o)UL%M*f4m9%xkP}6
z{v<~2wHP({M@v88AEmKH=)ynJc)&llV*2opxyR5i_{ZF1;{9XRn=kq412R@hkF@=v
zSNz9SS$<YJ!h~c2@nn^H->)1UD4dk22aQO{r%QbhUaV>h6jKAbV~okygY=>D+ruqX
zi#Uv?F$}(>aoK7Ay{b<fR!<vCH&`A{&~v^^sih{w;f~FQyS`Y`y=r+J+L9O=9V=?B
z_QzrDj$y!8zalZ<t6vyneD!;>1-_bF*jJO_@YUAnu{s3C7+?MP{nhj6XWym-9d26U
z88=;w<}Th%C&iW+e{tt<)3@sMzsXDA|3$b#a)6=IOP7#5a=w){@m;!2LaDK0rg^EC
zmGZtnzoYU<IC8DB5(3pOO%NjsTvJ_%z{X7{>k8%wlv1^213Xhp31PGLG#_i$6|K2N
zc%@tUZ_6vy9&7B`q6&MqAn-~S1PhCrW6iEtcr1IQ+WPZ{s<+WUUGwAAI+&hnn4T(G
zghOiZLpZF~NH92GIo51?^(F~;(`(&-N-))x!0G}LSP*z53jzry#U#Kno#)O`G3Oo0
z7Q{Gf#5gM(Aja9M$raRh5)3iE&L+kW|0%{<R}8BQh+#oUj6~h(OMhu)fg#K3Y_g<Y
z@TaSk$E8a09%QM<O^7QcTg;sBIh~pk3}M2L+jDX!W874$s0&01s|yHYK}eVseer95
zA!UIfO!3E~s)dO;^^L!)>Mwai#Ovb<(?_<%gqbM85N2F9VJ82lFw_NvvATdT7KBWs
zm>%%GznHSX5T;i)VG3LeKdhdRyg``5t}usXOYAV%X$gifr?Lri=0Am@E+CB6#mSoV
zwO>j6{Ioj?>knQDmrxcSWI14Dal(3GLLk)>7;E-(O7oxQqARDQURWRy)cDj<p>ab0
z;OK5Ai0kM$hL@KJs8pwnGbC@<PGTUHsWIiV1q$W09VueCbj1<6h~eZxIEE+nX469q
zZ^}I(hSPU`3kT|{*x_5Z&Omo$ChC-5{5!4_%ITuaC90QXme({1=>kIUT|7@0gqR}n
zU;YI1X6smiVIuj+afsy3FukF8fDYk)UM@{7iNji8W3^aNse{@bhqYZ|by6=#1jN-7
z<4jzAOSXjC`RUtdi2+mmAV%;TUq7-0;)xnM&P3O?fBC~Euu2pYSUZoqUSJiqyQ|zg
z0_!c~dHqvKKXJ8crR1RumXWoK<PwqfkH7u&rhM-4gc!-85Lqw&>vtS=n}j2>CQAqu
zt^`4h9Ehy7B?9d3j`8|@(Qv7JvVnZaaMesg1{VuAp|d?G*geDz!Uf*Ke_Mf-Xu{C$
zkR;$WEC>Rt1%Z);=*_WflnMLCi{m6yB`GjIalF~Kk_|YIu~I_b+(^5BM2HWQbSD8g
zuC8W;n+ia*A;3gQ3IbRV944_K5MZ1TfDe<rDXD<>)8kDTIxSnk{MQl!Klf!e?!RS>
z8*zU*C0v-q1@jhhFmFTnEQtjH^QR2+v`4+L68p3ROY#xHmIvt)=n@P{b&Bfq6#|`A
z^$EmBL@S|dRS4qhTJ#u6U5Nz`S7(AL$X1!4H|(mG%EW?tLhcfGs16br6d#rp<w25x
z5|xI@Ehf<n;~+`AN@h$j2T2}vdw<yN9YUT<Nz7*%0KBU-$B1C?uG9-wNZolR;9WN`
zJMgX>h;D}}_r$x`e+vgbvps9%O2It3dXd0(^^_C|C8MJPl0};vyB+nW02zOJdV*OQ
zy*k0vaKDonaDrb=Fi!Ay*@DFdxA5YEp5?_wA=x1$enp>X7C6RNSYsojj&Xq!&A7k=
zBz64SLb$->i8MfPffXn6_Qk;DSC|{={SHa?P{+NybfCTR@sklXLkah*(gE7Is3zfX
zeyI`y^{Gz~Qpi^(m_s7%Bm(TP^+aQbtz`=iiS(BcwnL|{F4&G^23Kzfa;vbxiu||b
z0*Nw=(4q_@v><SS7KDw^q3`pyBje*Qg?s8xG=+h>6HQ@YtK<w~ZX$>g6WiZe5&?yQ
z!-CwV7&%l1tZ{_i%ZZ2(hTc!4spG?_6S)KE{W<;xy+23g;p}?Px{;PB_b@?@_JXmu
z{l6%gpQ2=biX-FhZR@Imf9$<&dNb%(m1`0)5YY~7Yu|1`qTAZJCYd|Ua)@SJ#_@+<
z;0p{@6$IS8FKl7*_?Dk!_OS1gsG+enThjZ&d_aY=!jnA$rN!yUf{#>8RjnjC%&xh_
zFQSp$WW-_hwz19)F5E~>l34gg_#|W73uFU28AmN_+u=#3aBy95u(e%@o;CZD62}<!
zKQte4hV5=`^K-_gpW$EpXJl)ef7@Hz<rzhq`z;KJ%pA-eTiee`aBOS)bpng6?KdPA
z`AYX*&Qp`bi^LyHGTYi<4z>w~?QLyM+uHec%{qa<JkL!sTif3=ZOQ3z*%{uG+IUxB
zM;>)q!s#-SExN#V-%LH|@3pz~oJN8C%6bsH+|K=huWc|YWz`!8j;o}}VnEpc7b++q
zY&q?7>6S$U-<clPHV>5K@0FA=*L->fE&_v7MYkO6=D3~;lTF#|zBsG~HWunroh24R
zNc+h~%`#*Q)QnqL&8P>|r?T^$QGRk3Z3B876FOwG(J(dnIvSR%DCP<~-wU`;gpTEt
zJ$i#LP*K0|P~f5D@(h>rlwUFjjq2JWuv4v<U<8m(EdwPSwMN1bK#oWVJnKP%u;tV6
z@l9%HB?1D->yyn}S+W7y^H&mr`0<51(i}g&;Z_kpNHRBmR3a_pmxPHh;>YWf4&sLe
zLHw{Fh##+VU#Xs#Xl(hq&*UjYK4NR&yZ96n_=?LGln!v{D<r|lLj6-r4*kbulS9{F
zjGIb8T^y)D`<Idw1hD!<Y082i3oSCmtN};@6w04xf!u(2kXYbK`94xP-pL;!d%&~}
zC5St1yvm*~5s-sUnPPI#p;Mxy5DYDyK=hJI6(NdXNCSaj_y<oAg5iGd2ElOul<dLq
z_$1oP@1;9+4Loxl`|sQ>uvEP&xrF_{C?MSToL|iA?eH+if0>s{53F7BusSEuOiuU-
z%`Tsq{D8#d+oP_=VO)t};8azCsX{|w*lKE&2Ao0_i2<ijVXAQowPXuF>r~Ji<_1#r
z`X>wKWgg%dvI~>(K8-z}57^o#P{TL}iDI0?2^z?_@FSf=XYL!$q32ZBIegSNP&xU1
zmRLH6=j0GzZQU#*Krg}em&{{reXJjOE7e!R;T<MQ2-IvGK}gL=5O{~x5&>4WoW_vP
z#4MLBa1RG01O~Qus##qh;uc|8Bv&@qKvdxxEUK_93j)_*L10-+=~L~zx?VI@tggS4
z?11&JT-LvmEm)!cBOze@Pa?(Z>z7CbUSHob?Y~4I>JY)A4iPK}*4GvUB77l4;PrJ)
z?$2^>p=oB|L$U?jr%4F>a$`MlJH^TUq2z?91Wo@_0_p)0SUo@j8^Vih3j+V_H+}L)
zq?|=;EVQoR+al*rH7jkZC@~DLZH$>}+}wQ0IrMK1L0tWduD91qEF}MH&=>X?=S(y1
zj!5F%#xoKbB%hKb<%0VyiAv+<F1TsRvEYu=Qs)gLA`Wi67GvQl!-7MbQ7j?Osav)N
zuPd!JA|t#m^#`x}5-TCR?rqcQ7rgFm)8oCaS%S!16XYnB#}cFvKMXR7Q8I~fWJ>qN
zty4Mc(tQPUTIp3!R<Et!m>5`{h#IP^c%U2TYp$OP^mVVFA^=@Kb-rFHCSRQYDZ&RO
z6X~Df?mbjhGPrRj8fFg9c!6Gq=U1zNj2n~c(#rFh>eW5;e_Th^cvq!1TxT7rADR}(
zKVIIdL{z(Hr17;1xB`f~$-s3Aefb6z+|u$a-x7dJ2o%3lh?h&7@cUtSRc<}Mse!ja
zKIil4I0IjUso>OWLq3{^!;9njxDw8D-FJ;oZQxW$G2R)(#$#u$WTH}ffLHY>82rPF
zJghJjhfHLGC)g{K+c!5((QxYZW%4)GKTQw3pjz-~VQ|x?$L^U*XePk)er9lRd0pV{
zvJG`gmFjsGpKD!2SKs98svA63mCjHQNOyZJP*6WOE6`iXCvmc_%<RAg3u>;PqR&+4
z(Jkgs>NrXCWiFzcWkDjVOTIAbInrkSz(b*N0)>@g&Ziu;JL`x32u#$U%nLlK)(H%=
z*3AA)#@gv-t$9SEA}$}G!Qj}wXS#{)rzOVa$E&t<Vh9NBUr7XzI3L46X#ZPcAhchb
zZbEy$8FCIdv|lrl^07f@kNJ(t`Sm1ddA{mW-5?=YT(908$WtI=1NAc}=a62#dk*Tc
zBtz-4Z3`Aw@<9{yN09;UpbrT|rmu*(ri!07p}sbA#eYVYoBZ2eZmwly8UM#HAfiq9
zy6-(ww%A=&jc1s<sveZh(IuwSNSA$;X8KIq9C;H}4!XA@59Aq;-gn@VjMg*E-Bn-^
zOU?~6OZ>UtQ!4^LdhVHFR+zn*v}Eos*%wxrl~)DE=T!YAoRbrszn%Ays3zss`&R~X
zD*1HQ<&A-2bSb8M5KBxtskU1!kYG+R)f@rIqED>vaMU&dGAqeVEOS%Ox*0~}j>jQ9
z9Yuh~y&s40b`${$cTplh;eME56z*@?0%heEUSLx1$Rj1k@VRS=Evabr99Od>rqQhF
zGyzhxiWY%VVVPNeCQS-5$?7w8`nQ2(eP&OfZt_}YNY2$v$stym?e+$qQZ@MTh<;(J
z=mYJTs!96zZgN4#ox%w!D6x=LJ|H0o!Hoz)QJus>R@p-$AT{es{Bc&<Rkk3j94R44
z&4$l3S><SM5m{w*{yU<fSa1?mBs3OPBs3NTS)~O*O4fO%F1sq6>dX{L<$lQxao&Vl
z!T4_3fUN9A2?68J5hczk=aK-NQ@+d?Hx*#FD}Y5E0$32_lokX6?1%}#Ddk_1A&mM}
zm-(x*1<V(mC8i$C=bvRWpU4<DWuB;G^eyUO-iB~GX+gmJuTka?Y{Vq+c8#YI4IQtO
zQ)ik4@?ps*RIN2ZTvg))@_$cPU8WwDSXeCgoMjfvt!G8)A$y!6F+p!)lpe02S|Jf)
zIU`Le<&1uv@=uk5Dqazn&N4eSi`;G}#=6BC-LfHMi_#<`0wG(Zo{%lh<vBx|_d2tL
zZ1MG3CR<G7z<^7r?jrB)3-{7%UZC9=%Y(LjF|a{>C8c5KnQ&e}@F}NscFmLYi8F!x
z`t-)K1Jqvv!z|6O&NAWq$}FzP711g8^v|nrzo&mt6`oCuL_7#wUxC?CT(~}~Kc2W>
zXo#fi%d2Of3RH{uKZ$Pq-zOyVjr`wT+&%nXDs{{LZ|7@)D#^dF1k(R~CPgCu=g&%h
zJuuj#(j@zEfEQ<l+i>`w%>z<cHI@kQeO)C43e=e(MlSMwee}@XWozo@3wxJSqa`Zr
zaRhP6UT}nLK?Q64p0c&oJPC$T&Yo>t;R0?E#+b@~Tdt5u!x$~nFh&c4<4DE!l})mF
zfJF|SZC2TtvyDUC`c9y^dP(vGA)a%EcuuyEQ*m!~`bdHy#QQ{#-Qp$^hTY;PjB!(8
zs0#>Vbpc^42!xq%kc6?o5azfM#-ZCaekIn<ohh8xGhnt^sdi=<f4#im71|RnGl$rT
z=rCrq6hX|4mVGl^ORxMeP+kQk7F>*Pj&U)i=D@`ma_+8hGl>nFX;GTA-&ISWIh~Q9
z*MA%csqPXr=5T1R;BW@~)2N_I<q@-{yUQHoa5~M=PTp#%PLu~oi=#J|?!xCtGl)nC
zpF^Fo&q><E{lMoeWv<|Jmg<7P)6pC0a<CA|{dwSw?QxK^l{^<XqV`IekhATS5PE64
zyYV{SF9OHZi?R()<m4PU5$72l`isunq;#xsxB4^=>qCjvN&PAjkf2?jV-mC+bHxm!
z18(62?HL+A+C)y2>|tb%(d61*s_8d@dm>&+q8l%@WzLPgR8{UCUMe(~y;Q&CW6Y{_
zP}?N$NYILX7f4lgB;zRb(R<Z79aT%h;g*_92o$afK}d;75PY$`uS9?y_abK48TFDa
za7OrI`8WxN9gm^I`~33T1a1-b8{)q$?IhB$UyC&C*McA~vmh|t?sJVF>N?l>A>W0v
zJ=9Uj4){Ol@_$ga-~;8SBm}I#Or+QaEhZ7z1-;G~Hx+@XLj;RDM6e*(3a}s$VP8xH
z-U{$^o@;zX6Y8JSn+N8a^yc<?#E0d36hYi+<86QxiNJ10Pc9dn#?K?KuoM9{E;T7a
z2{ulmBd=J@qQk}?WZJOt2j|7-6)^JSzXx8uj*-*LtvghA$r_Bji-2VP?^<A`qecmk
zNhXHRGYP`rdFJfLLWu#hojcE%?K;`QX6ww=4a)`HBXEPwZ!F|x#}GPmUUu`n^iO~e
z{F~*wL^tN!fd;@zGLmA8tQVOLnD1#_FezAiX_?>y$(an47TifP%ND%!P_VOlS3;3s
zEZAMuO)v&^TVG5!7*;)}erQMKoa!x!3Y-33LSWP15QLP2q>J5A_OHZ(Vf;xW%!d7^
zY{6Qq@O<JrqHZvZg7b|{7vUCR5U2TB%chAc48o!cgRmg5X$t~_xJnbk$FaWQSu>|j
zJs0K~BWNzUGQNu-Mot_K=_(Nrdppl}?TOeYdvY!qvfWBH&X-S04U_03AQ8GSiK_FB
zNmOO}Fo_xb3nnpR{tZmxTHfHc>zKrae8JgjgJcvYu|`71B~^Fh-h>jBo>EW9HiV_a
z^NnrnC-Ha>>}(vy>oE+JExwJzxDdlY-Qt!7BvNF~VPAjEH};iZwxEA*;jl>kBP>ep
zF>?EeF*__4EF7#Fu`7vg>}olUqGea2cyR}J54)<nz$EX1q+q4weJqi*td&wkvaDo1
zKPmW_N|W3}YZ?=Tw1#*@#OoyyU>NDt4;x0hY>7p@(Gm>ncx-{Oj<MV#tfMafZCMAA
zhILq^VI39()?q<l9bFcfh}UU>C`BBU?12BhF8_OF3zqXQO9)thfk<)0n@=Ke#Cw%7
zZYly%hX@vRh+sibi?ARNVV4krixK}wj==pNF86=P7I2@qka&xzD7Y`M(B?jgF>cB|
zQ3v-Hb#QM(xENtU!2Rzr?h&usFEIY4F^wL_>-!cMSJhr}3Z-jH5LfBA9C5CAx%R5B
z#Dc%-z0kP7wz_N!3SihHBbq2lOq1B4IoYO}c`>Py(h`eww(_zA6^f~K5=tZI?r_nh
zV}~nVPxV4GOcpr|!4j9n$u^5fGaAY%TUaHSmMD!fG63+Y)HTwK`TPic>U+#1eCm4(
z<9#aoiL^vn=>|F4OE8~U;fF!yLX^yfI5N$qn@_CtqyLw$Rzv?*Ex0ZbD;8I)K(otq
zv(eRMy1UUu0QWm9O#6HKC-$8c`a^zag%Pk9LtS8Fi~f&|t=0bEJ5A&+4YspJae)TA
z1k<_nimL7>T!cV<V+&{dSVMH+(1dhkIeR&Bpn7nXT&;4smlf)hr%MHLvmmrZc1$1m
zJZEFwqHDu~dcyJQW%bj+U>{X>5j_VfOD+;SPNfCdqu-pJ?Cv-%7#z&0FNK1?D~W+z
zuU(DcY71(1mhQYGxKXth<lL{DSdhr3lBe||b7b)$(d^O3lbhDj>obED^^a-6W_n7k
zU?Y_&Fx-!w2nZ%@5M2_+-(j658cY&7iDcysrE!Z)pj;b=u`-5%KzTF{<6sN}f$|NB
zfk1g`kqMNa$QA@jZs9;l{UcCX;<7&=)+tbS*86icDZ!Ha3uFu-DzTlUV<r`q51Npf
zMtkdge5BjpVBJ=IrkHO@^Rp&a=2=X?_|M2b692aMkp?lcjG#>!5YZ9rBjsl*5lCzw
zsn}xon<uiF@)-B1Vv)r-s+f2z`yNt-#qRe{_&LPIAtXQVAw4v%A$^7@GV=xOZxQ8R
zZ1$FF@ne$Ve6oMOm?x`cYA~;(?vZe$(|hj?9#L`Vddhvl_NuAG#>MJQq8+)fqsKj&
zmEI`0&`Ibh9`)#xVY;Pqf8LIH^pjuhNYDcs2aD;n#=!?vcY(&nS4Xeg>*Ouklfdqj
z+({P_nM!R(SJ)U2IZcDb15RA-eIPi)77C@6(GLb!sX4OC1E2cRl>m73!p8>~OUoil
zOLWvG(P~U*-C|=ps}>v6c{&awD~18nc{>i{Obi32^Mk~I>3p+TpKKRyV9Q2JI1e?z
za;SS)&J6J=jD98YB`qhQN45->cU*gs=*C_q)400!a!(Q13AV<{EFqmjc3F9e?$(Ny
zY%94Zsby0|*WwE;0e&)K8&I-(ZGtZ;uLNU#cAtbGa5p3f89#}DZLqEq0Xa~oB_;#y
zBwMgF8zv#hfd(%z$>#`e5xGxg{ySo1*ajo2$bBrT$bBpbl1~eQz~6p}Nj}>y5y|In
z$qrcG?y|mJwjg~wDIs9}St7;B=S&iTlh5ZF<EA1I^|D>)`!bRgB(S<e?rA|F!4@Nd
z(^j7y89c47N+RI>ip%>I*#h1ZmWs&+?|GNnyx-0kH|3qEWB4uVVBUss>S;m1{N>p2
zBlT>x#H5}LY3w-lthdCZo~<OO(6)yN;%XbGp7<C`4~d1;v)fWb@1dnpdPqAbNKDXs
zJW3BcVM`?foEwgt(VWJ1!s2yt;ZjqWp67P^c&uBbl9m}E_mgHA5eTUy^@LP%CeIpj
zz*m?hq>`^JHK}At4sF;8%eNR=%$<FM6RzVs|Lhx_uFgw|czK@iseq85UwKa~O=+&r
z4Gk97XWLcYqOJ-w<3+D5g%@=$>4MXP?&}Z*mJu%z$ANm4(g&7Px{re=!0e=|NF=z*
z3d>BEQA@V)<NBB7!LYgP>e5o<EiHa|@-NabOK;hn9A$c_UQ#}b;}ca&J0Iw>vx0+C
zVji+H_XiKzlYY&~`M{uItp?H8pzBwym3)yOm%j2NNe>0;`a^<SRe#AdeC4Il9by3=
zV^~7<l~{0{6D0)7H;y1i9&;{LBEW{1FEg%lxom;!JRl)#!*ol(8FxOmeu!Iz{j#u@
z`*fC*!3XKUt0V*SwIJ}G7KF{$S;}3ddKN9yZ}PJDJ4pn5f93N1m283U`A0&)_n(Gu
zbF6cj@twEm|Kk5E!@t!5__rbKek=(1|02pi&a6`bXgSsA@DkTJ;($HSm}SNT-OHRr
z^c$1bfFSOqak09MM1b>Ysg3h#ph1dGQ0`w9OtlpPPC)8cgeE%y=OsO1b+Ag2mw2q;
z10Ls2-~%4lH}C;9CI)9+#|Jo*f(z6#$s>HgA_4K}vIA4<>dc|RA^O;TD+=l|-3sT_
zXC?>NsXYSC_<$YSWKvtSc~RxXIE<4q3|zDFX&lCfF$`o<ze)_ahs)ZyhaAhr=wlJW
zExZV!{*g*qg7Ca-rqP$qA)ud`8LSXVr6jsZrRLIrMp7x^D5`SLa1<f>6?GIFGAlMn
z-pu?;M=@Ut07p@GcJPF%Be{p8cxX=WWmQXp%|@1lK*^dA#0Ue=&{rbB!g?(?o}rg)
zfoB*eA+RvIk>(J4WcCabxK(%tmd^4F9-@rMZc&D5SrE7e3j)*X&VAL^!Bi)&r|WX_
zR?AVz5x76-a(_^^5chP0*2ToIIwipn;bkKNoW$bg?tT_y-Bc9n2BKKqKokpN_OoQ4
z5M`e&3NHBAxir{LIV-5+h);k#f4lPhEs2o7bB_lUkq<zgME&MdG$oci#Te_R@=!PD
zKlYc*CwqZ7R=+qQP;Ys#l(N8(>5rI9PFLOX08JI25^y>*Je9t=L7-I61Ivx`>m>Px
zUbZKQtC#Hj`bz|Me)RG!3x-4N?N=E8_kigK`}3CWvlA>NZO5e@IvlL%p;<OtcPuQN
z;8N}kPH^dp8#uv!Yl16nCs=T8@DsIHvI+mUQ$Rer<s~Zzs=qy0R_`AcN;Gfmy(n<u
z1f7#CWK+*GD~u2PG!EgzD1vct62UmQ6|RF@DOAZgIBLNz{R-pYEKYgskF5|6?$YL9
zr-*Npn8vqlp>c}%HnB{s%AFeDwo(_^8tj;Sj2V<3ZJXqnJX%m^Z4J&<btJp+Xa)YI
zGw#PTslY~S@8+6@uCl5nv5bS05aZwoVuUdcP9hiwx6*ZRvc)(!32`0V;Fp8$9d{GB
zRaz1MZLJ)8t#lonq+=YMgct`WA+Cd?zT7+Rx~_B`oWwE?&gK4~Y!MDlf?WqkWb1hr
zuXKGIBivMqgRT@-55~7i;>Nd0i0j)dDUb$r)(nH`HX$}R3wmIsaRj%oB6cDk5A&x8
z;?5to>?H!SpyX913sS41q|ENU<OOMv)U^mvtc7SWj0@mL-~t}xZr}nQTy+B%ka{FI
z#C8FwBV9cb9Id)bF5w5d2#7}qXO=-8l&Mc7&d;gWWCahaQ3AuHK*Lv=6lgF>$Qzam
z<1psNFi=d|5r?rQh5-+8QewbEJhRGph%>SU9)ergLs0)nfh-w#QZk7#I|VxROt4tQ
zO-OX(COXhqM%;u*fqvzl;U@m3U(pmOy?>=D$(h_H9Y!a~CQ_h^$Acr(ZL0|{qBw9E
zKOGM~tvnJ84^cuwpkYM`VuXQ*s3{R(W1-c?Lxf}tJVcs=uz7hJuQqk1rraXziY2qX
z15riJU{Qr#SrB*!3&M8g@vk;@rRu9iU1^eJ2ds~CSsy1`us+ff0@jxhDXuGZB@wu;
zwBkQSAnFjoq7D%(2ntIU1R{(PBJk?&4apI>Kjm_NO16OeFC_%rpUcMmSO3X9Q3v-H
zb#QM(cxh)r!2QcH?onB)vf8+zqBMH!(F(6N9<9n6p_tIOiUe`>jVntP&QKv_`RC;l
zbYN=v+jP}4luy->55ddTS_AS<MSb!&iVE1{q%KfwdRStki`KFW`O;oLiAv+<ZfVk#
zV@oq$OCMchDo#D!{#)Dq!_!(u22U%EG$JfKEp-G>+m&Yro^~yB1W&tmO}wXNzmb+G
zw^%@qHh{2!xr-kLncYz`yW_}|UgW;5N9C+Jb@^?*fS&Pga8x4dTdvap-M}LEZM{X2
zxAkZXYD(a9f5s7}e~|u(ZelV-Y+`a-2Dbg`E^^<_TVysdpZ($fSkdNwz5T;r{w8vN
z5c`j5Tx!F9)nqQ5qZ0oCmxWN2n#=1xEGf5ezJvs<1A7$mvF@94i#)o_=21=cnU8{-
z)pyJc1p9JLY~Qlb*8<G)&Y{nLHcxM`tnrHK+wT7)=qQPRg5S|kgU2kW*|t3TS#Xak
zxmI>Ex@tXD-hxE8ElaL7+m=N|vqztQpj>-Bp<U=<-L35WLi+5*U~XOge6Y2uEzr!~
zrS%}&&Yf$`-eq%%ikOwQ*2K*F*P58wI}W3J3<EK9TpY&e7zSeIGKqnhxoEA4nVV$`
z`sWsonbbdG=Ji;20-+tZX56*bqy2kEr6`GF;$)$<CQk0Zqg6qgoND?^<xtM(b|pRN
zhRZkk7ylXAuH@hLcIBOnBI9Ra21HZ?+m-K0NNl_E+*-3;`GstzT*lq5{A{hcS>@8c
zQ3X9et~FbfU<f(zT{Ql@Mfu$i!Bd|1NFM%1$UoVcd0W!PR%FHh1y|EOcIyO_h~`~B
zA|q;$7@E$Cl3!U5Vq34#CECBUz(~g`Tn;W$RV6v3V-*F2?kT*zT^%MqLtpwi_@rte
z8cilvcb(Cy+UqoQrhObnn-~UkCR1WSXZo)*Ix|kTu+Gpo)<b1NZXvt2`Hh2@7L!o>
zb((Z%r%t{atfuSi8I`0YiqV~vb@95Bs|a)kTX&nedn8-C*Xe@Sf=!a|WQbIea*{)&
zSlh2rigj3mF)5jsx?)l=ZdA?xvU*N+Kw=@|dR0OYo?apdTk$%xlXpQPAn>1~(d4sa
z=VS{qu4@v4!2jDilX3mYEh6LE&3{L95j%NA6#?I(ihyrHka1ZM1pH6enT+eBb*2~{
zT2J&Nh6JvC>-EHM{iX8B24pMuO9+_0cfHBA@~=0!)&q=jQ|5^{nD<FqVBUsswqijR
ze(!JMtOxJTN3317^@(eX^EvBGLh+IT75KL>gK&MyY}o}SYz9Hx3FAfBYKegKWW{=u
z{mdYFDEo1qXR4{TG9Z*o-HOmeW<Vo>%pgD0Mo52=e<3q?alOe5zU26Y{iwIsB0NpZ
z9XfIyqaU3obWnXJnS{}QBp@FBcwP~I67@ZeSCrH#J?X$O6=c?`Uj?r50hiYsAMih#
zI=W6=uWwg0L7x~>p_WS6Kx{=c0Z|~&hA1w)K}CrHZ%}rF@dh<y3!bHx!LL<oN>j!G
zq>#llPr{GO0-;@cN`cUw#sx?O;{x8L;o@bM3?I@3bl^VW0@63I3n;2r7YsE|{*gtN
ze&BsM2Ji#53WX-AzLI75fye9hgdf<addoIg|2PSOGL0b!%dy^^BwZm9U`I=7^w|2B
z$`;f#@b1K335GT8+F)G3er^#~l+J%!E`UhGiY(HwA`1c+U_sag=vsG%!kVw>@XX&}
z3Nl|yUcmepF7sc=mPkRSMm`Az@4s&_p5S?sfmdCBF~&`0pdKKD)dOU(ASlRK5V*0=
zHyAfY5@6jjXM?faG1Nb=TSjg$PN4oq;v=Hen76tFap#SlKnsb$PQYoVH>8nwDKI-d
zpR+Ma4NC+|FW?BIaz*IE5zs)u5j@WW0Y@;3dx9evwebdy;K!8E3fmDZEE{@CEs{LK
z2h0-?k1qXQe>d=-XuKjpx31?cp?8-LO;<YvnkmI@Vc|@W_H5XwLmg@s(Mc6U1$6&y
zg$wAy6+>QiGVY;g?1zvMS{(3zuHR^)`n5`-s>Y-xiZSV#B>2rt`Wx;VCVg?EG3gvt
zLgD1~43;K6Te3(dovbf;ht*A#U`z(_L<_8{dVkk46^h)lDKZld|H4c-n{F@@Z&VGf
zv1bB#*uH9^v8n_=9?>aGM-c(>=z@<_i7g4r>Y?7yI295Y#u58A8RuG+{=dF*l77P%
zO3=^xLU*VK<8T|ra54B+e?0hAHu2!UYsOu+V%+l=B#P-vi$p$dz2UPK^&<(n^r(Zl
zV+{Xeo6PWM1w*xxt1ws&f1+eCHvAHd;U}(Q!#{%`f+5W0Ul{(GHyZwF;n3Xc41c>C
zp{Z)4?45=`T?v3kA9%2<YYf49G@|3@RokPU6c}dokGLaxV3S#3y%~pbI);H{`MWrb
zuVNSokIrV2E20+&kAH76;qi9ag7C;KyuhOVF{5h*b&TD9%;-+t{O(YBGp!QEn9~Xx
zzMGj-P3{)+dCz7upFR3ls+7E+`;zmyN_1`xxn0^_zOx?REtJ<oD{lnHM@Cd@6J6&P
z(QWgUE1*)PSO}9HB?Rua9YIJzNgR|Vhf4%Rn!%e*m>euykR;EN5RNjsMo)@d*q5Ed
zZ6dzh!+%>blISA7SacCzEC^zx1>yMO4Acd?lb=MC?6+AIC!do{L4apn0iKmDNSNQ3
z5Ej6B$B@N7=DN)$RDQ@<Hx-3?fGAcE5XFL^KxsiB%G23I;UZ=JE!1a3RUt**EoK_>
z$`(jbUP2J;Q?{63ACaIUW872%q7Dfx>X5*OaN2J{5bSepF~OcD0y{5#AQ5(6+R-3#
zyl=DF#QQ#yStwvHg18D8efeUP#6spjVvAWv^wKRy(!8TENi<QITqdzWbFobmFJEkv
zSfsz^<%@k1N`vQCDrw|Usf<_KZSF`}<S+`GT^8x=t7H+0iDijMOr%Xm1^|f(b&bSi
z9jhJu@z=~F{PEY69`I$ya)rXKCM{9cTR@I#SEyb7!ViPYl_;4jab&)x`s>6%nVh#$
zrDRS+Q@dQzIy6+DZIDtR5#71k2;#r5F$K)u*SG~t0+<5k-`vR`^iQ;a$q-S%<hBeH
z0B@yg4qq=u|HoSx-gcoUn#j^1Dwc(~c7xhg3a_+LiFlV+3|NrN<U|8`42RGRMAjAj
zi<~hkmbsaCdhw#U4sGy_(t!@4<tnt55Fk$Vt)gt{7hslh4qZr3WlP<nLD{<(pKFsd
zYk$X3vZEv#R)_a=4qdXKrg%B{k<d}qL(nwuT=cUb(c)!~t)_U{RW#Ez(La@Kue<dN
zt<ojBg?gz8qS2HrEp#@c@mo#Fa+yR$L|a6%^6M7!wwj2#Hx6TG3<DAMC5f@2PN=05
zLqI_NOd=qlezesD)E{LFy5|-SsMP)7$En~b5TH`y^|>XXr*F-ewAG{2YYt6OQZy4z
zJ8m`MG;?&QRkTb=_-+g>zKwqIpOG>p|F+AN;~7~-*3Jxwr~=BArI|_u5-U?y*=EX=
z)nqdzH*T4-(l%43%&a}Mpy!Tlrc4Qj5c4L{m~)v@^$Y##DZR~<Deq@el9`f{Hs8jj
zkN=$ewyekchpOdJ&154Y{^+XZ+OTqLP}YMeQ??i!`oIPwJ?=jw^t2i*DRFwN1_(&j
zx}l+cj+!ArCL^1&&FIgBZP^PG>*H`&$8e!2Pe=?X%HeHBQC^ZQP!w)qMWKF>c}eDs
zrfk#aNmcZ-qe2bz*tR2*EdGtE^r124%!^c|brGlts**o)Z%DYVY}3J4Ln->&XevpJ
zXRw@!49OLjB(fHd3DtGfUlLA}aDUdOp`ipvcRS(DsjkUJOkab$ZoMt5!#KKzQ{~$(
z)C%vh<Yfptb>Cyj{(O?|IgwT~#c%RtZd0bRo;>;W9S`UUulKBBb&0T8jYzSN*k*FQ
z2P9=A8TV~BNydG$1-afM5`rY7<91UG>B=o4xwyi^5Yc)RM2RYr3yUg}3k!lw&w?PV
zHr#HKi+bBlmbZRe(UN+6xo}mT*`;V@wNx?&Ar`tqER-#{Q(~utK!|NblsBV?kT6^p
z+5Mlw5cSZ*fs%4?m!1z-k$-E{M6B*1$-I~(sEORY-PA;?QRkc^Ro<=-w7#REtw@OO
zQXeBzh-88IMzS!3`9_rglYb#u_;b5S7OJz4LpihLHUzAD=Z4<0odbOl<a<?k2jN9L
zAN)cA2^rj=dIxqli}j!dp=VTe*~W(JRMzJYM@kpvcVu@G_r~GZxADnQbjl}@;3wMc
zFn*%1Y(aPJ^qbGR-8tpWZ)|5srZHCKcCf#=YFveEHLfDxj_bOL`P?B~h2FugqO5**
zS*USxIR;BtksujkSFx>+4moO_1hc!&dU|<CIcl|p!&Ebe(h1SS5)4~CKoGK3VjeHT
zpOFYq^VfD5TYXKopaO{U<pl|5U3bp&cn>J`H8%)*)%>?*uS6O4YEg#0S`gT)1z|0B
zUNO^(mD!7=2A#croy}%T?W8Uvng(Ht?KHv^lP$2>kc7Zy{X31#UZW4`vdz|DjGGEX
z)FF^XeM9*`m3)#otky>1BQQxj&8EhStYhx+(&r!}FL0a#3{IuD6`=gMR@j<j*soNQ
z$h5+KNd~sxq-#70u-{3{66|-9E_)(WPsN$<H=9HIZSzHJ|9DGio?0aZf(>f{$vVF^
zw9Qcm1<1tqy)^us8}8g`a>G+`7%#;zkQ;sxhw)hq12O*(i2+;wZKtv2+`Gi|Bj$4p
z$9(D^F<&x`@!GM|#QdUrLtbOZ62%zuqMg?@WIy)?L$0;U#Qb{uLY0ztFniLFmq>mm
z?hAdY>PbG4as|iuk#a586IQOzt=At2DRsBRidl4P31*AV-GU%w(L40z*F%+brYd(z
z4U|YQgp6Ir5He&-%&I3#Fsxz1E)#~Qa*MEnTKu<V)<hasV3CGdTM(GF1wrt7be9Rk
zJ$JE5?@>=nPQZGW%X*e<L51S1gn;YQM1|w-a^jwC_$|h`DfdJj+*{Pay#*m7PSkUs
z4AoW^7$O`NB5;u<*KX?6azi<Go6*l9TOdLy34sX3ciSSAW{jJPK-3|EMI9p85H7M<
z5O9CX?&t&{dr049vWFHlgq%Gz+hwu`OCRBVq-IC0iQdcM(MR^MoJSwtX8;QU?=xWc
z4YG$bC$eV`a6ez24DD9a<S4=YOp=gj3bE|DP*HtuO!eIQ^XV0qt2Gh{4q*jN1Usaq
zyUhhtM<fQE$${O*nLICB@GQ5mGofeUOe6~sf5~okChzNWO;!}uDgOrY8jm9Jj7NE#
z#^5@ui0`;dc$CY#*`xGHUcwOROvX#DI4jT>UJad6*CZGog|dQgnGt!5)Nc|i=27zR
zp-v*|iX0&yLCB+!JaolUO?|ouy&qX#VzFI1Wpu-TL#0$1*%0$6wIvveU2~7|D0gv-
zQ0U9dR>Y$?o2wM2d$^&`7G>zO1%X4cAkgPhdrU<ypFVIkQqjx3$LO#%0?=VOpb?=F
zL7VL{I^2x8g$|G7U(n%kd*XGNXErTSuKPib>Lw_c&5n|p6D2bzj*Op*7+fxEN~!f6
zT+AQPFTEYwl89jK&JpO=-)bsl^|!i}G6I-N*;1yzi2jLI$`~RlW!#p5YE#p#rcy@#
zk6px1srX1;?}JeOhO#1sVpm7b_)$OU!;3Mjp!0Etf$Vn?2Rek$$9YCc?M<bOd8bNQ
zJ99<J?w^{wSCq{Ckapu=Wo97Q^Lt`7Gxd@HXAS-+G}*C0SZ?(EB=nvIHTALiPlt<Z
z{b^{G`cn`wMY0@w?cOTtl!`^GJM?Ph)ewE&WqOIc>UZ%_R_OB(-RoFPKE>WAQ6gbF
zitaV#F~3BG*QmDFc$`XmO$u~>97bvk11V6KIE;=l45UCKBnG_J5PGY%XqEbEiflpu
z+`?Xq`iIxLF6%YJ`wC=~pl4%ukhC**kVtgnynf!J2cHa&)IWU_%ALl~7?*W`fAOD@
zDjEN_t7JtPMS8O<Vyrc)WJeh#q7Jbt*@?ZTO7@&=rkQZ7WY6w3caOBoe)q`hdrid*
z%)!N!plRTWS=uuhHT8)}HBuIrIh?qxPWVwh<6<bk=jdKjL;EZ{tA}LIT!hK0@nfil
zM|~yX@VtY*FW*KNXcZm<iYohqNm*GJL!}*cMLvka%`eeDZ!^nk>rs^7)?W^tv?(G+
zZuyxG3l!Zah7Mm2EMq|;C1L$!^>7$pc2J1|A*;)k(0z{nt7tf{hfEP_F598zHTLPU
zzl9d6H1VLx^zYwi)I4>c39Q{E22`}mKBJ<UvIQ#2Ev%ySth1|nt3m=H((B2Z;r%-C
zkI<cttCx~BqnG*jv0jc!f=Z$)w~PrPp3<q-Lg6yH_Mf2!$u$@%wXlHb&+LM}@Mox%
z+A6`A*}i{KL4K12WAF262|@gPf*=$>X|xbOhy4>8q0UMy<h8HwGoM<M4U`koQt;Kp
zis~x~M*RF@pNXH}aEpkaYx(bpa-%Rtlo3E*moyMSEeLYjKyhzCSztubSNEAL@CoXa
zv%n)XH~ej~GW)5sh=D@bQUo!=(!G<lbcGz@F)ApraJa^&FINk@?~a$+AEk+Xwq_C=
zG}EFqamn(U<(2EI?h=az#NAQ*gJf0Je7ZqtZ$T9|6iyfJH`VDRx=)LBk3BSNMiIrO
zMnr|<#FjckV*3XVERuqy%oUP?rTa}%@H{&;l*JD1MV$I3clgcg80}wq!Y`}6QYa+0
zJ0*nH)g6p4$xI4Y(#?B@6ZHcsJYBsgvDk>{T}u+wJ>c`qesi>BenPml`ZNypLmQQk
z11>x5zgPVlhk4n?qzm3#sDuMT17N>-4j9{~ZV_Un2pGO&G~#T)>kHCUxCShdi~(=i
z4+Ab5GvFHB6%6?919aNyT&R>jQz+an`4}@QO?aE+9BFZfzTr>Qy^__~LL1JR2Gpw>
zNCX&jdkKLqwj~JZH_1Q;8T#n&i-gyyp%M$mJc!1C5B&|2EwJVSy-QS7Gb9++JoSLF
z=2_e#teGUuX3azz)@+f6HCqr^^Gn6Ut!y4(&HWFUT2o)$vR*i#&zA_VR3{`$kl~ms
z!!g+sli^(nh74~}k&0K_Ye*JeZNJYLH<g9DfGk!Qki~*PmM4<KY03gamM3jlUMn5$
zuhc>6IO3HcOYVbaK61+ztWM5WO|GE*4NaJX7^M%|VwC4+ZYl;*hZq)hh+#n>#*nh4
zXcib^+;-5K65M0mUNQ?Y+PGr0ku9iS_LmTd(KnkI1OHPDq7E@E>JY<%kQiZQK_Ed(
zBY~$c%_-kw-TQzE8Er`$IApXsU_!<L$tg@~FF{<B;`QbH%Hg%@If;d%8OIMAdV3E>
z=^<QvE-^vxlPEn37emw)i9kc+MhenWM2ZvD!Ua{lnO!<)UKRV_L4DvZf2tGf6;Z-+
z6^Ihj=|tqg(vdnslvu;&fGAP<5dA`wsC+0sN@USjI&O2W6CyhL!*f&vem0`p93m3x
z3W!IiJQ;plH-C10uG~v+F$ewhn{z82QSAhl$<bOLGJg7@LuM&5C=R1v3<FD%>2Vm7
zV;ES9tdkhX^Hv=)dEOq`!f`_HXdkYt8?;O+<Qy`A!V-ivqWK{X6dy%mglso4;?6_a
zW5nCs4PwN{huj!3<IZs9<mL>QF`|y-2QlK`jy2NMmjayCvUZrhHgZmYG@`;)34zM}
zN)W>^j<+Qq7Lx?az5TFpK)1^lazMjX6$ydmRy=HCK{aj>j)x@577K`KXb^paR+50h
zTHT;BVnJZA>aeNw<vA?QwRMxEz<Fnv^Uksb#meCl0?vmJDUJa5kOUk79%GD~N<h@%
zb8PBEXs1&W$B{M*1rl@+5^$w;w|oZ7Z+DsBE?dC-NeKb-&t_x(dB(UY^F$pt(MeJm
zeyh6!Txhi*V17%C`O8Bo5jt$#+pnba>@I&Mqu>lX=Mmx}V(-wk90YN7EqaozsKkQ1
zEPMp?oE-Z6i158+VsMssNIXyr+0<}`t&zkcB{gT*nn`HPkJ4P@3|qW*HacSF)*=Vl
zQ(fjl5$51iEklD(l|~v78a|aeg-^YQhaNt43UddaI^{^bPi1$JmM9AhAV+l?l;ali
z!yvOLN@h_UnV0q;fj{4za!FZ{;zCm$?P(D{s&-jp#BY%vvLKOFx3h~SH(yjt*d|cu
zR;hCj*NK)Q^reh&hMw0dJV?DFu*`bgdX81%<s+u-^qE9OPX5sm<Llp}f#=H?ev8BS
zIfemWpZ}=PJ1i;k>Nh8cn|g=@Tzw^p09Rk`sB!go$QE?ZEwrR}-ZN5T1O2+(qw;i$
zn3I*KhQq2Q<+B*3OX@ru|IgTW2S!;ue|twyHi0y1LI-IA$u$r`f+7kipaLQY1Oy}$
zseTou+oiV^R0MxEY={L!K%^Jx(nNX@P>`-52=B~ipSx!^7x3ke<1#bP?CkFBXJ&Sv
z=bmpF`<;y^zQn+O7B|j+hBu!0yS?$WhJ|G;c%KR3HHKKw@tcgvs=Mq5cArXpn=!)M
zZ@zx#+l-(ZAlZ@KC%R>rhRJz@V$=@Q3-iqm6s$y%zW!Uid45KJ{aLq4*e80~x!I=s
ze6#g5j$4t&c9qTYQ>MCJrwqTED#<8rT2yG|?rB9FsbHe1MlChiO=>uzQa&A@m9b4(
zJZvdd?2_@VS}2=9b^5KKENIm=;~9_IB1p(HJR6MPtetOu_UA;Dz|n{R>P4v(t8~qL
zy|sJBB}xM_w^vAswXSDR_;S9<0^kJL>WN=KgN7`i=mPpl>xXHxXZ}-EDX!sb<zRj#
zmARE-X};cZhy|J18I3)vlprAs&~LwPiUz=FZDR8Zq)u{KxHL1Rw|Yokf^gJyfyn}z
zN)F19AI2x$r#~Aj%8<?rOcv0MWkndG9ywV6xla1ls>!<C<cw0vQi&jBQ4YQAPu5S*
zPbp~&X08u5^DHoVz`YAh9)Q~8EomWa*N*L4a!`BBl@x^1&qx*L0nbt&I1iY|5;yAu
z?@@WQ>4l{ny|5@KJuC{s$rQH-C_OS4m{?kyn&()0#{v^eFG@o(ZRd#MOk1S%$oHK)
z`5L=b^i1`v4D%B|=UkNtsO6<FRF)x%QHkm!Bn8~4Nh9M{AJ&v&IDBYP<L%P5-PX%|
z7wHfprsb3fanhl~b|7L>gNT^V@)#i0WwT|7nAzXujF?^LBh-z5K4V!fXfWl4jKylS
z>=+7>;evwq1wO``Rm1d`FVH?!+1)h@>RQPuNqTsCm04<rkTozd&2*W60M$F`JA)Np
zMM-^OOGP%T)<;RMj+WF7-^_^9V@{S0s>4z8`*V?>RXpV$^-q-OUs0m%RN_M6H3)j~
z3r)<W&LCh`lM)D+l^2?TSx0gZYb$HdR~hxVI!fTd04`d?%PuyNyn*-8et9M1&Tx$+
zg-ne!<hz{c*pZt9I(A>^pkw318JTGlxuX&tUl2WCko8(dJ&)=uO+}cY*C1X{y(Aem
z(r8J+!WcmmV>N1|nNk1<GlK?<HqCV5PYevAJo;LS0bIUZXn^rs<_J)s&bYvcjc-!O
z#YIFR14`r%u8Jam07mpe1B6o+^5d{|^nn)DA60+I_F?96W2QPTIRNp7e`I8+8<Grz
zuProaxRwlOH1vG`Uxrf?sEVv60EZR@aA;A`kE3osa9iA>(-~b<kQ)u>IOs>l_a+!+
zNDlhJdt$1YBy&GJ_v_6085z^|l~mqvS04P&u23uJiq#6bVo|U+_E5Ey^2#D}e>}Cg
zUFRVznj7@#y3XjKMoAOVr(sT?hDnZ@oAe4*l$K=lX-agTrvGQ3s1@|dY6X3=C=+L7
z)KL}%-FZHj?)1Bq(MN5P)}cG=o$joc9Jf11BpKZ~7~P#?|JfaC1>Lb)L3b<)rfAEj
zRjMnCj6SW&rBBF#N-oObcAld8-0F-}Ra7$2B~F1<ElI}esj<jjJ?SiQ%Vl4b9(AK-
zZ#RMdSdF?VkwwN5N}^YOU!h-qpdVEKijPs|H%stNTxcrl5r&3m!-g(2nZ+P!Hqfp=
zQ5>}6=gVJ`0w~Z&Eiy?;|3!%Do}or9Ztb+-6meZbaab|pI;}*+^|cH;i0fZ)Q;6$d
zEQ*fnrV^GFk4Y20HI?upz8Gp2N7O8iQsY#@wLZ=`990R|(X>xlV%o8c{Q8;pRo+rN
zWY2LBz0abAOJeViMdsP0t%8mH%tQL@r?foI3%V(QElD2jb2OIx7MOyIsTX0eLqN@|
z6ZTW_dfQ@C|CWssNR0@f{H+ru;ExC(nzxh!h~~}dtvh_vMMud&Ccqp%(WcfB$#b<E
zrSC=Rqbz;PwN6M@QryJ!4U0tW%h#B2{sy<qe}-#c{%+U4=U7<A_)Sa*50zW{PLQ2&
zYu_1*P3`-(WV^L5{c!O9o7TP`E;h9<tVHd5anS;*eINCBCoDF_?su$KS~pg<gJO5;
zcNur7rGm`6v_(Dew<`-X;+1s?3fsQlXY8}dsA=iWp!w>E&;+N7J0K{O_^-&gVGdfi
zEXnAo{t--*w*F<@;{0Nhu_i7N!)emMB_<6d2~57FA5Od2q;V&H%(y?C#z`SF<$D$*
zjZ497qsXnpO(BhIsLLJBsH7_{&uEi&jxCf!xL2C&mbmvzLro%ggYG)UVd&YG(<|!<
zDH%#NmQtM8>HSAU)%!THdD$)2nM?dVb&Ef0wpP!|OE`*o2I)h;6XFk&4EG#ytRw^R
zUteMpyz$HtNZ*kEb{t1jf|pD${RPllngR3{1wg-hZAMAk1OR>iB?jpG>dZ@Y6pGq+
zm9z*wSY~>#OfpdV{vs(be&-T|EBeWhR)1&IO#PJwZqbJ%?=q(omU48$q9E6^D6szr
zW52gAY2j11UQ0|=d7Q?ON?-P;e=|C$(m#+H;Z^QQsMV|>5zNfto)nz9)sjLed~4{f
zXT!H?l=?wvblzRvTwZ~&_drB1s^2UrK;vW1-pt_Kp_f+6NK`pzHOcdYY4yvOdc}(N
zA298E+b%Khv$b3kF;aSZxOa$=?=3Mg@;#mm1h*+{7h>d;A9BXXv5QgruG>yGWLRJV
z)Y!fwV~P4)b_=!d96|At8)aNH#qQJ3l#SJ?yJ<IZrI66+ZELpTzTpmyRL>6vJoZWv
zgst6{P^8+u7$tZ%N>CKLYN?ogfKtJw29y^6;5<OZg>J<tv9hihUP^FRltdj@0%7q{
zDS@!qa;XW6T_gvcYpJ(hcSiu=XbmGf=pveRu5nWiWz-LYqZBgW`2G(7$D%GczRIlu
z949QDwmhSvzVC2G!?Z;_ZW0_n6a(p0xNk~30gUNKGyYOjB^ed&=aK^F|AZ*UW>mOq
zr2z8zl{8v>TgXbuq2zb4+9xRhl08ce3LapNK#&Riw?M%pFKGn~T3Uf176r$E76k~h
zY^kYwe^@H2-jpAykuYAs^n@Rc=?Ri!N)fJlt4cE4@2RY}7WO&6)qkG)!j*4zmbztM
zs2TLdY6g9=C_qDt!hP|?n>O)K81=`kemhI^(4P)Ye>zAG`h)6suq2~D19Iul|NgT-
z)C~G#HFJ*7H)R8E^=rwYPwjH)(>>=hzEPh^4d~OyPM<!O95>P~lVtRXR)5qStzfBJ
z&Ji_(V^66LQ)IPU?qbHv%A%k<^qV2vq%}pTelJUP=*~r_I~OI#xEvSram$2{V#&nN
z8wPmWIqYtQS>l#mp(ZdrRukxpMR7}Ci;NDP%cVm_u4J@P_e%S?L!O3uVl`i?YA6}*
z^t6*?^ruaZ{<ObUe-1rYBbjddLwBqe&>f57CPWsQyW_3D%p^qQ8rLcG^J^}=i<X+o
zm!62cp3%tr(Na_N&XfiN0N)~t1Atug&XocvdOurc(v!EAnPh?<^5<5HENB)RYat*X
z*Gg~>>qR`L`9;lpo-aW>-_0!{p6^~39nVe8D=Qt79xO67?=ij@YJQ8T`7KJ#YP!*#
z9>(w<{ajCcx~fmF@%Y9k;qFccC!urK=jK6-U7tG-Vi3VRh;fE>pQ4Y*gBVN^4`MJc
z8|TW@1b(uF{>OtDPvrBh94=3s@dU+rzOxiJ<j3><r?>_B1HSVS_fm%VW)a*m^B$jW
z;<WWkKJCKs+7RB^#a{6S6omY-hYJN19`AEh<S08hyMM9UZW}r!dtfm=bYtqkg4|zv
zc%wnihc~7a@QqRxmeXYzjI`zA;f=DAOb>5#*Zl_g5*C~(=%WXfB@<~^uNdD-i)tR@
zm=g3A(W7I1Z>iQ&9rhERuqcuJgx1T=enKn3rWd!Je+0+tuj>P?#~08`O8E-vvvIx_
zYJd<k+Y8o(?AQI5o9%^Hr6}^L7pcSiAlZoJW`AK;l*HSv1U4AHi<0=pl|U-BMM@x*
z+OXWDQu`$b?K6jW7^r>ZQMsBP$e5-Nj-qk=GuanYcn~RZw;CGgWi862#9E5^Y_<7v
z&aArVv#q8l>P0C&)s(L@nN{ox`o@2Tw;TAoz1`5Cg=NC^5EH^af@eI6u$C~zea55Y
z3iFIds$@rY8ob5nH(9gO?@Vft^BIrIE6gqfj6<3<h~|W!@%X!>Z@ah13bWHtht*2M
z;$%D6X_zq5_p!QLl93H=ysHk5)m;aQSJ4-rD&_l9JtQxthdS;@XV7XMa|&-=h|P+a
z*0(3<XVZLRY^A6@{v6;dq#vt9zu0o7LGnP=U#jOSMD-Dr1ue_?UZP)E5hQcp--|08
zUtM8-{&`lE#M`a}Jn=gz0Z;s9h4IAIk^@g<4m@#%@kD775OVkm&gdOa+&{(_qgzz+
zRq-@14;V>tliNSFLU>@O2EKg7;DP3cR=9a&`4?AswI|+}q}x~a1=5ByUCwT{v=f^k
z4QkPk;~uW;dt6<UJWTQU+kJ=B6-h?IpRiJR>bX#jW(A2rus}URzF$M~k-=11X_DqD
zl7oCdQ&JG@8>}?>{yoeQNelJN$@j^Tx7Mhd>{)4oyrmRD-l8Dgw<w73l~$T`zx+z`
z!_Uu2Ltyk^$LPV5gL~%2NeYa9gS2qQ)rO4c1b@P<jK`TAX-A4;X=m$8N(ztbL+&qC
zdQxt0qa<IWF9Y1ZVDqEQN|Rm0lQn$qAG^{dDnCoRk*I7TiZgSZs2r67NK_6vs<ybQ
zaN=%x1$G^zYlW2}OQA7AmePimBfW@QMc<I6#H}(}N*co<o(_pyf$%pc;QJ_-l~3Vs
zs;bPFhmjKNy}Y0-m>u$sp!Z%2l3DL{SLv+(`I>uHnN5b)Q39<Z0$A;RqyScX&sAo%
zKQB30?ablT9#~~oyEF)c;a`<=wGXZDyMtDHLeqy*Vl90fZqioWe6i1FX)N|RtDMC?
zu7U6FG(XejVlN}r(qgZ<p!nUs=klm|l8%MG|JjO<>a*>A1NFH2zC?X+YK1uUg_Od&
zUo9zcpA|$Q_o2>V;UAI$SVQ}0NV(A8CplR7e@P0~&;=Tz3%B=9z04f3@Tr&X!pGVn
ztynvjR;+xBf|YMkuv+%4GAn=AD&1<DZ*1&pQXlpv7+r0(-a4ats>MLLg|`bflJZ-%
zuNl2>6Kg+qwORZ3vcRqE_f(@-X8KC0YEl!-w<xIXEeg!PeRafqEcWfxjjw2tub|=M
z#r`9?Am1?iiqwwTdXXs3Z1G}$Qwm_QPhD+Py+}QARAI4Ou7JfZT`Q~<i=74miyec9
z#lDQ2!D3&w`X-D0!<N4B_F~U$<y)loNCUCExKmKPy5WshZVFpaH+;nRy*ei(%(6ed
z+JyO&)H%N8v(Oqb-&nl))<h(bl9r2-NOL6s4RxgipdqlvKtmJBVePvA^FG|(pWr16
zkd#`z;2AkV<87w`ue9@(3#S57+@u0qSKk~R`mg~&hrw$cbQtrv@AkA4JTMX+ewHJJ
zQ~)>r50xDNIE+2&Yoj+m>>H*##g@;nhDZV6!X!z7r;R6y=@)R}b18r&Hirh3abb?+
z02h`^3UFcR8iNZfnIqN}^)Cl5kXGP=r4<Xyq5u~x3KrIfYs|v>zcu1HfPbVpF#Rvb
z^uHtrX+hz&WKbAMV7gjspkWtvfzyHnmbh6LCeHIEd#DG`($Aeq-ROYT8Xg0%DCoci
z(E)x8;67;&Y;UyI40|KV$^6FGF;)^_`eQjvf8tiA1C>cRM&D8n<82B*24GQO{M~CK
zqYqe{wZ>r4_%(X=VqYT~7(%rUmYs05cgQZs)xu8!=({HPV!Tv)1Ju4)YZSe+HmnFY
zEN+rLhNhovO?U#}fRrNtyj_=F<SSuWL8Ik7Nky}aCjg=y^MErnmO6BMuVdX$5$k}s
z)*?$^;%k;DR%^J!09<MmfV+!b27p_79eo4fmR=VPxMmMXmY+~ZB|V-1sLmHdO^t|}
z8c}M>E=Q8Kx4&;wE_)PIo_(nr^W~Anz)t`?Xi*~D6OGrI?TJjm_Ug<LzFoW@k)&T8
z?7L5O5lpiwVTrQ`WUVus63<Fe;QOF;2H*RwGZA1yl*AZU0ukWjD2ex72}FP&r350t
z;&mnhY?2(b&m2w;seQ)(#Aws?#1DO67Ri2+E|psmxa&bm8~DF#oq&JrMev0N^sn+a
z{xiH6!Qbt@h%6S7k)Qz+!c&F4h}+f+in|vPv)=4QD9LvBA_}g*$zDX!^=2;u#$hkw
zNtz1Yi`cd9VQeD2@3~DMnosu{_WQ<LAgv1PmlpnOS;+VLV^gA*v;(nfL@Xt;onP_&
zPZt^Ki&xRtVLzgQybeDyQ9sh6vms$!$r}>WUh>Ve^@X=0QuM!Le2LTg(oRH{RE&(}
z2|@AdGq2V~#xhMWd31WR9#O|PTRkfzOvW;3z2mRzO{Fp+N@9#F0dM?RO28Z6UvIo|
zzT~hsdfw-OHc!NR`kC)7kCZQ$WLe4!>gn}%R&rN3A(4{CBOhBYJd*b&O2Q+tH?fy3
zKtghqzKu!NBL~p@<rzm6%hSw~^ZdB9mUEH?<Hq^E@TgOgZnh>S`2J8QB^jxR=O^K~
zK=tb+V>*LWBvlF^CKmt6#Khu~gH$A4QV<kt{$x@SA9F+;=bo9fNOEihL(+<1Xlcc7
zAWEgkL~IfK2I5a97AF2=-bd3@UIU}MIYxJr9JfXpD#@^X$WJB{xsQ6lnaFUKxMdHh
z3G~2f0^!`Eph~eQh-+QkE+Cv2{s~dobKNX+dNEau_v(66sVtY)V$zlp#hEm&RDPBM
z2<lsmI`2~I4&UB!)u_cw!Y!{rwIbartQf(QMgzg~K5hU}?;3wY@VrKY&p-a|ZcY5V
z4pFboOyBfekihq@?^Ttufi4e2DF7frP`tWTg$ncw<FELh)pva2bKb^LLr53^sItKT
zK*bFvVBH%f(a@DZ!0Hes@t7+Ch!`X#01^E*7>F1pIe>_MI(@ybk^b`Kdt>=qy=m_!
z7E7`^!n0FhgN+X{y3t3z$^;Uv7TlK-YboU|4YlFs81XSn10%kqZ()q+(!28QX%(0y
zF(O`Sj?^vsjh~#HkAD1Bm-(gz!pbyV;}c)9`c_^7oY*KSaJltFF`WWVoR9)oaz|-E
zxnwyiIlzg3B?YVP9~v6o%DBNCvC6o2HcpUMtTIb0R+&WsP*@bKvO^mTQ0%8?%lL<1
zM>NQopaL7Ik+2WK^z@C!^mNHV$<kC(V0x2{1}G9Y8lY&-61VIEX-5|<?dXC<LD6DS
z(1n^C-7av^GE!Ou>xVkl50xBPKTT3#{p1|hzxkimlXh5dX@~VTg{u~e0_%qu>plB<
zojCVL|4OTtHe@`M4KWS(N3Ypnpzc>`G5l^fQ5?Su*DvanlmgzJ+-QoJ-83t_Gei1N
z#T42k<{J9)6GiAl6;o15aTPOdUd7_7yrk0TIaLfzJgS&zUoE-G43(u0!%%FKF)#ln
z1IKGj*KrTGwfF$Xas`Kt1sqe;fa65&Kj63>+Xy&rw<#KqO)VqSSE!>(0JThaz8GqH
zMAY<%Qd5>r_V_%z!E$q+J#8tSX9M(|H3XgM%guRq`f}$yn+WDSyC3WBLm!dzY^I3w
zZ02R-e3zQQc{cqYKF@B=Cy`mY&1heIYk3BY<K^bOD~=<~r}*##XF_Sb8;b4aty~gf
zbLcKkk5MN)#)$~>GsRFtm~DP+ko!aD)jiF5HN8zZLpNUK8=&52+tAOMo7|)7xY>eC
zLF;hI3c5(Wa+$hc_W0PzMcU-k<5v5wC@F==`1cy$Cl=M5Ssz>L`#|j!D$TDB?zbqB
zdT{3^Qx9$vY_A^qM#H+gtnv@l4S(`AQx^o&)Pt5duYmL9i+m4!q0O?3lmUD5ZAN(Y
zc<9ztUs2ufK>4PsT$EIrE!A>D<#wuWlvF@UwO6gA0HW-Jn@yDMBsnMxnZsqFXS3NB
z%&iBl4pr@-&u;ZSSojk4*sTqFno~k~iOIw_Zqn&V{{H&kZN7p{`5F^e$8hWXXSgin
z?{-;uo`q$g-OPlrZ=fukDEr`+g>P*(W#K!L?UsepH=DAsXU-$)k2agK5XPY_yhJ#{
zW#N*%F9ag9T~L3q)0f{nakDwGUdXLTJIBdp>BRbs`cYC)E)>2qE2l!0^STs$@)3IK
zuEj6DdTO)OfC_O_q*<pzv@WL#@d@2_kMBKOD@w%rztU0Gd8rVI;h%!y>}8XG57P~g
z`O5LzN|W@2CFNdKg|>)UfZycXVzNWe7E>OUi;_rlCCqlUlz>+TwivH$B012`9C+mx
z<CT_~ysmEBqQhR<Tvt5otL>qm&#K-zC06vu_~J>L_$2>;qHsghf_=C-vpKy*rycP<
zk#-wX<ZS*S)gZlFeZ)6N4V8w5x25-}A(Cu1qa_6qaXe9s-DWdd3LwFlL&Js5Xvsll
zw_H+?U@YC@Y(_Ijq(y`I@30S}0wk?SEapfZNGvRh*^HJlh^QZKakfLZm=f?GDFLhh
za;*MKa@-Oyek&OiUcGF(CsvOv?{{uQ-9_EtGO!3s-K-nfkfvVnhO}%1ov@lk5ol4+
zi3@Hg%$_c}4j)yGr%v&nF1Z+=R6Qb1#gw%qiZf+g|2-)MI3Mz4abFsFTW$?2GP|bI
zN~9Xno5Cv1w&@mU+mtUsjxd%RL8>v9v~uM)lK~Ki(&IKGzTI=)H`89=2{UWg)s-*!
z-ccV)8?nIO6BOrd<lzOLPw#6pJxRx(N}jEj2r-m@9(t0ECu+psfmF{{v&MHs32n86
zu*^?OAuRKgTg@`RDmhr@%;9DJ?N+nQEn|7?zuD?8^J)LkQMD6tq#%~L=N(-;$v;r6
z@^af~+_1{4ZqtAL<7=Dt4Yw~>`Mc5}tn%qseUnr=Um12<ta7}JJjby8c_CS;no<-i
z|2|1!H!64!QMfC5Sp|RPX)h!%RasI7%jk)1X7N8EIavJ9ND3DJz-?ynKg%4kYO3<z
z*5W6v{rl0fkt(oktY)zGEee*+<J)xl;98A5+sxAcLMnmHpEx#uB028TUoOc8wYKT4
zLuxnB6U+K*rmkf6Ev+a0fG$fv%(p05^%e!@e-tqvi~iAVX3^h6gU6*y!)<2O7x-Ds
zHKr>sQNq&|q=S}(%Br{&LM4>)vr(7#=ZHG2eaj!P_N9**#alJj{u|rO+JA!w0&72$
zo59-8{P`wpUmvX&ryIohpSA%25&m3^f2ev~nhF4DBPd=yacG~q3&@k}cvOGEFgred
zel{_^C-sgGsb7ndc*&K(j?e5UiFaHHz`;T(0XX>fX9EXoBnNQ79EJmGA4k-d={zY<
zkzr0Q+FWl>^rsRY%&Y#tlvqm@@AI_!IcL;A%`(7)OF!#{N&Z0EQ%sR~@Q73s+0;@0
zN;2@E!K1Yw)psj@Z*v&^j}!n3ByK0wVF*DmDNGd81H}J3qyUyv)$O{!w`OXrWB>sg
zNebWUp|{>cz>GJp-pf3(iY~Dw76y=7tfHz?3s#Xu0SH(WUPb)a2)Bjj11fA6+dD&~
zI@tfrb^~G0NDekg#!Cv4fH6ib-niO!yGa5jveYfRLM@;xRtxBgMZp%2ML|~v=I9D<
z^Q@MZp%=@YUM!a!^x{`ZK`-cWFdiJM7yJIR7t{iJVYPr>*c9ICu_)*TJw_uZgt5(2
z7BswhwJ;4P!<*V};H~VAoPL-_6vq!EJ3Z-A3iwuYhrzeB9T9!l>3K*>!mpdz`moc}
zNlK9qo1LB>l1c;U?DWw5W2YzDbvx}aBW0-rxOZ^OYv!5<__Y=y;8!l`aK{0^)GT&+
z+VX?}erK|MfZv%rqT$!<^2llw>ZrcQF3+cYG1Pn(QS(`pn%SGoF3-|U`p0ViZ<3JP
zIWPfrUu`lQJYQ{cHh73&Hh8{ewO`RkWP^t(VuOcy+1Lyr?bzU<|FOaId`<uSklZH0
zF3d*cmHcs%iyc&0?{Gqd+^Q7=3E{8VxM4eK<7SH4xcSsSBtf4Y=r5>S)b=OpvaO1w
z=svamb=65W0o^&WL+s=HCdgi$^;U@rdPIG{Pj^c9XRE7%>0Xn3S&%U@fA8?>vo*`~
z@l07TJHubrQ>^GtYOFYal;n?8{wTfEtH;+Ja!(RTJJ4Rh<j#e5vO}lp8&i8#&t3V%
z<$370X&NRpPPXjj#lmgRo7Stp@^K?k9Zan)$YEoh<`eY1YSr55Gxdg);2|rbi{CY*
zr1|zn(4V5@rSOeB4^kfz-tFBgcQZzGZeCJ981j!wIuboX#&`bS;rPzqJJ@#)b?Lz7
zwd0RF_@f$sJjx%f=wonp-(vhwNtJ9CdkrG5f&JRx?3D!#3m0Qpa4{x_FV2Sf5AHPn
zM*qX#R6YOLIN33}1FTo-$UJ1RekY@Sa~*#nSV2#}%b%qtuo4XD>pR`qS7R;mAAz>|
zY)5~LUQ*wG(Bh#Uio4tYrbX5B?)I-y%Pk#z>&JSF64~lozSC^={UF$M>qov&Q{6es
zf1f_s++S3eZsc#F4hRXe-)CLJuCjk8@AswZcUy;gt4mTI8O}NCB|n*RdZ$ir7ih2I
zcFF$pwqT)M`q1<KfGQ<9$eW0BZcMPQswz4CxA}YUHT{38)|`IO5ouFyMj>r#xX@oe
zZ}uT}u!lR8RZ`CEl`Pz8-hK4$1Htk<<c0K>?f&?tbcK^TwdJ<?&+rZ&f46t=_Or0e
zsunRJJjckYe*7TuZq-3{gSPRS=IOr6OHcL>te~EfEO!g<$z9mO(|;alpWq#^3)^;a
zum~9s_ser?V5+X=2{egJU8=XkF0*C#B5Rd~wUf=@A(NMy`Cm|PNHWsB1C>JexeAqa
z9Uc?u`k;S^O-4purg<QrZh3E@r1$e(x?%GG-D`1gps<=N8{iy0`BOmwfJ~>M=>Jct
zQr-{A_&HT;$7Q3R)4jLx@awx<_$zta?$Sfr`b+8&E&MUHR+0vL9!Q1LU1zKCW6_9t
zmBxt{{tUHFlCjC?Ug^B+WVIBbcT@FM`y>T<z#gKI|4-k=uhl4}=N$Lf^q$_Ov#JKF
z=!5P2<<)t43Bv!D%r^CP--rEWW5p!ui7)z-)fp+wMkTpMIf(wpE|a3{*~KYJy|QRL
z++{~*msEq-tXf^+3?W$#OJwZR6G~O^-nLuMJM6Dk^tRok7O}lDe?y8;dACUsUT5dV
z?o7K~K%@V)zL_hO@z&qXUQj{Z&1%9cf*l~Ko}h%s@yqVPRBw>l$#wqIbicO#f{qhZ
zto0}<xY_&{G6vQWZJ7DL*4FP=?IbzJ{KuLr+ei`2e;-M~{AUv-=ll=dE#`leyyU;;
zf4CIRG5>MKsONW^`On^+%ltbsJ)|1Uztt6Fh;mrMUFhGzU(q|knf?i^1k*pCzhV04
z=Q8~!LzHL-brcbhA+Ct1Ss78YGD^+Zo$#VD9sOhMm<B-U(8>S3+Q*lNy$6q69<wNs
zz_xEU0-O3pvd^{(He)QCuKtl^c%c-8?N@f|%-4epRgqt0lN_ehFD8%`{KW*aDp3*@
ze=&h9C^-mZ#6cjtS8_Ozc`E9WuXAb3zdA{pw>AiNQBO!I1krYm=3bHm&BQ4e6HL)>
z^zfHe&q+4ax3kq}&APp)u3a_QLQRsQXk(ny#w^J}8^obD>Zvaz2kOT~sZY@}Cj}o-
zYosXDuW;1wkQ}Hd4%8o!9H?KBi~8z){12*YQWWYh8}&M7oIl1(nH4k>5t@td5t9kc
zmtD=Cg62DJ#>>qgL?Ur*x06UnIg?0i2W+M59Ek*7;Up6Gu@U@dIFaD*Hh^7WVHvM?
zG9m2vNF=89_ur?Q$^PIxF#iC*&)a&Bt~bD6Nwt-1H<@^3k4Pr6_Lwt3ScPQb+HT!p
zpntWenVvU}JhJo1yzyxRS(7yAeyJJ>#EwCJzg|1Y|BxCYdB`Gq4)(vNtV@tP%*_*`
zcTqm$?`rd~-Yfji|CE|3HSs!)n;|G}ruvY6`&s`C^{rr<o&0(F+%$hst&j|O#JoMm
zBeqHoJYpVqn_jxNFd>Fs_&D-S%7B0TCeT#<E+yI3Jii&`mn8$re{+=Q|5eNyl>cTa
zr-sa}T~@C+mVCCy?DkRG`hXrXjEbk;>)WR&DQCQG>YiNE*8FARU)ebFyMv9u=3jum
zjVaW1aKGm|>363GYNUO}mdjbyvMX@2Vlx6ARDIbGD=oyp$2-5|eWw(|Uf{!$f>_yt
zD5ih37x<L^{Ov$r)kjKUE2`(OW<#x~<Y0dtzlkzRl6gPMJN#F3Fz_OC#7-J_*=!1u
zSL0NWRAUdyQjI+*i$YuLNxEfXsHU>W*n;W)t2r9%`m5O$tUa?#YxTXfi93;J{;yu0
zKD<<#qA%{^rJua0X;Yx{YgZ>W?K}T!LVOGA81HH||JCejos+sSqJI*_8ByNVdben(
zk@D^pEn-*ehNJIKS0A>GtT{tcAblXL8QVtsSF>%T*#sm7)wvlY1=aWF%n9$`gJ^!&
z7=N!gx$>#bd1+8xJ*%m|?X;0pWj#37zeF{b_9Cu7Xi>s(U03|vZ{86Ymnj5t(HWzE
zm=ma{x(F%fu?0av_p<i#p+u^;9(93Verw@&{yemj^zRe=rM=JW)iD$OX|<js1vXk|
zu}Zm&8i+PH-AvQ7rg;<e%bx}wRl_6?IcNQxmp?B>Mm`nHOp*%2MpI^0RkwWN>B>c?
zvOFea8h^utOfwUb<R<An3FIgB_v%)Y{hM+@+^$pngVbEvHW2qyL6L}i$0+*MiZfIF
zAE?zrLeH+7-pWHm%7y%P$pA7g-)ms^u;ef@dWnMrkRSHytgi@ju1X0+_P-sih4xV=
z!?6%riG%Q7Omd)=I1#P0Zci~tUR#Pmb&Y+-;0BTd)x?47=8^*_uc0$nhZ8n38ru)n
zSn+5tq0#138^ZCXc?Wds`i#z6-@dGpat6mg%+>pf2^=5D768Ye-=|N_q(ht~JVes(
zK9*w!`0n$r|1mXM+MWZx!?Rex!SE4M78w4fqyTZI62<fl7#{zgzq9&UN&&;??xQiO
zk{T-+E`+a@WI*_;eFnnUGe<!9^Za)>F<}Vz(EBNu`b(*~QUws)qRjq<HXS~B-(SKO
z1loQ^vr50J>z%XDAo%t5!6(#h`>CO@U!e=v_L(qrO}6CrAw^z*J|ylp_wMeazVO{0
z#aQB&eYs}(Vzq$2Sd@g1{XS(;(2XlOx`9B{Tv~-dbpL)Q5YZR6hX_O#1v(q=$Iy7@
zuzNT1ez*^DNH<*VudDIUz$BVizG-B%R0h8oK@`U?_@<F5QUF0{;(im<M(jsW^GwnS
z>->$B<#UKZ(vibDIR<%Xov!m&DY}m*1c<kU8v)`i*?*G|bgE}CM&B_v*DQ1UT>k*I
zQyL1)+a@Ry^Tt0uy`b(i&;Pcrx!IH#fRB^=4SZY`mzlzYIDn5r2gJw&nTP{qI=0{7
zU3n=1t)&kbt+gcwphO&KZ6G<&N}Pz+2;Q}oVo?2vqq>{q^zZ3!<#99*v>1%fbV*n<
zpw1d1p7x_OxenB|Guf&XF(|i@<|sPG%4~H8Hw=_}kG_So)k8m1wtAFDSHj(9IoyD|
zVPD@_NbmdJKU#evJCFnOFpDh~`<41gN&)SbN(#JsF;PtS=%;0ut36TxD6#W^L5ZD`
z<D$eFNd`)sI$)6Q9CHLZaE~pd^O9;LtCniOgGC{zyF=L&ev0X5noLHyEe8b3-F}c7
zu~4qUL1TXf$#Lz!OOji4xTBfppaHqO2Mx$IV1Zk9gIYj0tQOD>ivpChC_tpL2kmYE
z<px?-ak~BVK?mjNi`zq>oJE1o-mXrh+ZzuUWLiv9!|C?I0|w+ik-Fdx9}&g41Aecz
z-=V;rYLS!z(tUT(==+Gq$kB&%+j2NSopj=`W~AFRyf~%J%gTXuNBJAD?&!g2tm75d
zG)Zn0KppR6sX+6h=OSv(N7S5;QseBwZU4zXEtfsGFE;qcsn|nec#*3oS(I?D?u|WU
z4wniDwwtN9(G#-oDXz;l@+atvoBVgGDniVp>ehuk=(isdCrk~bJW%b<LuO+xc*tzb
zwTY5=_>h6rCnX1vN*rv=4Uil_DscdOq!qxIn^j@pqa&tjhn$@uDQD2ndngz5i*HI-
zIFL7szww{pogw~i*BZC8hy=mBObD-MfFO>TK9FP_G0i2zaKtoEvfN#v&uP@?hs?|o
z)1pJz6^eyLNWQA+1W%xhuCdGik@o}Y$eq<1q;1S;%zIKbc7+=6_P?*TOESQ?;odF*
zt^wf%MV;I;`s!Jw0&CR~c{M7g!;yBK^BwC-Y%S?u{m&?ij9sNKMukdy^B&gy_xj80
z88=J}=a8T5J?xGn77jI{`;88j^8Slyt9^Gi24gy(Lt)BzcV$dc&pzFr?Sws*KHUaB
zRkLTGe!Zud0LJ2D;v;;WStgKDs}wb3&#2oO=g8@X>@Q~Y=@&zFR9Ru5&M^$mnNOM&
z!C{48Qh;CSM4_d0_>efPy7#a+taw0PLh-7ujvQ7g;SPs%X2Dv?u~Ha^6>fK&vzJDP
z4HTvyW+=pARg_FksRoA?R#zC=lI5^OCaBf5=gQ~FZhP3AR<&g{fXbo#4Ny7sa89Uv
z?+|t-W**7aLmoRywf+>cxp$zvnkMann@kdvh!v-g6fNZ)OAX<;O1g<2bj)ADJL{01
ze#~FK)~9sw%_iSDZyGQ3o0F=adeP*6Dakn|-#PI4T#8`wS4s*de;HA7PX2Z|`M=0Z
zZZ-K_h^d`YI>+o6Hb+(4oY`NN+w40sKS(v0eXB2+eK{_XaUZ#(L<R40XY!A;7EFHJ
zk?`cl9f_WN#K}Yno6vW=Zm0qe7A?uwLQAQLmQqn##_lvXGkv;K_d6Y|q{pA~_cvQD
z4iZD<%$?@0l$kr7yHbc??r5sWy35f=<c=n$h&!5?myKINs0rNBME}zrCYy%K`$Nc^
zx@0fpV_4kJ@F5@h;ygXb#|1c8-Ok@|NHLZ7cCmq6kGBc1fA%4N!)C-r&ZUvCdl`NZ
zy#D2Hz{RmVw(R<Y^}vm(L-WwCl78Z$(arVm=lrj#$JkhO{NW?+oh*s11)0ZVOlMv0
zp{#~_%l`JIb)5_TBT7nOO}=r_KgFV&=hwPk@=s8&3w7rCwMiC*^Nv|@gKKz>n6%?%
z!8JA9v=V^_^p|-8NqkF7lK$*(Is*PkNSUm|x{g=Nheu4-@%&}~|I`vGkE~<i5tCE=
zBss__h=Vfi7s)|RK^){1-ySiU%6TaPt$#XNZ#yc+7FvmeOeJ1&pp`gbt;kez>j^TI
z<Nx{_7M??Gy3ey^nCIE#B_?SZNzTtD+eg>^^_ucECb-?jt@EGZRE59W*!Cd{%T#4F
z6T*JtrYf1TBS=-69d%Nb2PG?#s(2pI%c=#OH=AbUe5kGMQFC_;EJW%;rbX_Knd8ko
zYLb_ptXrDbKsJWtrKvaYqUtBfkxDY`OC^+b8FG)>c>~YbWaJ*d=M9wgPCBYpzCcAa
zMQTN4nII^Dk6|<lxDn<JvKWyCT|xpf=ZKEUA1Lp=>!_}oKTxjL9J<&ZeY)D|o|7Yu
z75YtN`8<E1i~2&65n0?TorL65DT2tdTv8BOmJ)^5%CMs*t*E^<GoKzF*S&~txh%5?
zJxI~HD(zM`{5O<WfB8Yv6tzn#K%Dt;Ui<nwerD5RN=_WkY}9rs%{C^wHae*fJx*0E
z(8#;=Xe7yq5?L&@Ak0`DLzt0+6qy9v5p(RQ$uW+x76gdcWAqI<M(i;YW*%k-#~m>Z
zj+$~zx;*p|n4lah&KE;XiHMpKQEFNr0W7wR3%qT^BHiX!SEt7Z#;FXxJiMq-j@@Zd
zBIQ`dF@uXW1>38?9CB~n$s>MDAb;-6u$Zie7NK*K7DC9tqIDTh^+U%*G1g7W1HiJ5
znPTjTV+P`eN{NZ_wOe_P8QgqBGJtT;9Ww|wU2=eM!~w#QQXpJzM!5*rims1BIC+Ud
zxT-Yl5rpGw48pC!H~I)89JA~-_7ICm2&vA5@MO3Mw?UGDa66AV2)A3ZA_(W*PNT-Z
zDjkJxhmRR_gLObRGRvUb!s3C?y&I@AT$)|XY1%s35YTORiNMF|sw4y5hCDYg;CMuL
z6@3*-vY6jQKLHwrn1Z2j;KsTVu-GXpR6yUE78q!2b?dU~zo9NucS!BP#;SsXWkk)H
z;;iCt4mM&yfQ_w=>9{h1irzKHw69E{Laj!0u|03Du@1sj7Wxe~qU35K$vL{|;Lg2L
z1lZVKQh<$*5rq~^q2CNPe)>1vQqZDmpoq8EZ(MgZQvKv5K*QQgJJ#2=%Lj_biiy_!
zTLzL<A1Ta6CAr;kO0J%yw`F=Gx<MgaaYc!=mRbOYR!;zia#SLtZYr)}bRz@bA2^KF
z0LI?uZ$QKMX-fF%O&1N<9RrM2sT3HJ%iN>lTJ)Q#xRyw}F!u`uC1M3Cu5WHO_a$_x
z+XJ!e099@$2iQg$Zsq_^*)?A@BFe5^lAOZ<oU&`X6oCW$At`Wx6GX|?0j@d@aNBXQ
zp8m@L{+0T3IDk`8U7^wB=X_7(<^hh(F{uU~V08r^AcrL~_Ncnzj~fSwXUpLLe*Ojr
z@E?Z*#0m${2_FQSB}sUMI*K8PhM5s9jUrka87;z%S|35xm46_G*)cxdBIGZp3)Bn@
zPC`Qt>_Tt%Bc}4|e#EJ~h(MLsV}+*PcAMum{--DI>iOy&&A7Gu=_68yF-6p2%*#fZ
zGVqA0!{~q9=|4I>@OGvwV93Y1WRK(w07>*4oF^cstI80Iuv3wTyefZu!yn|?<{1;V
zpDtcto-wKE3p}fabHnJ;bI0A9D((eArY9PQ6*bS3O!EZu=_mbxok|K|(R~u299B|I
zNi{yDLO%V!VBjS+PpC9?)k2FBNg(DOHwnb&f=$0o(&52Q`rtsCirO8gC+Hs&9xrG%
zbw8{V$WWVvtjQy+t9eyyJTCHxqf#Du#6jvlJvKnM6x41<w*_2_61aTa<Pk9^#E2n}
zAPy>};*x_rf;h+{_8vERL~ceQkN9O<pibWGEypR^T<=|0NjZ}|d`w=-$;0rM1OBEY
z=OhpJag+RKIC<djHU@2EVVOL9!i4aYyU9Z{X+4sM)+e0gp{-=O$-^TjO!BZGXK9pm
z!Xyu{4#@-e3=a<c)G#o^+w6o%9tN^rY1;j=AtVpGG6MtD5J^Vz@OGoXbY)3r-V<1D
zQxNdo=L6n8!FPr`&j-wu8Ug<^1O;pRRq8#;qN!vp$|7_Jp?}M9UH`#A@tAaH3--Pf
zy3>P!6g{hPAg0#Wq{*HFQe`JCS~O<D0G<>0PLdG@+$)_7;#(<#Ft9;V5C+x}g&h9X
z6DALMss$w}drvr9uT28Q)ggHa!oY~+5_jnqEd#}3#hmGRPf;GQUkW1(xJEh2$(|GX
zTmgS0&xuGL5GAr&YC#mRdV(k*M<p@^D2mRUFj3$PYe5u9IZ59T1yW9$DDWJ+HHxD9
zb-7-FZn|HyK(E|AqKvo3N%NRMO;!_L3+x9;)dVFxjCf3-619`78<h2$=`U039=i5s
zGw-BKw+r=V=JABU{gRwx=AG1`u@u3~caRj!d^@7#ocZ1-#mx7Ym;Bev_m#pqX5Pt4
zvQL@>pxwz_rrwchBh_H)t*-FYC&^(6cL7fb3_odRemE<^%zwb&F!LYeGV|vKQ2dt&
z2W^D?i2q+jw0s@W^0m>TT>p9DIQ@P?jc)p}M*|~s32AAq1FxwKe0|t)P!4amC>+hU
zoGDqubJ7H}wSw!_Pj?DTGn<1g+6HQ?lY(iYmnF_qdV&Tx^3dB2DUaxNl_r@Vdi(pN
zse+6BF3sbo36g#{;j5D5Abb%A;mapE2w%iO_#&++gLAV=gs(qNI^j#oneep&i^mCH
zB<F;$EN+tj42LiNZm*ydEG%QhDkg+S-VI;frS%A3{eE}C*8s_K!&l$mZxX&<_}zpr
zScmY%Jwy1)f7ahbf0-3{*xUVg6T`-_a%o>z*&1Tl(9VGwYN{k7hGl03-c-@jD16_S
z(!hiNi?rhuzSfl}eCKx!^sp7WHSen5P0hPTDn{U2At+cZ)RL)rf1oY`@h}hwe1DwO
zL%Rh^d$WGm?{o{K)!IuJ+w<kx=|rp_g?@v0sCf@ba*iH4VP(G*0peYf6d>MtqR{gA
zzu!fy%lC&syqG_PyV!`Q<OG`?zyeYlkmvTtLGV0(7|1*Sdj#^LWX?!C0eMzm5bfl+
zM8@4zy~Y19pjVu&0q8a0Zvedpf0(M*g{!W=BLRQ8SFW><s<$=SOy`Wc<{N<+FD3ez
z_(w!vBL<-0eTdqKp7;m*n2GPxhbF!^U3{~NcLG*Rq2EkAju`t(a*m02B1T^+f{A}g
zQZVtOh>~;Sr^<<+AusvQiPus($HY5@>||%+NBxn@#5*#>r5a4U)fY^>9GA$rquBk}
znfH%b3+8<jf5W_Q%4Oco-me5i=%ZMHX!mPG&EANby-{jjI1cyeIEbpj==!bX;J~-)
z5?>yMTm-v+ElQ+xyYz>NcIO0}KzL+QRo$<9*PyB28ZK#&q#LviB<K&XgyMC(X2Ier
z@swx*d6=bwXFB1Oc~Gv36h-i>c*+F7vZqY&YZxVQ*C`YH9+DgcKjI+xb&wncKjI+x
zkybn;H&{xb-Tsc&(UJqL#Gw;8^N^e#_l{X~&`O-JR`=PsPox5<{?JkVo#a3@ad6nT
zT5_P8I6}4aT-*UE2Gzehs!vM}R1*iPuSyP76US1GXX27ii#dbpBB#wTmzNx<CJt2B
zmK;{?DWbQ2959bTd1<JTXXG~bBF{)Z<>VPs&g2=VfLu<VL2^!>(UF_wKf`$jf4AW)
zfrVup|5Ny|fv*~`1e&O>vImrBl-BRO67YNboHmcbJuTU8uF>oCO>&LrP9xV)un@UM
z@+p1s)xdY2u6pGA0p~plZ?INrTxZz~Cm9P$zaA*!QIjMcS;qdmQ!3euFG0tT3FKFn
z3gi#Zj|p^2l4PLCEV3{w7|`X%2Fm39hV<)CJ{ez9cN!Zgpytcwc-f|YB`D72Vbk;K
zk#~ENyq}+Tf(yEgtb)4Sa2!3t-|@8WFfLG{)=#9wo}F2&76Xvi)Od46J3Kqiqc7XW
z1s+mcBo7hBy*$6Ue4`ZMM_-bq!m#1`!GX_~*R#GYdPmA}z5tMXg1-ThPw1^51R5l{
zk(kGhkcvi(9(~EuS0@BI+QW=|?45~$uFCT#X$eCrk6hfp!X&ZXMO$u#^cS7!e(;#d
zfk~>kybg;l`A@UxDoYL)9dWSe{E~z9OdPD|B7bT^A?I<G2c;NPKj5ftFF8<69H{Oo
zIZ#cUuxhMjt6Mxeh5t17Z_}37-FoMnfg<|(>%CKylrwAjG8_eKxkfRpUh|;g1a1?z
zZom1bertN5c3NSk$mQ{m7)!Hu@qFPdX>E8PX{4TzH9eo6+j)9{;!?*uQW*Dae=8|S
zLcSu3>5}`D;T9>yH*R}2=#h&9scM5{xc5CDlVr+MntBiaY3|!T&Kz;W^PBv47$fkI
z;f6oW4bPTp-0*Bs+=mP;GVV}bM>EMcZ?FDSJY<-5hFS`HC!XynamKmpnZCFz-1Tfx
zptI<ih)&$~yn?2jj|sk_j?rDp^k7Z;D%xXxRI0*wwjzo%o{?t^yGbeB^xWkP)OlLz
zL#yd5elB_3TeUNlHDTCQkZurGjC-E{`4jg%r~Jbsid8+1TfwRxr_<L48i?(H&Zm(e
z4gWCEA<jZaF5_P^-ZS8%z<26nX(`gAFD(kEN&UVbRD;b<*FP4jQ7Z0zA%JZGN8dMd
z0*%!w!PKo5XJjP`0{XM^jCrPT<{8FRvs6mEOJz(U+$-Ak={|j&jmlrn=!8!L#cS;)
zO*X==WZlyLXN$%J!s6k=Ly~6@Hs|I0r3fA_lnTSvQ=V!bE=;-1@|cP%{0&oa1yhj=
zz>)(nz<%?2t^nKSi@?(=@hoWxyD$JYUQluZ>{H(d;_21cp_!_xkTTD9SJLNx3ItV1
zG5~^=&KeMGEI9x{;xGt$%IT3C15c=qQh<@w^SII3TQZ>YaYyG6$$?JdxH_F@#V1QC
zC?0PV&z1}*9`7igD>+b193XbNvnKnp#)+3>*|QPEZm2IW2oyGmE#(Yi7dq>@p+xMR
z+$Iov|5?5GJ3{QTOp)FeE6u{L4jw7|O_D9d&abn-4<xE1QUEA@RZ@T|mx*G!;XX%L
z^qg=HJYJJ{&ODxyC^;@nSC?dlX-^gHIZW#qKN5Kda|KlIXCo}ACiQqW#ZnKbwkYn?
zgf^LfDY7s(SVz}x<caaBbK+T>uF^Jirjyf|PLktx=2=NbX9k<j;D;6)o-+^J4EfJa
zQ8Vb2)eJgiQSiWxMd2{v>5xl*@X*a%X&%DQr{|pTLtorwjqqbpp!Z{2FMhzW5Yrmz
z`3C~d<As;V+xhXr-=spg%MqeD?!u23{w)PK{&+4zm-h$_6F+l9nh<|1SLFDUD4p8q
z)age8mAo{-c;u!bs|MzkJx||&d1cS%+~0BH&w;hMg5Ah<fj+7(Uv7b2Ku~gm-P!el
z_f<<FV1Amm`FWE_c9a}o2XT<?^_Co92XTNM_n$XU7rrDVkVB4iv`&^BXeAD`&Xyc#
zB~C<ZBt89Jib3^!NA+6CfokGF^-jrwYT|@dBR#doiKo5E`3TsxFgPbg49?Z2ISPkc
ziF5yQbHKTL7xccL3Fn$HMdDnBv<NuoK1&#PLCm5Bc1jojUob9K@_}{bB?Zn~hA5^N
zc#5#T6aX^Ry<lLjuH?AL@USE!8*OpHWTTHVM?hRY{@a2$QVle)R8L%+QN=c#A0o6w
zkTV7^n4HmfK>*w9(i)imvSa?slH;2Ht|Y_!w@Dwru)PO$gCCWi%@Q~3hG$qX+2i!W
zY5|yLQGjU{1>G2(qZ`1pozg1c*|rM~p3xU~<pR$v3UqFEbt0XveZi#DWiIG>8#5Y_
z!9cROi$WEgA%-Z%8Qf<GOG_!F)1@vNbukyi>Hudk(lVse(s#p(kxtXt0?&HzCBU;L
z+zRll$;D_q<5ko&Np7$}9q;h*BZQCg#Zc2aqNa6}8ak!p*ZJh1LFc|>YM8rpY8(sn
zFzKQLhR{3qxVcMb>~ZHV9U_?LBRaDF_Vf|CFNZ1Oz8vOdV^?&>adTe|{g3-{W}FC&
z8!q=tDWUF?{V^Xx<L-^Ad{m8_3M%n|6^@lx@HZTe{lEtVEBNCf-e$s9{3-s1Ev?VF
ze8o=6W&VcJcqV7XC>IKGZh_>hU~NVd!Y6Zk4{t<}4ey!TdxriV7^Nn${TPce7v0-?
z)ObN&ko89((_@iP?<Ah4?FLKm%hQ3e9<@qbYwqLOXi*}Y!K*G}GgvK?Y|`<bZaM$S
zyt>7u^aOq5lWs-z)9wD3Psg7Nlv0PKC@1Yn@?uQpp^Ii4__7p5IJihX<TKE-7tJ<s
zkxR1g_(io#Cc>4L90Uw?$!r7HkQ@XI;vis<R%`<|mJ(<;)6x2f<UlKNC=5B<z#WSQ
zW4tsA&`O-JR(BhCh*SX8&p4`Il^m!h4kFw%$$@I(2-VIu@LVYd)t^FjFjg|4nHbRg
zljJ}%aV*W)1wJapp!uL<^m)mFYT`ikZGVZGfokG}RU<6tHtpB}o>d`KW7-43gd*8T
z$pPHEuHQ4ymB{N%tX@RG!LgctZYTZWr(QH$NPMjc)HT@@{xiHY%-`+G_z(-r82$qj
z!iy@h_c(P`FkAU#&#*hZc}KIh-ui#(elvpQ)!mX!{#{vb`Mq8}Z@s_F?(lm#Z=`zQ
zFS9!gD-mmtUesH>!TXbz<TT3nmpPA)V$_yxq7aw%N7fVrZ#Ihpczf|T;CC<5OLy5O
zjo}7ydktd(MU^EKHn<2soj3Thg%jq+zXkb%W7LbXZS07Qu_zI&c=0cDa5O@&DMF5T
zs;=&LBS1gES|->?|Ckgks1Fth)>pHIn7LuXx{%GA^_RI};^{|%&#DDdo}JY5wa%;*
z460R<0U!PPFXN*>OAdULIPlTAWb3ioMYTURc%M2Y#i03w(fp5OK=TPlbHTrb`#>{s
z!kXdzxpgLo_x~TMkMe$bo$>zXY4)PLpRYCEA7oSb&#?FNcia1Cv9R?1p-d3oUrXab
z@OrXWxc{Q@-_HFPO(e_p`g{JqiPyLK+uVNv>)`cdmbw3;cS3NMx8C2z)w{A@X<8lG
z5N^E~mKf})vLzXLb*-e}yDD1xOj7V0^_-N(-qy2`cAQ%;tSfPJ(l;g8JxP+WM4qLN
z@X<+X(O~JkGf0chS~R{yQWdj~-j)q<uuFbZP#gu$tr(N3%XA_?JR4(zLlev*o(+%f
z-m_cpCkNK-*1KC*XP=M7#^g8jDP!`2^U9R$N9a-V?0Lkq=h*F_bI-<9%aFlcvRl)I
zRYy+IY2&LWm>(J2P%QYUnlI$cv*NBQ=O&J?r3g-1Y~{36=^9NpKC~#hk!68DoA?{>
zXA||@#-BRG!&S~HONm<z{hX4)(%xf#>vbgweveCAkX{@Sl(1IZ?YIB`XTbYp_2`@X
zfP)hr@N3k_%?8}LspOz#$IS*jUaxO4J6@kC7ECqY-c1e0E6-)IAagjZb1TMmp<W{f
z*bSQD?4K5FS+qE7!yJ_0Z<vD;m;Yl9UM(GbGmhsa3=DV>wwWGL>7f$l(7)x6bY{4r
zOz?v8Nples>RFUXOz_cfrUq&^i>oErx$Es%K6t-sDa1@nur6emX>r-)j@_jwa+WTa
zP43w7vdJBXMM(^~jNDOw*2tuBfOI0_?tvLn9FR^NKsqTz+W57UK$CNgLbXhCpp`h0
zv{7xAY^Wx7Shbrwo{(bDf7H?cm*hY{agc`Pz2Z)oNlS?%R6Dt2niPZT5?4$fU0rgZ
znmABhS8`xAaV*tH9v_xsQ2mgjy0hd!HF2Q2ujD{Aal)!Oe5U4{_o*J|VGMQv8AnU%
z66wJtkCQvf%S`mFN`CJ|&y1oGyv?4<7GRs_oh$mc^kC^)?-Ipc;VpR7Wo)V;r@>Ad
z-<Lgdlg2Nun56Mb$#%o%XLLHkkM2b!jo)7}N#i?w9m40-D<)~Ip3|uJub4<0#h5MI
z1Yk(}fs{0s<}M=^1z_yuZvc$Fq&HX4u1*ucN#kq5{{oDLi^nJE&0VL*=+1Wr^XlWT
zm8m(cPVh(dm$VG<aowUs;N!0=20qRUb`*SAtu#?d|4<LYxeWq@bv0v1;y(sMs!CCI
zT~8%FvVG9`W$kkR7#zvWDdnyIk6Ak{BnJ*o9DvCak^=`P4ji1c0!*Hf5?D3^9IY=(
z4zv=-1(QjV4b{XBt9HTUQz-`hA36FLN)GfB2g`De<UloXglY#&4oWeo-s`CTQ*xl1
zI8c2}a-f<xmTG`W%2hFWP@QnqjCBRcfokGFb-Lt0HF3hKk&EZ%01`v)2*ZaIH1KhX
zRzWWC@ff!W_~?99AAf-0qYF`N_(<d~OZYe=yx2XBMa|hm_8|fvdHP@V>e;jIDjzG^
zE_^(F^(OE!^s0f6&U_u<<FTs-KK^7Iq)|Pt8u*A}JSp1*d`SBNAH0sZ=A6l*fRA_i
z8{p$z(o67>?ADx4&PNUDd9`l8FG&_5P)Fq+)O{9F_jyF!=SH1!)s4T1Ev`u|s794r
zT>M&_y1Hx2;5fCKFAqZjaAuQ5iQvrYt7e;Pxn$ET0FJ67k^(f5GBEq_RZ*p0k@9fh
zOO68<xF(E&0}}@hoFX}JVB)X?d(P>3eS^hJm0D9uL36chW@+3dInYcTXl^Pw&`caG
zjdNGcL2+)qkxPR%X^v5sqRLcxomnYMXojN7RKC`%lV{l!{xe*r@^^c|9A;tZn@gDx
zo<AJ4piCVqdxbLfm1|C!`kG|93+1J2H(4l?ubDCx)?uNLS*A=KKG5G}a?34B5AP6c
z=^c8_ERzqo0cqn9*&^!I%qN1w)Mt{6dX;|H{=SGl6@A%`j=_s+k-Q9b!1s{`ox;_+
z5{2uO&cW;?Nrqc~PhHCjKAd+iDbQzEjW4c;X9WwW{jvpi=;S?u;#}!etUIXFxQ86W
zGo63U?ATS^xl1t3`|LG6yh|{()&;uQo<-MSrx4vG^t-U9FLw#{R+l9&M}M8-^O6)n
z@hKHX3`X%;_+NH1E|81xHvmzQe{<$BJXDkg&;TKixx3rVhcBqlcca(K-2SgF(mhyC
zRb{PVhXfi_5|pr36rW|O+32y0?P12QS`Qk#26XMs#?GlJ%M0~p>^i^JGf}_aBiKjX
zBY8Q-&Z!w2N)ceVR2a4wHRIzfilJ-I-!OFTZ#{Hf^`AY1y=+%DcSmLi2dF`^?fwtZ
zTg(I@Dv2x7ZF(tvc|HAh$s0n<9BRMvufe(Lk^`J04sh-x$pOw02RJwSUvsGaqm%%8
zE_SqTk{oCy4z%u-9B3s@L~G<w`;ruc>T{0jJlBQ0Ks9loIze)vnmA$A$XWUct(d4$
z|5|lVlD>aXuw*!Kk<tc^d%^#(XP!|MFpM`m)ZvDaxHP=3QwIkFX`{FyiD-R9%j|Qt
zw0pdLzqA{$MlbzpBK8O{k95$jRAVWMlkO)Z1&5oD6NOeHbqy!o&q@It6%V>juSK9A
z2A2%?q<E|(<D~fY>*k<)JafbeaYO#w!FPU2DA{w}oO2J7DsVz<QSfWIHidsJxBqo>
z(B1dCIOtv_Rl)jY*LCKH{+n69N6N$cU8IiBx!<E+@HzKhmbgVPlDyOcj_a36UFe2I
zp@VL}HHJ8o{vk&%aL%1@gW3#39L~ApZaC-M^u=Z2oZF&6XUq+ZjHj=jIE4$T`OOl%
zy{?;kJs&r;5ie9q@V32<18-e&w%Lk-J2a*Sj61kz-R)$fIO}e6!>DVl`@c_3usTm$
zqq<1JnhCb!;gni>bhrf^decDT(EB|eK7ijSZVuo#>IUM5$T){wTaf-z(Cdk_Vy({V
zp7o@&LAEfMte@{j_3n|EgO}9X(sWKgb?FaGZ)vtG>9UoIRrkEjouEf2UMU$9_ok4i
z7l7uX_W9R>P1HgmW;V&J3wZ>;yI~64%~BN5^wSNqNw(&ODQ=HTiB{jxuX^7wV0%e2
z7`y1V@|OKyu&5r<*k4iQxh;?D3XEUGrH(ZBl3tXzsZszf7r#xXZ>|@Nl?-4aG0y!O
zej8OC$%f+My4<(nlAN@=6>cjjiY6YsP0!w%TNA{XS143Z^^uoA`-4&1og(*TDGKeQ
zZqr-yhXQJf<e&${f%^9(2kJ-Vq8^3rA}I>>3mo<9BnRq=1NFNk2kIBN>OE_C0?aFd
za`Ok7)F<jY-VBxw#||lNV#g$M{czD+%#9t_xqZZr{GL2I|MXzlS_M6Ma-=ZdvERsW
zGF3W~y=fLlS4XhMt$K@*_Wm;{-6|pZk!;?RqPNZ`kJ#KgPfYaASp|<?wl?ICBNH9O
zC$sfdZ?H+yl$@r;d338lg9d3)j2PK4=S_*S7l4rOwCB5EMg8UGqE(CD%i@5K#{3QN
z(b%KQO$x~~S10Y9Lh!}gXP>^4Ywq;;%wT`jQMS){X58a~LbVRR76*r_2Ui8})BD~H
zexe2o33JnPf1SCQ&PPW}1{|ut$2inP$zg}`5+^Gr)XdXIZ(TyKx%fm1u$Ov1G&;YN
z4CwsO(Yac3pp!VRPUoiQ15yf#e>I9vO9mAG3dMKDN(S^2gY|m*c=Xnlp;k%O5HSk&
z_UMV%gRj!928lZ6V>elnf^c|GYrSkm@JZq7<-IhIaP?~5Jo>=L!Hl%tY=Cs^w$dWx
zNx0oPgD;H)(4N(rX#9Y+J6rF35=>OJq!hBFCX&M8u;9H!;cgJ91uN^?pOw2;7k<y*
zNp+EuNHjXqHqp8|rBp}Bar31ANit^|o<a0BjbNYD=a?Z94C<_vCM9`Ev!{EVlD1|f
z7*<>EEzdTYZxL><v$h1yEzh3EbjwY_S{m<AnJcYAH$J7Eq3`Ra#!3cyaqw8TN){EJ
zSjL^GpC@~aSC_jZbVusy|LhGlfZlv6TR?9t3hoQED4g4PKF-;Z7u8j%2z{V)(2=!5
zrPbe(gJj8~Kq1}i6doDxV|0G%X^=^-NVG=Yd+C0#=5;c?nKUG`>a|xHd4yNNJ8BUn
z>>VA{J(7<!sbL;{u6rocTZ_Qd(KNDH-Avo_kRC}#2DZ_{@eHU_(Mto{s(9Voi;m&G
z0N;9ZGr+grd4O+LdSvc7TbL`ZEn66TTD>H#1g?z~lpMJBuzqM!aGH8sNSJ!?O~P{y
z#GgnGu!1;<l;24Xz=Ajciz#{Z?Dh?d>Kk9vD-pL!F$Cd_j_L!F1J%TV>eG?~)x-&_
z&MFw{r1Iw#Q+4jHU@K2vV{fu#uu>28_;BzpRbDb!Cov`-p=^q*1+-bC#Irs*j|FY9
zMFw{3`{b0UT{?N43GFXX|L+bxst>*yEG){x2iOAOU8}sh-pZgaZ8G;$!rd_0alqa8
zD}yhpcG7lKgcjUArrJmWAYETcLE_(wD5h8a6Y4#s``r_IT)ifxu(V#vYf$bb$#GF`
zrX-`DdW#1B{<^(WXE8^>Tr2)tRD(%gQVn3RR09|+3d%v7!sXy7GOWU#ncm@fb*oLm
zng-r>N^@ZUHpl*LlH=O{ha|)P6M1!}uWo(s*Le-Voo0z!_Jf*0KddIu4~qhTvnVLu
zHe3A|t;*-4_9CH-9)t9j&S%iAwB!KYEDE%h%7;<$3};_<O2HTM0+c+x3=O5=Q+W-<
zwUavG7Hx=P+~VBmIssjFQ9@;vEu{c-J@Of#Ym*N^=XuKLMlEPLAHYt!F~E+N62OiI
z8DRG{4>G`RGB*XVo18Bi>=vYN|Ib?RmmR?y>T_u^P9eUvC|nEn`{C&to_xC1pir~8
zIf5Hi29m~jJ$!fY9<^SGnKID2kOyvEKArgsy_fi)6a~)h&8Ize>NNB2&Zh~pQuOe|
zz<ug+l-R|52D$R*7mfhrqWg3I4c@7eB?D+kmjDe(Gk~^kcYkwrhZIA)S5<Gx9}22^
zk^!8pnqO3d4@fqEv8wJI6Kc+Om&<#P^IGCAQVQBT8twfg17>&BUlt18rG`lc^mdHs
z#dzR-#9B&0?_{I*1Id8i$wu$jk^#MwZM~@dHb^PxU2F92kqqcvYxJIw4Cq}O(aQlM
zF?#CtgzLfAkow+n+^zMboCyg3NAr|RKqy>*W*h;bSOJ~yM6g_~5=60gtJkr=$Pn?N
zbRfIbE6w`CP~w()RSGzzUNy;&lzQIE1+?e)U@kXE_zRdauNYqkC?|_enfF0Xvq~2*
zWnL7clx!5+<FW@p2U<dh4m50Dv^9$Y725DOphBAhKm~Ec>6CcXkU8R%2Ut)?XN5T8
z>>5$`WJKMQMxDs0#?zhV^mv5#^NalIh-v2jU1t!XZq`NfRK%={&QlRYFi%DFVYS)x
z5qT<tDdMRJ=4IpDl(gfm5%fPj74ZVjs5+es-ZxyHs?teCm+VD+|1fUPex7e2#jUE7
z`HrzS`C~tS;AXt4e2)rl#W}^t%{WzG!e@CnHQd1mI(zt|Eblbq1f>^$!zT75F4D0j
zk=mLIEEH=maPEO*=Kpwd$&1a?5_}p=c6BgMOT=HGd}KEF3uE+F0p0(rP}8`Xf|5tK
zTA5&e2UT~jOmCEKeKB}YNeP{KDR|bVv<lRzt5XMt3hCj01z(K&+1B?|Vtw_iAnB~u
zbz6FWCZA(4-z+%PxHmLQ*KJ=iNk82!l%&^P4yLKILPEEyStlz|5D@>)6kr%n)p)5y
z{(_=^BY&l)yak=~QgYH?yAvGbtmP$V>&!Ym_!^+}^#TI_>q#-F4mqkHkQ}Hc4sF`i
zRc$2)s)-X;joj550gg)49V*Lb<T+0ZHa)X+StTXt_eJQfOX~~hLqkH@O-aN-p_jNF
z{xf`h%-?M|I>W*ejy5nM><S67b!tt0BGg>HE-jw@LT2fyKZojirxeujo=`b8O>z^~
zhO)eq3K|INkn_g=Sp@+>3Z?;q&KJ<ty`c@>*9!u0N`J-5q(!d??RoUFVdWmz^j`Bm
zO49YnggSL}=e(h()FvU$uF+Yo7nB7J^M!mKbxe>nX6=wOYZoL3vql^^gr|@g8O$1S
zFl+nhe=cH5N(pE!TFAIr70H2C;y`Oqa-fwsVXg25X+B(gZ$b8j>3Uy<kkSicLq&AV
z3#C)6ZW@nRRgl9}*P`$UoMb)0tsz2nE2KxNP#|qD_g4=08aV*$02)6b(ns2PZa}>z
znhvq1>I1)w&#w>W3x!{An=Qqb-Btg2HA+%u_ixm!AQ8x;sTZhQ@P_htq)@pcp{CyH
zg-qQtU2-Nqc~^V&m88tBUau+rtj3`lq5683C#iPoH_R33emDL*>}ZD$g_2k^(tS&F
zx~hA-vM3|_)Nx)=ZjmP*xwENfnm$x5)W|!z5SK2a)$h`xk@@bV`+sYN%BbHgGOPQc
zR;ZLshB|r`O;{c8W=!Be>*xs|HIMZaGW!rOkhk!TM!6X3O?Y)qd@0nlP-&u=(L}nB
zx07c`sjZFgyjO3Tn3UgJE5_vfrDGyWvAJQ*S;Do<rb*HV!s?Oluc03E=EfTC8X|jp
zZVQpUeT>QX-(m#812eA_<iPNxey&8$<$7-7J#}^UlA(cWkhB%cwV$NWa-E^SEEW1x
zy&=h1T(88K#Wh`Wu(*hW#r2WoU~v%#i)(a@*wXk>ib3^aNA)JjfokGF^<K$=YT|@d
z0}U=o31~g%Xw4HVW)WJ61FZ>?1FggfYXus}(ZSS=iiw~>ssREi0wAEuan{|TCj}1F
z;dX!n4P*7!6$uAMv9%Hh`bhJE1GH1yE>;>ChJlY&V@bxce?n5=sgDzdJeBOlx~I2V
zXIa{K+0!0txqCyYYLIm`ulli)!mHl<daT)~7|$HB;v4ec)`}k#YgW9a6)WDNV8!>V
z7Al#ed0O$_{;_7aqHnC&tym>(g89pg`O72&ptVO*VE(RHvrq9}tl6j7%M!Qj#xlC%
zaHCSzprIF5bLhpvWr4EFA~Vo<f3SKnS|!k#WCTtCyK&0wRm4dSR06v!GE~MW3`~K(
zWd7hT-So9bYS+^THz&t<d&L57bb;m}^V1V_;JmeYsDrv+>V|7HCW>(lfY^^oLvD|i
zLN122Q3k^rD}!NeV>K|$azJ31^xv>{U>FTJFzh`ZaA4RdZVMPTO5F^@=q1;&`jS7?
zC6~P8tw3midP^D%Ak&fpAS)9J{h#_ul7S0fP-oWD5v*h|EO@@qp2tE(%^uDs$ptjf
zWq^iHXbPO|*(R0_C_kbMN?wxJLp!~)A)-A`obUu_r|ZJn0cWXF0-B4*nZs$x0Gbg4
zXjVsZpp-aar9d+|M3|&GDuQNl`LI7b?S;~1l$0~M%_Qoyo!fNc)_`d};&jP|glTiQ
z%M#P3$T0w>h40dNF;?0d2DWLsNTX1q>MeOdw-+S^E<BPb<icdXyBqtil*00QE6!v!
zZ%GaS;u}c;K+KCX_%@$80vLMm-xj`+R%A4mRv?2#!7^^}qra5ZSFGYU$u8cEof;?L
z?UXbL=AUrPKOs3V-xE(pg%cB)e?89N+qyV|Z+Teamfaxj=!T^o-LNPwz*%JU<CxWt
z(W;I#3tjNX8-Vjmjtg)W87kA`-J#*^Y?40PopQgCaRz{fk*{-R_O#RokLXPl;}HNg
zyvTZllyXsRXuLtS-tiHoKsC$p2-TWNz&6@-djC+xJlQnL0JU{IGXS+Y+!R1<PJAw)
z28@)&9@J5piJhDId@<B4h^Sc*rDi78*qq<J)hhI+UHzjR``^Q%@o`&3kExdD!hg3Q
zq44)?(Jcp2mAOGO2r#GXnUB&dt!8$jkJtMSOwwx~rG3cLQi_2#NnVF;oQgNa|GTY2
zy;YvV)R(Yp0=RC(n~mJ7@uH9~6(v@zutCnMk^_Jv4hs2@<S@W_is{T@A?H~bQV)>J
z%{&zIXX2e=UP_pZZH+!SB-E=ZNrdY)Zi@d5*Yf<`uH{d$u!OsHObGWJaEDvLv!&Hs
z%<CU_`0wx*&SPF*{fuODHSZaqN4`Rx!o4F=75#|9W>c{nUj|s>ZsAAcYk2}qbjwFW
zt$7OLJlQ-pcc)EaL1|_W+2EnK?o83C9Ya&pbV&{)@|1{6#Hr}(@DuVM%j;;3H7Wg3
zq($d;aCxP(r9dxFd)C$nAO3>gXYE<1H;xKbP(Mk<?0AW51O<-wk?uP>l;&MtSkEh2
zCtYDoa0~dEcpd5*s_5-jSU=G<RH4>Ey3(FK*GT6U@RdTj#_Zwu<Bv%)cQ4Jo(z*Nl
zuoRj7MT5TTilhLY{vryY(?{gVqwAE?H(ny+3Kh{K`-B>*_#(n@Jg4dm)|<zLip7c<
z*5}5Bl2xpfV^fk`Q=EIT3lssedFUyXVN}y@xwk|CVXq@}L0UKObe&9P^?;!&S&oKd
zIl&3uPMu0-|5>M6N-CQJ&}zirfPIa0*-4=W%B@Lz6gHUEyl1ZSO}`pnCJ$Y$x4z~+
zu-;zwlP5m8t)N7#!B5CPTm(~}BB!2=!Sm|Lx?IocMGKhym%_SfFLH!_r0Hgk;M|b@
zsA$YM0)9_^uq5Yj1n2kU2S^b(!fTQOM|hbiIUQlT;|MdQ^er6WEh(475u6{0*TxaN
zFBj3}o(?q-PT&ZPmO9`Bmi2G~ITDd!$1li#=J>#8tOY)>jlaPMw!sHtg%9YgiJ@jm
z5+0$A!UjjblmihZ2O~-j=5(ZR@XH(!nq~*T@YeU(xGQ|Q1Hex3^CY+=v+I4Oh}reN
zWC`PLwU(tqopi$=9?myy@xw8?<={{=Ra9P&=x1HWQ<;(=qF)UukLXt=!9>4`2_pL4
z8zt5-!9>4@B?r-uIEa3oB?sv}agg4VYDB)=Ohe==p5R12DPa=(vqj7{Hi<Z)ZybN)
zKf|GqzuRjjg+*jcIWGp&tQmy9$t)L+h~dyzBhNcz&Y|B2R#5LsK6bL-qS4~Rw5Yf@
zC&9!$SckaBokHBJzKdR#LUFH!9$uxb($|M&=J!rcFz0EDa#}h;Ht9yc<&uo(hg(FX
zM-+r+6|DeaaH~|nYqIo~NYhRjlvg@o@Z!kOGq%P^81$Y`(3?hu%Bzb~GhFbjpkO6!
zNzhM^4yAhkNHBpAgM>g>JVCD?9jf3Rm!Qv#4wbJ}C^6?;x@J0o@U+k_0%1H|8JSDq
zpL?Yf2xFxP@UOh20RPGmg%%B2>;}S&L=y-@QaXZvN=~`vJ!R#Wf&f6*7AMHnPBb}w
znM4DCQ39z_2LRAA9{?za!ZAA>1sjvi6a|YmW;H;-Ui=LR*o)ev`)WlPoIn`Csr$?$
zbSQlEwb0YKOgg_oCGRLwVg<t&rI`qZBLpR46oTRNiMdSw*Kb6oKSiH@BNSI_Iw`Q%
zvpYCW3>+%j5HWD3B<Jt}CkDPHMc@NpNeX;mE>Uv&z;ee2)=24__(0}wcP3ktmBR&`
z5ci|w0&}BWz!CUNwgnfktcMH8k%){oV&D$P19q?$c)(Tu1`oKJn+LGIB#D&JN8tlC
zV8NuYnnL^yY6>OgbR-Icbo!W<uS)h}zAfQ&u#%oPDbz0s(Ka0VcyQ+y(6bjd&h*YL
zu;5U;%)34GMNj-9bf9K-BC9V<ACY5srif#A=4Io&c`=<354pE`9&T%Eg`xo+cP`jO
z9~>IGN1ybD;)lyaY4WKq+3Wc*0%xVG_*@HTX}x%78=K^lcs~exOKZ4PLK(K4lTjr0
z4|5DbrgxUVAyoarSag;@p69V;*B_kSzu0ZJ4V{ubu$UgYF?C=b>bkz8`YX-#&lUP7
zOde6afd2BOCWZ84wdu9Qz5ke+phrx4yohf1W~ivTk9&quYM6wBcXf}XY<)AdTs<Z!
zd^n%nT2L@$k0#~OXKR+}LkCm6W`xEU7{~&HleFip(7j2-bYi1}irtCvI~|SRnA)p)
z?z$!}&r?bduT<u~WNA*Msd>|S1@z3U)C~2yumtuey&@>i1^V*ap}wAJ3wpd0`YC4k
z2Q2Urf6U>JPx<3>{+P=j^Z4Uy{`i(Z7VyVH{#e8xOZa0ce=OsV75uS^Ki2TaI{x^H
zKQ{8mX8zd9A3yWQ4*uAc)S5nj;jh2)$3Ffzz#oVB;|PBo<B#L~agsm&;E&V%afUz6
z@y7-JxWpfS^T(B_k^X;-U3Xwq)zWu2DkUdCARv&0B!u2V&$fgVY6yhTI|&FVH7KB9
z0W1hsP~li<>a&0XDq=x_XYXLe@&rWjVF4`9`l;W{@7&!xXLkes1DlyS)6SeWch0@_
z%mc97q^IL}h6+;uozPU*ElBRuAdaVXyN4*TTqlJ@$QVgW6p(PII9*(zx3_CIMo-_I
zJ55Ql@E~oIlAx2<&nl1Kv4y+FHPwr^<SuPcz;-!8!`+DCJG_B2e1|vS;d^*VE-TZW
z|GA3WEaQJ_@}Fn%KRNtQ2l{8hj5!!3ZDw$Tl^|XT!j&LexnRZ%HF+4dG0fl&FhjJ1
z89d0$X23MEg+}l2#l71kuvwT78trJ@Qg5r_&(yUF7q_LsS69EaEw@gR^abtGW~MDm
zAQN@nYZZN0_oFWD^&>ThHP@eP&%IX7WVSGUYKkd_IZr?mbd`U~2;Di^m%cObSnin~
zC9!5vedO`n=WH-GQQLOpK9O{{#cTWc`T4GDB#-N0Ja_BEzfit~Ka`+u7xa4T^58(d
zZD;N~>S+na9!wIV$DT^jo~Lqms(q3aCxACn%+~%hiNV&MFv#40D=|oHy<v1JXxSju
z`wHpF1(44?lUuCLYAD<V_8z)x#HHp9BnIpWLnnvE`mN_Hvs9Ku<M=>m93O~3KhRkF
zTyB3AkW^q#x8A_Mzr=t&VZeUhpo%OtQli10&|&tdgDlyTJ3`HsWZ*y3;eVOLfIne~
ze?xuZ`P@u(okW8_p~L*~Jm&6yQ%>_<Ne2EK9R80=4EPhq<-bRw!Jp8~-}8#;iXlgu
zXElh|>vX~zuQN^#Yp1vF%uUl}0bi|pGj>srx~1;d>n@K58d{N8{%9b>Lyqr7k+<~A
zVOhHBVqf#fi$l4&dAM?%_2NInr!oF*@7|tbVtE={%Yg8ZLMm%Rap_Qf$$xWednxGY
zAU47KXT!CZ6=tiyrP(-v{n5~zz^;$3C92iP)Dl4>oWOQb$iJHVr}xK(=CGC8C`yr&
zk~<%^c2>QXo90o?nJ}W@W4>m(-p7M#>gQh1ZKv8vTvol@0=;i#joRMkjdZ~qxt;B%
z`!lJ^<EA%q`>6b=R_S`_P`cCbcApV#blW#`lg?pt9Jhs-78Mi3bkLi*MK;rAV|=v7
zxiQ$6hyF5i=(7wd|9}SLzPEC}_l|3%3upU-p6m7DhkU;DvCJ49;e0(RZnJuN=}Y%0
zUF9n|OJBP$cb|85bzGbcgvA9%R_{BxH>)Mm<Yac@s><@3`lWX$0e6kWMVy#GO?3Hd
zXQjt!yJx|WntIE-l#aYTZd>n?M!NTVx!vui+qe1p3A1Y(w^|C5w;Jic-pk$N-CmuY
zDt@yMyw6wH!r8!Eg5a6AKg@kpy)P}mF~#kf`f+4^e;{|UIwl+8m~xaLw3DWZ9nToM
zew@2Voq3LkTykuQ_l$GQGsZI{1`p|)NC+O%H9E&UV@zd?csOSbsq%jnrqF|p!~Q_7
z>Kem>#AWUF(PgR_OaVO%;hPwph=Q-0_4x-v@Bq-#91j332%grx^jU5PWr6u=o!0-$
z?W#BU+b4T}Z)6^2K68+Y0vAi=;H8C*mljIQyyn44>Lv++m#&X8Wc8^GL5&%4hr8~N
z;YAp@>&Y0*jwmTl{}U<jmt_O|WkKMtqA%!vodw=sv#^y`14~+{Po*xA!D&-(-|Ne^
zA$U4UXC6E_4tx8|qg3kUX&fDse>&d&Q%Zuj8%bLBwuknWb$nekzQ_^|oyJU6U3|jh
zBmo}p6wS{|7<jx_G{zH(BdPG8NP^cbTi|sI0<W+7n(6>8aOI{zD?PEiBvVb1`nX=V
zsNr=B0<Zt>dOhpg+&9&VC{`ujs~Ve0;3|p1ByhKcz~Ohqal?A1I;F!&0vx_0njg!C
z!(WQVc%F|V>6L#Xi5#AqDA~c^mT~ZRt?zUDDhtg1@+@Py&Ig3Tk=pnNN_zb%d17Ap
z&2ijs5(CH8Zz7@^j-#i1jiMtpg{e;IIFbOzwTtHGB@7%FjK+9;aU|va6G@0v%NBUf
zg1~e82DLa#-~TfezgalA@8>A@Q5l5ymqsR?d9;x!Svb;2BVlE&fJiZZ@N4e%$^zpw
zMBl(|maw*obCu;bX)>Q@(ry(HEPL*fnL(#nPXo_QdRtRpSB13-xn<h^{rmUamfqvE
z{cGc+`>Ma^*2#I8_}JT1!N{z=tA!|&T%7qwZYTAq1V^pfS*GPyNrL3!OA>-r`+0)U
zsy&t*#!p&1?=NiW{h*0n-J^F~y>x$JWA%w_LK(&zj7i}gEfUNJBn|6Q-?bv!=<*)N
zNRjvXCMLfegWn@rpsy_Lkqnfc2y4CjZ+bL*tciKXdW@MMw^+9+{X$Z(uCDCh%U4r*
zlaF2O$%f_}Ja}~R*=r8?u88S<zuq>yEY;hpsm{DIl&RV<tMKj{huIba64qn&bA@T%
zjHV`|Y<2qn`o5<0rbb__aL)(5=U#kk_$}0V#H+dhXlWGA65>n%j7y-%Dw5!+0BCJm
z_L3wBfRPe{02oFPHvrb2-6zvKt*PGoucDBeDT$F>KD53`gE;+vo+M;d8o2%2)~IrB
zQ!^rmHH{7chhT{0fdH_yM|N3y!qJ+NnN3G#dlxk|5wM84AOhC&FGRrl>LOrgP2Y+*
zy?<3LU#j<srg~#7U#5Ces)gQvTtLFEE2!;D^KPxK_Y-?x?7WZM8T&ymLBbL6Ch@B-
z0@@qrZ5JXr0#>VcBqXZyJDNssOA>VcQ3*lkA0dd_`8sdVc{O!Ox-Z-NGx>9NZW~>e
z<jYWh$aaW>6G^^iapK@tNf;FeIYz6WoH#fV69*2#A;|-AU>Slqkp76o!QtPMv%R%a
z&2y$&so^-t;a`Y@oK*98Aa*MFu3nr#7@p8KH9=>#smxIQnTMPLQhEzWM1w*9mz?VD
zl^TBz$PN#Gts3}L&IDpmU9WdBt|}BV%(!3Jz*nj!OK?=zcQY*~NfLDZLJ2|FUr3O+
zUB8@M80q@!WV=&!{R&CQT8Sl~htcXPy{s=S0T)s?aE*mKML75>$pSrZ*?}cM`XsFX
zU+)&S@Y1^m@qqDmW`YS|H~&J%@2<AvlbZOJN6i3Tf(z7#QWGBZDennLq`&K&SwGeL
zcD(*R-qhFJ>F<WRb*e8zSet9Sv0rdBy?b-2Z?rlo!BM^IH!Z)DB<S5U(?ootcRd7&
z+q)@gqIa9fcBksyMv^e9cY{W&`g+~~>RnG-bniO&zogccSL7EZN&t6mnsiCn$xenS
zS1)VaE7jXNO?SC6zkNei2c0~Kf1#5Hkzjs`Y>jTpc#TuTr1E@}NiS!Jvl(zb7xvhi
zEZ=wPyy!-1TBOnBG>z=siRQi*9<@+XvTwxV*ULzu29z6Z=pEEZuWI3I*{eULN-Adz
z<`jxZw58J9SkY$$Mq12iEqAAcDx<{W&_NS)y^g*bdUQ+Qb#?$BUgG!bHm!UU)dr~;
zN3ps~LY6ix+~(D3c1|_hOWV}LIlj!=)0`!1M;dQeTjxAUZS4u`5#}Znskck^m7RT^
z^wN=oE>zD-Fv?mwFE1GHeK}1hzmnHly(-bD=zNhw$*Jg!$*aDbX7Z{#xLJ4?y8W7h
zao%SswEv_D@@dJCUYL`+wqb+X4Wx4D=||GEXSsh!qo0@@!Sp}=g<$$$++dnpT%}Vx
z`mTxZ@W%S@j=sLCPC7A>YlW&UAzgm+ZKl^k>>ue{=(xI#H#?nOoUT86e`4*NRzz+4
zIgQ&(Ki7~9$<J+St?A}`OF?&ef8c!8UJ}6L{JpD$9_h|`CRgH-#_pD0O&Yr}-4qgK
za}&qixRu{mSN-X$>usNIoZd#Vj5u9t3a6)$9CrF-CWq6f@Gm%hN_w0TT;ARHlkIOR
zV7o(ID#dYZCtWNcR4(+xumSvlVX@vehptq1&h=fWZV?pbTJ24w4Zkzvx^(l%C^Khp
zP;Iuz=JhJ~xKyYcvn26|y*8b%g+x8o=tybqtP#m6N|K|9%yS{SzY(5V;Nt6k7Ky^k
zj}Qut^u(aAP5QMAmL0!9s)i>OHO?ROfI2L}sK$CT<a<wjCc(HE^0S0so%oR;#sVa5
z_tf&wSINytY&e2B?chn$%g*(ssU(TmKP7L9YAGSeIyBeG(`oGD^UJLnE3yqAvH0+i
z<%6RqX)UErY`(|<SdzZKC^*oj!MVRSODgi#Xl630L)sQzswPN%p!yi2`WT5oYHyx|
zK=nCBb)@zJ#Pz;jol;M0!5COzv4;f~1UZa7mjsKH1%??TT{HLs$C>;mU9TNgzqa?s
zbd$X}nQm@zJRwy^_dP}s(|x$bvF*=sRf&>l?=oMBdRaoCO2HT7d)Z*9@<K#*qNiCz
zbk-N4De4Ew1ENnvL@zs#zgX4C5J6MkuvcF%xiG71VUddIb#Fq3PA(`a^q!Gn&V(mi
zVYpag1upLl>dU}47O%a)*OEoxUP*wp!)y{@H87h5GUCi8Ncqee?7P#RQodhZ9MEND
zzNKoIWd_eHWdf3*3;r&5=9Rw^SJlz$cTZcHC<x57GA+YQE0Z(Kw6bmZ&=Pe;4B6!_
z+4hyeVd{<;inT5U9%*BKdNhXY5tj@Tl%+DqM`cEw397a}Z=|nnc$SiFFiUw$GNQHy
zV!}GWI$**&lwq=2ulzZ&dwL~<<%Cr#buB-hw^{vHLhu-F!$+kv)JX~EJ(_up`CsCm
z*sH14Y9~E$%%Ybh$QGF0>SmJk@Vtc>RRl5SV|F_^&bLstlT<uKcw1$fY;-G$DLj@x
zMfH*p%n>1-b#-`pD`c#g-VU)wa(ZLVNO4-6F+Et2@=!s4WkE0;vsso;4{10)(UWN=
zxjhYs-=!{+TET(~Gxhe}z0(pU0+ZbJ5&{EO8UrxN4bL=>zHU6NAtV5XTqya$5DT*Z
zasPB>L10LgWyriKzNgglk`Zj!?exNKiNPXsKtf=|`*Do;n5j<L8zccnSQ4^s^|!J7
zh6!>=+W5g16n5;g?7(~Bw$120U)9YLfd^v}vrI@ON(_1=TS8z=rmp-loTm@>NK2+V
zr7<J{##j>2BNhbKY#Tc|pe!)Vq4$D(DdLM)AKHN-<UX3lA%~Yt)}q+rD}?7s#d&nq
zoJtTLUHasezMgu+#^88$nIyvEvq(Znn~<^~P-LM|1Z&>ZtcX}FJon1>5W7)`y+l1F
z@mP1rhugml6{(ov=-FZ996C|Iw&zht=4b5^J+4SBKi15Gtb?4!!ZQkPYm+Q2K*Krs
zumF9_`d|V2HmkY?XxpR3NxIpEzN_q22oD~PUg(>w&T1|K3MV&@fb85e-<R)EsRCry
zopYL-bteV?2iD$O|C|Q0AyjYBJbEqIdXcXaEd#3;v~HMa@#OdR{2xWKEV{`St3V-B
zV-*<CoL7N!^qz}-ZPObtSgrzp$v(oibzi%ISF3U<3{M`1EIBVzjgep)P0mtKP9k_I
zuv($`<e^Vm^tffui^*JovPiGG#Mej-mOQXHTr43RN3|9Zgu<8nfxXkop9h?)Zje+M
z$t#<ik-So3Fp@V)2#;j%y5^={;U30_(K~?uwiX8BiqUIv#ptyl<x6~d%7XBC@h&Ho
z`8}`;nwzn5L31-iKam>2#sdT~Htzj7bdx$M2{1grm5}f2_X;Qr0&&M2aR*#+7@Fr~
zlUde!n?jI?OBbsSk^p1#3DT6uW~@irWSc!<%WPv?N_NCH3`(m<F(_qJg~eh}k`N5a
zC)hR&%1NvU2IVALRAaJ4U?;1<z>X^v`IWi!lz-!{V5>%*xH<srW<}V|ieYzNO1PMH
zITy3)IobNg6~46%kd|_s1@?=mvWzRv7o|8Qs|28u)%|O~>02X#>a+CWEBZCaU%;X+
z;D1(da$*prjNDpPMy>>6g<GErVpM%DPch}_tO&|aCoMd;kG|=8-$hGgRVZ<sJmXe=
zJce>T&P~lgeb`O>Gz||rGdL%Yr(Rq67oLFh;`ANT;BWIUBuH7k8IxI2&Ho_XbQT}_
zkOH}of8jLTs)V;n*mC|K&ka0DMGDoIlT{OLWfk<0UIRNN5I=J1z>ziCg{10S^J=&)
z#|JmR<?B&R^|LqnE>>IEMR4!GC~){4aSsYeg1&KE(`;Q;QP@pq9`t4Hth>rr$D<^P
zc_w(nYTw5;7?bkmn|(WyKC>9&uJ};_GS}rk%Qn~LJ{A~yt@5Ff1N6Qc{u}f!GYV66
z!eM&SI%|!uhx$X1;dNjQtcE<8e$O`d<w9$Ht5k9eVJ7M|lUkU1(+r70y(VF(UbB%-
zsy{4Sb(Cn-YZ4muptb0KE|)EPW=etTE6KpW$l*U+V!)p;dxsYJ)nthQYr<Hp>)h$<
zuP%{fV11FpdZomGHDOR{I{q$SbEPF3{0VLGSCjm`)iy~6{#zXW&q)mU6Q;1jA5?Eh
z3|JG!V!f)os6c%w$-w%s!}>>w0c*m*E1s63r@)#pVb(aM#p`LLk+v23hu53&CxwPv
z5<A!Al4KimN_(He{RaOcJ$|acW(l`33vv#N=Rd=Bu>9LjEB?;Ja+&^+0pT$ese@JB
zr6nka&2Ncf*aC?_7BSS)WD(~^7sHmcG)Y^ig_ZEnY%YfFthY>U*+cKC;lEq|e0gCV
zZ}*m_Hg-JomdbUJ!ce=IHpBn4nj*nSeU)XG_c3FQ87iwCm!j_MG|Qjt@m|o<)S}Kc
zwW#wV@|@d;R=ecyiW}}6xY>7`M_nZadgl5UtLr7i-LG6lCO_;eup8jOJAU@Sn)=1f
zzSer|Bfes_E^hlI7DTh%A-Z;OeK)=A-<#;!LD|F_I%oC9Mon+M`qpK)@@)h>#ISUN
zh?!e`i`BNcjJ>2--ZtNPwqmGEb)9gwVQe`8b-eAi`)=^QQl0Od>u^>x^wp$Ceg9G)
zOMOVq3iY{!xUT!SrLNm6Kg(`_4Px5k^ho}vYFka1@1JM4in6Ot9J^4?TECTuecn3N
ztV<A{e)YU>d};b*Y5hU^i6<!c-%(Oxi`cdmwut(({l3~>T7FQERV2x<JM7iU><)V~
zM(hr)F@b79Vu%{7aWOmygBq+^F_`mPnR3=qM8V~(bN-2x<Q~PT`rv*lO(C^;`x&tT
z=f=^`_yQ3Kwt}t5RDKgrb}N&Q7`MxJuDVAm1COjX9#QKh2Ak$5B?NBS5vBOkr&XM|
z!#(?Aco7EfIUIxeEK16ee<B52bjt>8(JcrZg+fXTjA+f-OVN5(YY|zI7`I)6LQ1PW
zynR=cx9|S9Z@Ow1#gFn=t)2Xp#2^TJNeH|hYHf!}Ayb?(7>PT)Jt~G5Vc_laVlY#q
zq|EpyQsC`Yk{7&fLE!C-m+6^-1$O6#>t%b_+ZHvvZ9(AeY;vO$+l6&{=jcnXA3sNJ
zkK$M2ec18#!xDqoen~>$?dPNX@Cs9$(%Zxx-u^6x7h&M-6ET=?qojQQPo%)xmJRT>
z1%bEgEtu3&Szs#7E>R8I#0_hU5RSGWaP&j2qme`FTwHvG_tioA@C`*7$`{4A#M`}%
z3GeO_1BaJN2pm43jUC>Dnc|cVC+_TUeb<j>@&+3M!q*F81Y8g$;G%yb0KT@=hp#P&
ziR_z;CMgRHhjk$jglAo@Zq00E&d7CJnKQC#WvW}Pbr+91rhnjj(B1;!JhLaOcb0cw
z8@-_@*iyYCjpSrggSP|(i{QMLI`sfmxV_p2wN1%bvQX5D9p{isb=j|Uq2@#tJ!-AH
zyYMV;PRq52eHr?d1HR;(uZWwy^K|zaX=XisT?ph_n9kbwk*`vHE5WFRaa%SsEsseO
z)WV$6Rs<%JAb%1Kt>k2cTjE-;ttfGAD4S3j%nd4LO;+_K4XQj`T{4X>b=sP4`IDlD
z3!GvIewWIkz{ye{X$a|xu-d!-LurWYwx+--n-xJCVgUa_R%1Y0lhyba@8Gc|>_S^K
zeuKh0pZPXM1;Cqye*NS@>dlI_`U5%)tI5(d1i(ZA2`e${NbfZ7n6{?4O$LD8f5_L-
z^mvDyi>PIFo!#81Hcl`%g-_QWrW-n!N^n$Xw=gXiNfLDSDhWYn-$0P)&fXw9`##yE
zn$F%NX`(v2mC<FL>1@vpdSkLbq&pXnJTr~=r8u)VG}lTt=x@sc^tbdzSaWrh`uj1b
zzaL{J=<kpC7yA37YWq9mt2q5V;>?rOR3A=V-B{=S*H=URAQj^tPdP3ijv7=%aYae0
z_gFPuo~>q8Ryj37819*R_Ax4KtkJIe2yo6T-w0tQ0-l>(JW(lX899GOML;{_^;(hy
z5s)b%h=6p0L`Oj9c4D~qkWH$IfUc4zDgrtfT{^YHaHnS`%Ti(@z@cd>*&qTe3pfH&
zq&Fh2&sse$+gseu4EbW_f)F^Le<1|UZ&%%rpK~I5&PPeu_>;7Gyh7@O2Md==2ui{h
zwd0J!;u>OVZxN{m)9o;^Kl1}k>~~O8d#tZwX7bd2iRA89gsqogw<7GpcBUe1vqW=Z
zLI2js-_^X~FDA9Hqn$}DXl@ivEpR=UXFYd}PggzerI)~02J5Q3B;QDllGG9YU)9dk
zD1E@>aQlb+3vT}~p4+KLX{si-*U&S6@oloF+pzDmOm)~vsRBCSTM6OnFz;8U1H6<X
z8T-4hi}$Sd@cEYC$>%lONBjIQZZCa)Ofn>&-=&hMQDk7b<zVNucgn$<NId)7LzkK}
z{Z0j5jK{Ovo071zxS8W|SrV4i-jsyZmTV*Lmg>RXe>v`^7pFMx?!&*}?mq3~L^<5O
zZST-TUHUgwa&(dD0N&oLY44w@CQ9M#=%ld%lAsT@Zt3T|(-vKDGB{f;5J)^s^UPxx
zlzL~k7o}l0#89n_P$8#h$>3RNR(tcbjdFS;blO?|4jw0yCn-%PZ$x{HyGG8qqc7e+
z#^UgN?HLmSzO(&p(q}PLcK9f%74mlU-r(!i^Ae2I*qjX`ks8~i_DCF_j~$Q@BtYIL
z2wR{x_Vl;Xd-C#jsvjj0pY%N^^!`@<G<8BE@X)?S2huW}Oyo^9RW=oNq?kfwSS`ki
zefcxoK0J7l13A&&JR!3<W7}*&P#b1Jc*pGdR#*1mq5s3xiJtaIRjmDN{1vK~REqWY
z20NI;MNndJxELlOFkpx=0HqUY9ZZ^K#Aysk@pLeDSON;4=-nn!^2hGK;*Vkdl|=_z
zd@Q!edyMShNAyS8v?A~O6fOJ>$amVCXMeXzcIdw~1PS*aJ)ZAWI9)v~iSYdIK?#8t
z+Zy<Dl?8?t^p)6-<k1b?x+RiHVbORF_@3ke(fcjY1u5ly)G<kfXMyZOt`Cdpd(W3f
z7M|08ZhoUSV81IE&jhU~#%@Xu1!Fyh5kJHuVR$B(#%f?rPwPm(Fv+BKj5En#_dMy7
zp~<?mi9dP^&7X7W($s&Q>cLFHQI1)ri-08Pxq;@GW!C8>S^gxwHMekuDisuFs_Cyc
z26$xf+e><P6g6Y##*kLnq^KLaG=}P8o64;nyETS%l}(CS%(8)FsJNq;#m>$0cMZ>C
zlG4m#9XdwOVo$S7%wqrUXikM(Dpt%;Ig53Ys;$oNvtGR>A(+5AKGy~h3mkWzIGUfN
zUY1mt$_`2h;_*|0uo>FZkEXJUO(UODze^%a1wVH*Q^C&?gEFwXokTBVDo}b~fB)>X
zWJZW-?BCqfn#PDJPX88DOk)-V6<`(wgYHM}9Oq{6$&R7~te?~f+81{++80X<CbIDo
z!rFVsbTV0z7M;u_Hu1D(5O<hiafcZe1odAQgw604kZzp6AQMphb&J#p+TY}8f0M*u
z9eF@Pp#6PO+COw!?TI_Ix41)l3xes7D!+O+TXTj}P9J&1ViCfq>s_PVO0a`cTUhpq
zW7#JXgMRr@LSWg+D9iqLD$6RH`BFTNVHR^3W<kun&P8Ar7-k$0X7KXzoe4S2x1Umf
z@f!0{N3+KGa>O{m!0JJe@W66Pzy?VotT6*5gmeih3j#Iz=9t4&51loZrb2v0l*D3v
znJ?Qz>^v!UZNpxD)JjQ%<%NP9r6#ds^6DH@YI21mbDk{|ON%wDU}=%_lQEixHZLtC
z2un)~?ky}WyI2`4ExU4JmzJG-Lw@Cn-L~rFeA>6ZZyCb-*8KuP@1vPB1*HTx>dYd4
zO}(dMQ4M`4b<zy=jUY4SU|;2!a<DJ(zbOZ^m~qz~$%#zuSA=JENn~dAH*%t9_2kZE
zBWCp`oiVHTe6qM*`Vm$_&gySTt=!VDEN&fMH{H^&wh~Okr$Fy{VPvAGv#I>D8lm#*
zyHI#N2s<N5HIqEB9`u(Gj-Oh62x4q^OTQ*aDh%B*oz0XwMq)5@=Sc{L?wro%;ogOe
z5i3Fy{@Yp+h$|)|iz~*g1wrYT1;IEO+1ZSfKDx`4@Hi>zY=-A%sTJ&efFQ<BF8|VV
zs{D9BiBY*rQls+Af<W3+j<g4CX&9AX$@U~|V9kgya_VCBe-e)oxt#Rm;;&er{My-!
z$p1O=zHsGvip+0(``7AQj7k|_VOudONf<`ua#jPQGN%ju!l=yY5<4n2*vS$Iu%qf5
zu%pMSC;}VB&keyY6k!*NVfP@_>~Quqdzk-oyPPO_xc_Zkaa*J2Nh7$uGX!W@^QR{!
z2#_f!8qvj+6O{{0f==?!#2j#)u6lUm+4}F9G!YEBcSMSQ{^5-oI&+lYr!Ei;Okt75
zf}>(y7g1QWLeite<*F{GuxPEspu~kRZeh{A5{)_+LZi-QDg7TQEP7Uwf&Wtu|JNl3
z{0V~+nvWy~tO;YWMq$wplB_a=?rS-m&*<uUScCI%Xx>nxuBeVggFT@w_NXgrEy<vH
zc30z>9ufoogh5?VvBWTI4^;)+PU96@{IFwCTQpvhg8gWR{S1i#d&0mm7fTG-kG9!k
z7ay;~MSanHa+|C#+FO><Fj2aaUYy&^TiS&uey6;Mo0vKOU#tQD87?p4-*zr=9uv!@
zU@!y1b3T@W|4j9-QJbYPNKV}~&3}b=M^~LWolc@VC7N?n-p9IDQ)IN4-1ACq_Xbc7
zb1oE4t91swBl?4x&Go9keL=nRJpYfL&Fn9v25Y3h%Mzrb4@i-2snN$0jN`~<`BYCy
zWqs~AtfQ>PqTc8jg$BR-j;a@*%JZj1WIE+WRx?~K{%W?LN)-Q)LQ!s%&`r1zYb3w$
zFNq1m<w95J@(-sp&`0mxn5rkvp~O>WVlc^Og}RvkMznD1eJm~9dY{y8@pX6J9d5O9
z%Y8aZMN#h4LqZ~|dpmYB<vvye_mO_TYFnY)$7&U2mh+}OOTqjF{zVB>x+UlnkN2CX
zrb_0>^Se%Q-kMk0jhEcqW|No{57#6=tP<2l&$~RMLO(ouL~WgSk^g=>4k!scQCGc?
z*H_&j<stvOQbLgby{a2FTZxEXe43-B-oN1X7W(hfUNya&x@pgie){0?75*A}>q~jH
zbM7M!_Sn0VdCHJpE`=Z`{E&pWIpN32G4t-|nWdhPcpi89*t%+S@O!$MjPNFI6drl}
z>27mL*z=H{cb6G%PA2|-$vu)9mRiEEcap7qTlg@OW7Ykfe_;{-yj%1l{y<la)G&1d
zeYJOq|Dl*pxL5rl1;hWpNC^D@Lwx_Y)+hfJI?G$Hd&K|AISsl;yS^4dEZ6@e`NQ>%
znIt?Bx~^~D-En;jiD%c-RUFSYa{j&%3AGx`jjpZi)ZIA09yg11zPE9Ala6mF*+zUW
z)q~G#k$vp*GA4)5hwv}>d`S1|eBOCxP-*Wdf11v_#=qQlJW38~tnklO=Svmf{iy=7
z^Y{w?D34kyKqfzSsrEcTsrZY#i&Xq=F;urksIdG=&M@qv?vazuh_yHPJJVF0oIj#r
zqQ!{Uyo&DTuoD@7GoE7_9Cltp?+;ABh#_)>O_prjB>Y<vj78(7Ro#%ox|26=b#=wf
z1xmdxsc>dFA|cqzA0i0t+Q<s`ruJWw3TKwzyPGr1?-GMVO8p+BaU|+E4OF*>IkTiN
zMx0q*;<ip8;R6z0;)*ki#T9233xZ_41>sYK=NImnF6O<LKXrGr@g-6tXy3Po(Y~+5
z;KVgiLU7_5*TW>ST2sn^3mz*@YXxzK6&80`VL^~BK`!0`<3LnQ3UVfk&ERaw_b_d3
z@3ds^A?g@Tmi(u?IgQ;THAW9^Ac*NfoH~(_e^OH6T=uwxn9L1l<Sj6C+1>+3LGOkh
z5y3c^9h3|p_|u4BT-E+b65wRUKIBw<Y|o$UVNPb>Il?}5g&|L3MJ|p|av+55#Sw~x
z;6&D%#baV=-IIP{Vrkto&cuQv)UK<7^>yAx{{!}%^8H5t%c_9eheI0ENk~9;cD~0y
z&!a{OkeN<~=`O<q&R)E%r%1QYjUk<BlOo-IO$^nQHkF%hUmrtyr%j5PN-7PH4esgA
zRQlWp{XN5p8A)jpGr2vZ=c*T3Cg!R)dzzK%#)tgf(+4wHPFQ}a8z!teoBi}MU<t;A
z)#D!jH+owO|JmvtiNiGYwS*wnz9I+(Iho*Ixjrjb^b-cUC)W&gkHjF?-c&*`(9g*=
z(^MK`#5DCL%eJN|;)(%oam4_)AV{`b5KL2lao0G>_CI=xWcyI564W2;s6SX@Fi%aF
z5U77{u9>HDa?Lz-{%Or1?l8mR4l^tWlI<1*)51W~ji)Fw0m=4tQX^=8hok)+5`#73
zF$sb8+oH7Jaa!$(JG8gBLwgH?nT?X|gOmk^3EDNmO|5?|b>q+2hhyldM4%J?k`S2j
zN0b?7_)Zr~M{{-gv_NX2WCbfMab|wz%(?}J6-R^>yjJ{b;tQGeuc&i)vG}5=SuBcK
zpYTkEaa2GMGmgw+!MCeNODZfD!zF~22`LK#J<5G1Wmuq>9i?R$sdbWzwPJ~E54o30
zxr^1Uk^pN3#WAvYvBPhb&#V<UI07%V1!BFhrVy+bavlnsjP-&9VZF%VF2H*6GAo1i
z;$>f)^#bf<mI3T2&4mvJy~mBg=KTnp_hZ;l=8iuYRI|;Dm#LQW`u=+Vn=`ZYgqQs5
z8=$z-=_7D{I@{dfd^+2?!AStR!Aai?`iv!fLjOd*8N?9r%^=3j!1cqI>B1m?Gl;~Q
zOPbSf&&2-lO8v}h{yIzK9Yvh*-{%@n+yi@+%SlnIJBADDP_%iBf1#Lf5tjj>y6Y?c
zg)*ZNTxNmFlMei(5>Id6K+2x~DdhwWvPM_&nFR;av>*5<&PWx!EyS)mmuFsDi}buV
z)0QNVU-Wm6rkCo6&Z}y!uYJ>>tQQqkr0Y++t{R|EmRwRp)%O!UJg5BTa%Notp>OS_
zHgGOyu6oCRj^0vSajw36Mpawgd0lQ}-R~{`2qhbs+^Tw;4tN%r&lx*^f7^eiC#ko^
zAIa5H0W!(e-hPu@EfAOlU3t>KOF#XNzn`iUaFau|D0z5R_)QM=u6O<4sf#2%Qh68p
zO{VZ_i9srlFvy{<df%U|ZjoqYA_<L5<Xrkcl0)4h$yV<uF84U>pOy%)f52}tg|A2q
zI1|R={Q3d1^spp@=Kt~Q<b{Pj6D0zi34yDb`#$q$sy`(f><MkLultFAnrajf{SWr_
z1I95eBnJEm1O9(MbY3UbRieS4&=&ut|M8cofszdT`#Jo_NDTNB#?^niM1wz}E&hkP
zPEVx5!-~FYsicLFOC2FMN(_V$=J0iaJaw1EfInfv{5Q7i)kII+T`@%MkYr%J-C_N_
z#DFzni1j&o$(V{(YQIE-KcU0?E5GnxtiF~MV13kK{j0=)HDTbIgJ1ePsk4Kk&%m0{
zVb-L2BmL*oa|WmkNe2F@LDRJzB?kNn1OBDE=5$p-i3Wc{hxsGs56+!jLzhe<*AJJp
z5HiFOGFf6EgfNtXZ=&z0sA#ULBpN~p9TtMUcf1kJN%FN@tJ>*(KhkWpcydMUgem?6
zz2uqnOeN{f4m{{LFUVNGzluKA#1qz`i!093c~dHCmQXWiFTRd7;XlI(bN+27?JAg9
z?$GlX5S})%L-+qUCPkm@u&B}6%kJo`%U-7txJR0ZWYYTAD`qD=9Hh@jy-|^)wn{wm
z=bM8je|~LrBI&81NhCp6Y^>Sr;F}c_^xz8?(W3ODf2H@Hpt+#?I`fs<ZjgeI!Cv#d
z-|JEDNH{L19=g7;mVWIAe|z<@#L?c=dDX`|LC#p^>0VnF_k>hsF-Kzh?_Wk|>HqxX
zZ=tvT<e%t0LEX;j^=r*_-s2JNoKMSG43MMV@jw4W<p~KFqvYIe>3mMcY6;P|{p?@l
ztsAOFppz80nnB=GzxY?FEK4AN<KmKE{Vh~m35Fx+!MD=C{Oa#uH-Q83^`Eg9RJ2pU
z`0YOY%|G03hs3yRo0Ax~l*B#QF_Ix~2y2cc2(NThI~8#5!G8LO|7$g0QsP`u6*7mq
zDv7~8#FY|)4f*nrIn-Up7;&hRv1f8m#FZ{+HPpSPH*KXhNk*%S3J20xGU%pOC%yZf
zDQ(na5^Ihx)Jy!4mvuzONunM9P+YEhUGj1zjaQ#a1cZDPCFHYzA_Qk7%TqXASP+~p
zc6$R0lm*@%qW9iSObCS38F?an5jLGuytQrW@2@UO(e=&@WZGap8hB>w4cUPr?~IT+
z?f!OVVBDGa(GzZc@-|<(Y8l17#G938dN@mBaOCn!2)xoW&vt!~DXQz~z0Vb;c=F8E
z$MP6fBo^24CQD40;=F;>#OmI2|ACC;d7;!qixJ&>R+dG}Y6S+`5FDhMk@bAC4!dhj
z?Z7&9yJUr7u*PxH8i~O$ctk?rq|H$VY-5V*oP@e);_eQImtq(a+8qxc#-QJelK0U+
zl$Wbc#PBkr#;Y^(MG(TOKcl30nc{R-VL(_u!+@|L6w3{Dy>BZrlm*7K!VOQ2&r~g>
zE*KC?ZyS|pb+@NJb*|MMoqKas=l=0sg;oQi*p+zu<eL%DM`EaRefrQj8QE&01j85O
z^6e0<V2V@u!qZ0|@&|lsVGJvhjbU(24CbmRAuCTOgzbRCEj!?F3qq-~6#d8#72TBu
zhR2G?6>>Oi{;}d(^_<iV!{KSiV^2#AhQqrO0%z@uvg7^J+2MKGIP04jRwNeA`o9>=
zZ&5=2I-L+N@q)7~6W}ZhVp3YaR^%xQ3}@|(a#mHdz;e~Cml!#4R!%PyUO5tj3AVq4
zz*&8I*^yPk6sL+TFLB4^@`@N<gn_r_#bD;RQt(3De<B3VvP^)pEC`%cZ^z`i`mT%z
z>*%i8fpe5a0Jn7@f5;fC-y(3OdO#`(x83Ww?OusNj6EwMaNE<aLD&-PKCMN>9d3I+
zh8JPrwxcnaBT-WR`%k36Z<Y=4n+1X2wzUa#Ru&lE+UR<VKD?EqA8H%eq|ytbgRDt`
z39=><<IZ7SB^WNtDX=50J5!u8(nthcRuaRDFmTzp7|iG>DHHyQ6u8VX1TM26aM|=u
zf!@jj!)1-g7c#&~YgevRH%r|RU^hB0yHR4oE^De=j-FOu-7j(Q+r3d1J$PD+NDlnA
zJBrspkK?v|60xkJHzTYq&^!M`2E1n30<T#Rc<p4J%J#|vWAiz?d!VQKNvc9#D$v+`
zTGU`NWb?3;L`e)D9qU#4)Y*l0aK__-w@6rA(R0_?J-73do`G&2)jo=0iMMs3iT2hK
zgDJH@LOj<L57fz{>A4{8cZClOMND(bP$&NAveA+ox}Puz_4A`Ko@sF;&HN{l&~cU}
z+;K?~lAyO=nw75Wol`kmt(20<>x0#535j%C0uh=oomwrH<poOBJ=M4Pt8r!DC>i{L
zQ}>wZ-1wL3Y1G8M+N83`qn?qh=^}POS50bMJN69kT>rP&P=X++_pNSlwx<O<(|K;k
zTXTBW;+-Bc&&EfF%yX7uA@ha|>%fcW%O4d5F0#`L%lHd0XBCOS<VVX5yaIv~@$sM@
z(mRmm{j<=#69Gq8ycA=KUvKUmNcXM_>eqS)a)d*iPc!{34M%3DPoKb2)l7)cQP~LR
z>qx1RgfGDBM`i?SdnvDur#Cr-ro%d^Mo*1W^{T;Tof3+Q=qCT*vfiqnY)kH5pmW}t
zo~mMw+^V-E#1KAMR+emoX#};_+xpY0JyBBQ5z&Yueniw!zdbaNd^+|tx>Iz<us~g#
zJ?AUxyMg3<5vhQ#KhSwKr^viuBL?3=s)FnGmcQ_TNcukPtpB?uzlE2y#utP}FcUl|
zTEoBaylD+d<kyBOPRXGLa04ZrxWxOs(!ipq_(}E+PuN0E$ETwnkt!jO9uknS0{hqI
zr+M!qw>9;3F&+yCQr_S|GY+H)g9GU~&r?%7Y3RDZ`SjEMg1dRQ!rKR?&sVQVa8zhH
zpI>@WlHlD6pGpYg>m!0h$Je*v`1)RwpDMnNOF}okEU+72HH+m?<Sz^Sed_qK__*<9
zgYEcozRC2piLZ}h;>*E*AQeY^Sx)2lN|7DlIE$We-8?Lt)kc8*&0G**z1TDaSg&FP
zSegtlZao+|*1=TSThVRjy(0oOy{ez|2TE4mAaK65R9qZgvMMLOh*l_By}QkLrQaPL
zSQrz<K7GTOz;sn5<#7Zj%@U9Vz524*bQ|GE|4iLsOrVzDJvmTAZ>Uf8$7S6rE7diE
z)?7=vlCELWM^`*c^s+1IK}P1B2EEmKNyT~mggc9A*4mYvuO5~tB>(R$HaYwy#Tq$$
zOC1i+%ZpJz<L2;xoET`UuYD%Hp^~)7-+QKO&n<zj+DhM_-3Xa`e4FK6mXCUxPm1-C
zNr7Pc<qVOj@AIXKn9lKj>mw5EUUK?Ig0TeSi|t2>%`GRZ6>d2-yDk&S_e&xUPEv;?
z6O`iA?oC>SpB7-S)*y)ShAGA27hJcLR3w~odcDp5C`)3nKk`cmb~HVEo2+e+F=AKr
z32Wm#G0@26_14I<Ne<XzT2gSw$%0^K*NimcJ$Y(xla|~zozBYhBr7OB+fjVB#CW#%
zrY|Op>)a|)LZSSXz0FQ}aBq_fUcnUA8G&3INx+87k^nO-2xhPgX9R-E0>hRW!WQ0`
zH12ISCN+BN$`^`?JiSf*$LmsCblxijF`b9{k8kd+n4k_xD%5{`Dj~SUWkI0AM~=u>
zA|g@xQKL_Eyqrmph{(k%O%h;TC(ohu!|HB$s&OAv`q8kDG4ISiVe?S+VMQy?lJ(_~
zF;eyZ{{~tl%pe)4`WVcXVUjFkJupd@^@+0zV^Non%D|2u%%g~e_VKv4wT^T0U^hO(
zZhQ>8y8dwWM@L%dug{NEf7H|k^8;5l!0hadF^I{ehkyJM?@Yf_0zv>&0y34wOs0P#
zB_IqDB_NEOf%=7xRENMNASBb2fV_55;L%)J+JM53An!f!{P9oTK4L$5A1@`?P)z3`
zNV6MiGHSA-v}Tl=S7p!nX<_m$OWW7b+pg|cTW9R<lc*nA6qurJXBA-1EqzQ~###YM
z&>OEEJVNi=5~!y?S{(RVNu=5Qbh|Y0hz&-qcgxEHKPJ6yu|f&Py8>iNFkbItN-$m)
z7<$|Hhhqk;-4?9WOM9<6Q@^x?RQ<0YFtr#~6OP-j`j}dbKK~BBqyCcgST%m{gXhxv
zKljjnne4^WVggqFLW@ww3&G~9X<y+EJS}E)?c9OhpZn;I;|dz-@!dncRX0fn);WF6
zBkw|q0e`}*?h(pUWfB9{gb}RA>!&vxwZQOPhv7om3=9c_$J_P(7ig}ol4x)xbeJnY
zLti_wpq~EQ7aFB^JuKMY?y%o1+k-t}$RB?7l*E8DV;ooD>HNusl)78`D;+7{k+e|%
zEr<Uhi2;AYpfKXN#DG6xBK+S9UZ8696P*FB3H|hHZ*k8=i2zeVWc^=YfXbE_FeOZc
zDVNdI?NvHSg(Mj``}&#wE0GwmCd}%;Xks5NF<?!YFzdtL<PEJa;tewcMdS82LhH_&
z@ik#|`Ihz>N=B@y9r!m7yTEk4v~Q?p2@{%)#&VX%e};<%__w|9|B8v_9^?fEgvT=W
zAT!?&UZbv)ilaOr?StTa@0xx(c@5d6B^uQMxAa4GfZmnaKH0mmpSe*7g|NOuN!+O0
ze(UWW^tQ!xEh+Oru#P_XzcGE>F*`~J>Ugi~XG#SgV<A%46;dia8*j9;;-esa(&=dl
zNA2-*`zoTiDyuP)31e#n+j_jO_A?LUOHBp9D-oei1%TC#gg&i4k>c=Ry-ryuUmcNP
zcYpRtKRxbl%064I@L1gyRnwdeEm0^LXm%+0viFbbG<05@Z8by5z&q;$LsU|K*|U$)
zdp1iq1SYG766~s()Zc6)tyWQLI&Z;_m3QC9z&6!UGNx^7U)4iGTu~kS>%TWqhRA9F
zKQ6c@aGvT{ZL1#l2D0o{UFrs#>81D5BkeIUttx7qS=&ppQtk`1vRg%&Rj)el@4hc^
zr*~feYT~0ooM!O8_x`}m>Po2(4$f|OH;U5|5!vK{KueEzb#)RO$7#3!!N4JPj}%5e
z8LKu+2wV?$+|ysr-AvChtp@ClX0CSWu~O(rb$QlUow;>%qF%Knu*@DzSi7qpE2^z0
zJsg;z4oJ~B_q`_|33}hh!3XupErBFmcLyE$@EWxfg2J5kzUhzCp7*Q%;__CF0V1T$
z<USxmhBKWdidXle{dqoJuWLRUXrp)aZQoEy5;L8?-Jhq^^BQ52!r`qW3&P>8#{hle
z(LizfQPxmSM*F48m^ktFv^=RI=Awg_U(`dN+!~z6+mf?%#-n63S)QZ<k`!mLp%Q}a
zd>KKE74Ge=*^-L-w#0k>0CN^QUt&<1zf3}KoVk2}Ig4G%7;%j0!GAk*wW**Xt~kb6
zTyc!CAh^9{L2!JSMmq6nj9xo}VtjmO^C_tgRNvvKzC&VgjC@l<p!#bAa1!&Zr4R{p
zN_(3LPH6!#hXodMSYSbL5W{CSEilY@RG7gBv5Eoaq*6A(WQa=#n3Guj5>h6-j-u=8
z62x?!du^+=q{2xoTSA}+UZiG$p-5(l5nQ(<A{ghf!IA+44~z)LwXG?VfX`#be;swf
zt3{1e4|bx}?UPE(nQXixaG)y?hcYW{af*^dA#5{FQERF18~a-~TFXLkidxIc;83=<
z#2m_Q;SC5<qbq2g<J9P?pC%^joBpI?zo(Z3l>Yn0zy)z8oE<L(u2EYp+c?LxSwIrB
zr(lskGWP15_o%%jD9l{*?-DbKJXazvb$u2?_OVNb3td0QQ2gLhV6%(wZq^w{28JU8
zlUD745qX%jES))Ko-Hwx)<bUwI+;mJl9);BU(_x3q}81TVbTf><Vh=4UpUIwJ^fi$
zQ_fruNWC$09e*p-U-g!HV&<ybAlsd}>TA3<tx!^7(i$Tn2*8m9F;-yGI<%is-SZ_C
zMt;>mGig;x4DNERln{*k<pZ6vKgNh5AL75Q=q0Wg@)lPNc?&|NS}A%@%J5uefico%
zlVW(bJ5XHa+ADQ}{?9u4KPxeqxjv8(=>P6O=V|LelS4Yd6sNR<xWf*MJM6F^xXfii
zV8YX`30Y~OO)9CB<b`7p+Se*I-mfJwSTdSR2(-^AwY6`-6sOdlxI=r3JG8eT8-K_j
zpezWqKbv%u9e|Hzj*)7?gb|JjBP0eLFk3=k0;M#}<8G$|=APCB;tmrm?l8fEm?@iY
za#>*5F;v)rr;7v46h3mG^K@~bSvww;>S6?KC5Rb8?k%pDB^B0==Ou&`2`LK#9rlzO
znOjREGO=tNmu(^Q8!2<KN*E+U25G!?q%OaQDR$8PU22w$|8s<W;|jx)VNDuXGUOZ-
zHq|8FXwdPJv5rRwmW-aP2$qbVgW@b1U?)$pU`NMj+}<kY#$eMs!lri&o3)ez;+5y{
zvA}b2@=`~>4*ZccLHNUY@6uEOGI^;9gOHa}V<cwjbp^xq(psUBde3)(y1Mg`A!nP{
zE^YfRFiI_!q<GLL8^f4IgG7dEm88dVa{VBahFB*tNJ9|DO;c@=XyhUo&AFKsgG8F@
zMM(z!dmaAoN(}fD25G9p5(CzR5v<3n-z5dO{_JqAIatIQxDv+ARW*`muqJevwUw(<
zIg%7I+7C9K$&(n!APf>#10@FR8RIx5Dq(f5qy_&9hyMi<1O9|T!fL6+fInd({5fHD
zyQBcuH4fMNB?epxgN)S<i2+x_M7TyWR&PnN^121(9*6U%5&_Py4K@j@uO$YY2@~dw
z%}TuJG#RT)sgF&@O469!%J4xVW5tAKqtdvHe(|5-j1~X3Gggb3SZ-fNG9bK`Vf(V7
zxOAvWXI5b_WvnK6TbJQ;b8RI8xvG|BB3IR|47n-=Rj`$~bddSP+_Pt1itW#3y3>&%
zb-d|iCN0&6`ALPE3IRL6KQq|Fqe=xxo4r(^k~31X!Ar>|rn1E(qsEn4$%e5JQBE?-
zYKLS)`&z+A)odxw%}6bfU|KSrYcjLT^xd_CtL#?DiMaBdjFcr08L5UUIC5=yC`r?g
z$=(~P)7ME&S?!^3MpE!KwO%R)eUX~FUxHnI*O%!x>jX#Jt&rt-Dy9Ll9Ms@Q-C!TP
zL6m_`F3VC7H(5TEJb7WP`5r-NF<zwS4GyO1rK3W7)en*gn~~#XW<PaYVo*w2V~7k)
zeu2uFL(Fcr7GuOd$_ha|A0w{czm=bwD4AjpVu`^XB&l)JL_M%@(>Z$G*ic<%5nw0q
z4Qa@`s{c|PztyvoUN|l^M)i`)!I0n(V@Ob9u&Wv_A=p)w)2q$-noQadv#lL@8iP_i
zL(HbiVve_(OWv@j&csl<vglxikJJ-ZtZfpUrLL2WVZ=3#5!XlzjMyL{FyihgBQ`O`
zDSL&uZ-1mPHBqucuUO*f(m{7+LAoq28mnHAts+5g6K>z@%eEn~{VLmby)-?zP92Nl
zSK|HBG5$-5K`8zuAu#@rDC5s4Kb`T!9s6R7JFK@L=)-+aPcBjx7<POfWyk30p&L~X
zmK>hH(TQEkO(b@a7<6KZgusq|<#r^Np3078+wxO9<;Dz)In1yiFr(*pl_6z;VMZs?
zPlTdwH#2mRS|(M48JCso@0%2)B}xR!4eCv6+ET5RV3=}Clqt8J$`s5JBmrG=ndAjq
zEC`iNr09dQLv57>hAoSuZ23={;5PN9<Of?`E!TU~<JofP)dnrq=aL?_9E`H%i__Xd
z5>OWVdkinape#0Vs0b8DsX5f{{3ND0<p?HT$yem1T73eCy(-0`^B?LM?4>L)%8>i^
zD{G^2q$(K8C}p;&!DL&fV7ko&UVlk=oezj#(sa)sXn(KF9M<-inetO>m7<f%xLRwx
z&YQ;dN1cOr+4~6;qArrE@v$Ohp@3jP8(WsJX41@5@4TU=eh|wK>IZ2Dl=Vb@iZ1OE
zY*;hAQ`4Sq!NPQE<m`SjP1f#0!PXQG-q<a8v$|P=@%+PW>6G{0BuP*>_%8{;q4XYt
z(Aqne9K(gFy)F;6@;)(CFPoj)M&ERKsHu8JHbL=VyCtC}_HK>`iF#5JqWsNO$SD+l
ze5i5%Jwr{MXbiyy$pdwKmJNIqO_BZxyIE(QJu}<;D(QXP*RIj4%mruC6Z{KD+Y=;`
z3q{>*Xj9skhWu0Y1b^_>sQyj%`SrHpWvSk?hw02KLz$}PFya%QJ8_0QQ$WHV{O-=8
zH1FT>I(tws*xB2dcE#O-&Go?L`AIqH)ZX5QyUuXFQsxmNOvfL*Ds--DF2PY9?|jEA
zLz18vxvV0H;tKS6H$uC8zV_@snclv`^xl6Jh15XV61{zBeUk=pdb__QjOuOYn_#_%
zncnU;EV{QHg3gi$dfQSQi3jO~u-0=o7Pat>8HUboIEI;^vzPEMbT(Bm&Isn)eU1FX
z9fiU5F@5dR`0V1^Vdk@ow@Ixqux}NRNW|ThLL>X8VR1%w;k00Dy>!s3n)<Ec;MtLG
z-*aPr{hWu1RdwC&e41>vkY>8Q_Se(<sz)U_s@pr6nPRIX!FYd3LeTfm6U6O%-Fbgu
zOYaB6#7EdZkxeK9Ziv(Q2P92Y=XW-`yytZO^D&+85bTjW(D|17=zQslu-X$Jq|QHP
zI=|5|W`fSIJ3QR^b%)0p>FE8h1_W=9)B7)!1e<wV4cA|kP_0oL=3|ZY76KAh;{P_&
zNY5A^r}I}|5^A77c_7$OO}%)&^A*1E!0%ZatecZZ?5c}^uEuv+LZXR)drE1>FOuM>
z2<UEF_L3xsfRPe{2pC2X5dm+_4b<1`2M6nUr;$B_Y1qt^O)v*!9t|{%69(r=!l*Fl
zX%sqlIOYJ)FzvZA=+papH>n|3IEQG6<bzPK>_8|;pM>?lemjN2qTy!JU&Krh3hVh7
z=7IHbLSd(8Xt1s)P8iI&pnq%c6T|go!-DPAlTsy20*?!bqX6CL**PiIyVb-&L%F<@
z26#bmdtKOtDk%1quc~9M^Ud|(HKE2iZxYk$g287zxLwHI*<}P()Tnm^$XrKp*N%W`
z^|mBIARLtt1i}%5h(H*#uzxG>&*V*B`rqi+w5j?-HZg&4acR7z|5r&E6$p7op`V;U
zI1)Dy9HK*#4+6om1IxekN2DM2JUc1dTWf@ggjyrQk&wf`5D7UWs+$z>X6Oy$f@|!M
zC>$TWSM}%iaxzf8B?K=e?ll6B3B9zXqlv$xc^CAA5oW0`SRbmNQ$cO)P9DizWQMCy
zvc<cIr%H(XF5<Z(oOcn=lXxWEW|PdXdj?E_*d-&(D`O@wnUi#rp8}jpzWUQwswPV|
zk#`SEb>QQX#GBted>4~rkloF{;M%+6xz>H(^NcCM+hSZhQTJNv@2j4W(s`7rM<oRQ
zec1AE5AW-)YisKKg(GX{yhUwn|GvOnq<^<cw(#$}65{&zKVknKlz8~}6Y1Y$j(=Zg
zvN-;I*YPjC8QP7Yh<~Lz@b3$be`}8<a`-oqf5E?rBjbcF{7dh4jy{?22hi%x3eHt6
zxV;SBq)Y*!i!Vp>hnZ(4hlWy>;K}(n)8}eBkD5=}N70be<@7qo%4>tA-fkmBq0q1x
zs<H?bve=e1o@Tm^G>_cte37s8!Kz>j^W0t1nM`)-NDQckNMfT{Xb}s;bN6L>;|<jE
z^^YdBN$<)~*~#frC%0f|r2y}wR5880f4KnBAt3J(wN64XJKjkUqqbWZ^pvE+d40!7
zlS0`cF?h=RriAb*+VdKF$obCV+l&<_=w<wOI601-193*q!QzY~v;{$NkOkp`ujf%C
zYlFXivS+Jac3Ut<qdw@YQ6wiE7O=oG%2?o$7$kw3NC+%wq`%)p7T_Z8=M<Lw=AKlh
zI;ABf0hU-2V2K66IUYqq78vII<(lK&I?}x2c?)28#q*sMGW6C?&ux0!26`RmM5#DB
za~wfTXS$_A7fLET?wu<kCau74c(%Y$XBPXR$UAP7$s*iFuJ|G}McpCWL#~d<MWxVI
zNq|Sb>_vXTb4>r!moP{MU76`PCDBOJt~5OJwSpLXBsl=W_Trf@Nx?JU&pFC4y?oA^
zV0!s{RGjGr+huyg^8@zGO)qy2=!dQj-k|=lEa92^7XjJ1b$M`*N7WxKf(=jJ>Wnsp
zIkiWNLZEgrWUX8>6ap2+P~^K5ZXwXv7_yNr8D=G^Bs^4Ww3(G2zCPH~Oh}T%Oh`YF
z<GB#XosgEYAWTRrNC2Pdhx|ODM|v#=%Ngk>;S;lwM<LKEsV5#@9lA02rn*6bF)Q6C
zAqc2V1ff7CwcW~}J(3Dzde>+(rgupUDu3RW5ajmW8Eu}Ge8?Cvj#u#C){I14F^(;+
z7{?aGt^BdT$j3cJig8BwiP56+Cus~xvgV{(V~qZ_BnER*a|ywml%Wfs4$nznk2Z5s
z3#K}yEhGW9SQ2211wr+X1;O|~n`JsT+sPDE0F9BFp%+FtR*aAstPOJ{1Xj$9V@1_z
ztsn`o!jb?hEC{NAEC{Tiq^`6A&#X3Q7R*!kN%dgLM#q$m5`zwTN<v`D6LCy==Cr1e
z1ejt;fGHLPv+}s?f?Q>RVb8iKdpP0y*l3f3+C&3}-|M`d#`}igIQ5rQ8zbuvf|!xz
zRs=N|D<Tt1L|q9XWkSk=Ajs8NBlC|j5t&#X0<tY+<`N_#bFnIu1Xvy@pivPNI~WI!
zH5EbqjWF7zZGWAH0bU|aMq-7qCKO&F>dOhqh}QF-3AXf-94ruD^PtB9aRuvw1>%aa
z)h!Um@2AIOP35CgRI2ZLfcBqvTDEZEs1^{qoP4~5uaaG6zLB_H;7rNr!(+`#@euwu
z-$=ALu;U&aYi94YTgY_Oo=Xxld*3`ZdiMU1g<<wSNX&Wm-dw9!`}7AHENAaqrBc{W
z;`Z=Y671d{J|V$0XbN=ZgZ&acW6iA(s}U{_@4KUv>lLn4U&w}-_UnuzO~Ml*0ws|k
z#$E*HNxm_hEvYa{Gsc-|Gecr9N^>Oy(|-4HX4>~NMog6lS)1^*zieu8if5b|m=;qE
zObdc5!xjW%A#I$=|0L>V`@-Q_bDSB2^Q2NRa}Gg_nfzHqwOkTl_+23(xK?XHAaaQ#
za*iz$L-1kQ9wHx#h$PQ0R{xd+7=opwEf?ikjw$>pmmQN_P*muB#*z1sE6-EY{KmHt
zt^TD^IIzCx@UXqurjaO&!ctZOqws(H3#0IV<Km1$?D}N64%ksO8`x3N0It}k@k42_
z^NtU*^Nx>Z7cSAe_SxXBI3;@5J{SBwDV5thf$5a!Webog(Mug~u8y7~Fu0WREEnZ9
z(8KozM=GB{nrovLIY&Y6cu|x$SkhxFSu);~o{g6nlv)wSEy|lA(Wtj#G}oW?9WRRV
zu9Rfpzr^9cT4KPTFeu7fFEL<E7{PkHdQwt=>*EgBmm~&U3F8*!y(iINP3SOdyD0BF
zNeUUq92tK|3}g@nMR~O*xc#WXo-vM7qKfjGOIq-6Ho<tlv&4WuVNjHpFEPyD(@ZZr
zi$2GR&n%MTE4eUll%xXZVGif15(CbJL1Es75(CckB*5YvDbBlIlI|T&pPzKN-ysp;
zzG8wY&U-*&z<q_y9fyc`k!lL`0_1U1peJd}I#ho=uS3q2QYJJ@&<8A%{|p!C@ozhu
zmCM9(VM<{@czwXage#?=NbTJ#rC&}kS4zK<Xk@gGOb{8v?<bfmrBDb90F;cqQu?On
z6LyO8k;a6HQOX^VVyGf5e226)6NZ(>p(lKAt4eQJa(f-Ur`{-~tk&WZX_JXo-CpB}
zRHtswYKJ<wtN#;xMzxnh-MYPQ5{$JPZ~ACIaqU5RLS!{URhui$DciHexfe+XR;Q&?
zt!Fi3EqC5<ICz#vO_2Jy<$6;k*j01FM7{7xaERRs7d1~F2?o?fF|D{}FNtM@ze8E2
z|2|CD<^KADzCLNm#!W@nTBn9js_ooVtlMf-ZGGs=;4OBK(f1Vn`pKig8R}lC1yZ{k
zBxGsB!foC=Ct_=sh(N>Rk`{Vz?xu8o)2+AHs(~HaQxkQ1y-;&q=U6Z~XBV3=V_(fP
z&X{rGC1>y&@hJ0@L*s5Kgc7}-^wN=oE>wFZ7(=7;@`CZ+*C*=aSMpk`HzgWF<JE~`
zXnZ))RIon9WX{mg+pj4Y=iNKeq|u*~3?gY>sSH-;M~N$^(SK!ftjNFdFD&rCO^jZV
z4@@whO$>Azm8gR=gZ1>uFM~<?;CD24$}Z8^b+0)doTKVbB6i_H#$HdVBOvCLK(y(s
z&`YPRN-_D~wt~QHy<1K)Tkot%BH>#YLzd@~VOq2#apz=CGQ0C;n+p>4>$#g6=p~=s
zTSK2nD6efc>#~KJBx_AVL^O;<#Ej`I7ojj$r_~E(Yvg`287lidQL5+WelL<>OgeaH
z4_y|mGA^h(duWoHFR8Etzg|MHPh3e5W0RW>zF$)D4%~B(E^iV_Q};*&PW;bE$oBTd
z13i<>{`*-*i2e6m{yQ9Fg$F|^M2Lg2#S{B)3xYhb1;J)`!z7b%xqFhhB>JON26~?`
zdY_O892{y?kUHUj!olIp3R4TVZ<5Ki)MAS23_vFPgkyol9Tr#+H~(vaVaB(@3_jN1
zG07aUS5mz2v3@y)8XxORrMl?10R%Dq=4O5?B^AyU6C}jV{90frGPc499#9bxjDy7r
z$pC_{jtEBT_ijmmg9ST~Q@?X%kHcZNSD2H<T1VK`t}vYIt$4*5K!$(VUYr3)2#yr{
zSO{jEeXIy(oP8B>W*lUGZyGW*NniJ8VUm9RyI{JW(V?Kd-cu{oSr557m=b61N$+Sz
zc!nNQlPZ*sS+?>l^re8%W5`dlacLA|FiGz#8MQ{8Q7Hlqo5BC1FB{P7$h^N+h+J{w
z7_yYg2pMw4ont6ExD;-#xPJ^;Z<h@7nWZzw&@UBcK5JVy)Wb|*lEh44hp4MKSL{w;
zb65~2u!WVpmW@pRg`FWMug`^dboueT&FXTg9X13TJ}RA|mP@d^A-KHKBpIw$NHTnU
zJQFu8Tu-N%F9u#BIhkCugdl=95yY5{DevSs-$J!VQt{N`-Bs!2nkB~Mnk58t$2*ly
zu9-1n&REEQhbKJ@0pf~TZ<pkOIm3eBi-8sdqx31#32A0>3|Hb$YEZF8B~2zF;i(L&
z*P864nI*=gnI#0OXG}KJ-q)2*ikT@+X##PF3AH3Im|#J8wpn|2=^$l6VaC~{pJRqe
zF-uOcV1#4A2#GN%W(k1>Govi1Vv18*K-^)0#T^z{5R+b(@}T`tS9^2<E}7mZ$zZ}p
z$Apa%V^Yf!0u!EyGT|AfIHd{19VS@ZVS)uQQ$AlZwZO1rov;Hb<w~;zY^rq9yOmB#
zS*nWx^anxA01_$XDIy9@N?Afk5lSgb2y{?WjLbhKM`W6mvPDUEX=>#XBqEbi%96mO
zlu2FAXT^@Wfm586vJplp<^2Qbm{;%bl-l0)l_sTZ%^O&H<m43=jirZ1ipeSS5XRDT
z1uJ86%2VPjJzyu#wqQqTAY3%Pi5r8>stB7^F>JzFtUEh|UWk*$8uE82MGyIFV;z0q
zw!C9W4+`%%`K;{%gnX9gL3TqITK_tvCfz5n^zwsdd0Xh~$(!6Orww$DH!sD&-u{l>
ztuT@QTsoaL+x0dFYBYR_+OIjosVt97M!ZpPV6o;dd~u4&e_hfgbWnXN1e;y@fhi^n
z^R>hvn?V@lzcM>cZ?1loXrwd_7<-V4d2foF1JjE~gis@l)i>!}!#?9&5wBoR7^J^C
zN(^)M5(Y^m!*#r#Fjg=uau^Pm&A^Z_Zsu#UM1w1#!(8pm*Cmn^N?+v2SSc}(K^V?_
z>9@xjmB5*Sob)1nqmo|RBm=PC;;?>BV!)a(NP4{?G2l;_2!Bp^eJLrx^{~VBM~MMf
z!XV-0nJWAbu7nA5%{sGqs%k1Jz_rm-(|2to23!eK`DU-6>M1ec${6VjypgR;l7aO=
zhxG)B0c*nGjchX|2CNCgtUd3Uz#DR;c~;zLH#xLdC}2$vO^yh&yV@{C<j|PVY^-i)
zk^E;khsM9{M8S(pEcaZS7!ckK;J}DWuIr@slqi_sePAjsxjrNjND=&Nsz?z$KGmcM
zpbB;}uS_wQT#xr{)k9~7@-B?b6w149s=4X<5;K)r-6^FYjdkyfQ=00`vx2#LRpU*W
zdQOk@Iywq=h+yhX*%Bw+-OC5{(VatiQ(VEy;xE!`pH8*XYoA2)N-))%Ry*j`e{kq7
zec3ECn%vCV&r%Iq-_4EKq~in*C!Z>H<>1g{z5au_Nf8Ffvbj>7FT7b&k!72do%gP{
z&a`TjtzDh6&4z|PSDDjfk4IkD)<%LO8hbOR>B`o5E$vo#+7}!i%G7C9#_~vmBxWBr
zF}P;$rl21D(~vrLdnD=R6yz7E(io|@SW8mRF3c~nTSYl1DUOx6SUW@V#0F$KLCi`*
zJNQr4)sg_4uVvHB4tSZw;3nf85`xW_o@O@hcQHn6x~!1L=AF1=(`9j;cT2EMqGXCa
zSJb6is|9vGmy?FP2fk#QxK#U&<O4(AqVD=QkY)+MCh{vu3Ol}_@ZmePTc??w{IS#8
zL(E~%Tap(xkro67;a05$h8eHhX5dzBv*{urVMWvFraPKS49w^zA#8@Hvrb+?+Y;2`
zg-z+fRHy73k^oaI30Zei*GK`lS!<EtX6-0R6N!9f5pL(3wHCy)n?K;Of_9Rfi#)X>
z9f`ZOmqu|c@m}n>;9`kEM6Q+)asik|Ip7wism=kOp9)j>t>V*sO_jwSU1>qkmAG7M
zfw?O^3*s1q3%0LF1<{``IL5pnF@;t66_&Trogc^P&V#42rtoMWVvWTg)>sf&gFChs
z7}o5KV-4=vrkocYo%PN$(OFMo+>5qtB^V>E)p_<vYtIzb^$unZ5`pfqM8F^m;$F11
zz!+&sq@|oN_Rk5;Ruxh=bj^6jnDG*Wp|(ImV8;bfc3gB?JBT~%u(-nx3xbZBdwo$$
zWr1PGm?%4NVR(zw4R$=>*zthGpi^*Tc&`M*nCGI5dH%G<kO<ru{wRhQVQ^#k>ln;e
zu9S`Ydv{9xCqm#c%MN(Vg1}?Gi$X(`1%}7&6CUG(`o+`Cp?Ny}e_ybOKJJ4nCDyJ2
z>CU?sg>JXEM!4bI_k1w|a7HT@5Ui}9Ox1ap(HBDU&o@`WuomKmFKz$mDp=P9g6O54
zLoM~8%krD0yIY(rvx*l8j;2BsmwP8kFs^#JEwfF_@sb2Ld@hs_tp8O6q4l4%qy&U>
zx%bNR#pT`=vI%bZ;Bs%wlCG|ngt+13D%8>_wCsGi+f${#e~>17T=j|}nl1UDJ1jep
z0+2ol>tAnKsD*besm}L%*D@2N0(S8)WE6ItADvOSla4B%<WJQtt_a-`)w_}Vz3-lH
z?)Sbg)k0VA7m%<LyRQtTdEbcF)lIJob@SdnRhL~A>YDR4HMLJ4t{Yk#U%e%`n{LO|
z-V+iW)$MIf%WowKx;<fr2vc<X83b{=9rt@1%rN(R8%ttzIPUkxc6dWc$g0$Ljc9LF
zN!F`(hPt2t|BM;tif;_fpHf})w`BnOTRJ1GcyLs43va6#roUUUF6i%4{)PT7C5iTZ
zZt8E0=GoVV?u+Sf=Z^1`8Rm}fRB0XhyHY^HO5iI}<7dPf+K1PL+KDT^rsrGf--_ue
z^<v^wUH3bmnVKksneL}6zIAl|P5Ec*aW{mzswI*jDiE9xPF*TV5D2$O2m)ahLEJzv
zmwoS<AujtqAe&G)+@NA3;XX+d6$#GgpEkOYuqq}J9GV*>8$^O-0U|;AC9F9<0ri9v
z2~RK+M8c>13z6_?wUO}B&7tjaA^{gYf1F`1dj3zUg-G~bK*CDkGf>~gi-cphhVq?}
z-%6LQ37wNuduH|h?|cjDxDeso>8wkwBKe4@9(TS2r6dV@JX=E0<Cz2zJ&rq_-DZkA
zoj%#bz0(=n?L8zRE7ZUp+|Je1E;G#nn>jOj^g9IUk_Y<SvVr?NMf$?g-T5q2U(%bW
z`@YNtoj!|yq0?uP$oRwm_dBD9KZ;WJ+#716t6s?KtFD$xagVEI5`s&Im(IjvJTI-{
zG}L|GJ7)6K-b&AXB0o9jZX&k__$|yp=5a2U9C6=plZ3eU4Y$m6?sGmO@tj}M$<K$n
z>bFNEP_YER^8d-1=0@ioOz32o<c-cv<So9@xn44gl%hz5;N@Fpno^XHm>kain18{!
zAIEX-&UyEQYJ2R_6n5+!^`jIDpPrBq`1EVbr=9hjX~CM_nzJH~tzm9+CeDiXu7@C&
zcfXaq;oW*n63*ti-fcR|@ot*LBYW3)mdM_<nq_=jlgZ-vw%#n`+a$>*;#;W>eCr|J
zT;|h{$>H1n{0qMAKPyh);x^}_o9R8Wcgp-3>UwV561qTDO2P2&1PR&LBky5dHDi^$
z$9b_NK<;)vsm0&-s?z1JhsxEe7=r5!fwyXw`F@v_0mJ6b(uaL{j|ow3F^?oR+1k;w
z%(HMLYH^YC2^NWG;m<k!j%uE{43@)ZtW?dd=6Okik>i~Bao;k&#X3YUz3TQ1U2$`P
zQqM~&Jlg(5LNHApAP7y9WRF|T^RuMF+3JT`=D_=d#Ng>_?b)PpB;NRyb2Vn0?3iMV
zIO9IYZNmv+oN<XOPC6D>oOCP*3VJLE4ml@CCqCYOJ4+Pw6iIcUdj4#qdcMTqcso);
za3UNw+Z@v~W}AfA=+l}&++l*n9VS>19M*87(*nZ|dQoG<4nC|MqdS%SW~KwwC0x<-
z{w(uU^-ifS`tCM@n7(r>dbUX_JXPHyAy5RbeYe0+<iXiS@NKgp*z>;5{DNv&K9ubt
z_q~W*6!d&63Gif<{l^78v0eV(+2+aWmyWFWj4U=11wB^CVkaa=K-gS7RV5*Ks+z&#
zF}GyQp<kF=GUmjYTd*e{_G0LfICD#%mqIryAGZ(3GS4kZ-35f+aWP=h0OvWvqE)H-
zWUbH&RVFCR<H&(?Oc_qUIigx;dJNeVmkiZ9OJXQ4aVgwt9UVh<i%W)T9ZP49kG^xb
zTIYZ%)R9;-IpxfWo}8X#8JL`2oMRTHId6r!r}t&BoSeEyT`)P}Qs<izjLGRg6DNfq
zz_8;s+(gy3uSqIQPM=E%0_`9{i~*RO@OJk<B^5^aZ*$BD|4m|0cT<0^=unLCx^vCs
zl)@M>Ilahjt;vbFVq{xfF|sX)d&koPV?g~(it!Bf;~X<X?P)mtE>$9Rg8qHy8vXl9
z3}&cF5(53l&owht>$zrzsywY7#2t26++l|W!TnAP0uzc!H^&4N-mH}xLHnB>?QfPC
zEDf6_1lm6krTxRF)t<ORdy6}?w;(9Iu^`a?CRcm+PUq)REtv3`W5Q<=gAVvvLSVv=
zQ6~I)S`&ynOt83Tbqcgel*}<P<2t8B2QxkqX7CDea*mm(57Nlx72;DG;9T<=tP<gl
z0pufy89-Pe_Vt@QMh%fvSRqO!gcJ!W3j!SmP%?{FC67;URC&(rN|KA(n~P+7$el0c
zE>_n|0;~`ezo@;59d|3L%nEU}BXGVg5UYeWcVLx}Q&HGttP&&$t3+#dHdcw<tPEC(
z-Bs1C68gWPd*iGUOODYF^nhgyuM+PG2z`=p(OhShz&><U%EU$LxS%kr#Mf13mG}z(
zn_Hb0AMUrKRi@5z;CG?!X8M*SX8L}+Dth`(nMVd<`c9i?rtdAadbLYG$~wsDd%si)
z(>HE)w&3RBRnWcF*+GJ7*f?)^ZZXePTw1MAak>6s`lJUQ_lNyZS8uq)cecusoG|kb
zln?|^e}WhXAaHTbvqDl~;EtbXX3p^vgMm9=LNIXW%`-FqLdJ-hKaKykW`5#|0c&x^
zoMS<7&(nfnpp2Pk1`2)XDLFh)`ph!}^bx5Q?A%NcV<+x;J}(I{Hg`)1?s-}eh}`9f
z+-!@)*!)_yhsduYBFVLj)!&i;V{;{G%XM+Fp7~>*8JoX40>5$vdgwcWY%eZ)T0P9;
zv%ZWqW3k@2Hjh50O2RNcSF#!ypItAYUl^ZVFNiZfG2CU%3fNJJ7=}AN|HVzut^9x*
z?0QAm^@?F9YUJn+NT<9cy}n7W9=EI-eU|>YL#UqtrRJA6j4hzsNd<I?o}|&t-5D%S
z-CTtLnYy{rx-gAggSxrl0*ku2z2+_`Rm)9O3k1^K1+~aIQs!SEYT>Sv^f=jGbAc&%
zx?N&Wl|&e~7VdtD=F%k3HAY9&!d-cRsD(SxCeN*f+vTu-OST7l!k`xJQ;7lRT``=;
ztN%$VDE_^}IpIRrq2>dqgmH`Fk|i4Kzqi>(3ggxvJ%4nfq=uMQ7aITgBnAc$1~)?c
zN(`#D7{di&<d&%7xJi;0{Kq-`XG;wD69&a`mq-lw6DGo+i{oyU6yUnb;krp;z?Cp4
zj@u?N;7XV<R}{y+Dk;GAMThH$5(BP;L2=xd5(BP`k-p&KIDKb<2$A0%u4;aCM-m2g
zaZM!#TnWQmJy)8(L|t6G$TxLy7g6w-x;RN=R>QIjcr|qHmNKDP2>Y{0{xe(`$G`2&
z<$NZV%VRkM!s{TG$446HU8@F3?U7)sGkknUow;CDXT7^gUehy25rHoE=4H9nu4;^I
z#924b2wgsq<^(sZIc2`dyg^m0N2H^Ec*OWNx?tJuUCbv;!zFY}_2BegHT96v(AnNW
z^Gyle0+t~SD3L<BRPFwhC-OY%QVF)|<EmV)%4#g?<F1=;m7HB05$e>(S?y3C_jG37
zUUjz=>K4h}C&BKf;_mr6*gS8&-3rBDt~{qQ&XVU=#ywk|noeb$)hzkD;)XjvZjpD7
zN4+f-a_^shD8a6tZ_hWSaaOBHX`DJ%ZL7|0^2XS*s30y=zt*o;K>ZQZ3I%Z_t6$r^
zo9$M3KY0GpUL91@0uimyuycyHwwGF6(=PAos8;+HPS=x88J%>AbGMbAAf%f`aQEKw
zBweRN-W)qH!g+73p6C2OW7i!RRq_120}+xJS|A7{6e$K20tzG$a+kXRQiUK2C{h%u
z(i9LuARq`REwrUdLKP|BAP7h=DuPrSMWt9!QNP01?$7d@`Rsf5X73WjKjJYnJ7vr4
z?#%AK1#SEpRuicRf+&pygc2HA{Ti!!gStNBtv>=QSMM`VacUu+1;rO?KLV!&;<VV8
zuVuz2b)@p<SZ&E1Wmmsfh)}rfdSY<b;Z|n}##pUaFYQrpuMsNyet)9%xJ1*atbN=3
zLO7AGs`id;OxF!FI~qfD&<H(5Nk@Ch$V2qn(5{d0({TgRa1p$Sy3{MRgw;v%rkzvr
zg0iturKO%&x3pBHhNV?kIj_gniJQqqux6RXzpw<FH6nZo)S8BSgOn!}1<5PvN*Xkx
zW0ZR7>mF6r(59qA`i7=u%vN%u=V&FmUf$79heo7+h@-C(knI#lZ{)G|2@tj|o?Tog
zZN1w^=&2B29Xu03^**RP+qqKeE4XvX9hPq!!4dTL^tMJ~wIg4yJ4ZQo)ObL4z+Wr|
z+nQTP%06;`;f}QvwlPxnh+L_Z8#s>{Npy}=4-1@kcwtdFb?uW?MRoK%N|Iuma)*Rq
zEnS%)v?wE6+~|3lqzWX`v^G-jQW{GHA|#m-f?dk}BlRxj0mg`33Yi@0a{800jYsNT
zioq4T6a#|bxdFkJp%LlCah-cd>d;j8Q@-ieG^q|YSd(qlCrb=ASj!{?sxKa?LsNZ5
z>d@43rnsRA#2p(ggF8$xAP9}r`|;t9mH~zx6NMcd8mTu@hej%o)S;31k$UI#nN$}|
zcab2v>D=J?uaXMeuOB7E4W1idD00mfe9;w*{a2-DM2CamiUiSu5k0?G5@7$u70A)^
zTUoZf5<r`KlGNoPG{W=d^^E3UL2t!pLS`Z`V)R*TyyQ60a@ph5@RAVhyZW#YIGsMM
z2%JuzXYz46h@Q`Bm-bpdzGdqDX$!6Kh9Mjm86zNtRAAU0jX54LL3Nn2sHFOKkbjD`
zKu~B0GlvbcpGTSbjEJCblBD%d2kGM-k`OWUw<Qg)aXkl3DmRXPA%gV0Ns3syVF9<=
zjAwL2=C09cNh-cnx~2V>q|^RuB()4(e--|#@F=QZ_%Cae^j}HC{Y?^PusYIzjgtD|
zCTtll@3=1aCTzR}yGxTYqjX%xD22F8Lf5qStWvTRoLj1dprfV`M4JrfhFh->Nh)>`
zo{lOzD=psYC=m$050nu05FR=`Ig;D<*D_7x2QgN72dWddvmfZ?FXI`dorA#`&cT4-
z-m3xO;pl0vMe(bz-nLW~p}VgurB*Otxi(<AM8L)EkPsN~y5`C!%{^Hvb6Q&6_?=8t
zkR8Z!F1HOa1i%mj!p;S^UkxaXS!x=CK>QC<IoR>7w&Pogz${bvS<!Lesy)xbRXa8m
zVS*dl@a-s-{TqG6M)K};COy#rAP8@WhxT8a+PgPkQ>9*Pf;ahDJyRx24BDc-gusTj
zrVW`lw85WIM)jJJR?#vzqY(^<_V9fB)d0i8Hz4JB%H-}uQ;nw;?82eHlu_CZHyovB
zn|V@OjHPUX=&__{n_POFcb%ldY_nQINSCIT0f8DTp4Bs4Hhm<Hga0HG6U`}E7BY`Z
znWL>QB>_(~y7}v<oY=N;mNEX&Z!bTqgMAllfyZ5em}?9df~cJIS&q4g%4JcN@t0P!
zxc^|XxqUSK!en#%=z=DjJD$pSvbp_fnr!NGdB+)Imr+MR#ALJJ(T;Iy$O9cGSS<yC
zj=?t@t&f4EtIRcNarB*=j;*bp5menws-eqU`m9kARKrawER1JIP)*lV-t^J>T#2DH
zcM$*R(EO6Brxr<~r<TOg;Zw^t7KEu~@940prKE~_^x@hGex{J~OKqte=9jl6#GPMG
zNHC33JMRDXXg$9erJVWY5WS+FR!j{YmsZ3&B+Fx_`CdZMQ?C+48}H6EMaPI1hIc4D
zMtg_C5`(EGK|<giDvZ(V=*o-{u8r!)oo3L@i7OVN23L3n1A=+RfM7IwNGEm*e^YgY
z=9mYiI#4~+Ry|W<;MfL82vqMoMz5pq8Kc+HPyVY3#2qFW++l(N3C%DD6lUD-nt|CR
zS84?dmf038lNd}d+av@QYzebq$G=)Y++l&i9Tpf6%rFK7+AnsscW0OHrCKoI8{33$
zBnFM(c~0~-nDBR)35A&AhW&`R!vupnOfVqs3}b*{#}#1*Z)W~)w08AZX~46q|B9Rg
z=XqO5buoZ42%-m&JH0$2sW82CmJm!Y1_U~EdQQvCcrGLp)5}CzHg{OCO;IUww522-
z+ZgJ<NFzlKxw+5jnPs*uYrHE<9|DpN0yB&BR*t2ZSx5+GmV3BOF|!<HMKH4*eJ-Dw
z1?*&K7wjmjf~OVEaAB}H8)9=df{l|l+N{zJ=93xPzA!Dy6LVcuh@BbwU4Zlpq1T_&
zAMyTPV7BjHoL0|c6(38g$QdqH5<%;ju_6~#UD6}IUuCS$b=)H{i0>1|%>|`PG{W(W
z<{*FkSdj->c0dIA9~`TymP~6DEsKIPA&>?dAu(V|7{RogHB(YR-xqCtmr4w{62?sd
zy(-aQO=yR8DE;$KO4H8PAxR1u`)nDfB?dAGgZ$4$i2-}Y*wqo1|M^YQg8xr8|03f=
z>w!OEkpC$oG2l;_5P#19)R7e6T5Ftc$yA8}SHd9w(@J8PtEZOA{M6Y<Q$r#L^q8aq
z=k7M=p%O!!Gd<&U3TT`}fN^(|F{%V_Bq&J=?sIMKt0e|{69&1UEfNFvb4~WxhUeGw
zbuOqRwSdkANgBOQ`kLHIC>O+pdWm$IMe;wLToC^@<I6EjELTfc#rV|MRFDh0BDK#i
z7j%sX!gE3YlZ9{s`@iGF3G6?|=^!)IMD&OB3(o^x+M0IIbA@Zletfj}_%Mw>mr~s1
zPg$mOyb9u<*G6}>&*qgpoo1=MB|8_ljKU)MQ+>RV{HYcaYA1h;a!CGE+?lq_Y9xia
z$seBt(+r)ia$ac@?HR8|?V|6{7=@7gamCrWA48m*`+2A!E$!ToQ4G1CANQm+^;rF+
zK5p)3s02ezJdxUOyw3d?rQF=l#C%J|FtzhGf)8&aBpygBWr}tmFr62{1gRhr{qupe
zT(cBcQ6;yE?4*vgwUD|TTkR3`*rBu)W(y;W)9TH%LDm5&5Ltme5`wo%cZ|pO!&`E!
zYW;Rva-omL7gE=!&aS3nzDX^ebdC))UM4-s9OPiyDOtKNlU|Tuovh)PNxvSiUnadO
z(HJ&Y#*1O|(|8OUi?p#9_@p1dOzOFy>R-~s#7@n8EIB!;nOLb6X4jL%p6@P{%_5Fi
z6U6Z^EG^=)!j~4GkJD+H%y-jr%-TivrQxx(VOA2CcLpD7_bv$;mhJDPkMQq*H;wXc
z{0*uWl7M}xC#b6a<oI=8mPo^Nk07Pb6-ZLJQYjH;re*0J=bxw2?$J9=NuoVz%`Cm+
zgcHU6g-I+7JI?7@cJm)S_h_wzG=|H@PLx`?d6;<;oVm!qKp2jfNV6pYwvFo~1gqXP
z1ff+gS>R@0-jq~W_V3Tq+s6G8gPqG+3E^cw9eJl38x((@5n{DZHoBb(yGCM))xN<L
zt9=84?27^6MYd;;%Ke?9_d6+u$eTudkE-MZlHqg?C~na=zK*0+v@D6iex<sEV82pz
zf;#Yu-={YJLovykj4nw1%{l31JQK9`24~L-e`2&`jI9bTEf{pzCKMyxXy5DEsXBOk
zLC*C3PGf9#=h9K$HPjruTUkjRi+3yiB~P?lAA;z1b5k$lBo%fmqa{RdoA?`41{k_L
zGeMmmni3?V9J$!Btd`{=cST4pGA}zN0Rm#*bN$s(=|_TbR%DxRo1nKXTPEl&(h64~
zwk<}N#XduJe#c~NTfV23=YZJv+_B(WzGr3NTfU!=k8hz*bv~iK`+^?ClpbBbcl_~}
zY1vkhiK6=;Am$Yi+JIb3JFco^rcAIB1YGA_%B#$|K0D`9cB06+G>jmvZ;~SG(k_Ck
zl}Uvq;;9S$nnp)Z(#v>KG+dOSICqpX6Sa%_;ydbN__&EA(JtyQY7EY|xGw4?76unJ
zccSg0{`o$wVL};(OBeNz(GU31(Irw(Hx#x~g58zCl8HJLW|ZPk*n&r!*>|#fewkKH
zUwc?6dBCq7lo0gOeFV{FyWy};B^BJmxry36oRb)Y!~Q2B@N4v{F{+s}FF!F>cn7MT
zFy}^`;oJ<)aBc<!Au$62=k^iHN>P{Yn;-3=nh8b4YClhM3<p>9d2K;WiGhRjO9&iX
zQ#u>QZx!A4ypD<mnBs<35O-K%aEBEJggp!LE(R2ir5fqS!M*n<>JM9ulv<$;o`MDO
z(Gr2F<s}J$0aL>anDMU$5OWytl;i~i3<!c^1_a6vag}$2Vh1HFSg_Y_gS`@iHuy+F
zV8Z)hCY)u8g4zHdhOsR$n8N}CqMbWuT?{bH*d@&1tjj6gyYg1G<=zE{znk0xPc#)L
zi4KN=bUQ)xKyt%k^&}N0n!6>0bZKfC5U5dW5`4brcIBx@t`Z-YBDt7oI?M8q+eykD
zZ9ORo5F4XjjM!M@*y}e*Pcl!~0y~)kG0_-41QU&PVUEd|Xh;wyn%lUkFwrb$WiZh!
zpOnu;19oz|3w9J~LVRok7Y3V+AvPN$*id|If<HN-XySma%?sT!y^%V7d|*{ovTLB2
zY8~Z!Dt0bG9ZvxEYn!XwH<|~$YnyMs+%@3$&<~ZpDfwdE0oz#27W(t_fWhT%xn=A;
zK&CxC;7$7W!Pt3;zztZy47WB{nWLNCRfuG&)79b{s!ygogD0PRsLsWG#m9rl_CMH!
z9pqAn`OnFg^ydTqv!*ruS<inuwWB{>`OmP9^k*dh`G@}$et`bW;y?5FPvuVZ2VX}2
z5C6i)vHcIyFMJ?*Bmcsue8*ROh<@TDum9^zzwmX%IS<n>e5tE+H~NKdr7Y=Azwn8O
zVm;^=J`HfGC;h@3+c}TZFT4lo;|E3X4$m?Eg=bp2@pB4zz~ejqg$Ep-<2&LL2J)uo
zD*wcN^e%iE7Z;V2_~sjK1)k*lAh=-Co)2B&aBY1)Muh`>%lQ}1X^rHg2{`eP$bniU
zsJ`X^2|_SCSP*uNHF<G^&BR|c!xkPuleQXmJbrv3YJYWVU8%Ne@J}O4&CR;&HkCK|
zz9?0BUvoOvQquRhb(LEkP4&ejn%0wB$9yFqg;ef~_dmE`rLUy2O8c%_5~m+N=@aXF
z%>-i;HnxI4TCE@Ji`hQEg1?w2CVsLjhQ0`~sfI6FKy-vQezN|C)9nI7v<-Ya^tt{1
z3B>baV}Eg#_il$6HOu~IMXRwWpwIFfEZ8rlOh){6dxuJX`t(VASpea)Hj{PO?@@_C
z_>3^uKW<c3&EDz1#~LWnh$s>o5ykuH|NIr8P5%S~)+9*={#iEvIT8c@gaQ9k7aCWw
zawHo33GMLDeI&h`^@gMX>(_18hb0EA3FF3cKa^;&CbYwvRbS9Oy|49ONd@*-HG8!w
z-52GhJ_61JB&FljtONdPR@4h_+v*QH5n6Iq*G4{8LS_Bd<bJD~qy_)VFQDet$yS0t
z0TIFVOLD|4E2{&eodq=2d2Vfgf2)h60@F^KsnthfpgCcPb9t4O)VI1dT%y6glgVC3
zT<iF|TQejnWK6SVERh(<APnN$>m&y3r{%+baFU-s0Vhepey`2`l*E8NVKx^_PPHyb
z4A}2A*&`7BtE2+wA8pRJP7&<}&V=F12<q>4x-G!;N0TY4B<s`0t*yIdd2mjgqDN5^
zi2-NAgnGGpv4hLrOBkoGU`vwU(9Qn4QH$H=7t;rZ4~*#_oO|l65~@noK(WFDQYVv-
z*juWKB@60}N-Xt{`o1BpiNxNXjAX_5pH4uUf15G16egB?ma+_RJS4&@c(iwnw2@+H
zk9sFh!K1xXBm&X1=cnlCS=512rM%fwbo30WAn2SrSwGsFzMxBU)$@X{ud4fbhvMEb
zQ}ktnmCR2nG)f5A-fMiIn8$imfYgCTzQ?TBB*fi7y*h;-6-iUGS9EFN%CaO&Md95z
zwe*~SzxOa*RT|Vdl}^=Oel;Z};q8znb`aVqh9LA`jeXBs=cMe@MFXv^%Mt=@>UDZN
znr=eXP4zW1=@EZ+B^A-nei@Rkf8zhl`+GsU*<Z^tN<g<K(|nh$=&7<b`9a><m;C8g
ztOUE&6+Kmz@cXKorE<rmx3FpySm3<hH^405zQCItQ3_FJ5`!0b4ducr!v30<VHRHC
zeNgh`HF4371mQVP<u3BYt7~mb)3+Hjd@ox=B_*~bPfpd_!Y3t$wj}g&*?W)QX-$@3
z>`Nw2)rUQ%Fh=Z0jNXi}9kHed9Lp+y-wHLYmm?SvnqG0Nt4`HQsBZly0=;3X-h(bC
zGXCKE=9`q4Y#ol^rA2kK&PHH943l#HW~5-FXjB-sSq22#tablnBwGd;cSvTPdoW7<
z{@03VRlK#Yj`gS1N)HXXO%hg)-?ue5VW-reT8}r)eWvQYf0Z%8fmYRNqJyK66Q=1#
zPLLSvI~z#|+V|dRX1%8{#SPn;xZ|PD`y+S}1`l=ih`@9UlhW&Eq@dmn8&K~Cgx(OQ
zZ_OmOuVNWs_@L*d8lfR>5^m;-Hj1L6D^LyE6&;umTxGoy#;Ub<m0icHBnEZ7M?z4?
zJHxEs#}qfLW8#iF{xE_UVNl0cA~2taN%{I_q@a!s8&Jmv1n)E(5WLeI^`hDD^x-wj
zAVl>V5L9ojTfK;%?CagKnyR<$v8rlT7hfMMDU5S#?_DqI9(|X@;JxN%5`x+eylD35
z7EE!&+9vL(?QRjg2!q-l6oDBKCS}OYNI`8IHlVf*2s}y2M}0xd0HfX#sT$<?AOCf)
zh1M#m8^(W*U0XR4gTDEOgrK&zh1s#|U+p07sIAixya<EZ`YZx-F-*!AHzNhLW!Qk)
zG9aieJUVTFQCrKxYU|A7z8O~em&{(<+FSM|-M7k03~H;cgrK(Wddcit^_b#@eT%rG
zwpv8+A`EJ)a|EVSn3S$JBL%f(*nrwHAb3!x%FN7U%K&q2sRI*yjaA;)FGYLo$z@W1
zU#>M%Du>SXqFr4tN(_eLN(n)A<%Ais`d<wp?x?O^5xfY4>N*yIIT9x2#LY-Sbs09G
zx(o<9SNdQYiUt^+YYJ6^GeZ<_w%RH*J-lE2V^`EaQepI~+a)b3s_b;LUsYg=8}=*W
zj*6-m!HY1cs6Yh97bYd+W~88^3>#2U1_Tv_7sd@RD(X+SqH>4(@~lx(E%d12)Aaxx
zE-~m)Gb98R^<tO_v;Nft;*N@19l?t*sHklbm@Q#acHE2<RFq)@D$0ORTBnQ}^sKLe
zWq?sp!>Ae@=gucoAD^mIp&h5{P<;ET`ekurLx7uO+s62&m^(VWEM9ts=#reaj4dG`
z*fG34MZYW_HA6o?j8#2e7N<Sx!m++u-jTGG-AkK_i(`G2#eUF!Slki}?T5uxkJ@U_
zIA3XXRP{*aUzM%9Bo$trb+>!=JL8Fx1h3BeB?OWGrUao~4(Uu8hl;8}mM_uUeujQ^
z_Ju58ywyn-!K<^?Cip5^5nB~2Qxf9USyv(Zo$+=vbnQ2tp<kViAZRRk;MG~f2E_Vh
z^*FlYjq%4wZGLq2F=m38|5W~k)WKAe$dAr`!C~3=_%p<#Xy^NLqu#30B;T~Kc6Qzv
zSC6dqS*rH)P2;RwsTi7lnSeNI;Fa-(y4lOhW+$QeNOA?0JJxr5bnj8~bfQ;xgap<0
z1)r6)jX0W76t{lt$Hx~7p}K2qd%?HZ+9knZeZhWwe1{}KUpOft=nKaP;`RkRK7MhA
zeti53N$fs89@z^nOTw^TU_U<osoe{XMf3uj;E3dbUSMdCULb42(Hbw0|Ih9P|6?ZT
z1-H+1dco~8^XUcGU!#}i$4vLliRcCP%i~Ei^~>Y+nU52~LLaCjAdV7vc|37uK109i
zHXl8)(QbB8bs{6Ri0uR_sXsDOOD44-P6f5S{qlHiAxwE@`98GTNJv<-+fR+Rlq6{O
z9uk6P??w=}+4WQ7LuQJn#)r!ycxpVd-G@n<uy(hf5g#;DkN$4d3PX~8!tvPzT_q2+
zyP-bXUDkr5Hr^SZI8%@QiOdA;{tExX=zk@@cE{*1G2gd3pLVBEd(j08e0LPyM?BQa
zOJ~<mdtUb4W*v|kq6_R15Jw+8Ild#mE<n#l#45k?)v#MXK|Qa06_P$8CIz*={qFcq
zAxDq=|5Fqp`&fd*x`6%m_*qGUF7ShdpbLCQ5YYwluEbUH{zDZyD48B}`K@zltMDw*
z_c8wW*S@DzKC^&F5{C7IWbJwXvirez5&gg>_(tl7eqh+Z{h*Aj4_kNp?eWsHbVn%7
znxG@3@Go?Plv(*W0Ca?D%Y4hr%2j~F^cGe1nX>n)p)dRH^tPX+7QO7d%gU5SayKZ`
zPC%TJ>iE0|DtcSa%EuK1`lOaor&jr5)V}4uGNI1!zvaGiNqvY_L7kzouEEwqntnZm
zIzxFiKF6174V1XB9+9ex_md>fdD1eHX~=~7iyyc{KlU+^3!yrn=U=GK=XG_Kk+W*3
z=&*5>d#d#-e9QA0Uqk<I$eo22&nl!A|KE_>)>5etM%6+Au^FmftLSSjb8l3eRYMh7
zay3=tW@1uMMW*SRm@nk$Q8jtBucx(5g2U?2uS;%`Bp6jkB?P1DFhRmc)p_cjp;2{F
z7P--=`a}|jjjDiF=<F=*T@O>6nBLVUcvJGgs4{H8sFL*&YRF}&4^{JiZ;z_)nG3o>
z>};nS#Lg~gR25tATa-`pUs>;~?yWsrSsQ$b*4@lUPOI^W0^(?4CvP$+C*_ItR-2vA
zprViV#HvT8FDhMP@Z-IneDdkAHCB&}zA{MxVqH+5$j}v8Lr4$xi888EixtJy4~sMD
z5v!9;iYV$QHtf>IA;qm0vQSu$X|DNZND}mzhb06(rZYjpd(42@qQ?x8MQ+q%o|J^F
zP-%BDd7oCOpW1wm&b{FbY-eghv)9-}og^Rh8p96s8d+mbd#PUKOIP!bCEa;RK9;$l
z*R14Ua2_l3>ov3(`_=3)IO~6*wLS<@Tn!z&s2HAY+AS4hr(x}o5PY{_%WPGun7^Nw
z_Fc62O7fnb&HJwE>OXI%MJ0Ve<Yrem$_!+V@O8-%Un@8#Avp7Y^20Wr3w=J@{#wD8
z63=N%_2W68{VfP2E`OM<Z_Au!LOXFOzXfrQYK*@H@sVWY_~=-v5Ni4;S;S}lOJ+M2
zT#A38f=gxRGc55G)8KJKZ&T5`=mi})<EhB1E~5Ndjayi?nWr;EJ>U3yMN0sxx@xwp
z>O1u(BK+B0-*uCML~d4f3Nw&ZT}^UCRo^EeZdGSy+g1I5#3Mu8p2S^k)I_18AI;Vk
z?Ps!lD*C=`UD3@Xn@~kdbx_eM#G5O69FwCbkLO>g=<x+s^mj9cMytICeUr_K#^IhF
zS5hstfe!bmoI}12)<UTV_ve^-0zwZ2q_l0tx#oU!RejEF`m)7;1ciPfU_GhHABtG3
zN?rEFDctHm96@zRQ+d~B>s$SXBz8b+viSh>Y;`KmcPpO|h*G|He6`i2R;9~Yl31S*
zn5El34krX~+v0l`iKEOvlc>GE1ck3ftYNTh^=zq{d)eYI3C5+b{ayXbRi1}VEx~%+
zxcEa-W&Y-WE_x2Jce*M2)1oB^!se*UU(t8o_7`hB+^Qpq5Gt!RM~BL4Nem9f1|)<-
zWgedj{KyAq_*`-ZV?{jiXV%9#i-7DcaW2&`qoSb~;#Y<!+_^9y9J=z<WKltHwK+O1
zi3hKql?p-m5w`LpBnAP|84?2JDPO?KU;8toxMz;e2+z8a4S@^6GDL_NoWUP97!U+2
z@#K{Oh9UGEs$&Qrh^@l^w5OdCb95Nanxjv|z9)4?3!Ws1(}FeC?7D$xtgj>y4#a*g
zAy5Thj4;4Z<&uzn(v^)<vBl?x_nv5ixUx^3>G+^kO%mZ`>_b$O{P>m8`V*eWDC3!{
z55~sN#lp-JttR|I?MbHMOsvs+v9*<hK?}}Sf&T_;P!r%t>_coNT+c(S1zgWVb0dBH
zTKaaLCm)AX_EU;<4KWO0H#1N`XbW}4_m;kP@q&PB=Q43FoQrqdTyf>%<p{FHE*Y*{
zY>S|H&85IWD7dK;k}R`CdL~sMeAzgadz-&wtf42j%h<W$POA79zIxh8Nn$uD`h;Z3
zV*dWZNBzX|;G_N|LF}XO(TK4OmOiSV)C)ceAB`wHkLVm{Lq2MO>gn-!S0$IzGV$6K
zpJjO@0WMCImk_M?;s~NG!NrNzU;9Q`4I~xDc)fY5R9t#|v_#<EL@NnFD8I!#eX^tt
zV}x(|lZ|kEQ}#-FUFdWPe?_aFWPnj^KrobU{nnRk5+br*XP%C%*Pf^S6TTHOLGpv{
zW9O;s<->G`ds-k#q5Ir<I$zU$p7u=(Z)5}eR}bA?XDh}^R<Oc=;7bt(1O|+D4Zss3
z$0Zl&eq^3HkPxOj=7rBBDRjRWru!HFs{0YG`w__sx*HJOl`tUC{cTrw<oefFNq;JO
zzUYw9zwCTF2`e$E{5lc>18UC?Retsz>2)hIK|%coa~m<o#86hUf&m5uU5Gvtkz%L^
zBTAEcoSWeu#JQO}sjKv%?+C@s)00B%JUuBqB_&|k3?YafHtscvDUu4a!t)YBdNj2R
z2z1DrubuM{H6hL)^pZ%-1)F41h+Hp4j<ya-0?Y%{YjH!u7-^`fee?B1u-lfkJ|qhh
zf#D}G5lD~Y7>dggB!g#yvfa7UU?%v5^}tN<i#lD-@5?8_vGnLrOYMFwqnPUOk8f<`
zyfD9%|9Pv#0?~P}n~IhYdf}rJ`?u>>O$o+v)jJlb(@E)VJq!5BhB!5}da%9ai=b*k
zR7H{-T5TnU54C!lsN7n9TB`0URnvM{VsUP^iMoELzpb~D&AsI4e(kNNB^7iSVsoD$
zG2l*LA_;MyC9&W>1l&E9_<yMjR+TOnE6qmTCoBk`WmXsU-=$|6NvxN`MHXNiB&L~d
zEELns-UU3(R8kv@`D-O4Fj!7AMWu3>X7F)~w<Xy9xWx$xrorw!a<#yI<VvFP$Q52q
z!1jT@?_qz};*g}$FI`Cp`u$ac&`_gVz)-_?Exbx}7I>P!7idrOw=54&6DMimX=0Vy
z>`xn1krBef?B$})425w+OyOY+rtmNZ1fR7qAQ;*IM;eni@m%G$wJ$(@MQzC!uR2Jj
zU}iglXfyFyizg%joJlVU!DlTD2t;;Q+JUuG+JTWcc$4X}EW}L<iKAK_ZRJV=c$2%R
zlK7Jrk+rf+X>YRF7B)=_^L(Z4#OExGhJ{O!z00u_E`<bPad{W30GILs|AI^TKt(Pt
z71+ts++asHL%@zsn&NX7i}^ez*j)~>yBxvpt4TTsJEgoopX)E%>H14mPs|^pa_o1B
zybFoDv-axsVB-$nKgf*X$!%hOF^N<C?yZ-$RykP=ab|;@J3!n*dBdfSEC5GSYoT^y
zsS<;;`Gj$AxU`aJ_B38X<A8n*`hVz#%VUxZ{JY!yhe{0b&-B>ralvJr#DYDQbJ*j8
zi;@)JJlE#DT4JC%VcZKYTO=B+3GJ|E&2hoyn4|*xcWn0OB?jyX<KA-lTB5<8(2~8l
z<>FZ+S{XwAvW1k87ziN@uDT>h4EPhq;g4%BjU)xQ-m^%zX)}odSHig0TslfLSQFY|
zjW#X8S6l{4GVt$f^M6)iz@IR<;xa{Iz?w1qgp<=<aJ?l*l7aP7oAoA%0c*n0^_F{7
zjV^skTe~G1{0Z&w$NiQMB?VZYwpo8JF<?y?d~D;o#DFVfq}I6L616zI8H+5|6@I(K
zfHh%47hJ5G5)J-@cKG9#OMb)Gh+EOkmhubjn=O)9PuAC!zS%+~_7vTTMe;wLn=Sm?
zj9kVsv7ESn6fQ^S3ogFrpI~*B+9Q0qtIwzyHMUEzuA1H0e{bQ(i9q!#=eyT>LXvVM
z)6+`@`p~3>k8L2DIb<=SnWdm0W=SX=Urgl|A6%WT7T&2UpG_^HaQh`aI=!#^WejiE
z#rg`&1QsJTe@Mu+ufR+dAbka9wuHDVjj4;p6&O>XCHabbFsm0E_h43q)Uofu7{%Os
zFx#a9ID@`VLZDLCe;$eUEY|m640>Gua3$IIU<^sP2Xm$%-RyfXMhQH@baylVD3A4x
zR0R(&;3CX*33e;(o5lJfj8Q6=FTxaBLT%&BXhwnh_xT5zV%#rpl#M8bi!danTTA~%
zvlO0Na%;lA2qW#Xzo9|Nfhbk7wSSt~j!tsm2`eb2B2w)W5c$E3#!GZkp!`D4zr?C<
z+xp|ZotLN%UHl0u=UQf|q=%`bIlekDFWE~|1#|JKj2;q<@r6%i^k1Ssl`&AFksau}
zL}Uj>EYaD4&P?WvCwv*h+hd7N40MwmLWu#X4OTuKh%F}u7BD$hJc@r|0i~9NFQ6Wx
zvB)38Kw{uRrhl?o$w&;W?MSyV^Q3fC@&*C1(*YQFdATc!sY}Pxp0*AP3LUXKM9NV*
zz`JjWUUeYQb}@qNW0wqm)eyzYqP<JPH$jvSi01YzuChA&OX=;9ET%o|THOKS;H;1t
zxOFL24z@!vOSvC3PuR=q$Od00^>dQ~Wx1p?M4Y6+0jsnGV-r(bLU_4d^iG1X73%a$
z{+eokTH1E2xg??i*V-Fcs`oGfi9xuhtAt<=^UzWqW_yG&ViOa?|F*l6{^|vB#U{q!
zicO3GK@PxxU`OF2oj632x>N_*@bFT$R0pchuvMQSG1z{smJq1EVkrVW9{SktIDg&v
zwM=kB3y3)^Fqp#v1A;&g9$zxRFylpG21j~Qmg<etolEsbsrpjAFS{zWMaz9f5U1rD
zshqljzScjI2z#^tlMv{E@V^0u9>3XgzjEbbgI05y=vt6ljUbNPG?lfimCs6*M7&AU
zRcODy6vH}%TArV8&z(#&_@(d5mhv>fZ#=wSZCS`-1b>X)i>;OH{aObaoKK}x_YS5$
zz)vs@W=U`~gIOaun!(HRaWpvB)Z^ohF{;f#|J-~W&9@B$(W=gq{z=vp!!}N)KQAHl
z(Az%Mvjcrh>}3h&bt28WFcjb6Td+(d2DU|zzGjjlIdDQ!an#?Wanl1=Bq1b!W|G2l
zNwraX^OuEtE_ydETGf5pf2Vd@vV?Y8<Cf_dj_b6nm#L!Rw934!C$BbR(uynpaQaH=
zeAY|4uPmu39x9LL;*RHXUuUW=!S0+N|FVwZ7^M)yxzxByLsc(2{TbDM%A!)LRqjKU
zRbDcI`^%6JL>tlxLY<ka!hN2pyQG2>dH7}R{~neYq#2%;knCWfjq0_`KPY|#gN5rT
z!~YHq0gBIii6vZz!4j^+fZ$yw1Hz+~K2cS59t|OU5~CAUO6Xyx^->?`zSh=#t;E0q
z?w1gDfb^CfX`fbTz|@y@n&BW*6l6x=zCam|ZH2)cRu~X=Jb0JMfWnehrX`zO23AH(
zy<o$Swhcc@49`DmOpYIqMzH$o`U?L&ia+S#bqpxJ{00Ufl18l24hCyjU_g*;Fd)$W
znyEe7A#Xsl;Z_C<cKS7Jpd>wB0Q5@?+M%<ApdC7?Qmg&GkQH73)e2$`D-7na!hq-r
zfFEZvz%ZpL%hX-U(@9lb@26+KPL_%CWWq%D(4KS#2fb-8>nUle)ElE|5kd55a+436
zB^BnRjS@mCHMI-~w0RZUU|v|XT+a(67BkXWSsY?NlwwC)-%A3745>RHWEe3FJ>O`n
zF&ABNWqzn-deU@7WPLg^+US*-j-)qp?8bCN;xHXe<?f2<s7em~!gN$6=Z4eK+*voA
zjw-6zvuOp~nAthK3n__)0<xXvq*flQg8=Eb0o$rxdDO%_A9-4;1A8d7fbV4Vi=gZs
zNr`V|WJORu7fFeg^uh?rc?RXMZFW{cYK~gGFQ=essiL~jrK6?iCRt3+P4#lZ=cc`^
z1Lmf;b3$`dO2T~%mebNbQdc*PeL{e@)4Qf6J=VJdq%fs?E+OcRmk2_GfXu*@a_MxF
zXRW^_72LreIocikAu*UzVsk~~VqID?S1+l{GDf)Lx4En_s}NWC0fQ_2fC0h1%>89L
zC0hm<BkxykrW92#=!x?Flp_+@ZKPhX;l5mL!+jD1m)284V8f%iI*FQ?tEZO7{?!)Z
z4qFWFu*HBNg>69C3~w{ijkgD60#evYY6R`)+S<>R7;I`bNC>oF7pDEDf7PD2Lwkce
zv^OA_R}2WWpY3YzB(aBCpG&o1!bRJJixPtd_*Ft+!cSo){Qj>d5O<hhaEA#71d|G-
zv6C$W3_Cv2c6feLG~UVcY->}>bDcX_&~r(H@cQ1TG~_w?)O3aD`WQ@&38Dv+JELSu
zD$FSDBm^^x0f8#5SLlsZ;}v>3A(@y?M#-{}IYP=DZOxDbm`<n<V>*c(f74dz4Acv@
zun}6A=TmJgGEjyO!9*hck7F(-5)y=oB$3++6Uly71{2Bt75PjgU?-!lU`Lr7y!dyV
z3xmyx5StSbY@E!~t6Tg#A|GDczGkbxx+mr<Q7Lxj=?4MQ@2!2cLT8>n7Z?i9bR9z<
zjg6+yCXL-r@w>t+MVlk@WRP>~7g{MZPZeYV#N*>u>Y#a|#2{!+7&r6ONTLxmCp3cQ
zrRo2n%u{<w2L5eq{*Ouw_!Gtr$`6!i@F%pxAE~EFk^-!=Y}Rum2CNC=rk-*n8mtNJ
zunwi3-jGya|GLfou*85pVcgWyhY}6;gqG|@>gm6d7DBGtLjIH(2q6qoPf@Ex8-qV#
z9R5f>Rg)CpT6vXj)cO(wu7q(@PkxC8YeGA$-PBVTNe2F%Z2o;D2K)(w)YEW@0c*x^
z636K;NIlJvWMDnbX1zpWz?v|4S#6!ffHh$p*2p>?loa5)*XDXkV!)L!$U0q+7;t5b
zR2W&OUnLn>|7f$mb+u?GuqKS#!DA&F{0Z&wM~orAp&OocDzehfI!R)^guAdpXPt<|
zUbqEVB>&UNI`MBaDqe_*<#O(la5p0B)Iw^XU)HGu5$LQ_M@fnZ`TeU!guL5oopFM4
zSbss`h>X*q5*ZJulIQ#bye(GiJkwxiEOpJ0l91RL@_F-$s^=Mh8`a?tIxji9Td<h=
zete*WYJSE)Ts8Sy?|1P8+gMqc76kT5ml3OV{;5QrU?+&T3@PsGYjai`S*Prfa(33q
zC<f&Ue@q{GT_wdL>$E{aTt!x`R*gULw=@eN?c|EG(@uscq@CU@NI5(0WRyVKY0L%x
zw;t;wsf(L-x*)->iXW}kX(yvpE~lNY<y#<z37wCAj8Lc7Hfy3P&t6eZ)w2RcRp-zA
zwM_-w?|*pLP}4hmHYk9E6e*BYGLUALg4zp81}0i%B1++dB~)r?DLU_MsO|aEKhmmM
zV1big`kR{t+%L|jM3m||U~aT$wYvM~j61>#@wZ9b_Op{^vNZ}RPgL*T>W#1bv&^1{
zJlW7K!6>!#s=uPzHSnPf>j^0t$(&vSA~R;)*655`k(CP9*_K`PSN4uxqxN3)*H0Qt
zg-o~bG_#RIt-IhWl4TPm*iDvAU!#*{GbI`c=oi(2BIz;#y>N|An2lyq#~tW|*~B$E
zVK!cJ2_?*=Mp&ply+$X@-e7Vp)OPYOtoL@V319DJkW=A=*-Jn87nl`|Tp4`?CRz=>
z=I>>_FQro*_p$_loN?VQtrX?U2CBcW`^Q*U1yaWiu4s!9$Np@MNSArnl6Fp?=9$Fv
zw@Hdg;iO;)GcT_R-{If!v%iks*GpnODIC@99tR(bL|Gz>#lF7YT2=fPf6Ii+EJ8N+
zF(FgW0pqqbnQo;>g^?)xK7k&Vrq$>eHlEz=)}}?QhLQ@q{B{z8O+sse(9)Dl!7d;7
zXZlGh8se?Jz1OPCJ<{T%B?4Q_=OhICvuD@pP5wB>h)sSy{<qz$bl!}ZVqex<^1!~#
zfFN&XK(G($wN`J8yRQ{_v#pX9G|wY4{$NR-#9(Xrj)Xw<x7O;sS+=@dDZOs|Q6{*d
z1;iW{7|gR%GZKx8!p0J5Gn0<D_Zx*3oHl!8t=`?WUaNO^_pQ}C%9vM37pI4!;i3ql
z8&2;iId67{q{5D}l7v7J<jo8)SEr|<%Df}JJ_40duY_b{XW2^ffb13_+4yKlcS(S>
z8EVi@n?*Fd=V8dwiL=hG+!n4}B+iWPiyfgH4UYBLU}jS%;KW%rHyIpGHtPh3ll@9Q
z4hM;|SsgkSrz<1r3-j?h33bwIsi-;~`&+LX*70?kH3Cvdo&Ka+<Lxx^N_(sW0-;^b
z9&IXI&Ks|Y)Y-WR(hp5iq|UBKP<?MwxyiF)>qHO1YWUW5`eXpfh5s_t=DxGzm2m%6
zt3=aimDC`;lKzf7E(6M9+LPtJq9c^9Cre`C@MOvBcp|H!QW~b)*|QyNgY;=DrBQB}
z(k~5wPdoqLD)4F9s(tQ5MXaWh0Pd`lgrH|;5=2|(1}%q3DmaCK>$FoCC@~0HPLdEf
zg$e7lKYM{O!W$&>zYTvzT;UB2uJC6D#0^>+U^umYq!>s0o>(UWmb;}+(0_-m{|<?P
zQ#&mo(Er3b9k5)qP6sUCXNnuzLEK@7!5wxO5Ckj@2uyh0H30$3qOX!X$8$mZ!msMu
zFDx;bO%fyo+E;kh)V?xP+)#Vs4($!@(B6O`U}-?0y@zy@4M4YUhFP7YS}>u5Z9)f$
zK?C%Y5SZ{pm<a>^)db=W6AbP!!GO2{O9Ko$+6g;&UU_Vto>wy0Y2SYTIz6v!l<Hyx
zy-E;0g4{^uK}m&qWv_%FQfWY-!>(7g%vWCx$;5o}jVue9SES6**58r<kxJ^kh*U-n
zx<4qxmL3dvf3<~OafM+LF`Nb_5$S#$Q!$B<5KJPAc!XdQslT3nVG^mo{sxmstXee7
zUrwF+%3oO3E0+G4+WS;mT>f*)9IG|+bjAZV3M~XgPba*Po2u?lNiU{96W>cv=u=;h
zuGhZ3>v}P#JR3na0%WOt)ys1W|EIr#xMd9e!V_s!9urM=M9~>x5|9mB7eTh#CBr0R
z7{eW@3rR5VnLCq=ec4==(DO@Refa!xlI3E4IkP@AzoaB|VX&N9GNgVum~l};+=Cfk
zNiYp*JLGV2y*`*>l)}LbXD&jsl(0UL<uMl(*&x~#y}A%VbOpF)GO9`{xRQho+8ZWF
z4CbOn5&~Cp?*^WW232H)aDr!88DlCUrtlyJQ+N;qf>Rj=1OvAMsl-mO+y-$XW3bc)
znh&rwA0RPsg3n6`G|$?g{dk)VdKQ}euO<+8m|$>+2?m6nAdX}hP?*uzH3KuzPN@|v
z*k)U>O=2(;os<w*a4gJ%)BkD#afby4cUWLRFcTRNXurkP-aU>{WTWV0Fu}V~cOS3B
zpb;ua2uvuq(QJfxrnq50BJME3;0_ZEh~8N6c?<&#JN^-N@Jv)@gPs)%ZP2sAEgSSq
z)I+L^@zaeUdi=OE(QrwHnP{klU?wsk&|%O<EwkIkkW9=(OJrHdTqtFZw(=waW+Ljq
zn2C%rm))G+0@$c0qII^cg{~}2M25$}L?oS+V<{#gl2Jdiabj8SVVH+LXEiVneZDcD
zc?jHOv>4nd+k|Y{H7*P`*F$WsN3e0SWlJ+Cto7=P=`rd*ndyu2$(v2@m|n#b6Saw$
z+OwFQH!CebI&T)WN$1Uq2uvY0A$BNUIeA#+eUXljJJWkhs~(J1;~z|KZQUto^(Tsq
z(%d0xZjx!VG+6-qp2nMW#-)wKAPYbkH;vX+qLBq4G_n8<>HncL+EbDY{0H0ovm^%m
z3FBrNW=b^p6WZaAG}>B80oE&R)~`zpSQExgqaBiHuqL#_I+RBHL{fqMS)2V;i2-}U
zxM{TCBpU1qE!m4STB-lI9YHTmV*aD6zp}(Y2w{*$t0OVY-xH%UXQrpBo@4GU?b)Qi
zRn$TfLHnT1xRb<yF=5<H+G7$8?m>e)niluC#z;ztc*YhnO=2K|Fi55;i2?U#BDo`<
zmM1B}eS^(?uf%{mVUSNdCNbbnQ?RHRq}0BYL|}Z`X8fbXfH7f^QuE}AW&-2O24hqT
zXVp~QdFeQb2*z=Fc1Btj2V=sxUA>V+Gj}hcoeqO#VSa<ySQgSXu3DSygqkGQD?;uR
z{DC4OvDbmUStS3{NvQE}Gjd*&iRJ3B5Cfd0Hv$j1#?@bHpI<`lX(G@GwGomO3AJH)
zBB3@uPbbu%92R6yI3l6e|LOEMy#4cZE-jmRN;UgPA*a_hiBt23r~hm%lwjn|awLRS
z1NI_zVV=&L?fa*4Bh}%8Z$QY=7Pk!EZU*i3JR^g)HKdZAK{JZE_qGm81&~2IDIu;(
zhx7EsEu#Q3Xs#$bgJy_A2JNeYl(REvMhRrl(w|Fz%47X5b#XIjp3R~cXce=&MSJpe
z0?jCt%L%mDg6RF@(}$Qs+$>p*h(gGc{hp@=WTk&(mI|u}I}>GCl{X>%JG1SOgStF1
zy|>j-isB8Wb-#pUl?~*1TW!`kr&^oTxk>4Dy?r;UwAtzLs`xjlrIH2^xjAxrG6UHq
z+enV|bX#4O^-#N~tsxSub51X$ck@0=(%wnC(;6eu7%k6i7NceIW{eiAFO%7$MQxsv
z{)l(TW}R+&QZfjoo1`*W>GUM7d_QXqlVhc`mVaTvw03j&f~gOUJ5D#9n3g`%tW%_$
za$ZdDXYH4Qv$GoaiWY$FSudsE?Xk`Xke>P8Cq4LOwv(#rE9v&jY(GR$eXFUwCpYV`
z>~28;b53jy-!VTpi-OSz#!6!C8n^4Fjf1B_TB+=7WIQ&@39oT8H%mCdB4m5MA!LfQ
zQVlNYI7ozGOEl?)Pp#RDwR+RjOX%Fv9g-9q;3g8ni|L}t1fliX33cF5x_u|>K}m!S
zOeS3!;RH>l#9$BBUqY~f>GPV7#SUbQ*tjI{znvb0<M6~48yABsHZBGPxg`UF{lfjE
z6K{aqyrwt6c$h6$ssq)R*{Uy-80@`Xmk_A_+H2T*dB&;CZIoNu&IC8KfSAJqgE=fP
zAlQ20RW<_*GZqUoc<a^jHN6c=eob$K8oZ{rUVlh!(Q>~M#A!MEPF9I6qHkd56)hop
z3mDrt*)qVaho`8@-ec#Mesx7-2i8dPfarS(;)u4dWwnt+$S<K5?fg;#YcCt$b06gC
z{8BSl_Ptv|W@ATYbYbkF<gjptB6eiss3UNGX&lRfhZ)B@!NZK(l8=W$eyP>U^u_sj
zm^)XcPqma`6K9p?3J5KP#txFZq#h?`)0<<(nohMg2{KjxbTCsJiwx76Eg~BDwj|`$
zoadlPiooB62&(fY6;_4_{{0d``ahEtD?P&uZpqbK!rfV=_3264ok?Qt&Sq}Wu|L<H
z#c!pWhC8di6|>fY|E4uaSk1~vmo{5!htS{MT+s1mZs@Op1iMR=ySM7lpHT{-ze+Dv
zX(-lFXo{R!sWDb9$q7F20SV#mT&x2@bS1b!z`>FVo@BsQ?F0u%41$2qO9(tk)>iEV
zCo@L4km~$zIS#zU6)wc!3KwEP5Ct?K@E(0hCw79psbWI+vUW*zp!#-O_3aV^CwNLi
zCiHC9#<Nw&pB8S_LBRKz;D#0ub68+7hXn?NoezS51{79ob*(@U@V3`Qr+@*4Ue|SB
zNMbMn#Y+h4zWnPU3ocLg*R99|H#C5l!vKSMsohNzqYd8w^R==J66k&lX(n3$H?kg(
z1z|vY+ko~GgBIv3Auyn~YXCkM*`FzHXaRAD1qOFCfdSF}pF@BK7<RN3cJMsZYpb4z
zI&6hQ_Ow&OK2EQvs&p)Kx3xj4j1jbsAbJG3VZZ~D3X{<u2_a>gS_TAq?0j9zUH7_>
z+grtau6MkU_NA0I+WJefMF5aGF9Lv(!|nIibp-GiTg;bQjJMrZ{T!&_E->FnpXC^d
z`G$mGzFEj41oKV3ZS)KCO}%Xe%{L<tr_au3zG?kV`b4W0mv@{Y(oW3<#C~jm9uKn@
zddG5BM5(`zq`zqO6l8jt+ija(=5|q@Z)ur3yJG(i)~E=o;oEfR;01|6=zuT?cFdC)
zL=6bTQ3H?7`P%PoJ6Ibf6@n7$Y|gtR2Al~4&POB$oC$+?L>DUiW^!h%VLW%Q&Q#P)
zQ{nl8?<P_t^mxvSqH52E)F?e^$+CLVO5YYfX<cItFlqg^O>ec<ZA`75(3!z<)(T2Z
z^+O1I`;W73*)Cekc?f}CN9KU3(=<g?&X|-U)?bnXCZV#jFgkT<f@m8tgz&;!ZAk?`
zQggd@gf%4we#9ps@FS_)^(2(e7~wyDV{ME{h`7Rk7+m2$3<#chGawkU)wW~EdP=LR
zKha@D+_EXLT`yZlNv&Y#2!d!k@x<E<NdPY~O+xU*n*o8y7i^IuOp#cwZk6RBa&t%|
zRqbf&h$Mi&c!0F!XWk-f=B@48UmUar(oWT}(NjYI#zh;Wh2b}3uW>Af-ymV|8xOD=
z@Ed>fFZhi=x98(Gz)r@+z>Xs9NF5a0;joF~UtklpBb<$sI=FTzeOo>WgR7U*t9fFo
zF$3HG*a?HX1V|?gs_oDTgUSL!r*OXubXKP}rFT)gzepc!r3<9a5E$g#0q9A%z_~{8
z+dEY9-|Dd*k_F&FI_}WEskg+ygAm5e5IiN(a3h3<8@ZqUAIcECB+0;kip_tK#DG6x
z+_33di3Wc{JN%I$*e@x-dbiE`gv5X~VcZPCClU?Tgmzf7>UiVrXGsP2*KPKN-f){s
zfjwc|3_&T0275wF_98=2Thc;E%{O%Qr$`Kh5C$2777_#ggmL)eqD>D;0j`hOTn9-E
zxDv)q4~&s$uqL#_8jXtFz&uF?{<CfVD<lT|34`1~p2UDPWBA^R(_fGnI3mfw`YoIF
z8HoXF!eB=GQewcGFb->E1^$*4;QEKn)!G@}mV`l8pn}AJD`TX>xM*{)Bm?WDow@}B
z5(9+^<96`&5)J-@cKBl+&Tr@%^DyNFf;;TIfF#xvZ-pH?FF+*rbUT(s@;{xt0RJ|l
zn|>yilW;r(oVAgg7nmru&o3`9od|SZV5TIsPuF|y3f!YkJy@ui{#eDrojNxF1u;WH
z>4@AwiJXz{ZnK=qDikQ<ow!q{3SMO~QuFar?!RBVu{KM3<PhGF5LyP<IfTtSbq?V~
zxo6!Rg4V_|gt|F|6FZF@!ts!<b`HTP=H?JCNd=HY_*z0-l`ienIRv8sV&|?XJBMJ1
zLJr}UT?Hs-=Man%$RTWw4(#+;rFY4$u_dLF!sBlhB-mB4^e&x5FiPce65;Lw3;b3*
zFvb+)W)XZ5rI1A+F}Q1Eh;i@QbciU0yEaq`cWsPPxNGxRfdvkf4m38E;|j0jR=Az4
zkkv;=*wTkRqK5pC5~WVX2Bw?+1$m2Aae?ak+RQ8|8p(^7Bm~Ke7k267MR12&8W*VV
zUA0S{j0@CDT1%AX$X>=}<@lH?nYnq34HE3;Ew+&$&Rgt|Xyh%n?h<*6gS&LzVil9w
zBU$GyHtf=Qi*=GgC~qN^!7^(Zapk<l=S+^(+86u_%d9VUg)g(llM~>)Mc#pq(JFNy
z?M60K42(Bx7a5Ep@qvNXUs46^_kI@;T2xg^dqDO4BE5$y5l=V1Vk!lOTV-~WbjJ_E
z&zIb-j~QCK^?C<!z`G;J5?wNQbwd;{$f9?fyQ@ZeCnf2$L;p#)bsT&nvKbv&8g^0-
z@8))|tm^*aPfUnrux#pIgn1&R@t9N=JE?syw9_e#1@VD$Dy@1T#_A!7u!nj^La@*u
zP7rO0dr@YNq{1F*=5D=*nkg{|CasYW?4eff)_bT|7$f#j5A(mBeuZoXam60W;EFwz
z0YNsyfM7%O66wTYq^Y}gAP+ChU6ATP_4Bss=OqT)zyC=HRR3YOj)U#mts{9qF~to{
zAnq{1;0_ZE2*OCXD`S9R#~EP<hmj`l*5RDtyLDWD7<Dp!eIa=dDdTiwv|R&&=(f`#
zB)%)tR#IVe*iu4tJd5)g1{jJo-=hUL*b@?r-Qm-c0oCapx6Qu==WbQ@108A?8yeCA
zw`QhFYHSs`Hu*a<4|8oA9bnQPy;YoGOCIV<Mk>STz}VBt;oumLEg}iQ7I7B~fz#Q=
zioogY+LMpdao(6KrDpvVD5lm|3{+654FgZ+<9X<{xtFXD47)fVeM&;;QJ+<+UYS5i
zm9TP!r8Xr8rdi)g0yv(p_GriRIX&gY8!f!=Q)sVfSdjhWk|CQ>F`U9vPF>Cm>bHWt
z4l{VMdm~7bOj39<sXD6hvpuFKi&A)O?*A@PVl;l`iWpTQjb7YCu2z=S-tAp#M*3Kt
z@NQjM3wXC)d$o7_EiKR>;WMrf>D`XY8glQ<^p{4^(>_;3&Hnd_kIs8Y0(iD@5`xh&
zh9ERL$TIiN%pyqz_b`92_H6Sd1}Tb762k7mv)-;r{)AQ@V})zz#s4-sH*tn*FgU|C
z7!dc~i~;5mNuN)mR!&hJ?wu3u*{i)AK2~!@ss=MYv(5NSV&LWePeNeEZ`usJ#CB+}
z_H=(S)eX%d2{6Zy0CNlouFn_{SaQ*@1SyMq_K`@(pTUT_`*d5>l^D!2_els`b+dii
zRXYZ>Vu~9YK-^(~!5sz|5S&{!AaIU%k#0QO%(B}7H)zI5wP3<%+l0{)gLarBAuwT9
zm<jX#)db=`Y<H82(UKJ`FvP*f<Ha8X3^Se)X3%8gnXcO<t7$dvVZ+*{1iYj6>iOo3
zl!6iU0YUVLa#I%HNh-`YUrPv576t@re7R4@KR-~J&jjrFC&|Th6T4sZ3&<@=kdWNb
zR-z=p3`3m&!AN5e1`ahTL-}T6kLTm6;x}%BmfRn*6w{31O)$+!zvRfqG((aw%^c$K
zf@$Uv)&|qeBm482X24GF#KDdtd5A>z<HBImKg6bg1RIJ(PVgru6ipm(>*PYWOmC!4
zA0Jp%mFyZA6N~Q`+k*(4f19Lo-)J82{x)g*<*ot0hkmH+P01JQ4tR<s452?y4;WnT
zmRrWo17zCM1Kupk|4IaIz*m!q>ek6Bb9A%23XwQ<x>{UA^~n^vhD~SgdZ?O@28xdd
zQAjGiw-8Hu4Y-~EM9rW-CHT)m{<Dn#B+jHi_~QHy{)G>Zx12@4@a^fj{0pB=t~Q%~
z;S;)B_!qv4S~Z(~)#N|3_zyneIKIzZ`iT#v6<I*P@G+a~ihkjx{KiY@7asOr%fIlp
z^SEX73lFB&%b{O*p6&uaM1ogNy76^%JZx~3f8mmQE??)wCD8!iL&0?(51+IwvMH1P
zw%Sa8a3XCx|H1*LnVhRf?mwOL1xTn=;2;blJTLG{9^1g5_!l+_@ACXd6RH|^Jbrvp
zZcM7of$DVIUM*CI9)ZQy8g4YybPjde*OFVutQ3$!YUs(*)wU1q87St7&5;NmFI)HP
zuCR5#-4zJHU7^;1olLr&{)D;$Lqc5vr~xEMWgUtcUz8b>TKB05Kac4$H|wt3RNmzK
zqEzL5&7)Q96M-kJ&zT*R{M1(Rl7JLaRmb;!P}S=b_{)-T{Q;F_eFJMuFgANr`UT#K
zDSN=>YX{d81V{(h%O23d^-=;;NbO6YZ;qxv5`0X>{2A<O-6N1XxNeYhZPh=3;JTW9
zEaO$HrKHD_tl0q_8hl7%5E>*5Vwt@q22nx6AS#$n{||-L$4WA=e%5CFlEi>DVce+W
zB8k5IPHI1o%N|kn*CYWrZ#tlc9ZhW%EfHW$2sfyHLZYEKp&i8$g#AiVfb-|J&Ob{G
zSQ7?8*g^;0##7+R7!JZZ)iFCWm~O>OGO)h=psIh8l$Ho^Cd7e`!NyjK#DFtl49;!m
zG<(#_lw{!C?x4y&ogZgHpq~FTw^?0lkSquGgm&0t^_*Yd$$lu9Q@8=uhWg~?F_kSz
zq8G{50hQ}duCMm*2qvp;Pc$ytnyK|7c?pZ;e>%}!{%yv9>NBxiIu~bvGw85%&dF%o
z(aMq9Qw-=)@2dwFj15$?Hb?}bKd&6r(VwLGV@i3qQRTjq+`xh=SjRRvpgc#C>#6qR
z0<U{>4(d?tJIqC@u}rYFzr=A;fb^F*&PWKYlk8~h$%8r?J7_{+n<W{EPj7s8P)9iL
zQ<q;&NlExNB;O9d8pRNP-S~Xq6YFm&al)01aaNH-qP|=m{ywM%P7d5-7C^lA_IwKz
zBF^f<yygk2(xgBWmG$4|F=knWZe2C)(5<0nsc$mA@YXw2fMLb-6;`7J3|n?Jqk$Ea
zS|OzRe^)b_Sgj=()*+-CJfxe=)yK+*I|aMTs=vO?nBeVRkW$6-DTa7*!<PaRJl0St
z9wFOH(*q5xQ4;Ld`OrhE#}65m@+pNV^os?SD&hB4HB04k6nbfa1){EJ3@{6z%3i*n
z;j=bHltPt}a)H@_7tK;(jan+7+TbSI-XS~C*kipdIlHeooseMEMowP&XwM=2ij!H0
z!qK9ym(54s^|Q&Nt?wjDtd+kZh@Q=`>rG0`c+I-)O|$E__7-|m@3aa@jAt`>&3FmH
zHl_TVI-XaFF=B^hcnZYxi0kFXP0A{N-wHLYh7pViU3DLwvCkP1yvJ%0fzEhS@963i
zS)JrM@hxvsUb59af|nN6%^DJcc`{7Ou$z&BeWOuVIO`^vW7D<npNwS7pySq`AJwe8
zHCGa&@#~fGMuia{NU3H*uvxl=8jH7{f6-v(6N^>G1P59>!uYlJZnfKVtHfaId0ax!
zrbokS;UrVsux*JuwQaKXWdtw6P_uTkeu=>R7$)Vnn~{RLHf*3BZep}#etmMVjLJ)F
zU&S)$;I%8fW%hMF)tH2vxt@)psOQaYJqIQPS6TirR;|6MZ|Px^Dlw?yP7;DD&V0-4
z&JQug4XU_|=Pg~sPe!mJv8ds(5tz|oLdM^O5LB>XL10_6#AwNzD!74Vkko%6_^_2L
zX+rMYBt+dBMNzjYRC9J84is;;+Il;TRcr4-yKWCk4C?k{2|?YS4Kw>wrno`f#xi$w
z-yb7*5eAi8_-)Z~AjR{x*@8uw;@_m8b`2Y{+c!6B7p`K+^k5Ckq~nLP_PO<hv0g7D
zW1{y+J9T+Ru(FjZRiyfF?M;4LcgSRkL8Y~q5SY_8%$&>{nnT}#A^TBheIr<rSk&35
z2+W8uA){|X2&&Am05L5Cf;y`_C)mR>!01~Is1l@q{Iq<t#nykMYN)IAZ>!Ba8^=dW
zM0W3{^c{tAm8)5AN-*l{K$t0S-_R8PXb4H*3RBn42BN&Q6$TpuqOQJ=5O6h2zz;Vg
z0F|{~@<L@9kW!6;aq1rx^jQWNmGz3KEY3FlaY!e9zB#00Vpk5S&EKa4%;orj_8Bj!
zi=PBCR8q%`qUz6&Qp%VF*t74i+N`R#<zbZ*Os%12T+(&GIojA3huyJ-<;k~nXJc<5
z-WxcqHdjcguXi1by!3nv?K*~Cq*M$ED(+o!P}O@nqnxU<FHkb62Qe}CMDD7#hF&0L
z2st`gx@2FVrPW)4Pd9HOmsWS`lD#BJ?k3-0Ym|gwX*Gf%w6r4KDg0Sc)jJ)i;hlO|
zWjAbAOJ$u7+-}W~MLgf7%rJLTyhgHKlr*eMtZPLrt;-9Cb(4%Ztf~%4_QgjKJmvDx
z0ZyE!G)&;IV;NZ;w(5mcoeB?C^Da58Cj2+0cH9!?g!tnD{)I5+0TMeWInDZ%V>ozC
zXBq9mes0uT-QOkS4&{3*@Nh)qH>ONh`-<MPhgFs5n^v*Ty9(~t;g*jC#Hq#fsFZl`
z>HK;??T0f+M>Kw%N;({{l767_1vUO%TFdu^2;KOL4$~gwCkYN~{5rbibxDH8FZzz#
zVHFzxR)V;Vzo1C-D&E`QQ3uupn_3Byn3{cry0pA}Y(8yYK@zemrQN1Y(yGL%+@AwM
z@2&5IH@%Jbx-3M~8wQ~1Wo3k#{_^jos(J5vM>qXl%n41O$-mI_nIty<rvLR=U|d+M
z9}hfOxE~c&mn&x9uF}3vxy>5jYNy-1OdkOW>Cx`bQWd?u-pOa^mwPOudZ^(`oD9Sy
zjVA^LHGF+tXO9aRy5aXemeJjsB*9?~f3Ge%L6V^17fJ{kem+6mhS#J1m3PFb-zbX|
zFzR2GG+`~@Q0uZrxBUEwmbdY9To$6`4GWNKkhS4x{`dQV>fT*;!|!57X!y(g3k`oc
zzlOiwS9|?d>g1W$ac1k|ywfKi2D)2+xO(X}w|<cj9Cf<>PAK-3;?*9$iu&P9ps2UR
z5%%y2YRLK4QAwqbgtv83f*9eZA0==1<Wo7ObAn;+$)~DE^vS1c5{=kb<s%~YRp*F~
zeU)G`C-#LK+vSen<WqDRmw~SQdbRH_Raz>8sxGQ>D+jBqoY&*(#NE$DP|fZ67pl4a
zk$lG2=^+`@d2;QMe+}QR{<+w?h1Jj1z^>-r5>o&7l=a>oM<S{@(K{A3d}mS?k(&c)
zBr}k)yk3$cRqj%2vV@>sPkz{@bD>#BC}Xj>QB^Bj;!&|PWW_Gg6&o{_$?S@yjFPue
z3pMnwloH;_cJ)ql*@)_u>Y#c@it63XMNqwa_!p{oPkz;V`SZZnX3b`g%2;fD<ciew
z8S|ci;B@{@m3}RCkoCQQ>zhK~kd1sH{!10`(n<^GE^a+aS~xur(Pqz4eb(d4Bl>QR
z!Jl2q7e^FDjhCw(-_WtaD=&{JYe^CvH9jtyG!6k{oF2Q2rQv+Vy+?Tf#i?=QG7=NM
zU{z&{o|L-ldpP{ga;j7or^il~dzRiLeI)pl%F4<pYo$m6oUiC0A#jZC2%@cUPmT?g
zR9JQQJ*syoeI*7t{qYilrSfw}b);zmW5h=5UjDZ;E_oH@>8o;MgB2}<Db~RT1P8|q
z2$sOTNhR7ZczUT)rGiNc=f<{6WuW*LTk$OtgRRxO5(35FIjVPx^N#A!)p4dM$bbWx
zl$VD325YEqK(Ob*p)mst8}dRn)GtpbMEFy1-tI?rQoWrbSkT-0sLtb;e3z7QdL~*f
zh9J7-+;d|!Bo*@bRV4(v;EiPi%({3gsbQ5!Ud+3C2SIX?$8RgkLvE{(T$~i^B?*wn
z=lbK5V)t_W84dm@%SfTb<G^Swt(BJMY0bu_s8c0NN145rC&SXR|7)Ash1BqpAf)l<
zu^@Pnd8`b)$h>#+ane}-j{7Sx%XB5zvom&D8x1@7WY{_h*}piglR9-<aFD8!nKHq8
zQ{vcBcqnIDNuTA4_q;34g?$o1dDfuB(XgK)h^`q#NIb$rS;s^_fQKr2Ona!^?`jVv
z)kbaYdRKcW->t#g+Cxba?V(n^>rOhtL*2vD;GvovQzaK?v`*N?no8%iMyj6eYrfnH
zN)_Rku8r>6T<38++!`#dez@X`vHX$>&Z)D6psRHv2z7BX0M6;!BPk=Trz91|_~2vO
zISrN=9R8XjAsFM6j%nvKjWJ?uH{pNFzUn2e*rgj>F}w{3?x!0NjO>A=6Gt=p9TNw>
z_DOZ1`Yv1bT@nNL^nrvx_0z|+ds=!-yQhzs;)W&=_sqn`6{969SYU|5SuX<u3wF2`
z40}A~4K+R~h;Rt&tv*Z&-pR2MOaWDnlOm35f~pC}O;zt;iW{k_I@Ax=WQMGsT3%m^
zg1hPv->qE;!kQ`HJ;97n#p2p|XQ=@cJaVsA5Oq0FqM=~FFa-zwtAfPPQr+qYOIi;|
zZm3QJqJ1piH8;S+8U<%SX%5#saZJYsIvvx_HuIQv@_CXqM!-gb=n>!^)_O})!O0(x
z5K^G2WkArLdyngRWuwY&Laugyql9P=^`tMFK5l&{i$m-;QtW8Ub3(K*d^~kRoYjgP
zH-8=1r-A>l<$Ytw!$~b;=wrJhorq&FPHK@HxcH^qhvDKIur6@%4Ner~;`3h1sHx6Y
zp*W+Fe?@$2Ox56XRy)HWe&D2)fY60=d_IjAQh&#07gPJ|1aDJ0r5~SU^%i7$8QJrM
zcE8<7o5Hk&8(KZs-g+*AY}5&T^5jK{!GQ?E;N;0diQy9qo>9uvA{bOTZ<LDiI_yi1
z?$_ShEJ-m5Y_!?$lNhik4A>u+7_g`3Qyuo6Zu~oS!K%{bN*gu7o$nDfn~p`O<n0+X
z)cxyefh#HW^wI1@zSGA~EEChmpC?q69U18fk1#||A1$O>Slgbe-Da{?_$1LeKBd=+
zCN))u@%^e;mITv4w~rtcKB=EaF-qZil#+FVdn}JE#Z!%nZ>v2FI(s6a*~}C6Eb~jN
z-c}1)1g<)GQqM9$iGh20SVG`lI-kTWQ==PW;P>Wxoj0zto}>8apKP@;-4J_BHwJrn
z7XyNu=mrFX+fT~zbkme7f|HAz?+G5X=19F@!%W+TnG!=bB&%8tf{U%S5)4CDoz#we
z2)!D{+1zy@g9a2}2Z?|kh6vbUKq$D~$uc0Y<E1b=>Lv&KTNk8Su;aXK$9aiCTl^>?
zFyUI52|xd<3B(;H7~Elk0YUyU=8rxUD3wBC#~EP<JN(8cwZl(5sU3celiJ~@oD$s}
zov|T7bZ5jX0qrCKe0?hk!7Bj<1matq(&8GP3W<ZGA1=#6+^~>1nqNj+(<A{LJ+(X>
zePoZFd`dg|iMFs|t}u9cW7NUR%dzfQ2`^7V;N^#KMZ(MPW<}uTcc03~%Y&UfI|X)h
z_z&#p>_P7C)S7YiIo%9)M?&n5M6kQGU&qDiapAmt&M?ky7CajBnWz{04C7S+(q|Yy
zJEhMsUJw|%9NfUyS)JS&?5d*f3qEfBBak|%Zjf`^|9wiFVJv%E^bolEQm6GyQcYsu
z>Inl^UteNy_Kh$&`xZn051nCbEy=*Th0VH)#DFzn+%t@QBpUn)?eNDT#_^H@tjE}_
zXGjcK6UIHoxJ07Cn$QkwoMPN6DZo0<W_?g%z?v{P#du0$z?Ct4iqWYMoMQY&l7aP?
zHtSy{2CNB#V~n@HC)x+B31hIvF~&-g46G}>r<?I^i2-ZExaSy~NHq8p+To9LjQRB+
zoMZHm()t{uB+(Q0xl^GD+djw0)OxP&$0GTk&N)W@Z3Z3x=3XqP@sDM<#x&l)OK^-e
zNNSJBWAU!ReubYQu<Cwsb`7<>Yw$MfSxJTX<B0b}VE6g=^yPHug-H{-^5yhk;~J{x
zTY)NS{KbqCDt$p0Y%@oA2fe3H%*|)cQqKWW6b^gc*)3SuV=a|%+&y0<A?{LRDK*Zc
z!F$aDSZWOVtBsaUhx16Pvv|R=yc4sU*H)Fk$T;rZ^PX{Fa5s}e!NNL$V3fsy!FgY1
zT((Y1mN*G{MnYWuPQIs4LK+2drskUh3nYI{=j)6DI4S4qc3VEW;rOHH{Q|6s%BO^T
z{4w@@Q9<tU$BGgRlW>+V_I=%$u0ApOaCeVCCKaSqiO6Ex>G<P9j}?%T-II^4B-pLv
z!29~-V`M3ue0-$9QaJf&l*;9kkAn&<fRm3#0r%wN_=r-dEmAIfP;k0wQdoPIj;shJ
zPChEh***EVT!K*>eE7|)-q%MT%~E{y(QUA}d<5d?;~vQqE0UcA(UYKi^zp2uBFU}2
zAH1(u;~z*2jy`@bAy@%keP73XeqfA<LP&q2Kl(>p>F9@j^s&eXqLVTs&j)Jrixg_c
z$;WcxSZ|pR^jg{bfnF<@XNsE;muw}4^U{(YwbCWRGbN)9Ap-X{PV+i4f;S@ri&>+h
zu$VO<h+5#_qX7;beC#bXLEB&3+c7#?*7asSk7ty|TJ$uv6mLyV&?pX_dz===uC;ga
z2f9HgOAMCuFG~m-bV*n(<S@kzYnr&@5Y)B^UWCEHp2HECH^ZbHxfv;_Yr_WAwE=Mt
zJ{n*+>2IYPA&+Ajgs5l(f{LC<HE35f4nCIrQ1o968tX${$CkvPj%!E=>iCWi&7O8A
zQxsIkn{(33cs|rsoEE`~#G;DtkHEAE6Vl-(grJ5E3p^|QiP4fb4n7(rIQaOKq;c!k
zAVl375Y%lksyU}_`QW1pW7XO_*RI>S5`((kAR(yRbzx?2Vv2(57H6`FJNoaN5xfY4
z%Kb0`^In*gGdCjzwQJab{%b(sD{%7B0HdO2yA>6A^3nPzyhj%ONcYI15`$W+A|a@?
zgpbS~c?VP6u-1q>YAq##7hzCqts*cj!lbmh87ZhW!v@rv0YR<d?4tojt=&r1Abljx
zK4wYXFn*u2YwJ0QaSuPvmta)coG@e5zZyd#P-Pn<co7Cww%5RX+N_QGU>oJVa1Y&?
zmiFI_ob0t36{96H)R|$Mdj!$|qt2ccb;co<ci-1BkDc%9n8)__^$|#8L5&39*HxO`
zt;Q`5_BI#l?&-(!XK?z_s(429R~&&XCm>j+?0!#uza$v%Eqz9xgTk5uM<6|?Rm-Kp
zI^KTosZ!ON-JMjAikh1!cX?D(FOSLy?&9EMLkY$aD7R#yE_sh6!4ard5`u+Q3xd$X
ziZpf)K6X7LjzD#nMQ{WvVufTqB5800%GIT|)}^yLy^j(MvpbiL^0qjmPryYGWw?CA
zIVi&n#CT+tIO-3{4OaI)c}5?Ady*L;#xsY1A!Ia%q?!ld29VKxGy14XwVKsX7smLK
zRLNbz@@iJCX5}I}fqe>c-5Grfa=ojmeHw19fY>?}QcKGWtms{lUoW78u;tbM#la%c
zy+_S+cG%n}Dyns>f>zRgVpmYdxLa50Dj`uEihN6g!#YM?UGktLLB}{JA?O$%5yb5n
zI28HK8GR`7zmnKJ6dBnszLkVw{i2>$<tyDUa(?d|?TP3XHqHAk8__KcBhW2mg*eK0
zUq{{IPrF<E$&An~?l|joi#yKd(=Ff;%GYm}s7?&)R8{5uI{QvFqkgm7!@30@lWa_!
z#4*WKW*pk(^8x8(0dchYb3J*7d(Of;l$G9r3iBbL>E%`C(qNqRWUrxNonzUCU`$d6
zVp&k<xJTD(10hu$oP1D%!#YO;U9zJjLFec%A?O@^2;z1QeQ@&Gv#!@r2`6<br2vO9
zMsj2|VqIU*NUQP8S#^47O3*{i!w01!@Q=GJM5i#6N2ib#;V3<QGj)pTXSJ`G&WzA0
zUgKZz6|WW8DXRRZOSGE3p-C~-qj9r1bysdHyL+VVplsk9vn!Md>m#L7Qq<5b!M@hJ
zuEO@Iw8H{I*~JvP)?VdAu%7~}{i)4{Tb~IEomjj;wfuEjTXp)Bb2{yh2%29s4OQLc
zZ__%K7I;*^IYRT<v>H2twe-mksfdmQ9y}Y01g69xu!gf~RnAcjA$6B{PCKhwZv+z)
z&ans?P<vCz)V*&UpG~XB#ht<7yb=8X$H50%btDcaKblJjx?PYU)a}Rs_gGp_NyQ5y
z%32<{6pXjJNd%5043`jI3VDX9%+G0=lFqOGjAX1>IVSSI?ZBcA1av#6Q$Pl1tWOLG
zj;0w9UYdBivaF!@p>ul2i=$~9q()Hw6|MX$5`m@fehGo{^r3cE9&4;==X7}CAXDAY
zh*xYQ3<)s8fM8*Y18N2smaKLyp*5E00sf~wwFl4Xb(a5}PG#MCUbHyc&`S{AhVB8i
z3X%%>tT+jQE;yiOfU)3<J+Bvd-t!^BNNNQn0|@qo1mlF-Ly`bVEv`d8p_a&X=rsI+
zUj8zk^E#*1-j?NaWg(|!bX_<d+5a7Lk%S@{$Z1Vu8E`t&SPwXzY3B=?iDv)Q9Z#8+
z<Q2oMs>-q8)A@LrGsl8ctQCe?e1_p=0V$;FU(t!Dhn4SvX7t6(<iJ$x4MCy3%<Jd%
z@rBLj#hJC!5oE_*G8|a@CW7Kim%=@*=J{B33Zy;$a><arFm&ebl1HC-VV`y4eG0YV
zJgp?rK5NnWe0|oPEDb&@>0|A)_B_(8K|&tuDt*=xsXUIXB}+ZYT`l0FeqGe1_k*$e
zv|0m60H4)XLeTA65kwo{o>uECsj!KA{A0c4eOzL2TJ1Rr!T#;pk9Fj79Am^-PvU<&
z{T2ZN;)+eE!4+fOfZ(*60m0DfNjmZV^U;sRX|=6V9jKmXtDYw@a9Kwr1ggLNvEHp`
zf2`fryG(II6No!ZFt}%@W+X;S<~XfplJJeojjjcJTFtuU6B6glKT!TpTlqf?ZjYxu
zZk3g^P`>mhrt;;O;)co-_g-5A6%AEA{nJd{;obN=n`J10CivYo0D%*nYilbtgB2}5
z(Y>do#Gna!N(iiYG|Y;}{?!WNjwUd;qZb(v?WOsMn*oL$%}GJ(N}flR=l^)V-PWd*
z_u-G>xjn5k4Bts;@v)vZR!g-pj8+gt4<q-;+fGS^X=9s&kU~u@0|H&Pe4=NJ6`$xC
zgJfdHxGc*;<^?HpwDpT5z>GoN7{?$YN8bNF(No3`wy+CYn5Ts{7MJ=A?}2GUx**3~
zOdBK!(?&LTQ%oDRKBZrnHfnvE&$Iz{GW`m6bcO)zC?bQS5MGWegI%K#yG9Z0=qQB!
zMA_eTZE$*W=!voz)$&?!Xe=%h+M^0$uG^1OU3VU*B7lCU%+F$)(x1@dR166{PL&AU
z0K6piH!YI+oidWC-zmG)=P_hbGsn*}{I+~|inc|M4Y2t296Zt!;LCrwpn95r;i6(M
zzGZ}~YuEV~E;RMvs}#6%bDV$Ss>Uil!Hgr(&G=XrPPd)oeD;L~{I@i3B@y^p!N0Kk
zzlT@7*zO(VUszQy;#q~}D*Xx=R~2dau-bgF$bD+?`Tlq4r?v|H5*%VZ&6R_C9Q3Jv
z4{WG_6jCMbtI}NMwe?q0>7z4lQ~qCrKUtDOA6QxWTX2&Jb|2kZZSc$NS31qwC_wta
z%IZ(`ft6f=anC+hQP(PE->UvwI^$9G&wxOtbx@G$qbo*19<&EO6-QUjN_tHGAAG9M
zJY10&oOvJ&j;{P9F*xo(7#w#vMgI>SU5U9MDlqrSK&IycIICUNGNQaxsbE^{f;hBN
zOBMlVLOYysXeB5qps!DJwK_-)SQExQw9;Lo!J5zxYaCj6MpA(F(>CkL67&CzU3XyA
z#q#&Qp(fvige24i5;}z55(orBa(5x21w?uYod5y~77!^GR8WbO)n_Bm#<PN`;IqNA
zckt=YCrT4V6r_kEMc_B{+3($V_U?lG1DBcE*_qkd**3dhuqF(WR#r<4xH5*5RsyC#
z(#o@vtnB5yfGO;MO9VJ?*rRh+K9Cr2CXB%uIV<}m8HC=wM<raB+cicaz?l$k%F20(
z275vW*kjTc$#0g%<UL;F9cuoSRj!#lWzy`4YpC<24^2q2CAFUaJ+xcT{|1f9&sO{F
zylRD9P*43b_R=r@GmyQ)zs)U_?My5ugpV*F&>!7bxY{$T02r@ub>E9uxOzwg5>~SI
zB4H(QWE5@bREGkyN~T}Erqs7r-%5m7n6kaITffLPt47`%R{Om=w_!MQlp?heRX8tl
zjT0dKBG*(2q4|N64m)nIevzw2n?6?sJMlzYvJ`J~-LzNdaE#P%b1e)?;=Ije6hjUN
z-sZYT){TsmbrRxAbI)F#kzy3UVdsX31)_*B^ldJqERq>qF`c)$3^9?MvaKS;oVU4*
z5^i$J7g8!WIc1jwLp!8feBm^pD-W&L=qb)pgS(rYa<n3$oVU4TF(*0YihaTj-Q<*N
z5)6R`-P$+Cvrp%ygcs7^hN!3zQd5jV<@hv2MfAu_G3edQl$@|aFx3_NbY_ZCDx@);
zH@T!0WM;}$lCztcGFF0N3S_2SwNGcJn58%~#ceI;QLeBGReaOD4fb`CG3tBbR9-9l
zW(judyKbLOLpMvA_0@^s9ms@vNb<y_^Z|nCG1bk4*&?Z^=0a=pKD{E?EHTK0`9wmn
zBKUBhUQd3;7_pu)f)n3tBrl?4KqnFA$1pxrC!Ga4Z-AW&L!aEI5^87X5ECSgpT4}>
zGVQqi!qFkHu4uH~FbtEj->4&<3I0YSENu)kVQFJPu(UxQi~$bj!Q@Fnf-P^G#GD9Y
zK(HFwNLESC?n71y<iX@sU+ZzM1*o|XXSJ}Wg>WylChb@I$MsB!kq9jJ7D)(fwZOE<
zVkW4_BG@xv-uxKY+E7-WNh+aV-WdDIP=xiES;vOUsRL%8Bw4}i2E<K?F~ArlK9WUY
za{gkBZ4gr0MiawEuy_ect1XU%m}4P~3a!KYb>BHGF)(kX??YYD^S$A4RhZzC<|XDZ
zZ%QaD&tYxeHlYZsRj`h-M!nnCznm({PWP;DXkPMl?-m9C*)WEN$c8DFwYz3D2$2nA
zKw#HHu3b49=DHA0h1NCSvt3hSBm!n#AtCVEJAx`BR@}`5mozK!hFKpAV?`KbD7+Mg
z*<@Do%H>o7x4lNPg4-GpL<?lX7+@G_Hq|M*yYU3rVaXOz{3lqfzWtNLz+@LC1Sb2-
z)W&n*?@UI_VY1px8Jy43sfa}wn5;!8#?w?Sot4*d-R^p}wcm;3tuCh`n9a}vW-}l#
z8&Y8mFwFLYX*OiSjFZyAT%!)?jyp<X+)S8x63jNE<DW2fuKQbcs2135Whgs~FtFRh
zp%~9U!Yg|8aw>w|40T{P1LCH`7+|)WXE@i}L9OqWkzhSXLky?HJWUNZB$r1Vd=g;Y
zKAjO`%ysBdu%qV6z|Dg>eL%kg)_R^^R3ioElu#M-lZAWLTetK`u}&P&DKMB!AO(h2
zI_@iA8GFSmU^RXSU6Z*pGUqL?lcFAx43k79gFcL7ZMUTJ@>YT*!LfD=3BlZ|DM4s%
zMY1CqCc9~VQ!DESKGx2)drE3L*1k>+7@AkxHYQ0tfZE+9A<nj4S)Avry8fWIAe;Vx
z!)-C~bO;(r9(c3O5FfjH(i8!)vxm_eOGQ8EgY6<_g5ABj{0p0fbE!s7f|<o@TW3WQ
zd;n}oSd%+hFL(T)vtI6!Vxiq{7m$DugYvtlSWAD1(C&EqOE<am_Sd6S-du*e#&TZp
zx<yo>oBZ>U^u+Ju5**Ux&VyRzk_1h@RYK6@FB8OVa-_L@@Pkfs`BW0SX)fU{{*fdM
zX>sQrtM{B1e>tqh9fB7n545-;Jz88^A|Ul&t8<!I-#RV+Ei*xjdwvYGIK5<3L5pXO
z&s!GK;+)V@hl+}XmU_%7Fg&2mYY9j|jGgOpQmlj@BeZ#Ke)cQS=6Lq29hI-B&7H@)
z5=9jvd!@4khqSr#lvW2xf;KOZ5VX0MAa0v0bo1dq>TW(pQeUc@kCcQgOHJ2vGj-Rx
zN+sNz*T?cw3s4G+=;aQ+k7R*1H>Bq_Pm-2!q^3jM`-U{OX8fqT`3&ZQMla)E=;mdS
z8l7_8LV~*c($~{c6mI3%Cj}%*l^mPUO|38NoS}MOLj%gH(!7>d`H#W<wjP#_>dwnw
zZ~Z7<{`wCwGMjrVvzFUhkBPbzUjAzE-MF4=<6ZaGQEg`CwXoke2xjKpYVG_{{WLSL
zwf$d-;Y~Lce{Wt#_4&}K=<sc~-9PGWx3{=ZVB4+6)p?Vx_sN*&v-;WZNOr-`AWHer
z2wQ*DpFzC9<gook{sr4#jAVOy2<({I*8;Y8-T<p}kjl$$W+zEV@5-4)YJ5rOdTjrp
zR*i#Urf*@jp-*XDo7cQudn#xeycx5S22YT@VemoT>uRa?=dzls<6}D~s)y(0RaXNO
zM>e#(NK#zZ+tz$Q=O9%*i@xCX>b$(>cCIAE_Giz76>NVN9Yj0Cw&5a9J4C6p&j++)
zzDX+Wy1W#t%R${F9VOpjlSmEFB+aNY{xaoECP$OZ;$LWzSqCG;KzcmvE>+ZNX1dzf
zpsXpsja5y3n&M3|n+Xq!-7ZBy?^q@vbep&BaD0&@KDe(sl=;!!Lw;oJVL_|YD;^+O
z`H``;Dt#S24uL0pUJj$$q^Yd62lW#^Mx7kM){uo_@*Y!57UebZINRcqNN<ZT624Lk
zJK{*?`j+cMTEqePjq}Xd8U{;OSuEvppBXzW!ARx$HI=?2M9+-5CqytpvVBOBB1__m
zpQw_6vm+#*CmOAho7q)gQt<?zzKoafWL}D0TOyFz)lNb%wQsG;H&CELW>*Ksisj=0
z7AVmDvFTC!Cw;_iaK=>IfFQHWfMAwQPkwEnIG^y7$n2UbC4%r1weS-q0&BU25(43G
z(843LEB`0GU$*FPm6+%#VblO63<%a)$m}w}&}6);31@c2@t;m+*ZG5by>RxRKBC_y
zrA8aRK@i=BZf4h4k_t!kJ0%3NAhXK=Ll$~GBv|<yKLsntS^Zy<2`WDmtQ^^035SG-
z;jEtR$k|=tjURhRpVdbn(zEh2Ze>XCGW-`4G1(^qI^$rSD#1B@KFfz7l+S`72<0D&
z5QGA6k7cMuWqH%g(1Qoa#u$pwz-*6@kn%3{09o3Syb^Wfe6EwuHBS=Ygl^6uoz6A$
zkVxlRDap29*{j&&QX!k`aY+C^>s<;ro9p#3vaK!|4)&zPFxQMjI&d|5Ag@&*a7iK^
zxUM|p4ss%Jeb4nFaQ$*fzdkmDAu?uNB}GCi*KZPna5Z+9Z=kRoULQMVQ1M4Ns{Tx@
zjYw6AAmrtwf}79PNK#=dqQTGDicl+G*NbGNa%D;~bo9<@`x|+)Qo1oh1gKwFj$nYw
z&r0(AjQA8}$GtlE2d8fZ|3KHN&upD#f1RI2_SS4E0R)|)1+`~L48qc_5&~(LGTWX}
zrTu=^A?fx@ip{U46L)N37~Bz(3<%P<3<%ViW~zY{uGgeg&|r(B!4`?ZsIWsqmX4=O
zNv8Z?{H^@N8}b{xA-@4Z7()t|0frJUnM$~6TvdM&t_4k^e$o3^Q4)i;s4pSh7FL~K
zbTV3?EmE1HLKot;Anwq`;Er#dNai{sa~79D$EsLYkbImF7;vc%pUs<K50<5&#sEi+
z0TP1-nJOVrV^WA3)0yIuY7lp*VQ@#27!c^uzFp(Ws>{;y1hs8u&p6v4fJQ}HBTpSw
z{4Nc2{M4o=84boClk`;5;P{IK_ULv*=9UpBFe1o^6NnEyB6#|#^!M^w)au8sh5=zK
zYls11>n{}z2=r3fo#t48?YBjn$=*Aq4KWw}R6yu)+uk>J3!R3!&z0?~Kd#jNNfgi%
z(gS2vnvh!i@PBuH@hj0_%OP*?FFI=TlV23IJu_-1#~7S?Wj3%rAdB*+&?pI`hX~rS
zhe>M$?c~Gy&9A*&R0i#jBro^PuT(A>h`{cfUri;L+|EgINIk3%Ta8k9h@(bg<FM&z
zz%H?NJ;@Gp)O-oS6eE`)+6<WA9OoCoMo21n|Iov_6AzUbbmCbO0`D(9tWRENGe&rQ
zGXEWn|J-?rE4<#|3a>XHcnHjZz|99A)~S}cs(2r{Is3Dfb6C&go-(BRBfqE`0koQU
zYwC50#|&<(gy5|y1A-b~c4~awtPzv91F}3UyDwNJS$2VaS`uLLwv2@Ru}2>}+%Uh>
zv03jvxz-7%LfYgGsOZVjzwv&o(ZJ}k(%%9aV-iP|VG_5D#Xz6UI6}YBXETmO=(Aua
zvxUHpvfjXs4oWE5vUxI}cY|A2kXu$5w>gw5$Dd<(dULO6)!>7?NU3~yd#ae3INic|
zduoIL=~TYrBS_`5`%4VotfeXAc-1>2zlw_S_nBZ{EeWv6CyPLxSw}<?->s4!Q^O@k
zbQ0fv5`!!-!XSxny~H2^j4((5yNUh}Ch@&0$-w$$hxPjs1J;Cb-=F$QqQRfg0sctk
zJ1Qx_`WJ`wUlIe>gmF{(qJMRbt-p6k=m2Y^@->zeVBPRnZIBKU1J;B=Dqk;&fxwL6
zRK9>gkjgh)l7aP=4(llr1J;DW`&08I2CNBVutqN5-I5Hf?{ru{C^2A77&n>kUlI-e
zgbwh>oIjHPAenCtnOY|Eb%<`793#z7xyB8wf+N9U#L4C3a(V>$nk(l&1G#+s+uZP)
z#l&)ODP%xk6xseA^{els3VL7bp6gPB`L(sxo5TB5R|DQ0oKWc?k&1_@4#|?(==$N;
z3O2faqxRr0Z$e}Q^f^bibl98M&|`h~tIqMObTmZNZzOxXzoQ?ciebW_3SDz1*ohM2
zj)5^p^<z{<0gQox7nhxVs<GMmBh^!*`o!5rogr^iwLWTO0%io|b>5~j$|7M7Z&T$+
z;gAXFlMq+joTEAu&?tZ$kKq*-z}r+t0c4E1vN>;48L}b$Z%#$pIB!!KCEWDCWl|J3
z{qHUbhDyk3TXs~ptt*f7HkHBMP5*nOBB7kOsbn!H{coeJ*-ii3D#5OeHy+jbf8nK&
z|MyXarH}w<lq%;0!0#$7fDAyRfSUn$G^`Y?MZ)22Dx*|Ldpd7ZNkhmCz$(W?-*7Vk
z<0Kf?Kn7ryV>$!SEX5glZi6{*Q-xKiGXR@O#%=~+TM2gSYj#XeO3hMceRcJbkx?Hq
z0Q*Uvm@V}s2u;vvKz1_#r%EcSxzL(;OwU6nN(?dpZ;}wqLvK9h+$dv=n1{-+rLVve
zS4w_xQUKS6F(R~^0{CPY`mtlq4JsnzhhsNfW__9Vn_;|kRio|C!!VzO)Uxw(YQgN<
zuoY(41_WzLqyZY>U>e{_DN3;UZIhVO01XJ{%j2oFaMzApCHNjzo#Vo*(Wptsb)zOp
z3>Ft{Bm|Ax>UhxD$QxsVOSUaBM`DXNj1^&!*m6}EW{6t}T6Fm3)B;-@D!|qT#LfLP
zz!(=6NHJh%<o+3iNK!K(uyX<#(6KYJ{~irtRcJlvnD{}7fr(#|5SVyVi1x2A#U*V_
z++pKS!gvt|Hr^eE*%eaD-pi>4Ha2vCjSUEL01XIo06iy6w{t$TY7oM_1_b84UznGZ
z0GoxdDzqA%&>q}KVqo5E34wXDP6Ry|&efACE@@uk4)YEP<3$*lcTyOpB&3!pms1PO
zYv=&;8W4mF<N+FB7^)$eLH2he5%57NBl^8^tfnLeR(nB0V6|sM^x5>c`Ve<m?fo!b
zgn`xm7l!#Nq?TQmQwywS=m4u35LgXqfCd;=TN7e6<N?<B&2-m7E9N)tV=)rr<^eX5
zU^ba2U6u97cV1E`bH=7-Om#_TqiSHb9-;hL0GO?RD26_16JFE6%c%*bGZcd942YWv
zXn@&to@%;cWCD(%L54E{M;_A$UVV=_H(`(IR6t`A5_lYIjk!p0^8q*frr*VSS}MzX
z2uV*02&ODFy;9qk71p=Pf76*lm|!3)aLy6^FxJ<<>W8u3qO#_i&Yhb%&s#kv*o$1i
zcO)1|LT*XtF{<s71W7{wlMu|Zz9I<CvNC8f#a{$PlF*^wbdu1olG;rY3Y#w3zeqwP
z3AwVg)-%3?Xc*pZw!R{_;Y6V@nlB_9BnlZC@cvVhv_{a_>1CrDTjze$i9+X?3wEH=
zPtq^!XQiJE-Ou`l*7?q(Sa*aqxswl=byDX8c4t0;B`KP`tAGThh<{{seXGOC2u&X0
z6)f!l&MR00iCslr;JjtkNz^FP1Fw|e5HE0^l`57b@PcU)0xy_M5Z4Qk9(cn^ogTPI
z61(Yv;ZCqX5{5W|^IFq&YU!Z-KGtMv4buS}`~=AY4qylm2atvcn!a7LlE&7GliC4R
zFc&z$CjJEn*c8bD0?%JHufDc=;3`V_`@P$%IUVx5gg6DK41PfDM9SbtQd+phdjb-a
z?X4Ci^{wsNEs|v<AlV{6f)(%$Jc6~Ccvj>a&Qn%zi)uw0;SUlV;v3HEQ~M<eeB-o)
zz&HLNi0d0VLR9-55kj3EnvWaDmkJKizl+`z;ul#uI8;$3!}2>IIQ$Xj8xGBHQZV?2
zAv}CT8X{=_<HPDUw(9?`eWN}L1K-HyU+|6G-y;ME_=fQc)}j!P2)=kVQYy%PU|%I6
zbIW=SSKDgjjmA58;?=9Ul8Uz_J+s&j{jBM~>y2V0Ox+nqbz6`MTadCcC_RmI<$NiA
z_=*m&Hf3C&9AhxyoyX$egFBBslCkNCbg37Z5C>RWRQag<6orScrZH6RGY*mb+-#}0
zB)Is2UjGQyyZvi@V(r%@6%L`kln^-GPJ)orkt%MY)G<kg`Ql+x;=`=^_F;*^5p2{S
zByk{QW4?IBAA0d$nK5F*vxUn#dzO0fPh4@aNHWF6A_+i_lu<9{AC!4Qo~+vc^S+vD
zX=%RmX~t|R4J6O}Lrb11F_`HNln_YX?+?8`sPl*3PAI;l2K?3gKlCY@!5s4_1A-|i
zGNcSJrl6fkKAyP$_&erMbpI>ZLwAySX3&duzw3jwHBw%*T^T`i+qnr+|B_TVUVB19
zAPN$s3@}9b=O23dR`y4rUL3FOkmXVDr@?xW8}*|k!0{RzkaMHLn|%Kt`gm=RQ`e`#
zx{w-Wcr1>=WCsXni(@dV1E*?rxON1ZI;ZFt0!^J$6$P5`m#?DLibLa&vzft9Sfxh@
zK6nVL19J~JItQQFHUdINX2*LD;ryTR`aLH+gjFCYa4_!4SGjY^ZF@IOtZ(%`C9<c+
zhmnppNs&TzLm1UOlgdq_S`|jR(j-MpGjw2Q>UB!Tv=>I^w+p0FNg||Dd0MEs_vd%i
zhw^Srdxfh+OndW`cp0k~gJn=_B}GFz)q4`c=~U~+<bQ6zEun~C-%1F4@qYx-V!P>6
zrz91kz;CB?6!=YIkV6&or)XA0fogy1_!Y|-5x?H#vPS$Ou2@DHT+#gv2%f_-Ac$bJ
zt2j45OSSLgiMEcM5=m8gQY47q>rX9yFNr}A8!jObf9Rh&h^76hgV@NwRfD)g4TC$>
zFd#^(G9ZW=JxDeVV59;Ps_vB%LHZSr^eZHW2M=}OPCcuE;N>BLKl!(U6JrQ&Foxg;
z1ThcUR0bH*-{DH{W>S4C1%(P<J1TrFF=&8e5&}Jrgy?bNZ}lMV(8J&kJq(DB-JD8g
zfT72iLJ!Wg{h6JskM%!llzv&c)>o(W7}EK)@OJc{4g}HtM~@-p*`w{gk_uypS3*dR
z9<~922z^dt_)v$+C^F#nEvgkG$Q)T3wa${YF0gNt1Q<ccdy$|K-szT})+5Nxx;mQ5
z6|bR)8mJJ%h!Hq2jL47^P#D7qRfJ(Ajav!B$W|5x!^qat5rz@4lgGbcM~5e1N4q_E
z39F2^?!oTeAiH<N*im){zl2q}Md>}eqtwOZ{*6`d=$vTP;rjfW5^<%@8E{a?QhJZ(
zRd24fboZA1BXWCr=!f$R)@NMD$MjF|87zi~XRsJoinpEaq1TxB87!`_I5wkHq;|zE
z%pbg1J^)4Qp$VlA@y$Lwj&p+VO5$SXQoa|4t9l81O$8UY%J~;A`PATac-%Hw#J_NZ
z;7ZOwMM~}moR)=LumV0q$GLtv?<8P%r&$MHePGqUoqu7WSIqN4%)VQ245r~ozkbCQ
zA_+G*uV4LsUBc=m8CB`S&;DpUgSBo^{zTh4Lq%Z5zfS8{ur9JO97vQ(Up#5(x)I(4
z)%xcABeulp%$YkD=l|0LW2@@wCHco=I}6@U(o7El(n&L&&*-F?_7XE@S^h=4SVDM8
zktk`<=7Y}YESYvK@~Wuwx8(1%r^-Uev6y&9XNJs|801(G2B|W)NDR^|2!r&Bac5}t
z(R;N0kfZ?D`yH-NOANRY#!Y3}D$!s~=m2Y^vh0);VEw7XdauNQHDQp-@~gyvD`Pm7
zg#~WatCm`I$FQMxm9uV3>cm6qthPmx#DFznV2ef)1J;BIu*UT1rklKZ>V+*dG?B+Z
z;7o^WUs)Dh2}4;d-Rxl!1FnQIxFYvvjwA!?nGWllB?hbsgWQ{y5(CzRF<2w_<_Sp#
z*5wZC%@PCFgmH6kwo5el6WZXv{=o22_AW^V{{QFjKO`~WPZ;q3=vHrmeM+LipU?sR
zn1n|1dU~C8)#^bXR8gPZ?v0KbawbZBd%HKymZUnXKZ6{C6GX>1@@A@gmwT%f60tK4
zZE}u&@t=Xr9{z3a@eE>OIXP{^fIz%(U+HSetO8)X($(o4Ug_#05y;-@a87?#?)aVF
z1gqCMov{N^Fnb(wM!(E8^}+njR?Blbv!j@~NHLm8w#XY<`B465d$<H6bz;1P&}2oQ
zu0;`{`uqp)D6>TIBl+X)Ya*7ghM&{#c@<?$@vYwRZZuiHy4slO?XT>I^5bknpg>B`
zpVsno$mUT4%k#UX-p-t%h4ZSHQ3zVhD)Sz+ACM9tm#17pTrG%DbzSXkVV0mn+h%Ij
zYHt&JbH&AC*LWM4#gNr9{@T9P)z~%O=JvZ4m)*0*JIO4I^buD*CmqO84>oy!t@kHu
zcVwG589}npmR#js=&_GUQ6MJLX#SMopi!)2=M>Utj8gE0>VF9*H45zNl`}*gzp_Vy
zYFHz?idmtXP*XpwJQ8ZC!fnswKVz0cmdg3_!@JsT!b)*gOcaTy_7{$+n<C}pL2UqB
zWB`raJ!`4C-k}}rULhP()sn%KEdRN8Xp1Ht*OU&ZMQUxJH}9OT+k^kcV*_A4u$Fr1
zVQ;Gt@i-mEZ7?TaO4?o_9cG-Y8gtXp1fdx*jl5V<?s*~qaeINJBEuG1*ZrlJWY<Xy
z(qZnE5MB{@R;rSn`90NoPh$I&GRBHkr4bi!caS*KF`$zYvmuljS4?Mt&Z}6jhN3;M
za9ugp<3z<7F|S=_b(!|gP*zS&qwViQF`m6<B|ltFC0OAY*1`(MfMA7#gct)1SG)I{
zq0#Eh`G3Z!xWb$^c9rv?uFg(po8>q+#(?lbMQ#0<7AQElob#7L)<#AMvqG!+dELCt
zB?b$=-V(xJ%Tu}k6$bCa=u5UQvBoj)aLEWON5bHkcX}wsGsUcA#^qE3gB$Y0;06R4
z8wLa!8+S_qf^oz)2$8X2K-jpRCaS|eT6nT$Ibq|)5Ke{G^NwYoml#;~eF;IwdB;@y
zLngSSZHYN-yEl{-R}0%755;(XH7oh;aw>ss4Gmyh0|IA8x`qLUm7WP&3A+wc-pOBQ
zH@{$dbfMMwf_B2j5<@YDE*5>5*wpSJ!Em5%7xdmwp!er6#U%|!Rls0ZhVdc{3^q9o
zGr_H8f4%Is^)IIq7|hTE1~VWq*wbyYW7KOG{@F~myPpz?4FYU4q>)j0zll5ywoCtr
z7I_azArYVNcWigR#K6rqNeImLysHp`=H|cEh`7USABOQF49vDG4D)qJE#F;EEwG!R
z1MFr%V7IujJyLB03~Q|ov6hh+lyEWB<6<vrkBgNUSgomqz-o;yn$FgoDK6=3#2r@a
z8ODn+u-bqyOi@TJgD$5QSk2G@Rx=>58uEe+Fsv3$W^jD0d>(zqYu;D+ciOi}+2CVK
z9cwL>7&kBI9}*0csSsrz`dekF3YhH0FkXa#$=(jbYzwL7-OH&3CNmV7yE?l?jARar
z)!CKb!8Yh%v723sp;y-YHh-agR+fgvPB|7kB{6P9t8qmovB=_UsrD7BB)6bva6Xg3
z6qj@|ssa{k9>$9>uvk_Yrb|dI-7lvWSj<oaPG&%KNZXs=-ZsE6*-2qC-m;ygJYP|0
z#~1BJ|Al>9`o<4nxN&C8U2$rDY=8a&b6vLd)7)<A`S0^ntkqYjdq?@w?X^-_>@k%I
z2xhvspHnjrP?42as7*C|9c)ZVkwisH)%OqNH?o?XQ#%jmC#nkv^5fb)P36rsv^&ji
zq^ITgh$?iRMClLtJ?s}G7<m$I$tJqwvyudP5^qZgCg|G;LKAcn8<|uWe#~!5UkFdH
z;%%w=AIz_7|4)`c!o;D2^aZ}KnYR6vBxHFKU3r|3CGNa}vX^Mjb=wtc=^I5kVnyK)
zydilYTf$HQyT#HR0gKxQvzk~3Da*z3wW@WHnP9ir_RueEKHDCZ9_8z4|HZqNSnM>T
zWhLL`+xv6=b!M}d{E|N;sxhsYN{$R`U^itRfvpN|@}zVDaRhJ@=TbZo+WdvX`Dsp@
zCuI}cE0(V*9YSA`E9Ku6HNBHW*FaQ-reEhBG1|_N(2$mQa_F)p30j_(fUX{B`GEux
zE&t0DUt?>6M|HSBAJ!Xml-hWzEP@=W&!_roMQHj-k}#y{okY6v9yGmYpenED%~Ct^
z>sA%b?-2Eqe9-)c9^Cv%(j-CaBa?2vN4Nic=7RQrkbj~5AFQzb_ngST!EArpk?y7*
z{4Kw}^`b{TKf{-1za-^?4{Q{WpcKfYdq(>}JK68a=a4d$P%?Ao<f|u^OuKsA^jVW{
zXj??fah&i5Lc*bw`LXRjB;FPIg_BnIoTwgtv39|vN%m(F8sZmDR^7*v1b*?ogupNM
z5=8h#`<=N>t=}BK=zTu3uKlMhLVj^~1ef?-(uBB#lQwtUaf!VVUBV&yPV#|E7%IRe
zq&0$#f!w;vmUfBCR=_1P_!nFv!>TAG96uA$B{p6;uzpk@tCC8;rAI?MpBWi(p|^kp
z#XuTewiO{RymKx;JvbJeJx2{cf*4fP@J`NLPf>>+3vQn88*Go2;E<Mga^^-!614m^
z5`vbWO%S)`kx#kI;(*Y@UM`6d3-&!)H!(uP-zo`18s5o?TVm;0Fk9{H6dns4qM4Ep
z8s5+V4KJ+`v^Wyy);bNpmboAnyvD!K@UK<a@cTX9NU@-I@s%;EeacnwmA)V*YEZkf
z+KEnp{!&Vb$go2|f-=Q#r5xLjwHG8uj0|f3lMf_THG;w6C~s`LpNU;XKG9u|WS@!}
zgFaD1ZCm7vRb!@KSyjF8Q(_ghxRSS}eN>W$_(>1V?XV<)pIA}C)8Qu<i6+EPYSO!h
z>?gG)@umDENfL(mNsbmJK1%z^#fX055d9_Pg`XH2V9FpZ<g|%;tD3io)s$X`t2`(p
znPq{O6!9;3Nf8}p(u^TR&KS6?yWcuEMeToeOmBOj)P(nUGKy2&SqA-bqC~(OoK5{)
z+OjQ4QB!a6`K_rbDt%D@wsuJ<D|<?i)floyodL-z#oxZVTEAgf8#OS-8*j~}=O1Id
zh4!_wC>g%HTK~MKdhNLccKj!^I!!t-_nA${s~7ubtM(_ND%Ip|ahx*r(MYN%w}&^`
z8t|7|)g-HlzeQ<Z+L2rtHGNX2HIu`3kLz1kXjcf~BInnHqFv?fgZqzB`*s#pRRyu$
zh31fp=N1<a?H!{wCVOL4gE+6xeq1WVUCUlCAxn~TH(C#ptb4sUuFA4#eqC1E+aP+1
zGpN2wEg0`@+U|AN1lKNvv@bFvc|P>8<ct>=mt58VTKZI#@O<1tZ-0C5(bmWG&8u$<
zo7<mCG!Cmij8X~1`*&A3tok}iEv@P8Y`@B6fy1gz%X^Qqwv+vL7xuH?lnjE8CrV-9
zGcOX?X8u97PBS^&^bG%ko6=EU_{6rjbJi5KH_5y75>_s@YgQ84!N746(&0?jGgkFV
zVFqqyHK!pk-dkVo`D$!*yH-@j3{YvzMOrsTvL)+2WVe$L820n8iiSmXt5iwN{YTey
zJ6qym+0079vffItY;1ETb1X}3Vs-VYIp?!#c-pBB#Wb+YdC97x_LXGUuv<%hK|@Qq
zVCXcegbh7~$zkZJ{0oMjN=k>VAjr^@)!1)}V$`e@?>y7mfk%O&Rl8L0RrV4o0$V%w
zCIO)qZsOglR&5%7wUkO9n6D;v8+wbZdn>8!-xUqAUl0W~#WR}1b1y4S&-)x`l%8m?
z=RSH575|5C^t#8r`RdbjZ&zDV=;Pn(MRV7}$uH8Yzv2opHtj~!C#kF|-CCsH!(iFa
zH%h^9+S}lj;ddJf;dQrJ=Zn1ZP;`LWo$jS^ssa78>ZKl4?C&Kb<SL$(5DY?p5=3j|
z$?|_^Cs!t60`oC!k0ex9#X}0}+X)hbH0zcUg1w|>l~rz@cV<ckW5kZgZmu@aclkic
zlc36rydg}nRbf<vJZl4jU5dEMG|u~St(eNHY*Im6h0hF^NNFJX7)SCk5`&Gy`4R%j
zuc@r}baLqb=e=!GuK!yN#%K);=Fq@^V6z2j)&>}AjC9q=eYqgls#aMK)PJ)3^|5}h
zq;_tk!}5PiVbNw=2%_7pd_%u3YJJ<>srKiR3i)v#O9<pR{-5DlF%k+fKG4-#TPmx$
zlWALl>fN;2+oSqgD{w6)_nqM_%yPG77FItgrC4CcR1uzod^xgZ?#tdjc3A6MRjcsG
znQK+50*$Scx@yWQN5sL_lHt6Vf5?7;Kto-zZ0Ud|^aj$7Vcr(Ca#%IQn;ez}@g}EA
zgm{A;i<MoxD<XuNQC+=D>|us3JZKJ)kR>a6Um3_mIAC8bQAk25t)e5%6jJk%f^qik
zVHC>*#ghI*>_@^V{^3#}TD=lR@uEvXGmYXzDI&}>xr!U9ygj`=OeOFH&44QIz$7Bo
zcU&1F)emI9cyE&Go#XACI+?*TQVo(qA!+)Egdj@Q=w4z(sR?RhlWtY)pCut;lcy?i
z4}>20`30gOKPNpXHceB<M`c}Sr${Pv^Ey>^fT|-g$fNEcA?W69tLgyNi7_HT{lL=5
z0A&$Z&scvw+u&MOyHAT4$rNeSCJ8?xm|RsY-8-<4r>c%m+mf$*$eu3CLGa0r;FBc=
z@#$s>f#3_Ps_pv+<`74OrzK2Kk^FPV=Ohs!#5Z^&JQ)z=Pa6<~gbAkny%YMZuwRxk
zLH<pS{F@{OBg01$0{P!J<^SYT@+0Gbm_q@BITSD;h-=8BHo(y0c~c8~SJ+ccI2p7!
z?`Uye%8XV>mbB2KW;LS~YBNDatpF{EIkYgCLkj}}EjDr%wE>0}XM<Xl9~sz39iK`=
z!-Xn3RG+J&hlr6<QgoeR1kqh5_t$=9_H0Rj(P4&!Q2jk@1A?ljRny^lShZkvG%`%I
z*U7S|Znaz88v_^E&qxA{1wQI{Klu9CMn}u_=O)pmZ43pEJ9Vvg>+%fq=9+N=!+;Dr
zfjGy*fJJre9Oi9a%f~H=abOS2fpK6@wTi}pPd87u)$1?PQ}8>6duK)%5tfYbj<^3b
zG~#*ZNdbvc?eA>ZZS}Ty>jj2|0V-{Tx0<Tq>sD3aJ<8bX!twCk*6MnYs8U^dZX8^k
zXz=5<t6bd;-x*`PnYN_R6V0R5B8KlyTo=N3c6AQl$trVeUdz<V43^>hxKKfFdF*Ia
zbenqXCNI)V-G?ZPr0~>hdaF7AH#^2tU7h&GS1(A9=eLf&)xJw)L&Vy>B^$*2QVD@4
zO(lp{9&;N!K)F~_q0=s`u4Dc}i9x4bEg|T%tE%gmzm_qgw`TL-M$9L!=&c4<^i~6c
z2Ph2)ddm%D4nCHdT3z>+N!4}d{8UN=9X}$7(D7JY|B?3hk_tU^kA&a}N&|vAzjf;T
z$gLASw0bn@W{jm(2%_uE<sRBV5}=1}ATx0f4L3`@Xx&9?M{5PEL<bc_7d4s{T~s<2
zx+wWFx+qnGF1mqrLl-S(LC{5uqa$=tu#@SpU`KgyxY<BCCAit}I4667-Pj<zv0>~k
zp59V6%iF*cA#?uZ)!x5iuNO9PGUpcykj|XHK3bKh^)HIOR$!vkj$PS90$snq>a~Jq
zOwZ2sPPW$wD*fSTqa3%$YO?No-W26#(?2Z>VM6(2wAz2Iw~M`1VvyBLm`xA+v+egJ
z1_{lC*?uD}cmGMPHQzhh-YY4<^;?JQuMz{Ugh{y3TSwLSqkCiZ=mR<&fGc4H*JPFU
zNv}b6QjG96u#S(>0ymNvuqF(#&bHf2OhSH-X`UF9^SyTryUOk>slb``wP1>25(CbJ
zfhi_S41^|3Kxmqe*HVjaqE*Swk_@aDIILGn3|JH9#A0tP^}-FAjqQI(H24!bz<=j^
z{cEX*AI<7zZ<b`>|ANDRyTt5F%PA(+iG4Twa|7{6)>Mm%1UOS8CM#ssAChG0U($E4
z9mc050)qblYbUE0R_C|1E7_u%AUL57_DHHvm1GdSuB~mJAu-@j7;4RAg{1m!5)J-@
z4)DhkC6e<yn<;rwrR$>AuG_uowxrVI+||*+an8x7U&lU+A#N(y%6|s(>G`+0mA0CR
z<-j+G0fF$if4O&qJyXhFGBYnjZM(xeqSAE)R%uPk=nmAK-m3Nul8QIfJo8lg^WKhX
z$Iz(idb@I&jZL)#h=tJwqNdP5e5z0Vb-leU)QY>jpII|)-n{JDpmYuMl)_Dyl^{R;
z;}zZ=_Ja~!&JPqmCLtJ=`H3*=L0f(H19f<#0FvxquCT!5duSueD1gCy@6Fd6gE>N5
zJ=>7bO}qchR-Va4**fk1Q?3hYIZtRBh1|6JeNrZ*-5-(=SFL@v>av;+UyK57*8SNE
zOKm#rZD^JXNxHXVg*O-#?p{MN+^7&a_pWZ$^k%=Io11grBsQW!V!{hKIrm+qByP@q
zjs!!%^&5&}tk_B_zE@6~ZIps%463lex4m)(i=2C-sGD;?A*?*-+(!|$+Wt)b(`Jos
z(*3-!Vo18@Vo17|wedLa9s&iD?r#s_(7?KfM&d1ln>HK3Lwv<a_h21Jx|j7RZm|Y#
zi#Z<~mn}wVCpV{$R4b14N>*<^;$3F?H#VUAzSA>C-TSDw#NI3=#0K;W0zwC2i)Qte
zo3j1Y;$CG*YRpr#DT^;9eI&@S?d*Avau$6Z)V4lJDV|upH~oDW(H?^c(bTAzrxM$#
zwBDM&-IhoMQP0z=_g)HBbSEjR7Ge@MrK`n}^COVP$EglacneaubKNo^Ju8KA-}|V;
zB?CbeTRja{q=kfwfbOw&vZTh`zm0@oUfhZxS`F+)7f1qf`$8+9KGt(*|CAVsz=p$U
z3Bjy?M4X=Wk7bOQ^~dwyPFz+?lYB|^0U%8J^Cb&R`V9!Sq74Wp;JI;nD>^4mY(=k;
ztRVQRIK5t3B{5j9Y>*I0{zRPKik?gV^H%iJOmPVf5-s8m6%6iB!GK_w0ejH~7<$~T
z^`NcPk}v7#qxUOC308I-=KG#j8iw1<&Exc<=2s~;8t)f^=*Dw5rL7vmMX;#3Aj|1(
zkHl`7wgHAf=bXxaF)PRFrln+y%9{}+Sos1wM-pIlL&n5jbUfEDnm^I%UPG^LGHdA7
zO|u$U-FTYoit#NB!+EhJk$nP766$+c;ZQ|b;mqZVuq2tw!eE6nw?^m+hqfN(dJB55
zOHPbVl#>#$q?N(W*n)nwZe|8xwK&LXaTu$MbT5?dZC7hino73?S7xf6pUy~E@gs7p
ztAv*pHc(lwdap{vF}%}fQAa%8ROI{H@n@X-+XN_kK6B@~!@eq`T9o1v6bI$W*OpGN
zeZ>`v)|Ae~e=SPyU|DYCe^&4@D#z#frB@5&oj}|%zx17IT(E^E#%1PIx_-<TzDZKG
zvvI91YTuLz#wKx&8uW%YZn3=ijBC{yd=V1&E%`KEi?@;!6_G%i!dXtpD}083A-gP_
z6C03I^fCWJUJ1sMF)a0i{0|PqtMd^RPHwN~UpUn3KY+J|v9ErVw@R=9b2ZN$F-5(H
z3uDB3nj<7f-1((*wUr(q!;B%Fg#nePBr3zAynrRWidw1KnbX@;<L03Jg=NlV@m<p!
z@g4C6_FHULG}Eg!)TS(7Z<ThmQgrO=0!)WPD^eS)IpcGCs2$&XZ8de9_mnLu)QMWY
zN$U7MN(VTX=8IM@pYGF{Nn=#{f4mb+(z4TZ(EI*>yuaHgL>;QES8<MgMndL(?rlmF
z;@TP3i5hw#{Hs9o(I~w*v+Y&iWVP=g?SBoJpP8ucdDok7$Hfbk_P^;LpJ){1-Wwaw
zE8*YlCX#gN@xFtsw0OM$=_oOq3X6cjqOZ5akdRZk4Aveg@p}C`LQ;V1P>1VOi2+x_
z1lPaze2E5YLJQW;BKRIj2L5+B{2!7S@Fxrw!B0yJSQExz&8uK_><F#E$rHf!Er;t)
zSr%Lg16%Bs7;q&_fGZZjJ$KLo__QPg>)##LRT4y7fi+>ULQRqwuqKSbdg&M5-gX;F
z2G%VTbPHxn3|JF}Y*9;n@Lz9JyRSrpKcNl&Si4V<WZ*y6;Xg-Wz@IR|wY!Qvqb&*6
zgbA>Am+eY20PEEb>n9`ztO*0FY?c_XCQN{}yKetPl7aOH4(nYK1J;DW!Ws+rLlO=C
zgbwge_=mriTEDhSU)xhtG#mJzclg(k81N?yd?i(4z?v`t)|h2R>ZUZyd_2B1o*c;i
z%EdC3J~Sc8mgK6#IbQ?oPz_$Z&o5+hJ<}}WO8L*glAV8>OZHeMmXpw5M3_-?^ZG5d
z2T9R4eO1&zZ5&(F%Nkizofuox*d8s>CG84Jtl>40{F1ngZtbqDe$C`5lV;B<nSS+}
z(kb*@8>bjSE=&&MDHOFYY_Imc)N^1koW)s#YC4Pd8<@EiufMDf31+hocwe>`OK?d>
zQ8Tq9E;r3yF2PIt^)0j(*VK!4qrlu>y$w|S@q%h<^pD=|_5+bh@g{;=Qnk+@S4`Uw
zro-H#<SjLR@}_&N=WAj;>RG1tKb@78`W*9v63)$dqZ})-<$s5~^*#1BSuuoq^kCk2
z`vVDv7Tap7uYU2i4J+W>jNcWh0G8)Q4Le^VJB?XGH|&o@DzK;Hkosl~Fzn|?=qZK^
zp#`FdvpVti@>H_~DN$(0CzAewQI_S8Wie<x-bWLbl_hHY&)x}Y$x&~tS+-<<f4{Ju
zbM4-+9ot;t+I@?}3QX=?yf=!G$&<FMKkl98vAavzU~=5P?<2u1augBjT>ztm>uOg<
zEMaZ~#LBXi19c*Als!e3!xRM9?z<<dw|@6N8&abDi%MzhE)4Hv-ylovoH<C#hsD29
z2Mzb(i~qZ1VTwhOZrpR<bs~j(;~uO7i+@><3TZ3n#=T+mvg-a(>hz!9yUlJxGooRY
zwva@ste{W2{i>7=)0dY81dEU7YO0lIyeZbkM5L)FBbwmK5+Wb2F4R@&Gki&E-_s9N
z)mh3#6q5>lbydb$Z;f`J5lb@+KF9uyE}Eb>jb0SBst(zG+o}7{dRN8%SAZ+gyv#~f
zgU@+K+TRMe;`Xrqn}|a@Tb2klQ=+bGhb-)==DXTHBO%-S4lb%j0Ghdx>cw&X6m|W1
zZ&#~&(z-hSmg>!K+a=m@NurDGe4=o^nt8!n(+sq<2v4+QBw_m7Lu#qFE_mZjaBj4(
zwQ94OZc{at)Js!+J}V`O*LQ7H`9*J?zhj>e?Q0UoInU0nkm>Qd{#t*>lszrcZLVZ(
z!m3GnQF$s+U)2gDI4Lc<ba`Q}ZCE|HIF#)kF!|!~{hF}ixUQAL(qoZ$HUGkT^XeqM
z-h7qEPNXdNr@@g|1)oLv?hNzyEH(S_+*noraIN@Cw-FPSJC1H>ESF}1=ieeA0a->?
z_N91kR%MNR9krz#$5(fa_NCgB=UnS#69@eL&&s~ob`KGwiu}E{7I=xMOZ)qTD!yTM
zxdbCT9$(hCni~H`erNk%5{F@_oLYens?Aa%p~3k!%_FifeExk2p+Hzz{T+e`r%&tV
zYiWJWPT$l1P7;?qS$szXxA{iWz!wb&d3m0FQqsV|e{meV0$(&(g!p28ZOX44UwkJi
z)E6Cs?M9{Si-tAW7uEPNonsOOonwhg>gqGK8e1eJJ7e-MOaW(XmK<=#W~#WeFUJn|
z#dEQ~dn5Sb@r;~!wI|LOZ}m)8$K$BW_F`Uv@fx0(Eg*q5d3Hv>6sv2pzA7YRusT}9
z*UBOXEPlvWFXx()Nz><FyC!gp@JixTkt?QZ`(=sBv@2Fl%&(*N^~|fPw#EB0>=BaS
zM3cU9me5f1xJr`1y=F-W+^duzq3*RP8Sb@A5?A0}izN-*%YeYW9*{I}uT{x9epcXK
z28$5)O4q6_OxB^UG&$709D=DvrR-jYHG-i|+Bsl}{&V{^@vKq_oqZX}tC$a*>l6Nk
zNcTx(=lU~(Ukz+NqNd8JLw<E2Sq-Y=Yi9o_1!KQT*)Jdg4|m4l#<a`kNwmI;<Y0s9
z`dYJtVMJGTeKp&iB}NswRby?pJ)$n{R#ofyZdNn8`>^H@@uQ}?&|k6;{3x-O=p68)
zc!CH&+Ed@x!fIR#V{?r^rY71gWC<Rd*L~9_($L&g(!rq&2pp=Hq=7?qt#wI<GFXH-
zRCBFkdM)ix@wGx7${~m~DrJW<%z}8;er~^*n!;EClYG<A*Tf<jF?M!kM)0U>_!m6t
znpzRY&XQ8v*!nficf09VJ6{;mO^w|_J8Qej3lpM<hbq}YFMX|$0>ZJD3rL7#wbYKa
ztX71`^?4&-v!G+eH}=`>))S+O9IK_a->sr9?N|#M`v%%iNHEqx&q)Xd%qPh7JYX8M
zAp>THuH~PyFg)>N34temKoH@H7%;zOPwZ*$lf)H7wB3>h4roB&fPYFFIN;GsJD|ZL
z!~xrA)xL2Y@PjZ1bO_!xDrE;WtPzN4NwOsZt*%boI<~PzLc#-&GADRotJ(n%Y*jmg
z2bQldoUHz8<-67NK<wYXli{mx<<?gFGkgv0JmzBzmc0Zd&>o9h`%<j#wIjG(LT_Jc
zbiO-l^R)5R&CVqjff18`SLA{1v;ljF8np-B+Q!%49xcJ{+I^A)!wpB*)^2DPFqhvQ
zbX6l{VYuNk34t3fCP=6o-d7uLs3dW?8=e?BBq>Iczzf$%2zg<h>T5lLD-)h!G$D9i
z62K{+s9jN1467o<Cp&39SCL6L$#8M)(4goL++@_rK53XH;FF26Z31RF(usm1i3pc`
zf*HXj_wz3V#r=_7l7r&9E)iqm;?6x{)Gu=q;wzmd9%|F59u4fXQa}!hNv8xP*gf{$
zJGQ=cB9doPFice!yZWjJB4V~R>H6SAu11}T-Li|e;Ym@ScFVgneckOODjDoCA;WH_
zE}0-n;AJf&1YXvZAfaBCRR><yQxb=J85Y9bB@NunfFRgiDQVzWMRh9jt8k_vj@3=8
z*0qjytfqBB9m^qTWK_zIWmp5F?Y0k!V`>WP1}xE_Cpi|$2*)a7MsTd<{0ok?yiP^2
zu47JUtUK{VaaN@d`&;x*$()*XtPlIE{df0iXg@0D!|LE60SQR5^u^*7OVx=S@S3tm
zA<!}VK%nE_6$QF%ZM+9WP1>Vg>+O5f-YUT%9@SHqd|8sfqdt)kc+`gk3H7M&v`6ii
z#1(kd9!Ud_G9d7%(~<@rb?nj}Wv~eGs9svNU5-b680Jw9!Fxuf>`{g_f}u)UH(-e!
zKJqA%5gv7n8Ns76>IOV2gSOiEqG|Yg^MK#CHp1vR?v>m`^?3oU3;NVm`wM){?R;it
z457URBp}J|f0IXL*M&z#-1AG-dwv)D5^KFUXx(lEF{;R?a<%z-in_E<Jy__QV2_pH
z5TDA^B}Yk;@-qWx$4CHNYBoW%OYMKRuz?!h&)3viR#&eL{#&=Ey<C>SzTNY8)=UW5
z%s4kN$>0p%x>c5hZ#^O*@U69VD~wj5JVRW|t2JCwR|l)vbwh)dLom~*lU>U&O2D;}
zq>&wq&~d>FG&3U^;ah8&6MSnY|3b9dS)p&06#G_0@U8ZP`5dgS8Z_9~$o@sjhCp>t
zKmzS@Vld6j_G`B?chvd~p@m#vm3i+FUtGJ3RK6l_@@tD75LIYzIyc0ZWml>vTs*{^
z`s$J%NrDJfM?&CE$pjG*3QNrv^|U+jQnQULafzj7D@g};G9YlLd`Sa$%C1+TJMq@C
z!6L+;inNZ+>cO8p$!h-%zFy*R$HCV$>ST8^tP*giL}}%KMOKZVNJS#To3fb^yy<%W
z1#h~(UPY1Wv5^sXY3GdcrCRsY({HJ*lA^(zRtiW!h<2mNo0iv$FznI(Z1bQueKMMM
zWuKt(6?s#CZLd2;722EdmfF)29O6v_b;+kB3B2h|34u4gMiAjm7k|ueVtrOmzo>=B
z)cz}rkUL$c@R*u$e2aO{4oS!Yi5>c4Ezl=U)4vwl^bUTjWPuHOLxo_|OOph|@4mCR
ziM1b1pTS*3w|v$5ftIgYKSIl6h4<Wqh_fDk>kP9V_hGe$%*`02QUoL*Nry?){<Z5z
zXn(BphKH>4F8#imdx$Ya+pw;v5$=HZ)v_cs#2bd{f?XsDyrG|jz#IA!M0msDDZWP5
z==$0l@V;7!EP}BL@2iD-!&phk0@ZXi8Kwmqsg|zr>2DGCtsgqJI5a-V1|DIk5%7o<
zX%$BWYAPJ&4N*($^r~;ouCJrQZ03llu$F%zDy)s<8?@9qYz{BjdcrGf&(_zktUWKq
zLqK?1KmxXG@Ey%so`~cSyu6ADKB*QMXMUbZn@(>NqlzNK2yMWpL|t$NJgN49goe1n
zC|&SfNdi~+PD0=c-w;H&Li}ustVbMIpeNNTsf|w*Cfg@uIr4|QL#8b}CLEPCA+9h+
z3-pWY3g3jef<yCvk_}wJP$S?9iP9<o6?V@h=`U&z;QtfW`ijljDs~%BToZ9+jaSrq
zr07@FRJ78Y#oXK}-Ba9%5aM^^u*axAe$dx3w$wNq!J_*3JY!LPLvT?&gjiP8@Z+?(
zGDWR=NWhb7!zDPR<x6zQp^^kGKT|@`^3w^TTfWR1l&bb!NN8Z)l%n6tS}Lh4SOeWG
zX+qk2q84L;T3YUO{pl&8UEiUZBH5t54dDart<s+NMc3q&2V@TPda^$E`g`fYD}G?}
zUS@_~|1$qVuYZ|dunJqXzz@zXi0B9IqiUZJ6XQ{}&!n*MjE@8)M7GI#_xatF2tx!S
z!lWDBF#_is4Hi*EI6xdLa*WB^uJ4OVgN_mTUA04!G{jk^YHmMD5;)6W5&~yALy%Bs
zu~W6PB&52XLsj4`agv6`5VMBqT8!vay#P5A<|z)rDJc~^#gIJUDT&fL0jW<crO41Q
zReMQ876xA8<zMg;%8X$zNs((?F6^e%1RhoED^(%m$Vb)si(IJ?Z<rb3QMFN_ti+>g
z!^j*F9#xx>svlLGC5zIOy}L@=?TM~MP{()NH`S)6ayEW;Eu-Vi(nhCRC?hdB>H$i5
zDx){mdaa@4i4uJ&NaO`MZ>hOsyHniMH~5xX+J8qztLtv}EjI_&6JHm0Q;Rm|MXP?x
zDdFH@sRDN<`vC*;anVL=O{yx};=9_S<iVbI`ZBB+Q}sz;P8q#SFnd>Fbi0>bm7O=#
zo?$LBk#L>Cc1-`a3U8?WTY{17*q+}|dnZ-Dq4u6cbF!oIJm>4EJ|7wt9iHyEBUQiq
z^&%H?(jDoU-fyOjwEj)z=O@*+82nUWZlaV6-tr7-$FF>yU{W~fZ~O}m`kQu8b2!^s
z(toldYgbjB?(yAKk+to6$=Wduh?AVu+Epc_tYqLb9!ss-;+yRlyRrIfe_=H%twGS@
z3GEtF5i>T`WhT<tl_b~wWBNa2w~!FB^Zcle4V>51I!hE1O50O)^iEy4g>xF{gwixF
z5=ba5UtDmN)uMqma8rXB8(7K$1J@<)Y~XQB3ImVlUoi0a1`);y7`R*Qkuhq|THh_E
zfpI|8&Z1jv8`t?p+BeGT;m-3VWNx#fLbc?3?`)NQzwah{mBb;jcqJ)FZ>f3iQ0XuE
zYAJlHdP4|Ru}2eGcQoLBTbwAXfQHK(@O`z9DIb+mhm(y)=geWx95ivQVESC?XIup?
ztNkC@@gZMs>T-t2CcQ>VfdsjmH+NrY?=isN4D_pg-O{?KIp2F1vyL_NgK6JND$iX7
z3+<B<g3;wTK`1(r?6{;B*N_AVxN7<PzCtUyp}y-CEinm?44h~;l92MMeG5GemFHcb
z^A(;Zj1~91{*S8;I1evpnKSNr8Js;&(pIGb*>rXPA`?QxO(DMs^e$a9#7AZ-H5Av?
zMjB$V3RgKQTqQBN{}?#VzFI<{!VG4cV`Vnfx7FtStro-_S{Tfsg#kISc;HamfIy2O
zrWX8gn#Thez94_Rfxf-<tD5_<Z?wHxii_skND$q8?lrX!BvrzY0fqKE1|-^-sPKJi
z0}OGtyH#&&D5`F+mQ<_P**+%up#CGW{snfWG~qtj%_2kMrdoLOUy+8JYM%3Mokw(?
z*01D^{92CTz&y!N+fL`l)D%t}&>ol7s4l*&mYm6ABE)2}JP0wF%JW6Ue62WZe1f|7
zJl!iB^MY?lgfNr7(RZ6YNGiq=Cbpk|RMMZOri(%gR9bP?QhTaE>U%B|)Aai|<49|M
zL~U^x#X>>BkEp3Iiq$TKe)2Jl;u%fh8K*Ywpw7WhKGrk@WoH?y%Ky*zq-vF(8>8B7
z@ugG1D(QY*a*X7Ls}BA&%m75h`if}~v395Fv8nA=U+2`Z43=T5ufdD+dbj0x=h#0Q
zU<zCG4QgCSSYm%KQHWJ%B_v_lz@lmdVDZz$`)SGPRI?GU64G_NN|2b6bri2!NeFj#
zt9iP<Roj{|B3A9@s*PAhT+z!7uIS|kq-<}$0^5Lax3c2WofjU{#S3Z^3~@M4jdesH
zD=~;u*GmXQpO>z$)%K$Q`C9Fbf2#s<hYALFs9-?SlZvL=1_UaM3Q+-%s6B6p#VS1Q
zsPMGJV6=E!LZHI75Eb72TNQ{qR4}+h1p`7`?THGns2O1B@l=Q&8%y)&*=G&eSdUYV
z9;YM*O%c~fdK`OEOe3=?;+f)--bCD?hru0s7?ABBQhJF2feI&G74$=!>3X}LzUREd
zM-OeL={wCsq@W1ag9xHK5MEK6CJ8W3Ofn#B#r1=8TiON~B9t`J3&uf>^xH{Pr>9xJ
zNiniKs$A(-$?r5hE(v&i@bpr>f1nKE@E*6mk-o_Muv67aT@^j5Nm|mkBI0XCn?ZvF
zqlDg)`7t#`;0P#;@qzjZ#)n?qs2Cr<W_d6^e65!L6mfib;S1lY2&2L+|Mg9_k4tqh
z?>r(PTgHFs>*TSkG!_nn>83?lm;7|^#YXzAG+77&UueWL$tRTmYhQDU&YS*|o@|&F
z(fOxFq0zZD*M#WYxv`GU{r=}`m3o0?lF|8RAtZh3x9BCihm?_Wn0$7=gdlyXM`NA7
zWYX^M?^9!T`98M0$pQ%A6D0)RFrFaffTW)L8rlt#3Ny}mjdcW{Co$-ID<uRm<j%%A
zg5Sd!(dRnz-$n!{uIO_HSM)gpvi+%|q;-GvXlWZzIQ?8Q04FPrZ>*huOk>^A-jh;6
z&$kI8^u&v3-%2X<wyzBcdRxD4&20mWiobL!e%q}W4+mIHNXfw9hl(!-E5@^EwIu<j
zW94Koeikj<K8a0qe~WLTwY=z7hPjy0zTDSv%U`-uKxgzdst6AUl(UlPYlSQf`dVR=
z2+KWm-&KRJiK!{BMuH_>q{hPm!<YeB4G*#!9>(hR8hlTa9}d_>j8^s#4+qpc<hwZu
zyG)MJ!2Z)3bVuyp8NH+E$Cl!;Q8^y#(;CVXHH2RcsA}DnsP--MC-o}fI>+)qxADdR
z?b^_CJn%pOBku%4JP-h4Twy0k)ZB&*TUop4b%rg28>(ZCYt>e79`-%ISYB}_juT1`
zvHG}n%KJg3xJ9;+f8mDK&3qLBH&(iG8Zd4Qe8<0#<GqaYE|HYmozs?(B6)&;Atz07
zUJ0^@vibNN*&mDd^G}@EFXtmYoVM2Ha{!#XJ;A?l;L?S60I?VUF8{*bE8C!S7+Yfv
zOv3+IJUPeq#vJ~IMY5j*GNz$Fapd7}7kF79y7U?{-Iz6`r`mq2znw+9V)UTEuqbLK
zwWQ9{bk+Ww4jHQGsP8`eel|W@?!G4C8G*F|OfQuWtb=C+I;r?s{)E+Y=vC^R;{(R2
znB%lbBS}^Hao=Ai1iK3RPxv0SKN39kvjJa72;Js$o(=e@iGDWVJ%OgT3_SklRGZ&@
zx%N*2u6Tq<G$=Vr9HfrNFXmPM!?(dcFX=H@oN1!3n#VMi+Vf)pgu$ii@%x6iu<J@R
zZaxzlH=q9?5&!hfu{%l%ux{H_v+gZ1xKB+Ox(Z%fjqTo}kv%}7!J5zk*4PS(q*KXR
zUwMt6Ngel2^-_JOT2kvf)!WGg=X`SunOqNGH*uZ(XW&jX|2DV34l=PE*4}17z&~)O
zda0D$y;Hq{wBtL~cS|(3!0v3Sx4@Q$-l<ki^%fZ9!npD?$;@}ETfTAwzY>(7dJm?X
zmxnI+;;f}joqN^);tHgQH_IBa$2{$#Z&%7j0p^(G?tBMclG-XLR0WqwS!l;Z?qyQ2
zrpu(&JpKi?tcPz&`qaKt^SheT+lGv|`g=CYPaAEP|DV=>o9g?&OZAoOFM|3xucAdP
z`<(S-Ma8P>t#G3l%rdaDf3y9kp)}tfr;FOvROc%G;r2y|<M~MxQLFLC@=_xdqszwC
z)cuwHajH*Me=9qonQ#;?8_P8XZb~;-C$1TvtTqlERatH0G7J4<Voj!;c9ZHV?_7R1
zw1DC6tmdC@wQN>_&Fl!u)AikbW((-8&dCLJ)Thz@cxym2wKv+|+8!izKw#-7AQ;%b
zXsYgt@uyh+W;&Y>zKe^D=x4aWTU(XQFRN26(CJj1?Qhm@GI28dnyYIKEp%T|nLY-)
z&-O2~OC=abUT#U}%I{Q3f+Me+B?Qx$g#@9<ND9zB+&t@^X2`wjeR^0;d$lA+dc?L?
z9TRM$Um{s%l_W&+l>tHW)zgwj&ySjk<g347%3e^@)z7(Ryi%2Q^dslOvrx_T`JK<&
zh0)z$)Xhm)hGj4v;?+!|pmVHJNj;idy`I`Ppl)@myqP{&D`zrHj&}1e%(Hek)AOwR
zI56VE?9CMU_`>WBiT*{Vn|YG_qpjbYsc}jE7WOGoCq}KL-vlHm#V<!E*0+Au-lbc>
z@h(-8>~Cz{)KuM`>~GXArg_Eg<XkL1CfI9ts#42;ogGglgAqN%otzuB^tl(81n$&C
zLf}s61PQuRio%7R&drg--c1tY05!bPyGj~(k^zAy4U#li*!op^j=zmMR@YxUf_EAm
zkj3XZh;w(hV{_#>(ytG_+=b6#hT$6+Rk8yawtxc-T3LYueK(?p<3RrA+JXGc4i0n+
z|AGVE(p;a+N(W+7y5m#eWOlg}hKw#xW@TIq_>MCyrs$K|zN!A~;ODL$2xTQsX4g`1
z=9Ag<2L7@3Q<4w|+pdkAORhwZGuHQMY`_`oe<;v9XRKnlbk11Aikp%L&sg7R=)d0V
zJvd&yG0lIKy;BN>ErCxZgwOh{51R9IXL=M(aOnL)e_Gr@B3W6jWd4HbS5KXMjaquA
zFR|Uv1T%y1US=d`6CX*=IPW_uAvo_lP2Xk0*OSgl6ec^TnpZH{snkMGc33REh$caC
z-glHF=L6Nl1~WeIld_<Z_Y!wL?`zs3;8)G~7yPPOiwJ=U=Y3?_s;YH!|D4G7jaUEv
zf;K05F{i*x4@S<G5E!{@3&Y5Cv$>_enssFh^-D{C!*;`n-n4Fi<{+(`C0W9{qa_5^
zozlXw?lg&F>v|^9=Y{<p^qF<obn+U<!dG&!z;qH89!+Aig+~|+*}_sDSh#-+ZQ<2S
zik`cMf5F0QDzxz3ZT<61<6?&4ZRa0pKPM|?yT<-YK<H4ttN$ha?B_cI&hybmRo7mD
z%VMf{SlbS)dOz#+7W(zi?<6fRJUssk5@7jYRKk(^wHAt&59`%|PW}{+vucn;de!i_
zZsFQkC*WJErB+Ka0CvElTdHlH{asUE<H}{TJ}ITaiE5uN{vCErE*WsC4t%1zExT24
zVn15F*`8*C_zYDINr{cF<`RMtrwKu{9ynF)BMEqqiyo%jG~AzJ=ST#$$*+<SY;g@~
zskgX>Ge&H2Mf2YQ-{C2bCuiMQe|?iDHn@yhaGYvDXrw5#vRmpSimaCUh+^!HoR#)H
zhA=GmU0UwDBm!G=|CA8O{b)<QEk1+(=M##@nc|Z2-v#*%-jLsbU~|9y$&rI?0}LgW
zyGmeZyh}^Hm(`@D-myz>sdwytlER|Fejtc$Fzig0<@%S}e@QCr*qt^Yykob#kH6S9
zz!2mQr{W*nim_wYxRvlSRGdbTV8sjUEJ=VFDVYxksL@=vY;LP_E4^dap_SG$tyNG<
z?ARHO%F_Yt*h&8nRE-@wst7xFGq@szlNl@w!pV$Q5d!w6z5^$#HU<905yHvw0-C<v
zDwRPvSt1~nXnK=d$jjzAYDb$ni|hvlQXiVCR(hj+bt|>K$Uns197geiOHs^+rXPn<
zyzf%r(DXnU#a@?!!%<B`NN$|_)TXQb|5R@b^rr`+k)+YlXd$%*4eBx)RnH*%AsQuQ
zs7D9+`=s8-mCI<fNJ@if)TWpg>UFuK5sf~tePb{hU1!&lc*LN#62hKUErTEszIY+6
z0JkMv`MTX#5@E01o1ypGy%K}d(y<bP4m~PE2cq$e5gj>!|2906xMHu};EJwnKqwR?
zsclJDX4(cAJ*ZEHjz_&RbUZrReZnexogovS)7|IDf1ku4AUz`?kbgsl4oKJ1{~VB>
zV~R`aLENE-!5w-S5FD8r5U6l(hzc9;&z@(0Z-~Vz>~U1sBQY2Y{*(}?@Oy{~XZ}_N
z;tmxI?oh#ia8zAaZ+utVfI^LLL)9qF&s2|%qt_1FwiaFrcWTvIyHhKPL38wx5a`mY
zwb>l`OmWHPAnwq`;0|332pyaDRDCD-<81>BWtz7Rx)nx<9vM1zW@PBt*&;)a5X+^w
z=uWp1B+#9@svZ6bBkYGH5eA6+4M^|+)c`||wXJo%x3&(}ivi+o$pH0k6ZI~%|0nSn
zAIO_=q7&W=zof?C&l2u*>e}Ykh4H}%A|#a_A7n(*8n@C<K~qH-AFgGe!}t)>hJImu
zh-njHe85h_pQSVq$aR#$baT@Tnr=4X@_{Ia@gYq>=v1cG4g3`<Y^{z~t!DXew7Uxe
zJw|kGqsNF&ZS-NP!Gc??V;eo096Z~f8VKK#NQdwGZNkF$c&-cKds-XSevUsYwIf4h
z_)eAL;3Rd9gy1Cg1_{AQ>YO(EB-Nzl?bw0W__x}#WB~+sB_WtLtRaZj%{@tdR#Krm
zZXl)jW2YM=2HkO+grGaV(MCu2|1d^$!)g4t5#5O^x}m`p-OzvpPf`siy#EO@0G*_I
z)~MXIv_`^H>}73q&pRt6L)s4kgsM19t<jc*3V05BUW@?=9;O;#)LpHuuKQ23ZuGvc
zk_qhGi6FXi9H<sa0(8Hx$ZUL|8g3?kTiyNgb%j=^w&?1r_ga5Pg?HGEh7NW>=~IEq
zF+roM&;h?<3!wwv%;KN}-rP1q2Mn^5CnI1<XHGa$UBL{%YGshs$}m=In{XfDBh}5c
zlejWVAE_Q+>|dOOogt?o!1>80&S@(Ba86U7Y~r4#Zf&YhQ`d5J_whfk@>T-v&(Lx_
zaGJ`<JAn|VsUXGy9tojOQ#aEQOz<@I*@A_^3DRKI=2m~)VtL$0{3n!d=Z#PtKk+_L
zDGpWqy!D8^^I!QFHac0H(zPtu2mB9qaJurk5!(!p^Dit%7xL^4Q^ES&CLC1)2b-l&
zwylbTP0|<#o3s_h2b<N{VkF8fs`xhl+x91H0@&}pw&G0lLjkU&j@?=hXPO<=zHjLD
z+%IqU?}`x=YSS72WYypf+J6_&wmQ)MaEJdL`+{Jnk29;Z6ZO*i-8s&@&{iL3o)rb?
zO!d{0zG~H-1%8#a!tb~1%d#A{6Ag0iFZJ5#GtGJ{{oCyhk{$<-ZQALB$6gYHgGa*P
zOmj#7(P?&niN?Vr7d+RmAAQRk4}YiDD(GWRkyKzm!C^m7V!)m-CCv(JtDb|VG_sdT
zG}v=N$-d0r$9_;!fxU9r|4U-Po-lZv`||=iUECtkV9x~w`+Xl4^tN|MDzN{=VZTRW
zz@9L8<@$)kfHRlTobmMc&nX4H?8@y$6N9s-y*7KI#DFtl@bq`O#DFuG5uEWYu<nuy
zoVz-l3nT`d2?NeoNeno18O@pA{4TL)O9C*R0j6DJBmz7MK|JfIw;C0s+bbj*jJcd<
zy!0LVeA(8<1^w*DB^9`@cSL?sV!)m-F!MHv0cS3wIb+`{lG~SkRiG-RQUj^7Cz?03
zC5fJB{LxlzAJTW+;Ayw&Ei0zgvy7u$AO9IR^XA{?CS^S)mJ^UaMMu>KC;wYd6Rwj|
zbR2x&Q0|{-oo}ypm(%ET@B98}ivkWdD$l8skDQH4^+w<330CzE*#1p`JQ(>QBYpF$
zZ1<2R9E0du&13!z*2(tHId}aIAz~eu_0x`h(w5T4{eOAvMobt8cl26YGj;!y{w8)S
z3C4je6H=7K)7ACV+(#d)r@B4mkBgNIXg@Nma+;d=6vd<-k^^1_Zqz{~Zt&AB1&P7i
zs_QrSJKF;!7_%}e(E4Bg(`Er2lJ`t#*i5Z|s9>r({Fpz^4plB$b$rI(&z>qdqM`xC
z{i>;r&-h2%vn39-P3_>=ZVIE&q*e48oxvW*$X`C|A7b6oK_4UEqL1F)V$Mgq!i#<W
zoc~5^ZAHbL&vqHbaJF*%c{%}nN(zjVH@8CPn^Q(f$ocRK{wJ)LE2=QQBK3aR=r6Y3
zuc(-FtZLK-IS*{|&$hpja>Ai*eUTh$zXZeH-*i~F*<WDNV|sov0;!&!8@&09u9<5C
zI-I6g)k~#RaM<ykqUhS{{BBdN*pBMxOa5_ojgG?Q*^)I~E_E~)`fTAYo(9wRup5jc
z29bEvpi1S`+?yMYSJPhc&j|5CzTQ`7i+`w{DXZhb+3sXO_-0?*jvRu<TdD2TnXUeY
zR=<v_-mCrw?FJI18E?E?R>qt52D9LOzAGgd@do$##&*>A`Nm5$g3f5IGT-RaL8r7M
zf=+BdCJh7~eT(nPj`~QX*x<rPB2pU6KIwyCICNUUq<UV<zc58!*-=lC-{X+!w4TDD
z(~dX%(@c9}je66Y{t@;QvQn&3%LRn)=+|G+O)a^zV3^wTmj5REb%DhC)U%Z}?PtA2
zHvg_@ko{#C!HysS1{H%n&!skZRC8}HQ0m-&{Pom>Pc%=qC5awX9?~sZ3xOIRLOaX#
zVDV~oQlGr-?~=NiA+jwWk)pVF%c46GT_8r|B;@lc^ST6ebncc_l~h=yHk1%-U8E3%
z6;LIocn7j)&n<R$NrW|O*G_tk+Erq({WU;ButqKFq}Ql}7$erG7XR%y4SxkK(IT!`
zqZ(YXMl~Qf3^5>BBX;VfcZu3}68Fk(H^kwcyJe2(%OnQN>wicHL|2`#+vS<4P8{;L
zO?ik3E~x=AhXw|7Xkb8augrizgT<}}*yn1~N$)qMbkh4xbvx<R_FgF{8tprR1RAZY
zTHiKzs{Okp!fN}t0pZm)E|eKy$nmRF?{{v!SZUYqESwDW)*(osUit*c!+mq?_L2xm
z6|i0#)%(LfwQP%Jkd5wXtvVd1IJ)oG<OEMk{Kh4^I-P?$W8cegU0x%rB@J(isVRDc
zmZYQJ_nJti;_t9e<oXa(CbC?JDHA(Kh$-0jy6gYwm{krBYX5D6x~aUc{WsV*NxcwL
zZV(Xqy5w#1oS5?bmIrF6jhVU2?bU)p2bO!aw!NDs*0)x4*0;)@38Q){go+PI-VURB
z%cMf2`ZkQ}Ym*A$%8;BJ@Gi18hpVVPbbSorN|GR4d9GFE7yKn6T6wyVMG>v4cTv0c
z_;XY5;@V}jnlHscv|4hs=S_A3mkdNJJ-z#;U#VSJf-wO|=%Pn;qX4FNtKRL}Rfjj2
z`}n~e+m4gv5#F*S1bahW2%;6HL*8lX_^7Pw>>-j0@oiui9p45@3{F_4NeF_(<SshC
zl`=*|hwA*dbajikB03mc5giN&?xPtH^vZr+bbRaEMaQ>siR0JW>kV-@zCGlK{*c5V
zzP&6V5dFn2I=(GZC!!15q?T@Bic6|M+@XTO9V!?QoJ>^d*WWgvP~(9RHE_Uk#1M_u
zIOM2tNMbO;c)AMbff^S=)QDn=OR7QKp@zX7Y8a5<0gC~J8b5}r!B^6<4AEGP&Rw-5
zb(R>kMn4IG8hyK(tuf$l)gbOr!{81z3<$2I84#$@p=;2gFx>d4v+-4#E?p3MJsnj^
z^@8>)ZE#X+^>EDsEI!eP?jgZ+AHtQiC#5DBY5r+If+s2l7$Q8{RabdWS5f68`%_sS
zRet1F$yd_8mjoDO;KF%!c&FP#Ex-pV-#S%&q^q(zk_+&4Wg}>iQ2Ibc2Cjgz*w0<m
zMGq{C*e@}#Bxlku3@pi+kp`CYbl_h5tbe*Wuwb(K&RLqQw&n7HV2FXGm4MJwki}h{
zfu-4BbjqABkoqvCccwl}=}Fh6Zya2lXcXs$>XE6VyYGU(zK-saL{CPWW@33E!h0!K
zgz$b%rmAz%pPAZ&Au_x-m$Kj_Wr2iXskTf)5Y!iB>Y#4Y@=40H`Q*`<my@dTYW>2j
zD)#lVJc4?;gp^<HE2>5St)_df@`^#kUGc?C-4$Py7<9#tBm`aY{Y)LxKVgiBB-ilY
zMocHJ=z<1UbU_0WJXbNG=mRg1Irv=V5tUo7z&TfWkUpKd(L2hnltuLgd;=Z9LlB`W
z4p!<)Ds;eP0}?z~F~F$2W|r=No-94xqKYxq>n$0e;-0~Zai}s>65vo}FWHO_Rl;pl
zoTa<q0H?B^x-!p$T4Nlm7|k5)hSI?TdZQasWtiXX<px1Fyn_WoH@qV&LN{cVYEIh)
zF*U{J8(7k|H;z@-G6S$$7i6_gvx;$-pC9Ut`+ac*Ya(piZ>>>q(tbgj2A?n8A|bRX
z>1^D;kfk^7pAqOvD(%apmb`H_M}5|g4h}Yca($8-U$da6{fQvc*OH8a>=qxBrTJP?
zR${?V_V<#Ww@*ELR7sP9uJ&<>!0zduEU|-sL87sRN@!di+C}UiDX67*3txTIQ4a~&
zm`&`acd46plMc%lo(SXa-glB{uqL$0nz!%!Niy&+aQKgu7>G_7cl&;tM1wz}4gT1_
zUn<GKf04ugUWoyJ!eC?hVTl22!UR~m8~CqCGO&KpVf~K8fHh&T&HjbNfHh$Z*4V*6
zEXlz7Cx`VJi2-ZEfOXaGqCLQxFag%s!cUVF;F{81w`E(20awDfd-y#h8mtK&VC`<=
z50zx#U+nOoC^6tq7}$EQ#DFzn0<8ICrt8M`j#n46dJMDglB8gNyTkr|i2-}Ukoe98
zxhEwWbr3pGN0~*pujaHU7;V2L$-w_LhySM%1O9~JbFg(q#g*09Eejgk-%1kHK_r1X
zuo8>ZgK--18FfN^8X-yaSp6h*M|m2-w9Y~-n||@1fzt^7ZSD?!%*1jK-@t&t7=tz1
z!PW)S?Kox?0AqLX#y0eLRGn<KvrR!$yPiZNGrd+eGSl_WV3TZp98sOgFknJRI*!=%
zWj2l@YN!jhmsL|uADP#Khy3vz?c%JsY-fkPD;Jbv#>fhJFZrnf?F&41PYEUy*Q)O1
zG+%LrO255Qd$qnp!Q-}3m@b?YsQA>hP6iZ%+(6={!zfmVWt|G{vuDW~cy;KRt_BS$
zNKvB(>Hs*m;lNS$GJ}d=m{^>x=Mc9tM$93kN%X$g^lY_#Kw+l+U>Fa=EbU5O_-q*F
zU)eelOVR(F7x(<-)WS2Bpx8V~3I2fu-JGm~PC*Dy57efC1s(NkO%q9y69rG$2MkHr
z8hc?4d#^-bT6J1NFs=F{MCh}BEA(E+H1R!zH-Z;oV4CzWOoJY#X&N)dB^!WvVG?KP
zfJvMIfsuCfENEjYixZ5E2MU_lUMUODbxp$ZVu}d{N6f*#%hu~KGO=etVLSEuv?+Jm
zrIHoAZi?DJq9DbdA`!6jVhMq5ZVIu$Ql_}11*Y`SE~vtI5e9bN5Qcdoq?V^Irxw`R
z&;fQfAUs)C+x{wOX(|glZ<{rxiT#O`1$H*dm!B`_7E+Y6<tO$C+PQ2}L0i?<SMaob
zLb8ILf7N#WRU)X1XR7~a?79P^Dz?6Ri6)Q<B&1N1K<J?*fb^PB!d8+HdJR<wy-Tms
zMfw0X1VzOLPkm8Qih^ChuAl;b_CisgK7E$&%x~`Qp4r_1|G?&)GpEhDXXehFnLG7S
zx`r?3SZ=($cYM_v;-*faAz7}I8F(>@;;L@{QM+A!GDfEo^d14>@$4`GO+o}Tza9bb
zxM2-EZa@&(4v%xBFu(}U??T+x#Os_U#u~b**Q=48^y}3~jzN6R=MY$UYls~SuW1Ky
zS1D39ox&VNKsf6DFah_42-tT$0^le^eK^X1z){Z^I2#B9j5W;oGrky^T<B~hUgZiQ
zJ`HN*0RsX@5AS5g=k2|np1`MNe&j5%M)|Gn@NYQ=4tI18jm*D;{wVy_ot3Hxt{Rxc
z979sIFjj<t(;J0i=*;7VIrIX1pm}<n<sX)sT#qC;-Y^4>Hz4#(C&}n|S3O~XX^Ek}
z92W1&5WToQ@VP+<pBoVP{HqY3znS3LD`s$3@b#3=I=H8B41B$sLsW1(ZZqAGdm`^T
z{7nMj@7<y7EW*Iw2SYKA$4x<)20W>#uG+K25B@exfxit1mB%N^J5pRl!T>9$IVLK>
zZRO>98L^HIdNKOtVa@~M8$(5v6uz+i_65hlZ+~$J{Psr#bN;!eIV9m&Mt<AaE}<b$
z2>7jj7^Y4aGfihIimUpJc)@3e8St3_L2}qO$~i(9VEF7psLwtULk-Q8y9RdAVK$Is
zFuk14A;_UqLadm1O)H2yVr*>~FT%iAcZOkhgh;vjdZfTth7ItQ0hu=5*;kklHAeUA
z63BrgN}O+scMOe`k51Y?I>|8zsjoQ%KKdd=`){wN{iX%(B)ZuQF8U{o6^Vt5;&Va*
z%@HT3?FdbKl@(Q4A!Q4KmkcZ5B?E$p@=l?WLj#P|^+wQDSiUdrpqKLUJLsi6FTIZ?
z7j&%<oQ3P9tNW%o*O)IvSc{%K-Pxergq$e3sHj6DF^QY07Nrx%GYDRiJoJ7u!<lA{
z&e8X^<GluV37l*z@0#JvvdVXm*?VcZ=<^xQD%s1Zz4<2UQJUcu&n~GM%S7n9xc)O~
zinfY_QPvb}SzQ-}tl%WLP~c7u!MoiKg3!Aisg3W%51Q?)XFZZ5m(Heg)B~Iv7gS{2
z>a8ZiUe&~7oDhXUL0!_cE)T1C=xXgC)-QNEr-$LUaTd6i-O!%;7F!TW+#9y$QSxx3
zYPHLi9L~|l{|_rxShD;={le<!7dfG;pRp7e>i&rMrfs8T_j%6QX7A$|{6F)Y!^B@)
zGu7$hcMib`?O$@RPY{jQ`GN)V&w0)oH({5cvdr4+tRf$Jxl=-Ra&Bm6#}dSNpZ}G!
z#!2n!iiE8=%qmwm*FLFTpQEtaP&=2cHZ-F@nz>s+hP~LJkG@yW)m2DUjP|MuiHnDK
zV~K}4`d+9=;nUvg7kt_~H-b-5h4lBFZn5(CQs)%Yr+A{~ETj4K1TGmqy@f$a3zs`n
z9AX&*={=oAxq44$Uaqb{+7(8zJxGC-B+eEF&CON2KF{e5ACA?FNF#|e)srRL9Z7X@
zN0kh8<*T|Y-}rcFX8K$O<qI*Rxhla5q|*jioyGR7p@;V^4#xJ)mmGp8^K*jGlSvBK
z+T{8)wkrwrhXH0^e^M{16ET1Cme>nUGHBK8D?uK7!fD@TouaTT3%{z``{M%@N5mOv
z*x-ybY(P+PWI&LCf6tXyh8A^o<g$Vzuc46|uxP0q+B-Q016DDIU=B1?Y2Vpu*i|p;
zjJ&1+#2f|~%wd25LBWv$!K9>z5~r`@cKj-Ho~E?*Gufmzfj_6{8AJb{%hfwk4{%-4
zYkLTydkwp8C^~wMQ(-6S-v%U5bYy^`%ahOrwLg2h24rJ1>H_C+<t~>ehKrsje&u-V
zMUew>{yMD39Y1N44<t0G92EFjP$2e%jiB`><U}6$e$%lTMbgw}RB}V52U17FZuASO
zqoKU-1!rdw+(6RVc&wb-t8FEfIjYM~cR2?~NFNLCbS@KJ6(j${fX(5~3_|y#beYjk
z9=OZ-s~E`OI*0V_h8*H3l({D;F&Dqq(IuvZQBC4hwCH^=X}czj>Nb-Km+jvdMs>HQ
zvI@KD+x87zRj?Fv(>u}mdz=k*V&Wt^F}3TaccO!d=@lgiiRn}~HKTB+7bpl%N*%Z^
zNJ<w^c65pl4X{c|#rM;T%6lA)r1S%aAiTdNh}PJ#E&qau?#?;_S*cui{alyh7*!)A
zcb#C16xF)xW#Af$j3uK}N}`dBh#{V3gCU+}0}?!dZGe%HZs@M3&wq7eH9~#3f>6D{
zR=t2@kdnr82<FgZyX&{5=JdZ>Xr6FQJBT~%Fu21G1ES`(+f|K_0fia95Hq43qh^TR
zhH5Ia-esF{7sp^+c$!0C#=k<$D7~f`#2scB++l_Rp=zxpdAQuDmcjtTj-4TP;NI#V
z4BeC+-`IA1!!hWN8+!1lQ@aX(1?{-6uqZ245nMH@h&jwKn8OSMf*K(M0t>zjT7Z{~
zKf3AR;ahr;)$s6DH$6P`;ELk;=}Hj&{HP)!+2vjROkhyx$Eop-gDa~IFvJ)2(BiuG
z2#CXou#_`^xJ5y6sz7KvC%}+E@r&|=@aJxG4_%&chb?STP#8u7BU_MKx<ZI&9KWR)
z4M-456Pl~u#AxuEQU;^JYds=NBm*q@P8?X$cD`a+PIjPq@TIQxQs{@x^Me4-4>Zs4
z8ioAB&buPiC}baTzAY|s|DZ<UHx8kVG`mLOQV(6D@I6CE1&Un<$jcwox?J_*=82Lj
z?_=cAV>En-JkpX6T8Tz$6&A61fwP8ja^H*2r$lYu2pg?6^7KA*GmgPVD`E73!_V4f
zh|V01O;$o<leIbt@s}%z{+tZ_i){X5I0pO)6RcU7!O`GPXp_IHSy<1>z<;&Pe;3Dq
zKVfJiI)y&<Oh*nM;%M+Ew80-W3&%Ja_`hKDKgBWNPZ;c@f66gnO&CAxV9mm>oD8gg
zvROy<WIYMigh63JWsU)B!WgVkv(T86fpvqPx>wtA3|JEetb1}y;l`fh96bY^QL<3X
z3BYuS&2%!yfGJ^!seSBl0Y^h=Li?2tmMm=JWZ=Ka=D(L?z@IR1^+ApSYr^<h;{`3!
zGk~rBisXL1)z3-vWaz6N=2pL=)l;E!N}&4FztyjPn+q(likQ!mzF`ls#AUl*aJ8|^
ze_)uWi*=E_rY_sP%+WXl^aFjvj$RppXMq0bsqdYGKA6u`q{mKOvfJdtmN<ceBvIY^
zqNlyJFPtH2UEor1@NoVa=RcN6RD}LKf|dRy6>~F0DhI2Tek;)_>we~JQdWbeksAE*
znR8Ht1}o1wGenn24gNmo9Ah@XuFv`PxiNCvd6Hfjsa3TL&KeO~U3`B^j2wT#nI%R=
zYIW&?vtxu-mzTL><j~KZEyb)zt-k%-xh<?!eTl8<RgoGr`NBEYZ1DC|w4ZYP3umU-
z8L2_{FP(Rq4UA%Z-P6M8PaHB_cmII$^3Kto(bm75#)-&-N(w^MJ`riO#gV~E-_T0&
zajp&gp5vi&n%lo|wh(V}9OB`)Q)YbYY-P4mhXK=r^6aCOhCEb;Or4R~LVU-0VuJBC
zLG-|d(vX|Jcity%bg=-%%-Z47F9i;c!3utL4#AYPic7y4q$v!W!x>K!?uc{9+$2|9
zadQ|85{Fgk?qQf*m!7s~)BkGPo_8HWYNfbRg`qj-i3S9-wHGf@v4a8D8=#kIIig9t
z3zg#7f-`8)^p(rbnjuZqy8qu!{o?XJr!F(O-7rW^lGoUtUBfY$B=6x6c=p~9<L|$w
z@oTh)p9^C}V&UO8!Z5Ff2zl!|guugw1@N!|ftyfeVt~oR_M?1>s{%J0gxKjcAec(8
zbOk&dtTIV*hX!!GTL*AF$H2`EIRtL5?+(OR?jYJ#Rs>gzV~dz$dnGrF6=C4!-eH*h
zppaTau2TqJcnk~RW&;u|GBLn#Gm1=Rb5-DGgAhd~1_W-7a|hgvB9py;I|o@mca;D9
zO>uuGXNi0vZFftKiBxU!1Sf#^9}PMNPxwJaaaH$|Fu4DfFkXa#`#%c9ydNUv%=Jit
z{|%Gie*=Or?^({3B@FP=a#S_-CszZmH)s&y1_Z9(8sd5?R4KTzWE_=8$R%E9x~Sy|
z4fb@84)%18L9n;t5V*UAClKs#cN;}<Rd*A2xZ4-Ti!gBaurSQv5GlpiBL(g@Y=FBB
z2;7ar6$7mEcA#)&8CM97H>lxw0|Lia_n0wn6s|nTSt925+FswwG4T2!4uRL73Gv4Z
zisGtXC+^DY^6@5m90D5x!r@<p3Ahj<;H&EqKn_oh<*eXu!=7NhiUAJRtHgL&G{V&e
zAzW=h;OgBWu138|Q_c!5Zs^s4-H>D8;;tM5-*oYsf!$qET-C+I9f3V4j2B_x=Lun$
zaUoJBU5^w5wqXMtZ9syBDh3$ds_!)e^N}j9(_)XIo0?kOV|(i!j)|0nOF03Y_f&{k
z&tB6k5(ej;3gbl>IPZKI=F<=<pI?s@IL|N%&NCpJ(p+~40|LL@8T1=g{r>CJ%Wz*i
z^)lQSG)tqq>tosES=Sb{s_B|*PXDjGL#KZZbZal<?r!ayi;g}P^{6Xo#~_$tA9Tup
zq6^ZjmOfoqfax&m3h2eMd@Waf>s(LSyq2pio6OhHTkowIFI_<JbS>9$(U*f!KoEQl
z$j~i&a}pE~jOP%%0gNRGy#bJZxo;G8wC4KM=iD>p)cymL#Uf6P0)oHy7bS_Xsl1ra
z36(C1L0xKVUFP_-x5xT)1wk0WD9!^F1cv(5g?fpSyTh;g#<+sI)_R|=A6Ty#VTtlz
z>KB$M|K$r^qP#$h0Vz~Ju&;q@mD#!2=Ki4>y_C+)bX8Ziit)`|Rpg_Yu1ew!t|WT;
z6$bIE)4riA&3Z9XPsg`#)vJ)Z)xX#wuMBckm!CCsRn9(7e9VQ8poi*e7anJ#bRhI<
z<a$(m$-yCkP+zzFoRc6Be&>*5uHK#)0_ZqEA<2;s8&s5)UK|;3mG31JHn<zgsSnkw
zEGqV5k&cM?C#`nn2oVv>2}2?xQ!5qSOGm`7VG&^y{LFPkL>P9ch>*J%){L#p==?@h
z%y!ka(t7ELNK?unBD$(yh={Je%8H0u&B}_1+Sb5cDj4dE!Q4EGgEr;2Md8wUI-rsJ
zOG3k>{*1uZDM}tYJTlel-77){ptxwNGJroGV%m+}x@v1l(E_Sqm`be5ii}3um3^2r
z9T~5+aJ?#Kad1dvG|?@ma}q?x8V*5<SV@qGp|O*P#yz~<)k5P=P8bpzSz0S;hsMfY
zp~=D~Sk8GMGz>%h$s&n6CeRJ{)n8?QapX}uKps`>5FqcUUkH$Q$_$Wa+C~hJl9Arp
z*0;UnhLPU-;(M+j62;dH;`gVwJtd0I%Ls@X@<e-Ar9f0%Zcka_hWxT)p_%sG7fg<d
zg%jdNY7|&;3<-l4x{<|65C+va1YwXu5FG}atb%lT{_lhuR>OQXTyzv!oEjgm2_GaH
zbDEHTZ>iO2kgrohN`7d++XRW62m0O6Jkaml34wm!SX9C8_m25GF?3Yy(C;JFFZBD!
z{IU{5My_j3grVZcTvwf_xzt|%^V_BxvQnWdTFmEqqWkACh~JNYJ>yBUrspFcB=Z>o
z>4I-!(Z|Q1-<c7ODgl3X7~0L1n7xs>m6a1(YhTV}0(DL}+08XiY~$dNU}&pbZssHi
zhKD%>!LW}YEGN`#UnNd9J3c(#dKM9pDe;M{!@M1G0zQ!y9vg=^VMuJW*IJd@v9T{K
zHf(~uoCjjVFa*QJlDCJ(@)!!l#-G-JI@X(ZSiGq?AuN7UzYrEb>99x-*1V{BBL4sp
zUAQLybh*yS=X_RtX^h)d$sztQbW*DTRsnJJFaN7IB<qiSdBWpznzVR@t(f02Mt1SK
zT8pGet={sw`bTILPYaf!exwFhKF+IdHc-pQY_8T>yZTqSx(&Mlj?Ia)0zShHaOwH3
z&2a`=eVYZBw9<NYZ&xijxxn?17{v8a4@6u)28lA;tV%SHD$vFi=o*{CBKm?m?(*Rz
zdRwWWK-bt{I|)~hEmkt{^sFk-V{2g_nqrSrV7`S^#B`BVwwYD>ULTjwk-TuLJr%iw
z6X2=o9m-=pCmErtF*#Q_jf|jb%!cy7@S1f~_9=P<*@NmAg6zQp<etRPAS>xzAe$}s
zPLRn1T=UHoghJOv#jZ5@%!Gb<;waZb`B^+~K-8ssrP@!i0Y9xzQ+Xy?ibpoZ*dO3~
zAO32b{Smb`6U|A*k2~*KLqOmnzE3$gcoE;%1^ObsZ#f#puV0dP2Kd_RqqaX6=u7zC
zS7i1E97V~;;|5uu7U=TVGX@9caIOg)ei9BZNJ%R6`#M?ug0GVcBjkCMzjj#XtsoB%
zFU!*-MV4aXe}>`YMjV2Y;(CP$#&9R67rXpU?pCORvR1oUfw^8D@iE=qQE}$(ZooyM
z#Mr|j<mp-E`WD(H#{D@8UM?zRULH}Xw>i5hGXFLwKK|q>)J}F943v|(d^ouyaa1+N
z%M>XBdb#=qCoeD4$=z>pEi)q-?_CwfxyFjSxKQ|a2Z!AENl|-sx_W>-Kg*S>zXJ6n
zC&2FZ6J(qEwD}{{5$d|bH^L}h2~uD$n+t(u`wMl_**nqIKqnneqLa=R-Onk3hpFU>
z5`?7lI|-QN>YBb^L3kf-<GRosEvvNRWY=<saP%fZe_#cNfS0Dw5Kx}uFmO0}%fhLI
zF<Q}5bEZ5r)m2-hhBhcig!;RrMhnQn*6nT6XyLkPXfuoC#7=i*n{tBM(Et@AXHKW4
zT_QF8W4f!O*%aHc<7T)rMPZ}{-^_5)J{-qv%JbEiooBk5iBTNvcf!jvUG2>V*uQ;z
z{)jwvSGZG!NiFd=_c``pkKF32Ae+o~4G~Mi*e>WT&(C%>6$>~9o2~N|1f6MrY1Uwj
zjp6s_(5+V$7rNpk{h~t?y^Y=BAOriFU4wyNv$5iFE*iG(x0Tw@F(FEo*F(6$6G~;z
zbFH&pE=v`A<Jf5CSEYiSIG>#K36~0eKC<=sh+{(Zv9IVg7(<_T7PvN9zm%nqeMPU)
z%&$+3Y_n!>ReA1KS8ZJeP@#xDHqh**BHevAaZHG2_I1972xvBcu}fODi+HEi2zHwN
zolxG4zB3>jH7R{(iEEH0x^R(DrbCfjvE0=}bl?~~KWCP^8i_&<_BR-^!j%)D!OJUL
zy~L<U4JO{^Y7o*ut&f~{G>A?LDsP`GYEwjsU|e)hnY+?8+FD*DA6)5bBW~k-p&v~p
zV`Tg)dc4+ioKiAQQTy-3PLoqty3*zAt6Xs=7v=KApm_UxqDzb9h3*Ai9Yw01H%aEL
zaqYpR`9b>S5dR7lWj$Ub?^#Rv<#CQd7WsQEWs&0?3<pw!MeFF=PNM-VqGFSd;)6&H
z=B+1;(I7;5+jsi|%G03HT%KMMT_xPY`9<nQwvEgf8C}6@L!s24{)m6OK{O+^`L(o3
zb6Q7Nh%=+=;DTD|rO$3~)o=*WhlMyMph2(NN3?ibiTdvh-UzR4=>(zKG!1O{8ej)b
zfIXHree@nn8;(KsaXyErZ2|{vFdT9<mpQ*BbxbQ%Shm0NyUMoy83j(I5a$u)y{WOB
z4c6`rQ8<)hK<K^A?Vw9V54qaPW?dZ>9L?piqpsxb<&vt)f`+*Z#464aMl83DSk5un
zD7uqFV8jk>1kQJlCKXj#$=!<Ts>YB6>_iw6V2uI62^9kZYnBA9v6}axLmkds2YsUD
zkgKaqdezlV#{ZL4!K&Uz7a^bLDx(uWC5Z0C;2D+wa4M7|UojwoGb#oc+FXQW>(f4Z
z8-(Pd8ab^mi#W)wMv#Eqd7?QdKs7S?4+m7jI^WS$Hh+sk1^3}L!f$mZ#!*c!JxySI
zb%*4lFxd!WytE&<HzT$(8@>HnpfH(aqA+>1G8ePY(Mm7OK1cVBFvZ8J|J2iIH_E?u
zyEcWqx-R{2p#ADve0XPqEIzm?PP+HFo)n9?v3P%-#~?HSL}<9uck6^igG{+^eP2DP
zZ2tgRjyG9Oq9>Iz`-Z;B?p4w-seGibev|FE&($$~y#n)@<s7CJ-el!V`&_?>CpnnX
zhZDWa8y?^kczxxp;BwMD`1<;~qKCiVP`}{sH?+T#!d_oz_qFefzvE%ot_ZXKN&8)E
z#TQ%yxcEGS(5ax7or8T-OICWqJ45`BQRusfe^b%rwSFcKs#$+xKT^&=qgL+)j!JUr
zM=ER4WyOx4Rs8i%G~}p0`pNF2)=#)@)_ufDbRV4!>!Wr`7Wyc+pYEgf2V6PnKPer#
zt3TyR<5<tj2VD0E7grUxolpA9lPAyruV>!&M_rkf^~5fZQz6R_;}ATkg9)OoK$f4&
z36LOX^+T4I3*Xb_1W53=8)PcMuT`#^ly-+guymNK{x)(u@l)wAz)xkuz#l552mV0D
znJyil(Y$y{KX%0MgdtsRU?0;;iensuEdDWvAd7#XH0@-S?2!pyxU$mDDuSzOOw5tM
z4dzJT1_TM*fWUym0Rxb`C#pZ&%8mUiSFi^6(`j@-Kb^j7^e0vP0f^p7C5Y}FmA*?~
zdET|fVYTfqM;xP<*^=Yl9MOrlQOVqD-ya<o*PdZ0>0GRuE_<HvW{P|U*B@^xj*hCJ
zn!R_#)kE-R64RRg%0mcByF|5he_d5@bALT4`{1Z+jWq>YdBjZ49tusf6`IB{wnDBK
zX@hJfgENJw*()!)W((ddR3ZBfW>Sbkf4t<HY3;M!)a7+=XYmM^0j(agwR(tQY^|!l
zL2i11!I@Un?5h*5fr2*+)vAJi{O%8GrKf+lSyj@*oSDt#;G*6p{q@d9YX3lZV6-zH
zXEoa4%eXv4_=5$b-5!c6bp!k!)qTjm)&Tm2>}w4uYqUH4nrlOZth?uR*GiG9+WX@Z
zYb{k6q;&Tiu9gnbf`Rlg%&Y-=b*0e&ecih|j3SRwsH@&bhEWU)QXp5)3!|7Fq`(Rd
zR}Fq?I6x1k3*UA%)rp#u=tNz4K<Hq)TM0s<erSLk@s6ukdP4=_IXa2!f*g%I-Vbmv
zUMO~}JKmq+V7!4G7@)5MHX6{AmnToX=XzQ^#v34uf5;)o6Ymj(@&uWP+H73v{u8G{
zD!)h_ppKDW<QQD)9zBrtEb4lq2I|`E@(RP!<3p;gk<f`N(xbr@>Cu4TQg;KQ(xdhL
z0G&&|8K4t9E_Lr>sG|~mhk;u44jh97--kn>df`A_&y`01t0{WFtC`UJ9=h~optitZ
z4hsy3svyL9O#=!m+72|Wz@6^v49%1kt86P)aSR63-5dfd?hdhH&(*BJTN80dM;P2;
zh5>;Y>Z7>^6lSalHACI${-L3oGUHv_jCVN(o$)<~z>IG~%=qz|W)OFnVQ_~T1_b9d
z4G2s)9W()zTVK+{rH=EzM^C>xule=>J=QiG#3CNgP*Z~FX9$<N_uvG0OUgAM>Mdz^
z@7#vM04p6FbXn3yw>`!;9Tbp@SEY%Z3FM9s%2fw9mvREUDp4Hc;AYsP=UAu(oxfDM
zf@2;NIzA{ABZrYfNW~m^`Kd9nm023_n~sr#1Y+b!Q+<Vz<0+*SMvkWjMHo3Q{NWoT
zpZU?XJi^Ga_#&;+zr~HheEl^BiIQ(S*fwCCJo+D3C3!w|c!~HwMy4n2=ailHoct60
zyWsz7*Ge=Ps*XHMPEeopNd1Xcx$*MENp!wHJ}5Nbmmf@)BHt$rRul77nf$Y>VftC6
z2T%GhbH#A;do|V4KRV*(_gWl+R9}sFs*P2XR;Bv$zs|zV?*r6EC_IoXQh0l0{u~Zb
z(G$~&Aj(+Typy}W+?bV{Ae$}jJxab%&5ctiNc@F^b@nXe&GEpF=MX%wV+ZTRKS5zw
z;!jY28;PH|;z2dI;z2baft%kAC?3{c<PP<4b{ec7lJ<l3!?~Ah1v7UOBxq*FmkIF_
zH@`o_De;s(WkB$hdfPP+1{lH*+QN4Sh2sf5#~DEQC#LXId40t%oCr_pBJ!KM{XN`I
zm&yC;0}Maf0zU}~#M5bXvwAu)uj2uxZ6Bn+>_dX^bS_dV;OT5Ignr@aY%nCk(-~mN
zPd|bs9YV(O>TH*NyqbR4JX;2MwhZI>T9$fx)R%R?rX7Cu<=vY{WylvS_eA|VZ$AVO
zaVCo<)z3A~DMvr-FYBJk!k2aB?(wmevN|a_?dhKx_J?#!6lBeelH>HHI<=>+a3%Oc
zED6(J(EXYgzye>;ZFZA;^J4x5Su8dGhZHNpXDqW?&@X&V?k@EUUm=^(l78U>KlR$s
zFMJGQUt9WxtENY*i<xlS*DvZ9u7Db;ZqC6SLhaPG6}YtHD|MI@Csr4?RAq%I<b6^7
zLZN4GRa}MIzR%S!)O1Z(H6AGMDNsAos7okSzp(ROPc2+wdw7fbg$=}+Y5@SNK4;Z0
ztSumMWAb`jWueyw$qUteBjnKsZ*3^uG48v>MCCJoDxxKv?(+1e#G9<~L)4>9OKbO8
zG4gz`+R1W#d3S84S{=4GlGjzCB0_v+jxVjDBj@*)N6NdK#Ha-uTFa-4%Fo@@Q?{?*
zzDKMNh+8>?eGYgH15=7$m##ktT)HvVEgXVlb$P9bb3bK*)i!TwR7H1&LmXzz^v8f-
z<`6n?Tu+|<wO<o?p|QKG+`X!L1@Rmw$Z6|!%lOWo!E)+3ccMHS?;a}7aso9fCGsXZ
ze23^``kfw_94*fzxc?Macq6P5{V1Dfx?78XI08qbe<W|*-Lr#;8|v>4@{c+i?Vu}m
z8@s*Mw?m|(PEm?HljQCp>T@b=OV=K%Pl~tX7;q*G&d=9Ran})DIT|Og35}E2#2<&c
zYgKW3#b8bb{{3zK<2eTW2}Ab_RFwmZ+tm?sI2!y3ZSbE~jrecmWZ=Kv=6?^zfInft
zze687WBn*cgFm7D{MBXm@@T5NpE$wE!2g)d|6Ps&f5O1?7dQs231hIXR)bjo!O6h-
zSDSUrFxGWoO&G9F;TW(cjKO+(2C>fOWMJKRn7s0$uXQX(fHNU*sl%n0+GGe1M}s|~
z{p=Am2kPE(le~QMux?^Br-h8-VRYqDBpHN&jEhx^GQ<+z4l)SsmjTC%dhXF;Cnp2@
zZNqe6KFBe!fiQG&L_6^`$AC3q{H*bDf$0t0BgIKh2G+0JtUuuxuqF&tKa=UMExzMu
z@F%pNKU9CWp?jhzH=K1J`2S<`Pv98vCk*(<H|cVtbT_64t0t#`5Ta2+9N((vx5M`P
zD_4n_GLG%aTd9&wvb+@SDSu<hr<5Ax(Z$}HW=^6(w1)LGCFOHHddv7mp47nSl~n^h
z3-u`-)Sv!a4%Bb6?B|Rk=5y0h1wi^&`KFt9sp!ou3EpxrWVpWNU>HZE^k>j;UHWr+
zwKu^UH(ZzgKo?8_Kc%$T%zee`JsejWM3>AX4%-~^;DCuqBA;`^MtqMCyEK-?C-!!b
z)myliiKUzXtJg;dcIm;g^RJ6?E1GPu+5Yy;?r*J)q*=aqX8Ik939K%sM=V1u=ts69
z`aNOvb}2<T{m-r4&stA~(c6oRVf3Ya+PYggte3+YhzJV756#=VKS=wCS+B;JUa+DU
zjj5ed<g^}rn~U>|LX8*ca!GGTlswg=Z)V*VTT6PS(8qS$m%G6q1|8Mk7_`BfKHTv{
zaj!JN<zR)9xvWwI4XJw9DRK7yhGG^!ct`z<G@|ME85*zDM+5IUH91D^>EzxiQaLH!
zHL4Wrca16>^Y-wfp`sawsCNz8>T?Wo+jkYVP+0c9VFVl2H;6MG97~p6ZmC{hxI&p(
zgr?JDS@Os`qcX*yP_(1JlGWMjQLGn*hFqt(Hez}xD_hbKu{;#xSYisf?RtdZ9m?<)
z-k}T#4zITE?rt5&!BKQGk(DmDcXvC*gIpK&DRIFmB~DWs5cLk^NK*Rh`wy)I@}IXL
zTQ<#ePZDo(cIekv?S6fgWAF}nfkV)*pP6p>KSglWt|jI;6Zm^5D~m8V6Ifvci%Gnw
zMvu_TeEuF4isD*Q;B3PLINN~0+0VM&wS)ntCEWT_c-(bG7S~0+*PDd!wb@kp`h@9g
z9FAY)bx##VoE?0fKSDo4`5XgZkK+)yVN8e{N)*La-9X&o>?L8m2m@zt;+PBd3q6hy
zAzQ9T2z+gr0ACvr_<G}aZE6YwtWOCSx--PnTow4*AcU_C2;S|zBlLQ#Kc?U6?Vcvi
za8~g12ezL-;28M%5{JOgKZLm8ilQjX&m+3_N+O@Z&Cw%6BbUU&%~iuN$s^5}uC6Gq
zAp~wVEN~po%Z%j)jL0uYlDG7yd6Pj0SG^l_6+*K20QUlsZ)m30d_5y|NP0L1X?-+@
zz*QqctQdPWE0EfWJAAbuj2B_xtJ}jcYeS^maXnJtEW-xGqya%pem}%rPZ(f$%Q-R-
zSn$@zL&;mm4c(Ntj@sTj$}#ZP#~cE0eGp>D*=yQC+~KV&VY~<fZ&{;4WA2|2DN%}|
ztjI#25HEPkumRpOAbxMf%7r7{)rEnB%U%d^S@9_MouZwgpmJHOQ98g{aSSdF>ct^&
znP-&wm=s*o7~&3>jSb^P7`SXs7-nXOl)2X<1uipefXfUBT$VD9UXu(kywzfq8DLe%
zyJv~V4c(Nt_S@dt&oS`UOB@1k9SyPL#5L_8?(o*xFkXa#w|)r2d>bO=;`K;@w+tKL
zEdv5?Jv7OkDGV^Y^<ap%c20Kh5p_oM;8)(NIa<e7O^$)L+HwfI)oQdETkRFaRUZ`M
z4sR8N@gfYoH6jc%EJVtv>yZL)88*OM1_a*fH^bdY7+`oSZL}F%LuR`7iyek;%3E7)
zZ*Aomc<V6^fw%UD*zv^G?6@+hD9K?v>qHnU5({U25Qcd-M94?iAq2iMEP$^J2z*s*
zF0H*8VEAfN&{uR@)H@<>OlVM*AESe+JjY=2P@6;GrkZ2SpsK4Vt{POt9YNJTj2B_x
zCr=p086w4ZJyI@=E=rB%tl%fZDER58Mf8C_0}MaiG$s&JsBfx>SuSod|7*D3)%k;#
z59qQC^M(GPi@ploWht!&81L0M*t7V739&MMnL9peA1Nkl?eCs09^xuut@eHf!Q1H_
z!{yOs?lkM(G5XXz-XL*rhFY#T<W8&5%f3y)H(cf}cUSG8*!z#ptKa6j${m3f2K!{+
zeN3W0Ci~KIcOP+#gHdlCY-u05Kg>yRO!j>a!8`Ul1fh3qvI4g%9G#F_!}@ZJx=^8m
z_>NQKaO{D0)hdgycVzK3Csev526eHI@&Df#z3KK2#gY0xM;O5=&I3JXs88LF9jYYm
z4qNpo`hdaUI@W(FD6G6j$^TWHutim4Ed9b3RSh}qfV;C;sn)2lXpv8gQ0jJ#&THJa
zM+k;WYuy=EtFf~AT6*(pquBUYwp0`(-OL~XCF1WHl4@m*jSvRe>)Z`3-ThT^*55R8
z)bMdrrU#DHd5KwBF<{>&(2U8G2iLj37KI!V(*5>1`(B)6#J_t@iRA$F{z!s^_WrD~
zy7%XC>Z|qs98MV0`}XPm8Dn+tj~pA?`!>OF&I7$~Xdmc(?udZnv+Iwj<5(@5A8<EL
zUac6R^B-5g(D{#-)%iy@xo=O*XX{>mZw%k;?rWVu_b194hbAV7SGa<RftMI0pvsZV
z5vkVUGGd^nm_25?kqoNHU$?juvOghKWkrB}ufS0zO_xoN-s=7;?g9hb3o|pfxm${F
z8C<G`8SBE>?c3eyAq^b+qB3N&_z|td{~|QdRRdf^=!%|wlK(T_Se0fcadiXEx!k{6
zZMpmDl%^?ZxA=Q0UHw8YrQd>G<Rt!#2Aa}I?h*2>9qtw8v-<WEMeXGFo$l1Amc&OU
z9N$zW(N3GK6=UO}ZNVS`#s^D>r&>*K34ds}Kj}`3z4g|R?)rY0J1*NpjLPaR`-XyS
zCQB`bH<KIpx-;b2H}?wp{9gLnD1IHj(_K*%aMF+`*}gcy$4QXLM{@`s<q-s7k8=E!
zyt>xRTl8H?Ie)c@k_R4eCyTkf9X-^yN66;0IZep(+)-!G>9^o{Rtq#o++A2QxADU`
z3p~z-34zC%yD88mM_(9T$69rZz5rvD;)Lh<G4%_P@|cbkGn?PH+x=~X;5c=kJJmXV
zi~Qj}TGn})tA*kGMF#QvZ`~dm&R-}iB<9UCL!#q)i$MPI{4DV+D>Ur83yv_6fzX&G
z&U0``802WLf67S^2ET9!!r%%)Lc<_xTxb}SAIBb!GQ!{{P7@LaUA02iI2{I8Lc_qu
zU*zf`3=9)g7|7EZvtuhWI=}jjA9B~Vs*KZ7P(|s2DCneqAqqN;(^V%tUr0T{dpP0*
z@9*y?(gbfmP4M~<6PfnI#B|Y*8;OYM%^-eVj_!A-Iq0^mH{31s^J2{J#u))owS(gB
zj|cU;ta#{d&qSC&J--`Vu5Al3g@Z%lAy2oQ$Vm_n%Q*z`u!JBw9)fq`Y(YG96gxOI
z?!*b7+HK=BAyMGeYHS)O3ybr*I>v>L?KXZPXMrd%6b~eWd`4$09VKg=rev_s4ugG)
z0%7o``h_rfGg25(G8iK>4n`a<-fGe>wcP)Wi;@|cBWlWt?^4AYZCI+lPrDF71ADuV
zZffn~NOXJ>9t1Q{)bmg7WalSoeE5Udl-22O?X%CAB;Dx`Kj~gA{^8(|PWS4Te{vFZ
zdg6HUg@2?&r^gdSclw1BH0o@4+Fi%0GhQcwvroIzL?&;Nke`36od0ik)d*ujJx&<X
z{k^n8wZ`kYUHtga{<jI@I1lu{VFR*2vuWPg%FHsq{>9Hw7HB<QXMxs=5xRef`i1Tv
zGQO-VF!R~aEPzW9r`$b6$l-SnX)b1Rz0m*D7{niecK_3DAJqTW#PQ)X1@)F!*N%Xy
z@{U998f-u;&`z4nIP3oY{SfV+-Oj-w{oPx)T+2z&-}iCIeUtM%F$6Gkem#fX+rg3l
z-@H{BDgQ}M6Vls#v^r1Ny?swuZ`%ZSavtby!vg=)p2j^A?(3>uXw<g5{kY<YZvRgG
zLbrbxsoPNyJpY(`qd5=2+kO6v?%Gj~63Y8)Pi{*0PZG-!An@oQ1pZ;_hp5$0hrk~?
z1d{oSK5@ZySgCTFs`I+zC3mGjN+^BFotRyf1eKK%`f1Pp$t3F#$vjTW{OMf9kPsQ5
zTUO^J2$AL-f|QU&kU&c4X62UXY|!gv$_9Cy8rk6D%Mr6dH%_Q@sT_QbAEb5ZBCq^x
zSE191;Sqn+@6+9@MYAWuCTz@kAx;c4kQFlS=^LBM+!Ed)Do*;8==9J>aYUTVQ@;==
z^GYJ52fX-y^%@lt@OM9nIC<%Hcm1eM)LuSudQ&Y~@eOyh*uqssl-$7}Axcs4n@SXG
zOCltSOK-Td198#jO?Q>-hlo*GaWO=DbUl-$<Kodb-Mz$P92^oC!*t92oCI-kj6)C?
zhY6zNf^Jt$m;XFByr%WG9US-kCpB4oz?)zh;Il)+lOhZi?{dPB;3(D#ozlT^eo0<z
z#L%$G4slKh4a1T^3gMm!?*$baU)Z7Xh2n_Ns4&4F8WkoWG}8F|QE>@Y#`I2;7oHuO
zBPyykY=F&aT$tuBe&G=mqQfXEt{IUg*S_Qamvu{;tX1I45*eYa#Ml6<v<Xtx>y&={
zuDg~aE{jpp#hfi1)H!oz+$bBq@17!BGo++K@b+@|<BsxG+7j4~rZ(mMHMLp9R#pFV
zhWhMa@ZlY;`-e23Q*6oQE)A!{%yrw=?eZP1jf@B@{YkZM&@n@9K`oTs-1J2Wl>{B@
z?Hel349~A1i$8SVW<G9oFW62ofg7S8EpdwhQMZAOB(3aPwKR(sRnJ^-*Or$)%#E>@
z5N5f%icJ699V4flaaYJ*9`wMB`OtE%;>YXMMjHYGw}GwZ;NWdwn<wboz_xNUiq$qw
zV8v?pOwhN1Em354v09YA4Q%xUeNokI1_yOf71so@GnZJZi>i(&QiSVK^$VHos18^2
zr5Cq>o$WQHf=oRZ!M{cFpL6a!@iCVSC%?}jxDD)dxRV=M7lZz-oPCAbn5pV(#f7`}
z9nKavfBniKxcTdbiT2H3)<kOUf2!cozqv=nL|y)OQE~8>|KaAZUu}o}%z5KN04^U6
z{n~bDQzZ)y%~HSM(5#6Oh6Xsa)37PA^6*#grDnild|3W9)u#63sw;=abz=~Eb}qVK
z*0+8QV{m;gbr9L5ZvE;vQJ?>x9Y!%dNP#n@25<G?^`)k~*0X}_`h&ZkymyB;S#V-~
z+Nkry;Nz2m5>MPbc$bokBS-fWfqIJC+|;gNdS3<ReVW7d!#UH9ua6dT<C&pN<mDgT
zy~U#jf%@3z>0MsCt}^~>cd9J7<c<>$b1IxFI>sS-EFy?D54Qq*!U<40^U*}T`SlUU
z;3VT^4#DQvk7QN19uw1kQW&=Bb-()CA5SPbAg<WAGq_?u%7EbF7Xv~Ak=uHIqTY&n
zXQDnz`s3ujb4BJP65@|-s9txHR=qCAVBfAIha4O0_BbZ#ZMz%ke|3_yvm&^v1;iW{
z7|daT0l|*i>2>|O2m=f=YE255ffJ0UChE7k!xQy(+M$X1kknGHEqZMcL3FR-vX{qx
zcTW)8ITa2_Z8jiuK+4fX#?R`TENjm8)e{C5`rI)|%U?7pARp(XUf_Hn|2Zyyo_L27
z;EWXc5tqIgJ-=xIoxr6&QAecSuw^|Ll!YTwM$GzW9f|yb@LP@pj3fs~q;6CiAlckF
znSLSJ+&DQxvQhKU?Q8NAwl(#v3QslL{_9yGYA6o=KtiUe&LB}Te%nNsE@7tP{Y;rr
z*mkLC#VB;nX+Bx!oTiiYS$JO<g^N+Bv+!fWC`JS+a29@H7{%Nmh00r%4NX;uG?520
zJ^SSE(VoWgt`8|$aSENRk|zg~RdO&{?N!2%tR9iMjXc%ltA7n^nchS}d9JF$bwaLM
zTHdokJjucOOnk*Y<)udyPZEbX4yPrboGhbbJ@w62I2fOC_pPnBclJz><m)VPfVV_O
zJHsJ}%?}Bp44*9VHRJzq0;Gj2)FbL}{1uMD;rI$uSkEJ)MNiQgO(+b@2al+>Mn)s9
z$Oi^j<O2gj87)a3P3qIe6p!cc;$)o<zMrhq+R@}bcZsfsPO567^AxRrXO2Ny>(3$3
zzt0q%*J{%LDz6Q^rX9o`b{O1YhXJ8)k=!B-2u$cO#WW!&q3b%a!B9(?u+}zVEyrL`
z*~=j?VRwiL4_wm(;tmrG?l8fCAT<}H4e<#B3_DhZ*l|Fek3VDRrtJ8@w&MeiL04Sl
z5XV>f9!H27m#=09s!DAu4BjaC<g9Tx-XMYg?*{e9(DKb>o!UQ~tW*1Yll9PY^Hdh`
zczl`>L_a<_9Pi`=7*)C(kig-11HANUkH;}pi)=PEAQGd=6y6>pCk92TbMY%U0Y(#w
zUYxiMf9jS@)x*g`TiC>)FbpR~!XVG+6Sq8P`K`rpLV_@y)Ko6Ua8jz2!EjPKwT$6J
zc6l^k$WwJakt$ra)$@!Nr@2LV8F-UHN~hKLv~Y;87)TExpHJ08$hoP~F}HVNW!?yC
ze<nu^@eGv*qCGCzzaf3ja@b##;W?Sk@UKh_W_UIo71PKzWcZ|MdOA9=k*9I`XG#&C
z;$P#M;RJk|YUv*$aRR<Bhajh?P1EndCapRFf397I&gpbOGf8GN^(2dGyg3qkHx5CV
z<Pd}+^RuZElb*}Jx<-ouoC?{!&orGK`)~{%$%!0-)H0sTR`b=#3d6E{lKR`o?!*--
z#o&sRVn6~X;0-9A$iiu=GgGZ?QF7wInQ6G`E=T4Tc<h_*I!)70<UXz??A}WdW;ag5
zAL3MaEK3bY;557eh9XZ<ztB;9$6ix7p3ToW69_*S5T2`^&EGfyp3SA?Lv<QH+-E;i
zPpGNhWn196pg>0_{X0G;E5Yphz%$B&&Tl`SQ4)w}bg5DW&uF9R^b5~uqv;Wz(Ev++
zS`IAfloL+H_b9ec#nTU)XPW@eHeo#14Dp|ee{cw$itngT#rH~_6e}~^dlu?y3j67R
zoLxigqw(~^J{rG^4p@~ddVBl#dC}JS;qv^lo=IJDl*~@*pCa{|O)En5@;{jlYOB-n
z3b_V|)w2Re=0S|})uf3&GXEe|zy*%XAO1cMZ-wI*^F!Fgc4W!Zq<RTXL8}F)5}ZW4
zS5<ML+Ad2~m!RV6u=<6%o2F{V7zG_Ks9)H|_o@9OY~OyOeql3jqFO!1w$2~w7gqQC
zuT`soSi)6im82;HN2-6Y_H<hP!U9QW^{R*$>SQ&=!ff>wm48%Ln^iIm-Y6*~XAIp+
zO3Py_dS+X+hPI@Or+<uERwUD?6iA&||L#i5ge^-NN6Q1Z^^BEolzN2BIJb$uDxBjf
z6myiD(MQv!2T!t#nG9SSpX+fu43Ms0d%dgYE)$Gpiv8U@?}>*Q1ATh^AcxQyzk2dO
z*I7**)Ah&ZA7EHoyt*{fC3DVt2FY{9o)}pnZC0Y}nCEFPUS?$2H%&Aes{C+bx<0_3
z(9=^YKH>E0IIQC%Ic<=qwfK%Ba2ocb>H35@zR><(j>bV)LgTdUd(-s^^VeM-r%0H=
zyob}aaWkZ&nzMB*M}R#caM(6A@s>uSDMy1nq5bS}*15XZ(@o@YGO+JDL!U$L!!h7b
z7~-EIUwyYnJu#A_!Jp86{)P8AQ)IgOfc<<<2L5ww{%be}{0V~t_;8QpXz(YrpFbT&
zPLU53c)E)NoDBRQwfP_B81N?y{IhXY|0sETKTlopCZ~ZAqVWrXlP>ipCw<AuAmoBA
z<Y$h75W<j<suHL09Wz<yfj^=B{9#1vzGOsoP6qxdGj%6qat!zr#xz1cw$M|-qDKq-
z32pFS)1Ua~b1vZTvH1_>81N^I$zM$1G!Q~Gej#ta>`RgF4)o;8K})q7;J?J?znQlM
zf5L!2PMq)NXs{-<pEXtoBRzYxIygk0``wdsW67)Z5Xn>HvTF)XsHbAPX*5aojtQLq
zR<wE!c2bE|fBMgVtKa70?+HcBXJ&g8z@No%{`+07eDM7Dr!)2W?{gfD1>mz}y86II
zaog+!>)V-n0T{Yq0`w|n74?PtoMO*o*1I!t2)stg{}dap$Z5_OJ1WCRcq&`Mn#B~v
z0q`-GM)nA#xQfDPh_l?m52z>1(zmUTl^6E6ZJQpictNOr$G*{)geH~l8{;Wwi8@>;
zZUjGjizibw=3q=w>&%ja$5AL64X{}8+Bi=?(J4}cIpaN^2o2)Zhh={m?`b6RBej}c
zLKs5~4nDSD>d6ozA~kSN@H~^o8>opyaGT73fP4mTOR;JnAphq?N#j~LJw7(l>2dI-
zt)f>adP+>KVEm9tp6Oy0=d8R{j#|kJ?xEGvuclTxd93`P3^}!S|9G*Jvj{4;JGUq^
zv!#8y{c8G^yTRj-Lpl~!HFZ>1m9k)n*86BiFd&dl-q9mkK0d{B*?O|9K(f#8hqnF7
zI#E^&`#gPUi{#QH(>>)J)`w-avoGp3+To^vl9?1~-*Qi3V>uY?_NN7mmawnKEYA_^
zx3UCQiR_lItn#zVc&hBH=feb**1Odc=de=CYL^~C5=_f49@|GWoy{^ph-n!STGF05
zT~4qy|K?cU5bq+L38E)DxSQbIe9vVugj3-KaKLQ+0yuzU@B%oEL+}DPdA5E5oS`u6
z1<=TU*svh3IHj{Tj0a(GO6Sfn%#PW5@ogpjj~nE#M+#mu4c+mYX+W@Yb#aNOx-h`O
zlyZdYq8?t85baMb_3SXgcs=YpTPEC}-_<c&uR%6j?l~sD;OyY!^R|=Ea|}+7{mvn9
z@~<Io_@AP<s<VkZoSiU-#SVB82F|V>hN(Hnbaq`uaV;ruwqXODZ9w2GvD!0F7+^T-
z(}1&<UU5Dk1{zwa1;V~_bTIbi7zE>F4uNeGLM)hiO$&%S{IoKR7h&Kh8HU*!B4y|G
zNP(XW8{j7c0zaMZ<ZLPoFfLO#@PE#_;t<ybL1_@;fWHBOi+j)U$0ME2%a+fN8@o1^
zGeS6iV!Qbhj)9y1!y$0<PazKYO;KDmP>4I+9CvGII1&bKt`UlHq{@Q_J)JH8qo1J&
zt|bIsHcWt*4TxG{l1Kk^HWUUJUOqZ$Y`s{n37l-u(YM;$g|t)~svifOjI-{}DP!jt
zjNs%^x9V6P#YMo$3phkM*)i8Nf6+C~C+6_+)=*X!Vc_EjLNSg#rjQ4(M+kguSO6az
z5Jd8)GsZSGe1LCgb(%T0jtN!C)o6`4HXtgF9mPsn`vR8Uc5;2_F3%m}qG6Xx8sFKD
z{*Ghd=yG#IBk+c~X4<<^QCv09h&w!;8pew-@N|<fOv4Z<S=S>4t~P9ds|^TT-S0kn
zoi)HTY40TpxEcs$g9d&!An^0o5&WFH*E3Vh;_ML6)8^`cp2jio^I8r;)>swdf%S^w
zs(vQ!@bjK9UW9?4pA5qs2$Ayi^+<uA4IAKR143z|lQ1C27|kA{^@b0*8t}702tOMT
z<mJh8{dpNFW6#5$+2T*m2`>Jx?c)D(3|yQrFEo@Z&I^R{w97rSQWe2fJxt8u;f7(X
z2m=qd55u$x3c;ML<Ml{^hYb_pVFTh%8cl=&M%IvzduoeeTo<_6AcUI@2;BT1)6LNb
zJhQ}d&IxW_JWogRVvd2EcW?+Id0U7Fb}5Rh`kA=H&j-SI5e9xf7KS+-BITv)kpe#(
zHo(sYBsc&XU}TIhxf*b>K?8>_nCFjMY>ej5*1MFQXX{<c4m813N7#+GAQUgJE%nR@
z0l!n&RvzfqUdY|u+BX-C=d*}byL^e641!me_*oL4cdj#ES1RK@0|%REon^qYo(${c
zOgZmaPYd>bYoGV5$9U<I<o`bF87I1PaLDVGeJ(PWlb|Gd0Egh!sxLw4)r$1Pk@Waq
zyGO|v4v{|N=CgBbOTHbGEGF^BRGd6l)_c5ak_dZc5+$4v#mT{!TKkYCt<-<vX^uMt
z`p(x!S;A;~b2jK3!yxKZeMp@<$TlWQ;tS66=j&qi`HB;EjP6svuw!)JeC!ydO;amr
zIHj(7o-ef&-z<9^@eHvZoG<qt@$?W6bA7P7RQ)KeE*;=t6?@jh^YsR((LgO;R1Vr`
zpWS=_evnH#JE9v6zu8~s%wy1RkzN5)cL@3`rB8Cf)S0|ex@-=fF1k{>#fzT8K&ABg
zP*$u``jh!G_9f3k>*x7$?Mt2_@gGhb(z`j@lUKA=yW2HRa9q^C@BJp~MtSJCr=3Oo
zQ1`ryR+UuUvvVP>f!KA=Y*EOrdk%Wc=51O=b<b+C2qu-zJK>3PD4P<-4a^d$3)oYs
z+{0|DvOrgVr@rF3><|q(rLrh7C^c7GL=B+yL!|Wc9}chEW$*PVZ8r~7S{G}df7=r+
z3tso!8j@Z<bhndnZ+M1?BCZ+g2l5Sws@QffPz%drElMP}zvrn@VXS>Za@+!0=PggY
z><QGuTumOKc<@DBufa4>r9G8{gH_t|7U(MN1stuGlx6eFo)+>{-*Qxet`?P7F3@$_
z;}oI2sBG71PhFtvv?m!nRGl{01+hP3fv(ejP?6#xen|boL;MigUM`O&IP4*oC@Ut{
zE{^Qg6#3jco;-1kONMJ-;1JYlKV!JIzV*QZ`Sg3_(vOMKbm=M8mb>&h&J5MrpK%DP
zv%gtjS7(36QCOV+ii{2{&i|tQC_YeR{>6DzXMbk9@vOl>xsl6<8&BD8OkU`BV~Y9(
zH>NBs%Z<Z6_AD^nh#k)wXFSCsTebJ^LBNBJIfT9y<dI#fdI!lPA5)m`sy1k*$m0ZR
zYsS%4zWra1*Xq1b7ibR)BN!AQzzz%-0lPX;OM3?<SHAF>r<N2evXTX-(;G1L$w+!m
zQn2xYs_Yd?7|LMQFO+wl^K?w_q#(Q-Gr2w}a$NLe`}Jb00Y(}2d#*fY?U_$T#)(aw
z3bic{a|p)YeFUNLm#jb;_Hj;t8Q#%_dWLtDV^A^o5r^RA`+emr`xBgJ6qe2I)~mn$
z!J}3-9Y^Ichc{Iij4|ypAgIJPAZj+{ctML&Dc*W+p<Xh?_c!AgksN<iC<`1yUWoRl
z3BeJVqSoaQOi^ns(r*GkF4POB^%cd{jIhKaU7urchZP0{Uv4uXm=l&?q^lOm0$goW
z3ac<J*|$*73->P6<vHWIvgo?81kqiGvZUQvxwnW#oC@VR^9+b8&pD9Tu8lCj&}Ggd
zJs};tC?FW6IS+6K5WI&Ao+qB;1SriR_n`<otk11~FVdwsPujxv1ceo@?%g$(hm?PU
zmB=3gzsab`AvvhX`B61PYW`8_f}HZ>q6j$!^Xc`idL+mdKY8XvNGx4`_AC)MEoLF4
z5=)%LAoiypsaRsLZ1#sIPCn5lceO}o6uOA6+G1Tqm%LclVYdpSXwE299kwrw!WE=I
z9rl<oiV;By<R?Q@6&^{81Nmv3PEDLdr>4KiS7vHjrvxE2ZCNa%{^xO~Cn*R|P5<z2
z4}O#EPOc($_3%xyy&Q~L>Ya=AEY)a$((8?T2IQ%oTHC*uzUmw&cJTJdWiN6F;_?VV
zw8hw_!6(W-<y1&$A5(v*D(sIr236QUaR~CkrNw%i<`;!wd0>nBn<q1ixHi9+z9-CC
zAPpE|@P#r1a^YUD$FW#vfp-_{JcbXHHCjR<cpkIr(}#MM;`KQOiL48UK=F=CbRvtU
z|J4pquA;cA0mL0|!3K9&U_jJr1HMpZK#@S|EHTZ%7s_TEs;NcB>9!fuIR*pDIu3yu
zt3%AV{hDSFcbH*thZzP0W~eWe8BmxpCDaU6f&HSPnlj_CZN_1aL2rD(Au!|J5Hmiy
zrWwQ?W*FRIh5<nlwgG_&hk_<xt>H91YU(3MM;7bU{`_J+rlc-qF@{H|Dnaxkgd*%_
zoB+c~69W<`!ZyIrq2W?3v+B}-ObjReIRnV-6O^ecJtuMk3?~%CsPqhf>c%bA!^s$1
zSf8LURAC!ggVfSh*gSLj&Bb^^f-s&$tNy`wa<5Vb<H@~CBaA1wdgSDj<74I66z}v1
z<4IZ-Z?SlWTZHlCDF%s>N7B7d>Ti*qWN<x-yuMVABCjk(DR!dKQgzkKO9S~mS01kJ
zt*w(hr_)LP2{OP;^1mo)Nb-L!m3OClJEy;_AUw$*<O-nzJ8Bt``12Afumy)8wMQ+}
zsokVi71)!O=Gv+K=#NwpIiZF(PB?gbr1r)ff*8pph&DD@f}O*uklH&g(;2cO$KaXl
z!y$Mk3zzBC-cMmzX8coGY@~MLif7T_if7S)1WK?CD4vCO<PTN(oGIV-c-!g^s@Gel
zpTP}WGuXP0Ak0>jUGL>oco6S3Ac3-L0}SDJ*}~VE!tpS^&Y3{?D*@psyFSMW@Gy=i
zzp1k8a6g?T@2j%wk8FXj1O+<k>E8z$<;2Evmi}k5G7mIuzHFZCt6Q#w<l&hdubSbR
zth}6l;hC(wJi;^SXPL-r)WDJoRZ(@la<*M{O+Rd&H3K|rhVh&^T|GeRTV$K*HGh3e
zU3FdD*n4Xd-uvx`0U~ajZWmnB54+&{Hu}DFxuTCMm8g=b5$hc-wo(D{&RKFv*FH)4
znM!Uw^-q#|g{C#B8%jE;U$oFeulW8NY(=&PB&&gDmDp&E>S5AOS7L9b(z!q-_9wCP
zTgifK@A$>M#F&_mEZMDAEl??_mcXE2iCR}8?dYF6YMl)W$<XQ(^{3LRq>9qdt^UDc
z&@<{6)-LL+X*gbd|59^9%rl=*kCRG9voh=&>dcaMWDWTM{wV37{~(caN^Ws>4CIgq
zd8OUhhVoQyaYfmw@{JAUrDon8=|h#Ln7?&h+O|$NIBvLsZgK5WwW~E~xq7bg1+tn}
z-DR?Q3vZfQ^UH7Htrw&Eiwr-d>$DG~`fAJ9TX~b@?=2`zFAOlBvpiUt9XF4GqhzI?
z89n3@$L4yneoOB!f+KZ}_S#n7f16;eSgdI6eL+0ISm_$=QVyX?wR$q6UX{ky6U$Mg
zEgoU$Qu@AFHHUbUfpkGOCqfXuv0N8q|I*I;jQE_>qZ;+I<+_^oGRL4Al`vFtTtyCR
z-?6s%o1;;UN@!H0o>?yOeWj_H&WiH+j^19P$_jtKkn12MafKFAk7FQ&FerJYk051=
zn>iXn2yF<7@8TUMyqpaDoi_hL90UG@A^s`ye7BDE#5j%ye?t5D<Ao`b_pqSTY=^gJ
ze91}j!up%0j~P39%BZarIJNpFBpKbJ2iJWRb>}GRGFEy!$eP`}F>cjR53bvl4(d;T
zeXaU!F5kVOi21ntkOCmk$)TvPy^~uKtgn4wg|4rCkfX7Lx0n1tOL&Q=s1S2~c~~%M
z#Q4cuOAfBkwYJa;Bi%^~m}c%-^88lsWO=~tt!Ul3!Y;UdN%7^H?cjn?aC<J#`;tSv
z&f$3P+jzc9jNH-FTTy=Q^fnUjZ~{ydUSA<cyS#a3Q@jBl8Q6usSL)YBgvpfW+}<|g
zd(IIeb3ESm;%5$qpzpOcHA}uzC|F}x@^a3UJx|6Y$*x}S5-avLU8{Hs6~KwXcJ`N@
zqHj|pdK+21Bq};R49mG<p<iBpyl1AUa~tbawa#B7*wX$26mMzkGp?8SL910+`o!w}
zf##9*v9X-1-gt;9@TNJ0k1GTR_A2y_7JWGw4)on7EA*ysi-kA1`2Lg_Ik>ksOWYEv
z)rH>Pj0ml$pJL?AMcx)-ZlqSl{b(9{uE<*{Leu!m&KQ}|hx&P4Xw!;HJxcHA>ARlm
zZ|Wcq_V1J!fy3oxt{7RaueYVRJCuV(hLXzFVzgK3uLFI(`QnL4bfjeS2;2|#^9~Zn
zA~nFpJcb8RP#lbbidw4CTbs)F94vbe@a{Gr0*ooG2YNHDA8wPy1HDbeMJ`gkWF&sa
zAQ%_ETOrr~-XqQW@-}P&CnEu16Bx+~mzvd)2`#<J^3(utr5JzulEoi+tIMYcd8=lZ
zTN#?Vg6bz|^}l9f^_8bh2Gi&oLoI_D?Z+N9B=W=I!QQqap5qX3F)Q^OgwZO*U5Q%W
zjl3~-nX@<qv)aZ4p(!;vAb2rm=ap)MxufXDsc|u;kr>rdwaDQ#*r5xWZI?-RB#qTO
zcH@<LJ2{LXlk>oKvZ1+}w$fLr>&8}Q{_|_SxY%3QDqN{|lM59i%!KEtUziEcS*d5j
zbJVzj-Q*oKFsM7vH;?dcjSxE}BfYh)4J+k_k>2`ZBUcTvvz|fxN({O&FU?xDQWp^L
z*pVAXd7E0>SLitTaFn-l_5;-39O8ohunWZ3FcGS*;Dp%EA<D}vvsTkqJ;+JW*@rm<
zoqdQPp`Crw?(BCtbs3#~n$v`IcB)q6O}n!Xg>|+~@C@gH&NejnzoR5^C)ip?$;rQ`
z)Uht0w;LxbM(FJ5RsPP7UR73SXXLtsOf2!PjnLyi=DO-c)gUJFpWimskd+Eu(IP|f
z^iMO;@o5a=cjKcIXbN3rRoO|ShE5vI-q;x{n@#lI7>I?!iQdHQR>ZQbSg=d@t1+p%
z#^hu-*F4dlgF^zMrtXP0oW#-6H6@k<5Dy-L=y*VhNzL|E;$*Yq!{e=CtLze!|Msse
zM)7vI`tE3>76~Fe7Zh{CknpIbl^U{2=K{~F&|F{>I5`i5hhc|5JQBHI{6_euQ7)La
zO6P)UiV?y?s$a+jvdr)(p6<OTLS#&y?rc!*@l{cBQBj9R;sDo8#YEbp4B`(`dm2?o
zUx4_a4i4=tdqj~_XL?%%BH{2%Z<Xv5#Hg%DsH0u?Fq5Stq5n+he(^d7heSd>-SQPq
zg4FOChaeQr5`=}qpxMrP)<x>1+0L%wXHJa($hg&8EkXcX=7b>u&_L_*gB<{8!ver2
z_=xjB02u0HFu2^s6<e9n`Bne8Cf)W<pFmLGzesVc_6I-%^$P*eV0BsfAwA!fD4Wdp
zt~aCL;6m?Pa&mzyTOM8Dohxz`Cx2F`^+nN$SOzF1;+q|bofrs;<*(N3ko4N*ly@%n
zW;^VcB~GbdmfEZiyexH02~0go#wwOrj-0$&4<!#R@wQFRS781I(w>RdUq@)X)Vo2<
z=3s<KyU><1I0-J1<GlQ4(5-w8<$>Wf>!#eU=<#%IP`}{Z4cfVhe56IocB^Hx<=&r7
z&(ghz?c}%>-jU)#E?YfTVlRiF-s2wT7>i!YhOP8Av7Wb`QLw=qEgxIyt&n|$8k&#M
z(~1@M(QeKg<sZj61mzzmSJNBDuGY20X^ui6P2zs9E~E*6dpxsRzdb&$8u{NIQ4Df?
zwXUf-X0TJmAY2>x>gm<GrsjW&6b}AV{epx4j1;}7sp+uJyE(FZ(`43qdXY?CLrnaE
z3m+$N2z)Ho1cT4^ab4MDgEz)%v_?lAIXWS`DK#{GTt~6uKCZ}l!^bT+1U~M##`bY%
zj#55$w3oTZyv<Rr6z*l`8tvsqs+r;C7HhPZvkivi<;q+ic)5<;bkbW_e}rSaB8R6-
z)Gv6tWKD!T0Z)Iq*?WiSX}oYev&B1BEa!rilj9aM2<}64sdxA9#4ZNMs*q#5wmGL>
zVyd-yjV`(QR~XgfCKZ-x3>hkiZ=&X^?uPQs6o0DWL^{>XW4+B%%|}WmQq6h0(--da
zW~OgaVBW<GxNgDnn{N!TeGB5N;!6(3M#f(pqDG*YKM10<mrGyt)|W>+bt)BA*OF9!
z)S_aAzL|T1Dpry>0z0HlI7Dq@I2y_kZ&4KG{Fc-)ElXk9R>pZH-5)$Cxk-}8j!?;s
z!5BLk1_UKH286~Vw<AG`YAc&{byRRvl*eB7CT}m7R9&L#X0)N0s=6uGHWYINwqkDO
z5ZEwF+i;+HdYqNJR&Q9(yQVGlJzr&uApo`*5ER}R5ZE#_Xp2>GtuDTyYl`3UcD4Rk
zqc<#nTcbB<Uf}wo51%85zYkkW)ZM(piLgI&(trf&ZVWI~c|(hRZf!s;wq}0k?T@*7
zd!h}gmsbzWi(SV82b(kGJrv%A^}JPKo!*>@UZ<y~zXru&r__jDOh4k=d186`v~8x8
zQcv{~Hf3^^lE^B#N*836+;!nurS!@p-dIP3jFR&hy{io3b|9nlV-UIz`KKaelqqs*
zDJ?`ieAY8bOk)&!#d*>?y;C}Voz5$3!YFPFQXr=oQdEzQqo#IFamr@@qInMO6f~Zb
zY&e?sf@)ZW>w=?5a&QXsgp!H8QYwdk<V}^iPkM9G$0;aJD@9y2N-J5VZ$9b0+Y(0%
zxXLSUb!^*1B~zH5A)e<1$T0752<EtN6GYpBDwxln@h%dVI2E=^zo&Rm#U$Tz4024l
z^`vbe9Z`<4Zdk9kN^evcmS0L$Tb^Gm;)<<OgDW0N1A-$f_a5@*nBuXUoXN$jwIGuQ
zr&SDQ>LIeeS*L4Hz9h3=pqCsU=K_OW>$SlyjzK~i!6Dci9=2Xr&s3%VRrSm$MR8Tb
zi8~B8xWjM*0>iV8dRq$v3={I!2TVZG#^?5v`t~}V7*5g#?tvbI#XhbsdVDWIbdRge
z@zT;4z1tnuQPTaGD^->pCpVwqZB%-)UexZ0dy!#i>+)jNblLNSH&cAb;CeHxI6A6=
zYWB(rZ*Rey>HEdsQo(>Aw-=ocYkM4rWZ@UIqWHnf-agiEP|73z<lLdp@3ua_GmNc|
z>qS?6QSo+S?~h8dI!8huYPR`RZ?53YLiMrlTKJEt&&Joho2{(dwUfHM?(HmY<|33*
zj%L#Ftv4;M8AI4QReytg)Pup9kDA>scfH}ABY3k=o#OO+Vw2l-pC6(ptRrn7oxaVg
zk{;&CQsxt##h+TQv-sZif!IJ6H}ZqZ;@guGD<txC<Bt^7yHI>1jaO9ykjB?4laR*O
z-X5OD^@`%@*IWtm$x{&*nU<dRE)#pXUy#r5Wf1!wTO_r#)806_@hrXAoNhXGp?Hpw
z>7@Se+jUa^*X{C{r)QCPCye4`kfKl(QGORj@l}ulMU>VC7E0Jm{5wd2fx%E$Jz57z
zd|+Uh@}ak>f5yov^^9}Z?GZ<YOeGW}Lo-?HZyFiqedKMKeo!gPM~1t&_Wq*E82ReW
zBP+|PyB{nsGg?1fTjsp$s-j^{6FOEDZMi|glFJ+p#;SVT4SH4GXn+kjb=$2xz16!|
z`nx1fwBqeC*bL_oq@E!J(f$dRT+ZWE$i1^S=-fM-V^DH=2Ztc{uHT>sn@tMCa&9yA
zw=vidSL9rSD{`&@LCvKBLAsr>K|gv^H|V0vJ?Fh^#4Cn6s?6^tTlJSX2E)cD90Jup
z-k^t#`!~p1Qwy?E6~R?4Am*^ZU=9lmNTBA@fWnHSAy%N~GVu-)?9Y{|17yu|z6KWU
zBx8WjG|=iLqMn=<>+5Wh-Wcv0DT1phE_X%w>MMRqSJ|<guL78>(om|Y3;>jda`lbA
zZkFH4xXpIBAz!KY$xT{4_;rSXR_f8!s$9KU*HmwC3{!7^j8;$8N=pA9P_4MURt>}L
zBziW~{>_jLI;9TWpoiOMxH^dWrwO8C9yOA0aRN;JUo#+q8c74J6mYyON0j%ql^gq4
zu3$ZVM?fy-|G#i1kb5O4SJg?D-^h9yvw!M8lxBrLDmQM_<A$|S8+j!t4C99JsFP}X
z+~CQ`Z!*RW5`=N%eih*uH##b1Fm80*7-8JN$C^(3?A>U-0*v^D3RL=XJFsX|$RMSg
z{^RvJ#6$+tBg43jdSn>AQPS0M$#P@r_yVyajBLq9U5B!nWAxQ)8|A^fdv*}JIR+&n
z)CMIYe%6<N_ZEm}IT=Qcr%7_HqSmn-0nUT~=l3}VoC)LSjDdz*3J;GWg1|u2`Y&%L
z4K&B{YbF~)@CM@D7#wHV%Eq5cCdQelO?o-2<KNy!>7x{w4>Y~FZYb;&n~21pH82%V
z;t&iVVv`;~Oj`fdx_SVaT48gH{9}60I8mOr#{hCOhajk%5riHlvRe-z>Tca$oC*Vo
zdy^hO+#G{!F_J@&g@<p_1ITEFVOcCn{cQ{&#1-k+;EMEXKmvuG22?%3R?kg(5b3^2
z4<i4&(YH?QGE`E7$aY)(?Hq$#`~-(U{YN+HL1Yg7uiiZlDvGO`LEK@6!5wB85WIVw
ztT!rG7+~13CB%-bHeJVyuMFLk9iQ8Fe9kfGhW~L0?D%hp9e-WZ4&n|w4DPVQfWVF=
z4M)`y1{ijn3)+FCo=fqnl6tdEI=MF8q?3BiW)|y+!%hUzafkwA6y5gaRLJaw1|(2)
zYk;9hugzL;r_BMu$m$C?0|=fQ5R8J`O`HH(odN+_Jv@GI->kFxT3guMpfF^0<M|`C
zbXMn2zTakKbrOWEK1cNwvifnQ46^$1%@MMCfF-Y1152tvd^^tRO?g`}0IPQbtlkM@
zHE+3^I;Tfvmh4zA|4#PpPr~Mkor}P5-Ew;IdaiL!Ir?GO)vlxI2VG<=caM*)lyz3I
z|A_vXVb{!-D9D-_feVWjt_0PZJBZb^nl&3)Bn)M;Q{ozXRq7g#(znIDq?7glMwaYT
zH5Dim{8E)>psZ$<+LlL=L>09|hh6gr)i3Oowo#iI*!Q|e{lZ3%P>ZoxPn)NHVX3-M
zy)$DKYL}Y#<7Fb+iwsV~R(0Q!80841LZD!EyQs8<Na36ETUeQ@VBjb@^;G3La%ypI
z3wdrnefQxd&-{hkZ;DNjyVHH61t-<7bTe!C_LyL-_YbP+yI15g#=2<L#UV7V*+r|l
zTlCGsofw*qTet4%l8c-BCdkKX`Fe_B3@O##Vr2$ER}bByt5@%+?b|43GOQl=r*6>$
z`ZA8euuB*emJYeAZEdlUqcQdp8e{K7QuDXG6j`&Lub+6BlVMbUz~*1dG2l-a@Sk7b
zmnlwgH24$R&mR+#c@2EI;xkSL{%36dKX45A69)WG`-WtQKR6ov3GL^Pxr5<mmAlAs
zm^)<L@5_rXDJBNN!qt7caFw^wud8jh=xIdOP+$AN-LR^yo<wABrC;h#f9<OJZSIQ=
zRm6O1(Ov=k0gBqyrizOn60BWqvsKrww&Q5*jkS{T1AHCi%7mK|tZrNNRv1*l_+3nf
zHuZgFHQj0#srFS2xC)IpM_dV6E!%fCZ3qLaSPQ?_bTp$-R|wnJnx5*>H?wXF`{vMn
zk#05xYr5I=xn{nmg3D1WKY8*<heoYsanoK2a!GUFC~KQT9vm<+Nf>(KZq0-izBSh3
zt-AVjpT2)~QNX-%dfCWm2J?<?8C|io;AUU6Lu}$EY|5h`-^n4E$8Fjw6IxMthSFxq
z^{ptlABogJwDxs08(^v7$gNaOIj^<PD_)4yszw`M&9GMW<&-wQy5dx%2H&^wjWrvf
z>@Vm8y8_qn!Lhc!_14#Ad96YOuTg;r-S#;nv4!}DYk?v8PlD*@33Jj~9enFW^=&MK
zF(*ygrst$7978uzwvkgGtq~=2j^)P7d&gI;A+kAvnj6vAunNcc>`lAo3d`nqMwqKj
zJBtM279?jVABDj!NCQJLj(%DKw$!?B(=*Az*CPotFvBFwzzhgxV8wa9IN7+huY&xs
zi?5<E2q^08NLt7>!)m@kh}C=pa;1{bqjks8{`hTrV*N-i^}!y_41I8q-3Rw@Or$<2
z<pk)1ry_XhSw(f#z950<i&LTeEW)5K&WB<gpGJ`M`SnObUl^vLFARvkFX{;cjORXT
zJBwL3-=Kl>4Tze$I_`|%{#H)ke9@4zgZt}k*N;Fwj)~;{&YS?R2OYNS*BpOv<|vA*
zx}Jo=_5H$l5eBZmB@8n<M9TQ<kpj0HCc*6n1aAM>>uV+qFy{WXx9gWeie2>*;)sJo
zajC<fTlMR}?=+^-WnXDLiJ1eE|B|IAxJ{Iu_$5oBtxJMQGMOfg^f}t4`M!Gsmn<C%
zWyLNedSSah7jUU|+qw>Mic_M(Eyy`VCsS%bvykL+Gq&nml)6l&q-o!x#0E(F7NxM}
zrt0?BV?Qy+L)1<!9_&k$CGmsu#P3`wtP}mmfT+8OE|XU37!J*5I#@JKm@w3rDlhi+
z#aI=k+&I)%RmS)8Rme_|p_7<sf*3Q1pA6oCD~VDRoiUSXwlZgkl_B+&M722@l~n!a
z`s^!-Fqvs0F`0?0s0i)JjD00hiqwTYi3Sf<KE-vx$P_Jg`IJwQ;`OSR`h_>OUQ)lQ
zl~=PcRDw6!s;?xfQRIu3FAnnE8rjVQ#VuSiJUog+P(C$GhIzP-wE)hoolRFogiH=+
zDF%FIR?In~XlezAplE7?w2P)Taug<pw9UGdMo!%E1c&a@4iyU&seg8ea<mn;KbIOz
zls~x+@aHVspNAAF{Q1241%EzYhCeTuUc~#-uOod!#rs?ycE8?ckSLiuaDKbMRB)u+
zU*fBzKOg%8Bg4Cn;~QnI*ZM;0iiW5iq?AAS@G^134!sCU6nG~vB&j*f|4~!5o=EQm
zJ!R3&_b0`My%X>@`kmlS*2gJ$7r=Ezjg)vSEw<PpmyPqaOaDKmG4I`z+yrc2MUVGA
zB-(Su@iB(@rd@lex581%{$$aH6JVt<pF=P!^Abc`M6<F_L<uLrXf$?*9*xFw3|83|
zaR`Q=`8)I?;Sz;m!%hqJw?B+9`y#Fw5Dcyu5DW-vrVI$if>As4SWvtJ^O)_Q4Ou4s
zZD^y`)&6B`{x6Qfy4vd;0?l99fq~OOZ^_$zS!r)7f~y)p%wd4R90nK=J(2idky998
zSn)*A3M{J)-Jw^vygT%8=Gvi`)hg{IW&8n(P7?&torYz#1Ah&kBI<G~EURT05Vfq9
z^Tm)Z!T>{&^qpF;*clLvWi=0H0KrZ!c%CTc1Zr7L`>(0Yd97=TXrY{F^!kvUdTDK-
zEzlVhh@~|nU`aK-w8q2VZ#S0KwvdDR_h^u^MF~QJ*`gFeg4wb&Lc+$;ogMRitIaHP
zut%?Ua?AqX0`Vv}2wCPK28oi68lAB0GD`kE-&axJQS=g{(2FTYcIy0bh|ImmIb56#
zqxg_fsO|Ni!zeBVDX_gByNd+@vQ+f0fD~jYLsJzV&+TMcs&KiluESoh;FLNy?cEt1
ze^_p6u7n~twc91zuJH9pe@-dNbJGJ{bL6JiR``~ST&^zOXlLK%TOnK=jCbbTU3%}s
zXn>dd1KZil{YdR_Tw2tbGx>kUt~)TQqKR`yCre0x1dxOzGy!QrKzdUG1ac)nz(O@x
zB2~qLNU;}`BCvu~X-X3i1O%j55b2^K3KFnlfgp;0HolqPzPmSj7tnv;GCMnMXJ>b3
z%R^YZLqg!FLkMC_fUm|rDiILY#?LlkZM-bO=J|^fg5WS?wh3#qxkN;Tmi)Kn;6xQs
z!J>+&U_mIXIbV&n!03!)XPeme;B2!-!&hSuSu$~O+vmu?PnICKeJvp*e|OJpvnW_a
z|MT9*w~TN(HG&hfD^dk$VbO*b76jjnwIEPnPlN*aW^B?+#4{Ab&;XTbMZ`ztD$5d#
zE9nw~259(_t--a7aXAezz7Tb&U{Qw(76joL-;A}u&?Dg`yCJ4@8az725{=s-*HI%^
zmY^NRN(j_=FhY%S|EdO2hZ+`js9{0yV37rZ27_D;Fu>eLeU0~RhRil`e(-EF!0eQg
zqWio>5Yv6I8UKkyz}WJk1qpA)TVTj=@Fno{yroZVrzz%yv9;p8#24es-;xOU{^9cF
z&G_<jgx6r(hI|;?Hql)#c8(caV&)izf7lE$zF3ii#53cI3}GR)F}@Hpj4!LW!(e>r
z%mQJ2={)Ch<ICJSw<uk7LDt>&ATx16)(q8ODunUnCIO)(OF>I#d};l1));lKD0K4l
zb4<`5Hpe_%WL4)T8#*T(^luBrdx>P?eeXGi#{1dK5ApuxIl9}Dtk%gx86x9-A1M-c
zxR*-^cDUC`2%`LQYLsIcS1B8pQ@HI{j&W1CgEgrgrx!fbqJ&x|i6F`!mJqnh0fHEv
z-S>;WkywZ{r^z!o(wvqh=%Rl}2)gKRWElR0>|b0WBFxMDw-xG%D!Qgc6<yPUgtxgZ
zD7wZ;<Eh>Qb4+*KJI8d#rgMo`C{{wxbb<&yv5neIVxdoVwjkkcR0|Boo#vV@lCGy7
zqJuI8{RYQ)=9n%yQqlnLVPW3bNqt-*pi7pUYr15#i6+i9U2>emZ<xgoJ<@9BaF3Ku
z7SbF&l6av<mSZW<BRBCc^vF$f3+a(eQZJ}iC8n?qF(z5`h8eUhKG&&MBK>e^z8j|b
zZWK-R0{0-^Rjv1eKD$2am5N9SIL!rNlV5OlRq2PbtD5|R`+3;h>E`pW2bjxV{^t~D
zMJVM%tNhT@L|phZ3dEyCK*ly>Jz{~~RuaN}lxXXwtmWh7HY8CToY#U=7TBWVWKtgX
zVwhRpHfCGE{~+blpI4bkP3*%0l>b@8vpY-|dvgciKob6F>q!!k-Wy_igYL<@$9&0k
zv_9}ym+D^1W8n*~Y#S0`wApBV?aizg^<O9H;Mk?PVvp53k4VFSm*y7Jho4P$_E_VN
z(q|tNwq{*a62ok*KC~@shYd!mVEkKIThw)ep4nP$FCn!5<ZP{8H_vRXUMq^J=|0JN
zS6|wZHAwXmaPugTg~?sA=RC8m`sdE97ge6b#~l5(d1hPn0a=1=Nh-m6I<w!-s->Qg
z#n_glVr)weo~I|ilQme)mlz=Zl0$lxECFdMA=0hY7FhzSR1%^}-_-1_K9U%qddQ)A
zT9$w+mC!3jEmeUm0aYpqQN<SR)q6<b((~O$HA7eN`NkHNWC=)92~Kv^k|iKbB_YyS
z;}m9p%EUaO3mW^X#pUIYY;GoIwAr1Nb<F73kQy!1H%zzLpH(W8>zFaGC$r~2L%Xv4
z+uoJ!$;fgzY|H@1cg>4JeWeoauI%9XW>+>>7IX5=J8-^vQD}7Ji$cTan=M+%g|R1x
z1m~}J?m3vX+uL`(vrjvLNlKx5OCGe5S#hK1aMnPtdQ!r%D8pwi$NiL5PfeC(gXZ|U
zd*<tekFu__E8+VH<36Iz%!P&E|MO8+YLaBa;V^nP_;p#8nmOttmuv~g?rrEp04CoG
zy0jJi)yG*rTPUm++x5RGLyv6WyH~e6N*iaE39tn`>}b|G?}7Pd3wX5I0^ZM(z;e#^
zr&SGGz{QSbomTml#Qe$%8Lo-?PJ%Jd$)B%hf0mVQSD2cgm7)G940rVBSyv}Z;*kcE
zpWjpqq^pI^#-HD;8T$NYp_T&!vfSX~SyOGvum|iK!FesoG6LIf;{zwMs(8G$7hJ}8
z&Q%br9*o!WWY+Dfg(bIRyi)qZljL<BWEm{jVu9|JPZqRl!GhU^;Wj#zRoljm(8>A0
zrzM-aOFdH3G}9e|n7EEz>JndOja1J{EKDh%Twtb@Ps$Q}FL8l{@RZUscgA_2vn%~F
z7m8V>)w8i~CBoQ_+Z;*8OC{Kj`yjH!vl|SsDZOEVS>o^eFN`pKwKTx=)q)K22NLw{
z-wsJr7MQ1zp2vu<xwz_`xWFVU9{!GUKc0ocQDLsX9drFHWycIW(ZVHjc`Gb5YyFTa
zl^NrTHY4h=S;Ht=R05l|k1A;s!KLGW;R1tMI>2BS1Q~^tpXj)X1&)Zew@QK7?`>@C
zA=~xY;D1CL{NmZH5$Y*P4F-Q~q4CehWC;vDM?$dVnH6D*d5m#cga7HT=vip&y*`Q*
zv4y?gjVjp{!DRP;U;=Yn8o=BZWYmSMcFKnE3F3(hP3|V-mk<1sHD3K?NyW*V-yJjk
zE=vv%=-E%jzbt*2{WA9DuwUYHW{hxIEAasnA`Z8#8%2srV5U}4CD*x3kg99*U%0?d
zmI|<w4f$VIBV|Fb68zP*6E@Yyk%x8i4qJc)sV5Kqb||iV8GAgXdk4STki)O_Y^m4u
z@>eZ7<K<#H?a?+VN=xN9)sggqfFQ`aBhOWM@Ww-zMUs8#G^^&p5)a;Bc7`X^s_IiQ
zzA7=f4>%vf={a8??(eInAO1T_HCjoe?U|aOZRQVC1b6cU&bNQl(W|u*jQ364nn|YS
zYKej;aNd;=3>&)$Lc_-X`Qj<Gk6$)Vp?xN?@j6yi+*d~>4$cO+VpKC?9C_Jf?{>Xx
zo<E90*e+?{^&3m_(CWIPv_z;K^sr9xSLu9TmD1ktUN&#we8=Rl#*SS?zp%!RU1ZkS
zv`}-VWxZ)$%MYSu74^Mj`vewbJJN1QD_Uz&F}<);>ze9nCKQ@2vrkm4As``HW(>Hi
zs<+xA^CFsb1wF8~ueu&t+!yN&wf?-~zW7FMh{)wyKh+p7Rq!#bU$%s=h3Y855v^a{
z)NChF(E7b41g)P<5Yzgh&#l$;4p|ib(pnXjC#%Gl@;#@bUEp?!6X60ijV!k=GA@w4
zDAENS1iz#K7qG++yMQ!D$m}|;#9cMK4=ggR{{T}$>(Ap~X#IJYZT)dEz8QtIejnwl
z=H0MJ->-bt)kY~B8vk_x2}^PIrA}47t4-@C$krz*5D1bv5L9!XQ4IOPj<UYkM*E1~
z<@}(wvEUlP()dAktgnjh9P7JQ9hPMg&QQlxKOj-y3|~tKoZ&P<BAww^=?s6!DwlDF
z-y}|iGt@J(TyUJ>bd)nV2qz^CID;iVJA+=c<NlZm0x#SQBNuk6;Vre;I76w$A!lgF
zzu*iF7b6rT$xy(x-SuARuvHVT6YBM3q7Kc1NugDpoR^1qJ4><#IBZq4NZpCkAD&((
zZ<Fqr=-V2Tx0#+H?MHvp2jS8JbRcq0D_=ODB#vHnSZt17O-S%P<5AgCga~ssH0GoV
zIC`~fK8{}12-L~jM#IpgqIc#tn?5AZ#|u%hymF3Uxk1<=V=E*-WT*eE<QpFTj@?ix
z5gSFweg|ZK#5;De9$m#ZN{y4alyhyR7p(S_t~8dwj=Nu1x`-2x$1LWYYwJXKAlV(O
z+r~ykq6-zPE^t0~mq_z*=XBYXRCB6Fsb)TRS5U2QNj<izZ@L`-aLz2JrY}`*x+^C`
zt(H1q=VQ5m(9XwggSL8?knovgB+7G8sIL?L=-u0k%~-#twy&gq=IM+wjox#0zvrPM
z+~2k`Ihh4nCg__7%~Df*52?KpjQq@@I|k(z`<TGmbG{k9(I63U+H7MdpYv`PTgiI$
z`P5>Qqj{Svg>y7%zFWO}NtY9uJ=FUaIX);Q1%uCTU2G1Xd6y6o#N49%3*D^flIRh4
zS$qwjr*LcErjod7sJF49Rb>fD+v|JNQ$YtZeIpz*H}<A437a>*QB%UUgJ?ajFD;uO
z2~PcAV5nX*a!^$r*zZeGEoB+ZyW?u#prY3=p<Z?JrrN5rEXU!qj{0y{S|Ib`vkFo6
z^)E5@P3LMM`=%W94fM8LV(i=8BFOfY;=#W4mKghvWK`I96#s&KM-^gUbFlA@YkV)-
zM#hZhhWfrd^^9Z+Z+=2RoVOS#8&#kd3b;9bMq3zNeXVteU_!ii))I3DZF3aX1{(|6
zPm2fp{EJlG$$n;foOGu|Lb}s45v`rVQ|TE+@uoio3!FVW$!xLT_pRds$xVE9l3!%7
zZ16{=csS%S<%8U3)Hw^x59>^b>E4;MaF6OK>)Vu2KS~7b;T2m-q(k0`;nG78qY4h7
zrAP#<WvebVYuT!@1P2AKl@R1w8tYLxp=3)lE)^@ZZ&{d-3nAG;l(BZQDAU@hPK+ds
zGiVkHFP%J<nU$0NNLXspA9%FuE?F5G-0o;_yDY(Ke7uA}gRw>fWOKSMHQAhrjCDm#
zhyygSIA9fMLGWys1%WELwklW&mNzh5qNjc2QA6n5z(3?9{8r98Qff5fPJ)<5#6~P0
z?>Z*2utE8;1>p@!d^FDjL!b{0^MVz(#t7axGf-q%qyzmed5=*E5&;{OWJWyS73~1=
z%ghF4>@qX2{@Ya)yOWmx@_Y#ozsTMYQX9LI#0a~SU0F}WnXW7h;!M|N(Q#Z)?d!|a
zmu~Pawc`w(N86?bNj(r^`UwbaQ~7W1rW<$h{ig00aI@8N&oXmLVB|7$O2Deg4K-p}
zIB=xs&%61Wg`$VVG@B)T$wo9LCx%zzd2^W`qQ;VCJaE+1|I73>PaeTw88vQ_av^Fw
z)ZLe>R#{+<8s+Y)(@dv!@y#u7<|)f12ExWJ34zCLCx}r59+&h@?v3iG#6r(ILc;Ub
z{}EY&*ztpeAP@H4GPCvn6PJkIwuJw-;s#MgZ?mYPw^<OR0t-$j6xZ9n%dKq7z;5n6
z<hb4TWu|{^C3ABBs`UzSw1Q-Hf(UI-l)m{U)k<Qae>Jxt+`m?qxw)pYz+imsE5_fe
zzY=DQ&NWC9fSLQ-j2FzQ+ELvnvCzYcyuv-KfzF>_rGkpK*WIs}ZZ^VU+uvo2Zf3Q2
zxSL7$32BdRM%>WNim)8$X0P%ubhB4qiSA|_shh<`%$KN(_0i`VO^eaxZt~r%c1e}c
z+1?Tmr?b(xHiqjcz3yh3m47NQOt<^!71Qkwzhb(bMT6V#&?|PgO944?c-$GoWku5q
zH<JnNUic5QM=vb#D)+*hk`FONcEBxCLUh3U2l(zyihY&v9QR_wx+}J}iF#D$-svh)
zVDNp-YTnyvHoGyqR&81x6^U94xtnw#O<PT`4fG``$;aH+jJ>N44*NV~%y?#yudIrZ
zywKU3NeH~K2|<kc(Anc}_4QVn5(}L@<5knyGh_)mdw&T*XTSMX)7b}diRkPl`0r3>
zpSm`yqUTl9*Da#x>lOrk{na79D#`+*w_X3L>1|C&zCW@$5k>U!7o|{8a|S_#nv-w$
z-J(`WEcEhMEeQAWfp_?ll?4Xhr4HX2VZP|(AIbXQd)Vf?{pi)Px}Zblbah6eqNm?O
zcH^FYDXDsSWf==Is;`L^f2{1Z!}@TTH9ET0*4)wczypaf@xo1w0rZrKzFJ=5g?@ey
zOM!l#w48pSpC>Jk?&l^E`Tj89Y<oDxw0-GtnzlFN`k}yzZk{e6#dNTMj(1ZxAFX!`
zr<JB}r0;IkU0|4Q-etMz<~J-i-Q1$V4S4->(arC@+gCp{x=Kvbuj?<5?AN21ANuu!
z%gwUv(R+OLlCNj5?A#5dT<F|cO9#zT6D1g@@t&3t?6FQ<ZcgLbxO^IK<mL?QqPqqt
zWlrOblSI%<Uy%^F(Gr3f?cLLO+awlx>1NWHhvdz&1e4*z5`tcOV7cj~N4P}v(g*qP
zP%nk!5mgMy7FBdp3lct!XF<_h-XNp!;n*e1&6xNyS)T{vm=(k;<TKE-6hVZZ<u2up
zP^l6N-89L9a5uehDYuQXz|7cFMW0_wn=YkRg!!VIc9Hc@)y(ehvc*BXTVy%<<~L+5
z{)S+bbv%8UMGKujsZ)$$c7w|d9n)%F?wFY9N*4>Mj1ibPp=W->?SP&+nWaI`oV=ot
zo*5=7&&z-$9iYN7ybY9-!ZAGh;n18Dra32yrgt9qAO3n^DlKa#wJ~20eCAQ#Qx%br
z6vJCyg?Ti9^D8Ix!#R&vVIH5y`>ew2Je=`pH^ljZpju$QAh?8izs&#Sa{dOx-c0^Q
zxid<SgpTPk+S5RJDvyiBVLepF!8MZ59M(&v<2&Im2)^}0MrXa?N#C90<>@veJ~*!-
zA1cDJCC)(R86nv$I0EuK@5^8>tr{n8v4gUje<7U?Njroj&AWqtE#ZHVZmYm+VB~`)
z@-O5He0_O>i;4ecj>MRJ+|E@n4XDp;%z-O(@UKqZ8>BU-U|s9wZ32h|G~XM91jO8Y
zZ?O5(z6M44a9`FRm3!#B7C#vO!h~x|>NSsdDWk7?##c%I@U*X|I?3in!yQ}U9uHK<
z1$g6vXM6#V1u{{8;3Qf^NlcBXpZT0`nu=d3=uT}PY^SP72+ePt^MLUy&G!Mz%Hjok
zyJhOeM|^|yiMhT~`uWKuX+w#?<46Tr1%BONr8yWlc8YJjx<TUOoLz^N<}h5gEWu$o
zD#3dtJ3dLRqXx=ioQR`hoQP|)(hNR@F~;4*k<(h$(+fWKRW6p-cx5qNrc{+wC6O`y
zcuMJ=>nULp=V@JC4}8a$5PqzL>NvyD^Zbkd3>}N(-*$$u0i(#lsSE=`O^Lzj`4{?D
z)CKh)Or(~N(*tjwUPC`J!&h6qATg0IY(2eiS$%Sb@77{-sZ4ixEVrSWFR^fH?j<r4
zeTPrKQ>IG1_tljqO9)XhE;L@baisPoc)TxAJDkXDTP<%3laMk_ku-5!>CB|upVcl2
zrUA6Jo)FtHRed1AJc<@2ME%6`xjC1salFtPPfpGqez_WF3$3wWN^bLr8az}V{HR+-
z*e_$1r40^ksd>Ii9&gE2=FnDcbK<SUs*n|&PxV>#*a{oz(USy^s=|n&7NpZFwROoE
zxiwXq1Y<H$WtDz@p)bv@0K0uMBR5rD8(E<!QP%#Mxmk7%dRn2jJ}@)4vFaRI!%HmI
z{?Iwat^gLxG_mLtSph6kU(B5vQR7rrmt@xfB~7xyG5}5rHlLOIrFX>T?B+asVpW6P
z_AT{w^{9zb7@Yc<Kc!bGo$(6!`qQ$^%*0mdcV6+eO_H@Zd_*tFUXpbSJ2Y9lutSre
zOY5=Sull+qUx|r4X!u&;tgM5ESLBA(pX7#jnuY0|cbY95x`*-(O8%H}?IQ@yxG1J#
zW;uMN?{)Q+#KO!nf0db8=F1W~%|jEPJr!!H|4A@%trzJ_9<;NwV?}D~q(8Y-Ofh9B
z(U@Wqd7S4dzgqMROjD@@=Xq*Gm87mVhlXP5f4+KGi!uI<3nsFb5}3$Z5Ue-bt)&H`
z1;&K(1gn*fmofIO!lcr(2Ou3+s$skxDR6e9?(4KKW;Mq74}&fAYpZgVeyG}@IR2HU
z?vdK@pjUCEfS`e>bLj=6;;VY^T5V2mz=}A?(|D!6wBA>vC_(i6$-YFLx-7Sva0%zL
zgTn+#vp@gLvfLhOk_2OG-tEWEmja)bDA<}`AR+Lhxdb6UDzQqO(pj_GoYL7Kv2jW#
z$_3OqiGyuqR}AO-d#hKQWyIXoIHHjhg)rNtVP@qxUu8)jnk`q9)(9K;?26nP-nUnq
zo%y$!8fM^U_!nm2XI5hdo^*^SPI#+=+g1jZ(9Zl%t}JH8b&b0-Fa06J+ZjNw!p^)N
zw}rOhoNah@DUy`f&;FBaLZ{G+=lxAcdg2$)R4Ph8^{lPFAu8@Q5;8Q-&@#sCZ6`8j
z)ZTVkeQKDWwp?B>S*kpDSB&P)rvZrv_O_Rk3r?-sg17IN5RSEdFM^h{eebr8L&nzH
z+P?4bmhblP_I+b1Hu;v^zOVlpjvnY6w)<}Lc6d#%+)k;7PO^flX9ogD>DkWJGd`@R
za~Q3@KKwPEMR<$U+<J6CjV^WaHaluI51mrDl9~>cC^gMi{<uAq^>}@!Z-N~S;y>_Z
z>+jd+W~h6l7D%9s5D;e<KkqejxiIjF?>aB_`v>0f)h+teYv}h0dh<KJ@{OK#)poY;
zCo&y5JsT<rhqv#?#z?5Udq11NX7_%ML>QFn8_c$Jo;JZ;ap`M1KF!w*gq*3O4yO5X
z*{&`0$o1Y5I)6~>axu@jgiJr(F)AabybGkxMWJLOQLEi0kg%Hz&=23|U+9PL>$Gou
z?Ud|>W@nkq{A84cUsR_Aaa=c2CnSV-?!BKz+cqs`v~wi#V#vlnyp>zN(f_EjJxxEy
z<fM&1lk_7t^8b-#p^f~(-ZjoXewj5yE7Wf>BQLQ=%*ZRQF*9-!$;s4^Bk;bx=buPJ
z|LHP<p^<u!lEKjDjG+^oF<%(EIsby8o3Ak`hiFT8JnVbIwltQ7F(3MFReq@fe7U=T
z&|42bcBBoqBfiho5CJzSz(J&5O6Tt0{%g!C%&N(L(Qgf>0B_NuRaiSc_P#0!O5&LW
zV8$A^vs7x#3jplQKg%qU1$==lP6K9we*F{QHOc)LE}O8clnpDbdPjXb)JqbKG~gl$
z!Q}I$HG2A|zUE01*B&QA`vDtdUF-*3^P1TYpm6K#2Z*TS?gxN0%|8eA?wy=`B|dWg
zxjTwmKZhGdz5l`u^H0gm>^>Z*^k8#6<zrupZhwU00&W?<D0v~T`Hh5N*6<}kOp{{v
zx%<^Y!_}V>3$xGP)|lDnZ?Xh=&2no=>QGm~gi)<EdChn(5z|3xYqz&x(n(Y?9ki%o
zI%q*K9gO`ux2dwgJRS7@vIa8}&zJhtC0gp^27dk;lichkMT4>#1QE)PUOnh8)n8&E
zxp|X>;5Cb!*9KjuEHIe&S!<?48EZ{;lNckr`M5=ZKH*mSkuYPVH)l%(q&I7l(Kx*s
zZKRoN&91`>4zouLGf%$J7_(lhp+gg_3bOZv^hSo0m?6Vilf^)|+0VZaZuYM&B;15a
z%G3u)(y9d+&e+vXhLe6cG(QW|{49#*@fD#A=N~lGOlod2oSVM$jjf0{=QtEt{ItT!
zaMBMa!}-$+WH`rT-N^md$#B-m!}5;%*pShAcbZ$fL-Ajoyf0aveEz2n2W52boA?)Z
zJU8pfXio#>sXQ(gSx;0(9*(8X+otbLNx9nl#|n}7JpSbU&BEQVgRb<GFLu1l+!3e2
zd8IfKB3;F^xIAdV6CES{U2H+DJ|N<s{3l{VeHJ#4|G~WEQ~rfPG=qB<qVF{fLqO}t
zzt|9?ugM$bSl|~@jZ>Sh+43$rAjfX{;7`8BrNEN7aegzW6gLP7z1>`MUU}BHUL~(1
z;%K8v>)d2!`Ktt&n{Lv*I?XpIpi_JK(>As&@F|ayC>w+4eGP4pNo>CTv+pP67sSj(
z=ROj`iOreAN7whPGuNEEi$W5-T%Szcp_D&GXFcoB)eryb>!*ea40GYxs>6Zdu5~7_
zIr^gSpn62&Bd<AboyluXktN7$QVHE3uB21mX<c2-lf}quQZe$HV~GB|u8BJ1f4)v?
zqeKJ!*B$!r$`a7065LNdB1=G;N<yS@Kl$lDec9?qi3ZZ&Ii&xPB_K^DL^@G7n$)L;
zD)qW(SkR|pNq=Vl4srTYi#B~!nnVSU<kyXP8p#sypc0s;f2%gtRa;pM9#kCSG1W^0
zYQdQsZ&5iC4fL}e`nj?M^r-}C<$?Kq>*(RN{AIl4mmp0gg7k3ptgH*FPdZd*$r4bd
z5>PE(%wJzElf@uS#e#IAj%(kezuF<uK!2-4|9~t3eJUaPi8}xKHnr4oSq%DA9HNf{
zl7)FIreQnU*1bv>^bFS01^4<Z#^nvCHg+$HZ#NgkWo>72w$4n>MwYG{Ka+29UQ^m%
zHj^uxxmlU@^o#!trN;TUJ?FlQk*x_E144lT?|7GEDj^7F+H3lEZ||+L-rN|kDvL4G
zuC(6V7~dXw8oAbbGwX(2SlkS!?!-67x5fC6ddt!4yvT)L$0VgtO7PftUim9~liCRo
zN2=(QWQM?qc-6aB=v8kP(J_cSD+FnOVo^PDa(t3*+`TDX>iMH_bJIWrNBKu^G%BU@
z<NPI*luRQ%J8wnytKNR=O<H@qNo(H{R;akicv#ht-0xf7pQ%Pjk&#DoYnCdcCKz5_
z!T+20;ma{}^1&9vwH5t0s>zbqpdSO2Op_3vg4bsp8aVRlPQ#?)4O25l+&%sA>E^xz
z5;ryt&R@IoIyajw#*lY(qW?MXYnPKZ{xWKATwcka=JD>lT)m2g)PrH~sp9Xdj!4xa
z3|pm;nk?wX4p;eWc)X`B$I(g2SPFt;Op<@Lx^M-K&ZRG_Ci2UH)JE6FY>?fJr=G<K
zVum){`Oc~4pQEZvEKKmLZO}W1bWPH!t^B1CJX8EPtLrQ@zV6*rr?>OB)eAfo8Yi{n
zQZc```X%P~Ow^ZooeD(K@lpwr%7Y?HJpGwNJ8zE-CZ~Mse__Il2%XZ(gneE=g#W<O
zp==GmKMdiCyB^)j-$diF@X8y^;pWtbI^CsSw4~uXw9_}3b<cEJf_2X-2|>brxh?r?
zSCahvO+71m9P7LrNr}0_I-f+Ac#haSKK&0ou)?zB#|q1Wz)T%V+>oX$Fm}ccHM_p1
z`a?>>o!dslm2SH#AO4ui(x%&nzPFx#f=YQqcq#m^>Kn$;Rb>eb-Bd!bz)XL`>^p>f
zq&Z_;(GiI{9I;0fEh>Sj`$d)9<Z?N`wtGVe_HRsJYfA;Pb)6VV+cmX?hv)ByH}cm}
z6D2lGZ6U(c76ePt%5RuE;URzis<D5wS}IAgnajOQkkNx@6n8F4=-}Xrl@tTRLp0ub
z*digY`6kyI*z4KG7*{mM%Z|;DMA4!W*!-)gl2Z{}zWFa)V023dIJgCY)i*Ws2P2f_
z6vF%n)18=g`(#yhqp%4)w9-c7p_OC_JhZWdz*-G9+8)}3F|KGWq7D!38bymrV67XY
zN^&B&-27j-z*?3Lu$BdZwI;Oorz;B#N2|EecC^;xf{&;vmTVk2Cpp%dBumIzE%c5L
zZ@pSAkzknY<p^b#{i`y>0w&uQMT<&cvIDZ@R9?^So(Lv~{tFXW%+doEvmku*PM>%r
zSXWtKSnTNti^X>GuT{l2Mf#U#lkqQ)EO9q@uaaO`tkNdi$&wi3icUr>V6i4qw5S9Y
zyFRL<Lj;%3|Ah-oW+?)bSr9nc@eF^5vJy;p=~KPQI-?6k!rP@Vhld6-mBiE_u%=<_
zWE%{d|Kr*m7k&~j5@FZ4*aov}>@kBA@@LjuYHc_F&-Tn58^&v{Z>98t>szI(wNftZ
z6|WW$%(iGEtF!*1z2a9lnZ066j<8oui<W=7`)d|sh#oX<aiVV1!(UBIebdd1a)qF2
zHjAIXwsk#ysE7X!^?@vln2=s;s_&L4*fIV>LXZyqoFFtcyoFXyv0ajMwJxn1c+YOq
zJAD4m>Vm|M_xq=)sQH~LuyD#`RMh!?f1C~OSSF*se!j+_@~X^c;qpj&dN!N$)(5j&
z#s3?58uu#dl%B21+2r{_qzdk`p_x(s$4w?H{JB0nghI}t8>*BP26m7>mD1w|xn(o*
zBODa1C>tW&xR;J}tl=g3PkA%yC3;vh<WW2FFXT}>ZZ>(;O1vV*a!0M#3m0S#(Z_rG
zC)@tzJ}}aEv-7~nP10EKu^a&jixFF_d{u97Gkh#T`WP|Adjbi%V=sSV8Fxj`E|<_|
zl9!$ud2)JQ&#`n{as*Mf*Y&PJuQRgu6wHk?o_wrLuDVx(BmA(XsX0obzz?625cuKa
z1TlU%)f-6G`TxXM^S-#*oLrbIv2k)C+7D+-92P@(L~A3)%*`fM|M+I}xP+^rgYbx?
z0dKG*4|zk9v_z;GoOHu=dSd1FRlO@5uUNqp;T4DZ7rf%I@roqr6->p=KZH&%d@SW5
zE6I<z$Z!=QLpyVNA@3Id<nZZ*ZzD;G(+gj2-Z-(Jzp6+5Dv=^=*xuOiOX{xt{g&Po
z+~^cS&GrEbVa^SEkqU86AGj8Fs@qaK-*4%sKN~>nU0J5-a(yfP=0N`dmGUMTE|fgt
zUZAQ<2)-_o_+~^J>x<F;5?+e3qw@UK)osr1aZ{=X*Vlgy_LpyT9sOy$d;=ydvqqIA
zCwz6Jjf7AtYjn|!H)+>ncJnmVRTd$Qb;FyNNn>TdY0_9MkvZm1vf}F_ZQeAOzFS(v
z_|mtO1r6SSsMF4T;ysKCAG?=-!N=}>vyjMhcu>|5{kd;M89nEAisgmcyNZ7H4u6Jv
zPO^v5pOz39{jn<;y<V}G2|sM?QhIBizf7Yg1hXyv5>u5He?qc>#g|J6EWSQu@i$}<
zEWYk?7T@7moW-&&zTC0+GK&~nT*?BAzvNi_6r;l8r}-Bwe)_T&Z`*%FjP5<cKgqT@
z_UUVl^yjKSC1)7>Hv!q`8RgIPsPbEgQ>YstsT{k-Y|)q5Vy@WNi^8bwVjz1g$wHyh
zRFyaJt?Y3tkCQHz=q6qKb74(h8R=qd>IYZ^Z0h%=U#9t|-H}x{xilBZcK$_ZXa<vU
zueX|{21*_9#h17Gr!@=bO~;vA_x&Um_OwS!2*#7U2}0uuX^30*QzQb`a+9{0x%MPk
zg3EM^B?Qy#g<H&a_EIhp(`(i;>`h2_5mmERkTlF%K|*ll-r{VQ30us<>WMAly8Urk
z5u$(Ui2kW8!7{W!LLmB2Tg(b!GyTs8G=FA{E2==$p@KynDp(L)wYMNp;bT_?Jjws)
z7BlGHy~XU0kJw^1=9_ILIYR!77HdKf(_%P<fGhTy5(^vi85Sgb#ohu#kn6Xa`Ck*=
zak;;fm-u2|ew3^azQZNoG3p74fGH}O4%h4Zvgtyb4ruL1wwitU@eZ%yVP3d&Wcg`m
z_E15(en?|%$rB%J$!}&p2rrvi7KE40TMG&3e71Gw)BZ(;1eR}~_CKaRl&WxGDSJRb
zis`Z~@9H+QS1>`-mc+=J$7jXrHP>}~Qk@Y<<}}dPTTQ4rMf&phUOd}G;~^OREim|d
zFIA#261IhD;CnCWQ5X#jhUXMpF<l3~te#fE5}4g1e`_HjD?yi@>c1uww`3g?xAtr;
zWPTvxRv(rHaccnmGI6WwG=H<?d^UxQTYIH#a2o0Cfi_*$?NS-Ut%uv?cD8L>@J&0V
zawQ@{*H{UGLq13lqbWY^q9p?Q{|nnp=z2kx;L|QEB?SHd)omtpt>zNZ?^#jXnTaa;
zy+sxM-h#NFcCo<db5pjN`1Ra26Tk3jm#-|DI5Cv($e%Au5WoH>A&~##HWR;g(*GR4
z{$z|R>Os_@heaKFSP*>N#ezVE6A>z`d9n4qs_|RIG!(4R1ohuCO;BH!VD#uLA*_O@
zlOFXJ`7>TT38~SAv972FahTfLS2aeGgBCVRihwh(8rWP}P}am#m)Sb+w@`xwxAkbF
zPcQHfR%0beX!C%h%>%Lo4KhVSpv`lIXfutmuBZ)hK%-b3ppFGWKIhRz{^rU8L!Z&M
zJ{Vn|*=9zU2e+Bg<-ToZbop3{jZXC;K}@H@=%SYTv()zz3!}?77R0%FUP7NM)vuDW
z${^8~Mj|{R^Wj@z2{6vYZx=2D31SIiB*6Kv+7bcd4EYAme?@oA>f6mYld|2Y8@oNs
z3<Hf7RY){*yH&=j5NixH#0Ue;PVP$>Xl`U-FwopclfR-FZIxV|nj47iSNdlaGSVci
zqABd%QW;EPhf7HCMD_p-GP?09e@R`i-cOs~RR`p$rz92zlE=22VPfKTbMREsff5t8
z7dil3TH~)B8USP+GXUJV{mKKtYL){7z#H_-3;=4K|C;0pTp$O4yQIYUJj`1Xf|IE4
zNeE7&zC{hkpNFw=`Ig(jSFd%?1&j>aCsu8dL@-i(Eg^8J(*z-xB9p+W3odrcRewk<
z^zMt~J$xbkqAWr0j@?1ph2t7O0vxl$3>R@+B6>8N#U3t*Dtfd<6+PO5gfFC9Q0_k7
z3ywFRcD(uIcGG#gN~xe{XMzYl4_rMUNA;6f=)5;d$i&C8n=1<fo;f>A59++b^dRDi
z?)sRl3!W3hJkeceNd$D)8e}Ryt{H8b89PjOo#rr`=rTihwVF2EU8QG*)J1nCM(D0J
zSOj#}ef$gEb>EIcx@(wZS8)^vB<XM)j%xPU;2hPY9}dl9VVcLHXkN9ByHRrSI(aSD
z(H)4c!)oX+cKYX4M38X&2lTI@V%$WhAI>?=Yu346hRIlOz6^7kd7b2cO7c38l1Y>o
z2wgen!lzLnj$Hy72M1Y#wDe}z(4jx~u6e)W*Sf33TXf6&JH(Ec#|(-7;JggB2F^fn
z(kc(9dtT)PFjDtHPJSW5%HrgG$$uuYbVxTn#=npQ`I&!VX}pK$f|zXH$-RT4PUs4G
z-h~|{@$neac;{nX8hI&i#@~x6N*2?>%_Dl~gsaDzJK}K}y<+sivvgtXuigG(s>)6x
z1(R0TDUMYp3NTxG(r|OEazexGsxRc<Qe5x;q1gbvU=JPakf<hdul&Hj#s(w#uwbu$
zn(8hHn<JJzC4^3)Id{jq?=*MEyNKeA>HGa<Jn9YsGN&pf5**|9o#s^KCkIH!aT1@S
zzGsX+{5?&PI@GFA)qCGgjZ=*Ne1EK-w`fe9reC$y%&1D!>`GXftd7E>mmDPNo!z@s
zqO&V4%IF<i?`opni^AV!<0ElWm^z#|nb|rWr|y~-%Og5E?%I(lO5&Qqr_)X|_^fG~
z-BHJ#43x@bY%|<k;9vY_=ztynwsT~+Gm0F7ZeT#jMX(0hv7~%^^}7U{`z#+ft?%{j
z(x*Q5*Hp!JiCRdO71?F(vpi64WV|<amq|%NAS`n8c52U2|7q{<)O0vhm&z2RAiqkE
zIJngNQ~x1#wcxao7DF+VS(cbMs5J7P3QbfSfyvIES-K@bDAJR=q<!w+qxwh$3}!ud
znZc~5EWx+q7aaFDRYN5h3y3>+nGtO`mxvL~QWUFsB8?HvB8?Hvf?$rCGc-^|S>QG2
zX>)R_WRLAi3kL@`EC>dr05#FljE>%{U1r&Ic0jL3)f<u&RA1+)zD|}v^&TSv?bKcg
zhU)L{GHa)a^gpki_A|y6O+YMQ0*eJqU_oGlA4UcmD+>%0oRea}1QrfVU_oGl*Mte~
z4lGj@-xl5q?c?4y4Id{<FpH@xAyB;b+hN5!-jvy}DkEG`Zz2x8E#lDIf<W*4M+Z`r
z1)lh=|2CB+rNEgT3kP~z5a?a@ZM*4n?ho9q?v|vW{BTG4;j#qEKPe$l{xMg1wEEMG
zaYgNkI<&W_LwgHCpQ5O!|9&t~PuXCe%iZPbfrVM-E;G++xy#J6np1drGP9!{2yi#M
z$LGCD>zZf%57}iHq13~H)MBSee(iaGTGa~98|7a~m3gsIAzwfcKblb#e>jlj`CNC5
z3p7#a>)3gxpjNcNU)_6Qr@p$tpVsJqRMQT(&Deht<(#knoDjrKs=C3wy}GM^Bp9Aw
z;vM0$?D^h*-Zs;I3m4z-ak<2rjkP}|IqZ?vl;jW`(+EPrk(9$;{ep!9O6mpo^{P!r
zGS8O})YS#|^{TE~%4&y~WRBM7-V2u0la2<jGIj_BcaC|gxx~hnpDS6Mk*vu(bW^ZL
zC(k?PzIRl4HJ5~5`wMTi^Y=6?eL@q`iqe*jF2!_@YE^1@yS!ue(Yr7;Omc_uFHCZW
zy<;Z16?hcEKKidad1lj3x7;-<wh+JR`<p-2JMkSo<~JJn9(Cp0X=W$m1tetA<lp`M
zlU?1MhdRd!Ow;zefA{C9SrUvrZ?~p%jCiI*L3^%}5VYrVf{6A^X;rDLZv4)GI1gnt
zxIH`k-lx3UC99!5chqYVUr1AKmxvKfnP|+m<sH*2mq)dwgRsn{A==W?h1*icwd@{K
z!NsL^fgZ*5*{f5WuWTH08uSpOp+PV5FEr@ILL2mNf4<$8I1`b0$zQc$*>|a`c^KcE
zCHD?{z&=P`jxj=$A_RpP0SVc;<2_xIyd~Z>=W%3In9(3mje^3AtUz+3npE*}F`=?C
zWGO)#elg?yz$8^yLL=PbDpRqxM1fnhl@Pc^D}orepra72z4Woh^nY%stA~}iv4YB$
z*mM-)K0T>upnM_T;FpLI-r(Gk@BS{l!P83bY#3;hVp`CNeGbZXE*0SqmJ;E<Eo~C^
zhqvlgsa`a1;Jc=C4`g!ig(vtIeBp_A3-8>ydR&RXINKpGD0C<pNcPTsR}Ux|NK^A&
z0iDkMl7NKlc&TI{$vd-<X4m86=<{DAN(IXBi11LUK($8ess80!-}z9@i-LuT3cr;K
zbWocmIHLKT1N(1C6g2;S2|@FJKoAiXrj!XZ^PYeY)Y0e4(CB+wRzXCV9TTWqh!32U
zh!H;EeEj8e#|J(r#0MOd-7Xd31C}O;390o)#*}w)Loq>5DI2KiEpR-bfDzyUiSLCx
zAo0D+dBCFBLOozeIr4x8@9D?Nkq0zlI#$QOMnFQQY*n{glDGDI(H);XAcY%$K^!&y
z4OI1VjqiMcrjDR)8b2vMkfFLsa75!fpJvIBC}{kC5`xCRi6D`UKkPm8p&c~--LlG+
z8h?aDWP!@NW0W(Ix=WvG8A#VVuBu+%^IqiW?%?!s$(Yt(v$k?fj0>d2dMMv4Efdlr
zwo$j5-U;uS?mvO6q4AgUFLeK<mu>v^U-gRDCld?xfQ6L;qt$jP1-3W02nfAz@Yw_O
z&8|KaBO6x=RMBw{)2iwdfq}hE&xdS;9^M1*@hJ+rh*zR_8C|f9mNsXjP`|fP*StTb
zj9yTcP)qC<K8Q57cehDn6Io;sEXlZq_Y=Qx2BB(pQ~h*upr*d++K~xL;+hP?8${(~
zXWBw)n%yY@$paj>sLyPXwQj0Y+XX7==c)x7CGTgs<uZMfP-Nqv=K|>-)kX@8{mO<d
z#x}E!MRUuuy-KK-5*2yqpoG9{eFQN&;eOGSj)D8tP>F>_%pJS+sH{Lzj4VjII?zt9
zsS#+aCQ2|CGUIlemHVSyA{H=B`ENOk^%7+)VD6AKuz;~3SiW6)s@K)Z0+R!0dWY;b
z3$ekw%^LjN)4i@QTEj!x&L8_!Q=27WD6?U=S&nXyC8W(mYQKa)kq>s8<>*ZMpV#3B
z8RLoy5p^hJQHMe{<bSjxdu>v$s>%XGp>+`o4Sz9^r;5E#oI}A9dK7uz=ut$LK#$52
z0zDGmxAnM+F|McwQ9pmYTh$mz3TjyF&@L%|^h#D1IP|z&L)Avs$J*LL#M;_|zyg08
z3wQ?W^gy7Kcff8l-SP3CEp*(aie)_AwWnvGu};mdSYM5hOyJf-31ZwD+ba|11zM;H
z5{ts>4f@d33MIS`lcM~%?$GzK-Zg}C)m(`UnzL=1saxVpl$_zgU7VTMm9MMM)vQ=v
zt&`QT*+8y?XQ{Im(rhof1FWW2<Y%c@IAY8Wive8^UARBS>UQCnEn`DSS!_BGLu@+C
zWM4(h{+fkC%>J4l{^32s$n{vRKIiQnub*mGXw1%R9(X|gBQ-<J{zE__Vs@PVDR)|F
zJ%4H736-!%crHS0{2qi@Pg&h@Kp;_{EYUm01nve=sC8}B{8s|4Rp%(Ijy6{N)`ZnB
z3hTx&R@%*h)-xBEuT;TOfjvg;i4N}ZMwzn<deM`x9Oh*$6Xt(?-wpGLZkT_RWk8sJ
zc8^YL7wDX<7$QUbZ^DRXQWAK%*HHC>ls-DlyY?;Vtaqo#3JCVENC<mysU-wq9d*Y$
z19xh~`nM$#!pinNCai3iC2p|)RDuy(KHg)3{byVvV#>4pw-xM(G-9Jg8bQT^xWV26
zBQk8=V}ku=dNwe(YeQ`Z`?wE?r4=OA2SytuOAsV$N(d|BNz<n&8|(dPkBRlQ8R3fh
z5OL^Z5r;lDBpmB4Fze$ftrrfX2p3Xk-o`+d?%#?g$2VKz@!6X`jw*d*2^wa?RvLvz
zN-*>pX6tkJzv@FAppV4?`dARO&-U(ttCa<YKE1;FOzaVOQ7yBCVl5UqS}c+!t`=J*
z7+TPIeAy~*{i_zlfwZU^BPl@%izR(My1B9-kbeQ>r>h|pB4}6ZjqdT@H};s(hrY(e
zFg#N9@*cC{?b$0F4t?w&VjJpXwRP&(@p1aDl-{jWd5P(cKIQfr;{WKKV`ymG(eS1i
zdJz*F+l^!m(5_Dqm-du~9pm*wX}zCNH%LqjI^@F`bmnjB)m%k)#14DSpwrfH_txKQ
z#=e)0ismg&+0n^19rVbCV`9pSaAky{jyTa*lY0$Dou9ZGMxFavDvUb!?=581VUl=H
zO>T;TByAyKt9#-uXRDijI5Zy%(|jz7W+F0+x%$VxflY<)nU>N8HwK<jbEUcP==Kr`
zaW_uq?lrH|%o4?PdE)lKd%D9d0l#`vz)gPA!sNEvOqPDHbCO=Mqt~74ki^GGxNomn
zY`jkmFuHRB@0ZG*)9<1xeC1Zau4$2d!T~|@FBb#rm%>DH*DpPTO^a<ME@lT*;+lbN
z`rh!s=Inqnwi(kJFmL`dv;)e&?KSvjMwY|fOa_D^w7Ub^M5^KLfVSCZc0k+7V(fsn
z+9!5EyY4ePpb!Wn&epxW16obrpIOgY8+EvY?k3fIG|-aYQ7oB!6H}CeHIgi_BRZ*1
zuMKLD1Y@t@P6^??f}(_@3;OoD)<&kyf((7=s<h^2ZN~hS#f0(*T{SjSpOPdo*L<8H
z#(S`tx=12ml%BuOjBE2{iMyG)NrEv-Z`fx>={LDVjB1w6u$fAvF$!3u5kM^nMgeT5
zT431dgk+DML<<MAehb2}*E@$=n>SNu?Gu}+-u=R1p!z?K>i<Y4?q+Hws{)^ls<_`Q
ze)jJ(1A7(5xS|P&1x#SEfC(%JOn}W)3k(yqmSVsJ77k2cL12PEg$Z~wb)cjI?Qhv{
z8vYhpg8jtN5`s3rJ3{gM8RLqI6LlzVQTG(>RwqUhhu+vsweYZ+I!hvA!Drz>Zwmsw
zZ`^M;JvLL{lBA&gn~w5t$`UAlL_(nap$O$aW{fK;Pt>8jMIEhfLEOz$8_X`e(bWT+
zsWbPP#pUDs%x3B%6sdSK)d~cI@-l|#wqpa&+F*Adwc&w?ebmMT2uD$Dnba2$gpP^(
zu#f7!`hdxtqMu_Um11N4ae><22K)5Rm6SuzJJBnyQD>@ehwh2oy$~Ut-PF2*g;}X!
zH#Jj&;riJUg5A{217<hX!o_Z?%f;DE?IJ59)jCo_5FLjRgrXy<Xz!+aCmhfnFVI^`
zkIO0%JE>6tPdy^BIp12rmCD&k9Y+dql3>^YlWdJb$a86kRJ)}NPk40xiOiS^F0M(n
z6E(Ay`oaN|Zhe6<Fp1jCzc7i~d?0cX)rf+{A9OLW{o{d|w(FdFJg`=MDA-_jQucs=
z6w{}k4;<0`s|3cXGXm~h8zDXU5!q7*B6F*rgTnPN;rKfO*G;ZgiNZ}d7^aKKi6s%Y
zX+ANulB)+-kc*c4p;ra7^p+LO3}p|sc{sz0$q6#7?U^^0-d*&Lm4T`{;W^5%=Ch`9
z*xxHucQUMgDK(bf%RjH_%p#^trd^yK5&=u?TnT}T4kCzA$IYvbmsp5r4;?hY{2^K5
zuC=F2FoN3DgJu+;$t5C~b>Y85GaroNL>j@&B8^~XK@iH3Shc_i$`2egL3#AS!q(dR
zEa7-*_r9ae`?3UU?R*J=A}0=-G5J;cpA)O68RLoy5p^hJQHMe{B)r(Rz)<Mj2!)VX
zt#pVuhi0T`l?sPUt5lFB(Bm2jfgW`Z*?Kf!j4SCuAGlt-El^ci#G!@-LAxNaYJuIv
zs$YtNan?e_IBP**fw)6xQu^rIpzXBW%s*JMjQ8$?W(hioVV%7F51OUzBa#7pdOSgl
zPrFIg7bKRutetYm#LMxA%(zEHv8G)k(Lr>TO_Z{#v3kdhUg_#xiHb!n`HGuKjrRDR
z)NGtdeaqp!%J8N)$ynE!#fHShNH^qgjP<7s0U-skq$Pe>(!R>o5RHFlnGlVCKXkch
zTx@Y<G{!*w#bOGy@rQ-4A%|L4K#J-3)fAFfztn5Isw3cLx2vW;d?3)nld9tnSUJ-U
zQJ8HkOr%WvMj`dGkdQGQ8HF?yNZ!=LW-H7RmR%v`aCEe;V*<6rHG#SmQ3(a=L^n{+
zWUdI*^N8BYK)2)+hR7gYMhb>SBXXomEiiwr*A3J=R#Tu}BoPp(w@3*5Zxca`CT^hq
zL}DQ%e0bP|gb!tj8>oMfV2%r(@3iL~P9XhOu}#uXTq<J1JpS7X)<hn$%_5JWU_snq
zZGpLGdnh`-Lp{22Cr=sgzQctD>>3{uTPx6|d}y>vktGOp*GUKhUDFRupesWEbHHxN
z7*|w^s6#1>I+U^@;ec&{5w4PGi<eh~A%!SC>ht#dKu`EQn4*STGV%bF=jf9sOVCQl
zkUk>8P-=XHQjh(sQp5sESuCKG1wl(8MQVYe)a|ZPlq0>rc;2g&GSr^=w28Lal8{x}
z;Hb1gmbfbImtd&$L4-;N|5YVo0hKHkP|1QIVQN93%{o^bUhz=!5`Gvs(<jDr*aZI#
zhs}sm{)liubiQ%~F`W-13KFF?B$hj(q#iLNO1UFpq8L#+NOTZwYZD!l*854-TVi1_
zAwPCAq|rSxc*G1QK8I~vmn|*=S)qjtVTKYJs6v`yC?RebN{Vo6U?_QtCBjhh)R97l
z5+<o9yl`)f%o~FwWfYMe-A{`Ke3g=ZI5cO3Y0ikE8On}6w>xkkIy<^?{`-M=k6JCw
zgv{t065?h?S06E%(dD9;wgA8Bm8mD(l6|)hoSs!yH~cbCN(UDAuAuMi7>w0loSIdR
zUMQz`xVG)3Lr;4}Rg*lmh_PRMK#jo3)0|GhZ`3J?kA=sHBW5vi?1=W%=$WY3{OOC+
zWp4<!(SMw$V_|d)2WY>#Xmo{y-ly&{pskAkNcbYq%6=54Myc3DJ)u@>O0PdqHBOJO
z)w-do8&#o}RUtud`zL3B>KKLA_9OGIwqKUu1!*cV?_LK71XMp+j2EP-7%xbZdJBKc
zNYn?91aj1U5)E?S?a+TrmViE$F#Va`gLTw2Sqk!08X}L>^QG>=o74)42J*`s@|$G|
z$Wuv}{BBta@>FV(@9zr^R{0VQ<c~Y#&&m>zr;@dEyR=q+$r6yJ5{vYLR=tO)gpVT|
zH2z~__!_bVq^Sg?(`5-rQ%Q(4)~AKJq`N-l<oSMbOOrg8xMs$)<VbkN<0Q`++e~%_
zFmL`dlsxC(b_V7HMwauSWef<7;Ft$ZJsFs+a-|wbo@eF<#ugh+V7+E9Eqxbs3|3Vm
zB^Gk%Lq8Td^f4cs96IE}<YfPmjengAbntj{KX$GWO=1#Kph1!*CCw{t+}<}>&ztmu
zfOF7tAIJ)Qw&f*(VL#A)O&Wbesz}}&g}u%Vy7a{S>YM3HsgjBLib}g%=rOfW=!sR9
zbng4yZ+wjRx%Jl{jcA#?A*_<~I=58``vB)wX5XORm-2FsNYr#*=eBC%5$UV}!3G}h
zCx!EK9_O}d(c|1rbo)WUtJQasA71D#kPu$*dB6KuHyj+S7J<tzal2YMFL7I3V2T|-
z1*UpSeNw0?oOigRDs3#28>Dx*uPVHjb9~;a1q1FX2%J{+KM}r*G+|Q-!A1(<=u?^f
zsw7L~NdJ+a<H?XDr~@bK3E6b;3!j5*F+K0{jsynI$A6Np#7%qp^h{Sb6~-q?A6i(c
zl-|*?XQ`Sk{|mEEYxGIeaXZ^q*1lf?v1Ki`I@qCIKQ&zPp~(z=guZ04GT!>1nDnWv
zVZK}GHnj7Sxn=#SrMuj$NB&B8NXlFc%(eRiJ=4}w|9CNQhk8je<wdE|5<=hh>Y?)=
zzK)Jzj?U@ro%TsMrgie}KcfHsJ<!Cv<`bR%zd(AU*Quf%!(L@lGGt7bwCTHEOVuU`
zF?)Yk`<m&3uLjij?jpi}P<MDo;&AZt(8cVkLFeOXxCVLP6BEGJFsc*4__JQ=ddjx!
z@;dIpoMe7MHG#e!>3&IVgG(1_TO<Ueh?sJ{`ic3H+BwF??5%)*VfI#_<10}xat~Au
zqNw_J@L?T0x-?CJ{-IUB-6p?xZlTZq6Bw#WA0-;0Xb!s<myq_Cg4;Nl#nN{nrj^wB
zjr-iIQY8Y$&!nSf)>8SXc}lEB6h>2n;i;@oH6?@LZ63)88djp}R@!x6(O?5TvJxG3
zlDKAAD{|CzfkcdG$hh`r)>z2jc9h*ARqs94uTF9$21^g{N)a)N;Q_JX7MNG_&wWK#
z!|4?8qrwa$OJtW-cS%&N>mQX6tO6zwgr<<B7+w*ZClRoupMBIUerL-PyaTgNLa?ZM
zjWoW#^U$RATp|{|xAEU0UqjlJsA4f?QN?1)g5VV~3xdUzK5Evx(~oMLZu)6>?+4ZQ
zmN>j9{KgUe8(D&Fuzw^3qW^i+tlM|f|GaK5^69^+K-8gvMI9<w5G-*IJ)6^BSzze#
zrP0GPoqf(pGfpL;2WE6)NGI>ZN6nJ(dX^^C2heUE2x8g|OTvNi!CO^diG>FvdRY*D
z?WNr4-q$J%3`v5Ynq^~$PtCHC7-QKuUJ?M~v6Ar^HC-ZL#Yh&U6=NrLTU4V@`P3{H
zpL3XvHOxE@8})Ik&hlBT?$#U}6;occS4eLx7>OAcjJp{DA!j!WgpjlQ)5rxQ#hmji
zdJNG!Dg{>-5^mO14o*_}QX%9Xj|&LB%#fesF5Y5w-29iFN5y^<Xl6xq;ZqZI&XL~y
zs93pUq7@OAVve~O{HWN~Q5ZE`3_L2<J_@6?i-EbgB`*8O*-s;a)}fT(wI=&0aZS)V
z`e~s-YY4MN&>D8k1g+r*+B8i*%R0-TbxaxoL2FoA@F6u?O3lgnnUD8=Ks_v>n5vCF
zW=3!eA16enywV~=@8}b}#{@Z;9q*0ZEr}q=&5;oJ>@0#9Lm+usaC3|M)JBPgNcZ|N
z6X{-;C3tjfpM)S>>^Wv4-2pBUk!~3OZAChwiZEeOMVPQ4Q&0Bjsw@cl<(gwA(ycmX
zBHe%r181mWpAnN#G=S(uJ~N^hktK+9RU`zWCw^uk-Kk?H(p6=QE2==$amHPef(8~l
z4s<h1^vF^c6k7Zpp#`2C3rKR%qKBhJ4_ShtW{8A9i@_0E+|C$R)Pks^AuQ@p!-7B!
zes9czLXB>p*^RL#?}mHT97{AFc3yPUcu|&6V`P?`Q547Ebuhg~CACHtL#I^{I<5Ox
zoro25vRFYU3$k-hMwYT5&}W9L&)ToMb@EW><IVe7$IKWo^OzZYewBir`leg=QUoyF
z31iQK>b?4^GM@{d#Mo29g7DaLU_^E;Wq~0^(a#OvpFa!p?RchJZj7vtZrqR{hA$p0
z%8&>cddQ^@f8Xu;n5a(J>2ovkw0BrF{5;GGX-X@IkWjRsST!W3ya;9?&KPx=PoK_L
zC!S(P7<C?GSupB6_<13t4wJ;3S*9jHl5%&4%XaON_yiLGsVBpvo{S<TvXilTWZU45
z=oF=<6lJVFdoRtZC$|e;R12h)kgI$}LTEMUJb$y`bCau_BZ}Qz<#^qpZ_rIsW~*%i
z&EzGmiri3J$?D;}<PnLF!SCSbX7Jnlc|=}P{Sbxwt&8g>CyO2zJ_nMQT(rWHlU1WC
zR5~7(0ogqyC$Eh{YjoV?$U4dr<jAPRO-}k{F%o4|j6@mf=q4xckZ6!Q*P(x(ECGEg
z31<%<lcgX}r6KZea&oRj1Nm7F`4zGR<f$Y~ezPnEc`CKYBRTn@L<9K)4*7gp0`gRX
z4B}Z?0@74skw$W|<cY`zEqcNjK0%g%G?jpK4Os%xR1zYM2~lBw>8|29Ik}zu%_Ju!
zu9*;NdSS!aj&+igjBVyZLFUbWhLV%~+g{jjWn?)+n#F+7;Ej(5=12{&u*b&(2c9q=
z4;(Cuk&x_vLL?-Io-pfq$by;2cItNg!N8U2Lp$@7>3MI?2`4i-j%i70dP?FVGx@lH
zbDWCKOg<+tOlESybwldbUe4*a%O{jTH<X!_Ov0JTkCY{on~z*}LL}jqh81!0kya%)
zAGujdiF~A6)5%9#HAOyhcj5e;e56&&%|{-S{E&}4B_WvP9y?+3kv1;pBVE~?e5A$2
z%}4&PaM7H6WK<<59~tvSp$2sFkyb4j@QzCvWp)0L;4%Hs#31&GkdLhOg>YcxBa^={
z`AFbZ;1rMTFftW+ovcmW)k#IpFP&ROHx4G0)KlKbE?&Dg=Z!A!MZ~ZOe_DaRNe-sv
zqnVnFWM&k*Ll56lLyz2;U83Hd|A|S_BHcYYE$7x2o-%sa#9-y3#EP?!DSG~$l+fxY
z8PF`nNkt}qfrU)iayZ24Hm{R~v~2F4bAKp;W@f1e2*LxZ_N)pf(av1?teHcDBh*ZZ
zh$-~6FU&$<nk=D1-#4oj5`yXGD_@v3%qlJsQ)erZAX`IJ@kyn3B58Q0=|Pi%{nW>i
z1>O(8FsqCm^griQj{X-Wn9EwCV=ik!kWYDLWU#ujz&w-G_dOYOzIZt43$tDtJu3Kw
zQYVGS!c3)38Z(uWC0H+|NeIkT?WC<q4aT^lxrjQ<)iR0}mEa3hnNcNOBDnPUFI-?R
zO9$A?g1}x^-50D=R)Xma)n^IGdgy(@CTh481}>c1zGN9C(KXJ=SrAO!i=Q+rqL8`q
zfyoynJ(zp4WA4ea1m=E4LSXJC5r$aK7*{kmQHQyAMA4!WnEP;4$$<ziNB#>JnA_3;
z=C&X(H$F0Hf!&Wx{wig`fkX=thPEIu^rQ$w<AZcp<wyE;V!rX~L|H<Hc0NegNP=PQ
z`uVnVr!&SCtxYUo?JiNYs07yT8&%Rfg3C?+g$t~0DFSO-5ci987WjO*tnQxtuxl=S
zG`K=dwxr^9`m>I)o|PrIAoIYlz1yk95)5N4j8J3gzp6njV63fCw5SBe+8<T&K?IkB
z|Ah;TWhnw<S&)T))5pagc`8^-Sz!3rQ?9j;Q6KqqaEdB+D$>7-oO1F^vIHHuiiE&g
ziKlGWs>&EwbS<I|Yo$lgq7qoEQ&dU&2rf7L7cR(VNm4LY5edOZ08*b1UZ*TDjP-Yf
zu~H`oXQ~HfZA87%j<H6|5*X`w34yVmjZk9>V_eZ#L><Oj8bymrV62T%CF>)&Z2m7?
z;98aru$Bcu)JrX%(^^?zSnKXn;f@H`IyODHK%KQ@<KFnaW3BIH31%)uPfIuCn`%W)
z+pbldF|KGWq7G|SjiN;*uvY!3lDZLG8vYk9u$H9*tYtwa&I$&V1%aWyjWE<pvx7_3
zt(I79r~#)<9~>Y{V5kQq1a37tLWME^ssd4mp{7L9q7oQtVN}Vy2ri5M3l|v5(gB9D
zAaJW&<_9|}3k+-Baysl*xI*?c&A2&x`M?(@wKw_;bA`;BW8*!}bqj;D?M0^hX~Mrw
z(+<z0ZBo=fQcK<js_=(^U^c$=gdSf%Bgy;gX>)Z9^JZKfqZRloi-HZj!4rByK`>SO
z6LM6e3SUO%2Hf>PBlC9NZ-RxnIyPuAtuZQ7&2Y*fViD_nM>9d9;5t}+2|@a_E<tD!
zL1McfAZ+uc`2b-@iH#2sMy&!=JBh<$ly?<yzQ@^0pFc?3mUX{0*T165Yr7=G^)E|!
zYFy_Ey)Z^d@E@<usOj~8X>Nb{nHW;0qxl!IucN<=%)a)dG)nj(P0JZ@-vAG3KK-S6
zNb^}&JoDCG#U};C5u%vRpWMHy9(c4`DLwq{QLV(P-TCI`W1^C2#>Fdw6}4UwY^WB>
zvWT{HK0`TAqM$7|NC?_;9YIW6;%Z;`VNLJ5XwW+5Wz7#{J@;kJ=%(E*5hI$``NSnX
z^vX@UE~;sr^4DAvqG>H%xM`6Emj(*yQLQaC?Wa!De#*qqwEyrgH0?i^Y1$$B`!zvr
zcj$<3*(QEPL_#??bmj^I5|Uuzx?qww_NziVbBB+DHD|saEai0Q6#e}}ZBj(LJ73p~
z6GTnBcdMO~sTxUeM3c8Q9lyRrL6cuEA!zar1QAV6Z{s%b_WX)3ayHWWtLTNSzOssY
zo3mlv?5k9CllPX`EL8=!w>sal41VPt3iv9rJ39z%T^gp%r+l9l6XOEK(|OW1Aw3Rd
zWYqNBrVpPAUXyqm*FuX=;$LX-NnaJ-nR9iM&B2%L7I$v}FQWR^YsyQcKxqAi0umDD
z#GBOma|&zy7F&Yp-13c!WvA&$TY}{py-D@$G_PyBj;2ND2^Pi|{<kHVt+q>WgfCog
zYHpP%@P#810$(^p5Zf2bJIUTJ;SibXJ6Xl`1-y|Q?F(N^><C}zY@|Bn_`;zmUvLoi
zyEH`qx0FF>pO7*(rjXuOOrL+Pe+|z?ctgTPCI)Xv`a0wdNjm<tb%M-9_FO%GXK+p-
z&M<ygFuCZpUsI-I<A7AvjOkb*AYDL0);yn0<9YqB3kd<U-VQblkLPFJ4wh|{N%b%1
z1YL~L8VVN131+m<siZqh4V2WA+vn6%eu)s_4&4lm9ufuaaI1vC9R?C4(jDl@L3-=4
ze@2}5p0D-91Hnx7fUFntiL^pO!)S>Z;SSx6RHME&p<y7=-qyWclI#BtLO+)V+yVCr
zU6_ar(nujSrrbz_!4qF&oKJXytHBvo@-Kvjm6vmdf<3``g*d~G;=N;a{s+OhVs8@-
zJz#1eRlO_4L0s4=AR$p2-9j$0wJ?`ByEoV<>=Nzw1!Eh1M)fb}5?RJ@ZwVI0C06VU
z`qW7Yj&KCOsd-$Yz!5G;2ppk+AeVQ9qTd)tDD{o#3s-W4;u0~!5rRf4&o{;q3Zfjr
zLHNlPQp5#I850*W#>SL)ad(CkX>~YQ)0_B>afL({2(HkEf58>n=$*e55*LPO--m@v
z3r4G6QYkchP(VU#({riWdwf$!B%sMa{qRKKxsQT!BGA(q#U}`wM*jVyU@J9Df+HHa
zx2c&YQP9W}B?OH;jv$eZ%#Y-Ir+#Ceb(krugxc46AU`_zzaX(A8o7^=YO>SF<H&*R
z-tHhg<kAq0Y$+3({3S`_IEqkHVpFoG`L_6Cr?nR|RkZd8{0ps3&o~#}+E0E~NNcw!
z){id@o*G%ca`-;vX;)S=$**uyKtiUicATaIpIxT?YwEej-PvH9JZ2L5&OHCVTnxC;
znDe;cXWS$G1i8nb5**<kH=CNjOBA?Axo^obp>YlFp$KBTM+0xlw_=`HQ&w@^<1+Ka
zG>OepiB(@eBUQ4FkI8PK1IKQQ(W4UR*P$D#loUgPgI3z5B%H)jDdZ#-q=`c6oESxe
zLX&UJ;;#u4gKzZZU+|5--(tR)#G8ReGG6b=y~xma=WlUEG2fu7A55alH2Cs@Tq8QH
zi5&cMAig_aRJZ>s_)M`ndABF&v_MuvH9V4<`1E|<x6Y^M$4aCKI}S3O^VoWcMQID2
zzdT<fr%v7y-c8q}#H3<(=B78EJ|t>W)cFp*JN`PfY%OTBl=m?qzFu%^P9HDH9)HJ;
z4b@C37Wq#HA^Ws%H6IBmnm7Gh-TvF)^<@_e<YIbf6Hl^U`E9V1S|Q+?PGYsv3s!qd
zS6)S6rz>1nx`<<5qM_#>p&6MZhFcoKv2Ha6nPv<^yTN+v(E)6b0Pop$q`gEKB>le_
z#G!QsgA6?rT*C%AbF^nebx7(GVUT?=NW#XrJ94^u)E5#nqD6C!0`!~_wP-QkY1V@h
z`&Q4Ylb6dH^a^Rv<iBX(5R1}4@668X7rwX>rw5MCrbi)m29-Y9Ca3z$mxImqxrS{^
z>O=RptZ2`PLbqCC^@QIkGcod=wi&AQcO+OSlJK~wic84C<2}3Uf#-swy+ytYpNQ$?
zrBqjsf?yMGweL99mEI_g>e%705>t_9PP~%rseV}vb?o`zI8|GMaSW!~h@9KKjla_=
zKL;DACbAgEU>bfWj={9~4#!~1R%0~h7)&v}c4W>FPi>uEkAjkWo27<J$^;@DF?WGx
z?oo-z*X|NX?8gO&H2wJ(B2EAA3R#&R9z>4}(KVvQSFm*@U2sp%_3D1X42S2`JrWXe
zmuPsj!RzVax3w<iodm02t=rv~Q>M{mB4L~UaV9EFKT>kRt)l4?5^<|&-go9!(E^DB
z)6bEnUv5mVCNWy*1X9F}qUn)sFx91rHb7oTiignqxYGuE85?b|kAI;J_7&0w8|g|>
z36E`mWCrLa5gm&Bn|yu8$~KwmYnQv31E^C1vXSl-Wq8zI0%Q*K|4y3nb5Fl~XKoQy
zJVU~Sx(trO#hn3$=NH!3xkV&NL#qo^J@OV2q)X7}iU!M=`$V#qIf-^$xIrQgq2WGJ
zD;5Gr^E;j497WgU3oN*7_AjI+?p2~pDL!6s3SA|dqR$;)Tv`vD)<LN*5(@|H2S^C!
z9JdgJ<{YFLZV`=<2-pj|?~K{BxKEbgX!r9HV)nw$m~$ypxJ2ygbmG55{)KZXL>1cz
z7FBE`SP<MIvLH0i$n@TG#_S-BJR@!qy=RHT`z^a1(RaxbY~y_<ArSrO8M869i2mnO
zFUJ|<iYgFws9;ft3Kj%AA-F|kfuYBCR}buj3_D|%WVf6#J0UloG3U5bz9(Tq-il^R
zB8X`=_YzT4iG_pQjV(y{5|IUFK|Brgpw`*xGjB+W_a=QG=8bzqH%l7e-B<D+qee;u
z9Ofn);vP{awxMix&rtBu`9CGZd+v03_H}vUP`Bl{JhRk|NA-v)FZx1Adp^|dS)@JJ
zWY<Yt#Ox4i7O_YOHH*G4B;4~}(#*%NEw0lmWiKrx<W#Mk{jl09)xw~<NkZte(cAP6
z9=1CqWh?z{mF&mV5sAP-h2E@TyW-oSp1tNbt|v-TQ00T~t-x}dx#T0!OeA^zdv^pE
zk>r2O8Ii>EgHBD(&QAV-Au^I|kisF7yp>Gam;Qn9Lav2KlCs`^lb%u{*k7pkbP8Qc
zEFn=5PO3==e4{Es$S+A9_~qKv>@n(EiG`Tb=m!&18p#rL%&ro`9n;fUpX$IS<adTL
zxm0vY5C1J4%uAHfDJ{zAlokY?GOtE<6J>$X7wR*^78+kpulj@O43&Q{9q|z<9uyu=
z5TWp$wX$zjT4JFizF<L|j#xr>sh!<GS!Ix5iX*|Y9x>FMqlVDlC<%bx_?9FD0k+rz
z9Hg&==}9s5s_8?s22@u^BtAN4zaPxAF!=HwR*q3tB)5eL^3Rno<Dn-Q!{*rHN`roC
zc?9=U%mt*Ug^YvC7sQ$`UnKNnq0muF{7AphQA_Ak{%m>6m~zBZ`}&6HDS_;=I<9nw
z;`-7x*@Yzt9}8yJ)nyuF->FiVTF95V%a*MwAe2rnQyU-MnW9rqERNSd3~T?SYA!I$
zRH4a_W~$KeM|1bj7ln~2F!=7@ZBZD5T@1SWmt1m2adUm>{HIl#sc}*0V+^{dp`Pjs
z%{?s9*~J?CXoZNTx^&a*W+qNZToWe}e=IakEN0e-6Dxl-8{FL=Y8$KD-`l=kasw`t
z5u>t{6A@!&v+R4+dI`pJechU8->bGtFiuOa|Iu6tv?}0A;Jy!P<I!lRA-XNhQEIKM
zkLdEbgs`ud`jjAS3F_n7C)Gt+j=1tOH5q?R{%2W&dw?-N3D>}YU+O0_S1HRSBBre5
zx>igfs)#8TRm2nvf_s1#ggdkM+>d6i^5c)<9^mzsI6PNr|C15Dy(~dU>?<J<z4uRM
zu98as^IYYoe^r5~Lj{XERInf%7I6{Kf<lcpKiO*FBH(08G*;tTM~!D?31*9nB?M|L
zj8J3gzp6php@u~rYFH4c!50B7DAaf=QVqTc__-w-t8vs(<ESh_Yn+o1sPSWj8t4C2
z4WbS;Eb36hg5d6-1%V1585KO_Pd*x_@WSO8>S}a^#`7t|I(a|-(F|8j&kC<c4@xIU
zs0TS8Z@?wMZW0qiR%Z(mz65B2Ay22XX40B|)(lm|97EMeNdU};*~|}S^j42cB#ckw
z)E&Rd=%k|i;l#7%D&RPW;V{F{^RY1mE}>gdgv2u=l8j_Ve=;6_(}9@bI$$cd8AhZ{
zED%PdO=k<4I);X%HHAzYX&{=W4oihF2JIIRIR+i-n;oYEEjpCcBYI{}RNo0SGZ1}s
z)(k}Xq&HteFLF+_Cf2Nf2@D>HDo0^dJQt>cOX!WGFzUM)xN~KR%f52*Z1lKOSAWr$
zX1(}UkgQ+^pZCueI{4%;Zwx;D&xHq{7Re`BaXIdMAT8nEM88dn9=?e_TtYGI+;+|k
zI~IP#uoJR<S#_(dk74II3BeTW8G;x?xR=mhkysdf7N0W_e6cLS;ImCa5HsF9X9l0`
zTp|Xa{`|K!_z+dZ3X3XYg$2RjV?oe27oIawd)_%Q`21>#!{P3{Bl>w+f^b)+fCLIn
zsUUjE0yFr0c+LzyiZQOJ0#Szw7Imm#LBfNN1%(=CBh<j))6o)*)o5E_TA-~g!Qhi4
zAyA`dgc^PSRSlvJH7x2-!-9kd9}5aKS{2x>fm`U$S)#ETPdjQnElbcE3nc_<%!^QC
z(Z8xe)S-q&9cow*3_cbFDm>w;fQ-dU)Y<s#<}>F^@PG208F{{ulA;rRNf6VC+^gq*
zN-T^zzgdv*sAGX4$S(zE#QRbQAEyzI_+rqheqQ)1_@)rV@Ws{h>m&jO9CBm~I8lAi
zbFB_eqv<%Z6^-#58IqLqVO_BbvO)+6XT}^E#X=Hb%pralb3WwGhA}6PWx|+~cfOD@
z2S;Cz^~qJb=jiN+<8nxm4lH(ENxgAVFhLjO=ake1<@<M2k4il;4viO(VtVq8b)B`)
zx%`|lYL+O(=;N8e3iqIEV)UQ+l$=F?Z94UQ#K=%?Om;&vC`ep0D2zE@=%BEj8Dmh`
zeVzw}G`)OP>$=HP87v2du~NW=^}4TD2PI_CHQh7RQ3=6VaPYht3v68eZcS{*TFw%L
z^pDdE9%@lS?UVH}7F?7NxYGrK7}ep%1sA*Js+gZi*l>{KE?n|w6NyU75_I7d2|*W5
z`q_*HX<Q-#>2Bt2jRiy%UDu+Du4_T~YR$}F+tgJS6uqX{&!)Rxa9p_Hyy>ntN~xe{
z4nc&T2d*BFqlQZ?bk{rynfO?Cb7eum^LB@4&d;XX5KnZ~8L}>TP7CuyS6wa<&{dm~
zsd#P}ZJMQIaDEznk;817%M5+gYFh52_)L6x(Yzsb(MO39`e;)Y0e$oY|3V)<@pB=4
zG~DgwC2^3XrxciE(H(Tv7O&aT4~ORWVVd7Z(G0y8QQ_I_ebG-vY^*UUJI<quULaB-
z$HNN|F%m+Tbe$I>ie4};L|hUkEv7q;s@_uPFVEKI4co-Y*#VU*32@w~VAWxtNVy;$
zhiESGF)3|w!O5Roh<qHv7loVY;<}GR+!lp4*hMSsafoqI6~<T<oR@27Mxjl+VBRQL
zEKBf40hPFqL#&g<c&LDi@lZiSvTOL|+PxADrr7P!KPF2+pGv~7H+(BgL7qxO<lV<1
ziu@uP+f4r*^0Bf6<o^=nlVmB#Q>jHBk3%$*Xds{di?Po2vIOL*1TQ!QWeG@AiA5TZ
zL*z*`kiN|!{eUb1X(|EfCu9joQ%Q(47Al4LrMo%Dk3&=^!<xq-B(52b{-97|KMujz
zW+YnAy!p@2;}HDY-k(ijWH~<lC3==Q8HAT>H%m3JNsE_j-zKnlx%OR&g>BlMzla_3
zgTI)EA|Mw=gz6VIj$M-7-s9c;i}OCjDJCHWdPC9_??Zei;2fZ$--jp=82mm&HSg4K
zb#P;Lt$%wW0;EGvL`Xj7iHM{d+h*v3<=M|EOE&kNh|<4`XAVmJ8dAu4C&H@az7tWE
z@j@{WXRq9v&N~rSP4P}d-NN}f??hO&+;<{cOMZAK;(7_ew4?Q}=A8%|m*0tSWpmz%
zu(-JIMBH4sXz}K7N>nB1orqzD*K*#8uxi18?bc_XSL3DlcqigX3BfxNgk#>VmB^9a
zBOi;HB}u@C_BuZFFAqe3f%8B_(v`TGS0YwK@wwpe`Ik2$LVV_I%<f&*;-e>?txQiu
zl<U|+ZIje#isC#GG5%M*YEyPK+j4j(!fjsXoe0b3c&&E$xfW&gg3Z}4+PwhhdLDi=
z`*!ucWQv*lHv&Q*eLpvtX6{3CZqwuI^hxoa`ZXNLI>jJ{@!5h&Y1;Ee_EkFY!>rOV
zm|kBZB9p4<wa*f??3vc(8+k8A2DRUrkBlK-3dS1eeX1QF@USXLHN#yFLG94350uqY
z>h-zN8-Gy`dMmrWsvvPVq<PBeo!@6S(T92$Ev@mMZSqBP@P{Qc6I~Kt#|^)pZpDnu
zsmSUT*Ymy@kmN0Sk)vFXm|`wb_vncf5;Lyfe>KN{+A%gJZ|(UPCU5O8Mo!+|_(kLR
z&zhat^X(?V+UkW}*>|bFF5jIxZExlvB>?oMNX6mZ^p3Z)|5PIc+$^K+Vy(>%u=n<h
z=J3grQCN@KSUkR!?<KIH*KK;|>FgDH#P00+=AenhFr%9PqU#J-g`FX96_bJ&Y@lEN
z=j^-Vvo4bVeI7d5KsrJal8^wQhJX+{N$7-<@U(;)q^MC46jV?I4$le-imZxK&R&7D
zpyw%IIrT(=FK2IXXFVI76&3l-y!Z1w&+O-U5_$dp2@f-~voo`^v%9n96ZV3CzB9c`
z_B=+(Hm?%Znt=?D*FIx``SIG73H;5l=O=I0>mD22RQ*j7VDa>S5`qc-euB^ha^8>T
zu*uhw06DZTsG)fS=L?BJ2FLRg$r%pwyl(Q)2ZjGTd45(SMu=q-YZ&$>jk6}i6w4-y
zDV9wZ1ZPbw2rpmglsp=6>ws>_-v9h4&YKLdB;r+H-=B>1eI*8~z6lZn>Bs4^qvRJm
zin9~F89$j++N3{Jg=&B*Rt-?af^ZH><IIT#hCaQy;&N66Uo)X+4#+=|*VzA~S)lEs
zt2{eKPE|Kbq0xRf5X7`!^wi0{k_wB$J1q!{f~RXOFhtqPqBuM4H~bW-9IM0EB@<Ns
zs;qpO`i~^Q>X6KcV<#~l;Q7c@g#GOIMWwGsE5$0&^5MvmPWFhf{#Yeah1k!|U{Mfg
zGJd9C2s9bG?4-4yO>qW^oSE-UelSj)nfU%>`Z^{T4?8)Be$`DtcF~!WnI1JtfXqfg
z`Ojv>HS}k*Q7|KhVv3;Pje?6}C@zRnV58vr7>a8Rg=eTfb|Sn<EyaUrhWu=$gvxa*
z9);H3KcJ<_3&{c|WOe#EZpeC!>qp4?JN*iWtdn04>6<--Q8Hu|N?EaC(Cm}RE7S`T
zjE(9YpG;n;_DL|NYcKq4vP4z^>=@ME--oh9&re>bw|{sSy;J__P^I?D@(6TaN(g-Q
zbAnJuA!|f;44NJnjf-gKJ#ONKS7La_K<`iV;n^-Eh)zFl5=7ZdCL$dhCKBn&&Yqm+
zIc}nZ#ShWJf?%(}f^cv2p8VNlr+@od>=pQ=Xb^gmBlIMRL6AFJLLm9v<7Tg*7yZi{
z)pZSNfLKl35#TKDP{D#k_6jU0)EIx<Rs(wlTP)EyR&Sz;+ErvFNCXC&$0P(=>~v}I
z#2;$G%x8>lr#4Am(87X5whAmLw7A8s1@BXTDcPYhK64u5Gl@ZCoRko#@taEx&o2$Q
z6B>iKLk){N)UY7fDzG3>;bWtM=QoZQ&OY^V>S?@B{W-(Ry`TJSMw$^UN;vMJ1C<fP
zbfD;NL5-xsNE5Iik=+6d3|S`sV)CA4znD>mD#j?YQZhir%Oe#d2YIt3z$in$j2xuZ
z`(Up1znC24^-g8WO=TXsaLES1{<IZ5NHnuoAOl!fZ;UWh8S;?5xHU1tyvzb&gn9Xw
zI8#|>sdG065>iAy0xT(Ohv#bFU<P3IW`xz7F{~*4Sp4g#?B<1aXV97YHDx-l&+J_N
z;oeE<H-GJ0o`!omPJ@AaXL?$1)!(|6HliQ9s%A7A>hX5ot38c;@2<dyaPa0NCl=<e
z@$}v>eM4a#zHEXw1$nJV;64E3LnL_nkC%3Hm(-op=Csq6Z>T#D{}k4J#6rK%f3D|C
z9C)<yW&VYA<x&2{E59Xm3!DNyxx_V~zPgSnudZXNtC!Th(409J8g3bU^N4iSi*j<h
zde7L)36C88ZGJ`@-91!{uQV)KvB4U4P$Xgmx}j6fJVx`M_nxOehxt#_7wJy||JlfY
zHu0ZM|DZqJ_|Fsk=V|`)!^`yN7yh&1Rr+%)|LOcX{prqsUg1Blui(GU57Hled-Co>
z^b6l)!et}a8Mka;THIEFHE$$))ZvRKr@ckL@VSe(-lku8LtgW%rg%J+Z!6WIq4=6k
z9omMkyVRjMe)xCe6(k`)?a_+wc;hDc?feUO^1FXRzi=`8@B9n*amRm3zi>tKUH*m3
zdT6k^NQ2!NZm_z2{OdG6;)}~G3-}kVR=m%@aHf96qkM)Hhhj7MlopP?z5EUR!Wo2R
zoXy9^(=Y7&$oZ{ju1ILT%D<47_>O-ead3oJo>*N^;#C9IQ=NEJ<!Q>2x<!r)9VHK9
zmmTbK<+}el2$wI{eeb}fGt-CRCiY5%=1`jS)yD?R>!Lqd9O}`WI}~})QoZw|rla*E
z&3zB4tY1kGxL3xnnqm|6>u(w-C;@G(7Y>*m&?~q5vUe4=^fmS*w2fl*szU!<eP@F2
zStX#qYOHGSR=&e(Vw9M`!{{b%P(mnc<Ln+x{MGCpj1%a_ddHQ6#_HT8|1v$MwXa5<
zE0E?@X^WhrdEKvO<6v--@1JUwq(@SC`L8D5e1pUwDNLASE9i@Li7CE(b%#VFGfZe?
zhL;lm&0{ij^Hg8CdP0(c|6d*cFGvjd69)XZUs95<{!gO8pU`3cNXJ*C`zqC!k_`Mm
zbNC;Z81N?yW&1Pq{?e%(RkPnjyMjNV!~D%>{tC`&s*m=WF<j+JT2zwtn=w*Pi9scV
z!Is50r~7i%V2MU0gbr7--b)F#Puu!tsDLB`|0;+7Y>5GX!XPuhNMgX6Fk#lP|FRXK
za&@gF1M4dt*0)FuSQCcqKS13hF<?!YFl(6R*;S$8YPTc<>!%&ouSpD86NapEx*p`O
z$XD-4H24!b%pamRxgu1mzL#X+f7IdcJt5i-{0Rg86aO5_S4k2L{)7(mC;3CFi=+VS
zjweimmPia(69x^s?y69s8Y$6WP3SOd?1#kbZoD6&bB_8ZCDqL*uUymgg1PhNoIiU5
z1)97-a+;E5%yMkxuVy*6@)O^1-K)i<=Hs}aS&3c9GVp)H`y%|?-WRE3V!1XO&46$e
z!=u@kNKKGE#G~1NI$<8ozCxmrI9#b`RryTfFm)+?G;d7{Xfc1*ISV$_U4O#tjX*Z+
zjm)Pgz>jF(*Twgm_mUIN{>WBlD+OC3>%soWr(JzVJX!Y&I8SY2_eZu13j51`g#~9g
zpGjjm9m@>nkNx3(GFVgBJCYg-C|QrD;|ra1(YMvP>UqhWSEr4LP*?r4Nw%v*v2T=m
zBQEj6qt)YG#9{XObw4dEX*`K=-g|rX;CRG$kSxdJvfn#4(7{!LWl8v5G&Gjg_ny!v
zi+$a1?(9u*(X%-3ZKfKs;}!a_w=dH!fW>=h#rWoW>y~P|v*9iU8y)<<x^J9fy?&q)
zW$qGQ5^l>Gz9n`6toc8>e$Xg0uASA@*GgG_f(@FJKULr9o$@>Osys{ekq7$s&#vJL
z;9gBlTgMjLTH?FedtQCTTEr=aJ(>^t`<_sjOZj1q4<`pEt1BfKHoyFLebzu<PNFQ}
zJbJx*_Ozku7Fhz53VeT$ij5iMJKL@YPWkUaG@3jhONHy1GT7J7Re*Q6qLxr`RDuDI
z5BBZ$K3AV5oQ<(q1J(}pJ?i~eeZ^AZ)CL1SJ<PW)@l&AzT`oS;o2w63Pwl3@5pa#I
zE}}GBT~-lSAdp*Kr=1jzPmwwLiALu`pK)UWxKk|HUOO>M$*Rm}52IF0kE0j8A2CKR
zyfC%5%9WL40h>(_%(Zq^4fnP5s6mnfNrRG;Chb%rF?fcuQbLe4m~hhMo+dL!<esc>
zi`6f2#q*Qr#PA>to}XM6gSq&m$q&svNpDDv>6v*dmCR}}J~KgbLPEmQ1?lg^{7I9P
z1x6;|jFTokRD9B8xvn4Uo2_<Aez4KQj*T9c7$jEyAtA8Q^HD93<$9SZ8nhL0hpj%0
z;YAqO>f0F1SFT!)ok}f8-&i`pS{4M>N}A})Ru&l6dcb9^igTxaum3xV!hNUHnncHS
zHkqe`-nqn=r8-Cic@<@T+T`S`K@!Yn^AO@(-%u~LJ*+l_2^zFohtu@I4mBmp=Vs+)
z%<j-MHOGzd%(5$)cPf>XJ?L*|s{x}~ios}G7fxNBD8ZBi39io7m5Zi!R#!_|II`F*
z!QiV!Q-`@3d~<sC#vr|Bahoh3iPUkJ9DcuUK$aziD_EJG@`oh9aF`NbcrEGI(A1?K
z{`@HiL@<fhaGjjfblyY$GB0(sS#@KIv|2IkCUr;(0k7F_yk@^dAQpWtA#j*a?6&+b
z6Ex^B`yGcl%_Du4e9y}mc9`TCOe>E*a;|R(yXB&zqkCpD!5>uuhp{w(!&nfs_sXSH
zM=J{qQ|*hI3hykRIm35Ujj=@Il=TRYUVkW<l^_uZXZohA=@NpFG$pFVv7Hrvs70E`
z!(A&~e{}Zgoz#*Tc2qN&tEb-mf3pkKl`-hm(b^6^ddjtxsLe5)Ohwbw_881V(K-+=
zb}~f+4Z|v-T}DV&Xcr5Dc9}5OHzQGk8&kr=o2_4)=WDG$p6e@7ha{Kvk58_!S|RUw
zU#EJ?k5ZpBSQK9kkX7qdk5^QX@Zrt_kH~p1P^VgYr5m$HH1%rFd4WvTRAMkn<wyuz
zBFh_bY#1<)DH<?fDsxA?Es5d9816n}VlX3JwTwHJTF_3G4rnI}f_A!oZ>WQ<Y;@st
zo|J{>s5T+&Y;i=_Yvi>J{m=qmomwwhVLGtZG4xuAfuZk_5E%MSmkI7;iUti$++pZv
zV|X!!4ZS}Gv(Ht_!BeRPhPHHop)E+%&=z<WukpT<V!*~04Qy;d_EwCm@VHD|`Fv=$
zI=zwGm(v;<Urv)4n7F%yz{Fh|*}mM9DH=2}afgXV#PDJan>Y}Ine3`1bSkyL#Fh>)
zu?2yNmoB9lmj#B2mr5~UVv7bQwjglh<VLm|-|$L^K6QJkFHdcj{NT&CIflMXVqoY;
zB?N}v;WEMFOwpjBi8~DaY78&Nu%X|N!Mqc#C2wJ6&&*S)WM|`<nF*2;%xvj|uV$?L
zU!bG1z|oL#T4Ujau(d@9TU!v=T1Rb-D^NXY@xoW2vT4S^Pc^ioDg0IA$`Zr^*5u+3
z{9c!!Klqc6KB_AdD@e%SzS@`R9oty%Ia!yZDx_R|3?yx|fM9t?>qA{NVqm7XoR0C2
zuPIhokl_h?%73Y~zIJ-w6~5+;2&`wd_N5OROB})v9rABGZ5Lf`_AtxM5u!qK3T*nC
zsT<TB3C3aDXvrc|a+V~)Lx-102-c`e2tsSrn%_0Ofu5}^uAkb;do?{vcgwU9YOSPB
zo;2wqJ>Z6^?Tmim{2nhj)wPlkkGMr;ao*OyQXhH9SMFUxUj}%}H&mo19Q*~61vi?q
zq^IV_{%o4GM#TIlZW@~J-9+End}(Iaj7`i5yQ+Kn7dB{VGqG%0aEQv_6etpaODM-l
zZ_nuN*ZHoD;{-omM^5l|W4-pu={f3MDH|?gyeS}#6nf_xUzYb^JwDJO+Wc=**>Lmo
z@A{hG`5M3>QI%e`)^~&YPC{HQ?>wG=RFa_On>7&~3@zW7Ad!~O(&yaZ>)>tEL?6rv
z7V2TwPH&^KWDz`ZIboeIBTn<Tm4qx%YP9*C=lIi!@zuUEPh*|?ly8`5eh2T7EYSRx
z3f%m9VR?B%icl<U_+B^q3cOvLnAY#gjL`a({0psL*`&VKAAXbXYP<FE6^o<|)cR*N
z(LFX$#_b#_8d`s@fP{tEw}D!}mMV&g0C_tpId^gKhDhRGANz!&fR{jFH@KV_*5?M!
zmjTWcb($!!?`Gc!wOWE*zTiBlzfzLG7qo=H7d8;Y?F;uxUwB9sX~-AumxL}~aNg;^
z+wp}BZeMWl>m>{Lf~7(@6r@U%gqxw)ZR87ob9~`%%m}`4n18_+4%hDso8tSz?c@tT
zkuTg%zHnTM24DC=K*B=oyPbUDXnnq*_k43}<K{R|$3ueS480@H(5h+u&ft79;D4f0
z#~JP*XGo=zkqsV~GdM5mCrJ`GLuUzrGZYZS?F=PNMPL{#i!|g610<o#8Jvgu`x0Xc
z4BmpK?t#G}$df$a4VDfOZ;&<#H$<<$kT;BLY9hlpW(03o$iLtX3!By(8SaeZ4Fh%Z
z24B0zS5bM&lHS-Rwa^SE*GL)R7Jn9yur&MbBDYvcHO31OnF+BGVpKFjY$ks7MF{8H
z0e=!zI!<x7Z=t$Vf?ZDGys*DjlE5i;NeG<cF@gxEcy`;gQJ$Cdp54A-YM&&AJFMK}
zON%p3ydnu{=3SsHNLkBK-F5Aq)6&&{Bq5G^y-RNLfUl>1{eEBS|0m~#p_+7cydKVF
zf5epY3US0;@jOlJTQ?K^PKet>FT7=X?jLdH+bUwfbiP>dqSG%Pi|H2*!A?sPo-kR>
z80i<%EyAAI^%3e9WKztR-epGU7v-!6`bBxO`ufF??Q!~rzi|x})vf<}BYl@)hp(BM
zDlNhtA}b^yju<o*!!})oUNy{<>YYq=#_JjRm^yKo)YEqQRMA4>R9{zczMJ3|m6@*a
zkDa~?)Dj7Hbp_|k0vAXUbcJgq1YO}ug1EYZ_ts{5?{42vwOLX()E72MLi7a-6736*
zOF}r;L(LlO3l^VxIHNDTS`X)VeZgXizF<KhF8acedYIPR7c4%mzA(vzS4|4@7;$AY
z_ZZ<2thOrUzF@UuxG!W$zle3h(}!hx$+p}n(jQ`u=oD$q!<`~c7yp}@ICc#&;A!_7
zf<B$JM0Mwq;qw+46}kvWxG(PhJB<nj&Exn!FC7y`iFqTh9<~1&Uwbisc0Lf%NpLnE
z|LilqGu225c6q$>nT2vm0*|ke5O{o$Aa0L8r@8U?1(LcUk3Uxu!Y?gI)Z_mw3E}aV
zHE+=4Ek5;dhR1KJhjToSx0u4?ElAYkch<wSUXQo<u*auFmrKqUEY8x&-}=l|pkQ;i
z(>pXit6p|`t0~#(b&_{!LW-aZJ6)@P&;USIg|A=61n~8b`4<L&kL&aGyqDtmdVhWX
z9n+MadB?P3^_!>;hYz!k3y7=Ng-q!GzCQQYS+9u9i5~ol<@?TeGkz5Ojql&{3LU6R
zZy~y$%lDmcNTf&-_<k1&f$w)Bi1GchSAB!M16r7gF#Kt#q=xVR{(yVtQ@nXxT7slw
zQ4*ppK2=}-oA1h8R1qE#oex#y%VL=NS^|f|TB<ZaxP{xlPAxpXg&E?<Gb6O{1^f#w
zd_fBg@mVsQapCA8tMGRoE|Ox9O-jXg9%TB=)wVO7?>rovQ?t8q^g9n%ySa&PC0x-$
zFKRL+eb?`EY8HCbMoGz56SJh5W@MlOluk--^eio;=xYxJW1gaP-YoNd2XWTJ`MyKc
z=uUB4dh7cR6At;_jC|i=yOe}2AY^{fk$KO*e7AViGm_FJv-432Dgc>VpTq|l3dXdg
z;{&H4vs1hQnV<T{jJqSBV0cqX;*$CQ9GQQ8X-034`dCuBWOly$Km}Ol#!u5mFTTN0
zTK5F~JO!y81~F2b&n_hO=-*8L`mXOfI|+ju*g0QLZLW9!$CsqP=uTf&Xw_15XC6&e
zO9`PbE9~($X{pzDtDVfpu(R|tpZJ=2DFgfN2fjjYeoKAy6JNIORy3q#Q70;B&mgmy
zl{}KzO!CHc>yy3Dy-anJU>uk{`TF#^-o7pMs?U5~REb3Mfl1xV>+h}i2O71EJuX?+
zQXdQW&q&PYLQXohv7Y$y^x58SggP*NyehQ#>2YPLQZDqjtd@H3ktvlKXEG_e_-y`#
zE<U?uoLM|>SRekk@5Tm99#ogfnqlorBm~yJupVpYwp`*&TGqqror^Y5S=->(GB;`P
zC6ayA;I~R})ZlkI2ESXPaYA*QF82D1>oNIu$K>m|m~HY~9g}agII_v5WH9-)j>!)&
zDNKHlf5GGj>oxiB7Y|R^cwkyH{o#Lo%Wd0Z+u^{0Y0dS$U;3t~|4I?q_KBYg2<7Jg
z=lefhdUViy<w>A=!!t}i!t6O=)GzIrn&~~>lAc+fR;k*?P^IhjZOBMrs$)~8RHa&V
z@QC+wOI`eeA7_>?q_dScq%4WdA>|`(C&<7dWqed&7*~u$*XRW9ei^#p`T>R6KeINn
z?f)axGXwa#f6^0c>)xH-T_62=++;OLYJiu~UmM(iB%chuRF{6~qpxy(=Sx)MB^7Ri
z&XEuv&70362<xVcJNi56Jwt}<QY$18w&gBOF#DgEN(^o!-XtNsE$3OsrW~TTdQy93
z-OO0AB{!P?FE>iO#2LGi7H4diSrFWRw;(jukMmq&nvL(jdzR?+>HeaPA5Qy|dest&
z4<o$fDDaZRU|;bg34sFdGt;4-`}Bb}{+?M!7~h}@#2YGDyrF^xp=o%kuKm?FMp<C!
z@j_G&?~(+4q{WOf&jo<t^7||TT~uA>nW1;&`KPG@MIwcr9F3SqkZ>c?o!}Ew&sPH^
z5iTV5wID1_>BrNCDGSWfczY|ey3A9k);oiYH_$&@(WiS{^-dS{4$&*`7&}xgkwjRl
z+(-8DOe<HT*^*Y{FH-v0TT{!t3!Dn4M=M<aez45;-^k=nb`FFe>X$oj3Kn>&qFEmV
zJ7?U-6(J1W$HE{C-KXM2e%kMvrx#A_-&(J3?7ucn2+Ep#ZgXAJ#J^1Km1-gUKO-UZ
zX_pFpxGUW^N^0i6S-mZBxJmIZrHi}!E4&AkPCi(jp=)0mJXRfzA^R#ycI>L^biHuP
zn4zk9qOd!HT4UX-yMH{GaXib7A;^jlAe2d2VY2;Hj}yu&^=#$u5{_q*(!{eTm1_zi
z;@K#!81ZakqKRh<68&dn?`OSaJo}qe6qn$?N%UW>f>Lgr9N*f?f03FY!MyeD4JPV?
zAJV}`s{jtfulblR!6zm8>C%`ig<!W_Lb#u_SVj=)C#3z}eg3oc;e!L0s#_!#j{R-W
zRek(fYJ)`Jt=xwt1ZNN)NYqDWO+7DbJ7YwYn8^PR`}(mdzBEsw2@)1l1PKd5agM$v
zl;$t7Ye%<SpJ>ieT%V{H{Y;tPJ?Z}2)hCuneAM-bk^YE8AkzIJA&~wjlAg~KK1b$l
z<L{C68&lM$1rAalan!K5Lk$a(msW9>vLMjlL!rUenx|B8E2=LX$S~0KXk`YP9uk9r
zW|V{=P7l|s{!L@{o(}U`k#(WK7$#~^0jdDO+NuBwSP%s3%B*P<lm%YZv66DL|MvIS
zy~;f;z2TO)qwd_GT5bu*gU(V%nWYkgrdTf_M><jLh*9OHKU9U-LluiXRIwq)$)%FE
zw98Z$m>a}%k*y4mJKpQamYiE$M$SQlj`!k3y)(~0RlO-?MsGSq5YwAx_4fDGc&q(O
zNrhqOGYb;A2XBEP41EHcEsJlP9BO4oyo)yu^v_W#t%aYU>ed8tI&z2FWva6z;6cap
zoL)D`KU~@U@T^g3^wJZCoZQxW{fJrR^xv?O7;&s1LQ<J4@G^Xb!zV@@>Nps2p5u;#
z5oZcZf)Qs*>-Zzi9KGYO!xfJ>?X>FRKR3>>^K=*gnd(BR6DGaq3kcl<xxR874>{kd
zYXsapy7K4NX0-Ve{vAk9X!bf?8WBpYB4lI?xW0$KAUp=hddwJ5N7k~Ikzx$k&b4C<
z*wvcHfHr#WH-o!muVSzq1J09D;*s3l5<(}RMyZ!1gd%?hwGRTnP0DZN9$3~NH=!=o
zTYLDM>jlOBMD=%B97DjT5<-sArP<9M^R<(mZ+Fjc@gG8y8<8c*gKt&8N@~QTpIV!E
z^pnJ(3%5=p{UWi8&uyzDGZrK>Mg*Z<TsAxwAc_)K^jwQ8daebDyp?M~5lO!%yKpD{
zkK@0GTboWgR!W7QGKwG(75nO5CH^`!LsFrWPO%`|Nn7{#cUKm8{iq3@^!)z*UTUGF
z#@RHBkb-BLzT-fnB)dEW4<#AFN0G5Ox{%<QTWZM?f^Q&*5qvLq@rNV<=9L9Wdi@}O
zxr(*#eMzR1-|bYkAzB%Fx#cI^%k`c`qY{!u8=DTI7d`Fo=%sql$qQHlbn=h*7drVz
zNpU(kIQF{y{Dc&7zZ4wlk~!YnolBW6ythj~9G+iAczzYbv+b|k4YQjR)|LE9Uun<_
z@^$Sn|Hd?ADjgpL|E`3_OBeLRdFi6-ul&-*+gWvdGjx`D;G&MNh0$+*)uN8>Ug%Zj
z{?wU2umu0(KlgF|i!z9()$QkBl$SfL?nnN`*{<m86<pvN5MK?#t3f0luK+V#@MpR4
zctr_afQ>v}G4rB1ShJp^2V7j*YK43X051-VWc%S7FlRBLK^^A?AwTkMEd6P9<$MMT
z#}E(lFPufI<r5(|mvoeW;Z({>-q^)Kgvq>{g&o)e&Xr>uYQ^{b6S;Zlenmw02gAD8
z{U85o!mD%S+Aic@$O9eWUq}W#$#Y#yqwCnAIG9FXYiOF>gkEbfZBf_U{0EIu*D{$z
zLUZT^WwpH$Q9CN8I{7h%U~_J6N+GY+J4gDDsoqrD1fcH8deL2eJi*X1u}FZaVUK6$
z>%%R4gZ0Wy{*+x8jrMyzN|NYfTLN?R=VSa2*kI2`!T$QqvHly?9Kld0KkFZ=&XW+T
z*?Ea!PO>iU5~xtM61`_}jbHCb2qo)<SNQ!pcf5bJS|thgejln$lSR<$S0>YusI{Fk
zwReJ_R*AB}qKZ(Z_a>@~ms2++Ypjzd9iG%mZ@zO`lBQps)b^MH4@L__*IzHikUbwI
z1K(aZ%^#{hl4RR@o>}E_Q4OmitNbLXAmn#~j1x+6wB!-^!A7e|+ny);<=Uo8?htJ6
zotmtxh6XMjM<mWDTaZG(_`l(c?)=-%C6e{*v3EKH5Gcr3^8Vs4(tGYs8K$~0t1$S;
z>(kroJ#U=R-P<QcCkOlms;@+s1^lzT#VOiTP(4t;?I}t24ogA0RzV<)Z>ve+p#PBW
zHpQRl?Lz1S(}%RLt70~CCeTUp<?Ri<CgguyRZH-}L;i89Rzemf%^K&ePSM|1`_Hgx
zkDQz_S|43jGs$+e=FY8KtGcS9pmRHQg~j|X|F{;H5rjsZmC3w1d_~<R3CdCf<GdS5
zeZJDNQDSz^_m}9c?@u~IZI|Fh$Nb~G52ctX!A{1ADS>6OgY*2U%o<Yyi}m_*{hjT~
z2$HIU=T)|~!LZi9tm?^HE*e#nZ$tL3t{LaODaEWR*QJ<M<u^0^tJQJI3abC$sQ!b6
z`619>PdLAFh-#H8Jc(8JB<Q@gv^v8Zk}sr~<yjI_HE0H^24=9Tff?M8RQ=_`%3jI>
z!wkJGQP>PN4V%G&zzqL$nPK+@l}q(AtNks#)MH=)U#e+*pX5)CKU1A2AyEFDILa^h
zBjr6lUAD%bsjLd1yBm_KFJ4laV-v1g=cn$wq;iZ}C&ein7Z_&~9%KVp9N7S#N*1}?
z8+L=>#g%8N$1P6W19mz_*eNkE!apShMtCWX5%w`vLmuGSX^dc103)~|srt92mEDvD
zh9-~Ln!I|R|19N66aI<jJmF|^Ldp$IG9)d!acY{$lZ5^Fbf#!fixWl*i~0JFGYb=B
zZRpITM6&+6`Q1uif4;w!vPwW5dj8C57%b1%QeWbk|78?fcmlmNMOS&N%aj%6FsScb
z<X>)sF{rEMmAQ=<kp|lH@{O6{1Dh90rFl%wI$uB#7cb$ik2v1S98#!D!x^34h-SFn
zfl&%iJhvL{n>laEdFS;!@BG=b&Z~B|znF4Ov(Y|Xd~{NqqN}L}d*BjPnC<NIgb-%n
z>ao~gq1H+;di~83f}vt<nprwpv@}$VYF`(vCdpKDtt?GL!~*rGgwPykT#Fq9q0!+I
z3WTAWEWLHx%w~G)MgC6S=gACZ!6LozyGfbqWmzuy_>_@)<$$)mG(Kp$=B=uB_GrnW
zU%e=cc&dV<Q={@ZL)c!@g&TcGnmPIsL-4TV0e`SmqN&8VRB6kwDyx?I3%qZpnL`n8
zG7~Ite&b(Q;QU6)@ja35JcGbJkxn$O^PF+RGRojuUI+K8y_6<w>FGoro>;IqsbmQ`
ze4GDSeR7$<g-%*dqfK{-!_28L-AwNa(s{!!LmzG$ppDaeDc+BWp)GaM?s$0_y<wh7
zw9{f}DWi^QBk@IETuKF#<P*UQ{s;71Tm7wc<tiF%2b}DeZcC4OnM&t**@bN|6RX4K
z-k-QSBtouD*FFE_FU!tnh@APfk`nPeY}dNAl{6#2QNq`6tQoD7uJG?yH%RcTZNW>`
zy%NH1+59eokXz>KS-bq5HeQxCT(2vuyjVRa2@&v~O*iA$vl4Uge*aLtBcDd_w<H)*
z?_cR=^70O2M6|n>{~w<3u?Kse)$8x2fy?5InC*t7>XTQ~l*R&M_<cIv%tD?_*L$z=
zFKU!e_hM#!6>6_qXHaEfPl6r^8Agu;i6K2MRrwME6>>B5s!mgedZ<-%ruEEZe0_>k
z>FH^@^g&X?VhlChkW{@cJ&<J+B33uoxew7GN?IU8zu=b2IyFT~1r36Z20@8|1`8wv
z8k`%^0157e4XJ>(2pT0U-cZ7V9Ludu)49LUE{6rCNyK<{qZ9)32a5*t2MYq#eG%0$
zOg)}%BGz5xL_ADwOE(Fs7bSBz@N)zSJ8(a}a&u*W^`<1Eh&VzYSfAR|dnm*3e2!kJ
za(E(l^qnLJ&!ZO4+^3UU={-05i&gVB!kZ{MkMe#+az5bep(kvsOi{6(O<9Y*G>gSo
z);#!)4cVhn36M~-Ix2##?CIgif|M~;h-}hV+=~!w2eD8Hwu9Q#7i<e}jT>ygztz83
z`K3|_wv__1i-PS0k2+U?G{;!aS**@@@9Z}25W6~tbcId2r&(a2+7v^jZK~2il>^nI
zF;v?lR2+d*q^PjdnYtG(i8%o0nb<2SG-7W>8^qph5qsa^dJub$&@W6ex(%%ylzk?{
zWdxoe1)>PNNqr$9;n@3>-n_}5<cz+bN(zMG-z5Yd_bWlji_g@1_W92-A-L`7RJROW
z6o!txMqMslBBBwvrv#((cRSrg;9iUofs1vtBCt38bhB=<Sfks!Ax;RkzzD%9r<)Mm
z`gB(ao+stv0OmQ<=y9e*Abu^A5U6l5slZ!|!%sI$z{~znl`|bxEbdUn4ROM-1%@g!
zqpBbdZ{Afo(L4R0dgXgnIcler5$Zf_)OlDU&@3zeP6OkM5)7T5bLsTbAL{h5qmxwy
zbaF#d_3nzw&dLHqrw5`sdD;aoX?*`b=_^g1E&govn-mZV(PQcCXFp3sRH3A{!Y`pv
zVq3eBQkbGXe=E+eP4hVVST#T&3$pEN`cg{Hvy~leQJ~KcMjzhbd54BfMgGAv++W+6
z*#2`HGhPHNVR;@tnIPQL+VGxDUwv*41*3VADmq}yZflrMCjEH8Af^~FR!eg3zAaWt
zrv3D#d4Vg{Es_d@1v@bh7F(Y5_fxT*a6?<O?Xcddc4f3$j1pEH!6+f4QCKUC5>yjL
ziQ(LY7$sh1X)sE>+BVK80d_LY2X>UoVs?#QNNHmB8|a6_@9hY`w`2GfQC5|w_^bZz
z|7)DI@Ws#guUE$`>u_55xP*{ZowV?=wnz&nel5^V^!nxV@j!3ONY1WOZ%zy}*RQ`y
zyLqM4DpU3QyD8DvsvQX&4x&7`rCEH~6B64wx#9=+_|H)VvH%9UT)piJ8tAgx#Z46t
zj-l@#p^s*Y{V`OP5h|=C;z(t3yGbM+a=VhkjANg-HMw0PaR#qd{EPn^&h7GVdx=ci
z+9TS3g<VB%_e!P<8!npLUDwX!c5jqu&h2`xXNAl;QIp@joeW0DaTSEZd_Soj=Xcxd
zvu@4p%ZF~-#c8}&-Ycmb62FhQMO`f`jV68{mtd^spOFx(<{xio62BHL62I-QYd{!f
zRT)kGzAr1NnmM(iIRW5HCinZ3#ADL_T|2Yv_)cP?xnGqj%#EPhB9jO2`I(FmvDC6A
zQoqC*IZumo)xSc839>4RuBrNs{r((f(Qz#G95qdc&j5YhPULY%NU1P1l<Gy_)6h_A
zAtGtq8VQCL!A!k(_SB)COf!5>{X=a^GmSP@4Hz2S5GR9cfzkTQEh#vIYtwK7(}G|?
z8Ioz{FJS|423P$>vVs9N8v|^X2&DaXNeFa*%+~!WCTOrFH#@pp%%Qs*;$(0wa5RJa
zo)iTuFpCf?Fbe_$Y>FBH2T1=5ufTfcopu-iJ#QLENow9R+3pz#_v7F5|Jepd6NUv@
zu7qJH0z~2q0&@oeL1%h{Lf`m9mu7miv&>~a_&ySa6iNDi;P2pF)lS!Z;Lj@>L}l$b
zM}?g@=X~-oN3a*Ez)}f@`;3tg1dq}zlM1wGO)4;2jq@Vx5Lp_jz<Cma*}`msP_TG|
zLV}$NyoeNyqyjIM<>I9RV?u$tL>A#xU`kZJRwn(nSkG!2z(qLE?3<4T2IoSMu&o@T
zTFD3LKuay2ETl<$Mw)BI8<%!yRCi65xd(R*v%&0RJO9G$W4kW%28N1!;A#r@JXsj_
zv4340?@9f{zeK$(<-rp51p#^DQ~yMd`ba=D@3OL@<GpWXx!0#ZNkWY9-`S+m3}EYQ
z5<5HyBD0u~jSQgYEwWv)uKZ7jyi_R)4Dn``Ndi97GLWLzeM4!=qLck{l%z8Q`0gw$
zL^CjCn<QXgt`Q5-A^MJlKpUODwz4SuO%_=$L-$G@L?Upc6c~%qVbiKc>BE-=&eAKt
z@pn??l3-TfGcQY!0C;DJAmkLJ1rE6)9k@hNVLV%uZN{@j5))mFUMs<fhF4{q#poKw
zh%h*W{~w+nU_c|*7|<-%2!n2jvlz9&h-C}1O)x(<+qD>dPRa#Eo^=#?R${OkeN#f9
z!y(dvSEF09&2aWMQ#7axao;;LlxbNRs#w(##9545V5stRRF!B_FtI&V9Cl2MOD*)V
zc9c_WAra6bPePzY`}VdL`ApHE7A@MF7O}WP4GR*@3R+-f1xHFTFeX_v7?UgrlyBM|
z?dUmIZ_B5>;=}vXT6)hW<I_^l6Ed)*lLYf;o8{gmvKDyr5`q|S#&Qq&!D}Q{bh&qB
zd$ZhILiXY19x=so?;c4Grgz#*qY1*NB`MZ?>?)B2VXUw3YH!wjk2!VUY3la)S-En%
zyJC$ddwy6mUZZ)o=tTvA!i+8Kl8CwAuq=qV-%#_}n=s*^`>i(+FX%qsC~%2tmLq%&
zLAQ~BZ2Z*!oZizi&_Zvyr}9eGUZ6~Vu$^Ati{fuajywMLiy`f8lOjJjF@|cKO@;j6
zycnu8BUD&dNs(c$^qfd=?r0K(lElR2-`hKzGgw(+b7l=!gt)vRM{iCDjLc4Fh>Xdn
zNm-B@yj?<Kqj6Hie$AXr;jOX&GKD)O1itqOLCB#=k4SjdLwg3I2Mu1%F_HOYSu`4%
zk4P}b1J8$SGP=C>Q`+FH|1eg>f(`tCD>@T<L}!aVVu2gtL}v@kz1s7lsSxXp=SUB0
z$EIyA)hI)oH$B%VlrAxdZ9OCev8`*aiETfU5!TG?naKnVszc17j>R16xFJr2w!jEd
zDY<5_Ays12g>$5c7;tJGb!sIB?Sp*bB@zssmPB>JCeE^klq$PwTAIhv$*KW5xgk!v
z&;pZA6~qB=^pZ-hY~gk(9`t!IS67Xll9eD4QFWe|V5qalrOt~Dse=gt)qpm7Q1XI4
z79^T3w7_Vi`=SbAakCpPh{eq#IVRjcm}AC}=6S*a(dC*D#B{l6%CN1ZijE-}d1ef0
zk{4l$F{Ga)2h%>1sgp9SkW?5x$d98b!`RL^I?oIrBb;jcM5{&0&<ZFRKV*~&YlV~{
z)r6GckKE%ifLzYfU;w#1FU|l0b~1Yec8Tpw$}lg}Ng2`)hu?J(e%HnDGbzI*y7Jx@
ziTdOh1H0+kS6gQ4r?v(v4eY(n)6?VR63^cjNHzqwcMg25?y?NXS;dDWgbeRw74OP3
zS;egaO~+j)O?71zCu}SaB$*0&{-?4z-Gm4fnE$TpN{QpWqPWH?)?&zBvnS6<FZMhh
z{6M`W3t&ZYC{OSGZu)o+wItuzYkhA(>67;adaG|^NWZj5H}<4;RI?7!S@~#dqYhzy
zeDq=Cop}RQP7G0|MWjDG5p1bnI}z-qN@7U+L`WguGrtFCs!1_a74(IK;y_<DU1Eyg
ztDdBs3lpcER!21Jy`gknTQ##%ohu2G`v%VP61wbgO@(*AV~Lf00wHyUB!j(HIyK!W
zF;r8fmoUVCh}tSKU`-f{^~s8=De5Un2G)-|tY4BCuqF&xzacSTO&E*yjEPles&6D2
zSpU~y{hP#qHDT6&RFk1g8)tM>E%QZlf<K|d{CB=EtBpSTZsly1FUi0^C*Rn=SYp7R
zFj4-)BpUn)9p;Y-Qyl*_iRkCakCBL$6lT7(DbFOLiNu*C&F6afzu`nQ|F#n})GzG$
z(;W;55B$8Q)vXdkH>nGx$Vf!LniyKy_%Z_P^<4w)_13%SNbTj43i;?|dhZ1^tKp|2
zOg{SReDgd6WW$t(RXXrQ@6&aq4vy8?<$=$<7Z4GW&$lr{IlVhy)Ua#T@WA(;tZf3s
z!7uvK%a9EEP(+|u-7hFKiRFAhXaC56^ZlH)@xG-6zTt0a$x8J4-GNd1wfW9$kIrU#
zx8-Zkrt0>}BFp<UFiP#W>UL<)KUzJ(re&7uNIcp-w^t8|p`}lG@#nL?i(6o9Am1(k
zL7EhZhUKMSBNBFFZ{Ha<EeYa$IjfDk0BgDG1!`tXOC&s_U(V_huhfC>tNX<%g%4*9
zidUe=gur6E0CovlpIhkKvam;nR!aJZKDagXq}N}dj~uTa<XLMzqvhl3;8D(JwA>}q
zH9n&?ufAf=XSA$h<cR6JmQ)3XdDJCR9oPon(ON0NY<=$~1v)n`RACoD>hnfPi_|C4
zuJQ-kWlQF6SC=1*x=V71I{el$UtvLi=OZj}eI6B%&(8`3va=eh&3y6Y$$0gMFTNBE
zIF-sq1Owx3Gc3AnT6;aI^`OCOpR8f;r0K9*C=|HPF2HHvoVsY+I%#0pNc4Da$8OW~
z_Ugd>wwD|^w`PE@ZCuh!@4t`+V9b5aUw&)LjTOU&tK(Mvd<OCd2}xcsYrH<Zyriv8
zS`rL+j}~Cb+K7U#eq?^IZIoFvtXf-j)W`0i-E`D3Y|G%(qU4V5h}?`IR>=FGtgxy>
zbx&P6@}dmAZd%|>mBGZ}Xl?cfJ5TJZkA6I}d*fWf>AgSq>!><NDum_sde#anEO#f#
zc$=^llR9Bpmwh_3)|){XezYf5GC7z&r7TqnhFNE`j^@#x2~3K~>qP#A$?L?9?#b)<
zH0E`xo~wJEJ19Z#uMON`Hw$(xcFYQ#ug;P+^YkupwtzIz$!#ao9oowRf7VAA-`Gqa
z?iE_BE*BIg6S9m|9`C)VBWFS?)y5ct8zTf5f~`7u3b~}C$ysciN0!5ZQb}UQ;29mA
zoCOA9<ShQq6`}QCkgfm9JJY*nFJYV<-fE>(7=15)bl@7bPlA!c$a!oM63ULw3!6?(
zRIf-X<SmX!2(NdVe@GD4MIXF{;yfOT`ArgGE%|dtv(*1tV)h0@L-o<Rb{$nxCz3ks
zbjV#K>SJpI&TBC#j1`Oh7nn)dqj2nmJb}M|WpT$k(t;FUTU%k%AZzi1Uau(!iJSZX
z>u8qxUoQwORb!-7P-8?V^ED%hz$W1|34sDNtiVuj$4(}rJfk5Uuox!ZP-28+1tlzq
zXIN;mvLH~RjH@fwNWG8}SPOs4ij{jmr2lf-^SzE{9lT9efF|5bkZ=?B)3wP}v(*zW
zqB31u=V_t-D#0Wi-3MM0=wpK+&vwXzb@=8^k@~S@{y_3T{qI`!m!?&XRR5DiSTU0&
z@m!46`fNGRH%50H#{4o`@4L}@v1YcM8H-%mH;e_yMEqh5)rB>4N0tI%r(<XOg|O4H
zbDXe)ovy!MF({cH2dZkSA6^zW_FR8y;0866IfZ>4v1g!wG|@)}7YwiuQHU8y>n(q2
zt#_1^U8Mq|5W<nSs<S!7KB2RCN@jix**Q@%Ed214%%5Y(Rz=AW-R_8?xYba2Cg{97
z1A{i+mC`2F(u7@VJkjvE`6vDqC@~REk|4r)`s%VL1B=^WSz$KIp69v{;9l)4hPO#S
zPVbjJo^dk3l}N!5;O6I5U8)XAFwdGc{+V*$?@1^oO@}(0Jz$F-Q^V2+^6H-&q9Klc
zI#j6xk|ko~FA`GqWOYSz0vKZ;wR?1G|BF<5p>P8Pm*hedBa<bDV&rVqRYH(!>s)9y
z-MTYIgvM97>Tqa8SRt+mD;8IT6*nYR@7Oo5ud=|%v9&5RNyCIfU7T9`ygE~g1JP$V
zqR)^R1jdUc1fnk{(Rr_JSfPoGOaD*>;tmxo?oh#k98@!D9(3i9@yY^2g{e^$j=UcH
zi+V(g1r;7}RCqvQq9fGv5)3`|xb%4O5A~obpodij^l(E`H@2(orz|McxHqcC!FIKO
zQNKv3pvI4m8b3<Rv8)-j30;K0L4kxWc0(jFMT5RX%%OnA917Twf7VP;76ih77Zn~?
z0h*Ho@P6M<96yTn%F8+?d%y2&#wed9EuX}!B#7xl$kpOenX_F~&LA~Mg7@AU=&x)D
zUvHh&#pH7<$p}0+QpFgYZjfbpaB8t8QZe3}xJwdXU?NAxdlRvJZ)+Em#l6F+Y>lbR
z^S#j+$8D_efl)~Yw6M+?m8c?&O2fEqF)F>q!eCT-t4o|w3G8J01?=`viuA$S@fja;
zVX*lm!se40Hbu$1XmA_odL4kL(z_@}o8VEuTL$6OY}2m9I6T6U4V~2N?_Er4_7_p0
zzSJzO)v|}R(<6`En4_ouOwWAXa95za%9M<em9==Wf3%~|+u(r!WMzwG0p!zqbTxxy
zm#*%#?ARFEkv1*zva@2SrbnqFiP@zwR7-3sk(pf|L%TLg8%@pLA47I`SCbmtB{4`1
z5+<6EeNm#38YDDQgJB!2<b>>pk_@JL*Wv$_#DG6xkTv~9V!)a(7HcGAQ@crj;9Pd=
zZbtMxi2-ZEfOV0?fHh$()=0>Xkz|m1gu^;0F<?!YaKf}xg2aM7VZ-dB`Pk)>4D6RW
z?5~p;uqRBIeMfbxM1wz}!~C%rjN`c`ADc}cjC`!5Fl)gdx|n<{kvQ|Cm$)AOZ#W;z
zzwLZ1^$2^y^pog+dfWQYDz#5ai#7j_85P4Cz1fX29Lvi(sJA7aSNq<7brTOh{JWb;
zz(N>IK3Iq3+KM9Gy*%)YPAU(y;{M!BSB@Xt)Vq(!k&6AE*~+QhE217J75l3IarBB!
z#Ww0rT*A=?nW?QMbGvkUk`tK|Ga8*%7dI^hzTs4?tOTi8m0>aE<l3*KG3R3~TBJb>
z<Iy4?YtbSfJ1`zC^097OCm%aLZUN56S_L4;3^#2fqCq~^qK)Qb7rG0umdM9i1zh>q
zKgBDBd~9qf<YPC)D}a2gRiJ@<EQSN)K1w=?$;Uq2-O9&4#MQ}sth<DhkKJ8gF()5u
z6~k-m*Zwn*=TQfxI?;UWI}(hg#lh|-A8QprKK4sVi+n86A|ESh-Tp4~u_q*lXg+pJ
zi#cs|ud4KBdfgL~n{;}V6Mgk}0#p{x%{ElC$;~G9aQCzW%cte*g}Wv<?ex;A)ihu~
z4K=bR4SVEE&S85DJrFq0rsbS$`?_fRIyqUZq0CwS4U_sLSUfpXHIyJcMbK4kf?4|L
z_>>8H>i-4)uBJ&!%%ZD%n59^?#N;)tnW+{@2&T~sdYGlyg^Ur?XBiDOmSV(}J~NuG
zhn>}~le$(i$~$*Ph2DEKP^1rZ$u3ZvBo39_(nBZrs~+kh4*VeJ9j91ViF#DB3Rg2-
zy&%D;VXs}oKTf3vECwtaVKLx_r0S%10s&=#7rhgxRi9f@@PU4d24@E?2-XpS9%eZ@
zxraXXZr~P`*i*VCzeducr)j<x5`*Pv2MK}RIXx}Q7BE4Btw_xAvDkqztQf-|i>-*k
zjIk@3a4MC+xRwSmt{al7@quX@%)5!t{u<p)R2JHt$&^CEu1$MNyY|wLEbyJJHb^q`
zjdhN3*GUYFd%uLhxcAt4Kga|P8kd;ExO-z*F@}x%e=(T-b|wEhl}cb-O9L3!4RMTX
zficwnD5c<FuPho^*n+^qYoiv%fiiqmI<v^_zHN&1!A8@w5+ni!E|QQVU(TxV6j{z&
z%=iZF%d9)pl&H~?6E~Hojm~QkoUW?f2rmUC8G5FiN*yq78_5dhwIDcDylkm2OIcu;
z_cB=&=Cx>GUJC;ArWHjTc-AYSrQWTLblEq79JS5j#sT7vA`>9)kQkWwaS4GB|JBxi
z7ZWsSV`2^)zvgD;xx?7_LpQ?vo?XY`Q>g<swiJMk-H=qhX9azb&j$0+0B<kpckIFz
z4Qy;dVB_1OHiirDUtP6ab+%Zsf%AJA1Ls?q9|B9%U<rYN2lNU%Sn>6No|%kq(7wbQ
z_VvebVhqQKxiOeCBXuM{H|5mofPF3bVP7{SRTq`i<SGk{In6be5InfqG<;jlg22AH
zy&^sg`!2kuYMpvSvO*Akz_ITG5(5W*UP55sJrUh8cX*Kr8Z<C5hk@UVVZ|6W@K-UI
zFYHRbIh9IaVM_y8*n-fW9X&{LeN~CFz_8W5E?ec^P_<Fz7fZKhU(6{szL+C1uvLEv
zfvx%$hkX&Y8ps3<+KQONR+TZV7{j)j6@!^!S2FulDuJym4PYxbBvt1&2@X;g7`DnP
zw*Bgz4OLs!EmAc2)dt5_8zd(A+uHs*cVL@*^{@oPU=P^3Z2v=Ds0JA9#TZtMVS~LH
zgE?eZ^7g4z0)ts<9K0%6m>_wR1yl7$ErUaqMF)GWciC&xZB_TE#NKY-YSG)7X-Z7g
zUL7PD_R8sPIamP`H0WSd1MD?0h81JTUV3*?5SIkNe~it4!m03wsai<>@GUnaRZrVe
zRi-R3Y}K@P#J7;xpG2z^ezRdHt&BLgKB$Lziq2Z6VaN1DN^qOKpvM`Fb$_YKYIINU
zCOU8R;2d?Il#H{!sdotomUItw*IUwpS>7$Z&4p5|y>Ov4yQ?0YP2XvM?ar#^-j^uz
zbVo2>Pf8D}qGyPSohgehEIXPzmD@x;`rwF~Ui!D}V5)vCJvc@^CvkiwGdo(mvnjq?
zlHkhdn-YTEg+m0PH7O}zu8iJOp5y(L8a5|5SbZs}X{%wR-m#_aa22z#RG&*imL)YR
zOBW-{$HbG{<Pf#hQ@)`>Scl+%<bkW9miX98koE|R-Mt;%Q97>o4hnWlKh8X`qma{w
zeqm#RE*cD`9u|Ek?iFeT+zZW&+xGNkuF}1-f=P}05f5Eiv_A6j=>E(!oauujoFO1#
zfsSO6BNX+C?+CrZJ}}5TXKCa^;uDBXeXh{W*soaB6mf;AYO(~oyr73EIZ2Y3i^CEE
zFPKdbw-;R0$9Tb|lDZ);xI_}NEGbbhC^E7v);r6C<=)wS+)m)&Yb6Uffh9dVL7KFL
zBQ+gbIG&vEy{3<IJ(#(`4Yu<yxWV@N++bCH@a{Mvpss)(IsQi<eQiOogL+wtg?*nF
z1SBHFgx``gy}M1zr^^sPLg4Yq4m$alTMNv=xo|A_pkuIA(Feq?J_jf^rrRrOG}p|>
zb_$MD|CV5v1N1Q^KawPHfFC6U4)7g8qyuc5*~8oP40CDx@WcH0+!@06;RVt6BYSq4
z+%8U3XfBJmqC#IITH`ZJRQN8&Asm9EQc^gCr41ZHS|-vKCl8h7d)uC29*}IylE5K`
z@h>>UFw)MxyBH1(pLL5H81{9iejPkR=M>J$Rn<~Ac!Xa-B2u(!oRaCCL^bi}vZY7x
zpwL+-^bEEL2LwH!Ck+boiA#NsP-1LWB`PwG&|>S%q3Qw&b~(ZTQ}TRC0!O$~Lf{Ci
z3F3ByjnWY|$s(ub2)D>0E=L$-MBCsv!s;_PGW6_sb7OoB<1~7C-Z4k7<)<0Jr~#2&
zcS^35%;6!Hn(QH2(q!Sbak!M|Rs1#S`yEfYpSi(P_VX`z%KkW>vg=@<V4^2Z+`ucg
zpHf-t72D6HkZ_le1tctz-k(73@{w_uROv1x3I`CqcV#eF4_Qe^LKpT6HjTK>bx&6%
z6`dfC^|{UvW91{FQsX+upRSs$ynTs(cwBS2&M;H*q$~;7$&iKMI;jM)UB`KdwiBJO
zio8D2O_p={4<4e8on92mA};?aGx8PmMIiB{>f(9yjOEs`O*-fUBic3-^9+YFNiu`K
zSh``JA?*~_>GnZ%E^k0z6Ho>)6S&Dt{slLgNm|AaDBA}I?~LOrE1s*$_FhCsymrmZ
zQ<q4w*h8`w3rN^Q9H*r(Obzp-de5gCV*<;Lp~2#aV|?*^RbtUvVpN}F3^(RmB<eDb
zar3ZX8(q4-vYEbNSg@<QQ4+XZWTfG7gCv2A+#?}ykvj?Eb`g5zl^)WaF)GRX1pH*2
zdRmsVTqG~fF!Q9Oc6rBWBidt*cidUOcQ}+=B{O)3r545;X{>O==vi%3^1ZJ(?(qt9
zfqQ(*zu+F<*6SXLBje6M_B5eg>%;%7N^0D+ABB^d>nn3rbNUtOsfZ(u1tcO&&KGB8
zdQTefsAnSL`7GF84;URxi1^B|eO0ZBvWZ=NzB1Mr(<5p$zVhI{s)?$D1iL(>!j#OB
zB=C@a5&{qDLy-DCWK=(nB;!<tEcb^VGDcFnJY<3qZA3pa5uuOvxt1pmK`+Szj$vto
zVMbae+!juc9czY}nto=6TEpDnAS?J69At$qT^4tta`A-VQ*pw_;)%gR@5X+5^Tc3x
zb&C`aj<G>N!ouidN69g6AR|)Pi0c@%3}nYhoEU7~+?;?l^VE*IStZ5QF&70>L`a=v
zjJIA?Wjx~b;bRl@AWy3V{d#4voj!V76>XmHAJ|l%Ja2py(OG9-Y*Gg<f2lHjw@be8
zmw!kI{N;Iq2!F{L*d~!4YMq(neUn-=hZf$YKZjD(d$L^AU-oqEog62kye+9+{^B#D
z{mb!}=VScEA=o2%z+WtF5J;rmB26^E3k8xdjGyRk%YrRc>yogGv@WS{h-n)PJ{reI
zl0tNJE%nQc)4iQabZIEqMHMo$@K_H=DG-o|6i2$zOeBY@BS%S&nThDUqEMPXx;ofO
zKNJiq%Tx08w(4Md(GcQVUmyt>8|I0M_4+=PB2TXg&Qj$Pj7;`83Bm4sd5JEV5-hT5
z-MjN4Q_V108eVj^gusjD5+tq{T~Z>vXt^x+hhDTyQoFpU#)x)N3BATLt=v=M4muA0
zOvwUHWGRE7Bdr*2J}2k|OwhTm#7tVQV{QmKJNXxa&Q9Y|Su#DsT%yOECTHm*PfagX
zk4ss|Xr<jLN9H`eFB5An8K%*Pp=M<@(#Pi1>~36GcUG3ptDMkNz2xSm=0&(YU!rl^
z<@Y%?3q9%$N$E1<bYn&;z~8)YL`Sal`hx!X!NR&n`SevHol#lS_?$V#y*A8^Ifatx
zb*(2HX0|SMljsCjg$GLLt+Rt6FKLi`c1=(9t(1%HAvE~1MAQArw8nK`mo(9(pH-D7
zo)FYc^xoc{Z2b_yRpb7mJ66pN4)-?guaBfxr+QD6=*@>{Vkk>$cJVZE0A;2z0M*9^
z@IG3gpMGm*0qOq;ABSm1#~Yx3@u}$V@M=K+^S-Fs!TNvkmanJkA|-d}-?9I$BX7){
z?olO@$klkYM)r>VA$wy!z@uknRCkzASoa)D-!3eD?^BW9;T9vk-aC21bp3F3pq*ZK
zfS-W4Ah<y1OdFJ8M@#F*WP82vg(0KVnNoNTm1>5BB!4`$Lf3v<wZvP~-?<}6$zHl6
z+1Gn<f0O6kdbBFJXc-l<BjG}3BhMX9m3(m@vemJw%hd`A#<9ru=LgSfbWQ&zI`@B7
z-PLsxk7JQn^%ut?Zzd`D0_4R^<{XREI~E4#c~=mIFF;-<8Q=n>lmtC_VSjT0@(CtI
z@Yuz_5IlDEk24(M0wmeHnf~a4;9U(^d5$_DtA~O2Nr>wv>Pxnjd*}u81~vD75;b)*
zJ@ler%c9SThi&f<nX9z-E3z8b{nM`{&UOFvC&HQgr^h7~O#g#4eWL-!^q(+U*z~x2
z`n6;F|4Ifhy%Y+j|Ijgg!GN&oJMu4>zT<%UOdq~`nq>Ta$5V6xSnZylw{b{tpk5iG
zL$IX}4NkM$C44b8na6bc&htZq$El%Qmz*dh4iu2+71fKmOqMP^I%vKM2nusWwMwtw
z6ddoJFu+_<ogYJR4hZND*Q%XC=iNiA9v+s*4~Se-P2t+o^|y_xS~}OcBu5$$+k5*C
zKyS>zv1D_f>n0|`eXdRV=p8|NXr=Mw!tC)3m2OcYdEqA4hqsSfn;@aqO;xDgL2Z=;
zxPbMfgkXa4I6;gixPi5&#el`?kfg%y=l%g^H*dehMDGB7Cc(Vh=J}Yd=e)4>1!Kil
z-X{Kk*!OTxalhVsUocZy+_BSUL2ygeg77ArXP>DG7d&4XAa1GV45WI(jsi6@2O2dp
zB?cSbeIx`L^wP&33=Z}FHozP#?8^iVDd8pN*e|r0LkkOnYpNCmTAa?+nQN+^SJ>yu
zJ^z4Wd{fl(I79kty!`jq0nW>RmdJb|X9+<}TP`XK-J;gI2+H)j`$x4*kWg&&;-cy`
z5)6s1ghaTgx@4f)ucWGR7w9ob3^&?I5L0#4h|n_iiX@;3=_s}%E~&;g{)<L)TvB~5
zTIWtvr{}Lm^*s-dO0XQB=a{LoV}u33jUcKHH-dg+U&H9|8;gVx^&2%*{CwETr)c4@
ze?#zrI8o@Cn}av2^g+U<cwk6O7LX?TaA%5t);r%5^x@UCZmqoP)+GJq{9#wA?xKLX
zo?1A_`Nq;9aXocJ3|VQEEP6e4S`1lrlnmEX7spU6j8gE0ixf)*Zbf=vWpD6pot0dw
zOe~WW=E8*<<XpbTjSF19zl|$GEc?qKo@GqU&S!{>W38kth+_}+oqVBsK!R~@d~CnT
zi`8Ex80W?x7-X)bS_N=Ae!<q@XX;*A0P*giguqc>CkU%J$UG*98>e4MDg=tp2bn<e
zxx`Sso2@*9g$LkZ!S932G3Q2%5fS1qTvmoTFL6bLu(<C0IZ&7&t3jW{g;R?T2MRtJ
zWDXSko0^a>oDPuEu;g@SIC)<%OZAlqM7W6(0>LW=n`@34gH4F5{6hu$4mJu{+!5j|
zNc6s`1%?K_2S+r(ebYZnv7o^!qrobPhz>QkNifvVE;VldLp4@8YFJf34L8JGH?^S9
z;_|2#xNdq-N(C)mGg`bR5om``Bm@fl+oix~4Joj5;fyqoBfrHQ^4k!;ZE8Uv`#+<y
z<50>+)T#IY#Ovh8d?@ABL1ujEIz)Opk1w4GV){<>rs*&jm2=Z{kObqVsSV+qru~PQ
zt&z@p{X4YxPW57NnJ0^)&(4n2i;Je0N&*Zn<iWUT8r$VA9%3$<E_Ujg9jOa1A6O9s
zBZ>@BVQqOt@nq=Q4}ygm8QeG+P#$41FrYj#q=5nD$@pVQcfD@iuyfQ)QWp#;&kIQX
z1IotflQZ=BzR9c9hl1XWC+`l?RmW$H_Y4uk$&WEq|BFyXN0U}VWs~!L#Fj%Ny!a)T
zPB8=>3;~<fnI&5au)n-9#LSYvzCGAOe^@=)8B`>l8C0Gnk?@JY=%6y5E5x8epWUND
zrC7I|KBa5+8?25TS@uZ%qHi5clk!I1I+!D&7+9taH3N%9A0AlVrnhc}w9pGLAJSCS
z$f6ixR!a!nbtOTJ+R;Z1HcKiDF}DphL(FXwgCXWo2|<L|G1Lq(k26LLF@FBPHN+6t
zosDN^CP)^Z7PAU1Ky-w$E9XwBhno1jVW=5lzLcCG_-BsbpGgct+iAl{obZGjf}bG4
z`ALJ9$-aC&$IBG;DX{3pP?~3`8DT8u2yGT5I>K0B#J7*58eoJeky1f}KEsUZ`$$Z5
zh#4=zP-E;cTaAegsev0!R0W25s|x7hhL|D7f<ld6!y*lVA!fCd3Tmuy)L0=gXb3GK
z&|rg0gIgQYVA~0LQP)wxVh#mt2#+xq1j1hy6&_>EdTM_jV^)$s@EEh4+%(TWRlP3-
z#aCqrVERsEh|vkZILA2e@;jr;*RmK!7aPKk{NG__ba_WF`i4dqs&Q}H%sC0A(nWbt
zODBlaTRYS)Q#~XB1{d<(s*IV#(SxkM)}_>pEuBhr)op=ty{$>ed8~md!|-B73k)wZ
zPKE2mf`w|qg5_oIRTy7tSrUvdwWV>!7dq!LSATmiz2_DBFt|Bpkhxbam6{-lwM0O6
z<sJ@>^{5*J$c!G>m73Ma)%bTHUaye_A@x;+<kxFD{3qDkED<D$iRKH*EUsw&IM;?~
z{tVfU51iir@Sv{QS20*d^9!U@h~@{nR{UALD8aa_Te;%wT=kj+Bb>ijYQniy0O5R6
zzWF!=G9<0^(Zj*kdh4bAo2us|69o3JBm{x|3xbfVkn-f5w<=E=i5(7i=#eK%O<*}8
zi=s!SOIq~Elrj_3+b~9i#Ampy<!8hdvBctvZ)3}9j{K!|h_Xn~6MrF7P|x#xA>8xR
zQq%h;SweAV7*CLhhJE$xoo9v;TtrS6td(GThq|A#AXImSr_6Nv@uVqtda4!^yz699
z820K&wV2>-l?3R6UCYb_FV;A>)B9d;O)c}@>Qr{Msm$}K(HAd?SZ#}LC><=UF}fjD
zgl^cCML;(^#J|uD50%B~hF~Wj4gkA$^g;xGM()ZU&YRHm!{K*0!tZblzwl?|`g|Y!
zSM1ZzyDEMNw)CjumUZ}95l=ZW4?7|mwByEvOS+Twi@O9W5`PfnP4uzWp*Q$R=Ttr9
zXWAgmkR>@rq*>(b3+d(Z-H`6G0N#BlEO)XO<?eSwM#RvT+O&8#WLgYWb(AXdZph*o
zs)aU{csFEC4DHoX+UUC>cg2uxEjN#E{8eJ`gau)u?}qG=Xgpy-Xgpz2;Mia#zZ>$7
zB!j8maQJ^FG2l-aJnr#>#DFznEY^58q}6cQ;FzZmH=<`r3|O}uZdiAf7_cUc#TxI1
z43}h(dYHqyN@Bp8FwuuSW=b^p6FSU4`f$i4k_`M8JN&Pd81N@dl>Y{a27f|_`Qzb`
zIIe3R4mq7%7!QX?3NuI@E#pDz(s4xMj7-mQJ^bJB!y)|J-nOAGVUJh;6Mf8_Gik*S
zIlm-D#*Pghaz034@sRT&NyR%hp8eF8G?j=x<ov;K^Nt8)!`Q$oSr0k4*3TqN8nrPi
zwBGv?QR5krZ<(_kS6>iSInRjvC_o&#qWkON7oC3>6#Sxdd+&csbk*fka?MK$fAE|L
z_=lepk(HU}M3P33h~dzMvHQp2<~b3I_TabGqZ8th;x!SA6t9V#5swzHiMVN<*F;9e
zEx@mdSOstgx7tnHh-mPdh(#NHO{C6Uz)MQvH4&?T>ot+f;+4W{BC)0DHIY7X?Ssce
zEP70X79O2BQs*Z5qaPEUpnJ8vDNBF!_Mlcux`}y6<lYh1Ln8OEXmBj&VP|&<=OK}&
z>MQ0vBw`iA(TagNp%jmLRjM9+NaT<NZ|g`ij1lG?5sMxtb3T!zIGOY62=k7Jq;)&I
zd`ILb$pLO(K>NHAxBr6&L{Llk0g;BPG!KZh7%95}_p$M^vOjo3BwX3s`JvIa?eMts
z=3~Q$s!Uk}9(N{#d{hvcYZoBzpvRq~?dv=wA{&ZMiCmsHMYrx0y5IH`991~cDO9J%
zSe5ZM$p`^yqGx@3<^a9pyx=^&qA-->9X1jx1%<F{E~FIbMV{NT^$i<tZP649hUq%5
zDwMBVeK9DxsFs-75jn{0Wuz+;^=WLRw|{@;ay3_i5s?qfz9dnv>l&(Qd_Ljyq9r9=
z)gnoSh&*4f8fiu3OGlcBJe^4+5jknW@FIP9A?;L?UQP7o4`*h1=Mp6!X*g3d<$d)O
zDI;c$LA~wVP=Vh1ct($m+nF2_&^!1SCZKnWbWcEEpdpaobspF=bdTK_>r-Y7&>f3H
z^VJiwVypxIDj^5E&KMUb6cm`ZonMorJY4hUB%7kNV``@N#gW)OPyZxL75(%@_hhrr
ze#9onKrQQs;xCLe%gN?vgnF6fq$DvT^~1(VGNVpXmoSPf1Mf(sUu)=7k{`9m(s=Fp
z1(rxU#P+a=btD;<lz8nqlUanvAMBw&J0s?CQx1&<8t*=zF6psM>?I*s&GaA$O`J)o
z=$3kgq~f)rXS6Px5z11dB_f)Gnkm6pFHRd}){C<kBi4(ode{T;nhtT!s}5z_oRPV)
z>cVci1;Ki8#3++?DjOws(zTQZ(%)pHzeysn(0x!sAozVGIOhNtk1{#Hhnb>51#U75
zSj?e-1;IwT1%U$Vq6#4OG?c34)Kd=<gIA$lN14U%QA<!>{C-Uk({9*4Z!%iA1~qKi
z#(wQuCP*O3<UI52kzk1NyHoAg(Q2{y?Jg<dE?o#>s>RlMnIypCmkfuk^Hi4Di8ZFB
zhv-FhA^J$*w<#?>1NnEkx69~=nn*!e4$F(x6xkC@%^Y?*a{FNEyO^s%<XOz3Ao46G
zZ?(6~Ul_h?+vre+$BsHUuk-7e(DiDqR0C1x8Ufkm85f%4QFjTD2^U*g3n#kVK3Z&G
z{5^*BNt-mfi}9}*(gQXr_Qk)7q59mWLa35L!&sX}n^2Wk8R}<3l_W8t>Wa}A&t#}d
z8AGN-sA@;Q!lCN-uZQ%@-o%2)P<5r0EV@hHfmwt@RdkoUs{~^P-C>N$epv-D?OQ%{
zPP}PfwmvY9j!o|<7|>MZNOlNtV<iM0JBlFWv1E$q2FDypg=ARm7?TXEl^ASrER~RB
zNi`Mv$T4no{v6+>j1$p;%@uKaeClnC$%a{M5gptR=h<cp%y}uU&3V;+${4fDu~SL}
z=^q}W7u^}mN{|QyxPM3p2RP63M*JPc*@@ok$@aX_@iJ4@rv`Qir~+j59+v!|hXsl5
zbXZ`HF`fr(O|aW>Lb8J<$DMXKE-}%OCS|N}D+KJ;V@<#g>ypM44eCNwKo_eD=;DT$
z-3|*1RerQp!H&mRDH&85Io7z;NQptKOqUR7F~z0D%s<qExI+tzJG8JNyyam*5b(>#
znt_vCipL%LSS#FYT_~lccND>R>={1Bj6Hv`q~)<^3qeemitKx+T`npo^ZKX+WAnp?
z@aD&ku_o)gMQ>Y8Jqs^LQ{@<eK9uFrpWlmAj`Ztyk^mzRc>?y=t<DH9{&uWMzkcOZ
z_?}%Mh9E1XAYUpYTv%_UU#TLDLD#ddVhrjuj(%Yb>NGBP4B~h@E>)&qz%HHgef*Gf
zA1(|wXGGYX5yOVEuEZw0d12jzWQxt@I<L>{TwObiR>ybG4_%vzD+o^D1^d!uUG>DQ
zGH)rp09`b5n1_Doh0CVAy8<7-!n3QKG?}}`(|g184TW|1L=fJk<V7Wc`v8nD`rzqE
zUjEHpQg=?9(@tByq3%5VQ&=~IWgf_XKI23BNVMef>0GQm$MP>;7%r(>;1uY|C9VPW
z)pbmHbsbY(y`=7i=FGX!a4RA$SyjC#C#S1-0x5I(lpOtSenuO;eNpIdD}ayaOE(Or
za)Da@Q<p}6&gVZWo&F^ApNcm0r;`7C-j@D+&4049=np<`zng#IL*T!+r(gK=?4~^W
zg^#M?HUzAOdjT-i3LLVBagLIDb@&L-jE?jR-+<}cnSSA02|sk9Uw8|c?^D#l?tHVL
z4yNW)`gO4G7JhsKFQXLkrF}e&v73M4t%ON@ff#q>KjL2>pRt1ep3k=<anJQ6|H56y
z8~EZBF0bWqbKrIo+T?luFWTfw{)NSQM{b=O{)40WFYzy&A@9ov5^<1N@u4rAtb3LZ
zFW@-DLfX+;QHQ;>qnuMj!t%e&6<N3fW`o4Uc>aZ~!7yIfV0ry8|H8uQ3Z6mmyktq;
zBF8r-l54Opx?Hrb(t$^PG!sr*H`zg0UaAj#J+UYe3PV>?Qy&{JuZ#X<ai~Xg?kMCg
zBlOOXnvT{BzP~8>rj^~A>7-Hqbbb92Iy|?Gc$z89;&GZnPpQuRrg6)}iv^gTwplSJ
zpi6VAll9*&3VoFzkb37ZTI*(95_&=j=s1m8XVTKp7wRFwNhkB($YT;hRXR_uKQzwl
zj@&2EO>|k!r33WV-c!!gy_(!cSI906ough66y}4MRvC`kFOPG!NOoKn`iJ^R7TDJF
z%qo3kZK$96T7r?@eviKI9Qh97uM&;)HldN;erp_0gR50qg)|-~{gWy<>EACwBEXpt
z$8MjJp${}0p09dIG&mDF%$a7*8T#2(q2X$*Btv3;B-r;=A&CKh!jR;H)Le-n)@OU7
zoJr;k-Q<c;sk&TJf%7tl^BRc(XTlKYwtCW^Lmkv@5)H`-EhG=AM<oSVZ+BSll^C!l
z4DGRG=w2V!bXNN%8mtK|Sf}e7t_}s&=aLNkKX&;4C^6tqm}ql09xoaT{0SZAzkW@1
zKxIn`ux>lv?BR5i7_cS`+Oud)C|?bbXlCtctE>JUUNn)nU?sHmKh^XIk0eDM6P-G0
zB?fg623uVJykg`SwLqd#$3#~hbZ|H|PDjwQj@4{!{VF;0nx+@boj2$F*&8Sx<OPz`
zl%zK6q&vs)I*E>rWlt&5lh%itkK=-7nRGi#!2b<z!|-oA=||npUO3&&01R9dUhsbV
zHmL{leR#k9!ST-f?GH;lXZpPNk2e>UCfw2_*}IGEP8XFDAq-aDB!zjueSYiV^y*aa
zDbpgMqPgC^HPqCzjSbabFMQ0~Ec+E^FPC<kMSZ)Hzp8%UqYem=-uZiVuFma6WAfI(
z>=f_Y<2mh~rdLk(G}iP9%^bb|*6KukmJX%b<+goOJ<Wz-8{})r8*9S@q#i%kZq<ri
zjg#?cvAtr^f^YH!VdyYlY_GU!o$ZzUxCMB7#VP<n`nqWw5e>FiEZXSy%4l~1FKLPG
z6{~=2d!;5`DQvIAmcnE0=f*3rWpk*^)&X*@Y*m)4md7h_?UqnCy8u?^Nj=Krx|5O~
zWA<V;PB42hw72p=|NhxGb1m>OXD`NG!r6<tufAf=UW_cZi}qr=deq;f0(<YNUZ$Rt
z5H$SXCg@prhjMIMn7a1Du`TqB4I?|Nf5j_RaiaQayA*BQwAUw2(C14(l?AYSL)Gvr
z@OA;}EyKM(LocU~Y@Ii~yUx3hx`!n@E#gx3{FBw~5+&HV?z*Gpl#5j2MB&l6?%H~y
zx$a6eAN-I$p(jh?x@-HosOg<;5@|zR71k*agx*n|B=cF7Gpbcj3Bhhmr-}OB2Sb<G
zw7eT5t4T69Q>|*~;`kW7@WRyIYP@8Mh22<!V18l}H3uFJ?N?_>DqdB4X6u6oC=)$f
zBJia9WfFo^$5LJVMmSS*Ib%gyKn6+kto!VV{6eGitozMwW?n|`4)ruIyWitRd+1FR
zt_x|E^+d{PmHSSy&Jy*ko1atNG_~K2p&MkeH61*anvgEA?1prK8<MIwCDfd48<?JX
zFVrQ9Zs>k}Ak@;!^I?7o*D8vahAjwkCABPWxp(?R^UC|_lZ5LcO_Darq)E~w25FKW
z5`r{I*GVSXLl*X|nb|Xw2^wrvVvc7wN4i;g()6~sL(^5zjqv)Sb)XfiPo)yr*3w|n
zikiX%$sFApkGxxS7^0R*LXK3*qJe2`$W`=e_#~6VF{X7Mdf#Gk;&*d5IriNoF|hAr
z5(4|~bm{&CQ#5E`;tm7vbMx|SG6w#@jqtwfs^p_nsRRbLRDkokA<j$h78v8Sr&9VI
zTiBw3g)IouWVb|39DV7%lf{Zn+@aFAa0iKji3dsuOk7eKabdXEV5Vr$#KavYo*cuA
zG5pl->=;a~tCqQ^QVVQs=>QvBkmz&o78o|ZN{Rt5wrF5u3j!PGR7Tv`dhY!piyNEy
zKF7@WNes-qM?zrcXIut&jwu>6GjWHR-;UwM7&h}4F_=$XwS0LhwZP1l4luJD;=K57
zgZahx#45KdTQo4U1%a9Gj+z;+e0YE8Hr3l=#WwC)Wn8(Z#H{*u)^s&mLSW+&lq}%A
z((rgUmMI#vF>!~DXU6bi4BL2N3}(KomJ3d$7TDO*0XB9+QuS@!YKAKd3~P0(iZ~^#
zbx-%2mEKoq^0u}-N8KxB#29v`W3@XaCi;H#(-I8RJ?T>FnLkvDs(|SZ#qeSbo9^Qn
z%n?^DpPouBFrB3cOy`EA>YN+PXDSN}(`|K`?%Lipm#NIj(r4Mx+DtZI$B+o>%O(2n
zeQJ8EUJ?w8^_XlsTW_Xl(Al^K{z%4{7+#EFi`B$ng05Poo=PpSSR2U;7IQ<KPYhV#
z=qh5lERWfhO~~IFuplsY+T@6zVjpJ;&$jw&?Bk53H39A8ct#o6fu#S(*>?s=RV-~Y
zLuL<QSu(rioIyZxk{~%OVRmK~c1g;Ta~2Skv=Rhtg2Dn~Ku|DYL@-{j3A}o}DhlQZ
zf;szDJ>6$c^_d}j@1JF;s;<=4xvNj<Vo72$uJ<Q<enQ9J0&4arr$u_E<$rNVLA4>$
zvzqfSsT(d{KQADdwbSZCwXffs9_}5YpGCt28*g`Gn*<N{rmDeJL-b**{M!ra*L!d8
zr?Ng9(Xi<U#LnI>@m4Ff^fKbOkf^W3{PW$IvChX5%unNpC1xF6^0Xwu%T+&12-Y4y
z5QNqqTl(wwyPvu+rb@6-x;oy8_6?KLMeNcEQx8RN_BK~Hbk0b2;+7Fk5lM}=dOTC=
zX@v@;>q{O#Q04I>-f;xyrG9v@%CZ5+NYWp!?%7|Ds1>Z3ZeHtUMR1(dnSbF_s&l$N
zm72wSPjAvOOU}-ID!ES9I5qp55vzT1a7{*=0yP5#@~Mxem9CJVeyQwlM^te}NCOcJ
zLj@!j49Aa-rZ;;@9zU%qgF!X#kddM$ogGm=sH;D%Lk^2sxj84D9%sexi^W0%t@L0a
zkYDj$>r9gnUl=sfg(gc9gux04K^QC}hzNske;ZRXxS48;U%)%lt5reO>Gv@y&Nf-j
z4TxrH;2<K%>y=SDK~&r(i}<3ViPrB{6BWzS{ZU~EZjd|>6_!aH6=kGnVpXxb&dN&a
z%z%nTgLj+QxSLraHeTajh>h10#Ri^u-}S?Y4Zhf*@5ZXX)=Vv-ruEGz75p?^ZTgY6
zz(1E7A~Zf0keELG+fhI9L88!D|I>)ZCMv3^Q$LL;(ew{uaIt7;rX6=$$k08*wLgyt
zIr)Z?W$yl}FC<#%l7GpP2#GSXQ1-XO`xYU9hzRdt#9BkelXmrGF)t$UFk*ZcQAbky
zf}y3>tOjxCdtk{!{lQ=eN=P0E2Fn<95z;ZP6^DPPF5>E;`u)tSnF+!mlYb!$GF8_q
zp-zs~Lm&#C|6@dMf+$#+o{<`yHB@a&r_bliky>#8q|6WySBJrWjYthn9-5$QIPlkq
zhOzp8Z)k?obS;&?SpB!wzM3jT==xuunNeF!7?u%nHb|T=2-@i4w@4BM!JQI<eqlF3
zVo}f`_^_$_X(KYqI*&_g)cv4i>CM$Y`_oerbOet|YG2*A(+WLk>V9`z-5Y|Pk_YPE
zvH^83o#N{LM=(??_>!snmzW9a{w)7O-JiW!-Ipj3N>ukB76_#lC@_p}BA=<Wsl56t
zl2O<xME{L7JA^<`KwMRJ6bz*X|GG#B)GRh<vwN<>^MfkwgMH`3zVc9+*j+3lI%p66
zBOQc0X%rDlooYf6<qL*Rx@4LpK`^wG5ClVWf{0+~K1_E62!`I0`m({$Q&Rhap^H|i
z8*%53p!qO=M_>q=NFE3V%LW94^oOf^{m~h<f+L3Mxxxr$f?!z8zYq+IhheUeDtiJh
z?B(3JZ(1&sDv*oho0f8FX+)C%oB&*t_)W`Aes1DL$o0eIo0hvJrO$ocwfm?*^*5pw
zROjQ7+THL4)$aN8x#45puJoo~rjV_3PN-<U*xQv;ONAbby<PdFl+ShxO^;|z)#6g2
zd(`A2V;^>2mef9NdunZ|5VYNy61oCyO`%I@Td+)MK<uT-Po#XGwx^A@=gWlp2Y(o*
zI+qO%c7BotaLPa!JgRwN7~i96Uk<Int<Gz;4a5pIj4Bsu)b_F-H-&sQP$~-En>=47
zR9Mw3A6jpZJ4oI5vwUd0Q+GH?cgJ|{Y>L+u5c(>8*{%-+s|=4F+_nk6(nlSy9;&CR
zRtgmfb{LNCMfIu_N^aVjO4|KOE9NB+M5_trI!|Ni@cuKM?h=f1+h#X+iRK?LoGx0_
zZ&Sw^B=LN1tKRAuYN0dcaB>?Su1{_|Fk$TEHv8S{!@=%^;)IN@k_R3-l**uGwHmJ9
zm|V!DXv~ZF7aH@T;Rz=GNX8%^-<H_D)zmjtLp_}>QZoD4*(f2^lSbbc%#C+(v*3R1
z-7ba4&YC}M+^E^H9{eDcw>`a=IZ98jlOiZ1=62^n34xQ}c)Rb2{7;dSr*Cgv-8m}p
zI2?asxHugDmvQlaCX2cFWUzHlHSMo9C4&zdKR+PZz|T?@_<67K^H)p?KYz`?;ODO|
z;^$v&7vm1l;<}+6C;td4YDMrrLIZk;w@K((mA82Klq5-r+Y#kP=v?N~BlN3~E#fGe
zcoeuFZn5SuEO`W9f!L+mGzvAM^fcUjkVN|C!|$SY%f(jnIU$yZTjE(GbUV6Zen!2t
zWCqK+{8JdD=VwS}xn8P^WR|mOb6dqOG?i3U>Qd|P*ECez87E0`&3mzgU{qc}5N#2z
zd1u`;e75B>?9*)?p?5bo%i`Yc;sX-QyG|AECCKd2**VYZD~Vh3neVBn=G6v{O1+=y
z#U4}^|K9|c&Ux6ZrVkHQb}V`LfSr_t<Q9trdpjFPU~ea|PJNUfYN`g+@4CqORF;ED
zXN*Z_BnF$}ze))9(0(G0MMid_+rBt@_?-zZss0(QzQr4RTNWhyi)?zv{QZty9SaO2
zKF~%4*U=4Qx@a6+OR{-Bvw;53myG9*(3gxmhDaB;9iT$n5yXUOi=nO6p|;fD5Aji%
zOU45v_~gwQeH;tIitt^pNXYDrwF||B<C5`wSsudY#DpWwWt}9TX<g6Y@ew-BC5wG%
zRrwk%2x%@Wh0r;kP+T;&f*R8_*-%{D>7sFMsxRC#KF+ex;T&gu(BT{pCFt1k+RC)t
z3`f=M61vsydX9GqJ?p$D?ZLSDUjd<%$G3X+j@=h3sSb4uZE-FL3Z4E!%Y{gYG9mgm
zO$~%Z_Dj(WS(kkGuV99{uy|-cqVf`7s>e~K#i)?;(l(BuRg3`LnWZzw%9kPCo&DS^
z)WYq~B$4jUPKLbsfauOfu{d;R*JbGLtWfVz%d{`qY}uXtNBRMai({R7Omn76ZK*r^
zlCN69btYG3k|aPUwn9P>cFPE&?eKC{c1bEU`5hU$7uz8*$W?h*LeS(7XXr${M;Rm9
z`gQz&8Mi^=ij8cGD;m2WVp3HsFdF;T480q@B}1p<9V<KZcIR8E6ZHSm=>Mg}pvww`
zNvl{dKpk-KZ_=O7m|o7%eO7*^xTGD#9d_8<`Q1t>Zu&Lh>l}*&7JMcw$jf+Kt(h6Z
zbqDC(GOYdHQfldq9{nYloge6<KAK4l1eZcw0|s8!01^WOEHS7E3qrXzS&jukKi8aP
znuH;$2jr%#keb1irN)${5`!w(Dj~39O9CslU)Bne04ppBu)>CLeu@Qw6^m^vFm&8X
z*6`4=j6#BkjvF%c(D8w#G3TeeM-bB;v>4h-b*`2*$obw!WrmJ(5=@8N%^V8?Wxio$
zx&_`-gEvxbB0Ys<W8|n9kpauH%MrvhVSb^ji6p?tL4knul=v3dAfnS#>PEDo<svad
zF=ALf2u2Lq7rA1QnnFS_WW3BVk0B$Q6~T~^9Z4``V2kfxlLt6z$(WG;B!G8&&&<q7
zQjw~ml4|_e&>&}lv<oB1908#Vt6k=Mm(xqCZ^wj+sLbJ`3#&7gN98yh1g(C^D>tGi
zv#as1e#pz>$WC1q(fxa|>qCvHe_z%=rEHSqL_Vn!oE}Noy+6u?=-!V;boX9%La0I7
zDhA8$eWql{-8-G1Ro}F)r+RZjsGswq#JU#;i>N_4p?c2i5{K)CFGkdfoKV$NS&FO4
z+d`pdO9CU(n>%N$vizh%GEKT;?>8jz6xzR-?m*wv&}(k+r$zGvSp!mS6>(j&WJ*mr
zuXgLAxbvKpiXrJA3Bi!`Cqazs`5Cb?QPRZiq0yC;it1jml*FJbsV5=mN@}aYTWIBb
z?7nL4QyVZ=^yEibv^63TXLKPJXLKPJ1aFC15VYFjEUP(Q1pm`Cq~9XC#~5uX#;tY~
zL1I?oDY4<sTpyL`F=k3I-V(DQkUh<lJu0djG08@cu~Qa@hj+weBcbgfNq`=sV^sGT
zaUKdh067Y;kst76?(k%y<FM)(9fyo^*K%|mBnur!N7e!z$LIVD9mnTXADmY$cLaG#
z)h9*XWe2-|_0dm?Z5&{p6r&%8-w!c<KWKhQ9>2NzQ2O)vp+gChX5L#6`rL6ciIE$C
zNSY}lA>>h$G~;CIq?sZDP3!5FoxGWCL6uc+6MgSuFD*2SrOr-KYZr&Eb?S=(I)}z$
z!EsVAQ|8cgmIbghZ=b0s*QJ%yUt*BBKo~FYA|la;GqSD^(CN#WjK0CEGj$ftEJ*;)
z(+uYuB?g=c6HB8}Pvz-(3z9hq<8t*fXzrB^z<QryeMDlwnlQ+qc|l^pnlLVFFNNkq
zNe0&M8P?xQ3|JG!OQHE)qQRfgE`L&egp)E-)IM039I0JhU1GqRFkT8xQ;9~7NJ;h4
zF<!m!(;(z;EKHC_bFCzWjP6FpaEXBo!noC0CrM%<f-b#F5y+%jEUCbKzTv)BV!)j+
zUM9^pi3a=mHhWlrOqvHJDP-JlWE_(i$RLcDN%OiyL&p6+8JtOzpgHJFnub(=ahWud
zS}(xzXU0ZolS#t`_2B#`Yry|?Gims@y;(?&&mOW1GQjN;up(QxDYV=Pj1pk%7`ERW
znpPl*!0MxgBU(DeB>}b!i;faohUG_LSJr__7?>Jn9yz@wR5=g`sN>JkBpYcn^_h#D
zLHsS9NFT5&dt{Ody&rIzNpZg1nKq+D?#!WWq0TlnGG?suxHjBha>R_I85zJCGZrl_
zXO2oli;NkI7JR2CqD97xpVnl|EKgW~GiIy;P-KgrHb2oIW5%LIX3G0JL)DzS{RM(#
zB{F8L0=|ry#}k!8#!P%EWX!yhs6d(Bl>BBDfL_R$`5;jNWXxCvFa?|ZS6?q<#v68u
zJ65oq%o|ZwP1+lp8~hpZ(4Ho_NSpbIMIpva+Dv@0wReUl2a9A`**0D=lQtuZnY5Wo
zS)!F7ZKj5VAgU^5>9iS()}8&Dw3(KPN+E5=D&<{x>nRH$ZHB}kZN@5qw3!g>GHElJ
zHw7xFL#qQt)QN2&N2Tu%r8rg*nj)G68VQyOG?S%l9BoY{3H-e{(g6uHvZP6%@w{mg
zXrwoF0!{Y=q4%AeC37UutdkHV(A=D*-akkwN)|0A&{WOw#FzvcDaJf!R_%e%Eq3VO
zMB%~%q3fI{En$3Kb3{OnoH#^lC+AH8(hIQHDN&=*(7wTcXX(>~uj42__b9OaCfQ=r
z_cDbEpC;V(aHzh!{U(WY@Bd&{toLtI4jn%}$Wkhs;t=bz3fXG?BcW^3US<ts$NI2T
z3H>|{5~^`YxBJII!m$i`q|HrtEU23Om{CYQ{V=USpQ;)z?xab2ta@5W2<GH12txBb
zvdDWCYmlVE(x+dxUi$Qt7;i&ptOR2>E<0QA#*Jr;So>7q|C=F3XCo17tbHujSo>HI
z935B?UVj98XX}l)p4qB-%g}!3cBu(e-)dCfDlu5K9g+}eeUP-~J-GSVdJpbFrnsc`
z#2wmO+@ZY%@eU3wFihCunSkA&Ye+cn{<I)vc=xAiwqDEqWU0$*x$g<0>yBP0F$V|5
zMvEAs8a8XWLK2LF0}BF0@{d-{yNu`-@Z@40*IX7w%rqg0mWwlko{|9TIPxE!#;U+7
zTeaP7wBGsYJX#ysWOU3(Ea0q=#fnR|1y?K<a3ll^xcMvu3%L2L2o`YjNBb9We~;7)
zI5~v^yLz;G;zvnt=E7jJGR9`5W)r_|TmEwBL2KQ1r0c&!JpxXi<qCf2;2sI_)@*s?
zYkmg$c7dk$ySgg&lBTLdoi-I!Cw`%p-1)Uort`EQ(<?QrAlJrIqs>aK{<|69I{%Rc
zFfo2(v|c`ZBr%v66ULp|*LJ>>Xr34c35}J>E2H&Nt;iU1l-mn|b%8OObvcPS-ZFbI
z<uJxpYECVQ1!pSfa`u*M9VHpqw>9khN(?k743=vd5(CzRaanuIwHcBOtfv^(OC<)Z
z3F9r-)=4z@6WZmE<=Wkn0<8BM){jUGSQExuu01EwU`=Sj+PrvhN|J&9{|x`HB?kNn
z<JIS{5)J-@cKOr$&x@SovHtojK33OfRfz#>!k|Jk+jXevG?r+vCbY{MYqaxoMwe7e
ze{DCw=_zTUe>Wp!sKh`BVaPv~)QRjaHJ#BC4IzYfg<zezP*Q;PT*G>`#DFznymh9M
zXs{-<%i3FG9+G6>f57lRDly<s7;laFszif7p=11ceVL#U>-FU`)C%L)my%k~Fx2SS
z48yE1xuBk0{La$(zwY{yf7|Oz>N4zk$2JDIP1{>v{v!?X)|W-cx$Da$`V}k3>&rl4
z^-;wP^Hw%){*)c3*O*WXL&7to6|FI|)o)*io(%p&6@$mI>oO}j7y45OH*YgEk>Y&o
z%huz>`f~eAfn-&U63o@IbD=VhRSqjn3xXA4U&$M5f+pkiO4Fjn0xvTWEmoQqE%;7N
zM2nTCpVq82mnAH~D^05a6xrmb%}+E~X<D@2N^_sTK#;7&O4BOfTWKCiR0=E2_)=JD
zzMQB4-e#~0cq`5K6BWQp(<*?K=DBB@VYA;GEK4{tSoE_DKO!Dt>&qWlfLvetOPFUF
z3XQkcmtHZmzLdqx`m(}!(Fm}<tR^9dr3&Nq`qHBHtuI?7Duwl>Rmxjmc9#XPz9cbN
zUs?sQzNELE@pMVCe?r|I3+=5XC0MQ{CrUY3OHL+kyp|++SWC*1W-aM?&a5S+=k!{#
zQ6S?rXN6>r_p$%gt8)h@SAwyiTrpl931&>R3-E%nN{%PXEGR8mbjjJg$gp2B#f<iD
zf?y6MUSxPdQei1^e7s%-9hVq9$?%?p-~i|yHN6gXfOtIf6l29Q!s-M0y}rP4b)rT_
zIo0{PN_Ctc{JerBm$LZGiwp&>6Jdr`OW-=aYWZ%ws=kKa3SffEOKan##&ObuqE6#D
zOao5_-Xpl24AvP7Bg<D<82KUQ83qgNJ;U%p!wl~k28#yizZL{1Qb*bG-GWb!*UvD_
zk*1&)XI!UiafZZTLAX{z;M!H5*|<n{%Vq5*?#RX58^?<=oQwHz9Okf3%A;2z1>Uu6
zfOq{6^G<*b=H%-CNj120ax5Bn*MeY;IQ2Tc-q!9lPci&uvErQ9-;9rclNk88^!5Jm
zEqQ$`eBt9VOmV6BW$y5CgE(G{VIQ}T!?f{9>3Ahl;A6`M_}C9IKDNMmD_W`nA6qo=
zu?2yTfA)Ory~VJ?V#PjQdcBV0r4j=lZ<P?l@fM%;+nM5$J|^z)@gYC2z*056RYs<B
z+>Zzz^$B_IN`%10mI-jN1@WF@u)uKfXHpHg*rI`pEeKq^`1)8FTTd|*n;@bSy+xr3
z+RKF`241crA@FkL33en`V~R_9nYhEtt>btxh9kLG9HzTZO7AO?0ykSWz|DS$d5XaX
zb8j(GssT4!G;p&8ft&MBh`HH&ieZDriX%DK_&8T$@D#&734xFI_^iL1DK6<_;tn4_
z9mk6??BmztFt7NeoVXGx@UdkBeC&sqrx+|SytUfrE$b<Uf;s-k4CLs@3`mUk6hlP`
zhU?1Z*x^~3DK6<c5&_pWkK@G{c3rnPOlO~z?pGoOuCok*>--S&6oUnZ>;BfRtMnwz
zohaF=0VOikU$&W^*4=X0y~m#XS#ni{CmQBUozci=8&}Sj7;5C^jfQm+3|Fr8jJ)t%
zxXI-`NfO}6yW&_ehCO*C4)d@l1OwyaOmWHjB3|&MWd}UzhnOcCEU>qtc;C{6AHcE+
z`H2P#f=ZZ?6Km~wqJh2yP=_AU!V?X5(@KG#Xt-0u@I-@{o$K2$z1wB1v6pZ-?7<Ta
zwI-S;8tP0G4T10Dm8l^hn8wpOKtIutHc_YEV#19l8fepjvho`Qe;=!s&Cf_x^E+e|
zZ`z(1*gGTMO2RzKP*up#sU3Kfp^F3~(b6kv9%bk#NswqcR6?-)7)%gae*8c?4I@Y?
zJjyV3qJETNf~2P1b@?bm+(N<`FR77x=P6_!Wf(nCZ@mwms1q&Y2nI+VNVK$Uz^=UX
zhpRgtWtclrCtA*BCfH8DgMVRH{tl`R`&!kXwC%HN*jP2STgJ`4n!m`S439|VQ2h@I
zNUZwtD8s=-)jz0vMm<ygl`r=mgXbFa9>W7dmVS@nbqVoBfO(JM6-j~!_*g;^0jCKf
zA^`6(d`}f+zsK;4Ea%38e2*bMAbylZd;wveTR3k5;&fa<7=lxh2Li$}i36gH^h~T4
zy!RLiPSRmfaFQDq4fz+sqT!^Ag~hFXGID)kVZX=FZIXVEp*u5kH!cwsT?8bi55LC{
zpzqnw&uCse$LbVr=$Fwj)+yjUh74kGu};Cf$Iwy8(47L_V;CvHzK}5QF+?N@LSlx5
zAS9*|M1+L*Aj6H5#DfegWjQY-@E}8cG^~)+tXgR=#LasPOI7x?41Jq)>Lh;;VQ3~v
zHV6pIAoLK@Ij$jilVOVqg)PhkJ;amz3!(7jMML3%AsMR@gaRIAcyp3|l;JI@7DqwK
z2?24H;71t(uOteB52G2?i_JC}`R)jT#~HpNJ{JoH^Ekt6LX`h;hI10<iwN^L!#9!y
z5fPj$Vj2<g57ERTqC>FsWRZ_wUQ#0tyvG^h<DiVB_Vo(p?S)d4)#2SEy9MH6z~KM1
z6b^>EI+h8D0qGN0b-c|`d$R5hYO@}Qfxi3;G0=DN#kzyv!wF*mk28#>^5SuZvC=?<
zLY9EIy5Mn!2+8B8d#wI|LZQCfA6Snv%qKP%iv;s1L#B`vi-e`l4HE1N0`n-tLP>%k
zxK%<B1nUVRf?$sfg1aU4WrN^ON$m>)^X5Vxai_Zof%R(onv4$BAeZV18|a24S8_pL
zU|E4UkREZh$FmHNm^gTZnII0{=U<3}_jMeIXBl|HD02$jXBkdQ705~QSq3r5>|;c`
z23+J>h6{df;<1CXld)xe<nOT=(*n*vl9C-LdQ<bl!dZ4)S@q@kj4A^kp=SoNb6%wc
z+sw^zIS%HD2CqBrZk}V%i4V3Jcuzu2DKz$p*b@yErjS|g2*^GVT9=ukH`=`?8tO=D
zU)7t}7N`(CZ%|e(&&f#Z{lWj2>OC*6x;nh9%UIQaqQ4>2O9yv2gQQm6Xp8p~kb<iD
z((Bu*W|K4K276739elP)!kH(YU8_R*OBv<W9mTd6)z7Yto1&-rSyM8Sn_f@M?4~=C
z*~`Pm-a?*!_u%y@8MB<p60F}nXx1?^|J*6GCTZ5Ot}|caaldx<6mh?H`4oNjIgZKP
zv(N9QWkiFM3B!*b<VXfc#+RBPZbweRqX%X0WKuMhef$eeWuH2}HbXvTMDuFAdGPw`
zE=j841EFH7$ssyl_@?xf>Z(-hP4(2Fc^QS(;~OfKNie2T0@U@+QK=Evh4X}f962^C
zqe;MdTY&WCx|37%<+|6V=*x9y<0!uJC~&z>vW20qPSKa^)Vz!abh&Q#f~(6WNiNi*
zR0%#J0-#(h0CG~Ml1p&6uJTl_`R-}2a#2~uM<g%rZe2|->9!x-tvkOU<5{Pg1mg-_
z8wo*=+=?L7Gm_rk6}ogu#d{3&hVio98L7@diEwYw)k%_2-eCxgRmpd{=SLG5D;EBh
z`TuSl;d@U5r|N~j#T^TO3xZ2@7K9h>0eTtlPC7E_JyqYK+a;BO?mM*ZJ0t>opbtq1
z^gg8ZMkeT@srnk-BTRKk{dXAsEeX)yf_T^HEHI4N8Z!c$4?X$6X7i!dRDH>;#Z-Nh
z?pI4|zDf5JL39;*H|dH`6A?ibZEn&Pm0;YYvmn?BDKt$lv48Re<0@TCSr)O=oFG~-
zuG00E1T=v643ZCVm98@DY}I*>Y5FQ%HzTb1w3wB+N@s;GhG7}{u2@{9BO$m-w}^$H
zZ&}2Opl?|;Ex~lm&AZ=ecOR5;e~tR*P(~$HtnrWu&K7A6`tywf;w9gY;_Ge|)z_0d
zuW}9u3f-mLGfj6XcTN+T_s_?X9rMU=cW2tJYdblo;>iBzks<f~$2f}f9tAomOJ}aE
zz0-6D_0y4zIx01}i{oAamX!K}PA=ugnNO*-5#3a!>EvB>Q#GdR0jl||&TZ26vM#c(
zS|^o5U-fm{aGukEi<`dc2=!IT0jI72DfCmFB?Ph7fgoCaFXuiisjwG1e7fFN9xgG|
zQH^n?N(dVJB(?h?x09OASkcI9@c*rVCC=ELv^b-Y`ynRp-U6eMr)z<EZ5t*B2Td2b
z_jgO(V8>o#$6kp+r}dPCz>dc?TXb40rt41YC{tb19+CiiED5m3f*=9kg20qKpDC1t
z@BAP&gB9NyE54H$ci5<{c0OxP$9c%0`=2jlbPBo#6q|851Bf{cu$aRD3xfQ63jzba
zwGBZ2eP@>Gj-oK2{R|yW?Ii})kS-yp26}y58Zhj#1`u-?U@?aQHiT2}EeH%~!{VAN
z4yM2$b>UHt<VX7^2l~S>&ZiA@&|uDl542TXU(JX*TP?MD@Yq5S(=Bike%|i(QRkqK
z$_yU&O7OD%866x80=4dfT1e;JGDGj0Lv%B>v`D3v&RdcN+V#npe5BQWB?&NwP(&aR
zKdwmzKGQBhTJ6W4+><f6@Jgv7O_J>%2E&Q$om>xKI3amFoRnR`L5txebte77aFVJ{
zzUiN;x}!;PRrOHD#>7L)a;FvZaAOOjNpk`5jV9&QfHqx<s;TKimO1?dnI2NEorxiZ
z`t6e+)3o@|&>?-Cv2j#cHWdbxMR8Q~Y^rKa2efxK$5CyFQ7t=3aW?3a8r4f%>T?8L
zqq68TU5dt)*rP6zMh_{CW+og`o?wv}Ql6cuhm`+3JG@QWH4K(RN)xHt;LPw2=idUt
zqe(EpzANdxB;a~TIV~Xwy;B5X#b@fN@A*iZInM8r3Vp!OGj$*Ev&8U_q9Uif{wwIr
z(m5l^vq)#r^FGVPtdWEmqTO2z(eC{aGm=<fZe_tAX6nPL^E34*QubKJcBdChc0&xR
zUo%UqevQQ7Wbj0V4h@{B1alu2%pfB;g{0OjJ&cUJtT7}4##ka?j0M3kVnJX>msy@2
zJcMkL8o`A1#)S0}6B|ODdn6bp?DLth|FR~K2$*1rfC&}^1BnHJ3AvsL7(`A>jbOt2
z#)S7J27|~C5(4ed`?UY*vf2}OXm4?c_BMn^5eowC|EIMNoLAJc>GhB|$`lKpovF9Y
zPBE-o@ZFhu-O*;Y2rsmsRs_-QM}J?Kh7Q&5YttrTOOD>M97YWb0yTQh)=Q37v-K)~
zWMauNOO}Pq=`ooYE>=qd3>Or-7%t-5-A%LglH*1rY`PW}cvsubr@D5xfpJ21Ij*@F
zCrA*M9ksZMFit$h%3z#$YIcHU2iVC=>R|U2WwvY@UMv51<INKc^uzFbImYj0%`ZNc
zXXRTN2dq>ce7E$-+_y7|1)Ps9=WssH*AhbhG;c6`JRA8u&W8ehWa&E@C1{sWfOPJT
zB!UHh&z8A6W#`B+;aA0y=jeotni7MA1HyQ@9?c~h2?vBm!a?ylI(Mg!q(Cl1Ps2JS
zF<?y?FL`IYM1wV<UDmYTGG8lQBFVsiq2Ygv#DG6xki4@)V!)a(E^9A&=V3_()`tx1
zXC(%#2@^}+*)l1N3#8yo2$wS{J;M1)76sGK4AWmE222U#rR@})E9wZW2`yNgw4ExF
z4E!t6%OCt;Mk9#<f5LcG*-oOtpU^IUr0t|j3a}n%SZ7NNSQExe+nFlSU`=S3HI~j^
z+RiFT3n43vklQ2%LI~rf?c6ER5JG5I2-0?*mK0$9xMBT@#DFznytJKnB^s;=?Xrgc
zcpBn+Ne2Gs4F7!dMBRZuVZ5}R5)uvmgpTp&w4DU)SEua+C}`r+b|kf)!o52?Hia{3
zJ6urD-a4>!{;!+1!@uoaYw9iRIo<oRhru>M+aKr^@UGI3Wv^s4ROf%l$ST>F!H?@x
zh%-g<sSS_NmrCaSm{Hv6FAHEByZ1b?jXh$X-o}QCn2!bK99i~LM!7(+E1{6SGl5yi
z`DQ1{6K_Nm{UzgUz?mlDz8s!;^K_Cz<hP9OHX)LBtfEM+xkWPL+lj$xq&PnhVbS8k
z=&nSxNZPSz!S`??S|siGX?4<$T3cOrHm(lGIA6!2g${4~`Q|4Y<m*_pUcSy3{sL?u
z@^!2NzI>hE5|u)}PJAiO*HK4n+v?*{2#eNB)k&LAH65EP8=oUp$0~qSouenRkfuIP
zHT_>kk<$7|%Zdy<2vI42cvG-7J@)cjD3-9(ip3zH%!3f|#fB9KuMS>&v0^4+M;0>)
zJ7H-75_U#Q2<k9AUnlHXw7!I$S&2#^VaF=vU9Y=Y7C^!di9y1SRR9S)TVYojRkT>R
zyJMkghH4&vkYJgxb5P1b!p;N4jT3fA9ujtBNt3YSIou@dNYClh&xTI8YQT9>a`!TJ
zUYB5G?7TQ%6)6$E&n}>!fbfKwj2$V=eFEY?;bLl4$?%PiMA9lNqpccPDxB^7VM*j;
z!(RkM9vgl?Ki2WK2?pjUy7f~|-Cs3aSe+{wE>cAIz@-+booV5UDz|hvxoOG*fA3qA
zAXX3eqYx&}3@b35+djNA!x{_BnPDx7N6ut5wYyWeg*q`Te^G^;$tDX_;PX+fl9<x;
zw+hFG6&C1Y!?KbGjt!+Um|7NHpx;U#$fTHK58_{#V-H&3pJR8Lr_T-BmJhGC-Hn@=
z^b~!Py02=ulqzv3)W?}1#bZZioPZQmC*Et1C&<RD*HX#H+bf1=IZFivHe&*d*lhhg
zRbZaVZWS)4u!*uYj&id{8JtHh;IY_}$ZM&&3-s>%k<@Tq+Tcm<G^{Kf=vD=-A*uwk
z7I=YB4udbA<~YhCv5E2`f}m^KT!zT;Y_!zMJ3f3}f^mF!`Ud^R_Z)3J9^`mMQel_=
z6A8ic><mG)8Qy8)-;xR|;@`>2A4a8GmU(OX(hEsz*I=xQOD@!VD`glX_EuhG&Tees
zD3Lg0HT=7jiPf+L!BL_G;bmyx7hOfzp#O1!K2Pi;wSo3M7wTP=o)R<omr+?s5&*>`
zq&V-V)Lp3eQ?f2=05OLF7IPS2LA<j>3yj6|H4F8o3R!@|#0#(rTe4>sY)Q`Q7FeKH
z^m{FRc{4bVASMc9Z*n~5qcWSp4@)pk5-kWcIZS5rV<348jaV$|Ps@^sno}{cI7j?Z
z5@1nJ{=+$9e1)H1s2BBTji^(uD4Zh7klnI7t8Zx$7OtgO%##2t=IgR(bToAr(Jyo~
zbr&V*XmIg&!;d42t3|o=oiyr(3#kLm!ZQ=}JLiXnYv?1zF3i)7Y;-vt1cdtf&-JT^
zvx{sgu5bRU-J_<Ysxt+$rX&eUy$_teNFOZ@TqKSbr^b;@^vJNjz)tYWII`s)8IBfr
z#Zm0g6m%Ehd^kKL#ZsN4X22rdca3ZlZt5N?N+P{{xO!2-&g%shhtBJ@MS2ALGa4?T
zI?w9dAZ-BSWH;7U>gJs+zAeG%#yXD-Kc;%_9$wOUQ{vEheJvpzhDE+02-~49Obgdh
zS$l>*?i5@sYK&Vyy(w2cJDlnSB!YK?ok|kItv^s+ZM=@hhF{8bNKIv|=(=8G=~mYj
zSgc#V#ThN%4>8-q78vdA??t-h|FK9ME)J1;!Gr<YgaHzP{mAPi1SZgn5Nra@7Mm{C
zo!ErSnliwcVo88076hBZ76iR;UzXV|$VTv<@J^`|^xv-a-!2ic;X_p#r<Vb&zuIse
z%}FfnAGxgd+ZU_D1x8g)lI#OTv+G#^>;~H!@Cc$}x??l=Ysmw;f39`^Tq5B6za<2|
z|099#^WAW{F#6p1-jV>{+YsIlwjl8RCo%o;n$xd~bO-*$BE2vB=^{OHT*GR(9U0nA
z7lOELr?oys4Ec!6z%f*Uu^((fpvGX;d^UwZmm6YYF>)-CMIm;P6nk6Q&OMyXk_LkZ
z#VvM(<C<Jx1B;<u@9#<%3*4ebF7iZT1hM)J-oY&`J0D|n_MC9-Ac?^c(v&L_L&!_4
z3WkuEZn)$SQf+8BH}Sx+);S~X!I*JMK)f+yraCk{yvF%OAoUFO2R2O4P=nvyAcl&P
zOJpVTPHoZ>J)#hqH&oP(Bdh6=VW{XFN73G+z&zJdnd9W#4Y9GJrur~6Bz6l$QtAQY
zof{Gk7~@zd28_u|Vgp8-v~z5~94p?H4#AP(Y^kn0OuXdGkYJ1uYa|2{m6Zh1+IyE!
z_DL#k<H6la^aOFY#9)kgLPEHa2ahb#Q`@H)BgTix{C{hFAg-7hT3pev{SY%gSYV6~
zJD2G3VaF0NK722Ag8t`>{^ukHomAnaq*bil^B7k^C2w>Gh&Pt#0iq~VUD6hk09z~x
zu*HI4fUqDi;~QZHj}V=tR<NMmQe6Y>BqlaQIO!6MzIIRoGlpH(3=#t~EHN;{f?%w$
zAn4?-)-ti$pc=t|u|{eJQ*Jh<+$=GujGYn!D|RHXBJZ+RkOWv^Nq`kLghvbu0xOo=
zR$$oJO4jhae<cMsKLWU7i5@mSu{7od#~Ff{?tpKfoai+=!}--mWyXykB^cv|1z}}W
zw}z3nI%V_B(wJxr9aWdf$Ys%~1Tk%yzW~uv5@6h*aK^Y1-xQlI(~FMA%e0-T%VNSX
zXjokdj{RgW<ch_@gM?tzc!S#-Mvd!O5sVtwElV(JfSuek2fM%N1drbVoW+H~W_FCt
z>^L@a`*7EqR-|6e7D_9~y;@bjYD_hi)p=+!HEv#bR>~}by3HKySM^bYAI<I>T-E2u
zg{GrA2k3{Iwjlgo>5lYq1D&g!^B8}p`n`VY(4ufvXQT8c?GIH6e%y~glu-4W+`==)
zjh~V|dEDll^-Of}&n2AbN4r;}bNnLO(S=JEu`5nQw^8^OLx-J&$qh7*PgC$d#lTPh
zCg9y>9C)h+cbKhY*1XHOD`v~@JSAYeV4ha_$vBm7oCn@LuRvwqn4Ud)TyCJn=FH9Y
z;@t9ke@Y?R*s61y^GckQ-~dSJ%u;e*=06wr`V+(_feGO(m;L|Z*pH^CV(A+gowN}x
zF6DQAuQvhr5S@8z<v)+(o;Ci8x$_H73Ak^kJx<O2$2jhLXj7GRZ+Qi}^L8^T;3}$s
z9QqW9TGnl7%CH-l=R*3!Avb`lXFyJg;RNHafy~aCQa)ckO6AXCveh|-ZY-E@RZe02
zWujHHbDr1VtOJXjx!m%oQL5=xt2PL3p=L*IMtxVaTzPe7{Ae6Q3|4<E3zt{|N;4G0
z>b+d_9{%$&HJlu@z~BJ-g?M;o2>p7V{|rp0Klm2>2mA}4{+>LPe&HL?fAKGT3i$9a
z`n8__yvu)%@E?5O<TU?UQiV;#XFPNH7d|%mJO9Fm2~URT7ryB=Jwm_miI`-@;tMMI
zGwBx|obN{MFb6GpG(|=ZV(UTvg$IchzvzdD1H16cX9wBSS$sX>^JUy!rg3I3^5+lo
zFQihp=fpmw&%VOHkU|;ZOs6dVQ<Bps&hoF;{HqNA>BWDLs`Ci{LPkd}UtPw9=tg{f
z3-{RGolU=R9C{<Q#CADo%zJqI98vW>|H9UN7H=|PXZLDe<YNou9iD|^Zu@0FbvTz!
zFh*9+EETM9BOezv!<RvVW$8Z?)5`{lf<uyf%;~w|n)&I&w<>GF*b2cS1GwnwU<+BQ
zsVPNBl%lrIrGi`ftK+M}6@%A~67u@VlD$nyqCiRNJ|T}@w$}2l&(iY7%Ti-ZDMF$Y
zHGatZX_S`NbDWU3RF+(9N)iQ1Qojm$lr^U1jUTV&ZI`8#DMd(>qV53l=(z#dw`!h{
z_pmH^*pws+l%&2E^61z`%e!a3miM|W^@=G)NR*-u0`gkTXL%LW-&He<UBe?6cfx37
z2w%h|hr~E^u#7~zLqwxf<0u)I6Qrh(-a}34n$@g4+83G@S`|W*qEcOGJHEbpa9wzh
z^9vPl$722(c6W7RV@jdmk2msCt$DEI6m@!ixMp=uy~`~yX~L9ooBMV*C+=&h>(Qr`
z#8*wPk-w1|xFI~zDZM-)%aY4A%hsA@ey*1;BMOvNOE-oKwc)lxy<g7w3Y-C0FQ+W)
z)s+AA=09Wj&tm?g_|IYf^9ubLr*@CdUok(;DCpCW)%&Tw=X%yq3#KKdsAfyo6jr&j
z>las3Zw>c$TEvuUv|Q0*tBb03u0XNkO$E518km||Q%%e2+TzHxP2v0jM`HC`44-Tc
zAF{zX`*~+e_(5l^;HB_Qnn@BuLd|`svE&JU-#AO4={)bg@Dr-<iw#rM@U3*5xlADS
z%_xhU=ax&Co10OswuM(ZN*2JKj!nz;b((z=gF79B@vbjDB+<CjL1^6RSWmO>lYD(?
zN4T5wsw4yde;NMoNeuWChWNL2zLXfSCXCA(djNr*;hs)l1yv^o8?GGQD)?);`lwG<
z>m-Q)XF}jMO8;Hq22PqpgFT@w_5<?5{hZd44D4I1(4OfoG2l-aXg)+@z?v|EbvbqW
zo^TImq9g<B>sHXTK9WFlLU=x3Da&;oMBn@o-1+D(L1nAv`@(xlE+?0I*J$W<>TZq7
zCRuLgGrY)hy{l1m@Pgz`OB>QduV3sdt<Jw4E~s+v3K!|aT=e$FBdiJk*S%B2zwJ9U
z6leCPM<xT@`r5s5#4_gzX%7x`4~^{GIsfx3=o@g0yVh`Clz1HIKC4b1HwU^Yqv>nx
zxkYK>K6dKl><Lpg=bTuf0%szv94>`j3Q|fXXZ3BWO6JXJrIzN8%vX;!kCX^LK~BZp
znva=OZp<8!5~mjomsP#?hi`Mfl3-leD0yGFnsY&dak=3u%~`!(etv6DpkuMc#f&`%
z!i$52ZqgSsM(Zzi6uimRCco|>tzxXrk(UmJs|B12Oz3(N>QsDy)Tt)HP^ZF8YU2ap
zEW1G0*`w;J8;*u+IxP|v*mWq}!Y%*_sSmfQ=5$X~VBz6#bGv|kJJd7B+%vJvp<I0P
zcIary6gyg@2!ftU-+|A3C_K(tEUB;wG5;p)r>K9wPU|A-0<izEQIcUZYaKZ`J2EMC
z6Jx{%5JK35iT-W^F~o~f`~5ru^C@vVoasF2M+6@u=6sfV7Zoi(v~lXwS0aQrHey=y
zo`(ESiu&jX&8}UeJl~&|!nt;x`4YnK#l=ctM{3SZdSh+oO?qQ3?{OMt3*0P12X4%F
zv)-1<Co%A4MG1i~%iV07TbU^?=~Lpa-#d%r#TdMI7KiEVlhXZ4q+qwmvH`nAen^UH
za5P-qvA|w~7%z2!k1ayH$!9^}=)XKiAActNzO&Zi!ke!vjgMDK44%2olMwj$4xjaV
znBtN?ChqX@V{yC~!#;jF4)dZX<wB8+CYP^BVg(mlCcwphNQ!#$d1@>c7&o=Ly%28c
zoV8TphtO<7ehAHiz{M+WwqyDE7sGR%(kp$j94MidouzZo5)y$>t}7vMbFGzjDA#9-
zOS-wlO6}&(al9DAZXOhe>F<*=<VvK#&z24FvmcV8!motu*~Y?INh@t<^?fxw+gT}f
z<AxttuAQ}9BH*msB?Qje<}+jGWzAS_ob_-VFUGL5UWmgy>yz@*l}LfJEF0h~KO{w+
zJ`rx@SYSA7spl+g6HlX_oVSTbQP0lX#L=4+o?x*CFI=>!_Mh-Ndt}E2y0_mCS5_t7
zq6un^RU$t5l+39jAz9<IpAJ-1(*u!7g)y@lv`C%*Pq=y!93Wl2s^D#dHkDT${~Ipd
zv>lbRXIIUblbpF!maGTY2sKgFst#D_be3RDu})l{J+?q^0;|A<R`r~|k^nc9d#%C^
z<@ov4uvPlDGN~4uV5txO7akMnth)YAXO{F$yF%(rcKeb}2gw!J=%jua-J7k_uW!s@
zQtS@T<zLujrpx1hggZHnc*gi9Z{Z%HiEf?HI7L1$tct!*3m2<CT*qfS8>C?PJXb=J
zr({17SQ+Q@DoL}=8&&%}w--?jPmC_s^d2g2`+g^Ll)hgrMZouiddw-Orad!uv~y76
zPyxs44#*B3S*13d4%c-amuR^Ek&C(iIpcm((Q|)bMs`-<px^!bC0Dp#stEV*H17YD
zN#Xv__!r#&*~Q#Xml%`OnUBLuZTDj}d*>%KOZ!_2hWmdPkR!`JrCT^o+0`V-oxWoE
zle}7=@fKgL-#BR;M^WFSz~QZA3ws<Q*caZdB45%a#nGzzu;en1B*M9E;3rgldDGk|
zu+mu)8eC+xZgA1B!u8V}2Foh`MVO&qpxW^7v1^<$Qc)b+K67*b9%@7W$W-;eQ=>~d
zS&{$;xbq|g)7{wwq3JGJfCJoTzNLBECP{^P+WOUcp0-|MyyL^WB^aIdovZc4_g=<`
zk&O)X;s+NLi8Z=Wi#57YKZLGFe;01*SYULcxvTY<vzn?QC9A0#b)wT+=d{!bM!au~
zcwb^L==>ld(EmK?&vWaiR_nR-PfT%1JBT~%u(-nxKZJIAeh3e7EHLc&pJxY#gPTb>
z4+pb}b^B<yz-p6sxQ29zg)pDowIYbFMC2VdyLxD0b?T?^7^lCF)SMjlmS9{}v>;HX
z=NbqPv{D~cjdTmnAm_CkI>wnLiz0%i$Asgq;%Z5NV?**G?kYyuht{I!rZpx3(a4$}
zlZ8`5D}HgzCtHGRGENOi22Ks1Vj1XBo?<=Fqdc`npBh>{I!4iE6WbS3J^l=DOVFj%
z_=|d)x1}+-YjRRRXb10Rx)Mzd?nbqKeRhuXjX>&Mp)c0x&gE15t3MBKvEX|9gpkyI
z+!ly5cY6;>qi=n@y5=JLBZWkdlDw9TMvqc)t?p5hf{~7CpRiuCM|oW;iu-~K`wkfE
zROjMuWT8hnv#vdQlvPd@i9=`7T0#&CR}n<pgE&NI(pOTU9rjwQJCj}#<8>yZBp8h`
zx>k24*^Cj5kZkk?6tPAlv{<7N`XQz>vA~G??rU|UyNZPJ9IV+|-RibkYH_Q(jUd9>
z4~j;@&iy_r)8O_?aPp4qs~rmh!FQA3gBjfdo?JAzx2>W{Bl{My#pc~!xvTTFMZ^yc
z%_465(;KTZyDFwQ@s9d@t!{ar7;E43q*BxCmSpkcFQv<fam_}{BSC0+v$zOaURo~w
zLd#3bP0;d^>tsz=4NFB5jpN^yii~qwb9pxk(db$T2z?5@NeGQDM=dQKneX%yNZshJ
z&DD*r2mWoR&Y!-%LTNz-{ks#A$LxE{MC!S%PRh}(u5s=aw7MD08?A0Zu5NYrm5nq^
z>&{@=>Y552^f+FlTx7L#qXc8mWzdrAt2t{V7&~e==IS&bs{k^x&Zbdz0_`y_V3(9s
zc?;VVa+b*QXt4K62pa5N1fdWnU!cM6t{55b9F<gPuutUb2K$7>VBmaHLeN&<$klE2
zEyjqpN}lnxRpN@aYH>wd^+Qrr&(ugG#{#3t93h9$02#PTo$L^4uJ~P-;ND!_UY%P=
zpc_RnwkSb_v7M_##yHh|RHnVANigY@qRLl|G;=I4G^lio?k$SmqI(OHj#hiEWB}<s
zV$zYPpD772On#B8Z`W9!`slHtW#}g6g?A!dgTsxi9$HplueKV`xmcBrp;88$Yd0D!
z$w7ntf@=f~b_45z2D{;w1PvBL<&IjBwe~1U^XZ4x!MYJg&AX=(t@!FhvYq|XDonxe
zk`TAZj1&omc8}3@Q!|Aw$6O1m^YtRd+=eO1b;HcN<q8_+8!Q|R^PO9C!+fiLq<-3C
z43-UZuT&CisPDe0T0{+M5Lw}zmN<S}Gi{H*_$f((6^~@-ns@x8aD8=XRMlGLer9@j
z{ullQ&;O!5Uq((+P?Dsn!%ge<Op!+zz$~S0XMQN*uAAsA^Sf@f%h3<Rx4=4=Z-I6G
z8f{8PWOUc5K)sy)bad4?a#spunx+EIUFa-^Z#Q*Wu5UNx@4|-}W4fMhQk)qVqdzmv
zJ&qiPtezRWw86L>oI>`eGPtxsV(8%5T-vBwdl7o7aX1YbCeJJRI5j82%WfPcRpeC<
zHZ4~2FD#{h;$K)<y^1Lf|7px|jGjA>y-A^>roWcDqzGF@44+enPZ#Q?zG@K}Qglmx
zokWsPwZAGd$?3|v!tVC#yc5>aodlTOkvmUSACR4?^1h8!P{VtS8mm_C$*I3-L&G}i
z>Q)r=l3t&=7HJ)M-UefpTI%Y^QD>&$uFqT-N(l88=FD~GI(_CkRiNpH&A`ZiRfAuL
zr>FzJv@D{YX-ggB20@_@Uad0R>8)R94qk6=7dhzMB@18?yl0(0UVK<$aJ)zu90FEt
zd|gfFS&7COBcXA|xO1I8crB8W-pzSml7as_hW}R*1O9~J<4g5GR-{;v>H%B{=yF}w
zeB?N%)OuM{eBA1+*9upW7%(IZ9$t8(OQg2bNTR`-&@O8_&ZXC)YF$@Ioxf`2HBJvn
z3$42vA?XqWA%wx9?zsx-)tqdJh7dvvA!Svw)+3|N0!aq`a}57g5(EB(0sj;Iqt%?-
zBpUn)?efQQ_oSYYZq5Ue4E*mi{GXN>@Fxs;y@EQ?KdZX)ibR7yp<Vvi@kkI)s`>Ln
zqblp|=!k+jw^FUDCg(;~btIwgsB_k-K%dBpK1`$g;@?;t|JOag<=^%$7lo_cLr-FW
z+f;FW`?pluJHIWm!JOX~+aO9{bF0t>{rbVV&qgH&%WS}YVsR*gMJZ{a4{RHC8`eXe
z862&pPBe>VtAT^))b?-k7fx;KFk3lx{2}$gsqHJBGe2}1OYvArm7G|Q?(+_gw)EIK
zR$-jY-Y_V#klv|VHZxLI9r~(!6}92L&P7$H>``sg+Q&qjBU-C8L>~=DXE+0-Xe76H
z91`j043}WcCkJd$9}S7LunS-Un)f(`-SvqIJe?k?YZuT5uAXw{z|~eRGnyAzdKs&V
z=<Qa!ARmL@K8&WNw@Pg=4tpY#5|o5Di(i}R(3l$?7|6Sf@Zt$r;MBWR?@T)Neo#us
zfzk(|NE7D?2}bJwgBx_}zg56~5F_v^>rzp@(PLOu^~SbPQB@)wDQAnooby=U%=R`I
zdHILhrFU^Yl9G{^Pm*<rdVVok_?AZxjg5XyTagH`W_zw`tV$IuP^^q3!4!a)sDI9v
zsPt%NBoc7)ZxoHm=lpUBJm(#-mzO0m5iUazj7Udz56MglI4vXv)*DSW>h(qwiSa&#
z)k}i0=;*#tFFJZNMl3pH<JQOQ#2UwyS$-aYCMx-+NTxI0j|fg7=DZacrJ{VyKJ!Y1
zU}a<JkClxDxiBR<#<3t+QZ(GCcQfm4)JNy*dZ&+Z?vZN2Np~72-6=6xlszpW@Xr%I
z6P~%O3B(<KdfU&7KKTSceeOpDKk*6q@=AojPnHSrlLf)|0`q1?QymKoXYIC~b)@ga
zNV|ZOcB=?ic&p;AI;1K}424w0X(1u-R?}PU3UA32my9an4sZ2|<HZ<0aEwSy^@$_<
z27E#?uS5vEWtjkP`5`GPZ(3xzV}a3U^`9PT;4G1<aGzxp20D)@qs~r`bh5$J^Yn8z
z%A(xq*fi+0&Ya3=YlHFd$zHPew@?|ibO>cg<&DqmY}4R&gQYO4x7@9ETS!_G-R!&~
zwLtB@WNP;%iSas&GZKs{{=nz`kD20<RZJpK#lOb!VhmSt(M=-gAf?bIJCKr?;&M_@
z$Ce?eV?QKCEuA0f<yc_2?0KKdHY|ud?R1g4!DSsb=?2k3Vmy}(lVBJ##AnQi%Nj!>
z;IheaycokSyCDv<&?jZ-l}LfhEJNTjKO{v>nUQ&wV}U<f9Su8sEH$`ASTqRhLu;Z9
zec)$?)ltRQ(nRTDSspictn!F$3xbMjyUC92g}KqG&bt;XzP|Iesi?Ol2L1dw2|*ow
z<MZBmrnqFl5qH#4q0Ro_WenF*`8Z6O&30H<WQxm4K^<8(ppGoa@omG(s1r9wYB?5|
zu1NK9+DkRyV~Ykpwjl8Fo1TwxqE?%RH9k=*Lt_<h?k8{57cAuTM=#+&T}^vG7C1nk
zunYDspr+rPS&9EW_D@b#=O(EZZ+MltQ9xodspB{HsT^Fq8DAz^f>{YZUx+mkK6O%j
z{J1F-#>^ab{kZH|O@^EM08E&hBruzEdKV~|Z{_Bk^hI=h%)jkrlQ;7-9|v4wDMPy<
z!xrUJ_4m-Nzs%goW>w;#UUU0qbmr@LJ49iH&lf!?A(+fPKoFYDwWp;Of9kN$x=7vN
zvzyiNt<mnzOOl$lIPs~&W~$BlNM$E(X68IEsac^E&l>aPy<?ko?LDv=A2LggBRJsk
zP}9dn+9*6>YT1FkQQIwA|7sf}wSsSN)*rHZn;Bt;?hpQj9lAfL`uKB)?RhDRiy?o|
zqL4p#c-5_mVnt28BkHJ8cSM^zDO;$ByL#m)Nhu{Dt_Mr*jHU*Ywjf9vUN%Vj$AUyP
z-yCTwR)^*@f5n9eecDiBS9GG&NP_hXb9av%<g}DvtPUG((Webo0smspd^)ebER9eZ
zA|VKsfdmnua&&jJXK?fub^Mw1PR@0b8lgg;JL{exO2$gU-TOz@axBQn{Uf_NH%J<6
zt<NS?_NO;duiu-V@_%C5ST)-oDdTLu2<NVsW4i3YXq`As8>uDFrB`?MUxaC6HEnBV
zwaanl3MoVFj{*$466TA9S!6MHbOX2en~EXm=SdY!#i~a%6&Xct{av_&nhN<e@Y1LT
z<z_P@G?fqd7n;fk6vT;}N`YN*O@%)J*}2ShN$Trq$)yVXNKDk}+pbS@e)cq6hh5E-
z?*+uw<!HU^)Zkg&XfEHg_Kh`~xSo{-yFDxazF5y{zM1%)rHkxY7wwKLc1qqRT0C0W
z_5;ybPI(DND=T@MZe>;he=9TJBy?nHw6azbf>zdoApTa?<2K#O`bg?awX$B45UtFD
zpp|7y8nm(ynR1C%X0b@f)U>j>7vY?!m03*D$}9+JYFgPX7h!tQR%Y?x3P};I%zWkX
z8g=p{-HmB+o4=76d{a-TXk=D3aw98a2NSBVpgKRIV$C4=6s;`8oY2aS@h`NpW4B$b
zl@&XXu$8@eAW}K_&TVS?k!V%tT~9aDyxtZNH;76;Mq|<m62zZWlw*?m@?a!wK!O>{
zJH*9pNBsL@?Z|w0@=YOBZM<r9Ggb2O=qTrV3(PZZY)Squ!Dv6<-==aOh%~he_}h>9
zlH+%>G`AnM<1IY_LenX$T&ppc$$K(dD_BqIk8+-SGFs7TOa!rE9POuC(N@jXUxy>*
z6LixJB(-lsV?GdBN2$TvhjpVzlBz$R-bu`748F9-Ld1_{20Cf!MAwFo9->aVz0%>+
zo*5y0viTRnCtF=Ce13d5a<gyl%boQ3Cq||gm`CMRsV~}AaTa*WnE;w2Ag&t8$0>lO
zlc=}=`tPHWDhUE8H#mCCW;cM=6UU1MkojQcOd(WHbDlpE>8TE#=u}u8Jrc=qHcJBE
zOt+h!$ZeD)=veQO5Jbm5f{2cF+T)Sh!N*K=Jo9*@lJm4Ig6KFuw_kJB@knNc1kv$?
zr1nLJ`Pk&6#GS|ReR1Jo2=;h9M0i-nAUvdtTqC+XMd9&^36EEp5yImF|3Y|N(BY9P
zr@LHu0OlD3XvA~B*ZGsDhCW7ZI5;(bY>G_$%*@w_CIDtCy@*A2s_Orr^#Af_FRKsg
z-^3}r)g#A=toZC@{;m4C+GB5}Z>4*@lG5kDYjv$s0s7=+1=aa@q;@yF@9-RD?U`^g
zAL#TZPNtAt@{ul~qWSXm4QNdte{tl#*ateBO8FEZ@&la>ji!IRG_pm&=_o0En)cC}
zQUPeXGbL2J<z+QBg`}oOE<7J87)a1&Q!9;f)SoX!N~;r#DrGv?OI>h3W2}H2Y5Y<o
zJ>c9RK>9+}g01>O)m;3mZ!yY(sM$G$G)ICVl~je~4*Yi{O|>~Us;nc4^|9cnt?F>&
z=;Cs*C2-E2EEbnF4s2CjUWp7$o5K)!)|M?b!?nf9yIK}ipAxb2u*BiO?bYZ+?;LNm
zI`IN|q2#|Jh0TN2hh+iWk9t``(CA+z2sL^#4fmst6>U4q`A|~PURvM4R=t(>o<w-}
z8NZicY}0(VRUcRU$QZG4a)AGD&LZ`3#d}-z9Vv@7Hcl)EUT?J^*!_5CtL{KvBze5s
z@f`WQ`p}5eXdB6Km!q(=K0$<?z5YWdAzgh`=4w<&3C7k~#kV5W91DyI?}m*Pil~Wi
z(Y2{`Sp<7G7B%*6EC{r3w@qtbe_Kp@T&-Flxk3B61ku{#YSns4fSGCGZTf0eyo1+n
z(|4;@8DVohVYq^91qnJ+8H27^+^ZrXxK~w}#iKKQmVco$eRkW$#@Z_B{fns^-t!N*
zNGj>_NhC!@-;eZk-j^nEyDk2XfY6C|{fW;7-`s{K6})ww8udY>X7Kzrwc>+Fjix^k
zsXd5(#f4?VdP{KAk6w4KKf9c2_D7q#s>_FwYn)#tfllSQYgTd9kv^Bp1hv%p&m+kN
zg4=0wa7(FH4V?n?D;8pW`mR0;L|dpghUG7&aQ<FmyUyo1&y3xe?|LS3eehSR68ea4
z(odd9jBdA;O(~Wl6@~Y|+NK}GZps4T^=AAFUT?NNf!C4BLtZbeW_(PSFJ&)E+nV$U
zIe9(9=`Hm~N7+L{l0S_c3wGHq{asm2{wz`?IC8t1`x!Yso5*dak6;GU>D?qp+&cTG
z#l%I<cnKy~FAq-Ju9kg~Uf-D^F}Tt&WxKf2u*kS{B$K%=?f<XLvBB|#VV92a7<ev~
zYQUu<wriK(!PIc+PW}a#?!2f=2Yem5#r7udJXQUMx{@QFTs>7R{*ZvswTp^FddF^D
zj8@0Krt5#Nd>fhNye`P}Q1tKZ7>WWfs#3+GgPqUg2tL*X!57J9ewM(J#NEUTL=YRN
z{`xLbMGsMuP7hJ{>-rT#l(U2UfFY{P4)xvnNZYg*SiY>(LsB6OQH3Y;zsE`Cl5Ura
z(P`@Uk<(5^3C0-ITtd*hH6e&r+j~L0pQOTh&b2%AAat$7c!N-u1Y;1&+@S}d(Tov;
zP#ONe8$HO-A=cQvw^(BkvLG0QEC{;s9y|0gN4Fh(oPEgIDm8)Xn~mz5B?c!P2P6bq
z-%DEaVf^eJ`Y`@}rnsc`#2wmO+)u6?UN1>9$3T|#NBXsnMF$HuY6}A0)ZuE;Zo$qZ
znx^G+VSxVIMwR-9z7W=MhaOokNS>&@a|F?~hZ)47zamqeLbr=xASyGm1|@je-;p7X
z1%WRA7~$t^;TRYj%kmK3fFN2pQggaV0t}4gMx^G%ReGS4x=<zB9Pcm%+T%CgOK)&H
z2ID|OEr00;bCN7SVu+M&z*PW4B#FZiIh);to@F+xgq~&g?Fl+-Y_D%!*gsjdDG*(i
zpnEA$FuK@TC+))MxJEz<s*gI<Y8$(GHCpW|5G}6G7wxdh*(b=*y##h^v%AzzsT{oH
zcJVgs({ZGa+oaz6uy4nap0r8vM(o)*s;_J+^j?-BT$i`sE_$z84qZ~i1Y6Rf_X^yk
z4mFP6AUdy<JIK}Oyei+JQj14>q}|Rc$j)n})Crx}x#B}tIW@VY+j(^@K}YZnEeL-t
zrsf@bAJd|xeVAUV%l_)#y*K0iy!GviJJlo;bbfs#1QFbeAlhnlerHa$o9~R1ROmsn
z@6erJw!~29H^x~YA>4xm=;KdqD6sJc`69-O-lH=A-|G8_GkOn;Gx|OYLVaHub*#+L
zs~ro>O*Sx+1-4Pmx&?{_BX{UKJ;%xpz1?|G>IOURH+I}FG3W_jk`UPOytV^Rd9Nqu
z^VOu6nd*}EkObIcNq{{T1n<mR5SVhG&lG-Z_HU^ftoZ#7{V@xP@J6DPog$dfr<dBP
z`*hcevP^MFD@X#Y_+5&C6&3`~%vumw@r%!jU+HA%j+}|Zojy`En9_5n4y>LMgD+c1
z0IZ1ktjM~o6~r7?Sj=ICACjU<?y8jPSYQkX*X-1TE5#L`ZwEqbTDM>?`Y$i|y5FIP
zrM;H6oV%7s5Z$gYEID@#?61~e6U7Z|Z$x@nmZNJ}%^V8?6%Oyz!(pD9-iz85a&Sm4
zMx@iSJlgZAm|QH?ev||lkthi8#%z33Jik*f)y^7$r)+^(u323Q#v<9Jxh7*QB0(67
z)^iMDEULSUeqk)CyX#_O(H-@o>k|w^)9Obvoi1G7?Iy8i=pZ50&J6Dpo8(ScXDW}%
zafV9*T-hG7OK-Id#J_s0MY4en0|*(L!VYd6t*Qn!%qr_hIz5HGdY6BfWf4onD6nFe
z>fR*UK5YO)<S5WqDuq$tM1#IJsekv=;o)VdZI*=CjnCbMQ6NT(0bpRw!QMX1TxYc`
zg>L^L2|<_~A_#>i*-7EK&H0xkK*M}~7aC^S=LM!<zAgEX-=PA{%8qhQ36w$;eRr3h
z@_xt|(ZQ_X|6AQYu}9OC>=l}(1^H-CR!7Hzph+AjFYw0gA(F?<@F3L!@4J-CBROt>
zz|Itc#O!RPUavc9xYN)_WoCzUC3yGQ;jJAD0>QQNwBVGym|(QSA+jt44~z*$JG@R3
zpdDV=rQ2b=Z^q>5c9>;^4fKSe4O;b!HYfwiwHIxWgrE&x;0iz++|G)i4Q|g%&<4Ry
z<^q7-dP*+gM5yRSlL$pW48OZ${O*q9*NHMu`1(fAPSMvBWb1@FN1t<!S&rc^#{Nq}
z$d@Kt=UATpV(e2AeLjEI2sNlsbe`I<Ia*Mi>l)2)K9B_5OO%mCV9%*Mk*uTs8e_U;
zPJ8(-Pp7>Ec8gF#Mh9WMJe`sfjf@ULBctP+JdvkUPm-bgskK}4Z!Iz4PZ-YAak@(k
zSQEx&jbxonNdc}IhU-L$0awC!$vX2T8mtNJvi2qG+$w1yWStR`CovF07%y4peu;(<
zLJJ`#S?4852L8_({%=bR_!GuU*7-!D!Jp7Be=k|*Pe}&;ziR%f(@b68U`;?TPp85j
zQR!e!XqPpX3kgCgHd0WY&S{E0ou?xS^-ysnPv_|{jUFI+vN-;)o2SFS?L94uRD0}r
zoB?hZhq2@S3LRUjX}3n2siWz138t^K0UL=WhDPTGhwb4luJUT<&}eCAgrvbfSNa~Y
z&y~GLZyiEEbla!%jvN>k?GXs}B^1(hW-<#os9h_0dTBZfBv|jud|lI9u4Km=uKSrw
zi%%?LC%AeKUQ^VGI;&#BO`?uf$V=4OA%%O1I(sD;!|D#=&WSo!fmouBdU}zL7?&0~
zIu@-y5cl*lIXbppl%o@TEwLRYHOHoprRJQL3gd*;lVnnJtde$WPVj7EnI<F0Dk(B@
z{*gkxjGV%IMF1ir=N}5Kp~EUURslOBCs=W>xShVM=-7&C!(UEebz)n{QBC`eOtA~o
zL?A^WImhDZCFeAeN+3Chl+c0cdB!B?SoU#pPOux4X{Pd$N+;{=97%%_g18_%=SbP{
z(aeA|NXql>^o1lC!7*sB>V7?Kn_30@!C?}5q)@*8X<p2nBboACqR32w&?M%R+PyoP
zs<P5Yo>#Z5G!e;fy-{ZKEtI@*i!A8fG`~xNF-_Y`_Vc5e_b^6G(`0+s$78op3Ve->
ztDR@!crb=<FQ16Ryhhx42k}Xw;5GA`S0V+ILCXM41}zBEc`OL#WNY^7CECipBAuu3
zogzw)=VkS!w3@)AVU?Zy5`mR}s)WEl74NhysKOMN^i%#jwVztX@nQ`7sYe{9n@>uw
zE0F>}SvJ5=7Q{>EvA}RvzB?^vnRK2-QaMcj=NWg+lNhA)Y?KhVYn{)KO_w!<xN}&k
z##_wHi@!_6K=#xVaRQF`1Uz*m0^li2eR#?bF{wNj*h}U4(9(qy7c4?AmB#`jmFK)H
zic}tp23;Idc`PtedFVn4Qh81+j$UI6#7VAI0JS>Xu2qFBo(B6w6F{Zb*{9n;9f|Qe
zip~;@n(aV}$fn$tDK6O%NCY~J5pld2!_|9z9A=zPO3sx?LG@aOpnClflf`3!;j)_h
ztcIYF#j{K52AAzHF54k7p35GVV7TnC&zMIqYYd5i%U+G+#Ta(k2XUD9d{Rzdi4?fZ
zG6XL3LrfNr1x6N6;4TqR$ZNA`5YfouvB9w{o)lT0M@z>dL~L6SRMb{qMIno)jm3(y
zcv{}2W4ooqpnvZ#A*iE1ciCY*kSQ)1*2EokG%k)8W4Mmy#9?Ooq|Cb#DX1gM2Go%S
z@v?X<FtT{IOEutQiv~WnAn<YXyJC$2Sv)If=;r;EnKYF1{>rqyI*Z4ev0!O`;_sX!
zRey7IxntoHrt*9$b;H8^BLRs`yEv66a7rcL7j5BSMuJS9(|Ky(ebGwA+|-?(d(_6`
z(Xt&bldwbcII~PK2|FJOk@_|xC+awVNw9B*ZL)QKmn68un0&Wv5WMSKf*>?gTScp>
zShh~}yLGls9Z5}FKr&k=Zsz6Gl+?J?=9yx$b*kR2YpKND`gUs^L6XNqTwk>8z<!VP
ziK{=dbz0u7Z@0E&M%X?I^Dk^4h41!nA6-jRaNh1&c6)SPd^m_~of)29`nE#KQ~_}{
zK(<Z}N#TpF@qyr`=a@iHdv`{wrg<(fIXaUBW09k?R)W3x{3Z#;e10wY_`{)<9IJqT
zK5ue#R>{%`ki!y!ZNd8qA_4?CI>#wMI7jD2NsRzOj!t}RJSPcp(cgj~d*A~}gAK>G
z$dp+2!2gA*$sYLOBAmPGN;3NeSU)(HUdSG>AYS%B(R)Nw66%`lfy=1N6;g&;9r3`H
zgh|19#x#)o;~Iz|xX&}iG?3>yB#Bl-kLB>wd@_jK>O+bSxfIC*Z!sUVj}B}H+DC_b
zF4jJZr%XhjIaz&pZ?s%|O9}qC1v!u+RcEMl4|km@g9XIZ38^~$NN%DQQzIDbGB2Hp
z<GImf;tUX?bQ?kj&SVKj8$t%oYzamintYFLLskKQ8!{O<IkGg`&?X5%8`?k+e;e9+
zk8VTvNa{<qp?#7NZODS44Lu`i5R{LSDVJzN7K?;TO&faqBAgSoA&V*6kOlGD&^H%h
zdeJsy@$t7IlVP))Eas`ehI{;jj3KzilPU%os~))#m61_o>d&O$kW<l$9%W8wMOE%~
zTTzvJFV>2dJ(_5gLG}&j54%}7t(ld(Uy7D<m4LW`ge;sUBr8$NsZ{Jblhqb$L6^?K
z@mi3{!D%K$iX5DQ7C4rJGeUyVf(G8Jb8xHz{uX3%aQey8XhE|j1TAO=K|~8eBF;_s
zibR|>vIv@ymxvSJ7q67mzPXA?v{_EvIgDo9>klJCFxBIsZ%!5%mz3neOiwHw>6(B%
zoUQlj7~0B35JN}#7kc8O7mcB%&qO!)`rlX{&f8QTc{u8oPxLMYqUS$CCszZc;JltF
zdL|u@)-?TYji%pHQG0ja3lx)Ub3$-Wm}_%E68Pq+CfDYiBtZZa+%MVy0w72b5dg@w
zDZ5_>0CH_A$sz~<FV`kM0Ln{hUjUd?niS&B0TA5p4*)~(kEgcoN2V>xOb`LmL#_=-
zwW+sXM?gK+1racSe<1<}>_;ymQf;oKxk92;n<3H?a#a_RYQtsRuEdBY045xXQf<ci
zS&3Aeto<_8W`?BnxzA+HPyr;c9NHGDSf@UvF=XewN}o=k@A_RNn}wDjRbGvjOR<$s
zkY}@23TKOjnk$W(I?raCr1Yt2Qf8<CsoA{u;49M5^<E#71*CIzEREIi8>)xZ-*c}?
zy6r?XH$huHaUwd}c}{A^&D42DLIQn8co##m)tUcA%cw5r+fR1hlT<h({O^8!JLJv%
z`dbCx$5EW~C~zVuB_S$K5`nopvQXb0lqC8r@QMBU+6c}9`F)C<3ipvWaBZa8eY~<Q
zr(XDPv|idtmM@Rlo{|dT{Et3W;Lsy>nT^!>vwem*^_Y=6;Nie+ai_7~^$?g}$*C==
za7U!0gm5QOq#Z%1lQ^lW{}P>`keU;cM7%*37`ml;W~wt(!o90#lO&k8UIG);;b5k@
z95{usV%wz}|6eX2f<y09f$zeVlO!ALhgkA(FWQ3erbb{ei|Q5}aG$;weWzqH{a+b<
zp?IEzV!P-u34zX!Xq|BpaM^wOP~!=vx}@%TbeE4l1?E^1pu8WFqHr(T0>c8jTxKl5
z-Lt;xa3M0N-F<pf=IZ<OrI)`fg}LH>CkQI;LgCET3OAxl9}rPNwcAxKy}E6&BnicZ
z=n@iwy`iK7y5s)c6N@V^Z6zh*r8Pl3vB!Q5_q6!aDAFrHP6<T2In`KatE&4P(3f6%
z8F8%-#H_@n7b{?~Dw8e2ZFso!LUn{oFUwd6MuKImD@KB42QD_BoHC$IvikI^=&cDl
znbaW@i>L}eQ=?qGsQ*}JyEL7<o8q?#NI^B=r|6fe+Tb?JoWlaH(<=@h&>hUZ2gKdy
zm*dD@@W{M-&mYB+ec+Md&hu|^6hC<s=&meHxw`Hlg4k6z$|@|b(teJXR(U6T7t_6$
zETMa^jR*X_SJi{$VDw&f52}y8kM>Eshc%HM*CweNI<C1tL~nGOa!I$l!YVTF-F`(?
zqaUN$&eal!iEz_{dMRm@qKR-XW#uB`RzV@UpM6&e%A4xsIE^GHba%rggu}OJIzhBQ
zyqnO|B^3??CLh%M%#$SsH=%Eq5bQHACtvV6>ng^G&Y~{=-->?Xiq68~iq67<c(<S}
zFxqL(LA{52-9d2!`l!?i`afaxe?nr=@%=|ap#KTdpO1fbkk|Pn_id)Qq#eW^c39kD
zhXujyXA1%ojtCR@=5w+8MQlL(LicO$7m^rnys0X|Fd_AR+l1;&aY++M1Wd3*zyu3|
ztIrk$Cgi{0t_56s9xl~_9YaXS#As@gM4%FKBm@>*=d)naWi4RlJn{^YykLPJVy-<~
zV3;w`GXn<#V<`f7_MT1=!3P3^4(hSz0Vx8l=m0@<D~jEFcAoc9nG2W4Bp8>UEeI5O
z`hExw98k-e(YyhdpGi1Ipl@V(2>&uB9G5QhJs{!-`!^KHxcnU70{^^Uk3YW|fnVAJ
zF$P(^2*x1UskwGz3?e}ogLZI}!5DNED}yoUss|E`L0~5@cY)n0x{b&eFQ43NE?&|P
z!>>z>Uza$3bn%k-@eB0Pb*gH~%zvlgkpa`qg7d(2`UU!d>+}osK>|!$5Pq+8$8!1e
z)nB%GF@13RG5$E)>l@UeMd7MWR63LHj8zH#cLTmx-f`zL(kaYn|5~I2@zRreeyx`l
zAAaVQ_iE-7;+WT@BPaSKeNSed8)zQC&hdEj9U=Nocy6G@X8ugLU&cOqP*QDd)j7?X
zA1CGDt&oxm6Xqs1;Yg>}qY4MAE#`MA@wDf9{)Lx1ck{2k{O8eI)%3EN1FvO2Q}}zY
z9;9je`Q=TrU(|s2%!6Oy0(6+G72X)9u(J;eSJrN6k;pAZ-&1`50QVQp@h@CQ$j8UT
zLH<*AAM~wb^j#I(Iyd_A9Rp8a_1@K^suu3e+Vp(jwl<^6)#Kl*a}LnoRXGRw@9fwI
z3VJdbp6rj(gWvc-0Y#zrfr4`tGGARHpY(^M9CBO^9yk9lKedHuJIJ0zr7h-1;_&ca
z5<d%t$KB5IFT7ZFf}fqi<2uv%r3}21Qkzr#^Yfqn{HG!R8O49_Qo@oqIrkYU-d#AK
z6uHOu^Dktn-o$BI$oRUNFHYmy{}H};iCdjDxeX#>9d;!u=@cIh;y5#h&jN6s)sOcx
zu}|NG_cpNa_&Rnu?rlu}zmZpRS^Vc-{<D(*Ji&jkT-?ahB}~0eZBU1E!}Hb1%9*8t
zM<3v;A<fj8w>p##(C>-qWrIY(O@-Uz^xSaGAiWisoSIoN_|UCfaCPv1Zke-XlY?)Y
zLWD#iY5`mbuiNDom^5L^xXpdj%r4d1^7NX==$!g{g#zCjW`~mN#uOj|@S-*g1!(U9
z3Y6Zb6>tt2rCEWZ^dHumkSIhE?H2mHYG#d^+>vlIMg*{z$K`OtWDr7u+^tTW9niEi
zDi`$%CzAivg|_4Ct1Z<s_c$#Nk^9_fCGAyoS7-jHQ8;jjC*RG3H||%b*N1CX=dgE;
zzE&8m+bpqF(`)2!qy}!FZ}tt0<9K3YN}*ss!}4CuGDx=fubG)zi>s45rJV5<c$cPL
z&Xe3K-sV5w@t>l^ZJgRYI)BCd)C4Kbzga)^Q_ajLoT)J}6ApQw%y1?N@R8)&nX3a9
zNFTfwtDE_`4Mv7|%X*n7o!x?g{wl`35<<hLxo5wd45~k@Z}B?>x}Z8!w{}}~rd?(W
zHLXGB7tT?E)E~sK$hixA`cOf2@|HT46+VdZmMnmsmJ^5cMfi^;23N8P<6X2rFVVP?
zO=w)ne)W*JXkYZOTi@(9zQ|wju;yQ0V!)p;xM*KnV!)a(E^A!0?<6U}wVmPGPh!B8
zFy2M`utbA3p<UM2Mf=i4w*-+>lP{k-e0WN8XQnI)nNy9-WfB9Kgz@g(ua{`ZB(#ue
z?%m%b$-w_k!~ao<0e`}H_wJvUXz(Yr%ip_q|A8a}|91`lZzKl%3FBS9|4pL7pU^IU
ztX&htm|nYf{&Hdib-rC@qXNe$T-3(F&8j+*ST9?*9@1Yls`lE*-fD55NRd8FZI-PM
z(l7q6dljF5+ne<i(DsUUI|I<iP|V?z8I72W3-Lag(fUF2$&5A<k9+qmAJq5mS9fWa
z9PIX>{$xg7Cd2xWw9uc-__S{AR<ZWCKn?2Gp-`|9k>f7@P^On_?fO!VcNae*!Ppv{
zk~h2uJFW&dYt7cN3VRpua~|YQynUd#`e=WfHfa-LGR+lytC)8Mf02}l^*z3ou|k5e
zv|mL0`3k;Oz`KIKcx+~|Ao<y)#T9&uR-cD?dYLQuwqBXh8tTs;nKuOQznD4ZCca%P
zb`$@Y)SLIfg(J*Oe5<5;6F(As{bB;mHGHd>xQ2g5O7yPbe<{JZhJWTkeGT6#;Jb$Z
zJCrbw#QQ#vVU?rhqPc-@fxR2}B_9%@jvM$SUx(uaRt@23Zs1#{;Rb%qhxClVyMZrh
zFoh;AxPh-056FDeX)eV<i-9HEcW~NDFtlj?kSabXGu<u#x2+kJ8Fl)~0&p7@zzrWu
zf<KnbjeV)4xUoOMV#<3-;|YQ>(0qbpg`~g^z|x2GPR3G+@h+BblVI!v+(s_r&7>WS
zkvkadZPQuc(oJBgsy;2Vjq_j}3zCVuiqFMijuCU->A9aMc&F!uD-aTxky+WX)W;r!
z1;Lel3xZYs;)nDu$%2Q(mHpqPR`Ai!#z#L(47N#1J}jaS?r|QrEl6gHOS<W2?WVeM
ztVk@})Fuwo$|t1V6$pWwEDPW!3*z0_x4`h#54Nw&js2-oH#lqJ!#bcQO3eS`?8@VG
zuD-wLu?=%EW5&ob*~T7&l0AkHvP|}6=2^x%BuZKkzAaiL6t_}I-|Abb@TEld)VEZ&
zk|Lo}Ni<r?_B-c&KhN_y_wzi1*RMbH%sJ<tbMCq4-2HqmZtUMDAu!fVPdy&ER6YE}
z9T#AqiQ&Z<z5x414CXbDlx3GA1v^((9bhgm#JRR_f!%BSyDVM!+P+2TUfZ|8xVHbD
zEQ)LU77hAET-&$6xVHZ%)z^N3!=l06TML5r9lgqq1>D_Fe@pl`nzzzhrg<w#jN4x{
zlVEORU#6b;2<@2R)G89z*D%$^g2GQ?(9Yex{D9$h9x5^X&`KORIhP{`Ep1f?E$xLk
zH~1|u8_t);f}PKPL^=}O;-4=ygz@G$#+xHCuJQgO!7$#7aVqudB`ZZ@V7!f9etyQV
z@pgJKzE9&w+I=~aU_PrtFrOFV+~&8yxXu5Er3%N0MFU62ZGIaZz0F_ZZRw(Xo8KaY
zw_6Z2+9Poq4LAB5TI~2nf8Do@$Jdn@^!^<rWY?X;didV9JO7SMa8W-e=4h%xk`?+!
z#&A=OiNTEYNEv%MQmC1#BuZ9jC96*EeSQm!`}~i}qCEFi77eUyLC~jUydCXRuzi0A
zjcB}mKaz%d-oDRUY3}n|^BLUT{&{N7EA|Q??p6N1QY}6KP5oRzqVqSr%CX~ZbFB`m
z8r<dIv|P`5EvH`eE`Qzs>P@fZWVE^X+Z!|?bf%TgRsLN<q`1moAi<s~x^tEPxFo?9
zsbZ^zH{&e9M-ZCAjiCiv^eTVqYIBvplBCA%s2Qy)H8Brw$i<tv1f3?Sac{=0igT5}
z{A$xczSX!LB^DJ9!Ffw#|DY^o)d8mm(jF1ragD$3YI8NJE-Qk=h@SilhY>wjo5P4P
zyqLwK8}(@(&)4|xy+5uieCa&ULjQmCft+e;gsdH|$b|(Yq6aSX=a4MEU>V~H`psE6
z3I2#1d|Ax>z&Zc6m*KAMoGbnTA<no#mj`qDse2^Y;|9)!{V9?JZZKa$;0BKoM7Y72
z$NJXvzd)^3Z9qNU{^6X8>OZoG>kB>S_DwStm2-3TqNMitf^#YTdB+zXi}3}AV7BCu
z&Awn&1im1R5~%>LtiR>>!duJ)zObKv!58)y>I<Jfn)AA+Ti}b5>*wU8`+r-lzn+s*
zL;WGuf+G|NNJI(TQ9ouJp@MV-QUVY4)YKDGbF1kKkI{PHctkDTcy3PF%u??Z?h4LL
z_2WXIafPSn=FCxLsbq9p273@Ep2~e*rAaXM70SM&yU)+5Z5Qya1)ZDfiLx}D=Nbut
z^E4%ha2{lPT>p-_soqUe!*7u75!-!qk%YKZZb5KUJt%2#(mC)QaZ~;O!_>K{KDiLi
zS#g}((hE1$Er@$leRd&Cotx^HP?sAdl{#i>RO~W17tuRXjcJgh4XV)QoC><ny54oG
z!}uP$#!@)K$7)IrpH%5cP7^wp)yb~7tUi#rAbvLTFT~HrcM9uECoGEBmx`3Ay;3Oz
z&*uUX@giJP-$7F1_M)XDDN#;Gsy})*=Sne@IG53P3C1Q!@N7|m1S3c~@UumyBp5+b
zKz8PoD64=sNSw>)$7N{*N!l8+R%DA5L6SlcZ;;ekV}hiiq`p{?)RTk=5(|PL=_qLs
zB(2t5G)OEKahW<nGN=&F@q)x+iXgEdZjg*GglVBcV)5|?iF3_9gKEq(!IU-LiH1Xv
zB&8xctTr?g4biHRw!<xavL}M06*EC_Ea6`WjwNdf3yw!#i5DC(nH+1RW(bkD1tg*e
z-^KT>(8-_XG%b@a#}}S*Hi^zLE}p>Q_ASo6{FOqINZ{CQfuji=`y?1KvwMw6;IImK
zW5&6^zeAQr%$$-C#LS-r5ix@Vj)b)$fuqb?5oQP+H-RIzdo3-gJ+l($dVUGw&W`hE
zjN>>2zey$GI95gAIMR%f3gGg7m9@rks<0w(oGktY$H`h-nB#0(k@H%dSqYv|8ARpH
zGb%%5<={611SF!y*p)d|{n;dny4JY!k{Y_kbC1_dh#VL3ilvsWx+<qk<}JjousLcM
zGpFt=B$_^V)~cLa)g%e_%u$_-{}Uw%yx~C!fj8Vw5aA8T=6KTa24r(QD~rGz+-#0m
zZ+Kc#d%VH9=fBYLhWpogyAg-rUy=vB!Kw&*Lse-MrvlXG7}C4wnOC&0;$P~x#Zu-5
zx7fwM;1;`#TU3<`7v|#LtBE|HvPbGd29r4*^?4TI3`ZUvdeYSg@AD}?dRd8NiSO3R
zoQ^*wrN@Z9j8jkn&+{owW1dfOdm^Wht#IMbr<8lwt(f<rm&A9CrY5Z;T~c~9?PD~h
z0-onnE~cqdNNTF-`INA3z9nas9j|x~pz(V-<J1jO3yxBCy@cRBfcEc34{*EtX%iv)
z{hVw4Iq#ZK?6A0P`OF}du|shHbCGAGS(2^$D8L8_#-jkYylWl>m?$xPXseg}O!pwB
zcW6?@KjmHXrL-KTi7fQ+BESg3(2D>nEKBdIFeIzIQ~)kFKyOaU&Ct)kmDVWj877CP
zKg+-1>Ce6!rvt<*3%6}6%%F92`x&jesJEqbSoOaW0;|3eYt_bj{Kz&5{*PVLCg|%X
z4=A0vol4vG-OBu=eV0iAu6;j~VA%J7W8Z@kgG2HC??w;B%ljM)f6P>tg+FsFyi=Bk
zg{2Cx@K#~r((57?PUK&(aN@ecEWBcO&I;RQai!+v&vGWH3@#s;%Cd3GR2PuqddY)%
z-J*x<x9VRf%}>yWnhczz+6XdpS*67~lNE6FI+J$PH-@6OOM$x(mMHH1n-Kxu<Hucy
z4u|Mjz8Alw{r^STO)4l!Z0<r-S?7jQ8m>Vg3+XPFi+lVt*O{=|_Ek>(^kxi}jhrs^
zi<gD;kR-rWgR1*;PN)YY829j>lMsw%iwI)s<37i*Mp9u*|E+aqcla%dac_cuD#6&-
z-L}r0pYC9c*c+b7e@7e(&oK~dY_40Zv2ANXkalE2u=o1kb!P8%**cSVRD3=0k9Y}G
z_pLXo`y>V%+m$2)TBofyJKNu`GY7L(nBt<^6L)BDafkL^h?93@fl-C?rV4bw@KCAT
zj{et4Hc$N)kp+48_{nwV@^`MKEgyRiC5UM{_brCoJXFr*?^`4osYezBdW>6d1P>)6
zID&EU`)OGgKBJ?8@eac>Nr06e*$;_Fv8}yyy}9`PiX%+B!f@%^a#_q`rSnJXi%Z`m
z1ed<QWtT!H{w*tlF6LWm7Jji+PFKu6>vzB8tdG;he1AM=t~w(tg8ut&0a^XaiJVD3
zRepo;Furl+E34;~%cU$keq^Ea29apgAcnM#P3k5ab&Mgs&L%~|(U2Ib0X7vnE2%Ur
zR%(N{v&#50r-kXPB(dqNep?^6vzo!O(OEsX!E{!A{>o{dUW&o8v-(4r%uK#_{grc{
znk!YuqYF=35Po!F?gq2hVbRjMt*c&pD(4UNs4Rf)Y_){IHCGXYVuEVyrWNg$ROl17
zZ_tPL_ph2L5y&d~Q9^Jw`MqP{zf;>*J<3?o9X!Z?Tb&s(Mt87X@(Cr;>nsxBCKg$A
z9EHA*S)Oyw`r!tVTvTl%3A1{(DjQADRz+gavt1)0=-HZXG(Fo{GBIB{xt1v|S{34s
zs#x67vsn-%7g-Q=CRc1U{W4d9lZ(bmjnD?89PLL*j60;vkYH3{nx_i?x?~kd1gc<(
zKou+ql8Y<|sxVwsA^N7mYN;0LvC^r>N{K-$d@LcT!iSzJe0s?$5O-9;;*KhKAx?IY
z1x7uVyY)a~>-+3s9sR2)2DqDFvB8WlNt=X!A(qMz#KaQDm-FQVeN}A_l{3E7kYFSi
zSrF)P<t8(}l-U#&jPd10Sr&r3MFk_VC?p9mzK|CqvB(O*P}2dazD;I$8RE$5=E}nG
zVs#-HUSxL_sV;^Wl7ZpnEJrSemnT>c3@=Y?Dr|V!ot(SU9$w~^&wWL`A*+Cq<y8S$
zy&@%dkWalQKxU%4ag&*-uEYP$>j|<T6n>YG_EdCRT5dDbyGvrzyT7<8Zts4SWutdL
zxykhIOG~wHnEoz<W$*s7)DcrrJf<-F+FaZhbstmkZKjgZ?uvW&)6^!kldU7P=-7)@
z&iz&WC7GgQuP#f&C(;Q*&PbKT6AH~G0phUfX44xsl^DcfHwi%;cG+xZr#%=Wdcl*d
zh}EGJSHz#i74c_5@N$9$fy+1EY+OE_<Z-N3-fUv+UP~jM%grE2w0h3V2~T>coLGB8
zg7I>K1%cpsj^G)tV8q%+Sr&F(7Zr?H`&<$r)^azSSc|pI&dny+K6QkxbA=(;tY$^9
zN$-i&7r{nC5Nx?D9>G>}3;jZ{mE001*uYL+2?x9Nl;yw)d~dF#T#{cq)=r}z4!_hW
zztk9h<0u7!&)|QnoBMg3jE>Uvb3as#xO~K)llkR@<`P1-bTT>`Z80w=)EDU0yBg%S
z^r`Lwq&I&sG?XF$s6e+ZGL0iB(56Eew#B4bjF%W(?k9|!#xYf*ak-z+xZFQzi%8>G
zAjyzCFwf!tZ;1ha!XS-fg~Wh0VIr)N#<5LOfa?c_t8UQW^b%l5KsSTq2U&)=w$rL#
z(?qQY2J88WFv8!;<>;g?$WoAW#?imbd!n@<jxcWWMiq%hB?v8qILRB=NHXwm@}9AO
zM~MM{!nnyBeIy$E2_50@CU1<9WW+z)XV~jEhY3TCcu%Bl+%JoOGod4#G5eQ(=lGNu
zACR_jBiYTQZAfA>K4ff(jt@@S22-1%VI>RaKO<=y{M+83A_ukyj5-X6#0}Cm-jP*s
z(>Aue=cH|Hm3Zt>ZF(=dLzV2`PUh&}@0v1D27NVYVbV5k9yQ+0uNa{V+UJ({zeD6m
z+c?B*<xuvPl;fst{3yZLOWBZ1FTO>xu?$;f6?W4${(8?!+xRmo(@EQ~in(bU30sAc
z+_a4(3C77*!d8>EVHI%GHX4mIeiNZZ+J;4IPQhHgoU{#FuV~svYZ522P~2ip+J;>$
znznJH)EfsaZb>I?!z$^fZ44<)pp&*?6%%P2<D^74ZDW!IBmZFBR+F}274W2OJOCw}
zw2gSLCs>7PGT`KHSYS7IW06z>Srep$@k!S#PVR<PKjdyKgEI2<1WAJcCobmoge!aJ
zw(zO-QeLP}?jZHPgg}G!TXk}F?lGIz>l;oQhLk7LFus#aF_kz(5Sqhu+hWo%^tlO+
zH}d_`f3})e^kgabPH@WmA^<Q&OM2f-(JC-TOwnZ6n^zNvGcK226~luue7Uq;45l@4
z=M0Q`@0;at`^%AniQqr70+<L|5TsyO5X{H^-fEV^e{2;g7?Y%0Jcsp7&?_eAR#g)u
z0#n$BBn0+(z*B=qE?I*KR9AjoVo3}y#;~3K8-rQqk+SM?q`*#A9bhL5;^tsjU>NJ>
z_bp>NIT%N!a<JABW33|+ffS7M5&~<T@zkTp2bc1yBaXGwm@+bcffr-gT6JSE86VhQ
zRsV9Nz*<%vU@b4iNx`tdZVE;ZOBcRgZV|dE7#0{Q7&)>iQZOtUbZ<z(u)s*cxP|J=
zDHwP;!9wGvv;{%Serva^c{xE#1+bKR`~$O;dt74N&f;|mMw7hiG5niManVkLL?9Tp
z#_(bcH}9Sp%x;gAy_X{e&1+Qz&Fh6Yc^4KKCY$?#6%6L(1oc1RlrUMs|BT5JB*rya
z4GCtG`L5JWpP)@^B&<Yw!CFjpQL~X4n5~tUpPw;ow(eexuWKAhH(rh;n9iyYOy`9-
zITscfITzzCRX8Xt8hAExE^Kf#=VFE|&r>S9Jbc_L$_?f#&ee4`a3kG4axPx7*zuUS
z#A&o85`+GJt%RVxR>!g8I;Og4dyxdR*KRLAmW}rM&WrIKiX-XB<w!z%S#?2sSr9k-
z!U7}vqU49ttJ&Tb4eV_}VDIN_dm{tmBn|w0hIVM{g5+RF-&T`<VNGPP;GZ)sccDF%
zkDGsyEfwS4yQ;keBr*qcRu}d4%=W$%f42|Ky;00pkcV;O7Cn7>Ze9P%_w@27b1Pr!
zEd`p@ML3#kAw7glbFhN96!In5GuduvN{*5wxYcxzgkbVEg&;I}`;(Sh(FBY+ADRS=
z$0ao`G`R^FG4nAsS5o7Ki(8dOMxogsn)aFUp}Ei$LvW|$feTGm9kBZ&?Ge$v;J(}p
z|B?^Q^|mF<1e;0!<6qcJ`X4omeK7bIEf9J0r|1Lmd_nK*+DqvvSB8?zuY$XJS5OC~
zcI*$SUkgaYAM}i?x>WJ+EyNG1mA>8i%(deWy2XRJ)zV!{WExX_B{-W_-}7K@9X+>r
zb{V~+|Ip%k--Ef0)hS8kae}6X(Vvn8PM|&#@dhU-MG)Zxp@+#`tA4~zP+zZnIJb(b
zA&a=4(EAa>#d^Y(lG@`5R~xM=e`GwN)JI-Va0p6B9`FRKBJ2sN(neA1AHTXwEq~@m
z#uYM|3tXW;|AH&@|EMrm=sqXL6*&JQ<FVW-{&7_5vD|8Eywr<*ASGWwB4#}JSZ-DS
z2r9x?$h}=bwbGMq7igP5j(E&^BEK(xqn3Z$n=7t!G&j~8B}5wM_-StLNL~5AX5r;=
zgchdIeX<Z7VUdKu5uPN7aD@NN&#mKMN=?OiIDgNl#$GOqxQ_7n<GGdNIKmr}+T#eV
zj8?BYj__oRBRB*LBo8=(RS`IXv`5qts<k6W*x)$A2Ic}s_?~~k5xy_f5guKb`?P0#
zh$iBk`N$;VoRfON5l#z8#EcD|BuDteI6?*K2&4oOaVqKLb-8JJ`Krf@Ik#R-zfdo;
z{I<gVpp7x!UqYhs17zY<q>|CKi<^m4O@gsiRB@Zh#IXu^w*%T4S*fx#+^3y{z<pX1
zM7R$!ae8huNd`AbYIqJZabkOq-jWdc02TyE24f@*G3(+FZWBoc{~xAKlEL&sIA_Ii
zZ%Z#E8CVcE$zVYtOr0cyOQ_2Yl1d{qH7fQo+nWaIK{bA`Z%5xYZx8C=TS%b@9IFW_
zaC)Q&|B1%Ut}YZeWKQH51epoq=0pC4xcP8fVI8P?F{T6UG`OWmz&Rv!!U%dmK%y#q
zvo^bm|4R}RxBJvpU(QX4Os8~*m#yJ5%NS>$U~3`+={Kh(*iFCjeJlb7k#U-g%jq{(
z0dHh<a-vW&MPyWy{16#c3F3{6%#TfETqCJ378y+?AtJ+qAToML8bn6Nk1rY-7K^w{
zoyZ6k!Z}`KSWFQa7Q~H=I|^Z1Xk=J?yphq_G)N<=F)stEe(VhmhoF*_iqQB=wjrjO
z(t{#xSFntxnPg9dMn`6X(0Gl1Av9k5xUkSDx*}d^#H8PBk(wbuHVQ~IK-#}Y0kW2a
z#SM_?ODfSN$HfzI+^(goG2l8OQzYW-x4_XvobMzU(X;<!lZay#@J3HJBkN098qwqX
zL_{N^=RDDf=s_Y*@+Tq@CruVX2)T(kvAt`Gr1nfpdKj(B5qEZ>^D!>u5S+2p=Ja5z
zB5)yT#%KlBkPBseVq7SL6@d$N=U;H4?w=IqLaA$WpNumrK_X6w%9})-JXtw-P(VPU
z9@JzQEmDS%tQZeUSeIMR>0PVnp6hZ|=AFc#uo-DjW3ORChUssSdNWOeJ=4<OrsUm{
z1noahLeTzm2qM}asW(fU_DAZ?%d!aC-%Y)VZU28uYES!T8?6>Q?LX%eZx`YaJR*6Z
z3$ZGKX{j_y)bMR~W!LhravWe4bAbcw<6m%qeZ~Pq%FSCe^v6rN`9|tMhLR~aTqZIH
zjL3H85B=h#+!T0OiIkgPK9MOm=Ov}bc>Rs>sDS&7N-0Vlu%A(h&1#|Dhq)i*rlr_Q
z8#UK_ko%H<R8^fkdT?V^@l&@}-h7)B`p63%MXomaHnk<CN6mpoO)7wARGMCvh9nrX
zuYuMxDwf82SL>-m_2_N6OYAU3{tZ2$Qby1CEH_C{D`?q8^_Kc^n3m}wAao>Nf9!ky
zE}upZ<-7Z7AL-FOxwT7=bQX`pKjr<TDth$3?#Y>>sIVQPIm}L;d*2}VYov^{uYY@*
zZgQq&UESfEp`Fw?Nq__Toi9%+Ltjm82Z9Xx$p6sfVv~tVKbq9Mp}JGj<G_B>r{ci=
zU!R(+o#9O89N5#9g`uPU;|Rl9J7XjR&M8TeI>KvnKGmBK59yQkZze^cyvV;0C@+2*
zr>8{5&g|W}FI=Pv2B`H?GFxA*kq~6;tco>$BmZv4=zI6%CTH%UGPcn_W-ij`Z%ejr
zp3XiAMxM_1pPD?VA0!4w{Z<;az%lA>CW{yqsZjeIqwbXqU{t9CjQX)-)a30Eqn77i
zFlzbjg&DQ_vO$S@@XtdN^@U$@O7Ja<VtW0)-08NVk+?Hsf9@#Nka<Q<(BR>91*Et>
z+&07g*zE}2<UsBW)lpEGn@`tmH&-EBZ#OwRLt-cfxD>buV@cs*qZJXzi<14!9Z5-N
z?!eUC?uJ_$uD>8%X9kNjH{iFMkZW0@RlW3943=%3Aytc)t}|B>;EG9y*Q_fhWP=nv
zcU9XG>QPCGtC25B2u8&h2x6+|rtoZ%R5&fAgr%Z^s%o7?xYw;emtdT!?b>b*;J;vu
zIAnN`|BiSZGI-XJtMCg57He$%TM%UMSP&d=t=Vo4xZd7wGI-Pu;vaDrbGEg^IopyL
z9FtU+5NMsg!yLgL-EI!{Ycj<}wNKb#v`>({%t4a};$-kxgs4LC9nmV__+cdp=SkxW
zWJ137xp=#|_Blc_MAL-{Vw%oP;knyGm8B<K@Rd%KP-O5-mJsN1+YTc)Oh$0z;@0O9
zNeQ{n5yZ$v2G84)0E<PkA2N7iTl>E|%&pI5j<DxkVdjdp^dwAwWjsX0;?^e#!L84u
zTm+r^QC0-~&rxcY_#5?e|Hxe$r>~j*XYMTJ-zl62{rP!Owbl3hl{?m_DoG+->#MNS
zbS}v|MfOh97_vq#nVY%OErzVKONOkSPz*(mOM$LRDhUfE5rOQguF`Lu&24P@D@knn
ztJ6E;_E)o5F8Zs-cAEa`!*jXUq$e?0_E%?wiOih+hV!{Im6mE_k7W6gn@Z`k=c!L$
zEOA)s>78byM3!1jOTA`3^@JowAGSe4;E?YUgdCFU?dI)#C8^L8?Ad90f;|$0#GMlo
zf}Y^mPSbxCFh=wMkMZAD|3zHUe_34716U9@YsUg3@^<euJ;08gB4ek{E|O&RWHomg
z{cB1Lda^bW0{vU=GCf(*U8W~%#}pT>2XRL|Ebgd>1wqD+1wj?6(aUqM_sjBg6*yz(
zR;dxJKi<)Pyu`Re$Ses)74Gv?;h{@bfkdDRmIzeAf*@nZf}jdxMHQkMI~$~0sK;8T
z9&05At*~1{P=y_yDtvy)DiC*6!Qzf8cp*;4js-?NR=f4Uc=8Fw7LO<Il1p>H{?1M_
zo>bf|91LNUN)Qu9ZpzM89x5k|pq>OHWygX*k=nbB;MCnw!5C2b%CZpLCn^|e1fwMZ
z1{88*r0m3o-|*dLKnXd*`nbX{pjh1p1{B$0Me2(Ig@j;0Dax&c0c8;@f&pdG?!pF?
z7L@{?g&HQWRVxQZsa3Kfn7l3*km5S&*70uE`3OCCZEkTLtow8+oz$gO34N$aAYW}0
z1<YLbgWYDhc@O_LX+0KOZo@5vw1)tCF0Q^A0wl2+0+#NMI|LN4YzzUXcAFvK+IKoN
zNZ-O>IRv~Rb&RI<s3M;cU8Dzdb9)jb7`=ay&rI)c6`<a~tN!NB40(ClGLTZ|q+ARQ
zbtP}ORt7<gJ&^g+RuUkdTYhGG)s_;2c<v)1i07W4nNi^;#)#hZ6f0tl3d9w0Y;i>#
zTM%UaSP(=`b212rYzE2Wkgf5V3E77&jX3jX7D1xbb25Jxd#Id{T_nNC{IMVq{G=mz
zmMa(``++PAyS^6{jF8<g2@tX)J~JU3Yn#2FnUMY55%!)d3?XYZD?(N}SfsuPSrUSf
z9l_!evSmM~UkKT<pT`MVu#;H@VAqWjKRENJ-uq7G5B+fXRf+Pe62p%&e~4dtLcRQl
zm($}k-E@ts^Q!9$ZGvTVpK>{+by8;FkrX76J5c~()97O;Z-=t{)0R80c@bbjyw|+W
z{?|OX)q+)s#1Sp#uk;tAZ^F_mLgqEE=8VQ`USdnkeQ}H51fV@I@55COZZ*uWk6}KS
zE<6$Q-u7!=ae4Edb<b;F3w%X<MfgAYF4^C!IAw&N_39TR?!qdFGtYY66u&OcGg&)`
zO+LOCewcsZ^WVSouRr;pgtyGIUTkm*3HNI}>1LyjKj%$`5KZBJe#mQ`iF7&BC_L_S
zVr?1!t`DHF=UFeyK90WK_=+bk*AC@hxGQ@z|GI_$`PT>LSuaQ5KcgqJR~mi!0<5dA
zdDbg~wW;wrp7rA259QCIe;>?$kpFd`^{T;Sc!r1^(>&|-FnQfQL#pXtYo%4x&$kSG
zI9)zd1W8Yl;qvhmOR<&o3vPE|75ze^?clH4;>*D~{N+x3IQAI-!k0sL@Mq@m8N?O*
zZ83c9Et@~9gztA1=g+=;$A32BUy1zB^!EHOJ{<H0|H8*^s_@qs@CB6L_(K5ryugc`
zR*6*949*5Z($QSLM-SJ%i%p3}>c&@;aJ6nP|H7rJ5qva_t2KY{FWjy8k`L()Yzxr8
zYx(#EM`J^HKN?3IWqIf87yh$3|4QM1y6`{PSzX1yu*+AImz~)CIn65|tgDvtIDp}`
z^h)s#*HfSKO=o%tjNjB+NPqB~T10_2wJ4VHrWSp?7!Pq3rzed0C9svU&~m2`AyJ5e
zh6~|?k&#ESJTHMQ+$uEqR5IJ<Fe3^uqkxA7w0{l_rhi~G_)!-6-YG;#6rw2LLS@)(
zBN|+(PgcvRSc^L(entxp#Emo}pW~WA@FZ$2^C}oT0?q(?lc~k4VCD9ZEhB+PTkqFv
zyy2zx@a(6lzwD>xSuiQTzq5_XZ=prb5ahF94PsaZf6XlEb2v6P9Q|a5Mx6pxGq~mD
zt6&SM4*ARZpKbil_w<i>6)b@xm?E{KUU9HQSN&!}-<ta7j={3J`1OIQs(V!E^?Te$
z!pd|N;Np5htGxcY`o=)|>H(bt#e7O)%>~14T>@KeFs7Niy9N%bse+ezFYG=Eq4C;e
zm+G012b$62;8#^qcM5{l%ew{Y_|#JZWZnsrMCenW+*91V6E?9&V1rsF3t%T?DNNbJ
z|DQb?TO56M^ijIQjy}!Q|6*w0^UyX~)UvEjFBq4k=~o?fP!?FyIGk;o3A~X5*?C%^
zoUSr1C0Wz2`s!~<4`qJ$2v~o9KtPrIBH~rt8vOQH;uj_<GhJeklt~yQWd^eYeN;n<
zo_ApIXx|qmb23ubSvLjxsp};b*mrQ)-y|_$PZ(m~P6Z_fNtuK}Qf7qpp?-mYx=WIQ
z_3aMpSrP-*gh6&}hhk~9_1$*_O8cp{U`?1P>mft3Q{ptSSvXWH=-WV79~7ulbP+ZB
z&^mpqTRvmf4Y%#l^BM*xnFqRv&RH$I#|rVEkxWniZ69%vC)sO=+ZljxCsmQ@`Jt?q
zo9Vgx3n$a_bBV_p$IdUz!O^HgeUts)d|@&@p$z8cT#@8pk4(MhU3#EvXZEmkJ>loT
z1id&ADC_@_$dTz;z-;B}=6xv#S(me)xxTU<-)m?|eR^16pZZ%8V5{p~PN2KGAi-GY
z{B30DuX6*tl*N{F7*}r(1g`e^Q}-fkQuk@!w^e$|-iR{AOowKbf-<j$0=KC;Oc$}9
zxslZ4#su9f9B8H*OC0p5vsZr^4z#jMnTr*!z|wI9&dduu>F*L>K^2D{3T_@A_*@N=
zN>JuecNLTnWLFN_i|op(l9sz2IZe|OJNIv@Zk1)J>C^R$n|#Ieh4=Ft*1$}-qx*42
zcP0$Jz0-84fB*FKiwP;JH<ubxT~DYvFiAZSU)1wied}dh<2>nlQEAJ9y{g*P_gcDK
z9Lv!ah8y&R+ftgTm!$$&di|RqG{JpxkJ;_~Y)s%;wOLYOUAulSuWPF&N<@tkg9GXd
z3E^d}?=xNF-T-}qioa6yC1b_XR)&wB_uqc0zP(5a(XT&fx)m&pNf`1$ihL>j5WLSB
z-pCX>MpXRyAU{)GLIzgP>!qq#J$oT3`mynWHp&7cvF(rXfetFeQipSRY(h1-mJQ)W
zu#Z0Vd2gVjfAwCo8;kUtZjux1+xbhgZ_rs{vi}YQ6D0sP7^)9H6u8bGseX_N3adWO
z#E3T%Zzg+L`5D8BQnS1m-+i`_hb~75jBHf^Mz$bs&W!~|&dpM(1$QmVqCw7$1%Z7#
zvZhV-^Q{^tM~(c|WZFgBX|dxRr%xOse<Cq%V%iZ2hN-``t?(lgT-4Mg0j56ZWyP{#
z>at&XeA=J*mDya6G-wi2TuKUTZPf#|_Ciwhf+>N4$^ye`AH}iSTT=sTRA;FlTr=w{
z<C<9#<63Qq1S5P0dMY&Rk`*EmFx#y$ycokCdT$J7hDXZ%mm>vcvnm3!SrDA9JUlbd
zLRnz+1IK345cnTU7w!ivLX>~}U*7WA5xedybFdNV4IaNYaI^YE@`K4gbWHxC#LzBc
z3%%~@!OhfR35LnP@fhPfrnsmNkq8*W5&>g)At^eu#o+470%OcAzE8R`+rg&c{?LNJ
z1n+xHQ0BqFV%0#hf(h#EGhSCmVz80gUP2J2ZT04r)CE|hLKah9)B+>{PB+lY&(9ck
zy3t;YZ$unP`IjRJwzld5TYDiX`s3L&*|Wfi*IF#t$>fYU&o_?-{-YL49bvgej^!3f
zj2o}3BpBvf5vNjbU$Rmp2Il+3%g@gkHs1j+#<wqyq=T0u3FfmZ1oL?zl$bt0aD%eI
zFyE85`S9&IdVTL+GU?ob<xBhjO|wwi8uvYKU^|n_m$s+WNXt9-L}0cJ<`hl6yi;qX
zpYPPVscN-fL<FDEq+Tl^m}k+HctK!n6@SzHxaL{`Ga}?<V#R~}n+kg7+kw=?Eay@k
zk?6VI16Sw_9k^0V;;WmP-qk{cIWnK41M}5Q63mwkMai0`WN%4=Ypx?D1k=Mjg3$CZ
zh30>pi~0PLKqLQT(miWHratsWzba~qEP`vUNXY#4gY1&Jas8VrD{Icj6B2c&EP{KG
z?m{8Ms5WW8IkU*yZ|=Ir5CkO;+;z2TgPnP4nMf@{&jd335A8R1ogZQ**yvxzzp&B2
zj4H>MJ+9{^B%Z~3pB7r2l{x9zz#LEWa|YHYR}HA@|6sqaRxd=oq*MzYuvI`J9-vPw
z>R83U(YSyykmCY6cQGxJoffaCpIaO#lX-wR*y~-_8g-0{n}rbL1Ero1T&KR3V2=+t
zPpKW0B=CX1Bm_S2J3%}?;47iCw$c&c&Zh!3RpQse?Jv&-5@ZpN3p6lwD)zN;f!||X
zz#%A*ioyk~%CHNhO2b60KVeD7TE0pP{}*VOR*Ch12ejv3@PPJT7v=#4w{|J6pMNRv
zP#iay`$Bfrq65AzPCZE5YHE<IAN-)7fJ8NUCY8E^-XxE2yvweD{UBWpztiplDz=^N
zCs-sa^JZdMm}5Av$7Ktt+V@Ieg}T*(*!@CdWBFSo34G!K34u@COAzT3FL$iwTWEY@
zd8ksVS|m%rCzda+)G1D9@T4U4c!Kj<+Y^o_-21h+GjIrINFMM6s|xT0X^E))1Fw=N
zyb4cvm3hDucJMEF!j3{c;p;cz_66;;`zhU|>VTwTKM)h$Cv#rK6erMrk~+d8z88?F
zM(37N&v3ACkGLz2N8A<lh;ziUFpqHFkUK1-vPTTi=k9!2>0x8~CFo^8rj*eCT^`6%
z{sUx#$QF>N=Ww1}yC50COVVT^cu5LDJYM3jbAXd%+Ny?<`eGhZPZD}O#Ceh}gLv{0
zcgg{;hd2aDk_SA*QXd{7EfZ~zM^|*L<!^Psj2Eq#3w$KNzu+T*1BLY#>2C+-#_1@g
zZ^=&gPd=cNRtIXRJEdOi6)BShBx1bfs{>X2w~(NiZX)rWKwWpZxbdAp*~~|YL18}N
zJeW37$k4m4AKXN*c_%PJEtFtvqRl^`C$9-)s`(P*-EneW7kf<7z#mpg2>f9ML8AVU
zt}m<&RP%3zKh)FD{aK}g`bZXmQ&2{3Q+@E=K#JXW_%a8lCQ4$DV>r){ZE+l9MT}!O
z1aC?na15&+m`6x+MfBgep5_sI9lzMiOyC#i_!s=*T%mrkdqd#4IDWBeV<4kg>NnJF
zeEP-X)pVoRuPdq2=+9^v!ad3hNJN*Jo5(%Nd=tk#zTOmQ?7BzB=0JtahQy#S_i$bU
zD<@=_*@WI4xJfmUV5|UJN(daL$v66|j{{fRv|fjCp4Mt4OT%FXNC+IJFF~RXQ&m@M
zU9pUAvNe$8ANh?*wd-(dV0krGmUAZ{n;JAr_IS-=@)}9(@fznLuHnR-x)Wbt?K@5j
z%bnMDD=TKt4pAS;2cBb92wjS_q*IaN`l?sD*Ye->jp<VEVlHr<#rzAdvzVGP{uK1Y
z{{k<@ah)$d4Ak|%{f)lxVW6RUN9u)vW|e?Mwb=Yx_bUEn#%bcNLTd0Tq@u30@9{*P
zxh+t_^`qX~0#{^yN=ys$Bj;hT6+*7@qxZK3MylNs3_sc@A@HN!jvraHUO#f4*xDgW
z!;el$2>j?zg2eTsgoDD5${ZBob}>J~GN!boW=AUT&dZ%Qyh`ZgbAgV&KjZq5L-U(d
z7Jg(^2tAOrWTYbLJE;e%a?rR@71jlAl*PZ`Mp*~pMpflXh6}qVAdz>nI?I}ny=2m!
zJR^!Yk8`BegN~``ovi2c1`OnExEg(WHdX_@tVGgY--9~Tsefv*{Qd`v>kdC=cPukP
zP#4#moB7i9>jYQh1YBp27|_W-{-8cwVNi;H#6kVsXEboilA0YOmDZ?KbDXu^Xy&mb
zug03b6^hQ>TU^h}Xqk~Pl_)}VyGaN4^{vn_hTg7fe($uRMSA#59mgHbULMW(n=7?r
zbBQ|6KDheuo<NRIJtv7g-Hel<I@{>yU$9rdyEjlfVXjoKrmLPq9;2S#d{fUHUH!8m
ziF($Tfk*9*0SSJCzY2uZhf)*n5Xx*7km5S@Yq*tOK5oEBJ-yz*YW|G}`55+g|DruQ
ze}AB1(F4?2wEa*~FWVm|pLvLi+F}0%Gm}T0n+121)OY3AfobZ91e;X8ygSS2xeW#m
zF7_+o^u*g+G*Blc6`#ZUj&lq(r4I}hEv<1Dd*+}yizUUJdy;$>n>4-??MO@*kjk|v
zuAlpc#>68;$w__RN~Xv^lRCnyzc^@;`l=oxrU;~T{)IqFKNP1wMp7TyzNEhQP+(p>
z+aD&|U&~A)^JuocY9=Ac<3l&<L(^JR(n+@u=<jcINSeM@V&t<-Jr21|kkIP(=ybmq
z@v<A^dgd-0BU6e)vR|LhlhgFvVg19Zuf(B6Hr4IbTo-&FxT;tV;q>NH*Va}6NrjW~
zp@+oD_?SZ`rIK`vwua97ArSQUB@A1?k7NMrOQm4_>kk?0Kg^`C{v-Sg)_<f>>$j>%
zo<IJlz{9rnah0X*QJT=cC?&)5pBE6iA5?B&H@=ooRZsspa6r8)kmfqaYWe`(RsDMS
zR%&0#V4AL;*{hBEEQV@_q4KY!3iCAxO9&4;|0M#xKOMOSQClaU2-MZHRlf>K5}SJv
zi;NdkjBW_#pJtJ`I_*2`ctX`*1NGDY%W&D+&r02Jclw@{t!JxJhlwuYg-G(7P!QOw
zN=PtnJYOjx7&xmC#MHn|=xZgZu;<+Tu-UC|E-`L8Mo$UGfkpSj=I(QE#)xfts-Npc
zIK3p+*!{IwWB1pB(5XugWkGP-(Cn}|aLGJuj$eEJ6}VsBFV%tmGY{)sM{=tsN(2rY
zo{|t~zK}HM&-I3>2p>N$Vv38_fS98OGbJz7zza#y$)^K7lm$jL?s2PuER3s2IInlB
zkTQIw`-;QnO7}NX1ln&uK}`Ei%o_Nl`rSj|+~)pOf=M+>2f4lf)ye`xkzX9a`(44f
z(p~vm;b9P5kswAe()uzb0ZpyCumO?Q7t`dvhWcbJ`cz^){-3i!Uy+Vtor>aCx8=H+
zB1zYeNXD&hl7m~_VXh<kmN4srz9sx^oSq$<y=DEuC2_iy-~GY+)f8D5bn15q$m)Wk
zK^p((3lKUJ-yE)w^ETJR--_(M*J4Otwn^O#zb!GO8*EZ!`R$9LqAhGG8{L#t8Wwx#
zTW>d2x^%FS>82zxx+&kSdTztuWYJ3%`HswrUMk@`r<bad7;K*Y5NjiQsYy~j^it0x
z2B)edE+6To=vl71x`zthtgf)Y{CZ2$cP7KbDnN6<uKJdrYq@u^Ch87lgOyboSsuMy
z3kiX<UPBOaRx$v3xq_iBC##zz6?%zY-<e*nm&73DZ<K_fn;8C`>EOmNMsyEk8czpD
zT+uyPT+uyvAt`$KCnK9H3yi4j@tx`AZum|&O$olI7E5)^p`fGsB8fo{w@N~w`U+B=
zd$_4&X71tMW{QheVUbe>i#w`dK`2!&Rrh(I-HpluqY6*DRXDtTzzgb_R0~!3(W%0Z
z6620BMZOo_gL<6v)Wgpdh1Fx?`vX&bPBknEsD>AkvaoXST4g~|i|^f9?5Z4mLA8)d
zp%zzvZ+z%#i9tj3kPuYhhVSi$=y|aUV6Y_a@Fj~oYG6aQ4eqHd2()kVJ>1B5gI;nq
zb-agmq?Yz~CMV#nkZTy$(ckntGtkVnl;zx^M+ss=2<d+9s|Wk2mpoL?XtP9uk?v<f
zpv!aL8@Z3_8aGm>Ib&+=WEPIW<`Y>S@%vF!IP!-MO9Biw<jY9;iw(a6-<$lQeU3o-
z=3_*luc<Kvj)Sdk1S5{@#v*mch(p3K;!I^v#fX!7gnnVfNj(y0#7V9bJQHWI=~Fj2
zLN(%|kzSD>>QMqvT+i%1bO2vGou~`y1nG|EQ^AR<lb|s3*!D+EmS0=^-(>mK7gSKc
z4I%AWYQ2WRdZzoA#AcS7aRh4>(f^NOhUot%9&!5r5zho0rnh0Z?EmWs$!1@OAMR3j
zNwAyYH&cRf<Mgg0rvJAJp#Lv7ww~<&BPJ=SpP$mQgqkclVI+87Lf}cy5`^5CY=I2F
zw<G}qc*PMDz$+vM0sN7KAb>wOVg`Ya86$cgvX5sFAg%~piz@=xf*`}sf^e`@d6W3v
z9uDPiNhnfe8YM<-rT;G|iqt8cU7~4I-?Ma0H4;Tn(^~~K`VCb@e;_3yj)l4xAxO0D
zPWs;!9x5k<QzaPbe->odtWXc%4`z;9<Oef#Be{s)_OdACwvEa~^!Aekh~96=*V^>!
zs4Tn9d^nU!GEVLt+A$)ktr6vW+Eh0wp>eX^=!jeCevt|zZb=N{_8V><#O*9r1#vs;
zhj?*IN6abmt~uDzRa)f#9iwe0y!=H!9DYwk`8^TCuPa@ur~JR-_3}sX)p9+)7AOBL
zOu_b@(@x+&Xpc$x8??ts`6B?O{C$~}&o`Mvvwh8;$ax~4t{Ur^9s8y9ewJlE&Hp@v
z4HH&oIsaNfzi!VTPw6e}GfegnNFD@QB!HnXl1NyyiPfq#@Q)xJq6uJu$-_HGm(e}-
zpkaZs(`C*HJ7@lFe4hdd0=x?cRr7hnixn-B-;~etaam>~|H7q--h9A_WAlUj3&*9m
z@c9ak$jb1xDNaL{@h|Lg(?(yB{Jvbbp<KEA+5B@O|AQT`M!Y)4{>vi%g_ZZMJQu~}
zHiKK8`?=fmCptEHlWan!gjw^Kn?D}dtH);rn<PLC2{1`UJF<d}ic(AI%|92dp__cw
zw4q*Jr6)3XCaJw_e6--MA4Jm5=K@?@_pVyCmYxvIYNk8rV2XadQ?Niu3UdcVbq>C0
zgL$`O^&g#sC4H*Yk3tUKg-ezYiZ$n5xKcmjUAQvE1)BB&ukG4x{+AW>&LOQE>zzj*
zuc2SLA$XIjBZy2Uk5!C&jM_gsnLG=+1y889vH)^RTK=e4H0|G9b(a|AmJkL{#m(K*
zDkD*1kzYbs<d<CYqggGD>oSx&0Z9h-H#_X7OAOc(hS*=BclHd{P>)J9_!HXV|H+rF
zx>{O*{R<BJRkA$T69zdwJHKgFU2TzQuqSkcJyvk#_O}`p%YLuJ{-`Vu_JjfZ3$KlC
ztp1j0uqU)&Pv2|K7}ZTB{Um$<>Z_lO@voE^@Fz?}{Thi93-*K+>?`O)%|<2CE^M%i
z>MUs?Bg>J|S7IQ8FeIb0-WlppONAsFLI`aMneg0o#dPjQnmgVtX(42?BjiDefe^xw
zkcxWx;9woKP@*A((3X%n?~Kn=%On~2FLn5@ml*IT3=DPfNUO|PLlM?ue|GKo?&^EV
z1ndtv?0=IOuqO=I-?(mkGgaiMXh5h>Xp8^BTf!xE_W(6SB}oe*6^@$5t}8JRLYSGs
zU>nt3Vwk_Lg3ekH*_WV5!`?ug5U2hjv?M9N9{J(y61R>RIsBHqC-Ud$8vT<~l_WRQ
z!y-SLk3dw*zB^er(ZQPf;GMw|x?Nr{p*yoM6U97MhX0J@cJXg}N1OT<d-mvOK%_Ut
z?!ksU+C3O8>t&7?UY?ZBq8sSoE}9yz93HIfzxAlzF+A8vO_J2u)ShtEY-(5PQ7qYi
z&rx&40R52eMT+UegKxbe%CMB)_}k+pb&rw3^}f+;!IpZ$Du2oJxy)J4c1K82$YHvB
zRFH1mNHAu*Gs<RFSBoVWvt4~uZyO!#Zx_I9cT<}N&TKbnSFn#RIR1DE{m;l?S!Ibt
zHdwd(U=N@FoulRry*c{uYb{%*ua2tfJPBx(gQ^>b3{(1salw&ln^bJ`%Y*9ZL*s(|
z)NToezT1xK&`SfW*#(eAc4E&h3Hr)C!N%(Qc%|~j2OHX@_+0PGd{@m<=3LKG6V*$(
zC0N|&KU-M!oQM9ba;V;>3Bh|+*`I|&Q6@?qefz{<hDx)*yzf-@XMJ*Fu!UU!HA~vp
zGeHlzHP}Gai&yIFTZ66bQr?<5Z|+$da?SLj+k*4_9eysP-O9%?2r4#bZ*Z=<N$SE!
zkXO2<tPoq0CNKBY7@{*L2mfVz5RMZ6nj9ReZkHT!pfXWFXu??`YngAH-nA$=&R_3G
z{nMSn+Wv=s*5&RBW@J7}ly+#}%VlM#j2Fzz$>EFvJ#SO<B^aUI<be*uiazr*%{uB+
zcJFf%k6?cKXA#V=P_ywXoewivG?+tQjUM8kPbfa3dQ5V_5tUR0v+jF;Hb+z+F)0=Y
z+xQn22itx&i-TP}qr;uy5l1x+2tS?{oNgNvr&Dw82?o@6QYeghP(X_7tie-SnZ(ja
zc$d|cX9Opye*~FX-~aWqS>ONmv-u)r`D3I=q>seFQ1)1q0v)_1isx`Af94MU1>O4I
zV0GH6Mz=1B%%(40?WeX)Ll2G*QMP1BSoC)|rmNl;Y?FSHwUe#-wN%$Vl)6Fch(oEQ
zMjbmxC!jP7uAwvU36|8YPX@}U&XO8y_Z$hqI&ug>OikRgsyihW7VwjfnFahLiE;N4
zXG<_v@eds{tN1yL5v%wP{I}yz=J`irja9tG8mo8<g0m_Mf-SF!$ILG7cxtL^2EC@X
zN==~pCP(#65`(>mFC_$8?;)*e7uUB$XTK6`l%BtjDK4r#afkL6cW7@xLO+I5b;162
zS;_*V3hUh};GAmgF|!9Sgp}dqn}Nr$_n=!Z50>_u#ZdQBm4Ase8*RB<tCzPLG*UGq
znCrkV_H(u!8cXo52L^Xn76dvp{Kf1XR@R}Fkv$KRi@k@zvOIidKvX!6sm4nJ-g_|i
zqt8ZlZ&y}zU>inSyy=QzslH##=HVzu<^WqJj;bur#Rh~7h)C730kPzm*??HWa?r;t
zVSUiYEcqo)AA_T+vkQYW<Mc6`HT5xTWqr`cye%NK<|}9wUGptm9Hg&`@Mpqy3L4YF
zeDaIwK0d<#Tk8(@H@~91ph7i1{Ka%36BY$)M7j_u&ddx~{1RtoSW<K;e=%QlDd&ID
zeV+-oOaG7|vP)ShM2j87632-y((SoBh-D=hbCeRt%?_ef0CTDiuix#NQ<c;cGU+2~
zy`Q4#E4C4fN_Oaq8c7J;ssTZ$D`JZ@>-UuEC<zeC*Bv*#&~+AO)sSGK1R#?89yk5Z
zAjXIYKF>yocq6v|i76u3Vu}d1AlOB;APAf`WE9@&Z=jc~iv&*H<IaA+r4{!32@<Vg
zbA9Z^V2*mpLlxQYmtazd(zI@DRaY&MU}*51qrs!L24>S=Qp3g{5yWU<HvJ_5whhM~
zH`|7>hB|QE+4Oe=e&h=D)iuAdd1y5?Vpn=zL_A`bgkke=EURHQ{ZG&@v*~{#PV9o6
zT+D!7ZQ7by8oV*B1{VgKno%}2W7vF7`=6Ye)Zz8uD{;1ku6iR_%BR{egGf|hTd0$S
zkS)!&kgtu--cAjVPr9^_Bs2C7?j9YOt8b?j)%5Ox6n%bKu&o*-3Au+!l|@mffhXkl
z(0Ew@bCdiNX3;uTVz6i>Ok{hgmU>vCv2x8f3U{cTQpG>=gxDkcw<Lv(#V2&=fkD?M
zN(4j@!rda;DA5qHIF1O~ChDTTl%x>xxl@fFBnC1Fg9SeJiT;r2(2D+}Z3&T`qLHf1
zucF-`q13P1_Xt%&A|QYe5P+Sc`Vx&D1VUp6fow$Vot>hNk__yx`_;5VABh2f!nhU4
zm1yuMwBRqditdoK5OSL%<bH{P5W<iUXRGLOiG~nDTSDBeqSqxYguLPiSt~IRLKqU_
zY!!Vd(GWstO9-}#4ofodKj85HRbs%OFt8MD6*X4pBpUn)ZSlumQCfkwq01MTmdKD8
z@FxuTW3Q;0M1wz}E&lFaQ4dLrN_2IE43-!OAq@74MoA3#6NdTwMjEH>^IgpvDRJW6
z*((}Ct{$^jB+1Q;pxKEyGXiI?h*_A)zyel=|BUPv@o#%UNga(nPq>Bwk**I*k5<1A
zrrGONccm?y_H+~7`(xTLd|K9W=EuQD{4W;hvY!N-sFx)M3(FS@#KLlU0Tz}DnqeRw
za$<GsPlIVb|I>uR2Y|LP3psVsk|);cTeb&ZQy)pNyB)Mkf-!aZsK9IoSp_h4*|0PC
zj<VQeZ$$43HuU*_F0i%`jz-mTwtlQ~P%Hm4y6SXR%6E5tik%d8g<59|%&w1Bz_aU<
z7O&KcdxF>5V$9x%tD&>&V`+%Jkx^d+r~4b9ETm%2rjJ$3-5cp3b>Y2{bXQ<mvxc`y
zQeJ`igpMxvr&zmW6C0X?3_M{j4(<3Vcv#&cS!1#{_N1BYjg=TTCI3DN#*}X+RVp-e
zT-65{Bc^=P)69~SSR)Pp*%%&-;WYd=V=zmJJ74g5iYWMk&+^NWf{CS70Zc5tkQBYq
z-}-iCf$0V88ah<8bt|>o(uF@6VG&|(Sgu&>8a5bn!_g<r>UhLS@gbeRB|n(@cgNJf
zOAMCC>NnxDuyU#2Y&(=?ii=vCxWn2RF}xVV)@~kyY37mA;&P<G+EyL1KOa~xQC7<R
zl#WG*Pw5PnT5x<Siw2+4u^=#Ufyczdehg}LkHv~VqjUFf#+&b!7}uL0mtfd=uEzok
znBt;#CK0gnQZFyx-FlZVl%v*p5&ktEAsa472+VBN15WLQr0BB0&;g<ab~lO-NnK!U
zixA&~Ir9tc8(Uyl{EpwGQ)lY4$Ab%1@!y4`!l`|~8;koShAci*RhAGowy&bjN)9<6
zLx}`<Ri?VA!ASxP-ptF-&lq;>PF{?!LmWw+FGmurZq)@=_d-(i8@~mcD+>&(owuyk
zSTFrO_^`TL>IbV$cC0p8Vq8CcOoCy$*>Nf~?~)ZFF)-bKB)^kMG)ZzS_l`tB&|7f?
zt-TyU6PpFABuaK<xO!editckN*iKp1X1n=rW3e6mksh?(U*qplze;W}+cC#%$0P<l
zXt6(pV<NJBe?)uG8V?5=S7CyS`WZ2Yv8u+fVhsCPqZmvBSBP)+WeS0dSv7!*c_AtK
z{eQ+^r7SQ^MMtjER6m^$&Q`;vW-wLo4-=O`iE%ybE(wN5xHZARJB0}fvsczE+F$&`
zm}{Qo1k00XGFMJw3}UfI#*3FB1J<%C0c&|7^m)9Zp;pQQleKz~mUyls;#l*Fg%+u=
zq-L<z9>-dHBnG|M2?;^<j(KWPaIsoo?~Ay@vr7EwbyCK#XH|^Br2ZLoU$jRhrYNjE
zB2r*1s}3-h7m}j8mI}3178t$PZjZHYEFF4C^^&^5THPsWbX@-`s=LI%T6q#;oWWC%
z5tpn7afh|0#PDJaTWfX<<{^)iIhP{^*0SmVYk46lx}a>Rp<P*gaqZ@7T3@S{Te|SH
z(JGI}d@TryHcAS$R9h}y6f+^KDB7s&pO#0j-hXZDt9|N6$qSA2ozqC)NeueRvl4<v
zI_)vvd8W9ivk`YRQtDq`mu3t%QtcQ_&A)7yuFDjcl7dFE>cEXuMna0~6;o@Z>!gaI
zn^k8i6{g<NwsjNLQ-YDj-T5!=TQum(I0Y8BYu#7{;uSb|MX0M?z`Gu-WtL}BJB^j@
zN0mYyed-R$m2!t$>j{A?O4E4+?mW1wyxMWttf)dyDI9VeABR|Bn%Z-+RW>b~_z<ht
zNsTmZYki1q*cIuayX_UY=L2DzrEa`gnzBJau#`Mnpvyfstg3&_U*>xbSn}cPP(x1W
z2daf?_!kuDSF44t77JGAyFKp;Ui{VLCc1w0(CuoU1bddc&Ife%N)n{dpO6r2w;v-2
zEp<shd<pEzuB{vS&;P~Gh1b`;Ylf<-qJIlFr49Jb8eam-+&!v_wMBx3t12R?>5cDH
zeW-WuBpZx3x#!dhl~<J|H8%H?|K=ye8|fW4wNAbidy4W@U9E5HayEN*tW>HHsf`^P
z=L<P!|1#$w$8>i4P}}OLvxnp-X&pF&WkGE1%hrfk?&PyWGyJ4E9_vo#I$?`Hn}6Y?
zAp39cNr9%FB;MlBsvDZ>@vZ3B$438czCM;OtpxWPDIgIgHq;AM^@m6he@(`6uS)ep
zHQBw|)eqIkoK8jU?KRg@&L@EK1b1@`x2}HZR&}2QdmPUB9?wik0*8B2Lf~)<2;z0P
zSN;|b_l7KTNr!t)Qo9akfnA5&DyiXc?_S*DY(7zkv%p@5b3VuOGI8b(X2IX)>qV}e
z9fJ8%8MvEeKX$iN*%pr7itB=bm1_A(aroQ2%mw~-hJV4|&J^lz-IDT@KF}m|R~)B%
zx@l;vN<BqPB73ViT22xWx(oD3hv?C=rbDBedgrOfOL2xuCH?%6;h7~P844%AtkhgJ
z6lKkkbKO(s$hp=j^ZEZn6H_~@PLhoGs*AQiMfaB0C10nqB?=qd?N6D_aOS{y*_M9n
zS~XAcM)muVvucSq*Ig2I@{mw7ZCzq4nT9=S+<v)(W#XuM`YHWWi%|RYnhcTqy=A0Y
z*n&o~%Pa|YkE$P&U~H_;I%STktpemoU3IzEp-t*OSpbL8Z%POPX(>UR+VWxady)Xt
zn2o2*TyvwuoJ<`YOq2l3Vm?1*b|$}KjF?wU=f9mjaI-T>Ofj#pm}2s0L2wvtK`;Yb
zN7d$-SW5DE(0%2UIfza^O>!b$huW1TNVIm&L3AAtm2(hXQ-Vnq=OEewLwdE-Mta%P
zQRz5@?kO2SdiSVw972aB0lJM}PMJgKSOevrHiytd9bw&FVYoPAH7$k|=}VDH<M5e;
z;PCkuZUuz+0#*bezTkA6AqDK@=?K`-Ha0R>o;vAduFwyM-wRQGFU0VpQ)uFsUaVgJ
zZ<OEAXlU()ZG%d8o76g8Z>ljh`SBSIll1fDa?0qZCbe!@US>UT!yWm-q_Z6P!KAYk
zJ@NykzvN{dY`m0ZzC!=p=47elGvuM$kl(~PD~!uWlEiOR28k)8ft#38t@c#+GRF;i
z{GF}K<yzt?FQo`yC&vBdaePk=_Zj!`FI;|G!FMchhou=GCE@I94G;d9w}rSL#Sn`?
zq5eZp{Iu%y1ilAItcU7dH->&v2U$zF>{q8n`p4G-TwFJ;lH#U+lz)6iAW_fh75X6M
zD@n!XI)2)i>-cHMT*prvbJhEuNek$osJR#tH5X9%BvsFNugvtK#8_7!GSx{|Df|1i
z+)gF+^834%)^`_uB2hQ#8%of37q3Roj}cPOm_MYvo>KIQ(u}B}s{RwHRN6n$N+l`*
zEv~O@dn@GyO{Gr+mFgGzR#g&6Gp8BaKlFqR#_h<f2ZW}pUXmKO76wQN1)r15((50S
z%+g(;>8|$ulW=*myk0&yR7#f{6na{X6%@#1NwLbXb@PcC=Rg(&C(%K4_AnGrDR(oK
zbPqD=lm2|^T^2S6nVtVJ2bq0Fg__+o`o4UO5nR@c5wrOh{~0;K<lpubE1yZ^@X?h4
za2~QVUNV^{A-D~@Jhw;tqKp1<UNU)B;&EvC)IT`1Oj%3sSj;YktNS;H#*BX=|3Ckj
zo3T&~oi}M@UNyOD?==V=*M8XvX2CR%3gKvTjaSz>QZkO(s^n4wZ<1j1#Q4|Y&ic*4
zp+s(%Z08cQRT}4e+XA6H|Bipm`QBQye%l@u>Kt6g7TXgHjqo2XtXK(C3#%A({WcW3
zPW>)*#njam=$u1ZC9&>&DI99&^ZU+7MXz+rIR}xloO9KB=Wv={NjR<D2e;DgZ>AfT
z?~EPLMb$eaTA$}wDnmkoBSY)`)y_nn?&?H18$KePs&|bGrIa4&d@r=!8NGB=s8(hN
zDsQ{owaihvTn#A#pA4#At=AOQS%OW1#puxRV!a8heJ7jOQ`wS$9Z&Clm?lsB;ig#E
z8+yi^owwscj_c_IUk=IhcP0$q$?hoG;ZC+x4CB?cXUv`KsZ5GtZyNu?us7|D8TQh+
zMR6y4&Ohc(Hd(!-esCNuRN|U`h*~Hm!|L-Tgg)A|*8k{5tX?6(#QRd%yps4})0@P{
zw*HIESz7-wDa!p|(}az~!)m3(p$X`NO(FmKGkWg9A$8S8iALnVd!~@c|Hv`_QZ5oP
zzwg#i(7)0#|8mI;=9ikm{4YA@|Cvc){$u<L=08@b`D;xIO|~tMPXEB9P_8O=mdZzZ
zJ6OJmgd~4Iv~{#sE~PI_2@TR63fkPPsz@r#{VSd|tA~`c=0^P0F%+3D1y%=A5~^38
z2<)+7?z~WnzV)t9HGb8FhX7f|3;}0^U!+B&F@G?N$3h`=R^NDcsC9aIhRB9LCk>8;
z!rX1cA68?e;^;k>O$oiJMoKW|{r5-+=B85!LSq`$1NY%K{xW2&dP-7Z^1tA$nfx!1
z823K>8xo8qz-wpC5?~o)#1bIHe@A=?yXC|hO8|>CmH=KzioW^RA(_eoV<tZTtl5cu
z?5sKV&z>2&R~?Z$p%RCkN*tCLY{Z_H5a|CG>CZRg>6zANLv%C#3{zaR9>g8>u(+ch
z7G%kZL8&_RzR(TI0;3+^xb?uM;_S0#g)xPc;q}d(XU+QNx^tvVBm&TiZ3tpo5g*oQ
z(xP8U{q>(i@>E|Bsk6xGEy1`WZ$Y5VjpvN?Hs_+!vA(%mmWA{?qSA3c{xM0w>l<Um
z#=81@tt+SyThj7?N6wiw&V!D?J6wTS<5+HtMTrc9NX4<n*>cvbakj7!^fp^q8T2+=
z&c*5Mv2C{fp$;W<wMRqu#p!Z>e3XXY{jx^ra`s9HUwt)G73ytz>#|orT}B@|KV*VB
zDXGxq96x8eoS*T3^N|h73$-~)$e2#0ZKOYu<fcE_ea;=-MSoK9JXIb2NwxEO*8EVf
z^rNhg>`y+I3Zg%m(xcaKRhLUf91Q&l-5cv_X316+OE~kg3|Rm@O<M_JFG*-c5c1KZ
zdfuy{Yc+K=HFcj2FPGKjN{p<emnUS`RN1l&Lbm65)9>_@7`NXUA;BECzOYVC2s;mp
zjbf~b*=qc^<$1&&F>A3$%z7c{d+5-d6`u3!kh01m;CS(MXVK25$XcB@F>~#C6S0de
zMcEq95X7~{fl@<<s8t>!CsvnBaPp#13uQqd`wb!c8CN#qb-yf+miW?={rodkvQ&X2
z!k)z4=gr>vp~aO_RE+5;sRgw?^lSOjzN4;mowkXlbNCVu)g9q$`3AyQdR@ff5xyi7
zTNHP*HVEHZ7w8wlx7LNi!gt~Gp*!P5?oCT*ve1^xM?9G$w@ga`p)2RUuHB-c+g;ys
zHDz(^d?7SJ-6Y7&USqEdCUkq?|0Z-TX560L2^kZ*Df;IZL)9bkE6bSpz4}7j_`Q==
zK>W_Qpx=Kf)Hc04LuC9mms%ozd%hfcN<ApS?#AI<3C70ZgBQ%kp;Z7Ihv)tiTBh!o
z1rXNDBm|xR>jW_s$I$b?S3~2~R!N0G-gLnP@+OJF*!!h~VC>y<!OR`@F-FAi4F21S
zU*d}RwYVaFElB8fIxe&z7~s}Z<!SrS_qyKvDcy#G)4qDa1Z?>tC0xHjJ<Ab9)bsW?
zX?we_hsufAS`v(_T?3X;*jiv{P`!vw{v|KVS58md6QY-!Dqof8BSW?Bm#2D39#Ei1
zQ~};a)E9P#O8aTOk6=B1!E7K}CJL?2N%a-cHI9X|{KFhcJzPnq)<|Ko+8H4#9V^nl
z2vL%R5IxR~fe>BDnj%CO7SSu#jcli^<rLV-9SX4HJrqu1`8O8^n-`;OUW{Q=iK=Oy
zy>CG)wb{+gv-jKH3QbCZEGNLhxdH93@MHH4{&Duc8t`@nZxz155?-T!qI+KqiSB*X
z11=vsP$b4|6}BL5(QnwCnl{<9-_dsP6IMLR?JI2Wb>@{NHi4?~)Ez7HNBI|4i)Z*3
z)(5+JAjZgkH5-=t2(wGb)uUa)X?n%l&>nS|Yk<n`FQR9DoYz5DKT)i-`bL7QPai&D
z;WbYu>)z`^zu2hk+9QYSrRzhl+2D!i^IGbsHiY)76rbdO)6LhZDi-A9yxI%P_PxsI
z(}&yT^(a$LAWP_(X?M2LNtMEr^xVC)D_AgoLW*v=In+@#5oCJT_;4`AD#%flNgVgz
zTvb=t5?ZdhNcxGbhWGJzB=q)BbJb5`vZm$(<GVhug5G{Zj|>%-=;Y2LM{&W4)kgL3
zUq}CMF)B?Lv}`+4O_5~ae}}{WA&CKh!hrv<)@?JCmT2%NbcFws<)bt7j8m<9spXOk
z{9kwYZ;%-9CrpjE#<x?SNDNpLCc=8&4<pm`ypKY?)e%Vs)`uO|ze@~Q6J}S{F=_fx
zr?$0~&o5dQ{0SZ5zhwBhH2wX@p-!r@Bm@66zcGD1i2;AYz%)C14y&%Nm1yuMbcFxm
z|J^c4^_CQ1-NRv>BQao27+3YN5)Iabj<BwgJu*A4J8e!KIZSV=-?72tGrmgFV|Rs0
zmup5QayMwFnbo;;MeR$>yV76UN8iL6MJaCYbgZGPt8kjWYIi81JC`=2@l&i2{~6h$
z<=^&>O(qk|fm$&j61hz~jhd;RlhxY1cl4E-w`l#ZP~9FLUQ4|u(JOX^L;jb^-c84~
zPMPN2p<U(Iq21wY6!gOQ*vzNrJ~I4vUA<CxI7eey|8su5;>Nt|(m!CfQn5u+PS!`G
zQ}y9Jp_S@W3p`;&SKa5<uC!4fVW_NfHJ%z?L2uj}8sq=kud_bNYvY?{c4GHO#W_2%
zRxya%@nz@^bwY~s%^iNFp72%Z8ugb1Q-9apf5NZNeia&M7ifB5RM&J@l(TzliGqe-
z?h7sOmn~X|hR)WlRcytnF?XvvMMc~B9vI!dR4sy-UaRS@ywQ5lSGSB(S(0kz55v3r
z+ZEL-z6({+<4@B_O&xZP=fVLsK$0yvI-<M3Z&B?VK5|^uL5va89jiH4l*vnBhVv$l
zY@u$6;X#<tlHtSDj2O(cqB^^JxSfA2{lEQ)MpgfHIZ|e}3e$7r5w&aN)s=sw=x+|(
zQX>kXnCb3sT~sgmA}`C|f~5QuYOKq=9ezcvmdd~)D~(0eN{LB+ebi9(iG;u`A9)nt
zeo4iNJIwQa3@^gKJb%Vue)CBA`*NhPdF(pWAREO%QuNNX;f^*K)>>{^>jQOFG2vh^
zRJ~$w9aT?a;6GUs0z=Wqu&fsD#1t3xBjOH24UXYO7#J!)1~bYdW!&XRfuZa=u%Wz=
z6n*V+x&~{3VW`^0Y`1E2BJ@ACMCt}>J?mKOS&1QQwa^`=RH~!imSC7{rKd9QT(UAG
z0w&uY!;3I5*})jh*B&W{FGmVYW><tw=7pr_YQNJKxdn#Fp7xk5_YXS5NGtAju<~?Q
zllmrAUSi;24JCxFMc-KOQ$2iLv<GR#1Q+!$Vh&?<^0M+12FB{=#rU#qAp<TY#8+N7
zO%Ho3z^1aRR3k4%cPMdv4IAtZF?UK$c!;qHH%}T_%Z9+p<%-*mx$YmDR6lF6;t}8}
z$I4GhjO&>Hm0*~9nQettOmI<ClLVN0o0k>KhN<^^F}^QtAqOrc#P^gjwOtD~wHK12
z@4Y}5uPyM3SMqxJTyq_sH6qJ@O;N0S{k5ng+%r7OU%jYq>I-MtlM1X>_62&E*1!0|
zGi=<+x?@}EZl!6Ix_SD9E~;e-;orQ%D07W~l+fA3dcNk*q$P@+*HtWuDP5nb`b~eh
zdP!`w^dy?T;Y#`*6)vF{&zw*?vkx({=XPC~wVXmV6|%JNsgaF!htYZCReuS_1aHTl
z9s~V>61wS_yqYQ`(LBM^UFwCMlhBwc-q;dmir141MW%R5c83S}`x9o>h#S>Sl3n&^
z;j9#?7N#p*O6VoGkLi;(n@O?eew2S<>HcU5EZxiO=cOc0LTMhPXU@NIg#NnMEv58*
zr3!0;pn6$~hV@?%5Xbt@daYlStgl<EaDD%~uF;b+H&9XA-m93IwD)4cUD*3Q33l!M
zsblXQ5{(J<$0Z7xP=DoE`&}+#S^GW5+M6UZSX(LuYp-&w{STAE+GqF|tbHb~wO2gQ
zYPfEfdrP8DPYzGD9Ug1+1IgjxDzzkWiL4~p+A2vxvhT|8&eQbU%%NvPiNmU^Zb^MI
zGu*>ptEApMJFk!G6hqP8rNHt^@<-KbQc>^ns+69c7Oq3{ew=yAB4$;USke=HX-@PN
zDUv^iRY3erB&xpQEA+z^!}Zc@GFUcz8L4V$+we8&E(yuvWeUE{L%R?UsmT(zWZ{G<
zYL0|pBL4_MXd+J)^353YwR%+&U~2JFNi$BqBr)?A=jEyO5`tO9TH?YJ`HhSbz4k=@
zJK{z>k@vksx87;&vY28DX+bu3&F^8;VC;FJB*q@!Vjb!j&eVPCXH8XqN@bw<Nk{RM
z5`zK0R063JaUdvOBEifccb7D4ghZyeXa!E13fRnfMDRjV^rk6oI@(~=;)JP%e{o5T
zA>o;lW=MF1;4~!o9@K}rgomkKQdu-v4}zE`%N{elx&E~lbxe7ZD*MFf?kXT5WZD${
zeMY#C4Tc`W63iBC4;|_j?&yE8Bt7*vI!`?;%R}z0sN8u4qwiLWB>~MF=ykNF>1F(6
z!cdLT^Z{aToBJ0fn4Q=s9f7kTkm?z{kroM-vz~l+WcL*5?9m!G%ggZX)=heb>!s~x
z3FudLvnuFUb|;t(SlNqf9!D2G)H_)})gb(@IK4`sAzAR4tPc9{9|fd@p4WH~y@FLK
zJYwNzbON@#MOGzxs4ASV{H265p?^7_VEUJT67=DU<NB(~F%)T~q7?I<7}HlZi=k-j
zQlO9O9z)T^Q272~D>l{m#)zdc`^f2pc>Pq{X5p(M{gf<X`l)XdJpEJ!x1XB8YM`IG
zQ_tXOLWirv*VH-9hLYXX_XJqrFXAi0|3xEh^9^~Kdehb6d(;eB8+2O7)9+}`Tc@|f
zx&=R6r_?k_gx+g`guo@|6U0;#+YtZ0Hhi~QE~(HHyk1IYbsJtaQ6id78Ih;nmk@LW
zTS}Q8?0<|A9l)LZx9q|E#FXZp6?Caq;p*y}7)FG~LgsaeK@Vp^sE13{n^OC=P!<@0
z`D!UM#eTVz*-|*sIy_e;mL^3aeHUt1vb5=-OG*s-x#|+q^xOO%x@nMH1!206nDTB&
zO{TeMMTtLZV)N&&&I?J=hfZAA&jxc%e8pHWo$hq>mG(z!v;4_6lhi<|A!^gtsZC#r
z!EiH9La<gC6Q@4oFIgXwfcjVx&@vX}@T;Tf8J^GSB_Rup`t-5ull;n<7u3I{dZ@}`
zrz(pj1`V@XLQs`eajLTBl2suIsERFto5l;FN0EjMYHfp2m1pd#U?lo?DKiqyCkN!k
z$z!GT;V$8!>a0{7@pqaaCjKxK?d%#JtdbLjhhiuyBOw@yp1&!pzOumZ_|lX~LZ^ZL
z)1{+=F&4Fy3?R5UL5yHu&5?Jjo|3>Fi^$1CI=`cejoxmFW-RLBNNk=Ml^D8_)?rrX
zgVBilv`FAZWM|W8<R>9bdxq<#?c+$ta5RIp!EiJqv5?_Nw|~92(sg@<r^OkMe(FWD
z+^1xfFdi)skP>?5zBb)-L4P`I!pA6=38cm_v^3ESGOtk8vL|GxSjE|R|4EEDI6Qq*
zxNc-{kVVYkFgMXNIEYE?9##Q^!vUh|8}69?ABM<*VZPK7;{noqjz}==Ow`eRrjM?!
zj!Q5$zmJg0=SNpoRsq`l?xMfB=Z<Ujq5k2A)wi+~#to%NjYyvf_bEjXV*&VW!C&2m
zs~VCD0i3Q(&zdeV2;k-tf`OwMosIF-w*_NFe|mtmu?7y}ilDW*a?o0k?3+iXF8s4?
zeH)4}sjN(xlv2iNODGecw@9r}&v671_58JL&mrnQNrm{FAt8r{O=ztw2xLw(GWA>2
zXo-%C0wfi|xm1>h)K{WX5uBSOfg7CNl?l#R3$0ToIM+D!e8sINg41eY4$kt@uS|_~
zpJsWr{Uigi*_~BDZ2r!_5SzbK>+)H>HC05Y%cClAqr+K*IvpX*3y15ZjpaRZuq#p~
z!mdaeFS~E(vEB*8tCcuQI|{Q~@QHm*os$=yngWTAKZ5_SMf8%pZ_e`nT4c5Fn!NTt
z`k`kgj5yS&6tgcu|3nY$86pns8JCaK@3VAg;E8b!{q+A`X*W|Wj10fnL!OJ%u0lA!
zG@ruZ#4nTA;@Bj5mVaTxB9Uj*Sh;@7y&dL;bJ>BZBQU4&tU9r2tXCW?(NzbI-evM(
zlHLs|y?JzafNIAIp>8e8hy(i861<|+r~&%WpR~cWXH57jW#O>rb>&!^=~!T_{(l=A
z{z2U$InCq~`a3KLozUyK%Z6X&D`Sr6#|kX%#N3@)U+?T6uBi*|2^Z7Le+_rl<Hv^w
zs@a0f9MM|^If@=3j(kKPye0gJdO^~ozkQC-d_=!oVsMyC7#!w)_*v)LYJ)`MFqhCc
z%%wY%G}o`7Gj9!dReL2F_<!c`KO!;UPZ;o@c3Zf%`dy;IpU@WnyC#JPDOFaq6Zj{T
zHTqYU81N?y&bjyAPV2OK63zT|({<D(;OnAP1G)rId*L17o+?YyK|ni4KyQhG0K(86
zfJ!>|=P?;7N1{;yLR%G>(qz;~HCd8@|E&)H`y>YZ2}2cVq2@~rSQ93~8fWxNB?Y+t
z$Kkq0V!)L!?iv06BpR#<9bt`4q<H?cV(RDzbir5Qa!L7fsNLMN`Nn1!NtQ7K@JNcP
zj-zhk@KMp^DK2Y9-alCl{xfni&%f>6#7CG|4$7k$5D8hF%>N@R<DSeHqgz^hGGC&c
zD1ePbe>t;}*w}kApHvRpwq>9fhCx!u<WBYOdTVpt=f3b*|378T(R@wjD>eID>VdQJ
zjaP?D>6`8iPgeD%5?Di4xi9>@@)oJE`s@3`o&2h$B*)>$+(YeY*JoC^rRpGYm}j&s
zM|(2io9$9KWN#7G(K*kL75LeM;e|!jAjy>UqbEAtvL($9v$t%jK0Z7Au^M@?qN=c>
zZRdm+t4S9t>U^;=R%+len%)2FVnv;oH>{$#QP6&F_+J0qa^^-sV{_-ht*3K2I<{E;
zyzpZG3xySPp52Howqkzx5&x>fid_-kG!^vnYwj<$`lrXk3w-JWSxflA^JV*$(#sc6
zYj2l0_Jg8Ct%JXIN{>^lZ11)S`u&CBYt<odG5-hUbYD%Kc&xC3e|1aHpJ=+P@|(95
zg!TTUMCCZe=FYn!LBI55xQQy3Bw{bBWA?V<@pOc=X-|=~G;cB1vDDKv@Wtx5cy7N0
zecLPHI;vj0Qb~)#d3GsJU{s0I41A45Kejqt+E3F0OcFa0Z!@T3>n7t_+7}90^7#BP
zC&^5~b0h{+@W~Q_Dfn$kW(s~MW5g6(_B|TcNQf)W3?GZ(K^UAFJ|Ba5Hpy%eKSKZK
zjguEHM+zqTw(dO9_d@8CVQ+>j*<ko4Ud&N1gd3=>QXy`4n;NU?vag1#*<eiFha{PO
zq=BS4Url-Z-_(5`wfM2Ak2t12A~7)ac?p53&v=YcB>7S%C+;wL8dF9F8}K3wOkOtz
zlaXwjy#D1#fywPUu*tm;$K)0mCU?ERhg1kAx2Ro{TVR;{TaU^AdX+XNCs_R0<l~Z!
zcaM`8nEZYTftmj0F~%&WxTu#CcbNRy7+!>d$={5@EcHlPemPQLa=Q*}axcU&xdr||
z#;!Xs>SFnO7o=qagbSf0A)y6A3!#S)2)zVCQF=|TLFfYdkRn*0f&x<3O7Yo1q^Li!
zp<pjhiq9^J*ek{I)Mxw6eD-^Hv)>ElAGplSPTSqtHoM=`-cYt)_U6zQ>J6z2yloN2
zylsKu?di$U2A;ROY`^-&V#SXB(Q)*T5(7u8+V1vPt+w6jYB0rF9ZlTf=%#VJ2m?oV
zio>*bN$GMvQs8LY26nU?;?uSMk7B+BhNDi!92HAan<;g}zQ?rMrddvt7$m8!kdP5?
z%r2%R6r^57qT*HOG=rGKS+`17XyJr`v$n@!?sG}maXwPuEXxFHL(P>N;^e4VU^pvS
zJKCzSD|&G)v+L4_`Zn*17S%E-8`do4$nY6K-C|$aRrW*_%h#;Y!R$&G`YK<bHwV`@
z^0hF-WEBEL10wJ9`4R*KV`P__djHd9>E6F;YtOskykrb$c<c-lf6CvO_f}boPU~`8
z4LxT}@Ivp;bf@faSsnUBWLau%I<d1?0I~U5OQXXDLZZgD+#Ao7y{#HauzL#I+7xXl
zX+|6l&sLoz1Vep$g3wS;W|aOIPNy{4=A_@VWwpHhe7e!IWd&-mEJA%hUoTIo-(CNm
z-nh1k8@<&4NzH2c#LU`x<gJhH^*Nn5WIZ%A(c{y5ey7CWnAHwVuH=L48_O8p3QCcl
zag3m>hV1Ja=#NY4S4$Y{qjZQR^>R|_hqEKJjDKN+X&DLT4W=%<zCuRHFSI1|&Yi8_
zd!cNu-9V7ebJL4ula!WPVc&P1fH=7%H~FHgz$EWYw7!42thslGk83?$-*A2Z>bbk9
zkX`HdFdMnLS|j+1ERshgIF?27w9jPi?3ZX{?Ua2R$=Zoq{=MomSvxzpkhA>L$l7^?
zFr2lsN3ug6iBt<NzsF~?cD`j&?7Dr&zu@EVjE|F~k14f;^GFW8P(~k~e7$Ub#h$LK
z8yqa_uP#g>R+0G#-0cw%$K8L#yF0V`Lg&qh1}W_J?A#10XM5booTSJ9lE%jJq#6r}
zI_B}#DaPY%B^t}^mMLdgZg)*F{%*iUEPpp94EsA%GK0URQt-Dg#rS(1lfvKQ`4{{>
zJ_T*MB7Z;rX4z%7s}c1Uyj51J=1ZyY@*DxFY~G=vy?{x&UDw;H>B7&)&sR4H3Ui`y
zZ3<2_JXh+xALvp-R&Ggwx+{)qlcDlnnWC}pVoBmSw1RAK_FdY0oQ)PqWHwspTsE@N
zl9cMiSvt&qndRY-<1p&Ij{g3A%G6oGU|H2OrCtcB%O38wO1&$=*tIA+T6Uj$OM-D`
z@x6o~ihe^7qdhWps@5Tik%r5|Hl4B_@%YnKC5gbvX}W}9sI6beER`BEM$Byvv(!kt
zL84A2?Wy8VvzcNXwZtG%$AVx8rH|$!DgLh%J+EQec6G5-1Ue5lIuDl!%*&=p2y_nC
zF;k5^`kxnI<>%CWxY6Ba&T{}a#L3aIz%XEF%mB;*eorxTfN!Xa@EqVvx-7ycqYp}L
zQCr&yVrmN~Ok3La3ae)&6;58BmJm#Fcl+|YC<_clo~&a8ZzqKu!8m;RS~7s(FQS5x
zrSq30z|e~0e{v$SbnFVBGA)Iw4A&)paRh!56Ns}HtEJ+!M7H#(&3rIQGI02k$0{I>
z<fYOt#F4zz3dTn4{SR$5H(CGR_hpw<5KCs9p!3qf%p}tAIhLsY0<w4N$+8@eDit6E
z56>jM!sj328K)bi`cw6mdQFsGQ?E&TwJ45qp+z}&^S~ZzZ5+{!77;?xwm71DK;#{l
zY9f);6P}`vOhqD5E#2(rvKEnWBq>ce>XlkyI6A~K5suzTHFLgt|1Im7F_ytH9QBd9
zAsn?CG2n7_Oo9=Pg1?kKsE$f7!qHC>f_8SAAk@Ig1nl2@e5BhVRkN<B8Z0Fe>zbuR
zqQoHgrm2LWgEy*cf>JhPL{NH%Wm`chQI|HOpky&cP_iJg+!_mv{#3QDiA)#P)$_JY
ze@;!5+CcNMj^<+}2BB%5gh2Dzb@hm!Lp}7oTtB^(GXI?Vk2U(+tT`}Q5KmT!GElB9
z9O42~MvZq=On<E8s(AeK)%{X2HbO7U^f%`nH<Pa^(a`$|OYdjSrMLbq%b(5c$k%z!
z|31Ah!QV;Wp6NGRd!(GM+}Pj8OP)nu%uiA(l)A2oQ3}qiT2C|?D0N{y>CEbkKU-ta
zQ=3JVYOZ%RGkTa<N+~Z<2v@rfX8Ze4D*l0%bl>;mLn+n0Ueb~?PEMzqxOyVh1oWX&
zEwuN+1TpR11oW*16IGd{LO`D^Ay5LTE*2OKa6&yJcyPU_U<CB*B?Ab)HYymW>6;`$
zG@yI(x$*T;aec*mTRjudwIlG_m_P({tFI%V%UBV$nFD%$T@%prxk?exkFYWb=tt^R
z5YUhRI4!6L*Yf|Pf>>TT*}qtQBaJ~U|3X4m><e_`Bce%qO>O^r<*857B9R}5bAQ$|
zIWE7|)3_o$w`uQTs=g%Kx?t7_PknQ;*<2!Ugjc6NAK?|KP7;IDJHp`f&TtN@5=jBs
zgB`9DB?epx1Fq!~1FnRLaK+qIS_@bIN^W%KrnU5(`u--75kXR#5#e~f3P*&sEEFTc
zt@U|CNY#@Y_;WITWxvW1;Zx~oj0pc};6ISGRp?w<H~OOIAhk_^^t`Hb279;GH)%MM
zSR)N5E1^^8XpPZ(ri;5)R-0sbj3zHj2pahd1fkwV=3_Lur=kBU^{J#nOg>iMj3&n<
z24UnE2|*b7slFLaeq)RXAh+`0ay0Q0SI>-TX^D~rMiW~Mr%;C*`3ETrjLv+tz8Ov4
zt8aGL7d7@jrg9sQph#<l`mGum^;<~{sozBpe51j&s;>mI4W3^5$Y6i_jUP5pUe&<N
zdiyicS<N9S*!r@i@aW=(`1HYM{$4hi?V<Z_BsWiQ$#0eHjo8$-OYiAwu~ZQ@UFO(y
znZ%$<)<_7<xiQ|Ho6l(u34l4a05-=B@#*C`{zf(!<}9$y!A$<``X>IqKvl;R>Sw7p
z^GyCNsWqDB8w4>;6M_GyR{pU1Mp7a0e<2|V{D)inJ1PqdWj=*68~dgwd*5gfm5tb+
zoF-ZfWY-{wk&W1&EeWErpW6n~9OIjI<1`ceGt-Q<HPWII5&W&LiQq58LPR!lpGXL1
z^NI~c@E^z8Ao!0<t04G;oy;u&J4&JfJK8WtD%DCpTLQaKlwBx}T{qg|qEssH*d(3N
z!GD=|LxOI1amQ3$^m#&6ANGEnjs_XUl!n6TRK-b7Iu!wsPBn)`%%p#!=~N66=~Rp>
zN8%AlLOK=wk94XN?dglxG!zZ>+wYyoEG63iDJu{0ZXfbC{^DI~Z06p?`##vl`-6XB
zhpC*G+SqpJ#q(Rt_>Xf;rbv%mE1qEewQ=T99qj7AU;T?UgOPWpiM*;U0=#!lzW*|h
zk|11t(4!0dU)W&m%q;Kje_XvK7-*zZeP}^AohqwY-B#YW(o8<p5rL-dvCIzndd>6x
zHF{0%`kH!ioAm1X)ad+Lx>ZkqNc|vaO;VLrnw$1%V#`TYt&99OsjBJ1NDQ)-()H<H
zq0WgCfiad4(Uc**a~jS1$S*v`(l*HHWfZ)SkaPi2b)saULRlV+^V7|opjcwSnJ`Ee
z8YeNtd78}^sakk#{}M^aED~m?S2nNhFPA8m>zN(nLN60RQ(WDs$T7HLwmCB}tXBC?
z<jGieP?5<Fl4Z=C;NR3XaKp2EppTw2&|h^h7c|p>2U!>XGm;v_zwHgn(@ZQU2?rSv
zX>~M7*smUv7GbaQfkFOd-lx)atHJ)R>S>AQy-IrX>%eq>fv?D&8T4|x*{XzE7>|ES
z+dHM$KiuPai2c%4&wa#OCF6Z&C{@}eB_Jp0UoZH#spAq%2f6*#*Aha(a<KP!y8iEr
z6um84Oj~Yh-l4N-#@#L}N>Y{}<htYz_iL{=!{oXYnOql7Mnpd+AIK_3`qkMxdxU?a
zN2M@f#FeCAw$44!HA|&SFl(7Wgc|uA?h*|((g8C5?Qf~tx{G;JGIaNg{iBj(DLSfn
zqf*w!zs7b@MX~@-;vnbv;7RpeCH7PspQ*Fj4NcZtM)_-dN5b3`y?i8ftV8`qW$Ht>
zj;*GD8s$&5O*-%a?U=S4?eF2@H=?M=Bo&s@$;u)<wMwPxtaHmT{slH8&L(LZbF1@~
ziF7OC>`3ask54L6SGZZX8j+shoVVD8DB8r>CQ_)TC)eK^>!0VPGpR<yhqhH~-K<n7
z%IZe;1HBF7AMYQh3&#8FdADZhQR7MZf4NHK>&-ho)$490u+zJ`RHKb!8~|<3;PJSi
zj-`r|(M7YP6_ou6M{ntMQ9YeiYiv@-l2kH=JCDOF&3gfd&6puhX=&=-(-ZvZ9=ieK
zfGMN(-0FJbB>yz^rc@dm@`nY)IrexhBN|QmdVfmOQ>Xa5d%w=mo2K{+a=(k&H-9m7
z`h+>iuKK!QDGr!UOK|MC<M#}6-0`PG<A7<<)qdw%cw7{z($GYauep#DMR366q0dpR
zFhQiU{<yTDraB?{;^af>hl#@{8Rq1pMML6-Nl6a>!W<{3A<uE>Jum{GF3IEOplMRT
z|HPS`y(CQI=c)Ol`>5W`DboMp@g4%=cs##hoX0!r*`b1}-Z2f??RmP#rK79oj;E4#
z<Q~qvr0)v^bK(0b5*+jW^oGXwGb9>EP2q;-s433#3mwmo;Ud!W-YJCPqo#?H85}N^
zg2RV5G!Ea$q;R<AUvRiSqr<~9{d;YPV?I+h%YUibErnu7VTXY19X{KCu}8fmK;~%a
zxrV%vFhuWP<sYGr#i2hiXir14kt<okj;9-%t28uN57*-_@pqxmzTz6Vq%=eHeWHp}
zF*@V>2N!0N-B`9KWpYio)UUlasYS-qtctAHZBjQZ+i|W`hl@vA7dCRg@7|(QbV#eA
zueiitRnM(FGD+2zq*#u(ln|^tniGVg44H+qrhbwD%f4QjW+~fCVzA3NPC~E}ADwAd
z;u9Dnmaa+scckSYFORrlt!Ht?Qrv>zw8?^C72YG$tilU2b#jZqZnaiw0<CX!w7yYd
zuvooELZJ0sndZ1@HvP}XP4_XyS+ytb(B9_GD^)kdr>FjY(Lfsv6K;r^fK_T&GKIG%
zn-iQ@sZBG@D)k$wE^6#cf|weMoj3h0sjy1@T|%%*#d(tjh9bW@g1?Lj#u7C<OSCfx
zZbA?v80Sp|k|4H3B`@N<DZb9TWSJ#u$1G!NldPzzSfX0Z6>Cb_1tPMsrX(R)qRwV3
z5lv>ZHi#y(vk<-$Mff(0qm|eCpQ|94+<cvXqq<HSgJ5!%gdF&K=3u?$dH-@={7~x6
z1{%JzMs%f@?IabJ8@FYdjmnK#=8nhii$@MtkH(Qb6eGjM@Ply_uf`~FG5m`-icew`
z*khC`!(AIl2Y$Q)!Rp^P`3ob#N>Z9&wJa+(9*JP38j)KOtWp}8VD<NEf5(gstcwg*
z%cXJ%R#&X?zoXK*cqCXM>2mp6+9Pf%!I-e8H`2pz_BT$F1)NRE&XO3Ll0=-f&Y$lh
zc1>poHsaYkrnBjK_w}Bt`tYq|tLkso(R5Zy(R}?*XRY_=*kG&{ZeQ;|sp?Aw5Jt--
z1brh+5b7J`aO`THn$Y!9b&aG#R9ex<#L^WKgEO+*Bm_}OH!`vG4#tRRl)`^ov6Q$X
z8d+QsOWhE<8~ks&=4^ox1eP^20d;XBU3#1URrQ8c=lJ|^vB%N;phO^^ekmc){If<T
zp6;UmIi7ya6lb;Ipksl}o#Uw+;#@qpz_8%8m<2c{D@yLYQZ;NWnjdPQL1R+`4I~Dm
zSqBM$9qk(1c64Hjv)V!2Q4<z-)Px1Wao^#`@`orJOdGP^x{aeXfkU-&sTNEKIVOZ8
z234_4LSVvTmkG<yX##PF2{w1G3OB^LXl{W~6?FNLb3r_d^@_)Md*;#NWbZ#3A?AC+
z28L^;fktMCdrqp2-n5?}rZ+`S;3g$XB8+fvN(e?c9Kcy%=yRm88E^KJUOcptT#Rsk
zO9qhpM^vtd@0zDHk<BOi?g_PPY{JI(#9B=-!qJ7qTHpD5d;c&3Jpp4ho}adY2?jYC
zI-_RuAsorUAh(PA4+gmbtPlpd0ZrluIdGHvIN(OxZX?Fe9+G-7mj#zmQ7)t0T(%H#
zGkQ4Lv&;WR1^b9~cl(d2*_K!MTIQt|B)X3{yNTIHEEnj?`gF}PgLo)irAroeq4zZ(
z@{d$21%=r?w90T>xPh4Q?%`_>(-Lf}q{paxC!zUD<}QiBCLdvNM7K|3a70HK9MRp{
z#EjJceAGWiy)DVW`VEKmXA%R}grS|uR9)-g+RfDu5)J-@w)lVcn7>3NHWh6uFN=;W
zn;OmQO9a?gX=*NGc74KMq?$`K*b_R!ek(s}Jp4(2PgNwzpni9Ue~H9^KVi(H#_!}e
zRTCu|{0SZ5j~&o0pN^eqX%F`E9QIeq@?cLGuz&UHegoB7i3WQ@N7!TXQc;aZCNH!t
zdLy|vZd+8AG1Hh}ljt<Y*%sx3W(M;N>%f0Twnh23y|})CiRHW|%z(%Q1~(?3mzH2%
zjkk;sk~w^1@~}i>UHxzJ1HWY)x2}G_DRwlHpch7TQpntx+?P14A9s?Qz0Wr_HzvPh
zzEZOTQc!Gn^hXKC?&$9lg2~p8P0jA8MT_~)-2b)1?&w|0VjtTRO=)KBiTavFv~u=D
ztzy^{{qhxmcaO?u!iXPZd!lV6m~~4aLbE68E+O|si`>P$+0FFkfBT0g$x>oZbfheR
zJyDi}JyE-aYZ4iNxhZ-}7iw784jp-r=8v)rr^xv9SM4uKb_ri`qF$zc{vd6YFOt&9
zN@q`$biViyB|BK$cuzDV=2mA<)N(5xYSxk`2Cwx5F@ch%pzo@OBmpK4JDZug&rXS<
zi9=Vt{|y@7Uy@+V9-ePzrl7AdMofHUgVhIq4ySmUnVTLT$FU%pxan~^4s)WJnOz;F
z|9O`9<9P_d%*0loXC`ilPuKWvD!tY6w!fZ@!*t+*W@d(UKMCebavvWWbDL_BE!ro%
z)im39tEt40x15J|3ndud>XvOA)RQUB<TY%9kO*9m85PHiFmPKa4&!%8nRY%>;5XY4
z_M02x)3>!6*T)9KWsS0Jm$mED=SuG@L-p|+duOUUrH*jjt&Zz%l^D!W_eco5w$o+L
z!{@YzxWj9&#PK2wy!L(^<{g)mqvs<9UbAgruel-gJn_xFr`TXT1RHbO+E4tKRk|lT
z;R1c?maZ8pxw*TsB{esVElFbFv1Ss&9`n$ovSz@fibVQOb0#`#QzHRzTA`brmoRWz
zi5uf7ju$lid<4O7wk7O0H^iq0e(BG)!Q9$B^dwZxfRmFF>7-r0q8zeoq>5;1D;&SA
zkeIx${qxjq5(2;JcysPJr#U15=2!yE+FA<07_j|V-!$FuTYnv8QNyNXF`GR1>v=y$
zvJ&rUX4XaP8P;77@0L>8ySACRZe|62Ov?v;@84vP%-9Z}JE4C@!q3es>opVlXQ^ML
zV!V~*`%yqJM);cPuTS{Xy(gOEnpqtLbX+sTYzf~>ZK&5a2&Ab{Xn}M4<(a1X)ZhNB
z?g<RKZhiShOX#diwQx_NVq=$cxBrxoZmyjDebOIL$y72rBjCGT4a;Li>zad?8j=QA
z&YDRGhP}oFp<$0q!j-e9PSa;CI<?^2W;y!gmt$(HZn6lCzRs1ir9H>_Fr9T~Ubru=
zx=3Qy$|tm{Z?x*5*ES5~A+M)#3v=Tvrny6tDf!^WnPm$v)l#Hm92+X@qvL8iH_isO
zaBiH@kH{t`|1z7LB$&>qVw;=?nrhrgT=}#A*0?6p<-+nNo=O+!<8y1*OQ2u6^t&+)
z)wNPbZYb$j2}ndEXVyvS20cAK@3IzXF-o==eZ?>S)?U**GP^@kq<OGZdxjnJl=FDN
zav>AVV`IN@6V+x3b+?WTQxA7Yno{qKIf)X0#<80qqH%opo4<+oxfVM4f3%`{SyIQ^
z#jxR>F4S8FRMa?LkR{xWBhx5#Al5i`$2AUz=0V8^jl(j98%MfyOMF$->zS7DcBFmK
z52t<n!N1Tx{-~gRAcVZ~r~i()_Hl87FQ>BJHKTu~s*^)3A`^9P6e-C9646BWSlT1a
zt8yx63<v)9w{aRn>)e)9_DuEP$m!#PJ?ekM<$-|8l~8y6H!&q!OBzInJ`#ckP(%>X
z05-o$Pe)A3=vvErQ4WWQ7JBZOadq_0mH}iHMOs0j{(JjHKGVpp@GwdWaJPVFMy(P0
zKwhA?w<yOQ8XSC~<bm3^3_)n9A!wpLPhQczNkWJ!3inXyhg0jT_!nw@70INikQP1q
z;2~sMY6%vOC6osdNu^jL_#?+mq*BOXCnDPk0xe7`#q7#~C!(nocez=KREkYGCY54I
zt+Ctmtg3-W)NV=54ong8HODxRO3`_clZdjpTA+URK044ZE&q4b3oe+nzWfY%5;OpO
zR4tHdwe3f%2Rt4NqLCfZ#TRI-m!9g{U%fB&;pU$7wt&!M?R9$X@*c^FZYuQk-q=JB
zOA562p3K2;s8`nsRMB(ZA6z~62P$bd_OF<iT(tj3Fz2)St?CyEq3wjr6Fe;|>mxZ`
zvsFS%(G`&%u|F?xru2xUmL@&oB=d{3*{SbMo8bM0+{uUZKS@bAq?g*DroYNDhxBb(
zGWH5{`4`$&ZcDVSSXKnJ6TKo~UQqA;vS(!-2>9#ktQY*1^xWEkD=YT-G&N9~1b6op
zkjm!c1wC8Fxx1zQ<M`mJ-bpQ^K2Oe_N+oS~k7i!d-Ms{Jks1+{;8<$JoR%gvVxB}}
z3uji#Gi>23cDz1`i$uJRThBqlu-D5ZGk9Gp1+R~8X}o?1lfvtF@-KM(&WgN_OV2A$
z_Ds~d4Fb2=zQ%+wF)c7tJt`%`*AEE@MUl&f(MD|Jz&i7K{_6s1G9_MVX)fWupp)|h
z&L!N><EV}sD(?#|O~!;Jgk$gXEu)8!OX>VEZ+U|{iINM=j~jX)6m^~&orIPrwjxL1
z_|ezORDIXV`7JV@=kl_mcS(k^T!}O;9vRFi+6>T7Pi{oH5{(1fR6U8qsa`t?!RXP3
zAjSeDM-)o}tUm^{GV8Vh5`*KUDH4K}?!;DRH>H#@VzK7qzawo2`vSxjiw=t`79AD@
z$q^O=i}k*(%woM)E0Y|dr6$mNoul<SiNR{~0SSTD_qWoecldkg(!qhY=?^mctf~`h
zsBW|7<)0hkWJXwE=)WeWKQbeFkR6;E(T3oBeABX(IW{^abwzc3PY_dGvCN1ITZ<-u
zb0d$0VBv<$2n!5F{&EC=9}|poqt=oE1m_UM2u5Z^FG+wo1>eN=EMO<L(M7NHPE|fu
z-m3J%)+RfmTWe!(PV1<-$d0huD~@_(qmRf(cEo~K=HO@n3qe3xz#1W-ENG1|o?=ZA
zHq^rl?mD@8?SOu!?ucYPxz*fi`ox$(n(opuaCrqG=I4%qRq94*D2Etzy@aUz8I(2A
zIB<<#(=m{wcXjFYPj$B>zzM>Z)+S-%j@BY!;;A^Y$6{nin0Pae;&6-t2@~JNQG6An
zz?p;879PBvbciNQq;(H;h$Ku%N^{b1b?ewDB_dYsHsonUtOjjN#OhWU=$LUk>mno8
zwNg1mto=Ru%~g%LxD~OM_6U5YG9?(ns*8l65q2a9H9|5WmVz)+Qlamcv@sE@L}HMF
z5S9@1eQK<D>3BM0M7M9ie_M^0xT4!zToJL{5GMt}0;9JTw=rRBU>lQyuvw}D)o*uH
zzg=QDZ0X@aGk=HHd)k<N*d_EoZ!AB0PVI>?w6_^^&~ihZ^aBeF?Qe-`A4@;@Rw@b;
zzI06ZQerS(T+mijJnZ<>Wrvq3&RPq^9d=mUQ41C%mVRJ^IsM?Xm>ozz=pxmE2_5J~
zVE&p~2Z_PpQ7j=aVPIRkDu$lZ1mX@8Z0=kYZith9V1ZE;?b@Otc?N3FB-%zq`a!=o
zW}B^}fg$}MuZ<Z;)=0I{lWru4=}D3FgNf=MNriD_tAt=2LH>aShC-X#nuvZQDaHdB
z3C1|`Z^;0HUx^Av{=soc5FJOn)Uc6%5Z?_yq&H6Z3)t_s)u-o__of@AEYOo@tVaHU
z6-h9R$Ve2moAVDy4)PC{aAU<Vl9EfmFpQ++#_vC2f8o6`fqN<#E}k75xKy>_;*sEn
z;UY&u_Ix|b87{6EAGk{Ol{g+LC>GCqf@`#yFU{LM*Nhgpmorh4^5JvBSo#9mfv1vt
zsB($Icr!NF96S>T3<6RI*k3@bc@U^MIj}4e|0R)$|4nl%jQ?v`9^(HkxhDQEni6Q4
zQNUms|FflDi2o<21fJD9uQZViN2GWf|9(kGjbN~MORk<!N+**{n{a0u8QR{Hp|_U?
z%GDDtV&{g!Qv`OFO0gRX#OCrchYeq;!U6EqZG1hZabSa{I;d%G_1-C&V(@uiLeO&G
zAqaIDavi!1p4mSssSrE9rB=hS<6DVA>_})Qng(LW1?|k>b0K3y*t><xT7wU9Ma;0d
za?G$GBO=f2TTt$yp0BuJb=7Oe)UNJ*C)f1SH*-yRD3qGP)@}re+PX@Olmv(jB@%*H
z_ALm4LUB726uPyGibGIXB+Hf#m|I*mDh)B=CW(*5gnI2vOo;c+4ed-!xXuxHX-pvI
zl~(N{AjqZ}wUh$_2|+-p$2uS&9N=FF2nX852Ly1F85H0~nLL=K(%}{Eg&yUDUvN7Z
z<#y1`jS`b^E%fO$T}#hysvn&j*yy9SAB`tqy@xKn@^#QXY0h;}0?>8PBOAZ%U%5_;
z@<O^{le1#|()BIMAEUjb@{8&I)t)8e8>(-lQz<Yt^iIss2NndfdTd%jU#S0z(e7=h
z?tEPb*F*Ro7Hy2VxespSaQ`Ka`^ZM%UdY^6dGg}-v|`LTRkZ@<Axd9>>KEq4e88zw
z4ZX9Qf%z5Z!JIP>7M2C)mrt*I!39g#m(Rq1Ey~|vjo+kySh<pg<+BC+`tmv?@}CRK
zpC=cxE19kwS5cql`q)QccCvnI{md*c)fX<+PPsJj)D`l+Dy;f97r@=diF{=T)$lm~
zx{?2RjsL-ArF^~$flD;^@h@DpSjHL0$YUPK`EhV^kh67=6f~O~6?}7okDqV?cF{84
z9>*Dn;=M3zZ13k^oA{q2{10~jdh%`pHl`lrU)a&On&<0S1vKRVgz=z^+RuTj#{bis
zoyS=*?exdr*GcwJzS+M5sopZvg19BESR825kneG=sx))@?BM$1%1$s|Nq(iu9ZM|*
ze2OHWLc?dQX)9i8Gt9^9Z=|PO9;lzNfLZ_wjhBVSm_iFo8{oEpLbN%0@8UqCdfbvH
zQJulla2fk3IA4286IxblVf;?}ucz`uEp_)LfvswVY+tm6(pMi|>#OWp#&Ys1m6QAQ
z$E(LT_L77fmj==^*_8{+O3Op_c(b-ec@r*Q$p4ICNqTEpLj9`Tamnu4de0N3)Ai-O
zZmXp~y}qQ5?)hYCWAo?#7T-WGM^^1nMQx2LaC@G(4!uc$_hwxYxX7a<$fPlTx;(Jm
z24j2d$cn%^^&i2&T!;R^f<)68|C49Z7!L_F?R=*GBY)lg7bqC54b0RxtuFED)>j95
zt5br?q%vCNc;Glm3^|o?$(oWYROR;M8qA5vJj_qL?U4|uS8b!I00EIqN5ELBVPjba
z$#jI~WIE4Zs21~yxQgUrUb8=^cS}~gR?_-a7hVz!O%JRu{~?buGuM@5DOm~=9sRF+
zY14W4nBMdujXi<X=$8nngfr0@&g$@=k-R$oZSTyUWMVn}`8NY1W+Sg|lr$=qS2u+$
z<Gi|3iN>bvr1sd9)fu`Z**l}X+5Uzum>v9(r`N0ueCZw4-Xzd1Wd>4(k&+`4=)PJN
z_)%Rg!APK6B_WuBUEN+^b5meU1+<$gqP=!?U`_?JyDOsIye81arp3H$*d+t{bDdqH
zEVVf?Z?D=^QrF{sr9Cq9^wiBI`57-WYZzO}j8Rr8Hg@kb>jJ4B^?}sk`1-(L^{Irg
zwFyL{S8t`ZVG(17`u2uEmipOU!uvscU9vGy5?7$1#`E?EHwN0NDjh@%h{{P?->;!v
zY=x#9-u2zYEF$xkz|A%-lILQ!JKtWgY$uQX>dos=p|7f+!B@KQk&!j_9=t8k&7=BA
zO~_%{y4xLrrm9$i(MI}oFfZp=1zZXyRUi=AebXhowXc;IS0#W69hhIw-cj<fS|*7w
zzrMVKnO|QnF*Lt+a@N*KFece+I+#iJ2F8d<w$+WWCrzx8K(r%{2Vsyvv@Z_xL<h6{
zzn}i^8El(&K0+{)xAo_lyc^=vJ@%ALw85BHU)I6Qt3w^kyxQNvB-2=pfLE#;9}G0n
zL)#5%q^C|;-&Ei9a7n7&w`i#7qIW(>8<&e4me$g{9t<>6^sVh!*y0szN_7E26;bok
zTjnLFc`u~R271F;!Iwy`p^#MVp+M6Fg6I(&OHy^_eSu8TSAC{AR1qxo+G;b}>6P~d
zidD7*^U-O;@>o-Ma&4MO8XSptlMpOlx)6k#(#sSv`Hki+_x8^84(@19!*`d~Pf^2U
z5o*iy?8j%}VaAR~Xr1?4FeOpanX}xOLQV$Hz>cOmx^%>8czPT`#~2eHySnPbwQ5&a
zmK|6|NT)>f|Na4T=A@3!fjIqe))80nFRV(gBC-51^X)v`V6r~4J*Ea!``zQJyQ^OQ
zU|_hqBc@UwhH!O@gd7hA>AAhn0zv)D&cHOaQ{u>5ctoYOm$X{3szFEfR2+J0>AY6n
z?H%>--GNT()i^Xg!P1(IrTNjvy5_Dx-Hm$!Nou>KqlTWZ_g8D3=97xSE89Bq;ws&{
zuA{R%@mTLhJZ{(ZMjGE&q*<)-ZDYQ2RNNp19bY<UoKHd`GVpEnUzrpOx8L{|9RAyx
z9Io+o`@}~A%Wb#gJpS+_fvKu?Ct?zr5^&#2sv#g$$)VDxywy6n?5cu!2tADc`Xhm?
z%Gh{mu8)5bsIQ-Rz9c!fC9$xlB3aB-TAV1Pm_y>M%#y__SAsDgIXta2P${3l+H<;7
z3soQqct+ysqPKob`%{NTB~&-Fl75{`hJSM=b-GSv{n5MQ%e=XSqVwUz)-f(<{~PQ0
zs{5o$aCufIb3`0sYPdYizu@w4C$#Y-*~Y2yML%c%*^_7Tc?12`-QD}E<uMhU_P#_y
z=xM$uy!6dp^W2PVPxn6^XzAHty#3wNf#lp<sGRNXo0yaI_9Dp|4`UDScWJ7g`%Iur
z-6?T!`Tpi5r3v?SqHi)E8=tMVNjyA$kK5x9J09P_q*0G&9V(gPz0>jdZ80t}k4v@S
z@tYivzsc0__*?u79)GJskH<b~zw5cc61$aS*)ivNN^Ck2lkPbC8wtTD?J2mF>%U*1
z9n%Xtlgvn;!0N!$*_@XB*@^c*hpUV@iu#5^H$O@9cDy(wCBV2psBq+?_E-t%I<EwB
z>BS<vWFX1SUgziT+OO;MI@(0(!wR6^6?b+bOWLb}oQyx%ELrnkN;~mI`-`ORIG*P(
z+GAA}aX~e`=8^7|)o@9PEy!sSf^jWK5E|FWw&d3X2h>%P0JEbjI-A+i6%vEP7cC)}
z7_IND=N*|nD~%CiUPLBFo0V>~GL%Bqff<X%6Gtv?h)<vTq|SwU-&cWp%EDpVvZS*)
z{aV!7TuS);Fiph|Nwr|YYn}C-M*@ZFLpLVvHG<HPp>8z0FOe;-kE>C*Qu$>W>RWda
zFEPVzEEkP7GRzi_-B6IF{+3`k<quNsKeKy~&Bt#Kw@vGE7T;jbNCMy-TL4ezEC?L%
za?AlZ^}n>UnK%Rq&W9#tB$Qw6D`KgU9)Wr<B#5bZOpV)hxwwix`tx|d8YM}wF*`y+
zaAbp{e+$gocuI8gPfm(&Aw_jZ0c_ANkvyQlqNoBm{a-5yFnz*1+&em(cM*!&t&wRI
zyUBASgqh8w8)AYN#ROxc*6IV86UiPG^#O0xk}Pc0?qFF6UeB{q2wu;3Im47l7k(JH
zy@Ifn{!!ox^`SHhgY$a=Lh<>;;6XeoTB=vCE-hC-3Z!|I`y?AS#Pc2hSFrK!+I4*v
z1FpeuySSs$*T)0-k*FleO;mcbi)&00QK^1cvKLXQQCBA_{q{+qFymWROh%=*rKUKC
zSzKHaP&r&a(##N=4&OGUA6s~p%9c0;qaG51Hc>zjV-gx=`WJz5>LN*n?mVok>4C!}
z1`#PNA?SQGH8zLwj1eJ;?6cdGm$;(aSzHm5+z=U)EF8Mzkglc+7IZZ|plest1-DAw
zj;x$sT$KRA*bl2s7_T0cMCg1ENeDXMj_MPdDhmv`yBxWjVsg>*K9mgL<@asDTkc5f
zrGAi9vF^8|D|f#(`s2;@eJb8(C%T$bl5ZW^@5f}L^I3I{&L<mA)O;M9c6E+TSrK%;
zX8H6Bov&H`nK~c75`OYjU}*(CaQA7NIP_p9krs&_*iAs3uY^<k4C>*h16B2nACy!v
z-wVH3kfAT?*{Q*y-l6&CW8oGTuErtx?ru2l=RiCC(OV^Tlq5Etuv7k-JK^Ol8J+OT
ze5Vsm{coUE#t??fPS{1Nh)y{4-qKsu4H6tX5xrT0sfGu8Zy=TVW8qc-?3?k&!Xp!k
zm}ipIb&?1A@E!?4>)J^W;}7)Vm$sG8Rxe5_^x<czO8HFlS&6}!=KB(YKKxF;>BC1E
zBl<A8$JK|4EBdg_m4{9@gf2V&8R%$((T$$TH{Ew9RWuJ^59FKfo6?PhMH&(eO(uvi
zwC3NmU6~`P(0`jr2>S1jf72q`0z+`)Zboo&x2RzB-{F!01P_f0#@S|262!Xh$$WFR
z8SkaiZl>2xb|emsNkp%;Y8ky&wzR0x+-pe)hRl;(73j6Mur}zmw{)wZ*D^c({sV#P
z)p+4W?xSseoNLl<7tS^B=j|?Vx+lu%o;XgMXxE=V9sU$CF`o|4(laXum-(=qbE*ma
zcjcMG&0TrU;U)p_*6mJa{{a0Hee0GX;;mc8mE&~esXX)6E&U()ba+2r0F2Oezb~mV
zMV_EwI{7N^o8U;`LSEuyvuhpy!p1{2p3!5Gei{G5s_}FFg%!k`JhEcc?!-Q&&|y9-
z&W6!U_5aL=#b?~@d{}(<H3O>amMWO2PbLPZs83jDn18gJIQBUvz<YPA;82f}Aam?9
zt48n^8=PD-_>M{`kSzJ(igXJSJ@H8?Feg5>1iG@`eR<zO`c#Wh4c#+2c$>--NORC*
zk#mb^M|}98XF=`Y^=g2mM><O%o!m3%q_gxaaFQQu2dn7keZl@}N*w(Jn;uz^m&H-d
zx2f=S!^?GogVpLd(v=mEo=goU>0_zEj_STR`hVH<$eyXlXj)s|d0}}6DzDq+m1HVO
zV@8d{0yAn9)eja9W<oPeyve`#&&Wv<|F$<2+A)b7JCYa>X(%{JdQU=PCrO_cn3JT>
zB^tX3$Jws-^s)GaYWlA%I!!uRVD@dG59aEmh<TaeiF%zn>5p548geVRsH)jie6PTq
zF?qVXlzUss!m&$cMzFC*Rb|46(loL))cDBo{D#5Ks+PoIc&pl7doqLV(q$<Q39)-U
zg{gX8zfpOru`ElIgpBBGt}U8&a?%X`FZRS}EX@F{ho$OYGJ|7n?J$fkS~S0N%xdRb
z&z5m`B4SRX;C0@@?&fgi;73FAGrC7T;v7W97uwV~*wZ_#;zG^|j#UV+N?g+<IETLd
zBh7^y8#W7$RMRCG9xUyyUv3t>tbzj5vx9f3#T6CsHxD+AE0C=pZywB2H&#?2uLbq8
zc$NN~G^MJ3utl)9+FVho0Xe}&b}1YZ#T@6HN?AU@x!?CW6#l$>EB2i81#qhr4mqDr
ztx{Qk*(!LgdPS-O@9EaTjp~R5v-fH+A#X=hX2+_^^myNPpU*Dr(%9Miw`4=(oVLNs
zJl?M>*4Vi@Yn6h=1KI`WtKX$o=JX@xqQ<5hT16qSXI{|b@m4FWuthelpcDjt**^Gw
zwG9^_C;oy9^nnh+ZYr(N-D7c-dDF;XJJm$u(B9Gt_5XDY&P<o3D(<nJWZ77crDuVg
zHZRX(qmg)2VW$Om>a?Y!MrCB2O;mzDP;Gpcp4)g#Ej6$rf$942*1A>o{$3YVZQA*4
zaUvq}mCnJ^^A<TVP9(jjl9N4#!RNN_WS3xu?S5BtYhFP;;uLkUl#2=HKL}z5X5`54
z%MV_vHcBc?>2EGHQ~H}F22=V6Bm`6X`wPvK{z1lwDZLyz^y!c0rg#d?jNWF-GkQ0~
zr_+jpHT3fCWVeOG?0R*fPHsA<H?c#aIhjyJ&ngVgQJ+fPV8=1Xj$;x7JARcA*zq&*
z%PK4M?x+7bYyN*{vj@9-#2p_~k*u)GV2k6|amb!l$^yfbqft|i7X^2z+#aHf!GKmh
zOhvSk80=8a-O;d;E;`Vwmfk$QUPIMa60kk=L6to-XmW+Ew}?&snd(e+1e-`8mR+_$
zt|T|ar{C)nEV99D6n#+zg7HO_RZb=OPX&AEtbP>e7fVH9<7JMGmq|=THm;Ebu<^zU
zY`poLHj+TtXbWT;-4LHvKL(rFVA!~z0vj(KNF(n{Qb(BgoMYZ|5>t_RM<oHwd#?iX
zK02p)BoOA=0@*w_Bt_RQ4*F~`%-dgqc_)g4vy`u=yM@;5X<BGaiNOc7TSy4HShJqd
zE_UEf+COK4v$jTJ4pS`V=wcRxGK^F7;g@_D>N`rPiCH-GGu6`y8P^UA&Q(*SdZ?)h
zjwur)2GL@Hgus+}F;fsNE<L9$#2vQS+__pTNW_*(`o<H%#x@R9l-Q_yi`0roU7PyA
zf>0A10$+@c`U1xc*HZ}M%Z2|a)TO5pRdFNVnn~bZ!`M;5tCa=DnI69MeVjD0zV!X6
zRE_uQe8&U?Ls0kb`t;~vy7&E_CQAh41+qjs6zCyif-Ssn7U)aI1e@pnN=5B8P;BDU
z%?y1<1$XnrN~N*E9qLaBcF&o*o1*`dG{_i9E)tC#qh<|)(5Oi&yT0n(h~7TuuX<<8
zB2*RftKRlNSbs)Jq9kUme8ibVVo}$_XhrXcUlrtc$=WB<4GetLJC4TUgIcp};r*Eu
z=@`d`%6fm*eoYcO7CC7n^uyVv8PC74;WM6OQrbxRQQmDp+6dRYTyRAmQkX1_A<K)z
zLkhCBM1(tL_M+)DeUqZw<lvprhZN?zS&4@fW){&5mcB_bU~=##?U@?9RV|a$?8Ow}
z#ok6~Dn;91b-a00aesuflUlQzd(wCvq-mEv-k_vTtC&}vGPcs?!zjzW*kiQ4p)|Oj
zwN0KjuC3BiJ{vByU1zl2`$SnV*`w}}lx|J?8cnGLG#x|T@Q*Nkt?ZpC$u(P)kL0;U
zNGjYorm#~qPGNmu<j_gFW-xe_-CwsBhPvr@gTb}xkkp8~r+Q65_ELh+AdmV&fXorr
zCwlGj$bQX7^ii0)GcQtq#ZmpwrlOA$rRt>epiloXotA*9y~v`-!XF3vwR@QZec}k(
zzsrN8RNFYRmNBy9Q|Zmo*RBfI);oUAsHI=Mik2Y#;|lbS6~IP~G!d=w!y?}2-=tG!
z2b*d&nRfRj3GdTnQr|<?$EiA@&Z*d@!50i>vM}uHFX*NJJ3H7f<3o0X+?9D*`UN}s
z*Ubs;R7-@K_fcE$s6_&zu@S#kLJ)s$A_&DFQW&%L)t3Zkir3V3NP3K9_tWH$x8(1a
z7#yqZmk^9(`+AxA`?HJ@qwxa%+u8cT(@<XGiV@7>iqY5&@#!fGgClJ57<}&OWls6;
z>g9Yr@KPFyf0a5x|DPQFf07uC#7VtLt4Q;K{?&V%NyS^llIQI;nc}Q=5O>&NbLWxR
z4e{v~i)bUz0>h5eF+1pM-?=*b^581fSLy~kih7%RD3Tc5H6AA+uw%5#jtS?ogWBfW
zt-&;9F-LW{AwK={l3*vBkmeHEdg4;r%2_H^!8F1uk7<Mjfd>kE+co*>vfxeXE{hd?
zmDjt;@xUgDfd}?V2t4qJ%L9)y#o21ov&neCVh#_uAwGTk3aUs8Ou5U=wf9Pz-+v%g
zfd?!?c))_d1Gl?8F#oFHb?SmXqJ5$b{NZ@u4=DtFv5ur=4|r;8&%Kc~TckbLWva7!
z;Sb{lO8~s!hWK>hwZZnv0>|1xzElTZun6G=3j#0vX1w6Ji*hP?Y~Z)fH}}Gv(sPr6
z;j;0{Ugq#^rj&x<Hk}|QxZ#xX*6V|_)e1?4!?&dtguhs@^oC%LvcRXkp=|x`4Z#*_
zouq~>79n}Zrx&ga*0amAL7vO?ifzH(-syeJ*&XT4XLowW_F#1{oy0)py|&7CkL>Kz
z57hQG)U)>o>gkdP3@ORYH|uYzOPsy8zA0E&EpP``U3EwB70*iJEZkAH#snPO$>AjG
zE<Uy+)_iQo|Nr|zin(&eW)6eCToYVmPXsV=zk6*kq|*9|=DKHBusngv>#g-d|I#)4
z-BwNKuA{Q;B@u?~wtdZz-LkLtJUk;+_uL=sqXx&3^^cJuRj(|LVseZEV{~0X0W)*@
z@)-Sq{;+&~RqdTjXDN~dXDRy4-NET%aQ-Lrz~H>5ug<$ASfFp&6HMc}!!Z2VEy2gs
zEkcf_VR(Q({N|v3=5TA*Gr=KI>nl53{TpNfjM5KE2wKH<f>1*yl`%@caC>l~dRbB-
z9z5UIj0w+63?kxD2|+}BkNg`5%}oD@F(L-6;lHi1nYdz1v$!G%SdbB$f*q6vK_@=Y
z*97yY`<h{S=w|AJDg8v-fa<mS8P#h^3_@9sgdmh<>(l=Z_VAu2jyx*2VuG_;K+Iu*
z#T*t`5Wd8$|K3Vn-vXoSCb3NC-PDLFr|$}mS5u{WFlC}+%0!7VYkdiUDf4VoE<L9y
z#2lvB%z1)gL8vn7>DBkp5N?5C$~fB;EY+XvYnJNUskS(u;l92mq&_Y+MoWB@Af_cE
zr2csyo%|e>R0yfBN(e&Y*Y^i|DGLl`UV<`s@AJ`qQQ1go_*wFR>>q5|e{T;CQ`P&+
zrW6f})Ho0p4?PfUpyJxJhdzJv7OjClK3TiECxL(W_WlqPkNgI!TOuLhe~$#KSK}b)
z*v~PN<RG=-G<O>$BowkjSm_q_H>nNrakJq?L#u1OlP0Kgg=OB)`}k2>&rI1xr_`gR
zX}pw58Yv)jNBR3s0bOh1=oWf^MoBfj|DhnQzkQvn>P3&G`n*H?$JQ5K+V|+WC)mV0
zqrVR92{z81O^ob)j{viltBhenmPy_JbWd=hnlHgP0KW2};N(h639Nsw(z&s^LK5Hz
zcriQJN!`a0@b&$11YBnZlSYn!FDOr^4?I$uM&4U=>lVh89V*H2%-1X4qta7XR7x^m
zAe<`&;MF&&DrzUt-=y?!XHwM41N;lM@_?z8Bv~uu%WLxknyRIWZt*Cch*elE<J9v~
zG#0n}B?Q_0PsaN_t@=Xeo!|HR>)#(E{~x7dw*TK?M$-TLBxhGL|8a?nCG*owe3Q)o
zy~LvqzINBaFQyKX-eb~89cWJG_Z)Y7{3FQ@9+%3&<8L?~uQwp#@%sD=9<M(D{h%U`
zmwYoJQ6JhDoN0S}?WHqlo9pS|6#dPIX2Jt!w`G=*6<V+6p}Td~({w^J^+o!p=v0AE
zr|+kU#~?|CIYqw#W=_#-fXVAGjiZ<pqrhZAN`iewRFoI=EuRZEGz)r3ViGTM2E=-t
zm^56+(lBXQJwR7}KA4|T#1L86t)xPjO00Z7cvNW###CZRtI+1C(Mf8(B;cuozVmZ2
zm)u5ZidCdLW(_AU43(;vWDy>(JkRMBp9j;`a}t4(_o#%JNy7kV(!dxo<gVtwtx3ak
z<cs{W1~yj=xt1IZ4YAyP3y0~${sCtCuy25wKJ<Hy#+#IZBrehp%=BTPGkuU4jJYi&
z1Y>S9eflH?6g(SuTKD=P*fzZ-6P?wbS_7Ragk)!?5H5&M|NeTgP}P#)$Q0rvjWc8k
zhTJCxm?3u?S;#}~y#(hZ{8?7PYo`saR!$I8jTmxQ9u96+S4t`jxyvL3e%*Y8PA)Al
z^jOUHI}fsy4~z=On7d6f!I*n*R5%jwpOysCRS111mi*{Ezh^audE2L_7<oL_YR?bB
z_89E%HG=iaKL+!4t?>nkiL$X_T_QV0)BzZCsXf!WB=s~GL3BUOS|Qe)riQ?m5@mEZ
zYn8Hhg6r)lgSASxcY|A0^+B>harRnm3lhy<t3C+XYpSwD<6aSx*D$|7{0{9NF8?b?
z_td85)zaJEr=!f~lAdFkPjY~D*~FR?+OGZ}7*K_h9x*I`kcnZP2AO2G>%XF0vKcRT
zPu4elMf(h+;tGs#6^JFD&5EO)ZqcUd2R@>#jBDb^R>a5<B`dN4QS#=GgE=NjN)kj#
zk4GnaLeoTie1PR3K0Z81FFGC^mXXa686Oj*Du|CMpU?{ENeM=L<U39#m&&S&D$Y{t
zF<Aght-}(62LC!isJBsdAZQ-?EZD8my+L~5z0vl*bkj%DBlLVZ$b_CRB?hOIe@h7B
z=O2Si{PYYa14X=fm?^FJNn8;>Ev|?+Zir6@zoZ6Wfe|`C8)QP~@j)hZj`)gP)`cZo
zp|itaqkjj9q0reyBM)HTlf}pbsHT^H9jv2<NGjMgXt3ENO`-pJIaYE`+ejj8vnBEx
z#trf5|9(R|DHa&EwHs{P_RhD#OVm|TH`L7)j%`;+42FeUBm{PBaM^L&+3djeG{+2^
zIh$cYT&J!Uj&{fz>Qh$^s;ZBlpgqK=q*B;gvZ%35W<lVKB`#l3LPXC>OX)0Mzx)wp
zxg58c^2X_hj#oaEm{^U+GCzKn1aQ(1E+_rM6lZP7Bn*{p3u7<2Ax=hw1%`p|#|*^C
z`OzRVa=uOtoJY=ADRT12*{xW#ZS>_X1TlRXBj=Lp^x?r_k_sbdv4mjcoRJtRP!<@9
z3@kQ+yA($SW7ND<GJxRuw&2H~ET$*dk2Ywii~j6V$@HX^vQTs+^-?#&!ZqtZ_3Ekk
zxNu#u$;!XlQDuHi6|7pV2!~-*#?GiWco-!~7)DdL4l#^A%_?CSeY*He!)UcXf-5T+
zM&JD-xLCa-O~QipKLS!&_Zqi2Uqt6Qe+6$;Cj^CgqvxAqGtzxQrj3|8qPE3@tMhZc
zKP9wz!?sWhGsZ{)GZQ~pT;WVSWeC}aktThJUhN4D&G?+9%aP`=R3|bMucwQ=p?g$Q
zE*^=Uv>{xgT1yCbSZ~uIS|@~B+q6jYt=Xn`f3XWl#@BO3rACqqMx|m2L4z7d5H`Ko
zya9-*{8UMWcsFr~iRBX|26Op^62e{CbBWGt5~5x8UsAfKU&dI`jnnyWYdj*(=*AXj
zj7M&Wy!U3|xC?p4vDB`*UFSB5o*||e^&4Wk?=Gn#jNU;IVKln$^O6ePcfW+hx~~O>
z?0rTyULxEP6OJzYtz-h>U)jPZ-!oWt;obKPuA?p(DjGzr3*Rurbm8IEI@MEguJruD
zYV`K}Cban~rVV<r)gsV~WxI?zg?ljxLodF84L~pMz*?afcNlu6UVLYZiAvW@4$Z2d
zEALMZO;SUoY3RxW1qA!}51A`)Wdd%_@+WK09o(|$DN)Y^^BY&?Ee>3<<A?I1dY|5M
z2_2A2tm(ylhE~{%|H%T)Cj3y{JvCI2F`gl^7x$Aop%*`w8rrUIkzkxo;T6y=5{zDa
z%TQgn9t{Cj0rcWSZw_*L@#a>c5`8E+bfGTtg{qp@JU2*A=*iDW2-?+C1TnT_Oro1_
zHT2}1UMc#?`V)qzHzob?d+6D*p*rt>W$B3$jv35X5`rH6x#M^4(cdsu^yoGGx7DK$
zlXrQAepvEBk9I?Rx=}``qfLko^*Rf5R+3K*HNE+9`f?o)#*IrzU?f<=@JxaT!y9LY
zmZ~n23cb05gwSisQ<V*&AmVLDSI9ZBEVCpk6P<XnRhE~|6QVM432we5h;`UMhnh=p
zmXqeynVv#-)$!)<Oh@2^m_V~fEPaQ5DqCLET<)hN1O4<*E`ok~FDrw7dT&X^{q%zh
zdgt8i&^Yysv}4a(GfNW%U@z^ArFwi%3J^4Ty(GGYm89=nw7!Z?&k0pGL#QM+o$t|-
z3OnCt%oUyQyAu6bPAEU)b%w~!_m~iD&c&v;46RW=NpNH{>tS_Tf~m_4(pe)@TB~Zq
zh^y6nDieg74_SeJlhP(st{O@zG@k|%g2CX&Hlc3H0%I;$cbI8Im4}%&lrYRZ9NkYc
zK)dZ76^u4CUJ{@UEl;W6U1xpKt&aMRjj?*!=wYS>U1Y@RH-?AWYn)n>K(ryt0cb<g
zfl-^e4NV(n+R!vs0d43e{)IMl)36HK5ZK8}Twq66=Wv;lQn&dsW#)cL0^8tmZe$p~
zw@3Nj9>@1sH*>4<PdW)%)k!z%;Lp<K9YdG<u;=2`83di8E2I2m?5S?ftx5v$ld-y}
z?T{*0v?#}oD!!x<T;*xMo?o=Y1q!~>5M1bfH}!5-X)FJ;hV!3rePb{G;;Rm^XH=Q&
zdXW6HoYCSjRTRdJMpj)vynbem_s?$TvgS)!i(*&LdS0>KYSHo*B*`i(Pvom-xOs=P
zKiI*!f91Gwg3LNt!s&J8xS{brr-C9;6^hS{C|<sff4#{6AVaJ+pCi@1g8v=LyY4vg
zd6IwOq#=j5ys-1^;VlE~t{lXamH+9(u?6Gkquda=Q!gx^=e#fbf8-c;am?xEdmWJU
z`g|tW?|omAT?I-~_8>i2I;JXDE?K_A+$^2)wY*vSShvtv^$}MMYX99~;!^1c61=Bc
zc(mTKFH}VzDhR!+EF3a{>lTKV*<i{n{8rT(E_w6*Ts;dC-Jh#9+}tiz0!_E$M};=%
z{0R+wx?@qOrD`LP=60z?&QYc{@!`$5--<%FsXme(n{hn}&0j<xAu)JMlrZ#`XkC4K
z?@+dyBGGtDl+gGvcfoM8i#N62z)Jd#KB1oKACeYA7C1t#l^6&iOzh+0>m?dO2yF>D
z+Aq{cJt)b*f1Ba2XN5!6y;NslO~4rIS7aHmCbY#mYhb9q`b3g}^+%5Crz8ga2?PE!
z2Zfrdza$#`32pHY4<`O~M~K=7f8Pk>|7H>c{)CC?-$A0mpU@WnokPeqLnIma4|MpC
zml*ITOpO0Di3Wc{Tl{}0A^s~Q8Tc=C_^*~2@FxuTZ+UTGQ+20AgFm4o{ILUDQN!J{
zWZJd*ndd__YnA7cgJU0d-(jAhl4Z<TUu8It^&{71b*wU`ob%+TU0sf3R4#8u``1_%
z{xfoWn19<Rn5~&uP6VnkAQBO9d-$+4D0X}JeX@$*p*<?md~E4`m)ybMci%zxYFAaG
z_jChuW|dB#y}ta55#|;#^umZs3YlBP$9^)QJXs$e8yev~Ji^=`{*{?a^<J0KI0Jm|
zq|u?5J$05+kVIbk-xdL9@?;f<`{_etLnD<{8258~j|=_otuYd}Aw4_v@$Fr^W+aV_
z$aHS##uxj1eCRE2)|rYqcXZ>5?Jb)aqIYTApQ)U4uhlAtB=@Yzq0Oo<s}-pjnu^hD
zmoZJ9cT=sRFtG2Gkl#D<OcHAvpIOBqv1Dp!lnR_pqO%QR6~!IHf5=jpi!CIG3D4M^
z-*tN6Won(I!Zyh2k!BlYwZvf2biagPNAsSMW=noMW5j|<HY}5)OkD9w>j5_p&uV>o
z8LgS$a3j2jMw-3xee^%?jlX$5La-{cRp;$eH^iq87Y=M=gYjnW?oTOn{8#G2Yg(HS
zTgetjOo~^HG~4RelfL}<_9v%>Zcu3#iPi%D*1gF1x30v%zwIOh{%v!S?Sl49aaKPQ
zcldc=952G)HQaG=n9(jN6V68p9Btdcj<z6_6IN(L;N$(XX!u$x)qsz!qF8<O>^Csm
zE)PeiTx2_X;GEE<>Mn~PQk)$}Z;}`|das1Q(T})X@HkVP)zO<AM<0sgMHo2x<2cNR
zE-9a!j}$oCwt*e(hWPY{^J(kU0>j${3&`7*E|$%ZTeL-JGO4A$aP;jiM?bhQv`FPx
ztk}`bE;cQ?nZ&@+JtPE<F1Xlk(M3#gR!0+ewCK@sya)qFhvP5-mz3$}BL$AOZD2=R
z5VU9ug52iUwidTgE2SD}(H0?mY(e1T#uwX-x$YA3@otM1`*_F2y4RpUdZI+Y#V<$*
zT>Pxd_?MXCtS%<zaPfz6ya)pqpNPYJ>ymQne5Am|J0vgcnOP7dlI~s}%25^=eokBw
zYN2Y6a<^rR5Pr5G@bfm8pYPgMe5u~F)y&=zm^+Lz&A5Z)4<8Sa5cqh|D7zV#FvVGY
zOx)q)KpZc^z{d;YFqgQbTy{QE;A7hcZpLni6E7?<;>CuY#ZA?%QWvykix57xAn<X!
zQPH-H+c#hSGqglKZL#9E{DkA^CnN@r{*Q#f(T80wc#A2{<Y>;9@i>0|HjWjEg`fY3
z!~EtF^4EC?ftzg$*v)Q;PhWXssGSYQ!F8?ohgQ{fMhtAJvPQexv&96ywjl8J-k7g3
z+nBgIG(q*VSdp(2dX28E^R7tCQ1l}<ZDkG~x{m&Tv;n>Qm75bi&Xnc9Yv_!(TvDQE
zghrd55t10Hu!^%BmPsnEM9*TD<UDy0nawR{sxwt2o;)C_aI!6xo$QAA^yBO3z`+8;
zM89Ps&cCl6X|^sG(rk^-zb_eSp5eD9(AZ9?wlOr#UaH_p@VcAmp{>VejP9>KkcQ%z
z=N$o|m#+B}-EWW;&hoG-mWQ+u)TcLxQmcoYwANFjb@G;wPv3BT|LVCv5(j%__%-vC
zORqPD5c8?-UnPWAhL<OJ$2gzrt~5qeJ644kj5))qu*Mjy3e_p*=Bx@eKGgl|X!FVF
zpQRk6vPxaBxcGWBl85W$vRv%4w&P#eWo@T-(>LIg-sMd#tP#oQCU>~}&NI3CVl_xw
z05A6w5Za%bICQ(WXiUXkZs?snhP|7STS|p&$Btn((y_e-U-41ykOX7hedw*?G2Xdj
z%tyH|k!W~$_L)4q#PRTCE)wxDKFS>;41bi{FPXu^QYm<N%oyY0JDC(7-o(G);Z0}s
z@Z*Wo67{~jL*wlhjV!(i_s|aHUMU%Fepo=zn2~;vtZSVJ_0>1-pk6>}!?V;uL1uCg
zULAuR1ka25$o`P?dG0Ubs6H`N-WSK1uN_+Ac%Ayf82XTy*^Q~C-`W<cPa6Yx23%5_
zJ(!)b>d%gJGV%$wVboaqg+rGV`n9U^-0A$OE4_Bw(3Tl5uvW4O?3QZc>~q<}-Bzh|
z<{{Sn1N6tWr}fh{PlWohCsI^>Nr1D<JPE<_yDdSCS@>r65J`YAJ8-NCvjZgt2?$dq
z1mohQv1a96#uyPs*~VzoLKr2k2%{EPOuH-yzS(U-FwFEDYligRV>J!wbP6mrf!6CC
zt=CHoM)MsK0<E`=HPfbrWA*9Kw6<wXa8~7sIh41V^BCZU`1Jn81-)%BELdwS@buP=
zj?r-U@u8IJ-kxJI2+(Ip0ju>l!CH+qXRoKF)~L7>1Thtd!?P`IdxcfyaiT@w@XRYA
zSia&3Zwm~C{&s|)u!Z9gwvA*0;VlVbgd>Hxw<Ms6nRAhm97>5#y;Xem_ZVl+&<e(x
zaj)e#jC-C|EWNkgaB<=#yFf%VpLlr|>eI(UEm9Y<e-L*TvMz`_3&)xBGa1@V;_&2s
zp?MXA9N*KSf2f<JEeJU`2uNk^c{y~K&Kl8mg}O(;O^n$}7qN27ioJJ^bDpQXc;sNU
zFOKZ-7#Uurd@GLPNQ?q^A-|8K_&P>`ZDUJGuA4i^dM8ljMq-pCGBN6!anT_vE=Kvr
zlP3|Q(&$$-M$H@3wR6TDtdNXR*GUaMFNPjaO}Ka@JYjaZ<-H;0s+9!uB;MO(ym^k;
zDuC3CHJj$)9YrU+uYNhyKxN7D2x@~R1kG~*L5vHqr+8{Y*GpAUQXxi^jyI95RAO+q
z@^T45jJRyPiEK+4BZ32a#*S>n6~V#cipb`MIN$cR!03yU$D8mrVZ5HVW%_gKA*l{j
z-|48nQ(_R_UXl=~{``0o-d5B9ykq$aQ=G|!13!mTJdOo6a}IA71mDFTer@3p7no-8
z-Unh9U>&ggmVyQ9FR2>L_@86O|0D)ui*JHxJTRly1lx={OmQYN_Dq=;HN#?_cjb&0
ziBj6}ZQ&F>{LN4&WzjWycWyEHVe8wJlS0*ik9!Z6Izj*b6ZC=p)6x?q0<|z%LZJQx
zm-<uBrhe%M^Z?!j(~kN}R%l0Vi1TT03ygNuXF}8ftTM)uA)I70fDGeRM&I#faQT-M
zfey5VAf^ME!DVZ~MD>`Y!r=0VgkW&NC%r8&6xl;>@v`78q>v*R1IsbV0D_N31tT-#
zCrJ<+Sg0xEliu;Y@6-e{uzc@GJQ|aT)C?<nU}TYjD{3^SW{?o1_pIjTf}y4PMEZrH
zrTN4PhL+>=r_I%0eM~D}YuR>W&8&R=&*L=W6mj`TMC74Gbr+Dm^F9gDTeo8b$Ryug
zv|(-7<lcFQP1I|@pxNu(roD%$Ic`etjEUwDb*aSQ5Rx!Q(x(@wl@f#VN5bIz(XbAx
zyCnsVHn%ujACeewB@DRkml$v*OoS_jCuu0WTtXg<&Z9s2I@BOCMoCJHQS_at<-Nlf
z@lj^Fdm8;E3&s$2a-!b(O{jB52}9(-lrMGjd`meBzgQ4{*#tR*e@ieAOs$!a5+v}D
zYo)BRMOo{wS#Q3FjD@1)L${B==s8FwPZBjeuj-t^-d`r_lJ9BTP!gMOhqv{0jty?(
z)K5}8#<g~m8G1(>f>5_4-<fgkzk>p*SW+P>4VYxcwE+@?urx(N5SAuRGUHk)V?;DP
z$=XB~gP5@sSBz^mR~{8C2yc{b{JDFM4Mh~_JIREjUXz@61AYu`QCg}5_18J-uag*3
zzl;9YPodFjhXlihZIg8A9sVAkNoM+fPD@AtEU^W!C2k14tkull%Lc=gH7--ycIiD`
zeJVABDaRaBj!6t^;#UcQ6+cI<z$pE{bDBZS@t~;Wgz>?a#*ddQ&+#`>78q6>jah;5
zp~obIY2CS3*vV*XImwI=g_A|QMpNuY5YrSfLM;CyG+B+5R2U&jBm^VGMSq4`DGLl$
ziYJ>9qT6IMLXcpL5Q`)OeBV7P7X!pi5+55N7LYS_d2bcpjBl8128in%ftSVvVt}x^
zAqEH;K%zGD06{`9KrG-IzyNW8wZQ;!U~&Zm1lY+G3b3QZB;@YV9wa`5u#eAq!R}y`
z-N86^9}F{Jc>isf&gkH8s-H{<m;12NaRwOh{*F>1IbH9&VNSXp0q_xocbN5?^iT97
z2n-P)L10`tvbjjYp7k?ZdFg+A1mQ$`b0H7O7~S>GD&ZQ%GVKd7vkE7QAT8w$-k!r2
zWD##;V4G|w|H6jJHN0%VvZM<~918yU>OlfoqW6r=8=~#Bv|p-*$Ew6BL<uV|oMO__
z_K&<OQ9}1pR$3=|HeM29_jGh(c$p2Ry{0aE>#Fcu9#tsGS8z&NKMN8~Nh_RUQquAT
z8YyXm^xVGF`szhB!~N8Ffix*;7CCpGam43?S!sL6)(Y?QsJXHL2Hu&3=bW@<62k+p
zXQn=qM-Szt`NA#LDv8D5OXV>5PMczuq3J2%KI$Gx2KHMW_76)8*l!i=4@fN7Q@IHH
z5vk!B>U~K8&Tl)Mzmgbme%o+f^G$vw{bJp4WA$H20`^om!X7XDO}c&B5LI)ksB_3j
zoNAntAu*7Vs2g=8=a7tS)k<Q)p2|ho<7L2FY2jkkSCWB!k;8tZ#DG0LJjm=1zmwlo
zO_f-%r*aYY_?E=PjBr3Ll4M}N&|!a_#DM)m!~VsF;m&G<#DYDQi?E;9g|v7xGdxl4
zlw@GP-C_Tf#DM*F!@hH)a9j1N#DYDQi?E0G1&zbA)TfdR?2kF@PfHBgA2aNCHlc?3
zx5R=ym9y9{|1f{Bs#of&T2G4J+LNr$mI&tVO(}I!^*+kaQXM54><JxVe>^+9SPhjF
zthk4+7c%Dw5&_PGN_C?~;ktV1(frnGx<rFBp(C8(mvBzFL|rM#z<!xwzeXa!ewm~A
zlP$yD)Fz1rdqPLpqfORq-@RDvm1JQ5FxczvCE@B`3Vq=Gu)}$3hwe@Fq~Qhwri6(w
z-MV|)CF;94eqR}N|0fY(`W1QO|7O?M%X7m`Rn;<4Kj2L02xoX>al3FxHIig#B^hO=
zhvrHQ_!EXwBD<(Ui2-ZESgb#8A0DAbOERz?X;>!(1g5ecFlKxkefZ(zR$ju#47fxP
zX-FY-L<)tNkXk7zAmBPj_gf_fx)TPv-zPEPN|*>&>YJCV{gMJ)pK`b!lo)U&46US6
z^~Zg>H&aI?8mtK&VGWPZ&h2@*`dN~J|7nMRf?re__!9;zwPc9_Yr;fWQ!`1`GrLnn
zX(`FTI@@n5v#Z2_HDSotg{r^AfHh$vtfBSmJ;Il%DUuAVCpfHUNeoyM2C1`yi^8qd
zVu=QSLPz*xky+6ION-167nV<?QAQuyke8_>joAY2NRx=(;m}~FF>A?fEQ$Y&WXAGu
z`<QMV6U$|0X9h$jCCH53DfNwI#y&<$b7t%l5{(nON6A{sjMX#B^OC*K`%N}1biqQ5
zln~jlQ~OT4SZ^y1*YNK2n{3#(nW0qa0U=>8C2s!eN&irQc!C)JNu19G1y5V#Cvn<4
zpSqY@(I;`hdRXe-hJ(VpJW2{O%iYZ4@GVNJ#7{KW+56<dX#uagARxSF(pUeEnp4@F
z%eu>^==~+(14%VRQJRDm^_Zkm1;|Vgr&g&{-CHAI_L*e~)@?vWOjcqAvXHpiQS!tJ
zD32g!5{JcjjgjHmYM7+L60kU67URVdgC$@<La+oZ4VcAvh%sU@F53VSS3SkrGnYpH
zT6flKtd_>{A(_Z2xhW2_GGI1Q7t#N`7rf?NlDxzVi)CAXUM#yI^lIwpa0?rZwcWsg
zS@-uNp`3!cYD{=QrJpujc!55)aax9YL23z~9dLYhKw{vt_aww~C+*R?4Eo?)26+w$
z*PWK^Pz59!uJZ;(g9PSpm!wKeakfhG60alI1k)0w5G>GbyLf@#F1JY~oi#C>r7RrW
z_jJsCv<;oBt4|6qSNT#uIIUCAG_+0<1E-Zp2y7`1+Rb42Ic*{CNE8dj@gfX7c3B)|
zflJDw^O1taX4}Ax%?<JCZKdHH8w_u?5893G_OkFLYNyl<-r7!D-%WRLB?8WRPD0?U
z{V_A<9WHO1c1|mZH+=O$94nT(H84?q7l-*eCS=4L=P3lP+Adk4b-5uv-8vj@qAW06
zb)U;s^`=q7Y7!C+AFj#_nTC}qG4NGa34yOVh3tmajVaF7Nj#bQ$kpMlYIqzg5({6I
z#$hJAg!s=x$ewG%Y09>Mo0S{l(|c!z^K3ADl^(L2)t*_jk#LJt4Zd3M_-ehxkgxdL
z3?%MB35LVAyKLEYPFvQq!{`y+aD#01LL5I*fV|dL7v(i+q27)||Hmcn-SZF!*VzWK
z>)a5Z9&$;zkqw6H*1BBRd471aN(#H1S+%ffX4NFdvm{LS&LxDsMvZ3e>TnNlWE5-4
z1ZQhyUSf_e+0D(0F=%GRZj5K3EoA8V2tk*$EI^lZL+C+`%fhXbB)GCJ-JOu72mK?Q
ztL8{u_!L1&O5H1MMz*VLuY_({y3L|+zFKkivdG)CxN#lP<Ei9O=PlgGF#X8o;e+a4
z$qr5YE>lnX!;NOGi7I+hlA($ov%R;E3C>zY#1~ccA2%y6VNgY%xiR#trPU6;I3FQg
zMN#FscA|gaKzq{_;URz|TuAfnJ!Rf3U3Yo7m8v>TG+5NhT~ZxlR7WRzytQLxx4uy+
zOaHn&+(9)sds(iNm=atan=7b}2Y#HoGEp)@Z4^v1y{157@Ko8w5`rojp;z1~dd+Ai
zIBS&<b5zMpH!Ck;P$f&<7=9343c2EZgrL`07NFO-AwE6)*Qq@$AE5El_uIFJdwV18
zw&_1<q49`R44&HUcxt!Apz*#UA@J0Twh^zL(+FY?PaSu&@)8D~`oWFyoV11fbUs4h
zDa!(Q%7RcvLmmCzs&GeTf#IqLZCAa0WB3M@GhMW7xT@K7)2NzB3|!SiLfBQ_g6Z~%
zU&It=ZB@h_z8W3Ji!kt2I1UqVNtu2=Qs6Ah1~|(N@#)1khr1+6Fg=Eo<;~DXZw~iR
zE2T2%_>xj1pjr?NdX1-B^M#EwN6b;XB_}v~$8>XlMk3I8Uyu;^`B|3-USf)~`k9!+
z&mYF|A`JX|A`bJdOUkM9kpe&Oki6h$H-vJ@=Z<KsEHHev&Gwc4@Ye8Z)vVmzDjSuX
zR@q2mFc0k}AqTDr6?@9<M%kSS&g87*s-YAr0AG!ioZxqo3Sar-FjHMZg6AOwuCfi_
zxs)41C$<H{@@z0%)v(-ZR(f^$z^eMj&EZYzHmM&P*G9)*8zly<YnOz;${j9S_MFWY
zqyrFlc<iM(UW9?i-i^b&<&yIL`AC7wEE~|e+z_8WR(-Tjzt(A39erqXxSGz`9!^pg
z6+F1k<-wu%g#W2(&Tu!j#2KcsB}xn$TT=-!O=O1M+OnDAOsx&hBkpis_c&gJf%AsO
zVFtUT3_BkwaGq@gw>Jwy<HaBw0!LMyVK=oOx6`!!YN-}l*>cBG%OwV_>{bbZqc*xs
zxc!_a5O+9gPaH48z){b}VV-eGdH#H)z)_YBXk~7QPd~UTJVaSwcx$Q4ThHzeZ&klZ
z-QcaC9dG?CG1RQO=%U5-vsI0mq8-9zi8JlCRf{Rk+O|jpT$UZji!g9mmpDvEmz4bT
zkph?5hH%?*LnxO0U%0>q!(~6XTz2)N;dj(*sT*8YKGXEXa*07tyh=jgt>rE|t~sY2
z#2wzcJ&qS);H@2Tm~AmBxG!)%Lf|ah1a_7i;?tKu86K4+!L;fBew|GH`;&B{dRXd`
z_f&YW%>Zr<&$Rn(-+kfr>a;8fw|?)q^?QkdTPx3UH^PKjb|b9H6lZOO#2s#J7{`k+
zaBFTHrnO5--uXy@Uu_%MuNDL;zP}y_ce26o);BJ1{rB1Mk18Z}gSX0NnMPP9F_;lA
zmJl?;f4J;edQLltJG`|nju&Czt-IqeTU}D_Js&CXmSqE?oCP`kQurT965>pT*S#EW
zr(TwNU@|Nz=?I<nvTN2KkQ~n-OJDj5ZP>nlb_SkT!_8e~u>>FWDlNgkJ9}Bo#4UAD
z!&7EO`va2PdIwCVSsrbxb1rh*fVpaE9WNnSsKM)W5^8}tS%{u`>(N7Xo-H~Fr}CzB
z5D**;(V>#AQK@#Cx9x26%~~Ae;G4A*r|2UG!}Yw|{QBF2;g;h3sf#&(YA2YP2lx8*
z>$Y4ClVJBTS-vScMAG03wSEb~(bZIf(9zZ3bjJ82eWA4BfNpKP^Jmj1I%nkQVU0`E
z)jwnrq}Aa?yxccv7d7rQN-dPsXamQF4NG=`H<dNly9aiwt5!?uSjyhDvz^cTjO><t
zE*VtSDLV6_ZZ&Nge3s{no#ho6hs>L8Dtzi}^JUyPf=N;#d>PmBA+q*lg+zQe@2zmt
zgllKh&fSuFIjQu+N!xpoe<2I-MH0!ME}*R>=W^)-escrq>bJv_<Jwlfe!cbRw1f|d
zWmb#QOm$2uhDP>*fJ7VFp+stAZ&%dFdb}I1KZxsVRpk*2gR}k9*01so3ar0wefdR8
zF1VolC*o!wYsY+3Xq@-15NI0Wp?AXz)Nc~(Ziqci(f>-Cwav@tB+e0i2JNsqLEP;y
zV~%Ktjb)K@w!=(G9cza+INA>LC3UPFwwrU-c4#q+wL=T+YKOgyKhoxyc36FmyB#_N
zRir{_hn5Su9j3_oh&F&b3r08blHPM$mA9(HOprY~mw%xd&LxQzH^VQERoD!7Upy==
z;kr4L)P7a>O!fbyU3Ywx#na~w2yFui385r`gx-6V8W53QVgW*cP_HF~D!oeYQkGs6
z6%mmL5)kQ%hz;!Jr-&$u4X|KA;hp*Jb9eLH1@-fJ|4E*knP+BpW_D(u-F^01DD~nn
zOqeSmel4uM2OadRwvHI*%u#vdylof5!*STeKsat8u6GK@4#tMFg<uno7andkOg$#S
zq2buk+`3KDATQ=h2;y-+K}0-md!l^>=PRT5qutf@-i)%b>UDVwVrIpcBYWD@)rmvd
zv9?fWg<>h$k~^?HqmxnSWh)-`hsA?MkRyd59&BwuJV=B1J)twomaLTjV{#u76J1yl
zkuTdH5&5$36cNY1&NCv0d^0lMSvp(K_=eV~%Q7GTUKb9Cm{J1bH(~iJBNLoa*@%NI
zS^MZ_eg}F<5tEbZPMlz!IS`Vm2=32Rb&3C-LZh=WXGx)g35}xPj=V=TlHkzL=xT1Q
zFKG}Oog@UIaW_FkXhhw(yR!4aY!e#o{%%%Q4Uo4WG>+$_wbs|}X<6DH9~bwHh%F|G
zL*t{n(dzze<O>IVx37e&fj-x?b8#_Hu!vG5BgBZUF&rZa(lY)Su|knPNm8b5e11>1
z6)SXM#mWl4LiSj3$5>f-b>xt+BGz2jyEd}C^T}-8^BV2%eM%~bSb1DP{5HLIjbde+
zi4|il|2V1Z^^x&i?SWCiH$1}|2#uq}?oOf6(^&FRAyMaCA30W?l914-=xy#gE@==I
zA4mwI;$4CSqT*iX*V(3aAt1h&)c+I^JSC*ANa~zlMpm^$=*g^_UJ<#rkUmy2Hd-%@
zcVP=?plmt*)Ps{<b=Q7Wr=&gF!kLFur&QD0udHZ$H_vFZh|WtT5p6ajAtOm+`=d=~
z)}V~^r$5T*!iut{qy16VbTl$jf*dOG?ZF*teG>G=L+S0*U3`x}`;Y<J)#{y)KQO!s
z;{3v`P=A2l<jP3UzyCh+4JVCxlY4cqtGb1<QX>Ma?j6k=)M9nTn<JmsaW`o#w7;Yd
z?X(XXGtyo38c8YVFEq6NYh=}qS9$Q2-#x6+>fxRqaipf$I~UK#a`GsgbVgyYc*sW%
zLiLQ(C;D_x*ERkg>9Y4WocvP0pvyY>Wv<kZyISNd0g1qwB#x;%s-|nOlb%5K-llH4
zVYEJXdt_q0%|vPMMXUH;xt(yjU?vVCc~pXf2a)U^Z4M&YBhkFgQ5US}YN+43KYvlP
z(eWTz?Cl|q)dnWCHacn?Kk_JH`1p~nk_C<*k*dJWt45ozLw>}h82x<ASIA!<o5+f^
zMONU1m!f(~0awUS+;7+W)X!2hOnOy7ER%jKO&X_*7jhML79OL^6mlijD>f$7t`36O
z?E1anDC`==bp9|8+O-^g<ikC*qDqixY#%K%Mr<FgI>uPFFq28EI->N-magVHd%rWn
ze0(!fa)NoKMldgZS!DZocdxikObYYf%U3Y(y<^aE^D-|T?=svTu{hafh;sE+8B!`N
zn=T;M$u6|X^?usqNaxzOxJECKPZSj9z=d&R%z+EpWB5&%UTQ@c#S%l|pdwb?)hEU#
zgnQp8Qh%yzt^Qw>tE~QLO@mTOl9(OBeaGnNnyx`{*ddJLTMn=symxwZjD9-W)i`k!
zLu7a9FIB;zEwxIzhN#mLOi2WXwro+SBp7dhej*_#HXjniXpEy;Zb$;mQvF12xs(yF
zev%lxPG58^Y3C0n%u*E^YxbHd#)!GRqkOMFV6a$0TrqEC<BEAB8w5wS*dUmGxk{nK
zFVTNbHmp8uuWBzff!1xt8m-$%3}zx9kPv8{I@ZiYR-pg9f3@$wYERsuy`4MH5r#ry
z^x&JR_u9c|Ld&seg5!JBb8uG66>1K>(eC)rz;IT}dt=PYk{hMk@Z36r7|#XIYS}BP
z@UrA?3Bltl&T6rNq0m!f&6DIhQjDjtNHAWO{6I1=<CB13oYV5XBnXThoMcU$(-Q9c
zZ^oLpCBL#HzH1~p-s5Jsw?{2k{}>tdfj0BYk|YB!OIBbNkU}bqqbsD43ghy48X4`(
z9<J}L?3$cM28pQRnxvZZ{r;Fn25BrH5xV})(Jiz;gGA_d-8V$)^;KPCRZl@?(n!~F
zCXI9&XVS>XFp8l;3cPAy6UDy0huXk-WOof$Ws^rFiOD1N#)amQr7Q?}WX(7|ucoU@
z;ynzJd8C2V#Zhc@eVtg#^`P1;!N?<5Ta9fJ(%v$X(FS=3Qp|G_f_QnBAf_>tVz%iU
zbzH5~8<Gk=_SJFPae+3^N(9o(MF~NN{ftQYoAj3$Bht(o{_RgQ{KV`SXZq=@k_EDi
z4MJI_mEKa{RYKXo=oY8PnN)L%%*?5#?0Ayl4-hC`YP>%21t~5O$TW2%gcWzx)Q$(~
zsf#};>%1|}WSe?Sb*DxkSCRnAHnH)+Z*SnFfKrnEtfijnb`5ye9J$9v*ZXKTZS!X(
zwza4gtv~AFqNC3EoT%f}K0Zz3S!yqJe>ynfL}%9kHAV`7H%Ae~coS*o?WXh=*nCNa
zv@=ISPJH5t)t}!=Eux2YaFy1d4Sym^&nW3Cu546nZpTb0$De+6jM6DS8dD5j-ntm;
zQeV$3T&}U&BN;=XrvnP%<?U0FAefHG+<1B079(t4$1!7%&wnTt?RYUL{^_823M0J6
zZ3}i}CfSbyX5q|4;*gncaO5E~-C(_tnQn~FBQs%fpj&I#{5&#K={7FfPB1|P9x_ug
z0iiPx9i8x|@G!k+<9#LdTb+9JRaFFqIrbx2=Zqld<C|OM%{9KcW#h&EO`Kp-&$}tE
znkMx~5|er&CWNM*t}GC#Cv}3}-`@2=Vj@Fi#waXx!Vu<x4zAfMO@fhn{(dr}Bft9W
zQGF#2NhVuD5Cxe8F>0@@oZVDkYtwwJnk%W$S7%YHcrY_dVvuFlO9(paS~gE>z0DC*
zKVc(dMJG+=-~LR4D4L~b4RwVuMy9ce!g$68LDWx&C-A}J%n7FadM22<|BloPEj>pN
z(^7Q6oGz||>PtyQ*1KDuTNx8UTUpuL;Cn8}7iHb?5VgRc$H4cNoo}1&R1o4MRj@Pd
znP8@~uSPa6q!W9%N~>^#l+-6iyV^TS@IUL@U$=rfpg-CCivA>n!{5rBMcyio38p*k
z;dY`sb!N@bojN~sr|v{2vPJ7Fy<CIy=u=C3yC$k3vU%uJ0|kVpuV(c}pX#VbJ+?Yh
zKie#2ftn;JOrN6sKicY3&e0EvL)un`kuJ59;-I#t!l)j%Q{f@xL>Sc(I~9*0O4`)t
zD9P4)r@FLGJ^N%SJ>!j5MNL<hWa!HDy~XX*T!WK>4<lc*JaY&RUHO-KG|p+uW}NKP
zX;L}#>3#iNbJTAVjKkUn_b030mS74hI?slzcFR@HegjP@-J@|>8^&Akz}3rbBGoVQ
zex!r)6G<UkFvk;woBxnG)Mj})1wji*g>=wlqDco$BnF4I^^gz@I=W6YgN|N|5vkxR
zYa>&ElepsPz{VB1AQTd#8xD3=P&P0|9StX%QAfRr=CHPTQXQy1+fseD#9-L5Q9_{l
zx{2liXDI#W2b|6S+63Z`CfK?21C9+6Jgv<Rrb_Od5o|*6w6?dUZWqVWXA7-nyeSb#
z$X`ncn(<{wGp_t=Gv2hCVdD-@*dW2<+H7EW;<aEia9&&aNg~wXiE@)n5S5b{c%q?%
zpb7OR**(#iDgH5-h&w!C=gyu8g;*!H*}!N*=}CcL!e)iq6U|UBo|?u_dSxb>QuB~h
z7bRgFK};_~sX5naNI$hiQemvOKtjm6F&Zbf*}x6D4)5xiWaN$`eJr^sMf>Fakh?b^
z7el%;k|0=xD4flCJYhZXrAg)q^MoaFZ&0E+k4I(@6dswu0&V7j90|cdZYT#ED$h;U
z29@U~c|L3jln!ir&0cSCR@?P)uF)!XvIrioH!4a(=&ZIbJmTr7SB!HN)-}`aDyKhp
zv>mN#*{JBu31_v*=Har^WN~&|hcL3Xlg$hEy(I>3!4n4W?hld}yZ}!ayZ~=l4_6Z<
z1>UV6XK|e;G2luVa9u4i;7S-jS3K*=hQr_$C-Z=FuPIOxYsQ+zCS$BAD%4??feLks
zt^yTm*4Q4k6Du-KR;Wm+5GvHUnqB9r*CaUjrPp^P7!~TZ$)-ZtZa{^?iEF4(aN3_^
zIz_58@_tmPpCkk^ew859x2W0ZTi5v5wL()wd?2~xpJI|reu+VHiI)&0moigKg-T?M
zNGfa|dxavdNGf)&oK$R(z_DvKC~``^DW)%9ooxE@_Y@NRIoJE8R%mA*f{1orE#AGq
z@<=M=kP#AcaX|K6$_9bVp++X1;J^K88gJq2m?RfDWTm_xa+d|<B8NO734%GK{uGl#
z!fo{E6q7@?T2hzUr6P~m{ER#z<1El_&LboUd89t;fjsgNUm=ftL{1LNBVgB58~_1!
zbh;DH^`f^Fajw@Seh(b%E(h3M4r5oC?y53knEqs`YhE5FRqa^j`pBVf+bqN<RTY{_
z%>BbEvRM_KRHbw+$8EMmd%bObxuTIb#Z5Hzzb~eSPP*Z8>Ee&Lx~l|vKc~AG8##wX
z{8V{bRYQ3LQcYdL^J!J>BnGL5FgV5o$5r)^XyhA0Bj41VDvqlfDapWpsKtN0#DG6x
zg8b)5H24$R&mZSiZITpVz0P92OJcy9FgTZG@CH{Ebx@+gn$UjM!LzE)OEU0(!{UEI
zV!)p;;J<eh@&7@h!Jp86{=vhlBBlvnGk=Fu&pPO8s$wOA*%RXYNjlR7XH`{{Sa5ev
z3vkEzEI6yGr6dFQW`=ubi2(OzhC7a`dQf7)y;+cZ@TjV6Ne1pd!+p9$fIFRW#=7IA
zswEN&?!F**=#G=B9+za`zTI%&ClTOIN1QQt98`5eV!?fT2zMM*^|2%a_xBC=ZzKZT
z>6kOvozJPdA+g~8evmuPsVXr&#G%e&(@kGWlo;mBnBYNGwImv>3GELUm<0z_-7U#j
zac4V=e;<hff5M<I;iRg;5)J-@_VW*(R5eMGf&X}m|9pu7f5L!2pI4>UNHq8p+Rq<{
zR_&1#V7<#?{i4KxHDQ8>KAn|luqL#hHB5t3t1d}0@V{X3zb-N0PZ(0YnYt}8U`-es
zYn)nDW=5!2V`mtzR+SjACQMNE#u5$wg!c2tc~#vd1+?yLu}+g1uqF(&c1sMn62{LJ
z=T*&?6yQ4D;<`d&z?Cq_TR5+3i$sGpq5Z63Yn)e=E6KorpT+-Wi2;AYV08M9#DFzn
z{H%lLRedkX!1^1D^`8<0)`Y=%RfT5?|9~}N{H&oh&Z|n6WMG{*)3~vo#DFzn5ZpMg
zs<lLeKcW5nF|f|7#G3P}%2OpU=T%7>GrYb*BSJo}ifPQC+RKvor~kYvzP9h?h-YFs
z%Klx92F!N3zh8EZ)Lnis8;h{vVA*NceFY{HbG@kqZRMIO8^l`<Xhz_~bsF9UH*?IJ
ziERhb&<Hav&@!QjKJj|j%KF+0nwqP(bai3f{*3EUXZB2Ua@9I!ES1X?lB|=fwh9mr
zuY&u6TF2?p9q(_To)i>(a#eZfsL}L#?yw}i;y|B*Re#}aHlbT^TJe?~EYW~};P@&j
z%^Y8Kyi;t|z<8;!{_Kn^LP<5{X;#OjCN#xMA7eenAT-fB%_{WXSba3EP!YZRyel{I
zO>sZ%gt*=zO}#Hb;z+AEXPRdnc?XWPDjyVR9cd*6M(7jMll$w!@4B+>jlj;ABk$7w
zjQq1mVgG;<^R2gq3fQ0Vtn<&Ac+zv0pQ^XL@2co5GfThpzAL$2Jl$-Mzi4JBUHq5e
zX1*7dBqdV(P0n9)mi4`;+7gA$F4bp=%`Q!6nawU`n9Pbg^Npw^!tfTNM9BbqT%>#q
z*P~~dJuVM2DTe8N`3j@{zOyju7kgaDn)*c5PQ&%|Ph38`4I7N1^WN+I&y}V|OR2D7
zrhr7~>%E({(DiS)`suemaTU^=K6Q;#3j~E(oPKzgnLn60%PdZB3!~T+q(EM=N#UXU
z4AP$$r}uvDN;FUHlEkDH*DUz5GCC|axtwM}cxr!>u9g%v+jTp4@7ULTr)UP_rB6Ll
zGd#KDJ4NqHFxHFQ;~O^-4WDw!6{+5lRCo~oPD1dY_zgi!bFc#@Vm2w@k5N2>J7=3`
zaHqszj<TGD;2FI1Z1W7Bz!>oi&W#O35f+S``b2Seys|OH)T9l91tS{-kHWVpu6P5?
zU$e}&iuy=JpmYyQ=^he;iGvXm0;Pw}#;l~Hp3W)iuAAWcSKWIU-R-=2`XCfyeX7U?
zMgzLe4m1FBl7CR3@bdFF)G(eK{A!k&Pk34?3wP}#h;bL@P4J1L<B|&V2`@?r<|MK0
z#Ri5Vhh`hWJ4qo+FeVhfmJA^H%Ya~Pd-+Qe1SS-W4eRK3ueOg<VNQ4cKHE$x{Ax-4
zGAI=j3buH~41f&(K*M=Lq26pWp-_+YKx(Nshpv!X>dgtAP{^d=#m}x!?MVd_llgyj
zO;Pvqt^T0rq@wPYkXc8D-Njw&M>R--F>pznV=~EubHvKmLt$iNgJf9sS{_ERI7mSQ
zrC#dEFp9^56i7)@N7&{8YB#5((>Gm}OiGd@CMC6<V-~H0Dd`Osgp~B&9KH1~*WHN^
zFhnMy6sZf6P`$rhi`1tQj0LVsf71-hR}zfr!%xXLyuf9<0n>*``I|Il(`M?um0Lup
zkL9gMSOp#yu0bF=2tqx88f!k-u&&=j#Uv5>fBeHHX~jznmbMy82>O46hfUII${3Nf
z-eYC_r4L(Ch$|)zZCsJHLLt_7h-_eVxH1o$o?q%=v$W-t>OggurMgREkh*3`Nbk3^
zx;h><>nWY-Kd)@f`PUW@bF{$DoO72A5?tA`gL!3Zc(4V*m92wPH8f+t)r|cTgR=34
zgunx5L)!7yzqW(8qa8Nx@PrK#T-vgM;fb7JJFv7>V6KQXG$G$y6GZtW2A(J*A!tIW
zxpr5SV~T$aCgP4J*txSSLLt`DmJN(1{2gop%1FtFO*W^vKsLWM$CQzDsV+KEe}b4!
zWXcGCjA)FcLK(@D5R?%tZP~z3#5>mr?mssm7-eL=WB|cy1A;Lxy+;xR%7~K!8f#nO
zU2xZ2Q$n7!B(4ogL<zBF5R?#^yaJ8p5<)^SC*7H&4JG6vYl9MUkz8+|lco|vlgJ~r
zD&r0roMHp^i)Gvs)St377@Xb^5PAdk-B?TzyY<$}?h<-i$)OLc=y@XSP*Ni2nUYdu
zo><(f5k^*Jo_S<$CNX$qCJY|*J4y_mmI;HWWy5;78Yn3syuab9<5S$h1JMb{4D}uh
z2wnvA^FleYHI;*_@H|tF;*;IwO*xVzrW{=-H}W>{U^&{(Dxn-bHBVnncHfm)m?5$p
z{Va@Xp0lx<l_MJyT+KQp!6-*L^GrFi-GFiwRoT5m?U6U22z@9a2;=t%VwxCSzWPB@
zA%R>W3-ErcD-weQ;+QYIjs$XRo~c6l86y(MQ+%(j3K3T%4m(#)95zT``N{@GcfCB%
zbl3OhneO^FIh~iUT1u_Z&gKLW?Zom`FG+<w(M>{l`AWao!-Nluqb~%U7~pQc_RrzP
z9P<MLksltCH$vdJfI#GjC6XYRAL8bl{19dw#{$UGpI<Fm)G^mwuXwOzQRldzWaJ5(
zlaVK6R0SH%d4hx?PsFh<$P>r-3VGt#{5<jm*vZKtu%oq}-u<(>#l0S2^G1Np8)0l{
z&1!V^unNwqgUq*RHZ^d2V(_|+HBJT3vV+XGXvz+<zC}X-`W8*MLTm2H=g5~YpN>wA
znZNeCdm_@RdvFRlPv{IE>v5OPmv7o?j}QN<d){Y7-r+w!esPAUb;f(L1act|3&wk1
zD$F-lH^lfB3@M0D+0g&sr)+3JxciLNwoVJ;fbR6-SmQw?3P;ED3tdLNy8M1SPJMWv
zukdRAOn%oEZ%0S*J8pO_b{k*erAJIb-OE}}<v(~k>s!9MI)nfA<ySB8_DMb7ii-W?
z5xk2I+d2F3MhNT%E5?h&Sa!d`lX#dR9K{SU1NJ9RtYEIj#SgN0&~MA5LyWJlb2{SG
zHr_MZ*!62NWqNTkld!pVWaO`vpERYHxx3cTrJK3y6lQ;tB|7Vz7c$)X<IZlSPc(B6
zR*?&cBWzV@fti^~`msRK$f5#FCx|TSalhVsmpe*dY3}}3Nu*is>~NQRn;ncwRjs9a
zjcO}cX?&NblMUiu?R2(XV7|-KQlRM_t<LUewYRmqyBZ+i=94@&N=_bW#Nw081fAN(
zJzI^D^r$#lgyuEQnG%CKMi|twWfFthLm1Q^4|Vq?bV}%l?c5#IladUqAG26LFEL<E
z7|bfq?AW-nIwjHIPiQ~?(RF-%N(ut>J8II2*bxKtxfk8-3wQ=Dh|t@vPfAj<>8Njx
zru2CMcLN>eXjxI8o9Zs5kKgSs+=XtiYTR|c;-CI$X1=yh^QAF~EPu@z;ExV`7U713
zV48XFz^-kb`4-}{2)foVO2!mPnB}`gE$1&H^#5g2v{Nm_EMFwlK#}3LL=Wy-Pj~O+
z&T-zLo4O5clUROXhz>tXiFl`T)V=OistVKjRl~H@nbTPv^^YIAd+O|sG~~I~$z5F8
zZcbi5tdy?S#eKiC@j{yL9omx0#l>CCn<q93$joo1lWn&_W~Hv~RCSM(iKozQUELnl
zLxNHE?^$TdzU>Ao`<;X+YbMzyioaE$Cwq+zQKa0&+XOZqLF@EzFIV$z@-7eS;+(V4
zRR1{=L)E{TPP*x?t2Rk6h5+jqnjydz#)u(+^bWpNz^qq}9#P7iSp9q$BSO;=M|JfB
zz1<Df=`i%Eh2~i$hyL?p<C*^`ubKKRjF%BLKwS;Pd><m^`hSsvfsNf@Jg^Cc#OPP=
zbJwtgF|wJt&^%sGBjNmAgv0l{C#tH8L{ws6R&kMWO+|?bx~8QB!!^wp*-h4(DgMz#
zBqHdd)G&sG4!USq7&;?F-iZGwubG+}#><Erpq7SV7KKPz{$HfPMRvoni$WnW`m;|*
zCELMpQH4bT7vZ6G@<KBhb(8CO3Ub6kb9j`k52ifi8LnpzbdR$qkKo}^S7hV((JS_{
zfS|ilLeWWu65^c~7ny@p(64YP!oUT(=U{h|^E&1I!S044Aw-(ob4f5Wj~rJAlQPc5
zBC?QsKI?OTVLkG#Crj(y8SX}^s3brZaxOMm$aZT;7Aj$c-j+h?w1iQ`BsXNDDg>cS
z)QCDfpE|W`sJnr)`C@Z~M!{k3s;afT1p{cDI<<S4yNa^qm09nMjJ5ISMYdStOf5w9
zi8e|#U2NP{WwAMOCybz?l!yZjZ0+E|ajZ0Fz&E1{POezM({-_RZU$Xg!|l<0h2i#S
z63UO|g}D4+jqztH@jttU>kF|RBlN+M?#cE5!Q$H=qv$J8OI_}J)FP=H9?<6rh<W$i
zIg5mp&hEqYI<6Q>HI7z^)4h9dC{qZJrdt<toW$q~W88)HqJ{Sqt@kMLvDfW&%vsj$
zIYN|pDg8+a4!)G0v)H_pzE7gLg6p+Q-PX(gsNqKzo0Yn)OlZ|`^RoYwgyEIC9g+oB
z>ZB^L|GLFyrS3B(#WT(YzJk#&7^6o@qth|&^I8nkpP%nqRJR`GekgCN4^Y2L(J=Tg
z0%95b>YWUJ{ov|SMaNqw*+ec0*t}%Ds3oE1jv$E5+}DL5VeV2)=O3a3&0S%MF?X^=
zV?jPqr>vnN92VqZ@LEfZ!6TW}X7EykVS|^HOki-S3=AHz#2CCAlfvNL`3eT_z9f$*
z?=``F$!_J96TB_-#E0C2)Ceh$t*nMf$i+dUx&+2xQTq3Z?kQ@TB;dg^ZBM6mc5{wj
zVwObLgb}O^5MaJXia?Xb(Vf<yxPwlZ>Q2^AU!PRUt_oFv^3HT>pTC2}1v;4LFiS-D
zI%T=K#58w}#BmIk{b-QXEVv~4ngnC)dGy@i;Mf!GF0NPXZxx}=NK(x3d@do#te+Bu
zGAlI->!LR$0mcx&Q7d?I=QoML1b2z0q_IE5Fnmx;&B!jAF=E(oitqJ@5SAE-D+;WQ
zD<-yW5G;(^Aed?S#l$MV-0HkeMl3&Mm+B<7f#w~S8qGUM45p>hBm|oGU1|nCmFYi^
z71RH<1;iaKuyf}jLMX&q9<_lnL}<6v3=yaaJVbE(h-TqMzE7#&@F?M9Lh+Q<HmNZj
zx0xWualsYR=Oq=Uta2m-Q`=Y}wSl3_o~5SVZ6=*8!I--GpJV{R9|Z(sh4i{4K;^}Y
z&tym(3=r=6AC{V_?QboK9|a|v?bb5TFvlc&LZHz+Wko_TWmTDVKz6CTjINMfDlf|;
zyI_Cxk|rJLg~8?SN%lO0S%W85xM!-?%)}qq$TKY@r1vCGFwa!hNxhrTQuj#$Je2oZ
zW~R5hEfXuIzA!RZkPIuP4~J3A3{qglbW<3`x*!EomedyZ>Pk8UQr1%Ku4Yn}q%-r>
zjmc<vq^y%H5-IEKGE<%At#da??8;!7vYJZO9H&P-t=_glRtzhzw|&&jqdt~kj2GV~
z6?yH{b^|7>+wPv+bk*^fqXMbDrg}@>j>Ptdgdj|B5QO>%HQlVArZu0SVwVfYa*m)Q
zZK6-Q6I7H$VEwd)gdjy!U2c+FEyjrCc9uokl3UbrlNxMXk=#Nd*7~UpjP4k@T=(8P
zvb|%uSw78>+CXvo-a0FuE)mFW6C?zRk6o@;9vs<*cp<e-{8#<cE&c7xIknj!!PQec
zm{(8x2lNjvo<1WrLnEFtjd)5TP+Cq(2pVzB-iVj}wGmHQjj%C?6Ks&+(y0v$Cp-~o
z1XfP}kV--SUyc61N(7t`xk3aQ^e?)?=7bVV@Q*?CtEIo4IXfW~Vy&Cnz|jAvfc|&_
zEwtRE_#5<+3#a&>mzmnqM=FcH(~}^k?*x}kM@lNxmZ1`Y+Ja?M8yI>FUSS0HToDkA
z+OkYCfZ)Xe!B`e~OcDfZOPl3pStPvYZCzn%%O*?W;-Ey-7F*&#ZILM}&}gnLBm}jk
z4LcXL<$cx$wdMU4cd9LK?4$Z&d!$EMS-GE{*sjXfpsai+As0ssx5~=reKwTUwbJe?
zYu*ctSSf-DwZ*y8)RtQmRF_A@>Fmnwd#dtbWaU<xDd*Y}gLz@XV9NO}iNTaGVK60Z
zSPxgJk^;heT3j<E23!dPuA?LdTnXdniV7tg4y*sYB2b}*o8lx%OmVtQR?nk2tz~H_
zPFqL{Kdu%!>aLaeH``Vgr*EXO&3O8#d%Ai;Dof+(C8o~62Y(%NEA^NpK(RS2A&A?9
z1fdQ?tuV!gU-NrkQgOO)zP(b<x->MQm_#65d@CVH7hkV5#pZj)h&-`{f7^-;Go|m6
zskbE$<T)E8uuN)$qI<rz(hNgiUuh;2Kl?CyzN+{L3G$DDpndsA%y7EA#E|;Ubo|HJ
zBUCd9MjIMGV#d_Bi7$_-TQJ2xwuMBXEp`!{^K6jbTZYH#OP^#{u!GT<_($xGdF_AM
zE|n#9Lt{KvV>}WAU(AsZv}0ySJLdjtJBT~lVdu{6utBIDW%NTAvg7Swv}0tj9Z24<
zu0#&irLNJe2wsYOp86p_8k~^|BN|^Oh>1p|Z>(m2DyfjZKavo<jA?^Fi}xQfQqNo!
zQjxn0tP=47sSbh|smR@BB|$KEQ!rr5OL!ocT4i!~$yJc)aOly=p7u^^CQ`Sp8zObf
z4(%6>*Ct5@Qul4{5=h<MSQ(`5ZmaT0-C!rzo4}4%zrc>x5AYUd4$l#SUB3Xkeqrp2
z(%dSoXh&41xw|Dzb#kMjNxJHL?x``DSF(B(_{T3WtJ?7ktW|9S(5m+5b%rqeLG)*=
zwL0x#$ilIKWogEFuo7CGR<2h2YB}jYmZkqU|Dh)S!E*Zja<LRkuuXYF5zBWMdD0bg
z$Fq0>3G;(j`3e(P>HG|anUBUiy2XRSWzL_JmG$U15@zJ5*66`M_UNXwK6Y<XYgr+*
zZN)0FlDkTPBXo&QNgegzPu-Pu^J_hZ>rXo+l{G&n{*TtTB&}K4ZTTrJ?ApMnr4>GN
zf2__3&SqivoDJe%*ma!YC~BaO7pWZ|`H~=^+1I9gl+s+!P~Gk~n%;cob6Q*dN>J$J
z_gonz1prR_a+O)-U3}4fMBNlvv*Z3ZLh~wbk=4Q=D2{|daV#w{TpS(085Q}oCg;zq
z%+q4mFG-vFk`%SK_G-hvjl_UGVX)G>?ex8sRX2%70VXsGF!9G5mDifL8li?uGVsr^
z_>Yws@FxuT54ek7zMCb{;7@2je|oj5%G!s9bXOZB71*z}*zc4WuqO=OVjK9ayRteU
z(O^$#Kl_WXj2frjk`!S5n#KB4i2-ZEkm2Jr-Z%SBqQRQb0oGON>$ore;LcP9)(H23
zf4()w@+Bn({0S4}pCr-XPiW@v_}O?F=Wy8qk&`Ax6&}#99q3S#V=`86Yv(Ca(DO9~
zm`)nsvx1VhnBmYd>S^ui%d5T8?oQUnue&RDVQMoH>cML8Pyc#5U)$&Hzhq)LK03hw
ze;>wrd#Y?qaJ@a9TC`|bB{fK*vFM(*#w@yD@b!##y4RRRcj$s43n^h1-LJH$N#_mD
z^^E1NSKOJp#w@>2VTMwrUQz;<!k7K(&Q-H*U_J=-cuUDp+3v&2`>5aC&pKDG!OFYd
z7T>c););MUYu(*;6EB9Vr=%RzxF-l=+=X!-mR(<xR2W<wr}pra>2Zm{NC_+AA4xF2
zL{DbplMX*&gcu-6%b5jn;v8IU{Ymn{NQKbB)z<uLg+GDLx7G~Eex!(9KC*5+6Z{8p
z%@ip8p&=v<P_@H^)Cda6S@|D@V6bGj77vy}A=X-}4UA#Rku_$}_re-8g3WMv+-j&)
z4SpF!hrO|121yJCeG?@F4ICeA1_rN_nc^Re73)~bu4$%Lgs~#A_!86hFwB+^A&>nB
zA+VLb1#GKONQ}Nx&{M$<zPNf=RXy!!|H|rRsS3}(*$L_6B-Fhn4a_`Xt=-JK3wfSb
z-%2u=`Lbo^%Myd{`rVcgnE9`u1ukx+Xwm;{<rpV1hnY(=r7a{012b0-#W<>HM@<?7
zU|yPH|HS71C<vyuwF1vop^z9oRe5?U8yNPw6k;!Yopg{?5B5saCM?q=24Oi)LfBr8
z(e|bwG$%0CKZItClO(`sOG5cE21eT)ig9enL(<m&A_-Qrw}k^V6k>g-)COj&Ir_5T
z=DL1+M^UH0Lw{PmWeq(%#xq~ND;2%?I2Bf{8~jNJvr0H}Ek28QMS@|$%XzfxyMJxh
zIm?2Mb)jKL7+A1m7^cL!K)QvWVwvI}{Y1QAy>n7)#9SyOM!(g)LlHJf34Q3&sA9T&
z1y7VN-l=EtNJ(mafbE`6J*%sxQbBxxO;T!1;O(v3GEv#UaLF5axa7C8p35pt@<cE{
zxXuLggAx<;N45kb17wC+X$(``$x7E-4v%%LGr_zdj1|d-E7pf$)`ke#_#cG86ZU3s
z9EU<;^q=KDgCZr^vih6~o;K=;)CE?Tl*Z~!lRWWuzDOVUtqY`EOabJsG1I6|P_^Uv
z+sD?J9YnT)3(meCS&@2*9eitObDcHj-fH<H)<@{+sV!@&!s|sS^K@iF0Rh1{Cpbom
zHQ#2sz0PbY!pH<$ioRZ@2Uqq~bM{!H7gqLEt(QnV>;p}~#O!5p2r<}Xlp9&aQ^XNj
zQNU^A#Smwb?oicJOVt!`%_ekKT(3`8^`t3z2i{#5qq;aFtb)85pJKUJLNKc9NDvy;
zt)S5p?=I>;;od6FzU%e&>Yny0T~cEjqyDjht@W0^Ez78|@tNu`sm;!!VDrlwjUHHU
z+}Lrw*;y1u&|WgZ&LUeQFj*mO=vTf=El=hAUUDzK-9#7GY{g2x!sN$F63P3DR`5_C
z`-*zeh^fkm;d)?g&lG#am@iq>@jR$@Nqsm_BA*ZtYjex?_4cQca{1}`Lr-n$DO+@e
zwX@~edcC!&C(djnI!P?-adMEE%F+L0LW<bg@`?lpceb2gZ+5o4BhlDMw4jg2+DL@w
zl26y0eJ#hB(0VR08;M>a4DV}sNwUDc7O4u%eUQR~KWlM|NiipMo3CKy+s4X~(#qCG
zqH~Qrt|Dukcxi!NTWD}IIyP^sN9%8Pw7N%?*+5MFqa2t%RzNJ%m)LLz(<eLYY+#co
z)vHf;*{xlb`ABO=3&z6QO(ZyI?Y0|?wNoS-&w#CI;J_QNVe76NjIHZ1na$Qs2*b8+
zC>g-kQW4m?>IP$LACtn?nS2FXXKp}5=Vj{-Ej^R$#^vdwwXG;`%#%W4*4Y9Qp;P)z
zq4WReddBIx_irey@4D7<tlBIn%v{g<4Q3T)%?7iT==m^;oFE03J#11q<*cS#d12o6
z++S7K9N)8)lEmhTe_E)cOXC?IpG5O~!qTw}a%qEJl;UZYxSAo-#WSRWSOJM_?|Dvr
zC&AcJ6ji4^9m+k|Gt9Jq(f(FSeIu!`43cjn@%INO66xPWV_JpHMDdb<M+c75`nu1P
zph`;w7JTbT2*w4qH=2jy28<EoflI81Ka{YSsPslNYO-;~sL2MwULqR=RW^2`sj|@<
z&9mcs_j(>tBc(dfe5lcUs6=3lK1D*H`9$KBG^DljZu-yb9@GA{1w%LL(PKx%7n7{e
z0J}IoboGg@p1#TkMk@vfTY<4c@r|a){7rp_#|nRLFpCApr3m=!2tka`uvpN$hbLRT
zC#kSla9%<%RBYPQ(@xpIP~=TZ@DWnT5{&hNza#?){v#k5`-q}9iD(M07myLLk0{LT
zj!2z6-a`)w{IB`isWHVIL6KN7uthAYrtAQLR`X&nNx_Q2-K-^2%-yUGQq0|(@-CXg
z^x6A7bHg)?UUk3cA(bwhgA~(GKq9oGd~3`;57YG@^sH3l1k#*0P9F#yPY<n_74~hS
zkHh&=)sir(1$HWIA=(i}ware2ZA34IQ602XA!FH;<~Z?g$|GYH)#C<uDw?z<?=WfW
zzD*(ZNv5qYSPi7DZ#U`w>7EXWUWUlD^?=kAX{%1}PLtJ75{$HUY+iROZIMl5%~1<i
zB^A<Eq0PkKmbMBI#54`FdY_-aYm%xcsqkb|ezSS9DK9bDE7VLvkOCTSHp#06V?^@$
zmbI}ZFXD;^4I5YVeH(<5SFAoBdtWnU1Eb5uZ#EgM%x06pe!OeQ3N=dV1pU31{$7be
z3VT>Wp#Lml#VM>C{pS=m?_b+N+|dp@cYa_Bg~aI3e{6G~9gKFkLfWx+9eud#u+$Ch
z$hF#$D={b{=OhH}cq618Z~tpMh&$S0;|_n=Ai-@zHZa<;KiCfJ8!EI#1RRP<e!X%z
zmBIWH0Z+tB2)DpdMqgj)pS$vVBax~8F{<)!F|DvmU~hy%tj$9<Ft@^yj|I1PQc$6w
zl-g_xN&#vd=XJ+seLcZ7pqNw`X+51FR%aURS)j&C0+f=`5`t2)waMTJ-FS>AQQ2@%
zBa79rzATZxB_Nw>%CK<R>jSc}1f3%#1xkven;xt^9aLCfbUb5Z;ic+bLhkyYToe{t
zPC;RjDazk`tR0ifP*}Qg;GwX5$x5NHe7Pl$!a{EVU9i`b=n}(Q=;0GR<J8}>JzP`N
z9|Dp~`%+UJDt4=gHY{C5Z8hUmwN>mEsvSmFeXCjFx=UiP!bKP?UEV7(Sll8E7S9ap
z;VMH?KzO>vb(F+_D`CKOn#8Q!;Bq;FOi_bmBVpWPTl1_z-_7(Sni?eU(AR6YDmbV=
z$hER^vIOm51yF)^Z`H5Q^0Y`S#t>P8ZU{S@_o8~w_Pi0fU#L!ByuRGFvwBg0%w)xW
zVmiljx01vfQ}OK|_Ec7H${Tnp-bpuLE3EB?z*bm(E?KB@<XtFhKS&6A;<p5$o=Db0
zS=;RKKA;M36VZWmT40+gYXu|*$tXcWkWR~PGi9wjV?+Yl&9ZG}jkqF>+PQK93Wdbz
z5?jk9*uhAnj%}u_-P&r(TFxTRW9mMs6ZG$8>EBCYNdIQK=n~HW<(6PHV#GF6+Zxb+
zu5I3bZ48M(W9%ZhF`<wc{brS+DRwX#(><gyb(^(!t8G#@G-i|4m`xG`XFM+<XvcFQ
z?a2Mtb`W>8!_J-C5elKn`5Hr$?O?QHeXt!U3pcl-Ea(pp(i{u6C4EgDp0_3aDHTRM
z{zecJk9gAfVU=fyDzRO}Bg#WD3CUSaQ*bs2v?#nCQfcQzP7W1Ezg#?MG?n*5ZX<#i
zxu^<VB|)GnI4K;kF)2KjJ8d@`lkPTBosG7eGDIy!Ik5FblmnSA{IXFFNC?V712zuI
z!F1LJ<zV{uJjwys$(4DqqwNA<M~hk5ne-#C1cTk;0K3Iu>{ij<589cOKZlm#Z<p#`
zN!Q=#nHPguDr-0l<~vrIZAm*;S=*8bfNe>unfFTi6WEr-5V0+ZaUN{g$)Rmgye*0T
zV_VXS+$mV_ck8sRp5ph*O+7R*HN<m_CnT}O;Wp2gV<LJxPpDz0u>?QzW8!NXUtwb8
zJ|0QqS>qSZ&6M%Yz9edn&d8XRtm}W&pq5^;&GVu<!)l?0C+SRY`s%ahV<t+zEWq6G
zB@=aWkBnXi9`&?vD2de9&-jMxU5|O*u!FH1>F^HEyXsHD%IrpRK5Ca~4%K)5x!oKy
zaYNidhk527+*vO_Lc0b%PkMT*((+y|^D#DZj^(&V%`T(|c6yGfI+7kmw+5kk7g9@!
zLD3})if(6#K`AE;N_mw>%_yN;snnioh$I8+ffnm*i2-ZEU?0p|?b52K=@Je8g!c2t
zSr&9IdLezS(ZCK$OIiq7WeIs)VjzSt*oO3Dnbah;Pog1&(0(B};rVje)Pd@CNe2FB
zEdC!$4EPfU_W4F)z?v|A*3dupIjZT7$Ap`~`frPM35fw~!oWU*_IawPM2QA}LfiPK
z?e}z4O(hxlH+;;v_HKy*f5NPM-qTF=kr=QhjGr|=HL&e~r<?LhGO!+Lv7RI`U`-gP
z{&Oy=K3}52pU?sR^nJ2C!xht<gWnralLNi7j%w{K66GmNR$dY@X84F<qlT{b9Ms##
z^e7d~_S9P`+n0A<->y?$@I2gwsm(a;c~*gc`nNanwS9g&j)~<E?q|{EG`2UrAR7|g
z-t-c+hPOAJmS{|EpL`5c+c5|8=gYUG2-MEZaA&RdoO{e{b%I_P2a!T%t5cUFo==@G
zJZ3gHeZefHQn^wFHaKNn>X@M09rN_j5yw0m)D=m9H}8LZZ&YFZ_AyUgbzR~xa=ZdL
zt##J7m73~asoo8`>`_l~Ws`#KP;WicsgT}y!ZXGhvBR83a?qScQgDY~!vbc3$aXI@
z+<($@Rh3~ne@?|<_FR(=l~s}iL!~l1bnlluo=ACvwYc|r-?Un)p}d0^_wo~^zSt$b
zY=Z3;%6j4FcHb>;rc9ZrXZCRv(6?Xq)T)B>y4h1!Tm;YS2H&1^d^hbK=rwdeqV}Ek
zR1HzEce^$f^s%7>+Ni!#2CB#4LIsLCsa-fSCTOric^C}Fe(4p@R;TYyb}pL7ZLo9E
zS3T<@rwi$Hq|%RN5_QiKEnBI10xk~qp1wm5KI>_z<ZWhQG^nR_)Pv2j*zUGN^2Eq#
zJ3&mf!4pKc*FCSRW0DGk*2829-d1&3VlV=K^9@f`^{xbC<a&OGd5n0UG2$^ob|36_
za~#&mU(<?V+mYp}svpAmkYHNxud8>x<*Bc3g`sa!=<y`h75dKu{d|xACvnYH925G3
z8yXu)15~vzOy$SzLTda6A&x7w-fy=S55hwsF*^Po&jXPXOk<no1(WoacRZa`SE&nj
z7D!4uzMl4Q*&rA?AKYP{s-7pK(8)2mUA<{{IaIdf1*iHRH%|3QjAQD^G&NU3V4c|^
zHki*8|KwLEamR+F&0)L<gFPI3!Z1&VNZI>eq~LkS)&|Vwg+gNVw(PVykrGV3?SVN-
zy4UEmYU*vN3`{L4HGTQGPw2hWQ`bI_T33B3Zw;gmWxF4fV4wewCLSc1yPiyW`Spn+
z{gZTd#RsF*4aqf___n2_R&UmLwfR;-p1JQ10z5tA^s|F|B-r&rz_=f`1&l5>W58;a
z_=M;oh?lZYn0P5GG1&CiP(lzd^`5ZznZ``<kMTm>5iecBco7Eik`{*P8zLqBzeqv6
z*xG=235C$}@uaj)$_9qD;-0WuYsKWWBkB>U8?3d=veq(*fwi8L5LjzRNIRbT*LDzh
zSnF6AFT%iD=fW^=gh+Y&zes_#Y;AzGLLo7<^C-Phqy*C^5a!KE)^CkTZ?1lk%Aj{i
zN^4`<q5-v(4UCgdBNq=yQV~zeVC2oLHbNvq8w8$O9O9`dO9qTmwQQ{ToxN&L>Xes8
zCKQthOvtp85O$QKwa$t1TH8$hHK#pO{bOj80643!<k#SDI`#TV<14pBK+uRh1bP39
zAo#1A<OhF+LSl5(_(4^a4ICWfEtU847|%`!bK7oZb2}=t&dqg{vuH7gDLs12Pac<g
z&c=-`zUN7kN%lw#`o=2~0!zG<hb3NRsymtd#IGY`$*{2ag-~`Z8r|bsD8}(a9)f=Q
z4}xHETT5W^P)Lk!7jbt<z56du31!2<c29@fuGsIiOkZuM41Bg-rJcrhl_Un?+Dbx@
zS6b|}XW=$XaVNW7FY7I>SB)OgMBNw0h=jsw!^1E`LPU)GR}phs3@M}R+VjvT6e8_q
z!;!tZI(7zfFy<(q+hLZjw$spum#((#F#9HLBVe2ia_*LAnf+;r=6IUr_jE3xN6$+y
z=cNC~Z_}>&6SAe4p*bob7&8~#v1Xt*!Fgz>*)WNrEjCP+eN-nD@s=z4fVC^``Nwp0
z8*iyrB&1-z`KvvtQ}gA+wf%WEIDStu4-AKeM6)E3z9en6`dET_2V!|o@Yagv)(<2N
z_C)?DAsG69M-UqN7o;IJ?}_ZPEUlXJ)=qQc+QwyRw0QZH48GTfw$M0nt@-k_cojB~
zSNSBh*%%pAtFlq+ubswE-%$|Xq|-RV2)>b8Vq>JOC73IfX7RTmDZ*PhfAmu{c%E9O
zMjTyOlcml03UjZ`o-%W<CwY<p8zXZcGcO@FD&);0By`s10g-yp<^c^<PuViWLN@{N
zt8k*QH^I?KpKsu85a|gGhKf!r2=x6$ycI;ds~TN83x;}S5$_b`l8{g@S2uSJmo)J5
zR0)BXClN$=`RMim_c)h4MVn2$ZPZFhO?e&;ZmrL)PLIjM!OJ8y<v2PtZdYo_Vm9cO
zA=PyKC(~&5d0kqp+9`41j~6tyKBc!8_tw>KK9&0alv7R}{U;GA|JI6>cyCo@Zx^?q
zSD!@@dgdvbe|-0j>}ktV9i6={J?Y<M@QH{q!9cHRT(^i0MxpQI&{<`URy3kG*R*qS
z5fv8E1SuW8!RB%94Y4wEEKf)1?CtF<<=;x(q4%EDnx&WvmJSN-^7n>9yYAE*B4hIE
z4f#F4&?|wIAPfAmreHpOVXZ4sRbX!ZXJ~Yb1Of3!-NsnTk)?OtAxG+{Qr^P;zR`+=
z1QR4*-zh=XHbyKf<Y_vLsDa*8%DY1~m*CK@Q`g+uMAD$^bdwNtoz4Ua?K%T?nXZ!|
zssFX>43yO9Iwi_>idJ^8z3)tvw*>pns9pcqckCRwkKS2OIkoJcWaQO(Z0yl_Y!DiT
z$j-Clj_m)b^Vm3sbe{UgdHr{pGSZo%*j`2~f_tQ7bR3(%(Q#z(1Uk;3r>NtM+GW)d
zy0CiA2YiJ(@`33&39^px?ZM~xJ_-8bq4aj@6R8AwuwAX*3H}cX%7KYrxHWIwh!)E-
z5_I=>Qr~w{Sx)ZNy{`Hpl$9D0V0C2|e_b#(_t?9s>mBN*qztXXjg9%}4qDYL<xHi@
z|JTUMojpBhVl5+VN+I5v&xAiU9W&b2?RMR1UV*1sjnaos4}6@Jj&}8{t74xP`GMOn
zl#Y7ZDE;Rv0~<M1MM)W|bW@`=-2tTw((~<KBWV@>gFz+R=A-Az|Dd?VB2008qEGj9
z9aX1!A${}X)S`MoHSa?E;E-OC(5jnMj}x7`S3uU*@V?~iK<#<KGc`XgS<t$zH!1K&
zM8?xR_KVYVYkH&W4WrxaDXl*<lFJ1h1!uEIzio~2ak~D^=GAn&&(b<5w<N%l#<?fP
zMe5e|TZ4c;qj@<ky1-bX(o3V7)KcRmJzkdhxrf)hED^rSF@uc!_K?OZgKx4{Idp?M
zUYFBN7~af3LbAhVeyK4+x&PB<GygUwMcvuXSLi+4=|P8HPl>ek9_s|wFH)nmuU@DJ
z9QDZqFG#7^FJ)#Z0iY`PdipVEj@<>-oo^Y_w<|Pk+@$Q`gT}A+553=}o9%8m!|bFR
z_6h#_d_(Up^?`)I?zi7eA70=hf%V>uRdj;+E9oUmT@q9g`PSq!->w+_cwC0#g3jqd
zm7Y&u4LAG`mf_#x`vZn=;vMGvz%u;1g0qI<rH(NC8O!j+cl!-rg0Eos61(qc_*)Nk
zD7N<8fI`~c%sbZ}{#gG$cWwZ^Akp00UsY#zvf``C0+Op*czZciTLCg}QMBA`cBeJl
zZQi1IFpMJAP&k_D2II&^I6*<OM)R7|?ffQ%ZHcjtgZ4DvPw&`Ba<iydVK@3@X)Gg}
zHz=mDWb6Z*yPNxEo5ZFJk)BVM%4M7#)>5zdIK8&M_CuFGYN^Cgp6aBhwHeltmpd2f
z&s%s)m@`=yNh)mIdQ?I%wAe}z8d^}3@EXMtNr36YL!|se!xM^01a`olmk>PVze!B^
zY=L(eBcAT(@^61E;WY|kirI=ok_TohY!JLgVS`{g?Z9sH(7lgLSAE!CRpc4s?~ev3
zUGNz*H&IYxFgKAXA<(+qGnkujT-N7@dFv)rV1j>Co|r><J9C~o2!+Jx!8cRywS&<D
z=QC)5V;_fEbN%^Su|=JGsWm(hr!900i@F_K)IqNUWO)auAyR3$Z4g0>+pxcB@84;o
z)I*XA`<uo}2(28%>d$Ybwox`P^vQn4jAI6oUNmiC<kr_S3zuuGwn!!rzA+#iZ&U1(
z1c3pfv8VOj%J2wy_8GI$X}2YLV?Z*szP+-AE*`dJcL=nd-lrfrj`7~=ahExikmN73
zKFBqfDGc}>M49As&-d~ca^#U+68d;&tJ|_ITwx<`3P^;m`$`(N&n(h|`+1A&XPc!g
zP;q-i_+fWL$vq~|6yGDxW33xTRx?P3mnrTEqi7$bz>5?E!zlU(DX@XnrY?s_B<T>A
ztcvQM{k%2&8B5+{GS-b}!ZOywEE*YW$sRM382e!J#)**(mTBvEVJ|aR^hJN~e6?C?
zj?D$D(!Ar;CJCn4>Ec{X`tsqdwi~b`^|b-s@6<|p19IA72|;`wB#3Ew@EwcyB^7eS
z+k4Cjc@lwFEWVSFm4AA=I`){n_5&kCYFNU*ZF!A(;($EK0(tFi2?@SoVFRNpzO~0B
zx7YXRj15E2s!Gq25L<Gq@T^I06(k19t+|9Cxixv#B)5F}{CsbnM9*DJ@sCX)?r4IY
zJ7>30i1l)X4U8rvJR4{NPGoHt-F~qeC3S-XyjDBB5`)t6u!Nu;vqIW2?_b+N+|dpj
zceug^!NIcU4z{38N>V7=;R<O7b~PWCWN1gO)s9?=fj{1o5VYg<kanDBihuM6aYsAs
z+}R(Y5Nmg{4UBf|54Ho7)UQ$p=1(IZq)_8*|GZ9_=dG`k`oz{&v3o_hp*KYn#PlYV
znsc3o^iwq?6-rGN3Bkky4rsN3p-jcSMtJmIA$*wXCGUsa?g6>jN;_N<1gi`JyMqev
ziWz%Nff;DY>u%&ZpQnD+ZAgkek)XoJ%oS)dzp<C^S+kQiA3F;rW*sYo60>e^c!|+C
z7~zNU-gWjeLthuzpmJn8P+^`C5ZaE^s&Wh7Pqk6kzp}cpo;lGwTD>AD%t-dsUQ=O?
zQ>%Js_l~jgV0Rtcn`heJKiON^pZ4WFChhOs8<zHeV9`kXzmg&O0rHnYchyWh#$cKD
zcS#lT;v7C8`L_gP8MW68SCT52L$?Q#8mIlgNncL;wj0cg2)mN8!7ONyLVDYj<`L>o
z$(u`oe&KO%Q73QZo9F6MB$;FwLm+Oi@j0n2Y;t)Ot4WSYrcERUowvJ$p!0UgF?FCP
zV??L@l@+no0pf~IYv;<H)&>b2lxl;bn>5TZ-6T23EF_iB(b(!fUuuPRK1>kNPMpBG
zNm8MIu9Fa)z-fa(<{C@p!$FzY=6*`v3z^3QGSN3blmvmk=^T<{wz-Gf=iMCBInP@X
zj|U~9bJ|>s&MD(7&|dDGBm~>shp-OloW-7_D|F6c&*jlM!A|bb1UuU0jBW0;n2v4k
zS9psT*p&&eD-*`<<?Uvh`=#yl9i$TJmGt(--X~%(+_a(_%-^S7{F5_NobPY9wz(64
zwz;3z?do<bT!MENW-M_uT%Eq!Lz`{r?V<Z(dL*;d^86=~pSM$4oyL4skY<{KUy@|9
zg&<h~wD_JRZpPm7OSC<ocgWL!^F7Hj=^gc3%f0hw$gStZc8KRXFG^txI8ViSu<4QK
zwpg)zo<qDShULdjJe7~dr_wynhxvBsc!htmj-DviwgdmcBvlSy9pFC|c%+V}<i<C6
zu!!O3PVPgTk^EnLtnO(@Z6lMwJf6np2is><%HVp1Acv;nuC*9ZQ@@omxK4huy3RS;
zv77Gt<2@C1j|gA1F7t?YkV<1C!W;KL7u=Gs`bu!pjA0L~nt6A$Znw(oQJE4&;cPbX
z$9e=9ZgoEwp|91gkQo_ITR%NdcgsiWR`0PY<-RidT7oZGpF2R02=A@-J{`G$Z(YQH
zme4)RTTJdyl5Vy#sI{4MithcQH&NeS<E@pqsFf%4m(wNMMR$ymx?7s)y=%Q=)OMj_
zu&ps$1lUi%SbM)!5@9}$diXgVwbj=rHV+XIdTUCNcwK3|cYDnJd2mFCyPvZ{+)c(V
zJp972>YlSq`wIWr$bZ)HpOgIO82t%`GLtO?$wHtP20x98o1qbIh9mf95A-LM5#ID4
z;XVB7kd8X4C;9)u&E5wiWgF>TcyGe2!mK?7`)fMqLPRIMr*JCbrKCQ##XC{mV#bJ<
z-$lGc-V|UCw8Tm}dvHp_wU2r$<QCuNEle}sg2F85&fD(IwSzH_^-V(NC{=%-5QA|*
zZ2_Tq|99`{Y+5n+S?>_NqI~8C)k#p8aX^QCW*pFVpH8{z?WG2VQKSVa=)L~ZdYhwp
zQGNVHZ$tG^812{~tz)0JpIRP9u{cPveV8v!&#djcM?D!v_E?Y%Po=h|akXl*&kRqJ
zUi0=T(U9&BZq0wqOryzLFgkHm)5l-)&WL7eGa`AHuNv;t1E2O*No>PE<cOpO1N?rx
zIBitF7zsf)AT6%{;_VrCiAj;{zvL^_jxYC_+VMMk70dKDpEF)9|BUxg9$sBmJ#&ou
zTMESt{T~vtZ4!Mp3ZY3({aeNE7b;@rAZkDS=}<c3D;jIfc--4k)efVoZl|ihDzlBc
zJB+HGovLlqlEw88RTHB0jMw6-ssUm2eeLus;wyDh<HD%24V6>v*XE5`(LNZp*nZ*K
z+k};_Jzv9Bs+hO~Z_FCMGO6+Fb{2YjpZ@EBw`yWB{vrK(L*5R*N{C+t_;oMe3%};@
z75tjB|4x35+UYBxPaO0f%fq=Z9iqvKv&_UFQE={Q0m<F_g7<ERx+p-VkAAveZ~wv9
z&3F{P`Xh|yS4jiQM?WuwacuA*B$vJ2oF7?+m$K3752fK>ClS){n3|Tim=XU8y5}|T
z^k^nG#&5%NU*E4+ANSTu{E)%Y_@|`iFusKN)qwH4Gb0$k2VcSXJ)Xal@%x|5GgUTg
zoH<^Nl%_zc94a6osdDhzo2v`yZ<}N;SJMR*T;Z5(OgQ0rKI25@!nI+fj|52Z3Rd=Y
zZ?qnK-P=m-2_xNQC!Kl5TT*AAp=~Xv!$?mCNQ3F~voNZU161f@w$^g?9RIxNVs5%!
zdiwewrAif(ENN_C-Z_wNVMjByadfc*bme|t_j;YO=XeH7M-P@9*wG~=1dblBul?ff
z6<3b=z|Zk~1wY3h$ivV0_<GrW`i(cdM`Msyt-b_qYM&V+t9{l0f&h3Gv@&x|raysK
zK^Y=m1!bHE#g~|4BtZW$5}3QVoi!4mbUQ#_=$2W$nXJ+n1ytjFf@<>%Um;(g;4nvT
z8OU}Z2jGp*!mKq798Q{n!|oq@1P2ZU^@?|Bw^UzN2JPx|AUFb3_X}`t=DXg74jaf6
zmJ#oJKedA~T!{M3TUamufF@BF2`>0Dc;q|*q2<R4jasbj=}TU9?nJCU_l38=-kQE4
zTDv|X#kLDd(-}7F6Ms-XS$`n3GaL#drQoqhgJF9<jOvX56~fl08;9+>114<Se&c<h
zz!JKB?c*60lq54rX%<<IPf$pDV_@>yHQq`(^D}Q`G~Zw%_ZD9*IiMGR=53s~j(^C=
zox=dX2auv91hGbnAVo#y5-CErIA0-ji|3lq?Za$P_wOg_Gd`Cd___BLyL%d3^d3~z
z_*TC>RE0_clAG~`x35FB5g>hHkE^#M*9_d6=7w7T0ZEEML7yOPNG{3>qxFQ)29wde
zFxuHcS~yJV4Ldc-6%MOG_rqb5%s8xkZe9-K8;ryD@l}mn{m>PvDNXo?bXXDt{02m-
zkr1PZZcx=%b4|O<s&OZo8a_M4SMb@XynKdTwynPl^%=U<z2AEuQvZ{3;kXYaB&XnL
zGgkBWroQ^t4>YCsvm}Clu2S=pGrN&XF$OPoP_(B(Qf6<xvW%~r^SdxlSCWJ%@f8B3
zA&zbtM%pYu3g1c9VX|+f?>-});X6rYeD_YCzT+E=?_4bTvs~Tw7jKQkZy79o_ntHc
zd?z7Bk$~^CBY_SUvvn*uDgO=ctM-oN&wEq!)kI%WC#6#Mk4`J^E1I9~*VjutXdaG&
zzS(<&vgDa(z2)@xztdCP&QOEtQc1pH7*OjMk_=BaxsFTrjSvq-ABNo*ThW)Q-O2Pg
z8SG2fLa7|z!yP)KqA#7*Jzmi_R3p!=B2qTJ-c`v+<#Mdwt>kMIlHZunm^|?iU9CDu
zOTgZmdRt{*Jaa@QTO{PdxLXgJOjet3L9eL8SLhXW4&{-_@V%I^l-rhc*5}{wHeK_&
zZ%GVXV)a0<9dW=E;}Hj}VoU%O<EG5L5&a1iV}^)g%s3CK-B=m}@T?R4M={>ke2^)|
zexLQyWefU>H<P6i)pZtUUQ~th99<^e@D+l00h?gyK~s>)Fu4~B`ieM|hvlLP!wv=O
zZsbS-j?mA3P~JSX=WZ+HYvoW9Yf5mpBEExmu*nxieG}Ct!ONVyu)_xNe+S07>5w^j
zVVywJ%){mT5VKSDioY@o=<;7=(s!=2#>VJYpJY~5hXgHxJ;ru7m(PR5_LIzbvmgA=
zwk@LdwpzZTdU-8hef6fi9ZBizAyZ&pIb>D{@?wXD;jLwTeG7UH69YZ-US9<z2~CPv
zMHZ!cyf(^rUl*n`QF@cF_^1EHc)qspW;)0uGF_};fZt2KFJxw^d@l$Hb~7D+uW{}C
zMPHzmkZ;FUQcB|SW_;ln_|5pP&bSxMi}26`v+tyUc6>iJK|kHVcQRn*;?8_8;Qi_H
z)tQ%6=Wn47y(Kn1xxcOx>szKITq6K($NDnW-BK4khqM!r!0>Aci!P|2jq}Y{X@bB!
z4L<mS@k{CpT=-Mf*f5GwK?<aHn-C6!J};QEOrBe!B-XgA<qLjybt?@AnJq`_SrAro
zw!fgiE9YyM*oPs~9<8M=NH`LL%s{fY@5$^Q_Z*WV;q2opB%FO@XWnixjLnLn)8B_o
zx0+rlD^hR%IkULFkl=IYZQls}*I$|G>UF6D8@c2e0bw1M&^WV(?>JkzxNcd&H(gy4
z6voOIEE|48rdl$zl%AC2OHnt&$bJiw!5J}!NppXEq8pVsY}`eR;EYgZJRb+0(N9mU
z<g2SBiSfv(ygkx_rNJX9hxPyRXEjaym^G9hd0DCqk4OkSLJGhmeV7|OlFC=`Nb2D{
zJc0!f*%QHrvP<v&S>56W2iRl;*kpvU8EH8-rCOf(vUPRe3^keW_ZxFoADW|@ZG!~z
z<>bRAUrrEcnJ+)D<}0Y@)%3MfT2PoQX}gCz$68|cNoIo1sO1}|o{{wM=TnwHA3v;v
zk1{WZk(~&V!R>j85!rJ+F)-Ov5*p`^KJ4#~_jO@9<ME&PihugECtusM=UOI_!7!Eq
zeuE-={w5*8?CE&X%AWaO6n7wd-ac%yXXJ|}dqNLnPf{R|J>PZyMlSC*v`zU6%t0#g
zix6q$%w~;z6O@FToVh9{t7BqIp#jI4*`2<oxY>`IJh4>Y$Yzp+&Jt*DmC5W3IuCnl
z6JNIKB`8e)?)IYTmYrWT)y>9(!{FW*139vv-rLMqO-T}X#?eqGkMzxmgHw9(t8f!o
z4m#xY7j;URtQxvtKVP(JEXAV}N(g!ni9;t`#-!+k%lQhOaQTa&o$!~#CM`yNo2hh(
za#_Xo(+wL$^P*8xO|6d5$M5pR=V8$bEq&=~r_=^jXorB%>QcWNJPEMG;?#<I;xR#B
z?04AMj~-dJ4I`c(gb}=B894VvllN>g*uV#*fs3~D)lrhf7<g-_f&XSXFmS;mIwv`+
zapD1n$oSeWRe`Z31jZ)OZ0u5TNBqVv%~vpXX`PboYa>dK-_}%u;`N30RDHrDbx8-x
z74?~izjvYV)D{pHYzogyx^_q39Mwr6VN*v3oid)D^V%LUg?&&ML0W(SIVF_6r_B)&
zvyEzGmDSy{e5I76GbyFo5r0ad3LgyLxhxUZU3x?h>g;Qp*oGm}x;3Oyu&#u_x}*iH
zyM;*+%3Jvg*4>(ibx}@aY62HZ!(2{E?GA8xCcuR@7utQ~uO>~q`Hto>`flFcw_Kg(
z+x_lAHF?tp2~?BQWdGJfyQ-5C?SGg*t1d|}yE#S@LiaC-1DBBTy?m3^ACewVjP1tz
zx;w9vuXtebY;Ru|6@66bhB6a*)Z`~33znH0VPsW;WC)48R1sz7E7HZ38A)hj;z%GS
z?(4#ICJ-KAk^IwNX877(X1-uz86(FS;I}l&Oqx_YSZ0PFwaUy$iAR|kdeoGe(ML_0
zfgUI`q<|?iUp?qMtFxMCMLN=SgZaL;<>xRLsYqYJ)+#mA`uXN53AcvlEwUa^TLrn9
z9o;A(*3oyLkMTXMx3$QkC4w~HX!X3HFqtvOa><^frn1<0aN>LBsOY5?2KwqLNupPl
z&aU7%D*7j!f%5VR3q$|BbW|4~<ZF`n3`1m-*GYZQKP3dwN%B!@eqmDd&tLfp{qxtO
zp{1tpQB!LEH`w<`9)^1^gN#u87~Su8I4Vj}0im5OhZ?rf=f?O}v*Bp}#ZY>%sUj$h
z;gXM;kWW0uAwNL14x?xhq(HRWq_AldjtSE)@068f5}>3rg{7d5UPhHWXxgDH45sxS
z(+5WSQW6swB28OJ>I2hC2uw@zVcMxo3e!&GE0}iLu{=zBaja{&Ug`GD&BL^}TVxf}
z&AMiFRcobW*!K|uk%2j55)FB7d1=VATTmGL?zF7;I4Q|n{%kzhdOM``C@_oZ)>*#F
zO41qYEe*Ba+bj&$`}mkn9z}t<gCWv-%cVZBo`k@9Bp=rMj!9v?@A(SW`#vx0Ve;>4
zwr`Q$dKrDP)~kZY=~fw&${`^+-(_~mrM?{DPze%_<Xh&rzJ6&$H^*^Ph#Q9y)DIAF
z9F~-v(UKTFYp*X|_nbhgNu)8~U!msf&jMh+A;<N!zF932V;CaMcPq?%5@LiNH|875
z_riSR_zLD5cRY{aL*bRl8f>U|;W=(rfX(axo7rJ({FQg?WZ&sLD(|!@WPy!*zuy(8
zypP!+fy%p)3{I6dQVVp1Zg;zPXWeU>?|pSpz|GT}jgn(HmsoJ=Ju%%kM7=5L;n}m~
zxOzjnI!_bX;H(UFIgH{9!timVzeo%YmLv?0^L+E(u9cPZglH2EmLxO|mL%2)ig49T
zP?+hm7l^&7#FEZb;zy4Av;Tcvn9hVoeU`{S{gs%n?Ugu}iDlHRW`N)FsKiaA-oZ-T
z_Jmc5QzRahxb+EBiMyUKl^A-U5|aX^5^rmkbq{-Jd0{ha)8vGC_Dg4GQlEx`yH${H
zP0FgMpZ+;BS<{qiRXwxXno@fD<g8dFX-$zny1+MFO%g0jksdD~R;_6_&8M|*5sk7}
z2&74aOHP;&Sa8Dh?ww&2JAxD_Gd2MnWb;pmGV|69f0>bV#*^76{GOz7He881{w9k=
ze}Dgkeqx!gb>e)6NK1{8S|MFZ2s$chfpqyblcK+W!&m6<-;f9FGieQ}QFO{ej0_2|
zp&o<&{%e5EjR2b)VQi?sV;O$#A)T_)_j(Mb>Z}L@yNNVi%v)6_9<pZs34odZ+sySZ
z`V*M>XNZ{jXPgH!>cku~|MVX-|FLU)Z_bc&?G*S!Jgaz?5R=U<d6EnBn5Xy(^Jk-Z
zngNq34f%l(5AR#~3Qw8Uc!-MUq9c5T(ePRx1z{*wkdrM24NLh71u)?+zC<#AgnJdb
zZ8ob+Za0hjYzx-QEbi}(?_N=7YTr23=p<3WMs-e#rG@$e9HDzABvjHXzVdZkReyLv
z?afFSt~v^W;C->}1sEnzIcc_$I#%WWxZd}JBVjO84B<b+_|FLb<KjOaqU6n^F?5R+
zZ`S6~)RTP9P=eV#nx}-|?opfK+#ga-n%$!_m}^)=6Q&BVUtvpnNu5)(W<MQu_uv|O
z<`&;jC238htv_itl;$BdLjPE;LcD%=a7wc75tA9C<3=Ww(McKfGkb%tq>kF=s~S@$
zT)K(Sl#^D3lKR$8)16HFIRBZ%e<tvsZTx35{R!?gWwM1JSqQY)X^NYnDsF})`DPCq
zMr}c0(|-i^{hi$%SDm{OqhEW>*Dq4GoiZzLG-c%}r1psYA{0_Fy7TfyWpur=nUOlH
z{+d)>f2+5U`X7sd_1_m^raqEj+Bx!oUa`|xDR;#az9@$siQyD&VmoCAWBsD^Q@)2(
z@l!$qk3&^a3Ax@bbBIpLp(UmI2YmhY>$`j_RTW8q5}bU>8s?wk2jDn;`#axVs&yDy
z3maJ}U1Cv}DE<0^meD$DQI`_B*bBaL>i)31dWYQg)eH1=of$^v4w40*uIGl4%?gs4
z=M6!DKu(}G@Vk+;P+L>?I`6ApAc{!z`RWN3?54pMs)DCb4RrPqU+-upG&SHkzKS}f
z<DT<XOHAM&vJezvfZwZJ2uezb(LzVR<Lec7f+<l4PVyD%z{yjl4!qAnfEAUGPMYVr
z5BK?w<>6=AD^x&V*iVa9pGd)Y==eZD=(~fXE4I+>cF{cH)e##C>g5M$r1z7c(8*7E
zdOIu&ehX)p(jVp0GD^{xM3Xos91;5bM>O;0r~3FHQB@41DsQLCD<bX+yQ!)DCIm#E
zFsdE_DmdEKQqFK!!W{i6HPtv;5}UIBwsbTT8b{Ayv7esOZy)hhNxZ^f>F9T*?cit$
zfupY&M=xVOaP)G%f}@wy>4IGF!yWy|G2dHxIQsG9G&i+V8UjAvAt3&t_b%TQ-R`(A
zQXfgloT`oq3XG`e;A40%_az=s$xV?Tgps}zAPx4rt6@~%1*qT+n@;SF122VkyIsV?
zcta8!Z)|-@bUP+A-bi?vu6Dhom%iewlX!r^(i_{QQW$?p2)sdBU=vs^W(0TC<}0|P
z_RHb!$fZqS^+HlEaw~28j?kX7v<A|V8TdOp5^Rcu&{nW6y4Nn>Bz^l;a!2*oeJj)e
zNq_{~_hpk{?|a#7CmI(<ksYK6@z|0u+66&c%va{s>vn|QwJmrTTqv6X<E6eF>cURM
z#JErr8yB{ES-6l1jSJ87Ri~Hrz_)$15>xqybYU9?_>Bn{N{C+zxbSl(g$pn86<l~R
z4;Px$S@~VxD|z&&dhd}3|CB=E!5b2SX=Hft^Y?ulRrG10A~Ip5cKl75u*hlSyBc8x
zRRRRbAJOW6N*F=w00I1kgx4>O>iz%~{3DfwWeT4T_0M0_4&xt5Z2WUw`iBXPf9A2+
zzh2hKpZaPf7Umz)KR-*uz&{e=*8=`o!}r2JYxxTPS$jIXi($kV@f#I8+MSf#XlN1-
z3(M%wKJzV#L1whV0nEQWX~u!y`p1C;z>~^Wma&Qc1fEnFBA!$j=fSw@H)}vg|ATv!
z$iL%tjZ41bDRS(Efm}gO@)$I|%~vQLTRGJrZM9;HAo{QK71`N5Sg`6e3Vhg%0)L!e
zFM8F?T7~r9xt)sg6Gn`l@+B>Byu(_dfp44+J}yL_6W|DatleZ9`+en`=1>x00(;um
zzOU_I<fonA__nKpuL$l4Y=?m4p18s+69mXSZI^ikQ)&8q#mqQ;>pNdd)i{i%zNE=3
zzjO<`<z9IULVQ>l&0t9rd6k9~Q^RN`25Cy`64&Tmq}5?GD}prXYIhiVr$IYjG3%Vt
zDhRWfS4>YTamzQbL?OC8xYzz+y>fiDQpF@o3>5z&|MC9ix}9o8uifvfu8)<@jMe?G
zcvUnrFrDiozAE&JF7b=6L1GO5ke%z6@VeRhCn0{t(7C?hd(pYB@D)1Ol~+vXdV|?u
z+<5M^iIGo!_5GYjjFkM%w^cdM5Vb!7F`T%?94$zM{^7^;&U$8%%$j=h@4lO=tR&w)
zj`q1WsFm5x8GR;n9MM1$B2Cr_kfz+ErGn031RVne!GT6b7*%?J3R%#mEe|xJ&IsQX
zpxdSIQreHq!*_qYa!21W1LM18d{y9#e(<)hSz;9bkiNSqjAnc%A@Ch32H$Pwd*Qn+
zd<EZaIddo9)o^59&BJ#Cob+m7F5fSGr}ha*ZdU%x$qx0V0GYAhS!2P|XH31i97ga(
zfFNY3aVw1U&j9HiM;dXj3M~-{CH2MT6f~p&Tqu=>rCydUJVY|33-MBuyv3BWJ!kId
zL*`(7*nw3!bVhF}n%N}rWd=(h?v<@Wagz|gX7FJjW&|Im@)dlT`s$s0n58nm%fpA8
zBQs|zpR^A8pG!a@^q^lFw9wf_GVkL4=hmC(n>~7ZiA+z7jf?|-@~a~7vxrHU)#NS4
zYC~VWqt%#$vD!Mm%6e6Ajm~V8IGKM)s|{y>KL}wp34zr}Gg$3OCWX~@@)fMMGcT)Q
z!}5=m$CmUC3<;i#L1ObKCT{V?(`Gbq@w7E7L;#Eia+v)d`V$xpFhq<780SGT{gH+w
zykq&t)44PnDDG$`ODszGUz|@-BL3h`j)b#^Lj^%NlsS=MP1R==sp_{fRljtLYN1uX
zY}w2y>MOnn4Y@$}_rGgi@(TfGyDb@q560<s-VMo`UN;`5H(%>fLuWV2Ow#4zGY2Vo
zgUR$);xiB1!59tT<>S(4g;b0NVgw}jt;EbUhpH<;W;9UqEFMi9RrSRVG#<d)srQ6Y
zwYO8@jmLpuRQ>H#A#bNn2%{e(>C@FRNf4bes<*@7omJ18Od=bE$g6VJ^oirGYn0PT
ztupV*U-m3bT(lgRq$I8B48_ly&X8TChAH8_8f3;r(+yTXILudN&ze_{tMCum52B=U
z=m!$w*9QIIER&)iyvA4P2d|wq+2aBS0jl>GuNt2&t(JKt51-=I<1eL9WRK4Ugmx!i
zqp!f%Z$$xf?lC&rkRqw7uFsFIZEI$(Q8xvxarSSP!G9Lcj(LqV@<%J4R!h8QLc*eg
zvulM>RkKrtIJ-j_eOpPNuF}E?9yA2bpDl0On#%d$r!a3{_Iq2>8gGA+r?=?_%i9ZB
z{^hggh2)<YEWQ1yG#$JxA@DY718-|)1aGecOWt(2j*cPVsh@CfH*b_@52klwYZqBl
z7&|EQ<<qlHc{{5dX`%n4?70J?I-1WN3JQw?M^OQRSYria!-8TLHG;h>AcE+XhrLCK
zQIlAS%0@qpn%<)^`AAojn0&?<vG+o{CMp^=*7%#5eRntS?lk%Rqs#2<%<RnU%<R5>
z?`T24%^|R$x4GYo{U7flD}JS`bNg=3+U=|t?nyT;<$3p;u{XSMuX^CR-=GQk4m4r#
zB=Ma(_W&8(HD7%%wAyYotQf-hJW1Evq-mgaq;xOyt-JMQ&QZzm@aqkxLDpuFQ~4?f
zeBJH?k^9!&>J`~-2<CQwgHM<2&LK(`m_L4CU@Q_MyXRnwR(Z~M_p|%06zexWR(Zva
z*2&^=t`IWxOa>`|GyEPVv6_L@VlL9Pw)8ts1HbKs`??#~ZHS#-Xgd^|X{prmt!;~6
z3X8IEQE2{4zVnQ^^S;xK!Ex0pobsKom<t1RYh1zByzk_xZq|meOYjeFjcHs!vId7Z
zr6FsW_P|)Oh8bIA4f7r!)}TkF4}B}g^ss(mq4lYIERp+jmnu2_+@+Ts0HBg12&q<r
ze_SO8LRiUxefgBJfjE^M@IM_ujI8)*3rtRlDo9g)r`MKwey6&k3Pv4DTqm$aLG3m4
zNb>S2s0~oDDn(FqC`GDyK8C9In00PY2NZ_pl`J!!x7L-L=LggYZs&&X@t4as*HBM4
z<wo1uswMOKLUk0xP^5Omnj`;Cw|*!XbdP%Oe=7s(9F5VVm#2bexFL#fe4VI<W^IqU
zLt=IJ0)Nb1^q}obmUX;rGr-z2Xqg*9W(3+YErt=80+zyiBKUM?^F-@F^NKz4qgA#9
z!LgLv<?T^!SM^rw1Q{{_ZZgDAgRHp6YOU0B1u~&0{qJH6|8!p8z_#)F#!^J#E}4%2
zU9&qru+}V|78xeDzZ}*<yzlM-A&=zMl=Rlq=P*@#>nUivyB{Z4PnMo<+t&Q)9=yuY
z#!}7mH$lJMqwaQ)kaV{Lq*Hf0X8q;p=GNSQhFYtb-v?L6tNkZE<=x`u3d8AjsLWy3
zC4$41Nt1?Kvx088(a8eASKR;@kN19@oUQWE2<s$^0Rc_q|2>(gc&c@v6r-$ha_1^r
zgy3k(MwfiqC?Jx|Lsv3lzjqp{&iC@pC~HcLKSH=QF1w|ZV2xoG27oRl4c*9Si9;zq
zw89p}hgRQHd<aTLDpZqgQBHqgjCGk04ZWOc%?V1!;m)N6J{sKH4FC<{P5qVI&()IP
z)nyh#ABr=IDd)+tP`8nCIGR#U_wRi;FjvkL<Vs#V=X*IN$J#Mw6hgRidb$Nu%3%Pd
z9FT^TvkWmwIm@v{%2}?IBbajbsOu_h2`DnKDCxS&Iv1JsE;8%Ablgtqcu=18zdiy>
z`grS1@n0OSbPP@cZy5!B?uMwqGVk*NjZELGTjB4yJNHN^i$<dIGi7-myp6ehg0)-F
z0XKq*D|`gG$$n)Q6;}>@ui^^FQf7JEms#|<atN7_MXq8C|8&L`Y#ZasenjEMdKUpc
z<H}8U505K;d-b?daj$!%E3TMKa?=K@{y})J*iv<`iY+84#TJlI#g+rH)}coA1?V@(
zZh|E-#3Ud;F8XyQpubF5(qg!LLxc3d;WDYfx-6)@QPj-fWH$iT4nDqit{pO8fV?xw
zx+Z9V8w-t}VM@oz^)~g!|5TM?AcPC8*Is87nyA(o$56&>zSrj(BRf(6nu&bLqEGCV
z?Wb9r#`Ho6pL<It8U-K*P>TZup*6M=F=>sh!WONuReM!|;$CCdzgKIFxq~7D4oYim
zlZ(s?E;288k!c5M+A%iHe;5p2(nFoGT%2LuXdzDe$|A?_vqu#?efH=D4*;m(c@xRM
z2LHGU9)z%h2mA7=G8hKQ2hLbb!=!1Et(DAO6W_vV#xb(b<JKyvynvvxB@YD4r@Va$
zTa+ETqaRTyd>dP|`kEsXFrBJ-P<p6&N>$Bc-`3Fc_+`Uf>tb;R$Iu*)frXvNFTp1n
z7<}#Vnzc$c&$CW83EqKU1<8@CpRn#Rg6Wv$mHF1^L})3ej&DF#H$a>>XHB7U$D7u+
za!jxIP!Y^g_T9C9D?84I7hUrb+trXw7g}43CI$q2gM|+vOEoT4*J#a);8?K>$EWRH
z$5OS`YFDaWV(IjhHBF50LL1_NW_{WkDp#b3hDc~N5|h0KIMe`BJDg5GpJHu_wEee2
zeqyP=4Eelzym7Mh@T5|yOnuurSFRX1u~Hh~>8olJw(w79oW!;<PBumqzTg58;505>
zpM8Zx+;!Jx5QpA2e~<Um_1SkyspgWuY_1+^{<KuZLK22zAxNQO;hQ;iTFSGpSl7!B
zcTTHfdIdF*B*zq1s1p0Vr(7>GE+yNSTPvCb2g!Xate=bX42dqvieESc4)jOLjsLUG
zlJmx`4wH{IuU10_t+Zwf(>^w7vi4owj5kXqJ#((kG4Q#KX`gZjK%lpvlQ;sAXsj?y
zH<e+zB;;>5N+lS!L?%jWLmB;f^$4S|WY{t??7T=coO&aDF!G_8IeMRL_M9~%_6GKG
z6aL8OjJvup4pF@2#&@ibMLLie#Y_!b6f?DbDrO$T<xEA}i>2xyEoQBCl~L*NEuUn0
zZLQTRp5fD{E%rhV$?RnNRytmVC3(RCZ)<$K&bmNs;s~U%^}0^i?4#3+;^(d1#7ACO
zAGonDKX2_X_IY9Kabv(I86#!Ijn>ZMoEO^9ZZvw1!X+jxJqL22g{r&&g(O*sqo^cT
zxDS`!ya>02s_qBHk%gjU-|wsuvighGda=(Tdv2xqTprqcbBK#Sem9^#QY14yf-N%B
zBl~@rsq9a9wdVLs)-^^mQE)AJ**Z;h!tu`4P3N5{45EIjp``p3YfY0F$~x3}$iV%|
z<umrX&7*l?S>0G<o~OMq7Pv9o=Go+hwqBu`GGy6)Yrimqpjd%Gk@BteLwV{gYb|9Q
zj-iZ`yq}E2md`iHhK#d!zdZ7`H8nOJA>1%+xg=y54k5#&g9gwrXAzYQQ-&=vOqnmk
z&^6O7?|QDEjLiVK#re_Fxy~VK>Fj`q;cef8k7b4&07gy=(y9>$lvyetQ13YL(Ijmp
z=+ND`s@(gf)!(#AhJIc>PH;@6u*+TwYl-|wVJQdTOb?!5%=^GvC$<uTxz_&VGLzOg
z#3cu6tuKxxt)*j&w3dG0e(v0%#HTyQd}z%P<8i!G8RX7645I(?Ncnc_D!IJ`J|A=9
zBdaFnG7RO{vvdVc*A-}>fu1%^S0K2WQlKK&@KbA`@;p95DRRsKPtSW9`H~{vJ|M+s
z;Ca&!!gZL%MI#+@2<Z?-K^=aMsHDSf*diTn^QA-jtp2Z`TmNGW3Gi9{WckfDYpyuT
znUW3<GKjyt^i*=s63}6wNnB(dN_FRT)%~ig&M*{J_lvH&?O$4JD_wCErK`POx(Yw&
z)K$zu`N>z-&auBBYp$z(To%$5hmfw2H|nY}QX^e8!4~PN$w43fMyphQ?PHa~6^?JL
zy+n5$&;3nw<`Cyn4MFS*a({1Iff&gVaJ`y_%FGL}xf+E3sm&E9LXr<W$X4vONvi{-
zeYexsII_}T%0W+Gn~zM%*A^edMcX!ZAVRqQI&!&4e;neH0`<2JQAvO6u|@h@e_#F8
z{vL{WLurQTr+6>8+J8AuigfQWNXePK)?p^Ghk?k+OuI;7=A8#srS-EHLYWJJ@;E0-
z6ZuM4=iLL=hm{j@6s5$sy_6Vq$f-ojA$k3vwL|Pz$eAngT`meKkwaX(QHiyY8Y!_3
zwn&L}4*76GdSi)K;Y0>DC$v3n<|6Z`i_D{5WKQl?72Dw>)=z!xvko7%J}!FWc&9JZ
z8;S!A5a&M2-20F^UGBlU;dHsodWe0BYdq^zuPGYPF%;whofFn)#9WR_8En=emBFSR
zQW?zGP_+k|a7f<+aTI01&WCUn=zAc*(-**7*up=ZdmwBZ_dt1w!p+(h0Z!G>9%u`P
zxc5MxfH<@V`i%F}9_XV(Y!CF!A+-l0VQ3G86QR#;eHzran}mvM9{cvz7BDED1Re7f
z>>b8NKWzT#2kUgf;p(t?<B!&^;u=F&+o8)Gk{%94Iem7k(a+XNBJePqHQB}gu(FHa
zVX{jYA5C6qmK!5&AIWjQ!XB6EV~(NB@&}n^UL;wBPJI%Q4+W>zhvj3xSs#ftBZM2^
zA{Ud^6^AI+AQP^u9ypfPRZncuy6Sn@b6vf2NG%BXc+8VNv;|)(3y^2dTZf4(B;qtZ
zg{V;sQUb3~_cw_d45ael6s0MXCQZT?Rh$BsDvP|3mU5&>>DbUCMZE5X^|G#X?XY^M
zmh-2XJ5cE#%Dv@q%a@eSF_hAW9#$E_t@ORfhm?Ngu>Ab8wRx-qAzbOhxhSM`4pFRi
zrT>Pgr1W#xBBh_ZkJ58wlkkag_`0jZx8|+Fd<2Mar3e4bWPv4yKkozQ1S{A_;;Qp8
zv>`u2&I-pun__K|a$~hxLawM*tC>jRnB>=u6{<P(h`RP-;D(_p<cP|@qi$MjDjjna
zrQ@4kIv$LSNXMg(sE@^kAcX7qHk%h+a}47U(s76^YhZ(|ISwTiYuF+cYe(+q*Y0n{
z&9pxZAKje4x;5(RVc#0pzZ&-p66R_b3mK#Yj?o60#3lw(zP?^p^ctmT`bykKURWO(
zvE1g^=Y_gQH^&;?99#-g$#c3n;7f7Ul{q+yGDqPNPnZ7-8Id{e9Z_G3dk!Jo9P_y>
z=<;D4qIfHFgdByTWR6g5kvT$-`Y;EjZ=OJi3gkXY-!)xi;#_3nyvR7y_f~(Kuk^h&
zz_viN#_>+$QTpy^fH>2)skO{})TWL}gPSuHO5wYt`#W(1S*J?j26S8(1CFXA((g^x
zE6H<#Hk+8h2hrlnJ*tvM_EB~vWxf~MT!m)JM)CSte6dm~fACQ~<#QBe^QK2x$_G5%
z+?%n5e>zh>wv8!&0HSbDNJ4;9os{xF;1GAp-v;7P%HP5JDdm55l%@RLM^(xvVJPL}
zL_AVHD!+<Bjt@{B>I}5zDNiBaV=VRbe<aK{U2wQc|M(d>ag(8|^nZ;(N+A7rGKnh3
z*u>F*ra+m{#n#&tAa}F_!|);G%KpbNHttgEkoPK^l#@;7MUpuv-#14Nv<}-HqYuQz
z`XhvE{|b{!-Tvkf7hBBty>Top#6H-fh1lnq=R$n%s4L&o$KrhHXm<_x7{)jx;<P*E
z`z#KDd=KZA^mVy*@Z&@QlWbXH4o4u3%^;1Lr+{YgBR;FW5Q<y~MXSd57jJtZyzWAv
z9SoO&W<QyfULxU}aeC6{C`$7qLA!7g$uxfe`H<#MfQInPag!0kH9wk*LP?)PT)a{9
ze;_Jp{sOj0^B3-`dB{i$eK;n4HO~Jyj5jFVY=GeN8&G;h*|_V(CqyjoBYjtwoBG&#
zn<I{^4Pgr}gd`UNsgqNuDTN<b`JKKOM>P~jQR=+wrOx5Vht!#UTzx7o93fnt_q^1}
zAuisi&dE5I)HwxPq|PbFeK_)E_=H6mk55EqfJ`4|>l68ei^_Z#mHA#&oC)PtBik3o
z{UAIxPL`%7wnbtcj&~Y`63R;kh%=#>*MZvci#5-&ZvC}c+Q)2cY^#LdC<~Bd5^WvC
zM+{A+6~jPGD<1+y{D6%+t?cE4(B?9JkgbpT8?c+}7nFYW#4-J-%nn#&c3*rTbiEU?
z+N|FLT~e_iXWaO)tMWfNt|u8jM)|?Y<1EPlp6&wSC!mFYI+F~xjY;N1MCRVH8Uaof
zQ<ABURGbiZlBsn<Pcn6QKPDMdg4{6<(m6d^YkETE7?Oo@49<gc41AvEgt__&wU10i
zDqN6AMpjQG@R7I}**DoXQSeTcP2j6sgTzQShU^$TltG}HfZx$jMf%yH6RWB(#Z6)u
z>MX~O;=@JiI+keDMAgRMiw`r<LZ6r*i?ZR-OU+ReqgATm7|JpOPN;xKMxj)*2Kmtn
z-E=~IEN%iq_|yk+ktpDC2raD%C)C#RJw&Ayx)ocrLbrlS@#3-j=~(0mm1@>?w5{@?
zyUD4xDdIcMl(NkK7^DQw4YN(+M+Q>LI^$NB`2+}s$>p{e)?Y>}$}pCbAh6S~aQ&F8
zo>XNS(80wK#s#2RA6E+BJ`VC6g+z{_6#k``!jq8?DLnP0`h?tZl#eTXCl{C$&LN7m
zuJC?HjTGJ=Tcq&*Cw(ZKJ|UNx22snWv+AFao5+=bS`W@+5azMPD_2*QcPGGC{hnY5
zYPa*auD4ky)!CGR1Ul+W=)k8d&X31cRodftN_*KSJ>B&+<VM=td{TWvZYDyw_HwvD
zq&*HH?V$jeP<9|HY3~bck@mjur9C?4hEK@Vlxeei!)IfXZHaP(HZj(yO!}hS3C^BW
zc!WXpFHh0VJh7iGR9YuZoFT3-4D~?_U4`dQs(c-I3dA!wr~fJCoPa@*+rR{sd`?&L
zGlOk0O1~UM>36@EeiM-q>9_SM^^Li6C>z)BK`t!mmqSRu$Q$+B6RDAY)38PQO*`eo
zJ27Efc&sNfkmP6!IM_vIh>Oe+FEY-IJ!ZJ=TVuwihq<;9wiQCd@lHKb#-3q-xH7hO
zO1~e>y5SeVruFTqP9EU{Wboa?JV@JT=1lA^mN7Jyv8@b3lUWKBF=Kx^+BQ?X#Cp}D
z*{Iud9iZVS=RWnq_z-&VlXKtl9{S`Q^teAcca(S2C+DD>J~;=Z$yI!brZ$c%PU$(F
zqbOI&JH>K3;OSoCe;Qi&r!%Kx+nCdrA~JWNd;~a+Ksh}KsW>6-oE~vn&*@RTpEiz`
z(`@6Ia9SmG5{8mGPK1*B#9Z4MbI@s()E`AMT#`zRuAbEW#zPU#;VPf+8E@+?`Z9F2
zJM6_EB}MtRo+dGtfs|>-oK{P9<Y^TT`5<zQ5zvA0aHAEz#Y~BWqbU7%JFP+?sh%?T
zGsuXR>a(Zi3Y#r4b_7EB{CaR%XsL3Di#IOS7Z8<}>WkQ-rTQZ1&6v3>omQE9sKfTG
z4=pv-Y<c2S&Xh9uhYV6uwZI0CtPU`c($ZdCOS?fCn6-cR!uZvVK^fcc3<&D<8p_!B
z+!*BPoH5PzTV2!5r`h6^ra6kz^j0rTKZ1-%(@AG!gXy-mvEQO_T+<(LX-U%@;^K{(
z?u67x)19$Jn(ln&ewv04AFlGDY5K_F2(AFq^biiAXRGw3MELcJ8Zy1>#L;3BM<AWq
z&yaVTCdklt4Tr#sy-*h^RP%&0Dv)q)G{yWg%8}_~hvdi{MX9&{8Ba&vf{aMLADvO(
zIm|~0SMNYB3#pewT)a`e-y$lhcQ>|3y}OlqgWM%(C3!j99w$Sx+BUNActoTiR8!tL
z>LPW_Me3NBr6BLn3p}^r2J?JdsfC#6Zb{@Wz;#>v*5QS{`h8Xa(0$e)km?!u$910-
zA?!XY_T|%EP#{h(@WB7{0#EBjw*7PYEm4TNS^1Ul8XMixEW;MvpDV;mQ*;R{8Sk6W
zji1ZdqN^-p@J;~T#n_82x@nMtk7((c`P<l{2fv;1@e(~j`~zF`&}!~bJesFRDL1i2
z2mXb4K1^rLP4R?^P9V#%Mdw~4akEe7Fn6&<M+hr%i$|Nt0a*9arsYd)Q8k^7)dp3D
z`>{neOdci>>!~>Sw;QfIik4fkMXR|#Y7HDuUC>2yfNJ`y3%b{yw!J1I&jJEjDCDgB
zHm<NRaLK)AY|~5zkcxc2EU|4hg6Uq!>7}+D(Ss3C`@Jp<;xCKlSVzc5{$m>?=gx+A
z>Sr#8L+Q~BLj}U&XH~iwd{*6>-L}G(DyDg%O>(0_G>nv|ir_oY-xb-KiRE6ni#>3+
zJ!@+(UiCtI(Tzso(;z+8l!HJdeAOwgynln0rRQSg+pBDW71Dr^TyeR6oZti0YVQCF
z#&49&`?){7@bu#9n7CE>Ys?Qll=q~%n~7u9+CPY`w6k*MYFnMyLHGv`0I3LYnv4Pf
zhtM(u;pnxy9}$%Tz)#qs0PxdU6<<RTLN_!mXVt1rIx9n@?PCk|=nRNl?Xzmt);_DR
zS^&_hy?`{%!#}Q7ix9SIu`i#T35e6Gh5u>Qj-EOeKjauETl~j1q&oLE^3e`B5Ohe6
z>jx6ai<Q%Q%Ly;dV3*2^*V*z#LK$F^w9#d54-T%$!2U8cwbwvd+QME%e!brIi$`Z+
zL~61O`N}q2_Ss;2Ty$U~;b#+ay2a(EAc)(*NS)r>D&A;&NpLt-OC^tQvc;Q37N<$Y
zcD@1PDz>xARIxpZb;Dk>=lGs7{wv!!+2<wOKrxqfsuJ6Pj_&z*SxLgnHn@nnn&VQI
zD*_f+Jio|$sCb4RDxQ}gO0F%o@NO!ep__{5r9fZ|<j2(4;7jY@a<sy)$7Yyx@<(|G
zk^fpJUwQ<{|H8Y8JajwB(_79<->?l8_c&V8#}i%TgMVOVC-S$Q<ok?>7ty?%$V0b*
z{O+U4-9>YbM%qdIL7ILZ*D{EA5P9tA0zW@ddOA5?r1Nef58Y1kWp#6BiSZnRDChj3
z^gfOE5NYU1NXU(nb515V5({`Yk%n$3X;RF*Q^{%Kd5%W(*Xs1&;ypwkdfcLa%)5y`
zbQ|cOZI&A(_YNG>O&s93#AL6|q>T3v6X;3!0AlGS-b3`E$4NgUGB*-_hcCImsPrSV
zACa!`qr997n&%xv89IP+l$<+sOkGi%cN2N&c9JLcEc?)wE!uN5BA@)DQhzVrL-e7C
z)L-+<F^$Af-VOBg;9S^Ao}|C~v8|^l;8;Z7rjwt?dx$*rkoJ3j3JGZ$?<Vn~+dzNN
zXRyLw<!D6zMV<Z!yocyR&%T)PZN-<ohe$(@lQbnUA5lUju`@S&HNf~1ELUuYELI4M
zPLBK|El%(eDvJ$;Ad6Wn{Y<X}*>Quds!ZEq6KOa^C9lgU2L9>X24mZ}4SpPvc{m-8
z0A~zO>YQ6BuJg&zHhA->ULDL2{Uo(##?}(%pV$D}1^*3NhBtNP-%Zm(&EhAu3s$n=
zCm%ov89Js{Q`x8c_^vqBiRSA+(pEUOCeq^4{K<Kz?#c_7cfYc|A?k3RrWIqmiN+iP
zuQH{X>-;1$zP8mi;wGKS?IuHpO=*cqX0|YpPgpZHLazPB*2~=OCz-k{yRAIeDlIv-
zt4k(7m7@)VK&FV2rT?>SGKnEv1Q4pGd@Q4PB{}9>+Xyj+_mOx*ev;w4Z4R$db>Y*)
z)#62guK`WIgU2wQY`Tdjec?v!u^l$z!rZ&F+4%dI&6XSEXNng%In%<tw8|R*LWxW!
z?aR)S&+oNu5}$Fb!e7RwnLh%pP0NW1;vJ!H<qjA7Ib_qhoHX;^pQLH*xQQ_bu_trR
zLk~TbKM!4lJBi#9oNYm(McTMl;&)CXv#Qohntrp56n8k7NZ$mr$7i)S{|f(i$Y~t&
z_rGCLn4DEZe8g!bBxKj~f>`9RgSIwC@MZJ3y7KFTw)!IeXSNW~#zsV-Xpz~6Y!Shn
zk-yv&Z;q8O9I~Z|W}JXl$?id5$K-Lfj3nXBqBQe=f0COHXQ!IC!i0azY$BT+u{|jU
zb5dlT{y)ntKW0XY{=6sQ`K-}mB8QL;$Ny~9p$#z}XeOXeW_r?#7V`Zye`JtX$Fm+x
z<iBA;hB8h84dn^3$bBblj~c<SBJ0W%&ku<gA8}d8P=@iOX9I-voc^;>&o7;_Ef%K@
zq;M4+*Y$jy_s}x<lS4?)<sK@yh8PdjGf*cz2mQi)jc7qn=BBYDM2u&Tsk%(9Y)_J#
zlVXEitD+`i{SzlrwqYKZAI+<8u;i9i`QftH54I-4fJX{D;-RokKZ0ZS=i-rL_WeaU
zW?$X|j@epn-w&qE<6xYrDaXfr^8ax@zy>rIAv@&Os4M1q5;a3NsIQ4EeI&NFDDvz!
zE%U*1<-g?FO1$n#PiHqmeC*kSKcntttxx|AC$g4NiMTX8Ar`sqoGr-+MsvYC;=s5Q
zhLN(4IZfrq=i!9!G8d1mbwRh*1>R$t4N>0zS5KGp`_&jmDj~)Loerpzd)M@$1wG{6
zO}%;=d2mVkH(W?rhB;8c_k>vF_)8E+3}8~$d6%*%=H`^!ip4lC8YwI5SLNDSyoX}J
zEDoXdJKbX%bN+D}K%JDe(u)@Kkg{I#>e=MM<&}TKg_LEO11ZZB0>5B!4eD_Nm;%A*
zUyYHo{&m>epWw2QwvOo9I>LJ>LzQy~Y3qW=Jg)rXJb*fBtI}_tZVEl5t?HgVrbt;9
z?-@Cx5$l0Y4D?82#(Cgc^n_UC&Re!dMlfmYpohjjzHKWK>0Cb2SnuDIfA!`)<X<@)
zLQylz$6RtBG#Bk=PPpkerL;Mo<jlaDl(x*X$F$f7qZR*x5$Vh@6Y?@oh((?W9F!sq
zU|NzrkuSwBZR7Z+(q^(hFLrY2NM$>8mF?g?6u*vh2&wFdkC~i&&`hXe1rFqBS3K#N
zp@($lch1uVA3EoXl>3(FHi<@r2l^P0+P5GlI*9Wibs6Rb5R0tmZ?7B7!SKL%vtPWN
z>2Gf;>Tyx1<m8yJ7Y71Wt9K9eAV4+i&;Wa)NPaMZ)aVJG%nJw2kC*A%@Oq-xgU3=G
zW)O$${JG1{5PBPzyjR&i&LkY16d8KrIkh$>@*Xnu0uG^Q@`PLcv}ag^7!TAxPzNJN
z$TNA>>WcMV1fd%&-9&ENpIu+P<JJA92fxk#njcj!UwaW${F=%|Rqc(%5wGrp9{i5|
zOMb1yB`;cv)d=y>c~2+4>%qm082_Y2TJ;7SksEtL;4AUZ=C%svVAwhBuMjUC&D%UG
zM<?3@&2Z*S9?X%H2b;p}Q$5Gxu4_}ceTZnuCvqPGwg~$`VW3N4di*(_*cz8Cj<kPd
z7Q;C~^2NdDl`jtFJ&@U2$$1MOt}7fIOb%&1?}`WHkOhcwKUH3C3xWE)3OY}DkpkWn
zbk=zF6nilF&%a<o<}ywL5?e5b_{%M`6Jq7WSo;g&BhFNv-@A`fYN-PV<JhF#p-p65
zoIO)kiL<{Y_HzOm7xU7BzXu3BI6GVEA^awC;=`}Ek(X-Pt4VvjJy>4sr2GJnIxKEZ
zbrh#>&nt6%0~7x(GrS}@!Tz{O-0);!zIt9(tz};)uJRralJykHau1Suwe4S;M9tsX
z+90WG0K_SEkvtn^FOqTf>{SH9-KT9vsT(L3k-xj7hTFPHvUFZR6g$Sz=f<@NhgW&w
zC4KALTbM*A&Hyb?GvBS3Cf*jnbGWv$w8-Lb9-z++cLa-aQq7xxlA(XVLBj?(a5ywJ
z)x7Q}{MEHo;~^SdNxRz6KFbJ(yH4Qjvr|&UQ(Pdt9bj3&Aau^u^(Sd>Y>zR|`(2uj
z<|YX`6~f1JaC9iYZEUY?zWk%iSYnTo0Zr_2Oc#%;`8>f0N;twyl#j$`P7#|p*i#iP
z)X?WSPDW|2O?<#1bQ<;^K;SeCq|E#?H%8X%-lnm6=kIVMZo(t7@57lf;#)oh&KHv9
zyzuJnWYhh*(P}Pq83^Wr^@8|@V^hLC)3<M^2l)A{dUA7*Hc_ICV-s!K*B|{|W+vn{
zmV5iP3H>J?kXOTHT>myzjXco7gWSH+N^b9OZ(ZCaCe-}i?{drS>=dTxR!Up%a$(39
z4En?Cb9J~ebiIMg;~DSjDE;zwuSaEJwGPpKM}LRXWOlVjBB7x_E3NhiwCGuBwLjFe
z(r7%Nre~#pf)mskH&(`NNvkMVw6IV2a=B!=r_rEjzovh{{l@y4aUuz+InTDy_re=9
zh*LVbXI1}bQ+*ja)}9omjwE&GgVE`;<-Wn-dGlJ?E9-7pt*yD|*j0;G<@d)U%x*x@
zc*O43X|fW$0b?q6^vG^1_a4oiEP8RUr+>CpLwj%>^3Ty6LjE}dAfEnd|AYDGWIp6U
z{#jI<8y>`w-R`Lwz%KV(%)xH=eBzJ$xu+Kkw|5#?pm&D3HQ8RN!zx4VQ1g!f-!M9;
z-anL!Lk?<CAl>ie)^I8=G{s)q?+I`laz|+B?)U|^$Q{49uRGT6U|;0riEx;e&?Uj|
z7?9l5scmg>f(u5Tc!WXRp12M?aX)!tu)!1IDZ0IZ)BohaRC{RCav*R&$LpZfb&&Cp
zMU^Kc%AKk9Ug8=DdpcgK8hVA}kmFUpz!noZo<BgC<Aq%BQrlepf=u`#tG?`bw^emf
zlMf;9*uG_Wds*JCZIq9o70t0xEDK9rot0Qoa>rzF0RIb~4xsn@aT??RhKZm9gmbO9
zG@tZB|5|>HF6bTr4c!C!VT(MVAMnI$h~5F|_~^cYvVV8`9HSdtt_NRgd9|+{K4jO!
z-c3y4qM-`}=Q0RfG#Jt64Rh87k4Jm~&O8VX5F<Bd*!=^?tx`|>=3T&~SWR|I18<lQ
zw2a;`1F7?8YhxKZX<9R`iR_q{Z4*y%Fg@<ud#Kl7^RpLZ()jF$#VX!SFS4wVp%dVg
zWbZ(~K=sJ)`3v;OPs~G9XRh0{KWmWrDd>4Wr?*(ZiDVqeO0{rd$Otno$W2qmr$=r>
zRJu2_9b2UO?Mn5*T=o94@Y&uu^5kRog}&83MjYc@N#lnYMAvxfKWe;+`J%4rqZy#-
z%Rs}Z>0gm5*YtkIhH3gb2fH=>&_$(b^F<)z%vPl7zdbcAE-Fo5L`nutU)MGLC+9($
z=E9Jsf7LbJ82OQ=n_!DH-Q=PVCr_U`ew?%ovd;?Uk3u1`?e0leV@AOfR(oan>(g;f
z<iWxAC87tP30=8KH$YrhZhBl)S8lqnZV$R0MGos!S8fdG7=p%Llo`#kV@xTsY_>f&
zfS!n}%pDy-S2||^0<4v`=CRXVnR_<SH5zg(a^i+e<*aGR+#PNoCki=O1<;P3Lm%fj
zWC%`-3;|NZRj~%L??QW>$mbBBtg!}LWQ{e-8Ww}!<9s__lslHeo~ivP`;$iRr<V*W
zj<$~#?{NXp`^7s9Qc^bBUfU#gF_60Vw-bcIAD!O;ES6-ai!v{aQ*I2p+Q7-uytczo
zyq{;d+E7`(nQgBtbN@(-FbG0d8%(d0;UaXyL0J`W36wylt18o%*sIG|#@g%0ZbxCb
zf!^fOQEBz~);3E-6pnT-B`{ET`FZIWx_dB6Zp*e;l25<iE?9(ftWCv^S)vh#P>y>9
zAfRxV5<LpPmunv;x^pbr@OQqXHvFA=Ptk_#Y%!ceXs<uyl6n?C5_{MlzbgLiT+?*2
z2vlkRZJ<iWC7uuq{5+DqrZ9l%#G>ORwV7;xNj)rHpFd%cSjlA~`IqbRFXugU6#puR
zko+$JDSY7WfdBD<`|F7Dz<B_5nun1(9*}!N;P7!njTj@C=CQ;*589iyxuo`{j{qF^
zrgbmLvTj+!#UET;GT=FYC<A7UAKOAMa@aLtDrfG2`*m@bkE5#Bs@YSGU=rk(&iI_0
z@xHjcY*C++B*t|Bq8JyI=gk!DIfA=V1}(xyu9NVxzA0H|zG-hQ&t3`(G_}NbCv%;0
z*K9L;!%p1bz*OAw_26U=k+C*fE2&Rby+{X6l){Vy1)?zHDEATcX{%LQYg$DaFwOp^
zG022g%}JJjO|!oto;J)1zxi8afVd+4)8!QD#RAq{vT=sJu}QqbKq|g-B$~y`FdE-l
zif>wwVe!@LE8gVIwkNB2!$+vARP)L`>a1wK<%9V1Eeb{PXMedWv!>3mKNkBkf_VUX
zf(uVKf;q$~JiUhYBchV(f5H~2{wH6mr!W7Fnrkog$hU=&)9JFTO`e?xG3-C{>^sEY
zoIj;n|I0w!8T-J|>PY&jiNBQrf^V?_P(v9>2F(YjkLCn0aaasv(5Y)&rhIF@>ZwLo
zxtj5$y}r3Aph4D6shC?Ze(WSy;%x>DjET1fvgB(0i%BW>J!xMdT5+jV&b^LEd{lFe
zLphhzA!C5#?wtD=;*&-CVv8)&_cAR8@0@$RT;<%hi|q3}43pWiyIu&{pR#`=#&a>q
zCYk}_vdQ?%s{F}e-LM1U)Pm%1&)D0Fg$zTj5yKd?$pYObqc3~7w#z2<m)Pr>*OE=@
zHeC-CjYe32Jh(cuI8&;A4lc1z7B6tHvP7om&<z}iEWwG9B|u)cB|buYvc$*OB1?RH
zKTBj@MoU~a#w03yt}lmr=m6(Uh0k6N$(WI!hPMz$$ra1tQu@2CQlAp%IRf7KH2oq?
zTVRueue+On0Dep0`tjxg{nCW_3drYNUWEF$5tUvFtKo@dj=ZAkDn%?^H1on};>Mu5
zic3uzD+4)v)K#a8?Tu8N<0Dj@`_|JLJmcID6oca2m@6vIosstDv1O<b?hD^>4Vk_k
z_om3>6QJvl8;|wQ7Y+`F@RMfFyCQe|omay+0M2*1$qsMLq>Gt0Wr|C`qy&o`KAwuQ
z<s3q(bqPSg<3S%(l$8%}JypEHv8bqd<%%lGUg14SvvRV<HV&bp=F=;xDBFQOte6>t
ze;bN2pi0GzfhrYco)C-N{N1<~!T_ck;>9bfDBE~N!lUai#a~<;68%qI^gnqI)nnpM
z5Xk9%BzomPRXuhP?1%MO6~uVp6o5KS!AKqJF$2UD59h||3)}bh0OKXZa`zPILd@pp
z+D;aoxok9#4u2{Wbl^Qy7Z2eOn#Vwoc?|o<c>r~qhk-ho!T>3IJs0M25KLhJlPTK$
z=`uy=YvW%K%eh!Ig~j?57V{o5#fuz5Q`qP+g_r+v3P7EvV5E+w@PvRj4I9$N2&O4K
z<(>kS#_O-B(s&7&2utIquc*@aH!dzMqn`nymJyZ4N8Ykel(7fY6E&)eZ}K6e#*f~%
zw-5#}$#DHo;%WL>Chdf%Id68IP~=OMaqX+jV~KA9Konoo!{cU(WRBpjjKQBXWqv2&
zy#!lal?lIRrJ9>vRWnVv>Y6E)#fA_<WigLlPTo`&0~0EX58^_j{4)`yq5L!Ps*kdm
z$PH(A=84?nWmpf@#_N_vSy^=>f5ofCL~e$Q+zc;rHQ@m^{uW6)Ah)Es`Yn=%@7t%V
z+CyLDM89d7dJC*+nf?|S0O&2SCy@MH_{a4Y7(&=vVAz*m6Xk6O&!6!3Ug3Xw3+!aj
ztQP9kt2Q6ntIQ=F7f*P0ITQ!cO9=Du@eDn+tB<F`^bBP`w&)By3s0QrD6<q>bi|f|
z+j2Ukc^zAHLNE`jHLAp~VvB0Z(U?`JlBx79HX(tjx6a_iL*88#*<0GKPGxVMZTrY>
z6aU32k))fivbWB*GBBJWJ@eQ=x#FAEA@bVC_Va>ws;5YOKZWPj1~63+Ek3hv7r!x5
z^eaoE+yHSEaKBwuyPBU^ckv?=+Q^Vx$7mV<#M&^qVH;c}sCbQuOeHlRK_;$nO>J?O
zZ-*z*(Hx)NL5YHHd~@s(-b3%8Ko7m+GOug%+M*TjrWaA5n_fh*!2hk_4WRPY?W)R<
zQ5^@1bdF0*dh1L^@g8CVJ;Y?$jt;fOMBYtIpxeo0)8@PcxpAjGLoDEEM88m{zmoS5
zedvMrj3VWYukH23Cf-f-q1#En>>DUSKjs)j`oB8q|M4Co4L$IVPNY2Bxm_J`n0FIt
z=ysB(s>_#QsOoY&+Xi0L$#qnf?RMJ(D+B-~nRy~APVf<`>N*2UJ<5?Q@9ef$N<&0d
zVO6*eE&S8@dJeXYHFyO?=5<#Y^DKO}T_`Fe6{q{VU(c~zSFh(p@NPOq4wb1loagmb
zUWp7f$6Z&i=#V^A+<+kTiq7iA(;z0ee7EUdyD(S2uHMy2Lc&}$f6j@nAiTBLo@NSe
z&EW7ki)N-+8Nbh7AUZNQuG?g};T=<8R3`xIN@!IXcHZ=?xAk>-V;|gY;<RMaetVYa
z??ENa47k7Vw>R^^#ro2Iz`j)&#H4qAIv=#>m?vJRcYaKd%Ca|Fw~n2FWNCI4l>~-i
z^d?f@L-r}+an7Eq-iwFqEyY3(rmFYx>vHyCxG-lJfKN3UEB*Jw46I1Pq$BqJ=I8Gx
zVW1BQ=}n&haw#a)ZUqRWS_m#wDGxbj&lUSP7S%X=z{L2j$R6H<HI8if7nB1KX0g11
zxADl4I{p>jF6K8xWmP8kCG{o`5T$#O_c&21lc0yLD24pRJehie|5CN=?dz(R4MU87
z;z9+KQFJVzJRuf&`jkDv2*%<Ceo7mr)mkQYG6kBy0mk@J&9<>ULglg3_BEnA7m~Eq
z`7iyjm-kRbID$iHLPI?!H0mEG1k_1wlf7s`52<Z|SI-k3To(NsE~K{3oR&IT_JCMq
z>Bm`}gaMIizK(zC_moIwUyD!qKvL9)x}rYhJ*238972lv-aQ4=3-%__i10we198&R
zIWJPsLwdU9)$^B|32l|`{2MN$C*u^*y*wcn+44eWJ0qC%^npQ7P2`aCaL+C226KH<
zR^uDWs~YnjP*yA1aaQ%Zq8kU3#ya0Hu9Y5$@j#UU3sTuAFIvz;Dzkg_O!VNQ{TnW%
zGUG&0Wu6cV{2~p!?%e2-Ju#T~LG^~WHM@21TVJf?647l<j;XGDZf?>x)<~Qb-{6MJ
zL2+Yb`U=-MTo}Jjy9Lu`wd_kn!UBys;__wtO(TRV!}6(Fm5Pf~9<Fc_M3T?1TTw@T
z_Iyf!IL#%*+AjP!gHZT|<RVkXM@O3v-Jlz85fm-y#F?rC{E*U;csb{ZwGYeDGNq!q
z!gblSnj=EKe$`&1>7PK(SS7fVRisJ<M;J#aL9|5q@HP8jaf5@^Nu7IWH8u1a$DxZJ
z;wJM=$|98k0$F4N#BIC*7uO~#SSEfoI>a1vQ(nGqZzB@;5K8TI18#eRW}(6>Gl-fT
z8^sC-(!i6_Zw)0@jhkw3SNW#8>EVUo&xz1Y55r7wpBB#5;xfc+TXZeIrZ@GQ9?;Nt
zY6G!F8^3|T6K{HK#@dU@5r2qrb>QmR`djwpK3v0b8xB?{-jr)@+ZzfS7mWNNpFvz=
z#2jrMZO*x=Zai{-kk8+-H+Ffz4|nWQP3HrF`*}c&k}#L?P<PA*--Sn&PjRrP2h>zU
z7jPW%fOQ-~9<T-=K0V+q-2=ApArJC^9oOKF8AtYXfOsX<8@dCm@p1qip_mgP2QW;8
z9Dr-ZrTOirTG#U1=5zpP=nn8Rw#Wf~_T>QZROVNs?dgKgdOycV@i&(RZ617!LG+s@
z*MMr2BhMUgO@;(J;#~K5EVtBRe=OJ$AiuBZ2y7a8%hTQhAco@mFGinTF^NVz!{&f4
z^VGSeu9(#0-LyHVB{wBG^vgW7IY_#tu9#R5Ro@)I&3m}a6Ae9hnWq{jqMouaVMxv5
zmb%Q-4^inHq(8Pux&3d^>I&wo3+|9FOdc!u?#v31*@2GPzV#d>+XgwhiHV#)DLaor
zbY*7)7q_zOnG4-Y4sH4*;2YP|Or*d!H#v+X)9=$9?7qUYQrGWl-c9-~^3?AJUB88h
zYS8b~x_%dOBBWm~4C!~KuHWs5O8VV_Ez<9f`|J0kgIPiHVyI(^QNNVlUJY|(isPI$
zs#YB4kg{<(@aQDh(HD<4Lgc6@M<tnD4ky2tITr56O>oC3$<f<<?v}bmQu#KB=k!ZL
zs3;3l!0|fvX&Pg?r9R}wdC@d~gVFfF!?5+PEc-+`YRNw)MnxE<gQQ>6yieIZ(v?^9
zn<8s^!qMtBF0}TszoE3;*ax`y?pq`sxX=)$mUzycZjrR(SoFYR0Eb}stds!|2%o>n
zvX+kVa(m_E$->T&r~;gDTUCG)cn=+x&*u;<{!H_9?cr8z0rs-OuND67^enna0+gvF
zGf<{#-vHUsJ-?SQK(LN7<sq+5=A7I3w4$jTU7E63e8MFn=}UC!OLz|z`+GTrr2kGy
zk2l#(&&i@LjwUht5b1%F00uM(BLl1}Js}pE_~)>GMlj9feb-E=Ak4x);pbKchXtB5
zZmToo$8M|B^6)z#kJDkvhM@p)+OV$NSd<(pzp3q*DjwmObZlOSLqN?I`Cc7IcVPfi
zh5GOvRpf-;aWSVO^K?#tnD;R-FFn$4pvd7!lyTkqY%DwO>J%xwJt6asIyxVvbME8j
zOh@MiXT}t2;cLUWDCw;Gx!daK{5iB7#h~X<B8oxJ-ML={)u*9jiI3<L+sH9TY~eGa
z!2ULa_{-AcZQ(JyEBq{ba&1+)xm9X)_z+xHzW5)*Rae=*x}zSsZoi{GUwqaJ<D?sd
z9^2mV!no?jpzClUcbQ+%$)mXI;z9?A2AR=gw%zd=#V$8<Jffl)AE6EqUjzL?_F_@2
zCGw>xmU35>3l|@CG>_ee0`pMz2A=_iGFx*;QsvbV`nwl$Lvu$j(T&dnB3pNP=5coN
z7a~cw<-eo|(V3%CcpJ_kR2>chh?*#!GM(MmW`>x`u_!_m+*R?dfcMbz*u@+|o7<=E
zs^_swv4@3)6#SdVHdBGzG1L()3`8lk86Xha!sYhx0j-RPv<mHa)jo0JU3K<zu}#(r
z@g*0D#NVcizm4}$fIG?|B>o{Fg?HpO!vFY8_BdiZa2ngxG>pVCxOqY>^6bTw0Y-4q
z!EwDz9<!h)vQ_^EzRoB{vk3ZI86k-GP?D+5AvBAGzm2n~ix>}@g&C+*j5bgwYZxHz
zC$a`GS)<b5E^E*e+2LF)n!;dx3WIqM8N$vXG=+&CQ_vnX1$wbkpMjA$8p0EzKae$m
zX$Aw_GoS~u<L{~{KLjj<4`c`4RVn6uE-kI2EdWvLh#tt6cF!6rc5y69FFQGe(#ytv
zsgDQ)m<0I(?vKL@e5Nf@8v_X(_)>N$=i`a*1s7j>AY1Vs_ZmE?r+3c4ndyP7*BUgN
z?y0Qux6bf_iy<WyLkOXy!lRUH%J={kc+m6MjksVaskBC6D5<o*=Od}m4`-)^WCzKP
zk3ljv9HmoTd-}cXKshztQANIXu3b-&!RJOfrVoR_$5ET7@EkKc-7!<-G7ObjvhS&w
zKjxnLeMJKeG~sAzn&KGgS-8H~&rw^2d_F*h{2nknW5{2MY$@cgzNbR|fBHKb#EwQV
z5BX_aJPP@x4SFpQ>p7S{hLk=xFJ8RN!StkJ{XKO*$1s5I=d5^PNH>;nK^Y-(<E+;H
zVl5{^N#QFFA*b2_5Y)syNzPn;z2{hQjAPMaJ_OUoM-PX14=v^k972ov{5_QvE@2Og
zL#y#`XHv*~Gdmpok;0IXC@x|HB*Qu`y!cwXM~qNfI{WXbHM;{0jBEDuduq+rdnmvi
zP-&XA0m7zvsY;(=q8-PgHQSm)%0@Wa2m^$8ws=Suo}H3vuKkeIqBY`4>ouE?C7xqk
zJZZg7=LoJ!&};^JTc>pr2KCT>VDdvUA*!Gi-7Pk2I@>XBwzO&uHl|g}9nEE1T(!XI
za#TURNHYpTtM*N7(W-s(A-N+)^EgZ+a{SRIk%OmHR9V8)AG$?x8xIAE+=ni5A9|77
zdR5(`*axR|OIoU16hpEdvn_PMpeH|~{}nvP!Y^QdbydGb0RXy1u>;9}4*$4rQ6Plf
zqQJg<x-75{9_`{S3iw~$qFAKrChKT^mjI3zvhvU1@gY4NK7?nibSj*KCna<qcnw>0
zN|cSePddWbhb`I#zlLQT)rCFKxglJr&q(8(fOJds8R<9j92><ol#Ql&3C!B#>9pW0
z3=$xdqAj&bO2<38m;~>T8HL(d`Q!x07e;X5D6O@8W}@SHQP0E(7X?mF5luNH^}3dB
zu4j@vIu!H@uElx+Wahzc5JZJGO>Uk6M+D_I$7s=oVaR=pwJ{dM7+gc0O)~R6Ek=HF
z0ZxF1ar`Z7r>6T2f?u`^{V=q-$m3lgMjctYHMF65kVzH>7r<9y@guZTISvf3D?4ts
zq#{mIm4aU8ekNH|1PAQR%b^-x?tz=`x7f*QJ?|n`>95-wnRHGIE<5UrH#v%%(_%NL
z9Rp@%_?&G~Ou>lacO7XV`Q3oX5`XwjtFiX%Rbbv7i7^pDoN!TJt){uANv8f$kR&(k
zbENche!Cinsx)y7TllB*egU?P=Ukl;g(r`A1US8C)3GT{<;Kpv`-#&WobgvdO^M$C
z_4^I<Vw#isusF~AGq)CGntw6LjP;Y-SX%nQvy93#6Km#p+p7GlCK>vELGxgej-oV(
zr9KFH?)OBvZXmQp=qFXor%m#5_kxsIf3t^>CpfoF>$QlI#F>t^rr=;i)P)C<$0K6p
z>RFD~B7(u?mR(P!`2nV^JKOP<;6tQo!u0NP)bVccW{~czRfK_8>IQANv_0<lj}g4-
zm4amX*jz`B=*&5xR|j`skO1{kXB)H2Y#sb?^1TWjP5g#{NG7`@TFOF4SkvJ!%xJ0%
zB*abCj!~AWMU(XRH^*==nF^15{qljlwzg%0n8^FlR5IjcM>BeT)7w~6&B|CHoSsrq
z-hJkl-K67g>#F84W@+kI&|8e;M3ZJtPPK69C?jT=VVss8DG^nj4`553513U_xP+04
zp0J!SNllxagUSw&%@;aW`PO)xY_tfDfVXh=r1rNNL|6N3KGa@UCO++`<oC5x_k*4W
z-S2|2M%`~iYFzhkF!D_I-*d2A_eY(&KhFD6_ol-#^kx0L-CO%V>DmYJd}{xDUHiK^
zS<*h2kF>u{*M3DmAVu2u#};Yd-|v3f|6{4+Iiun!9h|=7s3y-Yb7Y7(B;pJgr1)qC
z0f#=0uc+XPo>vSvr8<_kwThMuLt-R1H}jJj0a`C}6F-c?>Ebajj5LK|Y9h=22kOFK
znzI-<VZLY#!&L<BCFM#-19(m9a#-_-AWn_qW~85c0Y+d@RA2p{jEGcV&z7m19W~`M
zQCan48zYq4z8a@TAu=&Y8zP?M;H1!k?y^bi*?KsG$w!Dn1HzE0J*8ukrI}d6!3j%e
zq*X2kh?>rhvMF_BNarpe8s<>gb$XiLX1@SgcqFWbfQH)y;B&FEG%&fF_#X#@I30^W
zg=5W~e)96^DHCJ9#a>o2&&I#?U@R|NG>dt&pDa78d5{n7HKU%9VbKrMEi%4s_tr-6
z<<ryC%y0Y2q<&AQn&0q~g^w++DaX9kb%}VW0uz^JatCITncF_vFh`n5`RcZvL^vPd
znn-8`oJc#r{8K=D>$FC(`H_hCz$x9)rvwb$8lx#0AT*`zvw*b$OjEk4ret~p{SaQp
z+Z!HeeibBuI^9&PU}Ji92{Hj_*wm&nzF#<e#+*-p3_J)RE(5oa8=Iu&3Y!O3svMJV
zsx0z3m?Yb5Np58XlVrIS)NWx=1+`mPNg`y6)tmrvf7ZyoV|Yea@dn3Ax;>?<Q?bou
zNP3s5WEz8eyi$Q}8D7+RKdX3~R-z_4866%LUYdn39j6M4rcJADf}c&><)|Nd3N1s?
z=@be?(dkqLAJK`5)fOjHLS^==j+H(_RGZfvPmAk(RurACFi3#BTy?Nsmp=9$6o2s<
ztqVnPMdln7ohnyU(WzoZxg&B`q#Uyg&JF5#p(VJ{sFZYU=#e7Yd!Z#8(9*>~FN_Q~
z233j%nbB`5RCLC<SrFn928M<Ujw30?U8vxWaZ&CVHw)QOjGJFkuQx_*cC?7CfN&n=
zE-_6>igIT*JI08`TwIEBj`GoZy#z{(7Ec)vTv2W#2a_AF2Z)*sMY%CA4EjiX!m%hg
zlz^05{@X4(i1$!%*dEcYn<(XAS8&)<QAN4^*vmo!OxYvKl~hzw4%m2v1Or4ZJbZh{
z0H%faenl1Kw!jlijB*{jP7Re~EMwsJvHTfPnoR|NJ!nJ2&Cea{Vma739a9ZicG%J0
zFaKxYK%p)U(H=Oj3h)zk7`+XADAXAsIIm*=-hGUCI4#)H0MjJ7F}Y!=**Ue1&$WG0
z4B#@-tkRvcf`-SeC>4$8VArh1dCqFWKh7#$pOt|R&B_3wS=AWRQW&5#t3JMFmEUDS
z5Eqdqwaz&yXn0I&`-Co?4Fg<r+TuB<|Ni5g*6DLHu%S5_Aj$*rjUNM;Cbh;msm#Zw
zrJCOXUxB1#USCnA1NaSY%1DX!E{zSc(^|X^V!GC13t4XOGBPNDO&gH(d=$vRB-BPc
zY&L*tSp<NmqX2N#jZUwW0NJ7iCqT@b0faFR>C>;9fw@XY%K1A9?={>lfTg0&imj=c
zO!@`RxPfcg&r?#3QHfF!k8e)?n2OB62oJ9!e#VeMxo8fGOu1-|Ed14xA`IIUNJTkv
z{kM)a#w=8HVrH_OwcAl3iusHw3q8vq0Wwv4Sg(=qEm|8W6ZgOo^V<wV)yS{IE(UAl
zmjl#E#aS)9tJulW)X7Iy{YGZc{f<vVQ^Wz@jk(OUL+-oe=xusg7X9vMTl`X3l*J$m
z+TkT&;H;v59Qk^JY@9a)zc@g7hGVNdvlJ$vpFwnBdFCdvraWV+r01EC{f>sQFCm=g
zndMwY$}@}hJ0262D*>K!V*%@{yNn&$Ue7a5HTkQ<XMY2#E92DUU~;r*fT#&##wng1
z-dWNqbTY@J#oq#ChT=Lpi1)a|bRQ0OE`D<w{CXeO)_t*;MQ2ceN7iXkNkwO1<DMj~
zc>{!&*S)Ll8VCcJmRGY%D(f_@q_R%pte8-F=BQ(#Sip(WYzozEYRCz<9D!yy6{MMr
zxgK6aMjv;K6KnYh*K{OJ2P*6=U_ohT9pXK3VufmAE=D*f*B>;U@^8k+yC5`^$312e
z|8r=F+<nrKC-!l<XeN8~nFwgOHRm?WFC6Te$&X$$`RyNPvPU<Off1R=0HHa}+dV$s
zC=pIfCY!WoDu05JC@41qO=3)puB2jOHTc`LO=wt|O^N)qK0sXl+CtK!gpM9qdRT79
z!742GPOc{mU=#|zB2pBgbu!nl%q7ScxqLh^A8TM<9MPexn9Y$?R93#xNqG6VX*x2}
zKUXqEF&*n>N<rDMa49JBVBnlP1!dqvPZYAya1@l^MPVo?zgyYI27$=&!%QLvC(5Qz
zCiRZ|6bBQT&s=0a^CEKvRtg@9w>sze&Uh$Z)@N3->~Y@lf;h}|LWkm~IfM?y4+CX9
z6yMK!AexuAr_IM~`R*SMP5j9^)p@u99Ub9HWp*B3Igq&v#&*Aoflw;HmDeJO_fS&U
zUZqJRQy@DHuftJbuzng|F;Ja`1FritJjDYy-LDNWqJ#I|yi27YJa})Tv!dhhVI0TJ
z3UKJ)9azyO$Jb=t$KlsNIs7=BauFY*a?zg3u3Y3k567`86Fr5Z;GfR(aBLe7`mP`{
zPfvRh;LJm*LuVw)kFPqO5=;54ApX>p6R$a@R*(ReF?PqJVhu;2lfKnbtEQ=&wcaOv
zF9y;%tA#|QjW&rL124eIq)$>FmMa#lO_a939H-1n1J$Yc2greo`V41Dr{bU8aJ*v@
zpK>^+(&CX_D3i{Xb8kDU2*Wr!;jUVDaFD!r+p*TzN5|Z7_Lncta*|ZioMaHloe`<;
znvVp!tkIz|O$Xm=kef%oUS0M*=cp)W-*LbJ2Nem|VEB?4nQ+4qE8E_KGuRsdFq-Bf
za^Ukl##pK|*m;BcOcHlFm`sznu;U27fFL-xex!9>Q8|cNlpa-747$&w3QLeW{YL53
z=@?8yW**BMX1*J!4!&=3Zglj@#iF2dF;E?RH%G=4bXs7GVpoeG&)D@$pgQ<&(`2xa
zH<mggQCI#lxPms*Xbn1v-CaSmiO2YiGN#YS6buj`YaX6Rfo8Efe$8Q>s<h06`D1B0
zGDsc2&hf&S;l`lVn#M3_jw4{GvuJ#&vewjDFLFe+M!N>Ny`qN8EAn4NisTA!Ld)q2
zp9E@;#E!r&ZustuyE>Yn1K6z`jD9X-Yt^L#*iB-yq0dz#{*Qwx?d=2zgj$#nol0zP
z-@Zir$g!vnIRnl_hp*6ZhX<-dXvg~(2fON!t3j$jyotT6j=~u`-Af(5o(WO~qJcbB
z9|i~|dOCbHfT^rH8KertV?pfjwW(m@(o7l(eJ0TGm<gS}cIIH5iHu*77-SOq>8lWW
zZP*p@9yq6lLe0s*h~{K~(46S>)c~eB)fcWgQ9X4S=7#mu&LCCId;x#E>Zzx=<Ye0g
z0CCw?KXzU3fu+||YdDxhqGMMBm_#ZD1)vBE1Q#J&e8mY6_Z>#=bnJSJW2uTtX|%aK
zo7TRH@b-*Df^By9>&$n!nNwk9@OG+%_>yrdfeI^NM}?I@NhmmpU}#Zr62U%#6OrRt
zk;p-50)<r{`F(e-AKM;d1(h&6&OZd6u`EeZcQFRn)Ru(P4%+#o7LDQuj};3)ZrIW6
zXDTWDVp<0iG-T?#v(GlEh4RG1Kd#Fd2w|5ourHskG5{NRc|Wd!IRxswSEjd==M%K|
z^7t(WNGe(RHSviL-8N{056<Wb?Q7VghlY`O22IbFF5nR;ovbd!O)Bku_h3ChmB$f`
z{FL^(;`&X45Sh4ea`7`l;1+9HlGaBas0Gn^Fp5W0%?PIZ7$E}~1hpqOjb0EhL)s=h
zys|VmM8-6U%NOGr4vh*Q#~`HhoZtXi-XzXy8dB1>uJ*k-`ANiBi2po=|2%{LEWv-4
z;Xf<zpJ(x(RrpUa{_`CEvo=^ROP<-q0`&Aa8=#)SP7B7o5F_ucp3u<ZgT36e`srv{
zwPR@4aL*~_qi|b_Curhbq{^pnd5b~xiOAH3+W!RaAiwe31yn*eOw902|MLdbYsi^z
zwF;9Vm!^iuqm8st;Thh<b;rsH)*UM+7#-_OPW}9&h<phDc^&_G1^+3<fA+vXQ}S(5
z4?Q$zl|p-(P@bmlr>Eq91>dj7E*eaer@^Eo9Gp*cLGj5ScLghdjQpTl9XaNh7QZs~
zLXce6GodC}ys9iu)T#vY*~5v+gqT7<n2fAB*V<d2NYdsBQ3dFdCjG0BONh!0Qu0|d
zEyZL2sol$j=32ji)fMQzw@hk1F<h4R&|1i`+QbMWHWd^jTWG693ZpA&Q`3z@Xj79?
zg*G*!4eKc>Z>d!?iQx>SwlW-vOg^lN)KUu;%IMKrpc$rv8yK^-imF4#SCOI5X&Dw@
zqoB%ou44X3;2<-kHO|0Z6&Nk5r~+fmWUX}?BC4|Dd2HdI&f*{2#tL&7qVPha6#|?Z
zr?aUJYc;EQk%OtioYPJlW`4VhJl0ODC*I}VRA9ad6N9@jGO?8{)cg_54(`7Q5{OFu
zkyYfK_S#+Zi&a!*zuQxejhrG@_Hsf8ZGhO%!Bp@#4%k~r#|&+#+}Kg8EezwRvTvBG
z6&b;3_2N$2SaF?GQxD4+1gnIh$u8QF^4(|FR+39QYr{n4s!U7d8x^a{j6AJ{i1O$G
z-_O(<nxVVw=_xIPJbKfyBR)%u6BT*Sz8?w(SgvqUFke)tibZvd`GVWpiGE;TIk%gZ
z<lh+xEQyw;PFi%wRZA*nPITmDx;{7A4LXg6uYmlx;V&_E(zImCurLN72Uh&kBM0D6
z%9{hRMR{{zRh2jWaS+{R*$57RCkZQhXv>Z258XK>S&r?gjS)5+?{qfOe?EhN{v)UN
zl=Eh2J<+z2a&Av8K>m@YjS__nO_KiS==xvo(WC1hx<g+C^Q`yiPB%l(_r0}RVh-;i
z0~lmM1I*S9kW<yQ+!8C%0>j_P7}Ha$8${*&CqPO!g*=(Bg*5#f07muCMs8gFxtx7y
zcWtPJLrDLMeR||~h)Vk3gDukk9$)&$x+RP+XcdR#mMkq+c1&v&T)eAxt;pjpawlBm
zPI!^4tef+0y7q>T7`noyMHKhb=7_6E!)a2AqjxxjY;_f=!{Lx9=RFAy?FFDvQLbsF
zMaz@{TDk}gVYJXaEPMn_CM1M{s;I|NDYDiIQIRz+L`7C#Lsew8z*rSoIgW~~zq?J{
zIt>w3WF3Gl{L>j(v2C<)2%>NcU*NNKN7kW;=Tw+GvSx><$eP2uDY9n5#9Wcp4zt6^
zN&-=2wS-_~?IjNn(>9xjhN$pb=qbz~PL{&!jp5ot@e~JBcpdXn4+^h&WSiepv?{_d
zmO|`rBekVQFof8(;w?@M?I&L2knM?6(r|STA<{9OG(EU(<4EK%pTLwcxbE@j(HA##
z)8ani(VcFF9*VA?@E%;;VO$dOq>tsMd0MRb#Sp%>$>OlK<7a8rTvAq|MSe3RK$bbQ
zC<J>4+&jR~=no&G2;3iD<}%@m591KGOc{}Zp)iydd=R#1!3TwU2HZiQq(W^jiCKA+
z7A$Q!5Gf7DqH-r>oHkn2MnX=nqsSZ2AOUh)Y;VeZ%IwQ>wH(okA*h)9Xs9wvSC1au
zEYMA6>F?2<Zib#|<00lg%6lm08l=FO+bmQiz35Q4UHo9_$>sT46F)7~Z3Go+Cj&{N
z;+r88uJ~Bal|n6tkm42B^vEX=l{7yeTcr8<zBEsvmalLXozSNmP?TNaqEzIfROCg8
zMOnDSU8woX&#aI>dC@D$h!Ag|6>lIVrx7XEzQ-Z7blw0S7;9f)JtYup!%X5E22wRE
zN1_RQ9je0XDUM3v^%&S54$w@8WXN+`KZ~!CD!T51p(?s^92H$RxsBR74G~pz4Ge=8
z{^^Xa*ftvVYeeQoeGvgpUAUubRV3vEyQ6FMFcn>+c{fGZs4x~?>x8N3N&-=I-4*JJ
zuIpvI1_nAkLkl)n4O4Np71HBk3C@7x?5gQd#-?zvA<oVch9S=I8iU>tCg;tBwQE2C
zZ|H-9RFv&!X+1<1CrlxC6o)uN?nuO@a9dsOoUL^eQ#ckm4sfHGJKv*6EpC%0LtfNc
ziXxBRbTf=w{x}rk8t<XC%_Sl4a)hb1Jv7X{wkwh0v7UmMTStZ3cf)9v$I8FvLNWCo
z5H>o416gsc59hpTg>wkwogTRzQE7$mz!t6W9bulaRe&-IwM$;AZ!IC3!Yw+~|MO31
zUBz+End0hU264w#E22{|TU|c<q&7obU}!43p3@C*+oMM}z&T}r$`+8?>EL8I7#Fut
z8!XQ8aYbXN4h&-e(!p=K{`WEc`+@#3w!#Ms^+^RNBh<6#M)+uvR<&sZU~4qOZ%CaR
z;Q(VN$p{?61W1o;jgufFBx8$=kZkd7gt2n!)7pE%d=bD?jx}{DU0LPm*{?^-hBXSB
z$@+`6^`bvl580zHgLn<Rw?xYiGhkp2%9N(}wKXz)nbtwhzG;mR979F2o))(YS97{B
ze93V-a-(`-o>PAfmTP@tGZD_U)tiZ>p6q<FT$?JM;^2hMQ@h9Z@*KH<qtN3RPK)%M
zX^{yHr}l~5fT*PBjo2bRZ&Z4=xOZ--T9|b&i!7S=R7;uI;IU8(53ke<nSmZFzwILV
zj*H|wUZ!*AwQ4INZ5gsz*;;t4d}*b&KzxJaot{kDY%hoGTV9Z10>YTgzT_QAe@~(^
zvWs+7DGruZinadYCysz-x9}k}fgdd@wcX;Vl-jOa)Xw3Gg?0{M-b2wJ)>ilhMykxl
zF_b@i?)Hb)X^5ztpk6qt9sYD?Hf$T$(T|ACJ!3lpoO*F*wnj+G33g|;mf<S1wdUQF
z*_wy5%+@JfWi}FsGTSc}mDx6~(_S(+3Rn4T08-(?Ji^IBK3gw_a|orfnhj=l#k$^Y
zkV-QB>q-8?Fc>mhsS!ej&H8<ls>*GfAU00esC5)`IdwE-*enJ?LoWG`%$%=1g~qRf
z12e_53`2#|WiWNzKWy~q(F;}Rrb6`{kM49c^w9oc8SkNF<|#)0(r}f`riQyCfgjjf
zh8&(0CHKCh3G;WrXYVA7EPn|i=w2XcwER+J!j(OpbEOE%A>_r1YkK4<M5UE|8e6oo
zPltO(&__TIcqa4qE7~L<x*z*0ES<kNQ`ETllS49gOx9Q1*=1|P<?39>6c=C9Qbk|{
z@OAnlB_jU_rS)naJ-XJRo3vinqdVOUJzL*^?SVh<A+2*!X#N!=l-4gYtyiKIh9yMi
zt6DYn<7Zuf8K}N}g{+*(?qjj;z`$sOipY}Npqx*hY``H*hV;mRIF@WM2wP->K@mP|
zK+lu-vL-SRkSL;NyU2`nks0en#u-t+en)%47*S0zliSMW?`n^WIXK>F5{jq`IE0Ke
z2Por3of)hrK+a8S0r~V89I9^EqIDK)S*O}57|=0Wtck#jI?syD92LW<=`FeAkk(s%
zdq8VPw=aDSRa=F1FjfUrj-vwV<OtWYYMq9NDxjXi7XIlBsMt1|bPb|#lTJl|Q!Nxw
zx4#_LLHxkM6i~MxYTn5FM}$0keo}35k#}Q2h2I~CiRs^sqhszH;AD6hLqbtdT^CXO
z$D~-fu|!*M{vkre)WAp&dCqXkv`2XNL+yqLMLegN6j*P4q^%PMYzU$QWbzkqC}RLq
zB<=AD9A_j(%G^)11ksEW!&M#Lgh9yv;v(V6&8_HYIp#>sO49bF)+QD}y6XJYp>9Jq
zNL@qt`BSZ)Z1NQxH$bbo=)n=FUUAdVzbf68ql6Bh)<c%ZhSe1#IGCOu4+RK#R$L_B
zONf@`OVi@a6C-6=-pu-POp}@xq46Q`D0z`V^K`91*f<UfWN{0mKl96vRL`@AM#`dZ
zv=laL9bu4xMpQwnFw6m$b2!(GOPxuf(Y4HTBc*Bb%m$HjkqU)}m$60R;boW`ei^`B
ze4T-yS*VS?pHUZo0Y?2OQoiv881)k_7a6sLL0nR78Q0RcQ7bE>zRw0Jqh9?|TPF5#
zu!kvw)X48SirbVwb1<3m2Y`5*@)|egEk5Kvru>WJc$hL+3G}CK${)N;sUw^*&_Gif
z=0K5|>q8fN_1>Aa{PHVBDN9z0a$2$pw#brA;AeUNUzWVO3oO|wN?N`JOLjpz&b3aK
z?8qQ4OD+!T?%R@8)%4r5LCTWxL*dP-tlh939LD=R%o(bN59TOn&f=~;>jiNj8FK<a
zJdOEy6kC_``H=e<a~{X>Fs4O`GdoJH%L!4Q>rzL^GtfX|8fHN2lB>j}#|^2KYsj;Y
zRj+I=(oI@~q-b%LV2eyzavzh9m1j$}amI*C+nB}sw4tJu3x%c({*FNcWc<PKNAP+0
zbouvw%^`keo$8VBk5Ov-aR#Pc1b5-et!>+gdtPX_J<v8Bo)TF6)zm~0RgL))ZD=gj
zTomaln?WEn<!N9QQ?N#gBU&}J!{sO{0e=(aO2COxlycP@#O;wC?QpwRlc$bokH(%x
zS$V?U#f7JYJL0IeMD*c;Qi5xHOnXtJaWHt{Op(PQ<btCCqU3hH*3j?-D1Q#eq|072
zs^Mc?cxM<I?j;84Jyz0XuObcxA=Ep=%c`ksYb&vrUGeIQf9siDU0a(`O<nOakf$qN
z1_<4!`tlS!=rw@pKGoD}>WbH-YU<h=y$$f@X*lWI#f78k>~u~C8XnW3TX?59*fpKw
zG#z-a;T2#(?=_r3ya!Hfr#>+QBbt~2LKEv#2GzO&OcVRU*Tj;4&@>TVok>p<3#qQ#
z2^t;~qqiRGbFgb-b*k%^@>~;ZfOrp_SV(ncF#{u-m;s`0z<oE)Uw-v)V1%snGrU@8
zK%glGS9jTtuIIr=0_bks=xXY2+=yy;cP-WE)RblTqHsDhT~C9l(Dk%e&_ooHX5gGC
zB+aPqBg+suUeppfD9C9$u@DCnnME!#i@eA<w-Y_iY0nt96Z@J>PL@&UwL-BG$2*f0
zZ6{vi5ZX>`1j@LbSjT$c-v3M$^Trn6)+);;e`vkLXAD7YDGWn!b$?o2ozNWMs1(rl
zR#yRScXf3_<2_WCRVi3gF@GBjRXYlfLIKSrWm(mNEV*K`Rw)hfR1kZp2DI=`=Y|5?
z#tp@%h|J^L8U#2ML-FlG>9hf&B9d}~cdVQ?x<XZe$fV2BwL~cIqvM(28tix`x`x_G
zkTeu;wpEvV_fKmk`*ttrDmP!zhMOzaQ2U9-NQ#SN=CtVn!k2%-6&?e)?0vB6l&e~X
z=*h7uUv*^=crk8%_hh;83Y4UWuEAlz2-c|%SB8M#c({`9(W7tkp_{h((>=P={f7W#
zN|wAlKcc$8wo6yE)i+3i?l8CpZS_qZWm3I@>;N)Z`fRCP)gsg$zqp3{<AzqV=^CV)
zUkcaN@+ZxDNDcK+Q76uhcJ&-W>qoImk9-wTY5ly0En0@J)$m+~W>5m2tbBM&n_$#5
z?Zt9$YkkEI&XhF$8G{7KEf-+ZO`6_$2ZH}W)~PgIs%!cOj~-pq&`p{y_vlXdF9nEG
z)7Um@+8_n0Yp<^94@uKzaJ`T3!Kat1M9bs%wAiMh(VqI<i!`|le$1JWemR8ntC*xm
z#sM{@-*{}1e&eHk=r`3=@S9P!aP@APTv4GQK|Wt4ril#mE0`|YAQ9)HLnVur9O4|Z
z$il%SP>*O;1btbtpq?s%IEpHQ5~JNkP;Ckmst6j5Jg5lDh1QbFeWpyDJih<r9EaR=
zW?IMC9@x$G^C*{zzGKujpkRrxb1>ED%{)g=<S2C7&uKX)LZ|%;5miNgY>{RcDb2Fe
zehdp>^JdYqaNV?g`C8?I8AdIW1Lp)5%oQ6sZ_@2L4oSES2k{V^`pA@`wHCQ6GN!uh
z*nYYuN;nn<aKEk5`s-9Xc^705{X1q`L7L!#w&DQqhLQS9ThNVfQkmYBn})%+!06LB
zTojtoJGwn*RV}Ei?8#A-Jtebe6tm|o<V*H6$H-wJ1-)Y5K?pbD8ZH_I{mUV6_7fNb
zcuxO=I^~84;1H^3<2Z!s*%*L;5kO?9XIseEm(F-nH0M}UBPGV@H4-%3OsJM!5!EO~
z^yFY?jb!R3H+2Ff(N9+OLJU?NnelIDexYyRB*v)f$iRZCBLhTLN8P8V3IiBxB2!~x
zSllHh)EpB-Wss@5k|Cs0lTf2RsCMD1bn1ahp;0la6dHwMk|!_67J2gW7#}f$V(^J-
z1<wYfTRZIlUp=Wbqo;DskQxQY#p_7LX(WooFEfY-dYpXy!)fCz1`IS-Nesq|Z<K5C
zUgcUFV%(vEyVm!}iCpV&j0~+=Fg&&dA>6fIV8YO|z><=h1)3@NG=szX!Ee3wi!W#*
zeqnI>)|>fsj650--zeiFWa#+G-T#lU>kh1{So+>e36KqtgaiZvp?5;>goNI?p?5+F
zB_icks)8bd6agWNU;(ipsDLesJcMU&6!obO9%AoG@!5Uy&HVP9d*_^7{QkMw%*@X2
z{$^))ww!Y^cDoBZD>Gw2k;TIt)KUy62^myTn4uh}V1{xTFhj`!WjEQU8NF%k&$|8v
z&H=@9*>8;#mFoM8R9)63jiG8uibJ}h?%u!V%v33W8n((XWB0oaX<dgSS}9@-QY|CC
zLHcoNFvzeBy|0nKb4DwsNQ2an6@ss4HTK`6#z-=T>+0^DBZWwDohJS!9#tSn+Lg=N
zW|g_vfjSnYrB+ChwJ@#Lhi3SPrY~cKFw1gI!7R(KW|r#2Xy!lbw8+$!{(bt{ku-;{
zXyKouw5%b<`8x!qn4~LvQY8tsdBCzkMk{|^V*@E-Y_Q=fHaNoiVS^Vl^slY_y)qtP
zinPHdQ3c}^t6TePdDNSd4mfXjXMIhIa2HRJ%1q@Al%KLBp!|$efbz4eL3ukhIC?-X
z*8tE+s~28>)xKn_+;)xi{`tboQQen~Zn6K%3o&|p$lHi6dAIj(t%99l%R8XAdPSN9
z_^F}l6|ILms*@-`HS`Co{gr;APYp3eJT=6;LY%%gA|-fAgNngZL;vaIFS=14%yYn4
z*q(25<B^2#IfWbP1$>PaSEIk>6t2wf;j4_eQCWkpVc`<rZcgFK*Eqfig3CXrIfV-`
z1NcxI*C>v13J2&nhWV@w2dh7D3Wt3`J{-Yu&?~%)gncQ^>n$wka(I--O5qt!A(Cyy
z6Ei|L%_&U!_wpczF}fOKfWct{r?`uT3K!z37d@fX>Oy{)sT6^(uRqjrux{VgzglJ0
zB0-p-NiFjbN^?Oe&gkZ+_sU9=Sqhx)PI(<<L{dAm{WqwoLV<bOWR9d@DLu88SxQe5
z9BV1PU{c_EeIUo*OWh!tW*O}e=Xq**EwhZ?Dn+r3-c-vhqu19mSES=*y|f^(v-Aqe
zs&5_LskV|L#-+#B(wBbnUpJ6tj0+#<6#r{4p*ihbkS%8s>D}X*U}KCCw&Pv?pn6%7
z&6!-Ip-KA2KK_xVPZ3Xl^m|b~J?U<Lf_htuVnuy|n#UKVcQx&l?EMe5k<aE(IYc}w
z=<R&>_=od~dYAWQY6ZV{^#|4>EB1m^i^I98{r#V)pCtL?NT8O!egLgL{wK+_^G$_6
z<|$wG3Xv@UV&8ZDsg_>3{pK1@Rd^k1jaAdy>lKp%li0@PQp|3+qaue!FPW&152889
zLB`YSYX<uxs(EdJCx-CGl0u>S<9fwjf3l~ZzO=?)kO=GH8+`OBk&*sub>_qV1aEF_
z{nk)_<E-A4*J;2mtWDz7K&nq}5_(JxkQCVN)Pun}-VwERohQf;qa+*l%BwBxHKn$(
zS1ya$_R4$GKifN?ws{P_uT+4*Mb-ghWtZCec=u3V8cSkSU&$$q>MM!G=QT~(Vt8QX
z1@aSq{p#@%{%vt!-8s^~MeUGf0@fl)iNU%VuzIPFof_?LqYjYN`ZBr02eogvReMJH
zYwH$c{N=J9C$baQy{t~+dWX~xT#F?ohU;+)*B2xkxIQm&eapg?YvjbW*uwQmsQ|dj
zIsn(bwRtPXm;M8b0@w?j0<ah20ek4V&`g~;(ZA9OEaA09=d>>>t6NR-|67&MBqjDB
zfDOiENx`UCKGR$QD<e5EJ-en*{L)bJ*h;BV8ZBs$Y2GW6ndQ%m%cXH|hrVyBzn)&!
zrBj-c3NY@``}Nsz(xZ-3IFL(43^P1aubAfVm(hSJ(wJURv0_^GSMaFuf@GpWk2}{G
zDFTB?J$7>tp)X`n7{t#h7{pJAQBO~mJsp`m#NY`1<pRRYF^+t^igpKsGyOibPL{oL
z=hCT(lJL<jLCbzOY~4|=_&>A!wM(meqy%iXBh%~<KH}n7`&PupzSUtD+vnYpS$yO5
z{?AIO9g>CZ!CM6dt+_MP+yuHQlf(QO?0Vz<{+fe7AVJ&p)|b70YS2GtQS`aEv&3{d
z;GL{j+H935$XsKU6j8J<{c9El`rmL0=zn9-caAf=-wzZNWe3XY{z01LoY3=q$Vv?Z
z^c>Vme~PX+H9S(4szcgrzrd(-MOKP#^AFUUCI#poc<Z7BeNWI|p?H1RpI=&~%ZxBZ
zN*!a0`Yw)T3Sz?)ZCq@hH>FPTf@S{trB#Y#!4$GGz$3YiF~#pOQ><I*Z;<Gttd=SC
z(SmS|tPw<T!k^6ACH#NNmSQJSQbcjS^r@T|@K56u;Gb3}&M=Q%f>k&BXE~uqc$T%w
zKU6K{{1Wh_h@e<|;+UXYZKFp*e?9MSrT<qaFizLb40Ki-g{;}Qz0E@XE*Hl_o!CHq
zpNsAD5-0l;+TSGQGu3U94dflQ;#hC3g*;_pCzu@_oz^E}@@YA5{)~daRx?b!O8TOn
zQO0m?-C8(;-dI!k2JxJhS<9tM%LHY0U>Qk)WlVK^y7(#o2&V_Y1l`y9uZv@X@7DQ8
zsvo6x^!W>tLc0RGc-RKN&!fuL6~;m*_trI?yo!rs!A)$yUDw6-mGcsXmOUToU5x_2
zUVF>dm0S6NcSHxwiggKoK3CQUt@YGJx7T+Z@y~1;Lq5qMA1RnKYj)7aK8MuVu8<q4
zmYUUzi*_7Zc(_Cf_;(Tj04^z_3cmC_&I?x<&MCOU@Vaqa0sC(<_=Xx<GI*+mhNMNc
z<VUsSm(bFj!fZbJNZ;n)6lcBj%{KqdYBA@x9SSr1N=bp$7L#T^It&SpbtpovHcgk?
z?jNFx1QY9>6o)wbz&4%y9G~uQ_ZO;1q&U_*d#P{mi+}E?PCyUb$IHI?IseWwh1)5s
zS@Xye%$jFGU9;w48RJX;<`n;HuX#A_wC6S!k@oa6!3HI^=J`;PU2C4Nh$q%O-$+r!
zdS6iUqHCW2QX6^AgUTU>-d>m2JimB9qz2$K6ZKqmIx98ua;NyUd;Oz5Dv1T{y3%@Q
zi%OG}*ixq|k*#*emO4rG%u>gp1xuZKU#`+X({k3Y2i)tYFHe*xe#{>K7ao-*3&SQ)
zOQrzL(#Am@S#jz)XICg)*LsjvLk=D-lAcn-r9uoZLnS2^$Pdst-}wu?1l(_X{Vlz-
z>ggsA`&(oclC;yj`Oyk_OoawXg^1keOG+$qUtG_uh?Yt=tQn~%ta(d4W6fDCW?K_0
zqWSgAifFD>fIv~!0iK;-&qVGIvM2_Khd6}+;-Px(0pe_3vm~nfnE&1qAa>Se5BRk@
zCJP0UM<gYNWN{S9oJ0PO-hb88ix2rbWPL!=P9#roe(5OBN`*l3oTS8%{L(`5Ysm(Z
zpGzcvw2=H4i#d=yXCZk;DgctQ4nXpRg=CfbHj-(a0+MO<uZHAfEkbE})6?!gNzdhN
z(U~9m6ZOGj|A#7zHQC;V;j*KoV7SbpGWc1TW|HI3ldf|P)4V%a3b27vWEQk#kY4yB
z4VhRBm1Ne}SPV5k;%{sgLsG;Hhz;r^-blxQ$lC~o3%FFQh8ES=mHy!$oH2+g(yWa|
z#jMrP3PCcfp+@dp%cTfRBlVc()Hml9nnlscw{r@n*=|fDRzo~E(6rHr7`z%9s>0><
z^kX!6I7SUzgSls3pn|S>oKQa`Yk^+>sGt;|Kkk3Aw0cpHOdxoyzKKlUc5$r8gxH8o
zK60^rUgFS7=#JvUuln;!sbi9lNKlrJ<~(2D#Nd04WfCmQ=!(bvRn2vYzv}A-Z}~H`
zJPq6q_&lqZmf9!FL*yYTqC8)ECDLXvugoc6Ub#UWccA0^0{!0;{#8z#5riK(>0hXt
zaDLkf7~-S`f?_>NiOAr3y@S3Qf0DdsLzuR%?*6BLP4T?Gfj*^l?cNlRcN5u+89FsE
zW*F$=SY{wL%rMr)_IZgzX4t~ohnG^FBp+sQ)R22s#|AJ1EwvB*Wu}qSXZ=mR;RgDD
zXZ=mG7Lx|&;Mb9LO6=>(LV&%b0DDu2Fa1^)MSowzDPX@Q9`=aW-aSVkJNkIuhyHbH
zw=54m`)*0e^abwH7ti}&S5HbZhNOcQtp9XzELe#RSWmgwJ}+@-nRBZ;C^-OBmW{R^
zumIg21@y?L{!H%=4fKbf`fF!hA`MPJ53o)N=nh#30F@L`h%fC5ivrMV8rpzfqj%R2
zWQ)}dO_IQK|L6XY6HoMIihmRJ{4Z!#c`fUZ9a^PH3LUFq89$s}nNw80_{^97esruL
zB>-~chNka!ad9k=i4BnZyV$;RjfsNA&BZVMuEh<rVm0H%jjS0UY1Gh+CzTswq>qj#
zQ@`+Ak66uYsNeX`Ungr0m*ZH;G-CDA1SzsSm_SlQdA_s=i^2qpIE6mFD2@rRkdYBJ
zv}~)3L%6hCqFPo*wXAk)u@^G;U7%BG$H5J5chja!lD_RC?egEtI&4E?dVWY!V5WN;
zn(29`<j|`1vN|Fu>|m)<2GxG9p*ga7TZ&@&a)PYS%a_;5%>2Hvcv*2|bCj~0<%<+C
zvvpBJvwUG0Ge=+H6#r{4UpVbF;&Ut_jkui&HVRn2<fON)qAT|ZPE@5E2_D5~OT85v
z=@Y;B8>`Ba!=V|yS2MX?z<P`dM>W+OnLrnnLU?wxq0WCPa8~bXKqlCA*<Y@l39(Bz
zGRv6etW?&`BTK=l&G_H_(^OkYrVBFtbfrK1dzC{PONUy2`tNX(akTRDpL7dqj8uXF
za)hKr177dYMrJ3HYG3V&zqNO6BR%Mfzg5<J5_e)-zzSsjeNrPL-k_w!BHkMsnYF_T
z$p);;+_2te!8(^kZCJ5>2sSe7hlNrJLMvGh^vr@rX8o|AMd6l@a0+huNF(<&?`dS#
z5B*99wj@cEtt&RPX*ojQd*_ZceK952M!!}jaJPC{Rszm-LQ>#dFH=dpRq#*2iKnu(
ziGV*9V&;(4k&)-=Pa28yfOuSlzzG!s%}fX^MT}D&G1g9pQy~OSXiUf;1g_Lre_tUm
zEaMZdh_v(bqGl!p)^~LaRPgdaGd-)8anzlm3hT6;4knT+U?OS?&H`GpC`^>aDVQj$
zF-#<)U$zRh|0p5K(Qns^fyK^_k4fy;ih*&ezbqRazqh31zCnjM<e?Rd=Tr{NDy=3s
znEa*GF^$dCHOIxVrY>S*>WaA7oYC5R9wS)@5M&k5lF^OLMAf5l)cfYw2-Np(Ypl1`
z2-M5kPAZ(<H=317tK`a3Fg;0%D8-llAd3Rzhd2e0A2J||5P|#vA;QdzKqL;jA8rjO
zJ+B_EE$%!P%u&Z=@xb|rq~xv*kJ6idqhMiU?ZE5m9S4tLK54=Hv5RBDOl-h>!No?#
z*lzPl$p+N2769Rd1$A)@>hbjg^}I<<^o{ibb+alraYKEAl}f0em8Ae`NfD*^(rb}6
z19fdq0qWXK;tV--x-w6XYY<rIgxa3OC#X)G-*zGZ+)h&L^OO<AH#Q0k_ozXViSegj
z6Vs8$xi}WW#0J8%Tx?&tenh#-1~ao_mEssoRtiY;ZDP81R+DJg9@9L~z<Wy*eM9p=
z{j4>t-4S{9Wu+4D*0L1fEh(ZDUwRRXqHAkT0dE}-Z-ibl8h{##VetIP{ZTa!MAbY{
zLX91Jjm-*dcg9{Af7-PQ+^UXpe%oxA8D5qYSmr2c=3SA)l0)w-*rI*efr@&3o4_b_
zR`S^VsZtu1KhwknV3(vQ0<iDN^c;YFO*W<gtU;WtQOL>CooFv)TX|h^RQD13Vt%kk
z>2svf#APz4nL?gwV&XEEF%w6vrj+7;?YNB7P7|MDVQJ!GCfG0`F5BFJhMjt>$|jot
zV)oP|-J@e*Oz9TH(+B4TI`YJW{jz3F#m-~rrU=NAQ5!@KsA0|WI=OEqy<7J>`VMb}
z&VgcYy{0A}8^mSFI%Uejv8~*;OQ5Pp4VQFmE033y*tYUSB3tc_Z7UCNs)u$940US3
zw(^B;frpi&P=s|?x(Ajz$ru!#&!*XJtt=RW!Yz^#8x&gP1e%prcS$C?-gbhFpM%-w
z;?Vx~8^Put!jNA;`izU~^HM&sr?6e}G3?4}pmXY`W*At}6vIFwjDfp5^vKuvqV#g6
z@4VMke>jjvg@2PqXP41jhBVJjvQUf)k|GNArGLqy7!|(a6h?)wnz~2f%%<F<2d2ut
zXgd~0g`c8oevYd7xr7>fRCs1c;I25M!o{6|Wc~2az#>(t8P&z^+!z|FN($^#shJrX
z5+#SWGyYJ`B?SY5ltI0lH8TT3PbrE4A-kCw5V|xoE3$Z5u_9|pS&ipQ5##w~n;Fk%
z8DqWqoZ^3N&*!w$jLld?nz0-cY!u-6{~H+ysGuan^LLC2<d?pI$h!5wqPjYBbRa>k
zkWv@}mQl;1XGynF^XM!o8TG;#fV%P+u>H0gdQ;~>U0pCHaM&B9rts0yU93;mZlNpy
zYcl`1z#F>82OX0%r9M!5qyScDcaIP3SB`ve;{y`{H#*6fBsSbk-J#W8JId?z69YZf
zD^eXC`UOd$CxHeQ(*k5gX>~@@(O2H1rn4`9<>FWqJh9=-KfBmI?|aRx8!PWg7W;9E
zEFFF7UwZScfei1_W@a{T*-X!$9cbjO(p+z!9cY+UwYl5i|6-jI(qpm^_S+Om5ryDw
zzk1gXJsPDoAhpJU8*&N`Oxq22IQFy_HiQ4B$R1_<0CkSOJUFdwR9m~Kwsvl9wi^ep
z3*6&$<I_dq&U(z;z*;qgv)g@_Jy>UNHwz&cWJq)4yaS}z`RfCJsX|GC^GX?1dQNlW
zyep(AoOfAs<GhQS8|RIe70x@CvKr@=BF1@pH#g49GRAoy<rM#GJ1?i5&O3)iq%He0
z!3My!o$|QkVLRnWbF-atRC3_8hp9<XuYHx;#V5e15WIG7bKXiBs+)!ak9Z%anzOH-
zaaZPmREzn#e>kwgqdt~&%-3H_N^HLVmdGXM>yMk8`P!ic^YxO&fk%|1P&oRAC4rqz
zGPYr^UmCbsRcj&eBD+sbl!VwWOr;iZuLM|!o);}#8faD)tMV4Q^|SQM{R=9Xk=2Sa
zI}Oy3)ky;-OZ~hjqZ9X=9va(@>CwV$$K*;`n5BCQVU|HHj9FT+m~9qp#k6l>wqn{y
z1&5L&JyQe$ow{KQ?8KzaWd<hX>p2B~zFy}Za`^KB@&LZu`ua^YayoFfN6ztTwI~6*
zB<dzf;qj7hnT^$1YXaqUg<I%G(w$NOe!7jC$phy@E{+*EJ@i4arvn|-Q!cKr+%}?M
zVO0B;KsD#h8)iiv0}+v|7qHk0ENXg}8(Vv+lhaUoE!VW7=N)6_(Q5*gvfkrj94n-)
ztX-P<Mp+zUAxRO%`O-dPQ9%DWrvUxuaiGWA|CFj;T35X-P~^lvcSGQ?-dTns=-ulA
zyVVt0Is%!5mZJH<_(}^i7XBe*i%CzCN7a<V7!0KlDqo|e*y)PL#ZK3kw+FJ!PL~uh
z<K0gN<#fxV=&(13i-k}1Z>djj3XI68!4wJWua3&%>Z?yycJqi;{cEy}%rrzwV7E)E
zv73Y4u30P!Tg>JZY%#l~d$)_bKJ9k>LJ0D1SG}#YFe>Q|v>!86t(0XWd{{0i_AX3+
zo%u*0LH92Tj8$750=yNosikp;`&=9=jvzMTh=VS+ukj|Lus_g4?CU)pw>qw(G0*7`
zvSw)D?PLc2RK%i|W{D6r)%sMua!yedYl(0I)=KYIcr&TAul{k`=_9vufzmEZWDVdW
zk|Jv0OaG8XVVCoqf?duVyNC@k8lT`K&2|P>#xV#5`jgbJvQRci(tiadLC+f#-mEj9
z45Sp#xjWFPv`WkpFu`#WvWzvZb#bi0i9U1pE)7nNTwI@*@`=Ou1j$Ea=cotwud@2m
zdlcDSFzEAebm5^uV{e}<c8;pL)!snmtp23N33FLiEMdMR+J~#hDUt%1QBq#|XwC|h
z$8ZWLkI8bc%50Q>c=&3wK&nnUNWJ-ueSsXcfHm0x2^?Uqq{QZf#Dg>+w0tD+Pj#~t
z0OU7XkZ*QzEXZ#(kl*X#`n;46C&D*M4#1X`00cJ}uxDkNFxnpbsa6%e|1gMWyKc80
zBdt#CZ{Tty_H$&x2(2Y0R&ZYW36=!*CpiV|PhJ)K3x_CnaSS<#fr}pxOi^FSGSS07
z6O;tK`;7se`MIFk#jTzU<ayK|f@>}|{9?gfzLl^Y8N!157Xx=y7uQ$r7t)03x8&I{
zvtr$V7c!1Yad-dOSm1oj0twFsnt0o{GTnW^vw`HSPE@87@}F6;g#2S!5+IipK#r2~
z())4)0C_)70rGyW;&gXxLdeJ(T4+6hO^A_EHKU?xMwL)wuU;x2p}D){u`u3UJdg9+
zzJh5xEGck>d8C=QCJQBpPK3AUp}XjNWO#4!I?3Z6kRqi~`P=mI&*+tsxZb*3iXR`i
zEYH)*tY_|QW!5t#bGPElTsuo|pqyqsBSp;oUO+PZL?6qTS^Wg3_+NWH!)d2AZ(|W@
z%~?#aA#tu}^z~mx1LvjQbFIu$=Df^+nE5QVCc2dQnwrE*8Po+a^M+Qul=<2F4%L@e
zF@LzLa7t>#j>D@j2Od-2)}m(iDe#7<6|9#Pm(0B7)xc<#EHmSbt};{5a_i}BM^3C`
z=v1w|KJr>%fpYK=doOsMHXqwbtr%-t2}&^?t(Etveu8A&y;o~9p^b8Jtnh-^2rs6)
z*gh|DPP`RpsCr2bVryA0`diP|CX{H_+KjJ+`nM<OJZ&W@KS}3lt4M{jEA(WgvMaQZ
zr66386j6#VZ3~OSv+v*(Jo^rv`@Lf|bBg)}-#Gu|6oqdk5v5m1k5-S!GJ)t`NkRB_
z?CroI^}K`3LECc{s&BbC7OKPss%KqnWPB?rR9`(OIY3pGjrJb4P~8(lmEIFw&-)ut
zP1XJ1qt(ivq{j*EVb(06eLxlkXeC7y<x8*7#)dYLQ-C(HjeF1}Z0Y>$yc1UJlG8w!
zq#sBQ4OR6yzwO$<Hd9jUt@8ftQWbTD)X;3zQ3_x<Y}*EXS1<ctbeqQlm^c7<M7%sd
zS0RAgN)7;)6+o-ov@zYbMw@82?QxFI$`+Dxeh2sBb2KRhNsklYHmq3!oFR(>z>*@0
zqL0O}DEjWroC3f%#{(F%k{lnQ=C)R5R@xL*vpK3}a|t!}td#SS`@jsRT_1fKsG@KC
zIPj9%&q{1#VQP9pQecbyq@Jgyha|_=GhMwZ$!zabDTvCy(#EVRKm06kgZfa)W1sB|
z8Jkbd-fP3}v`o`Ew*)Kc<;#;RbE>iWxkQG`u?)x4m!|7ouhVPcYyA}HqAIo(?Sb+N
zZKKNZddql~!=(2*6=NnnDPktQ-EGXI$1-Np>&gZ3zxJfZX=iVFg@t8rxt|F(*m$oK
zUM-y?>x|tZyjpr-Tk~q^!IF)cuRk@(p7}hZb#A3#dxiR7;(NUfy;Zta>K=FLIc?2E
zSc1`A7JzlMtf*~3#6%GmMJHawDRkmRZQbi=4udH0+e7_^*U>+IAK2>*jcEVvG5zJ*
z+Aa0X7XtUHEwTdWggYb!op1}4!kuuV;1rV{+SWKANag~M6hc)VYb!e7OHv+v<ha#G
z{?RsW2Rv6I!@px0TpjSI60(<s?8v2gsqrd@4tR*Nnhq#MOb1*;#^b1qWlRUG+m2HF
zuiXJT?d*V$v9Rob>zGio12$q+HaXS-Thlj}`Q7GiB^w<ut6i)Edb_tXp%*HI9(brN
zdf;vD;v2Qo2*pY;>dO+)17%HZ3!(>3W>NIODV#zNoYL+pJ@7W_G~5F}{3Ec@*#qgq
zeouY)PdXf2B+KT`r{^^b;*J&i-6GP>{VpiQ=%XTEsBMyhaZk#i(p%}UgFfo2_DfOp
zxQ7Tq9`g1OczjbcURHDpO<7H+kRqm2%qKj#Q?QKb6d!Pk|Ft^>r=6W*D~rfZv5*P2
z^_`)(IwyHJTKKY^iO0W|9CV7$WvBSj>J+FDI)!d$juz+(B7L+kBbcY({3~Ez)jVhQ
zj56(Al{+JgL6E+rZ1A8`EN9mlFW4BF5S*c^NOJ7BA)Uw;2(jw{s=ayY%%KX$4fsMy
zw1(CTHXIc}*sjY5*C_`X#}BhA1edB_vLc9qdPqv_{Gm&Gvjqne;*>r^SH6#4B!T_X
zvF-JfD%d=0LaYJSJ1g^8owQ;%sULSj^CcyA2vOMH974>MY#4BMd*RjL_QtEnvY2f^
zK7{b(>*SunZ2i&Hu9egzsRWKI>j59gYmbwNbj_l0-0hr#<8E*74lvJ<$M8`^<!O;J
z`cQK4mL!R=^;kzvMsS*5ao>&<z8Lz3dR$fl)5l>+VK??X&XsPhkCks;Bk3{0ji=GN
z7kW~NnQ6t5k!QFQ?Zs|+JTAHL4n4LiU7^K$BBY3M;l0NG=~4R^{>a6``hT?7U8)5K
zWt?D&wDo>bGwWWc>Se|(tU33&GhEYwG}!I}Gf5RN6Ey`p<<(gfW~#v{n5jkw_xQ?2
zq4w`1`|<d?szz|3(-r75BO6pZSuDJum88(^iY@w7jbL)|!x_OXUe!-BG5GfCV69+X
z9D4=Z!CJw(*tCM}Q2czI;ApSvC0S+(D=270&koiSwu4y<&_Jac1T(!WJLr}Tg0-_&
zQ3mG_+LKjCgR~Gj&08QOMU>)8-@>B6_YO`0-#ZMxV#k}@0BhJk8V2V(fyJwN4>Stq
zsYhg?jBd(aLE%E_<3|hM4y@M~%LglHU!!1IUA;+gwR&ENnVo{?ES%qRaqKm%h4Wb#
z+gI*6qF`sRRg+*x=fNDaqJ7RRa|H#M9JY|(6GOhBd9b$kw+?!B^I)y4KUuruJnk^7
zkjOtEbQ<I(MU+A-+>SQ#iJSuRi5=q%KtO(Y%V5BXJcSIKRDI5BdlI^Irlio5eOmx`
zai~?Wl1FuvOmykC9Zi?+<Koz>+m6=i*2Si;qIT5f+R|v(R&vbhR#4F5HXW_iZO3Sj
ze!X3=M)J17_B-Y<zAWshzi$`J%nDL|C(LbFql7s_6k%YN6j3Oxb6FG}{ANx8=9}Ze
zjCHOIKA?s|Cd7H0qG~or)od=I#$M;X&@mYAV(7h{g14%DoZmJXriaHR1y<QdnmNjQ
zP;#)uJ=Qx|QNPqBI7+=Dd2ISrDUHg%+|k5)=cFj&y?>M0Io|sh*_Y$Jcv%tey+&D0
zyeCDhRcJ>O@3D-TA}VyE6#r|-dz^OK@?{p5w%o%68xL2!SBdr6Jj8p~b~5o^4awnf
z!BbUVnoi%6!b3R?I+<tz^+B}oT1OM^UF;s-paJ6Vy@D0Jl{%RvKu1<5Yo(-q1bR31
z4Bn=)B^kT1Q+fp-Rt{-IWAl4c*ySK&TPmwhaGaVZmB48yOA2<RDBc^OGuP860(bQd
z-mF4W09|BZC*!y`yEvBP5*yo6n_X;QxrIc*7<sgBu(|$s|6r10QWR$P;S^aRbfpFQ
z_<~@DcU&hEAHw9;ElxtyzQuW<lP*0lSU>A=F2gZWF5n_0z!PMdI6sk;Sebe0$5;{`
ze4JD8;NzX#1EnH7c$@XTLBYjN;IVOCB`;W2?;A`HES!-A1O4|T1rLT$lPc*_LxZ!`
z_YNL!xPEN`|A&iX0Z(iIU%s=z6c!`Sg<-*l>T8*iKXsZc2x$0M2JF)YY%ld)l^3k<
zZPZz}$qUxYYD%h|=zhf-B)abimF6&3QeuVVrFY_b0^QD>0=k_$Uk%+-BZAB0pi2W=
zCH>BbAl+`3%?7$dC52WRTiE?7=`N#!^HhQ40i>y&O}7rXI2O9Z2D&R<Y@e4nyT1-r
z(K%y+>1wKEqeIJDp!xYaZ!L9bI-|r3xCrARV}lL7_tJ+3#s(W?-A5Xn80WK2iSZy=
z2zs!jh(cob8PgAP9-w`QQ$YJrJhU+z$)OSYXh6qobTq2w`KX%bOQ^ADqj3|0Yn<B+
zaEW>Ag9*C%#NZ<J0V}bGSxiYENeT?}0jZ}cDd}CoNzeytETLCb`-4MuenGID?mVG-
zsvbQ#*i`)_#LQ~Nk&&bI|8_RBQ(_lUI%cPYE@pNr)y2$C@v>re`h`j{vy&7tv(w4W
zW_Ds3Gdp$Sg7{y1cH*?t$p2+wY2?#Pu%U6yPTgh2F+26^VrHiSl7q!;A8L}lN9r9x
z?c&oxR0z}4FP+Ww^wx~vZg2N4W>P9(EwVCQq*_c$9~A`eQgbC4lhVnV!QHB)^yXQ?
zS!$`2#$Ls9UA^V?#M!|by6@~@wz^pg#C9!iA+iNlY}aCG7qe^OP>NS~FJUdHymip%
zs1D}HQ*(m1IBPkzFnCBElI3Fvc~nwjn-zPz7~duEo|+qM>V3J3{&;S%N!Dwznp)cv
z&qpg`z3yh8)QIhg6Ot0!p7@}P*`7Ef*|6w)(xRVP7JZq;Y>V>tg!e=jb4T(GsQ_zU
zSqFIc^Igo=M47In1cO9bPGOKJ+tocJcj>}g6JI+4#65BHM|yL2Cg-(#E}Xitq`;{&
zNh`;hH6;gkWk^SXc^<X9<gqzYr8Fwut*h8~h{wggLm(2YZ}uIeh;i2Rt}taLoE6Wb
zPUT{;E|^29^<{ex7(S?7TkUHX%FgJ<Jn0zMiaJ_55EXWb9f)e~4D&<=4QoghcB8NZ
zv4%xqjkTPDHP#wyh$mCIchi_wjTpQGap%(DbxzA*$nC!@I9%N)%SQjcM^bRfqNSh4
z=6Mg&>-zR(1gjOlu{_wyqn?stu-~DsX1096#j$2fV)JaN=RYKNkPme&zHvp6&M6Mb
zOjx<edZ0N6yPB2ToyI(KqvlzkWbDz>dPSwN)CJOLTWV{G*H>O9u5+|K$Tg65+$pPs
z^Git)Rq~}@)6F)Ehf^?%r&}B+K~y+*Rd9~e9`x4GTUB+=YWoOGkuE63^v2L;9@RpS
z%>G1^ZU*+QE{+8|u@R&UaIt+};@rL_=u=H32l0t47wx3SVxOS+B)J<L1Jf41-m+d<
z$jg@_&LVv=;9d8}3W@2&y)hRraZi=?K`0|BvHCQ{QyJ-tSR5{~m{Y)h@l~<^$GYJ4
zPVDXQW0cw=3x)wUN(z>|@P&%&DZKd4hTuu{fE0ii?6%DDgo|UDgV->~aTnX?B~I3+
z;2mnW<iH%V7HIx1V~(}P9A27op4}X*<vrg`|9dmt$p3^iI5FPEIwi*IWFf#<QeuTz
z7++*@V0?*F!1z);j5$(Fkzoo{{TJbF^wF2}zoP1{MAcm>q0WvNAK4mQ?~EAfZ9ARy
z@@>Hts#<rdj_os;S28697OB?V1dCM!$NHG$uHC^!`W_w3RqX|nL&T{mf`CS}>uw^%
zL4sjEJK3+hi4c2rHxZ(vARdS*D<Z^>l$9gI%tWb!FstRQL?V1##Uf_>TEr>-*A5Ul
z?KEpU7LjI6W`YfeD?nT>c?b}1?T!FZ-|(s#kr7GULXC;WhIdelI5tFG5J`0GZeqjc
z_XPKNms6$r`q%^RdMuG;AvVmtH~5-*M3O1mYoxpHqN(XgNsh&MPZQZ{Z!E@pq`UdZ
zjzbkrrk3sw?op0{5!c;vUvRCHjFYGldxA^Ur?Ox;{CP=<1$Sq<o8XRGzu<vjbMLR+
z^*s*+n`QkGtD+U$U19~&B>#~b5!_vqEsPWk?kZ%P;7&<4Oj0gem?S;hnB-U1YnueY
z-8I=Jxci?h5#fZa1N!o%?k2eF$YsH=J8=qr-6`8WZ!Mvo&*x6t_664@NrbI?wXI$Y
zPSpn<C`#6q1Hrbs+#|H#I9#>@jyYaZ;F!ayBwoc06`Xh~%b3`2z7R93I7dcyw0YSg
z_KU|w?APsJkUne0?<SWbCid%}4NIrP4-xy_!Nnr>+nKF14h08h%wvkQ@gPw%>vep4
z1j)RRWS~3OE-3;#Nj<O=wFhC}VHSm*p5qkk^qjGi2>aMH1j0aKaM(BVNje{q=F)UN
zvR=I_i{(zAa!OEGgMBozVh_DcYsJ&SJH6^lA!5RgPpMP#<4QldIA)&ne5yBp9PFS<
z^`Pq70}_l*`RMd%adGA1;3<#uROC~s3NfI&W`&<*n;7s7V<s;-<TwAIQ;|A7bmCDu
z6{%0<ImgIPSgADDTe1{{b&>)EO)0+gHe7qa-j-8<y={*;?t!rG{pTsPaNv#5V$Cr+
zj~Xm-z(~_yP>LzE80=9~1j&Frp@#wadKbqECWwt-VyTPm^Ae}di)8)@k^@L(xoGV8
z9tP50J)&dWtuIkDac2+x&`T6e+(jy!kd9}i64E}h6hJB|q7+~HJ{AR}`#A+j_g@uK
z|0{HM>VVXq`pfB7uhI_Ri?U?kdQ4JqirVU7It)MiCB5G8iPwU^srRJ-y5u_+%AdP9
z7Rtm1%0If;J}+@vy%~I8y(2k5S=IvWf7?R&xfsfSy+sG9$vHan1RbPS$#J9nHY=4V
z|3j7nlqE%!;!Cef+6>C|I0cmJ<;3Z@*x8d&1JqEwf}OoqQ8lfjYFd|2)4W#k=2JoC
z`j8L${*LcyqkGV>&>}UE71#p-=7Zsq0y_*O)w}`FS8}jPyW;Vpbp8C;P&r-u-QXlO
zOA4^nQ)L!3VP=kr)|N|A?B^}cG0|Em$3$!KvLafWLs`v!o)j_DL~f1=*I33(4*NL8
z|Jvair=5N?lSQOOdojTV#TBj{kUWHI&*qr@yyqkb0YWh~DH^lAMD6034HZIwFek^v
zY(x6ZX|E5S56)vKD|!!58#sD<-(9UoWC4iYzB?NXs}CiacJ|imW9NgDp-VZkAntnW
z9NhqNkXxrL?yT?rFgR6tb49z^eo21`-TbA-ah<uMmsFaRL?=nkHA7-O7sql|V#8Tm
zyV$;R$waY_ni}ce14Ai_Nm2aaw~l)7WLi1bjE=wMn9-52obYL|g?Cu4zW7bBrhf3#
zVCAggtlDwHRGBqPQ~x0vXby=b1zpw@<x9`!yci;<ath8nHP`LDkC4szh-uR_@`|~i
z2Uj}5hWoYtA~;1YVI_7a1K43fA+XaI4PZ-7(HBqA=VXe%49-*=goK%i)>^Rdba5=$
zi4E8vcCme4;?Pk@Q?*udfVHC<jP)9WwP&GTSus?Q0N<j=&Rc#FtZS}(y#mmiWxY<i
zoOrKc?Go>REDnREqyTSIoG<+Y76sn_<`nS$_f_yN(BI7omDlflN5`O!&TS8O1?sXa
z8F>F7DAv37fOqDFV4*70Q<w)m+|$$a@KhJaf|}TXx{izO^AZPVdLGFE)Q%c3)YtSx
zxAuGusJ+yyn_UjJ^!Dg!dUfP-FgdFysd1uw4J(!?e=AyMdbOkgWmA$b-N$)>avrCE
za$e6ky&6-J92xEL++1;us+kg1Go^$Yd+Q+kr{GrS)&cCaJvo%5e?7t%Tv>_j9GI3?
zNDAz+h}8466qFo%zi0mb9ZJu?LYqN3zXk`WZBhW!lFWi;Z0%{LrTtQrrzOur`cOt_
zuxAhd=~{GuO4ZbOnK3bG%4{YkDPkt3`900V#4=`L`hZjXuRSqw+G*FVEF$f?kO?*{
zu8HZK<Y8j^vZtAtzLp%Gm^`0zYvc<`f27XKlM^b1$w~LLHWc1(hcCB{)i$aXz2~Sg
zJVTY~<*MHqSrTTb3s>mfsfy+7YUAuF=Rf9qa6+qcWX|)17ONUEA8rX&kCtd17&$W0
z1UFF^c|&2RF7z#5snA%JEfsQ4P+cU&JVKQc8mONy9h#%^96UbOAJWSV0aIKYYX~4V
zhJfo`Y-D_-Y^b3cA~_fWWChR_2lp~FTl-#SW+OwqmJq7vUDr$hkPxbywUJafyUAcy
zD!WNXSqcVONfD*^((htXxc}Xpg8Sdy%kBPWXz1ff?P&Q>C=Rxf3ZYTzX;~<+eOyxP
zcR}~(ew3vDsu)Vp-z0{nsMn+v9Q!2;<@a423uR&h<<DJgpO-jzTJ0st0m`x}X#a~A
z%8$lS{;FcAuD4Wgtty4;WR>mhM)^fnDp5WlO99G~B1-Y4S0QZ%<upzK<+R>cL-}lF
z>idq4ZI6x<R7=ipyAn`tDk->_0)X+1TCU_>`Z<{A>1{gjFv%d$Eoi&<HqcIzY%3og
zQ|m4nKvouyHh1f7`fr2Y(f*s99;#n{DP>)+`p)<3dFKK(vu>b&o!z(_>y`jFl7#_a
zNfCwl($}*ny72~10pJbs0LCmPhf%1Z;UBZuj;NZQQ8hbDsIh0U%GZYCeIDquYeP4y
zCpo`uCrn^RBnAEaNz%;wYzGC$`aICC8leN~w4j@fHHRd}3#WRUdFx9lisjU&WNE&<
zcb-hjm-pgj#jN!XWi_*w6fv{b{@!NRVi_}QRq4a+qJQmKi_=a!o?>BX$48l9W8s>$
zu7y5&CrBZ^rxCMOy*_5vY9Kk7wd&~BBOJ3<Rv$BKp;DN&-sx>-t-I=m9`Ih<$4pbX
ztVvcVU8=@3_1}7-cDh^}f0CwDuIeuZa_fh_Q;sZHNa0&N`x=BIP9E)IchR#NhL)<i
zQVCpjwxq;%v8VTerz8Sp+?T7RPaZF-ZN1WDWgq=i<4}vNRg~L_^b*!58&)6-z^3+E
zNr`Q0-_gfxYHyQlfV|la^1T+wD_PVA85`Sc`<RXG)lvyIOl3XbU`zV&px{eC#-i}k
z<D7z@9`EBG2-EwRjcxk0%z7uf^fj0#%)5meWrcRAv$AA(*{6~MFFQ->IZS+CaEeJ!
zS&#Zvkc@*#AyoXAK4RxO9v3^;Q`&~C56MUo<3p#7b<?BPEv(s>nvR|8`h9iJcA>!;
zzi>sQA>WlXqo*!!FTc%e-GkPxuMIBMN5_R?@6>+BoxKT{V0#=aA{E*V!xnZg7KKH6
za|#ye-4_-STiD$FX}EcZu;eXld{L&TW2n$+9eh!yPbUfnCdmq*?~judTsg1&a#4z=
zrzoz~Cp(8Gs|8YkE$5l5cNc^@s2f}iYp$Bx*UVMxU2LD1IET81x~jR7gUL!(0u8#Z
zubHey_Js>3SVq#hokCUhm2ROj-hF*_+3umttVc<i)BCPt_0njgWqFvdBt?|xOMi|<
zf%*|n0revWb@4<6`2oVNce6taok-{P2(459lH~#9(~^Qs*32HEWc_twsJi~BG;K&U
z8%md3zmifw`ZI&{&n||A^k-DDO5qNP{ivpPr-Ew{0}I>FWIg~bD}si9Y61PG0oqFg
z_3ynxnclknbj{wO+F1=qxf9+`S*e8gge(Q{N{T4Om)@4E3V7Rb3h=h;7iX9Oy!4rq
z3i`)Bq3fI&Bj~!XZ)ltvB3lli2S|zuZCi#$=*s<R>d%+FkJG|=o_;3inkN|qpat*5
zex@TYlWfkHKm_cJwd@~it_KVZC8>#021v`A0D}qrOqcH6&%|GZ^pHUm+3x747Y?Gx
z_HNed*c6+<N+r^LWhp>fQbZ}f^!+Rfq#xlFkbWc{(g?g{BmgxOzaa2>Hmc@uRL$WM
zYAEoc9qj@=U})%}INJwD3dw1)tNjiuvAZhfg|m`^&if9j=Xv3z<X~6(z+*eA>3L`A
z(IeW`uA*1xg$AgLQi{7ks?3MBTp)n?!P&C?Md66Wy!{c2dH&L;!`3E3yxa)KE>l4!
z9FrnuDtW!13CCE*OdxH!EdJLH$2je@?gbW>)_s!+HaM<utdp!e!m*zHO*qzDa<IFd
zL#>MLZV&BmLNQbbQNrbZVt1Qf@ibQ3xGHa_{w6ZZXQi@k?PV#5%zBIqwb#qXQBXEZ
z^03cM?{4fL)2bYq?al7;y3K^pO->$mynmYznyS`Go%}IqB?#7rH|qZUiK1F&vf4Q*
zG*I0m#LPzQ4nl*^T_16AEGH*67OjU}Z2BT}e?4bPsFB(sIqcdgw+ae+*qu6gRVc%I
zQ-9;xgz&BTp%!I7Ai4GFdQ(1q9P(6tC?)GG5uBaiPF5v>UL|y!yZ@3RN)z|ezvevf
z^=~)@U;n1RdsJ;tKv)~#Yn`xTK%F$5*8HUgP=31$vNt7N5%sb5zF}R$y{g#&|K+^D
zy8hpcP(PI}bHkTY1{m<`yEqp3#0L0nTx|LV^Z@<p%uoZBA~_gW9Tno(CwYJwSARF?
zC&CF4t=DAeO)ZsiOCPDTEz*2;C^>5c5u6rD<`Shv{uBt9JzGhEMNAcZX;V2b3^9#U
zFvK)nXKP4)#LL(L8{_Na*ntMi0=1O0JM0h<l-T!Y`fJ#MHpc7f8FNE@)J7p@`u}Z~
z3GQ-nEE5nLCfMg<(+8mk=oa%r_0(;W0~0vv!X{X2nZQ55L~E7_bn9Uh-_*W94~#CD
zA1YJ!RnlamAG#b&&3c0fPW0DuVG{kIEFDvxqyT+Wx-aeDEDH3`a0=+3iGx07JUQ4x
z3(XQd<E4EW)$&zT%U5nK_D;iiKMi4y7q!8cG6SJy$}>>d5OZC5Nr8WO2AZ9Q|8Y^4
zy~)eca`E!Lu{!65P@;J*V^D}*MpR2Gz+~sh$fn2`XePUMQWTS2tAS?Yq4_|w@enU7
zX1YwuYGyhqVrIHu2bh_TWsFNr<rM#G&vcx28a0DOq)~qt&DE}%ZYB%cT^}>uf`MkH
z^Ggn9x_Q*3=uEea+QnPts1Rnl%z<X6JF+x%k9X!kGqr7WS7y3Yi>d9+WudKVn<Qgz
z{G$|lsR1S(GE1^@<io7?%njta4l;Vf)Eh&?)U#3@M%JeUCHC>@vHCBzIhJ1^t_U4e
zZwfKv(XUdgc}6?q;#eL{Y<TonF1D}St3*NEdUi!<iHTd86h#}8o1<FXqh2Aupvmpv
zK=}4dSRTV`1-jGkyh2`f5IJ}$BA2{BUY=OaUhxVSEqle|vM%iEDUt#wMP2gJtCBL~
z>D4#|Pp>w}J>g9!oOr@pygD>Jj#)Bq4GmVUIltZ8*et4rq|m!rw&?Q*cO>dx&(nRF
z9cx0PRc|Q(FU}cc3^Lrsu?#|N7$o1t_IZgDye-sD<wy>OSXm3SyvHCj%QYTkVhrlr
z_pS?FJKzS&YC-P0IlhuOPQ-g~F%t2nvRn+Vk|N6WrQgn?7+g1T3XpHQD&#9Rgl5Hq
zJP<0avo_Lu-5!=D!yO(Flmxx`=6==?xb$q1()5MO>iW^!Lw<Ech#7Zy#zOyf7so=M
z*g*dS7u)A0&YsO7pL#}efWD(H>;uIX`nzK2f3qc2qx{d573k~SNVU|g-{@Z_<i)I8
zLVlkt43J9-AUB2i(h>&SkeA~WATOtnzu<@_sFU-2mLi8#Xvtu=ZCdnN{d#F>QAO!d
zMd@xu_LTPiwz!+;`-^A=oyFO0Z^4w-QBvRxS%b}#)=Y5Z@OJP_Fj2q0oqTVwkTAP^
zjy#O}puuJ~n<hmun@t{UX0!2w&1@DgD`vByl-0~;QpC(=4F{XqjAhJhb~~r|Uwby=
zw9}-6SVWq%F%xW5Fq?gUDl$@SmE_}hM5dI!hbX%Br5g3rF3H1Gb{DlLI+g9CM)6dJ
z+F&XhI#{24JJLq0dujiCD^;71d5^FbS(D9Dt-Tq(K{?3S2mc{ITtWBUO}keg$SfED
z-<1^m&3x7L(r40>y(b5o01trCRg+G;L-o_JWBNViT3=y!Xx^-XL7^bsZ$7T*mfl68
zI??-rwaYr6mc<czEsNFtp<!P2lcZz*r7taQ(Db&!bn7ijm!$+v+*OJX-yeS1t4a?M
z_Q2_MDW;&%GUjWZC9{6{P&iOZrTk6S^6|5#>GS);r&OjpXRTPF6-(w!&<jtLtExLb
z8eZ$|I7HugkQSPq-6~RJDk>Wl?T6^r!`J3|+YHewhpwxlAABs_+&grL-h3#OrF?&r
zKiT9T?8<-aK)A8DV2J+aK)9Kj^*8w~$fvvV-~L1>N8Ru@`BF`}OJez2SM;~mr&c6X
zO%$!uQ{NAD(x*<BtC%6EC1KMG9}j=8?r|3=GNr}IgrIKM)1mv+BY%^#>eX`k`h*v$
z!!jq%YmPM<nxwDv36J!?I7GksOsKhfS<1kx|2af>^{FAotJzh|fem?e{yqNo+^H++
zPKQG^y@!XGqZ>yDU07pb$D*{<3aQdpFvx!~n4<z;`Xw$Iv-4$6VXC-1#2pZA9;^>N
z7y3R)jt6p0PeXGB-SU&7RDJMcdSlk)f6#888cO=?!3`62IYGH<?gYIcX~~Qfhb#~1
z)%Bt8LU-vt$LL(<T!fw|kP>E4_724ulWvVMbOPC$OT;MCd8lrDJTx?;I#c8*Qbtrt
z<87ElN5f}St|Vh9DDBRfEk$r7BXt4g>O;*_1!GwhD39Y5P#!lFD2pQ*MwePzdZ<3s
zVCgg+d@;1yIRYoY6#AF)%VIH=E|C;WrGC=Q=g{*6N3Q*0uVZh9%IKqiJe;icE1^m1
zb|H&NHN}yeYqn9h{w_2x9v!yX_*$r`dD=tfG`5*j!ZuHEd9clMLv`Tw(D00nOp&&^
zPF4vakE8&sjTXXhvM3OKi&H@OErYN)exZJhz<%<Zp;b<3=>_+_^wKZr#Vgrwg>Fz^
z$dUo_50V0qzc3)HPbA0w;y{0GV_Z=eoTON>)G(@+bca-#4{h-d6DO1LxHy>{dOBo1
zPc20Z%I8X;+=z<>%2~s7i?>6)GrUZZD4&=02g;IS*9=FCIh+?L=W+@t=MIZAS^(t=
z?}nB*QO2tF+u7kn{m#3g@oGFPk(j8_k`jAIvyEjLo$;SgMXfIPNYNj>5FV=*NO^>J
zbBCGmZq6_h-bsyU%j{wNh~N%A>w{2T(_5v8KHV%*+cV5PkQ8w_fbpJTy7#|BIT^E=
zB4HdMt3u((p`-@|B|#^jNz2g7&V(AP#{^v;dTq@>?}NkipJzgCl+2;=tX=;7{jIG7
z2L@Ht9;u}D*zf?oAduQdy(P(YHY^@k{&k{|?^3gme@q+igU`{a*e6nIWuHX@OMN(u
zM&$QXsw+ywY(mpjhCY_ot*`o7k}0UlDLRr;!TTd&`C({o&0m>2b@?^dtSMYU9}_LS
zhyS<3&r7KbQ@tM!Gfxvb)F%&G+{jtr=1&%->fg^(OyUr{^x>j`-m}B>%8x?1-q(j|
zn%8o@uh9SF!&y3WIDL)o_R?W<dd^L5;S){1UFFih(QcOfTWFvsTenUK_w=;Tn=6Dn
z>B?8CRIs#7SCgeM0GtrjwmTf|pdb2;z6E&rM2%WH^K>{>*C=NSrl%?UlqyX0>6K4J
zTIkO|qf754Q1Hy>ay#jdE~HeTvvAa5g0l`Ee@^Ej4%=eWQFbo7ZJQ&J`d%vVQdNJW
z^hB;UJo7<L!80H9UClG;8b+Ev_$A$Rku$ocI}}@@<5n3x^xII1xtdYsYr2|oOd^9Z
z@l{FTG0}63TVq~usg6i)N!11FoD|>)AysBUGymfgLt;EGT=}R!tn>h`?S=>iB6#3X
z3S)5eJgq&+;Q|pIc=8A-ICc3vo%I9V+V~IGNILbiqKek@hRK}E9<&e{Jmbz)QHmfk
zkb3NfVMJ}rqOe;NPQh+X@~#pYJVOTM%Nk2A(Q`fy%VA*caGB1(ddjk~EX$S@Tqnd(
zvj4|WI92jcFJGP+9Z&o>RL1}*Ma(SIInO;j&f+3~<orCn?<aa!hmR=|$*!^%b=E9e
zt0Izub=suI7x&@Mw^@@X)i6cZ9vd#Jf)3HK;gDJ{DR9%ZM4@qx8h~+b{*cA_>TW5;
zp6}g}X9khAd1eq<P5+M%PgjSfB=i+K^&Pkvp_64PMIL{vn$Hx+NcTpbe(X{tL%kto
zF_31a^=P2JkYqDxoTEBC5$PFU7p>R3>QkFj%X(k6s$LwcIz|fzI2bJ?);1^@EvO`n
z7U#GU=ylf)rxbeKwZpGATHJ6Yw7}Wj@N8hED&fR!+2N(C4ePKy0s})ANkOpGhP3n9
zd`ro}eHL`a#bv@3b&o66x~gGP0E2?eg4PTjZgw=A3`alo(qd>=sc@!mI%SnR30v2f
znOhJpn7h^fYS>H?aBeCL<<ev~Z6=GymQ0V*VV}BAlF?V`v#%S>SV?uSqGme;xQDKg
z6!fU&M4=u^)khD#uWY!J+AO8eLpKgLJ#_hS(?gfg|J*|#lakQ4->Gj?N@_yU!X;Jo
z#-25^)eBOb`dLU{Sh%FNVvL;q_4(ntPE~(LOiJD(R^j_&g;O8vnJAT^i%Fd9R&f_A
zeVRn|=0~eHO6Qd6WWR6<o$QyZb~3tv7I1bl+&wFs6dt82kD&Z^2g8`ABn5ZR(2eF-
z3{O?{BoCdh_6W1h-rB{nHhPJTjouzEwy$h$qJ*aDOE;%ot2iC21fAxm%1Qu(S|d!y
zOc)XEn6s0^b-a^C=yl2A%&dG?=eVd-i<Qd$S6-HaU|do}DZcc1ED9%{&ne(Lf5g?C
zcwB0Dp%Y)*iHEB-vQXf=N>ZY3TJ&R4f?k#u9;bFnJ}}l6#t*wV7RJN|#>FnSudF7D
zjWMU47|V*F^+guOH^wj~=dV&xz8B|TBlPXn!nLzLVAT%1i?{%Z_exnJ@Rk%&qA&dm
z76sm4ate5Vc~!h8Ru2cAc*mZXKwsVU)Q$@J^+ELAil=IX$1BfB*>pZn`k$;?yv!{!
z!iA|)3e~MN(#+t!YlUl@of0WxX7FDOcp?^R$i-s@Z#h!esvYi<QHd!Ms^4XOuv1dm
zw`jHMAS;e|=r<OWIonDR#6wb-U2DWcLs%3b59Jg<9y;<W@z8ICKF33zy5Sp~SYtVV
zqHcJKnkCCd-<~chuJ!t)x-<`EjjnlJs+2+vLl&;I{!Y?=K1ENw^cYjq3O1#%L3r{=
zcZ{^2iv_}4N9w)}!@V;?Op!R{%bH>Gd9Pu3mAXrkG5IWbXTDq&+O?*=vmJ}esyn58
z@`MO|{*#tS>X0O30(p!mG$B#TXk{}&{Zk5HE_!~XnTsA9Y38E+BYCdKb(VnnKvvyW
z3WI*jN@39NI0b`#XABx=V+I#DyEYGB=QJn6TRKQe)Dxa2ues7Z+*_3yMd}=rf=5zZ
z4%6eeqVhVwB@JEGq!bn{Rdnw3a0k`U#jr-MDx=KE)y~ECm90V)8oBB`-K=_|Wa1=H
zRtA8ijxv+OpQdMU)RNaaT-Q5%ln%8H*U1{i+8l#bDl3)!<1dGS=$t!MQbZ}f^y!=z
zu+QKWV4pE6&g1~=$%81Uq2n{$;#?S2<BzKGmr!G$01j>!j`#lS#_huy3D#|Qx(8Kb
zu3E>+Y}+AXyhBo8m34aRWP2%jtK{NjDW@ZaM0+Kf@A{<(0^0G=D02*WR4~k|qz;cV
z`$SKZdHHD?S%jSx$AJ4Nt2qXgBF4*a8fA_FS;qMGx18dC?PEYrJI(qKi%7GsVuFnZ
z+&(A0Z53U)2R&$cQSxx9<@ZtMQp=x`gENC)sY%h3z_O#wnE@(<1<Jlr=28p23;SWu
zMMk%iUht$hA*0%8SB1Wps&NLA*dzR%s?BnCJuwd9V2w;+AFMet;uvv!ZulYPAmgP_
zeS3y?s$NnbhUOlU;yOX>LZ6uW&OgIT%~;ku+|@Hy=g$qN>9=}^8)i+Qd`^(_Sd#>~
zn^cY23#T*rlI%L2DIBeFIx|<w0O{GI1=3*)>9H&pMcR2flRw&=&P<Z3FcZppq2J|=
zHYYQhMd88QIRy{iKHBZU-%|(YH%9Hc)VhpL8xpRjj|>Rk?nE4;=j{W-`_v&>JpAri
zNkJfYh|1uzgGU92u2n3*-o9DZk*3H>!@{-nx@qAGMMJ_f)d?YL&f^`Kd5(E&wAjdr
z$Hhj@m7&xpak?W#jIZrA_D_Sa;eAn;xme7ozni{L))yX`@fK61<@d?jA;gmuU{1Be
zWR*C^#$0g<n5!{yFvtG(k9px0agZ(^9xhM~IKS;H+_#hJ2ns#~eMql(bMcH+2c4m6
zJH`ZXV@8D=m@OD7V!)_5#)KC!Fb1-EfH8cGo;o*NMGqPsZkf@R$r6oPq8b|eFykc!
zZaui!O#8kX8#`%ixSAT{km3dId`Uq(F_$Q&0kJKZ6;cX8#qu#GsF*v(1Qm1We_r6;
zEhV9Ehf^Q6U>=uJ*n%0(6x;8x+5FfTvjy{*l#Ok{ye7$J3+5Qrfwy4d>WXc_?6<1E
zBUW{6!8pLdj4ENaLBSRbm4q#rV_XTi_n(|XSNroSU9CW8<cHVC>1yBSlO58=QhrBQ
zOBNJ)>_;PYMg3=fnD$A-{%U$t#c+;lEM(2KsQP2gYPo}pW5q+n#!9ZYi|s30pD6Z9
zj?=M9@oL#oDeflq#+ragjg1ZL1>u(7X=6?QJysCDHmiVjI-;U_tXcNxin1v9x1<1k
zQ<N_~z@h*>$SHsx92>{K>GPrm`hO49PSkhI3NLUXk0(k1<$>8Wi*1y}V-~wjQXJA1
z^@76i%v33W`rS3wxctr6h3lE|Pl_0qUu9rQkGcF4Tn=3RIY5@3aTil0Hn+;E#MW#t
zNHW%JtKB(|NfFFcQkPw8jGAXy6sVr%6i_{DP!*@!90ZWnR}+KRY<DFuPS#7`rQ1Yz
z&!S%W`j?@OdRIA}qEGx3sp1424|k+42w$)MD=P)8FG>my8DN>rXLnT6twz@@OqBwt
zfOnk1nhp)DCp@Ky!TQ@0SYJEN#=6cpy*m)@Panl_Vg0?VN^JGkgyn4a#PE8oYg0MA
z+I1~!R&NcZd~EfWEy)-iyAp)}rS@R;HcSd&pdCEU476RxnSr*`IJ0_llz`DnR^3(#
z(=KAAFzsSa!L*CV#c>#@k%27KQ232y#OkP;Tcc`jEun^&5p|Z;E<3Om?c>rXaPM85
zsWUIo(azc>;n`K15Y@&J%DdM}&~>)V&GpnOUir^R50AHdEuDK{*+(rmaTy!vCr~)A
z>NVFa-&)9&wSmGH>8bSPTN{H{h|Bj>lwMf7c2n=bTH5pAq7M4k<>4JS%6s`dq!o_k
zvM2FRz1sBCn143&PZ9rI;h!>@^m7yc+{!<{^UoFj@z<fB2>*P;KNt9CL0$R@@y~#I
z^fQ!yiuvaV|J>N1KK(Z1pS}F^DF0+Opq~c(vz>qL=AX(9=_ieUiuh+I{|s$JKO^|(
z2><+(e|j{gpWgga%s)r?C#wnlwBw(r_~$VHtY}I<w=}(xe#<tapG5vS%0DmgPw(dR
zGk||8wV<CW{Ii^YZsMPx_~#G)S=5q#mh;aA{`oKe%*vvlx%_jUe?H@%f>!i{PrEm3
zO(}fUdk>{<EX1d%YqTLEzL~t6Q}`V2nzod}cS+~BqZB?y*`+<D@L|KfoO+CZnsuNb
zeCBNrr|?O#8XYNx?_}-f6h3S;t`nv3)tl3t!Y5${+}N3t_;ScePT?C9d-*;7_#i<#
zzpNauvcHp4czJp<zg!vb@?Og+yhgebzZ@1XC_cj}yzjPuHl^??)HgVVmu~jzK`Fc|
z@;Oe?`wVZqrZ6{$l6V>3Z=Ax*(iY}Y3a|3|np1ew)O>zD58h4Gz89tN>X}D5h1a7r
z=uIiS&SO8P@HU9)eJF+37M$i3o^Bu6mr{6=`b|#Vh-ZC!_oF19MSY!9cy{ro{*=N)
zY`=2~PgMB_Pzn$B{K_dj`Eigh<l}jO#)Bw@JL$VPh5OMB`5GJU)Sl!Nu8n$!QVLhP
z<_zWjhZ{uan21|0dBZ4$dm2ykVJi-IJM$qHPA8l2`2voK5_szo`|>w(3cJU@a0+{%
zlX?FHdv$+u3R^Tc(X>>Em3<dpC-4fiRpDMvVhK`{gEPe6iidXuF{?O*3Hn=3U8H!a
z)#{+WSTr{&fyM|LFIMYA=gaof2M!NO)(gI-iEjVR;jns<Mj<nT9i@@D|Js2`#|4Ep
z?@p%F)0Ml{sjDmB8LofFfmvmA)r=vF_`iC3!!6<AO3Is?Ov6@(w>Zi4%A@^y`>nLv
z`$cG{bNNNt>WZXbwfD<7J=GH)oakVz4S%Mpj2D&VsW$aTA%g)pb-dYJX(~l=38&$B
z-dq{%8IQe{l#)4h{*myW%7y8abA4HV!OR)+r*9?H>WoURqNKE$j=vwr5n^lIauVSQ
zG&XGrR~*Q>P5d*4Q~a;J>%wVg*qF*9GBmm<nqwX%y7-@7^;vy;y<lUwp_<4!FmaQ)
z%+|oh@LccA@w(;h;Vd;<vau^LgIZ1dFR80bU31O)@@UodQ|HXvTIeSn=vH<zs)>~f
zs$R3aZry1vZS>qp*Gl$o3Lo)K9B=MtuX0y*oGk44=I~EyouuG<E+1_PZ&Y_kGOca8
z=v|L_%2(Y+WDAej8@|_#*YDmDrrkK12VZfyz}QHz9Od(^QeFA@!o(B-q1_`e-#^6~
z5jH%{DTEDAk4M;$dXzK0&F_cd-b?|^1quW>BCJ{ze$3gGX&3*W>ZGh4dhz>`f?j-*
zbn~9Y8-kOdJ>SvOa35U`&nmi|mOTI16)vZT+!-FBz7tYryTXx=>-4SFwY?LlvUVRp
z*ZvD#dyw~ct8bUgYW3|OsFV_YTS{}^u1ziyuWNH=)3vj>2K=wxwK?tV+TXIUwAQOk
zuxpJ-^n+dfs_2W&7dO<cdIY<vcCuOM+KYDgqXUh5!lS*}6U_c%j+8<F?l$2n{d?d9
zv)72aqJRG|zWBL&!<9YWb`wmGp2*r{9a~HFxPxzQ?@yO>gv%$Z(yfq-m&0RhGgee3
zGn)(iewi8TnuXDFtqc4mvziP1EB+>{b%EcV)w;mH(VeqatWfI$zsxBw@INrYT;PAm
zts*t1!n(k}XM(xFziWcHz<-2pkMRZmqkog%y1;+fl^+-Q-<e=8@c-*?@>>`9PrLHt
z0{?e^lh3-q|5Yqs^a6j$*4;J1TtdiSQ92=`MB62N<|4nED0(;>T3~Kn<d>P~ZliA6
zLjU<h_(@eqW~C06qd)RAN~jVm^jb4IWlT)a`Lh!;bmr&Dm38l@!f&fKGAoxV8dA;V
z%9>~zk~uA*f+s_-{Fd(*o^F&NBrW~bEy<h?2^Er@m94yOZfxKxuKWx+(%(sFlBlVd
z?XBKaH#kgNl5=D=vG-UYC<)r3UY~j{d_$^3fCs?HL_PIL_-)T>ot!-?Em7n*Q}UFF
z?s4nj%i)A{j9b{8-N;$6IZ-rGzx8sss!lo@&d!K1S&jqKr0UrH`+FoAo;=l^bEg!+
z4u#Z(sfAjBW$aTdYUU$OnfYj<dp=?#P}8RpgXg3E$HSYPBMoh&ch(vIq|?chvTSTb
zydfx0zYwPHHhnHA=FI8iiRR4d!-?k1N#;S(=YaYi{mDz=#sodWAt_|0jQ<b%#7Q>v
zsgoG`ei`SuDiZZqW!+l85`Ie6;7s<MfpK@(`d0LSi9LO`{3qSoKKeqqoHZU)bI3>U
zAGeZZY*Vx#3ZY6(i`_r&Bc*WvICqkD|Ckc7dSK5M_m9U(GJ7rVACI17?jKKJuDE}k
z%Kuvvk;ayA?j&>n*r6Wxj~$fQ{bL6i_m8tDneCJolgxHXQ~KY&f2{71^+UTi5hdF0
z+tvM20NXRWEq$9D`lhSnQWC0;MpebRfvnz>@@6}G9;uFALoNx%+mp;7#rKfCCrveU
zyWhfX^onH-lD*V0>}oqqj13;yZS2-zSDOmNuJ$~x3mmQdWJ<x&%1<`?MX|uIH3bs<
ze0AZw;jK;&qbFQ?=^_6L&s23ezug}(h}9C51bzC>hOseH*ZzR^5OHtAA;ku0HJL}U
zJv!-wa8ui-q>vfUuATh<jA#A0bc|=iCY$l>@|c?KGFmZNdR7flOS7!N9gZ=ATwLc2
zjp%BmAnDjf-&{$C`R5SDGz1%c%cTH%(vr!hXU>^ydgjc@W~0wh0t_f?XDh`B`5-HW
z;U3}?4EInx!<l{{0!*l(co~8JlTkHKMb$i2Ld|hnPqF<IKcZEtT+<dG|0sODN1f!n
zw(U*GFDWMEC#`&;^bN_O?8UnAucOoSZ=Z&{sqZ8YYgj35Do&8`E1tYlM3E-YpKJ!}
z-zQsxwNPefrH*x9<-#9`Q!>&Q;--teRHBPv70bD;P@n6-|3*W7O1naR7M9)ZRVLU_
zA=G!RV%y1v#a6M|Q_LzhN3u<nKjmss{uHx{&EhO(aOJ`stJr703BT%XH^qwiSx{EC
zwJZ$x3NC*eUao6YiB#~?8vAtmn%a8Dcj4vgIw=@i#a>V3606whR%x%ep>dQJeG*av
zW}6XRcP*C*54ep}@PON<xMKus&HBn@y?Mo&>ZKbOo*$=^?p<7;H>y`v!4PLz1IphX
zN7LHjW;x!s$61@yZ_{1|Z&KgEg>0gq=q5E&#3nWKutcUJtW9bv3!BtO?lUW*f`QU`
z2%Bkz-}CAkJ18%+k7B(!g(rJNcrSAb0mZe97KXu>IQ0f~cG|-#x=pEa+z8T?Z1%9`
z{g<MkSGX={*YPRXxl%6*N^$;A^jdWX$@q8XFX8)~WL!lk`)hcO`b{X{&8Z%V`JxQC
z_-}+hyZBF1lrQXUI~AFwvwsf{Q|U4jJX{LH1Znxk!<$P{czEM{<Kgx5jfcm}y8F-Y
zy``&BR=x0So!ZW-&`?;*dy%?dv&gLBvsd9ejfE_0+<6?Q_+Q(dIqh`kG!~H_a#=PN
z?u<7AOlCP7f4mW3Hc`wQ0SYA#9z2uU#rJ^rPN<XY4N~LyjR2?(ytZ0C-UzU5UF2~O
zO%zQdt#$s&(iJmSyDKw6YF>G0@mjS(QV=BaO~h@-BFmLS7`{EAROE=dOXffvzcX5l
z^}=^YPS4>*6ZPrRk#MRc!;m}k_0;K0+v$yEBH8Mw)XRpi@|>Vp^0cLTbH^Iqr}Opk
zu}fMT2=4UK&J#iKVA)6=@3?&ZTG>e3j98tlU4mzXGV@e$zl6vl^}Zy#T9aTFfbU8X
ztV*OVyCJ?m7yHtGU{Q=X7dV9x=K|HW=ECl&$GIb5myB_s*`HdERmqO>k;PZTroEm}
zAyU&@cB)=nA(E+2wxMyA92W4Do*L^yQFso`>`=pdB_2G1#7JGwI6bd<Bwas}7*San
zl;7ETW1w04BOXzN0WD2MmZ-Xt>;f&(w6V4n0ccW}Ro!hTm-x~<vm`L<!YN?Zh29zQ
zx0n@H{5#B=RU*vtrs@HeBAIH0tO<Y{CMZ$hG81an@D8MMOZ2N=m1Dpyt4zSnru<g}
zF3B{1uqeU+_j%>WM0LF+yMU`?au!Mv04H_X9cMuqLT(j{0=Zi_1>|n||B$Ph`gh2k
zOC{v)nyUXuCFJgrRRMB41SN{xhTr<s@NSET+)q_v$hAx(<es4XS3}O))zYE}gPcx_
z+@PM3WEXPQzSL7vgpsQvbw#VYB7bmQeeCq4mT4>x_)c*O@SXbq;Ja8gQsf*NF#*0_
zjq3QdtN`PsK9`i_+m>|E7kft*==^Gt6ix3{FmFakl~SnYFH<$mQupZXH6ktb;7)bZ
zoQg0@eKeJ4soCi~1(|uO;xtNOJ(E67&u<<{(>rQLvNL|+I>;I66Im(DNIkAxTTWki
zb<sRki*?x35~hRiGa@gl8j_5uU`6thS5*s1hEbX`1%+8tfg>lDL^&hswMcYi<Oh7S
zi9%x{x12Ao50?U15e=JWRz%s;%!;ThUDM`^>y84jl#%VTm10G-l$FBZ%QyvtFPmnT
zvT}4bq0Xs#k!Rvq`px>0m(?~|J+^exW<g2NAAj7qGn;yqJ{8tU`a;V{dHrF-$R_oO
z5HmYSd#9O@<^E}U^X3I<`r-&O+{tX35MOl5mO3_#9y)&}xt)4jvM91@pie!K+{}B7
zFiP@wRUb(<1x5{Z&cW1NX48i4ATJeleB{!+R7af|{XNr6zgyTW(!=ySDPq<<>*?Vs
zXTM9BPGF+nRhrKIE|jr{%a>hlqpXmpMdV+qDra(Zw0&pmw|8PzNmY?j)O(hw=8}T7
zbQ7YOy3=k{1O3t2Mf+7hDTUprUem4JC`!Z%#%@&p;EZfFQIfG6b#g|cPM#dOzUE|R
ziLIzg{J$M{VJoWFbh8!Z(2cDq2L)SEKeUO|Rt_?6MS1AMbCW4-+ts;QvbXzmJ`kX%
z(RrJ?aA4%1+A3>@_H3f|9DjR8jYP>oa~2%WsG;Xoq(=w0dGI=VT7{)FR1Zr*d%Ml^
zAQ#)cRN+D@@`*_EjKcja_P34QWHpv*5Cam8bx_dQ8dD;Zl!J`MZg4hs>d;88rweFB
zy=x|Wn@op`dm0+C%H>)nJ9`4$T=pru2Vm!l+Jc>{g<L_n`|q5ByZ=7@YVPjqLa{AJ
zX3<`Wf!)_N@}^3iA;@s|N`gZ7F)NLMyWeG;ys2OsCvP}|oqVuohTF$`x<yN6&#-*l
zCs{Ec&z@m?e6nQ6e4N<u@wzjNk2@;Leo|+K@$vuVMskghOA+Ja6=t}7{1z?^KE7dw
znOjnNMP_8wVX|~|C2Ivo-zF($fpKvP9Q{7EMe^X@`y>VK{SZ-1wWIE>H(qDLV0glD
z0u1lDphV1gG0#3D$#%#0zE4f$_gwskxuU;s;Qt-YeSC&-ZijmGcLycr+zvAKnU9iD
z_*Grck?ow0ol+p`jOJ7<u$n^&S99RmHw;hds2WLLv`zI3xJ}(k6<(ln;LS}~?r&RH
zvB0#>Q5st3pv1h{K}PEm3!<%KPxd}TrSn@o9-3ih>icJync87(cHtD+Ta1<UrbwiL
zm+B7>zQD$S2QT7=z=IbRT+M@@KDj7OpZb1LMV*ir*&N50|C1LfR+}Ys@Z}AHLRSpF
z7->)4-!D={UoYCK_6h;`bE*5uNSKJ9maLeQ-d|vx^hL>zIVrK>q`L~tHie@G+}rOh
zFitvdOr*PUQYm7bbPZYCIT3%$rNK#mEHF-5I5sjd<6b69C%sM93ISknTx68qurnc{
zsC@0Rn*JN7&ySx_Ui~2@;k-R2=Gn8ffv23lGCopP{VFBl%9UqQvGxoPS56{|X&lat
zYEO(DPz|IM9H7ojdNw8CtC1)<#+`qzQeCf_6zQP4NM5x6cbsW_x*Kyvum6$j=J4q{
zGfl6jvSM{auXj*lz1~4audg-J^zx*crk7WkX?nQ>2uxHGZW{nhRKuvg{HB*-Tnlvb
z6`VphUorD)-MsR&$W~|P-aI36OfQ%od06d`?ZFD9NKlGNu%Rbal2D($Gfi)sJ(J#Z
zgXM-4F}-aQ)z#VCo@dSIZLiEUy=~5{NVkl=OqRXv4p9TMpu0GW)=(!U8Ec0v?woH*
z5iEtJF1zXo?Z04AK=>u60O6Mg!jc;=TZqBO!IKLktDQ(<%5QvKWTv`i7OAm&FNTRf
zMQyB`NI7#OpQk$L+`lW%GH||keWam*Q;HZke<=ZH11=D7wwPt$JT))UGNU4sC7i#B
zYM7^e+RLiKNpZi%H#f3S<6SFl90L5H&p=6mZ}uaKsXKfV?^>B4rLYJaJIi$XezQ!c
z?@j;ngFcI-B=m)x`tYF71}Q~n0Jo|ZOmTST+F9m7pS4mJ-j8>!+%L)IWOOIhfgkjV
zt1I@P&uXjcp;*;%B<cVM{wfi+L4m(gN$}U5TnTix_c?{m_WrCm{@S`F%~tm<imZ#%
z%N8z<%vTp>bKtMvNy^E=iv||;iR9~p?PwK=!%)db<^HmITeD@6CZ@MZ5!2hgq>4M8
zH*Gdm9K9`Lw&`t+mq*%V{Kciq-uAVqPI2zI#T7g{=Z{Ev)qwNc?twmc{)Wi&s;(qs
zwU6i2yGSy+M@OPicjL<Qa(|E%Ku_yG+w`=KvrSKHH`@%a&Jxm=3`!9-v~^-g2>u^q
z*BuyD@%+DcL=wnLAeEAYgd!ahnh<FL=`}PPEg+#Bkc2?EyLT5z2%S&@Aq$~{^lpm<
zkfMmF6qT<iD8+(`6y*zu1%5NL@7<esIrR5WSmw>n&d$v4es*@>JCsRY%EA(PDQm0`
zFOk!Enx4eKAp;#E&G3lH^N7hSCFVUiV#605u0oPG|0(&R!wWO*?r_R0Xoe!W=Z5>s
z^P_XawezEM!{zx=KFXg5e>~?$NMYwk_{>JfG|-HE$>Hj7d46<pj(y{Feu4vewvo2m
zm~y5wkT-B+^A7%bgnuY?+ynDKlnY&sCCcqx#uDYD@^Q;f+yC;2!f2B)7Z*}OB1>=<
zqE+HPmS}?WzlN^(WsGs|gq;U9hRbuOT9rm>cc;6-WmB>Dt8qc%(2Du3#O;@z{>owO
z92x3ua5Y|~KFBEkVno}@@+x)FCVLgJ^;VZrV(J1&;BzjSxEYoY)4G}bO=hB~x6q!W
z{KjO;3)Fvb3Lv;->u=y)yn1?*Jppqsx33cE32nl}bBpbbl?vmSx;S#fOzbq5j+4h!
zPjXf|rm8+p=6qtt5&jD;T~$<n%f8|XTL@GYOM1Cu70x0D^-p8v{f6Fe+vCOMrS^ax
z$SntTe=OmD^@A!bn-j0W$ij#Eb=F;Z&4CW8o<ly}FLY2f0x0sJ>Lvb+4yuMj&+wpX
zW(#+Sbs}^R52{ETn&m^r$xl~jEw`_+J~vJtDo^*;WFQwyr&O~!g{GUH!oEf^G1ANF
zeOK5=g>f>Cxx#UH&eTHuxdO7=+s271D<QkRgUdt@hHqgMtseOOkEkf?hH-Q*P>*^-
z=S^g5`sstfR7b{yaW9RV(zsveLf!l#q1awE{#_7gwt68pK~~rDqnlWp5*=+Vwx=lX
zaWbJJqo#JCb%e7}x|_@L=-(tHs)ktqdSs)>3s`|B#EV#>3GpIy3=dk~M(5Mv6dDg^
zW-wXqYWr2Qi3uKUU1PT^cX{KqaQ(_D@J+fN;__Pii7-wk!DVcsAUbo1nD&;vjTo>V
zAX0HJcZ9<EWPJZJ&J*7Wksfo~s@gzPTDfZ2M3W8nUNL2m!Xx=6SH&yAT_2hCaHdG2
zPt<{~qeOBGM_Hu~XTVf<(fiJuN+PF{KU#TO)jVmcXsms`O*Jvq-2*6KVK4-(eZx2d
zu6>rlqQj^5CX@>6VWZ^_ew_|Uf>L3ohG_BP9oA*j8aM}KlgsB~iCjL{Cf7jjayfC%
z-e#ZV!{M#B+lMO~xR&JbHJk!J=}r#sDGnbk4iu{^tF|!CKw9nPuK!@Cy_$4A=aa5q
zVe{$w<Jcm({*+Cu*#(=8y-4A%FXl?oyYT<z6mmHIuKAg@_Q6uuiF@pd@|lSXA@X%j
zA<Xh4P{41{3j-qm#kt6N4-Du1D4l2h-X<)Hb5!7XP*x8;k{AgTCXqmLW6nh&`4qOH
zPoI=;u0LLa<ocY~0Lh&>S%Ty?<0VM;DT_dI%B^_FD1T?~XpI~%As47k2-##CiZ^a$
zy$6Jlp&3HRZBPS>I|r61?i}ME7k6XcfEk5P+JYvU8YT9zN&)W+#$D(_M#0AOSBVjM
zlRDva(^DLL!>$2kZ#LVy@t%ois0=*LA_H&kcq8zljXCEHY?1=+5R~!*QXS&fMQ59s
zbx7yoH=pUo;qq}t7a<4izbeN}6weo(E^so%$a$bZjDYquTl~Tq&Q@{4&#s`)&P$(J
z&f$OI>-iN!%bS}(zlC!3q*U?i_x3)K5fgNGMPiBE6*<9&yU6<-D3FxkaS|%m^oXhD
z5mT#_n1f>_RK5U9PJX<E$_J0w)52*&(#8kLJvCN?%BRL^Q27*K9=vMR2<6v@KOU%z
z6b6;?nT;?YG$Wz%g|QMUzji$0NpX0seT4W**n^WeP$aba6E1}Ww>IE9LZILmEYT9R
z0tX|_SaZ=63&(rVZW+*D?7CF8mw*daHN^en_B3S#szF^EJVAomVT=MVJ5L|gS){ls
z#EC{H>^BttP)^D7KeTT#lWAy7IccA#EMuZ1mR-dugk_h3`4P)5W>5UZyD_~IMant5
zD)xPB@2Biz59QlaCU%;lCP*xMoU<a9wHy^qZo$fw^ki6+<&Z2Ve_Nw^m@g5u@E@+%
zu_`tmCocYOFIUm_3WzlBTH3_^2F{2;-ptts&RF=iGQCuF_|1+XBKZ=ahJ<o`1A1Ux
zIWX^F3ID4jUM!oj*Is1dqctB1x_6ALS-*2KAztf59r5}>$x{UpujM~tL#CsNI6bIL
z`7oRJYl6WOB?2bxXbOL20wUmR*54;c@EeB$xl(s|>vYs!_j5P_tiv0oWo*wgaG4+M
zn4_4g01O@?y8YMg3gcuNPc0@&7`*${EJggB5mM2wJ9cdUt69~Qo?Jem;jWCLRoBpP
z$BFWm4E2i8F!ZYCd3((=KoLhiwug(M=j}o9DIme@f)*%~daHq^POK3Le?K^H@1>-2
zGQzEBqoxLbM;a^`b*=D6F~YexkIn`Hc4Hk{ma?%#^ISG`1`+UJv^ybSv>VL0U@giL
z-u%kG(rjWHf*)P5PgjZzB_`0wQI;}F(XpvLM8-M$NRe{EPCulfUHITk)Yi)r<=SK#
z8|B5iZ|sdNHu=&BuOk<$g%izVqE00m4)m_hJE#V&SjQ%6E;)JB**@lFr1NlF%=DGJ
zKI1aTNBkMZ9KApSF_-D-QIK+ib9n&sSDZ?K`Aej5-<v8Lfcd7WCIaT`Kmmt<k!T5g
z#2E;4{e@$&m00o|y!>!|qD0I;BCVrYJ6gVYk9D~Omg}a0f)pL~utd>OFHNq3JUZme
zY`q3kFdt$Pw4A<XAER`{`ufB|V7VQqKw9rbk#o-8UtGRsFE94(uull%45U?Zn$M7U
zw6AYjG4E%4oE{gvqKu2gw8zKA7}SH}B0Wuui)q*G@iECr=W)@RD=a_m%_$TOkn-y+
z<6G}XfJ`_~F|i_=&gT@uHS>T1PK9n7XnGCjBF`3!D?tvq6`GeOVd?BNnR9-dGn2>?
zvq<@UZ_Y(<8al4QX_&PLPJfi9eczk&8gTjtPL^=`YtVtd@9j&LC+BQAVQ61sXiuQp
zWFm@7ZgJf-1gfDi0@Yt*V-%lN(xF80Stb2(@j2kGeQ~MyOcZtQLE5<~*5~mV)R<8q
zE{fX{KFAcw={vNq?wB~xb4lqw0<@VPmYiLNWxe#rhvjqFJcZ@(bS*6JU39jHNkTdg
z%LYtO4zR~Cx}e~^t-e6ZqtOTLYdoVkt1<1kIhn%A2^85+nsyd)1`JN?{B+7uTb!a_
zeSiS;rq$GRnWr|jLjL8d>w;<Cc>@KLUrVq=el79kR}#ZP3yIk~L89;XJYwGWh<U%1
zm|+tn`gX%2m)}yN?;RT*p`wAsF(I6$IV~_qcseZT^tMC#1Py|x0}?|BehM4;2>y5=
zI8qn{$7eP|w9uA>;BHVAKgn}>^hol}2$5({3Qpp%mmv6jT#E@ncEq`!kjO$T(IS|L
z<AA2Ude}tcbPog%K>Z=%Ttg<DlZSWE63zg|L&VIojxmZg1FBFD{{l~8n)wk5(J20+
zLf1GAk>4IE%8IxA9d{JYAt(Rna*mB=GGPL1c}JeooVP%)I<?^xgyojzqF;MQN3niR
z)$&0J>?s&K(($@j-7Ypv^i~{Am457@gytr8nn5!pG#|rRDb4&+hD<XL&yd#)d{re#
zp3=wB)z3B{!(Z&K-#bp>d~)nI$dF?<se_}n=e-Ev*9L7Nmhiti_{Ops`6VL@AIXi7
zpgY0<-zzzp!1pGg$aM2&{*2Pi8=!}nZcb~|JH)ydx{2v#(uTnHfDD;#KD=O53$eb9
zV~R)!a|ByfqV=^`B#xj=u2&In1mR4{zA%Tw5_E#mwV(d!AK~bxoMCkN(?2IN#BULf
zB!$<IKmC)O*_G*`lxj*0t>hSNy`CZ7hJTeCTypiw@OwEwW#Ht}Qhww0M|@10`$^pD
zEiSy|Vr9n)tMZ>o%+fhgj{Zsjr_j$8{b!OWm@vCq5a-o;`Aco+OI2Sr%Evff@FBgS
zFWxHE9CaTny`8TbWnvu(zG@5wx{~ax#`m#~x<2$7>5KPRoTG;?>D1dPzG|GV?ilB*
z#>g6ur<B>gYTT~jc*a)^>cI+MHNLOusO_spi&~Dx$_`&O-l^rN=cCUDeDM}P>1bJ6
zdUxfNFXrjBeJf7}y6jz}3<QqYP_|4Jvo7@M86!{wd<3feY0|n5yLmWVd2LFfc(R^j
zmJ*c7!k6aL2u`6iM^L6rbChFGv^yFw>>Xlo1K0}GXAk9EYGTK^v|gtCfTdriXTEFW
zPxD-|TU4*-i0~(n(k@e+Z0M*K-vK0=r@4CA2A@vK@<#DfmZ6+NYivCc_ktrivM+KH
z3`oWj!GL7w7i><Izi^GB&1q4FfLjH3&Bmg|#}@B!D&u%_xbp}~WfbilYcNT+Xy3vC
zizECnW0;8ptpM9QeOc%x+BJ356>rw>9iebOxh$kGGev4<f_JeNVUuL2qD)c0nWImP
z9Vy%_Bbip-+s?K88N67XFZQ)@Ohkn%MXZ8n%Ma1DW@yN>eCWqCyG>OgZxFK!Db%u-
zaX<;4iUj{Eb{*MBd_2Ta&Wex#H=KunN7{jq->0T3i2P1x%G(KtGUcA+olJ@POu`AS
z@s8?33HAMnLdo5KVTs)RmoImBuw+gY+sb7sV&Bsa)raHLT03%-h{>#5<oFOqfg5!<
zdnA^C<3lV;L-s&kXRJF}yUzGDe*_~75~X5nL(61&o3R^zYTRb5J6YaltTkD}3{%5s
z$C{H_JZ(*K)RFPT`D8pPlZ|0l%ZR6RY?tE64yF9^1MI1(8L64Qle>$4^PTNtYT|Pq
zUBO&Y!WL;!(My%-oJ^a9eJ{dmw-8;~+9xpFoCAVGRSG$Uf};Q^vQxBi-M-K{Q`yeB
z=oaH<Fe%+ihJq1qw5eQDsUf`W$jP9K{QAW^ljRM@!}yflV8njQBOrh@v}fHsS>9kY
ziKiQkCJNnP+}G97K{1i(2IEF>E8f#Bm@I>M(PSCKCL>S~b9?HYr>*H{pfB8DjQ9-o
zqhR)%0woG&Ke2x@e4x%Wb<sBh;CECMvAl<4k~x+kD{?@b>Ipw1Rt;t7W1G?^RT-rO
z7;9L<IEi#>IK>lXqh)|`78zjSQ;Yy(6V@{*o&v1r6fwWA<LQ`&NZ}z>iD@9N^mV+h
z4B!;Xa7B7oN@gr2)$3)}vnV4NNl<3fsHM$Ntd`tZCe-f}62=wK`->Avgaaj#?VVU6
z+dIkjVchmqCvu9+Y5EWJx!xWd2<z=qt|6_r#hgOx?NX3~#|n$s6Jx#263N5F6XMTj
z0XXhu9CFb$)xnXpXNp{O=P~Da7TtFT>Wl8NDPrvNu;?BKiRMLj54ORbwSYHD-;d@L
zvII0*{RKzgh|iIgtalDeWW94fBA3Pi-?NaE<P6$-M_lzt`PL)lTW=|kV55rP$mlfK
z@rIAhBV-QYXd~R=Ck700IF!FokUj{=4SrdSLT>m=bHne97iRM3Y9xw%GaS=IVY}EU
zv1XW~i&BNx#UT}Ds)KH*oF(^>@tl>8cp8ZP`LJK2Bc3|4Oh-JvMCiZ)_LEUr+J2Jr
z$#HncaJ8|Y1b%H44#5)sSKm)!+3fSm$ijVom)SrfiZ4bwPAemjPd6h>ztzN<mmH)0
z#sgXGigMIeCUOQk(HVzbY%0zSDpO8wEbUoxV@Yb!#xg3aWJs!`vZV}&7kxi2Th&K9
z?~Hb&`7HtIMRgnvm8GScS>)Z!YS~N#Zw8c)E(hP9>?%gAD)*F_-bGXqeOk9K8)ln_
z0=WU;eb7Qkg46GRlzKRfH&3TZEyp>240?@`we4Pa8*HKuFuL5-zLq6Ev_U_3jS~1h
z+W?DVlD+>~b%>ZW!Lh(hCWM+a(NWF%W0pvn=%}Im%$uNy{DDzubbX#BENPBt>y<2d
z-b99>^QNdQF(l1V&pHIAnpKXfZT&Jwq>cCdDBvRyWR8~4Q8XD#+be&|+LF-{lnz@g
zzo{%*Xihh3mX!e9!dVDE-j0FS>nd|H;e-gFz_5Z&08WS!`+kV5X01C_Tp6p@6-mE8
z7pgSkRUogNB@Wkb8lrIb(^{|8=ZvUTn4y)nrK&wuuH_L^MZpJ?+QpP&2sO#T7iUc!
zq3MkqMc2L8WJfJ)>#4#rMXev%8imkgIRZ;GS&o?My+s+8CFi-}QyiOpL_xPKNRp{s
z9fGS<83mRSd<zHWu<4>g;f^qI*_!Dm(t^~{VJ0@T?_B6H-Y0_`RyUF0fPqV!70xH;
zoJmuSwLgO98agRkhwakZzg6^I<%kkVPDi_#xk%-sYcf;Md&9DqKO<a8Z^?M6-=~Em
zK-tAvJ%?q7IF-WgAX2D(4HTFvQrPXg+@evSsUmJ&P6I_+g|;r=at2CTU)Cb!^i+xZ
zKAtL3pQ!-~2i|2}C~aL7J19qC5QHTPgCP6k!eD2PW4Vton3)Tknc7%ipPeZTYA_09
z6rAaaC1A(e7NsqFAa^Z^@cul#gw>NjqFoEU4V`GmZA*kW{NK2`$_t#w*t-A^zKLaN
zAvPR@C61OglL~0e=5`ihr)E3q%MjyyGQ?u+Mu<fkA(n$}Q;5yA(|jfVJIB#Dra6*%
zjKy*t>C9~jr%+_A+g-B-4vZ!8q-~*z0l(RI*;%JqAg9t~v=Jz>C$wpq-p#p6d7E?5
zrsWN=C~aDxVEBbLEw?v386_@%81|%cnm^NbE|!m_0h8{Bw~0QB9BlV87yqxVn{xN^
zhF$JnOzqI_#YCaq%R37lJrxrfcQ2M#u|e(3ccWd#@;dOi=lgx-9IOvygt9<kMxb|G
zs&XzGAe9_)DlO~aLSIr^a!!)h+$@jI8+&msd06-zXoa8d+m~1+R4HwXZVq|+*p1gT
zP9H~dG8fp<w=B=;qqVcvk>*B6=;+ZDGc?k9;OQo!{T--IM~~m32WiAFM|Eh#FLyj{
z#P2F{tnxA97YN4`We@KTjrbjmqJ7DfX3m6_4o8^jAv*7XgN?=E#g0aDEOI_M7B@S5
zj>XTgH5!W-95@#H#2i2hABJ0*Li~*JTSk{>j5&clX)sO~plrDOv5(7~izaG%1?G27
zrs%l~6xkt~smnP*4Sg!4KrHK&fp}N*-){~%Q=3{K|8b3Vp)^xBMWN)kW>_M>HFNs#
z8;Ri%n#91CfZl;g@`&l+5!0cR7~J3BJ1{YDFp=NdbF?@+oVKA_*GO(fIBB9&#fll)
zsbWPqV8T<y9w@&n{PCPBB88nQ;xii^$U!smR51oNVOtzmr}JYv0DvQH4e*2{0sr`6
zijA_pDOjRRrh+*O%0Y$W)`5}*^RPr4)H_(Bjms5;iiAxk;bKa_A_m6;&HtOxuNZw<
zVqn7TVI_yRI?BOiU)0j%%&AUMeY@j@CYTJ@u;~K$B@;cVYp|1njFfp<(XVN*nwXiq
z+(GRv5~hvPjx-O~a8?w3cQ}S9D?N=ZgGTU3vxrgr#eO9fjx;}Y#ERp0r;ZZNpwucN
z<5l=?@GeI$h4V_>c5;_vt(i>deb;Ws9OWY>S>8GPj8kY=`VmA1e&p=~(-V9nASKNS
zzX|@SqmMYh*D*->ku%U1fL9?yTyx4z=|j#+hns)Esk{HAp4NL#nRWD4wZkipwbq}V
zVnec8-K-A8do}A(r#3}YNd=?6>S);GXKaRMhXyK?@W1*N6wBsK#WiH+6UTc<Ag_ZX
zj3dni6s42tNb_l+$Ro`*{23i-wo<h>Xa=Yu)-I~td6G7?f<kZL{$Nv4?+wRZYl12-
z5k8MnxF(IbSbBqIIHwSjp!XgOkDPqN5v-W%(KhkQn~r@-8m~<FbfTw44WF87!YAL(
zhH(n{a-!;e{ctfzk=G9kcncT`;R_i>tFC?gZLUh&!FVzXZ3oG1^fFG!xQVHb;Y}t_
z8J?awDmAllzwX*AISo`X=zt?GehY{-yV2;1cC&CkYgyh&{Pch$McK*8UPjQq6t|7D
z&<o34mTm<4QruBwrJ4B{mS|=^1|7qzh|4gJ=(GoI2x|mbj;<mGz3Z6zc)QZuO<$?<
z?WT)d6*A~~M)4SwJ{R|yG^oN2D!x7JsBQ(Tl|2Gh`xWXw&T87H;?6Pg>_w(~oa|*a
z?Nf1gI15>g%hFV(PsIhfbfX1hiHsKP`WK@eI_6kr4s4pvVhWuVMA`>%^CdkCCeb=5
zP#>g(OKLKTmQ+hlb5_IotFK7MipCebOuXo^7NFH}$4N0SPmNIcQwdJ0xy&<9tx7c4
z$nSXd!iH%Q8t4+;PdNI=v_J|U-*HSg@7?GS{)|TYz7HKolovSJv-2F!spK9TQm8F$
zWSc4)fM&X>CT>05K#^T1K(mB1AfT}<gpcQIm-*Z-0@rYL3Q6+4CR0NMNO(7O*@SD}
zLfJHW-o_FI!rL+s6h3<7f(9Q3dDTY*>^|c-s(i+^B)^|#6i7sT<v1;NIGTrv?6&Yt
z%%9mq+J#zvz#g;~w|7klwYa=L?_+g?c6wA%F7=`K^(VM5P?0|{wyY0b@}#XAe{Ael
z;W2$T<SKL(Kj39j6>Wco!fvhT@r9#}j6KdGWAEfY#a?G@m}0NDTXZ__$c(vyJ?63Z
zF*gCNa@H?ljTppLrm$<=%H2ZfL&hP_d<AdU_2*m=OsZnz6avO$fTH!q^Fgm!oQw9V
zxo&N*3I)T)v~QvhdKGiBzD>0Xw>)55jZfJYwKx7>UtsBgE!Qo#s3!5WMKw`qi%Q@0
zGLh+kZJJwt7{}#ipZz)gn`5i;DOZlVb4u?H6ui1)eD>!Wf9C1acho2N?9X0khd%rB
z6Y~9I?@npGGqpy&Gf|*-V-ypGI`)z57{vRP3eHyI^6BvMRtGc=r-_y^l2-8%&_=<f
z2~0JbyiOyV2a)b=+Hpc3Xveu1yFeqnRW_7pgty9;JD1WUJmp^K6C&yd$1WekJn$ME
zxAa3H`aq;%-kVVXBX=L3=!w;r@GC;{(?4Swm&`hi%GR<@Q~4uf2#?B^LwF{CYz$#|
zOhY&&Tf$b88W{G&p_9iQYsJi8U{;~!gR{sX+%5YbmXDp-Fb&~Xvqkm|M@GzWr0^l!
zgX=~^IPs?AzsftDOhb6+RQO#>eF%HZqJ8q`P0mhWalmcIL**nV(~|NbQuvZ$s!6lJ
zH>OIsnp^;iW{xXaEd&jlJDiJ#%`NZ-WvrlJIGAPuW7q^tW6wOp=80)?DkzUn*<g7U
zC7GszTiJ3dFttI0#YCaOVxrJs`2_+328Q)Qw#+A;&z6J2WCR)%+%0<NX;8#~s`#Ox
z7*v%8MIS8Dpy)Hr_n=4>ul(*<5@bT*B6mTO5#|F$`X|LfV!}(Xok;uxvaw^iooJAZ
zViYj6kJ`Oc?Y1xz8+vW(G%?~Y$A>b0`BNFc!>0X1{4T^cDSnqv6F>g#NRF9`6du1L
zm|7D4%zWr5R@QKGh@ZV%w0Ff~&VeCYvgwiIxJB8?>E@am3NqF7e0rWMLLP&T6F@nN
z0wui15_#&F^i*khp8^l?dqf?|IP-i=U;%#4ROKSqkbHBVQRpY3O9cJ;xQUL=_!-3G
zjPgoZ_^3V2D4a!l<g<VBh-JF&k#f^Tp}(_Z%+J_1_sBV>jP%IIot-&K2-ei6U7Ar2
zKZ-SGl)fVW31^6)j}!%)Sn-{a+MGhjpe9hX4&j_Y3EY;Pi}Gg8r^^9XbGjUGaqxfq
zNYOyfN%H!c<xv869Or_3>l~#VQcM#<>U5d1P362s$~K3SWy;nLI^YW<K4lpx+mV{;
z{S4J9Wot4H%@y3>x>0DZfR<>ku%i+bfv;kTBJkDeKIRIzUzRG?ggED#Ll1tUd5iKf
z?+HcS2}S{QjK9aHuMd4ie1ubb``W~YKKlxK7Vdms#vgx5@n<<E_P2C46-inqrdCb1
zANm!WqzT~xl=6f1Exw4$hED)|g->}XzRxt|>03(<Fq&c!K9hAodC1u1Z?-IHSgTPW
zXQo&Q1B&bi?QZID1`4}cIWp|Ra%9+5%#riFsR8mG*H9NqvqmxsC7<=f68WrOjt`%a
z7@lq-F_0{ybnP&YnBg8V!%K-Nf&?0*Ypt(At?yuF=n~^p!wFhxMk1M8om#4Pt5ZwW
zZiTEFrfSEc>{R&UN!22SrE2k+jna#+fe`vlW@xJ*&iUW5Jn0CTg^{+SnDU?$-dxNE
z$m9=}C~Hv-w;Z&KK8YpT({#gSnxN4zoO|RVgC&~Wj-gjiOgG*P!Hz*Y$=*NX3Tf1-
z%4*b<dR+ug!wl+5Mu8h1(b3w^xF(Eu#)`Q1PCs$<dW%t_VyBcUf@m2DK-*BunXK@t
za{oEvN#`CjnKBSCuU8NwYdhV_Db||Is{WT#D64uZN9-S#*-K#${6)gNSQ>w^qT(oL
z7m<?SjFK;p?5OMPs9a~f^6u41Mj`k948e*&mSf3f7NGp<-#IeB`XEOFRbN%<;C)fu
z!Bue%h!tpq%K1;g&!mnURcN~bZ5i)%C(E~3xfHqbyq^Q#CUa)?Kz2FG8>24xUp@7T
zWpnoFXJqDs{sScF9wbD2v7z&<(u{WtCg^J7@S>?fqHRLkNcr0R?Z%D@B6^ggs$W}R
zl{bRg^GcMHZJkRw*|22q_q)62%KR*;OiRR#oRV?zPPiEaP0O1>CLKCtIOkeN=8BIp
zoDG#xr5Z|kTtjI-8WKaAItPahMj_l3&2nW@xYUCL-W*-K&uQjdr<lkTm@hSV<|?Z=
zH%<M5QT)Ze*{!`oFH8hK<qQj09w@J8i?a)BM~S%j%zj~}nmCJY&y}Zm=GYOfS~?Rg
zTBPtgGE$a8#~L_oRVX%Os_ZbTL`%a7D2XfY?uZaQTETnH+wlRnN+DC;J7ac+KO>ZK
zc~NUZDaN>>&Ow~xCxSlV{6<FXdrqb`<0?>OZ)wfA#~EnNxRWc_jH|hF&A5~+*9=n&
zG}&|gb)mFo#Lj@8(wY&6C0aA$X2><82uB4ak`r?AwSiR8uAOs{506)D?{p}MSYIDQ
z=y9b5qr8#ie9@vLGm6{~_nM*YhllY;#(uch40a1+0_QO{#lS<G;%+nKT*KR?&UT&Q
zGhVuOayHT9h1Zesk}#uGyez}^DPC4VNyf{$Iga?4uK0k*OH-~XO(+CtH*qqB%DOJj
z_m%Y~vgfB0-{fS9h}VGv5dr-%?qPhwxoB7WA=s35wNNlzLIBgahjEoZ^XzIbL8tM%
z*5Bb%wyVYdN)USkCfu+|Vb%|4$X%_e4cgV3D8?NO6PdQQ$HBL_wS9et4BuDa|DO97
z(RoaF>U<TTu+9^FZ^XH1Ow`YlLaXF)p)V;tI48;LYL-XveK_Zm*!w<c<+*=R+75&B
zB$yw}YZ_oai<7y)j*3rN2AF?d>qu9lBLwD6!9s(Z2b*pp0`s6cf%*IBJsRZOP#qfN
z+wy!2a=2ieD!LDJ7Wx?Eu*ZjYxd%Dn_b7RvXl_5qDDq_yxuol`B1}Ad4$f}r6Qm|y
zbm-|kpQH2YbI#`a=;U?e=zKG;)ad*Hm7vji6H0P)-g+Kh13!%q_~?9_smn3`Jw}&T
zG~f-76UrS<HYV)AnIKl5@F=1JfFe6Y6LvIbpx~@BQwC?iOc|U{%#;(hsRi;WS5X&A
z6Lx15O1|uZCGusLnLd0;VmPoNF@V?z<PY$O8R!u+u#}jUfZ`D3mjHTPuEGz~-<nzx
zk$y$-Oo}rzoE8Yp0wjG$jt2L4<Y;hzM~;O1L$Q??;g1LIBZa|zd}br?TLMC^^cc~=
z0;=Nc-my>0g8*7h2R_9CGJ*2<ahW1yxD;1NTKN+&;%QEQ6P<T3&w%o%G(h=xykGJL
zC?6`;q&i0{1*i&jYXSHN@%$o2fn(&;p$49>B~Fia{-$saQLsi$6-~!F_nXOtj_Qna
z<}1gTJc-yp;uJ#c$G{u-lEl00iNEMD#d$z{bhT=jczL`tLWuFsc;zzVkU-s32Sf4_
z1RMhOdz_Vk`foEOP`^1-E}p)s!mnD+#@iP$epjKsX!}RcScUV+A^G-9nU-rjw08*Z
zYHEr@!dceyzBg8t!?WfrDB*u~gpOr1LcfH}e8?U^g6<PqP~S{<W-E13lujme+;o;i
z$IbZ@g5e3X<kg6b(>+71?Pf{nO}Y^DzB&^T@r$B&rt@8E-B}U^C!-Xu$CF$vU5$8-
zQ)o?3+NHwpB(HS3#KTNyuwtr0iSAli@J-0kydEXGQ$3AoSwmAzg4|zEb#62Zq@X%x
zcg|4eae*`~&teqqkOI_li(zMr`K4$R8%B$mg};zXE{_(QRmiM#{iA1u!uh1jb7uK)
zxql^cHC>P1gBsAB{KhPQku%;|No>4iZyzH(UA0JrIfJR{4X_XKXJlbISn%o!U66i<
zvwDuHKjBm|^~XpdziOs7RW#=KE2f%wu<#8~q={&b|BW-y9Di$;oa4WlCFl4Hv*a9a
zYJnza-e+AX&GAvQK|7k`qp?JDeDrLZ;{zAqKp;^5q}ad3nJQoxR!+X)nULpP;3GI5
z<-rd%wm?DpKp}MAgi+p@<?L@!dNGPb=iO#&==??g$Ux`aX3Nv6vHY<C%;7Ns^G@)i
z@hc|v3*${vho70v0<FtDXA>D{oKFT?!`c55Xp2z;3N!&aQ=s*q?`#|M4AS`kZp>As
ziG*J6T*t{2V}}<wPb;fAnU0!X;}lx;_X7nY0{UXS(fJ|gB2fN5s70V03Wg^LDAF69
z-*B=Ak6)NA@%UwY%J4XJQp4jgZ4n-Sf40QqCh>&FO%%f8^hT$NOnCe#coXsX{@F5e
z_rMR%<N2$}2o$;8h<fJ<aoz!a@u=wz>PHb=YYvnsf@{rrOaymW=3L<;ZsCf}WTh=u
z=W!d9$SCrPKhCvF#OeF+?Pk+M^h(b;EW)lAIUC6c<9ss0n$P){2pfs*QiR#&Xc2Zt
z0J`jnbRJ<(F$Fog%w%+lF6lNtC|{(c^Jm8NGl!EY*k%Gnc8jK;6`X;lpXGC;6KBqm
zPRyMnooH%-oXGXmh0^qM1cj3Gj$(<NcT_r0VbjknG+d7`zA}>-z#0TGPkY3i@rXH7
zO3Wg_9|$pb&BUKg-WE;`XbvZF>t<@0a@|Y~Q?3J`fhpuKQS5)=j|WpCg<(p3W+P;_
z3xrS#8JZzb3BQ=U<0%f>2o%1JlPe*c9Gur_!E1=2Ofyn*6qh*1fRd;yK*=f+N{)XS
zkX_JR;34(>=Su8Yo>8>hv>DHpt0oR^cK)RBhceq6xz)MWOr{n7_pQ!3N_!?s!p5$g
zLa?#@TzP%Awdo05pIx@*PKfyWPM2zenqRUNQ2e7;Ahn+S@}Mx$euwjEWeBf>i$oZg
zLf#lWR|3gQ&PqTsZLS28wz+b$_f-{c)Xo;!pExU3v<(9RMt--7%<u9#a#%h!R}M>g
zw1al5U#@R(53DT*<2o$ie|0d4Wiyx@j4XVFwnBpLBw7RLTlFt<GTpS@0~C4Fb{~I6
zaB>&)7d{>oR>eE3`!*N=KO{t&5wsjO*K_N(^JCl)WPN$Agq$B^OI+IxylH}*pK*!=
zM6WpaDkeq%KaryGs}MC;IX9u7E1o7a^kb?C*Kdc48Lv5~gmE%?|H@o>2e;kp&S-0y
zd1A=x&N$_XdCZy^HQ^RU(ducJZ~ubm#9zoI+tB4(uuX$^oK-~n8_odhy1AmyJI+Y4
z_zh?I_^Keq>_|gz?XK-Z-n9+|lN*bBZ@~8yVp;q2mVAs+Q@d*$%~|NyD3_&omhRd<
zg{(9kw!{)mhb`yPS{CMy3J@AYTfxK(7NW!WL2o&yKHh#|Z-f2%%o9!C2Kyy*Rmgt5
z7{y~hx@+4N+Vy3>>YC}|;!~mS<E*CLwe8Nt%e%H8z2ls%*f`lMPPDtWV>k<0jmy$h
zrMtGd$Vo<<fh989jDIs4+_jAq9S_02jz^ySGG>`~fxL>hkERL|jG|q$&2Ubt=rzjr
zz2~eazgA=7M~7{nC-hmVviRhPv!O+si#Vs8i<ScGFPZQrI~_B_TohAi(_$F9Nc)|`
zs1AXI6Z1sLQD^^{?MUInxsYk>z0*0vpV7dE%eUTB26QG~`Gj+NHaeF$m0b7@QmA=t
zsGBMpNaK#FCT?_Y14Y`0kcQuU5TwtUgfuMkCDOP(kC2AthRD4F$A+c`2qEwu>oN&w
zG(wpaB#p5|LDG1>%w_SBC0E8;C*gie>A<*t67IKj<=RnTJi{n-zoolZOr&fQRYlGj
zSODqXi-{jQK4`utFxo&&H2J7TL?DwXL!uop{Yywpz)BPnQ|1f%DY*VJ2q`=ylDJ%2
zkDfRU=ellAmU|Ms{^BFP^}YltPE#Gc2UEZ)gdrCJMRt%jER;y!$hpY9>ooT+nlFLm
z0{B1PgL#*8lDq?Ed6Y>1oO97Vm?=onmqXgJoS83E=Vv%C?T9XK>s#AoY?(Q~3M$|=
z7@wjjbAH&?%3qJm1BT+1I5(Mw0+ZWaH_3+kjwe9^?P9K?Vicd%7C?#Ov)Te5@u^>e
zsVMT#!%>(iNZ}?-qUipmbE47`h3G?wg0vZ<XxCwUcsJ=1+^?YRjfo$9*m;2`NGpqn
z7o2tU*^6^hs9G9}E5WLMN5<#mH3YSxNFB96e0$N^Ev7S4c%&vUh56oQ0;9{l4gQFn
z*NB6D)K|uFPGkPb<z$MgX+V)Zr1@tlXP^LGyg<%B(-z18buExP9a9VBXRfs_lqR5e
zP$)V00G7zX2Yfl0#BkV1VgL-&PUl09n3EncCrgPb4}cMOI(4Dech0rpG{b4(K;ok2
zYCD~%x!O)A3eYd^bUs6|XW)-#r-Kx>)4^vp+Dz01A+*zhX5g}n%gYB3UvUQa;JXgm
z!90a9hQRk<SR(w^6;}j8B1^GE%V9el5HwRZ#s-@$F!n;&8`ukNmwTb%KRH#!KOcCg
zgO+@`7xH5iNb(m{)$-^|{)WWhil3e570w~2{ma*#)68Vr5N-U$IbBI)^5ll71E<i2
zC^27dh+6O`aW|cxDbI2Wj>j<0LoOMVFSk1rI4f><EbuF1)l}`PHt-9zSf<zieTkrp
zE)||1TUAu7twsuW9Tk4K;CT>fY=E}Q4G^y_SD1u+xx%FE7#$+OPLZNrUDe2{qZB!2
zS7HhOt8av`Y(|2EkcAKDrby5|WNd`iax!g%wgE+Mgm&;}xDkRM0jJ*6PZ(_X-VD8#
zFE>M^9nJpF=gZB|rT;mFb#1=f^c+X2T(ecY8QS!G!YQ;G#`PT20xddF?78U-5E*x!
zWffCBO16)=580)QyfOi!3!WA=U}UOE$@Y`KJBNjFGKIv2e7Oh8cmNpw?|iZ70buw?
zTt0?U_@9iT)zkJs_aGnv!>5r+2tSe&=>^1cQ&Tf1q{453_0wKFM5g?*l3JK=1^S#q
z+W<Gb`WwE`+r37YwC&OFOa}?{EC1=7qEvyJ9<QS@qK%r`_9)U|LGRMfBZP5rx+!Rf
zlz`kcjW)p&O`}Z~${msgb)X#*S`sF7upjM^#{B(H)(v_H*6p@XG<XQs?O|w>PX}D#
zT^Pk<UD_dafOf&Ub^g)113lIiNspYB<A;Md^H4D?qHUU<VJ%8qzW&JhtTKv|y=<v%
znnoBbWJ{4$W^7=nLDbDc`z9CC$&_v^ktyB(X38Hd>OTZ(zEzF(TL#i#EfJN%>Pl}c
zX9`H07BGs(rg8q!QP%wbk4+thP2Vk}R*v5R;vQ$yAgRM5)}pj&b3fIg?B!%Hn^urD
zcNr{3d~$JmsAW8%CPyAeZZhfzSR$i-@NY()Q}&;X+Q=V_`VB}E?e`l-y=<tZ1?ojc
z@fdaCgU(UbFa94!on%Y{A|(KfdKbh!&Zr^MG+(k7rBTlXs1uYwIN8gnVY23ZgGB~v
z%I?&_FoUQED(sk2dTGB37_vw=Z77z=w4sasW#~r-sxI?PO-uTPKs8HgfMWC|31?EJ
z4yW`x0>2a&S6l5Yl0sDY5CMLHmNSrz6Bo%FC8i~}yvPn#Ygx2~me-LBZH+}f7Fz#U
z&)jTFMm-1~KMy5sQWonk**nA};v>F%)#5tS!fO03N(z5Q3)!tUlRJAl6{`&8477&j
zgs3N!bWTPO#-t&In$^}YQ%wV0=b38a<~|1~Fc*WN2wWF(1_IXwizK+tStP-A_96+c
zO)U^A=3Ui=61YByLTS_;!V-nXAsHG9Ulk<Gn--~#_Yo6~Dyc)2FSvTNar%r=;4*2H
zx=!xmO?2$x_r616ZxuCK4+UOFhQcYIp%7_=!e7`tg@WH=ky}-LI_7(%@CZ1=G?YKI
ztt<u>J+jH~r$<lG{N65Ft)!GQG2q_4I;YUCs2WgYw~W1eQ_e-+iwCXnB(K_H>AfiU
zKknW8a!!)h%Pf!f?xQ#t?cM#5qN6w3yQeIcd-oL1Yg~JCakAXJXMzs6dG{%cHt)CZ
z^!K-Dn)fm^r_H;`HWYW<z`9N73=$fm-FqhLK=HQ+OB8>57R%jx>G*r5mO9BCe^-iK
ziQ+*mHC6e5_lD-AW1Q0DA$*(!=A?sRoJ=~MTkK;dst1wR?^?}>KrRIORLy#5v9CFZ
z1>P@Mg#zz?i^br&YEsNOr0~Ey%%t)y`d^GLx9HXCt1l}LIN6voLY9D7Jy<DHf`I~&
z2R))GqXuW7po?81gD!Z947$K2a>_8ZK(6B|>OyJC=!rtfWxcROF6*_#hs#I|-@T9+
z*sali`~{Dg7d>KLEG5P-pZ4QrYrwje-$;INC_7%Yg;Q{7eJ8mQ`P#-jB468>N5HNO
zH|8&){1o`(*_b1RZOrkRjW)H=jNF*l04?!e+s&rxl3{$m3rqV*TLNffqix_lEd7ap
zI^Y^ikT)Mo1k}F35}}J4IMdL2c8ca4{BsDsdTg<=J;y$Q^c8Y@zO%WSp$Jrsx>*38
z!fS4Yi~>KIy{bx05jWS>Ohh-19Z_w$pZ4AK>_QDfZfEQyAbbm>kmWWn@fWun$4<1Y
zD2Z&T_OaG~4>^wGpA-1!B>wpr|D3`<XYkLb_~-K_Vo{>nDGUT?;jQgVN|xX;W3+g*
ze0+m2AMJ?^%jZRj3P~ZI!%f}6*hOvj7mc5!{De|@*Ta5b6isunu(f(p;SVTY%9JU9
zgNAhz`uUcB@r4ReqEE}_A>z@eYKS=Ba8hN_zOC9dyr6UoT2yUbqD9r_B^XtgQtR46
z3qZjN_~%=!b{YSa$N&1npDbG%eESLAfNb-KWgb1Amt}h|Kt7_%WC5y7mcq(5>JavU
zvP5MHWH2hNo3~hY`)-JEw~VbPE`L!RDn9OBT?yjdhYaQT=v*sA%kT=*Ylws|n=}xO
zI;w?A7nDopOe&C(^bDhDFF;WwWxOv!MgBADZH0441n^5Ib&r`$sPLQ4>Se{j<jF)&
z4yRC}$59|JOip1>;EQkr)wkq@$@$&Xj>>ZOP~Md^v161J7KjnAK!lCyu70fS<otBb
zy|qA|b8jk;pX+e<4T%&J`i68-j+Nql*Nb=G<ftjig;H!^c(Lv67cxb;Q;O}D7u%24
zD7zB4l-ZsX^k3>xkUsO_tAn0bugK>K&qAc`TZmaH0j(NYsl75Q#U)6DlwN?>uRDr_
zeriGwtRoktR;UdASI<FV*}PvVL}tETO+tbmJOq`$?57S_+VXw@u&5?R_E&pZyDk;`
z`l}6;?))*G$9INq<9YmE?-bO4r7{IY$`ObW1>%bV>hIRJOJ(*c6@_t~p61dCf!BT^
z<XL3`Cli9Z`EG(7HekXm#Z(PGW&C{@r_i*bF2(H8Q{vKdYOHn9(xT_pTFMeG7U4yB
zKBH*WV7%f_$<J9T4}hsNlstmY+#ae%i>fcEL6%mcqN-MDUv@(Jm@%oDo?OvpkY{#-
ziY-u=wXMTE)}-7v?s)+gi5;9wn+~I<mSx(?S@2LeoXhg4Z~Ttt5v)L~{822?Dt{FE
zg&(g<!f2p$5t<H0BN%MMVD-A$wlpzh42+5^^W{?9jfT`zE^sZ#h+i;@M~h*XBBQLI
zKE{akH2aC>nV}WqZ$tgZ8BJS^K4(n`OCx)N_$H*vX5}s?dl^kjC;i4*2zJqTpvx_T
z?(2hrU{_h7NHYN7j}q%r)auqM%j9>Ut34kTp;Y5l0BUE6oDpicVv2Tz>`D}8M6JRM
zS8A!MO3NgKE4xg72f7qP8IugW9BAqY!7^?XUH1_$skN*Pm&xxyH$)-i|NdAa|My=e
zQ6BfdTo$H`QfK?{e!En)nswYVF)UTBp^WEhk@LqeipTkw%(9FW)fcHvf^4P{^x|l>
zj_&+bqt)Q}9H{>|=WE%kQLG7JS?@{^0b|qw$}CRya=w<mn!#BN=da{sa()p|nDh4p
zOpO+&$Ep>r+bIINDSLPoa{jGJYOD|E@8pbL&esx0TQ%nwm2$quu*@U_op0(0IiDLv
z*Bx?jHOtrzXx=}7Qpo#Pu|(d#`dII8pP<h7;r*{NLgLCiSmrPO&VaH1Cs&Nzf1go2
z?q5GCB+BxeFZa^~+V-pBfU>l=lC!AzDow2zU$OA<fuQBh{>K`VH#)kdtIsPDP}3O8
zn6EL0Q-qx3LOF{O2=zFb0--igd<H^dAx;I|ly<zzKLtW-&gc~gm84cJ3*{_OyU=?U
z&=_i(WMCkeI)Z@^&W+;nz|EbbYFc|0%4wh%N})i=#1aKUX5r(eftyp*1?E5~7-fGN
z;Y-PxEVZmf$>&O85GZpwMdud4oh4#zu5gjkG^>9YXCgg|q1X6Dczn6ogpSIKdQP>r
zMZ-kAp2S2m3O$&pZY4rN@=nlxRD<H`twIr^svTpBk;3uDEUqbGpmnM`L^;CAG?mQs
zu6c;FAW|vGajAzb%4tsbs;aH{rmCKA(r{IDd(hte2b4(ex`rik*EQ*`(yR7Nc!1xe
zsXSd>Z1P%Bl9QZ<Zb%pHW~c!|EeL5WHsz?}6w7iDtgn9L!oOKJN>xn@<&R0(3ZmbB
zb*L}jjmT5$>b~REr0?!O#&@+*Bl2D2<><T0;-#5t<CqFa<_`RW=_#jxuV<>$l&5%y
z$O{jUk=Ja-S(pPmak^Jk&4H$>9tUz&q)nE~j|vS&iR8c`SRw}wS^gN<^+0o=W1hOu
z<iL`U`RX8xGL@@GuFB*TU^*fyZg+(j^_e;#ggqgR;L5j8FE!B}WReBbNj2+)<-P~k
zDwItQ+N3$?okeQHn3+iCW=>~1U^+HIh_xXvC_7DL%Bg$T+{RhJLE&P`x{!7yXA0Do
z7V*>ikRDj<WKrJYeB`h+k0{MyCQ%-Tan+=GG>4tR`sA>)SR#j=eVoJ6mWzU%xlalD
zwI{x(B9XACrOenj9+8(kA}>jiiUGZzfsH2KR2fl#uYGO_rzhIDByj^FeL!E}9$28I
zE(R9JgxHVN0Q~VJ#E`-gV&5YJZT?5-IS6P*f6=pxfQ{5Z@%$!d@GzbsfHioeEgkm;
zv=^O&=$ST2pJIuS{zzPf3HJSlB|-o*aJ11(eIH9S?kAuEnahpT81@dNkCCY{NNCg)
z6VAiDG=1ItP?51peNKrkf-2Pi$Re5FsKO}P3!#wTXf4_wR|CbU=J0Ko`>WMO3TG>U
zw?ZQ=CX&3_dVMXVVf!$FGQsgIr%-~UPmxS;^k7dQO?NvHzNE23%@aL0fUe`&L($LS
z91+S0<UAYnVWYZD$z>1dbuVjnk<1)8i)3me=ZNbCWo0S0<p$f4NY`*>e<_aLj03+k
zYSI{i4Ct`opt`Z5Z6ee)@(p8TzJasL`MGnEOpI6Cs&?#wb>x`;221!~J>P(3Gi<jZ
z3!e$PB0+a1t+msaxkf18a&m{}?g`c#MPmPPS3~6%e?qB->(D(+HH`62H9RPisRq)E
zQVkP}#56y5d(kJ;37-Vnq0X~@TO^YXfx=6%%e);*I`rJBZd5{%PuG`{4)A{IA;rW^
z*Huz?L&TZLv`ucg2Tm}a;zDq`4r<CM@XCJnL<%C8nBH(_dC|FtJ45NkIAnZu6EZ$J
z3;BwNNd~&LlR&q=Bi3Imej>1xTRFRQYa=1uy66?PbtJi!Zc%4q%QUI0LR@-9eI}+8
zQn(l6xpL&iv{xZrF@uxISbKhQ^%1u}R$mf14R@9k*I!c=Wjf~q*sUspQwVVv0!8+S
z4%(I^y9X+}I2XOuw@vtqCex#06et*8qL=I@oQ935iA*oqZ59$-7YcbwQXu3hiAg8g
zO7Sl0x)2h(ifz%l@GX{TUHDc=;2eoTMER4;Fl6xCY_GosE4a_Fs4UjLt@c*_;;K_@
z{LUymHYy)bRV8!<>nSB1gICC~2wWk<!c-lNSbhbD#Yy<MYxO}P;R=5)<KT|(IB11U
zQ5+<#z&MBzJ>OMp$CO7h4~Dx;U)+i3Dc!h|UU5+6fLcK;+2AUxbmm+X2SYi9;^0M~
z$S&kobT3dcIRk}2+6pZMpx_k(@y8&$XChMwj9)<^V0lqYx~9Tj6Tfx)+zJ^6CY2}*
zc;|FgC=9k?dlUxSu|#38eT9!OpilSw@;)GO?=VOdhmWgcl%rg8ihx6m;xDSF#c8v{
z(Bo=(G3*2!m7ZrDa(4J!3xl&-7?@<B4bM;*Y!bOA0g7v}z?mo(EN_XB8*rI2VQlYE
zQE`o0OC*1!mSvN}Lu{CWqU=fxiYj8(M}YXwAejfnJ6u7UA^NJW{z~vl;4@99ee)A&
zYIX^|cd(-Ob(d8FIV*)nO-`Zkhy#l3nlVkZ;#?FX%~xtM0tKUWW129LDMp&Cl+#4q
zN;yr$td#L#(uv}O_fyw};v)^)qWDP162(XQN+0n-V)(L1Vql3T$msTn$@YlJE+wW4
zEQtsiTNa7ypQ_u!X&%zdOycSnX^^pgkp>y-!vuwAsIyUQ9{lk@Mx-#vh|g>UrCNdz
zI<|sl<ZGO7_9owr5l?-g20z8|7J<6XI2{t4XoPbFtw49MM03zv7$S!tY!hZr5jjmJ
z1zAD<u(27v#LvGr4_TJdGC(B1<%$&X>*oiEobzfw<!w}jy7d}31kX%M7zNG+JM@H`
zNsrWOLVT(Ipzwz>n|b3ab%mK+a6vt%{KBM2`1e0fA^7(T7#%+d@*{iVFOK}6ZWqb#
zy1FanikWUWio;Bt7^VTm68gn*R+_`3isc+$shB~(mZjL5Nj6I*aX8YIqVz4r(9@7Z
zhfls#*nd@B;}-~3#iYF%u?lCA%fYuRB`jF~huYlp{Sd4m$Gsa%_+K6MVcCrO0+5Bz
z2H!KI$qhQ8zFg$f{Yj{AL9s-A3;7d5ee<Aefciw1Wm1S$6icK>x)9O}ES5;G<VSU<
zHMdxTyzSn4Oygn+<Ym9;nxX9DWLmG*yg0dq$hohM6(5~+1uLcMmHcti6=zZ2<rQhy
zdC1eGw(B%i1*AAcq+eGZVVq1O^iZ)pno9Tuj;1a{XMcg!>nfLzK^6WDqiFT~#V-}B
zL|MNqmS<CB6FQp$oAkY**0j2d#grRrjrjXe*X$@mTkQujFEH`)97;`br73@LvR6N~
zAF+JES?C;!%krqYHnNI#cQI@gIG-lSa4gXT8NLc9$abL^E(D{{OfYi5IF!(8b6a&j
z&UAyU4OWTRU%_gPP@W!EG!*MGiY~C{XRc^VE%9p|S5w8?W|88+XRaVL+()0eYQ%Sh
z>W?#Ad8ue^)`B!#kI!8hN>@(yGMpl7cH%7bRwtLGYdh_nD>-r)vXaS$V~I>Q{9jC_
z+*Q>eQ?!X;Gdd+=a8DK2=EXJ^8TZs-ij!+WAS8=XU|!bhTvZk`x`ZAJR>|3G?kb5u
zO*PSdb5@B-57dLgwKpR|;ZG&zNJl3$5w{nlhb~JVA0tlvq54PCghTt0*Rer@90ym4
z>wl<iV&)))&o7x=Cwdb(^H24j@;)b%^(T4PJjz+f`dk)SAGD_x{UWlG^}ogvS^w+D
zSbq}GF$0_QP<5MTkL5Y8{o<42ka%(NTbRP{^XAd)${j{|J;xPeQG!-OYkD}-a#3!z
zG<ez7(%`%fsr<xhH250Py^O26Xml2=&RL|@Z~U{>n_;VD_13G!^dDXAVxB+>xB6|S
zs*L%4ey(4XXSlv(^;^iuYbJ3PvO1TgcY&<_BC?Xz2V;q>K6th7Y2wx@mWAVM4oQUN
zmmt+xkHm2viQ}Y1!gn<Bl&qB3)6T(El;2$3`c$naMhCdk!(U@d8Hqgs=#sK=Csvj;
zshOQ*vB3I?$SM=1r^6o)vO)?&R`|?DAO%{H$m-lmiL5RLy4EIf{6cu@TWp&a>@RV)
zrL~|I+Lq?GbS%;6x`CxTFe(9A70p+a08|>1Y?&hWt}Aod;dXvvNe|Z(;$V<#n6d@6
zpzvD1T7s%gi~`?0>sy&Fq9uvT(JsGb@#CKmKL@*hQaG0=I5Q<xbgJmuY9><(BtFEo
zK{?N4N{DrtQwU<62PYuJ`kXxh+eSKIwu*+|VX6Q7vteRIn5&&~mvP8@M5a18=ll;k
zgL$^VHLQC$dMqHaBTP5=i|E!eYZ&0FS&B8*%!>Io5!}vI-U_B7SuMR7Fx}=$6*|*e
z+&Hf4vVHfei*{{XaM|ZRbi&BeWXjz+uPn#uX_1iNvUz|Q){^6LEUJtD)qxn6&CAsP
zkeLs>vq;dLZKU5O@}3hAv#*gr%*mh73ujrf%k;uorgsW1Z;b?Iq#FUV`>Q1|JG@{N
zAgXBB4C}--5}hqa(OfwjZ;Q~`>oKn8qMC4piFaaLt(DcBfpA)KW>+ayDP1{X2;B7P
zK6Gb&v1Ev=lPuke1vIyli=hc>hes6+wV9+*e(yw_YgHI0)8OB+M!t@=v%0H+-^U<D
zq}>*^i)y(1l~cSG!fq!SMXRm7l=l7_iQUL-gx$bwS8BMLTE~JP5?~Y5pr$J-{#y`W
zcCewib{*&g)`pyuH`R0%DnD|vSC_ThG~aU;nv=OKy|?tn*&}47Ir%?pp+s}?f7a68
zHf%jc7)_yQEEtGjqWw?09zNc7_iMWv`c(o!V%=||j<`HE&R-npBL^ATEdm?Sg4Sa<
zeBDe$JnL#2WHVVUzOJj8$7*U_S9E-1sQx&sY4?FbSqsu?&Fewr)v4#|qcr2syiBKE
z+)3apXgcvuj;nk*GzA%e-Yx5aOk}j4SR$kK{0E~Een@WMf=`2R&(M@wwV`XIPzD$_
z3QA!r_>0R;Tn9x(hZ-vO>>d>)l5DP?ipn@7ZkxJR!idRhC5$l1K+QAP%ENd*ag`Sz
z$Gd7-GDShhh7o~WCL}VdSqHBbO<=l;q-l!a+j`_7AhB&N#&S|jCQ|soAIim025}#!
z&`7^D%}yhIidfjx6{+mz43r&upHnD1bQCDE7nB{^x6w66`HFK<cIdxrwd@cSJYgm%
zI~1P~HApd$DLeGpTA3X>x>ja~-d&5?p{L@OFV^m8+Ztr+zYc5ClTtmrv$}qWbRsIQ
zgZ3#vLa;;u5+XuI!g|LCmCR%uZ|R!rBQTb>a-}NuvARCV6PB;dD6stDPXWPHJVhk5
za+Mc>+g+2CB*r15qs=-Q9f|8?beLqIU0bay9Ubuy7?fq^+%m0DeVun?jK(%8GSb$`
zS*}xCSHqZANao>Dlj~;W5~p%9#Yp?zt^wjvH&<s7+sYLs#`SdvDU&%D1<C?Wp+K1n
z6xksPlttGehrOP2QJ}0|rv(ZW4Es``{F3eJr<lkTC@a^=K$*Kv2Fk2;GL2}`iGqT6
zQP+in;=kAy1;rOwqM-P~M^KOyzPghX06_?OBfj%U`Q9Vtdv7V5U{`@j#3N9tv+Lz>
z3OYXRzP4IJy05L)l8CRZmQeR5O1%z$JWv-Y4C>-D8zIIcAcT^L*bKgiv8$VFOA-f@
z1XWMtGD2YJeVqMh>8ywYloo@*Sfc5wIts20p{he&)Eb~}LwTOOFRHgElUP|S?E#~s
z#(Jnh-HKi>@op@m7{|#;V#!ojS#hkV>o<jSlpN{h3b&X@;!1DV1!W);BO&e(P9cap
za6Lg>CE4_3;pC^qk~Ehp(vw|7l}Y>=4&N}&O@7S)%@N$r;jFYZ%v&!<?ez5w*sd$Z
zw#s0mL*$ZD9IrACK((Qzbr4M)u1$Wn$?N^aCv986m$bMHS`2!wmzl&gr|W4CfCYYS
z)PIL1{I3pRv20$cGmwSP1-+4=d(Qx{KXEbv*gNYbfW6C~P$uzL=ow}b2Pd@%u|8Ta
z0W0Z3fOYbE30Nmqc&3HND*;-T>!<Y+yM}D=((4D_jFDNajC{JfG)Glz)RBn|l~Ad4
zZ2+$ql{&mOL66#=b~T`CstK3ghluk-UGu{@nIfk429{pzwn3&BdvN&#wYo5hR!>4y
zO9xS~)CCuJ$xsAQ!B8iMyXslLTQ9DRa#az*DXt3f!$E-Ag@(!+M16*}A;A{q7)Nok
zS7$YdI)bwhMCG#deiB4=AuG+BZY<Hf>E0kAYBc(aAS#*(CVntZ?rQr;@!rVCn{JSG
z*#=54ie3u<cfs621}k7Hc??F_bjec0rrzd?u8=%AW5i3T+Uxq#c6H--fSAXbO~a^*
zSWD7ulwsV<$zEpD;OQ>Tf@Ujv70@YKf%;D9^f>a6y*|Ja+3SOUuot`)@RGPa1<oT6
zj&bEEJl+I-b7{s{*GtM}-ZI)txyUGZr4UEhd~c|Fk1<Iw@*6}f{$TvA4HArSG1QHl
z8}N{Ou~<JC5Y3@Mu5zNy1Xmq#zHN&LQ=4*6{RIYdQvvf*>qwf92&qPIgq{-~skIS9
zy0U0D(N#a@CThdypf9<41XmkkP17*15LT0h`4Xibe?|bL1E&xGX$KVW1$4qds?TyR
z0wDc2Y5)WZMso&IHIWH`^xY@{NV|;^fVAEy0f<Q_f)2b-x-OJ|%g44TFcxBo0%PGu
z8b}HsNb<Uaa~|C0NS@-#HAjSg6{dpNJH-_wUWjn_RJQO=U~B|!WEAb<14M_bNQFBw
zdt9&<C$A0(6-iIKo>vYqRv960Zj=%7`bHTcCShpY*EV`b$mb4MT^S*qS)$c78$C-G
z50R_bE``X?T8Mn%1jzatl6i=%<N6tp^*2tY<p3_o3=n(LTtoF<D#|U+L;>T!3B>E+
zMFHan6xk;Ou|{()3Yf~9w19zvA;3VaCNc#~1l$k6SJ(YE$$+tJk^y7Vi2{cAP}hY5
zra!ht0W$zg6fgre`3M*i!`E{X1JH)Dv?(4jBRpb8loAsQYdK=pw(IfWyOC(z*%cs8
z=ej0`Q*3HBBf$xPQz%cHuwFy22>?$pQES5n#=svBdPNFDulUSH7_cn}A@m9j8b{y|
zrDOUOngW0$MgpWganT`&)B&dtT4?jJL@US_SfWX74SIhg1hWQc%Rom&`?ceHiM?-g
zEZc03YmBlM6{AkB07v10_$o&67Ztk3bruQV7e6V+%ys=w;Sc3D@}qgKjb<_p)&28b
ztCTZLl*F^=Ifd}-8Sn_EY(HjCz|4@cg+ymH5xWycZNdguvUrg1>aE;hTrzEIs)rH%
z3-kk#ZJC!@&j{H*+9U_~pPLx6jVi@f>17WaA=_r9IN})x=4*ZFK>6C7wXUvywp%cW
zs=qNlPT_oVlK5bgoFoqKgv+OUE_Dv*0nFO`kb>>ve|2z+W%CmM3o`Rr<3l9q?liz{
zD(?b;+w_+uxShnG5V)NPox{tK!QPo!*UJ*<l3oOKZ*4L%vtHh^6}f_~sV_^cyAT`U
zYL4Ws8d$fGlWB6p?5q#TN@)RNh3lTOi3=bov(eME26s(0;Zw;&#0$kPw^<;3IigTG
z&SlZ+a+FahL-w2}JX5>@$VJ90mzVQe(3}G^!jCD0nxtXielC7J<{By>W=4zm-W?yI
za1I$R2VeGtOPffF6oMVr&0t?zQ_61^JJz|Lj``fvZSD6t-sSob;t0h`dZ>`GF+pZB
z_GqO7XQGv)4yVvcQVS@k{>uz{wBcN|lC;{att3z|+BKkuiA*a=i_LN+skK?IB-J;|
zmBgeIEdji9x-PVmWMW&il1#=Dtt68-%avpW4i&=iBf&GdlSYZRwz#I71A(S8_g1(g
zozJzVXqd|=G9zZPT|dz#cttsx8r#TNWiYG-C4QLP%d#0`p+9#8>0i8ACdMEZx{3Im
zu2>lmyh#Z|;itDwxtbKMhzrF@x|UeD&gCCx1jY$$m;&Prl=91u9zA9F6nJf?t*dEF
zF+Ssiau(OpKpf{enc@VJWQUb=oJ^5%gHtFneg+Ce2K2_j7}hP&tR8k084vZyfP(SJ
zz!)YnMaG|6Wc;i}#x*T6Ogd3y@IL9fP-L`1H7GI?u|$!PxP>AkkVS^5e$&-6jL)hh
z1=bjX7+pM4x_YE^l~NQ#$|_iQ5MsQwNnCo>wIiIKXeJ<WyI_GJV6khH1}t{Lx`4nU
z8O8R7KOSI#6b3BtnT=NEw?GI13up#_#duRRb{37_bOkr$%Qs<)4{#9BvUCt92%2&7
z&<%4pd+<X5>I(_6iZUUV_SHB~LM%_2iS1Kgrone45kKTI3cTC>O^iJIE&8#zoY?rb
z>vx4S$bnb>fNO`DOqc53V3H(!IK(LgAKn0K1AI_kF+G8F7<E7Wq-&JCT=yA&j^j6s
z*B~!^3LQY;@DpdHGurRP*~|KQ@0BeKJXp4}-V^KJW>z}y9sCn)_rW{_LL#<GbOCbk
zf?a57HN>w!xVHG&&Ta7*m);v#J&>ydL0!$ddy8BJ8vN*L>q&|MyEfFjpi=l>9XDXv
zj2k{hW<K`!B0+bffg5`A{t<2%v{mAU=lB!C4FjNKm=rtQ;JFa%h^-PUkS>H3&TTQ0
zV!Cf^mY$;EhO3pxc+Kh`GZ{s4rMmGp43wa9GEGRB5%b7YN>$UY+Rfwj2pr7yw5Wjt
zQ&s({U3KxzSvU~5{6n$7*mOK9JdATu<jmd5Qe!*74tVo!7jF(DE_@rKX!W$4cbm4#
z(_1nZrN+Qqbn~vuR(bR82-G$E&`@5xdAFH~XIZi1oQ&O$Hfm})$zui!hA(|BG@Og`
zXzRIr7x6XLp$YUGEYSq|jkt2t)h=ur1{1BUXen3#z&>;qdEl&T#^bCv$a;6HynJ`x
z&}NIo_;(mZ7l@bd#3G9uGGyLX)9&7Z>FDmAvhDGv)9&8gW(}~+SP0bgj0!K)X?O2}
z4Hhz;sCZ;jU?>x(>r2<~>LNE8tsa)hX!W+ys`GfO!Tq}$BJkHyA>z!d!L`NuYsHbG
z-dI<-InW8J&_%qChDy?YN;^iOw{UT11#{yNvHMzad2#zZ+%tTh@yMBK;5Io^_1h-%
zAzTXeDtVhkDSfWFdWeV%t~l}Ydjlg(tx4FLxXm+RwTq;QieT$BY?9E)>}~Q|UNTbn
z6wsP$MX+@dr_kufM43MNjUJViuZS$*>_>iexB@wWP|A9sK#)RjjMUkioQqJ(YuhyZ
z3I!u54E$;$6H3{?O-#Dy=xBj|q9%2)uGuExt4SjQDZG=qDg;t)Vp9|@x3EOva!ZDb
z!UvgLMd7AkP0_R21T9XIe|A+8Pq*?JCl|hjH|7GivyKp?^<xy7J~QmP_90|y8(QF?
zw;JP;kx~`Dhljb<O50_mnB<^sBe#1ZWxNa$&LV^4k?$bsgsoAK^x7_O5k?|~2Z@C%
zWB}KJoJ^4dsj}lrKTam#I*wB)Bt`>8s%-$*X`G8fLfx)~1QfhNf{t@dWC{uUcDbb)
zy<Nt{OYk*Q{QQDRCyEK)CtVkciPx|#iiy{;L^1LDcDbc7#RQ58<?A|$`BYf0y6P8w
zSgU5_QIDi!9!bYaNy^<KuQ9HJNj<-<yvCS&+m#zmjcJg9L@x!vLMV3W77fKN1)zc`
z_G6U)A^h>6Sfnr%i_dI?3!xc_V%Kev>9KPEbL~swkdd(HZd_srI&H$amR8oASfZsO
z5l0J6SC6pd2jPith}^!>B?z`3B6*{=y8QZC&zoI5ST<Dbd(vG_EZGF_id5-YIY`8(
zb_fv_FT<~l=nsNLg@9)M%71o%Q0n;~;6KE?f1~~yMSd==<nldN3yZ=ZlvMv6?u(m9
z@&)4D2d-^OQ!cciyrZ4+G^ZfgwKNsEP28<TO3%2EpvLT}w*9<)7k-8*(mhIC`V%sH
zeHnvXMom>PzWeNuh&Pq95{w-oLgL-MtV4G&u$x_q%jw~wMA`CE3<bns8H#%M5A)SN
z|5OKQU#?1F{u7z0qsNVc11=C~+;2QC?}czFa^|SFLw;KzDQ-m#ai)sf__{s{kdwzz
zD#0He6yqZ^pz4Dxd|qjQ1l`XDDE@$x2^62*AwltH{0UukJdFluBJirCC>v5H#QOCP
z35-b}0>=GzATWMp`2da7M5N^U1;^a-R^>e|nV|5kC*0eVdz`HA&HKn8NPof|teEQ2
zEyR!j_i{6tki*Xb?s4Licz1a##564ikvomv!(wo=M<RSpg<O;>+WZ8Yxg{0cWxdm0
z39OP_8yfDEYeT)Aa&0h)#UQM^Q?3o#_gZ8Sh)s&Sg+=o?uOibPA);TByQzrn2goQT
zzzr*26}NvRd7F^Mv#16w8pC#q8&%vfq9n*&Kc+5{xrf8Jx&$vqa|&7XOmQ##M4VU8
z73C$)N$ZG<Q)nG=07Z6@UOrvI8E6T~->EGjP%vUmq6&QZ)I_EwWZq7>ggAD}B_wO7
zTtZCh&=SHsr>j9r$Z>3omXHsyL`%pAJLMAc2hL=K-QU|GVa3pJx9|}#ts>kLl*?Re
zikgdz;xEpwtnG=KOUga=Oa{kqT5#Obg2PlBEqBvraNMozeo7AxUPT7S7yl9*(Yv6F
z6dbj7VQ_ShxrvJLxcHK5Y9NY+SW}-6s(&@rt;a={eBrbne@-FMfm0|X+5ts&jGzU*
zm;Nm0qPXb4ON$FA7)?@K(0l17GQ~yTT{14(?UHfPdY6m~lTH*DymPuP6c_o}7RALv
zEKyu6+$D2jEG|ToBsct)`^eS}!}ttIqF_a##8|OM)GCjtRZ^5<i255AW=xDl!Th;g
zeNt5X3_jbjuDaV9PCWX8iuMZLp@ECw9U8a@-XX!o%h<pM_~QW=NMYatpV??3jshW+
zB7+9$><xaJep^GnMiaQGhqEdzGa(oUH2r*mrHc@*+MyawlV`R&dW(oU?kf0}Y3Q<?
z3FXAS+U`u{JT^$me+o`Od~l9YpdSw)CkFVSO;ICvXi1y8ZmUJ%9CF<4spmdnCeuXy
zc769&rTlKz0)d54PNB?L`Q0)zR+c>}NonYAWKrrcl7t4Fi5yvbw}b|5IV&Zw5_ii9
zy~S>Z4F;8B>u0bLIG9+9V;tkaQ#4;X5Il(M<?d6)R&Tes@`|In!rA2dZ`m!km&5Z0
zg^0^P6*m%no4J)9^{_=6=fzmU|LTiBmd%TQZDiq7Kp7<HPBa$(b(~C#|MuN-@!!dx
zP)2MkbPzLQFTd^xvA(_=7ycH3$VKZu^oPDI68V(-y)w%eml0?B$A&{!;8W`DVm?4N
zuFh&MUC)IDh>b1X4aLHi?mo&X&Oi%S<5upoN~wA!af$9Ei}E#Rr)1bgPm@|Q%v6=I
zLxa}t)n<tll7Vg9W0n8xVfLb>;4jt$yabffjFy6BOa6!ukNUVrh)3<+0pe0eH+<vQ
ze9t_Ri=vnd-6LbJ!X61COrmLe*dsv%gi2p=t-ZUxSnz=(Lg9QeR_=SpN;IY0C{_qM
zw86$HYC7!!tsA+kiu+0K1~I`%=N@^$x+mXAPV3<Auk_-|lOJ*dYY~7b-SZ%&JLjeq
zV+5zriZKi*I0Nnx1R|z#23jmKK~egM2^5T&H9&-kOp8T2$bw56mSJLp-K~AWV(=ch
zV3<^*1%vlgSA`agUDzHi7`w4V3&!p}5=eZCQyu|{)i4ZlC#8x#UEOPZM9<=G?(xcT
zt~o`|QAY8HSMvLrqGuAj$#ao$N?37T3zu_RxR_+2Ek8HHMU|1lS!ARf+~YN?ct?tL
zFZ7TirTktkQgV8`8^wH%`tV43mn%q9$%EeRWF-{q>oW{R%EIrOnIgrmRNy=mA9Xl|
z;-eN&WS<N~(S~zTkhB6FDM+ATG;1IV6Pbdf#a@XhYVDPXqB?vz5t9`rohU$f2X$R2
zKr*o{3XsWIq5zq^*GGVm7(V5a7+8b|P2_mQ<a)&9mJ)Mrm&{b$fym46C^HpL4stID
zr%==kO>%z#bVZqpA9iVA;)h)lOw335bKs8$Ody4U34CUw#TuHCVB!uSujk#j8}cQb
zaD)YC2wJZ0V~HlCgBS}(AwKon=BOMTuDv2U*a91i;os#|7iT8Aqs5XJ-4n##{qDMf
z?_iUp{+r^;DS%#oJ7@f?95blkr}H@-iUybW7p+}0c39upThd{uyOzcJ*<R7)b$3-D
zh<>lmY9}t+-R+BpyTg<>dF3N-<VKVn$ez(CSUg=LyN#HhmfZ|>=n-=b*(j2=CBam$
zL&~gYlm}eW+0}X7qCIuA%etmI&{nv3m<AxEnFyJd*DkzSYNLeag|iBC3$qL5bm6~G
zoUK3WB{6Q%j6|k^c7fL{?WFr@>$Sbohn8z%QmyPOwZBFMzJfm<7b0cuWbMoP^a$=+
zG%1&zTLz?www<D?7uh4>d-*NrKw2mZHj8^FyO#&H-lv<rm9W&wjulJJPLK3FpCV#k
z3oI+zemXq@X$_QT4EBA}AFF4)YHhtwfGZ-zCr{7mE$d#K>fUA@uunP$9_x<jue9P4
z$SDig&d6&lX7&T89P-a;h61XI%boHX#f(8-?io{M@{E&<qZQt$q`AgaiCWxyYQ|oR
zwN=xSlru99SwdSiEpPJ89L+Zu-0ncJ_R|@SnIf8lOfoH9=0%9V%Lh~y30>wrA#!#D
zR{m?3dmw((?mxCQHSnhnY}bRJTqM?fHluqOuT4XB%s%--cHEJGa%F5|_G#l4$e3BI
zGZZ`dBK+|<8!3jf@sVxdKCz)iPEG&{hoN>t4z-8-++PNMh|g(k9hXi%yl_sWh~4iN
z(!a4cW;~;uHJGGp#oik;-m-oueOog9=8Pzd^@`?Fpz1DdFHXJ=gY7u4PF8;Sy8C*F
z^&W6`%6nS;m8Co>_I1juD3Sv#vEs%=SVQh&9qwO~5c048evj(=<d38ql{EjFD$&rJ
z|DoG$jo2?o*!Yv~MAnk#KyxJ=VRv<_-_@*s9ku%r{&=j86vOKH$aYm)-FkeV7#=gP
z1`V;e!PBaXQ)k@OaftO1XU@QEmQg&TVPJPpXS%>KT6S#FY4-!ApF!MDLrRPvIxRvR
z>XcVgOgrPwvv%JvLORVFDJ8<dsv_2%bqni={c?1{W5X5Jh`g}CE`~($Ye{xw$x{(|
zRpPBvfw5EGftW0O%&pG&_Y1Q697Do>vU;>pNwYeugpEXq!)3B_f?75yUub&^e%xbd
zq3yD`**PyS6iIyMTdw(KYS+9(ri<nmCU(D|fwk|6?C--knMO?3em-Kd_G=>s$TVWc
zV+Y2<ACK>lV)zap*+%Y{BL;=Th?y)$%nrxw>S9S;c2zNabl%dyFOZYQ&gbMaajAUv
zcgiJ$3W}(+pT!!{B71C}+xi8#(KUOdl+ijUd!zN1<|=riyQ;028k`*w__-lRx@uQ&
zc2<bh?-e;{hQ?*PV#>VY<u6uA^H&72NF_CY8I?4Du}ack|GYlcd_|6)bv3dRnFgAd
zn6Ulg2#g*}nUd<yPfM~`%fJ$kQ`Q6Q*gg2;aR5>b2jC;yZOs8F4jfQbSZZhARi5*7
zX5cIT$KHF#M^$tW<IlZ;1jtQDrKFIA&>>+rZ4-L$gd$bxO^B2L3Q|(GCA&9NAq)yi
z7ZFtYDn&r4(tEFuT~V-LMStha%<i4LS$N*}{d~UP-}n8z^2cy;W=@%zbIz1IJ45bH
zpIU>&*Uh`G3>DEh6(A>~%#oyLoxG~##d>+O<o;V-59{ScO7f(w%rp8!EAk0JbF!iV
zG<P432Qkjdk8~BSw!Tq0taNao^e_D9F<sZ$26?M0lRGE!71_o+W94HO!Gf90VINtO
zW39+g^d&(8v;@u_N;R2VnJ;NXyl(^|sutPbHE+6PA}0=8o5)#4vbkGcBIy~HU!E9_
zSi@vP7Gj#nX(m#5#F|+yJ<XU(_8hTh1*8}=V5VVO(hUak(<OQ3N&Hc3uz!ZZn3-lE
zE4$~J%BN)+QqoE8QEPgDDK#xM)s#s#!5@K{S*ga<)U44-MgzIi9moTZS;GP{)3UNm
zrWCRuJJ0z)K%Z!?4`}HXRMv2FU3LtDiq^i|T!r@C%FNZu&DF}ybq03QG)O$=iWtpY
zF)Jr`D~lJ%4$O75XEJ+Mxs3VD0lCe>^tB4f{mgnnxh>|2bJ$?Azkl9x`7-D*c=iag
ze?Z<x^7q_!0jb$;^s^W$G&an3dp?`@RYlV3P+pKL_($tc6{T{-_(pzHoZ05Z`fc+v
zOo5ymW+WDI>rBsmXhiOy;U$yYnUoh)ImHlf$ZV3H(Ih3SQEFO>YxoV@WI0%mB?ly1
zL$WeDKiezA1sQWHcp<TLBQhg6|7D*U4J+q&3)1l?=F7G&<W62*7MWQDfj9Z}ysCP=
z(hcNpL7th!bptmz9g<&_Y;I($7-Pbjc%>9WN-Ee;l8$FOSs0eznKE7C$cw3ynVe}z
zHJQ@0j6jqA1ey#c1)MXcjxjmKXfl|x4B$pjBFLa>t&2@VMKXLd&CnDfD;wKt#-M{k
zag(p&WXrm|ZmcD4AF-B)Z$!4LWdEwXfH)oud=WKD&B$VkLzIZAotm7U!h!@y$@EQN
zVoGf`+MZ3IK?I6sJ)vj@*^+8AlLuk8xI`XhFt9wKbQUYUd2L=?q7a6Bm(EPV(km0i
zNZ_+KGc!o&9O!>Ak5s*7WM;7(%`yfS=T+4kUKXouh?<uLw&2AeD}zW?ZEwb6pFF`X
z;IiujZ{@9xGZ|8#knes@Go&y@;_pK{rKFfLGcf=^u{5ucyO(2Q(o@r)Y!+vm*=*!g
zNnXvkG?T%A<$QN+8d>-ixDwWs#8t_UshyRak(rWe$Vfr6_ua#3MiSc0W+7*q+7jYn
z*f6F)t!Qfpbi;elyR|Y?veJz(q&(3W(o$%X6q0N6^5PS-GO~<DV;YV2zWNwT8y|x5
ziSOmrCky81Ro8d)KcNW&;6I^B7_ChIgr<K&6Q8<36#H)pP3cl1PRvG;z3<^#$}=%@
zucfp(7Mq;Pe%ttJ)^8hMOkt5nka%XNzri2c>=d(d9<bS|d|@m3^YTo#6Orq0Pb9h9
z^4?PVdnS8*wy{Ok=m2{)%qwPlKsS#Dz?rVJ{1C*!4B~EHurgF6qD!va9eEq&{-73a
z_tpC(pd|_MkhJ=DUUhPzqP;3Px-&0Vp0tgw!leG>;kx|U#BZDp)?XS!a@L+-#g#SA
zW{o28UGgeOHa2@bbuMpatku&<d`ng!1mSd9rLo$^msK7j_p(YWLZy+F`;~I8@pju$
ziPX517fV`}*m{?zV;2d%29@4dYzy#%2@6?uEia~mu}Qo!*$A_RmDlnT{W8-HE@_S}
zLvjUQ$-DZ0&Y+D1zZItDFyTgCR*Y6t_gY0z8XC?>*q)%(Z4*{*6Em>fG)O!)ff&su
zFe@i_8(p!;(C5kRY|JJe-_ARxT*h2B_vhyD;7;Bx<+g~X9UgrzZ-ac9b-3&Ly*xij
z{+@U2W!ACNKgGp~M#wt$olo<2#K`5gvwe&=r2HANe%nE&xK<X3c&A2U5w}`wN#Y@L
zFG;*4kw4{pMK|u7+~dACmfXE%d)XJVfh%chUUkXUDmMR?zs~~X<>34ozH=H>&hM_9
zJetxlu5>2DBJ%m_WZrq3esy9>Pa~7-<!h^xWIb<KC15r#L&%2EeEsAU#xR(DasDv6
zr|PAf$iua6>G_vz`njtKh^b(hb9&{#%$nx7=a*GU{1uy*<V-UBKFs@Y(Li2~^wx_`
znk_hstW_fg=e<4`ER9Ss0u8T{za~D@Xu>(B?|EsaAq`8JNyv4ZzJ{3w((AgdlaxUk
zSId82-*EqQ{r@{%zk<Az4BK;w+i|CIG>LDVZ;H`kjC*ty!i5k{{kFS@*zJ6X#d41z
z@r2Xg;14aFVph%r7EUW*;DQaHNZbHwO@?jD3nB4ou*2}SzkOj~e@_hS14kJO;s^}1
zcLRrt*aihnNPI=V3Iv8za5E(RJ1sv??hnd{18Y69r=op@JZU@M&xB~|-p^bVII$vZ
zMcWmnkH&dBp&wq9KznX*#nJ~d+thT;u5Nb*%Qha1VSr6%GUwK_!w#k=z`BQ8ksl7V
zfu$OTm>U#y5@_5btyY5S5J6VdxA&J*Gs%Jm_6B|#Y3an=FMpgHQ56v2_!;^S18ZnU
zE*H4FheREB{8nRicb}Da-wZ4=4H8fHAx7&y%*x5#&PT)Tq?vV^=UdJ7z{{A+h8@~v
z@Li?~DI5%6aRv>_|0wXbnC<C1_)4=|zP#N9-)2%_P~?4dnfH<5&HR>&k|)B`pF{H%
z<$}h6_fdmk`I{8BdG~H_`}>MqZU+vP6Hsg-`E{thQLNt%&`LL6id<;VL}C%Q;@C49
zjeEEhY4GEitHN;mElEz?!S?sNj<my^)Fa95H99J6alajIhuOg$28%p`#M9!x!5><S
zV^+=s*5Vbg{@^f;*^cS$+4j>)e~;>YcCZQQyvv1EmgL#zl1a9LXmZAqUtbw27J~Um
zKSaln<^}eAm{)GL7mP$iG-(lDP@TkG20zLvw7)1%+QA(L+7umzc192Aj9qr<j6Nb$
z>M--o_G6V?n-}EYt0dcKKQti)#6COL>S-9abBMHT9x7t!2WXAR?Hytf+6T9n+GR;z
z!}?&+H-9UnLF4=+L7dz2b(GZd-Th$Y{V)TIOoPPJ4~WtF0kd*)ckrES_yhXE!1|%~
z>im7mWz1(L#QPz5P5x=+wuq)P!3JydSICz^Dn_U~Yx94Szvs;iNOv>$RxXHyv~@q-
zX75}FH>ax?HYMY(*<XzH+X*stmMs#|W{t!mZnbE$YD8|+7KyM~N#Uvdn5wBMuxpFc
ziuk0Y_|)XA^fW^jeCHtZZ`c$4VJpmp+jnzpQDpZOdu6inbbck$^M<|N|2|z6T-RZp
zhUMiqBtvf6O+v-oj-=C(I?_(JBkkmlghd`f;_1NO;18_>F)QZ*??7x_=)hARM@l4y
zAMKk0`+J(J51D)x1|4)J(&J})H0k`KeF}3a_%nvw`N<xn4AqM7#Ba|1u;^=Y|D9xu
zy<h~R8~ez<R-Uwzd(uu%7q=uWgCu`4{}+2uU>}VSG1e)p;@bO*eQqOM%3-^J3#Fra
z)yabL1u)WJVX@Z*YG@0(sMGlE<cm5Fk=vQHB2*;#qIOZ^2C2!JY3ZhvRAUDAdVG9Z
za!RH#D=W>E<^CHs6Vu^iMT)CcouXb69Lx!6P;{6Ks8`hN|B(0`uH!u2zb8nlL@Fx<
z;KUw{-A=4&ypw)?lC5qVureE{GXslEgT!M4h|z2SvvP9D<d{Np1#C4ifn&@BzUf%>
z@4(BL&4&T(eb>s6g7T7bTSL=cZcVy$Df(Ex3_`(&T_?f{8o<ECdl<0V<YF^SE|x|V
zD1jF=7OaE+?p8EELN4cG>$(N?3yNa>TweVu5b=JE#3D>V-me;w+ne>0B3-{XC<v3~
zL>C*UHjXZWampjf?OqxYZ(2W>+r3=Wz3TjiMIJ%oX<Ec+O^aDM4_MQp;?T5kSu37W
zgM$DkNsnfQmE=Aya-dRP8VOD*IHe5r)CJJ+>Hj;qKggU_R0BRdySTSN^SCE!WPW-9
zY<y@$<l*z+C_VFvg2E+#*N_E8jlyLcZ%_E%pGsP!7Q~P`Usr4tYxUIEJ^W~FpnB9}
zL=0UqYea63(TXtHb=DQNO_0~{mOXVCT2>=+8?8nJm8T<*yJfAcW$VtsBGVx8v@Bw@
zmc^``To)gC;16ip)}FuxhtO^mMU%?bf<?+@EXmBnrOgFA1!(wcr`#4x(V#^+80-ZF
z@@1C`B3A;KGw*`SVi)`!Bvl{{?i2+DUeI{3wis}yXh%aBoK~G<0Sk_wp;~vgLBR5R
zAJh^9mO#y$KN5?$HD?<Z9wN74dy9NKsCZ*l7&}1ZD6*?|G1#?-#%<Rc4R3wF_uY2=
zJ|8x)$RkKRt^XVRp|w6{<vd`mFI^zRE)}NZ*}wBje~-$2;G`uUuYe<e_XCG&XtJ=o
znJrM3EVo3G+vf`2ko$vJ3>t96FANO*eQM}12itP3a5iaqu^>|EqcM1&twR<xD-KG5
z!GN|c9PP`GwR$S*HfWIu4LYz?!=N6p*znM}?O7|q1vSepPVj?pOa<jDg`))`w>_63
zGQ3zEtw=CI#hwSEBoZS_fn;A{aZ-#XliwX7R1T}`*_Ctmik0`u3=}gB5>KxnM(Y*K
z%E^77`vm*}KGBu=1f0}MAn^-|<H=uhikB*1Vo7RQpYd*jLwk<`A82T;oA9JwB%{ro
zUu=`VWSvFe%wBgy=aN6-3x~-6`hfM?m#o+3g@9N5o=_O1e5NtwEn2T;VV*2Ue!#-K
z`|MsYlTqvIipjANAAo+MbLg1RuB?MaSQS`TYBannbu>6xB+x5iuHcsnD=Ko@2Q2jC
z4~OXdI7XxAy(-X)-4gKucb13`n6p$uO#&eCbPHm%Zo#Y^c+(LNQ2GH=^7s7?cw9Er
z)i0y)Wl0%}`LrgZKVU;a&jZC#WWvGXY!Z@LSdGlfEX-DN#Zv50*n#3`GB69;a_k4}
zP#DlflgrHut1TG~wH@+t@r!aH>lQ4s<wbi9y)f#agPIopsJtR_r!(^9%?e#W<uV>F
zPLkx+8XIl!iEddKsf-pW>6E<k(c<|PE0&u5_zuCHPK9q(lwG{L=_s@S6+LskI4O1~
zlGC0p$IdR7<=6N|@y}uMQBFVX`{KeFjf(fRKn1_YFt<~#ifYj*zDC3QSD=A*#}nMt
zYvnJvq?pIWBL)5V4ZvlnM63E$BW*+q%!MX_p5K$Ar^m5xr`w=*QiHnPzFv-s+81N8
z36l+wyp%JsDxURanGTxac!{6LuEz?S-Gy`3fFkbW@hA}@!EhD{Ce(BsQyT38uGHk}
z?_yzkSfb;Wk|v_56_nI+Y>*r6V&S=KZ3pbox7)=Wy%8DS*J31RS`>CA$LcsD1M6$l
zWdBZc71!T&9Dk%s14-*0=B5O8=~KzdT8=0(WPf3!*a28r^l*V1#Nq5CN8`7P(BV%b
z;@vI~F_DuF6sAdjZ~%u)9_fg26^?aOg+H^5E@`;KDEX%+8`3gUU1xI~8IoUGR+<Y+
zrAmIOussb0Vq9+=DU6iLrKhH35Ga%CsyxQwFZrcs7+uw#cXa-*U`)15azv0;JIu|9
zVbkpTq(QDDD@Lm)H&wBo(CSU)0lRn*8UT%jM<TPavAROy2||d`f)HlqwBN<X24n{o
z(OZ}=#akS6$>}qd6O>I@lG?@wZX2-N`$E|+qQN#E$eVVt1s#w^lLuD|*UAUEX>1Zq
zBk6i!WZ(vknDx`h>xDh)OIMj`z)~)i?6*2#@1?vsDfS8$7EME-=BDwr#*dkXK*UW$
zByz3V>}VnR!x5@1*frc-!CcjKGT0o67=tmz-~vp2nw^nBv-^_GA1UQXZm9VT6ftI`
zWsz2jxgS{`X1?T~lAMuYFt`BGNP<7o4XH-gRo8zhe`+MsudKDGnW+1~OtgmLW+K!X
zd!VU&#cd{6xS5>7hC2?4$4n5TnF(g)9O7nz?7&Rc<H^|`WWhN{Rq{<W^L(YzZnuTh
z-_4>2oT07aDKL?=j54<hOw&q{(0^O_rZgO@T`xD<P2e!?2x7SC*e>m6%NoGZk>$a)
z!j>?hbc6@i7Z^;QYl(CXh&6{b4liv~fekF~U%LzhO8gOkc7&Fy`fE3Ha_j))A=;9_
zbT<t%fjNR0(6f_3<Bl>~2~ak`SyV|wVAVRsXky$BE0mzR|DA1aDfwk)n#hVO&W7ai
zv*sXIZm_eNRNk1(u_n2Q*CeU8d5oY2A9-}D<L_6OD9))*QH5VTFOU(pD$ON-Lvm)S
z3C`_SaW?R10~&H%hP+PGC6x><2b(g3L!8MmSTEY1L2S4dxbG(PN40xGo~l*lGIUfc
zGJODe<*-3!83HrtH7wHE)D{1n`%kx;iBBzJ0%M}401ap)6^5A8g;oqLBX~Dkdk)y`
zj-_A`G?ro|yF%h|l5F@xa}vzTX%E$f37rfs@LqvA4HxtYr1>aw6gfTI{EG4`mZ4Gf
zXApzydw1Ss(&LaBjt7h~SFgr?x=@d4_OCr262W0Y6!`f=^XcXoa(|?Gw*2dEHq|>h
z%DhJo*~5GXklL)Qdj!n9=NOzpfj?_Hu%7?G;G7sD*WSY#iO$4;bEnu^C|UFpfs%Vk
zhF-Z&F&Yi`5`l(E8~3u=Cd=*i@I99H&MZL?_Y;9=H~U4#-dSc#*e&nhHr*n<W}91v
zi^b_LHEQh<f2mPx5AR7p)1Hh%t*b)f=}E+BJ&9R4p?lcW9GH_{V@I%GvNh=IJfIX|
zHtj^~9v0|M6`Ic}^F%bACfzriSII>n6t}Ox?eF|WeuH-nAhoU;GSC^RSVd|&?R>#z
zzG#rQ@ot&D!~9b0RxBj;h>nU*j}D4_=nPjQ;$5O60#OFZNb=@86J^-3ZZ*f5Aj1Lu
z<-5#{{L+o-<TwCQ8cA5-Op*;oSI-5`F*0em%Uth&k7$Z4pW|Kr*Isj$P!rzeI;H53
zaQ-@Hi6ik5QW&Yc%^W~JS>)_XD(wf0Uw_^bA!M}NXAX-H$*BoIt;s6?N^r$gdH7`k
zu&G9FFLs6y<(=8>!tQw+(mhhp$qGOEh>)t2yi#XqxDS4!No{qT)K+d%Z(*~qgT!M}
zh|x?6vvO82ld6EsVFW$ICR#K^3_A=V;?_a)WH#HXxz}xCaeG;ua2MFFG!XOXk`MA=
zSL?7jPp-L_#eoNhAr3Uz%i;haJ;t^uI=3QuZ#{$okqfoA8|$6BN69^)Fb<nE3{b}V
zlPpQG*;rh(yf~4bTHY`bLoH7u;+Cf)LZKuzSY2N(EhEE7R;5_#kp*om(dAQ;@wi6o
z?$G^)nrdzTRM=S0Oed=hmKtPOXG<k=%wP!#&CJMzW4iFkr7?VQNy~y?jD$8)>ybhO
za7ateg0t9Ch}sT_;lxK4BkpMe;vtD@crZN!LMby+uw)ca?g>$&Vdj=)gi|0=gjyve
zH8nLY%LvC;4DipCnohQKv<xHJwbX@_K8w<)rf0(0trSaJTtyi0sCXNw$B^2<D;;>j
znRiX^Jz*4^0%wewvJapbR5vX>g@n{mn<@B98djk!16kEbZ9uMcfU2ga8#IN}(%^U)
zRrpRg)CAAGAPF>DdJ6oW78I{+O3%p5fG-nNaco+nWjNVXRqclp*b3xKU9~CM8mZPI
z@nLEuk{zi=vp=D=E0JeSmSD1=o*G0xuLnh-!E5`&&k{0?z`Tljk!<K<2_$<XRrqm3
zh^mm>cr}<juCE69rzNMsXD|51p;oPIFdDNmG7a!KBrD693g7<vSO${$4b*iqoPeY~
zJ*1%;hkwxK+EY!9BT5rXJnP>F4b`#a>qcq~@}RRtA@!rw5VF3yIzY}y#hQ2UGi8}r
zP18|;Au}rz|Hng0b=48B+@|pR;E=SGj5L!m6;;U0NQct^(0jvOcMR%QIn-!MfmSr8
zrXU$=h?xUONP@cKA7lK-82=|2V>S8%*3z~7*-H1SX5wBpZ<>&%W(h%=52E_`in~bJ
zd->cadoP>&w8JRf8WPVyg&1w1!mOO8d)bZv@`HhDB)gw{#{kP9WgX_z$<K<t^a>_r
zwTLnIfU~u^Q83rM?Jt!lK`BL1WcxtNBW1f-ijEH35JQI)zQ?Cy^stw;F$qjAu1NBq
zgI~3Md%+S!9#4RK|KZO><&cgWTm%*Vk$|BSfNgup&ED1+SDitYcO>P!kWJ1Gg^^@s
zLO?6!x`<Aw_Hq~b{9aNz#8T4-!JFeP9hCdN2nvQmj<<w1%HO`qzA(%(PhU24+>0G!
zwZ`BZf?|Ex3M#&7QBS4nhhp<@o+eU;umyvTve!9i#t9=V1LOuDk|QIa0~>jB2-jru
zC-3TgNQ}Lmt;1^zMcr*W{F*h|_3KDWp`^4GvdOCV;f{xOqb&`Ut|FSYY1<D;y)l+&
z^#oXLL3B7%zU9+JN4ai}vrLy=C&yXdla&dgB-*L8k6sedRDlT}l6Dh7H66iS0yl!}
zoouPA6#F8Go(NW;BcKwVpJ-{Kyy}bKw~3Z^dV*CwLBi=NmilDobxS1~9R^JdwE1R|
zWsbfq)n;ujXtUQB^Tf%P2|fs@`lo#nG@D`>qbKlaquljH&~vI~u%19`pdWn^41Cej
z^GO8d_lai8E8X`cOEW!zmkm^5HZbn#HV{q5OtXw6iMz{HBVSLm+*0c5gn>^8W);s^
zChmK(MK3ILWDEYseL&|$bO*!74Khk=Q8fK-La&hNETVBKs9hn`dY=oHgK&k+Ku`&<
zkZHXSXXk@Sj{pdo^YSb~icU10n$tUE<cUxcr{>x<G80gaI4jqY(ph<ds0xj{8WEqB
z>xe+!f4WCz?mjjK(R*YxZhQ>VaeH{o8cAxHiz|>D^DHC6R|^r*9Z-7Bw=7UL=(NOm
z{-%I&7p*~@F|IKSENdmjC1exLviFH->TIrk<o#DHr}P9~A(!v8h$4lMds)X*A99nJ
zdFd!=$Q@d0=}UT)S`I4TdXo#**_e@k$*uD<p{TpgG~Rx>#Ijye%Iz1ON^j>z#_3=C
znVtLM<YnhvwoY|w=la`vlp3N`_qY3}T-Q@aEKhA8uIrI%kY3@|D&DvCWPrNh1CV>R
zg)Nc{3yEz&R<^gtk=U1KM=Cnis2|X4d*Eq{p6#qny)W+Rf^tP)(2-ML7$mAjeL*AQ
zzMvzbGXKNHJvsZCGiVq0Xgs+`=y<xfHs*$X?Y#-{HM^-tEKaSU%YL$|)EP}8E?CC<
zcA<1NgWM`_^(Ut<z%aX5S50uHn1up{8<xAVOyuk%|8Up47cI*qWwlU_&61{Gwscb7
z7SYtJR_|xCBppHPE0$r(9$#gDyJG1SB$kC6)4q{n$qQG3`zam8+!=7XJx8i2gNVRu
zme=$;c{y$tvwE?5g5!R!W2|@FmOd!aab4AKSh6MM50Mnc{RFc3rX@k~J0N->4r_nx
zCqcI?&y^vlL82;H>nM@F2tsaK()0vg<6vv1+%Mdje-e}t!vcxAYk5fa4zz{10Qy!^
zOgd@$0MVB5Og+E?#FKcsuK(NeKvH^$oansg=g%w#(tV&+o5u7wK=MAfoY$B2s!2yC
zwd;S9TKh|wA1O0Lspy|VsO-u(z4R1LUIC7`Vp-$B`>B*gqAVKLd|gnrOe{tBbm;|E
ziw>|)-|T{_ji3{b<bb6k`OzH^ymVq|AYpe??T127x|?brN)tnvjtLE6XGMi*2-Apo
z2-6XP<Oo9Vrn-HA1uA+sl}5y4l#Ymw+KJ_@Q+!67x5`_WD1Yemz!>wZfbohky@~m=
zwh^v_{?<m4Qt>0fhp1^$PYD&#G{#i?h%BvO9j+(v3IKhWRfw{M08n4YQy%~Z_@JZ#
zU_vG9LP=@iO)8k;vy8OKN6eK>LQ&B@UFQ{Rb6M#pWYhBs0;fTYQ}3s6@-k{J+ed|;
zZ~>T-E68^lL#<UM<z)fo^ZKvck9=PL<p4d=&><TQeMzJ>QV}(AB}7`28_TalHeUL*
z9L0#{ES6=5Io=gDq2{a+adXxYQFH!Zz4dF)N6g~stzQ~nZt*(4`s?(Tbh1te`@ws7
z{sF%cbP5;gXm>CFhz-v_cY1=u%<ODc!&j7@`Yx&NoJm?`TLWB6yI7k^@(&;37R~K~
zdO2TWvwVih8k`cY#AGBU!!VhL<3R}~tuSeh$<OG0KVY&0ldYKCK?XN5c?FaCkZ8w+
zP=u4RcT(04%GL=i3t&5l@^eyN4$8+#c?c(qsCINdPqm}7eyZKGs3O&lPGqQdCRCAX
zN8=3DZWF3VwWBSH+T}P=MbgJmG#A??ssc6|>_3IE{ihAt)@e$_$54*$KLvlx_Mbup
zj0^UkA|xeIK;i13i_%cUV0a0_GQj%|TpTy2HmTgxT8GRSJ3UBGOT$e~q@{MuH>yO5
z1U9OyN(UW#T)(sxFw{(He(Zw%s7Z3gQkn1Rk#2ph-IYE<L8j{<5ko^^pN~n$e%2&?
zS-L#mUt+DRO!P$%-{1O3Pe7MR)8<&~D}}xY4i2!U>j^XoulOQZH_&>;ivW-Iu7B3r
zOIa%t(1G*Mel~^ldd_O{gBru9Ilt<9TCb+&+hAfd3Xy%E$ezXxt&<{HP}Nb=$X;!*
z^@yZg@Foq@NcjfD86v%EZ4-V{D9O8!;Bt(dzHBN_Vux9?$*%5l2sw4x<d1)jRlXG{
z$iiXPe#%cGhW6#RACs2DtsV4bsg3#{6ipj!)DQTvmeMiCmJ*b%#_Id!)0KAB9BDl&
zDfM(RaEhhXK8i7_b&w37U(zN_(A-^nIv8mLyt#BOov_B4K|EI(Ds2RLE;#T2=W4qM
zDDQg=+Z<%yFDV0hkKwZi*_Z=4baI7P7%Do6baKV+Fq{O1_{Ymxu@g~_IQ;0S=xnM`
zRE3(6M#P679T6RVo_>kpyn}4ep_dqH-1wlQ<3^`h#sce@a512`+Zy&oGRU0*Yqs*X
zPD=<b5$gpEFCRc|q?C_xZ7sBZ?x(yj<deH^!OrX<o3*L3Uqn-5eE%RBV7I2~3FxG3
zhuzvoIp>RDc#-uP9|X6Gtj&~9eGs^&6kGEoJq0Wk6G)8H+ERJsP2mU1lO8Ahqx2M1
zsb8JeCQ5}vUTz{oEf$V1s-Y*?atbapy{v+WC|?8<ORTl^1X{Ff<ck0#ROKi0LEex#
z*49c3U*&$8W6jeu_KIvZnVX4yC`7h?I-WRZ)%?xigOctx&6{ss;>w?I?I0;Hc+(3G
zp2Fy#Kg1@kqlBVvtAqF!<yyMX+TKsG3fXKkAfVK0P)bBJH6rUFGQSi?6&(RYzXbAG
zDGVvE`y!aK#QK_^fHr>?f#K{uZvsEyOr#}UV#-i-QVw_*mO&l!QfsunEcSuW66vfZ
z3jR||<i2X{>!<u%Cqo}Jn=nqdpTfy2YVuwv+y9O0<Q-8Si?Zmtl-@*I{;**5bUgLC
ziS+RyeiLcrVHPkSA7TL$FCkTQ!f3!OUTu9QPHu3R1x)RbB)!{|-ZNSsMT+rL$Areu
zrlM9feriNKe(H!&GU<ERI_-bJ#h(B7Tr}GGFdI_nMWb2+^C3moz%Zn|<a0Ec@rm^n
zWwfrlaM3<Oz_<qz-sx@F#^8eE)^f5kRVc?|!G|ZU8OkgXO=H2-!=&3O>p(pLgyIp(
zTwi5hIBh+xFALuhyD2MtmHqmRwWhwTS72?&Tv4o(5LjJ0p8CMbH<v_87X;SIvT{PC
zf|%A%xgcU_olhJlQ5UV9^<}*RPIso;QE*QDvU*5hB81*(SLP+_Vp(}4WV7aebOoCG
zFA+^eKRQfoSFMS90x!`$ndl#$EZPN8AGQVJj|ee_j<>6?Te~UsL^PEee}r_nVeP6X
z@RIrrlNxj6=@lk_-n16EzP)L!0~14?Abpta%h+}J5A0lD+_vV($_SAY?X?^cgO%`u
zGNg6i+^9e?$Ey<knbaXqk?IxPc|VJm#B3109-dX^iL%_E3;C73OT;|--Go0o!LRI{
zcLetw`IWtIf<`-LN5j*GbW)6$^(s1<G{#r|%KBBfyc-Jf&xU!iyHJW4)OA!esGkrO
zp+Q|E;z3<UM1%UuzpVNjvHrQFmtF<@&rO*B+=MA!UH#8ZnE%Z;Vg7STZ<#yC|G7WB
z>_zPVT+*BRPiXpY4o&IuwIgh0M{nuXW?6h?r<-Nb&B8BQ*v7~B*erC<>DrJ3^DN=S
z($eM#4=%fZiyxd^q?N6$B+Kwt6Z_WmD^B-*#$+vS#jV0*6ehzl8H!7eL72p05`)PD
zEPNl6&6vCciS}Iy**PgICuQTHES!|wK}nsIjD1S#M1Q(YrPFFr>2#BnN`DSjpwj6o
zmrAdKDp2XPeNcMNdYIxGiWZQtcDASrSaJBUlgU0B&1z>GqtrSIh3H448b{ejqXZFy
zhn8J~+uH_8N~(ybliw7?h+ltnr1Y3_-;TE4N;@4TegbMOVCW(*<)|y9ldVlTrMHm7
zPOlYov(;Cg714C1)%)m@?zT}+DnH&wc~@Art&gOqpli7WJ!~0DzAuUzJ#9_ADClWk
zdoNo<Wq}V0QlYo)Exia_IK^sB#eZZfwt%n{e@n*`m*N^_3|n&PDCr(&tv<H>^6sPL
z^FB6%vRC8)+Y60Ic3&IZF7a1I_9I{-wTeqp4vM8{d+t3-ZuGUa($mw0SciVLampo;
z!2Q)~kPKAxCw!Co+vdriA7%S%fQ%jh4Wv^An;}fAObu2UxMX9stxfn&fjhSc_C4w3
zK-(&^XQ1thQsJ0jsPuasHH;7uO)FC27-{pIZK<BXOL`oWUXI-T^C{9@?+vomkdzcr
zgeJL(h^CTLj*(eIY?(d??hFAN?&gbN_)uHCp1@00z9*jiA5`r(%=V_FOcX`XFA4QW
z*jg&nL^M@(;xV#+gl&zUz)Ny1)<`)|mP}XpW%^WSp!D3NcJcXZq9)Y3{ueGjUo8?*
z+oKnszXq4C;m=2(e)0L%W6UU_G~E!uo6i-UigZIjyZT%{0wr-*fZlz67-fsQ0y<K<
zD{w_rj|N7Ki0=yMh}f>c|BTDeKPP7z*vF7bH}Xuen$~=j)oD#f+3<O`Q4tAcoi$*|
zU;gQ2|2$hyMgBzaQ+$X#{BNOs+`)dveA`t&B}6PsKgJa-vNctziD+uBA)k=2#kLeZ
z0gc@g7emZy;ETY&)YioZ!OT)yn$pY{0sT;>Q;Ej<UP~a9W&0wyu*7E3OQ05ANMKwV
zCK9ZA$<c<qo$DV;YF+G7jXby1R!4>^S(n-_dC}ts$)Z=G4PFxI-EC0)HJepWfG#Tx
z5&Y1#*y6(AGFQh_Ke+IZH6o?!?lRjqaPn28qT%ni*CCp{EuyJ{t3M$#->_xr2~fds
zEkrb9G3AX<*xu(dfr%LRU5*vDgRsRcWU~We8Yg~C_2^SLd4(q~TdX3PyvBA*`CJr3
zyO3VL|DA}YVTWG7|M@5Egd@9t|1Xe_=d?d3!`s`35WIe0(Mh1uh26g&ew+msdjEdd
zaj(FlqoRSO78dc$&9J{TA|6<DL^QDca{>Q97x25EgZt<0h5v`%Uf>t-ryR$HGrNFa
zh!=cF*ToAur2q7TZA7?_A)So-(Y9L2)`cMaF4|SV@R02eWF7f;(VuL6$|-|{ax``e
z!&GNB3W%(PVJhb-l)ZgW(i3b0ez(<<l>%>4Vd&upqGugvL(j`XQE})YjsLQpa>e~+
z+X?p^3T3><AN~Ps(SKmK<86DIth^^O(v}b|5lzR?_l}b}e)c6#A~@!Y;7mFD7(Id4
zpvzB2Z+wcXUPC2stFj#gGx_7neNhYdB>t}Qvxs(2)5QlB?jP4r*!hDB<xj8~I%MMv
zU3*JGC!UU@@Rq`FF>=%i&jek3JE8gsw;}TDOm*~hL~V#gbR()p#79&e5eWT1dORWP
z1UljJSdBaPKOJ}Ke=8c=^L_fCp^<%Yc#X1iZQQC_G%+{8H6Y0jN27<IaBo-j$IA7=
z<WHP&|Axr}q`!~J9{lqIOgdpdwa26aCgm~dfn?n<sf>vNiMDZtjGdIJlQMKrW)8~8
zNtrluMj!_#r527tQ*CH)q1w;|1=Z#YREcV{4OODr(AY$^`5R|mR2$k}s7;PPbUJKg
zVa>^XgFU<gHVtfM#jwq+9!7f?#fk-K_vW2on^}b-hW-M7S&$S&=#TH4rP#kyUJ(mC
z%%9OI1`*<>mW~D8)H;@GAEB%f3F$g#rGTLkW#I|-JNwOP_P-@%i;ztoPPLC!J`gd~
z{kNPTvrP6+^=0WCe<7BoYVqU0qBJ3Ro)vlO>%;H!(h<_wc|OZtEGwUTQ-*m&@?W6e
z14qRp8n=a#?uybMV>WJXUnwhp3E2cy&=~P!vA;is5sgGzZMkTj(sWM&o^`*jR68kj
zIQ)VmO?xLqi5K%|IHGTaR6EJv2r-;wGxutw=QjH=?R5~HC>nM2uY+t>!b{`$V=nHy
zC)%IHh$KE2(hjAI`vy9;G#K?06{PzH8W9ghIwA~4{JoG-C)w^eeJ@0#;z347wQ8i@
z8D1!KiMz+>DcY%{?ERENogy&EN8||@UOs>f-YiGCx{tOWET_y9^4TezraAUBWr>KU
z20ia2Ig(>vtS6uYApZDYdCLcZtKxV&k@OT^F2J|%L@fmu*e^2Gy8vGw>j>!<>f=fF
ztFHT#>?b7UqBpr_zWj&5XTfsN4^9as-K|RfVBQpae@VG7WHX2VS;Wxxxqp(~GOR00
zH#UBI(cVo7I3?J(o8a}A?Ctf;>3FaC3_nKs)qhgcHO&q`EvzrfprXHd+1^YsifAgj
z{wY#0!(LBM0D&xlT$o|+sI>J(Fm<NAsh)sJxH8k;N$Km0;N@BNBt3yw<<i&;u=c4Z
z_kmXk;k~BobQ(hF%QrJbE$C#%$ICZnu@J-(;pH27#wm8ItFNbT7J`=evoI(FQ=6fS
zJg?s9l%YXJeD&r{C{E8M;j1_6P_`IJbhI>*xJ316B+-a?B+(JkNWxydIdqCf67AI+
zjgm(b9VMNzY<bN-)@Mj*v<zPKxvNtKmkhTAj60g}Dm7(GhQ`b7n`PyDp&T7Jw6VB3
z>vfTn;PH>2Ovr!St0SZyUw@VTFxlN*uI#F}3gQjfomEsxhG_!^j8M<W*Ph7@CdM{J
zZNdXjYwoCX_{D4Nqa>w)kj<iE&2@Hzk|Lt1Cp9=t-d<;aNl$=w9;P{QCnmYhQzb{a
zetgp&?XUC^MNkjRe8--n3=+{)a-Y-W_jl|)^#op$yD-T;pDfwS!FVI-+L$^RebT5<
zRDwDfebUGwqUrEVpEN2w&DIF?Nu#Bwnfm||+-HiSlR&+OzGfu91NrDL^f{wV$XN6j
z9ToML4@KG3Uo;}_FFGRhm;dhPjN}ui*%&|QCcFuz>BqfNryupoBRA~>V|)zs?$&5Z
z7T%GQ$hccD;(w`Y0QAw%1dNxD_GdoY?za8q^2#Hj9J|@*t559>mA^zZwX{d4UE@Eq
zS1G5bKvRp=jC>$7HBq?W)>Y1E?&cK_UhqK(Zk_BheGBiu5g5rUBREM`8hSI)hVu!G
zN!>GSD5)is)Oq);@9hI*rLB<dHLab(7`1!~BQKZXqRUns#w7NLlrmV9=NXuu{EF0Q
zu{<54=qpl#&v?Hg^%AIwgA(N6prkz@rRdb5{zYGql2s_l$0P9xDJM!4JxxbXJ#Cq&
z6!kQXh<loj2!;Ot_lA_b;SBS+T|uz<L*I|m)a8z+Q<pm4)`mr6BYZg?i97X76zSBc
zXmEI5*$Fs3a*~o%1V>KJo^h|?k6?Qp#AGJU6{lm;1QQb`*KwS?g2^&WmSS=bJ?}Oq
zt1(%D$v$MT2a^I!W<#Q_=23)`vUgI}4$9UEEa}gik)M<Da!@`_%0pPwQ|)MVsdg)|
zW>h;Psz|k?QwFNtE2tvXjs`5M-K(e~)sD6$YL_z&Rm7h+udjej1?ze^8F1UbBk5u+
zYNGszMd-Tz{u#Eee;{ITUB4uy=zB#zE0)6#CK6((iSi#P>j>#;eqL%(juNh;gn$?x
zB4B7Vkj}b>rxm>=D+xjl(S90NUqoXF48nr$-%<A=q3K0^NVj>lg7pmOXx%NdsE*Rq
zn}M8gmVA;~w8#fRaaK{9(%lz9c#|TBo`A+&ts(g3=wkhZm^)g>Q{RNaEX?UBY0wRB
zRy5L2nJJReYAtJ7WKb+3nhp&!&yvJeMHW55mR3a_l*PWv_Gn#{r!R{&3fF4HZ}*#a
zmc{X@0u$bIc$g&0wX#i7XgOu4kj*xAHBMoyhFhP)i3W0wg3H#m37z}kQ*g=|Q5ME<
z7kdltiioF^ANm&DnX~NEB6|z&OV9%2G+^nzsQVc>MJJ4gX?O>&I3m2%KS+Pk|6`!U
zxJ@61`x9k~(OSobM(f~n-u|Nz@o23h!g&#Y87}4=i=6ajIE{)2O&ygqrf6Zf=!fo3
zT4pZJAo0E7vZlc2i>i`e#}t{AOr1)&H<2!2IAs7iwH<!pyY2a+jB-i`A)n2{=`AYR
zBAS|EhjZ+=u{r|k&o{;w)m4W1AaFf5p=hI|7vbez{HNlgmV$e|tYfNouLNd%I!d}!
znVDO3MJ_o<`b;i*Ntr8hpk8+25(JOMBAQlj?m04fN>Qv2f{j;z;7wly8B>cU>j}JE
zEs^QyJjYzENMPa#k}noj_EU}uIo@8z4;CGKG84Q|JX;9fT&%8X=+Eil4Zsp|C$=y_
zxhD$L-Us|zMAP>H@11k8_W^$g`RHHw&QbrOPXj7C5!AQfZ9pZQy$yV;Q$e+Gx$=4D
zRbI~n2A}uxFC8oDU-4MPGmc^JYed|?L?Tz{x}pIIa`JiRTJ&i^jextBNI>X(B<o1g
z7@z*Ne7_@ue0ij(pVCFA2+sdI3K+Ln@o>?A&Hq0>T6CejGC(NDKI>_*un{v3k(FTj
zW1d3EcdT@j)bs<-6fKcwoF{9}6!lhSi5#S}aObN<#89iBb)IZE3pLc0^)h0<g*5#<
zGvXHoChkx~$BXmliuTINS|OXzGj)3}7PVA1iD(oZgazHheRC3WzNk4_eyJ!}&p`9o
z54{=4YtNJ3my5dlAb4SH<vPk4Uj!Ym!2C$3B9%a0{GKm@`d5ou`yg0+wP>vJlQ)4M
zaAwzR=tOw6C;!R#%BQramp}6!(Dk=_OHO=>vf2f~VYD@n`>jg;6lJ_vimrULrzopk
z;7?H+E--Jec7b`j=M_ptrv-I+`V6Jq9!m06kN6H{JCr7lqdI!(=lw*5*v`I(i2J#Y
zhzg|-QOct(@D&KYM5&45&aR`P&R)At@mQbEz7jL;3)5t7+VpCrkcPzpuH|)$;rrp7
z3+}at1$8XIBn5+JV@!U)NyGP;v_soyjY&C7Bur*v;pvz(!NdfKw$4CyPRhzj**GW*
zCna}KQdoaL8S%I~l}@JyR63nDQ0ZTx3RF6ccU1Zxs34V2n+2uk7@^PbxI0uZssh#?
z9P%}`l9<u3c$D%k7NQaOtqW`=u~Ed(<L(0+6^Bd8UJ+0Ga1Ua{wS<n8t|j1B?g7dv
z9VM<Mjtdyt4SOySSWCpXzDzEz;HTUWvRO>kMDf|W$U%syUq6L1h(%)^C5@@0Qj6b|
zA73C!TJa|3Z*LA^n(WGq!yjbwuHrV~zX~NimB1^n=cX6K^Tt&!iY*IcTe!xEPm;qf
zvViN06Acg=1sAPTo(2f|XsSV!MZ*F<nyO@qXq;7R52hL}vY9n|FtrmXf+Ig*ac0e4
zOx4Mv9tkg|mQM*Qjg$1V>cMazx|m+Fnjbp|MT)^d$At!iiK152kTfD540J?PG<!pJ
zHj_l(P}PWdEGSFF-cX(EArjtD6%^$+wdlxcD1pm}bHX?J=w+CfFHtt=s(};nHw6qg
z2zaXVL2$Hdr=_^2pW+hoz0JBRGcA#YVAhA8LK*FYlA3k5;^N&wSCH}pxVUWa;+#9A
zQ*rTnvfEJ{q+IjnC|GAK<9LZ%=Xs&1&dy(V7Jn`&4~1+tvDK`W|ES^qQ#g6qIhS3w
z9lYM34ZI|H7qxhNe^v<>(R3Z@_4aJwCAOXJ_4aJyCFTH-O&vgcd{(CkHAVLLY$lY%
z!O+*^vnJF+bOId{>I9udMX3{LMBE8<L?~H&C$#@1HY|ExpN-Y%xj*RW*~Z-J;we52
zy5SOMOHyOxQn>$fO|eOts#6XFcCLWoHsETows>PX#Vq9D{ZWGyr--3*Q1c~M>4xIU
zlD;sVmz{bWD3*Cs1R+=V)Ug*azFFLjT-{h4?t?*<O~o0?JKhXr5V>|!aj}<3x-`|y
zvo<qyv2vo*>6qf;M5E;2&2^OMbgmWeK|SRwm&oSL#m$s!A`7j)cSSU9p=+1OCtHfA
z>Ivu%0CKh#H&uT0MeukljNdv5bQ-ED$-nbn0^7!~^XCO7q92ot?ZxlP;g`wh+lv<}
zk(UL>(o~KS(WtT?6l61D9fg+)2G+u%m!GbJtDUP@lH_KWNyqn#vy~R2FnY^Ndl5rh
zti@&0{)6Hp`m$cq`Az3d{*&~(yNW-Pl;=emu=|!ke%w=BTbU%Hsp#h~lia<<PCbE_
zXug0O`4rJ!k&pM5&ZJ<3kKk`SFA~+D%XwdKJTDVVdA;$x=rX%7&&M0j8$nGR|Dgzd
z<5?$+MpydA^InlVjjr^K=S7$K8_y>-HZ+RT=bd#Gq5%}1cQ%E~_bv;&2HJDZcTt8o
zsVqy+o^$?@)8li_u^JT*o;oTTam!s144Xz=jfh7~9T8QPz2_Wug{ey4bJnQ%RJ070
z7^f38QvRN^M$Zqf>F8;ke!Y@oOoWe#M*z7N*CC1+10B=D-zqyVp$8%N!9mDoiUSrh
zU9Y$oGOe-dEihSwgY`;GdSlW9lL;6Xaxh84qyZ*bSU3Zd9oQdRF}aM%1xU0d4KjwC
zVS$U2GIUU8PRhtZnK*MsAO{Df7CxF#ZD<v#Hgxhuwdss1QElk>MYXAgDp74{TTyK`
zxwXkT1%`kJA))4^W41NC0yYf{9<|vrCpE+|R+)fRq05}-udroKj)<YloT{OY>yk2C
z#8Wewg&5Hyb)<Be19va_lWSvO{M;DsNK@wOc;NV{3K$xDXI)`OAxA|xhRez_A)B17
z;+U<h5i!)&UaRV8FE6`7?pAdym9~*kyCWL@bdhR~i;|uJhN4(aYi?$u3c@INTomM0
zU%pJyQErKb_q=aiA%kKZ&jj5OhyzIIwa8d<HO7&td?Db;mSc`C@|`PWT&%;Sh!ljz
zOifY#vEjxQHdtI0n7G@Fo+f*#hU2CbRPn0TrCj#xct;B*RKQc&jj^PAGEpIZ%%t(7
zMo&qmZ)V|R=;vT^oFg*xR*RpwEPwUMYSB<$rXsp_gCAC9;Ophp$h<_yB=&S;x~M7*
zv-A=5<|3N*J$*zy9Ui-epLe?0BkJ8j9SGS{`jShIVdQunN4TPsN5dC=KV2Sim4z>_
z2h@k77;%=Wqo*-*s;CJy4vmNhS{)G;`hV36>NVkM_V}rzM<!RQ#9mQr<aLtOe3ebK
z@mcj)t@eDx(A6GdcQjd+>v%Ri$A{_C<E1SoJ1olUx>m)N<7)zjn>zc1LqgK!@~+NP
z93RTcMxhXUOLkCm|53^|5e+}Ad_~^K423lO%HJt}%<Ke^u7}ec(<D6`uTa6i)rjf{
zq2jtI$tzUw$CGrFbQOAihGVn*-BmJorlX_sK;&>|rXyeZMa0lZ@!%@iIm?kAB$nm=
z9XZ=EQ>l1O^Ly&weo&IlL`4#BFXlfR|CW34SAtw!aJiJ{kl>JvC<Ln-u6Z~A_EPs6
ziwC|qdBp=RTh}<+?ryxrF_*=I_M%i858&wK7fN>#4e{WC-2NIn!vdty<iXX#wen!l
z24`@PBVBR~C5^8ahATRO)Hg?7FYHlYo^p)^gaTquCHt+87}C7FIVpBB$`J#Cj-Cbt
ztEdV!0gZ?U1d+(KYV&{Tv-Ym5uK!a0WXmK+guL(?3jyjr2mxAsc?b~e%f2`Lyw9=N
zX9$4rO&==n=$a6`Kjv)#<Mw{u5%t-prrQS`H~f^{LOB)yK0D;-s(dV>>2Q&E*wI|x
zeU0sO^lasyE1&1)0mz|890P(xR@}Mn9&r>YpNYJvI|2p%4%`<-z%j=g$}hes9v^cw
z)2r(hXd1F%SFE`ZXewV9T-+<r@D-(wk_MW0jyv9yYhEWqPB?}H)e<-akm0{1#gQ*h
zI8u~`0-jAwYF#H&PC7;^A_a{dVVcMD#auiw^meuhj}>_6LdV;u9Q9<SyO2%y!vsdD
ztlFKQ%*ZQpaLKyb(#Qc904I<I=NwhZH`UDZmFGpFG;+XIz*Rg2CX$v>=2priu@tow
zxEXl8{QPzDuwLE>Vz}toCKp_1fdr5cNTw({(eP+Tb=Tlnb7W(A@pTqMwCjMWHotZ=
zC&w;AIbtBuF`<EEou~@!VvUFg5*?8-z-d>uJ%xySqmBqe-p(H87Ls3PrirYm;%rDB
zKWh$h<pw*ON#%|3QZdDv<O94iNxjWu1nv0(PsbBme~IFpqMUn*GW<>(9U)hyndEOs
z&P+8K$jU0t1|EG{N`4%dA>YxoNhL$eN&aMTh%-shi+{<`v8PtCCj=CG_!PzXX9OK3
zDn?!&V6NgCHpnbXercfFut;Z9SNwDCKi#S(KD9`O{I{mLkyIFBP8XEszqZnermNkz
zt2$qc@G)ZwAP;RrqR5nL&ROBlmz_}UtnS<^$#rkI7rC)F!04hdAvm@##$+#&?ZTu#
z{@DkU^%$_$VsaAy`~;Kd@y}71L?VMQOm5<z*D!HngBC%eEqqa!lL~TDAq5U9!9lq@
zDQ5@e>YyB*l$(Qc5*EQ!TUv9fEuBnKZMUP!RNHJ+k7`TD8LI6;#8GXBpn9ln)g0Qc
zRNV`RM0Iltp*!&7U)xw`R0V88SOxWBtKv<u&TdL)tS4O+x4pqu#T`TpT@}Ar!)cP0
z0V1BdYk$Out709g`{Q3l;y-a|6*4ZtnWc==@xWE_7y&~gY5yB+Rb02G^RT2$7qW$`
zuL?vo-H@ApgDk7%Ow|+6y~|%~Ifp3=eGzP~?QE(iphJ{aExv3PbrgoE4LY8<Ijm7~
z_ta6+A!=w{rz-EcLB6T$oTq%~%^^(Vz}<8g8NM0@9G6hi-Ar^LoL%2J2Y#O=WU~QB
zW5ieRXP?Z74mcVCm#otr4i;sSmZQwo$m!wcSCsEXd2}bT`6zP~=1nF&4w+-IX!Yv$
z#pcDH<@GNj3Eh@#KHVHc?vFIjmcPHjwk1!FGVhTCZnDt_kkUZsP|_m;qTd{YGf2^C
zMCY=*49*E5a?DLO4$;F$z_n9s^i8*A`my0wM@mPZBrM`FeC$1qh>t!xA}TNEWwTY5
zo8DxT!Hw;mSppRwesomuQq<D$uDHGMdd+{q?R7cd1OeQ&0_im>xEdK+>I@;RIylRb
z{MqKPvc3>~lf4y1pG1xC=o}H=L1;y{9ne+f@s7?e%4l7k(7i?o7+&6$-^uw&d1b1Q
z!@fjn7Qnwmio}B5o1a3-zxL@Uson4C;anjvzDWl6bT(6#h#aVse%#ZUro1kqsaG$#
zNqY2h&ejvqEh9}?zU+Jj%mzPk%omurTZnqf%HGbNlCn?8W}hlGPW-Up?x%3_auqIH
zS6w;^H|Xm;pj;JY(HYsPLi0K0u85{nu={57D*5V7Hd+6+zw;OQA$I~mf)h+pbP}j3
zzF;#CsYc>^g;a4}T5is%22Rqet7;_i2P#w|vv-(ZiY<T3%L#N$s1sDhB049~h`1Bz
zh(NMIGLpRc&O|xYL|V;pCdj5tvV51hkzcwoog4>1N+SsioJq35=<2z^IYuT8cbV(`
z?-5OrrP@Mm44Y=xCx7iVX9-o}&Zg7O{a9)oiI0%NNabzj0P@KqXJ7Ja2WJdvy4cw=
zLM%_M1L_MK2bH48<4P5xh@k^G<bz^o5V^e==;9UwowJiQ0vT2(d8N+KvL03b7CPy4
zpRNfXRaIrMu949zpA|4}uY}i%e<>H~370PjMZDdUZ&-?41oxcr6v|{44Rw^%J(s=i
z%$MifBGGR+Ey_G^4&j=Q@U@qEi+NkIP*mq_Q&u>imx9)b*=%#zZxsZ9cLY3JgRQ$o
z$SUV(MWkT+H=1nzEpOFRWPAB1*H%|w7|QM`XGI0*05<F}3}Ckonzt)g#XLGvL0&Ye
zeAt{PpS{IKst1Q*r1}aJ!3`Hc;z+e97QQ~bx8A8JI(gJvZ>)Fj9wq%H7&RTNDC7M}
zmZaFnC{$c8>3C3Qt$f?tSv4Z=tU4kTOj3i@_2tqsGK^$ZilrV|(8dy7J|)=%xA(U0
zZiyp?nrdzT)Z~=R%yhEKV5vcdb+%L@#|)N`(9Dd?w9!e1%=pIfsmW<srW6v|NUcW-
z4ZtBSIV&@RNFi!FAU2weS&X=+35bUzs^P&#4`oIQmW%?*Jt1nee@b$e(U3-@2(?N`
zYHDg)meFL&Fu*@kYC74{(K3u=*HRZ!`Yb9rH9a#8b#LpRo@_8=rjRXdpdLeN1Fv-8
zmBB?*z4wGsY)VF!ktzECia~YL(o;xC9krQ~;ZZBgKvp$U8;~m<psMNV22J6#w9G7~
z@SSj|NeU-{MoUl0q>5KIrDtSjm{L-y;@GrC%W$%(s@jii{z$1n&eT<#lC6<yEfOE5
zRwCJvYBc*3TDuZ?)?^7L3+kys<nww^1Qf6Bp9$+wBQUR`UL+g3SOUr3NVO{29HJ^D
zH(m`UkL#;J{%Of+X@)Ek(m<_R*<dtgWn>zRS@6%8Y9OuqSO${$4b*jV8t>^L4b?dO
zgErTmYHA!&npoml|2}A_jwN3=QfrV0oh=HfAEkzn_0`n@az-lFyn~-9%fxD$jsgss
zS(*4h+<F~aR~_NXZED#jhoq%sq?wGVs6u8&dK&G$;jTLdb*mg|G^Ic*8dFn{3^l~A
z9Y8`7)E)mA<3GmuKf)OQNL7R2QSnv%+><6c&6tp;W(mQVPcw9J)%|_G0=bi>4)Hne
z_exhCN|r8O<1TN8fZ?O1JL+eUhZp5=G9*JCq;wRDd5`^>Yy=lMu^s1@CUtm(kL5uC
z`BNScMNXO2q2X=It{z;iGF8|^8GqZohcW_%52XptQwL!Zib*gg{c)J;gUKKG=dYNg
zVqpU&KVrrMOrFI*`$MAbmmp(j&QPFmQiiZy0wtZ4k%KaUg96CGL8+ZD<s5`{6HbVz
zHneI~8@j-v+EhUCR2w?4quTs{II0cpG^)+ls1j<ElX07EhxBNsM#-?_@j^4TenEsE
z%9-OoX-e+c;S(2+wN1@ATNYKfEUJ51)Qe?NC1p`g5f#8h29c=dYMc~77Isx@lD`W5
zL%H#-KpSmIF6F9;<h^}rinNI#7K{VL3oX=o(gzGNs2?D%{sl}9Geo;7fOxs3+E_Zz
z5R(@GqQ$3bl5~e5-f;lpwN`3<={`dY+Xjf9zp2U6?+jsF0f_34)f#fZ9n!14+JZ#3
zQQLr;n+K>P$gVbOV>y9mTpR>NyR}tY%E=rvYdv7TYpW*8O*tlF9bh`wE9oS6;u!lR
zz{Isz4RT+OY4$2$0;*N4&X47e;P~e^0KQ76iuE{t632hL4Dg3KsLAqdj=6&^alchb
zP1(sYS!)1O__kV2UcxcS1#Zk5j;Y^SZ7Of(e{{=nXYb`0zt(QdCmd6Kv>S7oV_Hmf
zV?O1W-^aT#4>{)DP9Wwl{zt9nc(xQsdX0l_u9W9SRAY$2Z>vplIfR+(r@J##7-H5y
zH=-p&1Y?JmW~;TOZVZvU3J@RmE=iIGGQ^JFfcU<DNquPyL!=;L@UW7G(o}}{;YC0k
zA5#(~6;gyWliB3W@g;Snxvb20Xj&(Gft=SEBDE7B`u0}irS%N)vl9?kdaJdh?F?~u
z1R#b!1J($S+GB0vx&XreaY?)cce@~>1$N|S#~gn$skBNsiGN(;FTwsLW*yuFS&#at
zHKi{ZV(C<O*?qrP3nx8ZQv+B=`nxP6PL}U6gB?5=Fa`b81i3QDI9CJa#P3lFB>s8T
zUykAEF~xwM+aGMbKF91WVx<0L!KZVg<qVEK-$zX>EtnfCx8;asOQGB!FT^A=hCMm@
z=o~=5F;HzJ59XL(x&x+X?YR}n`^B-*taJ{~o4TFlHIS!s%*axPsYK?~pBpdRIJz@7
z#?sWeN%F#b#5h15PKwLNHKgq&zroAwwm_L@6XN1X$atvYMvlHht$whYCBM%x)|G17
zq6IxGk$1a+R;`Apwd6xQtJ1T;BfEH3s4hQ<+?p{rN<PO6oo@k!?i8t^q%f;)Jn5Pg
zSDA^t%?q5`2nA{kQ=gN+<(O|?2h5FOYESt$j%oG`VCD~3`@=TI*%IjQqHcir@Kn9t
zq-Xy*{!%!@&d2C+W<HaZKpvc`7eJbiga{bV@`o;hd{h{9Ng(^`HwY)UKbaT6a=W2L
zUbW2|DK%k;hXfGck$FQUxTX`Ou2TU~xz79)Vi*H~whzNj$p$Qy+Un7~p3-oJZTSwC
zUGCQ9w*UMnX(G#7yBx9_SDD{Sn#B-rEMa^{Ne+fs-2o7ja@17v<yB)mv-DDyWq*@p
z4U|?hgoGvo+)~Kk7a+F3$FQfc#csc#nxs7pVJ!qi%c=8QOUD>u{T4NG$x6_#=hXRO
zq}2p)O*k=*)qH0@6rJ<h{HD^sDPjqR=?}k7Z^9ILz)Eew&;$%2>*D+x(qo3by$!JA
zzbS<#e&yK^a%_?sDOdWGIa(lgTF?)RYm%9d=BLV4DS9|r5wc*QT#J_>Xj3;*7IX|R
zt;An8ci$Li<VBtt1x1FwiY+@$jUkU_G>IUSdV>+S;0509r7O^4Dh%dbdEV+VkjJ_O
zi6PIQoEh3WoD7=<90u@G*D)%_VKm)8v~^{&{6)2jJeuc?E&=qUX=+mG<%RL`6gS_O
z)Ev2h|FL{CE7Dz_!!ZrtV+=dVuX4=z;eh#My4qZRlVjeP0hpYZ)oghi$6SX2gmw|M
zWhiMr147h(o>iqM6b?@9){a&EBu6jCL1^MkwTpa>V<x`^7-sXxBs=Dn`tlb%Z$Mwj
zo1gYdd-*4hISzv{c1TUqBM+9CEx*r>A}e22{UwPUcoR$`U@_z;<*B`;V1|h73JBV#
zlRESXB$e~Q+oD<4T^#JXcj%K%Rg~&6?DSTEWxa>`P^$a_6^^N~{N6($ADX@<i7iy?
zNbm>^%Jsu=)hYG40p!fQMgCF`h8^=fU}w%-G)Nl65c~4f_Dig=B7Uyj&^T6f9Lwq3
z5{llks9mIK4Dma9Ed&{AsA1$?E6jSVEbG;^kOh{_vu61%u0#ya3=d}Jzkn55+ZhT$
zT&qc<b`P&cCJa**>2;R%en-eU<AAJp>`<|{8MfU#z}{}O_!-H?5O2<696Cq`8RFNO
zfPn6(NjAbrBb{Z~O6c&ETjSY_qoi95du%MjHj}<#h;A4(sXl+2#?@d={wvGMo()-G
zu{Fu9YvXFO{wz->zYFd9Cfa58#l?eRLzE)AO#=jN{+_SA5Kkku6vwjmyZ~9y)qSN#
z3=wSu1T_{Y8%kRJu-Ko>|K<gS80M-GQWh&@o2wQ|9T?mR$AZ7=mv)h!VTf<~yE!Z{
zl$xYr4BM+6U?HFmmnJYoJ2N2SI+yl`sRq?@!z*sO+=US0iW&AAnlr>}+Hau*vLZ;U
zS77qGnB~{O83yz~O_o)lPOQq>X%)-w_%h_v_V2c?G*Nn&VSB+~E*NaL#W1Pa&9c5l
z--2LOlf;b6txMvI!BLK~tUqyRhB%lZU1W$a76Kw}iP}=S#}GAe!akwSk~Y%!3^CRU
z2<oYZC195G>nu@7=RguG{mJtGK+gcrsY$N<Gz~VfVQL~(BnjJ~8$ZSA>xWC#7E%?4
zAZ=LLj#45+bVb`5+KY6P3=Cm^0}x;@p@d3P5@&>vuU~_HYtHg#<FKM>1NmS>5M`w<
zEdN(*EC{6SNR7uO6{P+QTNMTsY(mcU=2DU<jbd5#F|>dkL+`w<Hk2kaY`^h<g>fpB
zgxn!O^@bWL<+H43aAFXDfOM8h7~&pI@BxuXRxX<v&$L;}vbI26f=Jm`TF3r=4d;$v
z#*}RhQn*SjPp++m+HGa|D<?ocgikF$TH435Lgql$U#rxv5?qLjjXOOb5a2$%?9Gs+
zHKeO7Yg=<cOcdE%dv-;#U=4`*oaL9k2Kf*!DQOgGRd;p*o3Q-I@;?{``E=RwFPOLD
z>L~|3f?|R=rXd;*#YAyT#T{-;U5;5h#EnVgm;@XHk&4(4sVSteg%m*Uw1i1;Dh4OY
zE}Iv<xx$Tkj$_(wbz{bI%vBHOC5~x}lOxK<!Z86wZp?g+`4b(PmRZg*3%bJMW&{5t
zw1Yc)C&#QC>BfA_F`wgNkFq$!F`M577B~4HkJiH<U-Liy#Mnj4{=zY84>zXVSFC-1
z!^u7^6Us5KOm<^xa7@BxVA_!XG1l(R&g7Vf7|1D$_8hYd=Xy=Hs7Z2fj_LR!VCJ@7
z+C(18F|Bd+`))g1Bl6c4m}!jvikNLMGauYzX)SpMFH->{?4JHhW8@-^x$-t(Ha0A7
z$k()sIDRb-|IddwlE}NGm-@>qIr<A6<r?i!Ys>FYOmnhehZ;tAFmhJl1_y3j<ZMC+
z_bYNfKqw!f!wBJqMb3GIaGxUQ4nnv+k#ip*+?B}r9ibqE0`36R1EC0n`XQ8n&>ILP
zBb1I%(>nzKZbYyXB6AVyi%<eWBM{0$Xc9up5SoopRfL=f6(F<(p;-v6L1-*On-OY>
z&|ZWVBJ>GD^$@y@P$z&2ay~^c9+3|bs)5j72yH_s@Gd~H2vtMKflzIP3K2>{s4YS*
z5gLq8H-z>gG!UUR2#rDLLxiRxbOND5gl1Cx=OVZQk*^_C8KLzEy^YXzga|?h5UP*R
zDTI;`x{go-guX;*B|<+VG#erL9zg35s*F%6LNN#(L8$({fP#PJ)Iu-=k$n(qi%>X1
zJrNp+&|rkxBb0;C0feR_l!lNEp$-TwL}&{_Zy;nxXd^<!2)&Qc>j)h}Xfr|u=MWr)
z;BACXBJ?dnT@d;Wp?47S|2IH^2!$gw0ik$=Rw0yx(8~xlLFf~NIwI5@p*{#H2n|PQ
z4?+_Wit{S~a2A5uh;$&-AE8o&S|GF<p>YVkhtOh#_8`;{p<@W8Aan^K7efC=Xf;9)
z5E_KgV}zC<ROwTI<{(rRpn{x92-ZTRijWbZZV0tNXc|IY5qbfk0SI+OXf#64A~Xe|
zw-72o$b!%ugv<!NijWndHxX)r&^Cm|Ahe&7oJQ~@BHu*l8bU82^aVn75c&zBeF#aP
z0kjjLV1#BM6pheagz6#G4xw~}Mj+G%p^p*jfshfQK?t?+`xn^XI0WY*avDO<A!J2p
z7eWgV%0uXNgpv_@8=+PRxe%I&&_RTDAaoX?O$gmWXc$7@Ak-P5UlDo*q4J*tRPa86
zVF*Se6o=4pgc>3A5kgrA?MJ8sLW>Z32BCKm8itS!p$P~zLue*K)etI1=nO)O5qbup
zRS0cI=-tmT{-q+g8<80Z9YtsWLKhKQi_krU4kGkDLPZGuiBKp)6~6#zC_+^b%0Va*
zp_&L85SolobA);#)CHm402So)N3c2~M<KKUp~(m>MJOMk_Yf*U=y`;eBGeb5bqGyC
zXe&aE5ZZ@OFhVB~3PI>9LWdFh9HAiy{fN+38vp+FC4eSG1|f75p(uo=BUBfmsR*SZ
z6opW0ghnHjjnI6Ao<pc9LSqq%MCc`isvu-Rs4+tG5i%gO{7Z~~rx4tL$YTiYL})oe
zA0yNnp)&}LN9ZO(T@m^kp#=#2g3xe;%6$b;Z-hb-T8~f-gc1>Ih|sGDWg>J4q2cWj
z9Eo6Wgu)OSicls(;}MEMXa+(bAXJ3VYX~hus5U|?5$c7|I{>{jr`(H^Moy(C=psn#
zeQG+{uvZ-oyE`GL)Q)6W6f9rw+*HG1vp@8_ni+Tysp&7-4j`h9^dZHQR-H-$h#_P_
zrhEvdB#|ZQ>?6WYj7_W11+}Dy-W<LoXD`4Op_?G{Ejf(OPr|<@p{LXi1n5G^lmoCI
z6+-S_*NG28L>sx%*TkG%Qp3Y!;zufMpo--8K7#GsRBv*FZ}JL9<yu^afg+Pp2UVlg
z&zs3JzL}gnEeDZ;Lohv?E%LZ^2v+ekym?IX&Ew)>wYt1QB=2|xw$_$=lfNpG$Cj&?
z<8ICNM`4TgBay*JM`69Rk1|lSZrt-VfwMWuOZ*}#c^dKB9XXP>!ab2g<R{P*x4l)k
z!Bn{F)e~*M^mJ$WZ-nl&99Lr`nJoN5*PVa+X7b?!xf<7`p2*~f6VR!(y_wXc2x4d>
zRg%5c>HM3AQ&*AG*i*o%lQ*aKdQQW$r?-}&r5=Wrv@T<E_fJDt%@lbKJp)}e-J9o&
z0#7ho%JaLgC{NgZLGNN-6rMIe!_U)?_~}jF%DE>sb-Uwx-rP57+@%c+rarm-wK<wk
z;%7VgCTEuW_8jip@XH(M4Z$cbe^bUNN~@Jrk^j_4!%7_`G170|YCO`^kbnF}@0$&~
z`&Z?i8TT!-2+$#n{3?|s$}!)PgsM|af)drgrKi8jusJ@#Kb*5^BeHqHuOv=xS%ytB
zpKLP7q*)#|qeV8kU#R8C?Q$hC@`y6LhWg}{PX2KES0fL~m-x#LkyTIsl3KF83>S;W
zg&G00HX4?6fwf(3^93zEu87}N<^7!Lf?NoP7>(t<Wti^zwoI3iw|?-eOHSQ_Ky+K<
z5Jn!TCFMxUZD4$ZvGId&K<53Twj%qty%I<kJ^(9m$B`Cy)CRJApLG`~5Jo<_17A`9
zE~CJotX8o5ucJSG7wBt?^v~P_`kME>yF2ba>+Vb6GS`3#QFn8FOBVhcwlp?(D%A`b
zzb?yzIoA(6m)4S>EyJ+?eeV{@AQQ%y3nwc+!_e#|?o}E_pw9z{|L5SxGs>`;#`J>E
zmZ9aqz*xIvkjGehg%^`}d3hQ7S4H|7LWG|9B@9&`i5&j@C2Y;_E5l(AR3xyZ2Dy__
zQr*)puCJi%J&`))YqhR?yA1UW-mX{gle=H5t>Ht?stP4-^wmix@7ymJ&z&mtJJ#7B
zV#_r97CtKmf9Ks<f#1>20xrM|;#N0PAZ07}xzBnlM_sJ-7JmAdJ9D=C<}HRz-b1fM
zNM*RT{m#3`(#iPm!5GJCv|;44?_pzNbQ$6iOeJ~fclxMvwN3e&yk;dLn{f}}Q@*1N
z8~YR34C-9o9d+In*?jQ>=(n*9o4208CZ|_<_XOjt$maQ<z$s3ZVRQTmY+n3XZ7BaF
zGWhLh)hItK!{ECoFgRXV-hJ|;Dmfcj(vd*FgprqjQDfzZ@4dS_^n2!;(6%&UK}S*F
zZ1o-M?e6`TYQ0U*b@X6N;|IXLRJStxI)CrOqF?_V=2-A;6O{qFP*V2~HB)|}4Dnd5
z%;@i#L3bvTqf6Sz9lmF}47fmq;S<l4NN+Nx%5~Tprr~o<8K(aqU*{cIMX~*H?;<1+
zN_rqb3O&?>&|3;f6G$RmkPwinKtNGcgrL~C_vYRJ$pLA>_VkGoM0tt`!QK$CJr$+c
zu>mUTLxtaW&dlzeySx7WQL@Q?_RKkF&YbDh3c5v6=3Ue>Q(o<IR6=quA+LJJ@%~#V
zku8l9Ev5&voT5BO8hhg_*LahSA02OgC%^3Z2Ip~D@ueqejb+?fSs?+DjU}?-?I~V8
z8E+&W<l7lqOW8|jh?Wv5v5kSXst!h2GdWpjSj{BTVjF0z3rKGxm+KtSMj|V=A#QR-
zWcK#P8Qb)?_eXe}At|=Kz0rIdj?srs9*%F|d5fI{(<)H19)$bX_ck@&(UDKo_om>_
zZOGTDsHL}$7QM?FARqcE^kO{y+yHA?zPG=KA>@{b-8&8cIC?S4JJYCpj@{Py_N=T!
zU!4t)S4JZgsWo}pNw<lmrH$YgY3J;9vgJ8hC*}Kk>Ob;ey=b+nYpBKPY7CYLtqYe+
zc^Rf`Pd9;V*C^R?&*`%1?DNrZo!cyGEG>-jwl$VH&`UM+h*+T4D)iD2nnTI!QVn9l
zOBjoD)(-Xjp>QG=e|cV!Uko<%s~Y^G<BJEx7tP*ef#*x>jacfK=uI<DIW%}&Y4F&&
za0`sSST9Dk7!g0K#HXP@mNq1LTN;=DY&V4GXK4sKX6fY-W{c5L$JA{Gd$xCA+WZ6N
z_IeR5DJ2=X<!GI<BH5c^jC4?jg($4v14`Zd&dKO_;R;Q)yo&BFMU5UVbsLZJh)i7b
zla+L^7yP7fS;yv9{xPX*gxNEDC`5>*l~;J{(x4O+al1pftxC8}KZh&)c$dbFX#SlM
zjg{74(}B;VdfOW>J6H!L%d?3*J<UqKQv5sLSpKst>#3{_DU{Y1QP)gnd6D2HNykco
zyh~U!_?M%&|8pts!WScwC^!{XNcn|b0<Y(`_VzHEV-7C7-_rCKnHwe0t|3}Lf3sm^
z3+mPv(=2%wVP6|~>>vlBzdNDxlE@B{aIHlc(aw8?QQ{y>lLRB-7jCf8Ph-verZkhC
zY1a%dmfWnck4w#LlvvFXswifV-4VX~G_sen+w<1@+h6p>(TI-T9OGGsY|p6DJ!R>q
z=vr?tn%&78ZydJ>FLm;EHjX)7{>bq%4>rBs8T~cSuhKG)Q&tymwsFz%@}KT6H~TrV
zxhg>$3vqC?H;(pqMQ}_1)o$UGUuBJdN@~}r`bCDzb-zf*OZqVoieJ3wbgJaipfjoi
zZ%lSjC;aM2A?T+p2yk2I<yczK-P_4n=6HFj6v?xM%Eo9;w=~<EWo*^nuj=9LZESM9
zzCo2}$*(fOgDjljjr~=Y=)u7hDv`Em_CtkUILb_|-gB^zpj?jb3peHGLvP2DXv&SB
z9dDmelKt?jY&Jn-$qp&W`exf*SzEi?<-GI=>_b9T_jIIl<GlJfNBi?GqV4bJ?P83w
z-t5ueJH#`B-_&ZtQ1Kw&Gnn!wdIwPS_}F>|U_vra8}TfMzVK-(<8{NUC6mf3l(Ial
z>;kQD6R2zuLj8lGmt(0;j<=hq+Ah-;DbxL$OyIFhw@I1iJgW@`@yg|63S0f6IT-Yj
zU8WBpQ+R6I3qx!$)`if!vGia*R@nY-7YW9Knv8Sjt$@#UeMDA+#<X)VqG`+DWCM%u
zV=v_pZ*xyF#moxJZIk!`)vk<>@`N~C?IW(h&~L7eK=acEYfo&5eqji17*Q(L%)3%E
z%Ui;YN;_m_$qdBbc%A;^xnbT3v}sI0e|G8*>}(3Xv69O5A2&Y}_Q$XL!hYN&cySqi
z{f(L9*XlohmAzpC^;}({o<+y{+iG9idYjh077MYB-=r3*?m+LF2ka3^p+{{z?d)%M
zJN6{Byk_W2_?;~QKrFpG+S?vWxr!Et8KQ}JkZ&~n-7+Q{;q;isW(T{E#+X##?TSXy
z#=welH->Lk<75?rr)Z4N3cc+-lkAM~7K1H`a<L^b7J>px`~CSpt@4R=>Bc&VrN1sv
z8&8mtnr{5RJ9QH^&YNyLrC$5t@(r<c_c*9!r(K*KQk=(ZYFRTLq5A{<_4*UA`W;uE
zglqM%^*WaZl5lC(@ZZVOEPK=&ioRk|z0v3oS#4@}c$K*uP|=OvEMB3bl`G;8XStrA
z*(5{hx^oB<O9v-=dwMcL7%kehlTWMrc8W1t{}FEfmXAl9<}c83<EOy>*dAa?rQt@n
z<BEO^^rCy(M|YEn))Jj|cB*%PXOS!IdUqQ8rY2maj`L3QCVAGn;sW6~HVV`zj6yR?
zz1=By&y`X1(*554R$3{xH5i8!|HNj~ByWcJnn_-Bn4}jyR)TQ)LkJK{EoLB`V)2cO
z_P*8x{K968W;4;9ZSp_q9FQcIyfcxo4Zq#nSJQue^4yP_!t*2=0ik)M(OrM}{Iv+k
z-T1Gy*E@&5&Kg3g*lk~y!U-K!_Ng#c)QjGpjS|jR>>N);8_yi3Xo|V^f9$JN)6*Me
zsrJcD{-(x#q4#1ab+bR!bGQBFJMnUqcQF>*jh^S7fwmDP%s23qr7EMN_i0&C@XY#_
z#(o`YTnBYO&rq$P&+-Gx9C>pTGH5O*gk)lg_|<^Ran8-HV%D^`C9v4OV*IAq6ZT_c
z$}ddO3VN1h4RuWpM)?Y8;6n6MnqHvvQcN)=T%e+5-l2r|W9ZBpZzTP>5b1F21*&+&
zJ4Qn_!5?aE^Y*3Q0xD?li!<^SDMu%5yUB~y%cXFU0S;2%3o@teb-}9MObed&MbXmD
zz8GVXLSFAcUM!A@pwE_gV~lwY?rbMF<_}1@aMrC+Dhh2@;Eg(X%Ok!>`qxd~=2W<A
zLtT3R4T>?U9Q1WgI;5UqyrGb<>PQs7zwwfTQR~VWL*Lwt0REc-{i1`${0xiKEQ5oc
zb<lov(kgzXSw`zWrD@at)J*%-t=<7f%RlW_P5#qii>&kTk-u((=?WESv<|9S?j2-|
zbby9AK?hU)1$5~ZUy^aV0^O>EcCPRaG;Vf)ZVZ9A8o=*FH82`pkXbognybZ+TrFtM
z+MrqWd-DD*<MlsfOj`7eIfeBKJ|Et3ei4F*j)K``-yQ`~Gj_%_QGW8B68IY>Fj$zn
z+2M<zsdu8%ed&<;6#h`F9VNF_7EqvOX|&?S|HUTp#8CP}7;Ix);bh=`U*k=r?|+TK
zMy0#FG1#Mk-(&IX3*MGmaEPLqEoKmn{L88|o~Pm5#dmvSjl91oX1zCGgJa^Y1$Dd!
zO;3MUWFL2=tkw5o>~o=#_&N=G>0WOS&s<mDEO*|)O;shvCWXSvXRGj#FWXb;idyTA
zS``~8paVl=8)HLVRXyW%1${+>Ub^6|Pv85zojotQk`K6(IY_iEM@%`dpctpIBz>>k
z+Z_wu-Ry#yPB*(SZ&2&lC`t)p!(S`PdlLOO>`B<~&8o_Rz1jTWwxHUl5paIRr#&tB
z*Hp8|m!es|nRu$2Pu=np))&&~PO*)s$y$7&Kz?DA?F+1q=hs3Vn76>U?QraIaD#Ij
zF*!RnUJdLnm-Jg~^d0NH{joL04Sa(;I6WVMWljIsI0b%8f*-Mgt8c>k9@L8j`mrBM
z_~CkJ=Rw!+RJ(tN<IXPx-^ax$LiO+2zVNRN-d>&~uE;~-NRB|L+Z=(8|0yF7f(QS6
z08v0p7hf?<izJ*2ifyAt`bCaIo+ffcAceL+AJ$1~j?+`Lkijpm*o@pI*Lv~fW^X3C
znBqmvDf)>A`9|-HA`++(^P;OzJAN!qHW$;(z9<9EOxnKJI}9=$9p!6EuWd!IV!C)F
zV~p0kUlT5k*&xRmK}GVLr0r|H$>ghsTdfI^H1Y0{;;m-!c)1iu!&kRs7UKm4+iSx7
zk3g)l2fSI>V`Pb?!Jc-&AlVq&{~&U#?-cAC6Sm+fS;hpKerIePJ@ybh=Sx@YDK~5Z
zAp?o?BvJZnaGH2J_Y%}p`!n`;G@<LB_H{t?#-jpFy2g}Oi|UEvouhCT4m%6<$j$-l
z@XxR^H&;!?7gd+>#+S4%HSZ{%A-*YtL)5Egx4M|=nvJGj3U9U8(GRC3#8Bhu8|ryh
zOTjVHV+u}y#Zv87gvCiapph}dQX{G5<K70?u_B71v2O!g^G4Qk)DCY)Y${@PJZ`5J
z{OoN&pYHJHcpkN@<zcB7PWm6XWVKf;ZpM?Sm&YU%<3Hh&a+5gWgV<E6vlF)azz)U;
ziqN+m%z>p<4JNaYD;<UH>e8trA$7*mM>XEQSO_K_+JoRFcO;iT<temxJteZc4SD7%
z?^yI#+>o8c(|kiKIa=xx&kPAFwt+4^jgL%q1x<E<xSIbm*4Nw<kTjo-hNxVhBAdpg
z(_7<wF`oNexpzCboJxGQ$RBI$y9{IH>+)^bbI+m?+~W${?SQfFGWTL6<n(29YPZi0
zyRg?g3LACZRCm%HHg+GXd!mPS9mSw$9OZqcDyH=BCNFpgVV)XK^}5-J&YhB0;CcxE
z=6bkH+FQ)j8mLeFY_fdD6N0CwmWKvF#O8iV{>0mzo9#E}Vxt}pcuf;*eZXsqhq7)A
z@RVT87gYt+<RFe}xKjySCIy~8yBtfT4q}M+c9vDEe7AaNafF;LgYpXK_ZN|YJ;AT%
zYcHe9Wz)|2adqj$OQ;_IvKRRwS>)|_vA&NZFVil*4B973nE%>&r(VI@0o)H6uDzoU
z6uVyC*SyV*2tyj;ayt5xs%213EWPlWw+P#A#Y1~7Ll6|k&?L*6j%48PD^sH>IBgr&
z^Olr1HhLK3`3PxjIQIA(-YK50uGmiEX&APs^V$OXp=EihQKF=rX2aEa+dJMf#T7Tn
zfn#INJ_KWyE1cJcYx|COlGp_AQs}!JIFHENe1~C<=N0Z*8*ac6??}%xuDGWhIGAL<
z@vS0#Wh22F*)%;j9ywyS@)+#lbQAG}gIRIOzsN|a!xlDT>(Hr_7#v{p-uEGZ4X4Lr
z>-}+mjM1bHRV4cK5rT$w$g|Fur(3z?576@KP?51N-(!PKFa|gfeVqsnO+Wq@y_`i#
zs_S*o=8tgn$~*^XwiC1}BXF~^Sur;1jQ@P%on}-y80(x2&z!)G#v6+9s?LCyLftRL
zCsDW0(35z{L92DrI8bi=B|Cy5;<h%SC!zz5jo%df7aiXCgm<!W)`9%diCopFynu%K
z%iCjJ$6~{mkAox*UPO<RE!g*z_ZplKg$Ir<W-@K}_`+%u3-{pX-nO1XNgAz@W_{tk
z8vAP9NW<JoZ-0p~+S?`RR*ghod1qn)vm5C~chbsb<*l$qolEyGjr8g_-ie-vTuIyA
zNCmWfo<Gj>UrBmjBXOK9&P}LGiH8F*Vq3e5#@=ybj-m3G%i9>2*Od{{LwQYnGOc3+
zz>e9JJ3pZw{WLnE3HAE{QT(DS{Z9v-17=N+^0r2nqIb2?*#$vQqMc9rV?3Ss*Y-%<
zK|BpJbj(GxIIGWK!O1iQo?-(d*J(hL%i=Pm?6;rZRG-SuLiS0npBV4>#H#Ckg;aeG
zbr>r)xDmhC_6ewbgy$|-+#OC_Y+$DGY+YLQauCg9n1&HQv#IbEXgK&Q1boVsxYI#o
z<?cL>QMj*^fS=pItXzQW(xtCA#Yzq1j4^!Nu3?<st~9*84Wc31_M;p8dB)A5Rv7~X
z(~XpRQWMSTR5PEdpcoZFrd}2oPo4gUR=KJ8m7}UA(9x!_pvL1?zTg6yl`9o=xCX^A
zKu^yVArvpc?ilCGm3cHcEGJSJAt!7qavM1tv}L%xXDd!OGH?RP(R+PEF@wW%-S-HA
z^lWH#Ju97ob6s!jP*Od{QsK2-C)dPL=^|fUimL0YPyP;xO{niB*z1vym|8dML0RHz
zU{qei&HT=uiROt~AJ?Op_eG)!Rf1m=^fsmD9$zPP{oPb}!~rZxB8*k$Bqpk{iF&lE
zC8B2?I@+9xSvlxh#@9h7@G|kpVH6xDBaEVnh?3**g3FPrXG>P5$qFldhNp`wup{ki
z5f0>D^s;e@=7PKF5_^q_J-Q4c{#DP{%5$|VaiW9BDP8ACi0GHBH5N;Z7JMJ+YmbvE
z+={!}!QwtxS_5A*&tA#;kHzW))@KcTZE<dv8*7(?g%PNESYXN)_|nAW4g{vQF~&?^
ze`P~sdgOj2HK$yG$K8Mh)M8~~yg3{jDf63{NX~EIF($p8(Kync*F;6iyhbxFkC9Kk
zFVWmZmZyM&Ea0LA5Vt1U*T(4Y0QQkUOdVCXfsIjJxaO_mdL(P!+Ev=Da`*{iMp-0R
zKgwKfu7tUrf%=Y?TO+Lw$*wqGiSd9EaGMlRyo(?f5AilT#M>BYRo|oE1PW0x?rfkG
z_qM{kp<}w;4WpcF?Q2K}{*_plRwQBu=T!&wB~|EJI@r<2n;ST@>o(69Yy3}Pf77vz
z)3C6sxGAO&esRFgI$-R7tDE_n8SU!Jz}lJ)W}%{r0UTM}Y5jeTXjrnZjYx{Je0paQ
zNl_LextMkKgaqUv=h2%I&BcOa6}iw(UilF;uxC$VJYCTOy>4Vm;do?9E_jYPJNG3f
z$^#b46#aHP9mDPs6wJmca{KlqHloe1ZNO|n3ciCpD*QXhqg=kjdM-|do}b`P;Dn-Z
z#X!>?(VMivkV?70(oguN8=ojq|7$0iuF!}gTlo^ut+X+bO1U!&DY!k+^s<NsvU*<L
zKz2XaSxs~+!_$CksMbIrhcdB7ZKQ0^;Kf|4s)WC(b=c5EiII!fyO(3*o(4xvXhdV%
z!PojpxYjxE-N332vY{1|p7WK6b974C0=PlF4yaVuIw&O#WDuE#7tKaYjM?_dz%hKJ
zXgIcs`&(S#vl+f@qrw3ycY@eY2Y#Q}m~uM#>KQL9+CiPhE_z`kD(U%7s3iLx+~=KK
zcAOSn;5g?L@+Tb$w`oKlb@8<{zIV{Rb<()CsnZR`O^Gs7pP1418X8Bbb&?v<v2O71
zri9<?)igmokk!=C6d95e%OyCy94`J)ulviN_9Y<+vhniWdEE6m)E!Z3nc^+A^UONg
z1<N39&_(W0Zoc2@;Y&0gR?r9RPz=;YQ2#vGXho}}2DGUsbg<2i-|UX(7HMTJQmO;J
z;GgfRZyf%oZ^Y0&y?u#T#9)&ilizMC=1#)nePHWLii|18a23N}<LF4Iq`I_i2&C^k
z49o0n@Za3w>=}>rgJ*PZC~JO3L#-kpZf6<o8rqxX)(sssibt5Y3_vxWtUwcV5KrKy
zT;Xd}H8&}e77Ro?HP(SGbYjuAjHm9SeDNMdy;G;=eurA$WiU!RB?s0ma}aNL5>0D0
zHFhgxjgB-Op}p~hgZ6JH4f4%3PBz3SOGQ3J422L=v<}864$gm_99G}VAy8kVMzS8E
zUYCT`BU6R#a5@uyrB}|&#RF&M<W}ygp}rPIKLzb=hei$ab;m6mHeQxHkEbWE9PUdt
z<|y8^cHY88u*klvP>%}V-f%gUeh6!~^`lE%V*kc8_itbsMG@tX^u-(N)i)~a-!S88
zTTi(i>UD>*&ATA6HV!K2emm5(dn4-qXHtE-Gzu$am(B8J^MU~GxBWfK*O${2J^r!X
zQpUh;KPmF}cCu-=XsUf1Q_eq)L1_8bF8EjfkKm08A$aq~(k+^jXEFM$+)RaJ{<~e%
z`gEcY<OK11M;|FxJasw<8}wok3_4uluh8(OEi-Viq8l{F9m*j^Oq3W)6?BOPMMS}h
z`*FS$tn+h&ULOwS{xQ-3?#EZD`~n#^|9mr&)6$ATw63Rpb+|a)*QjkQ`^p_<U-<<|
z7N?tODaPK$R<_O~&fga_ZJ{#m&mn$Y;<69Js`8x4zTqBRBxR~sgM8dLJWsh)*tC&?
zG;AX6R-abgEXSjOy0{OW<cX7gDU>$_-8S@i@jLrqMji1q-?$6_m9^N`Vf0n#UOIYP
zEjmAG*ZBH~zOM^4(?R7Xch)qdPP3a(*4p*?I&S;xfjH_=>>G)>Yd73A4jjgFZZy^@
z(SkZFtHf6<y1On?t#M-J1u-h{Nz+KB$67^vK_~W^3Bl0mbs_%8BC-p?LY$I*Na;&t
z7l_9(8m*%UYB>w_>wk*>o6hIKjE`qwFyj~3k6=@uFwuvNW!?*4;*b1CdKxbw^&SiM
z)ixAzf09p`7Uv_<rz?GOf-Cqb&Q9q`6?ec7Y#!Pj^J~A$nK90`xZ8%~ayi?YC|*(7
z78o(~WIR^XeKpV55+@GhSNc42QFOSMiYa$vbu=AJtjxD#Rxa?x)4#9tHN|wbz-Sr&
zZQ_B7CCea&>73X5W*EDaSWmj}I(r_sqaJlfak%c3*39hUA6L|4cItvfzAVp2cIpT2
zR9+jjqZBbRiqh9$gej6@f(WIowyt-hybBg1EvqY@Is&Lcd0yXum`X#PGb~TX(TblX
z{PpmjevxVvtB?FfPwg9*Zo)STZooQ+?yleHCccqxXiyfp^hSt0OX6l|I2Ji;DMT)I
z#Z7hKSjKL%a!eW5N@zfXLdNzUpDXV^2am;@H>_C{<t)R&+Bg$asCA!)V;RpcgN)C)
zGWR%`S&7i2zpz;YrAM4VA)u!<=*ZQ+L^^gW^!T+a^a}^{Xay$!GB0*9gGsYkS$h&`
z*CsVdz+TYuBr4C&<-Rn`bc^5ELo)nulTR&zu$!rP`Z#l`>rjOsY{RoQwyuCSa$WHQ
z-SK8CU5{R0iM;3rMK86{Q5oXt<dS9$X+s%2W`XM`=DUA_0}GE+R4e)x8@*8)RI}g?
zUuzuF@1`1Z2eUc1b?R-7FC0?%H*I*>G{f_nEBR%2GLME_P`KZ1IB2>fHVRsTasqed
zRx^Qv?YLDyMC5=yMn((->=*;#Ry?CRtMJ#nE}^oQJ-t8_Pc^Q<LGofK9*gwEwzGW7
z`d8Rcd`_GdZaGV=zXn<295|L(NpY?CYo4CM`#gMH_3vgea%i=Le`oi-Y2s-<rq35Y
zY>ugLrgh$nOl!TuR_ItBSiQLlUh%rm7mH+Be3G$R>Vo}`=K2TjCLi#lBeh@Qp4V~6
zf11)Q<-SbMvmuh!E<7Wi=40Lm0`edu^O}4VW3I&gUQxewqbAVZL5zlf<%-751mS4z
z6Ys1*pSWqfR4Df0{#!MK(CD@mNU%!R`g&r26Q1kM7uxxMtL96Sl`XV;9V~Q(0_KMS
zr&pu!3)lO)d2;N)0j@wyc^A;*mA($f5(Qio1}v`fP4ZlCXU%hEA*H&CUMF8GW1C`a
z4r9G=5Tz~O;2Y@KXa`n>fW}jC((7Sz;o-)VIPy$@#pI8k0Yb@Y_NmP%xg>^HM)GwR
z-^I(3@6luYY9-D$5^c*?zKpm0DYUGzJ|@mkRR}M~(#g$mk9z2*tn=x^=5_c<9wvDz
zUNRk=6M;j+lFdY*TLK-N63j;@hdbJg<KEze4>rVOi6urAG7{{A747iS_DbHn!MuIj
zknT-}zn~r(6Li$#YF{s7tOHOeB{N1RP*HJJo&g|74P8<WpzjPD&`_nTYZX7B@vCk|
z-}vSo7`e+`fmw?S->zw3_#9umFTqk^Xv}k;*k+D(92!lmiBF)vzfF#yW*t!QJr2@t
zrO_IpQCTDZz*_ss3)iI?r$NH<urT1(N3d`73kT+;1B10RGYyQLvj*c5HDhp(bn~OW
z_C|D~-42ZsdC<rc5(k{|baG8{B&D?s)-whxVy+u8p0@lO>FPiSwx0ug>cfg_jZy_$
zpu?cDF2;NZVvYmBnt%KWd~gfizX@YIHcSGQJ_$D>2W!0>YYbKH#6a4cN~YIz*vuN=
zaN}hM=b(eb5vBisDmxgzE6%SvXT?*#T;rUB^OJ*Pc@_3B7rg@?NT<bzRTjiGiU({{
z_@TWKYA&AUYbIn^adv(qdh!{hfJKrx#ztgUeex_^b-^B_CRe($hcnx#Nsv(r^?;+)
zW$I@H7Or)tWZ2=()qv;?yaQ$Xv%aY~AO@x3Cbg;=&K2U-f*S=>pC7MEvN}`TdLHPp
zJV9le`=#tSu3u>bm{>Zq7mdiXA%V4~^O>aZn#xO<aT1Ks=~v;DniUvcuH6R|4)h1!
zuGbUdX}<AklGUBEtYjoKl`UK>ojc|m#zL96mh|8K=%O_dzj1U~8j7c?pQeG)Di_kl
z1HJ?!AGbnbahQg!_2r-$aD(-AhjBn{Vl>CD?iVrru}Fz}eTezgi@rS1JXhvycP4M7
z+N?+$L!_r)Mgv#nN?PYm;zpf!LA{}HuZD0~x*9=yU-k9&yyVKP4QFz`2#d21BFBMS
z@tH#gJc^&Klh2Nntk1Ew35xrlX#OeH$1k66E-#OvqnE<mvT-xZExA(_*qvl{CVDlK
z=Fb-I$OTOR#ZtjrSZ;uY4R~nJ>AGO=ioT|mJNna`ktd=GD?Gy}Jhj*8kX*T7qO_!L
zB1_84RWP7%>Vj-Xu&8K;;a7rT<$^1+0bP6t&WTkFF5K0w+>q1nRd6h2_y_ozPc}r*
z4@VGAu(rYF3%maL3sLVPuz#bzfK?9v@P)VEh4@(K-~vDH3g@h}&27zN8p-SG<sd;k
zRh&aah@q0RDnTVSAVxwX=$S>$o6+0vqZEzB@AX7AN<5JDS5v*!l~qwIPtph3>GUC1
zee}08`?xYui;L*(|Ds>IP|~im(~x9!#`ZItgtJ^}?7-L6G>=jeZj#Imc4o>+46&a*
zh9U9WKSB8`?ew+(Oy7JAFT5_fuefs4J_UFBr}(oM?c4*dTwcVm@-vLao|oL8?OYzm
zA8_2)4qMV}ioju(E~erhYOCflO-jXLGqIkRO^>3tH(E5eXGqPO%M2-0(Kv#QJ%w&b
zf#QtPIXvs#_;U>1j&Q(+N|-UOnQTuH6gW<G6t1fdGeOwlXHnu=4&5_G+Z=<eU*1$l
z<NsCxEUicdFxr4eJWi>FiuF`s_;J;Yc@$GD*01EAYu-pMvDgRsMFxxeo~~LyiK@Ov
z&uEVnT4U@MjL;cWp?L7MD*hMheN3+<(fn_bf}M1f{4-VZPw<W!oMaHU&v6tJ>CeZW
zg`*AqYTOjX!ouqB(6?(Op6YcF6Aumjstwg}?BZv-v@l&fS3(Ecq3kllzVk&>{tu{K
zxGF9j-`gF(s<6C}##B=(260&0`F1dG)a&?@FB==|ZOm)kndWeJD#mY^Np@!Yv%bE#
z{m6!^aK~Y;WGp?B(IPf1)V(IrFWb?auMGUv*PP0ZV+GA^L#kqMaii@^`~ROW-S!J6
zjBt*SFx|O-qW8pEqc-OE?o0%{IYxR**|4V2!Ny^((DOIUiNenshq(fhr6hm8p?N`Q
zG=7XiU1>*gf2h+R7*ic?=Uw68@zm#^X;tyYZHl+d&f_V$<O>)pTWaSmaqwcUq3KjF
z-tQ&$@Q^bm{)GY5kK_G?#>=OvQ-c3Wy;PhQ*F;cricK_MMG}nu>fgRD^jo5QYj~1;
zi_@ar%{h!1HO*xQdA<CZR$VlQ&|aAkI+93Sc8O(RSxx;io5?IuhY}erQ|yBR$tl+C
z9FHc5gCZ~jqrV$VX`B5i#sJ5=eN!lXQD8CJ&dclgXBZPwq;Po5F|QYGPxo`Ln91U_
z2+xf+^4`n+t&GJE@<M)+XY|6xQnAh$QttY0eZD6}PDlQym$rb=y2uk(?OI|F>T50^
ze9QrV1U)a6ym6}jXM{fimzv_;eB-SY*@)o%Sb8GT-_3X(-wfXh@`@A=?Veda1ivwK
zy1u`a2mAX4<_{gSwTr(2u3l^rM>QumG^94`aRkG82lZzsHOhaj(IHjVp|-TEy;+A?
zxCa{gyJGt_p6cNgf8Ab%Q%yb|Cp_NBpJ<F%xU1|qlr@n)-PHo4^Nq2Xpui3u<qGEB
z$vaJOw#Xf+RP?wXLwey--Wl!B!f2sQ%3DG(<3(j+SVee^@u0HtZGUM^CEv<=FjbCm
z)z-y*mfZQ=FFCdWvgffIUD=lh_J4@O1*l)Bf}hkR1PBLi#ru1CKC?^sNk~GmiK4Ug
z<D+k31IjlE{!T`8nlwuzO7E^}8Pj$q`iEihop@;Pfkud@`5KMA=JMe!(;Mr_>_A2C
zXCohK>L2du?Mm)pCzp(@yo%Z-`xA`$iZ;ha`zYDpLtF*tB4>$7tLWfYr@lT<_;)@!
z>FiuQFfj5;FYe<tGZAr7h3%f)$8gK57`(qi4&FZ^sQNg;gK1WWjJ@dJqnn$9kZ+~Y
zs`c3YAf&6pnF3&Zo#MX&r<YptYJ&tXriIL%>Yr_#S4GA-2ch?Or}+!TK?g47#r&7B
z%W10UC9N!4o%lJkZtRe;UN=mubZK%pQobeE&Q|^rINm@!vD+KHpL{5=^yj;x5R5sD
zK~#>6n8$-MWbYPw;AhqH8PA8r&eG3;ZtL%8EJ&BW|JSSyZ9JG_0$EeRoOEjdmYwRU
zcK$X-K*{T~<R!d~dqCRz2Vw85o5*)dk;N8d+`h@;^IlT$S;lMSGnVo1@3eE|VS9D!
z@jFV;C(oFb^eui#llFBChpGC>P2txa{mqTDO4=XAU(03-h*;X%$=}oS9Y3@y7{lX2
z!MtJmOT4Z!QEbZ_OJ8;Nx4>?&ibB{0;UUIIZY2Xdpz&1Q1%vNNxaJ}}u*bLJ-hrXP
zxYP1=SAR2X2n)f6g<!F?xtl-R7~+8C{R8Z?Ou%rdg(caIHdqn`(y@s2nJnx>T<pLu
z3}M-&piDN+D^eM3nt_hhI^z0iY;nd%hvD{5KCg8*gY@HRYv|w@t!u!2?Mpq7N?`uq
zlJ)~BEhzpj{^s;!e}6O`>XXuh?mC5?f$uuxJuKzLTFg@;WcAv$5xZDDz5VTsx~-|`
zebn>C<5kNB>SqJ}ooM>Rl&17sZz$lB1NfIaFrhDi-CN5l+RcefT?AxiE}Ax6mpVSI
z&CH-v6A=JH5^~8i`s2p%Vg;NU1~f~aiCfxjtO<4&m$uVD2<KC*`@&c#?>HR8Wy9QQ
z$8fbCl;dw}Jf|>w!Z3VLtdZ-_@$9y<YE0I-A~T-X5dNKSJOSlmbysCHYJ+*SZ|H9F
zKU&L>)6(#(=JvcG>2c?0Y(r2JKP=$#!AO{r+ejlMk!QM@v49av!-x0_aPkD6>KRK6
zRa^`0Hx~a>ArV;iX&g+C@5w3RI^V1d2^qR6eR3Nq<n-UxDIq5?NDDV(+k|JhJBRt3
z8OuWN#Zuv!Kq}IGA%OPYk~T8Cy^H=B?w^4(2|@zmS3*Ez5sGRq&Jj%@ABgsZj(&2a
zza#c@idVHx_`k%1eDONhVMw@YKIO{~$Od4HR@yRg0sL2rdSIMc(9ikrHGxmq3d*Vc
z<#cp`il=y0rt;Xw?pY94){CmF_fU@lloj23{9d+C_!XD+PnWXdR^f2^cZL3eo?iU6
zR@`jyAm0Fiiwil~yq{_XuKGdC=*3O3VVBsqp(6|Yav4{*Gb*vCxP|a8Tk3aRTPvyH
zrsdF}RCDrSoe(u2M^>gU#e31`s6C}FL6RT+duk?48}E<B!a4j(U(U6rt<_NR*5mOL
z{Ovt2NX}l36Me^8=48>9g4Aa8NiCwxe;B4I;c2OaT}b53hDw~H)%kXRBHA~W?Hi4G
z<P3}j*|O-wB%Eu~dIB~Oerac(axi%~t6-%+2`9Z2-GuVS)4?)jf2a<lFheR7xA>1O
z^=W(=WR2m!u{W={QoIaS(*#~M)j!8GL~`?N-0FQeM2zJvxIPsF5O+YKgIu}&9bE37
zY`PPQSS;ZSZSasXPJXu`lFk%E=<8hJbKT*MO90<0;hX*uKJYGRy5S7KH@Lzp9dKSR
z+G(ag9ycAZx?i`!qcco1rd|u9yyD7z(ZLl*wpFb`w-kq53M-zsVKW~Tru<<;cRKs~
zmU@&s8#4dw%0A;@hXz5~wwI9_y~x#OonTdi+?TGI3n-G^)nVbf1y%UNy#kS6?lw2B
zQap4XEneDo4E@0`x>M<Vln33&aNY<9k9z|{%F(A>*`6xqRiIC4(M&JvPQ|~&dq)Kz
zB07`d$eSEUUZ#It(BHz?p+tO4gXT__RiZmZpGa*)`xgTGh#mT%1ImL_e5}mJ?d1mD
zket(hm1gfrRqH@|&rUnypmC|6S&vfJ>maPsETZx<UI|H_YtV$$p_oelFybm~Dj|zf
z8>Q8!eU+$cmx<pyCMf@Qe1^{g{Im)^!)*Rc9wxX#WOggA#F0xe4AjLH+EF}JBeq&_
z;I-XdZ^CfS^bT?!EX2Ju(F_imH~ZUS3$L576T`XOR3HL#Q*jSBDY8LAjOS-_<uh(C
z7q!q*7;#N{So6_{j^E->rbFvh8&cTP--e=DU*SvDAI1R!Y9TP^GmUdo8`7nB?lhO0
zA5uDdQ;0f@z`-5q2eC9PxGSv}^*UZ2ixqZO*|etl<qlR$!of~NedBjU!>Fr8E4|x4
zlK!5xHIgz{z;VunXj)T(`-&_Jd=H3fPpsH)w8@Ya8=ayDOgVRUE>EnwJ*^KFmLV2m
zJnaFezci=3ZK&KDQ-pk@Na4n4xWh%2aWs9kzaK^4lomnD?|`&dx<ZFLpjNy$R%GB_
zA5p_CF`<CbbaHjt<+OD*{Cb%y61Sq*<Yc6X^2Xyz*hj;mGjSKaTah1dpsbi~e56nx
zXsFcUpepzAdlB~Eb%h>wK+S+|)a@wyJO`hI`j4de+tb;%P&wd0gJ}JAMvUi@EAcM}
zF%-tTca+xdMj<H2G(h`M!7rG_<yhWX{9aGJGsFW`lQo-%0&uY+Pu0jr#C2vM_ojD_
zr8STtc(R>5!JQn6!#+j6Pa|`bVDf?rKAYGk?w#(?P#k_vLHB4-4wek9y#%M?aJ*am
zURMNqzW=BQj>%su@)sJJ6%pMeJ&#_fg!7-YLqBteh9YoWCo1_J8v}MdZPwB1Kd=|1
zn$S(cR;Q<(^|OI^8ZsD%NQ4#+hqy;p1O;AUi#R5pQHLtOT4B2m*J6r3-oY{Jhf-PJ
z_Gxrwm((T{eLb%5n}(C7#M;4aAFPRy<Em5ScWlY^q)y=-DLzyB_R!0!b8)Nd%QttD
zy{T*I;%4+P*2_N<(qb?qE2CVF<6wTE<W+x4=-N*1Q9Y%9<LRv!aoZXCh87oh$fvx~
z9TN>1*atmHvZr4=4m&%A?s)L>%N`qSgO@4O*Gw_Kli%?il0%jlUlMQFwD2X4o>6TC
zMw$vJ=aJ6IRQsX7p3$(gtcUd}y%ysvhp1xdy4F<oUivWF@C2HMdX)ZBnA_E%yx0AF
zu3G41uU-n0Z9>L;?jJ#!QLS20>BE>{$h1ScP|2H!*&XqoY6prQ!Mwpt#hGq$3cp>;
z!VISa52Q!Xx><E%JlEJ^S36*QuvD-!<;}$4zA9JXLU}&b)c7-K%Pnn^sq`hBR<Xv8
zy2pXy^QB%;a-shum9+CI|8>;m!}KIRTT1kspd?;Re&RKFFQ1jK6)tpA(083F<|iz-
z(K#vq+n^2zLSM<`bbG^vgD5}KlZ3ntx{L3^V}r2R!W#b_MobqT7-Si)d&}ir>p&fJ
zh8U1%0Z^KC#vl!_?T`zA2bc<<#?abg30P<WN_tA&cBGvba1zMaE*Mq2PUD?8tnoMi
z)afh(z-2<=YQX+WtxBEJ9Dn9s3LPl@>GU;)VlT=2s(<Lmzq$S!&voHxLal1;q4baZ
z>fScaGge&D&b;{WxGcjlSq1_omN)^<oZPwxofz6KlKQ<6(ZKjf7DJ<cAgHzq5ZP7M
zqPleO1mYsoGV7v=tp0PuP^!5WzGjGD$z)f{u`aRDdB$H|LN!60A=gs@yKBHp?I0t7
zJt=KdD|Lt*nopCeiHJt?gc))*GR6aLGG-`pu|{550~?%urBxjL^k}ODITnEC(}j#i
z(~Zoh$^{hJr;$qsp-;gwUwWk#n&8&Z1e#A5^4;!a;qt~lki`+0cuy&pTS(@%dj(xo
zG@dR<G?}`v?06sGa33)W_HGx-`&*9f@}SEnbz7S!^`2MdK;P8*9``We8hvQ%j8>8K
z>1+N5n3=IYs#)}hu2$B}OLO0P-QNK{(wHC7BW^+G&cX-y02KC-;2Zv%Jk7*Yy=6}n
z4^)d8*DcI3&=+MA?j#B)vA03M{&aCr>nM4`Anqv&2M=}!ixURXBW3VSHgMHD{)M>d
z)dnhc2MGs5FO)$K+CY?h#J^PBTNEx5?k#dFt8ggvK$&#JPAYpBG99v$-gGB%%)E@w
zorC`Wwv#yHgx3029^P1wF20YH2#4E;ONcvJbP3suU}U=&aaZ!1L#=UyINDVVGV&LD
zQPH2K&(?G<&!RNX#&p{F1gb%{_?06dWM*3KW3{iInG!Z#gLV50!*_+jHo4UG`_?fs
z#9R|1YQX@_<1c70CT4~^QcyDe8ndP=1gyTNO*-WmZ5ma53T@yf8dFFOiDuG<WEXlt
zBKK-Y7=0)mIf;`YsuQ=#b1KnVx-p-2Fu6Ayh$>ITP$Mhz8x8#Aus~K-osC)Kp8#Ec
z>54q%K(d1-ReF$QVarTJxr!#mpZk|%KoJidqY;g175-Y+9=qlcX5?uME@}0oHYqa5
z4RWRRchE$t;#thJg&M8kfpxJ}-}tY?h@qQQa~&Kj#qexp*d`73#E<@~C>U&`vWyL`
z$Vvy2YtCCtdtIY(q!FH1RoSK<ov4AAU>?s!buT)Ip&aB7#-7)(5b{<G2fBgISfF#O
z1NmZgvn_)25{G?fu*4y&J2%8eSDX$l)>U$pU9<%)F}Ley|MbVx@v}Hpxl?!hL~4ib
zp_(U};3*0<Nk`=p+A|ZCK*gup$cES$@8Dg9_p__=v8&h2aV>{7?p5r&boSw2{mYFz
z9GsO74!7gaD8y4bqWVI4R@HfbS6co%ChvASSUVgnZn;0lV;pG!QA0{w@IU_w<5LIW
zV+Vm-=q5N;VAxu83zH#$xKV)>->r4|P=d}od+PIV?4$KKJ}?=TtDw7_V}S+imSvUI
z{O#{;49}J+))lsI9AB#}QuSQhRQmCwHj(uGK3@ZDycDwV7q!+oCp+B8OB8jHjoR%)
zyc>N(+un3}xAGQZN1h4O!r(mdG~bvFhU&%eS-sm76T9(rZB%Y4zfbJMa{*O3Kp|Io
zThZPKr%~ZAqBW^gKEd;<EAu4>lMVGhh5OBh69Gp$c5c+hb~N`<MActh!Dk&{A#Ag@
zH!hhsXU?o8#Y<-0aAV1m8;h5gE?QW;aM41VKfXNKXxBrUuQjE2LzE4rK);=pn(o>3
z9|5Z-l#8W-cu~)iT2gvDseRtAh>Z}osKB$><uz^1yX}jW2vhAM)c%37bgtBek>%-_
z9~WQJoMu9gaHqMi2c0^FbktT7Zju>On%pkBs@XP`qu*(lyi7`dJLFM*6EgQ6CFE{9
z-STr1bh`dj+i2PL)!6Y*IPe@WzK~=}>sFqv>HmdVq5qij49fYYt;+pBvm-xoAUSSC
z_hh5e^sF#sC`bxXE1zr^LxI*9OK3nPSz#uO5D!$Mt7(HBb)aHDkR8V6X-iYdiIh={
z<A8hHxjn+UoU*})b_d~gGNT5xGjD3XsVAMPMCTkr=^iSl!(un~q{PJXI8P~mO>>V0
zJuUZOtyD|NJzMM`Zik`;=!Nm^;$@z2KhwC|KC*YY8ah}Hg7OU3#UVv}(@sn)M$5*;
zw3+C!a;<%hiCUO?Sv*i$2AQ=1neE!(bo2Y>IH<i|FIiXX(7|D5ie!Fi0R5|Fm6*E0
zuN=wi-yuy{$*Ym6Xk9cKcQ{X`l=sD{Hx@_}xjmg5j=J3jubO%geb;Lg>S_(e&IT0>
zq-n3WQ}fspLr~W2{kf)QH6q(;jUwKo5z%Tb!POmZa^WTqyIi7wilx0`(<`<dg%mcu
zZTW0^bSRW$yFutl2g6E>j4vgKs)mO-J=cAdahyEm__(WV$1E;e7`8Ai%s=l@9pBv;
z&=991^*W&4D;X$RGZA-ZoGXN%<i781FGo~6Q_(m)u#F{V^tMJ+d1(A%R0s2n-XcNB
z_lyzmVea%RZw5uz2}V=enhrU%s8NSV@}0s}Cs&H!>j8FnZ>t8OGd>@8%rj@1<ODx~
zK<Jy4QtPQsbz*_L5R!-77WKCLg*zm;2L<xb<yS$QOhJ;KMQ7tS;>>THnD2Rj1=0L&
zn>&od^O)-LR^kE_K`b0+648T4_<XE=Iu!)l$I;5|Xg6`IC(5T`-*(4ZIlE!>kq(3_
zUxemZRwTqs?!!i>KPEWKj=Kci%FZ#PTOZyOPyd}{0y%MKQv?$>M#x~1L7pjLqPC-~
z$*6gnCPUsiRY^ISN{SH|PJWLoCRxhT1f&d4e%oH1!aczb9m`N0?R9Dj#>~a)Ol*9>
zzw?bNdWVK##6=Mg86C_Mq$}0eu;I)48Y)#5og7f!6Dym9;93;M#!GX7CTC#>)a(1S
z*UN`s8i+LzDBPAPec(B}uzREicH@1$bry%*8$T%MX${H&h@oS$IwVo<6=;#ZwnM+L
zpyw{)q=G)OZfd3H;e*s^9n4e4+V+(m(Ta}FH+5|q@Cr&Dg60$}%jd(k;%Yig4=wtJ
z>!Cn_MrojKPe6^Cw{*Zfi>L-8LLkj)hl;1FVhskwp^W9&uCNE^f`tS`KbpDi>5#8O
zoK(e4uJ9ZFA2=V_|Ckc{5e<(niNfz2S>6s;kXhx|#I6n}bL@joL@dOT?2rRu0VN#J
zgWGLI72+9|;Un$K!}q__;VLSe=&NV^3WQi09wnz)u-ix|#}*oY!d>HPngyffg|sLq
zE>WHQkl0V!GY%6hvWo=N!Mc^LDYI=x9^G~l^TyHqJA0R<Q9sL|*a5c4$nD3c<?5W0
zjhM3mXD|gDX4Iv#bGJ2=xgq`(U$eJBIPP(&n!7T3KrUrjuIRQ4U=}E`=j)%t>`p%A
zp6`%BY4f(lP|i5Syg9C4!a<O3U*gPs+W7Kz#{G&<I)8EYdM?h@vJluo=u!xr|LBGm
z?T7JNKgw!BSeqD9HP0kLMfr4Ku9=u0bOrBs2Xj#UwIAj6gUf4Ro-bqY#W5N6=*-nn
z#!s$b9093I%$^D3vS;F0&!q^5a3KEid+A>6m3L>_=lzZZFz1Q+&~!TcPKO8@ICD)0
zBd5Rg&joU!^nm{MJyU)ATfWK7+3MvPZE42J@(S!G<oTPlYP9TPIS9=!D=*X{%B235
z1G>40w?BI}t-3?yECB8w5y&S12T@@~hV&5QuKxBBmpfR<JYyvY$_GPf<Fgnm!)+4S
ztSrVPz%27f<_I3_G@f$ccDmq%H+&@pG(NXbIlrI{hj^Ium|dP?oN%B%b)r~l9GYSW
z$g13gcKOSPL9*>zfh+wgW3;?Kq@j537)Y#7=PF@gt*q=(ISPjVN!X5Bz@pDVbsMjP
zD<KTJz<N1gp;r2OMa1X?h*1mbTy~i{pN<ZU2;>R&K-!v%6TSFSlG&~wz=*SwmfaLC
zApDY2?kulI<BO{X8gM7^#OMXxiFES$hqRp)Vlk6+&;uDA<4BxoX#8gYPJpVMj~p3f
zeaZ4JoG_$r>f!}41NL`}ro^@76;%5Sn(OEl<-MtRK*t8SWEi)7^<Ed|n@0v%i@AAw
z?0Yw0xVR22u7(n;D$OLCLA>;#`b@{Rf>xgn-&o!T69R79#S{Pv@4>)7B$ey8@Exw0
zxQ%j6xjMU?Cq(bP31br|8a@bHRcwdhd2E9}$?FIUZz=Cd_uY&JyO;RAp0i{Rv}zW+
z7hj|^Tf%1AVcdHJ>}s63DL7i2ca3<Un(C_uT9rvSm<I<?2-$*mT-hkhCIZ)sW;|M+
zgmuI==9&-_Yu|P~ZYFLRKYAQIT@h@yYi=(Whgb8*-mrfRM!X8+RJP*3<W~IOB;pr4
zLe74k>DY~)I1HcSH0vxAHAVa=9w<e8XHx`5o*sta*tzuYFeCA-FZ`k>mEM60*HZjm
zS8lR+AemxMkEI9<ut5>Vp#ic-4L4>FLHAC04X^NP{gk#H@Z;6xGjWmvgpeboX}j0A
z!SFuAZF$7pK~}8hrt<N`PHF1c1S|y?rSNN|IJpn2RXMe-Zrf=bZMz4qwuVcg1@U_Z
zS+2%iEG%UZ92}%!X@fZ!LGDK<z2#jfwcSQFfQ6GZ!c~GpG)$EkPhzG+1#h0qz<O{2
z{?ZP9>{$t(L?7%xy|i7ZjFU55iRR^5MtlwjT_Yw(j#0C)hergm=*Y}Y1-zWYXq;nj
zVWMytvA6(D6OscZ-`bR?kb`vOr*mQJv<{tm(T>HP<b;XQUvhaUA#ayCl%O#=k}p)a
z>vSBatVe>K2JlFgG1npCtbdS@uRhv@Ki`GZ5p*I82x5QA+0jYHaHG<JT^qu#x)SCX
zB%O1$RI^yYWWdSTVP{#-q9`p{TWawWl@}Xd=g4(dT{Fye7GE%0Kcnp=wqEOZE#A8k
zJ>^KOaY6N{n=9>w_hX4C7&Bk$)Rj*(G>lxky)Na1duewG>83+?q&ltR#;bXf+vx0o
zWaLVtx68FWlcVc5TgtoQP*fIcs!n8;Mi1-Um3E%%luDV~%43Yl4(x<~!1B0&Ph#)W
zvF{9lcQW>5OlLVXVBGD%-s!}0J$g<O_vpl#50<Ynb~_L?PK4#<=!$ZIztB0DJLpeo
z37y-};r^YKlb>{8KXYQ)(c|*u62Qgpn{gDzZ9_20Xv!Sbxh@Wd4#Z+HAbzjM(FSzx
zFdRa&N+@T^#d$Tj0Yto_+E4bEketlj-({mpTF@m5hxfMNoUg!-I6L_(#~NN>7x?>A
zT-LF0M|m5X|4zA=_#@~H-$qr3%L}!3q?8UGDwk_~L<adFCVIvA9<H|z7jW3l@_T94
zyAawo$ag=>;~^^gF9uY_J~eUI;StH9()Z2Gge53=rF>e|Q{}xqZ`zCXnjK@=)%ZJ)
zwlBd2TTg!&rZR-t`Q$&1H7CE@VZYj8Y|W0CC_~w(>BnI*z4a4ZB==J19(240+u)Xb
z>?~tCYBoYksEi?dPE^o&$HJfxZY{lZ%!wMqD4eD&+tSiJhxu0REni`X%jLw9z7fa6
z%FGd=%-?wwmA3BEh$8lJ0|?<9(|`A14UyXW#|GJ}<h=W2n4D)$i2Ctrr`D9VAL0Jw
zNvFiSWZ|C_|La3XrdLK`#?jU1emqc~ZTuoX<T)$;Ubg>idd$9*d4A-F_J03&s19n!
zG0WO=uyn#?D)}m`_>(_3r7gR=OAJ*PbWzJ2lf+-@RWM#WQ0Y+&aQcuAcWp+hZw#}4
z11?&Lg@b~}&EQ*Ko6VrcVSl<Ah`pEzwh6i7v?gSd?At63@mikNcwB{1d{dqLGa4EG
z`Li6_{{H%#ti7L2+6B5(=Ik}yjTZ;YrYi8Yd7v83bQ0yYWmo$KTg?>~4%}*dsS1td
zB9>yoh$U{kr$5|f0DbTphRKezxLQtiY_Me^tKTa2g#ISKDNYnG`P(!V6S<|C{$cq5
z+Oij>;)Q{c;*WGI)fEqvm5d?bR(kLV+AwsvtWV(RuJBJRJX*d5N5<Qj-QAg1IKe4i
zAtny+3TMLl{psw!E*R5~@2Xaj%&>o=*!>g2DR7Ech>r2xa60DNSJSe(FrzJq`rL_D
zn89Ho7M9xnX;xv@G>cr=scUbVl-pIc8W;)=*YtDlAK(Rn?LH}QjwODf4^00%>;pOd
z(YnKw11Y!f#)dTM82Szv77qWw*Wn*vM~2t1BY!m5(KdB8I$(K&XldHgsst=>5-TaV
zIEWMdsq~hvJ*f9_e5e)w+8!}dudw_PI=YH7PhiOUDn%@?5fS4Es|m$tn8VdN(-Tlr
zkVElWD6KD`^{2`^7%Q)kd)vZgL;SfP%Ll_rx7Kkd-E8bo0zGCE2$)55GPha<uSY^a
ztzmvpJXOahXd+s@XX9gBDJAZm3>UHUH|6WFoX`?cBOY-laxAMil&xXZ8Hxyv)kJIx
zM6$b$%Z765s&W2y=UC2aWGh&v4ucg?=m8t+hDKzJE|RSUnvO$dMvD@&3&GH?E_CU~
z@@~fU>O1rF@1QwfWz2SfXAZSIhTE7b_3k?TU98a9WCR`WVqqWmt=8Zj(^JG`=u3)G
zt22<v-DAAqVC)SsxL}aSEExZcP%VDOH31yRc|5fGN^fX6I1h#9{#IUyxVtJbFpO$P
zd)0mr1mCs+eV{3FnANLhe`y)$ma2Nyxc(#&^#Bb;3^owrJz4btizQyxan_SrNX3yz
zEIRV9?NzV+FiVl4rr>IgI?+Z&Kl?76K_xzA4|_%8sq*nL!z|^B9TGS;GbHG08xo0Z
zKPo%XErV(gcZ;BczY!=_xqe}V`xk@@V0<q0g<ZBU+?Wq((K*It!za28mU}3kbp68P
z?q3MCH>b4EpkWQuIEPmAGa0mKdbMhEj=6s8BlmA{4Q@PK*5D}2H;Nj}7Uen15Wg(B
zT|L=7j~s6Akk%b8og8*xhlHJX{e<mL5Lg|S2(MxnMXTL5kVB^($CxzPY>w8Ss24~!
zCJ&bb_50*N{RIAi-kTnay@#RwoCTB}8Hh7(Q{`AD%YhvbHNJ}0RG6EdO2NgMIFj)S
zOzC$2@0wU+siP1}aE7vZc8!>1{h=lLBo8a%0~T@n8h<+~eI~Ob^}8}tCMU)=2W<0j
zI@kbX5_nzJdY*E5SK$tuxT?>CHu)my<PDi>x#Zgp?i&s+Pvc%v+`mjNm7I5i_YOhN
zP|Rf-|8szUbAUP2bsix-BVz=61~gici&?ZVjYd+=qnWZjGTLF&ccO2M7L{9%uxo-{
zZn6STu)w8pfjP!l$NPoyeX7VtZRbhxCF0+hd>_td(s{<p9}7_=F~mM<gLd3Rx5Pk^
z@epQi#U{9uIJ{AAg4sSo_^a+tTSw^bG=`>~$~0%#UsaO6BqbFXOpjwpQPr@G187JK
zTr*kgkotuYA!ibO<Fg9#qYe?Pv;Y}MXMZ*={+)yL4a=Hmd<lZtfQVjl%aPJD$s=W*
zWwGRHh(9w^XyCAo$|Ol6?IwvIDXXi7<kQsprJ&}GRNP@YSB$E&q`9eqmc|eVG0#bq
z8$#0pEsUE%L|+HTEOBrVf?~e}27QE_0A5a`J7zVYS#>a=wAg`O=tQ#vJ*4E^u3?E+
zJ}|esbs)*u>Y!~3(Ku4UPTZ949U%`mgdgzFn_vgwO&8l%h0dlyC+b?`48Gg0YQFIU
zlk`KDPE&eb01Mk+Skp{hS|!G1pJ*RwPu)iZyj4A`)IyNzTQToiTZ;dD(jgE-(?<sM
ziNr{p@UHi0`(y957<zbWR3MuQr&hJ6%8r5cqVqB`pm&JSc^Qd@hnM(t!#m1Zcx&EV
z$-qrW_?zyM!o$L*D9ve6FsrHDr-wdEI2nBwH!_={QjyVLvB<nwGDI%BzZ#cc?<tS9
zbJ25g<A##K7Zn^mR0|$1cGZhnNtC%8%L34C36~n#kV(g)t)r8$CLUMdO~>?T!RSCe
znmsbmS#GI4JyP2IYj}&W`O5>eHD8P7ugRuwKh8>{w7<Rej7C@>B4Wv71HEmG2BYj@
zBx01+Y35Qq@l5wrYBw=ZAzp~7%E5U8WurEZq#nIt_v}ewc5gSzvO6bUV#L&#JWAH`
z38Q4?5g6K6i|%r1|3Eidxxcyzuck7_j<VPCLY6Mi7!8E-1?K)cFVMxfTXFByxj_$n
z1Kg_(OnceF`0Y*_+kdwL)##unh6Se5nEf#O_X7hl#uE<Oze6;xhA2B%yVj$u-X5Bt
z0($?d?yc0)kRQ~CPU|14J|^}Cm2~eyPv-_=jjtUa`ogAEE_~u>Rx0jpSv40W=9x%V
z><#&W0M?h_sa~-fQN<E7(`<lOb!GB;r@@MsYv&yr5?JjSXy;+MiOypMKu)^?c)P~e
zLj#?R<)h^iBAc|(@{OLGn69<AH;fK<BQEhHN<wrD!%O_mh`?G5*xE|GMU(J;w-UdH
ztHL{D_{v7R{WKhNdeO!qa^mrjo%?1umrD+L&64xas6zbn<*=owjXksM7f7K>PR1!0
zt8NGk!;B4|c-MRk*F>$O*_1MG4D=J@U)&IFEey24#bJ0y_Fs&FVlWjeCI->Dbdk_3
z$?i)h#s?zku_8E9zcF_I?~Q9Y%<K>iIu2?KvF2DTY%<QL%saD_1uGKGQMStDu5|!Q
zSmZoo+8E2D#9CVn6o<g;EpYH_EcP*l>||6paOF-M>gTl@?4SjcDV!>CB;}6HR+;^N
z2ln|8maPLduyuNju_`JDmB*K6w@|%Abnz`MU$DM;@F4c6qX0wc_|=Gg3Adu+iGeK5
zbAJt~m{%RQFQD`bI2pLWv{c#DfX_%Tu$v|YXAX+#%jN}^COI^X!_R0qjUo$>c}Z&V
z3TjmxXljgcpsoy|xVR9>EH3}tRQ;R)MG5EJKGK^KepD(l&hB*0b!$?MZ3VImGf%qc
zW=88d=f(mn=j62kEoTN2je|<){YvP0lwJg(Pkx%6O$pb+HJ^6~{cM5dnw+zLuMpo_
z2zJZT`M6Ih_bd3O*wt@*<=}j-3V$M`N0B_>I`eb)q4C5e<^j~Wc~mh5ri4J^9H~HS
zToQ)oj)go;#8Z`xXh2~YEHGpsZZT&d_kqCcK?M`BztlS)OG9&9p##F9Y!Z~d=soPp
z!vBhKzZ8_p7OO(>goWrYtua4w-J0H5<AJa9$VJq8vFb;i#dP$uHLb8<fTb2g;aV(N
zgPRhO*cC48n5^AK%4hKHv|zOGZ#2!Rn{m9!4p+)!f|5!#hJS35`0)J4N8vvS9~zg<
ze?j~!?L&joeyYq)PRFCA^N&VecG;B?a}($P{sI2tUHmlvRmtUf>BkDWoY+TvaBaYL
zss@%7m_?LQWgMVnI(tKpX!=$hyt;?&6<$W{^tbHwNTKY;uTkH)$NFv*?Jiyy8du7>
zA&_UZD3U2raH)BGA+~A<Wt`P73r;Muaw87O&)<l?!Js0lxDqKDUchCdOR>8u=RwRV
zK-Ly?a#W8dbnI?;Lm%;b#~R+AMV8<5K{3mR^fYe}n_DDX_*oj5j|4QqjcM)8fu^1r
zA+ToeV)0b^t_K_Zs{%YX$=^7$4OOsG(bxVn{lQy654h5OA-XZONNO5I5nhX}h4`9U
zIK?rc@HWJRchvXZ(!O_cvs6=CO1o)r1nmd}8sJh7H#NNyQq!sB7<v3d(avi$R(kbK
zJvvd!3h4Xi5J*$Y8Szx9<p)bGe4WFk-3jKEJ8iF$s&7TR9x-jY?e0Jq%3L16@hN42
zBrM6suN)Dhg?Q?~BVZKJ^EH8Z<0=J4bh5xK_sMmTJMl2&MvCYHM#uS|!26#9c;!{<
zEIJ3a9Sv9=NEFA=xnOS!VT~V@9ieN79eJMQo4W$djc2do#hT(h<?K+*Xk4Ud;kDLq
z=T(+>AN?jU-S`~E7Z+-WUdD1UEEajEM+WV^7h3%^gwc%lv3RQD@P|OC<dv;f{RNWq
zCS&EE)R-qsp+el(*MM7}cI^twhwBmkHiYCT3~4#+c2|l(WoJdiNuS{%>E?Oz!ZC4W
zKvgw{`wDLeU_5HUnl$6;u`-4<$;TPkI4w@_ZS#@iusuR8pW#!i_Lr=Spq$sPG5v1&
zSeYbqIlzgb{hO=esIcdCnX-1kUMPpA;Ty(U)7;2m3aCZho{i|81-MM_k+IT;9~6=d
zBc=`dJb<%Gzn+prt1AM{kTct~vL&PyaZ89Ofe6$%6{6^Av-eOs*2<bV1a6A%nMiNc
zpnJ%lsP$Fg0J4))da%G$vn#BB_~F<vhk#vHJ&(w_dpCv!xC_IK6Q$^5o~#TE#`?}v
z&q4^>Y~f|%X}<9{N@#Zlth^LN9JwG~<XN>aWEV==fZCAh%EbvW;9{vLN}KQbFjQ#l
z1ms8K<fF9NYojdfL{Z0qm7(UucYmNi#^ND_{Cc;1^Puq+g09a}+&0eg20pW9TjoIX
z%o_A@gkIL{g<figR<@@_y8|7lFyZQ0=?7av@@vj;|2Rv#R%4<PT6ALsaLzsxxV1Wf
zBht18;^^Q$#4($OUuI1h2gg|&wptDxo533Xokd^`ql`ESy*e<GUfb_vowHb6%OK>r
z4{$=qxR4u(gJ!qhog1xW&8CV2FmL8~Ib6W>%m)L5jV|NuX>-T%R*6M`!HH4)>ec$I
z+{#3M+dq|hKaBCTi4ww-pr0Hxr!I@eTP3x^3YJzf?H+g9JH<%!#5q;QYKL5_#&bH4
z>kv=92UqGS{)d&KXZ%rGx%orISN1Y55qe2}u2%nC<zs<C#tRPq-cY&OFwg!Q>#(pS
zR_N_J{eAdN7pnF3tVj1hjzIa1R`{aV&BC7w6<)Nio@7dY6H+J9s&^1MSpUq)sQ_oo
z6KJI3#jj-R$BLZ#rVGnzRh3<bN$d~}3$u2hU<oEgX(y^>o(((yZ5OQ7n&LDzmUFQN
zgq&UJ{#{@#w6Sh^=bu=j0rhN`tgYd!A)ZYkjMgG;5KmP*e@fbTZ<vkQ)ltE@0a+$$
zfLbW*bqodU|E_009+>mss)sja*uZ{8zEc{j$;5YT&B)giEU)K{%}vhrG&eRko+zV!
z6fOQQIyw(fqdnA`O4G-5qiH{^X@JqgnB!p$VO=Wv1hzJ4`=@5o#tljR$X@2LqWu*U
z+wLUu@W0TTtC@l0ZI<nY-{FdTFts?;eWE2F`@o{-;d-+aWrj)F-nWV=?P<b3xD@WN
z50`AJlx(t)jFVSpeVp7Y3QLLu^^CO&7_b9d(Zv0509;}p4!q9}JoRBkAuT_E^yz?N
z?K4@sJ`41u+LmMLQ{jFLsFc(OlEn@70J6WAe5RZUM+lhWVb->YyazFb_k*IHcBMtp
z4KG4GTwNb7-WR5L=Z?c!c$TO;;osrL!MU1+R9bs&6YBahl+bpPnW?6qMuik@D2!hF
za$qttR6Nqn(qfWj7QU7J;wyn@qd);hiNCf0+g}e1r_WyvBw)v&pm3po{KBk3gYlAT
zd6`uAb&!@%lF5sWa}9>~1VXDlH;4x+`O;8au{oQ4ObSJ5r&V5nGO<Mp50AmT)%Cq1
z=)#-unFsA;+*0C3=0h!a+}Ep#8i)N*75Y8#=T@Op7NV-u%-YzNZkx5SK1ChE7|*@m
z<M+14@z6hf#5!oY&SYs6<SD;e^|}1+Ko2T>u2($89ESP-wu^qjor;?_3#s~?H`d5h
zRAebmYBRd$XK##XXz)9`!0pA;d_z<9xuci`x<&%&-m?KdydFvpsUYJ$c>F|H9BwC6
zIF52~D~@u8a8|X61`&#%eIer)r_SxN{h>4oz3$eu|ARn^@#tikHvg1^(~8rwaQzAB
zdYbgWWGhW#=Rfj?Wyd#_N?v0*ITry&+%S%g<@B$MJJZOm>l%2F&6rxzqSQg$j-f_F
zxlj4)WVz!{{A~!uy|c1;z1z_7kI^0eDTLA-`g`#--}n~dsA^#~Qbszq)QAzhl&fVr
z!vcn=JDc~8;Etcs{Azo4)AVXNC}`($9T}szSGsf4=3<q=rOyy}hda1egt%-$XhK-a
z*bfb;lkzyV@Ah+%xvBLY^|jTGua%w*3@}zXzOmwJOS|0l+ob?ch5<egj5Qv2y!)t<
z?_s=SPw<W73Utf{8c5zRG0yOjgZ4p)#-)X1_R@0qcIDFE=DC1LQ_!16jygp%8M?U`
zF)W=BPb)i2#3HWa#n_M8e|-ZZ27esBT%hrk@UrJkkuESu=W!49<hOxbqrU^tX9{J#
zh?N(3&r$w`3U-|X7QLo-H){DkOg`5^oMjPN2awRz0so9T#`Sd@oof=zp^Rzrf~TS%
z1J@bP;cvxs;neBsQf*_;6rQQj>e6oDRmYYu)8k7_J_@~v{b#tu#Q4DR;=5D$+})%q
zYcO$1Tpcx-cynAG9!zY$43D(I#Bt&;crfwI6gglD3K!?_6w84_w*_MAD={c*G>V{3
z0d7FslY)-KDgp-v;l@BsnujcD{#4Q={}qxZ8bg~QX>fmtVDiu=NTx)l2}8FGVpnmP
zM73uso2@JB)P%ghBAvpjXHzsS#9;54c*-;5C?;DCTIY|{z}#Y-`1}a_NPeTA*SDfu
ze+y)LZneIN#E5gtn?v8xEP3NpYe1iOJ%00hpe1frhrszb(h4%D=F&%4M1)oIF@3P~
z;}3{kC4Q-=8|!c@k&3VOp3bY1_fi<|$lL3(DKn-|SNiG#8pvAaX&QJzJWv|gJJqTg
zxDR<6&aYwt&xQdpDW-tGl~lx|dn5$ZfZzQiuz=cM3^Xy)u959{OWK|q90t9Gh^;T7
z&yY-u)53^J;tyR#ETC>3O0X66{JMI^XoVeV$7azGPcX)V1%~0+A@10$dBJOpTNMn}
zlrkRuZv{$SCzyxsk&Uz1o#UCXex~s+#d*l&V6sbTudHsc8Tv;y*w%l9ji-}qk|Qat
zB}Sp%SJ<Pj*n0G2L@*AQTiV!fxwDb4Uu$@#NuyjeiKX>}x8Pz+f#5Xtrw&22vRU&I
zj_}oqYnvNg)%%_3U=KDbrh-&KFGU4YJRQVy$G~n|@ziNq9^bBQ9ZWQ)DC{H?EA&^@
z7+)Cg3cM;D$n_aDhNEy$Iwl7a)JJ{>+o|A!?oUr`UF^2#;AG>GX);E8dt?5F@1A^6
z@@+lG>S<P-=Iy4pR`yAwi@&2I@w$>9SHM6m1W+uM6=D5d+KE2>sAvE6u~>s|X+{ee
z2d0Ip`KjPc<7WlJnYk7Sry8}Q;H5qT=uGLxNV?|pU<}pv2+F;oY_$13O{0B{_d|V)
zVk5O!+Pej<%2mNfN{4enA!4(>qsW^SOu*T?_`URi>R#@!0-7FK5p9f8#1a2Ye6AUY
zLz$=rjKSi8aso|Eu0OXZDAqEBiy11r@8>>|wC!8e@Ee%S1%IcXi>x5(mFN-0#;D*w
zu^0RSc1;A>SO@_<Xi{$x51dkSWqJ>1L-QJla4wEIQmUO6**AiU)4;_DVmS9rcdk{_
zaB|r8!DuxwmmW?p_+>4;p;_M%bm=F6F`gI>{@opH)itc!W-!)g4-4}Msp_1*L+C`m
ziWpCO@q1kpZN!6+Cb-VQeYp+YH_b{Ncrn0=cEL`b+44g(?H@8-Zv>S-vArJMH#ZoI
zt@`3?TE)0#x>YfRhhWZ@rS{ul1sTEHFw|(1^&as+%8C=p&W#Al`MWU3z-3>I-0Omz
zOTkAGTK{9`;_zJ;u5boyd1u-;b{ZCBvNv#P8&mGvFxr=PF1A#;a4lyrl1gMsT_RIz
zjxSha7Xn96!-x7dqS9b6#)!cm+fwQh*%ewnU8X)zu4y(lBLdq&F9x_dN^^JfcpI&|
z`DyoHfia^*2FVxO;`-5I2I@;0rj}Tl4^Pf~`)*(J#@E#)bTF|p-y?;Gv9O*Yo2uJ4
zOro^O{Tfnn&tR;v!Xfl+C6)(pTm58-><2t<aY}weiehpa(XigZIO9<V=V4X&2k^cM
zjmUcRl;W5oe`Jvt{}Sv$!FT(%qRD-O3C0H!${}a#L^I@Qz)<aqq>9O?wsmP$v6<|x
zAy2anXbQIWZZ8U)K)3gY4;bPvWW;@YvW8@XpzOjxG;S;)+>$}RY_iD^MP#e<SC{j$
z)LjFE%f$ld$tp=7a9_D<!wSU*97+1<8CDy{M`=BgP*I<nl=X{K!^}&i{7a<#C)bxl
z=Iuy>kL>8zmKNrssxD%|wW@kO1|`j*08taRNyKIyQH(9AXLs~#M9(!rY}v>NEy`Aj
z2P(F#n_=0>ssK1JgVp+m#tg<(bf%hHHzrZpkYH<^nj!S5F<%O2vR)x7YjNI;@OX9X
zN0ct@{<Zatx-<C-9~>oq>hAJM;{G1~NE@uyT`TVI5g*aY{#U5%?4;dh@@aC`>%-Be
zXW)pE@cP(prmT;xXIe!SiMTNpKa0_h$?EGkiUpb<8|+5gu7__=aDc`-K`|nYxDNoF
zylRS(IXXDcxYO}=nakUMU>fvaV-Q95C|PzZSy<hfD>k;FhYOIg)i`KRIBC45e9PJj
z+|aFPClw9J(IVqB2jdebgQI^mox2sasu3N%3F#Gl9OuxE4q_<xb|gg6K2)a$;#b}6
z$7Mu_r^>H1Wrt@7Sf9ys95LmfW5bAO2ztBHaZ;)q{gkK#^CfeR#>5p!b8#)Vo1CcJ
zZlsX^lf<nL;i{g6Z`5AZzbl=5Wq^$Qo(flZxjQ@*vtE|)gCV%o?#bKGb=mLAd_J7X
zl?!#jwQ^0K7VL;ThIM>F`v!JUOvmnfOCMUb`t@2Xq_F+lQ~G_dKQ1y|10!=(f;RK1
zY-X?#1=gERkS>0&$AA>^K-s_fEUU7yg~mx{k;cRU$E~Pr<;Kpm;`l>Y7Ae~5F?Qya
z?#z&_R!Q&*4UByr3S1j8pfNYoIK0y)?6Pn$>lBJ`)#)^2U_6!02_}1RK#fohuGX<s
z!(k(L6%PI9p!GC=NYn1FS(bK1&_X)Gh*KJZYkS!p1KLyW2>AbTMrgtHn0TNR`%y@-
zJe&|i>Fe-2be>|2#<OJ{WzD87h4DC&Ma{N{#K_q)Bq~_)E2kqa%UHGk_Vpd+KZ})b
zb5~c^;Tsb#!xa@?Z!Xm?2*zXSZs<$>)t9hQr8BYQWut@5j6RMp^$h=#SRic0DV#GD
zBF<GroO6po@zDdbam!_}F&!yFHaW|Io#Di?>u%79l{OhWQ0<bnO^vk<Silvg^=fdH
zKuFLR9oXp)4Tzww6A;D^IN1A~Y_1PKhlq47p?k^IZ2H~sTo?|=!QKc_e{kSVJ8@Q3
zFjD8p2Cc;$=>|B@SgEr57MSV7jc^Ft8sNk^VUED-x5W|%9w!*3cq0@qWNZ<u=#NcK
z-rx|AYZRRSpK4SGnF8E3hhn^FJk>Y2HkA$-m`N@3$464>=W81nD{+itc$2<-j#a0G
z*^Ql$bUcz?UC`XSH+JLJ%6Lq^&k1GDHZ%Ks5bvlARanIMRF(E)1z}rM-w_;Pe5k#@
zV7trvJo?z>#b8UL{#<E-dUK@-xc3EbE~GaGt&1`0%(a)~vboX#nlvV@5oJCXj5c~H
zWVQ`ChDP0kG$m6axo|H$tO>{ZhoW5dzkbuebV|N|Z9`*`!e6iOXNLy|Q0-d-6KEm!
z+!^y663?C+uKSI1Dg79hjjQ)rZ7^VKiat6}Yc7m+4pLB+-479TOT4N?dPyO1T@$Ws
zQ^<I3D2!SM?FA<-R5gB4$g>Jrb^`6WiEKnWk3Xckb3Zz`--WoWQk36RDgTTdU;K>i
zcAQmnhwj}nIqHS}!VDU8!<uAq)K!h@G#v4%fiI)~JYjsjW7lV%)nVYS{lcU{sa#Lc
zX9pnPxMrU0lmddROx#_ZxiQ$A4wSBqHLk{5@$h;wah_!>ZhO{9$UQm)*I0L^YEKUK
z2BPsXRy!c8Sjs%l3R<;CcI~<0`Hy5ht+Q|e)&Q#U<TR$O*9YT`T@Kch4wlHE#kp*v
zaHn)u?xVqx#I4G42j-X)a}lZZj?JioG4m<wEo=)ZsYUY2YC_z)UYvSTi+E)_;SI-}
z)T)+MD<8K|r?&=^jY0F}dg&0XdRuTF7D&6nuto5nV2}N|C|*tIUpJpa1nNr|bR-2T
z2Srfo1Hq<Z+n|fA*eB?QPsPoNEp`lwQTPoCU#a1dUu4peZNZfP<LkTwqbS}!?yZu9
z5=cUmn$SCh-XWm{5J)J}OArL9p$b205J3$PQts}NNXLRA5D*YiAgG|CLa+hSf?X5{
zR&4No=b5?Px!vXcN6g;cXP<fInP;A9&rrhiz~k(o3x2IDp55zl#e7?1qI!}jx2d<Z
z2d4#Ha5x|6A}w%QziRxVz&C@z<FLKRjfulWE==~`(Nm;WD^t^xqMDywg<xt}z_LYe
zidk2Dq{pk}!~+>tX_ap|jXsLmOJgDsR;|Sv2=uUnk;=yfYz_g8|0(d}8ko(U#{jeK
zxEU7CSTadYDxqb^-^|2`umc%t|9Ze*6sOTc(EwA8jv=y#-K*ZVTYDROjv2+{T3g*L
zj#1e3^D^!EG=uYvu@ziYobwt7Qg@)3+nvK{Ov8>v<>2rOJLgmJK!vaQfat!y=v38V
zPSyMxS6syH&Q&OP%T_ruFz%mfcW(Dhm0hQX40N4Uj8=-<T<3B}l3F~j4kbRdE<$$6
zu?}vddvjHnJWj!r-Qjmf4v3(BPaz&0<$w>j;M{w>JjGs*xE3XmF20#j$5^jkvrc~v
zT<mDWFS*(fA)BsV&S=B8y>expP``ag|1JB0r1PC|*5e4ATb@I@!%DhC__bb3zbaax
zPUGCCupwOTcdK(Kl{|(5Uw0s{IgwT^#Y~f}whAr#CeUi-=&d*sii?m53zzsvZ?)L!
z`Axu@G&uuMRYiRj8NITD+=e43tX<m3*zKv4xqh;z+UtkgS(W!PY8ormJC^J3sFz*c
z|9(arPb$;3ap2-<W?#%Tl&gNdQ~R~_Sl`4|rln8Bspj+wgS4uCNjy-^>3Kl(in^qr
zUusays*UxWwNpNGr&!*v7;b*U^q41<B5wxjh6k2~A7s>_<WpFGd_a7p*NsO!aEfMm
zzSaubLW5d`{%G^oqLh)3d4Q&Na^qk!*9|mk^MSlj*y@vv+Qtm^qG|ezIMVqhE{3kZ
zg?CKmcW5;<ae8nK<tPSe3^w}0_cB^xqIT;86jvr5{^@hjyiC)oDN{U9x=05}ucr5=
z%T(}|X2rM%c2iqmi*sA@;2P>+?H+L_T2=Pjbh$0e!U~Va*rY96Bjp+vuDlP%{uGR5
z)j}0QwI0>mAS~sWw<RJmF(01ydwMJDW@(vA=JB-3BGe6`{4w!3R<RJ-wL7QCRg9$`
zY)=$Ry+(%=d&Jw8pCDy-ibVGgmHT;k3rh67v>KE*CcYG{pOaS3n5=jOMFZP=COUZI
zQ_KjOUBc8WhzVDx$X@1|6xquFfRXVGG1Gn{qZ%!}(ltzOkXi{Tf<x%#DW*~IWbXlm
zdQC@h3|(+H9vK}503{ZUja&z6rz+|zKqzbAiRiBtvOq^70d#fRyl!0$>Kuw=Dp>}$
zN{HZ<2YQ|E&s6&cG*;7c8FJMaN9t#Wq4L5hvQ#E+L=lCR%L+F#s#Eg1bq~<6qF5Lx
zCO(%TF;f>j;6fF?3Ujs$Y^MRa$Pqc~s?vrZc+S>jX>9<_yi}%Y1Dd2@YEd8>BGWMu
zV2T@{$H;}^@is|c4Reu{=T%6u&>Bq^Zpr0(#(#cB^ow>GD77YOx_Ii8)NEVWn8`w-
zQJP?OT&VS0vSFclx`5ww2b(U@b4!BJEG;lQszzO6<l-<IXaLOhRJ4><dTy>TQf{BA
zDdtK`V7;ljQGcd%<aMZjRHocq#wLLq#Hv&7pYS;+f5l2uP5#(EK~!yKu=x*Cu>Lj}
z>!R?Vj4G5|ty>r!+UXOMx#ETP9lp3{DGJ7k{72E5yim+-V431Bv2%qgnEP?X%rX>J
zPBjCq>Tn@bFwkrW#x6zOVWT35ilvA*yHuc?e_{8;cK(<JWd+|YuN16F$)k)5ig(V&
zORb1@l=o*wc?$m*Cic0F7hTcGGcC&qn<br7ky)B^;+{5l!@3r1TZVxoOz=xAUHi&`
z>hFo2HZ^e)AC(lSe*POikpCX5d}_0ww2bd5kEb>Aoz09f2F{Y+dGd9Ynbb&{W%tf~
zXSsOOxk}(!N?-t#gDI$*SxfV#DN<^!i=8?v*qk;g)OsBSZ6;9T0bPqqN4m~I@w1%q
zMmBz}JJOF7?E{_0&7TEJJs$r6rF;Y5e8Pcz$BDGe=r6_nL+7%KD%{t#vgJ{YU$ttQ
zTqjUXnwT8<)t)UIWDUw}fReKMxXd$(XI8{j08Q&>%BAWB_1qDf^E3u3Sdtx<5e`^i
zhG~tZw|JoZoF*4rcd9}y)=*eBLi-b?WaqiS&YS1Xv#fh3L$Qt2EGkAJ6Fe{3LC?E`
zOh0LSsiZrrp;&8oN~55kF^}8Fk*0yxmQ82cXR7llQ^o&xF(%D&@sOqG$lT$#+GS$B
z>!!C3v4fb=v|DBA8^Z}7=_}F2uwgN<VN@&ucbp@uw4L~(VkAF^av}vdeyLSJ3-Lfz
zKvVomx8KQ%GEt+Th-0yiX`_sFr&uOS3gy*MGSF_@t(x?DnRaNpJCtqXUBx@5@i-RF
z?Sq*^XsU{IeMcC|^{}O5z<RZET842;5pQTjo;*fdZ9ts{b_<u?>Q5H&QYVebo(}aO
zJRRaxtEQ3QM$~j~v_%oCcC3*Z*t_uvov(rA@eXsP;|p(=sdjI)r9C}SDYhMmt>&7}
zkHv0WE3=X@dakT#Y;Es}n&y+h03ngWSJ>m1)H$;W)v28s<-xI?o<Sz_@Lbbm#tzRM
zV?3=uE9{{BaRBALxGt8$>t>eqJi#E=XnuE;e@266qCEI*U_4PbbCj`PvG&?oBF6O(
z>mEZ@>Svbr?6y!h5}YV>#EI0YL1roAEAaU6dvFmqPgb;s4Y5fX2jEdc7A(BCD{Zu=
z6pbB(x+w9u?AlmSCZ$8;%rZvN$E}{NX&+Y%a-25FEQ$MUnAO&m)h8CLRvN2+KPQW0
z*+~*J!NN>4#%VvCoaFjL&F5nOI7^akA%@c%*D!gWAvs!yx8`v<Nwr9;F|lLe9f`=Z
z5V%xG%pHizx>T)uC~at!8EG8W1Y1AIDVW)uki(s2x~>D+d2eo$*}}M{ao!s2<d|+2
zH_aRyj_|A^^&gAA2^BU7+o-yS$w;(3-5R5+{K`;^!c7tO%|XY2xu%B=Ol1|LwH-36
zcm_-KKocE>>}=w`pU#=>$=?x;CW-l)`uff@a|UpDpDGcHHH26^_osF%OG`Uv*238V
zA))4P(Ls$ydFF_J)QK-Z1Cp}jXy@W@+TR65;wy5xws9oEdOWQ!g^$gYr_Y{{#}eLW
zs3z|5dFH-6q*OvawW&SIgs<?5m34Uv<hqpq8q4o_0;za9QvO${^3~liAp724{BP!&
zKI7PPejKjr*`+w8ch3wl%FpLLij+B7IU)E7-cBFaphtZwcm?OZ%lv~>yOH7>x;{!$
zd<t4*@%g3);Z7rQOow7>1)<w~^31}u7dl!Vpy=779X;0*KB<$Pifi0#R7{g4QmIZ|
z11EE5;$(3taY>yfFrQJ#=#A=`Vh29v1Qv%v3m(cWYixw<VrJ^OAQ+#?;L>02gMi>!
zJJIJLvcF5o?~W~b{h-nh=hHH8MzDli`en|<>c35gZ#z+m@WQv1T)zj&CAT9A)s^oL
zAN-3QcGC&V^d?c>hz?<DmmoIu&w-Ar)3MoBWka%26gv=pI9fc{tGKdwph672o+n{`
zU{h{<0E=z?0-G3wwWRI!Fr@8cXCphT8=L*drgL2bc@dUM_M#wm<QZ|urDu;8^y?34
zkx27mllyUZw*74WtCIb45PR(JXi2G^dY~l@%Pc3-GzIGfXAE5BMo;WHFM(eK0WFJv
zc?2x}Q#&x<9e5Spu_uI@u7qaqr)5hs6VNa%rM@!?O1+OFp9-q5|J+$-e~c6%3`9b3
z3FOMZI0lv9$j+)SzT>QXG04UmGGj&sVfet&a64wmJu#{`UL#p)L9B@J5DDq4f{XX0
zJBxecLlX0P0E5d%n^W>01V22jw9n4kb5EAuL4Pl)-`J_m=*?@GtG#NcUUsK)<XdJT
zdmAHiA;&PNPIg=DY35JPe9$Pl&^~8ae4*_0wZ><5)JDAGbuxL#4~VOuh2KsYvrR_5
zMtcXeO)#{aZO@j^!#lR<>Y7zu{kt;C8`IT$rkL+x-4=e<qZxPR#$%3GJZimyJ4SRr
z99>`4I!|<Q+*yu)B+yyLx3+hdn6~X{ys?m@Y$TZBl#vIRt?zYsZK2s&@}c*<S@7)_
zl+@>x)JPRS8^QAD4p~20Xm*XP+ndD_$|`?ZgwA-;{0xd;hvv5oooowAotxRtxa*+&
z3#q=uhCaMi#nYVLCZ$Y5AiYg932UNY#M|JP&c)Wnym{~o4aIY94z+|2YT=WQe_2en
z^f3~IGm9)0A^$dSQ;(#GX$ci6wN63^t?Qm$8fhAWkul_s)D3>Mgg<j{co^MSh!A6?
z4c>O03!Fo(Hze{v0C{=_&JmQFmQaa~#3qE&p#&_>y=Kw0kSkX_RW3-=g4qO+PeN1>
zE!&96JWd0#jE?O`yJvdde%$cKr)>&c>6hH;Rs@S2STBH{v)Q5t>AE_#e*y!)-!`M(
zZ0Qn;k!P!t-18S@=D><R5&y`059nYfej*MCpy1|HBNtXB2AY4=lZOO&<>KVLw2nCb
z2TA0NYjVrLNr4ga9k#LN(8cCh6DRzWsLD!o6scSi&tmb51Oh^A`N7~Y|9sDAy0a1i
z^8)daG(Rm2owwL*8*F;7NX|<dr|JO&-po1sG@_;FEsj=^Tf|dUksBAAO@z(ktYm(s
zF_BhDF)trY2%~Fhu(va=;8X5k%R(NYWw}tkhi>f+l)Ugg<nv~UcfG!@q<;<IcU<BB
zxWg?2X)583HMpgY``1Dp4d~4NpdPxe_^zc1_Kwgp4<qI*HU~Vs;<PlXC(hd7c!Nk<
zD@rj@d(qMLvJ^3NcV^Epc^qpzzfG&Zu}jSQvo_0mB@DARrb>7Qzu<h&2mvckm;0k{
z!~XMN(N}4rKfT1PL^h0Ll8H$hlgVitq2?Ic<jbt?!PfI&+(CC7+r$lt!;FoI<5>~L
zm3jhl@+R*e?96Z7nU*<JqFYCyNMuIMgSGRV3%3Sd)e0z}D5XEwvjh^WV=<$w_@*8c
zM~Mfj0-*)2K&aVXfxNi?^Ol4_a$O_<6EE&>e{sMV8_|mOFvNcRI;{pDT58rHZ@gO~
zIScI^&a43SG^A-85jxFhj@AO_iU(3`4<?`AlPf0NU9R1P?q`SOZntw;F)=55Ri!4)
zdWFzao8e7fu*0|hzwl7ny#=!_=j0nc|9{^QM&5C-y-)0KIDPLoY<#3oDazl5aaWO4
zc?c*~&JkG^8!@0)725ke+T&e2_+M8rH}UY>ndOXTsWND5qC>g4F!ZArF_YIY)gHIi
zOXavt(=<2e-(SkCVvJG5kvfs5FSz=yZ_lh|408|%JBXs)8LJiS86758eErG2YEa$V
zS*4AY4%TuvmKFpUZz$>k7iukPuoLr1uQ{l>4k|~z-znDDI*Vr}xwz4f^$Mkfr81+8
z0tfMugUFW;jm?GemPS1HCvK{_b;@+>A7V{9=?D^ZCGW|siZyF|Bs(;%859#woy}nG
zs(!R;Z)SBPZkfEPQ^WR@*jQTs8X73(<z29toOi*RZpWCmOinaR7T;4HFqVC=MgL^4
z`Z7j=Z+8J>zTO3F_CQ9C0+R;j1%I~A{MR!pU_Xf)7~VesHfAlAZVbLA;KtakA(Rk*
z<1jz>-n=3C=*>(kq0!{|Y5i#Wc{!IwyKbvlaN2`M_Brq?2;bGcKU|9+yop*2#hkR5
zfO&wnTv722DCnKVO8e%sz3bBHw-B6o_+$Hu@||V6YsAUWSFm1u>M$HZQ-y78!(uUp
zvGwS!Bk*GlEUacCb?NH&nAfTWhKl5Q2CB*Rseu`&(F%`@BtcSR$2+zLyp46{3wdy<
zLtXJmROp7kb1bv8u}XoTz6Utov%;16goDW={^)lx1Ap)dnY%VvRQ5NU-(J_2${j~{
zvDX#5+a3Gwmfl6x4Bxj(;IC`~TlgmL0e{66f6;+Q50@D6m{*_Yj9M-&q!b<dDbQoH
ziCA@+@B!+wg!o+Vr;CaQs-M>Ck`-g6CF!j29qjl(32;%62OUydJHC}WUX*}#?s_nc
z#vH)0)Ts(T$&R<ApZ77OpJ2!1JgS@Y++RO?3d7rV%lWW`ohz@A7xlXKo!&)h<7v38
zY&$%|9nNVL59eoAFit43-?8Ikiv$|bku&hId3N$)cQSWXzba^<9m*$l(Ab;GJQ0}L
z4z9^-_k?PFmbm!-R|Hs9=+>RgVZ_XW&+(w5c;M&<u>Nqz#X7Ev6%{P|2~uxK;zk{F
zvv;h_2$A55>*kI#I{*x?m^n`}Ej6Ax9vGv}aRtwG2b&!LmcJSNyaWeSS&vdL!u4-)
zWo`^+va5$LWmo@?>=yX!Iy^Q%yJ$WuPNhz!o9>@eL8oR7kED+OORI+YXh<T*sGWWd
zj8Tz#T<F<0M*aCot1lRUG~v?=5Ji>2`lUEU9l1h=Z-5}5ycnw${P$2p8h;frLdg~O
zNUQh?y%QK^biy}~mmZFi@2p~o%sTepLyf5W*YL7!9FUeP<TP6|h@gBvo9q-N(qlS}
zyVs=eaXsD0Z$W$1L3_lNrrE0Ttm69IxUGyV2Xd_wDNNNku0U_=AP%mevqp6E{6nF%
z`bUIoM;*wwoJiALjb9Y^rq1PnrSQLpWWZwl>_GnLL|TR#P0ONiml&25N@gVx*9&VB
zz$%n?9oAYweB@}U<-}9v$5B6Qt*CSkRKixsRA{g#w$vY`wQ->G(-<vZP|4<fx>3r2
zG#*JuWl1Z|PhM3MLu$s`40JqZx2#JF`%$a5eXwukR%QtDVR12@k;MQ4vu@%lz_=xS
z>d}#35Ui}UilL3;majDJl-0cd*UU<u0}}R{2AeTm!s^rMp%~Zvun?V3u0_=1l%3+K
zQp_tWO~d6b!W<KMzLu{j&|XpS5$?@_y!?tVy8Z`*zU2CfFWp~ZjgBIolD%^{HLZ?X
z73%Px4$xyiTvv=1{D&T>nE2RHv!Qggc~%>WD7mUQlon`s<~)VbQNi0;aLT>vQ?hUV
za9v3`QPJ9!-olk`4Z|iY`b3Q$P<~tbZ#%>u?+Qk?5f`!9Uyx#YHD>B`c!~^97RC>E
z(bH$TGSlzH)V;>Lihj(6-W3P_-E{n>E0}%9Erq+G;ZFAtsQ1eKIOz0~EAt0eCQo?q
z7^>>i(kLoXd>zy}PqN5{k`b`&8L#&#Eyq(2iZAJLTUqhIY1Wo+dPw1Mk7zKyU`+sD
zIlqsZ`R#7UcX7v?e#)4y@N?~WuE>}_`ZS~7owFh_w6_V49kaUN?5NP{*)d_afoQAT
zt-`nPGo;s1&x+Ibf79A(H`GjDkk;FH=V`U){lB!Dh_o1Pb5n<(Hr*6w@3~N|Zy<Zm
zx2hOlX~kIjAMS3zbqJ;XA;qy@X<^^0G@?{i6vA^+6wO&(eA;wY!mhFTrfF07?h+K=
zQu$6sHQ7cI6<0c|7CjW1RT_62h_BdZ!$ZW=HdMIf!Q!50%$5$cX5QG9!!K$3|GcCP
zZaQ$|H+SW8Fo$EXLi7nXYV0v@4Z5<hZwxIc3qv30icNOKnwE&&JIv0uv7^Vp4#93D
z2lg4R>@}`z(+sh#huNrica@{|qN&5yzG1uufuvY&dN~yI61GTGEnDAtX;5sDFe843
zuL}$2?lY~~v(<tx$m;jh!bsw9uV3Y?dPd1KxhjWtayPApQ5@-#f=?iarCG+AygHHE
z9fQRARWK@wO_Pycqcph?I#*nJ+ngfK_H9D%R?Uhu>f;iE;KLJj(oBmK3(&@Jg&1NY
zcug|npT5oLPz(@*9EkobVZ6}~KUF~<pTl@cp`J8Ryo?G|6Pi(^pWK3OEOYRdxbTpM
zr*z8nM`s5OVfP`=*>vO-F!{WFf%%?VS>=pf4)hKun){clO4Q3HDj;es&8XZjl$z8*
z(Jwf7=UjPO<1<RGl0F+(d?YHLjje$}^ddC>G8Pq)Og}NmVHcsRJ+r##YUS>wy&|>=
zB65OFE_!PBenn_$1NaQ2(hnv!a}Y6OG~IYi5g!dAZb-oDXX-zFI}?bwJEjqQ^CNcR
z7&qb|`l@kOMZ>4CS@*^kp_@&zs^D5Eo1m*5ShE2eZ!7H4AZ$RRO(<_V>Z@00xZk(z
z*f$u9wScRG;59iZejV}uU5uJ(9PpwN_|GD!X|Z59apG#;nHu?scL@Eo5X~_h>$oC+
zasK?(YG-OO${d`frx*`KN?bk04R4hdZ8TZUiLk_XRggS?b>M*0>VDNJyfxHYk3Y6g
z$JJhKHc_4hNgd=ZX$)H}?P{=%D8?w<3l(+=D@n0u*OjH;+5nA|Xn3=||G<`X$WF0c
zJjIN@AnIeZmFf-4ZEq;(kky+?wugOTUfG3-z3KO0>h0n+MbCB8M|pO-f?sh5Tb5C<
zn)(}9R~AzFo31J+DhWF7kcA=2IpjpTG{zh0`O=k*E$h0_?9rij_TD%IAU+f3VxVsM
z*#q(!Z$+$IO}kJJ2~?|7;^MUO)cIz=iZ~vILv{_;NSo<g1A`hqWLI~M-Kp0?zopOO
z9{Rms1sc;8PQC9M>C}6#kt1(VqG<E@tkx7UKd~we>4v-#32W?rz1teyXhs?HKoM6?
z>kytTNj<-=6%8aDxtQsIOlL9UjVbuCG7at|o>wAm(P=oySc3{*kBFwYL5byQZclj3
zjS|T_kYAmcrS@HDIQG70*3h!ytAk}jLNrX`4@zuFr;-yx>ACL6&GMl`!1tX31_wXJ
z9sH&SlGo^xTI}@6U@y1~_H76IcPE?uZ-aDMA9XRdz<sGC>VuPyLE09SKNG~e{ZRH=
z>GnFQo-SuYwDOxVk1;fzmJLFdc#TR;{>8nL0hN~VUsO|C#sCL8(TTR&#R?pqLjoT<
zKPxb5U>gdkp#{b6gwXAt!1_S5+4zbr1JNRjeQY(WGP5uL!`Dl~a7BwSszZUoWxkT<
zv+f6Pv^Z^mk&gv$PWk?xy1dHxn2GvMqm$|8<_ZqD#|%MorC*e$Zz`RPd=EE6VTlm;
zYMf21O{0cF%Rf6*@ngDa`ErNr`*2m2$@4$B`3h@goq^PX;znlGp+3X$qH=5PRaJT|
z?a7A9wk(40KK>(#+3kpF^Mk^VUXt0vV&d+$NJy98I;l2I9GO+d=;{E+*}%NDHzhQw
znA#bI&FDhV**cWxv{~AvqqE8yGaS%qF3`wvDN}>Q-6qMK-O0};gS^2(&asi%Uf&#>
zRmqbtaUTca#%J}VyhqUYpLCGkb0hsc6{P<p>2DipqVcB#@|%PpU|<i8s%G2!F5TSU
z!B<VJpO97AXq6$`Y4Z%T&fz!3LRE6Xy81MC*lOH@l3}m-Mj1})F_JUL6YB4Rq`TbW
z*$#O@py2VW29&WjDS~z`N(!a*lVFj<9n2y4xwwvZ5F}D=)YPM~Mv0lG!*R-{BjrxX
zYHU2^pgnmHn$V?jNYP%GwBiS}`&_qN_2Dk+f^`k3U`J9o-I)eq_c`!;EIjKN3bE^$
z4-FjoFbU%rks|b0_0B@Q1l+e2KAzQ5CO*3Ec+WLU(cB4C$&>+2McP7`@nRjz^k|P~
z_0SSqA}c<@N7=Fjl@U+X<VGY&O3m!Bdn<B+M&|5N5U&-daq}Q2z6&(o9cuaPc_5=x
z)wrDN8dfphGt(70Js8Ovh9>T%;c(g<-@lAhbFM1JPVIHF2X8!}rIsY-73;;?%)?8W
zrd@Lv{-vUw)o94Vgk{z=L>7e$;WIz8K-%o+8SzwU`V=5a(_#;e5t=3I5Ub7`19b>f
z9!h1FfQQBAjn0}w=6yGw>AH;;S>!pl3Q9JSTzRRD2ehJ&shDHHVzdhvYtS3r<P=Bn
zcfH*|aFk-K5_z=7M}CuOxGlwvilt{aDsO<FmYEc|dNW;7S6NgJ5g>GHnsY0wtOqO6
zE<$4(-VM)Tf9Lj<!qn>Un+ku>!V~m7#k1d{a?G{q#X!szTvds5=k=rj?FU8sHkdY)
zE<TM~!wR&Epjdcz6I8Thv9oI@y09oDyb<w{)si>=u&xIsH|!`=)EcF-+4-`dw_bJ;
zG&q#=U{8wRcD^T9CZ{zzXxx&ox^Q{^Dn-(!>NLx+QimX4j@SxkOwwo#ce&7bUVTkQ
zRz+NF!UC?-k#YIR@Q8vBpzWFPw|<S*JJ*HA^XMW`q2~ihJE7CkyCEqajHtWJjP#DA
zY0W$@TXr>Cbq9zt?T+UUiT%|L+f^nkEOcP6JF!-HS;H$k+8D2Eg%=hK4&#(DMisAB
z;ad)9g=aSi4`p|QNES2K7^(2XbUc!Lu_Efy&GZ4`*p-i(8Z7aeHU@f4r^kKFN`+dk
zqXLy)mr5NPP*&!nOm(0Zd!=F*0HJp-uPJ115K;_YP)&7d?a2Wu9pX+0@)al2>RJlC
zJeI{KBdZayEunL1BP7*RB7W&$pS9SmTxcSoT>cyJ_MZ0;#3OnZL3=OvyM9u748qFv
zlC-+m(KGWSIjF{=AfA`3>k|smWB6J=a|p{ex8bG9p){q`z+$xig{%@-{RaYvetldb
zV8r<y|Mh_#$@`)h!usr?ST~<pd+Y#9F3Bz>8FNfV{3}^wY2|k8#+&K*{dATPqgS6<
zWz5;Ia#R@Yei^%epO?5TI&O}!(Ls97NfHAB>gXL<RK@LQB<hrj!V#2?l#xBK4wYU3
z<NVM8eg9t2^(OR=g#KfLJ_l&QE_jpM4(RXqfZpAmRmy1KmkqV9KTriy$Zg==$<2zS
zv8Qo)jhVuxRDPg|Y8vEnSJ?~NP`@0oI$*V^;%lgo0e-8s_der-viE8${5(v>?7uL1
zVP~RpTkQvHsbpzQdy!wZM@=;5SzCnms?zQb<_&lqyjL~ZHh=CS8@r1uek8rbmIo7n
zN!GDc@a@15TJQ!a=N(dg;grhOiIt$S7tsoeQlO9lW*EJ>H9L~%f^z_VKRL?EU07RY
z(acMzH9n;AKf?7znD4(nuqAzT7zWau?2Rhc$ugY|7ITDfwC9Qi#C=9BD0f#@BZ>$e
zq%yE3JE)_aRI`7;HYqN0hF;_a#u^7C&4Tbe1B_eDGx+3I1b7$rVAb(hxU7bsueIhG
z`t}&qPi{lFEM6vO|8j9(p`32Jz+~N5og;I;fiG9Aej=+3PW|2b5q0yQ6qN9LY?u^B
z{gY^LLpuEApip}7J-DjB9isn<q(&;)gc-Qv`b>fI)S=892!@#^cc*O|RFjH)fXKC`
z_{cGqsV1JP2)pXDrtdO`jJQaX!Gkog+@G{<P+hvaU{F!|cnYR``@7Qn{XcXbjz1~s
z*sp7f9iTU*<c|Sf;tIwY8(nPfW}p{QX`bI`=8st_3ntI+{CRXxl=7U1<@*k4@8jH;
ztn}0y=z+vg9SPk{U1@G$-?J`?$02Q@_-`~K5^Geag298LX=C`qMaee_+P`WMweihm
z@l<L5f{XTzGVA0ZCz7`O6{uGZM*{e8%D54zgOcJ)jv6j5p5EgfJdBT5@91=|ca-Dd
zyQjS?zD+QmYXXXL)C5emA8oAvu)6AFfqE$}e=`e)p%7*u7d+gCV$NelWsdbetrBLg
zGb@4p=JN`)MFVl{f-3DmNiP*ez_u87;_^im8!e<(3(twCN<+^Ar-xi;a9s+fi#0gr
zN&87|?v(cGo`Mfux$nDkO&4g~S;zCm8k{dIvLwH9JaA#bZPz#a9{dJYJ`{9M<ww%y
z=O0!>{MI?LgKm+-y@T`_Tm`XTW%V|i=GeV?;~Z1-JgOh70HbvP2e<|Qt!vN2dSirx
zGBii_FAw9_O3|RnQ^ZEPLauU0W_^c_@M#Bfg%inR<eZv=i_?+sF>Cau;vUqwe6;{{
z-J6>HjceS0OJ5af?03NTI^i6aSi6sZQ1EYcIO}1?-|ITk&)3j5e&yg^adJ&>Zj^ma
zHv1^bES;@3->^@I@r{%d5v9aO`j(p#RPDj+E{3L8p6=DAAG$n;Fh3hhR>4f3_+mY5
z{s*}Lr#=C%+rdt6>!91GAySmgNckGf59s+Jo{XUHB5=IfHlsGdLFY!YtKZ<V@CCSd
za=n71!34u`BikaxOhOktwm%h>trmWCMf{GP3+I2s<ogGTbHdJvBa!{?_pBk<vms!b
zd&qML$ByR@h5FTj5~J|^|JJE|*oAi9bvK^2T<NJn@zIDyVko{+w(85-qk%bqFP6am
z=&Kb}fuk$96qqBnB#G&(VPHOUuq9gjSSw%x9jhK}Ie}q(6&yBYSr%9j-|p;5^j;@y
zBA90f&ABH?%?G?9X)guQ7GY>)7H3hkOL465?yLlSW&tSR?0b_r_{T9*6S$?C24n{b
zKj!WrAG<xcrkwta*dTpl_y)~4@{Hx?*dcA?RS3m4*d1i(2Gc>Zg|t(Y);fi|kGNvl
z`dtVu9H^!nq?c?Agx(!ZRLJo<l5dsB56$jHOD{h!XOieZUDe98u5+{#YV}24Mb6a8
z+$vDywv^v{hziKlrLc0!uYN$e5R{b*9SG$bzmfbKu`mDqIl@>GN$<O!7D&G}gm}om
zWNBJO;|hKzmhFbz!sa$!wZ6#0>S6Tx4Q3eKG#OXR7cLx9Rn1X)Hp=?Cql5>Bm&ZmK
z|2R~8+o~l_ywyPd7PqHfZI>;BdGT|919-~h=%K}MBW=zDw6rwNx7XsY*!MM57f-tw
z(clECN+jVLx{-&h!Bm;yX!G|&V<`3hoXSLHfgRwAO>|({;~pr71>_YQ<sxg4#3I3c
zb&87~TAy;uXP5IVb;T}nU`2Np`Ow^;^}D@FDZ81$`x{uNsTH!5kr`gR*RF<_UBPst
zVs<Ix%0?dCI$?e3`%3U6=Us_kIEdV=N^FvqU38OdoGh3;G9&bw6pjBBubN%j2*G7|
z!5h%--z1xrR#!l3zSn50;H~Zn$F0<tQ3cH%@K`6DmxLy4qNZ865k)8RAcw1}U-j$<
zjbsOGloMvP)odkXhK|IRh>jFnB&QVRb{PtPTizRKtZ{JDoLtkp8hMI)Smy?5wj%vJ
zZfF?os0|Gqa=>4=;Oq?0)VT5gzQJ5FMIPED^6np6w&V&e57uAm#ee88#^U>M<5&3-
zt+y(q$ZpwHDdRBQ1{TX%#Wgm|cqxW%jSg<ZW5rn_JhNLX4it^fmYb10I7T!Y4Y+WV
zLs}lR%=>s~z|V|S?->^S9(nT$x9XUWhd$_Uj7B}!dadSy2W~dI2zEXz6>zx?C=af&
zn+SuOVDFP^5jAxz7Ee_{a6akbY~Dg3@(vlVDR{08j(r12j+8qroP1@oOVflTXF&Ff
zE7fv91)F)s*an7oP~fU9;DEm5k6H8FTO<xpy@fbPr37_zKH*zrZ5E?j!w~>+`{v1v
zh*sGhkboXf<tUe_GX}X+rRQm<Sgl=H^`!G@VF5M0HWg3hpimQ+9neI@#IaseK0aUu
z`RdZNcG(qh-D<Fqhle_aWXts`R;I>cKhCU-4%rW4+B}%`<8UX-4A_ig3V1{V!Zl1r
z>V{xU@lp52s9O_mC>Am}m<0uEh`cc22Meg_4apk<dNUSmmO%il-tGsG4=;(PpBq*|
z_26~3QnkO~B)4ilolh2}cFk^ORNHFz<W;wt4T<Zd|5n*4^wR-sj|HQL7o!`chKI?0
zT@N`>J-5nEp*s+P4qP0|TC$bSl*JLkAfiZ6$PImS^zh1*)Bt{PzJoZ|Nwg|xhmv%=
z&czlx?0@}fXcgLAet0PT8#}y|Ty=ZF0pEIWxT>~u>J6X&|8EGF3viz}-f-G_1G{nP
zI#7N5Hv%#K`wPTYBBndHZjCiNieyjKsY+^EZKK9E8Pk<qzedG$G1wLqyo^(2o4Jg`
z84~~Z?C^@pBD!yrHQHsHGznmk2Q>+OLg#IEYv`~o*cwvQZ>Q?N%^i^ah%w3W+X*aG
zyfF^HQPppY3DzsxIvXvKVjf1A;ddajoye=gqCQZd6FLa@aUg0NmfesJCV=*igO=x{
z@lNVL6zx}?hLw4y^)d<_pzBVM+4qY<XDSamGgpWihnzLFDSuEluH1?mp-v}MA$+8d
z8!L(jYTiuK9-m#?HQ!qn`8%1}SA0(~H{ZraZ<MwU?W{8*l-?SZ9Z3@wIXj?)U^d$w
zYB}>o>f+fZC+T53Y=#x_SeRk6_p>cC?Ad(8P|8ow4nbN-2qEM8h%<Pb7+r{TkV16Z
zNgN-tPS07(R~+%g@sY7`zc`d36mv)w;+Hfm+n&kB2w&U}To9SllukT?{vK1t(2myC
z@56$hnx+q|D3(M@PljQ(m^EU;khK&S&}EHiN{7ZH9>#2Ou&OapY^wUg^QNKNR-wwg
zAUn=Ty0sD=CyN;%H>V2|AZAJNk;@!$<kN_N?BwhI$HHjz6PSOASL9AE<fe4{G05EB
zm5hS}ZsfbK!m94(fIMB1r?`^KPXYNcS27L|*vLFDw{a!L8_&H!nR_sP3#cKUHvc@L
zCbgcHT?R`$rUuHqi;GTuA?j{ZnUWO;2y9q(Ov9#U#~AM`S&y6GDB?|65g(5jNDEV-
z-?uHg)+yrnfDOu>*6)h<i^hw-oZUo9d*!PUA)NfhgY(xemG-k6R3FP!e^GkS=oh62
zWqSzX%XL7b@{8<HIh<OYrNRQ;8rXX!DqJ5O$Nq*5H}4wS^S^V^A@<U6JH0MAYb3Mi
zMT$ItZeK_8d?Yj)Pn#YXsU{sB*N|8IE=bdn880g_U(}gasUzx*45Q=)5ObTxj9jNN
z+1a4^vUl0@yft<amkRPmgV-)3BUCr_6<&wj*g+-8Ta-P?xG3?OM>zkY(<2xqUXpFL
zC}nOIPSSJ<tl4Dm$Trk18-^7kKG(hP{o;Z0zV`v5`YxMGXsht8?uBnfEtjE<HMiqq
z{~x^N7bYNaKgPEAh7Vf~c(NTn>i>aTt|42=o^fyd;uXMSGkCCSaG=IbHI{$KQ{=;T
zGTTZ1(UA@5g{Po&IQ?KUyu2Hk+sAbUy=I5<T0ri(ksaxcQaF(Oy&a0)zzu4(l8W19
zLoUBvYsdk|6Gs`|ks*}Z=tX&2mY&|>ocfF0E@NC6iVWdiG_CvAOW1WFjU87(ayP?g
z2iu3NHIqcpg7oZ>#-rP1K$lWFu-5$uWA#b8G26{9^vs9piPWIMD7E7Elq$rNst}-H
zj!w*#=RP;8zudXIY`Z<OTe97y&FoRAT{`M=R`xt&hXb%(mK^EMBKOF#F}DzNUygBE
z!7k{ql0LxBIbfeVVPcEt&*`HATk4Bb(?jS<!!R2r_9MzdQuhChA}`yEX1vUGVwcR^
zRDx?onblHfp_Josbu$9RW)5Hzcc9szaFHkjA8`Of)&n@k0UYT7noS6%!mPDAi+2p>
zJvXWg#cj+kW2|-npK$<1KZq+sne~>=O5B<~nJ*MI-f&<JxM8%O5BG&K@JAbPvGJXQ
z^|gZ~8Z**Z^goGuEcc35k63F$#21~@OK#RIjWc4w(~A+W*lW~m!=4@z*i{GS?UmL)
zfXv%NjW`Fjql0R8cAnXiIzy*IbK`L?9QUtJbFd~$mhr-N=?BofL@$Sgw`d(|&jeo;
z^<9I}m8tU%#LutFSG=shg56~D^P?M3hgY+sj29j6+4hRF*?PW^q)#=H*r@E^mEFh4
zcOX7iqMm#uxNkdspj}`y@%=kw-+3SQ;RO0l(c%Qvmp7&@CFjDf|8t=Kz6bjHvqJ*t
zScPtMFZ5G;(eu<7pX!}*9q~YQ%DUhIFQI~lQHnm?Mknqnl4|61q<#C){|vG72i=1o
zoUkfQ;h(bMd0Y7A1KE8%Pujsq#OErw0GkfPcwK?_xq;(q=Cr5MUm}(J9y@)PJKgjq
z#y1Ll)dnVUZj7t4?wg3+#fGaOeP3_~b95bv8*IhR&yiQv@Q<A_*58m|@Mv~tnNb`^
zrSY+Sb{NN_ucGy9HE5d>==7?*2-=-J0Iu5&i!;(TEC&u#UX^D282^YDTUb<H*Nd$Q
zf3tDMi}D5#xNtWxj!N6WrsFZ5Rdk<?j<vnPlyPWu5xQJEM<v?8;KxN9I5BObn-0i0
zuIO*u=t9k0Z?PvZ9g6Xf3l~SG!S$S^W#3^2n@>n@6aU}ESg70+q6rSdN1`VdL;N+{
zvaBI~_%FDAW_emk8qsYGauQ&yZ$#{r5lY-ES!$pkPSt)v{n`fl#dZcyJH?*F=&spL
zSq)9ZPZ9_WHOP-SIwqDnf0!MG^xkKF2^!?r+o}7xQN~Ec7^X3J1P(@1df_+tjKR#%
z28RQsh@2%n3BOl?JU0$&m&r3b=_<6ParsU-=Dz+1+QxD_H}#&}(Z&HK=WDLKxo5!3
zwexn~lc#p?e664bu2BD{fL^jgzjTM%x2{C&l64bK@&BsU%=N>2;h=*S^ycTNpJMzm
zw`Ly9-u*Q&tkV?BDcvu8kzL;CsHp91RC!qS=$H<4{Vcq2Ya2E44>xLY>@g|z!5HkW
z5*t<~EA&Jgnm5DbeUlweGu|Ill1^?wW~lKteuLXCe0FK1s9qZt{qZpBdlA-^X|XgD
z!;!^*(X2Ej*!<bM3Vh57o{FSILg{uN`KE)(&g_;V-LR2(IGcNIOdGm$9XkEVmHC5%
zY5B3LyQK*rAyJrD&gZcS@N@xdG^SXx@?*$HgzwlTMpB|MZ;%!&KlYHKBOg%^9hx0T
zg|(Bzs8S)sMkXQ`FwzkzFb}Ta6ga4=Ep3~#v%ur<vrzL{ar*9Jnl-|@`~<QE`FBhI
zm0O^;L0~^K(0am$4BXqU<|z3v(3PIaWmHsgaJNhnYL)<)DB=v>v6LK3g+HQ+?6pdu
zO-=0HZTc}bw6CBJapPAo3JG1i(%tz`M&d;%<D!MqYz;YSgfhMWL0e5h_M!N4nCL<F
zp(rmlH3`Xh=Pe{_N==p|hf2FZ>Y*sFV}25;hoVrQ>>@R=S$){A#`Lxt9m0+jnTA|&
z$TXzmxYD2j?rL7$ZO-@b@!l)rlgp{i!$^`Nih!I^W)Z~YWfXHNxdt8m1sXy2D3{kw
zrT9`_Ijf9=i`WOinDrV4D_ui9>s){A7f)5uvvW<I2KNr0k0kR0jVW_}pGvMy2mZ(|
z>p9^{f5)9}DfTZ3{zC)vQY^}h<D0j$D|&u)1s4W`S;bS)rHH*jP%-}vQ|2~-Y!t9@
zdDT|pfK}R6(ifA_4v?)VigqneYlM@tO`}!Q|MOv$-og`4O&faKXa?AcA8?)#OiJU!
z&UC4X{Z5k3voVLk<c0TpvBziN*pd|U->MK)Vc;E@{Sk+cJX4vcHI_+x%;<r$t*#w9
zwlwA4!B`1-;i6$7$S=@P$_d7n_r=8?i^kTa4R_K0R`F--nl$9odxF{@7Hb)FPzUAK
z@G}T$K|S6IIDRQ!V)t=-#Z#4JW%nM_T!P)b=Ld=Z)*YYJEGLZfgX27=+dHnfzk|ok
zWocO*XdntTY-*tKS5gD9w5te`qLkv#?1GmNPrDeJ%wmxX=P;SqS>xdXm*!O1ET_Iq
z6V$;K*VcivY&u0Ur)o^Hl$+8VrRU^u;<j_Ah9{V0He%Eq8}SOElnxZ}a8!r^1BqM)
z?};a!DWT`8s%8$ZWBriZr{bGqAEar?X(eDCC>{4@Vxy%nw$}w+_xJnYu=QLm!;g(c
zu9h!+A#lH}n)6mM7E`tU-sb)mIW=j>&lrb&VHH5LwNLj3*_sjZn(SEbr#(&JdiikA
zVs%MX%bXUJWIPf^;Z@<@?i1h8hr9ntUHrZG9)@N#SM1n(unVGK$&KvT`r?7|c^aGJ
zi{#fhJwgyK`3UZIiEWwFKu)j@xATU$^Q_onjS@302+J2cB}1G3PcgSDHdNs<E1L$M
zbVr-UW*k!J*MrdV3NWGF-2<TAqzYi~v$N5Bbv3ZLq4L<=^4U&go*<YAKieapah{-?
zJv6K1D`@hc#=`v071%XZWFJQvILpo^XV9(qAd|cMnrU*}1vaVTt!&iU#~U<gY=SpI
zoPuvFoKef1DF5e=Ampv;jq+3zpUJLUv$m@HOlxCjx${wP1*1R8Dl*3R3*dy^Qo-+!
zgkZgSTqIR$jS=b22~f&I7L+6U&7Hhze|L8<to8bF#uAhY+cg5jyNlCJ0n5^+6VS5A
z>w`NrOewWK0~c$=!}|m?wHZZYhmv@^JOA!!@WsAB%;viBw>tQ2%;yyK^8mH#bTXx`
zEH731#1)9EG;9J})?8%2yg_3>&t0OjY}%din_4QsMH+6x;x-K%+cM{7`?=<fCMG;s
z(Ww>2$?XD0!~Hxx%C(l+ORF`uW0(coY$fq7HTb_v)!M4Q%k!_aeO`%JUC(F5$yXYB
z2O5j_%Q!iszOSaSV84A=$vpIpDn{lVe4{&$YbZB%Z&Ko~m*Nuuk<>YVO=(K%Gj0HF
zYJyFZ>!jeC4g2?-Hq6oS2a0k+r$oGrY&^+*#>G?N$Z_(#5uHndS&Op{8Z3{+jW-Sh
zV%e{5Ykw&GulK}<QpWa-(ng^}((6t*8(NJ6vcbjB*dfZt%d#J7>0OL1l6Wf5Pn;YS
zs3}c8%e0adr>~uJbg$H5e@gL<D@ijlFs|)wVK)!fuxtR(sW1Q|d%qcPbE=p2y~kBk
z<C$j;$SDt-$ecYmqt*D<bo3z@TgUd^Vwn68CD62-dcdqQ-e~!n5<J%~c-&p&5CyFb
zHSdTmD?1sad4^ZS1JxJ31V~^^BQ{tT9FV&pg9Y?=_D;v%M<I~LIqS~hIG!(A4o43m
zd}1-GHXb7+w#>V)Ba<%+_e8w647NVvBgf$A0qQ>mzDpC1jkKNOwbpn$6V|e&ccp@2
z<HKd9{uZv#rfyK(NGB@%_<P}t^Bu_83F#*DXa}Cn)T^MG8Z`L_Y>i_b9H~5B&4Q-8
zLRUGUmf;>#<Rcn6HCvLq%M`C~x<U^+pq4Ydp`br$P)o(BeY{l>X}cBwTNBD{0md3=
z3;Z|y7yms6?ORNH#<Y;ro`@b78f_0s-*>7*V2-mD&72MswasxhKWO&id{s-oC&yQy
zwMpI(W5hveX+y>D5(pr9^f)`UK?Eg_Kzk_B8s{$`rfMlcZEC<lvrX|DD(8k=agaFQ
zn}y<mConZ>%s_8x977NottBjy;__hre-K5rC=0n)$%i=!Q@%y}R+q<8lnwQ=JBsc9
z3iN~n^%_HLst%N~CZ+5fkK8craoFv=9s9*Sv3d(A@rG1mQQEUKphm|lLTJh`C?Q0A
z$I)`{7f+RM(KNwLp{=5~(&#dw*a&Y2Y}at(A<A~+@ovEhZ^)e*_=c)-o;yW7)uWOv
zUn(I7Q^~H}QSMx;A!I9IGsG7aK3Ek=x1ep#iMhu06^Oib(YYDG-Z(}`l-0rWXs~L2
z7Hd8$PKPRGaeRQpsSAwDxTsQ`Bsy9-tET6Iq}p1>xi`#~!Q1?fkMllg+;>RU=6|vX
z_&HV(7Q<a;Jp5>VIxrpq?%$T=T2J%m8)mDp0^ItNX4JtPLKEbq;;Al>+Hh2B)WpV;
z;HBeghvWv0s`#O55bV4@n&_=$3{kW}Hd+JP(G7v}smBnt^micpIgwmr*C%<)8BZRf
zW95*}SP?OgHP~3<KrD13xNYrG0`0PX-jS9bcvS9JGj=#Y+a;(})k9(T&3(jopW1Rq
zO+PBlr#L{>o7QE;zhL8sQK=M^^_+wMxl>SXMaAEgwHih<y)aC!)hjc+gFQtkGCRmC
z8RCIzi&`b{=D)79yfH=_g=(px?#}X#^)$1inz*Cb3s0ZpjW!-ts7EZ6e+b;}=7%4x
zL@ED18cB(>G4>f_2aj|ITkSAQf!A7KN-ZsoxB(?cP6(s5^FUs0CqLs(Hn;K`M-}-k
zjXdUmP~;nS)By|SsY+Y+sOa86JK>i5n{1QZn$Z&Z+2`i7;&d_Ap0k`su1ywsD;mY#
zk|Wnw<;WHB&~wg??}4|>=FKOnd&f;cmW0LV_!_<?t)ZUyoto)*mA1USx-_+1;_d9g
zg#B|tJzfnISMA|tyC19oShCXqo+n^haj9_gNes~Xy1wFpvZ~(rv3tP3Tw$?d7mOW_
zX(1t!MqJ=dWNXh=9IVu7oV<52{RZEI`Oa4-l#x>;uh_9Kxnr#W>XKq(!A@i2Hs<EE
z`S65FGK4y7$A0FHH7yp=ZvWkwFASw+J29{DDnXa={;y%DGoFT>;@;Pt&Ti8qo?1%f
zz5+GHmJ}mj$kqiz;AbB5S#jD>OWV~3!|H%A2NKBjq%n2X#x@+u<X6}_j>N<IxH6HF
zR-?}6$r8-r5)cqk{x#lsq+~Qj*E);ohfRY*yfX@SJ8|)GR20SMAImF!lV9*wrT&yr
z8r#=Rj%EeVil<5izQd+n*;WNkN&1HxJ>@m*x?}pC42&q=ccmY{Cw;W%AIZG!%KSGA
z%->y^zuc3VNNazX7`ThB?h)BUYthVo0gYHP|Lq08I(c3XY7)`nyG~{BX|*wh69ah?
zA6DoA8v3N)+ryJ+2ljCXvI}_P2=(8AT_u)yr=Ruq@+@KoPj)<XATZX|YR1;V?S?E5
z<KoL8N-GL~4hDq{X(%6~Mjv!RaZ|sj3UgjV6s-65#GJ29JD<82hC8;-8@(~O?PJ+-
zG{F#>c~m(?X^4DRFPlol25$((_01_koi?FW-Y>o>1<ZWQML=ZIOQcboy|uCY#^~mD
zG=>PnJP6?enA{^S7}NLQVh_e7+cBNDdHZ=rS(yAh7mVd=G9(7c%7Y7v3XG+UIXLUU
z)Bd=m0&;1M?J4oVvM=^GXvo617*lXO<i9n1=92dnG<?Zh9@!LG-V^p06};r_j{Fh=
zula<$qoz*~7KQ~i{&k`K*PB+#rdx$FE<J|J3|_|6`E`bAvR)Gpl&s$$H64Sn86=cA
z_Ax5D3Z3~N(6speY1A<@OUS;VqWIh~Rw+-Br!mW*F|GRPE5W@rFyGb|02iT>yD%0`
za0PdBfUO!^Ai?uAuuTh_YEDwsHpi7d)1-5?LDzw5<G<n2xr^u{y%SG2`d%U)PVidI
zzpW=#mC3%23t418aeW7=?M2x3bUJA6{3z~v2`tx$OYzosoK#jVAAc_k^NlPF7|1Wa
zBwdb3bK6adrsDh2xUO2o&}`&#o@pbZ-!LL^eU#YSw&x0Jl2Kxrp9i-<Ri&Q~z)=<#
zA3G{COgxnqf+%>)mxxDkjGBF0r(<$gn?>b2l9_n-ptmBnwYd>n-ixS*^iz&W$Nrf3
zvXVK79!k+~!uvhy`ie(fU%{U6Sq1iKV4i|tv6~%6D?!d#7e%afWtvuP99Q7CHLy9T
zWq4f1q>?i5K}&Oa141SjRh#B*{G#4)Q+tD@lh}QeippIlKfBU@wCF~WW7NMd_VMRQ
zbH2c4Ng3<b77skaW;<A_Tx9PSuWh4Cc^vCPm%p4;OWq&R@ohPNF6<hZUTTL~SQv~g
z7Ha*rY3N*_$;UCO90Og6In0sbCkX_Gv~fzlG^r-#cAZ>|MxDS&dYJfJTBc^?gWood
z+`2#RnYZO6umy}6g9DQV19KY5i{qACEX@z%o@ya9PckirR94_U&N!f?d`)~OAZ0z|
z|A`wjIhtZyOjgIPa$U({AD%l|H}|jAI|}agjxbvN5t{oY*LQsB{tmYHh<8}WM)*5&
zYdR~L4W7l{cnXsl#on>cFND4$=NB|xSeD*VA=~LlVd`eR6{pxCljY_rqqPIx!U?yG
ze6oU1)ZuL91^=5|hr3*3yaPGbLb9WVZLp&rC^f_JJxq|FwJ@I*CvR)}=&|4D-ciQ>
zcjUkkbE4v&tG!Iu&#mmnP8j94`KUIId6ieo5NA~ZK9dFT93;N~DE8RoR`lmtOh=q?
zNPh~Qy#4H_;dxh9+#QpXITt5&z-dW0&wI-l|2R0el@@-72>LXsc}B!&ETPDmyXUTo
z-XNd_E`1RlL0$2o9?{ei4^->0v#rBjBNTh+J=m=;gZ;3bJ;0qUIv9HXj&~Kro1VJ{
ziT<`u#@>PgZv)D`>rK*{?$Ub#v<Bw8=nE#Leg)DMk1xr1_eW}K_#QH}f?Y-ULq+cw
zKk;W^_Xz8}pzV|}YIoQhNyQ$JKO6Z#@XyQ^LM@B%>oUIcK1HoV<hP#*3I4Wa@*R##
zH`tc0mc%s(yraTaYV3ad5j|5Y@eRFZnu`Zk&9LpmnmB0r@Ev*Z8MexQzY2TdUD5HG
z)~;wif1i{!C59rV;yR$Gj!So*+DBdMj;;Uv2AexycHA7=@@|1$&#igTc+vWC6veDx
zQx!+A-G03JIA+k-&MaRE7eGwj(Fgx|YH!GWlMjpkOWzwpF*kh8E3U<(xs%U?-FM$Z
zp^ufDJV|`x6Z|##uw;rR?b%GnO8L4N8=ydC?<`HmO>Y(Bf-X&Hq4y!rIZGPNem<8^
zh3ofh5InWKyo}jMD9T0PQ16MU+H3&!lRs>fJ|Xq>>h!=Fw}=z=<>hb$_NsM{?d_Xr
zv^*gjcC!=GBjdMNP`R01-M@88JzD=8Ttt%-c8A=MvGKTuE3%A_Lol8_e)D&1k9b4@
z$LK(DaW8;1DYovk5IXz^s3RTJVGb%UfM56%QQlfbT^&S4&L~i;)0j7=gwqeVL4C$S
zUFo2r+ykiC-`=vuTcCEsE`A-V%3j_75Bj154%}-dZtR1Yf(|GAqqeLS!<S*wI7S_R
zG_AD=Ou7E~qAM76B*p!Lq3GJ5rj(%AHED2}s=D6%FT193o4LAI|J|x7EG`eA)H~jq
z82=oL#%po+M=dnY)S})xe9DA2-=0#R)?hgp34!pD-YUzGr!LGg@;%cmg<5@webHFt
zW*YAMFloHupJ~TEzKY_$k6>E7gT~uzt{c9}m`!3Fa-W(wnGpB(l!pErQ;N`E_xmEn
zeILQd=?*0KVh<MaRl(U#fuzl~eAtU1O3N9Y3M)^oM)^NYsYEd$zVb+*W+Ogl5`_=K
zq>fcdzsO3WoKWrdC3LemS0k$EaL81o(Gz<qzZP$nL#CURd}_#4Ai(+#w@dGtuBZPz
zUor+I@hzZi<9(`D(l?ZE(eYQATA$X>_eEjHijY$a8vlLIYK-LxX&x6ti%le=p+bnv
zeLysz-Q}j1q?=28kw(4u?G3W_`!YhR@xEEfJfbg|3iXVXz+ntLY7BP#dZ6`d_Sq1N
zee_@NneziYAC>n6st>vAMG3R?5_UxiQzCs)###q^_4`&4hi4|y#3)}W9I0W(TZ$oq
zVt-c@F}bv_wDE?6aX`uUnpHaVSC8VPBx8P57-71MIofV2?#x^SO?~HJeeGnKnldVU
zAp5>@G_$qp`v{dEMdG*$&@JfixlloA@v+{-B4}pMfER#}x9((g!R(}6hnzoq$0}bL
zV}N=O76*gh!}(M;hfb|SG4pdmY1eAJ4HJ5Jn`Sk=J}_0vYaEG{d}WPAA8;~)VBiAJ
z<91PJYogA87^<h@XyMdaUnS#ZCEJU^D0y=mi<V#A7mC5j^bkrJHx;+LSA~$sVH2zp
z<O(xYqP>R&-VqIfzfkYN6rZkx@w7X}R}PnE*?1qj^Q^kN|D>!toTuz=wc98{&Zp`W
zkh>c0(6WL54hC}rfQIdr$BV7uOQr^HH}0Tbht%>xuM7C6R+L)DSDeyo!FpPB6W%L$
zCsp&4bZm={dkM1))UF4v0u=@)4?BiVtt}|Esc(Xe+BPNl9`fMaWp@=87@!0MWx?T&
z#NXJ#Bm9&cFn@R^t(A7O^PPIW-o_sMPAoLP{0VM$#sNnFH3Qpm(sXK8Je6<#B$A@n
zuZi}2Z2#TKlQNXbHbbc~ZwErDsc)-LY8oDCp;Wy128UALYvlq-+`2(y`^fOZ3Z#mB
zXi6SQk2d!8GmH;8#?gW(><sJ<7xmsr>?y@<VkizP1=}Bm;&_W`rElbYrB)A}5sTXB
zsOSa%sY^?Zc9O1Xr}c+s^W%}er<t#!G3G-VMveSXhEV_@LBIlEOG<rlY6LBrfcfX5
z&Eb)TeQ5XHgZT~dxOmhv(pUBV$%q>`LTS(ftz@<0KBIGa5+P&z)Ou96CBC!Lfn4r_
zyuD@s^=sv;V!WY{2XrLwrvS1p#pO*6r!lP|>T3>eu9M3l+Tu2-rtcK@Yn>~@iHSMQ
zDZMR_1rFpTCz1n-o$b&SmZoLn5bZ?JvQfTf{=(ID2=PQa+T7k(ACVUx>Q1<rc%Vif
z1Ci8RR6Xj7+eZt$SBy5ktfSpPn!h$}tXM1?r`$zsqrkC@M2Ql^49%?i(ADuiJ_^Hy
z{xf`9N!oY~T}_|P=+m%<CS=9Z8DyoH`m5@QTPbme-lQBzd<~9rL>wIDbi3G7EU`V0
zQT#+{@cf4V#rqmym5sSrWiz=V(Yk*h>gs6uX-ML84F)zQYkLVA-5Nm#*4%>ig5|b=
zUbGi1tA`2R54!s5dQQm~V4=-?0dgVC7t3qGAgrvpfOx^=v@xv|Eh#ar7&YqQ3&%Pe
z%Zzn46Dcx&1j$^I)=$nUP8|}U6s)=hzX}U(fma!ieI)C$&quNu_mZFS7$__~+uB_l
z-OD$`X!o)756SCPx-6sh$M!K$3v?#>7-;0jvhfc4ST<h#R$YJ?HwF9hc@Q-CV|%+D
z$lQ1%3BOjos5J_D1}JepSSN}}DWQVwjPXS&=6S@!)@W$C1E1=|TLYH^O5)daKJT!C
z#5H;7lItMubQ0Oj%JhfLeXWQEIuWgHym83^`qBb%D}z3{l{LjTMJwyKS&OZC_%kCD
z1ET7uWYzq<H4simlV>TKtZg`7`IOoHaJVpS(6mx&I;-0$^2|!_B7P>PCI~Q9R}q7z
zHK28aVNRXI=X%7{{*+naTt#b#_$nCFPsxB`ik-%H1%g(e;>J#UfP6!J70_@5Qga56
ziU-QuJOYxk0PYdq8ipR>xl=NY*R};gqH;JAfQQpZ!yzxOA_|7%B0n9@N=6x2$!$)V
zK{*GMvqmDI{7jYQjQF9h88PrCyskPGJ~l0kQbyr*&|$E8K0IZ{BA$In6E%J`Lisz8
zANK*<fgGU*fT1*c41%@W4CF=Mrb~SCh=X6qA*MwP&;x>VK~TNoZ)7RqLUKFq^z>@0
z9p9jIZ1>0-9!W48Tnd(zR?pLmBA-!iIyoJEbKLQ)GBh(SC~WC^+O!+4hCVB&m7%p=
z{UM$y;@4eJiTH&a(gA{5tRk3<k6Amd75(*}KN71q;$!>iwnt8zw!_QLQy%rjpvD-O
zWdkPG12A@G4uZc4z8biE)dXsmgG<WO5S=`8+B6!r@;wuMWifTY+@m%wXVzeDm95i4
zsm4j1kHYSrfV3JM`}u5e4qUHJ@;!)5Yz+U|2Iou-smn!3IoVgw^P?;GI|tVqdQ{Gr
z4XFYhOBa>yML%sxeEJ>C_zbCxo~fMpTyI0A#e*6}tsQlq{!!7oVp#Ts>AnYzUg{k^
zw0Bs7&p3vf&U+n=b#w|0ysQ01anwIESmo>nPRC;mvwQ}|oR8<zRiD3$2Isz;RgMA_
zC;v=vXV|&Z99(OBvrS2iSwR=AM7)Q3JTV(k%<=_mCC33Z2M9*Kf_|()`BXmF-;9?K
zk!(6Ot*9KPVuTS)e$OOxLxg2>!yI$k^e8-sQIsOLNUt1egy1#;kqe633&))^=KDGs
z_n)!%hWFuKw?Ln2j`N#qq*$GV$oLVXkpog6{!85dTjz|~Hh7?)tZ_!^91dF{QA1k#
zGm6b){^1Vn5EraD-Lghwr)g{+f-$;ai7&=@%0Ye7Ni{19TT?9^zOGTF&tYuDGK{wO
zIk0;yEY}hgYp*41GUiw7H8gY^Mw#6B<oIB@uM_Rvh6ZW7rTm&pO&L`_k!`pl?b#7%
z!^tark6=0x5A;S`hT?P4mLl;3)#r&SGI}dOf(GE)$*VQJ5t%bGm{7Fw;vGCwi^e=a
z#kIkfOzg6OY$Z*6rkyt3q_Of)R=e`7S(scU@=lG<sjz3Xo!*3Yu7=Bch56dx@1;*n
zGq)VzmkM-N193kOP;1(qj#mDeUC=X9&{O!SV+tnpQ&|}gP}AMM1lji3p@P>+n{@Gr
z&mDUt?l{PnQ)=<4ydv1*2IOoe=Up1RA{&UOD%jB^wkm3@l6bTxF<&_XiDPNx%&A4G
zpgPnr!WBO>7|%5aMcZr6J_VDbUWyy)Of|{8GHa*RwWeQiGpMO1ttK-u@nm;c#=8oM
z9V#X=5G63O1bx5GR~lJGOr+NN;^4cfrh_2q?c<gr-_Xc1Rf`g~1f8BST~1pf!H63k
z2jAWBW-VaH^4Mbm$6e_&&2h8wAkg6=)HWXc%<jF*ekL6+q-O0yIRWkOxr@k2_7t8t
z5d{RMmHMPx3wJo!h!nsgT3ebny}aCWG)YL4K&1vFn&VqhCh$vIYYH1jo_BrLbqHL+
zy|yA$S*4ZaX;l({upvWib%@ypA;La$y0#}&F_wNN7aPZYCX11b0*iskCvV8bMjW<4
z9{3j!qMejN=ATt7jK+HoA>TEHtRSb+crSd_kCH2>y-`1F!v3g)1yE)$@h?V_<?Szt
zxoD|%t@vLHvYA`MDEB!xd!sZK0Y#t73{KLK-!i2dt$rDSO2p^(stf;IR$VdtS{YpM
zPFka@;>PJ*aa|*1Lt>SdDG$)59T2digWb-_j=Y*N&X}Qy(}IXtG$fXEZRZpi@=hQp
zJCGBdNZ!7+0jS53u--u|9F|g@qI;)=QvKVwjEo#auPaeoZZ}RUao@Wqya?Uc1MR-+
zfFE<hq21BOp9=X~5Hg_Ch~d!b+@28kmV<c1NfaymM$Ipz)2~LE7hu_(OP4J`9KYe3
zIyw$&t$YA(w5s@y-YHk2W9QK+Yc|01JMCZh)iwGna6cOu0nT(BQMZwLI!HVuT=WKp
zgiF4Vr_^l%a+~CepMJ<!9*5Lz$hi)rbr;7DCERwKaKxK}7&_zWlp^%ZTPQXXV+R*|
ztAlLrdN9r@GAbZgpUFpjV?CePQKwB5JHW4%=O|E~<X!dmG37~GN6Go)JsmUPNxW&b
zj2dU<>_&cr)oQU27rI=L?l@HIcdFnTFtu5SCpvT9_Ek2zBXkgZ&ye-|3M#*_8-`H4
zg*j>BjA)8^A}5l3??3~c#pn9WMu)RzFUE_euddIiVx%bARE@?9u^I3A>QMS|UnS2Z
z25G)%f_R|1_;L8XawR;Fe)*r2K$@oY3cXH4^OOM4opG0)5Kp6KyHmNvf1pq&G!!2-
z3zRv6PJe(U=y&YUyn90RM*oMx|N8&pL#gmX^yh{4cU*UW2e;H3=VWE!j=MhsmBnoU
zI*6e$<!6LaiBqVoD&lip8x?8nFX*`nYsD1zSSq$mHc5eT>zxUfvAh7UeKL^gu(utY
z;0m_(^ejF{@sDBJ%);6fy(no$QR?>zgq~+-&#~C_`;TIl;B=W{2J9{q*BMAH@iY(Y
zT7(SPn!tv{(>evs>>JuHHp2`_<w-NJ!1)w*_`H9P8;wYHB@)OS=XYt1<?VCklnzf-
z#(m+dWn4Q)kvA|{=hE>0q*iq1EY9*|tU!M@{ZHtB^v`L<aIG!Ap*NPR=gh_;EYMSi
zJpUrNiKIx6KLIlE&a)XSF?}Ph;KFqSc<u<Vk#y7JR}CfXyxC9y)T|GQofzH8j&4Is
zFF?!fUC~Iq>4p|Yhjjx6VkS$;8i(z7kTsTavr%A9&W#+LE&?O#rW@5XJFFNm`dNkM
zO=e6^+&e?1j=_AF3mF+V-N>fhVF`iB#}!#BIRB}fHZo}pX1iRd$hWCeg*(Q^@@0iE
zz1S|EV#Z|{vpTiFHj(?aufBm5Pj;Yp0<Yrxy<redDDlS`Md;&iFq-?vdY@)vw{Z+b
z4FuRPHIOKyE;h1?>(yJaLM+sxf6-Pr7OC~6Js7Kwg;z0w5e<g&pzJb+ekrej4<IS_
zE|P0l%=IN^hH)Jl102jmi^*LR<mHBTS?Ht-rVOQOax;p{mdfj!J#NV<`2N?|_MljQ
zS_G~62}_0BzLcHR=D#roAJgU8GGe7T_*R<@Uz$zMTKs+6`kmZNXB>6>@GYFK!$!Jt
zL(SFS<>8@fBi;INioW4%QE3C7Xp6s(iZAfu@A)rf#104#Jl?PrXs!MJsY{V})7Q@U
z%^}4tr7ZwhTPO|#bD&o-1Q<0|TbqdXr*$@(T#!0R#nu`*P-%F<u9SKgETxErvnIca
z!0H0qoYC(B&76wOKB@KnSnlgOvlg}g4bjp=7wp#26JHEinwV!#Dd&$e7Ang80HqHx
zr6D!>0}=FG2W1vZ7ms9bkrn;C`EKR|{$ykO1?vAd0%(PaNQ5v2J!dwcUblhS>cDK0
z7$fC^R1}0`v+6FeDw{U1?cMy#SKGL%q`a)~o1gVp_Yay`lREqc`UMC5oLf<gUz7?9
zyC@Zg#R)8ukDA$>>i&T_-Xa(63NtQpbHc`{prW=>oR*4%EqjWSK5=G<EO0Xitcipf
zcU6HQ;ynwDtWYy&mQagMGcVHBQaF30-X@Ap8AXsnYPSdVH^uRy$M8i*H9v>1?ZJYe
zUi8!={ub0}Aw(Wt-XCfB9HcBI@>&#Fxf8DI_mu*U>k0s^xAC@van#AccEbMjWr)9)
z@w)>3!l22-62+#^tU&*SLZX`v+Rqk^n-|LJP$I{Si)Z>PB70M0Lw^^e!6jMWRS&?l
zBR0)^kY>yRz3wG@eb>Sl?V9rpWeA<G?{6+gMQEr|)MUD3m8Tgc{0~y|2I#466P<~d
zq%-bwDM)*s6;i4vlvIW9p*|s1d0Jf3U*1^ikZO^|5oM<Dic(vdp;2!uJWM*hXJ!dC
zD{w@<<xTaL*lpNXo4RLa3>Aw+*$+D2vj38~2*>kvcO(5}k%5I3_^pC;Ix8CWClK{o
z6d+$o2rs;?j`hohH)`7ys^E|eNJr&x=bTZ-U(Tp@S+>Timu2mAE$dG(D&exG;N%Vu
z;$wTA7!Rr6_Ef*+gKhc6XVs)Z<)Opw4oa8HvMxH~hq@)tSD?8Hgfo38VewgIXjBEr
zILiS_ae|g5r6*y{nWBvs6m6@bNsnB~-<pQDh4t9BV6Atecxop+8>mkd>U040FzgM2
z)uP10)se<WQZQD1$M#C~hE_VOjonqGe-#N4J$6_NUBy+Hr5f5_8ZM=y3oi3F>QDc~
z_{$g#ugFNJ9vzGKClEJ=wJ!y<mQ-U_7+tG|)y&%Ba~Zv|l$$%dU^xiP4W&xPFohkg
zVR0-^RYqK+S>cpE3GvfF8}^NO4a+V81|zJ_=&t-M`cD44HaZE>1ONE@T5IBPT5b4;
z=dZ{fc<t@L5%w+OEsl)=8<D(IrAFh{b|r3Bz(=1@;=d!s2Puk@+Cu#NgjrGaaa|}R
z&yrk={tjO;&6}5ZBd+*kj6y}buF+si!#vk4hBnH@;YcAZpV#^ZKUD_K(P`0+{`wdR
zZW-VgySA70N0k)(v9>lscjO#P{byD+Dro3$f@Kzbq>mNL(3ZYXjfP{}tkT#owrw*m
zLBnyP48}DXg#zcjfC6{3Gvgghh?q#RIU^9}55qe7JPF2DCR5HM>-|kAuBAVOmUyuv
zb=Vw$vBxP`*y#>1Pi-X5omEaQz&|g+*vn*s?>6%f#?EaU={X1K*mM4|xD%aAjIB!M
z@2ea@w!ygUoG9wi(qG<#?MuNjz3(9L%FodrQ6(w&X%zO3WMZ$9$=tXS=|)(KiLKFn
zVgFJv^LLZUmJZut%RY3)9Fg#3{GB%NfvvAf_uAsBoXusEgadC(1#SJ6ji$IJFWAvG
zzUpF$V-;nzPC;zfhSu(ale~Tm5y%J!YUowzZ6C(3?Z#-NE95F2ncvYr(RkVcTHyql
zW@x;rKnHaYCKjqwUVDFe%6)xSBpaf!-@)DM<OZ9f@q>bYtHZg|XZUn%;HTkTL?`Hg
zUva{N&Cw|PmGq%ebY@zhLB<~QmZseH{yGG92%S1Ts~9cp25T=RzN9zJ66BeTrl~1c
z*r?IvE9!4#chQh}t1}hyi5@V~4t7vm2PoJ?jT9y4R1I2cNxFjW-RG}>i9DNh6HF-E
zD6Gn1qaxdX=idH`#&(E|F@r`Aw1E0ib0_DE15T}r;y*k@+sbd!T<4~*TnzRTB{Eiw
zOx5DvOm0^7D5kH!Hu8PjME*dEd;&jJ)@m8qUB&xX=N*Gj+FWaPN$P`9j^{5s?+*vh
zW?T)wmTj}%*IL`;-Y(-GbjcI@`zsi=zqU8f8d$FpgL_R*uJ~b!Hdv?e>@8eLJxY(B
z9ZE|F!c+%3kV#IY%>-5|_;L;IZ!UtFe`gh?UA1OorDY%3sSfsHi_MmR>atq`cmHjN
z_$wJl)ob3;UPDa|qAkZYn_Y<-55+6qaJ=FG4#}uZ>^2Sm2+nJ(yWkWJFJ%em7mzxP
zn#9d6N;{?i`LzRCprpR^wVV*ZE9_G9MEBtl{whZGZ)7`;rezBd3$cquINz9J_RWr<
z{UiNRp334Q83t*lTj85~3EoE`vCGs%V#EjJ`kV)4_t(QhYC%9(+OrIOe4O}4O_Jg*
zcG;n(esp;HY^1?X_J<fNzL5zCt#`4DE0{97s<Qzuwce{0Wzjc|R#**FpPZq^!s1v0
z200sZs`?ksE<-nt!LPk+;k07B$i*<WfuPzVhgy$~M@Mr}>E^scH~VH|6Xx>SAvEey
zkiT#xV*wlr(#cjUFZ!))kRjh%_JW&sGo$<)a~jjARkKx3a{ssXMtR@2vQcURb27#%
zKD3P7$Drd@irrjii{=S-EcqtE3}YSGMoz5F!pA9WvW`s^qXeO5dVY%kL1UDIJKV`-
zACmDc#gALl#iPTd*+I3{r>Bg6bhdY{&l9-q)#jSh9PfF``5v2NIjrPAq`wkDZgWan
zH9MS6r@#lk?%?jTxa?G5eRdN!hyTVO>J`80ui&9#ZvR<TC~-3mMWoDvVHG;wbNyS>
zs%?6Y`A)X^D%6zxax*8ldv@P>{V`4fH=LH9gxBS0wIYAfp0dBZc-qA%1DdjPu7|#g
z-rGiJcOH<sG);OOW}e^*#yt-<uubs`)GOu%zXI;DF-EaDC28(_^y_n6;WJG*Yadz)
zXg^R2cIg)n&Mm7ZuU=Dc%ME^;^zBerMaoNfJdCO?^cO?^V4+gGre2ZnM35VJhj3!P
ze`i-!uPFEqfe)gH;QGME1>BC=e^xtccNU8=m{oRRpEcQmDSe)w7_kIn|M2f+MHizz
zTLMAasb>+S#g?5@i@Gm`a}O0C=_@=Bd~ceKHJWR!KrJ*-#8(*%s!e|voueFLQ>JOY
zu(5cc#&rz<aRevhzo%P&BIL6K<R}sXww6P%(RSnrccjh6GnK^Y8kvJhkTG;z;TJn(
zMA0>2pLQp+RUc8jH#J`RO9-M0i_R%VNp<Fg(9=C&(Fg6&{q9hkMgOGmKWO;IA{l&K
z**WEC)iW?>c!FSY5!UIt?H`if1((YPtT|u}Y|VGt%_&R$R$<6illJUHqpkLX)=O}Z
zQqXk{f|S*8<yC*M_YjqSFl{1O&B)--xQ8?xx5B(`5L@^Tqo;$`{Ri3KbU|S?$AL>I
znKfTyiQ9`Xf6{eMMXH{G-e9f+Hp>YMR;_2d#J-?oxn<>dol~D$W+8~*>cDQYu<RzF
z0lQ*Z6H`ae30Jd~7;Op7Ue@1({BqoaD^ufHu#oq?@YEL^FFR+c*J^Ubf0X@s*pFIG
z#Vm)111gjnO;&BrDDtDdx(wuV5>fVDOTkv0&_;1v>Rj}bLyTq)P!lI8xc-et73~q7
z7U-Y2)S)!}MK$YTjB&hSr1K5j+_DsRt<J^FW*=j<gYk@$5o`j+QAK-8r?J&1O`H=&
z;j8B$VgDu=>l+UE0SnHCfVy%RLh&^?2S#%OCv0x3xBafa4axbGC8Tcihtb9@u!LV6
zZ@Y=318Sz&vV`i_q!*8-`1b=|JZ~)KzR)#PCg2()M8`+EE2|(LNWY6i17}XiRW8d4
z5*4$L#q_s^KMx>_((V^9F6?FJ_HgCejAGF>d63!?7oIW+2dQmB&US@y{lBc_dr^Ev
z&G!`!fxAU<ixSTTY_sDwyW(u7@Pz_@s)6MsgHUGd%h)C)27@>~Z4>rmi*A&=CKvor
zT@GUqqm$J;{WXnJKhd&;tS;DzYL4G1(4(W;_WH}wwU1y0MSrrl-;ke7E3j#{?N8Dv
zw9=ux1}H0TFD8v5M$QeTOQ&GX%^l>}pQLAK1dir<jS1K;n}zi`9m`9C0c>L<*#R5n
zgxQpxt;EgHxtMxuEQ(*AVs6e+L+>>Xc$x+0b_bo<RULW2|CsTSdc_C&E8r*^Q_2p+
z#!0V3!zUc{ckZd-KNRm*oyVbTVbQtu=;#AbF86DN4(N3y^0i>)dTP*~FVQi?{Hz%Q
z=SKvw3CF=km7nc4Q1NG3QyMH-xkxt5*uFYebeH~Ob1QHFZ1i?e6aJ5{>kf$Gc-!0|
zAS&I09mGPBX2lBF!G;<&c8p?K8y2i6s4;RDz{c#EsHjn+v0#iP#)7eTjfon2G{zWX
zFR?`Zp7-6oy}g6q_s=ssGw(bzJLR3avsPBlRpf(xuJZD0{R$~wYPV)mqWMA}4X?ra
zMW+-K5BDQ~XBLPj9bZV<>oLPNg(*+Z#FYU|#l@8a*i7A2fN6u0V#7Mo>Asy3Gu%=L
zuj>hU@f152B?PnfiA+)Fy;llQUn)Rt+uHDb^zZjkaK#?#3XT^SnBVhAPJq$np?$#>
zdB_E)OE4)k18&hHuKIc|tg|E->l9#!EWlt_@`DwwfqE{kP~2Miy*=Bc6csTipal9C
z;P0#O8`u4#XfYI)eI-CfbPyXlrBqTYL9P<xGJT9zUAATO(lX+~DMYrkKx6_}l&Uqs
zE_Y8ToJaMXR#mqDOisA*PyxCFYTEZbv{7J&e-*M9dNQj516djI<Q%pXo)%zyRFKg&
zyNy*JDg7^gaP`EpM8@@&X*DHA-wr%c*U5B~it^;D&VZ0=Zg$8N`yB670=tumDJhm8
zkoQp|#Z?trq`U#1a4Dy<5WiyT*4-MPZZYeVNB<+kjk8rs{QO&^L`#l0Ot%v05<ZPw
z)r3z$P<?;#{UgzT<Puyip%LK{U2GR#%JCBue#1gNF2pD#FTO3D(k{P$SJR2VeQWf5
z?ji9~jwcTPVJ?LKeiuT2*_NKO8rfl=)vV!e{EMxXrq?keDkl~=ie}h8JYW>M#Sr97
zxbVD@Qyym=$;bX^gx6y&pS7VH_6wOS){cv7OWqYs6i?@-lv36Xn_5|Qncj$8n;D~U
zC8(O;+SWYw44HhS9XVHXzr869aECE=mxmR~JEQ=w*PWcv*gRy)FYPF;>CHct;v|+I
zPw^DP|G=n7E|h#p0dk&n&b^DwJE_EQ%q|9AnByEl4DQ18C&+Qbt|gy!Ir38ha{lo2
zn|r7RuNCr_w&XkkwQxI$ir3I(cddedvpp*`g2x3S(1yu|YGP{%)Qu|QsgF=cq2a4B
zD^LF`r@ZL!AjM5tqo_>&`r&s4a!}ijt}O9&&R|@Z!JHj+ocZ)?&xpM#WyHqk=u~g~
zgWPCm&ly)ZC$BAs51r?2NK=SY^~AJ&hPqKh+<gQU_`HO`t_N<>;o}So+;9kocieSJ
zv{Tafy*p*VdL1V(OK@V7-N(C#w@-4sL{SfwSXXeX3r{cihB)*~v=?=>JP7Bc=J||Q
z7gH{fzjD*~f1ZUT)_SDF`Kh9#9mN4(OG)uIA2Z(eM`dv!FNG|`rw}r(vwV=Fwn`SE
zBYW~H=TrQtk|=cV7)%ZY%h^t$B|cUDSy@=pV%{KWJ?(kBTX}Kma(`Fkl@}T6`CZ*^
zIj8#3TkJoXp9=r0i}3-rmH|9rim5-|LzMgmcg-&1Sae-Q_ESxTafeR_EsO`%m&aKT
zjR?P7!+*m*8y_Oh#g4BiKGa10+{<jbyucr2w7l2}5><blKbhH4_<qa@F+Ne5aU`S=
zX3vgb=G|hP5V6f=91barnOc*v;xnb-%L%Vwz53>Dgb1Uk2gOc4_DixQ$+ekLmr%P6
z?s%2BwH-0*Mr5kH_%Ct1my%-KVO~fSu?3>A*4GJOr_XY26U{>^&gZ-#SW)IfNTUno
z9$A3fT7AD(Q@+xUorlJWpN%gs&W;(co<&+-DEpThJNKceCzd|ce;{@wl`|VS^v-8?
z_%nrbZx=Pt-H_E`_7pEVGwmg^s^^ptam7VN<Kt(_5vAYWEvkxp=kVtG3$yM&)9PZU
z5~82c>$!5n`T6>4sUnz{;1er;=JBP(=Wc>-I45uWqAg0UXekSE`}K3}SP9qgCRyXl
ziv8}w+1T{Ca@V;HKQDoJn#b1@8$8gJMp@}~t)}jCEu~uDY#j1jsfI}$BqwriX~7BR
zmXo-9X&a?;{>;j#YdQUt1Shl=lweE4(YiU~5|w<R9r@W#XqF(aC&GUkk8Z<9c;mv1
z!m?yup)pvi%ui|z`|V;#2*9xej=}G;rOM#1DurY^{^UcMPVXT6n~SKN)eHHdnbFDm
zN@!xkjPKOAUfab54I3u%zZmZ-R`?2kF`zm0I2}jTWfW?VrDQo0<wF`&9jcy&Ke<jR
zmy^Zi&gT<y__&M@?|X^MFUI3Du)+9Zrr`^vBF3znuYP7$Uo2>XdSrKrPMsIFpPBho
z5EYEQ@&6+F%&Z3msU?!v&sRS)i}0NgF5D`j2)dD%eoLjx3$4cR#%k7WAImWR3zcrB
zl@7xfEP3NcHsV<&u%$DbE)%AbgWBgzMsSOsU9h;LSC>wUXDyz-c<N&1yva6|J<rOn
zEJ2;~6D_b;Md{QrZ}|V1Ke1uHg~ODzVP(w()?K%%fES+$*z)2-r~j2=QM}{?S9Ox<
zCbqUjM^{X2O;FoBN(h_cv<rp=M+*PW_|D9Qz3pp85pq>~M_s094HWZlCa-Ttj!pd}
zL!Ck?BMYZwJ#xR%gi_+%c;P1Q1q)BZV1<039eGTU7>^%d((Bl#7rR=8rI*PM28%lQ
z;-1sHz>X5vis90omJ_;)cOlSFnT3+iEu4J%ZuG?OCx~#v0fl^@9XT#+Ve%H@+{1|_
zM9?HuKkRoEl6>rP6_$J+ILA#El?|A}QCVUo%%&{y2_?r+SHvVuC?SF;;T^C^QAiBf
z?J6t=?(@sPQre)ei0vZq>n*A!ymEjxh>y93PbelPuLg4|@-Oi9nYUQbQ#3bNTaHx?
zwo!>&>WKNQae5um0biCDMi*_N<E|1-eY%8?`nbaL336x=)=rU{TXA8oF7sVYPwR=X
z#zn6bb+o32T-A_GZ2Eq2{wqxh{eE#lf=JGq;LZm^joa14;s^1R3oV0WKCj!-u*I5A
zUAMLIm8OLF<Mzo7g@^Gb;-;TuS{Z1cB4_o4Dxzm2bg;i!sdRecA|<k!@d6THKS?!~
z_*W?#S8)J0S#U?lDZ_*h$2wL|sH${?&g^a9DlmHQYfH@K-9Y86XUEBBwi7l_s36X?
zLvhzGloNw^J5FnP5BgX6DW+{wX(^4fVDF9z>M$v>Q0hJ!HJ3edm`i#+m!Z-(q4?Ns
zj^f52mc8~-ZcyaDDcL-yo^k8HN)@<KaxUE^isVG;vin;xy1(En9@N_t`1F>0jfq%6
zU%JrQc;R1hpeDwW+FO9eOW<&DfJmO=ffbWhA^^AOk+*$@pCD?!K7s4R{%t9)BD*z)
zNALd?E62>U=S-|<;p}*Ig14B^22})+7ef4kT$>r6qT~uxk>J-#6{#Vnk3{q2&-5wD
zIcFDPurbBMPk>#mCsj#C-$(hAgWCJ)*two`SBXEdC+?0T4;Er?@$t~oVoHtaWY6BA
zaCU2r`TRBiH`6Wx<tRGGu;t~1%E~eSY4+q(Y{|LKoInQAEv?8c^~Bq^s0%cj`9^W$
z8Z)MZ?uRY?I*E41vlu<m?X$&w7OG>IQwqD?80PqE?YuuPd+jbi(MvsZ@>I>ON4l2*
zowxGUJipA7u!$bxY8P|^*vmpW=+wzyuQheTR}p;NR?70DweoK)>iK*s6cck|I`%2_
zF&uQ?Q(PZwnTC5HNP&9NM&)Tq!BieTgm)`!Vl73D;M}bZWBKugFmkWNU!<g{jAL|+
z+$CAw)>pVSn&`^kr{Lp2ja%0kagI3EQvY<Rw$AKUsd22(;;5?BJ!B?sv28!GsOU3f
zzL(*vLg~$g(|h$1iN>=kGY<c1`GI_GCKCFJ()j6^mRw%lIi9M^3a)D?GOk&7h1Xc2
zexAq!j<@|p6+=<6au!;w(_3Y;gG-G&RZHGDi6@Doy3zR7e#hhE8*5cSI`KnPW(v1q
z!a+nW8=S<g&qRo^W&x(4x5}nh^|uA91Ad3fw7vDTxc)~^o4;&gDdDkr18#K1QmC;<
zfe5-4jDR!;eu&E4COtRK^J5$y21ce0pE<FZ=sOs+UlgF7S&&v!8TdmgbMMe|<H{(z
zbXQ@eVcb@LJ5S-p$4LF>S#$()oJ!Jo_qDR0fL6{WdqmLzJR{$nul>eModJ~ynB*z`
zUW(r)6nUp;kM;+Jsyz(iX%?!ro%Z<fRvUcq`&><)WH}U9{T(&(dZm^aEe9$OYRB9I
zh^&@KJT7p7??}-Jf1ZPbUVBu0r&SrdjwgY6V-4+f9N5*26`hlX4?f!=B3*NAO%7^z
z&;mhqlOe$)oT=}WdmF4N0^29}OvjFBT;W981j4vMP1rgTR9`NyChk*87>76f+MaJ^
z;e6cQHm8V4<0X~v7abp8$C&u@!~}6;JO(u9?McrRPHG+47ZC=tQjA^(gV>r2wTUvu
zr=9^wD2SWsM)n`<+20k;ZXMJ|>e$0{>~zYQ*lUYXr?KbGqxul?FEI8FB-et)#ci;!
zj=h(TotLeWf1X%L%yXKgj_f}zl)Y==?AE3@R~JQwE()ya;qEPpBD~Zjb;viX&?shD
zqrhg5L12zkkql+(iM=GQjx_Mc$5Cjo&5ZBRqUoExf8*y?5`GQl^8c>+gM8~E8Cqt5
za^n|%-)R=DvA55cd0bFpvul;-{<F5qn)ub`slZ8P#fq82nQoEQivK0QADALP7ZSEU
zwBpcp;*bB+nxR(FvDvX;JzlG_SczZ8(*PbExYh$36vHM}7PrnUEiK&ZP4ZDX;0i2d
zKddZEu4<N)7Qb)A$DoJtS0>W59ToO=dUo7AqG#XKbW(BFv^ai5X|QK+RVcf)lv9-`
zCh4Py3BXT~tuOGQ`y_W|ls3N5D8^c&FqVF=9`?caGc+*6-}tBw^W+Xi!EU(uS#>Ke
z(rzrUUc~G1)tnZh()+nZ4M!<e%7kdtL(9*Y4skrX5;^c*D_h=GyqqcgaGxxf$e-E^
z2{2$DP2Y*d44V`vZe~GS+_Aoij_}s|f<<ifLEZcp7hil(`g&&boPnWV`l3luqVIWp
z5y%~=+Xwr;zSsw)hj#g(>00aXDhA@Ua0pdTiz^JRv^e)RbCNQ=GBzy0UB3`+`iCa(
z$&5gRSa&l@dUD*3$>c4S&U0`9%7Io&9s(gZxV)}YUNti!x7oUntc^uZlrk;H-F9l1
zd0iF(#$6wj-g0UKxvFtHGwOdb^c`-C)c^9c&xT2*l!@6DHO-gQG=soP@b+1HcUO0j
zy$=2HoFUm>#$O5~{QL*4*tmlnzI~EqnG8!^hmdyM=)mX7n3OjVnKbVZNJ}mgC5;~n
zkiJuM<F&Q$m^^y9@GxMxi)h3CAKH)=pbhzGUnc@TDs@6fYt<%w71~~U+ATHl{atc*
z*GdAZ#YGS_R{OL7ZP$XdtU<84MG4K&Gh$P=w{cbhiWvndtZHHx^N58PL@i#X;Ec>Y
zfEg}lWX#P;6_slBT>;)LR$i`FC@rc-#xoz3FRoA}*uDitK)U~VdHp{VGO#U@zHCm2
z!BLDpud0Om6)^L6z=<83ng4r%Z8of0tGxyW4;{tLN0Tfkj;m4lX2vQG0=p%x1UNA5
z$3MwM_Isqg_Xf<{Dx+Jo8F^K35G#wxyf)5dzx<6>u{tVr?eugXz7;K@hKWQs>S{#^
zZDwrlAV$9sl}NWUSECOaSE|A_$&Ra*2-}Qd+<1G!v4s<M+=7a^UZGlBfU0I5s8-uk
z<rYrWek-UhDpVKjs3JwscUZ|dXHRvy0F|{~I|{E~Eh8;t>1B+xIRBg8#*PW{zmkaY
znyjc%{4mEZ|K1iL=9(R$;|$etV%MvkA($Kr45(^|PB+z_R$m;}THZ(D%q|H{dGdy}
zws{Hc4hM+b_vi@w?Glx6ny4`TPi*<Oz80}YRH5mu<yd1`2VwA(8;QhULS3MZxW>Ol
zTcH|%ZjA1Rf}6uo<2`R-t`V_(PARNxAnRI-vr}<ZfnVg3k{pGu%UWfiDq3H+ok)Kp
zL<edKrv8lZ5C_y%%L5|+S2UMA<NPkAW$g;3gV~lVlrCoT6-wnU!9{n4(i#%r?{jYu
zV`Fjd!eSQ;pZO*C8MHdC-J)dpPnVS7{h|@RpQU2ZCFK=62)=C#6r68(FQPQ8Airp_
zppI-eAoM#R;*52SVrzgL!2>U><kFpPk>dOVn?>O;qrk12+=#jN-PmSwS#?#X8waOf
z;Y`1c>cV%sZ4v!nVf>cRa&kSf4pTl1=-{cJkF_^yT7i{J#~Sl|jOi-XR2!=48Tff;
zL^`OJ92UNY$xNkt^9h_-<;}+#wajDM?E9eIq|$CEl(xPY`5V3+-;L775lTv?j{EDv
zxp@I<WYT2I0@M{XhD$avB<{l~GxxWpjl?hb(HE|hwj;+q*U06<68@Rd#gPgn)=)%v
zKF9EUi?HTGlPmbT;rRHuUPjXAKZ_2!^r9Omj1r4QNya)VWu%32<s4*e@|C4c#iS~-
zmoZFX)3u8bM-h7h?N67hP#Yb^e^ciA8vCnseJym#pgMhWjA(cc{cEoRbe|Ta<0Zn6
zhv)g?Rrr19TG;x(%vMYN%>2o&qVLb3%qT!P%Sy>L9@UC#d_3g?#ulnIgshFlyxR6x
z8=?WAh`yZc$CDxBZ=4FHDGcVOV7$mN=!ahyuxX&S1s*ZSUle}EcWU}yE9oCB4s2h7
z^j{VAaYj*i8($Vk`ZGtZ1)z93i}=gJ$5;(xEh_dZqSJpU_Q68Q)T^SA$i24INwoV7
z6{#|L7EsI;g#SC#rtI_cilf$8x=Aki&MIq1d)7`k^i>#FT%lZ+!oqz^Dq*UH@Tosd
z*RCS|zDH16SEtSOGE6Fzdb|xa7aDScHQ!@LMZJ4=^~N59>UfSFn~FBSSnq(#$(_^O
zc!JZwWhI_mT%s;39c6l59X?b<D=j|XkhXt{kI4ERI}ZP-FL9q=f;g}ey&7A;F&`%f
zi;=f6n88PqmYmj6-YKG$94nb?eWzFkNTo$=ak&}&1IsAmN8dzwD_Nlo5fw|xzVu%#
zqg<fyuoLYr<KVZGR&dN5{&cdNNGL5k<M$X$98)N9gEAm)QYbNYq3wvNM&Pd)OgBPD
zryK?P3)|^Zp-k9vwqw%j1OA7>bW3$~bXPUyWF7GpKF+~{MPaXvJ!h4ZD*`f>TkkEU
zj_{?WC_i>Ppt$kw#Pc@xD;xL;F?aZtMEc4(PU1@LoRZk)MWU4T1T5!Kw}$VNi^}@F
z&f88}<=`!@T|QIFh~<w^If^+e4bercbdy^f#)yc=VldhjY)awj>Vv^qUmrS%DNnHc
zP)8+*v=HEOOK98BDYZot|0&)g^C@yA%*v-z;vwX!u2}^-Yc+y9-c8TI-CyPIYvIQK
z!By_f&qY<-*smp1NBe2vw5%aARmQm%M((?i+D78mOC&U-P{vt>Givq1_@hd@%R*}?
zE60jk6{eIF5m8f$DSBdiq1@kDx$!&k$O>px_;o@BSzYA8Y!yYRY<Z#-xr*RcD01T}
zQgNwnIOtxxowat9M{(r^C>29^e3@0%=;%V-oL<E{xM=l)bN$gfoG=KaV9kuxT$ITV
zf?{|{7tnb2ol;NKx-`ezSjB}qWL@2;j0&XAe(ZHcXN9k$o{w)`0bf(m1Gh{V+ZEu8
z<Fv*aTfs-23E63iG=(;`FxvXUV32){lM2w{SS|PTI$G8f8x^wkdNRHR3u&w`0vzSC
z#<c~=Ru?4GssuLpITtVL8F_l{=_GeDUMN6zP9Zb25}m4{4xsO=rq%&t1s7|7fvK$K
zf$0x7Al{Yu^66sh;@F3kbJ`lK7Nw@GbR5z6SGID0sDDxWN>Hh&RtY%yO<m<O##S6S
z*4VtLQVT$!?q5dS#l5w&9;2_1DQaH}nqaR>tp(iNl2sP`-HRvE%!1W5EV13iMY}v4
zlM1j5<|M`%28#YQWnSRavemduWn5}y#E-l0;<Aj!?s7S!C_uJYAu|p{K$>GAiQEY{
zEUM12US_#qi;msOvs+V9^^k5?c+_}{%DwI>S2F&^2~cwNmaFAIes>Gx>TPST+V#i9
zTv_EBUGOg>T3rAOj$u(Za&DV@b&>G*6x?{`BYPW*xZ3Bh!Bxv&t(B?MlR7GEq@ERj
z-LtZ~i(7xv_rlcR!U|A_xN^%t>tE1F$#mQHX2c<B8nPMt{yz~=2W{+Cfcw(|+=?<*
z8RzO5=|_Z0M&#bZf_P$CjMy^@FwQE#XsseYs<gZGw93VXYW|ktzS_9G0PS}QtuYW3
zR9TSUTrobVm4!!aC|P#Asn(X5{d25$23k7kaw4x<Dvo@tMhERIrZ>bWslz!`B>LG1
z<^cXJZTe@2Vp<bKu6Gc_E6deT5(vgShhF$x0wI(&ZqV>g1u^RIliP{qjnPrtT`pR=
zm{v_#yWu~g8dFC*ro?L4z)HT4$y?+5XjIfBF<7S9>~{w+SVpRqX<Vyfnp)N}9-m2A
zqe-=k2LHa{Xj)jt%!S2(F|$4fDgr3N^w!Xa81<7E4V9n*$;tTMm0EC9kugk}u=6TH
z=v1Y(mJ=~GQvF3j_j%6vj|%7iM_fv*<Ua<_w)ua^F8_ywrdASRhq9cpCt-c3`_^{?
z7dGZ7>pTNfYl{44sinoYI46dYwDw}U-tmrYff!2{S4LevqJJl~Scx&`49?qG2rDaP
z;mIQQW#LAyYFQL3Ua%~T&D9uUY-13-uWyN>j7aQ=N=maB;Ss0SBi%@<p=~T&9(R=T
zz|d7Ik3)(RMy}+<!;%p@=T{QRfsxqFX*1VFTsbyRwPtr&QcdR(HylefR=K8=Y=Vs(
zj`6S6cUp{%HTx#cZdrYeZEUC>b+EB+EM_B|TywELY<PqX^NP5+-Gs4$joXV+nfee<
z5^VS$)RVi3`n3ROlNada(!1NRjO}dmf+K2W>xCcI2SI#!o1}dV$4`i?Zy8<Ber>Da
z);Xd0ugTLc7`_is#{VheX=fY#f{%7B{W7<b_akI1H8hl~V7{UT96eGlC+;+qYl!=O
z<OaG*us|&6h1Ql?LaSv=aj%hF6MvFZL-%fsHoB9e)dl^&@SyI_Go8i9UuFcT$CIyH
zSmsB|zM^<jITR<I=?!#LIO$wiDnJz^nnugcMh8qSEvtJ21ejW4cw|R{4P%vrwL5Z!
z6gkc#k(^RfCtuIDD)afVazkU3l~^P{&sJ4PUEx2-CW~vi*=BKk=a~U&*WBHf0smg=
zC1d>8T&`jGglTl|*@+z#CELNxHp^YoXZnc`TXE1Hvt`T6QkuNQ%NBA7j$TljbY$cH
zAF}r?<uKzid!7-Ek+ONM<Y2>6dop25#yN<W<{S)H{J5=u9jkmGz_ny^i_dE+N&ZzA
z)x2i&tKu&=b~$*~E(fQz{v2lq+M;Y<*oO5IE#l=c1HQ_#ecea86h5%#-O63_>f!SV
zxw^58yEWU81}|~8E$SM68aT`*+q}r3nNdf<@A6waxvsIHJ;mVmaw9{1dx|<51?Ll9
zjq~Z0E}#A=zSvsR`gFt&=olUM6JK?}j@n7d({(1p-EC{y+uE~&)ta`zmcd(ubdu}h
zEW6zc&Q(&E;ci>MmJgg&RVDh~o@jG#RE%St<v_z$d$!Gmvz_iD2N*Be^TdCGTK|hZ
z1%5b4Ic}ez4qfG7<6C<QPRegxk(7V!dGK9{%7bighM%Nxt`B7~rF{qV*UgvrbeAg_
zYk6puB4>zt$Fniq!+w@j)5A8`Uw<msF?O;E>n*<MAvZ8~C=j+SyTlsXc-Ut6S3Tt*
z<2XAGD2FiP=mH!g{|5&O%~?eBM)eVPM98Ob<KhBD3#>$3H}PVWOU57%WjNKS!0ySn
zA+tl&dU4ho2Q&mNHW^P9h~c<hR&j3=6E?eoa8E>Qeq_VJ{mz6$xrXsU0iwUuq~5j5
zH|{`OX3P%AIR|Cv<*5}Q(xmhupUI&{cTf8=EY2=C-Dk%)H^<~Ea#znTr@mz!8^-hP
z=J|-F1LT^<$O4RERz}WDygFy*5j8V=57O;V5BAIm6`PZg1;ecoh|s}vs~U$EU>@XY
zTi<s1WcaDcn`;}|OLQ5G#AOtqn58CehNo?{>pet{F>baec{xOGW&E}P$v6Ll#8;A=
z8_(O5d@spy#xn&-PFhJgoA7d+O#?iYI(PPtZVFX%JN{Va>ZKK`@cUbxI2oOxnr&CG
z9KAT3N*})O;t)jNX9Y^Ta5b=c8>Ltvi(rBJ7h(*wCG-{}6EOywI}#PIS^?H7?1EqA
zc-iJ$)+n^Iw)RYJ$!NxH3Xrt?A0()4mXX0odnz6oEE|nP4J*Jm<bUv?pL7=M#>iES
zIQ*my3y^8vB48{OD1LEimuVR8^C}o#kBbAD$i?B{Ma9uX$m8TPX(h4G+twhRC!>T^
zL$OUG!&z!iMiFV8Vw+2bi)13hD7legkUEl4Lh43_leC-+N2x9uMWk;P$7IFPpA4ha
zKry~lj529t7LnL+kfxB$K^meM(TcG^F#;8%jbivIMkU4ArWh3!BSSIL6{ERg^dX~&
zw3iG=X*C&6(muyDc0HxIP9~$6w1Nyb$%70RX#*L>B|%0-DM+z}k`W*UlTlR4CBsWf
zCBs!(LxzX6MDaUHhPzZ%F+L%~QSu?fS?b~FkVeU9N!B9L0WyqI9WtDxR%EzHTNTGy
zWH?H*6=NA0-clYJ9@0R?@iZC5q<AvwNShSD;$*l;BgiN!tt7)$nyA=Lz({LbN@_w@
zZ>a<sF47*wsH_+r$Z(drlTlo1N=8v>C>c)DVlo`15Hd<gwa9Rmc9P*Hts=ui>P<#*
zDTj<A(mXOsNTU?LIb@_cN$tq2E{!L{Um8Y+L26Bgr_@t1z9GY1nn6ZsX*wCM(o8bS
zN)5^Ik_M4cR60wBo3xe;7b%5|;!<@ooTdF_xJo<72#_X`;gKfIC(~bQK}JRCGct-w
z2gxWUMUqiYYDR{;lu3rG)Qb#*w3`eUX{us`kx^8NA;Uu&NrtPmos1IFMlxKaL^6D&
zI5LV#3l$@67n#MR@?<zlC&_S<eo~BlGCZV3ir;23oTbkdzs8E;t2mw`qk`0h45Rct
z8E#T-GF+v4WE7J=CBsqrnham*5E+v6MH-ndk{20nQa>`BB}p-=kWoS!O-3;(fea_<
zN5v>hhKsbG3|C1e!%^Cz*anl~By}ajSsJ4lH5J31j3Sb!VmqR?zrKp=cVytccf~lS
z7!wp@tYVZ?j3mX#QjA85QA#mND@M3tL@34?#W=1QUnxc`w?7AIxMFRq7}<)^Uoko>
z#yZ6aPz<wT99E10WH?FQWE7F26r+OT_=93wsu<N2qZ9k3%yS<%N>rUJ@5XiXHz&&-
zFii}bf<6qV02WlOT&)x}_CDz8j*c-nNXG$5XzF5Atbg}3YI@{V`l8W6@+BxoP=TNl
zAc>nCNsRSzbdXXA))1^CSWoaR!6t$&1X~HV5o{;eN$>-~j|6)O_7fZ+NIOV)nBXYE
zae|WsrwPsyoF}+I@GHS3g5L<P5?m*^N$@+t9fG?A_XzG2JRo>T@R;B!!E=I_KB%?Q
zzx4P9ki?CL-ZkSpX9sBx!8||`Hym<L{0UB<5ey_4L@<Ov0wi(EAhFNsS8!htWDv|D
zm`9LFkWH|VV6j_EU=BUX1WN%)+y;o{5S@lPLU4@W1i>kSGX&=dekS-Od*|k<@>oOK
zDU@Zlv}3Y^Ll%N7wp}*1-8Qy8Hnx2>wtO4gPd2tgHnt-c8)<-S>6pdJwi7nCQ#Q6U
zHnzD<4V>&xINW?2Tb7M&fsJjEW<w90EiKWkWD_>FN~rmiGt>oUOMW)CDmJ#NHn!?E
zwm=&jH7Vjm6H5arH7?Z(+rGt$Z6HUOZ)5w(#&*cYcErYZ%*J-Y#&$|)OUstd=&ae&
zIUC#0Hnv}EY!_{8mu+lUY;4zTY@{{lbxDh4r?LLftgJ|^Hqt0o8>tqnjZ_QSayXwz
z$5?HoY^*lYI#wI0AFC~m6p__R8p&!S)nv7ij<VWFSy^qQwX8N$UsfCGF{_Ofn$@;9
z&BjVP&gx0Z&T1p2XSI>`v)V`vT5Y5ctu|7ORvT$ZtL-f5GOLx8rqxE;(`q9%YPFF*
zwc1FrT5Y6Ztu|7%RvYPDs}0IGO=l%FZ1p64Y_*YMw%SNTTWzGOtv1rxRvRgAtBtg{
z)kf+(&1!vV<4FqM>PMR1Y9mcgHX1f%v&y&HNcUT9r2EOXh$X2Lu-d3M$V$^Zsb8>q
zQU_tRQBPsDQBOfO8dGI+mtnP0-(j^;Ct|fxZ(_Akx01Cu%|b&RjMbBR8mn!wjg7h<
zs~`12RvUFjRvUFjWTOFEHup+a8+A{xbyGd5qq2HZk7cz{*JZU)A7-^tXJ)niVzG(8
zXUXe~9ZHKuU&u?VjrDeQkX9DKe|*N_Y0+YJ4o`=MJ4h4Z)Ipl$EjrJZYvV8x**ahp
z*FieZ{;6;=NmGG+7E5W~V(o0XD$iSCJ&zZIQA07NDMow67^fI>6~m+$Zi>-SF}f+n
za>b~t7~d*JvSRovMgzt8QZabmN~uw-Qxs!}Vni#(0>ubaj5dnlrx=wKW1C`BRE!M8
zNLP&JiqS_g_A16|#n|WQ!>>()1*F1Zii1OcX|lMQAveV7=+Y)R4!?{_G|ANs8^mmr
z9F6^-qbAvG2onA0z=pH&bL5>k5#M939AU^6bLPr@45{L;xmZPBBPz|qP;`kHF%N!6
z#d5M$6%S#!Qzwt;j-q?+FZqbL`G}y0NS-hIcWKF9=%hcvSalIWP*=b>KoU=EX=s$x
z9Zq8bNj%9Vr`kQ>6iaZr7oc(<fT=G@v=V>JmqWs~s>F?x;S&!?;(-8?@hLj({yZaw
z<qcbwi6)uyXNEkHn<;m3r~VsWC9q1=Upg%eS;(Du(Kt)qm{#OE*mm6j47v&U@pnMf
zZNMjY0IqidI|<g^1N6EN*!KW%>K{P*BS8D7fT7O-`(6MxzXE*r8ZhV`C2^CQYNz*b
z@*$Y{0TAVY@%cXnW1551#}SX=PJo_80ZzpLKE(kcZh)zt033;SkXHKu?v<t?eQ}jE
z)fY~42;P<jtSArYQW4O-GN6P%$&OHE_Xoh~G{LE=fYH?fM*`D;Q-T4zLjWFO6k??s
z;_GlYeMgWV0XSC+aHBS$eLa9<1AtdUKw4u8HBk*UH5yKH3CuBo4$T0@7JwZs0WVtt
z;^Qa)EjsieoqIDLZVw6GwFTt02Y7b`{F(p|odL7D0IqZeyy*t$^C{p}55Ux3fMLA>
z`F#O5`vGnw0&+hCtQY|3k_1>dh@xzwrm@LTIJG56lO*8&;Q+T$fOg4%m16+6#scc3
z0Gf>lq)!06od_s91<+?2;Jb9d$LRpKnScYIQyeAKIEK%L(`15-48Zj{fVJ}gJu?C3
zERx+rvtFwFO%}qfEy3rD0Kef|a4Ay&)|vr5za-(xDzVdYIQbCxuK--k1<Y9m@LmmA
z3P_SVsIu+X!l@U*&~<<k>j8^40H$puvF?`m?{0$Ia{`YofVFvmsBM7N+W}j50H*8$
zoc<ATbq`?8J|bwU#uNP$oZ1r%JqW0D81VBEK$GKu9wz{9rzpTsH9-CuIGs5|_5bg)
zcwBxS(D?$1&{!0WwZlat8f%CuzY#WRH^I6~fclpKzY^qJ0W`h_SVwT?2Eg%mzz2fN
z+r(H)B^h@IPBRGR{Q(HRYjjAHs{M(_?SLd+v7*xW@*bSl6Xg5_sD2-Ch+zNUfQ}CU
z4+%Cu1iT?w@fc9-2_W(rF|AT#-24Jgdk9ir0T%xYxJeNF8u0K9z5l*<c)a)@!2dm9
zIKiTifNloNYo|H_zILL?EiIu@^7gvG=_J9CqJZJW0E<xVq+?i9kq&wQx?ovFdP?w*
z7a$cY5|)JkDX63)GIpLqmL|=HRa!!jjinsP59=yY9zhI-RMI&D8A}+FGx{cJ96?*u
zMCm<x!z5n7qa+;*fYU{S6X@lno<V@W2_^>v{vzmxqLe~I0jIGbBejnN%&LuUQ+i$-
z(7z5KsveQfQQtERJ+0K3;6p56Ef(LTA<apmohq>%osD#m;2e5YX<a;^YkR;LEY?U4
zT>#kxexCsH2x71nC2c0CfF56Zo`&^IX;Dvr53*PKsxP2eKfv!;q?1+-07RqCN~a0>
zNPvd~Q-=W_5cC)hh!_bthhc)0Fa}U71&~WH0c%!L&}6{<RKO4Px;4<POCP4wdyKcV
zKj&F+D@jm%KEO;6lnMBOATA5An4oGl;Cq597*t5v1cMg=Tyg-<1fU@XCek+qY0ChS
zxqzFfk5V5jg-Rz0R(%6#_AS7ewiy_|6|jpSYa1YT2cY~e!0aCZF9}ZVrS#&3scE)W
zv;Sj0eB2HInjHoFOz_z;z%zox<A5^+Yfb`Mo&j7r2k^NBSWQs-GG)lY%Yda<C;}7&
zSMjXta9T$2><(bY9{}&WfK>#Ze*&fvbo~o({BJ<qKY&%w0JWY2ej@1n0uc0yi1Efu
zT<Hy*Y7)$MDB>VhOfvvC5;QgfP7!?N2q;zrFp;36GvIMiz^Gz?Z{3Q3Z-&Zu)dNoV
z3AXwG(n<pAmjYZTm{}Uos0`p4f$R%tTo!PfAfsFn=pWzmcw9?RuL9r*!IFvq$4Y?F
z1a15Pe^sG)QEm7=zOM?Wp9tDi2RtG;UIS1+5U_?IH5gDKltRr^L;V#7r&k2wwE)X%
z6@mU4R|k*P>jTzB0g_?>F9`<30va|4+-nJ_+a7R`pi2k99fGkP0i6;6y9lax0xTv-
z=?b_;;PWZqa8F7`Lp2%S^oG+8g50zuVE7=weuA*UfPDlVh5)V;j2H@dM=)0c3>XGD
zPY^vEP<kZbSTfNMQt20sfzwKYs#5@MQvp8^)R+qRFb$A5odTStH6K!6=9zF?NATw?
zK*kpU-`Rj~2%<6oD+t_7fGGr>=K{W*4``oFRA^Sr6tW0T4G5m*0Qw2QX@alKfNo!r
zEEEIF`Y)&Q4+lzFs{oZ(1GW&X{Tfhm4PXXAk9C0E-vB~45J7d7;N7=ya@`0Rz8NrV
z3*a|`)_EkhUlnWc9XSzf*ahhP1E9=qz^vU={?F<0#2$dOpMs(FbMopQfKzjVYX<=?
zhXI11#u30yf>*}?OHKj;&j3ykxSj{By#QEr5n#9kxO^EPUj@9n4e<B_u#6xy?JjUH
zLHj=eR|yP%0Y(vAC;0wvK$(94#~%TvJO#Xa2Dtqaknjpn<25CGlA7?ScW`P&(7cEf
z)Dl5|C%{vJ>CS*IE`Vx9osj=8fs%7Ez&L{21V5Aj4D)aTDKs(XMh7oA^(Gir65v(}
z(5?*Nepx`J3V?iqkCgyl`2(I-1@x;1s8<8<DhQBU3lLEokWY|MCk=S34j{QMz@Z)>
zo4~I=pl1}|7(u-T0Jlbf{Y?O)V*pQM0WmEBn+ayMrsTFzlbaI{r>_a}I|CBB0B#VB
z`~>iUpmH}r+I+%y1V4WY7}E<-qz_<QB0&BOP-z%oGeP6wfKvp$M*!N41neM~p9}~c
z3%HU3cs>cxe=;B{6>xbPCG9gyPR@i=Z-R0ePN;tw8F+j}aC#0PY#w0cd<t<;4bdkP
zPQwVMEe4cW0(eAlJ_j&H01{=u1v4OaDPRl17heIQRseS80<NzG3|j|i{|z8~J>YB_
z;g1^t3pY}fk!qB4^WbDAIJX1PcPHQ<f^)k7-~9mSyc-bnBVaQ@g*|}hdjV_m0o8s2
z#2*7(CKz-a@RH!S6M!F20(zaI`q%n29=8(&oB_N&3)uKGr3K?1u6l!hh0{2KT2}%2
z1PRvww+NE21Ke)_@(A*80>W+qz9JZV8&K^o(P1RPbkF~Uli?m<#NU+vSO3Q2cmDut
zKLYH21^Db=K#A8BtQQC4O-@pkQE%bXioow3Ad}!ff(!2fbv{y%scKB`9k8=f+yIDh
z1}rBi;R3i*6tJK;wp`MrFjcsR8{7sHeDnrn`2gM%3@Zs}RvK{Imo{l))ByX-!|61^
zsfvJxl>pxmr1=2`1ppq`AZsANEeP;4K};}UGr_Ey&dC32;Y2!8CEXhdkCOz>bpVSA
ziq!>7B>0oy*ZP2Z4Jg!hHPnZOa4OLVa5WlmGzQ?)0??rqU=KlXYk)BhaJDU=MSH-`
z4$f&{*{HI-?FhG`34jaT0I}TxTL`}B0f_2NF(#_AHTuD+E<yN6z$Jp|qX1sXfRzMO
zM*|)Z^cVw(7zc0}59m1oP+~IR-zjOpcj<tk(*ZFv0ncVpL~&|FK^btWPjGt<V8&d)
z6N0|;0Ch6~_p&L#LN&m5i{O+`;9v%<BJf-am`2d`E5OU;6aWKEW&Z!iO1M2E*!>Nl
z&3b_E20)8%0pAh$Z3O(g39vqo!j|XAq&-;R?ay1~R5i<OgMT2wOM;)i2lU%c;y<Zr
z8@B^aGYBg01pKlS`7fDvkqCye+&aGa0UnD98t(=iA{g@{p!Oa>E<xa4z&--858%8X
zkV){KU{O9`^a0|;z#N>?Qmh#Fmo}>ryoOD3J_xt~NRx68;jzhKz%xJ+@9NXrJU#-a
z_XKZ`0=66j3_MN}ja4SY2{?HWTq9V25-|Q0N%*P~y-vevD8UngHfI2v3F@9DF$~6)
z@y|P0CD(I++XOSt0~-Dect+6w0^l4$^e=$T1TB6AJS6CO5%88^#w9?+Wx!K{zP|xJ
z5G=j|=z0}!h+yC~zy*S#*Qx%sz5)22;FFt_tS)NmYu$oV3?PZmF;J#7`5jI@38p^)
z1pNcJKrrAT;5<R}BftiN=}!PJ2@;<IP6Cpo+A8_aFW_|R1;u~yHDJ&iz$=1*Zvj6O
ztp5)X_mP6tQ-gUKuwh%7ppg-<o}i2);877krVHSVE8uc5K&#@k9sDT=l}=zezCRzj
zpce^rhkreH7u3H;^f<@^@DIV)o`4EofK>!Ny#YTH#QOmD6HF)xcubH|3UI6pKrRc2
zEeH64AhJBU5#&|?l&uKJ1SIi!4@yDXN^t6tMp(5nU?G8nA7CcIJA$$PfCmJls{rBy
z0J{jPR|Tvm@UI3i6L?hz2!f6^0DB2y0s*@SB7y)r2&M-ETtWc*L+Jfm*2JS{C}0}F
zD}qU3fF}e)!U4Ak21NjBMgqPjs89>AiojGGkX#4Qs4ieVLCt!AuL&yD2dpCK83p*6
zAie?M96{RphQKn7080tH8w2JLcs2oCC5USZI7QGR8nB0;Sq$JU!I)UU-vr6c0QH&!
zHWO5D0oX_|kWLBwOwhFz;50$Y)_{|((||ME0NxRdjRU+P*cuNAY71CNP@^5-9D!p8
zfJAVEpmRsS&ICZiPJrOffTCRh=>)F{`h5a;PcXA9piwu#dV-4GU7&y5KE>lKf`0%>
z(idt?ztsayj|h(T1SIyRCxUW)0Y?Byd{~I;(w%;AdP=Y}5#Z1t(3T*F;CF)gp8<*w
z1elTl3kCsR52Et_YcNq^&4u;vwIT5Mn_$&Yz(WGF1TYOFF)Y5Y*wo>0noH1p1R#^3
z;YdL6C=#opid9O6Q%wS=F@XLAZeszZ#sTJxqxfIY<Lwl{nDKy0698)`63b|nW&0#J
z9V9SK2K+)$c?#epLEKb8ziEJ92o9l0llY7j<;<>hI2|EaG#wB*1MtI4lEA78-UNGo
zn?8rzj|9_a0Ybk3)SXQtW!3nDGT>C7;5|Vb6JQZR^c+C=T#{X{$_C7XQzXH^1kL6H
z<`Y~d2*?DSCD@-up=7MTP#0BX0V$^~D#vHANy!8m3jr4h1}p+RCz!by@S0%665<%F
zhKkC8Q!9cn0eC^MTPBIFs>DSzoc<udO)nUheo6H&87MshB=G?;%Cw)pg3~#IBg+6@
z%K^O!s;nTfnkrq>TsXBOXtokCpWrgV@>L|}u8Qqm4X0xS`@RNzzJ@$KRnN5CwQ$=^
z@bx;tV}gd?036nn+!0l-!Ui}66L^0MxC}^=uvo~I@x?|s88-o56YSeep5L)2A7MiV
zV?m7a8OwoWj8%+sO8+Y*DON1-k!K^tD5V&s6(d|RA{66{Vqk5J0(_+ySR*AH)+5Pi
zs~Fje(O)q-E5<s-2!PQQqGrW<STP1DhPPrwDMkgw_(3t2Dn>QM=)^`!$~>bqmd|5P
z_ZH6I%9YZlW1n{F;(2aE`j73GG&-gKxS^v)DiS3T#Kb$cCf=|$Nz>Q`OSf<z$2gbK
z#OTJ@k+B=&a$p7@FE;V%Vw052?*5Do2-Bo5*;0m)D!Pe}6`S}}u}O+%mj#T0jBObG
z7%MSuW30%S!I;k2oUsq%UdGjo`xs9#rcGvJ1)~S!21dac#2CsL49wue!zMmEY~rKC
zCO$cAlCZ3bq*rCc8aAGN7<(|bWIVuFhp`poR^^Rnv1K;nGR8bc+7dNMry1iJH!&7x
z9KpDfaU$ah#wLs<822z%X6(S&ov|t7P+HnH@n(*RcX3R-4P)X>787rfn0QCS#HWT#
zydjan8wwe`1CYV1{26>2ID=Q7O}y}&!HdKhyrP@I>#!NTDw@HooEf~xm_ciSX~@#E
zNJ|DU&SmhjTL!P4W$@Bi2CsBw@Ul?`uk&Q^@<|4-RAlh#Lk2GhWbjlxgJ;kgJRvsm
zd^m$=x*0r$&ER=y22Uh2cw(5A!85xIp0j1}gerq)Nf|u#$>2$hiDxe+o}rj{5@O<M
zgNf%0CY}wLc*JkwQN4)<?a0?IjNkL?)n=p-s)+}iCLU#?{vTo|>d;NxRhzh%HE}0u
z;y%*EeVmEAD-(A~Chm1i+@F~EK!}O^1rzIe6YFvlYibiKViW6G6Dw2`t4kB>MU#|9
z8qmZF(8T)B#Olw)+Rr3G`N21dF^iEDpGhLUXOc+mnWS*W2u9L*CW%y@i8Y={isfh0
zcP3VMCMlbr`!ja#$p+~<lSHb{#EQ-&9p-0Jb0$8iYvO~tCW&;MNg@?zl1Rguq-u<$
z-%Ke(8ntyu8FF$ex+mzjms{j|IICMTPp;uI!pGGi5N9rW=E-$6OHQ8LShM`5w^Z0F
zH`ILkY}JY7Zk5|=KF_wwO*Bir@8oFBlKP$8RI?oTPOh$6R)|O6$>Ex%>NdH7W*N9m
zOWO*OyG^dA`CQlgl>J_=ulaQUUaq5A7V0gh^<u@hYYAN;I&RnAXN6d}U5?TS&Tp6f
zRf~ssvt5qRED<}jNIk^J9a`>qh%GzhW}4XR9db1{C9g@1N~IQxkK5%^B6_D>N)_55
zdhOJ*aD&*iQ_F!3;^9uYktP<tOYW*!=I+w6V}m%hOM9CQqQnnc4r~yue~>$9VZQo7
zj?pZ4e$d`Vh;qB-R;rH>gLiAm5#k5ErTC9>7fmebN4bw?IsT*EU9;5KBlpxS8GGb*
zn&s*q9YNi_@~7TP-caWv_1g+?+$Li7$_>Ti5hcA`7fY(Qc)nMT*H~KYlM^+|xBGO-
z@YpZ+(tJkmm-}g!OZ(;Cnx$dBoTORS=F2@ai}L~9yMKB>$F}=`E}lw1X+<H#<ezk5
zPW_~N-O2}bVP+oGYO@gg4{Fs%i1!DzS{5X#9g=IQ$q5pD4{2o?B+Q58NX_TGUaZ(*
zIYjemd{`^kATjo^9H#kvb69I>LE?tqQu2r#s)@BZBKxV9P%-L=)>K2qS4XsXLdBUQ
za!pOla8$0XSsESHA`KPEN41I?DmER}g}HT9$L4)ZXK8Uv7wPC@TG~RznqyifhKk>h
z>EbDUTt^*uT$h}g$8{;lKd$9YsQ6cJ2|J;qmQLshzCNMlTd25lLMw$(;eAra7I#wT
zGySA4%+8Z?9kr&@&`HX92)Or1c$~&<1_`I+A|mg48CNa;LQd)4EAf;r3UNxudRp&O
z<g`|8LPe9)y3|iNEeEL7xI^}|rd@)?@253=5G(@E$g!GO@)=ES1dGFG<OI#9!dXot
z1&h9Cwdxrx%xAS~lPmJiY9*K}9-h@oFjx4W(^<Nn(^8!)GS6vM00igcKsC}_@mTNU
ze_rR4a9$T?#(6nd3$yLK9Hd$9=*3F?tc$e6&sw#~71Mu~gVl1%rE<!0!=X2Sck$@F
zT+VIW&=E-%g_JA)_*r|~R8jnbmWou-<bqa4sbcH}Ex%L6HofKf1+7C&6;Z!voldHl
z@QWO$raV;~{YBHvsiNesauwBQjcD?#R!i21F~4dAYsA)HwH#U_ZvCnyXN@R*QR}GI
zi0&7)nzcq`>Me&a>cYI!TOu!MdU%bPaY^gx)`*jrbYTpawG=E75tlVxw?vG*tiARU
zu}yDzeOar3OGM0Xa&z@fmxwvPX#<HR;@odqrClP*T#+lQVn;=jD{@uMGUSR@BuB+k
zz2%hN@<DHjxT-aqqe8l>jgpQE`Kp%JN5$!@TFp8t-s>%)*R(u1Dh6EBi7mRO)%v62
z=ryevtBNPrv`Sl5_+QslNLA58Z&`3%qpm8BUe^XJRYkEIT8peI+TGByx2jm6w_LoT
zwbiP^>!w!pRYjYdT6@6nwr=X;*?Cj0AEI=@G?A0`G@;|5I6i9{hrdkDa~YB}JUMC1
zSWBz;M3lXyy)(|&-qKzMH*nt4lI$Z6-O{4>5%2V3wSU)&z(<VuU2B^?MDFie4eudt
z{;oBV9wPj<RwsLi^xK-U?;-Zy*7CNccx3fyDMIdOm93>1dq-;(EyeeDv@i$6-8)*%
zJ0L>-(0uBM-hXJ7x{g@-hxT%H#PvV4ex!~ldsk=adRMCit%T{W7N(UrbysewR^3*@
z_fMT=;Ga6Nb$XxYe`-ynm1uHL%j>No<(}M0W!oxF-;=AUmRaJ>JuMSwi>SZk)~e4k
z@x@<qH&yk~gj*Uo7Da9TTs(C%R}gu1{KCYtj+JrAv{D<Ei5~amzFOdY_vL>2z>884
zxE$`udL+k-j>9XvY9qO2V(#C%fKT+6t`D>!+A^{0fi`qnCMx`+3p4#6xtBh&p_36=
z1a9)8$ol@fthkn}_=oa9&9eQWHYi;tN<Y#@kjuo>N4ltfe<Vv<n9h&ocpv4BY5hTZ
z`Z=QNkm?}%KalH*#5g}KL-K_46D_hlG5U!%z|0fZpU8t$$~+POR350No+-b{0Od@R
z@OmOA2+wD-WfYJn{GQ35X~9g-<N^9%L+2t`;yfi-%t1eEu)fcAv7LOby-l8I{6bFD
zzfHSra2#2Hdpw7meTAoof2^f=^MvP1d4LxA<d<>_cO@HW0Y)mm#2~`|Tv}12U+}N3
z742zJ?Ug)24Rl(VU&+%nOQnD1ahk>auRL3`)Oam_t|p3>b)+wsAyLsQ3}RHHrM?tF
z8&T<v?5oK)c_WY2EIZ%GpKF$8Z{<|Ya`>&>QMJU2^6#{wj~A)$<YAi6qj&OP&C>fn
zjXGXj{7)XP`NX}~s!P1cd#_c-cv0$uJW(wdT91-We@A(`T_iY}+Y7(g03VIR`J<ey
zS*CuJCuo*;@X>RG{|Jr?d#G$Hh+A_4>Mc2IcCkn=xo);hUE)QY!93pLA&wZ#V>C;&
z(QJ)iuhE>M`804eTgoL~>~qwKH7;UK)5Lx%Vz%UFylClUw&vMRC!J42XY)uc%ob<!
z6wMOpqKjvTi`i1-@uEdhbGjyWvZ&coGvY-nSMwybGH`Boyn>vlaU1^wsBf+>JjYh6
zUnx0h<iMnn1BNDPy$(xuxC+VV*Ti{ObGn|v@jBes-7tvvmB8TVnAx(Vs=_$fPWptR
z>rI2W(EznAqDMd-5mVe;qr6htStN-*u-JePER;TPwm6VjrG>~VX7-C3H)iPI!AWEK
zjY%3iuK$>E{Zf)gjqEpa)W`v&MvhM!GZ@L#28>L#n?BPhi`RL20}YO2ODLM@X_KP*
z^cBaZ2L^HAtwkoeTy@W!vMb#6b)*Y@=kfXv(a9C{j0D8+->ca&6{QbA*4{OU#0Hdk
zUYS86`d+otdX^m|l5<atax>f1z_s+*Nc??L{uX7$FVK^|Bw6u5BtD>;Sthe~DNEPS
z-h1gAlg3XC;#^7Orl+^LuGrhPdMSN*oTM*MMm;hJuT7+LNW^bI^`bUekVYS<gn`B)
z)3~HfH0|iym5ulZgQt0j{%wZP=Pa9E(A%^Z=_jiP=p)`spSdi11-&v>Nm~;UeW$v&
zO~jk%E0|8N4dVQ_O5&Q?M%<r1km>qP$#g{ED$@LF`08Ux!q+p>^8ZkJ7ZFRgw>eT>
z{GnxPsmObA#@lS^DcQ-JzO8xTDx!VNgH<ASpFyA7)NnAO@Id4@Coo!gmNb{ti_~|(
zY5S`NqwxPAqkPxb@E0AkYuJc9FhHc8qfvBttB5qv6ZCe3ZzU(A=;VY7l3dChsP_$X
zf^S?=H7tCqi_L%4@X?F(pf7*^bTumZ#fi)>7g)rSr^-7QgUoPGqlm1ANNzRG3=sP(
z2HK?3yEsJ3xfw;Wn?<B!Y-ULtnqW7`^aTy4HFs!Wpjz@ANvbD&1AK*-uX&6<fph2!
zq=i04(ZmJJ5t9OIh|}|IBVXkMk&C5`BB7{7WKVo%DIZl!F#VsUAydj%tSoD8tJ2ek
zgEYk#?lc@&xtiK)wV+t7zOcWE{09Yy;pNOD)#S4K8~W@iv%L7HoO!I?eR+AfH>)T{
zmp6~o$J3cUj%roesMKA=(@g9ivcg?2(ycN?-uWS$U!kO9UIqq;4;_M>EqTb%7WaqD
zrvb>rUQ2y*$^<u52}aPn><fS=y$e?rzuchu+Pkp-De`X{j+^exQ3BpgMNIk%Z#DHS
zagsjJN~|tUMnNLCk~v=QnOq&7+XKaamCV!h?uP^6E(MGE!3dOmH>iW&b8;{|*N2FH
z4dChdG$>l{`9laiKVW@{5(LjCVtGuirFwFL-0@wQ)Fj*}`aYJ+i-du}0qP)zc8H|a
z@Oau2gP7dM!PP{+#=*ta>|o!m;Rw6G7V?wEMivoQF)BK^q?!tr+aCeBt+hmA6?1|<
z{MlM?e->p_RAIuT%s5L?aIovO;oZ0%isAt1;a#uX*rahO$&1x$$3pGuLFf-~^iO~e
zKpMg{b<6%n`j)L~G=AMe)ervRV$<1ROVeTzPx{hrWMlj;<{`2mVqS2dc=AVZF`KkZ
zYYdsvpgBK>XsU%Y^spp@HqoTiXc1D)JWhRUcA687AYa6bt<}t_dUssdg&c1tqN|%t
zdiVCt;Qq9^QdZ{%ge2%a4fL7anwC@ra2fsF%uum$bVwOX5;?x@Eg|wpE47iH%MNLx
zCwS2cz767Z1b&M$okZol5KDDnlDIgCO^io&K0sbPscE+MUMJ{1Z^Xl&T0o2sX@Y|x
zVHPF8-v5yIU)`v2qQ14R874*qn=O4ZOT29hi52ZB9bc#;2zKAn9`1&YMs)-+N<=QM
z*<0lOxZFo;Vl3wc5$RBZ*cxJ<uD&0;|B?XrFFI4(;h0;g6^%V}I>U2Z7fUZd>56Dq
z)5(_k^DYoN-c@5zWW>HuvyVQa-{@1tE8R$qMv46CH5=;R;&nH8p6O?Ki*fW8gGJt!
zOm~}X>isFi?)DI&QRZgCGry)q3vgmz(#Ma(dr|#}71=jxMu_?M=a;bwpV|u|J$sAD
z2(x8i%|WH!aNp8b3tCqs1Xr<1{r<j?$nU2VQ2OD_`eoWD#93-GbKF4crL51ywMcWO
z{=Kg!!hQN@q-UB5zat?5!gF${r)?Il_zW_C3=tuXEHdd|gnEhGj-loCRLciItXY!s
z`b@=QH%EkOT?!|qa}q^4NJx!!be5q6ODq@!iHk#26%p}$Xd|ul(|)$pcqsg-x^l;r
zxF)o*B_G*4p1cE6s4_MaPxgeiP*cgCLnU}_9xi&<GcVS=?;8&H|3*^k$BE>UVZM6L
z5~JYRC|TszH&4;Kw@rq7_81B@Pw$>P2JUCaQhzW*?|ySE+}%<rw<qY`YtvV&kET=U
z;Fs1L!s_5p&S73+R710iUMzMz#70e^f*4N{mh9&jOPc`C`xD7?fj-ciiEuAEMVx75
zo}+j7odWlE)2JAx>fL)!gZs*KU0QB6Hal?-qZiwn4zXL)sj_k=W4q-2a+ivhO2<k1
zFdZ^J_@dS_e?YrwKqaCGi{%}{%iEM(iJ1tH_qozoQLgowRP2AA>0(ieOq`DocO|FU
zN_Q@jqs^B7oDMoj!w@4^51vOnF+?P2^_l%Ak^dhHNQK9W^qb*9V*kc)FH1sLWHx;P
zd}@xO4*UXf^*+nxpA9dnW&(>{n**^W^Tgv0&>9x8<~B@g=0PMbld6Im*{H-^OKoS8
z9`t!}MwU9-w6Fw;^m5f*RCUL4au(z+E`SnmhdwbO#=o-29vx9s?bzvXhtzl>dc-5<
zikh#p$ZlzN(OM4+#V-WU#$`rvYXx<{Di2E*6%E@)c&m}J@XSRJKDNXt7R=Q}stVs4
z8(|rVvG8U33VNzQm-`gmOm+)%6Ft>@0pBHNj4MRJc%#3GD6bb@L!VK{eTkR--d@;4
zEdh?Q$Cr>>zD#UwX>O^8rvolhk>zkF6+siJoYrRRJc_-&$@|3`F}js`pgx%23b-H6
zHHxq}a|4mx1`B{qTAM8?<DkFhLS)h^Wq1STCL+JJ*-cMkS_KKiYW#_<3I>}b5mPy<
zh-e=isf|9E$!j&_Opv2F7t2L7jkFXwOPERG&o!2@QjC9NcXgCR=Xa!bYeit3dAyn*
z?9_8DLd@GF^5V>M_3lH~!TsGgGz>`=$=Q(>^~QmUuZQQ14a#6McXDI}k)Iq{UZgM0
zwbXVNTetyYBQ_F8hMs%sMz~MgM013woZhv(wCYC3i=;m`!Iw(n=|YrbdOLGlH7xr+
zBj1JFm8g>&Wrd5heYu``3HL3KSdyoVts$X}COQ0?JowhwW)z0%sGm=sMq<%*U#>-K
zvPk`H5czyN%`>A!djDFXnl@nXRrJC9o*$_V&r&;mcF)@ZcWIYJd5u~WTPvJ`hl$*2
zwJak|mYfVBd{U&QA-{E2f<*(c_o*M@{pSH50p`SKb+qxkvIm}v_mLKk5{aG6E%mSd
z^*(rBKEN3(B4*b1(nhCrWJ_xLlkn(lPE<p%Q@fuKqULciy|a0US|!<i$U(Tf9ae`*
zpeiSBcFihhQK~Fc@i1f#9I>>|F|`|zOi>ZjrM9I~vfTM2kgIeYm6GPp;Ihm|*|+g=
z_zpg!Xij)m7kfX^Chsiq=?O^ucM@s2MooK6?UthEhT28-$t`gTB0bKaWnl8YD7|@c
z54GA4rT5+s4_<@4b**-7tuWc^G~H6L@mJy1O?!WKzke3)^Uo_yQXpIdalM<_GDc>R
zWptrI>;+ZRL8Ol8*xl?>PFW9QkxmyNviw&|l@JRIb^Wy>SxiZ5e^KOiH#byuatJwn
zdl7T+ZP3Y2#@4~gQM)>p+ReT{Tm<Ez%T&Z=H3|1}VFN~uNRG60rYyPk5+th^E?LV)
zvfgD#?zk-8e`>Z&8=2u3a({M<bY)qQJHAecrTE!*3Ej&Oa*gvGbD{Bds+B<^M%XYn
zx(1mX(W$37MugAEa<WuqC4uC*_l81$Yf+u*WyfN{(kA@r8xZ;9mKsOinK~hAsWX9*
zE`TV1N1gP+H>h0L&=JYQZ7AN8(A3*HA-}MsiFQKsZ$rrKj#^M6qIBH|bup?I70K8;
z;!Q7e8#Qirnhs&9>|JzSw0f2MXP3b8VdMJ`PqD7Gve;a@hNAdgv8A`UwLW;zUAQ;9
zhiNtSZMT+W)w1L*2dnxgyubd_>K$5HpJtZ%o@DCWv!wY+@47*1ns-u~m);YGzUCM;
zQg-?V!qT?;=<=6Pn%mZ`R$8kvEU<(w!ziT_s9{MJdsn*;?=|r5coB*A{Hu|_s!G`R
zAo*T<K(#1X<o7dsh-v-I&U%S`e?y|FRic#Mvjg3?apr;8+#kVX_BJi9_xy)EyS@<p
z`<v^C{CRbqEftAl-t-W@e?3%uw<MY^+J`+~lV|2*HPN|Ajmr5_W6|m<3oU;Pp*JG2
zzqy|8n4|&YEj5TeU7x_y?-|iI(kCk78QfdHpcL0tbAA=&JeF0T^w)};oqnVXLWaFE
zip@8X^Ld|{{k1-i{inQw|E70p$-v*TyvV+b=suA%|5|;k_>Sm5c%&tfEOUco%Dz?_
z69}sNV#R%cjY!aIh+KQ4iBu712bhbgZ^R`3yn)1ucWMz<>tI=qX3xFv;5iU~cm3GQ
z93&Ecs8_N~@+fU*fkl4(4<erL#e#w6=6YT~y78pfdo|`Hb2Sky)zcQ-IOs4Eneh>d
zT2Ky=%#<W^F}3=#$ij~hX^CGgLCLd-MH#SfR|Bqm8188Gt!AT6SSHmGGK-uXt&vn5
zpEP{bfT80i+2qt}C&+cft8PJMTolp0sHU`gQvvUB5jO{!Tc~McrxPv+vC|#DO1*^S
zrw^@PRowV3OPhqS%;BPt=~YZGv!#4}OFzaU!-_#<MhU%$-w?Bn$U=<mrS+DWvLAP<
zspd2j9Ce59El;svh_<H4?myvpy3~x_Ta?wS687!v3E!VRmAuQjmla%6?LOJ}3HiGE
zI4WyvxBkisxAA`91@B?rs<-Ey`nKLvyy5*0-qTD=eHW#Ncz9Z}I*0Nyuq1vad&G>j
z$%#>w)Eu2h9$%D1I2s0G)`99)Hmau9WY~W(`4103n!i>2Lw!dijU8ekXPK<Bknt!d
zB8Hp0i*v@PB5GE#XJwpEmR7K5FF&QzX7?@R9$wy2nS?HJa4<MHIEbxXd*iQkUQv;j
zcW2pXh)Mg);|J%5&4D7qF+0MdnArO)dAG;tcnWk{?g(=|ef**VJYQNpYnMu~NxV}<
z_z$Qk^3xDFu}M^2eeR4U&xV!p>)t9$5wTZPnD|&c+s!8ScuWbTfBco$k%6Hi%spG%
zKH>!a=MRy7$V7BQK_cc^R25Z`jiMqr8X(+~&BN4q+38oDvz8i1I*JkHXmDP(K|Ap{
z+3czpIgU>)q_`mb{I)uhmi;lRu^2Vl?4%dz5d@Ln^di2)`)doj9MOFe85*pQXx_6Z
zn}{X_L*$Z;$cWdrBKJt7C4L6osicw?ZLZCcbj2_N7pREoW6fjr>8lwE_dVhI$o-l%
z(6Wxho(hLdIC8@Bnhiwqrj^cGC1s&@kr4Vd%26bKqGVSb3Au>JDQ4%=gDl0(qMzfC
zzjV8HVWKu~{fy)i@JDQHK5z*zrH4NGiFF`SqaLUl*u+}m>jswTH%D0?Uld43k-Bp`
zsP-<e?`s)0&!OTEZ2(0{M;H8-*RLV`dNeGdy&U^D!bdn#@0MtR>B!vN8YRk*kXz|k
z%X_iZ`&dXVX$Gku5s4;MCQcjavDlhs5Q}b(k~*LhD`jbIEHk({WI7^3j6VW}-z2k_
zT3g#ua=&jWnocrzRWpK}erkyTE!v}bZZhMSdXvp%M0$&CEO&p`P*cq;corW9NjdSX
zOss<5mgdAVYvUnPuf4dr!d#oUs_A3;q&+;1y;VivImH~QHgyg<x-)zqcNV#`%*{p2
zG;_()11DNCi3L8AKw1}Ss+MCX?4E_MKqQY()O1BmGgtLZNt!s$CT!(TAhY5Vu`<;>
zNFV7Iau4rHoZUt8RI{tzGa6s)Nz1IB&Q|5a5pN>@;@wF3#EDy-8@Y=o;}+WHS@~`d
zx!qk=LHV5<g$d6Ut1PSh%<`-|L}v6<l8{}pucach=R$nGA-%-E*12%<T^m=?re^H#
zjm}5P9zaR3Yy-3Vmwn;>rmu)hH}}=Ql50P>pGy=g)3uFwmcNw<_Zb5y^V^Bs2CFPh
zg*|iem53BQM$O>#8I5a{(yA{DG{r<t+B1}5Yc8^9G}flT?0brQ+ev6aq+k3}vhj1r
z_EsIsGQB0pT!RdD(^Z*sowD66HJfGrA(`RBtUUFt+JOa9he6<qPN0EJ_`k`!&2UHB
z(!_M4eUsWES;|%l&88B6Ivj$PM~bbVYx7;^4<8Bl{mIq@L<%Y|eg2+JhDfb3l#jji
zRlnmHxL;0HgC;j_5-F0Obh0Vx$P|cVrC5^}i=&)h7xhwlT~5FX5*Z{$&o&RSPD<Ek
z`~>*;PF59d`j{p$Hm@Ey8Qv!lJ$J!~9y=1}n^;v9bNrPGp-rD#6HuFk+(g!5+h(yV
z4RWQ^MTDR>ezHlZP3Bd{r-9PL=_1yo9YA3A_tW9N0_?1p^4mpQ^wN0JOHQ+dVUD@G
znq}<dGYbKJ7r6VM7D*$_*-_S7#{$LXLm*?mI5$UAXzVVNyKkoQvN@}p2HI3N775IR
z$Ttw7DhZKrk-sdvnB_fKWEY7<Wl^)NEpiRfmBjuPO)aaWEYT(l5;OG@SxcI_i15`-
zH66fmi%8BVTWvl}6~3uy3H`eUWJ6>%M7Vrn)@DaoijNt#k+;_Z^^G#kk@~Ry3*eas
z&*|gwE(e>2+q^~=`F2}G3PODi(m(p}gBC&J)e>EH>68#h@0<gPUr-XGkD?@!i^tU0
z`Z)G~D&T)+m74nW;xRSEs3)B)(-IbG@FhgVmr5c9i{!0bWobGrvW`SXE~9GIT=>0?
zb`u?Eo4wS=#S+t&LBcOrC-Jd&XB&wKoU)hlS5cK<4o};J-oOM$db&w1iTr)pK{k2S
zdo8?ouf;F1umqRzTXY2x@jBWjjVDNA!8fEnYYV@qn6OgX+5o3;<u~w;{8sa~DX7?Q
z;dzH*M<<_i3`c9!2?Pf<Y=&>KU1|<JIi77>j&WPzy>2UYtT=XdD%;N{<vYoD+BQ<a
zDCIw5Du{k(tlE?LGq*t`VuzI<M^|!JSu_xf#O#2`e>>F{_vC1Hy)ymAYpY-^Qf?PS
zhUP0-<hdmVM~POhDk5S^#ul|n&=>#5*n7uSaeV*(f)o*{Ql(vx-ULMyE7<jV1$!3|
zQ9-0*SFj|S*ig#Iy}-p-6Qkl=BX&_^G-?!0F=|vyY%#`QiW*D&opW|)cdyC!_xSk7
zWjwFv^x4^&+1c5{z}-EJ{a^>y<Q5lTp#F*K;iFiQ$;zg9{wUbT*TaY^3C3i#gW;lU
z9No)AT=?sc9mPMOE<Oe0EmDi_$F-KKnDkaBAc!v;#5{1wfwddfo9C6dxHG_=IMW<A
zGKf(@U=Ggmn1is(hz&gpb%w*Yh9|{7EU7{orxTKV7LYrDP(LNdsLJcD7`_tv6w&xE
z{|hxpT;i9&9R&_H)`+n-JT8`c6$<MsWJ=GA^$97HW|SmvJ`Zx##eYThw)Hw`h)!Ui
zivS*h0;8d4?ek)P!vek50DAOIF&@wZSnWsBWQKyUzY56utID`+5BG9ajNb_R2r-}U
z@#2K-WdJxU<}*aJ{~n0{eUFVihSfhWc4plV^fKp7hmezqd~jW8=}oVSJy?(7eXRJE
zL`cPTK!PB}uuVs-+Sqx$&7|cC7*fGv*G(J<cV<oddb>$ODpD$Mg7?mkF%j{~W<%oB
zpFqsHE7nY-=Q=-DbUIGjp+?N&yTBOTQx-?9zQRN7$q2E#2gtg67{?f;eIwf6l6|C8
zL8;h3kQbZ#AkDlFoh%O1A=&Os*(Qith)kb{V*f_W<2P~AgqN5R4}m%GNXQ<x241|R
zo_z#r$YY_7vLpMrOO1i#0gpjG{X&eOCZ>-!H3ow${0@ls9~k}+R<G@4rnsaijL1I#
z*z<?jpr8mtl<k0!6Ntq9iM`AOv40@@&_BWM@=P3|(4_`xG;9I{20jDu0Hl*Tl7@+W
zeZ)Ql`e!)t<?rUK=Mm^b5_+y{CuNYNkiWs>q?RV^@?X$)>bF)zu-iZN;q!7rR^f@M
zt&B`?IRK_X?tPsc$MBjWz}*M{9c+``2Wt|l-~0IR5+-#Asv)os6V-@q6)Hz*mP2}1
zJbM)$dr7*JwCqOudDPX-O@x~<q%e{tY?D^M2+=hM<nMP8Q+f76l!XaU(@a>y;fkR0
zv3*tSrgvZIS|egM5<SdV<aTLfM)o0QV87KuPC^9CY5PhIiI^uXfEn77C7htpy;#qc
zefhM9fXtQv6xy(c9TgqQi~2aS!k+7-Et*7pVg*EwjR`)Q4}=x2PEPze?GmiT>o#o7
zmlff#v!fzJY=C5ch{w>5@nyEBakVC-UodO@L|W}8q887n&2%uqRkQZ2s7F7QOKP^X
zNK42fJi*rA(S&V$PefRjbw8<ih>3Ot=7J;UV4^YsKcGF=35%@*h3+&$!y5>BT!QD}
z20K&PU<yNd10l7GGpKi*1@E@Q*R?fJpQ5@Pp724rQtliF8-&eVKo4<ccXmn>KMJ)g
z9<_Vfl?~lhF;={!$bJXyv)d@jg4yh@FjeMfIULZNZVnqBr6{HLPC+=kfnMgO$gf%&
zG!U=_0Y7&Eh|TL~n4^yFpnfK*O)2ZzI*8pK`8|zlUk|8=O;8cw*_%a7T_@cNi7CZ%
zf`5OPF_k+|qKxqj;UrIGm3G_Ek1rb&l8s0wl?iU95E=%{O5DUp%Y^jDLx`{Xi0Q$$
z!>STD@w+!64}1U_<ZB{4$AEPqJDBVBv*V2y=0Wg)$(ME8TfyH2BGU<9@U|-4L>Nbq
zx1xe|LA*4G>F*EBO@HW~a5z#}u+E3o&t7N3TL>|~BC|9AI}nXnjbuL?0CxXCv=5St
zhNS2~kV*roOABJQGyAt;$0GXkq9J56A~S-;Yo1a^T>WR#o<-v32Lopr#u`5}jNL5^
z?2E!#&;1qc#RaLQSP&1w*`oc@6IC+(6%J^5XLf0SMK7_bl0CdV*jKfOqQ@t54c7*E
zv0KOc^YJ+$m58K7vE;{abu?as4-fCEtKgG1BJ%K<XU9(LQk`Moex1O+qO%FJiO0_7
z+5lVjHfKN!X=p&6w{`~TyS~_E#-J>1DkXIao)&#K)`S^_^C0wP>+E<167wfA!{SVY
zC!&xC6|-3~z}A4790yELZ?TejQY_dS-GEkx>51tL<d=P=?DA&=6xIE{AVy7q?lS?B
zV>@i1hm*8wLqHTBV*Njj7?0}QKu^}L{XnyKsFO(b8uAXs8$1OxYzQD%ID#>`=O^aP
zPRmb`o-`2mBXX1DvG|6HEtBlIczpKn@z}uxv+VeRA-p}4nt(@YZ%cre^FeL;WSy^p
zT8FCRP)YTXn>P9O!(+IY4u$074IK(RlzB}bC~w{(s05)YBdHS%WC_PAyjjwob<((r
znEa8zoF9p|6?pWzXPt^A>>g-iP;oa9F&-mc!4y}I3j+<BpZyp>_Kg#g+xXi+zCKD(
zd=AHhrw3q-;SJ9=SnVv1TDstsvJHg6<F#R|=IWq8sU48?*#z*|DVN#RSBw-3mhAde
zuzOC$G!J979}JT2U!;al1$CFGHk1tF+mc8;hN8zbtP}nkC)vZMfqf_0hdIrgS1R_^
zq#Z@A`*cjkFh{BCNzzOQ>B4jjZkUt2s!iGts7**CZ%)#klB5hg@BC33^|r7sesxd~
zTYG8{e;iB5OGM_Svz%|>k|$!)xk1u|fRGQ<0ckk{y7dfPHorP3l2;qalkpVwdM-D9
zyDpNqFp?Wk4$r_s9H%VY9(eA$X{I9Li>E92y@Gr?W&%-{Eyo+gRAFj<=@4=z8<5~!
z6IQ(ds=Q{R+D7agr(%__hlRv1Dh7+4Aem}%!GqUQ@v3fmqxO(j#RzCSAApVXv4!<3
zKU-nuC_O<TdC&row=du_PYh`XP;*)+UMr1n)M4!SHMMlFCB`2QkN<U%*v5h3Py0!I
zvj|lEVhlZAnd;q(!EO(!rYTvG(RyELHg*X!x?w4f<;IG|OQx+$!ONBP?8Nzs;q20w
z!8W{7NWJ$SsI%Y4u@?-377Y$YMDDGLS^hpS=F4#?Br*}_EBH$pL^v-8f-Q#%!WCgi
zRu@)tUb<fpvJH`d6_|_^F-K(Yv;ypFR){UL*l2x(yckVDH3F{{fV6pq<W_ime)<Pu
z+n^l8mks8ZAR+S*iCf7Ezmir`$v$)?*gsqiUKuoJ^6K6&SZeabXjcQ%tyoN+>e=89
z%ES*Y2KDpxCd}$b*h^_<X~z;KY8=GQW-C@maES>`kw|Quukn<oNhEj1qy0};38MjG
zVq35GlS_c0COrCo2s4BNcr_9-i2-ti(Hw-`p0820NrnAEiBgj#=mJ6|6*znhLMV)1
zy`*l!FADUnRKx<w^<v#V((txT*vLx24nT^rZ!IbA<;0)j!IC;GDps4Y@Tt(Z+FsQ}
zh$TfrIDVF(atE*GR~o4nNnZ02$kv<0swjS?f%lnAhwvc@A)cE6soo^CLL^+XGUfeG
zgzQ2je6t)%1j}|G!iQgkY}pJ*^DXZniYXmYt+xP`0~>I^k)Du|eKFbxY=e;rJ#EHh
z7WEw>jZBCcvkjP!x4*-fvftXRZ^a9oz=PWXbpJ$73M`&y4l$SRNCbs`0?^tWY{+-g
zzCC{|=$BBGxO_)#rm0s8YZh^}!d_}z#I(RqIb7c(bVCN9lUOx`&DaIl&%1=4NXCk<
zR=6v%bo>&;+1>wvxynNY3h;X*qif$KA%U$~*7wqq7qR_nf&B{7NMpU?$?-m7oX0Vj
zo&N_a?asXg`;=|x#CuAmLwY~duhp}hpDKE=h<@w6c>$C9@c~fd4vGb=8WG=#Uo#{R
z#Sd3pKFCx*R7_;H)8iFAJn2sOA&dM&k}fUxk-7}k9}k%bdm<q4DAte@&)XUyzaw(+
z2#ir*!Ufk<XY0jcN5ngn{~(R@3H$O0U}KMCJX4jKPlL~Aq+h6q3lewvG~P-G6;)VW
zh5_jbP_bxexiNOadU?5#^j@ehJ1-8!Ko4+(y+_Fz(v*{^8>fJp`8mG}%~~H)eyf6S
z0VTrhG!XBf#z6&i{t%3FZr1ElakN52ITB7^D2SA-3<JXd3m~?BA>KeB3>JG^Dgz2*
zKN9!ODu~*5h`-JPG5fp_OHyM+u+-KmfKvQwNZHq7{{lMir%4UC2<pL$&=Tm0C1jHo
zuT9{id_ulN<VAxLso$00Dc(s5X@Q?2S@AWtwxKNH#|kT{F_OFmKT@*%277x)di$B|
z>+!oKP2b_|2U@|b_0a}Tw+U%>6_7LEn=slr0*thCgygH=gFN>JM$Gq9lbziF`=j6S
zo*D!zjq5u(NlRd)|Mes21wV;-s(Dz^PafkCV0{;WRd<D?6@?FrX5EYA2k(SbBI14z
zTH!NTfcj`?M^^JnTDK=6^d1nO0ztcjAe2rnijJ9(BZzdnuSkefKZ6!B_&xyVlz`(P
z1K>IWV;*4P4rTQP!>sACud;TUJp^LXLj{o(+Fh~JfD)34(1nMJ4CA9=<#qJ~5}O{G
z;QQTytoC6=Z>75T5vXR5AtQe9U<FH*B`mM7RU%IKX_*606iE5RVFs7f*(X4xKb2DI
z#JeR*;ynBy&CTE0;z!a>1hT*U9qiw|l#(9EYz_^R-d!W)&R>A^e1<(q52pHjSfDap
z@%UvMrx#+zpqeNEE4KUAX1<<Cf%v}w?(9pP3-e9HbFste^a||a7CCqlynDF(rUL1G
zQGaa9ihr#b?Kp~89!b6MlQ}0$P#PyDiR_oro?vP!%qJkoaOc_5b3h`JOo3=r60H77
zg^4ndCPcE$<UrcVkMt>wBK$&6FLN1?rX?f~GY8qB1*`o{nwF5=w*}bmwxImTvni7P
zL@C$8l%1Fl14m3ZYrHpH@sNrr)0RM`w0wu+gDFDt5V?#<Ap~Um>u|njkJLM;Zg0hE
zeYEht6~<y~K7vn-h&a#+h;cT`C~Cq+NH;2C(&4*9>9=i7**_n_Z6tw>3X%3i!t;ID
zF=%HhY`g*~lpS3*LY~u;J{~_(^u4PoyL=n_ubdImeod0o9YB8VAeL^;rV)Yc?Yt2d
z4&ohxm{yL!baj@Q_F@H+s&)qTJVZcG#VHj<Pexcuohv~PT>)C@%@*52Su~Cs;l--0
zMq0dcOC!?59mw78VwrN(iWNT@!JniPcO1DVp6_tZVwXb5Klt&bMcyp?ne-kO*>(6m
zrh7rA)JK$ehhj_EW?{v$7D^kO32VYHHVyG(^)D+%3PkOUuF~p0A(Q+7@e5#go>$~3
zW9}FL_Nze{Gpv;K8YykyAzyz5f!Y{n%8I^%X4CklqO08T6QFMofL8}4AU*sbpdEfL
zYBvD5O$c((g|&NGVWzB=<4E+35`)NoS<yq8zW69mFTw8km(q?+3imeJ6FZug{|IfR
z*lkpd@@_#yR!1Oy>nOy`8ed5-4Uqa4)xu~~JQso*tD0F48D*IJwb8)XbTVadDuu}G
z95u?)pv8H00%i{|)Qdw2#maLkifC+S0O~r+0N+AR>KRo1;L+*JiWJ&Bq%4_^F(AI~
zBBzn}Y2>w4S5S9#m(|fu(jq<q$GQWM6e~5JF083>6rbr3ksS-f*KzEU1GM#;h|!%5
zFNG%jP*>C-p;^VYEHT(vL;>{d3q)1la(}^poHF%0QOoZymR^H-$w1aHXf*Ft$osPX
zfcOuBZUJ`>)I1o&ANuvd{-O+owO_&>>KbD$-xE*5ra|ECj|ryuGzg~CUSr^~Tyrgd
z<VVQyVSw};ZYu1%%x<m?6B`w&@%TZpuZ9cPIQg%2E-~fxO2|z_CXO)0hqpo;&guew
zuOVXQ2q1nnB&0Vih<Jm<!jY!<B!t3HtT+(hISPOUqhvsutCGA5<wqdXDj22HGhmFg
zx<kxMWKN6$hL#qvENXj=;iXK-<uQOHkC$T!W{*?GNPRakIpcx34@F9YeA_?A%7c8;
zn@<FN`DC%kQD;Z@y%Wa&l7N{D40W$in<}RIYK*JcCMXz&pJn^9fLBWkZJ1K^z)!VR
z%`g?7rw9Q=m$*1dGYJY~CsH99V$Ik_mjtrv!DD%sLP*yPKn?>!canNbZNR&gcOD7#
zOa<YjHmtny_@THPGx4qr&jja>^<-5owfyR#So&uIu_aSzMU;-(Ib#iL=QBhWWQ(;!
zjP-%BR`R%k0$PP1p>xlBhmuyRi3!aE<_MG=?S7%MDehe&Z6qe<S^+Qxi^Y;D_8RBM
zp4f~ttmxn80+TRLtN~yQY9MJIr~wO1@pvj23H&k!&PH(_XU<+nj5AD5rv(6>S@d6^
zm7~-RQL3)ONA%LCEoOVdwD55K!4`XdolT}e0e(+Uo?VVD@t67_(#NB2vIYw|fqB?S
zH9(^43J_<nAklqF{@m=;MClqOU^xQ!R`8x;Y)PoxI}`910!KcCqKEk!yvAY2>ix$1
zvy1<X;|JRicHu+7JXT>u{8=p7!&ZU4c(ojU0NWWbo)7a0sevy7rauP+D-L4l$e${n
z!t762!!8AAyRw?c<J(FZCnbFi_}f;)a$0N0IgH{x4@nD4L3+iqTWiNVN~`arSeAiu
zvy41Bstr8-ic)<!O8nV3d1)vIdop8<t+jmLG1+q%*q<_%;Gmr;_MK!;+yM5I6?o4`
zQQEImfIUKs_9S_khP=dTL8{gYh0JWf8Xw2%AB~r;6k>KEQ&5Tb^FWrpetaa;n@o_N
z=MeH<B_IKMjA0zJ4VoY|Y*IVn_Y$==P|i41PAZ+yQJS}tURMKp>~1*`v8=fCoiKjD
zFD;JS_6}nv56UT|^ld<O+x{=gu)GIv2g>u~cPYnd2DK87pK(0)G3IG3rpL^Aa*6?P
z5rH9}h@+$0?<erl5hdl&C!j9=6e~&a&T7N9^3I=#b)N#!0kRDT2n4cv-9#U0P#%d5
z@WWbDHa-T{Q9+86N{plp_!UWqlcvH;F}1ph!<?jcNWi820BGt&Kvh;U!a*F2lRU8w
z<QpK<@Cp61w`(Wz+cY7+AaeYG9ED*Bmkxlu@t`aZbCQaW{O>skK-?iHWSk{a66NwE
zV(1|tE+1l%UfLY_!3s$|4}(;77^QsiHbnNFXtz8f4y-8M%C`iFaXSLck4Ir}*%c=5
zO<PN(*V#$_{V2$#^%(RF<&JX_H`jw`eiG{(+F;-$X}1xnzWDu3w{LJRHd&tCk~Huv
zNN3IplGM?WbQPtMU!s(%%u6bMx%2LqV)IF8tL4pyeEo^)*>kL>tu|G>mdXD8Ik10n
zUWmxB#1G*IKnGo5Il)>u{&e%CP}bzD<u9O-=W!Q+xPAdgjqrlo@sghJ6nj7XWa#Fv
zBt4EVN|5h;sM=qI5oNkEA3hhs{PQKTEk*ch2eMoKTE3h>KL5rKkm{~bxMlT;F)S%S
z%jduZ?6?Ae^*5%hb^<h(`nx5e(j%>2cqycQi+wR)_aal?x8SApK8p*KI!&@i-T?dV
z8>}`^>NLrI9PK@SV5%TPd;AYzzw`que#d?r?TI(bgSGr!5DF&iCYayc#6so^wPd%#
z52fmFiBlTY@x+d-&Giy#7d$b$k%_yFtt%S(+7e%uc`cETTZBa7msUL*mBgJyUQ$Ga
zH3G4+QS7^*q~ch0V~NyZ6Qe_B@{dA?4M~Y)vDQhvLWs!4Pq;eVQ^eEcpCrvn3GuxL
z$nyI*Hs~%s%z{n)u(ja6DO>$;g9q$4PKuCvC6byw053jIU;u+VZDU!IH+wrLi6@_s
zj7NZ+dn67-A&5xUZc&nyd}6L6v+=PIOu0TOSZr-1?s*KN1H?g{rs`snuTpLQ1k{iI
z7KdUGJZy4^&|1j5Fer?J&wv{G97dS9@dv{2aS4|nqZ5++9FSLtd<cCrBCO#>iG{n^
zi4tS^0+_PDO~tc=LYTLHJnU#*n`|K!%ONbWPA`GOaTM)_i5-*NMocoPeNo-q%nToX
zz+0DVli`gqqf)6Zi1B&_%)(b}Po#E$d;=$GHA=s{f*j+i0ICJae3v|_uTVYtMjW<-
z8qTacXsyH!g^(+60BQRc!|uhhI!M<gi5=kEyXobSIGP2jI%-wYEovcV?KMjD!d^$M
ze9i?)Esfwqm(8r$&^VZYCPhiJJQCZPfw<aC5`#UZK9lq+)L+359m`Y@$c*;&^kESl
zwfxm%qAbmUy3&G0P7<Q<E&qBeZ{`I2*aCneODP&(wtLuQsb~o)wglvlR_yIS2&3^Y
zP=!~7!ZCYetU$z?qfJtfef#onCp$>BOUzVcrn;F4dtyY!k-2r!@|!(j|JVbzsI{4}
zfe0cpV@38Uc1-`pWPX7Vx2834kN?fRy)>Ek6vVwoZkz*q+DSV=ndEc_utz$*o1E-F
zrLhNjk8=X-vdcTkX(KiaLhiT#GS-dVnGYqSN}S>;Zl;LEk~!wa#>Hs)aut~_xB)-1
zExQ?`<;M|{{XBk2Imi?3IdbDADaI2d=4mFb^bAfJ$_jH+qzWQt8#0+Hmf2N1SIj8c
z7pcJBzb$O2#m6}bgHzxgmD4GFu1QELey{mrgc%;=0`CP!PwDJ3b!t8z!x8c%07DNn
z!=rx$M4r+L(F6kU8UT8*fnhky8#0M#g<pVP6$BSBJr4$g?e1MFjev={j7+;=C6nkl
zg;yvcJ%a(M3TBykP}~>~JLW!xw?-m%B9R{oImQtc<+$-}iYY6Onj-C2AaGeIfDY}H
zu@#P+!kZZ(zU=@x0Y!rsHcWkNS<{{=_F_Mui8XvAQn<89Od4M*&w)rj7YPAu>B1U{
z@Y)++>g(8_7cA)|QK0`Fg_j=R@<etE{M_}lj%Xh)@1Z7XHcH=iWZu2B{GD2|-$VQ7
zoy>#<a)>L4S$EvVJ267O=>!O@)j_BlmhcqHP3)*i?HB_pe6=XKw>C!1;%At}H(j9R
z?ZuM->{9t-ZW1iJf(Ko^nXp_^JTkR2A3c+Ny(h@yVr4mm?dT(2?u2|13y5(axV~^~
zU))FQ&TRW?d36$Ek00~y-cLjtcBQs8h(yy5<Q)pxTfTV6|6v4N`$N;k<)y~sscprp
zm(-yCpgtYIypy4RYDT8Iv4*Ru((A>97!3sEm|Ex^3Ca2g5TXAg;-VUe4jM6uvHi9D
zW=m>s4X9g(hzV#2nQD-L{X;-q6Hgs$i7LvR&#gbjlK(rNbswY+XR!mcd`BPI%@e@W
z#YrrAfHqdl4cV`Z0(-=0w0D<_fuz{cAXSex6Lv#EUD>gsPp9&OUI^KRNWoZkLW5;-
zbgG-Z*g8mkZ!D;=!*_tTbNNqG`87#WrwJgPn1p%YM@1)L^8FJr`TXcOGDRf<dVju|
z@J41+ajCUD=pZ0G6M!!=#an68mQqi}3+Y6BheURkl8|4ZBBBVt#@;MjNz9R!#)z=Z
z2BH`U?=3JKz*t-|Qj=%!OOu!yWTJDhFyUDaq?EngAP+bQS&#$B^>+|6x#S6YgwTLo
zvE(r>W?NM%jpc|LlM9SjK3uyvJmHKPi`7V@5aQb91NW>z=uRk22^&jY_*G1Z*(^W?
z&c<5gN05<y>};^Vnk!@{drPSkzl=z=oCoSPs24g12ND3wW<#|6HbKa<`G9=29B!F-
zz5yY{H>bm9osZusm6t^Tj#<pC<F)*OFa<DuG1%KJ6>p}HdU();0aV9JodR(^mjZX^
zy?;fd_f6xSGjUJf1MWB^h~DmPSdhlw?j4AYFK`8G8VA=-ZI?7Jo>dZ}SAe&%B{Y(R
zr`BE4Je|X(P0B>v`4EVlm5=~D8375FI8@7@h!L`QB_OvAkhcd)&E>9|sNay%tP-jV
z!*L5Y+-pYE#8p7~t`RyIiY>M{O?r+)NYolYzAILyC}Lll^yHA3`^CTvhJ4X}$E2HS
z@_xtlSRi{!gaV08OqaI?k#f8Qe6HLmbb^h;wc%o)LgL#EAg-%msu5bgftu_aE5QDi
z>_g;ilVqa>X{J`lHbm#e!bfWPHbWv7BGIQ($TAT8*#?OtDnYzk&1y$#hl<@S+5fBt
z`=X6-k>Kl-O&_I83z6`GD7@vmk!6jN)(*(@bR+n1`JXuW0UuE;p|R9nUIZfQ;C7%o
zef%#<T9_oN|HnX?fATL%S~DZc`4gb7equ(8fDtFsVGGC@spSySdj}93cNh}pa-Tua
z9)xT@g~2aAwWM$wV`lKyPl(s2fZX2+lLI{AfRLoIGo)ri%(I=qY^YVl)$Zp~snrm&
zy%rElC?cA=6jjaO2hF%)nI8ThwwWQ~kQQF=gj?xerXH^yBUTKV0`@`}clVkJPd%F4
zGvH{O30hc)-aUigCy4tKxjp+>(JU=&kD1}a5)aOhhGayX*ayUr&mdFdwS&rE$-N}0
zlRg90ZNG4zEiaqVmhY!Li3!UC!8#isw!N4U%&I18`JsTMF5VA*t?S?l+5shsh<juo
zO){LtCG7(u&a)1<Q*}65;)f}a{cE((IbbF{2?PHf#EXQ~6$d~KJ4h|Qq^OTSPgp%B
z?7f3#Y~e$A^$$v>i!>`DspKH|OFnESoC)BO5yEymW$<$_i0FC<h`onk^l%Ga;P%Lf
z;+;LIr%)Y!7{`J^<-Ie4r3H9Wa}I;L^C(`|{FDQ-w?6{*wMT@q0B<4ec()ARxQNgr
z;e1q#wf8%*1{?)df0XT6f&&Hf3^;>kjx=Z^|3{HnQZJ5032E>tGlx??GNl_If#t^l
z{Og!FZ!iGOSXN2~9|{s|dK}<|$Nv>-;asVAA#OEtkB_sbGkN+Ta$9~AAmlY7`H(<*
zunF<{v!Z}9OT*e(Uk}i;6LR7RlAc&mK-njNc?b-SB+B<?_(&^qaKr(8eCi~-n5rEn
zUO>Ch^!y|Xn<_1?k;(KF1ak6}&;b{3&j@0_O_iPo6LAHJwV#Vw2Lu+5>NBK^hZz0m
zz=WRWO?;X*N^GK}b~_E~ozuc9K+QDhGitk*S@70G$Wuhhzo6E{vb7l@yvUYex}SUj
zD$ep@izYmtNYlc`^+!?#5%L<5pU;@l5lB!Nf$X^ROnX-RD8rT|uHP=7{Xz8KXMnCg
zD@@c3XlwS5b~|4eAa>VTV26Jx_I9;>%DS-Xbg5${B;`v$wgW=jW3xNVlow&TVfve$
z6D~uHsib&{1ygOF!Ot=z!1^2naQ>WlQ<|amXAyxjr2`EKxq--r^Fj&5&d~Z|AH~a%
zi0$WrNWCBwGZL&eZl<+6%@)f37lcQaL0SkcxB#f}SK`FLcEn6?Y1POD6Fd$i>^I6s
z%<Lw1w`8CG75J;V2yFqM6M;W?Hz;|giCaomL1unxZmBqGC-ygFJ6*&}fuDLn_Wl>a
zz81p30|X!fc)NT0Oldku$WBB)x+GlX5Q`5Y=C0w%Q=|i;h>N-eT<Ilonpd>6tdn#J
zz-#=l{rVE#m&2KA?aWSMHpt$h0sM9N)=WHtYiSvLJ7e2SYgRP1OnSgd;2i{WF7umV
z4y+3Qnl1G=ge<-cNYE8=Dj$)f<@-2DjkyBq9Z-e4DF$%q)J*wAFoK>Ul<>72gaEPn
zx|!0e_5>z<4d8JA={kV82(;wa3Ne?E3I9eJqwSfQQcEGG$2Y)KeS<3*Y2t-S_MK?=
z`&Q@-vgeeA@o5;Ty}t$3ixtk&4r9fyXPU}SgGqjj^1$!Jegb@lvcktR`OuY+vEKpm
zGa$57LrCMIG8=>R|BXz}Rk4W?W4pLaTBfIP7GDL%?t3Afv9qL6BZ=+42XX0jyw&r^
z&17#vyXKmhzIwk*c-=?7_YgAi8X&(Sg3TKcgI4nf)q?A0;;BM0neC)|9{Dc04*Hmz
z*x<Xd+CiCKu2Ylqq{S>kM%(~o?+vkXvSTu%=}x1pgHwnM|3M1H*PwJ#egO6455irW
zK>!hKLQaM>uA)e;AT#Kua0kV<51SvAHyDDZ-vsE|Z857HY9&8zBC6jlpf=rNP4lE@
zDP-S^_TJ!|nl<+=ZF41N_-$a$-^SHRzC(35UX+oIV8_m!rZ}oiWzst`B=<!5ZX>H&
zpzSO!1?@v`-R_vtQ;qV4+V<kLO!l#NfS>y(U!>`n<t<O^2`Ksn0GG#bZ-Q4M!FL2}
z>X;>6SA+yU2IM3l!T}@@23y-ROIjc#<_a>yeifOfu~|OMYfu&+BoH$BS3v6DMHDY)
z6V-rJ_!C8XY{zBs2fIY{cmhNP5V#kJQhYq+oz#4cNOqHWB{g7*V~e!>jCl&Bs0om}
zfKWLTl6k01x~UNJCo=I*aqyTRHbSx|J_Y-sr$Psuy*4YHH$qa+p_&0jPP5;nY1wvS
zMRmZ6x(tGF+{CnOFQ!_e<qKA%-u@H(9%yDRY|AP>Qx?G1oR%+dV!nL=%t$ztc8N6D
zCwuDOV88db*xe_H!P~M+UzSN%0D*rYIQ->*fr{x4p(!r`Jpm|{5~N4P5}mW9?vj|x
z$ZU8mj*$>qyG&X)AY%J#AUePOSA+`^vUvwc+<>>h?SS0V>5BE2vt7lKi^h_(H8N+H
z>?=HILAUrlEq_o%qNkBL9Fk)J1t)B_v1QrsYop~pn4m7k0BtZfgkr?Yg^2A)m^B9i
z*CZi`2v%E?EsczcacU0CO%rqB>Lw=sf7yIcM98lufGjjuMAWccYY@?Db0Bs@dTG-%
z<fa{q|2f-K8s<_kUs(Xu#!8Gyg4lxB*;0)Xc(o;f9WBkp2L(JdR@o|t&+~}uYYAK{
zE4J_hZLq7bPC5pQ_Dd_UL#HD=t}0K-2@?x`GpYgB=B(#jI9|PBKu$-gQzxmTHF&&X
z!;(LgR>{f!E80ieu#KO>K)-%a4u9-LVyX>@U)ivTmD(ZVWkvR1(7w)&6|dBeP}(=y
zf*oE<^j@v)Up_3yl&zVT!#_Vj9^LE!SZap>_GhY`9O)`1bt9^~T4S)J!sd(lIegKB
zh_UuSoUq3ThKsF%?3d9V)7l)r*#vKdnwCegqy-=IhfIVFYz;_FYxZ`vwwE%^$Iw2-
zk%coT09$>IGs|vOF0~`_I?Dl&TMp*5XP{i46Tp65qvZ#26Y&IzQI6)=lR*4?a`@@t
zq~<$<x*U#~FM}u=ujKIWO^|rT8N|7+EbbtP3A1w?co#(~a|QKx4|8F~u)#9dw@q?J
z_VnaZafC`xY#V^Kw=u`ltKnsNfLtc0<{L5xkWsm@nqn>gKpFXsa0B~tH)!6tA_RV;
zmF3D%UF&X+8(@WyS<O1FLAmPP0cqjE-h70av&?m1w!XQ%EmIUO9zZPgU{7~&A~r0S
zKRqR4H4=9{*y8otXmOtRIkx9Po^0_6822{x&*h(ZBKsIm;Nd|zWCq?6E71msX(q9)
z7l@0!AV*IjM@6r4y;);uxhJ1u5VH=M-@Mp~&DxGEwqv;&i<p?p`*$MVB9W^S%alS<
zMV3pqQeu{<fO!NAJQopT0>+$G=jTe}JOW=LI2raRtQOL1&sM*e%Nr08x!yor_ZI7!
zqKjXh%iowM<PjpnAk$^qII#hfJ=+KD@B8Bw3?I?Fm21h0cjd~*s}VD>Eil{KLQ3(A
zqqSYjyD)vPS$yh7NF5@MzAXC;q_MthxihP+%jNqYiSY9UVuLSUDFc)V*p7BvKNj~9
zBp|6zxf^f6<V)oT>Iy&M;=!l`Tr;z#$gk281fQmc*`+^A{*340@Z(&*oI-@HKM-^L
z<pScH!AUJgbxV*rZU(2Cfal1Xa%mh#%#Z+JJ`E7csm3qQnhlOGm%emF$Pq-^1!7Bu
zRYySD%rscuBB*B|K-*wg{T&ok@vB@{w#F-ukDrLBL&6JE!`np=n;DvCP?_z50AcXP
z#Z_z(?eq9ULGu3@iqC>Y|4H5RU~7A9o<VUG1q1RB5ZcDnFe5Ki>h38Bvk=guLb0QT
zt8zvjoQYT|ZJQ<H7!v-WSerdr(T92RdpIQb2?cp%ggLJ6xRh7JMOZXHk3Z`o!X^xe
znPEZ{w$)lsR<ktEpiwVG;$E0=B~lm@SLPWsslSkz9xjw6gyF5ckmrPhcspF^n$Y`y
z)y8iKjc%t%g;i}Hzvoaor?ms(Qahoupmbi!dgnsEjYxmUtZ@4N&|D7|U!#>zZJ}^d
zBLG_0UT7RcYP8m@@LV3hI}s5Q2}DVxkem9Uxo{L_jn+Y#rA<g!wij!*R*cBXZFXwf
zwCVZMSymL9TYF%awilWRgx1EehBu--r-RUiC2h~;pV1<}D>{If7-cSe9xK8z-_Ou<
zRut&#I^mrbnxA976KnI4)}VH~bOd5UN4%){69fu*JKEi%#fAqV`?Ku#%B69pP!7?+
zltkk#p`Ws&*o1b=PT1r+vL=iCmj9jaPCzY%57FYK(bzlR;L_NL;_(=<02_Me!`buw
z^7-wCVjtTXkQ1GSdaCb}Z}T7h&1Ga_VzBTu$`lTa0sEd9rrM(IuC!l5``d0p7Z;wJ
zZ_dKf^BoLsDcidMV%Ak?hzZm3?OAp~K3_klggJEu;)AYoD|2TQROVJ`C5E^P<czwB
zw;pID0{0);u<Hio+-^cqQJhw*@}&VM1@-|VPa!bjR7DJ|XcIJlK7b&|raM59u{f*>
zVzu}3t>D0({1)tkP34ApypCMw9>S$WoNBu?8laE{^Z?>;53Kr*7!iCcZhyYPMRFdA
z4n2i5OL4XN_dTI^PXKrH<TnmXdBn$BgYM%nB5h-ZYoO?V<xYm#ii-s~v6s-wAu2dM
zc|w6fV*W-VIZn#Bbg(RCCMOQmYjMII1A>P$;D5_E=!SnrVrVb1s%&562P<1mRxeO>
zeW*VuZ&~2Vj++=p-?29URlSAVUe*q+75m4!z@YQmiG*VxY|Lt9(0+ZuzPb+%2H>XO
zv!JD6&Uc`Es6VEhpDaW<O6d#s6Mco7JdCPZp<hcjF|xp*TrVTmr=M`4+I~?kEhbVR
zBl>}Qq@S{4AQZzp=>=q>`inPojKg+7fx%_kr#}#%_801I_bx3T6jK!EP<%L0s5wgK
z@r&;a;g$>l<PmH;!8XegXV%nEE=?*ZsF%o19w<~Ig!1o7%pC~C^?~BxJ>hD(mtkSP
zK;3CDOV|VJly4V7S&M^j3cq#`s4i-;s|DYx|F}>C)c_T%g#lpF)pA=_c%xieE2eO2
z5NScN7!2?H2ZKF#q>%pF>-jC={NDn@k<BGUe%A;^5plG@pb;7m0dedQh5z~s@CMPb
zS0CFc8&n!%UkwquucC+L@Ws3P<%V6!O+@12#lAQDVR?Il4sd8Z$XgSHwnZTf`K5pl
z^C^q_6MzUBD)h{hl^uT+@B_7ph#3lm>oBotsg4!|xMrlnXKW05tDs>3Js-w)?UObn
zl4tYbV9y$^@XTsk&oXQcg~&V@j_q=wGW*ZbK4gTDeJDa_Hpyp}^yUc#KWPLYk4K=_
zSQh*DJJt6Z)hQ!|Zmnj&*5IzSWF&~o#|o<qEMfAj5Y`Yk%fp}@br}WBhEYn!HvS!E
zJ2I_C3nL;S9P2TL!+7`6fV>_pRCjErS=Q`z(kz3EyVV#V^2Z1l9ud2z&oUUCE<@tR
z7@;PUCeLzXmvY}Jj9(C$I~HfHJ;W7=_i@H{8#4Jc8CD={D`xqz;^njWTLGm0Iu?BG
zA1B;DR28%Myp6;!#)0_RB(VUJ4rvF9BPUW5C!p5}pyG$PL5*hZPR?p6EyD;wAY=hS
z;723{NcFv(a$;O30kdtAP}B8?wSLN2PNVo?qSzJK9?^P>(@{Ij+>eQ@#}O?*A&X2+
ziQr-BbUq$Yu}G=!Abo!l=)WalVZ&fX#iTPdNqviImt;Y0@_9!clnm;7f?Dp!q)mI|
zwG73EWMO>HB3x$o;;o6~MwAy!hIOWYU=keBcXl7vFpF6^NkdGcR!s)#WeOB3?(+m{
zlvo&~wwwa$oK$FSF9j9C_;rr_1d^Z?sQ?vC73&3pfcbRlY`$fZkm9L;JeVqU=EWJa
z`OJ;P=O|vCCay3PMX~O@Qz7}mG>{9Xv$zx54q{a#VpZIjjw=KF5fzz!o(`yQhA`48
z-!$9DX=q>GZxFCC4S*lggqpYAG}}+?07!g{;)--(86#oWY<})Di5t>EoHGM2eOM#f
zG~1pX-9KA;a!kmI8GtxJ?6e6a;r4942?V}=0X31qicU!bX)=A70Ul0giPv({d>a*u
zzcJh1dFVi%Xu^8U1Z?3<Xka*V=a_VuA~CCx3ChH^J(y9>x3Q&=*xS#w{Ma<YVB-LE
zt{5XOj8IU!|C%lB>>?&83z#}!gdI?rs`}GfGqLD>FfSh2coo1I6ybBcq|1+#kZkb$
z6AX@NEr}v%3ZK*3X(rDRQ6{-SCFF`Nms38x`4W?a%xhqTs~wX8A-OP*?sIrgMO>>q
z;7s5f)n~NB#HLGjhkUTlHAqS9BqrT8iTMDTZ}Wv_37K(ZO-W4JnLx-Nh{VlRmKY=h
zUi6&Iq;I7Vc&7ls<XN<=D;6z*^;Hn8P3b3m9zbx;EP$<ME2~t7+bx~LD~(`}*#MW#
zfs(*ACSF>m@ZpO&d=o5jTjl`Q0rn=I)5eIkm4mglZ!X(?1!^n%${Y`=Ya-?3T=0=t
zgm+_THCN_%I>}9sfEDuqI5kfRNEZ|VUn5{WpPjg_b!7?p@Hqi-U_`3td{7U~H^<%T
zkn$^Y_&k!-bEtM+XpTohklM?zb0KKJLV$)W;^lt@rn^~RN!vLInY0LyQ;URq73PAi
zGM&p8wutx|iM@q*M-=kO+BwdZZtaAeDg<O`5l;I6nLgKsWk<|474K^aSd4W=;>vo&
zjJaN{@uHSbw@E!+1pY@XgG$0T1UTZvtfS{Th@A{^>lXv3S|SvfjP2|(S9<nMT*MOK
zwl5X$V>0;9=(*OsdnE9{QULoc6Bdsl;qtN{e5wJ4*ULc0N0jgY4tBfDm>VQsB%~ff
zwP885L;4tT$=uFt(q(DO7a>LO0pk8XJm+zMS}GEe7VOx2bNTZi;zHjC&KH7$ha|-H
z<;f&DYB|U!mt*6E7s^LlSWDX*Trruj&lK7ypNNwwdIk76w^C?(=!4aMKG)W1sB~Tr
zQLmBe^ufO<>D_ap`hNh_k`IJZ&mL{ziDB`Jhluq^gnuXwT`{(#O{@*i0wFy<1jKWt
z(26KQvA5@Xij_-5_(~v-tYmM$k+yJujJfk!#kzkhZQ&+U#413?6^l2E;x}`>oQCo~
zl7MFjM6Q+r>8Lr9<5q*bKp}g{C$bQ*3V|~Uz|$$mFovs0*ssC4=^!x|<kM#j*pICd
zW-1Zx^IVnUMHF|f#X)Xg@ms*;>DXGZ4=y$r-%n%Sar4@WozMm>g68Yk+pF4MqG>mp
zlGm{z-%D>_kSS{&gmN3UxY5Igh@yGXaNy3gY4Ua)qL!}*>g0Nv>ICmLYWbv@kSmA`
zE5W*ghc4H&eCrR1lS@GSu|)O{r;uHjHop<_J0iKI?D&uHo?P~6=Eou$n0!(qF-uB;
zc~FXtiXX^A_UCAy0GXhhEM|gTTs=?PBt}d|88Da2@Tzr%jqLNJtr63(WIC0DDqghE
zncQHVq<)+9zNjy(z?k8fkDc?R56+Mp#z6gvNoufbMpmZu_AViRAoB4BK4iPW;JW`p
zP9iY}Hvp4W!PecBb}x*?#C=;~E_}c__U$}*t0YN3Re+bYN>+SJ+lP5LZjjalNrftc
zH-&Vl4i=jf*?o0jPt@TM815ktSqFX(AvFutn>y$S@fc``v!l}Quc(f%WIJzbyNR83
zE++CsB|Lvlh25g{p7W!`9*=}emEhr?UhJl_!{&Ej-M!~as~g0et^%f6wK;y#8@`%^
z%&tFJYu*_UV_OZ3x>{&pfOHd6MdElA?er}9fwmKCbf53QB0A5Po(B=)tq0_)UT6TZ
zgXc>PAQY3|y#`cl0Li~Vrfnz9kCqw$>1x!IH(~P}BYtL#>~R~xzJMM3Q9INvAul^Q
zC6)InB(FmG%to<gLa?2fW!8MYCPT<oL{@(!HXil-)=ZT$zjgV%9lWzAs_G-4hHnzb
zh!OX+@-BI6O#i`6I6(AdpvXImNIA0!eD>dp{j4j>F=Dxqcyu#}d0TK5gTx5d&3c1$
z;SjQP3m`FD;rKIcoY<MzVvPE&Ed0K9xELClc5Vgq)W<><HSD$aX9<tyTeHUd(xpz=
zrfq=T+V(DX<m>r-osh66hy`uOI^|O&vd3%(`)}LD&V)z9m$C?Xi^yjm<JiKL#i};Q
zyIa4&q`Q5>7Ce-?5HbaQ0zPz~ig*9)pW$SXZa+(J%MxO@1CTR2#33Xg{5=&?ucEs8
zQ=H4Vvc{jK^L60kg760FryyeMqB*i{;DS(A-)n)BG?FLCXeU66cbnq|H)w()q!O<s
zLY^bCbC)>e<%ly&ieJ#OP}s3R+|gaY<?R;l4F&0wTU#_+SQ?m~4u8{Uz|Sg6P1clx
zjMToF`MGmTOF+7S>3ln{S+nWOrZ1!Sa?`Vs{?yl^Sz!7+R42|?s%vCbk80tt#Y*`z
zS++rW{TikExvYMIs^fa4dQVp2b7}BcPp?$FIY`M0LN)s`sfA*yC(3dd%H6+LdOjtq
z!KmgvSE@H;wFcF0&5ac0VeKeIya3fy8>LzpB+FY+KH;jA6J)gv)g}H)b-JvcL3MP9
zQe7{rzNkKnR;ot?wGiuR1j=9ZP|C+;&#h7Q?Wt5R%j#H)xSvvOl-0hdE*qg#AIs{A
z=FJLWDQ>h<{#}-%&~y8-O4Z0oD$IVUZb(w9PO`cO)vnn})m>KKLv?g6sD)Cy^^)b~
zD8E2iQhj8#3e{10N_C8^)}s1!nNodER;Qq9SthH6rRghV`74yu6mn_$R#_c{YOAfX
z=hF0E&Qf{oMAhVtQq7W8OH}8(7%Q^04Any6N}Y-Fv9?ONQue$N)lKb`YMrdkL3Ke-
zrFuzL&!Kv2kW#gFkrLg#5an)ZO1Y0Lw?cKsa-}*}R*#V1^-48UR=rR)saC2>WpxOu
zgSQ$NDhi}bmPey}cc;?xep&5-YLAmj^`fk%p?dtHQoSjwrKoDY<7#2);?nd+Sq?#Y
zha{tF;wlwadsOp&;+|1;lGQp?wGWhPcUk=i)t!GT)pS=2xc-C|FahNw=FJu5u~PP2
zjw*a4U7@a#)m5nCm(u0y<$to8h3c8MO7*s+7N&oQGJND&;rWRqrw>MTA9N#f&`E8i
z@|cCHDO}C6dP-LNqY9rhRH%Q*>Nr%_6y8+IZQZ1x=>u8t9W#YzjjS#~&)02C6zW=8
zrSJ6Yg|7|C$@)ZAm!jVX;euKy+%*4^<t`}0r$`i@1Kp)$O+|G*e4;`QI#yOMp}GOS
z>maMsWOXa5@ZAB0x}Z>&3s8o0`W14Otoox0hs!I}-LiTdRXmhkj`*Cc?nf2RC70C>
z9zvE1;r25ZWjsY#mXkyo)YYiMS+olEl&tna6;7U1sBJu@(wa<u;Yd0;<o2?P2W}O@
zk#0&kN0uYeGn}`j@O)fWd!d>N=MBk0|17I(P=!-*6sn1rlq@<%1y6vPzO0ZBn_Oj?
z&LDwPR1}`WWi=dw#zRQti2KQEEUL%clxm)=W}*s*ILLkr(^ty!XDGt~2(p~MTUI|s
z_3wD4`njwoq3WNgRNu(zKvV<aU1T}Yjw&pVLK-NpM|n?)QVt`T)B~vg1aG&>p4GDI
zhU($}Db*peO0QD7!mF6F--)t%vUwqRhIc6ya)vBJ*Fi5dD%1*DEkU*7q|$GttnNbf
zxq-S%R+piQ@0daT^A>Pamg$Wtc!f(5@da6RLC^5MltR5Fs|~2Wgx8ehklTApO>a1=
z_&$WF7Q!v0vn=mJ8Qy!~GN_5NN*l^yv%Nx{C#$p@8a9+G)D5ya21CX@(Q>kMpcaa^
zpUo)4rf7xylkE9(R0nw~RqwV^p58|l9%m~2M$4)lsz1WRKRM!wvRask@{Q?AIZKw)
zQC$Gfe`L>#Wz`2&4|tR!t6OB1)~oly(!H#nlGOzCTUP|j*|K~^mT55-7lmc@j;y+(
z=RjCemDOjmN(+5Hur4X9c5oqyCA|UtHirc~QVa8O5aA%pwCt74Wm4P8>NNC>%U*KO
zJ!F*@f?(ZAp(e;Gt*5|(k3ya7TPUR~6obYE6*=g9*|RmO2Vqe{R*Phnrtf-KN08O^
zvib%3b%Uw8tX6Z?KQNu<zBt#G<bvs4)y)c4HP3~2sc-_k*q-IR)V4K-zZ+g^-HrG9
zvHdT#lUwcgvuGByxO95o^aFm(_mx)F`XpGUFH1KNM!(Yf8lUlF3twq{j2z(HYpuJ{
zWp?zHwo|{$n6e*Tnl)S1GQJ>Jm5`A-Wm;<K^3wF=HXxAN#uZd6REOs$XHH4Zosx&Z
zW(gSAhTS^#p|=khuSv!#aIG>Oo|2VK!S!&%;Ml^~T2F|&^0hVy{(SLTtAaldUTZzz
zkLeq2Tlf<s{L#DtGJs{g(S{jmnD&h}3jSPrqit`l!6aV^VTB$h-Zl{DxN!JC83%{4
zH8Fy*rV|+Rk!;?Md5ksjWvl+twlK<PW&dcs;Lm5mpKt%ss>}&{7R8FbH*v9m0L#cP
z^LVQbF<*&6tn18FPd-$!thd@0f~6`3zN2UAg!G#(K&)g{Zy}*8+4;AS?3L`%TWvdm
zwC&Dv{`$}dNt2#PmZ^2_Mjw<-*L8s3N?o+M6-IHc7u)lrsbkp_okQVXsKRvonZE4(
z()1(vzoYzrSiR{&9fNiT|A#+BIy*x^Fb0MltSy=~1Nk=(a8n(YKn;Vz8>&(;V3mWx
zu$I99wF(1r@-q%<5G;mO3I?GnF`6p^@tZpjwG-4b5ND{ek;o7X{t{6y7~Yc%Uf=>R
zcO}E3LeU~6{-$8)?*jn_V5q5H<R?|C`1gW@q=tY<E#ahK7#_wAS3rVjlx>9!%63AA
zkoI^(rY2z;L6%?IbAvCqAP|RWZn!HLEF{CTC?bRwgh@393B1@))uUluXEN-kR)dDB
z7%~XW2n~h1K?6UzUEx2}{+<a2=kDAv10*2MN(NhSfk9|t7|031(7zYBKS0AjkOCmO
zNruI-WZ2vXM6n5?0rpQUY_5y7hHs5DTMIo;NAx^^oo}uSHWS^in(M*@cW)MMq6>BS
zP098K55=og%+ATWHLG#5wz4mUcpD86R%4<Iaro81M&7(wt(&zM`G9Yg$O)LvY)y5Z
z*6^hjrLCK(&b=di1V&+_P;92ccG|?$%+%azbHlUYi3TL#2Lp_)hTtsz6m2`$K2u$Y
z(GJ#Vs`IsYBU-(gm6^`p;veb1-OO|$7BESm=-|@}X1ZV_Zw6KmcCCknWh;o~wNiB`
z30rMx2iE4Mf*+V-LiMt@X1d5$f}4`-!-oE1;X|3W6iFSD^I5jJ&fD7JUpAMLgtcZE
za7#n!qPZ^A+Uj36H&$%k(z-M7{-QP!gYQX^+oWV=&VqtU%}hz<Wff?Ev9uOCFEhal
zThl`4A4=|Z<lTC5RzY4~8hlkJhx-l_eFtJB6Io*moyt1W&}MC+^Kb|?uu*8OnNf<R
zgEOQw;@_fENlvvhYVH25xv+L>Yj|13LTA!3{NJ(-yakn)8m8_Lrs=?w3E!chiWHOi
zGbG6xK3_n#O_=n(%%P=D<<P^xM#=PGMr&<dOKd+f#pLu60T1+qK8shiEjhv5So{d9
z7ObYFu2n0A6i8C`NGmJW*ivWWFyP<55edSO`~6$<V?)PS`D5J=5ycf0Ez7dhMOqIw
zwC%FgMO$nBW%FY;d#tQ60=0ogNe^O?{<gtRASQ@n5k_!~MAmfNstv0>WaUJy6+W3j
z#U&8zSSv^Ze8E6zd(%o6Zavh{2Ao&P$6IVL7x2-9cW^J(vfj$l1+Q5c<&l_zDd<Eg
z@MMvpOC4G9&IK*mH7lKEE7E3@=7E|ArR<jIb13?3%e<_i^Y}?=t6*wtU7+=khPK7l
zx{$(o{%}+M0Dnf|&qe&n!JqZ`vk-s!<Ii6F*^fV~@aG8rT*sdT{HevC>G(4Pe|F-}
z`}ngKe~#nNQvAusp9%PL9)BkL<9Ku<IuGK{HvAcjKRxhgIR2#K&sF@nj6Z$wXEy$9
z#vcv-#NkgS{tUvO4fq3n87x%bPZ9ongFlJ*Q;k2L;LlC?@k~F9&Xf3a8h(l=uQH#K
zF*Pj%U&D&=uRCj_o8!}}S%5_|wU;_>dFiUQ%x11#TkFzvvh`LcfX#{R(b~aUZvbQM
zb>8^*P<tIL?gp^i?R8;6^jIbgZ?xpPAi3g-xNSeV>N<ANomY8N$i38=5VBqGtc;9a
za5dA>UIoed@Zb`H^&X*9`4F~P%>c8Pu*7Mp`9p-4$bd^3AtdL0@$bjr50iC%gf7rh
zkFDkWD)`aY{WC(B-4d1TMBT`i6tW*?mn~jx?~3+Ei8_Cw7zU`-5F@<elc;mFamN1?
zEG$iLf(J+GHg&N{y1-~vnJYY0!GAEAUuB(`ker(ro|u@HnU<fJNa-&u*R{t`_m=BI
z@$a2-otF@Lrg|QP-iCP}UFp^wvl`5VENGan4WemG=Psassoww^$cDzW4o2lD69Rq8
zblvg)5gT-V_;>UMUD$+AFtbf1@I$V*W!yD@ao5ca-1S1sU2Q74YgH9@>8nLoLHf1z
z&6?$xvdEm)9(8Xv=v>uKm}9GdXSm~CT^Oci%3WO#A@#oMC`f%&iFX~GHC(>|mTs_(
zMXS3nXH6!K?I`bF_jEAYMf*VYsO79E+`)_NS@(1SEyzAqy^O8<S=WXo#X4AH1ZVFF
zh4A{GuCsuAq~6JL?gR4MOb0s?D*hSwbsZ3{xv%Stf3L$|A)fEm_m;EbYYy-{Hr>&T
zJ<&MYP>h2g=(-@e;(@N4CC032Wu$R7A~qa}@`t);1Uf&|b;7?n4+Rf9AL;_}|5wGo
zMn4Px4-x;4{8>ov2S4i~kURXdu5%&7%DP$uKjgah5qI6+!d+uN<}SY-+%<V8cg@?y
zUE#Id_0t~iVtcu3^JkK)j=RPj#OsqHZaTzWn~!i;^JCnVF1a#~bDP;o?%H&UyIP&*
zuKF*y>yIzFtK$XkI(JcY*`<GTi5piopsUXK7hRPZme0ngy0Gy<SUz4?;D=l%Bv;DU
z+-CX>cWskg1Ha|AUnE!UcicAYD!S@|e%C$ljHkxsuWkoT)P8za){Hznm?tqmD={xW
z8DGXDJyP8hbVor?%S_2lotc^m-$_>>anNod2v*zO#X)HIW7LUYffwPUTv~fkFv;pv
zu-FK}Wap+P=B4HrWK%=kV^>MN&jq_m56t~9c9ql#nA=x+btTVhssB@Yo}HRXp5dyg
zP;Z2gt>utYvSz}LTL>uGzS0c?Tx4JAj(;odE2(2VCfaY<S9+rTm3?I!6-Csjeh6XN
zieY8tK|ZBqc5GegR~Uws(&sk(kn7t<?yC8byEJ#XYu7#QvU$K=*$=tv^3UAW{uk~l
zdCXmZ{>oh=f8(zGO*ko|h@F4ut~q~j*R?;n%kmj_<&dk+#-Z{{D%<OkmBB(4jaO$u
zR-M_?Ocy89Oe(LC_LX7}QK0^4Im=q+LRUSjYG2vWD;RSg^9p{*wfi6LN;NV9Tiw(4
zmFpa_G?xvigol~|>@)b=g-W%HIvJv}qc>T?b5o&66UDb$NKR4D0ohWJ^LWiN&w-Ur
z{Rvp6UIjo)0mx6ANw-I+`8Dctu(uHGQ}V?IyFpz8Rtu3%o<>=lKd{ozvIeto%My}X
zQ@3Mar4g0LuBnx6g%atbo(>-21ayZsbgQwLRv9EHW$L}4__5o;Z2~ZB)23C1cc6U-
z-EAQ>a$U9Ou4qT@s&L{iKNob>ot;*>)fPj@o>Qq3!uC>oL)eb2sAiQD^}?Ucsq{kR
zyE&B|qACAz>fV5~%EoW|gcr~)R?KT(^#EC!Dk*RXMr8<wkukT@MTlm&It55)IK`)p
z3q`YIZYA9w8s}E}4cLMu^SBM9kz9k_xa)Th?waGpU4wkMOXVlJ3etOkXShjbnYuaF
zO`ccz*c_uzSW-#%ixo>MX`r-oNu>|kFE6PKcPzs=55jR~>EtR3MpvD~(#lz(s<P*>
z_W}R?zs43DcMFZ|%I?Z=4AHo@l7<06wL;+y693Mqt#lRokVoogPyjZ0`Kj4r8$_pA
zjxW^zfM`u3jbOOOj@MQ?yJ0P8+>A7BjexQsDl>HsH8}RPw$f1mVvIC#GQis@^WIY#
z5OfAJdp8`iNUpykxyvnzyViC@S6$AY%J9DIk4T*ZRnzfjLPndORnj2J^Lb?uW_aN9
z%D^y67eqS<qqU(+Cp9-5de<pwDdOdz8EmAPiLwiv3+Yb%>Y?YA0mAKlvyo;y+}^XJ
z-5qVHx7U1Pq}heE12g((m18%-SZk!&hej(N16^A}(P`?9G+(0Fii^3)nQ#g+Br*9#
zW$-Xx%=oAn$QrqxO0GY<aNB~e-1V*GYSW$De&Mcy^qHNgjoGYocdGm2MP;FVAzdCV
z)UFV}{nWH+d1>=f6DQA2OwTIF%}j>3=16x}_W<33dh*1X+1wnb&IYqtX6kJ4DWZAm
zSzt5IOP-Y~8|SKvX!skL-W~Sqq|?rwv^aEmV&=+vb7OoT?i$}0U3E6Cst)*KZG9P0
z71WXv6O3~Smh{YB802|IRyjwJ@R!C4iV;THf$7=M_|wN?*j)y4*M%Y6bz&&G>e3>s
zE|_50ouaF}gnO*3+5=K=(=Rt`UTS9VjO4t$aF{4iT@*xDg;@5*AfJo`?|tibL{~jD
zbD)@w)M3j@^I&+t5cUkEpQzi`z3Mv}W)=>va>5wc;3^L_p@Y>EAcmF@YGPhiZhk5p
z<45*HoX1ew)v&WDJqjbbI-a|NCURHFBy`oi9b7etI#P9hRU4sP{9#NCW9(6$bjMzm
zUqv&l-T75*r%((l)z2YjSenV5lA4>C4Fi=lSOgPdf2pzKMYjjGE~WRw=>M9`T}P*I
z*9X(NOP|hN`!di~7hO=*riD<9*6O}Od5nOaPU(9fu)Os1;KVsVf>%`CriE1x<|LGv
zc*|XsGpsn}=fW%w(xyomXfO|g8<ib~xXS(=D7S!ayP)@1Z&}VV?|Z4}l7I88if#a&
z&#S2M^m$%IecO!ZRWy38dS2C$2J+C|Xx5a!sB&PxJ+EqkHTC!ND(YxGUx;2`h+f72
zuM_{)y{Pg>{`QM1A8RaM%`0O~o92*6C)O~=i)Oh&e^*5oR$)=D&xdj#*Z2bN`dxB;
zFpJw%v$?BIat)coZFePC<UDSRoX=fN3%F~_BJOf7!aEH`9JYkJbW6F*750OrSJl1x
zyXqxubqZk5Q>v-aw3$*JB208@)jup}wco28S(2T%B{JDls;S{sOsS?at)Eg&1@Ta{
z+oe|1Or~pUbpSO?jfb(OyD@8;QtiYptyEcHAgfcWsSiGoDg<&HV6?ZGS{+qLTh+qe
zhoq6qWjS{>U%_2ZB-gbMxb5=~xoh`I?%KbKyDZmm*VMJ#b+VYd-e1pMdrC~u$&OF0
z9&Y@XKU-YC5nk&`uCZgs?R5TiNz<y=`?IFSHMYznsm7YctgWVj@#wWeDHN`)rn~9x
zwbjwWymFuV7)vUyc43}>Z=hD;Ra_l|c^y|=9W4~{59$ZYS^Ns`Kuh6j{8{}Pu4L~R
zAE&A56~@h)sav3dItP6jr0y$hQYjm_Yo3<7W>j*QS2cGX)^k_zM(!HDiMz5kql*n%
zS3S@;c)5_<h!ZuvSVEr~hyClTC!4VI{(3hS;TIIa-bB{;u(3&ccNVItabyW;dMB1V
zt2(9baC!BI_AGs;F2N%WPe0Ah%1F*n%gR*2AyP0J%~ZjVH9t8wpFIuL-(s~VVE=r~
z;c8!|iV14T4qet+vLB}DY}g;uBHfwA7ARKzk!m>Db{_oKYjI5*b|O2n4ZFO}3ikK+
zvNB<}GHWbZ(inZHAZ#3?@5CBTRGF~JE%mKgm)b)3*m}Os)K*SQR<5eMDuv~^IC!w6
zdy7p>#)m~tWb3wm;={6wA^KmFAS<fJ)vfCmeq3E<Y&s&hAT^ZL?x=QTVV_oa=`}Su
zB|j@SF>PvMW>$V8UmTwj&_xv$9ueA7rT7;Bc}<&Akerb?GkFe71v3DOOpRe<KCK=N
zk1p>_h;%mx6UI=t@zd%-#(t9bywr@TII>EF8&7^>8Wbd?Ix{;wEpuv1_GVFyFSFiV
zJ&P4*Z!~rKZ;aXXf{fG_)tJYMMV^?Pj|ri`;5n^ocsLC`^2SF@496L0K_13P30Cz`
zs%&w;g)VI8hL2j5AFDF;hcmkIMVdq&Y(aKbCKN^{FAI235I7vpOd3_`%=VwI_Gg7#
z94y(<-PQe=d2O{dOIuQ9*{!=OQiX~5kBoLx#{I99fhQKzuUf?lvrJ9lKJkA^i&U(s
z8EI4he?#vfBq%#MH+iO99K8Nm4xCBp_kW6$U7iMyecVPv9Td&2Her^l^%ktq4;nc&
zFxyNA3$`Xn-!k(*3ZVP{ZxVx5k>L?7DN9pQr>g!hslhlxRl|e2v}D;^s{`4FB)ttw
z+5z{vFE{GFnAIjo+tJ!;=eCp>G4ubAhR!zbt8!$uTdVDv^`7ds=HaSgsZ$D4*yugg
zF-$W_@5;t~QKh_qp`OfJ@}3|omsu6VWt>@2W5Jr=skW;-wWnGOXFp4q|NQAS6Y4%c
zTz%HjyC5%>8d+9`DsXaERz^@4h>Lm;6;xyX^i*d1cA10C?BqNZT#L}NB&SSIol;kH
zx!T0oQuge_Y(IsoS6{3*tNY;V>R&Bb;+`7&@z8vsnJaUgir1(LI*33)8yqgT15~8;
zDw^def}|FPmw!;*>YLS1;5ZbXsk-+cRY$`6FZ}-uGTDvYPOGu2v-zibPYdSty}lRw
z@MU!dvns5yXY+ok?#W`)wwu-+G1q$<8+z<or)sJH%hc#k=47k)5$-J3YB+P+Ru9{e
zaOpD?#^@|zeOup_!c8O=mYmsYkG7!}!v8huN$e|IeV9NesWV{KGO4YvsAj4+un0T7
zo9PA^!9=sjbiYuS?9|LD@BlCkm-s1)O7%WaV^9rd4J|9|go*Kfbsd=7u^iJi5n^x$
z)i+s#ojy(gZmWL-Ktui_{|`-9jP9xW6?h9`ix2w+TL?Eoo%$6^u-7}aq!E{$k;d1E
zW!mdKgb|p(k){_;q}*7-k=5=(IcWMAX;RrSdwpAB!ZyuFQwS5bp0z#!gD6*;#YUP{
z=&NPil;rIEv{`BS@acKF?fxSO_OdWc9WE_r!H};McAubEPnN9q_Y4)%t*J25)S|VO
z(w`8dX052Xuss0*F1DhNV@8^5=pzWNAwp(u7-@b(TU)fXW=S>vwj6(Iq%koD$ybni
z{^V~jPCm_yHNL2X2+E|h{;pO+F8z%)k)W`4tNmf7irLfbH6jxfS8|OnY+c1cY&T=g
zC>HJrcl@N!e4Q-C^o=prj7Mt+A!!qhHIpzF9~Rlw*NOEs_O%uYH_2F&Z@io}bn*=n
zOMjNJW;VO*s27LZbB#62nT?ZP82D&DFxHf^Ax`>mA@Xu#%_jUWoH6O7hqq=hL0gP9
z``8gDeHb+*&3<FeIm|}SBfc(THlhR*lt!GNpBFpc!_UlG$n&?xnp>Dowys5mFSB{!
zYspKn(O7c_l@P&C;vJrYpNutsLk@cQ`9+CE3d4FA9M*S2v@HvD(K`vH(5AV@4+T$V
z^xW5zWxD9iExs}qY+lU!fnOU|)W+XjD4B@nnl8;@kax!~Oe~ph%{ATG9T$C=5L(aX
znvob9e3|iqpC@aus<07+(akmaD6~f*N+^X{%{7a`#)kgr=UymOW}slAL1Hg>7bATT
z4iX!;ahJy@+;wFKcb(kHU2Ar8*MmLWmA99>#_i`Wn*-c+>Y(T<Oy7H$8w-ze*Z0S{
zYupL$VyCz(;xu>N{ervJpW&`0UvgLUdG6YBfxAw9#a$0Cp{o${`Lux>)2?ur=QrGS
zL2@1Wj@wpz&t0>xbJvv{+_n5BcXhqZT}F-E_4W>TCH`mx8>6VGul~f1tL|}Em;2lm
z{E)kz{mfnWe&Me8U%AWeH}1-R%3UUZa97-4+!gtpyKLXQ;Lgjh&{em?O~02O8zv3W
z`wBg<k2(~ZkRw~{SmBIwkB^7wiMT2LwTssaleTz0J%3A&*AGYTc)Y%Y5W;5lX$T>Z
z#mx<LVqdKabU-;cK@V@x1h82NdYV^nPY{Cr0sddu<qf1}C)SSHTkbmC%viK(jJfMg
zbM884%3Y^nE-v^Dg~zReYZpvE1(!9ftq88ouoNt~{O!5xeMlPE>>%P{kXe!o(l5U;
zVwdY{qUsuk>aREnd9tC^9uF4hUO~$Rm!|7!^7eK*&vlYImvWu#7eou%>1q0qo_k;#
zmu`s}D~8oT!Q}(9K*4nu*2D$ZbqG{&ZG%}gxeC$;xU#I?H62;~oFLaapLG2hD#%|J
z>FK#)K%t&i{>K#RY1y~9P~QU!xS>!VE2MdZItfw~#THLl;|m9!>+R`QsGh7|fm6nx
zf>dllk=}OjpRkCLJ`>Xz53_W^)e5HAf@>g5z6IBP$d=$535%nGYaSE=xeC%(!tzNz
zyPVRob-8tj-!|LD`qn}+TB+?I8E!1nr-GgVbS)KXKC4t{NEM~}7-6I_L%kTf{QTem
zadNv<T>>d>m=NrcLO0o|_<!oQu0ht*>7A~!NbY(L%~Y^0kK(R}P&9%qIEK3pLGcN;
zHr+*6L3(zCF^gEY-4PCA4e3(%b(#JZJvnIDs&6mkqK!HbauLDe;zHUmRmmDt=2aUa
z<}g?tD{G(TggDd6QqeYjPpps=+k}cS+OCfp_&+eE&%wfWkK?Y(y}0YWKHTNqkGqQd
zbJu4BMOVT9*VcK*MRBwbJVyXUrAZY*Ktw>`XciO|EU_)8kfK-t6_gdE$f?)>O)RmY
zD5DtV`f+#m7&nOp)R@E?jp_E-VxmTUHL*nfJu|b<z47z@{@U-(?oOX)W}caORvelp
zEof{gU=`u^uMJ##B1Cevo>#0NDeSV*oku)X$Yiy^^QUNEGU8dZyb|&bjOx~{h#~z7
zV`5o!4_<3vE7wo1HKg#0vWPAOlIky`{mFaR8~SkXHVH=fE}E34#)8SM#j#8icItY=
zApZDM;RrlV<&PUi#0GM&jtV!ytK!tyNV4_@ufL~nGz_8H<A1YZGQBRi*^ol7`))Q2
z;T<6;)3agxb@tnsPNex#j1$S|($R~)l76e<Ef$<=mO?cfMn0t9!k949e5;{trMCc?
zbev}Jf^?+EDx{+$kg_t796)^WFGAi$dTS(7$S9;MSx6OQkbWDB<UF3y2naYj+wPcy
zl$(q6)kLI@kZvCE!91kcDKe==8>FP1^xHMei^T7VO_A>X)-e4&2j@^Sp|6H_?t+&P
z47uHjC<ZG#wUURzp~4X2o~j8WSB5E>63Hc1162)jEmgxZcv-5Z2QRD@!glz)582gy
zBde*dX_^W2&7w5TKwbpi3RO51f!hXUCvqiC!_>tu(zt(V{WPoqKkTP@i+**spN17=
zkN%pWymY=(sJ!V2Ofw=5eyh`8)3&m#0Fu{-mX6ajq^?Csvx|{#l_0g5fh3e8ja4IU
zn~C(tETs7rNdL@5da{5K-R~PzjgFlcBGoKH8ux)rYSBfc;y2Tw7EFb|rr9H)*{hUR
z4%9qwair5j@}TERpO&D18D2a+k7-{zlKC$-wIU6-wj>e_Y49LLPa52$2g5a?Fq7>M
zDy@e-S9+5*V_>3t7$gqqo&`$7`vI;_WJs1~G%4(~*_UckNR8g+OrG>y=|-YAXkf=s
zmZm*%9Ig5Fzrjk+Mr$U#Ng97@bS3UHHGYBl5hEs+=fZx<$su`VWiVHT32^}!md@)H
zGM7}D8bU~_TI19@q&OcYvY_1u*Nisc8tl*zMlPFOTM&;bo1-*tyyi~_RtE$hwkHAp
z-x3G?QI5u+&nRIV0$H7-kp~S~LOIl=1hVFGTq2)E2r~s6I7Lz?f6}xy&QqT6Z4(ZV
zc$h^DIUvh&?GniHHndKJEko+H94Trg($Q5&U29}gi^)qJNNJQFG>mDX!P1#rO-Dao
zx7!L~5Ik%ko)+)JUBU&rF5pKlzZ>6<*4JJYnojhZQ=wsteXA-op{ZqS!R!4rGQsPR
z#?>K3ZLm{4(&J4sL5-=E?p0{g+fZM7FV?VOz|_T>9`s(jSQAaJrx$CWM}@_M#hRG@
zy|%!&!89~O1JY<M(k&fQu^y?LK_(ccz{j$DfW-Hf_Ab$U3nQBd@?pKE4=<!Z0e;e3
zuL%atWdf50EjMY>=qtlEX}Wb=Xac{6)6nmjkycxfls2T>TV+y<?abs%v!**K8I$NK
zJ>R4m+mZL&?y#;-Jf9`-O;&3TYWj1zpTrj6g0Fyf_US>*FkTQ@LLRFu30o68kebYm
zKHQHf!Y0@T(LJ$!-Hk+Nvb9Mwl-EDKunS%%YjP9eAEyfvy}8dH3)euhtWI6sfsAg}
zcuWb{4v`#16H~VXDQOqdxsQ>Ke}d#DAx-!U>Crx<<O4`cn`BapyS7V^{3CLN+rXHR
zsKS%@LQ>NY8a5uj_k(5tPiKx$3K55OfwClTa^T&K-ZbZ@{HTc=T7DS3WJj>?96{0^
zMJoCVY4S0o3&)WfPs*egTOW}w|EMW-=E1cV{2;h6u&0uQik)^s#1iuAX;LTF!|%GJ
z=@k9=G<;q_^Qq_zQs}oxchAYB7FT?;_p)XwYbhT-(FD-Ao1SPQ>GjMLO*p;&{X`Sg
zo2h#QVFHBhK1p3tkzJHGW2&-X255xj9*HWDUVm7YHwpgl3qE8#<$X%gQw<x-Sf29w
z`NvaDmjPFQfXGDCsQ&X4QtWx885fc2FC%riDwA3q^&_;7btK-mTb#7ynWiOMdRgPE
z4StJ7xRcNw;^dW|H@#re3?Aj|>>28bd^aWN$dZL&@Pha2FO(Ij3+4TmkHIUN2flt<
zxv|X^YDkrz*4M@E4VmMog~4?MY4FoBQFGK!+oiqb8bp#EgU`GnlUnS3okjQlxNebB
zqQ6!LXQrs8&QItDv2bBoYTs#fH&H8ZqUkFPq>+S`MU8JD`(O~;9oB|@ke!`7afTe-
z;YnKG0QN?aPyyex;-zFShz0PR#<VU;8&9uaCuzIGwXUl+JoU^ih^9o#;g8!$-gl5{
z?jikfAL+$InbhK--|8-FprG$`YbCAks&!^Uaq|Ri5DjI&d_6xw+kxIcm+u3zwE=u1
ziG~eP+(DsQUN8xE5WiNjb_)9;DQ^FLXirXYws!G2mfTw^XQ~==%P+_)oJ{x3(p`6K
z%PeS&S}I_p$!kyTWd~1#6smao)ZPB=zsf%|N84%2^+%9S9nBg2Ur6hpB4s^Cx?!i}
zm+1ELjW^|QJ31f@bwqM+A(L8E{>5@Ir*jV%sZFkSqX*3?bE#HtdcHyj8po2n@)?t|
zXXZ_MEr&wbWd7d|F^lTTwC$-!L1kLj@<x|wS<kSkOxvaZLmK)xny&FKNXamb<!;%o
zNPohaM(*bCDU(|Kpyiv;FI7j>hr!0H<REGA46Q`PNZm>;>-nPL%DbluXfX*ZwLvWl
z<c%V*HyW$9O*jO}0`q=zlbP%}xl$Xg+z*G-#1%ANXM>P_g8q}c^@GE#jMU;i9~y@>
zM$qM@JxmUj#8uj8R>R0vZ44Kef-o5Z=uG-uP7WZIp*>xhjC{IP8_PSGYP!>rB($vw
zB<b6<Ni?sjx3NY+KHH{EPJa;wp)tb{AA^kI^m#0jXFO7Q0@6X)slnen3I~lDsl~W(
z8q<VlgTthp?b;=tG@RQ_T(-1o)^_%v1P6V%g^6<mWKxS;Qr;w2J6e5+N5#evX@0Y|
z&rJH^{_Z+?op?HAA30l+5-E?yjtEyFwQ%^uni4_Z9Nj}VhF(AEp<~07dp&ex>AjGw
zV=Z)6vThu`|2|ol!t#r%dl%8ceCC&Zd`O8{<3{e6uWi9HZD>y&6&9qrr!JpfZ}-%(
zIu+ha*OlIn?WN0SeY~puo2t$vEk&2)4z?9(`&5B4GL`8kskc{@eZbob1~#eenWF1M
zzn-0<ORfAJw$pG+8nHu>x(Z11R7e#gk*eUhHvi(sF-X0jPII>@*+|oKk-mnbApGgx
zLZk!J8I6J}=Us}9v)~*sfANJH$q^>?^2cx_fs@C4r1#;33wK+-P$spwc(7cEJJVA`
zq{F>+FLG&m4{g!0k>b5AIwp!k8hDYUH|V-?JuhsI3#5W6m}uws^(Qsn6I^&1wNj`$
z!vm7AxNiW_lo_4K`34>9vYj-#LjLi43e_U|F>EM5Q`3QL*63Q(P^}tW488uO(Y;Hr
zO07=TAfHsITxh{7Zlnd054Ac_y}&G8t1F||I2|wIJe_VNy+5GS_25&-vkodRP-8#v
zNQ-s?6Pff~y{>0v$_J4CnY0PtU4!%p>=1Cby>&?KHXu2Dgw$pW(m~i=%D-^dBSo5#
z;w(tt*pQ;OGwKfk`|L)?z&%L!_agQG6zOf42k<~f!|5ePYH{Wgvfzm>o;3g1uZ5Ij
z(0$3WH}aH@b@ZxJIws?0pVG-<<Wu2uS|HN~z|X+E*0f~p<<u$N5I*L81nXAhO5cHe
z2-)wnE{+$ZFYkKDp@%j8WZh|<=g_W)APR$NzD0v}gHz&3q(`Tb6lak_enyHoFOyo_
zbXdA~TKBhn)*(&ECCXDe))%+=TNlM8-#lUc|3rEG-x%dTgopo%^4Y&J%B~7k1g(24
z%AKA-l)tzL!9v>u;{-R6e*F!}^$(<yJ4iboA?^K3CbbxSS%Mrt$f{l6NPQ@+X1S4i
zCdNLD)OV!!+avWu>Gf%(J~{QBr|@kf4flITN0}}-BPF>Y)wM!u=_Zp}?DSkJiPB5m
zsBcl(dbVFFGh5HvMrAe+wJ}>CALro#-#}xA1701Fz7Ii)36n`J3T++fNVNL-psrF%
zj($^HUi1;rHIvNZ!QNe%AQY5LiRhlIo&$UBU}I_COxPEaFAt&n3t7-)eaM3$gMIjc
zlkPM0VR5&?K##~w^*BT!xkMx7#LA===Y_L4Ja}hl7isqly+Yt|NQG_bL|ZtNZ;!lm
zP|s#Cu1$JYse3f(S+`f%q-TO?3*7VS8LUvn(6a8AIMk0kYSM>9F<Cxbp~|45#cg74
zIV|W`yp{&l+X~fm&?PA@4d#2Ivzqm+;>~K-_ocZlHS5`|;!?Ao$-mZz^l_Czagc^Z
zG?$+xA}P8di9L``CnGiYL;7j}lG`Ap$_%6jnMnHgka~_p(qu8BD+4ZLWk(oR#5+=L
zLpbs1BKS&9hxLcpu>R|t`e;6)*(@9-r*G>0Na`(pOEP?=)|tD1C0w$*yV1msxTO#0
z)7vL-?gz5+>eXRBBqUaFp-&rb>Eo3b!GMz3izfY}LL~ikq&B58sYO*b6fVjAa$|y|
z{7pZHP1&pp18XR!6ov>^X2JrdkAZV_ch_+Jbbx~)D*9`%!zAX@K;EB^w7e4OQMF8J
z@pQQ~-NCSxjTr+wpr<LqyHMVt#ItL<4+%Vz?ka2UM=}xOxgs5YaM)@smwH<|7<ly&
z_6oniS7H3C`Sa2}xZJrQT!D<JsY>^&Tb1rK9JaE-JyZ9e276E<vkaBL6zQjBNIRAz
zMXo~nr$#2VSoc1w`w1^<VNcj(RiI=GHbi^TZ2l?Hz{>BXeC?FP?}sHB*kDmiGO#(`
z@+3p&n4DVh(L{5q%Lb%`dZhY~WKxTf>v$!pt?BP8`FAyx`_Zsg2?kcH_X!3jOKuAW
zCSyX<4c&P1*9$u#`JRVVfn;vF!M*!Puwx~{_yP>W7?C!ckzO_;m0D#|i|;fzvSDGJ
zGyE5`X5Dai>2bP&urcMT35IYUP9h!n63y!2J`o%FjzPF**&M$WeCkX?T)tB#wYX}l
zBV7&ise3RyK}yXw@KZb&=kw&WT3}#}HerE*iOSIn46)JE!HSmHME%LwhcxN{()K2q
z)MBeW(yj%D>Tz5eg$waZNJ5_sFOue$;lg^#G3R-SRGl}lv0&4A0~1ZR<*U~PLpsgf
z+zW<yKD?<^sEkwwf!bxw+6d;!u?q&)c|5yd=)qrltWdS3Yx=N>LZ8{bZv5M9PE~l(
zz~$UULl*V)$wgj7ahLf0vP%XwoNc;fNUjvY7MKWwhBw5RuaFiUL)w1=DfJtqy0b{9
z&LK_s5h?Fyq^9#oy>25t{T;~wW(^=*FajZt1hWY|3QZ4?I{pV~+h0g~p2(yY|8q#%
ze%VmUYJI4qF@a}15w<NMxozGJW!Y8fXq43pSB0mLNlD~^qcOV8Yo|?bI2!x#tn`4a
zr1{;Qy+y`48C_}KiB3jX`-mVXos6-{qUR8S3Yu4`V4r}~AXlUv?lP&x8DKi0oMg@#
z2&)&m9)VK6v(dAF$1#|yvieoO%lnQ^#l{fo{efa*H!fkn7EY6p5~DY%x%X}>`Y52p
z$dZ{>VpP%l)g{Ix=9TIbh3X;6DKUnV`z6Mf^x3l#V<NpOOO0&eBEprAVuw4ZN??;m
z=(UkiEOXA68nfw}y~~Wrye~ZLpt?ba$E97~3ne>x>YRwF%&6pF!-f!F7z2l7jN)r-
z?lX)jm5aa-95)HK&<E*fKO~O;q;5e-D}s@Zgd*(^M>-OL6x0Q&wkJ}33Q{^4B7kt?
zpcp<$Lr4GqNUgzG0FPE%Fe$(YMni3#NaYh<IN5nC%TrR88xxCpZ=w>GK%obd%;2nc
zq(ej&p9rqLW=!DE_Xt10^AP_0&ZI2f1>C=8%;43=OQG_o)h3XHJ{s*q4(yTNn10;|
z3v)0Dx^Co?pzB6?C(&Vr>L>a|IJr7wv>$Q%bTmIln{~sOLBFuxFh=t7&390(CayP)
zot@YulQ`crvUZ(()0kL!0u1em18H5%8ikZS8fouXr0DTT9=S+O6Op`%kpfDQKA(Z4
zn2B_74${$ijJzP=yh_<oEq(+B7s^SfTYYya@s=@~N$Tt;MkY#^$k!cDjBKp?(-WSI
zR!@z}<V9c+P@G7U@y;?N&*eyEE0DffDU(|K<b4{JcK^n(+M4Ka>C>mi-K^3V#+W+s
zHndF8lY=oPFoO|ea;ACuDLkUrOED(aA-;?;vFS}ztci7Eqhd|08CJxa-lFd{$C_Ag
za4XgnH*zglB@~a)C>k~(wb_K^wHaw%1JY#;lD`cpc$-XW@#$)sfU^PhgQVR`(}7eP
zV(D~KDz9-%ga)V`urTdCAsBwGtYgEhKc<@!=xZH{O^JNCbx);$T0}xC$HO9Bv55_M
zw-%fDQB2tHr>Y~FC8qY|Qs;U%UY#~5RJ*8K7#q(~--eZ#ScRHbVq(gY#u8IB7Y2VR
zR4u762({JvlfO$$ZAUhP^+gd>Kp^(^BUK$ly4{SFei*6hG}4kYNcX>$Ni9a~rnvy>
zwKS=r)MR1PpJD4v@+hxD(6d%my*Jw%L^eG;G?eM#$>w#Y&O8gg5PpSsNOgy5Z<6Yk
z<IW5Jy6}=@tb@Y8-#Lf3*1+|q1mz~M4=MJi@qc;+>5Xeh1vg|;i${K-@q(%hi}ele
zp3=_srYf)|NwwH%!rL(J?~%*R4~*Jl>cic2!bv!Zvni(?6Rn@^F-4|C-U1I-(cqH*
zK>F(r(wKWlv!2ML7AM_?fZ1-ihOr$<&gxtjY49he;jMTWfv`kQN-A>snD^5rUSWS}
z;uYDc*%T2|1ZFJ7&uN&W|3UJ5i8T9_Ot2*KOqPZrZ6<n3tC~%Y@|K!Nx|%?CI!yE-
zJKmnib8r8*rf^;}`Qk`0DeYSCRd>$BDyGLdQ*2zK0)A`{IwDw*X@OMYg7kfBnbfdt
z&zVjkclDprkz9E^v4yn$oN1H1k)sbgmFi1Elk3?M-^fQMHbkm=#M|ihM<%A4IQPiZ
zMY#%$Zi-48;@93t-}oY}X(y9feC!4xawTp^_T(UG+GA4<Yx*xbm|2^N2{yCIVQ#Ql
zN!!GlU~?`{?p@&lYlw%E)`gR*vPryahz&8bSzb|yx&N?7VBJ$pqtS2*Mrsp^v@#5-
zbu?1jSfrXbnbhL8Kxf`N-QP9YQ;G{U7qVgf=B{Sh#zQ<zPe|_L$sJe)yVKRo#(_cI
z%&~C~!Gx$dokn3mccga7NOOA1q!u$0S>AiPOle1UM&<iU)^6suEXfBanOT<Ho@9>X
zNnZ*}nDlJEXX!dGS@F7AXkt!lD(p^&nUxJMa>z5^3;s>Rn#e0vB8VkeuRbfT<7ZLp
zCYxC|aB#9YYE)7R#OD(l+roZGO9vt?8H{8bisYS+v{Z$3eYi|&@jLKPu2E7>o;l1r
zh()7^Fcf0pT2fF5I|%+YeJ7d<Gn)z>sxY&j;A(|AfEN3U3Ug>&Tn6~NmBy}37LwN(
zq+8=;Qi~@tG1Mq&<{b0n5!8zd$IP90=m&%wH1te0Y$c!i@6dyeo0*^;dfd$Vn`!cO
z<#BU3vn8Nft5E4^2D-@~tF!ZF!$BOTcl`FanT^|9o-niCDei=s^=j{(;N@3!g8Qn2
z`>Er={;QZn)3Ub=X=OQ*Fcaz4ETnyNkUGpm`m!47)FLG9Vwu#UWs)<Sr`1+Pdyq5p
z3OuB#C(V2kvj2jaiS#QM%%LbgsCkF>q;yjO)0f0t<ZonLG)E~XfI(UjG~!@Cb_LSm
zRY-MfWKxR{;Kg#{`A&VZborwBnh(wSFaE=;*q#5Fna`~s@eE3Q#6uYQ$lOVJ3vAko
zYiS7Q>ydu_2+7bOlUf|Uo`yij7j=3uT)O|rT*nG+X>cPORDTiNIG)cy2M8-cTqYz>
z^CE6z>X|$o9@5C#QUzRjvX2RuAlZK8OwVadqj4;xk#)MyLmJtzB`&m)wU1GujmqeD
zI*0}+Zb6)GMS6cb(%qdh!5~O4?F?-!_u+?`TL{q*h70tPD*4yztQ9DQ8rix3fb_h4
z`Ea*T2h${e9=HF1x9Kmm<+l5=a9o~1CxVq;@dS;=D?6RsgKh<%$OO&L5uU>tw{b9*
zx!a?$s}s){H@bvR?)^BeeI*wQ0YV4_=?W1X1*fE6i%po&86LUWAN@N<QFPglP3c#F
zVPNqvjZu_@bjeP&pUQ4(@g=+nz35wXDGrQ|kg@Ug?P{wAc9tCbHs<xCwPjjmV;~<Y
zoDpu31TTws2bNp6h2LpJ%BE$5v548q{Oo)<lExa|p~^<qT(4C&GF?YN6~FIY)!3Df
zty~nUHYC^E(vBSlR=FwI;o=pp6DQ{<D(RtqyJ>)3RgH0(G(5U2TSc3?>*Rv6X|KHm
z4;Ly_Yv@B~_E1)zs_Nv!7j3vJ9H%av$<00`R5ylI?)wa~p_yjV#?O&@?nByWr<wcF
z?S-8_IDl?9>~#Jhx=m_A`qoZkn$hiZPIOLi`jG6X7N0|GU|-MPJeUMuC=8Qg7B-G@
z<Mq{@ZKb94HF2N{wpqv(&`;<INp8)Z|6P$&nK*Zc2mJ>ODK0CR0|%$=C-pO#p%7ZP
z`VSbHN7vWwk0#UYT&(_h9D#UkfAfu4u<a!y*n9edJHj%=QKWy6)Z*?VQrw!xS{GiY
zTMPb6*45oEWR3V%eIpaWZkrmz_yT__ReQ6bT6_h5y-!QQ@oS{d>@@wD>;@*HzH;Uo
zsXc{}BqO27McTcovEGYkkqbRv|G!N-URWqQzt)JBGIKWci2dtL+AK87v1$h<tl@Vk
z5UZPZ`uGI8Rh^VcE$(xK=WNXx{`~!JQK;m#v$3}WZ8({`8<`4F+|8STc6Vbiw@Bu}
z%F}Z|ZeiiX+)2}3JIPM2?rx+~x$fh}u;iLk5RN~MMbK#^wVl4V(;P6G&E8XsJK&RY
zqVRbutZqe7q-6TIF^_33T)ix8FHE$TB_NzN;Ct-M)&J9gVd(yVuJ$zL7jm`B2VNGo
zT71yU(vi1VI9KJ(8e@4`Zb{yp;)2P!g-X`!V7be}RL~v0Eo^mojJJhJgL&ST_WrCT
z_f@FUSYu_)oqx5%+rkDGC%i4mTvaepp)%38g2~ynMWNiSQK8yO-F(TK(?xt}KgP$x
zs#dj+g>Onz9apHnC1-prVD9CsB1gV#atxl*GPw(Ha~;hu3e|a7mN<B%D3Fa3d;40F
zxuE$~p&H}>f&9OMW{87o41M^zpviVn<xtoE6*NbEEn$`MXP|h_&|(~Q7Rmivq_6DM
z{T#X(?d1I(x-GI(>+jKRnw{c*K(}w~H0np@My+uD&5=goCw#H%&q(L&H1-#C+h?bZ
z=h3a_1*Aqh#a~3X8asV>3EiSDJHO$})4mIkky_M3hTt?qzdn$p_*)+FUd2%Wi^tSX
z#xSt-E>fHCGsN!z*+NH{RMO6}oK0(9^tQ;_$_6l_MAyi)gNwc0XUn3|Aeh0?pHx>B
zvuZW1kA>^)ggwHi@T47m-HS9&D(2IalYJ~q@AR~fB`&7=Dg+Hn#BYc#{zN){A1Ujh
zOfa~*#>aCcV@gSgw5+dXhX<`>y+&AA9J5ErRZ<uxj0a<Mi6wl!ciRX{7iEjb;0-fN
zANL%o`wOI%uVhk-j(^eA)14x<&58a}T85<;Q?<?;Z{b>q@fJ2f`ei&%LW>C&wvs=7
zf~CiRL15Hg>`s$X{wC5~C#0t>kRH1r>08SL0vA3mUspG&G)8(e+p>(U0j-*2@#mxV
z03ix8(sckmTniFxMtPaM=j_NFOF}f0FujC{@QSBOU07c54z&sNn$;X(vM>W42M|Tu
zGA5e(%(cksjD^Btc;ZV+W6F3d|8TB_&AmRKYiXugJa3+*Yvp(_x-S}N;=DYNj(H-@
z_CmU8r;mKlt&cxaQ#+*W_DIj{bUF~-1_vSS=hW(rH(*B&!~rH$rFY7d(v<m@W%Ft5
z9zL@Srq`6`mI3ry^_*7-<8xkQXP;Y`YVX-|E-Him;UY5iA4`}k%ej|qLkFly-J8^G
z;<fr83%l-+Up@Peh0UuyUs%|rrpF6QPc9=D$m1k`@@mvfR{85+SlA%@=nKmW8l5j*
zTKdy#%U9fwA+Icb=>3vcmVxwo>XjuIuIuBiZ_&#v>r{HVYK^L_f*%=(U(g&M7J{^)
zBT`8xq=TK2T0|mUj6zaIBNfIVr74kC#v>h1MB0_ah?x`YijM#3hIFh4(%(Iia#N6c
z^g*iai&T(?MEWD08;BG*2<hQqq>y1P;Fk|9?Zea2F=05;$99Ssfo^qnQe>jr6gzc(
z7u{Ca$@(6;JsgQNY!uSRzFCOvM$4oY4}odhW@~2xzq<F5esHihvU*Y#YGvvmYp9h;
zi626(ObODWqm^~#X&tR>Y(A@_wM(k+81QW|E!KN>T19_z&)iy%M;bf<=^hg7xE&*1
z>1a)2q4=n*tTv{otg>ok98-<JA5sfvG5N7VWo3G#eJU$o4^>%v^8w>U*p>+@yXaZn
zS${lrxRq7Xt;4Oc@A&6Hz@9XMZWEDOOhWo#GSVOPNAc{vrhKIEDM&t3Wm1cybEKFN
z*6HrFx_>mm%Cc<#1S=c3T%KTMGt3s*)-a`K0el0S#@-MEM5Hh6w0D~9rWW6Z7h$5k
zrkfXmAG3!_E3&Os%zL+D?p^m{D{F<h#a6C4E4D@}cNc;OBK3Y>5z>_DNTZ5nf)zY?
zksq_;|L2ZRob4oaEU|87!<sW|tt@x%%GXx4nEy&)5J=MYq~BNdbW};k*Yd>9ujSc$
zsFs(<{aUMh;_b5V1itVlx&3AbOcd78J2p;#2mTf!cBD~VRfbeN18G1xQhPO0!%U>A
zSxD#TFT|-YYH=NS2%<Co?(78V{5oqHlT{;jSm6g3RC^o_vm5xuYX#q=vSkOaFDG|c
zc}Km&$~P#2X-ayUDW07DZFU$rGn2T<8n~SToHPOJx>X;~_8uiT(>s=q-zy*nr8FJs
zbCKSfhh&?Nv~mHGg8sRieenPZwkOS@1)}|P3LMj-zw3sdc{@tMyR30cuaVKjo8O!!
ztGq=dLU@Pdp0mQ3qshvq1wS`gW25g@f!7%{GR@UUwF{AME|Lj$16NDX${)9-Wf*zR
z%2qeVp0l!^f8{x=GX7Wi<BG`sy|SJDPn*%|#YhvE$fOp-;4#ejN%ewOaZ<o{)(~&%
zXYb#v@|m7aY*q<1=5htAG0T7BIse&j)~M(SOTnLZEWXQ-3O_^|w_GN**sxS`y=~nX
z7{$ucizzMK!Crh}UO5aFVB(dXiRT0&h2c<8UPRkvj!zf%dIsG_vcf}to!aP`QYIU0
zhKfOi9q`njB<vx41)+<xEmWDc0>Xw3fRLT5kp8jLoz=1%DAnObUU0QJJ;J0N&NjyY
zu6pudhN1(=t`Fxxp~Byo`P|`Rh%J(fsExwDCF_XxF!3RsLTw(=1b#Lnvfs|^T8Gqm
zJ<=v5IIgr-$_}+DTJvyRg#buEd!jfr$B$?()U!3W<uNu{WGa~{J@%Ltz@-?QQdtBx
z&BZA+d1ds^%8Zif|C1TLL{f{F;6*lA_NvX879@$Wwp~o%2932b>6SLu27g?l4eXT4
zK|xA4*uZM?SX=Ax*7e}qdo+YkHX$X!KW~^DY$b!o&{}ij=XRB@kF^E0;c4MV5!;cF
z<hcP%Zg-h#V_iVTR9kfD-}HOfH4DZ-w;<&=$fOphZl+zAFQI=YmVTIOYb~1#@e;yW
z2CbPpm*qg4IkwKc1bWgDB{@_v*QYBtz|oRAuy#E|1OCR)umW{Rzapu{>+o0>p!9FT
z(*8NNZA=?Ft;WVw+$(BqtQ*)`V+)V?Qx9IaQO_KVNM9qV#T*084A}f|b=h2HZG0aW
z(0te)%Lj7W3V{%NACmd|T-MNsZm@Cf^#)r+r|(VRod@-JK_k*Yi%f8A!c1eyqze6w
zuk^<TTYhW4eAk*CMJJihm->?opLs64a#kB`Odf7G*b+lCt>Dp@)bo)xq`<8*sl~%q
zNnx}_x1jA^xs`u6cB_r`+)K9F5~8B$?{+89?|W}Ya@Zl0TC9i1<?GbyiOT;2ksD;-

delta 1335089
zcmdqKcU)9Q7eAc4unW7uvV~n>*=3hycR^8_C@4s=q7=aryMSG6*kTtnc2UtmCU#Bi
z8bzbtBt}Kki;781SFv}aDUWIDd(O;VMDx7A=fB_k`MiI4@Ao@%=FFKhGiT<`-iud{
z?~`Bpey_ZGg;R*2>A^yTrn20xWc=9TA%iAPh#5M0!elbLaXi(WoTd^gNk;b|T6leA
zv`1yRkrZ||LQ>(-NE-W753{Vi6Is!<IV}lYZIG3>AP;-T(vq+?3J{GZ86#Y@wupKI
zNvE5i#-{5k%l#)#nmBg+h@w$36DAHRDM)~Nf@zI$vO`uLMDlWjNNik3Vo%T!l4PO>
z(!v61+12(DBsMZ)WlNoqPU0e6w6HoaL|?A0w|DT^K?OrgCQT$4BU%daAY!C>fz3mO
z7R-X0$SGR#YV$~1&?84rHl-PaB+?`@isZG>g{n%Xc5Bx*X3*I2Ln_NP&q#FkkXMF`
zB0{@h8vA#AEH-#R5X~Fcq=isP<AMY;xss^&Xi<={vV9kN;^l;<M3WLkHw~W}PL~G?
zW*YWsVtfB`-+BwXwrg8S_os!WhQH{5_~+}*96NR-35$;+BNKwCEkw`<H7jTfUTa`l
zH}G3!c^J)7Si{J!41*$}AfvLp6?%pg_6_*AkDHO0s2n0|A3<w+jC7LAi2)=nQBFMC
z1rl5HFd93onLqJQX+$@DJW4MEMc8ecH+C6FTwElr-qy`bI>(2RLCH?CCYm*z<VDMc
zR#dn!J%N_Rzor16JbXE!8TlnGmgrjtlG+3f8IfQh1u1eN4~9n`*%#G_q{nK7IGW#i
zT%1p3xqQT!!9%80LZ8QG2f_Go(fm`ME)tfSf_BmBwyVMEv`ebiNbJdx^nq9s<Xs-j
zy+E}q%mIPr`g-pcO_(~mq+rn4F|SmXQ?1<^NNbvnH<8$=NLr#DWhc>*$%28NaQGUC
zD#lKJO$(%T)}dNjGGUDz#!Mp`+f%7#gF1*-jGPfg#>T!Z1kj@6z5$RO3|<Pw_V~8I
zu26JspV2O-J(&d=<6>LT+C*^5r9|w8HkIWjvaz!XEKdy<VuTQy@AL|R*5!f|QfaME
ztQNiRkyy|MN(2gR(J!ksYcwRTQJ~<29&|!S1XmrH7A`Bd5^a_h%C>^C!8C81%}!+P
zB57Uf=rGoW51Pp7zSi0x?TaHS3ANI^;UhFu7c7MPlq=h2X5@BkpWUS+c%l(49M#Kh
zMh2-}Zy?K4d`W(qfoM|#vH2!i5j+FuY*RMbD(sowSRrj^5rPy+=z{ia%GV8u(CMB{
z!n_e<x_28fx;?a@H3?6Sptcc(I#O03hlIveA1CTiNl*eC&Ckbx=HNCOcF<xX57VHf
z`r$^X+>T)>m_A+RtK`G0F)a&9RFV8x8+kPWM#$r7RuY~XNMd8PG~L=!D}ym~sjWu@
zc&W3)w{4f)?p-^z>CwGYZpTUp74_3Ry8Za^W5-XZEKkAln?f$N4iK<=n$xn~je>bq
zjp&1-1Rpj|(zgvXlBbOWg?2np9i193^$8TvMk$Cr6~flYFi3>?5@}$*ubG~vA#)lB
z(b#WOt)2zLN+yxn35|%RjXw(;@zDLYbd!+7{rlDE2(qzNQ^7_{F3D{qEV+%)g09%y
zt_95GXAz`bMtf<JR~8#dP^6xeG?9b4AX3^o97csUfDNtY1sUXCv{mcJTReQosFESr
z+B9rp)oQzscezQLMS?oifH4W;*3YY*&~n683Lhugnb?Sq{X9`4E6-yl=EaU~OlG$a
z^n^IW6w$(E%T;U$XF$u6q+r+vT$E~P=<Bv)M~@ymrm{SM%w7}#F3JLREvRkDC?nb5
zNH4@O?Ilx+d@<Bi{ZL?r=--IeOiQw`$y<AElpVua+b-?e7j)@R0G-;dN89c=CvgIY
zlEM~^C<y7PX5wgn8T7#ZW!MA3q;?ogpVm=AE4Cn2hqU#Pywiqk+Grs)k-qfe#|oqF
zxtO0jcJPo1pfigc?HH+;=JC=?<$7B7hAco<{1Fi{1N8)xRDAwNkDoBHvUo6w%514v
zhUtxY1gpqYDDsiJ=)(-Tog4$+j_1SZbkXIz<Z`d#6`0~+9q!9DZNn5R28^)KV#J#I
z@CIGaWp-kE5c<-=6OLnop<d8E1$pLNvawU3A{IpgsrD0vo}B5VP>e+$%pCQglS25E
zJn9sx=qV|V2p}<?6^bE9Ep$bo5bVWuMU%dr!vudav$I(UC2Kl6h2f;8bA;zikR)f<
zTV=(Kh;LS7&+*7NZ;bFNo{BmmiKdYWyse@aT)qm$X-sp~Pi%jooSevtSNLFZ3?@fO
z)r}xg+2OEsbjfy@+GFmsFoSy&Zj&!rnr##MlD*khp@^J@>lt!C+b)=hHYY6f6)a|G
zFz@+T<VBB>yd0bG1{s$VCA>-2=a?b*znc@HXoiIXX@06!PwwX^EZva@G*H5}1zd-V
zXmdk^TGBMvBFrLLx#2<}8JlYo63OCROW<BCscuk`4HqXlmg`WwjCnSa6K|H9+m`rr
zaSGKWu1k=xpOkb7ps@!nT46Cjr{XP?4kLas7D>7vIo_p-XA&gij18gH2{x;Osqac+
z^4fb&fE;obqEFsLrQU~SY(*V8EXoz;h8eiDmORPptT=#KY!6p8HA1Uo;;*6xp?wf8
z!*N`=8(H726^2L?N$)BbDAW{6ZMlsjgmvWMpb%;s7?sTH%0`8_>Zd|nY2wd|N0Rhz
z{e+>Qq_;4V)btIh+8gVX+7m}oyJrajAkm7ZSH@X*i9#}aL<p?BR&LTjw@I)ai{nWV
zQj&WUqu~Y9pjoXjK=}~O%W}_mP^vB>h?b2>2;l`^!=#u<aFDFKRGW=dyxhXGiCZ>r
zR|`ot)171s%@5%fEG20@<Al%2xSlz}2jqCquEJT;e`pll6yY1F;$vewl%fx_#(@V9
zr`UL{IrV9<D%iNHjih8)2wNp+&fE-@u!+p>A4My+W@vf74%{3<A7r<4a{dL&uSsgJ
zCD(grdxoG&jM{7wtZmv+OG^646%~+N&SPusM;*Os$*zuap$xnpRduejkv!-l_dEz9
zB)?@Ot$DCoO=9}Wg(FxM$?Mw~VkQ^`>wuOP!iJewY=_bvJP*}3A#cb^8#z^|;=9UM
zyM%GEmC%(TwDx{p6shYc7cAhTDBM9>_|RyBhPB6_U#06|=0!Bnqzqv?c{-p8Es5x>
zqgD}`umB}<+44}^te@2SC{jHzisn7-AI^)Wko^O4g!iFnTVWpS0%^<P<2fJOR}K5W
z>V>elJQ)~A3!4s<Mz@)@;$_%h!{Q#uRjp>0YElPF;~|EuD9jKXI0kX0kp|(%^(Ecg
zM+NWO{`DEKdkN%eOIR9?f%M@ctkPJY!aB6N$4D)CP!z1#1u{}I%Ptj5&1_8y2X+zE
z(AaK5Z`R=@*FipgkX+FR<-4#&G`1BiqI6Ji;X{~zeLY3UfhikF^Lmb!I%6W)IJm3u
z3AiVUEs`X5h}<(B<w|0MsOHDfNxbb_Slih$dVK2|r8I<tP!LB*`Ws`_yhWQKiH&L)
zZW@{vT_Vl6!{GZ&p$9nu6BcrKUzdO|tTXs5R<TR&=~cV|6PmGyi@aImR9s~*tfe|C
zh}L~RUK$X&F#Oti8l}1-N!>7m;xjB8?|z<Ca=Z258<-pusnp&u=G*kwrbvE-t;q;z
z`MoJp3>pBQfXVjf8fo}6g^D2m=+pqNZ!O5D307!EtY-qN9>xglBs8=(ewsq+z)nm_
zt!%BNWE`Ktr>8k+OwBa8ryn-xVT<OH7nh?Rw#Q0Om~JOABjv(+ECE}_M#52MaM_;e
z4oP`OQZurnu!>btzY(W3rWp!FDSDtiZdqeU*{C3)0D@2mJZQl~Oz&xOp)*-AI*>N;
z7QAJ}?;=*k6|~{8XtzY$ayptxu1k7VDeM6l?47~WQ<2c0KYZ0ocpackXwC#j|2R`A
zWHC7F^SMf45`(Av%u>SBHP&hM!#Z0s{A9~Kr7#R388b#HEM#aopfwCt1KP&~k8hf<
z6izXC%wvI4=)mBQf0QbP#tbfNU#1k^L#Tp>E^gr<vUzO1xic7%nm7uGO_<F}+PW`N
z3U4FyNP>O#Ph)NL=Kw(=E1pAEl;~;GG0?zZ2KNq|>jkF;kV?jscnQfY@pRsNFTnuN
zBrIZC$04hVWnD~P<RzRy=$*tZnoJ&-gp}e&vG{Aee1w;Cc)^`w@i%xGjF)fm(giQy
z;RW}L#oyxvcZ$V7;05=H#XsT&_lCtk;RW}E#pm&YJHp}%c)>kj@kPAg=C8QUqZF=l
z5njRzZug2W;{`W*#aHn1DPFGP1^0Qy*YJW{yyEM4iN?zfy!hkgCSF4EatklR@p2n4
zxYaAZgO^5lxr-Ov?v)nbLx}sm;`?|xjhCPCQjV7gc)=}R@k6|fz{@Xq$-~R9c)=}R
z@o#wX#mnz_>5G^D;H3yJkMME^FMr_0gqJ_@@(Rw3;=k~63@?A<<qf?2gO@k)@)$3b
zczJ@CW_Wpum+p9Z$rCOvL;|8(L^4FP5P2X9MC6Gm5s@6xUPKDdmr7qMb|Un`MBLgH
zdn0O#NQtN#kqXg%L_UZXBl1P`79u}H{Sc`UB_Z-h)D@8i(F8<VL|YN*5NQ#W>Jj2L
zt~dY@Zr+Lwh`J#%BBF=_5v@ZMgeV(PFrr9ACPYIKg&-P<$c!iskp)ozqEJMIh^&YP
zvhim_7=ejlh|&<*5#jEuI2_Syh#ZJ)h@6O;AaWtXZB}svqNRu;5q*xR5uy(eHAZw6
zQ52%>h?)Q@EzUvM6caZhibk{vQ4As-qF6*<Ac{k@15rF8+(H#MLsWq%0Z|#E=7<g=
zYJunoqC`Zk5G5h9BWhWS5O+q!tq_etl#FO4q7+0HM6D6w4yZU4kp@v3qUngz5iLNJ
zfhY=58$>CH+9G-%Q9DHQ5Vc1%-vh^A2ZSdvu_GcgqD(}q5p_ZogQzni2cj%QA0x^}
z)E`j}q9urO5lunV1<@`<d5Bsg%15L|)D=-_Z-m_t_CeGgQ4OLVh(1L0G9nRCPec<D
z^+NOsqTYzo5%oc|1yNr_L5TVx!mUSfe?*574M5ZbQGqAMzY>Inn79E^5u#p*1|rHu
zGzgIq(O^WMAsT{6k7y{OFhs);Wgr@kXaJ%Sh?*iQMzj{uNJLgZrNyHVCSc-dM4b?g
zK{O80SVVq^N)RnaG!D^vMB@=1MKl3XM?@15twJ;jQ7NKV5EUSrjHolBDTv->*;5hj
z#>8oeMkAVzXb++ph*A;FMD#kMS%{h=Vgon}Q5mL9LNpsu3q*4ewM6tPqG5>UB3g)O
z9*ci#5YETMeTWtyI)!K<q7H}_A!>|hF{1YnEkQI0Q8}U+h?XK6g=iU~*@%`SdK*y%
zqHshj5Y0i9y%J$CLV_qBQ6-{eM5_=P5LF>sgoq-lLi8G<6NpwLn*7$eDPA6IMPKZ-
zHzof3M@j`-)fam`+07XN;l*C@*Et)^n5JtpCb^8UvcsI^Gj=aCf#tPhEbl01D;QfV
zG-r9+7#o_xSr_cl#a<~1Em&qTV_!|?Y$szs{LI;L#zuEeWRi0ki<`$;EMwE(<ZLWs
zPi}DbDPtW%l32N(jP=dtYzRj5#a@k9a2m}r*T2n~KV#M(ISXYhS!l`B3}>u~owJ#Y
zoovflBgT3Zb2gr_)N;<IGB#;9XQwfuE%rM28K>nev*ZzHK8)Qrw_+8JVC+O2&hi*D
z4d<*qW0zNQ=F8a08=UoJY^FJxX({4)%Q!m&taP#0C!ccaWSJ`;ab{vn`%x+@_zGi-
zj-@enjImzMbjIFbtn=3yjJ?U&<2&sbt7PokrR^DO#@L9Wj*N9jR_e8|eI}zWmRV@;
z#8@q3<n_*s&0_5S{%pnq8M|xAVJwlcDVkiy_A>VU(=LqdXRJ?j9%C;v_T{6YjJ0K~
zwE3^Y7_DY>VCHbf7Bd#IoU^wW+vQu#^7=8hb<aq~k{COx8pYTK#&)#iY%61phjP}H
zv0omJVUiOV`?>T~38MoUjh2mLOv~7g(c>9Az}SSuDU7|!*nce380*GZ`CZN^W9v^&
zXL;)wyKr;{W7&)y`e7zxk&Jy*P+G?5P)5hu<}x;tvH9Nf7>i?U|CgKvFxG3te3n<p
zSh;EeV-bv<ZnKcFG{*i3T*TNrjAg9i>~qFc?=LE4nXfULdvq~lHpX5~Si)En##UyO
zGnUENwrNWlTgq7T^ks~dF!n_WXCE*YK4m$}JImPnB`X=*&e+_1a=sL!UJj!>eyC!Z
z8yS0`Uc=ZX#=>(r(=pcQv$ZVm3&!3Www|#ajMaR%fw2(AS~Y#0u?ohtH#jR}tbO0D
z=RYci>JKvdMfEl&dW5m%+qN@?JFvxGzwFq-n4Pir2JU3+5Mwi^?P6>UW8XS=Gq#d3
zP3RuRER4;~-^W-R#wP8q23D$IyR*e!e@7f<nbTS3N8R6HYyo3N*Sm~GF;@NM5yny&
zGktiJvG*B!dg&Nr^B7zH*Kx+?GbV3b!`Mm2x*TS#l<nXadu^C<f@Q8|nL7rZWGsfU
zK07{O%)!{)VIMN~F;}zlbH@5Jw!88R#+ER)@!ivmO<~Mq-WkSrF;+OBma)>-j9Lbr
zWfXUHi@iQw&Y7CAqJS@1UT@BZb5_Gxe(hH*FP*Woe{uF9W6MW>&GJOX=6}K2M8>|#
zJ;(As;p^X<>p9)RGAG~umSqMpRu%RgW1AWKKK*;f4l_1J@dIN$7@PDZX9<i&JmIVt
zV*^WnVv@OxZ82VA%*fZj@LAUw{fuQ6Ou5dOp0QcKa2CecXCrQ~ybQ*?huvgs0Au5A
zw-{^6*u|@yt!3=30k>J6m9gGeIP1jMzu8mou*}XZ^TIaH#xWL{dY9$-F?RV7XUiGu
zHRc}6ThG|mpEx_pS)cnXuOnkA7dczS*dMKaW_jp)SpQD0<FtTf>i^*EUB-GD9x&0}
zjO}X1*=WXYcHwLfV|_<+mdaS}BF<iC>_1yLYtESXK4)3TO1-|l$mt}OIq+}JS}^v&
z_>fiKlCduFoDE~_Ob%xY85=x;vo(yx%;RhyV{dNa>=a|49p|hAW2LKp<g_uP>OVMp
zkFihmzp&~DF}5X+vl)!F&EaemW6lwr&1US^MV!6O*mv7G3ukQqXPnJpY(eRDPJ<c!
zpu?}M!g$7dZsIJNv5miRW?<~~Zoe_fMT|Yz#90+%gCB5qg0ZCZ-<jlO#s*a|HmTfq
z@Q{)rV+NCt<_{;y3oL@2W*dZ1T2iBs(^DG3o4#cbbR=?to=jd43MZu*TMVRjfuB%J
zE-Yv*>?G!e(aPhXa(QJW{FJ#O)5k_U*Ts?J3mcKH3tN-s>mmgBRk4##C@Je4MDmwJ
z6aOq1IlCy7H~`NgCZP$<FY&gJy$iL(vEE2aKJ)UUu_4~@+pd#TEDWW`$9Q{_@v9=p
zZ!4qV=Y_S=!DRVjh0vHjEb)$#l{cd&KJX4Bg^Tn)73@$9ErB-)9(dcy(<PDQyCsdF
zq>*e~65vr$918|p=>5mu{y@f(-thX;f~C=<pxi;GFZCtf@NX@=&~X{wPM8t9)`xg4
z4WSkU2jShO=%tOIj!&i5wnSf4-Bvnf&;4#%-b70Gqn~CfeQ2N(&h>M)D5<8e%1&mj
z=&!6`XL4XBS++b>XvAFlbXh-I;iXcO5zAd9e`O3<H-ubRo=<+MfM3XRRSLQ<N2Ma+
zO9ILAiXfpQo!wEDNgh_@D5L*vPGhQFuL9S=yHHyU?s{XPUVko2%2r|}xil|st%9^%
zZf8|PeyEfW-6QbMWNpLVOIREtL^4;?lIh-FWYESS>?&Vs%<>8Lt*l_DhUj{DZETP_
z7~W-}0|u*Y<nlTTv}GnSRXUW7BvV6alN@y@yc=MmaoK7U8B*yYzf?9Qr`H+Cj>=A8
z$au++V+$LT39DQrby0KBGL;<L&<YN1u~oH)d|aMT?P-!)H4}bR*8UcNUal(lb&yEf
z1l}{i-YNI>qlJ?-@K!@4-T#@dg<jmL@g=s+4$$U9qBpfB*J-*CO~-xUk8ip)L*OE1
zulWnH94>pq2fBQOWOxRvx}?8f6MEKDn@r}uo=lFeP9TA=CxTR-B$WwLZRo5PYrV*o
zH5DXn%Ld47FJ(H|Xy=1^*}}MnqkqY|rX+lQ;D4V1GI-el2Rt~(S8~qT^)_;49lW8#
zJWh10!s@+F)~AtSl@7s1W~P|s?Btr*D$V3!Wwhkw&M?{H!LGiNUC+Eqys8qwU+$mr
z$^DJ3N&dn>TIlq3f{)nnM)&*Cy;Iaa_{%@2DU#GY^AHi<X#KBVsCRHXsYe1y-6lQ#
z%2V4?CcO?o=%zR_@AXzBY_o%=1;e1r^Y)YDn?CNBgVeI}*6xmQDxyoK!h47A9<1*+
zUx+V8=zm{&Ay|-p$tjQLom#TmlWy|RDy4oqBiY`d-(a3mjp*k~XX&&)GWh*6V@oR<
zo4D4OEZ>?5J-U%J+8PR7;gq`K(z|*?LBWVIBPJFUpg|Svv>K;)(GQ^{cUw65W}B7F
z*%9IOic|vAYu>e!-?xR3bK9(->sW)F#O<N*szUM&N0oo0W~6LK1nIlmLH1XNk>DN8
z;q`_6?=@rEDy1?Rd#uW49K#DY85a^r<jx@S+crII{jJd(r)PI5cK{i8yE8es(}1<Y
zEO3$99l_+nJr((RXN0m=lIjgQGRd%Av0k(4Yk+r2cBzQt8=F_4l=ky~oXm<uiLc!q
zLge>(d&{;vp-p?G9Bl3H+jLSrPSBz!_a69y2g1OH{iJA5W97?Sw!9GPZcF~z6DljW
zliAx1bOtf|;Z$!+EN_;>D-$uhn?Rw(a5vMS(-wcsdy6sK@0|6cae8>W;LW`uvho5@
zmra)J4S-RaBvsK1(%O*W`vS??z1<*vgOnaYiVm9T4^dVhblFxZwH2gVY3v@WhTPq!
z_Ug)$S<kN9Z6ZQ-JJvJptMj16_&n?G_f{WUXzW>A1ld;|P9Phs9!SpY&lj{L?7(Nj
z0qDjOT9(yJPsYBL>xB=r?vmTKrx4pw18MtCQ>kD#5FSg*o<?fD_yD795Da}ch1Px8
z$V?s_&Go_uUAKmI?=&I7`)#zMqOk)Tlg;zWdy{eRw4)o(MCnM{J8|UV;hxZbd<uqw
z@ZRCWyG=;meScQ*=tEiX3-7ph+S3wC6O9U#;N!8og0AnSP}|06EBXALP6TV)|Mp5~
z;7DfH&I9RW$h&=j$1&dGNG9|Lj@ko9a=Z#9HTm!LXBB<3EfgdpAb-A)23PJB?ACW!
znbC(jL;mLw;~nI|`&!cBH?{B@Nvmm29~?;VB_SW<RJ1*_4VH-f<4vjN!2mT{-Q-yg
zS^9O77d|_?Te0-(7UZq(QlR|O2B`<Xi=h>-CHkNVC1i6=8!vo{c9(hO#3&+u5lV``
zX-d;0N5N}!r26e7a{h;=#Q&rXRN+ImTlo6Pt}M6WG_Hf&q5B=QZfeV5`e0rwEtJf7
zKMhLcG$?`UM_vNe&el3|=mQ%#wgrf6Y#<W<;TKY>u0blcW%+3<`RC(A`oO=960QHD
zp_|Idz#lB&0=HNOs10eLpyEtZy6I;7AgMvz<O=flK4!9(=Jn~Qf0hS@%Ni7x)WT21
z`KOxFGv%F>==*~WBxZcul+@m`k#nC!lZ&63Nc@LOm=E(5qn+gU&wD_VQc2HK@UC~=
zs321Jxe*+8ge1S8Ky$;gHP2Oy#{q5+yW7+J7Yp6=Bs&6|Z6`;6allImIWFRP-zqg3
zN6DcE1uM>UfWB`{wx72^&KN1jRy&JK`XHJff0C=i7OZSg!rk-x-%cdkwp(ajvo6h0
z#v;k=KN3nG{MDr?x$>ipJUyEXYVnZ4Z7Dc_KKQ7+ill#Kl$Adlq{Mj{L$QV||ISHf
zeYMzYdV@kczHdtF&h>uY@pvBL)_U-}6lg*yX?L!@5>F-|{dwIsvf^A1(4RtLt|rht
zW4}OZa}=n_d*7rH*Jbny9$Ij9$>h?BXq54zwrqHp_rP~?^)q1}x&07E!m&cTCx#$4
ztnd8}Z&u#Ykg@M;p@x$%+FFp<8eg*QJiMuU-$E;<7lopS%=I;dk{#b?kgGphaRft|
z)wE22*wFtJ#H#c`N>cbk!~Tk?FPAJU@5@%Di9f<SpKq6uFMrgN%O_x-tQl;@K6lht
zZmVreoZncLcr=3E=)=PO((@(~an3@z{tDw{61)mt^LU7c_?}P20RV>d=Z3s_p|Lb!
zLrMCD0`Lx=qPU%nBjDo2B;wrHmMni$;Wui;n4(d`VhRQpO&BqVH2tswTLopNyijK3
zr2;7j&t2Tw8V=pO^Tk?HaXHuvPhup227wHQf5o|I`exb42onBHm=~VVpwz>op)@vf
zR2cdAidw1WiSXKA{;4Jyn~cPERW0;>E9PpB03TA!yw(HW9b%&Z=iHX<R$4oFbTeEZ
z@N@?B!TNwjr5PAVnq2Q8OoWX{ALS>KKpqOfJl4}#I$Dd4-$H)6nn}L-q^UHkN0W?O
zy~wqb(a%W*k#)CT_S!6&jT-{=<xjVlki1h(Vf^SM{~T^8@j+7>`$~!bv+>4bQV$HH
zIPU23x8SV}J`{OY0)%S^Nx!clmV0WU7fh*Ow$sSJm*SP%KsDcuM8Y6Vf$mO(E;BaB
z4gI-2j36B=dGNd5pwEgE7B^NK?t8;v`K(^?D<41{=rq}mp3v8)#ym(C!s=PYgSJ9O
z1C~J&e(3;O2GpnRc$gtHh53~Q!?P(ZxdorEv_EX6n`Td8@oX)`v!(F#?QYGEhfPW8
zuR2iCsXp!7Ut7XELE7Kidf}0gdx+uQv)wrheQ<9Yyfc4vS^(PV$HF5dg_AkQ;i;iP
zC_4BE_if7?XlV1kg{DuPZh6)TPyPr889Z)s*CMNCGGQ;u;31S-1_%4&Kb&OTqjpdl
z52RSm<xpC2WO_t>oPPX=1F~01*<pVUVY3mcgvOS#2=pLxhLedOe&iqxm+Ar-;0_Ae
zCYqNwBY??ZbUgeh95y+4k_9!wQ}KzXAmA+|gT~!-v_fbGFYscTt!7Rr8S-}ky{8aV
zkU5&3^?|3WA8fDsz=KaKCR3|<6}PN=SQc6S&txH$OC@)h=}Q}Vz=uG2i(fTi%)>)3
zsE}^bL1LHAGXu$n$6?Cm4b52j#6t6w@ZHG<C95%us~z*imzJso43Cp|%4d+W4V06O
zPl6$}1+hJG(DbJB0_j1OfQv^<lrxdMr=5ji7|852_sBdmeOoQ)XiGoA7ep4Kh+|c#
zkSwfW(yR6eD*C&R5L)%;EE5RqTlJ1G9N*D86|m}*prJM0OM}SZzx8zOvH5H-)B!aQ
zfTNd-0yHUAEBI0`8GL5*w*V+o28!Qf=F)d$f-inngkG)AEDHno<KY>)za>koxU#@X
zFDc<{D6d~x2rcvgEmjY~hZcDVHem+WQl=IB=yngGg)oXIM0-L#V6eH$Q!s<UvuT|t
zbWnv(XiwL8!kg=HQ{tj0PMJt&>fl41i>(&nRD~DAP6d!tPt~+$-fR<Vk4X-SqXPuA
z3y<T_u4rc0rZ;BeM+<P$F=7$CIGD6nO@8@XSEYb@SI7l??wG?(8GuQwyDM(Z4uSMw
z`h~Y(f_L!vt83-(IYsS^Mxe`uis37$GCw$1yQ2{N$hF5IIQ~NEVSho7Z}2JU*D67;
z;P3Czvns(z;cY!{;@YTYhUX>1phK%brHzgq_9}j=^K8tzJ&j|Nj`oJ(wA2e+`K?;e
zvcXHwsiB@yZ#D|zx&7;uFhs)qgdicF-c`UCflo|u*q1ipRXGh;OM@6HVUq<%Y5gFk
z2mPV1YG%&#ri*dpw(c-fMR)lDy7wX2RZ*PGDj+ywzroS>ZrVH_y3-E|!P|u1^edIn
zjee+w{^=J2HNwY+DPY2E71U|-oMq(d;blW_S^y&xItULsv4fJqk1&tQW?AWBUje@N
z@)H#F10^5dex&B91&6T=K4C(+vajc9v9C$)Q$M;Ct7G$_sjpxpC1Vt5MgUnp#+z%n
z<pTp^H`qv`A#aeM&>H53uds;qDX9iAl&A3GqEw(&MyU_FHH8lL1KsO-%=e?OsD-wx
zihxyYD-Dqb_sgXr5K(k&29fnOLA*PEE45%dLwVsEji9EDv_e>e$>gsQTI29Ac;ay4
zLjqoq^p-W8Kigz*N;k`2NTNO-fY{VI!6rY<4-4I_6B5wVjo9d->2H>K(+EHC7n@gX
zbg&6EODBZmG)tg|{GpM@(`S2AU%g;r6NtjI7JQqqbD=k!g$QOi(HZ-XjpFE+JwIiv
zIAyFfHvpQo5~d2>sfR&lmcu}N%?k!%S^yxNQ1ql1XoPn*z4=IU&q_AQ9w}fPXxc1-
zV>>;}0(gzni#pWkQ<!DcWe}Xu>BkMwQKz0NY3P21f)*PfJIes>+hY(~DU0jpGaeJ3
zsZ#{wino)78HL8eahh!u5@8{Q@9gMoqYwq-buK+?gb(*(sSpSfW7*LGO%D_-UeZY~
z`@9oR#PCG%w$e|>zXk%WJ*B$X7qT#0oG3z`F4N$SYKW8>!4j8O=rB<_yOU1Q_Sw{d
zbXpK}HGE$h0?VFs8b{QP9OU(lA?%~2n?XWjFtdmz1;a;TbBzKXYqDc4FIhSNl9#Ru
z7F;k@+$UM=3rlPtyz?!cVkyuI!L&LA`gOQTNE7gLL=)X*5)AST$ckrK9`OZj=_M0P
zNz68Q#lvT&IHR!`!LJXmn84XEajleu2to3;kZZtPGyNw-Xibb!@Zgqc^uo_mD~cC!
zoz2;&j|RHR40ZQ03lY$oDwYN9$v44NK5Z5<An^oC#E%Y5ynfoxA~b@G$y^b>+zX$i
z(XJ-J2ygl_OD#BBye*X#lgj<Z4;eqCXmCN%sL4fBCsabr;I9PEr!k>IsxVC)6Ds6*
z3ey(6XBWix?6UDgAuVQ+%o!|vL^FzgLTTSiat)1%lgq`0ugh+E(2pZ#XvI0(WOIu-
z4Agp%K!H3H7Qc`5nC&AFv2TLMQ#sySdCZr={c?(jsDS&LwjS+}Uu^I3win!A%keml
zyjPybdw4f=^Y{SoKlJc;i1#mgd93n)`@nu41qynwWtfGI4N*8m*&vUtLxsWOj!!*&
zJmG%ul!vDb?(dxO@C^}`HL&Qn+a9O;(?=T$wc=Nqo*iTyHqP?Q^%e3P$ZhZGS*Q~7
zMel*0!7{kp2YXuZo<7v`qzBwRiaost!QJ<i=h7s&uaV1JV*b}&^3Hg-s^p(*>7mzp
zT4?V}a-A4#mamyi&FQ_g;s-<?FXPawN)9Hl)B&%_-_Zyw8ko>wr#vxISRu|jD^Hcd
z{peS6aMlV@_Km!i5A{sTv527hc2la#&(VtA{S}~<L8?^@B)W6>`qp~;OE1l=EWYCh
z_?+moRk5{|P%Q4hsF=}-zU4bDQ=HVuYeGL^Cl&rqOrkdUjYW)_@AaNiN)aJtsmF8K
z4~W-3*>fqEtGq5gpW?a3tJ>>1nMa$whCHul<5sWrisxiX_jsLuUeCsTUK_k2DuKNn
z#d&Xg{hqJ8^J1&+(Bo;!VCtvxhEIz!eRSd(m3LjC?#hdDSHu$|y?^(B71i5JT_Nf=
zwCOl+3ssNw)>6+@C2Yh()UmXz+ONI-{)=Vrd(yF$${^astd0|**u-3~<}IR|HA`wn
zpLXyG6ptVGmJ1D&!o~YF-dzNm{~=V?XRz9zuFLds(PbyS_vtRZsQnV{^1k;i{k0d<
zuX)niJf9%y-Py;VZtLu$!}8Jezz5zN^%q|hzUWD5mQQaKvC!SbLnGe)(0is_n9H5F
z?{n|$P<ru!w^<Cl?fr>D_wYpp55<QMynphcD?glNq5FF1qeR1F@5Ls1Zhumycq34G
z%}PH=SDNX~MCB9xUoV#a%ad9{)Il^fRT&6B75Y%uQ21J^AXy2Y#HA}WwEtiq6K1OM
z=Ry_jk*4fLzeogipQb4->?cH;-b(oy{imfeivFCg3?Tc;<zjBK@)bE%C4(IFn7;@a
z)$oBPZ_<s9%1PNeh5Ut4t`NsmD$n;5dU7f9P&rMf^L<gums&klf6{1$%1j%1s>0ZB
zeYCG!^%c$YQl--|3e{!m=Lxx;6)J}a^TJmy4B;xT`l@EOqIo%x`F^gdwfJsFRh66;
zbp-C}plZ#2j}+ne$OkI=aLGW3z?}kh;^|(h@OHHSZy+?KQkgF1tXFAz>VjUh3qFlf
zsDi0^y~;o~tx$`*e^Yh!po)Pyu7;*7y`#lGf2i^VdiNjD1-2*ACx5C$y6aD<8h^3G
zR%kITn#QKXxUMTwd(u)bNP|ZC(VGL+y~NM|R)q=l&|jbd+lN1JTCoTlI!&nNKPHv9
z;j!wV40bCJ`lIQ@Y2Js#7J|>lb`6L53nO2I$uM5f*<Ngvjphwj2jdhtN5^IQm}&3#
zy_?aRPCk3+xK2R7&w~N(9_1J4sLnoSaZ{GhM2}Tnec&TlZ1T7+KG_02oX@4t)1!GH
z^JTtIOHW}YxA3Qt>RWVhAD>`)VU+rs7}m?@i30X^%zCC`MuAVhK<^9z6}Jj~Zqpls
z0qyFf)>aMl`G)>9h_eK0D}weu?w~f)l0iPB=&hl=0DM+7$R~hW2K#(Qzbb;XBU$Q}
zTsS2U2KVV~nB`g7>R$9zA>^_)L0T9W88XyoF8yYpPZTX3>Z7N1IcgndH1v1*Fdy*u
zco8fvZKqFo(TNFiy3WVDy%@C5$KgR`O}a@VV!*5FAH@!D`ONR7Xc?Utm(ZL>TYOuJ
zbw8;Mf}(kJ^X74JJf+6yYY^nkqGOX<i2H7;^97IQ%@f4vVBao+DlR%UHZE~U)A%@g
zR`1(fjJ*t{Rq@d+;uGSBG>uE-sT#AdN$^ZcYMz7|57D02)Vu#LRw_cJ>pX?iyieDB
zJws1t9q<XGB@Xx*d)@Eq$@EOEf0+2C-FH<FY<YaMmUP8*U-)2sitn$A_~>Ryv2mD?
zNUNv%p20RJCB(AUZJy!V3=@-RdXE2U&$#&51Q7%kf+8V0sbyTexPAsFEfeCC!~s41
zm4YHJ8c0j=?ODD-%+LQ<Y73k1`-_KA&OI<TL32(FT;e+|P1okd(b9%qEQF~Lvr_{<
zWNntyzAlZHCVuLx7JvE7mnP5^pZS`_txtVR@lXNhh}g};uTMU8_3|@|pLX|aE~9UD
z2WaZ)=PS@BFZ-G4l280QP`@624ae+{z5LF~gb`fBkA3|Xb)_FxgX{?pZ6=N0?-xxs
z%C#+NiKliT{cS%Kb;z|j^%-mFihX`rr22JO754jmM+fhPqIQ?2GfFh9X72&0hW^ri
zsuWE39`YM4rz2~?z{Ded=>iQo0wtRt_e-Ukc&&}59fO*!NBwrv$?rkNf*QY6^7&R@
z8hy;~4*ldP6a(270u4S65OTo_?YU2%26=xd{`G<1-8@~-7k%23$L6sHwVmxWXknl_
zl<qm{t>J+dGW2wlQ9X!WH>l0<+C-57ravV3iMfI5_dKY>3_%4JvM1Cd5D=^b{vvEC
zdU((_yJIrNyH@q;2>M1gWI=#Rq(5h?GpQ|8J(6zBf;1^qh4b{01ARu))WJOcHccPI
zOFfHHI+TmXg?BMsk_ovGuWsrFzu2h3^h_QM6o^z`>xy2?ETWq_LEy%aB|^w5G|+h+
zK@-H?Xu5o`+Cr-bs<pKD#@Qx%p(_N(eqAAupYc?6qOa$u%_3}ke)Of4odM>LQ#V)8
zNhL+_w=UvTupCZSe>M33V(j?;Bw%5sC&Ul#tAFnM|I>Ihx|jc7a-m4tV-E1|FjP19
z#X&Te9`Ej#OUpj;A4E%f_zluceNkd6)%5gBfcJ{jv{0_qqUcAuX)j7mL#b|<8BM?c
z*uP3Q??s7u;_OfSf9*|Q57$T`DAlQH5P|}VXS`TshMb1TwJ%e*;9C0I2mUNfMYFin
z)T#NNPPA*xBE+Qyxm4i-)i68#>qDz}XQD<-(9L>L^DMgdsc)wE&rVIjFyRdI5Ir|x
zv6XJmSNMr%wAv-1x@9jGT1J~5@hhRR@!Dv*DO+Wrbw~WDZt;s^i)qwxzf6pEkLckz
z?eh^%`+V^Pa(auJe)O(i54yWKh(hEWz$B`gYj@LL30kxGadT~vTyXMUEJ@Y|$ONZ2
zueEl95>6!8vsZdYZJnQB62p3EH_PDueoyV82*?B;ATBM{!dWCIG;y(3Lks6<mDGQ}
zRx3s=(LRK8UnWSWtki0%HoCL=R%&4#m2{M@*Y@xgUZFz9qD;}UOIsR1?*yeA=={B)
z?!kU2Q}HLL`|+4IMn?bIm97;-PH0Cgq@$Xo8N}6{bfbfWW8Bo-fw}|U!ZA@8sT(eX
zd+})9{wU!M-T@O|SsX+k_t5)^3s>u6d?1;%;EOG~UNYeg(YalB)6bn~Kcu^Ac9W1V
zbsy{8<k3}Kff2}A-FSmI>Tlh7i#umPu>OhKO~ys)2kG79R<fRIp^Di#daXB|*e@az
z4mI@ce5udsNCREeM-R>Htyfm50<>cPf%=v*S{NIt6}J!82m8_{t0N5Jxe~p?#NmU*
z`hQ#u(np)2WX(3IWYhuu^=5Rb22}Q{gN);|^d>Ryy1q*gPkj54JMqF3{V{ma5ERo}
zfdLv?rwibf|7Zy~t>M)iiw-z%WCg|Q_5qXNYkIV!RsVqQ5`1G~z%nyW?XV)?du|==
zxEu6o_DcE&><I|x;;`~U1~aMV{Qz$xFL?g@fHqQo<^wGFtGnRCfY0^3_Efo{pErm5
z{0whEm>3Xg5Qmu!`@*=As8quv108S?QWLuy;!Rw3))>Pm$<n9u4A&ZQ*+2Igrdv2%
zbjmQS373`sW%yOkIz#kR8+S_X|5#&u)tjdl1RHlrsV1{g3x5QV4=EUL3cAK+RMTm4
zs~;T;R0MiM4gzd&RW&j8mkE{PZ_&mpUhc%ZEqG$*mc}3I6I*8RMB3K)4JNL5(`gW2
z%`*1G;&nMjv0idd4=$<dWjt1&c)oxqCJ!|J>Q1DSh8y9`F2Sgz`<fWF;^<;yGt{<u
zlyMaP6*07semMR)ne11%OxYCUakn0^dl^@LV2<%~cOw00;d2GwTg(eSC^y0wfB4hb
zOj@xcSRr;<WjwB-OQTA(qIH`wB$^(6xx^rL`P$e`##7(=#<-vn^-V4@9O@Fd&xa@a
z`vxvnu|#pNG4NLtgY?hXKp5|dfl8XbH&83q#RUc%xsW<DaGH+8^?d@na7YtJfPBH%
zMw1vdIxs}a?^_y}D#5)g0{cnOx+O3}D)r7Gcd3ns13OFkPd*78Ey1!M1G6MpcP}tU
zD)q`gQmI3uf=p8OT3t{R3I5~=8l~X|_HQ24S;66Z$wBbjTbn|2rs$Cs^p=;<oe!JO
zy9T{16S|A`9zmNh5fA9ZzxxH1LLxt{1ELa-76jdPKuZ3NaD#YsZqOa2TlUhjpq+x7
zyk8MyhycPy<UKK{mCBt{crs{}&7GsV64WtJaPg7N`flT2L9h7HX@BM##KzviYh?7D
zcXPGkIaToXkvw(9E5Tx%P|Jfa6uBm+M;?tfh>Q0I_mj~w&oNr@QFXAxkEg~S3x-Z-
zsg*UsUCeY{Ey(`yQ*c-qhtW@hGxQwJ)tY9*FMTLriZnF}q9+D=NJmpk(oKWCg;~5g
zo}ElRWc2Mb9$K+D%LERX#l11IhiPNIkad8GNJ8%ynnqiNSz=t7$!>5f8NSN&veQkz
zde;QMbx7)OT{TTGz$rXi2)F!Y>Z1aJeq7Z)1cuf>CMB)YglNUq@{l;05GaoI3NboB
z<l*!JgSa*-WV4SXPb(9iD=<AV<Rf1pkt<%*E~L2^5S;VWnHAzst(`)Y)Vc*UKh6pn
zD-#mM(YYaiM}f@4i?Hs@nievl5fIj+iY@S#pG2tZBvex?x=Z`M9}*Pc7Hs)#2<Y$e
z$*4?m+ue|CFS@2~ltJ|REu@D`*emw`PsnW(PwJ;NU-IU#tI51b&EbPcbFEb7T&($B
zIZLIA=4K6jdLJsZ{RZZqZecFf@tjXOK9^J8$$Zq0YZ}ngeAQdn&l|tE&<uy``^6mt
zvC`^`icInBNONy*;bq>uw29^dGmwXW8VvONC1(GsrDoU>Ofzf6^A+ZPp>Da{edc%l
z+{AL!9HerS&L5lKR0wT(b!n%~qkVxeUk83^_NSU!&{uN_^xgTv{6#$EF}Hr<XPMs;
zNYRy%2HLx|#h-R@SWM!Ij+VzZNrv7SW`Tgz&mxsSHQX{bRH$YZ(bO{*rMPr~1y+d9
zw%QEh!KIe|GP=6EO)J_fEUnaZW`9T>x4}{tAS|vgq7vJ_Wr06Z_4b@r265vNOHV!3
zFNT-%*`X|`Jnt*K#qEpz$<iYP$cb;_VW>T_{AxfFYc|l^zM=lK&?i($fA$E~il_WS
zbG7xQtf6O&bf7UYQ|#Cx^mi3a*^p?UmFc0Hs+OV3swE&lJtNc{%+kd@eL@F>acG?p
z8Xn1|cWexWWo1UFNu0eU6y8u^DtaGxC#Khgwzl)cbC)1-)0dLs_b!L#+u;{kHko?J
zt!tD(n6Ewktv9v82DSsFisGd~VosPfR3>Z?M}=EkDrwtvQ>J*YiM2!~Y!wH@SpV^+
zvcJl>SLh9GM|l5oqEba;I@pZjS4q|uK0;TnIJBJ=&egh#Uv;qF^M?D0F4jCh$UG61
zWe_9!TmMqJC0h)$hNvV$r<PbXG;g}qBvy>GuC13zpKkSkCNmdgHtqqLW%I1?hkkgC
z^wwf`a@XZnmpfTp`kM8g-d)%7J=SAr1#A1jcdfev-KCqKb(hZm(wZIMmU;8K^<$%(
zEP8BhVRjb?R@-2{YivrI*59fXp9I?;)t6Gm*m9xKyqeL8wgNTn(R8MT`gfR`!W<@o
z!&dnS6S&0p`L-IFFhN|?-FC$r68E1BGl-<WZH(G2VH{;!j^yEBmq9!-&6ZrB<Fm*%
z7fD>NF$QrfwK?l^E^d9MfXerSwLfpQnZ)vgwsbAmYY;DgXnUk{S91S5TeV&ywBrpZ
zV5@@y=kMAcq73w)fj)X-^JjVv`Gu7Qxl6tt6gETB86Y-m95&lu7)T%X8PSW@+-znO
zo3;uYBJ&>zKRp-k&VK2o{*{rr4gOlQcqb)njvqZ4I5|^1)H&>uA5ES<*&y!j74}#r
zXvLj<!@g@mv%5f2)xxj^77pXLh0QW^_~FU0!$BNY{22C8AcrG=4TE>4Sh4Be_C28-
zrbO7`L=IDFuS7dMGNsu~;*uo$(IDXfpB)wX_V#{2*a*2jz^?HS4v2pj*@qe3iIb<;
zZ&=-A!fW=&fgmxi+J4*w_qfmPLBa0K0axw4BHiS3-|$~$AaUG3+*9pN{LT`-sa|4f
zhj1<0fmPGP{lj6ITL|Wz9}o^d#7h>1PY&-J;+Cme0WyV~!%gDRmEl+GWe)ESUkpmc
zjIYBdq4nao;j8`O4x5!sn_JOdFUPN7IB(}+t0Skrcu<n#8<o3?KQbH|TGH8J5}USl
z9Dx?{0+0JUmem*7^onDI!JQLY?ii$%2)u70tZ~4rP*dz$v1YyFpv5h<=!hc*-E{U~
z7lU~EYX`h)bwG^y&Oy*Km+lTWh~HgzB)V&$!B4=7ioYDN`k<=Zr;f{Dp%|xvC0kNS
z=Q^B{!;Uze0rh=wHPx9LpisXgyaay$t#H&*c-eV`Nh`k6%{idH7j6|fSvUVR*x6Yo
zYRjA-3-q7i&Y5D5InD(Fm5+4R&>C%6vKTtb*~f!6YrC;EEomKzPJ(`i&%VYwFVm7m
z&QyB6#F<U~!yLcR*Ty-!(X=JbU&QamJLPg3J0xHLoj%2Rm}-93$HT-CraR$9h<EL&
z!cX)>nYlH+JJlH@Orqv#&ULgl$6=-Sr#OS*HAH)=*mJsbxFEdE%ak0qw^kndNqA|v
zv3SUjG%nWO7k->$>hij~TFXBAiEdsWoFO~(6Ahc;>`430az6I`1>}pb&wv^D%THAM
za(G8-`@lI=^jqybD#(1!(@Tc%Vwu-@F=?%{Qjpot(-UXH`^Z8e<6KA<92d-<=QJ`O
z$XZExEgI(am32K&i_#r^WVw+2wkb_kD2V~j|HqsqGo7c}>7n_0uk&EYSKeUAovo}1
z!RP7zbq;tHX0x-s)R$lg&0lDbl*!K1vu`?Q_{_&b`Dpzzn!d;xO9#B}Y^4vz)U%)}
zODO&lHF}<>f;Bt>e!rcPqWAnS6|Goc%`tAojBBWD6C&o6O<-NUQ{uKb*9)?DB&QrY
zFQ#mBt`lUnQj5Nj8vY4)O36igXW30D@9J}TRi8HMEqmz#_vJqgv--+{E^vPZKsNfz
zC5ZuN{`y4n*P$1i@v-EuyjL7PwD3)5EI18jx<Qb9R?U6pn|;CUv+fsY#v*47UAWij
z(tnKl8anL&n7-Hfv8>+(I{Sb<pPp$~(41<jo%?0IFVM}CUGrq)F3__x?A?`PKqHJf
zG@z05s;vA1)xKlzE?ank?jK?b!TUI;qg1vTTJS5RZ-5rg2^pn(0}Uyf`O-@Zi_6gK
zU{2F%P7BIs+zv9~U5IeR;eGRTS1Y_j=XaOQyFlaa!#JJ;dbT>=lzlJNcTTDg?oeL_
zEt_w5$?o$?Y4`?beAU-MezL>RoDx%0-Gl#^+MzV79qz1lez(vgALx=~K$r<%J~KhP
z$^Hc#)(N{|^c4<rIAviMS+n5{FGzzwUERf%hkuG5^V3)BowCG>Y+BbFl5+9Cy8-l|
zA#OdkjrN9EK`U+>GToUF3|h-VFV_1d|DHKRRtkQ@`922xu`(n>Hu3^}7z8n)lp9mA
zDaNUs0hRNvJ9{IjIX%6oNgJU;%Ks$6DO(CU{|Ij*T&!1-?`;|+yxBm-u6h--*M+s9
z74J4p6;AT}lH$}bshv$|*(9A_=I-NT7wP6RVABz}qm8?sRd6EAlz~Gmqr0=a{=k13
z<(K{lcA(Z3c2k7$Fm@xGw7;Vt*`)pbV*RA`r^g=ITGPT)&H|&X&MoSJh>3dCanZ6*
z9Ye)Ar=9QPtHN<_JA<n{!(#;p!l0@*?eISxI0K_(<~n+*gDFcER42AN>r4@ZmP~+Z
zN*vwvL8!E0086TaAJkljg)VL_ZG|kD8O}JGHz6QI))BIWU<1WC0dGM|HMJE6{aXg(
z1$0}z$n@t$HcxQ$5h%}o$I(_s>R9Lyw$_)xB#0i_0yGzc?SHdX_}a14KN%WPt{6XL
zDEyBVmBoBfhxhWZX12u2^mTOh*WpvsQIJR8FA*V~Us>D@=P}|*#kClCCrp0{hgTAc
zG>k2VIvUr`(URUd=U6X%i|T`^?MLSt*`+#~`mLj*aD`V1jt!<|Z@ZFV05Z>2eA85=
zKL8uXawRizbkT@0mBshKD6fzNUuMc|ZUdeDontzkcHUVl`?ij5E;6O+pT20u*Wjo@
zcB}Z_1!sUDQ(WSK?ul+He5<E%Eu|?JoNC$Eb>i%w9EpO=!1D6~iUTgWo8!sX7tm8v
z;~GLAU3TsgzUIv-`z*XMeexN^;s;lp%VkNI*iuS|9E076xi0)5ExF>f(5G2Zdt_ZM
z@s%J8WMEa5b-ctz23sYDNqK{w<zaWrN-yzcVmjpGGO<*W1I{}766<JIokwwpOMEE}
zy%Fw1_jcZBq07A-^;<bG3APikf0D(3T(y0?k#%k!`tdDnDqCQWT%sCJmzB!zIurCA
z>OCN>uyL1ohsNA=<k1x$L9EMDhJ@3xx5MA!4egQ{;3uoO#21e5F7buq9H@cef#%`D
z@hcdO3&+pEap8bFE*$XQ^|)`{(NlhzEgojoWiYJ4;&B8ma(Dg1;U+znW`P{;ERe&U
zEhBJeG5juc=NbrYP$`6P+P)UNP)oyG%Tg}$0G<N>Q->?K>Q{Rgp+^G?x?bk-+j5yL
zB<7y~(-Kg~A~{z`ZAa|E@G3Scr**$Oa{xp8V18i`ZwXqtRV;>I2ct1Qo&#544FB>H
zkKt>$K`e$-Fo1iJZTWVytg3HXxP;5RFuhz~m<3np1{Pf7&}R)J7IXv)uFy0VTrJo%
z7F@qZ#3JU`ms!MwX+edvmccajZ)f#$WB$TC81t?FaV`_?p(Qc2EL@i&yLFkSw2e54
zg8>ew5|(M`g+Cpy3!e1sMd;cGXTqD%aX-03<3CXUw_$k@idk-LwKfWZ&~y1L<|Rn^
zZ)u}su~&G|YxArOrm;N}=wo5;7Pg{cga3xE#yzIa!_{2cV+yyV-oOcQ74n~-5W}y4
z3N|51uHb~|t^XU9HVkgpFE`k2UjHvuvfbuvRK$Ec2NCn_oGZ`!R;F;Be9pJtUao_}
zT5O@@R(b`_fn7@lF#egV_BL?Ut}EP?pEbz;==pr+%F9wdy7GeL$_LNNU>b8J=tEcP
zC>q_+l{;aKJ9klEwJX)_Ns8sAbz|j~7d>gb3L2OvL$C7C5`M>(t>1}?8@jU+THx>c
zR_40O!}9=rWOtf(%{i9FWNkFjO>fzKW#LzOU`f8p14|O<hAFWVD#gI^@>L#Kx?bgh
z1@3G|I`S&tkq*DggUV<$sX<T)MgCk+fs!n!z&(GnD_($lachbcx29dL@-0|4D9j9n
zH~!$^PWFaW`$nmDxU>B!KJUpy$%KPfc~mKbR>Jnw{LcS01=KK8;LhS3+)p%iq{!gT
zY+3ir78Xi6fvp%ylAwAFCC#t0P$K(B^4XvDK4V+KWsh9hH1RRa*5wE6>9lr*ULjLm
z<0}4qrUJKvvc}iA+as>I-Of~OS_jpnU8DIYoOv?dF!&Stf4KsD|LxdhP>mbHB&mvs
zYxP#Lm<2t|Vpiq9#@!Vjvp_$KS!L)rHm}BmHGE!;zxMpR>K6vnsNp(YamHz)W9;xu
zv*a3o<Xv!0EDCqc7i6zr<BRhK$iPS5HMB_O%9p(>B_D2>Y@~JL0@};IyvEn&(;$Ou
zbDbm$oXw#%U=HrW7NCI*=g{hFJRGGoawSTWNVWh9;Un)H$a_8%DXv3tHi6XF`2_0Q
z*p;eVjanN{pt-cd-<3?SH+HRuk5n!hT=2JWGQ(TZWp`a{an{hWc9)iFKC*jL&7o!r
znf^MPO+u6;jOPlGP#Mf9v=C;L(1B;M^|H-%zFxNBX%*}3!-c*a!!br{S+DDScJ)Vl
z8_X^>^5<q3XkrVcq=`N9NI3QbN4UUn4_VrEKFd--v3r)mcMhy&%%bJj>BB`4W;!SU
z+Nv2I-cQ)xz@9DF`BW>p&ZpYW|D#>W;Q<0Siw+Ec6&sDJM+$x*!!mIBrf&zh;%S8<
zKnsidW~(cSJ}8gyf$})>;E%(wB+b(RmCOky;=|ZoZWueexmE9Dwva#OS?uiQFG<C%
zXDZ;K6V$bV&z7L!S@0p1PNkdsuMtHbdb%94;u1Q}=880yU{l%TaNPjJ79H1(=O;(#
zjwlt~(9*T?xfwFCm20Ui?FQ5Z=RwIg#Ieb)azXa;4L&)#LIzHbT)M*PGO|Y+*%&FW
z__;i`shuxn&3P`1Po51o_~co0gU%l9Oc%H)OuI`Fu573PZpl?!bb<P0Y(c}>lXHX5
zo+)iyQSRB3e1p%P7LfP+?D-Olv)S{*4L*C8v~{`kIhfpV_9TG;cnoqG?7?G@3+-Ir
z$S&UC>&+uDc7n5qHxz=&fd=4mqr1tM8}&`T+`yeJHxW1aa^twkCq$#0P*;Nq@dMWV
z+=PIVEXKo~#dx^0^#<-IqQZL!H~B>H28DPMQot(4WVV0q%j%U5LMBR;kAtFcswhjj
z$w&Vy|I-Li!;FACGlJix6A>V6wdwWD6x>eBc1u3kF4+Qiw&<}#nHtHKqc7NU@_*U_
zYM3o>XSN`J&pAW}cV@<xXJ)WPPYw>lsrMU>8~8s~7MiuPhd21tlhYIFu2{<U(6U?Z
z9(;BVVwCdn97GQj4;N3_ExP}hy$y^?b`H|4fr{9A70=E=GI>5b2jLFq=ODiS?&@|>
z11^9WP{X6(Hn0uFiX^jFwbJ64V=G`1j*=I~y-@0OLa(z0Fa@2+=J<55h|lrqx9aD3
zoY9e`!w2DpD&VN%L@QIaaUqsqWf#?#UBt^$c0{tck87PEypGKZqE9`-<7j9a_|=A|
zBd_1$rz0C~i6Q;r<45>X2*mhCRlfoCHLUX3Eq*$34u$&4&O%{)_B{p3^`|2Dc;2n&
z^Vn&KoIdOVorjMGGU0Z8S+<w8NO`!I4Zh7E3!)mxLmFF$p)R%#|2Ny%X~+pM`d_CZ
z8+hZ{1M})z{4@jwc`)g98xT_WX$a!yPeYEOaKjL@_7;D54j<~8CG@8cJArREiLfMp
zKGZeRa~No(Klik|;Kgoea}2FbGPaftxs5Rd{@h7h59PlPL?+zk2O`WG7Ew;z68jBz
zSp`}D+x#$O9va%viay{eI1HipMz}7+JMB<a7OmM)>_t!Cw8A<z+_gjoBJ7+adz5R9
z(1#nE-oqY6XZ3aY(ZtcNc|tX}kv;S6xlP~v!f}#TC#^Qp<Gmc4g^zhJY%1y3#NBDf
zZ}SI~i#&^U=#Nr|LLTeTM^YYk=&w?T%IUa%?g0R4tV2Pbb?6>!+jE2MHeVY4nBZ#c
zemdEM_BWDkhb&wfSQoN0kElCPnyn1Y?$A3ET@lJv!b|uw5&TeeX@H}V{@9DI+j*OJ
z;DSl62SPG8?7=vLosQm+1pf<T+lW$HlD;f})~yQnlO^5ZyQ@4d$HGqzR0#{nF|Y-9
zS0i~AJ5C;UhwrY2VH!M4;qI!8=i_lQes9wgXCMtoG0#EE8!RZzkW1Z9XRi+l5bp2|
zmZXeruq4bjSnf(-D<cd>#Yr@_ji8bh-D$AXdb@#j2PNwca_iV$>x%}~eaft32k)!y
z@CE1e|H(*pasx`)Hc(Q^tbB&~o=cDtaMuOzt<;+eZ$F>y4rbS#2~Y_GFujeCgGp^<
zo$s)?PsbL5znI(AcinDh8!kI78V2*rcHiNWS?}_IufEHkLxj#;ZLLP9f>$J1SJdrr
zwbt+aFGG!;p+Iw4I9`R#Wg#^SYUANJ>n;z+FrU~N%JjLeInT|f%snn&nlsNe5qbe^
zilf!Fwq)V17&G5hDhSiLoq6K|n#d-@1`^}ugu4ymCTSqB{CNQuJa;$9-~KG0&9(P=
zp6zhsCbHvqdGI{jKpxWAT!RYPTr0#@HJoeX@AA18wbT{ro@<4uKspKN3;EAaxJRgh
zO}M9bscxAoNk1M_8V0BScliu^um?8tUNmDoOno-PHvQ7LJ1z5$D5QTbcNt`!_e4#F
z%OMCBE>pO(lRdz2&#g_)&ufG43AAvyS4Vo`rhTBS**&_~5iwL~&Wcp+@U-imm5@$&
z<LHS}7(&taX#Q>cZXx@>iAu_0&6h;sw}LoYTjmw`Z+%fH1Yh_L^is)!VVMgvC00$2
z@M<6^X@gA&3Z}R4Qo&&vv^$92ziXciZ^JPkuwgtM+6U1C9goptHP2$vW7Rz#Jy!9e
zEPCwa`7C<urWvzbt?4E~A8W2gH#LYJPq7o+(E}%@u!`nScZI->*}>+egjw`(SAtV=
zCHKPedpvOXzuKq*AEU6}m|>SC!{BHX+r)k)`@4Z*f1qKhviI-tpz-*B+IE@SCh23g
zJ;MrG{hPfLoQJZ?Sj>Q5;jo*)K(=3vzt8vV(f9e@8Sc;as~zw2jeEQMeDCbGs?+`d
z;V~JgVf$6Mv;8V^+^@o&?N_7j^Bp{xf%{chcUgCrrG)$7@hP6uOu5I;Y0B^OLzYEQ
zDerBzRjmuQ_mZu@j}Irg{FG+ReIB|NK@%he{|{l;9T;V?#J!^=kOdM_C`o`2$kkMO
z3ncW=5}HVnqKKkWl%j$Hb^#GoSOKM2pMVOYMzDe9*%j>V3D~hvMWnx(-+p&Dn+xy{
zTxRE+o!OnbyWf6TrP=BbD7Ohr*`J){ejnoIFWc0tzWY<+jaO`plup7Lr40NCM5F&9
z$~#WC<&kcA<tC)H@Rp-0aTf5F)EB(v8$8eOmNoa&FBGUX_lLdZrlU<t>aOJcNqU@D
z_0(Zm&Gg2PQ+z4)_%RTuA0|-W5HJ~Ruk~3^yXb-&*Zrh+oWas29{tWUIc)xZlf!23
z*W_#8&}&X*#pvgs&KgCPCt*3sY&MgY9Q507lG#fQDJ)oz(FymF=f+;&NNNvfwX+4%
zb<s%h(Dw_R#WoJS^aiJ$Got_OH(q*c<QazTnbEYbizMfjrpg#bhFeOKL}j?yOvv%p
z-u))SWklnnf8}5NXDGwv-*$%Ek5Q!i_U||DJ9bRdn`y}d<SE0QTlF8p)MI|Xn_i=<
zmKo#vmzzw6OC=k|uksx~_W_gOf*JUz(*3&MxTa(Dx-D7ny8qm7lH8;N6&Tq|W5r4C
z&s(!Drn^Ck)`XJWP#l?{%UfMj+r4*x`Pi4Uj#Z)CqkuEzId@E=FHEh9i6ewX`EU&v
z6>AWwbXT+1dgXRnB}(6wc?;zo^sKW`-}```w65vvdiANS8q3-*ud8?L&fd&9)|yZf
zJLZ6i<RcGQx)MRS&PH(bB+|Y(((dSpX@ia&2<b=!|38G!I&#41NN<)-D)op1CXna8
zmz5g|<h_|;s776Sj^lVeXa*AJ-An;-{I>%xz5i)i2`YS_a-<RAadUPHdmJ$8@aLJt
zeME*xI;BQuAAjb&tLF|3(Kc6-a{qO}q|4QG(Ni>3rdmG;7sw29z-wZf5LeO;nt+$a
zFehDZW!iE2qTrxeduc-?WUwQSonS|bge;UOAq#aVA)+|H5$!@fP_%P5IB48>3Q^}3
zNrbzr1zT4*Y+Yg4Lb$tGur=qPPPm1Rd>u65?$+~iM+Cv0LlE3Wemn8b0bpbCvIvVD
z@LXF2ch5WAJukTXNO1SQ&E1akaz_NgokI}ZMSeSHR~!Jidp5!y)@>3GI_oV5O$<A8
zzy!g>Lna8u9|~!})MJ_NyXjnAB>rU_!n69?ty%3f7F+3QM8G2F>B8{Sv{W<AJ@k+X
zcqJJ9pe{{JN>tGbF_7r;3e5mRpRUr&c$XYJ)|99R1iQbCeIVHNsKlTU?5H0EyAmEp
zv)V!onP7L<ArtJ#QK2+Q|ADqD9QT4!o3<+Abdw*m9(F%`$gIY$I;3f<;&pvb??p}Z
z>dj4K^r@=NSGu<xGHbKX6B<_tn+~DScJFlHA4cHpF5G*G3?J0{nc8{R;;6xM{mf!^
z(0L>C>+-LGiL01d=_ocHGLC|_E#mabAF}9s2DP(7#|zxV9_0sK_j1Cr{YCm=A_RZY
z{IKIMn*Nd1FL5JxAj8MXL&jgc^hefQSGHceBjhh=3*!g3|FH28#in87>4ciGoryFh
zNgMUl@3XR&%}#oa)>ZIW=|fH9T!-N!^qL*ysVODCf}4i8Cm%MhVH&d~@?c`Ff@`?w
zFx1-+AmvVF0`)b!1&1g(1^v$sXD`4#h$x3QD%KfBcE6Qa)BQLRdMGVT5B`iENAdis
z;pL^nI^kjR2ZxP6*mho)m=c{9(}O-^nF=yf4NYRs*`qKG%-55j3BF)$r8I)Py4m@#
zv9^wfjkQ(z8`c(k!QYY5Y^`}`(4F)*EN)phe+)%xJbl66;iqA3`Oech*3;M&?D4m;
zxH}-9vnd!o&c#HTEv~cELr$azSexIBJFIPGC0Yq<qds75ckmd(+O8*tjI~`)Nd_J7
zq;SvHHeSd7HodCOK9#lBGC8Wo6ZM&@p1R8>C0*;jm)4Sb6J*ifdP$q+uj^g0o~F9A
z30d5ee;bQ?j4;^Z))EFCV{mVG;IBmBu(+@PHWv3ewX?<j>fq7eD6#2z&fe-SVt%E;
zt<humX06k!3&|Cbz17mY`z)%hzaJGo)5FZc=<fQvqS4hlLd0Nn$wwTcJ6X-sx$YY7
zL>k=!J@1dK_T_g}_YCB6dg?(^QS2MmDQdo%rS{VC->HAm9w~jO0FAs)m`miz@YYbj
z9Gd%?Cf=2E_0~)FXQk19gxz4-&ZZOST>w0YUBb~v*!r$cW%h*e5t9{+ulErXTR?}t
z{qjq4lA+nb{6|5bLvoKJCM0(yx?$U+V>8St*jWa4bj|@X7?|GEf}8b6Q0cj5>axGH
za?&=Qm#bxlD?^UsUHF${f9Quf)3+W7*&p!+`|EPVSWxZ}V?n_qus^c?$iN;54=mQI
zs?yt6S>14E-Q}V)npDajh&&DJpxI$zVI2#iRETtu&r!}iVyt5(O9<=8{)c{{@XG!t
zY#n>znoOX3G&~C|!+1W$b31JX6DLlVTl`P?ll45exyaiR&@9ipE@JjfAw&nMid>!)
zbLMfnz?m9_gY@=pfpS+A3N{Sslq0&@cxPhJ^^eJNH;c#C>Lpb?eW_#m&uknPvw+f^
z2LEH?*ZM}DW}!s4m`OM_P$z1)BiGkV0!FmwAIFHEY3%VN4raJCqR#(_b*sHhljf{h
zUTt0Le?5@tF4PysHLdOb<sVJ!R&A;cOQ3~jU6$#gFPJRO>aV*t_1vJVW_liQoiPv3
zEu`hIxl6KQl8%P^iZRv531TI(s+D{ct6J`QN7+%+sl^Dsv!<1J)L2OTQC`$a)}J)@
z40Q*OYJZkzxH~8MF=s`}U*WOGJf8MCKFd?z-Swzm<{=v0qo1vASS+gWtl#hXz&$b=
z-H~Wm1U<Z#mKY^Rt)qHvdV@AtOmm&!d8X@YX_&B}7QuFC{>y6QEU3{QJWnz&sJRy%
zHJRmtqi|rX6Xd|$Paeg(5NX-=+MYD`V@I)-t0&g>^wncV1mavrP13N99+Q5H^rC{_
zqDMJGGYKpO(f`=XrT?*h@~|W9YN8mbA>98s-BT{c-5)~t&W>)}zh+e`_FuCq^(l=b
zA04Xo@A+6EGGK-N2P@`(x<7^%$+!>jvp>QQR>+F~H7jI=|C$vt`aiNlcA>+|;0nB4
zbY5PF40xgc!3+P*D`fOP*yunL#;5&hSl}xkq+#P+WdRKZuWsE*n?rPv!u{aCX8x8_
zj}(At{vyj`PyH*(gLVHJ0?UbihXB%*_Z$Lm+XS#Y_AO*J%VR$hW4t_OhTB;li=J+J
z1ai^;kmIX=^`4v4id~Uj;iMfEgp=;fI#a<h!AVnBNMSx@C4-Z0c#M9*NjE$ecG4&q
zS{HdXT29(u?0MAP;+RQVa*vhMG0b@`cgZp2D&)P(yksv}r7Av#?KbzgV<s=Tm~c2R
znPPC=^f&Sn!o#XkE;AwdEjnf#X}w+^K2AB7u7z;XGo1bVsmb=C%lK*d&{fAA9~$iK
z>77`_aOp#X$BYl%-rF<V{rEAS$}+vU#IxJ|2r)b}%cFN+lN``fuBGF2FC8;l@FEc*
zEg*)V1#_D<o9*5~Z1eHr4~P{$UQGYvSjNx9BE6SFtHT(IG1upIN@X5I7D60Wux5G~
z(@XzDZRvklGyTugO)p*%v9@~gg>`GXU!;ym(_GI3wk%K(N28Lkgx)GR{IkbPchh+;
zq^t4v6nOC7R}16bp9>Fz<2#!lcj+AmJ=t`AI3bJPC;>htWbG0sMsOV`*GBK@K)qvo
zq51L1_Cf^FA==a+^7cZ~Biy5$PQum+xz$?fF{LR9iNT7^G`P^t<HwA49%lq-=OxGK
z7qs(|<6-UOwcA8LuMEmQXyp_q52o-Vcz9~~;i=|fUbm%ttk!47mtQr+lUpV82F934
z|6Dt9QaxO#%8<LRo%klbb8sVFq&xF?`K!Y`)7*31{Q3yqEZfMx@Xk~sAAZ0K5V?H*
zxh4Pe6Q9z>>EL_$d?60E-ppsIa73>)pSZwrqvgExjN<}N@V+1RnMd%NHg>_hEF6|v
zyK(8?`+%4JUCwn0O6I#b2SYC3i47fTh@ZzSm+b3_26Oe*BRw&$Tg;2+b30y5-~9Nk
zMTXut(sPq~nnlLA{pYyOzpg<S+NG>oQ>_=^@{dM&=DIA9SweVqwC8mjyl080m;P*w
zXQkRL2<T0^L7|@C!Bf*solLFPpt)HS-+dfw;_5qz+huCgi}d2=-YL4xC7uh_DcN>#
zTk4oZi49vkc^qrxD)EF6g?cG<*EwP8r8o-Sp;dAfh(hz&Xq+Ibu2EQ>BUoHysSy$*
zVS1xd_k}0m*3=cU1&mM&92_wM2UnR4+v6LK)Ege~46HWs3<<4YS=XzvJv4iCS|j(D
zG=g(^`)`-GhyFg>8(YHI#@{XDj``2f3OfI`SI|!~vUGx9Ga#e@^OiKo)d#lbPEjkR
z3}Xj1p)dMeKfRV-TsyP0%3~*7`nAuq3)B-5X=nA+vF=AsaMof@kLcZVdndRzoiGdP
z;0+7vXUO{EGyChFAJLlZnEO2U==le{wcRUEU}-)54JIl%d_eZH?`KbT`RK`>Z7#J_
z!lAm9zS8A$vziVu3e@@<Pwgrn60=BN7hU6-;QsA|K6;JkO7**ZcGHH2Jrj3@yLFqC
z@|P1PKlqX6j<VSDCeu9Q=ra71Vz??i=q%o!iaZ!eE~CirCUHZ_rTatDoQ#G!!KE?I
zd5}@}JJZ%>5MFeOJnnSzp7S_6*jjRgTzcE+_UU@Z$rh=4%}h@Rm0gkJ^awF0^On!+
zgI8va(2rl|c~Dv4jKT(O_3hVt7OPT8kWI2yUjd=ZkTWxfnF+}2w7kx;zJc{>f<Ryg
zP)aYOmGuv$2cu8IJYjcpqA+LKn6N!9v0!`moiw)hm~4UVQ44I3dV%d(%yKNhm>zX(
zZ;+lpmjdV8>v|<CiKk(DJx_*BuV)IZ4!aZYbC<|BK0T@D&GYn5znCFXg?me`U}Pyb
zd!AO`N-$|~PyO-ZLtzv5>N9g!D_z<vNvW?ato0eQ)By>Zw=b=v#$N<6qHuAc;!X)I
zU9zfii96;LauXF}wcONnx@saJQztYmai^a$rAJe45y{G@+-=B&v6VqoIa#r(&YRu9
zV?(BnZ<c36Xgo{YRZkfUbDhFgxf&)p0oQ{at_RDOqCM%O)YTFKt|y){)k>>VrdpYN
zUhauHxVNZ-dmD1F*$8Dpz<pVSd#)c`r;VP*f8|MV|3#X@CBW||QA4O_CAXNcX9!{@
zj8|RM8xnyup_|!p-*(EB6wjOr)8pjcRte-kQo}-&kwnpOY#-$DCUXZ!gZ|`S$f5qE
z(QVYAlll*b0KCuszzGxCbC-A?x6Pj-`-iI9X+jLe3Ru2NKwP>gC*QIB{r7pES81XV
zR`0HV+63gJ(^$Y%Eu%2<A{emrz7hkL-s`ln^x?7vmQF3ObfOMRx0vJ6PNYX2OP{Mx
zWss3e6l3HkX{ep}Dvf+D_XZ=s^E4YdeNcFXr!YN{!P3%C%ZX%5FQ2o*JJh8XOKxH6
zoo8MMQ-89q8T-2}3^wz}Bm`RXFhPtQF!OB^0S5E(X=COuTP<wnpGyb~=9AOL%)jIo
zVdi)8-<FvZRTzpz6^3F#VCEJChO*_fG4mIwztDoIs&$4s38@lTuW`n(UPHFbyD{qu
zl_4Quz0nzC>%Y@n@XACcW1Le2q7D&k>g=g3NLkCQ0viGms-FpqfVG0nr;S}ceA?LM
z>eI%~FO!^N#x5a<nK9V;Oo<S&^J!;5kD_A!J)UAWk%O6ADgiT>>J=gkGpCV2CI355
z9_)M#cLh6NLnB+co$pW$tLm6_o^`gdBi0{T=XpYHk^FKRueM7FnVreyY1fxH&(~dM
zO-ohJOBC0!W==l;fqzw^KDF5stLHrB8KS<BSjg<<a}e(HGo0C{>B&!fCaOOr{`QYD
z%V^~iyCFZF(etJ^C`+vD@sPO>(t4vO#{_nXXKa4snM!TG?gehg<{Mt1@89GZlKwgK
zAkF<*$&?A~ZGx**Q+_g}-LUp9>oNwLq$o5DwN+yai!Hv5gg}2<5`^@JMgr>%S<icB
ztG*How$qE2c0cu{#mR<@7d)fXSP5a%p`)v=r8H4E)_V!J3bSd*e_NJMg!2dc8meBB
z4lKVSBvJ1w_q4JR*>>p0ZFGpZ*zy8BHO5=y&c8rsTpSpoR$62^k$He1Lf*FvgEy-U
z5{r#y*((!b1l0#3REu8nT%z8U_!!0i+En9x1)bFQ7S_w29_|?z=(WCrLKQU(u5V0l
ze31{`DiD$9zmc8~zTzpeXA}l26(pq7Fj(qr`>P&L$_!=$2AklbUohANm);)htt>FF
zf6cS85?fupjj~BUKOa&$HmJH;0>Ygy{6??c;CWN$ZKG{~?~f!m)Z1S7+^dQNnu*h$
zTsmWzw~xCWt<xN8k)n4^ZBR|ezM0lbT@-~o#HFWB@V8PEWD6oSwUoW(>7=I1mi+G;
zO>k37(Vsrh-*cOHxLPDJ@a%jVf@gi56<vc95eiYBTEfrn@suT26mnu)mv(jYp_U$`
zN5p&SqGXnL^rYmP#sSDDj04DU>9rSouM<iA>)bEm{d+E5{XNg9^tKF<wx20kL#Th|
zJr8{m>=Oxx@za~dZ-oavMnAo{S#|ZXg~i7ItAs#pe<BDO0|_*?*!z=myTw?r-BZrF
z=V4EpIxU}E!qL8-L`BF<a_c4CyjP_);1*%?@A0#i&7Y=iKel;`Ds0|@Alh3Hgi0#6
z=WQnw|JSAW^!DcHz74#K)d0y3JXRmK-Zb5ts`|(lxU5Sh1gwvB>z!NkI=O>xz2{1A
zcG_j<6@jQj1dBREs0c~a4br@QZ8jiBFLzjuo&WO{xoJ;(XFrnbCsKEIVSC6#*o8eQ
z*`-<Q6H5RyX$b?oBh*&e9*OwnBomW++#Mzd4`QhWJcv{?co0^HOkXp)>ulSr9&bvJ
zJAecEk$=H~{OCTL18MS&XHg{%<m64>c>U4Op6WXGThG<%q+}Y2{=Wi3#`61+cD!`6
zSbzMpr<U&DG3zOnScQ5IxgS_+ohrtQ#8uII-u8`FfhY`51cUs{B-J$vqjLlUo??W=
zfTy^yit!Xz$QJIOJ`Hs6ZBGZ?r7SstzJ5W!2PRr#@HEw|BAmtFKX@{Xi;#H6MI3fl
zbP@M(hj0<PivH<GPlxoH43RG4h!{1E^x)|&{=RCpWECD_{UYz1JpM`QLD5!Dt6jxz
z^}GO?HCpV`J{9gQ)>IIis?f#Np|=mJyib2U)66qoeJCHtl2znMXUF#4Dn{A=Tcy10
zcTZQh`a?cL9CpFpL1N@VXXWVED*EGtlvsKH@?@!#@}UYHIokrqs?e5*$JtV)*CpSk
zR3x;e8cqEtU>CV}huNd0I8So<kNZ5gyH$2op>UP)=nRXmD)V@!DwOyY*mF=jRE@Cb
zrsv2c@%n^d&B4q9W|6yTRg4^cI*(*2(EL({Kz4@r4Jq}evr6rde%eTFX#!nQ*z{I)
zvy=c4Vh%x!79&DDBoW|emsd4@cDdEUA>vsHfuDV*stFO#af=8Mn&;ID5kwXK)uIaj
zYC#YpEC^idGBalG`>N8;rSDbsyW|91|Kf1{i)_KV&lw2;*C*+!7mf~Z6E%(wu4?Dw
zo~VO+i#oWsAZs7W8mTM@xc^ab&jD^@&7@VTHFp|veh{Icni=>4*#Z&zNC=DI>P1&Q
zd-CxzTS$t2=aqswfD~2-kiv%W>XijyDO|Za|8LsJ!%KKH4+wFK>3@z%bE=w{G`p$^
zaf>CxP`kSc;;3EEyt~y}iC|*fyJKQZ4;yD(8t0;SDmi8nK_uv}N_-G}DNOL-bDmb3
z_r}%75^G5(PiOU|gv{fVorY`sncSRZ=}i+<w3>eG43R|%;(uV6!!GJe5$+Izr3a>0
zrfG9gx^aYHiW(e((LE>eZ?je+2G_1mzYv3KS3g?}o>aqISrR|4rgyFK@be)>LK2@T
zATo)k$XiX9DDNg!C@@U^-oCntysfKiM9rZR15tAzamV@frLqN4bD-Yj@{(7MZItHx
zy4|0VSdoi~^qC(k%Pug1Q{tJx*{FKOz&W4$MBu!)x*nO}9hKgSAu@0_k!*?FdWD1|
za#C)+S7{5($@DW40u|dp5Yk!V8?N#_iNF?1E<FDzCDZ@48rW0rl8~`8ynX27yU3;Y
zaD#A^_wwJCqx^4mW26>Q7^ww;qqHD!HE&cmVR;)(V>p+t7ek$dGz6|DF~+!>MA?E|
zIw&FVmcAI{E&nEx>@9N`<D4Q8b@&;JIz*@ladK%33_0RsOpx5h3RUcWr8@kKYXkq;
z)|{k&k~Egn>8X-q%-bY_n0Z4!eX~R`zJ_lQnnQAt?{ZDjQ)0Zu^u1A#=C^8X<$yg)
z?SehCQm{SKsGunSn<o<Xyq>#*J+F_c#GXM;ZlQu4?MUP7!HfJb$ZQFd*%C!&{c*GC
zep6HLJN9;Z{;7uT^ny(9Q|c2bHP+$2kq|OmXHWeT8tTN>eQJFqnyHj7n~8k=o@H6y
zF>1eP(^z@4uz9ri#ptoeyf3I~u_QrA*^t!JrFmEyI2B`(`t&G_1`!M-^{t{X@*@~<
zPyHkY+*9vZ<DN#y7W7XoDF3;CF8?cIJ>-~ZEBzqJYPQlPqVY`c#;|9aX?D>W(OKZ<
zKKakkE;|3VchUDTvh-K)GaxihNc2bNc<)koOZKsgzIeWOhFjA|<8!^)YPoD)@@2De
zJh;tTwKqHGkI=VO7I<5#I~faJ<sg~jLhl59@~dW8Oq}IpjCT`ezPB*_dB&7%&6gb%
zU6PTk#};@esh1@fUKIBU@LoJANSw1FVLgmp;fq^(Hz*5?mE!)bysOl1NfRaGcLGAi
z^KV0q3hLc0y(zlUn4}oJ`(AIN9@WOXNF5cpCWIY!bYy?5p4Th8RMn{=Mi`n9SHox`
zVJvCqy-0bYFft<;(6i1G1A5k>hS9TrvIW$s1$su*p=XvfFp*dh082V~^URKt#4~F4
zWvmH+&@k*6U(3BA0M4qRb4PpY>m$o)`u6c4$m#o9jtZin*-W}ca*O$^`KH-7z9&4o
zwbWb-i-Y0=5(4MClpt*Gu_h>Pwh$hsNLRyzmS<!GR+!$A5QLVuYM7|_9=C{)GK>EX
z>2Jm_-bD8^HB3mcs3N3T5JW`_f@rd#hKY(#*3e~_c^9e+Y7+gB?I9qZbhth#dBj!{
zU62*Q1=k5RO+fr#4HFPk7~`DW6Lkbcn>ueLSrBX`SrBl4EW$m-^cAX)<OtmNtZBx)
zr)()pY1l>|c%z_)8Y96FVN?YX#+_FL>H;EIU0?z#LK5|)7m`zz1%@2mYGM}j%*Nh!
zdhSOp<49FdJuIzZlKp$h_&B0JCi#WZJxmazbcpCLNQ6j4-%L_*HS%!HFg>K_mRg(m
zE6fD(m(`iWIn61;`TtlC5QlehUkK;BYE}&A^J8_wQ{GE;)q&opEAevw4D=4uuiTl`
zKu;OuEmr?ZuHo<g77&+SG{*aj&P_^A)Qxv1$LZW5-leKeoYX!(p%xcsd{|7J@p7Ih
z47yks@s=<So+`LVb&kU5U@++T{^EAtdV0;loUZD^D6Byhu<9pwRg<Hzu9R5A)g4g?
zw?x>1OI<B7;8It{8JGH$Y=KLq7PwRr1uoSZFxH6bamJ;7H_CgfDJLX~@uvH0R`jNy
za!2r{-_kgb_6|$0&JgKH4~nTV>u{fr_Fkoalq|xJetmg6=S&(!sjB+vD;6c{_{Pb#
z)NTuvo$0?4!g?Khgdi-19#ic7StTkl*)Z%n${2PXtA#5JuY|Bo(;a+^yLqop^K*mn
zM&EL$mM<luFlCGA&WD<K<1Ctd0>?su5i4a}X$@su=@|J8cpj;ALfsZ=7BP6zX%ZD~
zXsR-vw39NPbjG=OpL%IQlFMOzq$C9|WI^CaEeLqOD8f66quLX_<J5Xd3IaUg4EhtY
zg}mtqwM{}G!7CLcc%3oMIr>B$qi<1%2o)iT`kAc-O_c?P9FJCzqsF`5>(x=o8{|0b
z$Z=S<xZd-QQmU3vG$;>w-l1Nzo)nsl+KhBgQK$omVs!vfDnb(VYwvs8Dhmuz4pb0j
z+XvpORaeO#MCn}1*g<F6f&kYgKhvv*NigIY5-rd0^U6cLKpv|X$WsxLsIU6i8&DRQ
z<)N!Kc^q-=rkhLz@%kRg9mHASh_gVpMB??M5)5(HRum_-&C)8)!Ow}y-Oe5K)5cyi
zVf?iFCq8~&Nr?eSYB2ywD?*%TZh;}`owlS{4y;brzybIO#iq#x#k7Tjc)nN4v#G3k
zpBMtb?Zpr9j#S5GGotyFLCs?fd7J_GrB;X>!nx&G5zeKvMmVRifN)N_jBwtGO#tCM
zvo`%gIM1wINjM)nCQy<nOEZ%lP;Gm!uWw2oKMXSYVKVtqWJ1;X?>Blsva55{KD2SR
zN#8Kui=*u*%m*^DP&!I+&p9Adq7Pn2y2J-$YV{B(&Su)~Mc#+>GmCQ)^|E>1UTT8C
zFeSS643GC^wM~hBqeSI6>$+aAy^^}Zt2fhYn=*ZA6xI?O3#Ix~QCLsfScv&=Ni4+t
z?KEt>n)s<~0WaH)*vt!kY6wFxm)8?36GxQoR}djnwo62l0Tk61WjiC9;D13K`o({S
z%69&3m+hA^vdjy*G9WZpk+QuSlL~<&WqX}Erfg4;%{ca6tB$DK>6?zI+rbcG^%b?t
zsc!G=a#y1!F4VJ`f@H)kNup5y;co8?)l!0ypwLF)SIWXhWxi@iQp&Q$-Usa_Xz1?6
z-qmWDB!p~ruz=7xjXI;+Y0|-^dgHv+NxJcvr0QIquU3-<nkme$Bw6`v$b>p3WxXQ`
z<CX{p73RshQJq|+8@XB(sMS%pD<injt#XM0-P&Bo=+;}Z1^FbkAfF^okWX47!9?na
z68)<Oye&+LF7b>?4X9(1N@x>G^gp;aB$bEj=<MCzR8yi~#$Y*dWs)mVqMwj(%-p{E
zqgvTRtkl027H5_5@j~@bE!83jn|mEoq6Z`b;*TfZgj0{z!f9m}2|?)Tq}Sd+t^udN
zin&#!1c#X!M_)DSbfS#FVo^q5u^_0^El7S$Mj!6U*<i|uH|gbdk{|Fs&Eb8TY(ajx
zP(r}_UEm$NWJBUjin-{#B2Whq!R~;Ibqj(V(}Ex@PPK(Vo;hZR_hR*i<PMU&=1B6I
zY(akZm4rZ&&!Z*z=Dd<n2av?-VC=kR-Z)90W+zdf_{5v3EIdf_azq;a;|)}{$G3eT
zj$y^_TJfgHt{HEFe0oAfHEc)_qlPHjb0h-7{NkI^Vq6J&YJP69o_cp^U7rXd%v+j{
zFfT0!ahWxot9F`Pg!v&X7vl4U+!@0Bg$WhIyt__0Rqgd%m3Y3ZpY}edrbtHN`K}TW
zdRr!QwBz}n+2T#oJNEh;>d7;j#OZ$fa_&=i2wda-Zb>liZ%%@7f2*S~Rz@&Tv6n|-
zY>r@%gG@0c`^Qme?^i_Qn*G-(v>z=r>2A+N;hu=#!rj)ZE9M#QHnFa8x6Ne>+%2`R
zyQS|%(e%;=A%}5mELlHpN)Rr0`4(?WQ^!j@<8mh?RCKw0xJS6$L3NGGE#K<xl715l
zAzkhjQYr*(6!Rk_!|=F)=UUJQJ?^Cy{*7B`p&51jFbj)4?i2|@9e*`JSQI^Pofmif
zs09)S=6*+A<8<$^TG;8Xkr0^sL%Qh6kkfsbTZPjd#D7bt>$*diJxT}TEW+@)76d-m
zg22RY<*ppBJFl+sx?f3#!2D+p^PkBUc-=oG1kCRR^YFUQ*EL>uA0wSphR=))Hhp%w
z76eY$f<T6ywhWQtJ~NT}4W(req;aB|g~qZ4#eG`|fgr8)l1)xg91^5GBb`eSH+2A~
zYjuFxs0eZDdkYM4($KFdB56t>4r=_#l0}Gfr6bOjvIQ~ZRtbSP^P<JM{k-B(2N1{V
z0OC}HI5oZnhB%j3A`a^Omn4f2r`!>zT((5&{2dYunLd;<ElmjIq@GtI>H`v4eL$j$
z5U0wwz>w&<N+d#%k4dViZ&i|vzEzPen4mNXVPV`2lFV{gNZA@O#yORZs6!TuI%KH`
zaYDQWhAbE8x!Wn6lb&%2&zJc=Nq=5l*F^V;bkQ0w$&Z!H!sT5|kdVt8sjiXj2=4ew
z&t#H_7X&U&3X?-@w|pvMyL8cr?GzRe+i5Tm+n;9_g4n*2`$BAAnG_w{&5C^PSKb#Z
ziSJZ<(?yWGsKS`rKY50FPI8S%zfnNw*luUvFcS_s^D|?HCCBLa(&Pu!`vT1b`L~ly
zkbfh|oS*qoVjxWJB4)YbJt$icCaDEg2|vpl)D{yw$gd}f5b53JZEZrN#4{mseNx2`
zSudFe3n7xej7?R^==9gQe;FO0k_;g_PKxoz=v}+LT6y^KkOM`C{9|f!Cq#zEq?T%C
zVR4A;C?P0H+7ZNvg7aE@4TdU{Sa1OSl8w3avsySvUM3+hmrIh(?&0O!BFv;Q|7``x
zetOf}6d*04uo4S`0BJ$kK-?wCMu*!a8y#+)Y)oQ}WC$WYL=Yn)65dS`0X9)OrF)Fa
zA@@*(98AI*Lzsk|7nlU80Zd|6vN4HS+yPAD8~z28_=ei-7eU;VB=f44T)8mWGc5=4
zs@AVzGQWk%{1!!qR<&q2(yMwWzI$BP`O~{C2`_;<x&eYO)3qR*j^%Z6zkIwr<C%0?
zy?FV!p0_u3clJRhypR3~Uz5QQaZLudO~e%vM15!L#sN3|zo~1J*80n8bUPKDGnj*S
z{^!VRCg`SuaTCAfS5a|0LQj6#81G=8<X0;3qUJ_^+X}C5W$;@Ic#q>SAF;-9?M8fP
z2j|b;<<l5A@9`yX4Pr}vKW_nHJE@2leXy*QHh@cBEC)>Bq!L-`dNv?3Mm_bzv^lXn
zEX3C!b9u(kx6Mz}d2eN>=oW{(b5-*cLdBRhPSLJiK680St)>F()}s>#bk`fZF3&Gt
zc-X64O12vJ7JJ0|UmHBNg}<$?`;T{nUa^yw7K!@Qk*y0AeQGw+-=>0Ae8fHf3ra1q
zsyIlr()oWn^0Tat?_S-csxMY=sN+l2kN)c|RMP~OUUIE(OrrH1tNgVoW@T}{MBRCb
zztnZRKDd**!^+~#DSCUA>@jgsNULllEG%w~!g|5RLN)S<#G2Q}U+VsdI$<}vTeg6e
zkBsD4SiIT%MnzJYG_<hzOx1}qQrvpzi<6otiNe;@$lX6h&l_GaR!^zpOISM6SG$C8
z9Y<TM9{u7!L(7W%+g?_@mXW0oE@ePSFSc*ZU9IXel@O%p^Xysfw0b&Wq`!s!@H;cX
z+q-0sbvLYsb;QI$6+c8v`?^?D1UK-8Gl=C&^ZJ{!Ky%OVTTXR+<9N1fyXz7*FEh61
zUL|97BpYil_9yE#Reg(8kp$<@%jt>li-feNb}jjsTkrqb6MW*H>OPmcP(BC!$BPLA
z!reNj{s+}_UQFl|>kGQCuBWez_2sF_^68!5W%o>sJm?&pzp|d$pS-*t4*u(lY7n=#
zpW`{_wS=1^&ru9E-%5z4KAxzCUPf>aqA?4d_K)!42v7>lB2`Crjl%+Y%D2%5!*-k1
z@;##7me?@hk0pc+*!?zf%IEdo5H0j-5FM7H;Xk8(5@2Jk79v~gkM-DE)AWjX-#B$#
z;<KH&{~?v)<=R8__>@$#emTKcqUzQc>bUcVf-?RJD!;_nL^i+zYuDEqFSYETa%9Vr
zFI!D;QwtIuqKrhRGS0~IHtN`9UydI8;-q9HQH<riO7e#+Pxs6A#ngl8VGVW&cZqCg
zRDE)2|I+eIYKpIO`j0H6RO@Y0>ZyBzx#f?i_zGQWyyO{r&F7?OU^nQ}>b~k~oNQk^
zI511yAR(mDB{gOe#EddB9scm9x<_IydCOnoUQpj;Itye=+0`wsP>)E+)Y-Wu?ltvI
zrt=uLh)josbTS>XZLGf%RTKmk)wK%(9%Vts-V-RWA#1BpKX=wQsm@HATRwe1jb@Uw
z|NlvjAmcX#5i)+z$TwW=v#?fXm$?6M=zSBRhtvFV4T$fMZv(wpf*5*~I<?lj-%YHg
zcl?x_ubNaqZHIM*7wh8?zwXlD@&sj#!cOH+ay3|*kyqqy(7;F&+aN3rGA(Nkks3*D
z2=ReTi~Hfz`Y*C*$g~DAKghHOH87c0V|LxR3!@G>Xg&_~SV`jqJ$Ke3I<wi#x1thT
z-#FY?SMTmdpQ2ja+;^k8O3KIqw$|kWLT_Qdl{-v_9QGA@ZgXG!vOS59s9OY<hUv~}
zU`%&b1GCh)G73XSFc3gDOAMIrGb9%W(CxAX)TssLOVnY$7MDDIH#FcnWuu-D^tCYN
zD^ZO3UP7#$&3u35E@8g=8#v}WC)?LM{RW0h^BpgFWAoKXIlhzXs071$*WD1LZ}K>?
zE<ALx&Uw|pB|fZKHKd*_&8$HXN3`~N`;|u`z>qT=8bi*MEoDc2bolPyjKQj-1jCx!
zH8j>-$SuN}N#+XHOr&AW7HL?s4H*{5Qx;_2uPyt~mB@IlHoc))LCXFq;}SJZas&3K
zIP6c6EeXE|uT^(S2spp3p;@3PBa-|o!2I({K-3|DMI91Y5cnet0)KRML<F2KXh{9@
zazYKdPni8v^@hejeJDAFKY5QJX4beA({oaN$cbI#mGtMSz5<Pd1@A@Zz%y9-0M8&5
zEkqHXfrbE{p^UqRXNXCqU+@eusg-+%@p@z@-*c7tgTaNqM^zJkKBRi=1yq`VluzmG
zyTzs22#_&(y0i<?Iycpr{D3HoJ`oI@dY%x4aY+ONhAlgW)H$ha*gqMYmaWF7>rvll
zv+29JH`w&jRL7>@>+b85p2Kiy(+wnBu<5Zqd@I#M5}fc#u#wK{>FcW=lVF;1Dx^Bc
z)O0_Ts^9DB^Vv_4E_KsW+Bdy0><KQ_b$a`nsTGn4?Eg&(fhKJy2x$_H0A2#xB@tji
z-=-S-|5mo-Uz$H%{VgFdpo6K#^#9=&Vfr*Q6-=L~!f-6AFdQ4grf)+ykbgxJ!mreS
zo+@lVm`0t16^wHb$^r38y;rut_Pa<3v+nAoGurqH-8IsT=@&D?IVB+Ckia4i2`mUq
z--58|^B0BN`ijE>d{O4RQs=ZVR*Yf4*5UnH$tm&PR{uND*Fi0mU<h!REx@Al3P3$T
z0ILTGU_nTLB)w{|uaUCAkYY+$3ie-moG;{gwx=2o_9|H(XIMKWyU@Fj2x9aOi%CCN
z2;|0GyO_3ft?Nf=VRCR}mSV$^N$Uy`h9jd1g(IuM9l(*rrPD7svbgk099e!&-gy1d
zMZQ&)I5J9XmZ)a@d|1yoooON<Zu*F4vq(B~iT<Pe^4hrauY<rczO7BV@og>A`BITd
zYETr$fCvWCnJXm*(wPY)1E(|BTP@vk%J{o{e4_{vXQx-!Vv>ixU|BccCcR~>&u9Fe
zL@<6YHT~><Z#DM^zxPDC<M-Yk=WCT-z;NmJ(j{Z?d%Z64%}~!sFmf6C!bl{SG2>>g
z``aK<jT@5?<HiWWGNn6iOd=RJmhQMQ*<#$7gcvuL?zk~-5l(<4t?0(m9XBRv7&m4?
z;KnQn+!&27+!#$!_{Hg9BkClqUT|ZL95*IgC<7a%iX;TA7dA2}OpQjyk9B2?bBW;c
z>UpKUROOYVj2n}XgZuMFRKQ^gnl}ndfDGo7bd$ksr>|IW2J<TEFWdj^k`^ZH7J`@w
zgZ*m@fs3pANfJ(mZfO)I1>3i@0k$tSEJW1Uej~^BnK*2J8~=jsZ=*I|NRBRVg4d9d
zTk9HFz;IpbyH$NH*+ePxxq#3z#hQV<OmUySdd2D(efmaUb#oQS0fA*~|IbFo_J5;^
z;;TSn8;fa2Ia0MTFUELcmYPrE>b18eX1NI+uA)g4dRpTMLB2t#t;B$<XxZ4fiXO6s
zyK=SEQ>XZxRZM1xcWErac&dJFWU8OoSw8xFD=%J16yq^=kUm(MQgUSR;wtVI9%Gu`
zG|pE~$Itd<rT@w!BmKoEa;V@h#>}HT*>0ch8>(hY&fzq2Z}feuu9sjqh$RvNeOp8j
zBLwoC4HBW~ro29`#>UA0BOBl!wo3?%?A6A`KfJ*$!nmgK-=Ve0gLCqdh$up=MHI$m
zL)bmo5H_yI8XMz!xUsnv;+SLvPVI=p^by$t&rrJwu@dqkU^=de@eE%OH7;)A8RKls
zW3h#(gL{iQxVIoX?`SbnSr8OAhXnUw=hj`a1rdtqlX8D$r^U$zNHAPNAi;$dBp7*K
z35Yl(D3Y`wfdzqcvmlV5unERr4;@2k&F*E565OjB!zZ~GvAwj_Q~tR=j;0tMZnf+J
z8uuVU9F5~EAvRhF?BSjwdDz1}*u;3a1&z&R5Fc8YyyW&?m{jC4i0>uV+H3MVt6wC9
zSTJizG~eM1AuI(gx~f%@%NZb>7%ShmP4xC}S`-rkJ95_ombloqG&o;ru3>rk&>Hv4
zYfE3SZo>JdXV5P=-}H=1oG-}9jRKJ4try<K^Yg<X69|(DM3HGq*kb~`i`OMZ=QVH9
zg0|Lt_awr}JJtZIbc5T*W3-0WBBgw4PJnju2(V^XV0U&)CZ13Kgm>~7B6jk)Z6bE8
zsE4AHc>y>5zo)EaYhAc^0I#IZ)A0>_wfo3TE!rL#H?cpjqhX`vRbHIM!tW)#B!V@h
zdR!r)@=WD40lC-?_JrhPvF}!eWYCL-B=*(w*XI`KYRi51s>_)dh&3)FvfHM{OYp`G
zx#RWR^}dGpbs1Q#{Kgf&dbA2G5zHHY5Bd(+V8px|&-fbYp$}1+x<WpJmHUS!1Y2(_
zbp8U0BDnE#nP@FPu*x^mrN5g^<qa{4EjHPX8F?YYY_WYP9z>+1?>p?7?(6G%OP5{e
zGv6~(KSv?$kw~~V`&1MTeMBKlXoN~`Dh3bnF`=o6kD0Osp_p1YmnI${A-2^jlOUs=
zzr5PSE!4B#IX|(nk~k(nF3Hdt`+RftcTf0YOBm5a#8U2({|xP^@o#%i?FB}bf$}~E
zgk~RmYC|OB*i#$b6nkoFtZc!?+Nh@HfPRg%lmz#cP0eN+*gyc=l3_N}j&%zR*1O;G
zE!JCB=hSu&Aw=FsyOHThW(LX*mfW8|Qs1<}_nET5P^rnk_!?{V>}qFic)9f)uL>;{
zkn(L$`yO$rjRIt{rwznC@8SHXsaX|zCko@u2nH&r-4X-S{hc%2`(z8In_5sh5p|?O
zk|ikX6GXh7|4Wvmo?aaE)zp7(N=&v`H`BeC5cm1!rC_G9g_D#?BZn*~EmI$C?{B87
zyx{AZ{sc222lQUaRl<VSjdZYG-VEjE$3v5jFykQzg&ATAiA{HjU?Oa$iLkN(iOp~c
zF%dS?BsL?tMdSu){C7w%kQ)?bI+0b<Fp<@QaAs3vK{&V+W}3{VL*~-8xeL|35&=9f
z$~4*7BH2Q_M}>OT^92F*xCDdqM>0)zGda^_H~(Rbb4oy6AUCkOfCLr<>o*nzxxs?4
z1bX|?>|z&n&!OCtX+k-Dof28WACgf_*KY(d(}lX{q=mp)!7+!_ZxK?cdonCcUJ;z@
zs#`Nr>Pd()iXR#Y#NWyM90F(aX7mg3w|O%Yf5)*4!QRe5aumF`Q~HMQ-Ab%>)SJF%
zRUtng(mnR#b=wOFcfRm%oqvGVQBN&gl%Nkx%6m=?5g5jumuc6dzP|2$%}m{MbrixC
zVFXk<w?!e$3nRd?ACd^L?BygLuZgUeEwF5Afn{^=T;x;~U}E29Y}qgB*FW&J*Q-yH
zQA-qK)U61|HtL<+5sdolW;#F3pQ(?2=<Ar?m%-Ag+en7Ewke<Uk#D$5?U8WQHK&{9
z(PGFB-!tla**0%dV0N4YK&K89gmj8{hYLt(F6W6?5Nb6y=2T0zzz1YW2rMbHx$yyB
zZV?vrHFs<I0HO*DvZ%s>EXcfT0{L;W8yHZ{=EeoYG&jY~#S#NPV7SBdaM^;=;93a*
z(^Hxo^Y1{^xVV|l80Tc3sDpWnI+(X0C~hnWxW7<vA1-dzNwy%u<BkZA%NB_6nuI`v
zmn(>{{k$R&b%<b5hX@t~)r|##2#-WWz|u`s>YrWMVbY?RfnpaaIj`JQ%@WE4ZF3RC
zXd8-=j^AZ1Q^^(<yRo`ihMX%aL=Icy1r{RLHo0MP<Phc7c+U!`rktS}=5oetjYsQb
z*DUOfcX4{p4fhToYS|L%4QY`fv5Ia8G^Yi6c+U<z3-F#dFgx&`H)Ng7drth>x4jbY
zNjc9db)OUmOGozzh+F6M&l$#<))GDWH{TYuPBfaF=kY9)^E{komVjQ5!gw`;0nhl2
z#DHh~f>>wI_?v8jXQUQ*MxqYSXfen0y_SfxXI%G}ueC{cB#QBj^9jfHjI}*9YVeFH
z9^)Cm-REnWzLxu!o^hdM2&+CL_WN#Djrj3U$bn<bJ3xnkQY9D*J}o2!YMMt7!#12^
ze~AF&Eb$npSRz~C6fcnwHcr<Vz4mJ=ZMI$N?S#ICYe`{b=@(rkde3LHqH58FS=taz
zjcf>|My{URQ?a|7M=S}il>C5q?eMN;3mnTv2?6g<fp?rMxsIr^dwiCW&MAX7GFbE>
zg9U+Wu^{YPT=zo;7k#qjf4*W@5&z|E<m7owew6Jo-sOno7Snc!AZFT-A654X1>o&%
zcNMR3EQcbbran|q949Hkw53XgXd*MBQ7Bqf;7#TyVA{Fd2~0cJdp6U){IqXpC8kXk
z@{_8UWRgu=brX>1SNT`D)Mx=Q_B_IC?D;~kIZ{7UV!&FjC2rVSZ<8&sR%(H@^0U0T
zBm0A_L-oNweOvTn)%=CVSS1FG)zz6kZ0EaKlqT!B8`$b*ud&tdtNXj94`r~l)gs9b
zY?ThwuTn2bFxzVR=vew>xq4B;VXQkO1hf7jL1@;8dUfdZe4^g=&+0h6qg(F9>Su`$
z{oms?w!25RB+L&?SH~p;f%T}@Bs3?vMJWAd{#zQZo2Vk7T2!I+HiRwLhHz2yy`z{P
zdX0|1NAt@Ow55;w3HdNcn@<oUEp)uQg}^#q?1PTG^69I&WIFL@l4`n%9AcO?oKW;4
zA##W?6upkm1hG2Y0W^IQ|AMAZqBh?Dh%Nz+C-^s4qUi_g`j@CXB&!Hww+M(^=f0KU
z1hI{c{I&F|nt`YFzQev6yzT?VUEwoIzl^@Z$=e<;h{p}avk?sB{~twRycfYhnEORy
zz;J$`@v9x^5+@tDd)E&<pk|}Pwaom+VvZ#R&&^WmgQJ~4)t_q&NTQf%cN5{*(XOGN
zh8Gsp)Xx^wJAEm$AdP3P<cU^o^7Pwj{!PlyPll8Pf$o*fX60pxrlCw!9*F=e>MS9o
zSAAj$U|2`Q8!p>nHADTzYKF=dM7+ro0;{>oZ>(l2w+O3g%70r{LsVfk7FAe{4PmRX
zA#62+{H6{l^_zfqW_#T^>IumXSbxM}{Sn!MfcLV5fb}hYQw-cnBsto>${6Pqfv7_S
zi#kNGAXBsaeUt@3CcUPD2)O_Huw)A&>~}=iFIyl&Y(PvtM5q?9MX1Rb=M;gcLj;RD
zM6e);*cJpL{237e#XvtALM{e6`i(DZ=QqBrpX3z2tb`y&>EO9f1pOuIVhf8M+6a<|
z>6HY+^iU4WvM{+ExGqd@-rsrC)Zz*VrU;;!4ex10E9AleYJj_(KCg@P2?uIf5*(<s
z$&fT~pxh7dVcg171_$~E^8*L^M&N7?ba8?I^C$=UtNKogf-K=H0V&_n(!a)~4hxX+
zhx-G@WBw5^X+m63C=0w@OwgnW4P*<vEwvy`;Ac5akR3wM-}Tgn{w@0JcK$B<z_H|H
zB{7Vb`;_{(y<BJR2VSmcke4v8O#hv^mR|02DF#x6|8($gR0AZ3ND<a|^w)5yz7h`S
zcBzCw(Z&*l6z%swI7OJPu9sLavgtwN;-<?MxVS|U0wY@xG%jv2w+Q3v$$wiej;O-8
zEUGXr8^SKmhOmpfCTNs@Y|tqG#X)0C??{dy<68tVG9oef+CpGE`obagR)iFE+8RLU
zw48wuQRws|q%Ew|k1%oQv^$%AL8sl>mFP6c$;}3k<NX@mm#f1MgG_vwOnelX@q}&m
z<!;H)qx<Kz&|P}^S0^I*aH1Zl&d4zPax*fVeK`VPU#<ZYPoaOp`*I8s`*Pei5gS|7
z1NP<Uf9%V(9Y{-QR9Ii5H}vt>9wIlturarU7eTR8vzXW1vDn{=7rU_XH=herRJxrx
z%|aS|6UT6q53rt-&6ro?SRC5vd(gZZw`$!i=eyE%`uQ(Y{g^?>+A}+{Sy!t>fQd}Q
zuHE(G1^(vx)09@1>dvWM8}Oga^pE}hgOtQI%e9XW@UOAK*kqYs>VHhl5tPl_a(74w
zUbdN&ZC<vSC0g8i>}daUdiY#_qW))~KTka<8qMyVh0YqgGTZFlJu6Y+f}YMc?rUAP
zN%-E2!uW3l0}0;`Q5fGxFp%&aml$w?|B%LUr4*YZ1{wWR3tS-g&nv!_u})`yN9y=H
z{JrX|BFYP^Uo-x)ODA7)KTTxDkc1>9A2B|0MmE2POnGENpo1>l?T;<t2aQi`#Vqij
zp{+drZExkRWMt_suVX++H?Wo0UJ8P(yly#WE3b!a!B$>zj(JD!!HVz5mFAdjJ+K6a
zwu<JP-;rB1%Kw79JvH-Y-Z-Wx*=ZxYpqJvNsw*S}>1pk|$M9}<6WxD>zeG>&vpi1M
z8RJ*VdUna=>=C-l#n;jCoiY9eb{iCR$XNdhb+;srqT((AaqFUyqxn!(q^lbG_c5fL
zo=d3ed{m&CfVqZ-gZBm>%wdg7(YIgf@1|akLVGdCyx{eoY=JUS3w@<6S??I{Z>qkM
z&3Ma;nxRodAMcM%d8c)WIw;Ygcz-$c&&U?grxv_GRx4M`I!IGXh%^*EOJd;JrnyGZ
zTgn#nM=kuU9$M@#Fjvu7qX;X_G4I)vs`u3EuJn6dj)qH2qv5yagf+Zl3X~hWm&3VR
zg#K~4df8R}e(5V&JgGdlOL-CcbFZdJo+ufH22ClLZEKJ-tzS;^*HRNCI%NdudiOQS
z0X^l~!~!)(wjplLCJ1{Wda171d%4b^;-92eNG#+A%W_R_uuQg40^XM2$7-&gkzh^`
z=yMF)2m777!8UQLND{{J-yxgAmMD=&l3<ZXl3+ooh)C4mUE}vF3yg)c`%H)N2Qur@
z_h{B$>wi=ID!GCfKRROkC|l+|>c3H)ln_X83<R<E_hzoChE6lmxdf>~g!Q~18?;wR
zd4w8rOH2<<3A%o^?p!scy52XqJ6$)iuU}GJMMQVgJX64gdi5~Ixq5YzSQtJ_EDWCo
z!SJoR&fiH{U<}`GYxua3aoz2J_#4!-bCG}1ZIGDOF-zMg*m{OcN9u1_tN1_@iGsxG
zO&&mGJTq7*Bu+E(Oybm&9XU2s+mJ5uwFJ_&8*&sXIdQs$9|oCQ!(?uaB2$uW0=?@-
z|I?KO`olN+H>ijB`S3LHYw?ds2m<{>c_z>=7cCU%ubmb4ti$!dx&DjPR)JuGz4Zv2
z*_J#L>~~1iJ*``mxrqHc3;NQ3Sljtcw!=sL6h=U#zaU>Q4uq3o1o*%D5&`}%Dc|_N
zEZKrbsRh3C9qOF}ePwJ%0{zRxTU4Nzj~F+2e_q%PI)R=aG#+pev%r6b0zLn>1N|08
zmd<e*1Hx0qFZR8*+kc%JCZ(Zh-$;-8eN-(yX^($c)p69OU4#71)uj>(k$+77St9==
zS~=t|Wq?O`sh9K0x6St_y4=I4iKG5prY3nCBFW=b`0fk+52`yP7>+xyb=R=t9^UZ&
zvlBu1AGXN9T3NIa`8(W0nd^E<8<GDB0deb$!yUu=Io;eH|NCD5J?eFVWrF^z`FhD_
zZ(mw5#kVoOi9+}yjDVm$=RSWIbx2}Cz4k%9lJy@G8fK{r3dCeV$EX=Pwl&|>;`Jql
z(a!=$KV^&2&w|Late=*oFspnKoi}KIUMM<COrw?$=ZDp@V+u49(YY^ois(GJK(Beg
zKQw&{ODHG#Q7JN_^WKC0OVvopE++YO-Rr}XJWE|9+fkrTl@J8sNd#f<kZ*!;y$Aib
zsD%;>(d*6v6NK-SEfj>E*Gbn(Fsk%b1*S@Wgj+-e8O(n>s?9Hl(^XN|`BRle7vaN#
zAbeC??Qc*4k?Zu^3d~aE%>`yD^4Hb=3)R<>AxQAKBf;mg1#gx8B_Uw`_W~0JUm%ja
z6uF-<&LKpi>vJQ9MI2&S5QwqlVOkfqz*x)sq=Fb%KjL4inzf*gLyiYxG-+WbqKRxl
z8qrQdkVdrD8Tb0l_30r=Ixy0?B&kA#O&U>Fksg{tX+)M9SFznSI=a70&)1)u1VRE~
z3521uAQ-w1|M7QJ78nTxy{$rWnw#lJ3$PSAhyLfK%Si=h_2x>l<Ci?Sy5>4c;hvDJ
z!wMcHh_M2!hrYAU|FU{bV$tCDsVH8mZoR>un6~}AGQLRfox58%QZGu1kf?lvzq<{F
zM9&+E@H+6LEy5CD(a17tBrDQ8gv7w25zRVspBGqvk+is4(l6vb^!5mLk|Md!kbIN0
z(3><h^{Qw5vnuibqc-|)RSlU)SS$Hex)cGSi&eT5h5i2s-MHWK7~QL5)@GG2u#ErD
zZfS}>UrUpF^p3*l9>L(`Lmyx2uj!_x7&zxqkwzpQ*UQJ@*r$_}yuxsYY~g3=67Pg3
zNon}r9sS(>{*KEYty?eAl7kh3?)?m9A3b&F7yX$b?=CSl%|au0Ld%GEPmXx^r?_W$
z_viKM2mJMP$1VP>bT31thfkCY!o%YWyRS$vJp4z$HKtwp#s2Hez+M#BRMpxlu*|(S
zy7x=|Z`7v(ZWga_ug&`mM(57;G#|Iby*91%j%_-={NtDXon7h=`7Ca=iF)kUmd5k`
zglTYYr-{Pa(=u{9jq76`^|s4qdSViz5I+E7k&@ErvigBrReCF-aIn{g1ToWtO|!NV
z0e-S&E8{0y$`-6B_mdF#$r7Fagujzs<4Vj+8^Eo?K|asJAmUY`n<&F!S(M?hYzVI^
z+YpLYl<81kj<3pTWe(BZCOHE4^BnHy$rfxnt&k9KubE<@dmIttSoPp}1t8)Oz#<L-
zEC|lfSrE9Un<@yv=jf(n=dO;Ej6sMG9U(rHEfC@t34stlhJ~1yo12q*UKxlsWUy#M
z1`C3HGYbM4-m_&u$r&&(xZH-VjLWUp$}IT@T36IRFF_pr<F|x5S_r)4->$WZKXf(@
zuT&B#Y@J<XVe;15&@d^49(*!(qQt^mLf1$LnSj|*qe&0%s6}h)#MWkzY-*e{O>npy
z8sQGH#WFp_7U`G5B6D3$U2kfW>rLjVLTGuCIYelAvUMe)1=M6AWg-<7rCe6Ozz>5=
zd6-Oj6q!(2J@oTR*U#I3LF?x`<Urw-m#-uQW%Z8MrmX%zv|#=G5xx6Ie}ewzoBDP2
zV_*66)n5X`)YaBAtOI|xHg$ECHbO}dp3YDL#!H$fTAS#WS`ouVSM$8)1R=&kdEFuk
zE7!(CsOuxK5bAoiF`@1v*@95lQ!n{I^nyCOGBHAtu2-G?B(|)xw;!LH94ChY5%2BR
z;fUvy+5DUdcDFMZ{AZ}l=HGUi{U;;K82By&LU{#ZAj<3oQlJWD_EKsyWww@BTxPrO
zGsCv{i|m?-QH$(r+n7=te8Ru)Z>_1+9?FaCt62@|(c5!0ZuGw3bMBb*%}ic0d#CJ=
z>+bR^exkHOZIy6DY`NxMs(&E`Q`W<%w|&3TIUNhU_H>Jm`m=t^X)CF2a=e~=kN+z5
zy(Esx`x^nFHTQe6hUqcC_y_Bk_xfK^M?@nsCf7lsN`JL6Rd=nnV%T@)<(IkI8oeci
zNY&k3VnN|D+OonqRd);74DF|8RNX|yXspCA8VdrQ)kU%e&-OIWy8beni^D#aq%gcT
zA~zd*!0!v?W)f3FQ$KGL*3^zEP*POhbGT#VW_PsJ{SW#Fr2okyCa3vJIfRkQ`yR<M
zW_isa|GR3T1f$@7R6>xttR)D$jW(j-eobN_c)rxu<S#GDmPo<<nFMnLb?<Cz3hpns
zMI<nH@ZTW?$BH+RM(ngmBX(MlNX>15Ie@xfY-=*V=i7>!TeYK}Lgou0V%r%ZVr2_z
z?j{lf{?pr;ntLyi<UFP+W1LeCq7FGM>X5^NM2c<;3^}T`v*ke1eWBzHatw0h7$jRz
zbYCSQkmHI9a!fj(994*_skm>gNDNJpihF6rcK5v%I@9Ot%uS+T&@53fXci<=Zd+gs
zT4`j^P-;Kh)}%UX+nQ8o6&Y{1)c!{D4E_I-AV&WqrS>6-g(2T>NtTxV1(nVVYtR;N
z=yPI!pI6jB+L@~R4@o>ybz5Kv_8axdYX)Do3k!m*$g*nWG14o9q(Q|^+KY;NFIye*
znHKHo7t*2@?JK55ceXJV_lManYw0erfr)kma1C$KK_83_+@Sh0k+5lT#obFl+<Mao
z!^0JKslK~r;8k^rKrp_4wBGrLzpr~ldy|dKib9wfMnEERUlhVUVFY;e^%8+Sy6XwO
z^G|<@F8wCmueQk6{PC^J^d?upIm9`_{Dxn*Bw@`M-d_0i*W&|eA-^s$jbHEDKH}Fi
zBYu4scMZS(EB#tnW6-q8Q;MebA3I6s_sQ|559em-<hx5&BgOZA35JtjJ-ugmc@^WF
zpyO3`^;&-lOs4=ZPYisas&x?aM%qtr|1HUiNjeo~z$w689b^ICE;-P`rPAfIT!7b&
zdaQxodB!OwT`A`G#*&!&(TItrac&`fT(!wKx{=I9isjrA8;yOMr<p#C!q{C}$JA6(
zJX4Vmkj%lX`x3-V9xC#Q5&;%{SqBpgE|V>&$md81%E8&puTzoF<5m#}cuMVnMwH>x
zEXwd{HiRp38^RU&C6PgNkLh44@^Z-$xZmt>zgf1RnEgOP!2P>SvCw@#5#vbq(Rl?R
z;t;?h4go9(Dsl_LZp*c?f&k$++p2UF+6O7lI8vOEJVT255*L9ixuXflAu$><#yRJK
zs6z~kI>fLbD9SAe#5ie-fuekrfuShx+rfC{-W^O)K1y;76&y|wM+LbkpJX9$QGO+f
z#14LV$1o`r<qIrKF3Rr=lZq7O4@xW)<&R1Tv0#dF8nAFt9<8hob~J-zQ{$v+xx?L^
z5$+IvEbBw~k^U+yG8g6CHJ=i^pXV3h=UZkG;pf|qm4qLVlXaJgW>nI0RsI`43^IGe
zWcEgpp{kt7@a-L!XX~lifpv*kQ+C1?2#&}$2LwlCI|l>_fCGYunC^c1CwxGVA>x1_
zw@t(eIwFn(g7iNQ2$rtu7WT!x^|t&#?a}h29nSR4;EjD81iO{bx8T6c{k)lrJ>!RY
zR}I^A3B1aOCEd5V21RlFIcNSTCAzZ5q2Oa~^dRB%&IjA~)h7x9@2IR!)CN(TbQ0$S
zGX>bKpSrkZrjGBBQKa)$2hz$PZy9LfQWC|a0j*mH{<Oi^b1hw)Q$tT~6WE}yN(t0-
zQ$JYN7$dsSxXELfKIo?ii%awei&nQTySe!=y=`S6RUcRtn6CfVJrJwo+6OLC(*>GY
z->@EJbDGx4tZyuks90CHL+?zX{&o~}N~4Pyad_a7D5TXE5)zA-DkAA|seytp9li$Z
zQ;C9N@#9Wrd1H@k0UIA1v6&6?3u#4Va=1PYY^geNW+%7KYu2HOk|-vh7(m|@<P(BB
zvae3iV{Q#}8F=}v6HzMCLrzLjyO4hIpP`iv{%x;pOk-r3V3aW+q$M~hn8;K@5S$cD
zFEl3w8_O1)7f3BMmwx14)iJ^CD>MriU;}mC%ueA;KMuJQshQ6SbYLoyg?LF8=LAOe
z2<%hE5{w+D^8)&milr;HmGyAZe_D*x|Mm)OwZYKU#qVa<&}VuFmZ-}lVJuaQ6A-*O
zJ65m$I8c{Wa)wTOc2O;TrcYplx>2B+ZJz5%eqKkLP9ww@E-sD2SQ5cNX8M%GfciXH
zXw>H=*@CqOYQZ`MQOC-d#U>1(P?O?p)wyM)q#u0VK3Pc=qd21qZN(`{fx<v__HdWT
zM)wx#ojU@J_3(j#mg&<NEN5u6WDQy9Hv<D>)IkZx4AIN9kr{G^Za}Z3T56v}#qvY-
z&O*%)B&!gFt-8?MI*=g|kRzmbHhEgQY(bvZT0)Q`wCHRW9olk>$PM-~BO&F)q61My
zZeUSGZeT+=N3$Uu8XI;tb$Y$d;{Do5k{z%<(P4d}Y(aW+i-dsnxt&dV(}zfMmUi2D
zMIh=B!J=ODb-p)F5=VApp`f;$5Rm{ya}ssWsYsR1CKb7$v-5U=q=gB4iy&sg%-aPP
z0^TlgNWB#yg}lMi1_XMkVIiU@TWJuGH}qlR2>9+U^b2`|yNk&iny?SUA-Q<6L%wz7
zqp^X{qkX{AxfHGrj0-%iQkh1`$FU1g^(3V6=KPDoj%LQP@qw3Bfoz9!r$e{>1AX1}
zq6<z4l|&)*2qVDq$4LZO{>5GNrqqHiak2r1PYp19q7B2B%wcq>T!Y~^ofznB3}2$a
z@LhHF+Ooi{!rGT{Kd|;yT^wt_GSENW$6#sgNs=E}`)yYRZq?Ua6<DPnmu)clhxX+Q
zlc%xD(32+xs;fsNrYoahwk0O?=S4yx{UKqfFq<Xb&;3F^3;X$mhH5%}lIj!Lg7<U(
zkPs9(zwx*`r)>Y?R$>0D`0tSUZ#vLA$<@V}jzt*OZ$sGnZ3q`QADgZgS5HcCf6xVY
z4`min4`J2f%TgK_8QvSqmdM>hZ6p{Dpk<M902dS)2hff&&L#wW7<B;$V08g0EC}u%
zvLNsPX+_3|eL!kKXIyK)OM^6h+}Me)$6j#3QkTB5jLzqx(0Q?oaS6|NF)m@YWF1p_
zJweQr!X?~oA+SrBU!=>5gZvUdHXn%+Jc6Yy@CZ^1Lp0$LXjI@4E@0a52ruw2c!U?I
zjbB2J_6TLO0-r{E1bzAJz;o(j$tAqO`x3J0>)<$%58QN9;3f5oM1alyP-Iep?`bf5
zWtXbcQ5eS~7;p$F#X?iy5b742RG^t`0d;DDM<D9(2$DgJ&i{&xM_7GJpwM^(iNYSC
zF<+b@Q%IQ!lyHym4FijfZ}{TYK;QKLu@KTXyd$N8Z<usj;G`NZ8HQWfcVG4>d(fH~
zzi^>MMJ6y=LZC%g5rnjeWUAm8=1WvKhTDscaosLk;22g*2<+;?Vv`fB<rZO21NrZe
zQ-D1YRoIh774~F9*elo&&IxWQHuf~P*nA%LOUVhi{?y_6Q`v%#+590P;QBY3kga*0
z+|LyoZ}1mmoRfQ^4(=`L;NF738(0u{gB=m>kq_KR{c}EWRk1PID~gTr=XE7MLXHm8
zmQ4^dZ7}{K3xSQlu&W`J-8D=K)^F(qtY7L`h$yU|Mgi9U9FGF5e<F7S>z~;5Y}Wti
z{eh1wvHn*l2W#kUO9Kz9TO_Y=0dpi|<9mVMmpvG$r@udvyjrc0O)$@8U5)YI+tutS
zJ}WU`+D{X2eB5iBY{9eC0@J2v$F3_FSXUrG@+Do_vOlNpGmK$doY81Ca^KMP?3Vot
z(}QL2qtV|HXrfae3iM20!eD9Hvqit!tTaCqn5+JgU|2T2VH*kfE7W0$0DF$>Mx-sp
zh$RRq21$Z7EBcnDyp5xY#D{sLbu&htCR<?Ctt14|o=)@54MqDl+$v0CAM+M6Y<%gc
zo3RXwFf7A{uwB~_j`j^qR|ti%-HZxX>t?KBvSiFSF@hMOVGVOF1hNL#je^`&5pu8y
zYgAzoa(+UDVG$+Wj75}i2e61I`4=qWNouP+9ya<<;HfB!pzqZ`8Ca-Zm#m^depNu6
zOF2-7clk6hOZVuQ^}PC8V3<vv&sn^_?w#Gt`pdy61lmG(5KueU=uTXR)CQJOt-G-*
zCc#TD84?3lmEPT0RjzEov)t0a-<R$TLcFvD;Az>>&BV(dn*sr2RuaXO&Re>j-K>Ui
zk1(rI-A%xp_-r66eFsY^&FUp7Hq0ugOY=o)ykr<=Mb~rutHwz%jOhjmfnLodh!FtW
z8A~MstY=AgV?9e`3(Dkm5`y6JM0XPsH*kxvoKgID$a2OurEi3FH<n`&h2_`~wj3M6
z5phv>6A>457ngGUAh`kO-#eUtFI!M0AC(Yr{x=OfhsD>3Bv;AD7~^ab;A(0|0*g2#
zupqPz+c!@3hM@Ru1p#m+M@|pwGNiE(z~93Ry<fIKfUXh(0lM_C1?bKgXA=Nf2~kH}
zx2Qt`3xYb|f<OdMkMJBIuHQ)m$Z>sUcjL*Xk+t#lLU&3|p>ekn#AqDc_eXaHi`8-q
zi-Y?zl85Qt)+0<0TNp1`n7oCtIZO{%a=c#w!R%GgyoUEGEN#S4yxjv=a=hvExjE7&
z+^1znaG%l+L(;%~azDH=@fy!L+~;ZL2k!H9kF&YY8{Ro*LQz*YdN)89hG%5opz8IM
zTEc4$i2_nisRdorkt0B6X_4Nj#nNI{PviW0NDOj*WpuL}GK#^n0lu%er^zVzQGPQ>
z_6OOU_hjeykMVo5)%d;IbZ6Yz3WXcEH~77qd$Qk~klvgj(&fcVhT!sU-5EHp=1Xve
zOoHOb3U!A>fb&}|AyCB!2|}t!0)#S&+3Goo1vA{()0p8#*#Zyvu7to0|4U~OyLqol
zd!Ji``Q6Nahddy3j;O-?EUGX+8^SKohOi5KiiV5L<H4TBJeJe^UK|)1*NeId`4EVB
z0YQw2$QzO@1kM{0^ucWb=l;73dWES$@vSk0;>Qb#LxiFD-;@5Z;(yNwQ2b8Z6%@Zy
zuSygj<m7$<$k8TDQ4fE=WPTP@`h=<UiK3E8J2tc-7wer^L~C{n%XI#IzFd9kRa%;#
z{J+48MAYrhXn=alPG)<qWhZBQjsV!68_d0w(LdqsIfjVsIc}SXovb3_knh!}|FJz6
zzbEk35V^;N4Y>ilh=_fcQM^Qqh4i|-T7;Fg|8m`niuwl5DUpJ2;n0q(p*9a8*^#-m
zgN2}5JLpEaUDbQ)xE}-C)Sb)><hr?+*o(VOfZe*wochjQ+>|4M`sM3>3e<NgiDK3^
z3w{ZFXM?f7G4R*GCbd-%G<$KcO9+k_Z|!A{7{4G|+<N=pfuDHeEm0re8|bCJ6pd#0
z%|d4d{i2uIefvwIvj1`IWd$|oY1}{eGU;En-eLscrChy@gCh*&f9X*e4I&uG|5`~5
z<bV0SjSuW9TR@#!P*rjN>;o%fAE%0+z9M^gov%rT$f;twXOFMxkdGM0xT%*e>KD98
ze{?VqTf)y6PdJ5p=RZUHZv5Nccl&~orIXyufRILD-)*{-0sC%qdh@<p%Q)G9ZMPd~
zV4AgRpXjZ4LC1pLW(y7+!Fhd6v&|QDy!ChB7x#2(<}J8~n4;w78rcPH!6lWa{S&yp
zih5MS;j=&PHoBFbaw_nM-gZ1tTUig{xbPikG843VEtss;=wMAf{zPDojRkG>o(wEg
z??~#XGu{*sdRw<R`#W8DGEhr5IZf5dF44#_vMi)QU(z`7?%UA{2&L}Bjs_71G^kFA
z7<Fh+T#3=3blCz8;+E#weW?>Dki{DGzqdII_G*LRaNVy;FvsQSjl?v1^BO5*zu=q{
zs0?=Ax^j02qkT$rS=Hcx^e>osIVantG#p0D|EwD9;!=Yor<jvD)q{sssRSc>UM?XB
zE#nEomfPFxu-zgN5IE<Qn7}zlwjgjmAR!2xOG`}PT){0OaQ5N9L%N5+NmLOyEvg8d
zHiQGG4dK8!yTs(J*V8q);R8fFBs*aJ1BdkwWD8R7pCtsW|4?F5@27|)*ABlj#@R%e
z`Z|5q#*x4xez0+lH%`(<;%%WI@qRZV021#R)H`Pa<4a8J9#>)#Z+{=+BIFV<Umk*(
z`9dnt!9w7iyKNss%F`!I3Tc3)42auOn?gj92GAHF4S0$rK>)v$yFnUoX&=4zQ-2|H
z6zs2ELzc$-YwMGOpH^bkuO|m-mt1lQtG-@9+~u{?gH>Gm{ry)Z>L!PJ#p#+S8^oJm
zH~f`ErxtH(*I3;zo-pa~VtU7wciI=?|Mqw%(xS@)wV+SfBv*v2Q6d>@oYtqJHE!kZ
zV2!W$VQWm)y;Fn3(ibpTn&b@07BbtvQiGqU_avAtvb=73u$oJ~E#WxW(6$kwe=Wg$
zd{X~$Bv3Q4irK=nAL1{j|0VIE7rzt4h>I-vt|q}Y?nT7;;kJ#HyDu>v(jr*K=|0A&
zPfI#v8Ev%A2)0xy@&T9!eG>>NaeZzPX7M@`uq>NM!?G>Xuxty0qs_t0V0~qQVI3zN
z75?2(;a_QjxeP6pY(eUN1QAjvG!G6|V=XK;iHrLhljzsim;}*78G4h2$z|v)o8ID|
z+jUp>RlqW}XrM3GqS?#5!DJOZ2>0|wExOR@cvhri*rGL|utljxA(3E<+z+SZv~1?s
z;(z%UZ1KN+&ti*P{K4&&*dm>Gsj0WFT;tUT0>S&$E-4sJY5gi8$P9P&MP^v{ThYS&
zE&N@VEzJH>kI4y6Q71*C$qXx^Pdw3=Gs84}Wo~e>s@snw2<hX_9}3D`{meaCO=JUN
zaqWKQo-9{>ut4R=W?W`P%}D8L_A@X4)GP>=sh$!Ial5NSe~4@WeQKe5xH_pzWD7`B
zONcarePtpcTSTxQ-zwNL<X$AEaW7x=t>|9nbANCz_Yw!}UgozBc1b_MBPrd>S8{0K
zUQ*fwSE&_}T?G7?w!vdcOE3cdGZF%m*+3978JZ9{iq!VO>FQ011qZRMpK%b|WD6X`
znmUu4sjnrN9fa!(eXvf@*<t^dTZNOjm;bh$1d)f6u*kznSP(dg_d5o2l?7%e;d+HT
zbV}Y0G{5{Q&?oyDN0Hc{It(coq>d+ukoxVy;LWO;g~g5{qrY(!@%_W};3$eLOm-B7
zHobUXK_@k|0+w+U`}*m%zJfv(JqQE)!$}NqIxUQJ3MXMrCY*#+hLAXL64VEr#6BKq
z1nj$*7dVN#`k%!~jCnMvk$$FIaD647Vs36;4ZXZ)(4%ud$hk#5EG6UkU3Zm$z#kkm
z{vf_I*i<*ZI(MboA}~z6e!jnn*PHsA?eLvZ7#~J3kelz77_ir$`<vYSsBD3aQw!{s
zsKZ_>ayW5g|8OQST))*f*db)E64Ti0a-wA?=jj7zJYlcR2N-+(X+u)~^o`7hwAYoA
zFWBpX{=wlYn;#D;B-`r~Z3hHh$}hoqE%Tz%V0)M9DB+wAq<3HlI&yLX`%%sbO65Z)
zIueAGo&?9Xz?BjKRz6{XvGNJB1-boP34wv%sLMKq4E$zp6$aj%|F#UAD8s-l$}n&n
z!uh=oVcWix`)aH6id{9`V`;oE^Da~`N{+z&a}M{<$rkLGe;^^?{#|g7OX`*mFd6<w
zjC4*RsDp%r+|)Qp4Ki3gV$a-yz&~xWW#Ba5buq(=-Tej__fj&zxT}Ox;v}RUn7P^n
zF*AoOzo~`53x4$B%MLUf*mta58YVZjB)8aN7k)!3Wr!~P1`P%L#!{BhtkiK&@Ed(f
z&*C?>O-N4Fuia0Fvd>%`TvLhj_;Gab33aJtnO%k&BO&va1i#n2#|B?evm}@;*)`M1
z#+RMAuPrrI`h5}$p5UHR;|bQv7I*?`fhXW+d7Vdg4Dqii6`tVK_+Z<RCy<!%1TMN-
zv|n(psM6o&?%)VME;WuIYeKMB`ZWxej$o8z3yxsxgy7feO9@VRCD=&6a(S@5+9koH
z0bO*H&h+Bbm!*2Z6~W8xr%1cH=~JKNj?q(QXV22R#s(Yfrx!P?u0E4QDEi|*%L~<M
z35Ir^AP8v}4Fj~RP8snYRzHq|s?5Z}6GpRK|C$-WZH87aP%kNJh%mj8;nN#OH*S{F
zmZ?Lx+VL;wR=cvZ=+@Vhf@>?$C_0pJml`P9L=o9vK-_xCTe)M+kc^%jjL}!;|DUj{
z4zRLn`ra#2dl1-V0fhw?kldS;fk+6bAky6>EZreUiP8;61*E$bSV1N9ea%k=F)#rW
z8w{)${bqi1W6r%R_y^vdGtZov=b8D<oH<X>r{M-F4oO1&T1gV>)k>O>(~>wQ$2rhK
zdMt@!d7J}jYM<tSbM9&-&UsXiz`1wX%x)C8?A)GS@|&Lk$aHMstJ9MYWsiz|oBPky
z4i?4cxp7&Qqb{qDljL=GtHk8>1&e~ue&0%b_K)#dl`>*8H1o(hvzgWwK09ba)_3Mt
zO-8Y~eIk*6(qt5y1zXcRF-PJuDIZZ_i)5giGy^a^v$bTPOg(}ObgQOd4O*wQtU>GY
zhyw2KSrI4ukW^$JM=FrprEvCfDcoHu(^|SqrCO_<>5*C;s6I5J`cOTB?$RTg0@WXC
zE#0O2NF;ZcW?$6=k`5Cb=`g{eP=(ygI25d)2PK$*z3C%bEtqgPV!~lP0uxSY3QRbW
zV8T0BHG!nV1V=hda42YzITV<X6E^`ZvXV4Ex5)CfmTZ@&wIt7yZ4#X>ohagT@xAG)
z4i{rwr8Xijy-iFWYW*e-Cp&SYm^|!FcS&H7GM}z&Y;QW*Av?4|so%DZ4V9<QRmG=7
zrSC+N=fmpFQdMY0Z9&53S-2Z;AD?`H>H^jVpt_*Vzkup}`zyv1_88l9Sk`s+!9`j0
z_00Vh({n*v%HJhoTyxD9Z7(wU21UuCOuo!xjwq4<?cp{6TF*i28I@Jso*hxFv3XZ>
z0Vv;UBS87N9zhnT5oGa$Z6u59NpVgNv~ja|TxWV3s<JO7ijew1LC7aav|HX6Y)fYm
z2$|Ye5OR~HtbTyC(pi12Ruc$$%cEIy%#D0_6!;h+SDXrTi{+xca<)&@s+M08bqUQL
zP1KPWPY3iEvUL_w$eqbtxO4E$N|RGG6Gt-LvOZ#3R%ugT4**6xX$k_leOrOiE<B=O
zG?o8$V6=W)31CMm0@$T6jJgzt(c9ZffMvCn0Heo%_I(;^U>xgFK<Kj?wH59@w5_=N
zP*x4@zJ`Cn-Pg2Dc6UhA+h~x+yOR8X=+2mwT`?)U5~a+ftw(NWKeI0Dr(CvF|D5kH
zX#ZND^`v=`Wkjzzx@T`_3c6=6wng{MJg-J_c5ck-<uRWrlJv|p6ZHPHt?Z`$p;<GR
zX0`IPl^W(^Td84+wo|GgcnY<PaiE5&n#6HaoC7sX1I>ZZyuF=-=6!kuH4N?8FVDKo
z)^C+w)XO?>k)50N@y*mP$OOHada-Y%bjOM5%9Zgx*OuclvX{z-NJvg%1^CbCUMl}~
z_fkJ)W*w+UnGn4?*h`(J&A?vj+;;K|<9t1W&D7a+a&p~Fwe4gx6)GWCzMxCYo2iTT
zW?l45;}a9IYjg5kpRtXlYLy<;(_lmOr+rx~yk@VaV@dGj{;dAyX-$qV3HG+j8GayZ
z0e!Gsk7G^HA}8w?lRQiBr?XPL=A>q)S^ApyH6=DdA!ejo70y!SId73Y{&dzNd*Yd_
z>yreOvH73Py32f<s}%3ac6RHtS>2M3>T53l>jAGnm(|BTfXymL*mr`D!MV&Qm8xSU
z_L%=VlJ#HL_;WpcEo@7#&)79bv&`~E6-SwB?Uh$x2~kN=ytdqea7Vj$r0=2FagoP7
z8z?qOZ@0IX2)m`dY&3UD;%FD=K!lCZ9Eh+X?Ipsd=n=#(jUf4vbVQe<CTD}2+pFYv
z$4gnaM6;ddw1}!qlEv8$0fn9BO*|j6-7Xrd;;UpQ=dV~Z<7OsnkFB8fLbm(m<*Y}|
z0ZoQ0J*O#gS7OGfD^cO{ZhA>u{S^X^aw!!Hxl-W2nG3=l63;%K6n#>QPso=a=`rNX
z_lY8B2wkt=Gy|&MpWDlt<7YjBWNA7m|3I=V&_R;r^*o}I<t{!p3IM#L?fKa*UY%9S
zI6{#tT?*$)m%_R7LVH<qd{5UqwxNBe)&`o_?;x7j*CVLcJ86of`3|z=$m}3XjxJZT
zz)R9muRGEu-D~Nn*Igc@`wlS^P_KW}Uef>j?Ir!cOJ|+azjHB>u(g}TE*-xhf>cMf
zo5|B7{cq=ANdMbAB&7cb+vQw*H>;7y1p(YyGX6AehrOU}KpA^fQF7>suB{&Pfg(wq
zzuQ6L{H+f5;^lA&TcmLbV~>rjSlj%R#QQ^>7ZG2uBWW8=LWuah9VOyR>Jdadjc~+!
z-m?34WVKGyy5XFh?4SaE=QC7=ym2P0ZZzsOyF~rr4vA4;kLN_xH=(&W>Q}vx*&^d4
zo1vrrS!GuaMLoUUr-fD*9RPZk>$HI6>IoGqn`W9JAwv7;F+^xjqELjgNw)@nG!JS9
z`1!<+;^!0f2zH+?{GQp?EY)Ooc3bm5Sz%kw7OPu&IghD8ZNh)+K=qPvxVa-7ZthYz
zQe6tW`M8ea=A%1Gq^{jkqLgjfg1TMhzD})dUel_<mX{*7yrf6)TDh~Df|&idqr~i1
z63%UcPnqM2#*lOv<4A`w4h21Ghk`Zsf5aGD;YB)qXIGRd>K#EE@G84!M~T{Qq&-Ki
zbAb`H+D)RD6Gb~IkEq?s$|Gt+o#+>$mY$(@?;d%OYA`Oh%l}BtQ75Y-a__i6mG(V+
zcr=WVwVNo4H)p}0S$REn_)nCYdZ_`4-)@~GemixNM)CyBftVcANn-L5J%T!Sj6L~w
zv{%<je&cN&&h+fb9Xm;IzER0H$)5O;md`zgrWcF`r)HPnY|tq&ICt^n2+jjER)xM@
zz2~>ArWqZXtb?<WRuU;0ZRO`QIo?+OuO`RxviG@8(pGkk;uM^-@XxFidMl_tEE>%n
z%;%bnKt4wlF&~ZOUmXT+viwA+jois|j?Z4?Bg3C`5|?sjflF!QqJra%<T9P<T)>~o
z@-O&P+0OssPeTh-$!qr%4-~R%S5pN@WnhZ!_9NYVxb~l{83~S7BGAxo&+p4vzQ8xc
z+|07Iv!&Kl6xM3qdD-eDnJ=3A)F2$r)6AaxF5)!ark!Phc7GCAAD0V@v?)nk54c=N
zDpqsBftPj`2i~MdkW^>{WhCpti?l>jvYT{PS!Hd0UpVTsnp1o>K(gF2@-?0hK6{GB
zIH9~zz*i}w36r(YhO}Nq3;LchA8HEnN!b+NZ|1ZnlixjHE@%o|?t7w;%aP)!?ozs_
z%avIus~PRs;H?1p^Z<&xa+(6T&FCV<U3nf+Fnfw;jpmG#*Jl+Yp+H$jC{Wg=aLRBg
zoHFusk(5DFP~743!yUCYNEB@&nzz*>DDH-63N+8|B8j3FiR45v>`E5khD(wT6CCL<
z!J(j^>`;&>S|yl(e)2}G7ED+hF=4G9feD8+1tuI!FyWc2nn2QFf+HO!I26>U4h1Hx
zj+=nJ*uOcp8hXF)EQ#)$&eBf)TPq5W`->>zaq)I?;jYT<JiH-m?7qu{aK~1rrO<W8
z-6$jy9px;CnLEl=i6SD=QErgHART48wy}<~<B?cy+%EIgKXY9{&#m(N?EPg@JY8dR
zqqXdW6oYK4jz-bK7X2aXCNEFNt>s#L0syn4SuMcq=&t_)vmciA{Y%;|Z_AxoaGh;g
zt$a~==4rk*5?Oq<qIh%4RP#l%_(nA#pt_bVj66QDs;gx3XEhgq@ae7sgs<um03nS4
z2>DnBLT75e6f3*NGWhB!25Kh3z=ueTi-8w-Dq!I6G*-noG-D-GH2giRwL!}MtBUV!
zb4@qmizXVzz?|~ceEB`*vSyDa-|F`4N5yKS=tJO}sYDU&;hXdn^(0eGb8%RDD%p!g
zeWgt$Jpf3&LsJlyb-M{9HsBEjiNCW}QAh-!RO%+t=txC0x)jDlm%^A>fnJu#b!KWe
z@z=uLq$qH#M^T_pU({ICnQgm?!?tBr;jlCL7aVqGw`7NfG~E}3G;XqTb9hNi%F>vW
zrHN9a&EdDgzDv0@hpAdEPMh9zlVw&--xFph3yNN0bcpwB3Od9)yUCL`Th$1ja=2($
z)hnB3->B{DZC+7>(kph@*#lngCcWY_nw4C?m8YB3zwdREQslP;26`YO&Ve$daCfCP
zq9>($Tn0aMU0HJ=@+x$f$g8DC_*hQ`d+a9Py`%-=E;qg7UE<eBH{B)1BRBdGiNX!t
zI0_?eVm?L!us6@me@5HH{M&64zs$@!Ha9ULc8T~~dAHx;TVd|kX5c0Mm+$b+$TNb-
zw&*w2LuQm_K+AX-ougb^#*@2C%NXh*f?n&Ev#){gevkKl8scYf7P2(0R$nb1?adR7
ze4iPIjP=oPclwT*9S%3&YO_UAaso|!TRi4@MUs`#k?!(2yY6x~-Umqx@5UHVc>bgr
zaMgc^T=i>usIv%<p%LKi;qJKZsahd~-61=ok}t>J+}w9p6mB(-T<G;Ah2Zu^Tw`=D
zEAdQ#TR;7pSKcnJ;j3UL-|M?C;}EN-PvS<cFXL{`-4lJIJ*KwS7QlPvK3^e^siEnp
zKAUL@@b)gEP_!NDF4bp$&43E1cMmB)d+QNk?E{(utR3G&uy!(!D6D1E1Z!WT(4^j?
zm!zWdaijukT?%8ZOJS_-(L?Ibu07;Vx~H@z(0Wfq>pgk|chbG2DbV^qJ*4zp)I&<o
zSD539+LLr>??{LC4h205hl09or)bZGO)XzYx)hyA2VPdvldeqbIjeM0Z)5tP8$Tpq
zdXhfTkj6zTKoq%XSfyq-47^Icv8N=X0zHw8=)DFamOtL=cm-03_N%C1BqTZ`sGt_{
z89_p7!c!q3HR+j<kouAf@wZzw0zn!hIVYqxd@Q82jY(;nC?%SZ4$q^8;P&3W(sWOr
z?_D=F(LTr@W{5T#xoC{0AQuhkDfjvhR3og?ysvn{`<30Y$Y08)_o3cI{yx42W{zT$
ztdw|Q_UxXLmDXxj0K}@El2RV+DQW5HB#!-Y4y2_Mngd^gjWYnB&T9tX)8{=UD_znf
zn4U&}Pdq)<gQ>}y+iA^w2a9CSqeGKYlI9kq>PzxsDT$8}kgCv&e(|5tl*GT?lr)=}
zHEi`~LezgzE+QpWVNp?XJSByREGem`W<W{`(*0$*rlfkkkdjiM9#YagySIUFjIB4+
zcgb6YMma0BWPw_<o74<Bl$GxE7)`S0hWq|9gB26J!VJ)qh5h{f?eL7OiFWE*Ur}3s
zgzpA>tZCK;GedLX8ciYf`SGp?dP#y>nZ#k^9PogrGzUCjPcQL+<9Y<rX@oqWe(~kO
zYdqKRf7wqxK>y&8HkuLDiq;&lIkA^&m-HF$YZlF2no~TY56S1H0-OQ4>nqj)x$8%|
zPjQK_y4^Fu*CJygll5utr*&0%>o-kbd_64~icIpQdCV`Gj=W`hD_;=^Bnm+w>5r~S
zWzB#LP@%WvtqOVsd8@9bAOqaeTk=*t9#P2uBP$~AM4`!fi=+bi9jQQmm%@3=p-lU#
zW;0K3Nn07cC2ft?ia_b%5v7Og5u~kIngXR~_Lj8Os<))AIagJlq(gZ}I+S-PNLvmC
zX={jR@5!*!dPURLjidvotpY+r+REEo($?!*V_dUWi6YkwY3mb*fz#H9z3uT2YS63M
zcmfvY$s762iOX>dq#Es5QPD_TbWV`CTJaP}Ir;j~FC?yfeG(GaO#~0`X7yV!$M;D>
z`1kO2w{H|*n{KDJNFQs;v4|*OVZW`krqF)d$ASTG7GGQ3-Z!5XOm#E^qO?XI!GHku
zOL^sSpXNY>H|rx2-c66-SQ-Jw^Rc|<*VDs%e;*ai*i!4h*caPU)9ez`B}kwf(ldBc
zg!J4#9MZ!w{7li&e1p~ta9(|>Z@5{i$tXf;M~zzVi!>d<yj4@+7@LSfjzQ{27ybIx
zY0qhXgvp^k65EIL2wt7`mZl&~-s~f>{Wg!N*q+OOJF!ht5gv|IgojJv*mfyglOCiG
zS@8OQQy*FXucr%*>a8!$6ZIN_E~1FFQoT70sNVWUs<*x|QD}WRrxF2hgEBWN6anxR
zIT821zG4Qc+;|$P-1;U50Jf~=ul5~xBOtojT$~-dxIOX&?I-lm`XUUvXiBIhxo0#V
zzGlYiF?jLFz7hdL`%0m-Ac<p6oCAf@<|K~waSlY$5zT=pI^0*H=>PNx=BE)v5zo(2
zq_xL69MV@sk?%pOL(gpX`J#zYvr81UCxLDh{lt?ZivH{?iLuaD+D90|WF1N!wQ>lh
zDO-Ibjkh21MO_A)33qPu{m=ZPxe-YvG$VYg7*WW#$ONRtux3E$`1{$=8(F1O^Z>GA
zQ%ynS+}Tee=WZTRk@F|(;Y1D#ZCmw5<JU3}IWC1G$E9%ORPQHgu}VL+n=nO-g60qO
zvz}Fnn!lCR-7y7<FYYIqu`3DWy@VB4HGpKpfCu!fFu<W;FTtT8GmcL%0DB3qX;CoX
zrGA21FX<8NC7jh1nDB9e37;~@6|VtFhY5~!nBY*bm*7xf!hggBa&pfs-_3UKhO#Lh
zQh{@OF(x(i7VRf^c2j@lobb8wL=m5hZzt4txER!G^cPSo-(NtD<Y6zNjl;=%2`yvt
zu$M3(fkE~X=-S5i5|SOVZ-3mK-YYU^OPP~iDh2CK6iF@UMianPM`P3?fGN+#VA_>0
z0>E@7>jW@e**_UfAx*D(AdQ!fybRvT$3n`sn3QdaQfL`WQurNG8|WQ6^XTE?$UCG~
zrcGBb)q&s@cggFcR@}v}kE-vXCIa3b^(2emL;u9y9>o;(_9!09#=Dm`&^v$l?NRi9
zygh2o^S%>P^jn#5+uJ^#87~Yv%CBv~D_}<R>k{z#iFf(IZagXe7(X(KXHdKFlUjHN
z?QVVm0FU-O!FQbF7WU`b(l6X*o5?qy;YPp1e6J2}{^{6&H{WrqL4da}v4Q&#ckQu_
zv4I<%Xr->_witSCeR-vcwQL`*+_8o!!5I*xPkY8Kf^Yeb44p<hrBAcw_OVH!u)Y1W
z>M8Wxyl=kwl1~c2_iX?8Tdd4yikwsbMc+oc;aQR7o{zRK`+j%HNTBqVg2Sfd{YozS
z73DMq{fd(JOTVI+8sSSU?<VMGgJ*s7?JfW38)IrI4rx^+9+O@3erZ)S)2zsVP4AZs
z+~|JEz<rW9dc--9fgecX7#HV2241Q;kbxK8FBy299>M%Hf(*>_a|X^$^?e-z&*Z5?
zhuY!Z=4Fj$k*r&o#Gmrby@z=u*S^8O_|Ir>f`7ZciJHu!GjLHRM6WjPsy?MDxU2f(
z`{l0cGkOI5h!5!`P(Q*h{Igk6@7MQBTO4X2J=USi$#+uU_MYz#?<pGQCd6NfDxA<_
z7oYYWFxL%GN)g1;vy(sMDVXY2<V3H?dGrIH&ufY)7K_KM)0hH_Bac~YDHfghMIZa#
zFb)}BOK*KCV0V1t+ivP;so3bOp(x&*qTkRqpUs$_xy!Ur1G3S1k1cwLR&#jvwaEZ+
zxc*68y<ILi-GfP76J0Ji-U`hH$6GQ$9B-o@f#cB#9FO%lSGjenVgQmh9$+sX_CI4&
zzw+H?C)I17ZnUA|cm4tP<Zu3mio@^F26>gmpxS$jW*+3PXq%t+)y-(kWbJD~HJ!YC
z`n!M9elQ<sG8Rth-}nl8%zK)Sa_>h?LF)aED3p3hZ<Kol2P(%w&5?JY)Es&B2<pAE
znu406^gyZiGI>PR8gKEmQHMqsgruU@aHOKva4B5xxfHJVt{o`#-ZcZ|YkwWICeXT#
zXl?I#)mP9<FpMH;ux5k80|!c-SCa&Boj3HVij!bgJSLcRj{U*k_ly03s;H&XG<Fm7
z2CWCwT@yLUYxD?oep*wY^MM4N4_{Shl8%$@NXN-`C@Ab43QSlfCU~x~7hjEZZ9JDb
zj2e2s8z7a~*8`-oyR4Okd;LiiaW7PMe?A;sV6M+rKE^kScvG^aQ2bM-Kof{$qPnZ@
zaC3E6g(xDER=>6F*;mpE*%O}!LZ*HKtJHaPZMn{~^=}wZ)FgXi-E0(kw}=YfD%mlU
zuwr&%2xXZL!l)uB@^~UH@@n!~KzTNb6+)3WDqG$ZdX_Uj8mis_lJQ&r<NGEVJLwxd
z$IU!#52I%4EJfkDI~K4-C;57ET3@hyt-p+Y&Fg>AY*1XXuel~$^7YDWc_+}?k`;_y
zRI)<YJd?zm6X&Hb!WFmkZt@ql4~#EW#Lm6RU(K9KI^a!p04L)_C9@yT7Emme&wsao
zqGl0LoI&T`1;syjB7mZ2kbq*J{Qiy^k26_=;!Ld&ErI<xc?<ZbTxSXlBF0E!&Y|9L
zZ;#2VNc8SrdVgbD5&xcRO-W5h(ksCf%u+xuSMs4viuvn$O(lIO?lRq3++WxDHCYlc
zzr3K*AX~qLzoL5-MH!yxiO*R$_c_yZzAoYa)MJ`x;R))d{mY@Y<&FNerma2_+TK{o
zU(<BeWN3Tgbb1P%_RXb8S?8c+WlQ8XBj2bvF+u7*1;!DDBA5JulFa}+DTADKx#j{G
zE*>NqXR#icmQkad*`_HBhMvuK@y`TGxXpbBkE*QW;lHC<hhNTaPyXO5WgM|UL5G6(
zE7d9IZ=AqLdB?MWXKU!4J4o6LjWhi#%sH(S^#6E}T|BTx=@dNx^)G1()TakzNPWD5
z<p>Go6!beY{hJk>J3SwZ9Up6Hu*0Fij*=DqU5rC!NcVi;+EMo={{-V3O!G$TSlCf@
zuv~|#dW4cv9a}$Cp^9m!$*|@QTl8|=npQ(=_)9U*m5lMyB*;z9B(TPzoU81=(>N3u
zQi*4bycCD73T|SY#l}Tmf;DcCp!w)QlAs>ZIwL_nL=<sJv{D~+7$`S+mh%)1JrCJ+
zf6}EVK}ZV@9B^7l)i5L?ZG*pkH+kv0A}bu>%Z03PoaaDRI6nB_vO;a2|AXYLVChlY
zQueHm{wdNkYohr;Yl}weyP859i@(_6LH|K>QIoll^?Z+OCGXsz7ZK<2M;=EnFhscl
zis9>qNHJVOkDwT)5iW-5MaFb)=yTKb&W<##08YdC!2<r9vi;>)8F>ys(tu``G;nfo
zVj8%er$riQOo|Nh-((y8lG!xlJX@sGz$tAaI-&h*`}>-Ewbr~tXlaMA7ZN6GQ%0UX
zzejVSQtquO@RS}zAx~j@_E)ZDabMv$&Ba0E8D(3Q@s~EE^Z=^md76SkZuStVmKX4d
z3X;bBcNDi!Esq)^LE=b7khm1CmR$;0%fp9A->k<F35KpiBp6=Q8o|UDh$1E;7~XRj
zxKMjLBI<>>D1?J^{!k_9%MlfdDrp^EMXr+8v2eu0HACqa;^CU1{}vDbsqcR}mv}hV
zz`w-Yz{kgsi^`-z>5766m0q?j>Q>rif{HGMQPxl?jH(Qkb>&@29CyY!u%_&p#L+d*
zf%W8g&4CaaO?L5DjULt`2q7B5dXneo+R4$JuSMmd5<YqE@dqVnG>ZgHk)eq}vy&%6
z(CnwFc|lpDnZHs-WhU#ON!1FWcG}p?f1B4ltLfN3z$Z(~t?@6l$FgZZ<5(kqe%m9Z
zd|q=%vm$g(Y6|@74WfuGSY&>u8IWqu50zANUXLJbJj2w*McDj3RKn(39#LVlpO1CI
zhNL35I8qTdE``I!rEu7MF;o_rpVFn7UiFB%MQZ}BYYh{vYv~cJ+FED|v~D&`R+`0!
zNt$nYRqaVSw0ERKdxwH=$~zR!jNb6Dxc0Gy=S-~@OqdoiVVWL+36E<EOt1+ith%ZR
zBpoI=(qV!_!NSv_z=Q|mCgADWGvwyHKl;W{!LipU?s$LnjMfzX_7PFU-}Z$AYs>|Q
zfpP46GNnbhp=Vf364si9hAU@-q=G~dN!Up!pTHn1OuDAAodm}V8;qqd0u9Idvea-<
zzToiKlt4}=e1M!fCZm%BIe8jJ&f;tikh2}D1LSNs{NIrC?mqusNl+-4k|z;{YQs=T
zWGhMzRTA6jBMXWo@HuU`z~|)QaxcPa%>n3pj1*(&+o4AQeKZ2-<6{~6^n|c`((qX2
z&_JM1vk3I{qtogx8&C2?fWG%>>Oua&8IzczQSW}OORMigK|67<{}ppiljEhrq80>t
zcl3TN&7S!+J+IUYpJ>);L#t0p(FAzT&qN{5VIv~tg1#dmWd!LI%~^OxYlL7)K0SaN
z63S@`0x@HRAYgeOQ3&`xD-lINJfk&2;?EI^_;V=?fG&k0B+m$O*`J5oUgN4a^w72D
zaO<q~fvFvcBBr8j800W;xD60Vo({HGSARqA1v)3sRc>IMvk2eUS0*YGzF%vE_<k*x
z4c}kJzu^1JXpFz!mfTypeVqU1l;x!&ceBkKXEP`GZn1mE`P<}DOEewtpKW$&-O+N{
zrYNk^yx;iF&u*67VxevEpx@Xg6a5dE|0p(zjbkGuHl7_JvGI}SKx~{Q#W^;<(IcqN
zPxFb2yb<qN`Hkv2QJL&#Mo5g%O$K!&Ml_4W$VNK*Zj2NeN#_nRQgURZwKBzDGvgW7
zLkG%ctr%+Rho<_M*>O|-yG=Qk5pAzfiEyvSWGIqFDNsvO;45LGkgu@b92UWT#k!k&
zG#AoRlaUe)P4o!vV(YFch=wjBB^rA2h>C`i{C6}OP)3tfq$5Wv!oi{7?lp&kbku01
zghP0wAb4P;#KWUnBiOi{C}JbxVVlFi@vu1}YI$4~0>U|g2nc-zqCyc6qv*nMG8o0e
z5fE?jF9gI}G?o+)Brd~lnB#vuO>Y-LX4(MTa<2cbG`*FD0p0-Q4d<_7lbnxDaz1I2
z&-zP8lWx5JUoLx?w03>gct(+uQQX5GW&usX9wx1!rlr+xR_HR%72);T7OVV!*gcE<
zBTN~61jlHa!^x*UW0dS%*3_)XI>AvAm06>t;BTJ9aaWuJ1%KZpj-GK26#SDk2O@j?
zD2ePjdIa;+2(li}PgyTDS#>*Nvj3Uuvdht-vU90fB%*((bI&`M%p-A}!@u~?=*}ho
zc6Tl_m_<kTpX&U|Zqm_CfsN)_=8Ik;+*Lilb6~Oe#Zk6gmq1<fvL41B=6~pP#P%@X
z8YO#}PzcdiZdA^RmHx>d@3S<-`<I_5Dso7R#0MabuJ#``-)b@zA@{ybA5o`8$QI)q
zf<4GLJvUuvzgX)}wT;*MUve3+8`*N5f14>hS{a8rCq+?mMy&VG@|a4BBv@X4w0KRK
z(SqgmGzYHut)u0NH`gP$;xvLQ&c||{qbEd^WsDXK|L2ZCd3(pGwR8*kTK{!+^%j4M
zK)OD{QXH4@<{b@4F98R@7UD>r7mz-2wAUV6L`%M{Tm5%uWH4P{_54~v#`K)qxA|Lp
z%ydo1t<;}x_osWz6io-HTTKDrEh7p?9T^e>^_`ll!GpnOp3#EoTlD}i{g|cz)1MnH
znEpJEC`>2YBA8x|oM}q17zqWWJ3;~J4h4|zPyp$h=rr<*V%cbc^u=_Uxy1QXD+CLF
zBZ^oENKY9<dPHLcTUhz&#TYE=x40-kx^wyf>G_rLs8B%qJLEzP>F+QDAiX9}14yqq
zCK1vP(Fve?j&0xl{?Bsp_PGcAPnvtRn(Xa`?p749E%KiKSN6D4cIZ)mURz|}jcK;$
zM1L>SSFuS1^c*7*&~=PNz$DEfm`5sdH8V$#2<DBE2;gHm0vsjyw00SjL%Zf4kGQ)Y
zws7}5>Eu!cquhNjPXc#;dQ8OKe|pw`Uq%<EYj<y=wLu9p|2hA3b4-&_>lb^^e=&A0
zjCoEo!0q4B6gb6OM1l6o?Z44nsAaw!BYyv-9)aKgttpvLP>75Xx4&jAS)tsXY>c}-
zN*NLgzjuVf?;Q&K-l4$nKZ`i)TVurU-=vGnet$F18*^*kYpq2TWnz{8`dga29WJhC
znv50auQfI%59{gv4kyd&<I2OwWFAQ1l0|jeSYA}i$7GW2A2$}O>d}#j`@|<k)HzoV
zQP)JB>!?YHI-ZB4E{(N7)a~Y9h`QZ0<`z;Cb#v|RkLgLB6E_En*d6=*Lv6V?{5RTi
zr?b*ibk5rMQlNpo{F?uOc}bgyKzu<_yg3wz=^lIR?P9CUCu+cE&JMNmjFrfHcdR_~
zb4fEGzJ7{xjHp+=OUgKP6%m>R>Gkm(nx*v!4y6$!ClZd(bkyQ2|IS!WP9MX<6=&&X
zF}SHkvq^{^p)28rXhWV1A$rfaNQlmUn?m#*)?bI{F>MfqXxW@%@A!9lOed`^1zdeQ
zb#bM<Ice|tZ}42(j%4;6kgus7d)i;qJA9nodD?%o8L1E9ozb-WnS$B8vQIg5oHWJ;
zjkB%3shn=tzfaq^kBqZt-}l!yv#)S`<nE`L?(sRFeBiI;F>9}IU>=!xRs29Y)ggOg
zYQ7T5>J1>Zey&`{mg`O1#qGxNLb=Y0ah3Ba&WOC$;A~*-(^I!9S^XjNmZkuy-Xw}#
zOf+D>*9-uuug3{UeXU2(fc1`7-h|}*&p1J;JUpUMiY{{kN|98clp_@=<x;r+;8M8%
z@MYwLeMW}z*Dh|=nn3H?<3;P*dIZqgLQ|l1v+>e^EipdQfW4~rBpup2(xJUW0meEM
zU~G-?;%B5ix|e6^|6CxvIZiP0|EL?mn7dSKii@>~C~~n-Yix8F7;e{*DJ06X$QFIY
zA9;fmi39RE-T>s&;T09k$mc0x&%NTWQoIDq2k^blzW{u%kIx18@Px<7Z~X7(Qf_?v
zt^cU`Qfta6m-?xq@Z9tMi8N1M_b;}e^rN0y%k|+K?69%rQtZ7y_?Mc?>HsM`{unRt
z_bZ*xyL_!uCXkNN6a@$?Iw8hDZzJqvd`TQt;~a}`sZ!joz36Xb8Yi(eNMtLS-pF)I
zV(a9vrQ0%v1ICu|)Cij~NxUQCyjUsD*BpT6*%JhsSLzYiMI$Hg@ipgb9NAk<Je%3S
zjF*)|tKa;02rz3F0p^d%SzKT~&Qk%HUzrdA=0(5z8)W>#=UxNz8GSLZRLJ<l-`rzP
zYF&9@mh<eN{_8#F4NXVQ^rfc2xj!QcIX7tzB=SsDmlH94d4k0BWql}+sJP}uOs7p0
zBr3@x3W><B1SBG<h-F7AV%eoI61fycqCY1{EdMrP`MSV7(?Tl(rSF+2O5dYL2#D(0
zCk}+Go8FoX&3jA~G^##P(5UZKEubl2findxa40|{hXOQeIx%X2+`7^|PoTSbOsfSu
zmPhPZu19do$BC*L70qr<h8;T+?AUu%J7@~n;Y<NL913n<`7LjtjB&^?W=VoEpX3Yl
zGGA!jV9dFQG3WG1{Qi|cH5tbImSD{Pu4)WT0b`sgV2nedi&D<cEf`2O4jIOLl3+~#
zlt2#?dLS_@d=H3+`SeKKm?oMGV;Vi+de~jeam5&+DPW8<1&nbh7YhY~#-YHDY7e*`
zcJ}LVdox+9g^MyFV#fqMg1e)ZXbMbNm|()PtC~R4VS*zaCO8y0*BxbRlrjz(c8rbN
zfxP_-!7%6T&n8ITK1-0!dHX%BE}-pgq6oAhZ=ZJ<IB$PJ_Hf>Q+lDR?rsFnO5{JC)
zU?=jnM&GDltXK#$uwtps?uo=*bQ1kS;x0Pr-x7E9?T-f&vUiEV|Cwrhd^D+Ic~VJH
zymtOq^bYVMfB7G`XKo45hcYS#^2-es4HTQC>)R(uHoj$&^jAA2akPtbpuajIiDO8d
zgR`dfc>=hJ8wqnJS;%V{n{*hBU@gN_bDP1jfv?QXlO$czOC9Nh1!V(OBxh<q$(fmx
z5_9HrJR5T6e<ww9W}DL0Drelxbe%IRXtj_tS7Zj(d(7*aj+{BSLcrrOuWCAS=BJth
z$2vn4Q6D+;vSvU~{V_?v;SW86oS8aVU0DQG;mMLSi}8rU1F|b2XOdI|lOq+u<We|i
zx)jctmnI1w{7hGaZ=bkFYXYsCOct%1=n>p|&_h$8b=S#)W|b#PzU*~1?LAFw(Sm_e
z#t{zX9SZKAa3}zQMw8>p$L^k3p|yeqOClC5(Ic>6ho-=StqB(Fx~c_B!~#b+EO02e
zdBUN<f`xGl0Am-(r5VP~OcEITh+>Rk?1EMl-u69F#M^N5gy%u!L1=aUO_s2z?<dDZ
zq1#i&;pA>lDWZrd+&xhvfk7HQbV*}(Pb52G;6XHc=+$O`&QkVdnLq?O$pk>B6GDJa
z9fVO00G&J+H+w3x)qu|atP`NK|AYSqohxq+e3F2gHLBfg>D6`xZRd6Vl8lOr%oJ@M
zgQ$5xQ)p}95;GRJ^wFEOW`!O@y}yJ^d?eJ|^Pn_XcWVY9-*!@vk?&bO!iRdc^I4IP
zkI+5J^t*MMo*SoN{(}O3w9C*)a8I)c?u{iC+_l1|JQr~9n+GGfmv&pVyEEo9UE|((
ztrYsK?==W?G(TxFb`_>K4A8E^kD3nH%QuB2MspAxF%MD5dsy*Y?w}~G`4NpJrwE>u
z)FZfsBBUu4jr6_t%7G!JYcN?sAerbwpr@q0Se-z`k%$m<DU5&)WyF6&m?QEv$~;pf
zQan>6=mu$hVCw*)h^_k;SMQqQj8p00nZO!Hqz#Bmga13{68^6*MpQ2RzsVHw|0X;E
z{C^Ywg8y%#v7}}v#OaMfh~w>5-WPr{Cg!P_n5UA&ME8Yj+#C2id0&{GbSXtQQv}wV
z|6>_Z55V5=+nR#C;s2Y0y<zjR8p)v-Mhx|suN6riXw^*6`}`Ey7XC-GB7**s^NVK;
zf14tuONpsUAB1SyR4HzV1EotKiKBX)0}KA9ngdbXXsSeUJ3RvFJTi&a*EBtsFS%)t
zXIj4{?PX_Jvq%KLKxdzKhM7m=b~?|)e@1tP`M0|>e4d$gF#necu`9u^fW*%5BU<J7
z&hX-?vNOC?4`XL|A)Srb&hYA~vNH^YurvJa6iYk9)9nXc1OM|rLc_c}yoaS|WggOE
z@z74w?tyIu%t1}Z_AtHUqC4N&J)8Y0pMAMo;Cka6jg8{X0|Q^WWNZ(g$POGeA845<
zgx^&ZZ_ee>ff641mh(k5Af@m3k!%0;RB6-~n5NDmuJCo!#D9nb-jS&};2jy$#5)3d
z1jo_{s#`vm-NR9gvEw|QKz{Tzb7Y{Y0K8@q_c%Ef0AC#Lfqmn4JP`oC+cev9exS0=
z9u;Vjah|QySK*X47x<oMbYQ#br}YHBd&UHA@R;734t$@eDZspOL=nBItbMG&@;s6I
zwCv)una#{{%@2HEJWcR@u^vH{yIoUIZEcw*Rqjq6Q4rsa|BgBzKNCdXr$UkI2nEEu
z6oz=0!bR?aX;LT7ohB{nPqiXY`jd##pXd>^s4r;>l>T{|6uC#INs;?IbNrj~4F=bW
zDenk}@(u+(A%}tz@x!?CC=qAT^jz1Cn<m+6G<hqRh__8AHKJ&MD|a(d<jP^C+uUK`
zbal54wTY&yo2SRbAzeAHf&8L<D=HZ2icSQ|wWE9@kgmq?R7h82rYEMWho;K?N0+7t
zj^q;Hzt0FPHw(0?Xi?8m6rOzE&(flf<H$dw*5+UFaNsGkNwFg2J?q%c=APAdaa$_v
zhMy^ak9jVM>5yU?X5L8}KdHtePvLy8nE(u5let{{{iR0$3^W2@SUp{UA<>}hRnr9+
z8qN#U5Ma<O0t_>!Cjvv}3_8;QhN?3d81Btj#Zzlcctq=hweHvR1EoDC#D_*525a4p
z3j<z{@oPFjp^2uzwHgtHT#IzZTDO;GKtOeyAt=yIj{pV6Y6=2s)C@s^@jRjesVe^+
zMFH%mlT^TfBNdV4QWyqY3d2C>83F?xX2@E1x7Gw&Z;xobU5{X;_=2WD>tizn2IkJN
zz3No;mtux1Do?^gRce+>(UPFMGaHt=4h1N%Md=<}>i(%k!GKE<11{+i7*O~jb+uuD
zc_?N89%(Gf99Oh}q~r8E(qV!_!CKd$z=WU01iHQ0GlEbDAMI&N66v$DLP4jk{tSV$
zwpw5KTq~l8&tb*e&tc%kU2igok+Ic7HghxG2|Ys|O`q;C@`86tOcEBnHi1DFymVb-
z3*KZ;T>20eyo(}JPLU}icJNCKohV}bOx1BHme^h!0~N2$=9zf8JC`pS@bgvH2>AKx
zL%HB5;8<6G5XWURm;3MW!4PvgCgyaK7%KNkOh%q6*`E7t;I~i>d-(|U+Xih4tW3i#
z+7V=c=wJHFn}>es&u<>O!*lH~{k^u=SJ$4ccaEp{g#Y=F?^8TY|BT5VTH=~(CNHa!
z&4aTsFndh)f9SJ}OawDtsY4UvWkmFUyo{*qw!jBd^viZgR`2Y>{Mr<}7KVjq<NYOm
zep3Zr*)fA3E5~!{C;7=jJgQiPA2Gu7SN-@_dpwS?k?)blP1nD(6x^(tcQpONU3+)(
zZ6~;)>CPj3n*(l~_?Y+Auv3@GO*ix($MV_}EAkh(_(o-al4~v$aWffd3AN?LLv$AH
zy6FvWwI}iop?ArjuaRkeHL4f1FYXA;GU+pk6{ooHO!fAmR7K9&yECxTV>C%J=QFzl
zpSxs~#-Ht><kwUQuvnelrzyNT^E9>7R#O1he_(W}LXFfYK1BbGo%$qgZS+-iS*AIh
z9Eg2p$}(-DW<{<WJ5vhikuzn9wj_yTL7b!LPc?>`?MWP);~Xf$pVu77wMS-3u05eg
zcz(|jF%Vy>A1S|aUw&>TWZqJ3Ieq)2dI3A^6}nI8lY+qlMY8*o$oRXH2ieeT<<nF2
zG!!~zy!A-MAFB4UEe{7O-@}JUBEHPO_|NE4j(@vLxjxLIb98+sMBM?eC-Oe5D0n@Q
zd01XgbiE$I0<Pf0^19?f*V30y3ykd7zwfXiy#@|lmR<5;S<FEtWYYdK<yA%fp9_5F
z_0lje=Blwot<FDM9W3TvI1-qW*WULywfM<lv5wn5F{>M&v}v~PCpTShoMW(rJO5(f
zIhRbgT77QXY5mcGYo#glRqoz7B(|x?4Ayjb)&R1U->lsCVezbok~pTuIpA5Vk~kiX
zbHKCqYYuqU-iO7rp4TIopGHu{@%+5J)0zV*`;hP?k1A*zo(R<B_hZ~wHa$fPg&#Gi
zV<LW3wj?|!8;id4%!%6W!ow7sPX<ca?301pGx{)HU#=EfBvyUD&dxk+e%EBaWb|$C
z%jQ>2MR`}~5#?$~wFQa75&p20cU3e4>WqqyNO@OLkD$D}T~oNupl|$)*iUeSmp|OW
zqpHRr!y+XfIVMUxl8hR|k&GI{p?E&^hf?%ZTw-`KWvWGaixu^jc|@wbF`5g?kBBHg
zLXV(GnxiRD{t-yTs~=jEKz{YZJZ8G04Kx94a3(n3FI2_R7?qyG0vqVDNj_aM8)DVo
zajhH-c`jneb9w}ZysIfN<W#aDr>|-VO#nlj32-qS3JN}l0!t3NmhkG;Q%Yz>PFF7K
zEl4NyOMgSpBU15|nw98=C5a+#h}Lr5k1DM&Sq>MMeN|^k*;jH_R2=Vf*wW7mR>7g0
z#3a#DSig*@yCd#QRjK{xQgiJmFC$9!(ay6_{B?*-+$1(JR?bd<p;XiH8MWy6*Z!Nx
zauj~8`9h##Tg>X9@LN1f3ctb(#dsCbKQkr$-+Vr>&4pE@|C_!J3^d!dIp~aSRup`m
zrx#=PbX)%i>b<?VK6A7=t~jJc_S`H%*+a9qMONJYwITCX^L`TBJ8?FEp)(a<xTlFB
z7ci{+L!cUgA-<8LkC8R*IyxvfH2jC>2O8#^9YMp!KL)C1Jk4~Ch8wh^gogf{Nn0{U
zcunEi#2C%7$Y4|QN(PIZjgmVu3mK!i0FM<lg}o_%CQ;ZtoB3&=k`3<69B+g5I+Ztf
zXih}vZL<X@Z_^_bp>^z(U70tVHkynuZE4S)je=!69#ud?b|-)(iAQ`o;t`(?rPXhN
zD#oE8K5yo^BClnsHCygDy0j-V%MSfLP~Obdy1|%7BE~$TM{rZf8cl&6t6&G?rib3O
z_esECdL8pz(HfEuYaIEo#-Wfk#q1k@28tPn43i#mO#<YEnby#oIa?ZBWo8T9e6DrI
zWj#lf=w+>K&+pHyXnu8=xM%j0NIMsohF#UvIm)>ptuRsI()|Af?l6@Tm;g3%etdRq
zPG*|P$MZ!CHRQtzbAUDF<_O3Yo)fbIVB@$ez(%{jXfVs7O*de+pv?fD18CEk^#R&+
zo|6mOczzG}x0}7e*OSoZ7F%Rn_5AkOwZWZclr{>zx?zgK8ql-2MbB05D!6mv+F<0n
z8FLhy;LgKy1b3#-k=FeBB#tNI9H`w6YYx<I2gwrdz`d+TP`l9xYB!P&xJpzrdm0H(
zf~%%cq|)p_Di6J-?T5hh5~%!9u>HVu0-`R>i9pm1CU{@QG^T5a8myH=!S;>`7PBv#
zpx^wh#|Wl2y5}vw9X7OjUh|jc0!*dNrAeajhNM@7DCB`;7Cu((*9-{gYI6mhs_7A+
z6FyemNRv6Lz4hlxr>-%Ns8}X*6Wo?WBbFV}h-H_;ojRAoow~|%rBhdNuAq|d^UOZx
z0j&=79~aSooF2gksuyYsRG&9jx?LUT+6MJ&`b%Ba0ul}j9O1CQp`dH;P#B23qvIB!
zYoAHeb8o81T#4U8a|MOo){5e)og|7}HFWL2a2UAW`7|QxWLy-Wz;Ovcfp)W~P(T5l
z1QZ?}Sva8J`g!yVP;mXcT%Z6qm3Ju>d?g7AZniDg`3u;uO9d;*+pa3Jq^KVP4=N}M
z@ZcAP2SdsP51M+4Lt6H?+H-k>&Aqkf$rfCD&A@T)X>HHt57sw*^+4u_^wq$566Jg(
zuh0@F&#pBumnbi2=amoM$}6;B>GTvW6DzbbbWCnF$sFcHz%Q8>3HZYmf_G=sV!96a
za#|z;{=SOAuI6z~=8`1m?~1`|>5HtIj_BT_De#k>L?J&RbE5ZMOfvt`TnLe4^CZNN
z=@Bf{-q#f5?05N`M;2-y@~Db%vM(XRNiyQYk&O6oDIDQ0g;#3N$y`_m?3^btv5n3$
z?_{OTr@5jYBuGXSu@x~<(P7}MoN3n;4@TZ5S7d%n9OA+`nTU&W%JisU#KjNf``n5B
zff*1N_wrPTi+krM$3;%aAEZy8IIRy9<5L5{xu(BX6UBIMMe*8J({Jh+YduZ33vaD-
zogEws9x#&?n}h@1&6-Y^1~)#8nJ>MM<w;zNT`u%Lb|rCbbGeX5|Esx>M~{=aoJUXT
z5#&)CK^|p2IKmvG_%e;2pKFBesuQdlO{V%7Df_$8LAiz4A3Q%o%(Ea8Vsjc*s+=*J
z={m%EXhn<8tzE`u-4YyY3NIi&?M${u$zVP&>4>CQO%EetDlL$Rsia5ZN%0O%M%dJ~
zy{bjSrU8$tupylj!iK~nY#i|j8<)ai<5D<mD)3y9lD*slX>g3w8o`875fet~5%dM-
zX$rKT4ein3XiEaQ!Lfjuu4n{J03)0UV1z?Khr^+uNT(OoI7Y-e94~0?V9C*lB}erL
zEIF+yu;iU&OFp=&B{TsnaVCHz4h0<!hXPCJr7zkN&h++%8-fpe3oH;Q%UGD;eFbhL
zio{5-ros8f?=UcwRk!PEk~;wzZ(Jx)M&hu_Xy$P9R@PlHamWJ0e@w4rx@xX<BSUwX
zzM4XaDqRk`-mx7n$5BW04Hxq)loR6$V;}6K6uc|0Ah0&CzA7{kJq+qeEtsZbGiE+L
z+~#E!7;xM2aRA(vtSSI^<-%mZWvsX-O?S&7j<+Is>uW0?3^ChcVzwoTNhNOC`U=jp
zJz50cN<)(+0um5dVWw<&RhTIoUS1-|w>DVr9{MN#tquA^e`|vouxCTUvAsqA$M)9E
zt%Gkj)4Ms?-m1s_9c)ZA=Uylp%Imm;fzC)a7uHyLl;M<wVx}7d9RVnInewyhv`ZGU
z`_ANTYW;14kDD)91z2--VSI0?&}WM5wI}ChRIo*E%WPoRz7Wi3SF{UWGMYnrP5)~j
zT;-CH-ahIOTyIJ)Qq#zXE;L0xbg@WY5>rf#5Q^W{{1$s+L2#t4+Bw+R)KY_yZ(Jw}
zu1C#9k#Ah60m+O_ZL7M`%-Cp=WX3*8T=e}|&4tYPKq8lISvMG#9LtjUt8Gg)5Ax!|
zMUofS=@H~b8bMy<V>vH6Hgn9A5y#I4H(r-rhmN%iZtYH=yU<clY8Iw5HYPZv^?-+D
z6M%Uo|GmM#_|NFR690Dhm1;7JPKrgD5OoFl?1iStXD{dh)vncQm@|5W_mw;!@>vVp
zMUAd4V2}OPoj!fBDDvqGW<{H#&Y~Rp^u@Iv?<pF>XD@h2t8hYz%{kXESk_~_i<MUB
z#Pw*<yq0*xpZ5o^H~JWU19-ZvIw0856xGM!joL++g4rUETk9ipE)EE8_7p0sj`G^$
zVfwJ)y%jnYu&-tZhnUK0kYnW*yXaltb$04_&vhlL(pcpD)+rGE!e-gUVrP8jywaZ4
zGt2ij+6)fPa!o<-lpPXWX<F%dQ5)W?C{!EXP!}OG%AOe-{I40H2F36D+KY{%e&2Jk
z`2Ex*F1q(#bHVQ)P2{p2n??PeC9&V{)jaU~or}fqkLVHjJ&nNc`B?UQ#}M}W9(3s0
z;3k_fCRo8fdTaM|qgkZ<yK6DK{m@LfJDMq<^F%28zN26B^4>LUbn9V#m)TxtDx}#d
zvoot@^k5F{YWHZ}u*$-RH-6D%I@f95<z73vRY{+{P%(JDt^aCc_#RGm$yB+T7xgh%
zffZPyoEEE+yhIW6a1&HT&4B8q+!84z%jpp;zHZSJu3o&gmq=^nHXc#M7aJc9HQ6B}
zsVG?-sVG@o3RjRWg&PwYOQf}O;}WSJM`%r;^^l0xL-Yu0u7@=RTF+P_U6mFjjZ4Q_
zSJj@RLwiR$w09^d9UThVD%nc=SlRfTRtqK^ikNUnkHCbtGzBKSnP9@(S2cm8!vse<
zOmHZu8665tI2bnpouLvmKX-=mE|FUA+9gstmROqTZ^eir{)So)U+JjgaB=;3ll2Ub
z){n)O#$=*?Z0vAz{n#)jGht(_a{{ZBjC7sj8)HeX>1i)>Ul@2}QBNDCN5i-tC=;FN
zLP@7XH)<u8<UAu+h%NZCptPIMnxR6Rzf>y3vs~F=kL(2HvRzgB+Eep_Q*(h{J3sh{
z*{m%C^sZMFuRXCMc+B?9zG;(rPSFK*53y0rJqPTFk-_3CUa8v2ypzOpQt@;#-|KN8
z>DQz+?h(}^KvEh3k{(zpNb2atmwrDT%1AnBS+J}isb&F^(p|1o#{`EJj{|AuGCDf|
z(yGhseanOOGxqb$8aUTzRREkHE)Q-tAwDu%Js?l-&U+`Y@)3JsM&-Q5uNi=nO*924
z*@!5jy4)(N88}!y-R$v+!P2Ii9*{dlH3hLcYFXq?Q65nsS(X2e)FT3t-Ihs=I#Lm%
zE`>qTr7%c#UKY7ibeZ&@@uA1vS{-P<T{PdW2Y@m!XbLnxwk&e9B_%MvTa+2DXux(d
zfbSO7lAymc8!*P90Asd@{&cHlgPFmG-nJx*@3N#nBJUxozf3?T|8jMOak;J|id-(V
z+HP<dxcyvwIq=GJo$a-ha0Xv*t}mkTy+y|-5Zl_jqQVi|bC*eM&t)SK+YNa-#CF5w
z{}$VCZVb-JCAL>@3NA8Tw7Q7x4vIqi-$TpQwHJB@%iEqW&<ER&)mfNo%k(Uk&z@aU
zWsMoBcoFa3q04Qn234EW=Ot((yrr3w#PD#8f!<l7-!ig3iS>yXt886q1^~lBG8tP}
zdW3<&bCAz<<jFz$D$CMf>omtMzG4IEXvT(4yMh%38#If>;-WR#K~+|{I5_;ka{(MK
z(XVKgWqZ`CQa@uLk7<}_s}%!GoZcNgX8zV>z(l<Z6KmOWdxJ~NUwTaTsaBBGD5${Y
ziV#H%07CdR1JZf56_I@^Jpzbmq$vor`YR$^R6L?0jLmZ)f}|piSJN^OVlIUt!lf`o
zR9+F;qFN!(lsurNK<jZ4t;gvRJX5kzQ=s*{6_MSk6|y_U3|Ca1ghP2pIFxrNvOA@x
z13rw7D}Rp5s3wPk9n6cG4Hi5fvEX?<f(`!<H3b%&j$43A@MGq<q6s9u*Pnq>DOwaP
zaHhjcAU=485`;sB8Artoo3@nJFSwsPleEA#+X@suo<cTr9qqG}v!smUa~VVtp99Q=
z90rCtzZICvuqW3Ogce#MPcb|G40O{$5tS*MY%73n=^fcXpj&621?bk<W^N4DGs%U^
zne>`@ZK31AWw{{S7srDe%_yxYBb*tgC^?=Nf&)Efjv@(=J!~Ue>o&5rp2YD)oI~(Q
za|k}!2tMhN2tLtCio6J$9#P@nxZzf-hI2EGL@-D_^KvjtKuWU+NM)0X1X8Mk`GF@C
zkg|5?E5Xk6lpRqtG!51|0h(IBN*}TNTay7zg+6W)S?%q9A($E2OxIijQjd~+$6<;P
zg&c+q5RlRg0#c7gKuV7YNNI|I)T0rQ;t?Grtcb2-Jk{*QoM0(aO^XnWawxzkhXRax
zG=fo&Mlecq2u4Me9;ZhHqclY@>d^>BJt`Q*3|G{h-gU;hJF*3$v}}PWO%aHS>n<DU
zG&>^uQCZRydQ>WyxAl=oCnt#_R|=v1g~Pz1{b@wh$+#%lK-X@7*w$VZ6)Lg)s8lW;
zSvX?*`p4)OV*C2X{;hKP<aBUkE^)o={oq7XnU9Zp94eOzib6fp>pR_&bL@kl&tvMT
z0g3KgACu^={g^a@+G`H%ipLqy0~)Fsu=dD~b0GX5)*J}`>5tjPA6KiNq6ZND)9t>O
zqSZ-l{@psw(VeeGEjlS@gU?CK>rsjMGLIqV%f<_n!#oXQ{(1TpDNLw#u30ss77yv*
zFQ-*P@E`w_w*Fq#WCZ`4GpN-=CvmEL6z3()fVe-SDe$I`h$8wU?*G&b2%$@lN!(x3
zBZ&LLkE=_H5HgQT+!y5$6+3LA6Zc+{iu~?KMew*34t$rwf&Vj|&g0ZmxIq5EZ*^&^
zHG$TR9v7_}=@G15x@rov?)10>e#OV7$<zI6+It$=2B#?U9pO;kp`gd(P!Rd`ACD^^
z>+vkrTET*a5epXT5m>NQQ((cS1Piub)q;g$fg^lzny*TVmW|by!vX{5i2<Gq91D>L
z-M)VepRy4O9&~%30*>!?_+Cqd%Y8!>aXIvP*8CJ~X#RG%7{&e~n-~zkd0YUI<e|q?
zYNhfz$SX+{k%!0Kf(Z=L*`bRY+YC&0$E=mO3$f}-nX}|dDX-p-*uxLJIl%<<)L|Lb
z0O-kcaZjfr8wK?2!#V*y`>f0bJt0o-Wk4Kn3h}Pra6TAfM#RL7ND}keLWUYV@J3q|
zzXx}wq56tIE(HFvF!Gq&!pN>45wPnwk>!q~e`33SOi{ajJeG~^GkV>pJk&<JK&@)l
zw!?chL%lJm(=rFM^j;fw@Cx%j3HF2T;+8L3<g2+agBDL~UcO*Km(5uURZ|&84Z>2{
z2xMz$Be0lk1nxOsBWzdyP5EXws|G8#u8i*nnjMOqGvc4%2#-UOHd<>>=vkM%?(Z76
z*f!qKPIFcXkSEQ~YYMji&aRa0zmL?2*G?-OdfC4ADZRz~gFK=7=CT@;?LUW|UH5-0
zW&1B}m9hnCtMDqxd?|Fp@k>>EnCeL!mE#;peT|Yh?uc_B^>xu4NPQhvN##3Gk0AGT
zup=%-E8i6PjmkGS6FhfT?P_~=XnmtS_H1TZJN2GWu_D?3koECL&5Frg@%m^<kngRe
zeXuGa8*CP8U>BHB{(Ja9Nsud8EB-UOG04B&jlushvrd`sGa>2~*ce=?ZNtXkrd6^r
zxJ8fPfwK*C#`ujP{@LE5-hHcNQxIyPc>RYidtYj=ELt_3(rv`n6k9kgG{{59af!N6
z!}ojhWxT+GwN{VnnRwqX=XjCODvxb`Az08$?u#V8H#PLCaX9g`*}1gPN|%h?wqwOY
zOUw^iE{dyf6vb;V-q_(5SJ7^^$MDAruV`L<hq-RGI#qBw>apS}w99mY`02%rB#s;6
z9B`>xngcEsS}iWsNRL1|jc^y3zTOSjf;&0tA|h7VWOquphf0O2d5YO{-}OyTQ5K31
zeX%O$Lk)|=eX!9skTpQ1HG;IR6)Iu>Q#w>L<9~d-zBpfLfvB?X>Qi;BnV=281?o9q
zT*76SvuRu2Rm_;Nnjb~i0!=~2noAT8`&F{o+NK$h{5P$Z@@11ALD6+YQ;__hq4z%A
zS!HnPV?3gYt`Yoq)L(J0JxN8;<w!-{;!?Qiaw%MNtzRv5%bL}yX?#hm1J!?usQ!~4
zLEVz_1Su4aNvNLx38}nJkx1TNE5saEG=ZeU1V=hda44u;911FzALAxq(Y0!|<omg+
zrN)>=4#G7{ORXuc*u6xND~3f^FNcB4mF{E;l`Ecm?TCV*$gAN<92Q=VOCZ;4UyBMx
z=|E=!rNb#cd&v27cq)_*bDogWVJl-Bwu2s}0OjqVjI7XsT(F_IFZ86@pjAafWsRcb
z)c1#`dCXx&k|o!{Cj<kYe8STEtV`G;jY}ANY-GjS=B*^&H{!fNgKsnk(BMl_om;=Z
z>k%ZFFZp~m_dLn}yKTkB)Dmf0J)E0;PvnXP<!XlN5EkGuD}9WB!Q)Tl3I=7?(76K`
zR9eGe&@W>jtE6#YmDUkBkXAcX(+=3~H8!<&sG;$*jHn+25$+h*Aqf$>H(prEo@wbT
zWU6a^AVMQefq&H}3i%hCdTa1U(_J$ltU9j|MChzXD6HyOJj*ajlM!3P*9a_(;Sm*6
zmH2N57DzN=$`Os2aw!Z8E`?#C!y18wwrivbvqNhF)we`c-=as*ggL4y(E8amf(WzL
z2qGM3jw@<U(xJU09ojn-v|$_y5Mg6ndmut9nx9u4_16d@+)iG?h>&Nky5_iI9-_z<
z10tk542%e=YXuQJwrGtgB9J&Bg5wfE1nqTE!9WB$6F`Jnd?tVh^>`{ELcO)QAOhX9
zJ;2VpGqgMxMCjKzG~IO2ssa((C`wL`CZXXTGgOfT5wh0`BJ^Kt8|<lF+%CE+)Z9Fr
z#5P^nJoFj18ll!{S~TqHw>Fn(u1A49VlTafK#QaEQpVe2ZLV>=lNk}m`)NK->T8;X
z!WsRTtb@6w7Kpp1gDr;MmZr&3t!S-P)$Z+4wqo)B@<BM&FY+&(>KAi6)d1h@dqb;p
zIn~WtgeI9YdU_OQA1VsHKjWKriG|sUmZACPlH!uH|5N1b|FG6#C+^->p$6vqb);St
zi2$bs?eSa5+3;$JALI%+GqTHmpW78kw@urGsz>ouA0v4BuDTBC@#3l`Yk=!e*Osdl
zDrvj64b{&0p4Hcv;k33Vei<|wmw{A^Uxs^GHZDU8{)NlXVqGpCkIPWKJ)JkFY({<j
zzxJV-=6-#ia2fh23T>PIOn0L>g?zUajYE0tk&dAp^PpnIweZlJucIf~J9eEc%vL0E
z(TyFNiz{iHeQOAXKCTsQuWJUR&KI>9q|WEbVosfJ>k%CPye(QkdacLGZxqvxZG6GU
ztji_j((TXPLlx+PU;HCIJw*#g+;v}<Yux?GjJV$3^%8f#^$1nU7{g?J!Fy_fNTL^Z
zR_JO9t|z{z!y<M5ojM^gbw*EpLFr=V)5jovmemx1acQE6q3B}Xsu_@jYOj~{SzC{w
zpuSI2kb|19m(1CUM^x_d^50J8B&o<fj#T6xm%^FTrEun~v0gG~aJ_UfAJLjX>lqQP
zXXp{s(yKHDT0gd4GG||s#<lbl%yC8SNjkK5q(gg$f;Of@LFSyQw2!qhPieJa!kZBj
z-qa&7;k>56gf9|I_~xo6kaU>fNQVgy1<L`40u%l(ZUU0Ok955pXy{olx&H?8aL)a{
z4a#ZZZq<kqaW{U*p`OFQx&O8eQbttU5EF&wWfzB&Z&2$P6BU2JVX)@H0}i7#g;bE9
zCSB@SPczv$2XByb<4R-48yL~9V_Z8_B~GNFD$!vaGnpT3;HkOA*_SU7FnR~82#nsb
zAs38>INg<jIBtA#i}Ptd7-9~^#2iWzvxB&)#d%$o>{nLOEyNYuq}kyuYL>P2#)U>@
zEx$JM;?8c%q&GBRj4YC{T#8^0CVh6Lv_YR;8EJzO0d3IddG4e1Ppl2f6x9ahv21h}
zUs)+_Q2IaGpf67hJ>5+A9MP<Nk5_7Fc74Ik1#~$c=j8>~D=j!FqCR?;e<9~~XWS$J
zm!2o9PCd__((`<55;cY{u?n!}!Uomu{8^Lhzv$~{>n{ss<TQOSRNiBpK_tufr-UxJ
zWF*T%(?SPLm5pi!JogaP6f{1oY?Q`lMK$8Jp&v3k+P}XHEwu|5hVt86x=;)Bl^LPd
zrm<p^7N~O|$I_h}r3KnWvvQjAcGxI&XPb?ZX-6e-42yH1Uo|(0<B>QA((DG!fi$~j
zqomn=dIa;+2<}?s`T73u+*GGm-Y&Nbz75@!C%frJuN``RKslrNq=qU>bDZ+^;!9K7
z?)fg1H}(_+9TZ8cpYSjKGurIr-)^(>PG-@`Hj@capFp$oGfhFW^ZSj`?EF!WpxOB?
zof~d;E*NlsQSTocrP&EJkn5V#rRHYm)&-$oy`RxAKLwGpDM5v^S}ea&%O3qH|8+TO
zi$c||HL1)U)el*J(bCYbMjw;2cv+~1$06BsJ?Jy(1y+O(o7!3cRxDvf$+^vj_IS*_
ziewibs@2L~93Cl;yp1;{b}{;CZj@8KTz>e;WX%OXnXpOxWUd~8pU?>Wgyw>uXcd7w
zcajnjKdEFpuMX9>gYO-XZZx0xiI3*cev+>^`~%(0eLOD;utS^Z&1|7^cKH*b78!Rk
zS^Gpl>&FFHPGC)_uE!kLbi6A0$l6e<#~jggyb|rgy3ky&IicxzCgn}0V5-P7DT#-s
zuh>LOpHHrEV17Yn_rSLFW$?2j)2rLzqte3WCw(}Q?vF%apx7i$(?Xk-Q=!x-uvu!n
z0(t~BUU^MHsZn;b)OZznL{&+Lc-pAnqiIS~QDQh!QDV3huJK$7r`o)mrN+B<vouZD
zZYfd9wroKw&2nF-RyLirVlbk8#EABK1n+zprYSID@MbCb>X2|Q`9@sT7?KWS9O*E|
zp`cmfP*5+mi5r7@=^C1!n<YPPLY3qBjw9%1yLME`6aYjt<dOTeL&h#7mlC8sN{KqG
zJ!*hs{0pVTF&g8q0bJnphL-2qjTY~1S#p@x{J-xF9da=PY3$d1)c1T}pDtj=JBpH1
z_NmY|kGY^ovd;c)vt*m|n-dWu{}$3AY7!zo&z2Z3(4w5?09usZB52{)BRG~ufEF|l
z&_XMR)AJQ65J8KE_E@`xCG63Rngs<iG_yd)2|7{#1{rO6azIAcEesh0GQMK7HCnu-
z&jX{ymORgdJf^Q!8^FE#htPS^=KG(E6*9dv1Fg+;1W(Xoh~TkAp$I0+(BxdE8Q}bj
zwnzjo(j)OE=Qd471Z>_SVZ4J!R2X;Vznw59(eQjnG(6v>a2UH34&(V-B#h^5$u*46
zX~kg4$E4W68l_Y80HXMkroe`uw@4HpA=w<ozca@bZ6V>X<zp=iwm1|-u|q)=e-O6?
zQTzza&rv*fi>y^f(M9-_noG{LMF?vziC#(cC`ok=;q)V{5JI@=R{DhyZfZk&L-pJU
zMh!aS<<Q<-f_L02p#`QVA0CZ01aDVG$(j6WXp6^;QzQxAQClS-hi#QoabXh2+&BkH
z#Vtu38{!-Y>Z6(iLH*2D3F_DN2ug@&?77|1j?6ImjgE{~9w%<-)>v>?vQM21Wl3CX
zK8foNG}phy_0K#%;`*<xQVM+V7WHC=GFb<AC#@%XG0jhfcAIOrsdJ3rzW43WU*;N3
zP6+9edJG|*P814hvIikuLo*-{0^1~{19~JL(syYx!lCgt3F&)yM1{d$Y=sljBpPAh
zh(;K=6b@;Z!XcftO+vcrHVNr}j;BsBQ?)wKe^NyMNqPkRi{+XE)t79ONbW`=Ig;&F
zO(5wo!I2IV917he-pn`@MDm0L6Yv<%|7o>g!pjj8Ue+Tp;hd(xgijJo`0T1CkaU>f
zNQVgy1uYnd0u%llHvwQ&iRNc8O5Y}6luEiY7&%@EFw$Nf^+A9Uoqg03-B@*iQFuH3
z0vLs<=bBqR(a#S4JajS_G@AAW-3ru<k9W|hsisgV@x49qE!88R{F=VT^wwj5h3<CR
z|Ir?2XM6FDP!}^%j{{J~l2+W}oux-mCC~_}gwETgO3?Gd=uX>XK+;DrM6(EnG$ir=
zh9SFoN?^#r?TjIr_WSQbO*1+%S!2kZTD4Z+hyE}}G=<?KhiU`kG0$jv96wGps8S<E
z4*@<-5QX4_t>BMq?L88D#GKb$aNy6k3x<5IN8%WAS(Dj|J%92EkG$#WA0AaWa*+Ra
zaD>FegB|hkV3)!;;!+4lJm+LCywBvsb}58k7g|rgZ_qg(@Z39<zEShxxv4wEb5nPa
zityY<{0pAjh{lpU7vl8lAL6)`!cDc7F)^)TVp=7M`FR6-3EwwZbR)kg|8yFP?TEWW
zV4jWAFw3(s(l8?e8fKkYZU_1&)-Yp=YMAj@Hrh`l9QO^<|D!L%Z_B-+@%DqiLf1FY
zEh_Z9%5p;iEfgOw$*@R1!Br}1-wvD%kS!bX$t0hbh8e3)4YSJDlX@S$d+L0R^0wOL
z&@{7v^?*sUcEr18h2|=<*Y-%eudxmO6%OS*^f!C59>skY%fj!vM65Qdp9$Y!Yk0yd
z%`qiTZW(-8Q_wj(wnI8+&#DpXWu}Hdw4J9`OS8{j8*X7fR)f+nbJ#g#KH4GuvY$08
zFyqG^QUrawLyDl3oyvA_<l7nJKoL|SiKA?s14Ynnngf_sXQyD+-FgJlX#|+X^K-u}
zH`P6PYV0YJeTH<8-y2xj7A-n9Jw@9?j#<W=Ls#s*@YH*lTcBzz&&hvAdu06E?U8-N
z%o@NBF(K*!=#f33HAjzZ=1%F6J)%d@Bb!0zgL`D3G`_Z|ckxc?kwFb0$r-w++#@?Q
zp(|}>?G8U~TNVyq?|pz6xm&h@<!NQc>j}_od9!f1hSzM@bd+SnzNygG1_R*-Akicq
zn4Z%nEnLQ94(S8YrFl9w=XJ7h)`#YtD;B0N<Y<zGFE=P2K5RbH!q5QzTvOo2AMF%3
zKCMQ))>AJ01HJjTayxs^546!qvBtG~n#07-`}<CI-qQB{8^U8u;a%#=z=KkDiGSwX
zC2#AftU2I)6?TdD)zTw4mPX)xd@OrkZgZ3O?X`O{!gV~A<@O=Xgq-O)WkcVE!uCR~
z@Lk2>cxb+L;pvbq`|Pqsx`fNvx66d<XZ#*J*B&|7@2In4LuJF$%pk2OuIzQ?!WYZ{
zO~&5lR82vSoJ<rsXULI7%7@3A<(i9gq-U{RcQI7jEY<^*B5$^5UrD>kY}aHIdRul$
znZ1)oRC?^ge@C4fpC;QS+0l`V?C4PN9OG+svjVOPDDoEUlA><%E-C6J()Hzywa>Ly
zu=N~Kl&wcAg(sO`9WLHo`za#tTwES@*HU*YPlCL{L{ajJR1M#5DkpHsUfR)Jc3stQ
zJ>%FfZz$d^Zz$dkBRqv|uL9x74Sr+@HqM;Oh@`ANAgTg#Jk5jZ^e9_}9N(GsL5}ad
zTXOs?#wv8X#uFm(4SqAS!Y6YH*GGNfm&_<_564@fVT$6lEmrwE<`9J3M$b*E0a-CW
zyjwzT`fj<cq(vy4X777<M5=8W3j59aqywIaA3*m7b~1;PI1a`+@KE_%NgQtohljqd
zRUmwuJ(kZ`QeQfpuW7q2!nAI!aKmVrYP+Pg&E9RNbq-HZA^JPdh7i4GkA&#p+Tr#Y
z)0nIwc(B$Ai{k6+gg-L*_Yhw+O(0Hhzd8JuxlWT2rx}_8U%Qbg<ZGlj-GeZ|K74C<
zjk#HKp_Z+=2equNcS9HeiN}ra)ocjQd-h0p-p3;<Jg?!uqu~knB!OJL#sqR`#{NK5
z_P#ybIz~Z2hW5zX*S|;BzLV>PA2&0#63}&;=xV0v5h(n)ra)o4N7lZ*NhGg*S24#G
z6({K^yB+BO7KhTHLAaZ%0Ze$%F(F_FGz<?iC$(BI;q{0Kuj>&k9ZpousA#^_WZ3ap
z+>U91fWOpL&7c`zhBE`qa45JE*EbGl8HWs8UUh8oTf7cBW3Tc=*mA>OyZCVR(kXfX
zJ;jiwkQL25d)<psgBkwqVys(OwHO@$BW}==V1z?KN711`|KfXN?u12r^*we(i0-4H
z|K+2#e2F~*_hYqigv=<SNXQ_yP5CMOgn7i_Vz_^Ztl^%(sJ$_HfcuROC*Mr5&Xrg8
z))Iy6Kfi>7=1>AFFyGVLuB{pl*x{u+7BR_zbzm=W|H;Vg>tuGju0%L&v9fbO0jRG*
zC2AQ^pQ2)4oj{dz_9lS-cdQUV|GT~a2Kq%?h1cZ*`j=XT=b7vFY42dr_b7_j{{3*p
zj$AiRvcb;bytZlGO8ZS|#Ubcla-X1ov3;^ssF}nOjB{YA&^(Fbt~dvl3Vk&PinX5m
zq*xoNM^LQM2#PhHpNloe2KJ1!eUb%=cMeyhEYR!m!RaYl3Kj_eBlmNYz@yBAB(QcL
zCxJUN(wL(0|8MOPBf5kqn5|kcp#RuM;Wurdb2y*vm{Puw*`yhe1fJ6rc=TbSh~Bsn
z?X+e<5Wl@odKqu)5o}U^uPMNyZ}v$N_>o6c_^#!@og_d~5x<U9#IH-?7KTgVR_Mun
z62EWIW#GqYZ+epCN0T75&U{j`)~-g9wa`7hRkN|eo;r4M<8TNs+x0#vd7v&cT}gL-
zxAmRjQZ_1@wT}J4_nyW6V63s%-bvwyj|Z`~u^Z1uXkDQ45K-9-(Ie3NVNHSF^nuPq
zy=Prj?;+6Jm5)>I%!t0HLt!)c+X{`t4ZUOo5c4(qKSSK%eGG98Jrq-1Ait(Hg@3(F
zl!$-voo6383<Q>*_gQe{P2n%oQxzf&c=?CJ%y@YzCM|yRS;42&#mCKOshUDsNWn}O
zICk?{vO^YpN*vOa#?F@SDKYg@OgWU$PH+KCb%e%@<_%+>neRRGvOPf4yIDh^>D^D|
zf~F9s8vqc;9TaYpwdaE&rbA3jha@p`cSt4v@JOl>oz4&z&YMStbIfpkqOfotuPMB6
z_6)b4PE_-@Y|*`Fp}}gD9vht&{=}}TS2oSI7#nVD=Bq(jMmy~61@oTbW%R0i%df$$
zZ}#HL#Y&qE`Z%EMnx_QiS3V^u|4b4`PMiZMe=3RN%{T{8{#(rfl>drO88@;2&?7v*
z=PNO}eyjAN_Nk8Hx-0l8pWKX*uFygfpu0kNz(=!7>3{!I(iUQN!TL)3=@<VQZ42>l
zw=Fb}nROZ%$b=}=VHxn}d*P*~I*W>usW(){_M8%)>aDfk-tvC9wyC3s(IBd^Up0st
z>_>yB5EKGVlP0!Tzjh_Ly?D2M{ey5}TlUEz=oPKD!H2@v(`&Jh52U!obE9ooyw<Xc
zo{yg!weL+2*EF3q85wKQJ(VNvqTtwYitRByoYy!9<5AL04~5@z$?)N0Gs6eWgIXq5
zlM@xiYs)PN|IdE&2<6M=iZ12EVmb-@^}_l4<t043k~p>rhlgIiKadvD*c^4_!>#vA
z($AP1ZcIsk-@qa1DOwVe{ur8rlRhp#nlq=E2TA|K{dUUEaHefDk5+#3n5<9cI4vu_
z^7~AaaWX3|2>)%)YBG}k@0tQo{*@>kj{9ZhH+)feut__hJO~M?@BzvEh4sj^jnyWb
zDw=}Kf71cU{MC3wWzP?J?ubXpivUR~GQT4gX~>~q`7!ihdMV?OQNEi4lKu-Ekc5im
zM^CL2^zVAW7EPsF8uS2`AEPw|>W?@e>yO(>A}<EVUdar+jXh#TS1k%wI25cu910BR
z6gL3bG%rn0+0^r^#8i=giWT(!M4rbf^^l$cSMMNE<m$y2A+I`Iya;(IBJ-e~IxO7C
zvtM3D@s-2JDfM$#T6_uezXVpvqI8C+?c|p=Nb=SF{Q%Y=zeXni9FvPxcp0JNok(-q
zyQ6kt2|_a=Yu?U!Al(HH(l2Dqz`?|<S!KVZyXtGg$8&*-;M(xB<}N-y3X*_|I~9eV
zs%hxM8sq`HU<W-xdgAM9H`=mi(^G7qU6tjghvF6Z=yFitqr*Xgk8w#Hqv9NBJ}pe*
zm>cJy$E1qewHN)3%$6j!4T)?e(;JziNo>zJY@N(|NgSu*9LS45Y7XSZZ|U4}Uc9VF
zke6u$s~@r#s~_j=u}ii;C_p%7NBGug4@@&zAmJT!x(Er=<49N`hb|0|u(}P+3zxTR
zcT$(SJu9Gruz}WyfiP!i-Ws&;Rf7+YURNL?eMm5pR&XVYlua*Wf|?7!c$cOiv>Fpd
z?7(WMk7fX-^vDrR?4d`n8XB)D0F^O0f{7D(L}6le{@cMsk_t?8qykM`3a^G-3Kytd
zX`a*6y~tU<E-=sR)p|hZoe`aP>JfUJwVr+AK)Aa3k0wL$<2izc^K%3ZUu2Fe8bDLP
z0A~sq;7|aE4h3+yEoy+k`SsaVdYiwrRxsnYh#9}>k$7jU$kWOR*bI8tV6Tml#a+~r
zRA#!OB{T~xab|%f4&_{0jatT`z>;5FOCEnFe7|X`6@w*>o)#x+q(@*${ZNG}rmH5y
zl1|B%bib-4|IgTU2S!yqf9^sk$qOVTgq9EjQluuiMp2pt1O%cq5s)Gxp$4#lQWQ}X
z>98Ueup)|zq6kR0V4;er^dbUZI)Vs-{$@V=-o4qofWLn(FEg{Bo!y<Co!Q-YN420O
zMlEQGLBT@XbX87O%OG=eJWWxr&R*{!W8my{%?~vOSu>=HXwwwCO;aStZPNltMw{qX
zbmZtP{LeN~EohTb3%&-*z^_K<(gQcwsAU;)XwsypCcR|slZDZmU3P1BNe)7v^OAyw
zoQ-bCpDc7;GouR75TgPNjzMvwAcKsS{9?8QfkdaJ>g?M=as_(hvH4ORLo`?><^~*H
zkSN;G;brhvh5)DKEmYDH3h%cJtR3%J7DhwnYdBJ@;nFcXxLCt!-eC=Yf#)pN@Znq&
z*6`uW3RuGdCvzMf5>VdAneSLG4483Ym~l}sPUidl_c;d($b4x#vYhI9lr|X?H|ES$
zqd(C*L`Z*Mm;Hcq<Cm7{bK}{9<Lp-M%9*G>oLV<oy|y{0tF=@}==|3x!`=PaGJOYP
zqZCET`K`)dkkiKd)iRy&9*z<?5Eekfdo@bnQdj`%dg<k2$g!>`E!XRM70JQ6P8_W3
zTs!Y-7NoaMb(c}KQK_yJ*DL%q`dW6r0m0&WU2o5o^1n{1%g<)2`xy(%<$eYeoMqij
zbvsJ^-BkC!<vP{vCD}-IyDt~1?ttYw)rCS>gh>-K)jj9!NJ4xM;t9r*D%~Z)k=JJL
z&bi4NFUihM>><mLMj{)xH)oGYc5dW+W-X8)h)&-W6t8;WNY1~U$dYS2kki9jEtonS
zT|w>SY<B5#9ghASCGn#xfq^zEfPpU80o?fCa#}h8oD|Z-`x;e10bCgjFH+g7TonSi
z*cD#YY{-<#YW3lq&gq{qU3TDnsgs+_Cae%cjShUiN<E6;cIAvyQ%26IL_ZyuV_9)h
z3K3joNr7X_APUd4<vO+9e=Mhyb+eRW|L$p^rmfFOvl>VS&I#|56n5|4b}Mug*MT|0
zr&B}iC~ny@o!K^6p?$i63ZHIJ;M1FA_$rvyBYp_3P)RZ5zv*5!ueC^QpOY#<`w3e6
z36g=t_EkxN_H$S0P_7>#a$-A=C9d0w33e+CbhN^tAe1vGXuwn924FqPqUw2@ID@K>
zMZ1vG9+G-u*!B}e51X6Qo;Rd8r#)-K?GM9YpE&6YVLgB=K@<V!CbiWfM0HY2z2hde
z(F0rg3naA}U+Bh^_`+!nmP6AjSJr7=O4zug23A9=2CHE|ZWxxadsrQ;hWC6Cxf<TJ
zd?~#+RLfI<zZiNcXQeevHii8~slkH66;C>%*6z;Pu7;kQS6a1yotC{J4_As;cb=*{
z!<r~$wflIQnsuN~8_yTod(4j#cqJ@=Ty|NMz^7pWH<jHQCABd^iZj_`QBsGcl>8ol
z&q^`aSiY`?MX~aglLA=zO0U!_Uv<erQQ~0b8^;i|@<sMw-q<hLA)a)6q2y~{*q^$~
z^o4hFE%1dMSK7Ytv*k6KrH|z{N?$lYHd>^!-KCmvh8v6e{<OMEGQ8g~NrBxDAqv?&
zX^s5#1t|d6F;OL*BF8sTGLXK$E-7#wudURM?@i_imqD$HaC{S2YR6}w!ey8gPG3z5
zr>_%M>fOAjRw94hDHVavJG9O_B*RT#Pf0QqKfY4?yruM;w(RrHu*7v6u)}VEQ3V=c
zP~h_n3Vhy=;RcBOwdyLW)Cpd=8Q#oQI_t}n95;V$D9PLoI-ERk!OmZurrg9r*KG>b
zg2ck81x+z1$X^W#a*B#vrTufJPpwpoQ+x-le5n{(GRSVpAj!e<IYCm;h^L|(@$7##
zf+|2Gj0(^QgMyWGOBvsA%OImAd1g!8)ODp)5zSd<H)omTxT)(lNk*GCN4IJFf3}Hg
zL7R+P&?bX|HX(O4$Y>L7yUEc(n-Jg>Uma;|v8%PQ#Yzr_sG_7`zEoIk&X-Coaa|)L
zbhO1lM_UYv8|fHiOd9WMXV&Wj<*_trIZ_z1QYV`OSL)QYk5m^vt|w8nk3;G@!Vusn
zA)ngAP(4?Np=hCQ9xojQ@=WP~9ZW3LG~KXJFXbXws9)h)uu#9UI(nhzrJz-^%vS)%
z=^m%83%M|0-V4LL7X?FUE5Y!44e!3Eva0&lCF5G9?Lz?g@_YKdhL_*7-)kTO-fLLG
zxQpo{{9Xf7#Cr|Q%fl%!f#baf`iu7(8Xs$iW4&?e!yA1i#>kUmyqd6-?{?}d@q9@b
zH;?o9E+Q^BUg29QxCPUX4<>Qy`Op%2!Xa4`-mt|6@HEclkSM;!(GhZr{=EM2iuzDq
zewjjro|u_8yo`EcW7_Z-YPd>l7oVv<?3i3j{ZrGo#5&3iKwlhOEnbK?EXewWh#8dv
znJTNFFLCMfwRv+`O6VhkqIG>=nq*H`UrUuy&o|d9zeZGpErH6Cf-QmaYxI^ts^ECl
zl*YboYErhZofQ&vy%AtYvhfDj=#79o4N>|E2+taw!`-$<Zv^y}0ti`pxf0k3cp^&T
zF;@Zs(JU!}fN0tp9T2@CIY1{40wS)T1EPX7r+{d-8r#~JsGh6ui!0fHK-@inCi;T9
zET;pdB<i)UIlWaq8k#OM^X7O96>@%3l@WBrw1uDeUuT<upUrK8AdAQ_Dwzq6W#C1L
zpCkn@O6*&sUz9i?IoKT7L!Cu0N+dUlDO6}u@nL-*xPQo?Ui}Bp%sakDzcc}ruu;%}
zTEH(&{NAc&2eqZ8FG)>p?dzrPY2qv4{fVS`$KYzDcH3l)*fFU6mT!Soc&$(xF<zIQ
z^oy%KTl=N~(26eiY!lx{R<bOI_a;g)1^p4DuV5P`vFq^mqt%mC#}U4As!lUnEDZtd
zKm69rH`NMCXzV}a2nt>IXfUt=EBLnlExtPiQ-6EO;tZeuB0ukKYxVaq_mwhiU!Gpd
zkb-?aA*EoSkFC}A`Ml)7K8d64bFH>dLq(ohx31-Y-L}t>ANk_c@s_?C9@{LXxHii=
zYhANU*JcR=)IavSm=!=Qzih3_=<O@5{<_2GPrsGP(gy2EMX{~%Xe(b&Ypo<>lxwy2
z9k5nOG9vjMl7dz4N22KFAd){T1rW8IT&q|3lahl_zQ{UZTUg;^*6C2b7<0tRzKqK{
zwvEf#go>5jK*h>#QaF@1DSTe=KOWuY-Xk<P;frpKr8dyK;X18(L&>3dtGji#q(Jlb
z>vU{VVV#cUJN{=22z`E)S{33Y6dGVuhg)t21yM<8osLSV1-yUZ`HdT7UrzgRtqv!)
ztksdpi?Rlc*({>yF+*hXt|7pY$=lQ#KIfmMdS%gE!Ou<*9JUb*qd+_%jmiN=ctV|l
z@T3A)fVg5CKOsEXMm&D)@*ppacqL;S`96LnqwPJucg(p@%ic!oxYQEU{)nJ>)!Os5
zy1?5l{pem_D*aaUdIEObE#~Au>-3s+nL3Yul&^f0MC$sm1ZI4Wl)#LyyI#-urji46
z;_!^8S7fQr^cOB03UZHMS{FI#EBEr%aVEVK*OUGrY3i&+(UblG)&Y}#@Oqx~cc)+C
z9+C6?H_=6k=6l_xD|`DMi?JS->SMxhzV*I<8hfwrJ(c*WuZT5V3SjC#FDWpiXNjU4
zg{l9x6u<;}eZ8JQuS*W5{t8LK1p0ivp86}9Bc}df{@<ATgo>$epkn5j6rTDfg|qnA
z*6W$`@_PNP%6~{rp!I26>(i2hZ&fb(CF$ar6l?7%tTNmAZjQ;@vR+U7;w*7p?Fk*)
z8|cv9pdf`eD46#rT<x)MIcL32A)Z~Y=ls)Tz<e2}jnou_bq7)OU}4U8Hw5?~tt&Sr
zTj6!<JH8CVVa^-YfH^M>%K^rmr=Gx^-@?6zIX{7`!knM*<+bK~rJdE|c;$cEocLJu
zD?a3V%6d)ei`hR{P`s+=6ZNs^PgiS3_=>2_8+}Dp+ncH_vOW`H9OPC|UGKgzS?zf|
zsTO@VI-1Pi>FfRAOC88=lJW=zzB8o|%>EuFb<mW8`}jvn!F^n&9^gAG)>p!k;68|h
zfPwYkfYxXpkKCd!BYj7eCw!TX?~vl!cg+6M^&M$Z0YeTe0N>G2RqX9cRX2|IRZCyQ
z3QPa-qHF;!^EVfoFFiY&G_aZol7g@3EGaO*4n)z7fUg)P1u*Ldf2DoJV99~6ct%p-
zE5?7NeZ@rPh}qVV|ChePGgxH~paTp86qC)Qu&XdB>?#I)rCr5?U+LTXtED1PdWEg@
z3duo)uw7E1^wzI*gzz$<@owJ^mbk9+E41<kIFvUi_!e1%0#EU|P(B>v#D7h7Iu0x|
zp>}J}*Sgn>N(LHGNmAhJ(pA!6Ut_PMe`OZ9mi}8y)J`F6csc_c`WqBPI0l9FC(k-<
z2!&|W_i%K5=`Zh<bofeprrfWzqw6cxgr)T+ifw6pk^f;sfF0d%Mz&+6-d~5|a6&V~
zkmhTLQ^RoXP5w8f6mIgrFDaykKCYpz3g6_9vQ6)scK?`Y-1hlG!>O)@aK*-CgDaME
zG~9H)&d=5Jb^e#x(%^~@v6^tjhrTYr6$4JDset1>0Nx!s!-WBJHVkt%3g+-?9mPF5
z%eTqgynr)*ZZ;){ao-S<V}{tgC?zSl&L5}Nj`B5E^PVXmmrz7-=?4vaK2ENF3FS`j
zzv(N+TN%l!>XTDaRl_;HEUUVZ)teedX*P{&-{?(^o24k6aD#7j{1^B}F9sc>BywE|
zEChq1B>KA&SOlJy5?BPreWMqF8IpsgW*j%VjaoCxr|<F?q`I3mVprov0*TtykmdAh
z;Q7W~4I*|m7(p)uYxs%(b#^uQ+1%Br#v*csh+%>=me|$!N>Z?^vH2UltFcvbu&c3=
zI;+54ja}d9T@9!NmwqF)fOj>jzwP_gLzX>?f|Yqo3ztYg8L84bS&h4uabA)U^Nx+b
z!Py{L;(LJ2se~0>82cG98$>g)pW$T+dcxk%kR_KkTflpIlBB-}g6zMvx}&RaLc9b-
zKvP*zylPFA`(WiCsrHqs&b4k9OnnU6V1sR|8&rOGU#@`%W6pI2V2Fbx1PrnN25pF=
zBnM@gbDyt`XM+w#4ApoF`8Sxs$W2ZhA|<uurEhR8FVl`gU~;&SF`uhO9P%zbO-fN)
zo|scwy|&obB;C&}X=)i#O`Jp4{Mh$_$674udiP?9@3{4WBqJ>OT2ioBtS5?Y4#JWH
zQUELbo(=lz1|<Vg$)A#f1^y2b<)4fCi#cLp<c8^}giIKl7X*rxagW5n%4kwJEHNn@
zmh7Ys<=^Q1d4tYi>V8Z3&J2XoHNVxXdQHip3??sL5}<UGZ*^1>|E<a$?5kUW1+J?*
zVMBKV8@d}5<SzyVQAzc0!@6Tx-@ZXF>+8vg`Hki^WV4*VJR=pwNR20o9x3E6FB$^8
zXEBRf!h06u)dA(~SrFW`VZP?Z+`u9yP07JU`a=ECYq+mQX@<vIx0au<WUl=-a>-mr
zevNl5&aL&$DPXQ|Ugvw(+9?&qJl`QG^aVv#s_1PCHFb%vpPKijZ@G0=Na)Fa@>@OG
zkA15brsCg;F~^LJr8I>vRgnZ1rpzdbbXNlYpn;TtKL~uM{Xq-K!NL?!o>kPT`1O-x
z+`)Q-!)OW*&(Uv9zYwSPe&?&^I0q>X=iu3@^5^*;tAIsE?_>_*y5SHWq9?~8oc!Kb
zJ^d(mi*yJ-%6>w2@`Th}?`yo>iMFek_!M_-g8t!)kx~ktVY;Ni-lh;mHwd0#krcor
zd-pp%$=;P5xQ2C-f?2luJM9|2WR93#+{CbJm~Z)0Jm2ZrWq>9<Rl7#K#GKEL!4SdZ
zdiy)&DSl&f!obVMmt_&C{HLw*pOS-UzvTC%h~q;L?OST`YM*}N_-6v-j3tSMuBAO3
z8&v@3U{nC-U{EM!>25ZN{n{U{`r(A-cBvQI(ENMd?ad_zZMaub(1tG2ZRq}=ZJ-L!
z2BQMB!Jr^*F(^n|nsAl+VuFW$Mqm{^&r9;h)0n_HO<_`V?<AUv?B?c4m0@<T5XCk-
z&R!N90-U{kz!fz2zVf|xn1qDHWs@PuiOct4BsX!{C#8_M9FY{#KqoFV;^D-_uu+Wi
zKD&oZG)`Q0YvsPz%6TT~4!{dl#+-u>ma{k9XwF->cFtRVW;2BouJ{8z!3kIVp#Ucg
zI2ninj>CM;TWWD(z|;=I)Q*CoyoF%+R6Ax3pKAM+?~reDGPbAfi2>9<SL>tgKUdpF
z+eE<8c7VZi=p%fz%@lF8&AdFE@=^^r+NQtm(Kek}jZ>qK_)2t?C&4({PU5pUoK)7~
zgAg1J9ps%|>=@7HJsRx)csRmE?4Qn&1!A$S>?6tX>aX$R=Fr#pEerqF@0(VCRtqic
z^Mg3Ben60El{#3yib`yh*-Z7EJSBccVy9SD^MAfemXy+K;f&+Hg(ew!-?$ULx2(AW
zQ-6)$8<K)U>$yMZLu(~CUX@g{5w`a-)!0+Mchtfkd~se<m)Fx|Ly{-Y(jRnww@E-?
z8Kqgc_G@1o@7F)*RrL2LfrDWIETaEJ30w{fU=2;(C^`>oXsL~Q4ZT5futF0DJA7O_
z@9-6*H-4J6eY(F*V%~D9+fD4~>TbuR6ib%T;q~+%RCW=6e)tD3xR_o)b6Era*U9Gi
z+05pavanoHXEMPt24r)cWIK?}_1vhlx!#h)*_@{bz28N@9zFGznBvLHBG0J@Zqyka
z)IvtLoQ9e+x~Z3ZYrLI^%?Hz?8C9xux2y))+`7xYoz~NmjFtZM-@Y|gwDguMzE0Lm
zDUI}PMz|h3eKShpIQr~W-<uJD|M>P<OC=T}x=#ef-HOgsLo4}vtHDY0Q&rF5b>>@}
zgqUNG)M55n^w;#=rhF>(dz92c?p9X{hWC$@g5h1Z4bR#nh7g8F9Bp_Twc#1+@`U+n
zqy8B)GQ2z0+E{-*dXom`CMC7GeXx<uZCEPI3>jPw*Qa-qH>qVs{N2;PV%_8rek7H}
zsdMk5{t;GlsVQwGzalzpfBQO?)kF&Djb%x}g4uy6x(Rw?SqdOv7`#ab41*;{Z!Aj+
z;<WLb?2TpSh)Aa)|L@o=)<8l<lwhDDN-!zdS(f!6QX8<z-dWzHQ@GVq0$Q)IwO%1P
zIE4C9QlRygP4>?6CLO2!#1hxlp3tGafe!5r3X(X30_{I{wby&IR6q7+H`$x1n{;$j
zb~EYWI1>z3X`<-CLK1hQA;3vowaq$CDy?!aQ|PoNm>%!hq|coVW59|p&C0<=68G{Z
zd*hQk0xSPrToVF_yEf|pq7QpIoIBr5{*1G@eWm@cn$sOC*V<Gf50IK-&i4}(`**-;
z1;?Bpr7{N9n`=EOBy<)xdb7^aMsC(q{iP_0*{%ep`NvX%r#Z!c2mbIiRWJXoS3qQE
zA8>Ek+1W__j4yyNbmWeIY;$;`KjzGFDWsFK-YTnzfA|gV6#t#Iz!X14Pm_w@Jz~hP
zz8%{Qynm)jTA5N#joF=<mHrqD$ytBD)E%=vkl~+h{VB<C-1ymVr}M^He@Fq$`uHsb
zZ5UE9qUiQu)>o4Pm_L=b=viM`axm)~Nebpq{VjUd-^?5_Z@97MtS3~=8v_;d#-#A9
zHz}OpWNgv1K5dJh^~0qm*^P2qdu*kLNCqbTGm@fR)fPSJ+i%g6e&Y3%KX6k{3V}m+
z101>=6wG;pf;m6X)g5!b997SAzStJbc~7j$F6HlL{UG(kl>e3}dZaMr_ZR{^<#*ah
z-)bap>=r%W4Ku)emj>m4V!l%!aKcc!J%eMu7uiZrnD0eYc4<F-`)Jg3-&n{0xH;YF
znn@!ywXT1pmBGawgTr*MASe_Lm!qFGbu6~Ks#n)vL^aLwFR_9`Owak8t$NPa-Kt~G
zwowwTTnPl74@61yb|v5yMoS4S{v)^QsB@C!z&DIk2a^4^Z>X!E;Twzw@d(w~8uktJ
zQ|m#01;;^1NgV{FZjB5AKIVGiA(n4d9Yg*=dL5=ncTiTUhRvFFk^)cA^t;<|w-9dB
z?bo7u+h(<thhz9zQebY|iJ}_=$8b&xz%iWKsvW~A$$?`ix=jo^=2+ov+A$Poj&Kai
zxvUWm5Gp2@fr`mxQrIz=6m|^9w`#|5lx&2*Ca#Ip1X?%RrnPP)IoS2+ASuu~cboPM
zY1_1C==7i36FRgv(4oCS!AY}0forJ0&DB1<ar3-X3r%>&Zo)H?gC@+A6g1(Lh$g)L
zpG_ciG{Hbe6ATJ=Z43&UFkUyobCf3teY5js`d*vETXiV1ooUUzTWJpRmd#<QEKKeo
zQEZdrEt@|L0rqfzP;1y%9^9tmBZ9)7P4bVz-~g3K6b<F>+1wzduxC?SQmCBXv!US*
z@7Y8f=neF}+w^6&mWjrDHkm3nn;Zo0{UrXVy*b$-_X9R=j9CXiEN8N#FZ?j8z#BJd
z+y(H%eOOia;XXeW5O)Di=A3}z{GB&$hH_!R<cDGMqhKB&Y5m)!<A0!Cj*iuH)ReaV
zamn!bwhssFBR}Y!n@4`IcW#J)otu%2{s?`9cW#&>c5axLhpmqBKj@ts`b#@ECqi=n
z13N3zd7VL){sAXFNT7Oi9Dy(^l^qB9Q@t6(8q#JAZD{T*(n7W9GBRn#N6m|=*GdP9
ztNvX^R#%le2a?n)Q=TiSKI$^EsPzG>ffg<JQS8*bC&=`M_}p^Xsi{m@NorQh{5)%o
z5OB+-tQ2H)&=)^?)tR~(gFN3ay}gsalBdirme|7|`}pGke;gvAeQok@DMiw@gD<M%
zXv$@>{pl)kb*NUs*wfa<lvgF2Cf$~7sLU4s#gA%U7ymHpF9wZjV)6w+wpCT5?(u(T
zNrqzvrM7!jlP?D3rW8<%SEY?_Q(nE>b7U!1DJhh!8g2=tsyg@jTO=<ippK6&Wi|7D
z@uRkv81A25M`HH(&fHE~R^*R!T<A1^l;eL>>Eofi!FWleMjnezgvdm&Cq9(-Wift#
zq=qgG{ZJS~!G-hCpi<klmC;}94?cMR$iR#<>yy;Q9{v^yvd#3%00Yv-6=U7Wl3vu7
zRH3JTyw#D>(39=9yMu1sCCE!Xz5LDSwOv6{XLr=@t3K)NS0)*m(9{kc3#;jU{Lfp@
z$Rd1!LoICLkMmMZ*u#5fyWYclN{D&Y)|PEssWTt@Z&!n#oKr%r=<Dxny(uL0Zk|zw
zP2-L2YT5(-XRYN@6rl}$iBnTMwDEpSUG`z{UTa&Vly}p1mEW&sz}hc42%4C4N3el)
zN^++C9O%bouwz1~*s3c?sr>o=If;31Q(1SH?nS+ABE=Osr;6Uu+g0WgfA8=v9T(H_
zQrb`S#Q!?Gbo^}Y(!IgLGL#z21ZQlKS*>}iR1+(cp&YXQ!ig$@+TL0}sjcGzH&}Hf
z8@DfR{7K)wcrkLXF7%V$tAla~bl%>s&ORBas1gVJ7kD#?&3kosFrrkfqO1aYbv1`j
zl-*vEx6TQ^Ak1LlV1EhAD2KhbV)+z?8)TT^nSOx`@35a#(u092)(8p9QF_WyL4lv>
z@e}#l%M~hk2mGXZwF+cgXc52DLw&AJkMyU<WzTd5Ld6gF-%xKNVVM0-Aa*nDt-?W~
z8opIsPrWeQpJPpyWNb3JCGFn|d0vW82unZfIPLaa>vc&+B=8zh$oP9uPcNxnK{bvE
z)Q$O=8Z*C2g&Jz;L;g%_X+)U@YX70TZ&FRIK&Eb`Gj6<JWi64?tXs0Ho9(|pB0J$Q
z<+Y#G{I-F{X;A_%yBK=r;mf*>CXumc6`keP-<q2HNgyp*_LbA5t#t!8#C%1q>GgQo
z8%xuJz04oyCqxU!)!92KYiq}bj!l}1H0HcXll<7V>>^fuJ0wuv>!r7_9}J|ZOG5%B
zt-?E~yfY(UA%z6RwUE}MDtQ0ChJ{r1rv1d0QC?+@^2gOHM*!C{kK$U_t8PD$hhg)0
zag^V0RTNdL2=j>7B`Zh~*F1708Rk)sD3RvTe1|lT77=BxZyvWw=?L>k(7H9<q0OV-
zj!5&c1!}t(!aR&7A>NbS<Fq1wQm{(lypGg@%pnbHmS!Xbexvva7BOmvjvoz^0G{-Q
zz@rrd@#C{$n2BMSiBT|jZP%7n<4OOd0v5f$p7bxbUgz?T9pS>_LP^1*_xcVjde*B3
zXT1M6Yqg}X6(&m=sJx2Qx;?ne`bmmn^M30Ny??NAhhE@LMoApop%=KnB?k)}b9jL(
z{<BaY3mkE<z!56#D5R=a7YEx|m8BReulTcu&XOEJ6DRkp>ZQq%2P;{PB^&s}cJOIW
zBUNQg^0%`(OEKWzZR7Wq9N-ftbA`W=HC%E4O&kZBzP*FKaid-EZflYh1N5^t^h=Th
zXyO2Rf#d+1I0p38&x3bbYo!>VSK82<B`0%VR<1`Qt5-(oU<jZj?SLYdC}`|;EU}gb
zFe;Xi;tH|E9I^-*OK>s0gvI|tPyDYFOYpPltX8qGT(ajfA#B?0ta4`gZ?_T|${{0`
zczu@N=Pmz>8uDJCs+A_$h$YJYa*bG`+AlhmfO1%q*6vV$&GvuoO(YJ75%n2N>XabS
z5k_Ra=zr2`BFWe<`e0n}c8(?5s*e<f5k@(L5hY&o4>HLJBUZoUf6(e9;jqbfpP;z$
zYCARN?I}f6lb8K7tdT-O@9#bQi=HCSN)GIdIIy$Xk^_?<4oqU$FZ#EEhHeP9vObhz
zu(S7U=#`QKXyO3+d&vPbaU5t^o6#g*GV%#@zW-B?9jZz`%!}RwT0D}X>ZX7BbIQP&
z^u4TeTorcsF8`wTzfL=R`Am_+)=g@Ib??=zP&do_t1u-e`g1$As5+e;Dq{UB3uAMy
zj4X#$FNG+&2?tgOc33%50DDYze^uF=YNy3Z25m8g6n>MYg(PF2=~ntuf4;JL2Xn**
z-(^<Du~nS+F*5I;)Rh?6Uot58CW#Lh`0GXp@-APkU-dp&jbHU!r&+INbhO4uJhWld
zud0_fSkW3KIl!H|&|kqMWAo}!jq9nQ@+Z>3?VnvS$y@bTy?K?QX?TG%=~umj^_c`l
zzkWg#-LKeo`saOrbL$&Jinp=8v@t(%F+EB4Gyfi^F@ji`r9n6~V56wpuX>}X8&`sb
z{tQ21p+7@BelgTt=o5a?EA%fP`UfP)Iqp^2^Fzof?@?vH57bqei~UbqaXSghab5cD
z0!hJQ9k)|ws6_<FMVo0=7j*kA0zpArs_j(NmNajno$QYLc*(0xSmLi3--rY!74P%V
z(8ummi#G*Q>NO^U>4d8>mYg{;0$e3MAFQh?ed_OE-6F{xm8E$jOEz^y?4YZCYErVq
z3oASQ#v9e?#~-bh+Lg<o*YD*g^!mL!(d#L)*HMycRQaPbdaAZd3v{LbE~S(F5v~@L
zty6@PFjP>aE4|}Oe}Y<(mrP#{*d#P5UPx(o`pi!4PUlDtd>(Ofrv+~^iooR&!!teD
z#<Nq0GJiJ<wJ?O>OTVyjH$~wR2flQ-<N%mBHZTGWc<BpL3dm<|<d|K;?4U7mfSe>b
zKqii(GTj6!WpozL#3$9z`Tn=ns<r+^$5Bfe9S021hL?)<A6GHzb4BpcO?Rnh*O8BY
zlGT-#Hc09ZAHAhz=$?3~q3fb)u#&CYBoB_cyQIK@bR`O_O;dt@p>5$;{+`yOQVO1J
z#4de^F+y@&_xyq+!#zK@OS|VO%n|OnDgSS{XM%=%HlX324NB&=U>(b#z=P)R(w=$n
zF7265w+;0$x&-R4wbfrM^>o$WDala(=Uw_B=5>PQ`?I_Mvl&#y{L?uVjJl~6H4FmQ
zf;Hd!D_MpnXvwOGmJGcs)G2;9^_Jrg(UOGSdWlJp9CwK^$bgO89qu5U{tlp)@m4|C
zUHU|$^De!#w3L9bjN6E!Ed$5D_ZR}as&v||zX^DE7zwYr8CHkIL|U$cnYkcX)w4^l
zC9iYu!mB;WmB6b#x%*mc$?9#9-pn&O*g)m~=+C$2N+sdVl%Pm&c7D764eMjU)K2UJ
zY7B2Vu8|ye33Pj-(hC1g)+Wh-N1!5z+ZOKDUTi>j@?ug7zUGh(d_i&md`JVw?2%*5
zTbWeE0d~DuniK<a**#k2nvw%AMjUvt`jP{kiQ_=)3ynf6jL^HJ?tK4Ss_GuskIAmo
z0q1m8X^H=S;l}Rcn&8Iz?NO)qkQ;lKk)<1(DXLP<_WD;?L!^4H3;S&!xv+tf2NyP8
zQrJ+7jUx&f>bt7hSN{I0#LL01)@xFTCyr;X>h-lh&6+D2t_N5m$?yP+_h<+98FPdK
z>&O2a4s7lo?Z6CZI52}k4lG5z*FRJ~Ue<*<`r;lvM`!H`JF)K82`Ppq9Mw%YDj8_P
zyaA!A@q0-x$5o&O|LoB|>{~)*9~Q$B*KNsByCp^qXo*2_y_i8pQw~Qo1(9-nsT<sw
zf3J39e#vp&m_Y_^_TF$8!HrF)#<3e4N5)TYA9+Trq|J1RWr)OsaSSAiV;t2~rNc>y
z>b|#w4Xv?;B)hXG_UgcUpjx|yPK`(J(U(~a3xqq97VJzG#KzRqxXkh`j}ZLXyIc$W
z*}E!fo3SlQp)t^877sMqP~ttX(w}izpezleER95Qw!ns-_RlV03#`={|72^6Y$~Ga
zUnGU2YPw-Wji%Ib)QAcRKM1ZHS>L8=PrjwB8gtIy+BzvDbc}73;SN8sSD*dF?4wpV
zb_sv=?_Rwv_V-@BEmk2)qRc++(QcF+_{uVB>o5LPHT6C^6bVT#do@oPHSSk`8_(am
zEx0RFkY0Mr<}|fIZrQB8oL}0QL^L`Tz2A_sa>s^CX$RMrtLJ~69UFc&lZ6v3EPda%
zOmI2_AskMB@?=Zg)1MLh^y$yTl8qgkVf(JJV>5Q2-m!sl@KUGu>eHWpue1!PEic?s
zOAQ_Duf=1Tss>jL6ro?;qfWEm$DPhKNrn5#s<EBpyW+o1-8+O*0eZU2nj;0Uv9qc8
z9R*foMPtpo>fc~3kO<gYe<!SkeQ0Bp#OBb{w?ai#!+-rlOjPU;o&48dvGBKqp$-(E
zS}wVU-UI($R)d|~Zv+Js@11>W{?oxU@49{ZzzLl=hYy^n6BCOE%BrdV`eTbZ!>{Uk
z0+s9SClqtkUG?pgqc258D)W{=KkKlhM6}sH(m5za-1CG>l8i9zPomI#Bjw%WrsDhM
zc|wW(!s@7uJWntT1;<VCQX1z8ZiDPolA`;yr~Ff!4sB7yXFvtVdThBrTxG?vg3&U#
zK-ob~V-~ldgQhfU$JV><s9BnIf-7v!PjINs_eTbZ{r2h2hK5B04;Nq;8>a*+7QTnd
zt26Oa%c*@Ygo+t$g;8`Ct#?$JJT;K!y=#BLMp4Dvcb^IrCrcPgMXzNE_90ORfzFnY
zr5>CTs&8l!VGZ^H%`jQewT6k33~QJ`lt^osV_3th5oNA#4RfV*gf*1ZGfQb}@J`sT
zPnTSCu?3!TF@zZyO=2@hk-cNLg1!>)r*c(d-lrDi-z)848)L!_wiRRtFe~Y8fk$f+
zPM7v^VVKkYFwFia7+P8hhF>cix?NdGp{lA@Vjw>m+bp&Z2Wp?~`f^gA?e^s)BH(h;
zF@V!Y_;M0c#O0*lSpau9s0O@NMt^Z_<lU4IcE@j3by5N)#>jgfWMsYbMsKH*xT`RL
zPb_hG{x?72kaP|o4B+&kEANJ4qqq?79$?RG06$?*VmgQ7i0Z%Lg$ZlrI-av|jd!tj
zJRcrX!#AcqQH&c-RaeqCRle`jI(+A8h?RbTWYH;Q4u~r&<pp`^(9}Q+k0nWZx>he6
zm}!#X#{VrFm}<2X0Q$AF&XR%+!FC7qhG1*Ku`|8IGd<FHy~|Whs|PaF6X*QNs$2Ja
zi>dY%0=2DyqJWNK3<#b_0}k-}Xlbhb+-9*VEiEw2dQuibJTsbpH-%Hisgje_sa~$<
zfKI<&l?<d`R0QeQNcziHUzSP<fPP|wekD0b>X^ePgFi|RP>JK9BB?8=HH+&9UM@M9
zin^gsC4KWnO0(ft^xl3z&F@hoTWxF*Xw-_!=#|fNke>KoC-C8C)A0>pVHroXWP)QK
z;lO8By+E9o48{$45)bN-rxe%W$Rp$_LEqBFUpG=I^1@5nK^^iyErdLS4}>qg+^!50
zsOl-AGGhbwPm0#%N~D%CvevCt19Pl^LE-B!CZ1&!$*&&R8bR^Ztgj~22vqWRKByMd
zps4j8iO5S%N=HF~L%HRkee<RLLA~anX$VB9X>Z>csO<F|RNvhg$gDS*%9>qIh3!V!
z!P8v=USDarqh_GDHC&Rh=(r{AxMipmaTlFuBpHj&c%sl`xrIi8Z@jEo)2eEWqDEwX
z+p4Mca)h|O-c<UrY+-e#b|A$v1`Z*}99aa5j;os;9?c>{q5O}&GJ?jlNqQ82oP=0>
zFuR#$v<B;g>=~y4xZkpnbm#jmsq|nk6kGTS>&+H=(UcE4%CJe}f=dhy6Ms3kG;-jv
z_u$*Gd%`e#!!UcJV9FoR{_sRr;N=4R;Sbq?Db__U@5~FNa{o#SQn`!VC3Y(Jhv0hE
z(CmjBs5AfGTPN%jty%56(Mv$*{7I^;KX8+ka!BAKATkhml#>tX#IB|kh0m&XNGEoc
z4{5K~JW8VRA?+&LOAfpmbJ(l(kQ{h5;=rpBD!f`j3c;(TQqd@{CZ)AkJ9SWaH7=vQ
z+9ZDBe;u#J&*s!hW)bNx&WPUCQw!<bG?sG)$@Oh>4{6`_ie$sL&7qDf(6_yFNc%P@
z2j7-T6u!*&YLmW!=%Fm5?yDXs;+;l9d^*1@QsK$6YNT@`ZVoK4)<`mvxFL-L?_1H*
zNZ2+@X?TuJ;d*SJW0XX~wz+9wqzUNeYG<gpk*l4PHNXl_2@0mxrbEcpJjYa0<v?~q
z9(o8al6vUXR)KOVt63nnczA5pT5q>x)na0xWWA!lMGma1zwP;si|Ta7W>KN=m_{_(
zc1gvhi0dvZNiy7JI#FmMQ4`=U_um?*7L)ZG-3R_Rsk+L#El}PHM3k|8=9)VL<t)P%
z;4X8dG~A`zAUhMQ`<vb_OaBcqdU}*Vd5HmkX*37^P4<e@0;FlTkn-@C^kDnT{`>@g
z+5fjle>wS(c6491EYK#9r;VlZI!~)tEKt;XQmO}w7%eD{GDy@O`%N#Jkrr`73{kWh
z{L+fdKoNjBzuiu;)3s5ej&QmbvR;<t2wSl8wK-D6wS|u)8Md&9D3P|X#;}F2BFbFf
z7S>7W2wSkzu~oJ$EQ+!PTVSEYfGrr!VOvO%U1PVv&eeW&jDa3(W4OdmFosLo7~<W<
zbFw;{8OWIZ$qluWr8@;CEj3s_iyU^4it-bXiXM(MD_TEEHO|-SA5f!n11}|`7TXa6
zu+{;cs?|DRr)oq%s+P#O3G@+8)tDkuHRk0ZcOh`3YV;SWT8)l@mz&9~hRmvW-t8P6
zAf#^3iv(i4Q~ZPl=@|Q$Q~dE5cMaLHeyxNRroy##iuGfsz@yf!Trt|v_^_K<B{UOc
z`d-D+srt<kmDnwis)~1^D>hO>&$o8>1jd_W_~0p}t59y!HSo0cumIKB)@VsVw)OB~
zeOGdr<jlJ_u*aGqDVU>D2K_(%u#O$xm7<6p-a4#fhxvzf?65XUV&!2SJ8YI5zPhJ!
zLxG0Y9!W;vKm`yu5F`SJg0#Vxb_9C`8pO;xO!3iUqbgZaOh*iZ4(o{FbgzKF70KBV
zL;Uab#Q!=G13#M{WjYJXh+zm5oY4&DK~^F|Ib=6tDF3^T7}6wLU)lQ|5rgXT_^2dr
zwcqV)dMt)0Vb)<CCA@WSU<P)1y@@1)3wtahHA;}!2ninVOKENsNk&L8W=~+8Y9HuY
z3V@bT4oiHqet`id8Rmt1|Gj?K_x}4xShkUr`ve6xa_8?l`=Q%xJzE8GEOawgc4}3L
z{*+3^|E{w72QunCN=427rm|-8(@mg@>;6wjGCa6j(hdPeN)gwCPm^SL@X16W4}K?g
zFeg6=!)f1gKD8lxVyK4dHat+qdOM<wv*R}4o>-MNDNsr`(HS@_>2Js)aO19mcDV5x
z83$)TlhwSolmSKYpO+Bu;zpCOqRZ}aT7e8`2{iyKIz8A<d?!D__3r##yWYlZ%*cQe
zepibJ2R0Wx`u6SqvoHbscK;tzIoQEzL2>PXZuiqKJ``vNW#e+}*FUs9lx~nS^O>1>
zcRx=1^~H`{+cNBk=!B?G-1JYNlHr*cVHtK*5GO@k%gB^uSVl#nL|R7n5osC0h%)~V
z%kaq}tY9g3<n7?2o;uK-5<t8bTJeYu_@aa=NF11l(Jq*W>?5Zs`nvzE)C|}MJ=pe<
z$4{`2Jo-&Y&X5iJV8Bw+{Q+>gTHHQxXX+zilt;rTk4B+1JIw1?yP~rS>6cWJ#wM3h
ze>@U+(p=QWJsMbRO=BF#qasnBBPm$QrXA5s*$a}>Y-C`k^?{^dDU&kLe9;lTlzk~h
zc`2ixSEBB3<Ne}@UdeVx3V44xqF1v2Ne;4L=5QALm*ikEBMufbLd9ZMkUs8W_7M#a
z7BeZP7qe%{Ab3*`iy6t;i&?d!^u+%<iy1$g&UFzB%cbKvCWQN#@1G<6t;J9d*<H*6
zNA+SBl58wyzN2C>Yj#vGW>5$|@uMTWn0@B0MI2tj?q&d~M-7RHC9K@|z)MzFNyZXZ
z<mteRR<ty-+Wt}+6aT?*J$6=Wl*E#E*E4jOXOP{j_BkqUWVMrI4KS)_1qDX+;8A@7
z`4nCC;8)(z30V866Ut2tRP<Imsv1lTq}Q8IMa|)H)wNf!rv<uBV&9gOh&I}*${SL|
zb#BWgnVnm)r9>g;_MkdDEYLLOyQ9*rZH|zRa%;xm=C2E+#LE(_S+d(4+hK1Y`{5fO
zOR10O9k=u-fh7_H9?fVBJeuqir^k`P?x6<2q0xiw&|;3!6C7I1u}Ftj<ERd)D^DrV
z0Fc6#r}83&O=CD`T44Cg3W}o)QrP5U1q}bOse1T}Pov?_rlQvxetVfJEzm{s8kFP+
z8?e_8pA>Ozpp_)U23ioswSlh3qz&8`A^jgVaDPrpyetu619oQG<(SI6J*zqG`b3z3
z&A(Mbzyyr8unDBdezAMq&Rhpk17HL6VB5e9eu53mD98q2Q_>9rkd_9dt@FY#^TROn
zqhR!^cE7r;DBClVHu#dyUJQI{E$8x%?O-)qCn;FXmLJo{V4n$&S1o=&FioF(m7E)>
zX8kOf`pC-==h56j8uI&WC#5KIv}4r!{5{2okLi^y_J2YvNKmYXqp)Pj!OF%QUfD7w
z2P+$Ku(A=V`#xJkDF*1E4c$_508JeCeYQ@L4SZrd`0o2`L!?-*>2-4*&7Y7Azz_JJ
zKE-=pa)3-62ibj{?M*2L&F9&ge=IqGCJydru8|x-6UTtY>ukSDF+l%hLm!bGKof_d
z)pyU)5gY9s0F{UiDuRfD#@-Dgex>PvAVP}iAYw61z;F;ja&{0=<v2a@zfKUr&!(H&
z!NPL!{)7o()8-&z!@@uds|G_kWCRfn-V6A>Imh)&Y<|f`5Rr9U1QCttCFJL8_$?@e
zAmZ0!YU=xe&%HH>!$CxQ29SDGm53ZfEM2}Rkmyk*r|J$w0I|18>8h${{7pfXxF}HH
zGRhzzDDzR^zGO*;L+E>4B{mKQ)T)o@75K-Ft9>8QEAXRag;)<B5frD~xW#n$WY}@N
z9-ui02dFu_7YE9>V#=h#gZd7CaOR}g`}zzSG$@<{O(mAu_k9^3Z7!_Swh^L2{qD-(
zj{|M3S(1z;!Yx@umz*v|a{s6vQe!=(;*uqx(}J;|1lp&*&+@o&v524GQ5PM@s+!`a
z3EXkyfv7h9-ilfh=wWuU=hMJk>uXs#_nfs(QfM=3f;#illz4S&RiLPP|Fgg(YmXGj
z|BBxCJgz;}amm2U`IQWbUthf>Iha1g!Swm*xOn%k)Cp>jW2jpX=H#liZw7)^B}ryn
zPYJbn9_`IlT9H)Esw=sSP28l{C}|*Q%uLxJ^vU+)`YXO@ud2RU^e43|^>u%u8ui$y
z(q`*vNvh~wc|1HnYnQ={)NcZI<a%*EyZZ?hS{cYn-_EU+^I)}XHg>4+CSYHwv9ljE
zLA~}_AVI$b*joxv&@jpxDJe*ZA0Y~jFSP|P0nU;FxE4I^gnrFrn&gCUX{!>i>$!;Q
z&F`Gh7qs7JS#hnoJOA&@`CgT4rg%>1``HF4ZZ#Ve+&;$pe+C)1k0+ndw~wDcA>RKx
zD3yfzdr#<F&3h%sz13`xfxAoNdY<Rex8MJJ_JrQoc|_Cj{@;ib`X!BWC#h|Yv7t*-
ziK4rdcAo+Y@Bh^_r1)xc^^-bwPCcn_OOLRz`Q1Nb;1JMA6L8RRzj^fu{l3O(ZXagz
z-CPxB^W7&SW8|vGb&Oo$yFfQ{7E_KrK}~&bPP|I_KJc+MNa~B|<{?QzbTjCr&ei)%
zj*HW2W1xxkoaDiyN@=uY;z|AHU!Rli1gYpwkV(bamDYtH)$`=llWNhXK-qfp3ET9h
z6S+1ya~_b@yKe%%Ey>!OMwWa-in!iX0*18@zY4gL3t<pe@e>ANl^%owT<S^NrMBN1
z=~5A8p4%E2V*M=DfM5MlQrNG~-Ww<teh2V*>y+ekL_%Ry(mUk-u1E&l>i<q^w;Fef
zlyyuPZk0H2tG}Pr0pQ%9=_U3mQVg+9#wqQwvn2=6#DT|dA~}F2jsxw!LDNNw0lI??
z{ea{EnmB+SAvu61jsp#kExQVXb@-&|v5UnH>)YqynJWLWQ5lw$)*;m<VUZPFi_DwL
zHN$1UK~IzDx7F79Yo{OP{*}hJMRqvcHoY9!#d=Tb?YQkZ)&fa}vtA=9@GL8dLY{@1
z;l3ESOG?4z{d`J$?4Knk?6Ivgk_@+f@|1Sl=a?hhHn%S9ws{ZSOVD^R(13>DHYj*8
z(4fGzZa<}6_SRG4othe_sgkhq(Q8588%}HeZ;%{U|C=Ql`ZqkS->Qi{t>3C?!V=eQ
z2UVfJzfWSJ9Y&?@TQvq5jmbQ1HU@9ijF5O3jG?FX`ZH8=-1WyG19y;%i??bvozm;X
zN}3S-R?Tvi`!zZ5_aq*SV*ydLap2v+FAM=*ah6dx@ovq6)B5GW<)`%9G=}A2wUL(V
zfMT_w9>!M^#xgh@-C=%$qdQDIbBozoZAP6a(7~mj3=FdVk!r%hU6vHv!4*+!P6T3A
z&r1|!y>u!t+bVrVSPdLT(i!cGsz?qT265mpvLy!&gE(*)31@_xYbC`1eY*|aMREX5
z96&!HIe;dP1MRxGF;WcBqipCGBnQyM0rXtS0W@(OXt+7qVHhpzjOpge=$KT>!NGYh
z(Dyq8?n_0sh*zH1ab@sq-<?s9U8G>tVv6)?7v=EaUBPWqL&u>#6CSYyYqJ!9Ydaz-
zu-@N@Le@*F!?od!LGM{H$e2z4oYAh~A6edY4P|5jb`72swe|=_ag|icO=;zrE8N0&
z4B|wkaBl<;w_w1-Ef^HMHn{7Mzno=|F@66&qus(^WK#U~t@QG9cdMP$3k_*~RyU-z
z<hTvFUy{*~UTDbd?PU`@bQR&ZK;5(l{<Aq$37TV6g60?$*UK4XZjPrVSKHj{v<6OY
zu2ha&<54Q<NFc*flHvL|gACM}Kvffu251YCza93%8SR>Wqv^muTy}trpT8b<n?!`2
zY$l3rC&%ekqeF%Oc{vZgGjN3Rv8kO)#d$ZM4a4CzXu}ZU>7+G>f%#W+YM<4ft~OTy
zPiLK@CwMyRTmhaAaB}AaaI|xWeaCWK7%=6-Fy*6QXy1`w(u>u|yN}LsC)HMoNuf-&
zp;)kAGBR>|nFR7(hxNUgyAIp;W{7}$GgY{PO7s!FH^UThZ-#k!*wws`u47!us^z7>
zxHnU@Z?fJ?ncXc=Refd!ON^1bpA>HQ&Ktxh%(#%zm5*z2SKxpAgwx_@`TPkdTu<?)
zJx)`Sc{>Rk>x=mbTUWz4rN!pTN`69a-G}2Pqz9W2Iq^ra3+!&lbLq=C+zX^bOMMxq
zT#4Y5R%dPvIwtp=dl|>-V32$HJFES-1>;nYlEM8Z58s3LL1J)vf-K@ym0CX3V0I|j
zNo6Dj6Vz+Z^@>%el7h#r=Oi#Pqv?`@%;>pudf#_~;1qyZTxBc@CaEbY!Jzey5Y@ZD
zMq#%3x5-|37kH%<#VWGwoSI*r-m*NWH-UeO64-i9FOG*K2g?j|coX=n<Y1X04wjiu
z&xuXoxIaX1qwXSqXy~$%18Cy7o50m18~DU_@ZC+|CQ=OejcoioB?tJ#!3ue=<N%sD
z4z#-qJVJ^AdZ-Qkq~rjaIDnoiIe;dP0gYYYccmDh-?E{XN)Dij1L&_L2hhZEps}tO
zWB~M@>@#YM3YJRDdzVJcy<6Q<zcC`q=p<(BIhC6e%xlHsdTIZIYvzBQEn$8(6X~~E
zSg!g{F~ON-XTJ!(X#FMi$8PY@ry6yR@t&sxjw$Ujt-|L;3EmF&6jGVhgV}28jyiG4
zEhAqUDREwJ4?{UD%I}_2NnL_1lb?*#<*z^VesL7zf>a4P`<i-z_)<c3cutx}@X7U9
zL-^z@eu8VyI<GfCbGZ=i(Xdyb$w!sx4bX`-f)h*+f^7Zn8-tUqJ7k;T8*(LueS_x?
zm0da5NVRX<BProF!KHJqAx&DT{SO6iQ(F#BDXO}Mf<@KiwSqTW4+t^s8;pXiUf=Wj
zrKk?IgO6H|OL>^%qv!P`eNJ*<j>LgEz9>0tj-E%gqD^y4CwWGw0~x_owYhGvg|%2p
z0)3H<zFKmCP8^_blpLThGSI0@?n*AGQNrFIB#bC~mt_>KofW-J&ue>Uac%E^^ArE;
z*gHR)_THC8q`fz1f@AOQrNBZL1lheu5qCk~qp&0!M<B&6=+_9M>^=2@ws$B8dw-B-
z0KZ01JP>@1=F0rCG*|G8%rzKQDtA>Xhszb^gTWqFJy|>A@H(E9s%qXHp~`egFxbV4
zF86#WxWsBK%V9U{=5USnH4CF8PF3O>1RqG2WXzJAFYu{KP%Uc^OfP&Np{Uh|ri9=3
z?j<Y2W?*+gaRBhXcb5w|Ubzw7gX0y9CnqVB;veYWci{cQ>-HVkw~u|@>~HG3hQadn
z9wt0<WZkCNS1`JYD)j-&gN=e6tWlC2(FyiFj7O!2yCo<Aoi@<@g(_;^r>S*Pr*k1V
znHl^9Co|(hq?6%}q*+YL+NUfxU%Pkj_Ab1j`Zf+$w%(Ttaet;P5EK`YzmN9~-JzE3
zP}QqRkiMz+yc*qv`fe?iy;k4Z_dVVc@Zr8Iq3SdZmQ+tS3Rd8!H0x_A715RUMTqrM
z#O+Fn?{p<yZfl>qhvm_Wd-(~yxc5JMv2NF3F;%;HaB6~KsQlIG_p7E0gSAxq2ElmM
z=a%4K)?ZR1xb8xKQcaEvfb0H?CuMUr@0s#(3Fn18-fWeK7jC0(IxQ{B!`h89Jl-jP
z>WHqE6opHz{--|Iukxo3>28UVX!56a>A8{vr^_4;>F$#pL>R<Dgh8n8x&EV443&?t
zp(jWVpo!y#bTcIz_{4Vb-H>jP6a)UdHvS690X}iCUVJM#fF_Ou?S^y*r5K?1+R$et
z2hhX;^gogVXyO>q2<ggP6r&I5<cqq)t4a=_i34b#<N%sD4m3i#f-JyU;!@Po4#D!2
zapSiFrKG~bcIpBzY`x21Dbr_%UAaPR*Yv)qp6?i}SnqzKn3Fh#+bdU(v%+!}Lb?7@
zZ#R@1e$fu)9+G@4Yx&e-emgE|SsQavFKfNI2$r?37j+nShO3o&^e55m8cot7=?}=-
z;2SE<=^tN8Xbsmub4TCkVR5*I`TPXeF#qB;94slJ9W1$q7q90PimHwOn^Ig2yEpiU
zwL&Tc*RWnvknyd!s58E$f)n8uY{<erf-S9IgqV)#jDqYNex^2Xws%U3!Vv#QozHiE
zekbGNH`R;$MeTMR6(qcWX;V#+95z)CT_3rFzG<nlWWZ9X2rQLAUDwb^iUB!fBi|u8
zm;}UeT|;Nd20pPJeAhJ$m14jjXycET9N-fNlWdaY0Gc=swCft)l45|Kuc6hZR>3$g
z?G*r(h(KK{#eqs30~KCjrxXL~4jZ+?odT7JjH*7ci2x*`0|;MG(1^Rf;PZj5FOZVj
z7c9OQ<qOg;krlufRK27o4I*DqohYU+_?c}<&cP+pxZn$FGmK+Qt}h5)vVB2)$%ilS
zU%G}bXnqO4AigRWfiIw+v*{ANqtqvnYSdOqxlXhj#k^70=*9|CbvOi?FmMQcSRM}H
zetv>Oxc|~M90Jv*lIq3M&!q7ey~?N`n4DJe+v53Q%wb{7VH(qtsiHnz4-KbWQ0^uv
zq=-dF1gBWfb9twK;Y?;o3gQg9dXQ_!8P+ofcf7wfXNYuKD9H#eq#$&E=aNVXS4nv?
z+;-NiuDG#JZ)PmNq`k!tQU=~)x$4zEc$2kLGT4^s5Q;Qx<NfTCb{1Re25-0ikW!c%
zr)^-*Wzl8;)1epxmy`?up9Zk!Gyc<P_M4^3Bp1{!XPVG1$U>?$Dl3#_^n`ixlFkZQ
zT+fo5xo-Z~$qM<|oG$OMu$(UAnGhbl@a_8MvKekx*ygg%3foFHc0yXI1NU8XC#1_|
zy@WzROq+!?kvKC<Q}k;;H2j^^tKA+i;%!cXd~Ys~@uiwgWQE8N_lymWw(=zz`5}Gb
z`|DP;bpDgU^VV1?jVOLhxE?zzG)f{X%o-oeOO|9<;+V_&uHC`$!F2EZ%gXa~Fw=TN
z;=_Vp6BMT$lEIfQ>$`U7kvaV3U(_R4o+hxHFRKa@f@$?Wr=sTAxyssk-^&7B=PolR
z1P59xB{`y*cHXyKintC)0y^rtdEa&}1TXXxKfw$AL_c><C!{H^$KbA_wVssKVacv%
zuh)MsOr$2CxUAlv7|c{99@GmC^1lBG6<tKm`wkb>cketGOuv(Rb5il4y@rkG-)CUo
z;WH=2JluC+_^M*e-`DO@I~zPAD&-!1*(yeb!t*1dGwsYTR*IlA*Ic+EzLbD+`Vxs>
z28*K`EAbP$u@Zfm;Ptz4N|#W)`h0h=l&bZTzw+!Ub5hi<7lP$YQ>SmJU1&9s>Tp*k
z1O&y6-~wvpl;9gyd%@ISPTS^h?L2!(4nhm!WS$A!6fYSF1c<TqOn|==5s?<|);ukx
z;5^6Kz%wKVz{Ek!GGB6lOdK28J#$_zrGWgIjl4l}fJ_`9?~oiI6UWh+zG6Gs=p?q_
z7KCYUP1ki&7%8N^aMs^;*aA0<6X&a36~dO-E9&zXgMsuGOp)#^M{0u;=Y%UH;`m|u
zcG}ZcoTT80xw53-=rDsQT2=Rm`DQ7Fli3DW^vP@k$#G9+?~-KPK52JF-=68f9C5rH
z%l|w68^_B8jq_Lo8t1VF#XVj&$T(gOUQtOg!RDST;&k~rsS?^S!EVC@$#L88nk1tQ
zFJI9&X!>25<q6iU!2IjBgepKwj0(^agW{en8)UTPDYGRwS>7QPLrb<@;p;OQ@si=5
zEN_!!pl%MM;_^%uwTrL3WKe&_qT6t+oN!gx4{RfjD7J0zv2sO2fG^KfxT=xjt~y9K
zQ8w%@zeuokDPgQ(NIp>RcSRp4_hX&m(OPgN@MtZr!lQ{$vdLu~N@l+sd^Ler3CG;&
z$I-pR^}*!OOH<-h&kK~Mj$Ro2)9NL4Mr7GvQjn(hx~kLE?t)VwV(KEwQb!9ZouwM(
zxWk?x%{fb*DMjIBre4)q>ZGeWOMO2|V!>7II+sfh{19_^2Wx}mzz-1zNfe>FY3czf
zhRXNY(5EE_(8O`m)T@#Wd}2HJZkn3<kK6y+>zDdRtA2yz0G~K;p*fNRXyQ1~ZkpO!
zib3@jHuOD`18Cv^x}W3#nm7hDa@Da?4A76;(32$x(8K}s%aQ|V;yBRAS_`rO$MYwv
zZ&w5>lKap8>88^0vTw10)tS1UHn933>ed@r>$yI7|L^I^h(?MH9WuQCi2g$cheMK$
zBw_}6PjDS_spu*zMLxStw#dzAcmHGOvwI~U`Rq>Wivstyj{c(qb5>P5_Vxehy{&s9
z_1H$D9GXWlHp}YVSW@Z@uR-$)iD&VDsV;bnIDUe+i2L^%@ekFe!^jqEg9FT92MOq(
zYlHb#6~=MaPDDHzf<mtg&JVR#Q}+hjsv#Gr#H!KjgKt?4g@m2}!GAFU)c0?RZ4V;C
ziaJSgSP^m9iaa@L>nC)M_|nh*7S<3ch4;NQruBqmz&r=oz|Tt#fQci4`A0?6s`s=`
zu=#m5=*O}sK#2ow*GLXPi36L@`B%UBVRR6Cy=(&IXy?rD!HS8vLL8NX$}&3mDgQ6b
zzpOC-BV0Ai|Mb6JHR^|8PI@+zq)Deq_1s&;7bO|V9Dm6(F05c(z~D9B6il$rOG$)A
zR-qWz1hD)SCyH*Dd$G8>l)_?MrI5<q60BfVksKXX9QId@msCU*4d@i}!O+08#>^4%
z1T{7yG9u)~cQ+_+A|swK>cYKZgEH=jzcnA0_OIW}n_ft*Z5w*t8X*;d;zMo4hf0nc
z4^5P0Xg;Bkns%W6&EDKXD(PtbI%&`UXA7tbw7{qWEifo<L}ZW=y9_egQCA@(S|fF%
z#<cbpic#5PDx_OqNRAs58D!utb8)wpZ_><LzK}Y5A=u1YoK)UPe~T1So?mGn`Jx1b
zS)3<|HVa%SF6NPT!%<PJM?;-=p?WoJ(#*6ua{jH7r5VG+(Hz2+V(Q}TMop@x=5p=u
zblF@DJYBX&d3MtU2$?YJxafo31$wyddxAr(R#HuPxZ4HA^>AmbUV;w4=IO4+eo42n
zhDZjyMR$+N-ydvbJs~;p7R1Rs5Nz$aM<sq8>~77L0_=i3(>3Osk^#)=Hs;5Y15Dz$
zn5hcCmGr%o0`NB)_*cmQ@HaN_5y=5CaTwTpk4Mel-Y_@W=oudCE*`b@XsDYy^Gc|;
zI+IP;)4WH56`Yh#io>gUn$7+pcz>#!&z11f;K8M(dezTIg1+=Ftc3Jvw@9tv(K;Os
zj<+guNoQe-@@OU1H^<1CRggk(W<E(_t1XsA6mE&i+8nfhd!(%tVwd1)rP^<yv+7oo
z;d+EVk_?Z~lfJ#3eOX`T2w#@U{~K9eD~c@Gml@FT1O~;;@(eO&YzwN4J=(4G<#_DT
z=1O&-zS8O|$#B*GNRpxcBKkryc4&{%b~ih;k6Gfn%}{nTj4IF!gW@_ggN$a(G@4;M
zv?EeCZcEG|ukF$3!L<O_qZwoX^OvXF{R5BIjB*(EXj!B)c{ER**}n$6Sruah9Q;`Y
zqG%h>&JP9jd!O|TDRyeLV}RzVpg!6eZ0@Z?H?!EM8KwuHCJh-rjV4d##o!Ix%k0xi
zKgtb)PwT?9z^8SYy*t>r0FRda*R?af#HqA{HRe+Af;CKPizIKPq#(%~7NgcSXxuts
zu;7R!4`5}k&`qu>LO|ztMiK6+$uY{49!gVL6a24OZ%KJXSMy`k{BHGIdtZrB&HkY!
zWM!1ZvKTe)%V5CzUUJ~1h?6^}L8_`Zn%=zrRkGPrd6ub42k3}_kdwZqkP$zrdrnG0
zfm1eop~7OU0Z*Kyrj1k8zCOVWtAu0&{!|z~w;f607j>&kDZp1LthEnF4&aG{_23rC
zfr}*$T&&jI{zctxQVh^tZ0J160W@&{{ix&snm7hD^1NwMY-=TYkJ?6lO)`M|f{naL
za)3-62N~-^L52{qE^LSkWjO1C6xY%2gJd{A1pA1UVLMlfm0@>bH9tO-S#K{<%!F<-
z53pP-2FMXdLU%~&?k0363&-etr>7+!3ElC+D(Tz$1zc9RMBUN&W`DwNE&?A;I;ySR
z@@`Mb%Zt?HP+_$;r6HZRL^Afv3f+`WY7XZ>Qz?5ys7-45SgH+9p#nd_DO89>pc8#E
zK(&eUNqPPROg`h|^T`@v%p1d)H)>4bYC6!xSN(0A!_M)qC(KSpU}dkl0PK5Czg5up
zoc&e-5%5+)4&&CNkMLUsOc8GtFfR{>o&=7!3h1x%!wD~rk;kEw#`n$}%QtLsUAgIb
zdcsA{E_}%YcLLwwC){Q`#ZR~mvzU*KaTfk0pTpsh?<L+EdyPL1^9RmBvUm#)o6ns&
zFUO8Wh4P$pASr9c;Rgbl2YDz5lLzrN9veelp>q3oXrn6h^jA?EQ$xM12e?V-ou0Au
zn<t^Bs?w>#aaJEeUOKf*sF}wgsl_*i?pMvqg(jKg{9?@;%-+zkh$>q?^o;eQ08zOr
z)YzIQDV|3{?Y%F?YDYd(aA;c1@wZZyD%@3`udr2CmBxiisX;}0#;MkY^Gc~#-lczk
zPQNQ%t-4HUFeyIngHX?81A-m<60(l;&<yK)fvs|zH)!wuhKjJq{#A0Ot*#Fa9MciW
z$?kDeKQ6=W!?Rv(^@dW_KQD!Dw+a;zy$9qgHgXBc0WxviwIEHh0Z(jrr}eQqYAvWW
zj(2JtvotnF?R&UGB}<Aa&z^=Ay|kf0Ua5l`TQ*c&?R+(q(29g@uhfdG<$s+6VSYB<
z(-Ibz?r9nm91EG>GE`4psuF5rwUaH#y&=@udruLy@P<&Pb+6>m$W&8fKd;uv+qno_
zl*%~XA<5gf2;7ndh2WN!#;R|shJNt2E24eSBa9;TXd_|IR10me49eNZ8`f9#rgSQ*
zVrr0G&ydn=9tl$fg*;%(wzLKGV(3owN_F~8r^jz3J6R|sw4J<NMBB;dl7rDC4(#M>
z$-zJp2Lt&!wfE~_X-;ff$4e>L$u1lDq~rjZI6(eea)3-62N?^P(IPhZ`9;Es&CTku
z79lIPcb{IvN2s&IJ6E!#w6>Jzinx}NmWM-Um<kT9Di@{x$5K|as7lWY1=8oULUKeV
zNey8c_|A?TF6kIde(z>2RN|X-sP9ha_S5Dht5>Usim0R6p#-a*l=tL>Mp-Q+W$pQf
zt%~1D6y3n=&A|uN9cu!Et=>|KTvsb^kD|PJlNK)-2P!qZ*Lp-!@(<Q;<sDH}=Q@uu
zM<fX~`G3bCJ<~(U42oQ*hs0=>8>((aQj!(E$HO4glx*d_mn!2}zDrTgb?hYJLy5=g
z$Glh6P7>(B?Ln$4S>cDg4KjcixWGsfIu_MQ!mXq;#r2+|de`H3iHH6?L=?L}IZMFz
zcU+WGTRS(pRW<#jYf-{L-f<`liA=#5wA`6Dw@Q}Q;D94jm{e5neoSI~1O=6f(G!A#
zO2zc<M^AP#co(Hj5nf!j7BIQLzBx3)YQRMu<HEcS2#TE7C0m6`i0_POFT^mpJ#Ez4
z^ia_1AsLu~ZHnm`I8bsh1Brtf*s>VU?QYi7QiA8TXPgF|AsGN2XM@g{9Dou>fWl$4
zvX)CRAb+NjH%JDMKeLf{NDh#R;~>Lf7+uBV-=di5Fw)eO;hjrcQck;yEE*?gQHgRD
zSGi)iirC_+T}yHmEtn!*MUK>sT*Wh1LUA#W*YFbM%SwzmSpt5dvZTPSGl-(wMSfy~
zb+Z(Ji)c_>@9#E{9QcU4B!zv1r=7|VhU^!sJ1|%HiCF&M@Dqd#KVcxlPef9ZmDM&>
z-ZIEMojpOWu({V)TyKdyCpCih6Kw4#NDj1rO;Vu!%g~<RruOzLu6IP{v(R-LK^348
zMg?d@Bqdql2c-=%8u65Dgzf8gNbTV3wiUO19X+@c+Vyn?8MvFnxa{gYS^Tg44s-@-
z&AYs5#kIdnh!dEwi#Vd#cESD*--cCDO2OZ4nU-9{TOke(&l9H(+(M&|FG3<<cs;`e
z;q|0pJ5|8zQJ-Vaw;#6;Uatk$2d~#6u3)eCfST4NG@t<2*YuvyFsrB37p||Hph(xZ
zzH8`B>k+|J*?%?2r4}LReOfZugLsCk>{~)NSu-Sq9SAX~588N##A$c;z7#+hv%tn&
zE;+zlpfNW{1~3;$OxxQXkWv8N6Q?rk+!BnJ4B*ml1+%VKB?GwhbHk*oX9)k%*D8(f
z;o%<~C*0k!-n8cfcPHhvyX#B?bWL}6Lp+Tm++FQ>wYm?vyTPoCbXE6A?UL>ft+4!D
z$XU0p;qFq@r+q`EtZXR?KX-?uz@Bd>if$0%A$*m@{Zb0<qG!Bzc0DBr?&2{?K|u6y
zybg#)F-Q1_+Wf!a=m-@)!a#+Oh@>Q|_E+g=WehUnmhMy;1w`~+`_1m6gaTh6u~@1E
z^%vRdFOnRn|Fxt*{q^yB^LKK*c6A$A;=0WsbTq?2M>8TRwyQJ9XvRX>jPcf0sTI83
zrFh%R(Stkuu9q{&fc#TKdb`FeM0B0wb@+8VY0KNbx2OXhLftICCGcPo*+j7|B0n_5
zx=jkW&aF9pfd%a%d$QHEPPEe860iN5VRG<m(t;ge_%-Ta?E6mU7QwF#=BnV=2CD;|
zDa$v4IiSfL5@?i~^F~qWQCt=%kB3nnk3{JctM?n4J`{S<+;2eAm-cXIiZx5N7kdq_
zNDA*YcxI{G`$G1+ZPNtTb)9Y1)R~=%6rWYtzBjJUZc8n%?thdV&c~vF-fu7<xbGKR
zdL#L?KQPeRAm!oGzO?j4@)}ETB=3)s*llSKeM)lR^>)+u#?ht&et`Ol<ihps=7zPQ
zZ-A#i+VvHro4b3k#Ikn}q?q=6lc)`j=hM3fB<v)D3G~GOI=ct_Z0;T`W?|_GCo{qE
zd)cpr23z$Q#i7u~K}FTGN}#s4L4xWzCUk?<NU~{_vv&_d31au)wgkO<P?Kfho0eE=
z?AXxP-g*go_n<R#q#m^;Y_nT$F0I<W9-3+OkmQ2gGHpFov!V;*yW0oJ!ZgQPqz?>N
zYhNEXO3oV}`q9M79^9ybI`ywVz3^lzX?$(_R0+<jeaa+3!6c&EW_=i_;C&`RWmc@8
zZJ|4m##48!nH(yo22Y<;q^M5f6V#;%p(^#>A`o-PT%GM(<P$|b3Tb`&Tj*P77fNzO
zYwcU)??{nmB^nI2R!Iu{)C!`|Tp5_47N2jHre1zGRK>fAM(y2DQ|m`5?a8eFklH&f
zR7SVU8D`GOtu0cJbxC$xVc*>TAwfIN6$z@>d!fc+Xl#McCC1tc^_y9S`s}w-WLG#{
zuEyOItQ?bfAVH0*Qom;E0fvDGD_Vk{;0KGAh>Y)QQ*(LC^ys9}qXn42rYV8+!WF5!
z_~Q0T4Cl-f7(kk!gteJ6l`No4iGnTQ25-#-_4{NR_W+f>*0|f(*2@WaJ?{PJSE8+k
zk{mJa_BXeOqzJ~nt)yVwTN5R6+<TPJ<K9O~UvJ!dO2LS6x4(<MTM0extxH6XyDiXC
zVqn}2^)c?UE5bd^KMC#4FQJD$pHVREik~p-s-R)V`X{|0@Mx*PLCKq8n76_(Z$-g4
z3*eqvq1omF7~XJSHJftkRgB@73>Lw!B?TMqtEkWU<aD{<P>?b|^p@JVi*}l>z8Gp~
z?GjAA*cswHkUL3BJ~hQ+cUH<{u{&7;iyeJse(p$$SBjUEn(-EVY)QS=m604?>zLzi
zlvkB(UhJ5SO^stz17GhbNHce-+f%|`>ZF)n>OQ3wm`fcA+e_WuTrL0WEOq>B&Yztu
zESH$2OmKQ1OI;VKe0Ztz^j7zc301Z3mt1$H>seB)bc0J`rHh9?aDjW&n6aS@_3xFI
z0rk-xq5IU9MWI-g(WY~;VtNCuOG&*1j%9eMUq@M=y97QX$yfsUmR$sPDUBTsfrW6k
zgy3meaaOo;dm)r1>Fj=VW>+=!t<b}kq$_thTuSAQ<#3s-0^aabLBX7&I<XvnL<Yjk
zA^Hr<;hqwz-G`yFYV<pyc<<dM)${L!D%aaY<;@W#0K3QRmGEOxg;)uHlw^2Bx1_xi
zZjmDJh({y^9`QG#&_tS5Qmlj*Y4CU@ydtH;9#NXX?CGHt>yi|MKXf&*m$?fiwLko=
zr1pnV0tX}p{Gp*d{Gsd!r?2gGFfLI$#JEK2JUGNGeu6{HN{n0wJ5pnL9eiw2fn$$#
zumzPD>);&>=S(Y%{B42~)&}cf)5L;@z6y`}h!1Jhdr;YHjk>)KHW%<>9qc2?5u<Le
zgFU4PM*R^<!KjZQO5~_Nlc-01l9ayos85t)5u<J|a!)7fQ6G^QIqJ4RzQn+&8_M&j
zmy#W!l~!wKgsOU9vWNU7#=wxT;U^6Fnu3NLYoK(GK%*4|Yv9H(%%(8RrYIO%1E(e5
zk`XhGPCgToLRHnBpM{2|Al0;u1E3>_z4%gA(-?YKn%g6$vBx`tj+pn}wpGpRA78T0
z&s@cJ`Us!#Gew;7GcOOv-{WFcuVtZHsBvqR)PQ<7CDek?3~y0wmxoG>k!R#&RK4@2
z@F4~cWS`@cF&wyM@y0jy(>wE?5Vo2oaZZHP>lqFn5!aXD#RCD}r~HJ~>LZ?+pYlgj
zR*KF3p}hPug$g|}GjDhqHQCpAcroq(s(PsYw!k4R@{?v{WffIpJGCjUR;>u#X~ic|
zQS?x3l6%0PP)v|xRMVFEw^6x7HLGQQebuvahTlpT0&cmK@`8*GFP9Xf&eY8q<Qb}p
zt_n>lR-XkL5^-Of{9BTVYr9n2G1f|A!%S0&t3$O42Aj4nrh*z%HRJXaLr0!8T-W?A
z{(u_$#lRe^olwQqFs+RsI~v+LP{gn@)Hh)$eKA|!du<98>OQkZ+Zox}HPo7s_0yMj
zSQ{D{HztpZ59E)*{4tb2hVjP;{&<)_9_5db{P8${jOLHA{P84zjOULD{P8S*JjWlC
z_+v7EOy!U1{4tY1X7k63{P7ZhyqwgDK40a>dHnG@f4s>bZ}Z0j{#eK#@AJn8{P7Wg
ze9Rw9_~SGF_?$nM^T!wbu_}5r67_oCU5-XU9Y<gL9aCPFY?^diT0x@`?$-lVGx}RU
za%EAbmb^uf?Ez8qH_`dMWa!C#k~D4d#em#`hknn#d&{fTEupa~vC)wBv?mj>r+v93
zJ?*#D%t#z_g$rEbk30C|cK+DNAK&rEdHy&{9}ndX#`LO@#|0)rcp?NRLTKVcd0!Ue
z`By`Op-%u-o*@8+Ze*}Lw2zupC{NwLEL0<gTL(u{vO|7g#+qY^>S7Q7jWq8{s=V!?
z5(%<D=nl+)v~e-iP&K*7ur{hy?Yk?hWjjJi>e-({k6Brz2o+sjvy^N533UWHMy)AL
zKhN9qgSI&;@mwf<>5d(t!X8VC=(V`jFQHW?8QW@YehqzQ^%j8o3QwM-AfxDA3K@mf
zLvWUQc7@VC))+z3d4v>#F^n#y^N3};LvyWJQXYB4v{E`vctdiKCJ+brBo<2!G6dov
zLwKQ-I{Q%lRMll)sJZo>6a)0vHuNu&18CwP18FzBbrtJ($p${L9emu|eEC4ArS-2A
z1ODGOenPSsE8r6c_{R^1s#p~y8~DU_@Nsdo<gKlWs1t`m?JU2PMI~9ux__EW4k{rI
zE{9G!63VdJOExMYwo?fj(cpKw)YD&z0l%+}|A^!OpExf5(~=E*VmtUq(+V1RO4Htt
z8CQxf)|MMy$*><}X!N>4(uZ^ew`D+|%Iu;mtET@86>CKW>@4jQu9g3FvNV1+qr1^8
zEVH0{nc&PE>~3ut*ZMB&bJ+l-YWu4;YT{i-t*F+hiuI*rySdsL>I1rVsVa?nD9O7i
zS?@|}t@!s~$CXk|t2fG08&8BbdOuIrdD(u3k{W#~u{keWYMlzDd8{LnezroxifZ0h
zy^E=?r$aTZ(~`Hi)y=J9NLszxyl*|TSlKi5YYZ_dqRDhFk*=~X-C6sFoSBn~-an+z
z;9i6J&dmFg)<nDKJS>j87)O%Tu`@Jx3{9HF+;qEo;%sP>WhlOQd;QXC;JMIQZ>1E~
zY*YP4o-dW>?@;~p42DB{?Vo=tuvns+cP?b9kGi#rRj-|=*Yoa~QZzx0J|BA2n{zEZ
zJESo1kk`I?AvE2(Rkj-4x21l&VruCH@}a~34ArsPNCEUA6;Zk0#ikcfw&_Kh<2@ov
zcyCQn`!9z4W&!G<7NXg4x-$(m(OYx=3a#}%e67}5*DBWMa;Sq^*zL{)MNd7w&t40_
zj`WRs(LDqH4t;FBB-?^?#vLd-+c!!k{aSyd^?@vebml#xP-I4490!q`uF~T4t(3w^
z-d8F5Ao458!Aag;Nx@0pt`vO`xt}@W1kadOxS2($`5haEtcy_?|Hs&M2Ub-qeeVs@
zvVnwzngSv8now^|p?3%!X$eIzN-rvi6uT$_0xOCXv7jL3sSm6m_J-i|*`5Uy3zjFS
z-&3)DGrv9ep4od7&_Cp6W_H@{&hE~cJ%=#am3`w>)!Jg@gZqWG&2z#Z)68?i>P&Gy
zDR@q3>5k`wv5-_f$?I#QEHEDG9VU~w{_7yUs-Nq>MkV;Bs{*MTycDc$ycCp}l<t9v
zYPf{Jj^Y?QMxNIW;tp?J7RQS)YhEoHuire`wVIdq6A-W{M!?d)BLI%F)Q6*DA*uS~
zD!wdbfoX;|)9tGIny773!4t0+^-r__XM8z!OSqVVkLBX6)qFG5i?ShHeAsdEVTpl@
z|05yrz<V(s_=qXaIaG){T>N7kFT!9zR;m*_AU$>L0a=+T&L;(awrqf(V<D-!O$}c|
zWr0sj%5SEZ)bKS@Eu=0S|6&N)(N<G9`e2Nszp3flq6SJ<aCF}~W-RxW7|i%d5&}n0
zjB&vfrZ}eyh&vp;D2^9l;OLbSlhQE1f2^Nx{X0V7XUhcmITn(t?@RObQWhA_>Q%=c
zm5<i;%~FS@YH-#wb?8me`5B240bji<A@J4PF}`~Lyk-z{`0D#OUW8#^=~Z4|^~k)}
zC%wK7C>o1INN?Tq^#<{Qqn?ox;HX$gsy;ff$%VRm178DW;oz+&U2mcG;i)u}#M+r=
z%DZ+@_~hqw*1Cjr;@k}1EjAdb<m9{PGl4@geaQ)9>pE9w#<Mk%?H^|oGsXxA)-rb;
zY^awPcv8K?>zb@0Rv;vlX=67b%h%NVNUFXr%h#m+T;gHxI|UQ7j*k>#OjfZ<Lti^}
zxdg{7!`Y_gd`W_=;z|j@GJGRJXc=xup8Bb%(0f;1?Wy7~Qd=b<B@}N}ajU4hThbt#
z=<1$hG}u_zbi|EyO*S!(;5x|zePk(({GW6{MA@-9z9!z?bxj6&H#0#x@ooNvbmH4&
z2;Yuw#k+RwNgqo!r`DNGd^g%%?rGLDpts&1YEbDLYOhPbyevz7Cl%xFPCX?c5jEO=
zT9n~ESza&C=;CXjFKgzj#$A1RGhgHO-g*^xbyK6_7ea*T>WOdm>!7Mo%jnRH>FVaD
zWhF_1u1=Q_bag#~n66&lvS-lSx*q3_Tj;%|_0v?Yq(%by_?G&q<#c*mNf^`VEsZWM
z>zPikS1-2H9fI1D2RhwSADu2;5mCFaHFbJ^J=5v=%mkf2g@2*br_`&c(}%Swr_=qq
zQCnZScX2%(ZcEGB5~&uR7hEYIjuHuUv`9(!&aYR_%toI#+OV;bshpsWAJ>jLel2mS
zXpXlwE?X!BnU4Rkoo|xT5**X<ZB5H{k^~*UQ$o=3I|ve;;~DysLSHNIlTPn{lS}LT
zA=w1IzcP=uS@Bc;X-OE<`|XWFk2}4;Bd+%yg8L*7^uA>S_kNo6N7V5reodi@52yQ&
zFc)<HPy7qr|5JtCe^aM&yMJ^4()5JH`jj#|Jh7ols!xn$gios`AW=02{+^Ofw@4dh
z`8pU6MFKl@e-6*~wOy#w8&lJYIz7*Ls<Pm2I=xm`-vHHIf@3<pqiNYhl5nT%kLsC~
z82#-dbZme3uWx2M`g@3Mf3E%>C<$ZwyR*@yZ+$b{ef48!yF<`f@<4xE>Z8A<E255`
zGiYRvXM$dq<7-`K0y9B(U(3JH-PhKyXtqBX@?9Sj;->``s7+E6#Pp2<67gC4d|!rV
zT{-=GbH1-J_wVj}Ung-&?`r(8L9pW9%+>7+e52H35**W;e$(<Fk_1!u6$wF?zDSVR
zE`48i>Bq9kxw`Z}k}#%AgGQluoi2Sbu1g()=OhnwsbvGYRQe;@rE9JpoI{^CMwfoe
zOwgsZ8brFZR)cc7bVd)~SXGZ{B9oK$zJ-}}7~-t#E-vDxyq>=ARNL4_s&%wc^9C9z
zvz5JkO*|@SQF2|FyHzPLQm6qH($-F>MY*0o8&1zDEK8#FL1|ekClN#zES=uLimoCs
zvR6)fx%nhiTAE(n$M?NGOjo~~@7K@w^-WMyr9wPbRjGswI$N~YJC3~dI=w14*E2ku
z)0{b8+FmXh=4+(e)$v#LE^45^>+fscehD?SL(x2DB{PW=ByZ1yh1=8$3Ca5=yvTb?
z1AVBjzqwi^F{GJOXL)l2k<q-PfyrntVp>$6kY-1}4UhG%XrRyR@DET+B^P?I=X{V|
zDuS+@*MOh(w$!sn`I^^xoEu@tJi)&Z1)eBx$fS%4Pt~jc99Bg?GQ_vCd>_}-H8cFZ
z)W4)6?C7L71%w_Oj_o{AADUIrMlZXrZ$s~^75Kb`_ba$NQxDGaS8x9f@vwb<g1Jhc
zzb?dR@_9SG_n`qZ)oBUd_F8B`!r2DS5#)D?ay|cx^nB%Xcs}VXrgc0|50A!`jqsj!
zT>qV9<GNnz1J|FBu5X?maeWK^1=qJoFK4#G^}k<qX`;S(wC`Hm^;C2g(79uLC8~&-
zM5Z&m9u^RK27GKl-`i^*Zm7qr{^XdptJ~@13BD?NLZ6;h^y;Sm8EUkkH+OD_r<*eA
zA>@L!!69mP9K~fW1s*L}GI`PtPUm|bJM|yqeNFU-a~IZDlEhSh`N(Q(*44pt1>Akz
zz#>sLyE$EdH^G;mIhY}`+XGT7JVr>aJ#L4(UxHCgHTr`AJu7fQlG-lGan<8V3Bj6i
zfFQ=E<#z->RPRUvWDnj-H>sAlEX=(HlhxM}g7m?c<T`%E&$o;bDVELrcVvbmxk_Ad
zsJFP{P#+6P)m!fh`jiF6dHzij#%a&jiPdM_9#V}nNJwO~K=rH)qk5LaARX65LRfWA
zN9`Hp>!62h&QRXJ(oOc($5iJugCxKVO9IS@g^(HB2X|8zn9ZPf<d9(crd#E-6gCB^
ziC5CicIg0_#y8I%BO-pk*kY+Ry6*~tnC`>-c%Hsv;4HOTQk^+e*iYReA*5caUUr$U
zzy?E^n~XBa?=?^HUO~1w!b^Sr$!fo30^yHFg+KdwV3B%V5_krLda)zV`2F2fT>pDs
zHiAxH(ja96`~7s=3AH>zAipli8ooI1$!QU>8`nli5U#`h#RCno|1VYs0qC!casm+Y
zI<u0fLZQiA-_3Ra!t?1L=K5BsdYNKKApoTbNP;d|;(JdYYBhYhYA@jC{%>o&b)0X2
zw|OQ%C7!5y#}Rao608|tG)zs5BN!Vc;7FBxxgbcmV0}}%$8u>)J!DQ=8@fmrk;M_K
zmZc;Qk7l}fyzgOMX_2p`30RWCJPf7!y$QaBB1+xO;t-|o%hbOv^7YGX#t<2$QiMk4
zY;xOT-&N{i3C5$bgLTJO+pw{qR6Qn9cqm51ny&uWw_D*UVBy@Wy6EFq`crOCKAa_D
zeAc0DHS}rv_<?#zvO|D-TS72Mj}e4jkV!B041cV?mjs9s-(;F7@r}eRU*?;vDrJf8
zN0jjBqA9)^8I>6!0>gdW)QWG!6oJ8Fiog&HN!5i313N1VjQI9dripK#XX3HWhF?RQ
zR7h$B?R{BBd!NK0#uZBlv>(LUhZD-`XPNjm?7U_WcbH*uhZz>c^Lt>LvLPJWI<q_{
zw2>9r#s0_DjZ!OEaIIs(wHAgKn7bte7ToDtP&zH#F8#a)5OWw{F^2&br1-jUnm+x{
zfdiBUMoe68TXE)Q-#zMWsTr&|>R549V$cs?NeHZ<Zw6ca@b!7kAnq{3;tn$`NcM66
zKxIK-!5g*(SYke<xWq4fJ4OSQqx_Lfv&6J*D8@V{P%DC%34|qP_HE&Ds+*+35|b|>
zq*<!YUE^!1Z1C|=e@{arw^hTaT&yma$o7zXaa8WJRfCJv)sg_K3k~Bl4GX#{YxbQe
z?vX|^Jf5N=@8yoHi-jy+Sgf#tg+)fPh_zT)NCp;``rJiWSoX0VSXlOvnDVp7gL-sJ
z(obxN-PxXar+YwOt7&KZsx$@*%Zma+73{^A(|5h&Ltoo1zM49BqpwUI7xZRl`(Z<~
zvwa``2Jq<@i!1lydkxLrb@*Mrre-OSBxdjWEZJ4j-nDWgvL35KjYfQMtgFXu^0mx-
zkF}9Y!*f!-6N9=vs_Jmd$o6d8;BLKCmV{t2AR4n6Sj1Qimi=Q$ub7Q4Iit2pl}xY%
zge3$cDL@coJ4W!<UkazFp^^$Scu*q~Ne4*`X7I%lf*CwnA6r3@t&vU(WlU$RSPW|L
z-*PeV4AT3q^Q9|`F(z*;Bz41fUn`pq6SzN%bKXV}Xk;c%*G6W-Zk5Wx+`9>4%q^Pb
zzfC<R2{2dpNeJfZ)-DCjl?8^}-9ql&u3Svm4<!@GeLpG}6ZVWGz=U1g$V}LH4}E6@
z6@GGIb<fvA==(w_&s?jwF>~cWi<pg>OTsX77qc3exlOX^7iMmg>~dx<*va}Wu%prw
zu%qXdB|Cl1>io!w9I(ravdfEO*S40aIPFi>XUiv+<mls1U0PLl*yUT5hG$LAJb;9J
zqCrhL{cws)^Qq?X<DTy(lqIC;ygk0O`~b`9%Ksb4=W@y}QQ{y{Ov=ccfVj~uAO$h1
zG5gm-p}Cj--Mh#4!%|tINo*#Sjp3(XD4^q970IOk4d;hUcy@V`f8nv#e9occX-6f_
z$|3K)j(;IR$~u)bXYI!E|B#4!m46{q;^U1uj>*kx@@5Ge&}TVFaQunZo%bhG#;;=)
zbV^F^b_v8!-?pRo$OQ759&(R2Tkjc>+FJkFs$;Yey}CaAJ-r-d>j7Vi9`g_16>1K<
z2@bwATNJO(6yOBCd+v-8diEv$#`||Z;;Z3N5^J6SwtUR@fepsFp!Yw0kE!i~m#JIb
zDIus^-JWf3!fg>4s{aZX_tmGb^sm%M4^RooA%Qd%tQI*><AXG~_$J(Ki~XzBJCYt1
zly7C53eA%eg9=K*pbT`@lT>N(gG8f(lF+E2Jd&+b&iY5F#KyvHU|prLVO?Khz?v|`
z+OL{R47d^|!j)cUT1W4E#@AaFN;0qxIjjds3|JF}>TYZ6J<I)#)i{X;e?nXQA6((@
zt`<l#@Sg+zT`Zfxo)G)GgzM@2!{n4TvK`nHI>MfuQb(V@)?c6=l4M|izoY&Ei2;AY
zz%wsO3|JE;!WwC%@;Vw93kR&8(Tayiw%$6`UoE-pFm;{#a{OcF<EFB;S+(z^al)(i
z-W&Zx`f(exO#j4+@Sl+)R{m`#9S<_GT)a0iATop8BGzA}O>PluLXIh7y)Z|#aubi9
z9Fy{`oRW~@t(jv|zR(J5<l$^n#M<y5GkQiRMs+=SRKLpJUmKg6)@<f175tyn1Vx99
zUh_SnT1X9$9y?uaR4i9zHRejm{q5fHrFgtub4+3BF;iIDB`VapV`#N2?L&pMUmo$@
z;Zc31R2+AoT<agFiY1tLH{QNEdi*h8VL1(6I_8_JCYRS>&0F-aFJ3~Ge^I&Qg7O-?
z|1T>3vl^gY)U~Fvc~D_lLtePYduv7ZI~Uii7I6A+|MuOlwn!~t{^_c{s_IP}`~mfV
z#K8w!a&+=Nh1qs16pd|p`=Unb@$wqvzUP}`H;6H*MmZ*-p!8kI4ttch31WgO3QC85
z;JZQnAgQnw{4cqpOE4o*B2Y0^rHL5hyc6_RYGP8J)fgjofz}9LvoMfG^8kfXjpA64
zG!&KP#bMetG1Yq+P0WG4<KGa1bK-xc=GbalkP{#K1}Y0u>I?QK4NLn3yU{-=BmMak
z-xM`n>IC0RX=1j?QzQo4<RuaU=PZiRf9bjOe|BW|G*1)br1f#ENGzOme;j6ejF26F
zLkOH?SpX-+LYxXm3yi_~+DR$}c~z>yqg&a8T;XUzcu(yuZDM)Z|AlXw`d)H^m%nkm
z{Eft52v%wuI|MyV?NL&hDJmL@$i5SIjKz#NUW9?0+s0v9#Yk!Yccj42mJRT8EF@Jw
z`86GoEU+6Cilr{_vrWi;wjl8HSGJ$C)=iwH7D`U=^W3IpG|!b7jOLXVgiAbQ9B?ZW
zoYT$39B$q&Sz%%j25x>d4zn*t%0K^(6u8+kVcXR1EfOX3GpBt%Ws&4f$nU4#lQi(H
zMRS6EYeC@KSxqBjxU_4Jz1~&*b@7i>A@ql22KWBzxc66yfqPS$#SCLl4PE@JFAv3`
zk$9KNMCWud31AoNcArpb3+?yeT>`?pfjAjm<7I^Yjtn^1G6Lf`7LuxO`<Zh678nlu
zU({hpzI~o!l3;J=n6vyb3b|Z*YAvxTrvg)TrL(>rHW;Un(`S9z-u2CN^1l40N=q|2
znUr?BfMC6&<zF9fI6K|Dsu@bsYGZjqO%k?>{9N)D+CcX7H_)rk`l?ooZXWfj!0Jr>
z(x*kW+V3K+_Ri7WRb-eYc(o90o(NR>gC3GDTi88G)2}?WPZFTg#pRJ@c<h!WsC0Qj
zLa>Y<CI~I#UC4i2koxatrXckLNl5iAw<>EH#>;))l{BnDEmwm^MuUIxC~?v)hnty-
zr8uI4k`H>%Qk=61Y0@3hewf&Fc8>R}W~M;#E9Qc9LXGD13)zVp%}sXVQr?E6cIAI`
zYT@@9%=G%V*`s0Gk#2rHJi(t)sVTMBNAp+LOKo8qHD`vAT|5tqj2r=psN-y`=|ID^
z$XU%z#iAS@dPXIG+XRA`q3}c{e~tDb;#AR4Xl%qc62i<-Xm%lOi;E;UW&kuXE%PM_
z2EYgj!2lRa5HSFzlFPUvxl9tq4}cS?-O>^zNlgDYGYU|4?@P+=;VJ0Q=CS?n5Dk`m
z(Epa+=zr;hh{N?qpC@EjYEgDYb29?2U_KZDoB0<;z~%}^z?0R>837}_k2Ti^6aCq0
zzf_9*JoOO)iMZ@^jh-3a-4%3oj{ZpbtGoSOC5ig`b>dP{e>=l%uMlMV`=aZ+Pf*7s
zIHtc_8FwF%B<SzYB?SHbDM3Vk|DV&}XC+~Le`CV`ENNmoyp7S|N73P*#&x(u^oity
z4!0CXhf60!JA6w|db3m27N)zawup3hJN||4Zr7rm36JofnCjn=Bv*w5ed42`e*JyA
zzmfj1FWn01&0ORxSKTE9C1Cl)-$@PhQAh^h+mVrgzqHrt$|wd)7}vs?<Rk0&Yqg(9
zjO<Py!K~#$yim&Gk}$pK|I9*+YOtB~?gOp{n=Q%Q)WBseL~3AB3zHfk9h~$zr3O$9
zHl>BB1}l|Z+>#`z1AIQBg{TI*iyL8jZQ@_>_oj0FP1Rr<()|xs;O>jnV^TcNt)zVd
z5?2GZ>%2~{s<#aDRZe&{;`H8G<n%X)r|tCTSc-J|ZXs6GguNxfs0sU!IPbe{aJKqb
zqFn!fApQT9@qZGj6ZOAS6ZV$V0dGn+ZU;zx&;ifM4ye{L(gD@^7doJN%kl<1m*aiZ
z*nhvh!ePJjQjY&pmBa1jP)}+oAf)S8BO|%h7XIp@3M?SV%(JpCEzPsC4lPX;*w8qN
zK`zDe?4qHy1OaT!YiVBgYh~-I>jN$PZ9GnnPHJazbPdSv$V9B?PQ<b+m^+@TEo<q_
zzzYxcYMGhGaM|@4LJduC{`KjjMHgM8Zj@jozN$YzGLrame37KClT>(AcDIBe&fZB7
zinC-L%E1mu0_^A?ZD|fnk6IXhTK~F)U?2WUOTBMk_ZjJo5W9G?F*?FD&ZEQ>J8X+7
zcG$5Hry9%xV~4$u`irZ<cDFRyi__`jR;Ws?NK$0PK>Z6^8TBua7#v9INeI-h-O8M+
zPqZ}Imj+BxfgS5TzBErOV}->VR>VS5_4rET`zQ+xEB<h;z(HYWOLI`TlN`iP=`{@?
zE(9Adl|{#0L=e+)<|%y_|1>pMQsK$pObIFeEYwd~5a@7eE6DU*q|YS#LwZOctuo8S
zL%)r(J>+hP%0&&>Zb^WLe&jvWfW`OvL#^<bUJtM5r+0`@$(d(Ej7WauXN_7sqmz>$
zV)VAJyEpZ;H17^R!Q%@d{{(A;h;u?0H}K~xYfJs?q5P@(;n77Y`c%ljwVbH)M%cen
zos|}G*jN7(ko`yV{WCl&rL`DnctnuY+C-RYtxf$`%Q%XrE(Hp}isC53E(K~;$HY;L
za4GOmL8=DVRBc^enA*_O-yssEWD^sm&QQOU7p0c6ctoiiT02qdWNFXNnN=AsqtuVW
zL1rsBv2@C8b(>TlQR<sHO*?a$!(ICOeyfx9-mz4-dpfVAvbsf*B2?WgAsBhv2tp&C
zEJR_~K}mqQ{$y)2*PoOa6n4EWA(-pO$dO#R`VM2n94AX-Vij>ktg^Ubmd8Sz$}S6x
z8Fqk#ajbf*wOiSx+K?bCR8?(b)UPTr2vyk<0`;@nm{4`9wFy-@OmR*#h&#-%xWfz!
zg32x%!b!{v+e9ruRo7^#5u88V(SEpv;dNq$gh2bU80}}BS9{_P?Je%m-h#MgT^1Of
zQ0$t3lCFEDS}<X&W5QO6K?fX=5SZ{-j0sPi*977Y6D;m9!GfTq%Ys1ryIt+EQ2c|!
z43~3lqtVF=#pc##q4+~;ifMC}AZFUQ<y^Jeiou74qK1T!R!%vW1%@JtZH?fwWDW`T
zY}O?{{}e?T19vz>ZWn?Wxu^~qBnhxk(AY&eSNxRg*Vfc?^>$=+X&W^X-_5Y11(paI
zfg)m2#z8_*6>^H_HP(pbtO(YK<s^pdxvWJ3d6!p9{N-ig{#i=9(mSOgI2LRW5Q>u}
zEl|pJm!3J<f0f!RkY+EstF2in9>l+<Zp&i9ZrjneoH*V!62m3AiQ#L=mhxiwJ1ibC
z{NuJx4FB@CUad2CFkHs)+ohf;;QB&BP{8$H3E|{%0@0WPE{hliT<=ZypHiR67KrOf
z?MQGW?qQ%*Cy24wt=4KRsd#dFs4j1)KSO0n1m<QJ3Bla#*v`auA7eyNBoElJotW+&
z=1;eoVoF+Kcsig^%YtGyq_;D(p?W(rLaVeh({Q#_3Rcb_h_MnyTGvSe%)sRmf*FV+
zEei~pS35FixH7R<+a(!5=7Uk0n1atr0!%@=MT03A=Na$QWC)j3KH&&^Pzd8)n$@wG
zf^q;wOvMx=A((>wSv;oTPy7p0@Fx-zHwD2?)+B%()y04vJu5(ARt7&Q13ORq2s=;v
zSavhBO(yl_h5k>=sqXnNm0fz*SJD$lO|7k$KAe)K8ZfiS_{2-E8%qdEeHyekr9O28
zhH5xh`9IZL{xLLFZ(8IZt-1=NDfO|)c`$S#b)%&|10_ASlzrQqdYrKmgQ^q4xTQXq
zNHj`M2#wN{p6yMk&k9Ka)>k{MS4#|769xq>n<WNZ2@~P!mip|MWMKV>!}<k@0c*mz
zr9S_XXz(Yr#UG_U-%2v@|H|QiR${=PFmA0+)m+h!;7{lXf49~rTatl)X0Gvidx-&m
z!oW3Qi2-ZEL|9{6US3a^TkGQ|BjRd(WNQ=MQ)r+#(S1liZev3FrK|}58L9Q*-*z&o
z3lqyYpUQy9_(rYIl{fj<tJ%^f)cW{t_OI|R%GFQZ?C+|sl4v)fbVaU6=v`0W(4ubx
zD`<sUAAkG(->>wK@_1+Gn!=ttn2pqChUDuO_H2=0oE!=+H-$YLb>Xf4%F1ddYI=6(
zS~WcnN98#+Jytv1^u1<{pUMFbNr7%n&&v|b3!e8-uAX(f|1P@$%2QlfPQ{HS3l%rV
zE7Hz+xwh59t+@F?Y7tX$b5`P@;Saf{;>K#_K3rFMqW>ceP;p~5h%w1|dz_`<2Y2|d
zOlXmppjW=vdxB~u`Eu4h)pdyT>bPckyjXV4YQm&=&L#OF$Wt3S-8C%HhwkxL(eK>p
ze<;bK(VitE{CfX(e-nNBi}AhGP$?Cgu|Wb7m!s{Q7oA6a5@_b=V|V*ICrl$74k>yP
zdVCQHZMB)QvSq}@o=7FkR}S6&LXgPH&XQncWv?Xm$jUC3D0dQFo+l>Jb$RBdF6rd#
zRcKC|o4T{eeSAs!GRelx%1V9U%aS~i7QdexVYPgKe_`=`fV^QZzB6b(b5@qTzpnzv
zm#ITiK79U^fW-NHe>pyHt8+7kR!#V~<@ogb$?@+IE8Fo$n7MTP<3gHn{6`WD$A1}d
z{3(fY9sjv>{Ev>~NvBxHf8;p+1Ifm9ywnGdKO!BU)*<5f+WZTSuic>{$Cq3?B2ho}
zkbk=!;gA#GzSBQTwPPlc@D1m;5)c~4ITMi+U!zYw;;(5gMfVgG=B{FqE?w!*(?jN^
zrF+92OiFxw9Mu?`3M-o>jrTC24&@wFs_RXA{kf6Tifm)nv!>(#_q2iq4L7B)VI6Q<
zS=m9($%Fg+Ei*%mlmnr;)Ywgq-!8#eJX$~65oxDw?3CJSwIslyWQT-c>wF(UjCIJ1
zKPL&0EI8P~WNQvu7|wURD<OO!@x0BBq&u&_X9hFgXRJ7skfG7>W|HH?8HoamGfpM3
z5GOfqf%%BwdCK%0?ifGbK_tj)b|h($;R8DoI~qF@B?bqp90|d}s!>Oib^5l0$vQP<
zii&J0zLhfM9gQg#bC?nfaWdo<7^j`89Zlwm%;3a_=by$jJgdKtJjKb6duTXumVCO@
z7~MFPAf_ALEcp^ig`?M%5`rwb1%Vz5$&@v|Zfubw5{IsPWmAaU78QvE`QwrRhc5CS
z66Enc{}^3Lr$d*nztu^Qd$$R3eC)D@F3w4E5=3mpIf=yZv8(pCJirk7zhzYrfWFl!
z_gL9+3j9cXjNTEfrQd&^vLABU)rdbYyg-+WF6<-*5XT?o5s>|_zv!RiQ5gbcavt?M
znVd&jCzBoT6i1QkQXo4%AdaGsOM&e8lsJkKmjb~`ss`Vrb}BDeZFs}qg<@6dotM>4
zlsu{5v%J4kpOhD>Ze~h^s<oYDsQRE|sB>m2BW0-iQ;q`cx*s~?r?=)xaR^m=-t?bQ
zT7nUv_DBeZ*)D?6$R>-B4S!V<U}C@6$xQ4QB?j5>Pb35r`$KXZXTwi0MoefjEhab-
zR|F@ED`s>o#L0$RV9ccFNEm0s4|Q_0;dMKcAS*7Vb~fs#N(|ys8wr8>EjydI^iwAj
zm)bGKIn5yMFvH>wGb{+Q;WmV`;mMt&79blwS!x95Pjs}OXkmDDxI#jp{el?n7oAso
z;tuUC?$F+XxY=+Ej7}Kmnt*Kh9;p^g*y)(CQ)18o&q)YOI22>T3+FX~xWfdCJ4~=3
z$c9@GXureN9@+4xDXefdd>4&Qj?NEuG7Cc0E@D_=+FVEwGi}U*z?YjdB^4Hg`VvA~
zIoWUv3`Od6F@i7b5*3VPp@(Du!9`KQ$i<D31Xvbm@FEvy&AIGup)~rAH&Ss!9a%*}
z7Ox3bw7{AmqfNwItO+CoskonbUSmzTh4sLia0`ivI}L!HOc{V3<*o3kosHZWZ0?M*
zxigLprQrBeJC$#t^2S^G=sDLGW$Ry0`M0DY@9s=`@LifsCnf&c4*hU$MlPjWb<wZw
zY-cH3>3`9$?Jz`qZHIAXxY|dxPWajm2{j+d*z%qK#ijDrADuHMmEFlDm$+NCiVHJQ
zN1MfUUnrg2&A(7km(P_jD74zezfcI&fFC=f=Hm=M|HO0EHJoBbc0PskEXd^a<zoYm
zrRn?mCr(REc~!>7_;+3!Je~CNj`_=~vP(#<2h8_(j(ks#so!Or;H6_--0O|%Z2{hY
z^t6Av#{!w<e8&&|hiovf<oh@L=%-J2RO>1jBh#58A;@%A>uNHc7Ya;*PCi_MLq;`y
z`ntd*J?MY_!K#^{FzHUK4NtnJT}`^v_p|>y6_WHwy!pDC#9Kd!LE?=tNO!iMRnjC;
zVv&3!ERt`Xx|(d~97zGrGaSxKB?g=cgOuK_5(BP;iEyR&xzyFO=9cubWP|fP4(CT@
zdvGQUeb1t^IxI2ZOqd8~`cy`3-TsZ~7pwnBGO&KvVSP$sz?v|~qqcv0W;^w>M1wz}
zBm9x4P5z;vuS)jG&gL&BDxYz8mc)QRVW4^&iDA|rrBlA7bK~iSB^e&FkG0==yrfw5
zl$6lE$l*RrV!)j+#jl0Ks#IdYy~yHTe0^bk{q%)_A!?DN1owpw_ZuY!+zCV6>*}`u
znb}NjkZ6clXo-LUgFi2stoBGsh}h|fcv@m0f-rFZ;%b3*>NSamh@F-QvZ9WD=F5`4
z>ZGKEh~tikA0!4M2=i<>zmBePsw7Wc;1^v75yveNu;P;yC4&+rAtcoHn?7zXF_1tQ
z<jULE2;`{F5)BEpb<zL%>D$(ir&RaSyuxm}y!niz_MjDke#vDmXdt?&><7%XRoTWI
z{V$*(!29Vf$$?(|xQ*FFPi7VP&qykpf7^+mrc5k1)m{cfA|p1{6H)@p)O2YLQrS!E
zUX-MlTobILbGOgR)vLZQX;5h{QR(EDX$H-g^lo-&wjXJ^)CcHOCbv|ZJN4ozvu2cD
zGIL$o)qbStYC~n@xnV{|HKOaK^O`0$(}mk-HPTJb(6=|gUVkN05A~y=va0^1ZlJPf
zI(s-zZ{1(1M&@ePKw36cs)RIkUhROFrk{it*Xq$+UtA~9T5XYF&gpuz;eNVFZVi3(
z=~*ZZbfdLVL0MAH)D0Z)KI%8=^9Rh8*hivzIp12bS|CAPTt6^Dy(s0Q=G$%Qd{xD2
z$q9SisX^dM@7om#bTZ;rGYA}!9$2lukOC<q-cS8kLf8dKOhZfQar(g4Evb6VXWLTs
z!q58Gh->S72j_q5OIoQ50%AlVIsS!T&&v!9w_71O?waT%$1PoP9W_g`!!9tLAZ8`R
zb<`^w2EJB)NrkO<=YTo;be0%g1{@?I*n0O5n4{Ye#)vbI9GxbwL|pS42ZH(*Z=kxD
z_7Z5$z`VdnbwwQG1p&S0gfHx!959EfMSn*CuD`90<3&<%L2FwaW^;^`?SDrKP7aoH
zaB_%+r0TKF=mozPcujFIOP_5P2&osOF68z?y|>wh#6$@_@j_9W-qk$N$mW5ae+TkA
zpJLkw_-%yk^@bLKiz=1TGikkrKl$^u<bzKA!s*m6BnIcHKP3dc@>`5oE(o5lbBQ~A
zUxz6pF%i571K&4~!!!xnJ>2r|NP+Jy8{qp`2%VVP27Jl_!*8Fte#5Qfymo=jYJ$`a
z-nuAgrocrKgDEgiLblyq(BBhd#)9*jLCkq3sFjixoW&TP4x8dI8)Kww{yS38C6C7O
zA}Q#S7veC7W2C(Fcch?8EJvYBEC`13&YGo-lnv(3x9ojuY$J6_>cXMVCd46lZ)fUK
zt3A4OR4_Uf(4{)1RI3^xF%Z$E)kCIBt4j=ZsZSrT+b~DvNHBMXr;(nM6UdJSpr%Z4
z&Im^ma5*$RQ$#od!r24j`1iH>5BfX&;cLqR_&OGns{7U{?W`;?`^r;=Wje3OqtF3=
z^{!ibv${sA2Y)Sf{IyhKFa_?A5V&f+ZOWbJHHDaCaPEy|<s}UK^=vH0^NcOzxxXU>
z{<189zhWV&`rGu<u(H7L*Hz{COLYreuYQs0!CyZ){`yH`5MYzSVk}~wR}b5vuO?HR
zb8HcJIIOAUmGU};AID!^BmzP@#t5NTF`i!t9A=pShs8ot^{)3O)zpW21)3@g2d|we
z$7{QL2d+^wq>}L3C1EowFOe9GvK0~ngO<h^bnST!BJS|oopHPfgJHHa4znXh%ENz0
zO7Vw*^hC)DUbBoMNU9z%AdsspFgdKhCu~Qso&y8h)u)mjeD$&8tB)ndjbJ}ZFos5q
zCBHJkIY${ufWK<y$BtOSz+a8xFq!%8Sbn5iyL2WvpAd{P%MAD{7LuwHh6Z{l8@#e-
zoWGKX1#VKKq-OBfuzWMNhDnU;ugfGD1MCuE%2&R&88gpo3yFZku8reG7&vTw9A<5d
z6#aLkz+;vn@K`J)RX;t7PGlAsd(K*;16|bPQWtVjq0UY7R=24!OpkssEY${^jq7My
zfM5F?Oz<8DO9_q(-XZzcIN!hQqCiKFIvvBXpZ8m*<Gz&`gwhKOVh5(Tz#V?vXH}Tu
zoa2wUqt7zqco7DD)-DdyIz~$F-;shovur@0S&)Mh11r@aDG#2WUqW$Wqy$I1D}kuZ
zcRk~q^(dvB(DZVfc?T8fS4#uEZDBD-N#`!T)NuduNr6!wwM;Ulo6i9~dt$xnp16~`
zbEjT%;Ig5hKDs8gviFob0Px_XO~5?ANT*W_KRBsJTM~XTg>{z2li{l`4qR@7J^b~Q
zSEX9Vwg*aU2>{NzkNEYaOS)%x4;PqM4d7skH&L|cs)tMuWO^t2^{nZE_L=U9+WCyp
z^MaSTSM<jZ)0U~vBseDB;CxQ#xFo?9^PeRIXYrp1LT7Q(kKQSfp_h)I)i$9@VS+w0
zu2&2COvJPdr3%GhC!a6S1q%Y{D(+~ls!2jj;5R1BO0mK8=(V}t+hBHOee|zsDJn-c
z!2_TMg<KcVR+r2loN_)HG{4jI-uZ)T+A?@FrMhl(J}Gn|G3KXZKNXl)8^jTuv3$e*
zZ}|@ofn;Aq{B~$X_a<IadwGtpRh<TG5FQ3y#J})N>7qjOOz9XutU$%zRPuJH>r`E1
zcHoMb;nb|BU*p?LbEp&W?WK9rM_g=>I!izzTFiJNKf_yAh|#rFjxLgk_ng!yow9K1
z<oTD(nmK4nyS`J_xf#b>5(R4AEnY(2u&!(ve{A_il4R!}UAH+OT)NCshH_0KuF^aD
z(8tr3%ni&}w+gI|8KurgkZzVF7^T}J1fz5_L1IVgK5LZzQ?{vKlx7d<o|Y)-+(G(?
z1jh{0HzW>&^!W-0X`Bdmj9MaM#;Eh5q&?0U-CP(uMje8?q$-F}miKs!HnTefUZXL9
z#A?R{lcts(rd;59uU=AIuO7XSgG|A|eV#dE;8rT4Ul_QRiZF09<iO>A7zA#EsIQym
z?JvACP}QpxH;QCjQ26Q&6z9uGRf~86%EDI}U!DGS3SYN$x>)I1R|OW@vxA=7ZBd=2
zC=~zY2?#Ap^+WyivZ?;6oNS(}w|-Zcs*hhCC{+UlnJLKWQ)CKqdeB3c7wNs7jb^6y
zP*WrsKPE^hDWZD~Po?Cmxe|qE3nfM7F%xmX;{i(*9<tqwOtB3;9w?)ADtiRou8>6L
zc|aTTwDUY5zb>8tVA7V|!2(fVv$aSsy(SRM?9LFGC2uEn!j+{R5`rsBdnJU^8VN*W
zt}I!^G%9=Pf>(R?j{5Hkb)RgDGMqOh1k>|%f*4zo(8a5!zm`<k2!ByzHo{*>jLH2;
z2=>6gkw3W>=YnozuGmLyWlHC9gGuNTSL|>suGrzkLd^9g3yS^VXC#Z0n8%AuCSt%!
zI$3vN!O;Otcdxu1x*7F5NKEl90s0J&gs}RaK6>AbfO)G|YB!TP9(Z0$NB}Ic1i+G5
zNUE;6iZXW=7)M^Z`!R!3Nx9uT)!7{EZa%`iqc6sgqj-1o3XL_c6I?B|MmOF{5T_gG
zbnUF~UQM>$C#g^tvQ0t|L2*UP0z;Y2tV}oWtz?!X7gZsz%l44_N>nbYLQY5m#9Q(q
zszTy=-}8|%7_ZR&z{q<=$m7ZoYXD;vms2KUF)Bky4k|-ZSpx*awC?l^!7!~mf?=Wv
zhI-qYK#|^iq$IJHcnAlM^pqbQ>A3;!X-($rHaKQSIc6J<%H{ZW7Zizjf9Rt3=)m4I
zV4Oh+wx4%#YD4IUQycPm7gHOOJ0T;v4fAeJ|BIG}w4y&mX$a%WP&7dzxHN=C<=z$e
zs*9|oz$2pz*d#o;Jj@%Tm-v5Wyhvd8(T3+?UJ>dw5=c$`?AHm|^i1#a(CxXoRrIov
z1FGwSy8|=T1eORBMt64$H<HE*Fx93EYmlQ$b`R>Hb6ba!^@7dxKuA)UI*vED1a{kC
zRAfH8HSnWaE%=#tQ{N#WDC1b&-IQ_MA}}QTEh^(EY#P2uA3qgH)RVRcCaZ@9g(>5(
z+VCXVMV-gD)=KUTyrrI#^jH@Tb~n$Qk4en7m&3&#YL^!Dt4}0?pEi4`2`Uzz>~0pL
zs?UXcs9z)*IRE5uuG~X77EiMYLr?wdZ1_6ZT%}1Y*b~-b|JT>SUaGAm1N)XejN(Cw
z0eiyWVfmnMgE^|NM1wz}Bm7G*??#XNKP#xIcfJ%Jr6x&Q2$?`a-VAq1lnBTm1XZHc
z)u;RCH&$0mG-MDuA|vHkm>y*B4vbS;lC9}oQ0#F`xX(h+Lhikt*mKpzBN7A7go$$I
zf{s~P!SU*KNe0DVc36KPG0>basE2s@4Z8gGl|+L-p`-kdh36|zPtki|{fEQ4ro@0X
zVTg4d-R8-RrYcjS!J5z!*1QF&6+cw<ndO1;`e-2Bz2+VoPi}p}K(il_EzEx8hVFXK
zzeCe>n}3I^_Tx5Y6VjiB^PiFW1paNG4|XxJ+@IXUfJgv9eL|IAgEy!l(hk%o9QZXj
z-+NI{-R^8KsK!Zjv>d@RS}&g*qz4D@w5_h|_pg-Vy|^dJ5K^ES_65*3qna*${?;_T
zb;0VezS?tpRo(E{f+~7(ec~UT>&fdZMThh>*YmDm(b9r}QWw-A{PugWu}3YHaMUgT
zwe1qYzk$tPve|#4RWRS<UDeZ68Vod*2De5fJCz2q2|mfG*B%Vqr?yJLd=+lPhQ3vG
z4R5H6+96SRcE7c!{`n9ky{$$_xVYk~nq#RY4&@1dJsWt*d#EBUomXUA%}|~&^EoP5
zdP}OZCNH>5eIOy&h7yh0hFZii+Bq+}ju%t(LSV1@K{CY+zs$O08mY4q3`hLXQ{VMs
zV1V5K7YS2d3QSk3ml&s!2FG3sWZMl+oD4V8SuY0yDoZw4^GH!YFG<+@a-f;rAjX*F
zid;SRmB3xzF1;!k5UJ%fgR3{c8d$6PNL6skcKfzYIW2Kl^s(0hO+DU`6-lgDPCH0k
z@kZb^HC;-~8$dp3G;e%B&6Z&JWO^^1_-3HL-GF_P<*Jw&FN!u4S7%?OPmk-7rjM@*
zR@GbI2~^T|oeEUf{f`DFDQhrb8=&6pR$c#glmcD5UG(6Sb{l*)R2zjx`;Q(AwDzb+
z1<0HO_x3X9z+Jt}EwI<)C|-6caL$u#u`}CA1XqN&=zISiXyI|<sw6UTbsY)#cW8QD
z1Swqh`hi8^gm<=Ag5I({P+#BoPM~GxPKL`Uv_b0R-t+SI7Q+@nX!f7M`}FGV8*Au5
zsZXiDWILSS>dGeAfTt0J_B3Pz?s;{P1US02>ut_H?JNve^7oPu9NoJ2Hb=KUj1fmS
zvd=lX?V&x;+ODZy;)(;0#T5shScr4S%L3!<)|!Oz*{ub!;?H4TE!BbQiyYM#NeoV%
zYb6A#-`3k?@yGTyXSQ|cG6CP*axAcz!-7}{S-@Yyw7{_7a@PVJ*P8aG>zs7Oia7JB
zDTV&z)7raIS#;Xl1TmfF-s<{RQsK1rm4x6{mj!_epZ7MY(YIZhIH{%f5n~H7lL=yE
z;#yY=Nr00Yc@EdQ;yb%ZA5*}e-Ny(^rZci*AYNx<jZ+-c<cN=m#i5FX;Fva+ZNs5z
zEGvRz+E@}p1^kJldE0?x>p=bN@!(Y5rryMq4W~lY_3BfBCFR7A;;#cYsQJ<$#E;nm
zvVX`ofu0_<Qh-eSxS@}UAJ>p=^w~>2@Q8^(*w}4xk+{?KWL)$8E(Pv%{VR^*O+(?i
zMsIyPFf>&v1<$M?JV&2Pf2JTf<V>JRBm_xH6M`<K%LjG{`jy2Y1bO;8A!y(afzFvL
z7%oH545=5kaz}m$^ikFN5?y46hY(aVHK()AZ5l4)GgW>4eV0&@sw}Axhq5FD!z-O2
zG`z?flSf){>6OYasdz@y2NsWg5XexSB?4Ev21y7ebpO6iT_9sbEFwc=Vo~S5CKg#-
zF_U8<srs*<Lq1zPrcnnHhGMwB?v<|VrAp9#h0%V6L?9g9B_YuMj=s)A#l9vS-OUu|
zv|@#0g~c6KSP<OkvLXCnbg65=^342u)LT*`D1XE#f5bxYGVrB@K>3p~%AY!~@<$xy
zE$&c07Luxm)G6qqEHJv@HP-@M=*sFRh9;JS2K~%R)<9z5{|*wuCeV9y&V1oy@g_T6
z(20pE>Vh-3_Du8iGvmnO4<jrHu5?)t*56Z?B|7=L_I*wMu1#MPFw@CB95CzkH7mm9
zQeRA;`2=yM59jaj&B|LO6;^~BC4@9{u60>pD07`rX7#9A)xGn{EJrw&hDRh52;UnO
zjwIg8k^oBsxe!UbxVh(fo&|ODJS*hw74kTVXGIUJ4l)=;%r+^vzGiip%mWUq!*8q$
zR)^pEm9si53HDEwr&MsG{0?q+RqY?)QjLFsOSS&sqTDrRY<H8QT9OoerkoVj(i*|v
zRAX)*36r>K)Jj5-qH5gVq^Pn4hCT|{D)@|fr&9lv;AmAKkS052k@FD9Ck><7sS%PM
zOHy%vljNB!F~~I#2I;9e5`#1YVUT7R*k7clZkA+VeZ9l_4v7J4!bH<k_e(6;6V_sn
z^wdE~2KG-n?B9?WuqTY0p8AhOgFm4o{A1EnKS^2$IqeAX4iG&CA%t=BQ^^tyA%u<y
zar09xB^mfP9bnwwRbs%OFi24Klo+rkOq6vrK{Y{=f%QcW>&qkttO?^Ls1`{y_!BzH
zpA%HKOA4^Q&0)PwV!)a(Zh~r$M1wV<Bdl?DDsQyr{T$p<vxs^kE;%Ks%?_r1f03Nx
zHfHnk5ew!&BgrZLZ6~MlnON><(isq$li1N5UEY7F`c&HBe)H{HGNc(LKmRMyv`cKJ
zmmO#pq)&LBsb(doej&f`yP%*Ml2b+f`MYnYy`K&+xu)s^V-)&CvPQ1yo)*DI^r~GZ
zj3|0yQqK+gbWwPSK0Q20;X8%S$9N%>Z0)3&8V$5E3Js$IofMO7Vp2>mwF&-1b&&Gx
z6jMN=kSOUeQ2W~jSKEz{_i)8IDJDxCQcQ!|2Vd|Gtw>8J#bh-@7UId=;HzqiR0S!f
z%OnKKO&O>!=|EA_qIEMCSIY*-SWttd9fLjX1~Jw+DJe@WTz1(c*<oGWNDwC?FAjaE
z_DcfnNFEtzb|jBT3~Enbmk?~KUKwcKEzStB3$X?mmmtvgA17;zCw3tgB*ho(p)3e?
zQF{lPjqJm8bQ;vPozC(H$EZq!#0Z4q7Ys6rUm!8qO4XMTC|+lf*~*?6XtuKHOi_Ua
zc&j*lJ$RVEfwFkRfLKVXF8HBGrcDSd{)n++^@`ACYKYVfRt#{g7$7mQVyc9|ib*k6
zOgo1aCdEPAVTZ*Xc32QxOc?xnQ6pu6k)14ga#A&YbYl08>L#fW4{n<p<&IW+_@VD0
zyEl_>2yIroB`f&hA;%97NeqVJa}okS9E$P73rtZ#ZyG-kclg2L4nM>~Qgw3Tq;ARr
z!;S}RJ2vzTu2N^EYB1w}gY@#hdSoO@1bVaPV0ZkkPoe7F!S;wuVf;C5Al9(qf08$B
zh=ru;@73&(vcRz6N7shZ;oaNomsW)qs$N1feni^O+ikF!S=}UtN)3EE`Qipm)mRBe
zhm4LfX8d`LArUaf5&>gkA*p)NnouicfniL+V0&O)IUu-Kt(CgLm{o)InPGv9M2Ubc
z$6rZpsveMF*m7@-Ef1d87Lq`vv_4A$SP=r1v`6EFyb&Yht-m9rcodb_OIGmLsu)PB
z?o}KtP!^b~X?v-kBq6z`P?xN_E-{v2sy>)HJJW6scds<=_B^b!lWCiAd_z`>_o0C}
z8+tYxSjmkUDc%hfwYhrHTAWb5dc*MG?KT+ItNBCRnSt{}T2Mf+deJ(rSGO3H?(H(f
zd`S%}4(eC20YimhLtQ$a?iFqt8LaC4Xn>xuKG;|<-j?4m)7=F$GATK#sd9HS*mm`w
zJ-C$~KPos~jgmM#%W#`Jg~7um2`UCJl@Khu(+NV$ZbMoKxvn*9Ot7hU@euv&gH)L~
zV@$AtS|*zm-xFG8Z`1G*r6rOERc)>=PKoiAL(J)X`VdpH7e_Ev@<7K}>f<ac{Si_7
zzhi?<ysL(o>bzCV1ZUYt`4>*1j}D1Fg?=)?oI*Y0gX?4ZxmnME-g<wiL8aHIy)OOo
zvMlw6RE&19C26k+NVMCx9-f%)ef}KX-iW(ByJ}<;&i$UFzwwP!?LQ@c_6FSbj`KaS
z7llYu-2BFc)2FB}B{*gfIA7j6DM>I0ev=Rkf?o(?2Ep={J%irFV$=V7OY5hp<YF-f
zQ80RZOa0Vx20@Y}j2Q&Zx4fzqn?dkP+#qlW{?Ag4XQ!n;27z=%MC~?HXb@x-n?aDp
zieM1*;9nR7J&Ma21o*^9;nd(}dl29;8NQ)7w%B|_alAB*hd}BW0f{Ja>f&IAcX+WW
zT$dAHC$9)L*SY`5ui?!19KCs3Fs1!mVp37RJD(LBDdd=bPnu34@^T4|>GyUfcFdO~
z==YTpf_}e|AkoQR=)H@a#NWx=Dha8}Z!M>{@0K(%y`5_`*y!~3jm5E3-XXY7^1zh0
zltyn$2Sk)T`+Bz~-rY`b?`9_G?YH?Cdi(A2db{WdebD9B8Noa3-p-pD9O?b0Sl=`=
z*jRlhH9|+95|D`eR<o$1PnwRdEjyazBf>W}5q{UKU}Ch#Kb#e;(cU|>;vVl{y!M3<
zXnMTQ?BH5eg<3`rwlO{4$+WB_Nzmiz5`rGDN04ZbXXq^-22->eUO(B}dZ?N6v*-Hj
zs9f2O=lq5iZEBY@2--@zm_g9RDAjVPnez39#ts69ptj_JL15XzgCIlt#L=I;fdmD;
zw{Tw9bZ`DpGxzhE8%Dzv{)N#nWoS8b9}9i;g~6TnXn1yEaH4ndP`zw_sI^)mRYT;z
zQa~b#=<lEIm+qZEwBiN7wHXe34usO8!{M6)p*sHc7hK@Efd4C7ON=WD1wP}+g+liJ
zyvIW==?xzOWNr<(3rE1TS|>>`D0WH+2E`77h(R%UG3^1KbjHKx#k2=FB%9D4V4>dp
zRH$A#1LA2(7&9QkMxn=@0kI=)KsW^VNgfywmJNss(iaik8(vLoz!7I09APFH2S4#I
zjDw%b8wXeej^0UMgbObXu1k`e!36XE=(@{-Wh!YHaf#%Wcqk-Q6Og#q7*`sGhlgIu
zV^Qqy>}@>EEcYKB4yCkjN-gcaPG?>+-&R>L7jG?YCBb-Wai?L<>!Q0z6e(zOZQc&U
z%<H021Xf5|QJyWSG1EGEHY)5KS2n`iYM6OlbaTnZeQUAQ2mVeU=Dsevb}2W4vnTN{
zID3*_GbNZWQvbB+io7j4QSbaXzq;N$BiK-XG-GhKo;_!EJKgY5sIt!dB)?7tozO(L
z`<`Cny;y39p152<;(B7P)f47b(%#i>cT~}bUJX@me>?H8`{X9(D*I%<5aafVF1t90
zDjIahJ(2FXR}#D3u~l}*Zl^m|Gp*encR1a#Ub1n!L#l%AxJh=$o7@Q9ag=|dJC0V=
z9e9WIZ{vDY<MN>!?O=$F(5~Bpv(zc62b})7fF$VB9|t<c!IWvGN~Hhh*D!CBzF;_M
z5ScefkN-Z*)ByZK)~^i?QT5^|(uPMVkO#L!aiIE{SnyN)S?hwil)=MY5lLjy-^WeQ
z*NGmy%JNwh9^m&H&hxQ<=Fe<}?Bq{{S>h9lgQSvpbf15Ek@M(2VsV=4FRAe8ezJrh
z)|L>&n1B+Zt0e)_0E>p3oW>#x!_SV_N(j#Fw~?p#_QyKLh@4C>{yUOLNBzxklf|%@
z;#3|BaVm%`FpkxilPrE}Kc84}1<|Wg8)*Kbqxp*xgPhXG5(3TtGu&jA9vE)&oX44>
zA`4IiMck2yvADy8Scp?XWPxGAbH)VEe0^qKkX|J6W?FUcoZ%)jP{J_hdxqnOn<vLP
zBS@*p;6?8>B8cfdx0c8!sqo~ulZ2p_$bvwZyb)$!)M$ixU`#Ucz<8o;3z_4hGEqx3
zUlQPfG5HX+M7`LDkzR+-W{)thh#q}y(0oJDJI;vnj5jVgnp~^8J#4YO%2^OG7|)DJ
z6e@}yU{MG$53o82F%OV1ekG{;v^R3jruRheC?~S?crbXIIwZ~E$fBN-5YK<Q(h~Z6
zaH1}}B3MHg_Peu&-aBMceZ6%}!A$k8Bt>-j*9g6BU*P}`d6x=|)c0`&-$V&eWK?CO
z=wfh47#ZP!@YFDlAU#Te=p@yJua1xej!u2|2D?ynN=aE*J5j1Z-Jj*%KLQ&B5uAFm
zAOxp@BX$11;Hb<a+)4(g$0Zx2gHTsALaK=1boH68y<)v~x=To@p^_94s!T#K-lh?R
z#yFYb78hM7sW91>kJM*=rTno(pt$Hx3Bg>~<S>p>n;0YJ_(1;K8n46@b9}kvfjJ%v
zaf*v9Fy__OB<$)?H_u47w&*R%4ay%GX=3aVi9w|LQbM5pNn*GxL@$BZ9Bh|yiqYpZ
zfmp)?i#1HJAgC;|AzWGXT2y-!7G;ehaghK7%^Qp|nm4d8ygGE05NMt|N@(7h(G_Wq
zf}BxCaf>q)kA*l@MHU#ouS)`r@3ZR`Y*A%WBWQoIqy5Da1HWG_A<%xY)PC8yv`45T
z*6_Q<8tPjRipFUh8c<D?1%>vLquQgs^a>i_d=GvabtqNzc&2F2w%|DRoKzI^<q$!f
z`7$R`P4u3m!kX~5gpgiNHIW5|8plQ%xrfLgBlpDi;1u<jY!A7=N9CfBC~dSDE4(gv
z_UJkH1v~3QdG%|k__>xm+SHjQjW+UrH}bqwMrzcVTA>1~f($<qld&r78EIC9Jv=+G
zD)eS$uqyN>G3BocH@{YH;%(WXP@?`l;~pAiN9lR}cN>THRVC6kY(K{dNP;dJN8d5Q
zeHCoR4%G->sTK+fQ++yjwAokA!oTKIiWVR4#+iiV=-uIHFfX#VltgB4Icjul_};|g
z5WepnjkDf{TH#iiGZ`vF_!y}bZXxfI5Zpq3R6_XiWdhNd>mL>|J!|i!b8GeQWt&d#
zd3tSNW%Z!sf>8f23BeFLN)Tf+wllbo{FS7_tUWo}#GI27gIW8#gkaYGO77!W|0iQa
zxVe}AwqiYT#e}uEV#3Bk%zb1FikWi48M#M^6W83mK|_s8z`KkgS&^s-J3A7@*on_6
z_Ll^hoxLRlvlDl9Eih#E7-MEj$1zcv*tX4;3_KYH{i{YrVs_qO;c0eyQ;1W;f^I6_
zGuMnUGjo|EYnG73HGWplVrI%w6|odElZ0TumcrsOGoRpJn3+$In7Ek<cCy+B?5Io*
zpU@s?F6o}&vI=l}Da!4oIBt<zzh)<bPnA>a*X+~aS#?~x1+{)(NeF8Fj*mgDpZZW@
z=!VKe`p^xllXRoPQB_RQ-|3UVk?Idg#i1fqwu3dlld938ztoGwV8I5k=0&FJEL&nw
zzeN}n{k4}Elx`6QrCW&?iK4$gk_@bSIIKrX3|JE;TJ$$XV!@uU7JC%^Es<nkf2G5I
zrNn?eVcep>jS>z1gpTl!Df;_|q=k^(j*vqV10jTQi~f#CG=va3BE&8F`%;pD|7Q;W
z|C1Q-Ck%@I62^)y18c%WSx1ZhG9(#T*Bfhkww1(yHDTPMKc7T1e@{KV?LB&wj4xnu
z7jxlXv7`d~fe!nL5(D;xaSQ)uNHo|}0ghykV?}wR7R7&m(EyJt{*%;Zg?e|4DE{L%
zW^uZUh4Y`0;y?avC%%4XV!39$&wxlg#jyi7Q@2Vx+?%NnjWst@cS$r&M5p*~htB?w
zRs8o)@(m>=Q=l1E2xwcu&D2+a3m)`rWq<kf>_@#-GGAsfQro+wTvP^{Tc~eJc;o`u
zK_$tZQoxVLTBU#=MI|_;fU=1x1<dw@o>Zr$0J{|M7l}f(-RZG<lQ*={ZiM1FSDaG{
zXo+)gn<kH|Kuf0-&}s%hw7f8Mp+_|yCwddLfUP8iwM$}}$lI{H>eABuy1L<!K*RLv
z>#ke3eBF|D&ZA|E6<zootwNF&sstO4(^*wRH`!v@&@9(br%F(2Os}WuJ8Fu)s#@sw
zBpY7ZZ<JpTTv$+DPplrAs4kHbkw2I!A%o5q?e&(7!)~n#2G)?PbaC}iD_yuEc%k>|
zar8RbP-DI9_|TO0%h~F(qx9OJvU!Uy;0?p&%t{WfNs_nc!NP6odI`z<CcMbIdYnE~
z*WX;Nm6+%R@U9vsGV+^9Gp>BSnrWTEuaABk9_zVY7k@?bgx>g`q>t7N)l}C=c5W(I
zYJ}D8@^NlvzRuI!2rKn7{0r;;Gvi{{{kzAS)cmlN(4E$VFrV_us}-VDixkg(PWqRC
z;B7+Bo0RW=1>9`BzaD2c-d~Wlobs(ao^*)>6ogLicu;u0V5@^0?yXff)nd<`@i}qf
zo%s_-3KR7obwbg*TawZQzayr@>o^@w9omLPVtd|cJa>7&%+Fa(*|$ff-tNWGkW?0N
zqwv+9gEh*Ek5>y(8D8B`6`g!_L6Y)IQf#@4B?Md1K?E_zApd)rB*1Qa`gpV3o^E0I
zguhHeu-jfjZsXnd3dV@tb|?NjGMsQcCa&0RTU@c*j)gc0U<-_`?^F`T3E)Y@iW9&G
zq&iUjQAhPhB?bqD*Chn1zcSt=fY*;V3E(44aZVG6J4~>+!-QCflK{5BFkzo-0?zmo
zDGkbJ{6WN;PZ0gbn-fIJ1X3n4K+$bA2x7X;P5d^KR5(U7mJlR<EeLdIIKjxQF(E1w
zCy0TvEoAnK%0%LKk|aRlmwboBZzuMh)!h>&m?OkkM_4~0jE@l3NX4FCj{b<LI6{yR
z93j@T5QLKTtO!EMdJ<zFAt;pK$@-gv3zPKkUxnx~(5XOWJ*0I==|74`Ro69Jhi2I^
zX8Dl9?)r_^p=;D`X(3|FLjpoiDnHEeJJ%(7;vHwEv%Lj3sTTy92|3SBFd^q@asVfS
zKZ>Jx-=#n%`2QqDQ5$*#jZ1*2l{8Td3XWQyYI<Ak&;T#Vz?RKYmPgA|gy4vETPKQG
zM>~XCMG^{<(nPHLCSZxG?MAGQEDjMXNbd^@<>*Z*`JFPKVl8FVdO)g;&Dm{>eOIaO
zQdyKoAFMmR+J=n<rK-O~A-zDvCcR*_LVBTnm(UxkP_{5xV+p}vokkF2GQKc)og_eT
zSU%Atj3vS(j3tC)gGaMp^K>Jf7RuPfSP>V3{I@mMi812Ba>)mAAr|6%WY7Zhob+66
z1mX**izk|5{?#kO>(yJ5C(Jl9(McUkj7c3!2<$j%*cPs%X^@f~qVzG7oYNR$4`Yr<
zW-!Kr(8u~plm&quui18(9C8WCjKngS(4fT0AzK*akR=2r&{x{qQCGMobY_x@Oh6vF
z#8}Wk@`44ikVqa`62gqSMrfova6`3BQo)Ri9WySL7?Vtv5SXzz){JFLQjr-Zq3qaU
zv4<TN1Q%2-2uzr4o4~7$=L*w1_!#Xp>SvSPU7i!7tg_S?^XU*l%zQEn4u5*^JxOJ<
z$`V4#MY75g41JCneOR{VkbX9g`jm^HDXU%DEJWF5*#Po?Cy0@6vdg7n6gk=DGtEOz
zb~%1hCYL(d<x;G6p5I-W-YFAJhS>@$ScGISi-<QF=7~;*nWqI7q28>J$uN_sxJ3x;
z<iQo}DD#8Ms>8W4*o=s>84<@OlECUZB=mfI0&9OkaVXKFW=h8(gSAjXkinW+YBE@5
z67%1}qT#%Y9HWoV3e`3ltgPXo32LRJ;#DwJwu2ovldhb>YBVDBiP|RVv75fT)Z{t#
zNDLAYgrN*pJzeu~I9oj}(a56^8hMnBr6P^>jwA#Bw;cW_B?kNn6HR0NAhBRiSc^T<
zSc#Lw$O8K+lZ^WHB?jyX<EF8iOEmZsI>J9Dja4XVAtdAo86+_fLKruVHBO=-gwPQo
zZW?QWBm@6B;NQiv4(thmEY=#?1e^&I<s8joJtWD%`F=<90}=z)gmJT2FG@7{6FS1b
zcyRty^@*ea>;E{czmpiSCJcE#sD6_ea3xHHEAnD#lVkfcd9vxx#u5XrgmLp?xf0E+
zJ<0ma(2(<8IU17KWR*7;kQcj^hMUZbt$Da<?L;{QDGp|Nr<RJe7&kFntO+ce|BR%?
z__v)4xS5IN&TAS2A`2^aUbquGS(@SAiJdXo+=-nf(VP|7Fr#f)WCX4xmvBY^8eyMv
zYboD_&DHe_!aF!tq<bdoyn!Jn|Fx3&NwrF(09*krJT<w2UN$o{TIUWKRz;W03|*(z
zN-CUck9^e-1x@oHLrFGHUToWBE90~^DmlSacFHCuFZSJ>&?fbW6lLedo|Gu$#U7cg
z`_2n3vKt{U=8AJZ5@(4+UhKDC;eUDmRgsp}E7J101))#X=Ta4<#lDjeDEIkfz2~!V
zQ=1mAQagTmsFC`syauDM2n|YK?~T;?;!Qi2EV^QwMVaMkg(_u=7*I%_k-(W(hWgn8
zW4w`6j#;>3+g`H6n%;&Ww5Idw!B=eiNdj!CdQCAq!(I}DyNweigtt`QaZ^n0p_DOV
zCuI#>?4*b*_OupP?4&FRF4<ZT-nn?YlN?Sv6iyMBY_(Jes^9LYe!IkAH@Hhep!$PT
zOzvSm?S3AnZ=jsl0%8seEar1wDQJ->d1L>DOSTprtXLgm1uofsCR@XbPaG>gkr-I<
zi-f?6|8uQK;ZJFtWr}ll1aXHM7I$=n1#vIgTHu&Vwi#2!XyxglENWb`wIJ}rhcSM@
zCEFs&3VsMrH3Km$F&Ky=B?NvLHZ|It@WW`PIHw<oJN#gAhaX}g&Lvw53_Ai-tx<_f
zwzo>vV8%_388=A`y7L|hAv5}WVyw9LyjBo%SYa`T6|oTKnym$f71z5~xYumom#V>x
ze>-OUTVmX6w*Qr2bjdd{#+*K{F(d-USR!CdEX28HYk^_RTdpy<jXz^;XohNfu^6Q=
zCi`MDw6Y}zeG-rmw!=eTpWPHPuP3KifzcIWqH~Te5&%;y0Wigac)sl6Q#OQC5m_wK
zd9zU@<l(~b9H|{Fnc-M6Lt@+;!`DkN%(*7soEy(;4oSiHcQ(he^AZNPhWEr`JiFor
z?fW}|;5W-0_|1YmduM2}vLM|1o-)^Oo<f~Bjt;oE`5T^M4xnue3^#vU(o({A3#}al
zu7?Hg4&7mcaq~BEnixeml2sKDEUH^4>-V?Pr$rK`nfrfO266G1_HS*sggSU9OxC4a
zLOn9wjZC&#x-S&G%#APimTwb@!?iEBd5&qGElF_0$0s3J`8yMYR(?{_z2)0ynz-dV
zP&UCW-?(*L^^-KLOD$KIrbZX~qVculd89ZxPct{Z;)ps(KIjO`1U|Z_NuM~XC+OKP
zR&AhX&u&xAJ9e76?lqQK;UK@9e<2^Rd|GTipoGj0b)BLQ-WR$nrgx+Feea<5=DzQp
zQayC`1_6oqapD5{O3@nA*|lY7lNz`Kn4^~;3N@~Nh4TR!)B8<z@{Uka`#r?aK3%v@
zYHmDvyO1d^{5~qdG2@}7X}M35U_87mAs7!Y5X6iJT=;#@847&iSC`xp!i5(1u5bKM
z_&{=u849h98t;gq@Iu^BaEJ~|J{Ss?_B<3aq$eUn!8!6YH<$muaYn;8%nhR<WqM>Z
zq)e}9G*sIiy3ZaB?#160)6K=-R?H`I#=}@>CLj?X;)_+;)61FoB}2m*I(Kg<!<qd}
z_1)8gwb~aDlZyJ^`I=RZkQ2T5TSI^JkD@C2m%X7p)k6}*j0ESqRz;EoBVn|JU?hwn
zNHj7OdZ&}S_zLh0Nr)@J@q?gD(y#`p?kILXCUx<2^RR2g^w?P75Db+(FaRv2k;ap*
zh$xGXNiCjkqQGKif_~q|zYqnsRoL&7{u$b5_d70q9+++}eLf*ILYMzjKqB(-8L54y
z%hSr6{yO`9sw=>i&&bsO`aq~&`!|VMMP2WFDe4g+&$;ONwg8!np02B%&qE!PB<Sp~
zBm|xPIYFYGouP5j^Oxyn8Nfx)KV%d4qGx>HpOu6$eec{?{h!nKpU3sRL-48OfxfqF
zK;KJWM08(%1--X5Q6IZE)Vg-!C6TVr<6r3dJe_i1NM1dR#QzNkV`u#8ck}(4DvoEW
ze%xHn^rT(_5_hez=n_1y^U~suIX?U4P?}ynG+fm?@e*F<o9Yh_hibK-L_F-?9?e{3
zzNWhn<6bLN(<B&o3+G(oT=kqMQ8YrGtDdti5ox3)q#s}PoXE6J8p*lpIqed2)pLqu
z6DcT3tR<ju_~=XAdXn0k8H<^=g@3`_Tgq`aZhFprsUml`FjqMb2w8ZcO46eO66f<h
z@jkCx1y4xdaD86Y+~+(>jBLlh$gHK~_X%09<MoI4o8=Ea|0Lq`6O!2V`A5>{-#9*h
zgK2G_|J(8TTar!0=haiCDscLX!s&HXS;Xl{{0mM`qW!M@(1Qj!dHota<ZgP}Sfaw!
z^v+S?9<&wXhYQ(5)9jFkrEc8la2gY&=^<YX?WdYCcWVkX77)4(eX#p5^TdMMWSC-~
zu%Iwc-u-3f$$RHAQ|vP$j-uG5KuXt=!ttpS5%6>KKi&>?j65=zMCOrsCJCSyG}l2E
z7w?E)%%U(Lt|>E<aM}7`%gjy;mObB4s^nJstdwBnL|0Fwlq(tASluXbcm%#xLJ(c=
zCWz4<r9Dqd0vy=(m+52g6=oz_2!8JRri9=G{W`gTD|?PHMjSV<;lCqkVPw~cDUMD1
zB@Y~%Vj)gtj|Ilb`B4(aDYkvYiYt4nTuMSB0|A;RTxt%@2@-=tbGn2;^?H|@e9Xx*
zb7Ib9ii%7)afDvNcd0(}Oi_BG<OBmOX#{cVdMq#uxZu*L0jTTQU1qi&cauR}*K;S$
z7QPu!B1NFj#uLQ!nOoPhKvLl`>l_I|U5^EU4l~ILswJYEmHS?x1AOvdbh(t|qPAy~
zY!A5`qjFK(vriJBwuiij+Mf6hfA~`KX!RjS;Kmq%T;F32S1hD*%tuVdqg4`w`ks?K
zeh}JEvNDJ=CrMOXl)+Kz`>#T~%ZVr_PKDO0Kcq3dgG%~UKoWHJkD(*_P^;m~RoZ1@
zpz#wZdgQb3Eh?!|mzlDiHgN<kq6Dbg=@Caz7$rc}&bT-Nx-H^}K=iS6<FSx<nTbB%
zo(}mV(MJ-Q==0O1vC(G*OG5Oy`7#rIO7;aiXC^XOMxXx)XPBKmZgH-aiX!^_S?fyk
zL}tU8P`Xau8LXmD=ap1ew@FIGq6Z`d<Lh367+c&+oQEY9ru8$I>Ac4I8Bj4Y-%*qE
zt|Ue7=xz3zQ<L*PW5tZVng6ze5-~<ldPefWoQ{P!7db635;{*BfhYnwaG86Xv*rvE
z7Eu;fB+f9wDN$k&oSH}of>ZVk6P&&!j(>*Rr87ZAmK5LWOY_VyhFH8|hy}rQP8-6{
zE~?Hjaf$RtEzVe}4|E^p=swEA@R~4NLZJH$S9hc$=blS>tPR8+-C%Kt_OTGB7RLf3
ztPOWfz@^Ryq*^dxyJNz3iGll{ln|J3AjX8J&uap4hY1#Um|#Jo_c|>oEZFK=fHIuN
z%)mm9>RuYByg+Qb%q$QW%oKwQ6X_4q(3wbc=yvC-OJ|Q!wIvl6h!hDS?VLIs3k+py
z%rvXSAM_6QP&bx~1tKKdL$047MlR}aiX{OS2pYk-KNdgv2F^4KL_Z_T>z^4l5;r@o
z_<_YihNOsCEDj`u7l+#4@;t`ka4jo>#o=0A^i{dXtd1&tZ#ip2dQy0<x?9?TwPB-x
zB<LDx;a7C-MqinFM8M6?a?eb&v)qM$&HYWQH9Kr4A$jlkWpcPvBzj9C6TR2XjE&y!
zvp7WW6EjWp{wpQiI&&w3W%S-4)xrhNQxbv;oM$8i6_!L}Dl9ExR9J3)IEOwh*)%+l
z^F%c?-CcDqaDE}VAj~JvB4r|>52GZBAjW9-0%uc6g&CSX%X#D>F_@u#2|=9iqK};o
zh4ofXYHmi5u_8L2V2xy)_hjoc-f+6gmTWLNV<F}arv*in&th>-!Z>M`8K>1}naMa$
za)r6G31ZB}J<b~?0p{Vg5`uY%dz=;+a+eFavt7BEjC&*#$lVo{i^=%BB*0`GG|NoJ
zcn=*if=*x3AjR{v5V}hU<sF;V+nAJcq(#ieq$FY3u?=E1Fe!iLUzn6XlkehoY+xtL
zRlttQ0Kkr(Y~j<Z^ZEHP*j1VxVOME(EIUyYM+uL?;Tk&m`4O#jZsYJ3@ilUqYUI*3
z<b;1#nanaWbWtYPR6<ZDmpR*%$<>#bNSWNsXoVazOwyS}1vT`*;b5PnS5+#mp#riU
z$Cgyd2{!x5o@n9R5J`{vrvbA~rP2h6L8TI5+`_rbBpO9fghmlmpV^{t?m9^Z{>vTy
zw@VE86DC?Xw@qTfp0E~s6wW;%$-w@f4*QoS2J8vr7S6pR(cn+$2>+PEx$h+{gnZ)&
z`9oqLgfMR5T;d$j;SfUTh>&RE9KFLgjE4<i-Dr++e+StXtO<jnxk8CyuAW9ZyJ6V5
znrXc6e3W#IBnA5s4*O{m1NMY*3+EO{G-QmhWuSO&m81gun;rI>BnIpWgW|b|BnF&s
zwmEYFo&L6gaLGZ3=`q<9-^Yc@&c{wakytQ3Xfwu1r@YyK(zy_Ir7WGp3$-M*Sv1pT
z^P=f|?3CM>^)hKL{o+3(wR8O2&b|4WSgxXV7!U~u+xm2Eum4&&u9H6W&rq)39SS#7
zwU}vy09AB<hQgOu${?^V93Bd(EJ@%d<QmKsNzfK^O)VWX#JUxly?<YRxV6VqOBc1I
zVMEvJYGekOmDH}L<jo~?5A1zE>`_G$Y}L%&Xg(_;+c`CJL*`mFbAzLzoSHe=glp#B
zQIn(;yIihJqEL}GX|8^^XLyU<2nAxUB&S@?lH``lt*A&rr(8}p+h5uze88jDNi|R^
zw@E^v*t)r<RL-JxOXYT#*WmU3;W0LIs*Sry9g?&tizDWr4G6EbX_pVA5~Q~zE$w{@
zb#9usx|bT{3<_UoH()nqxo&dm=%l^Q$2IA(K_)MCH!6wLk!J^KdiH2q24|-Xt*T3w
zjOd~Ml1lJ8q<)i-l34}&Jpa?B!SM71nm7FXz~@byr=Q&%Zl(_n4X3oPJ1=$uB@x6L
zqQ6LvbP=_kZa0iBrDrgmHEm8`xgbfeu8~t&HyYWcnNFTt(8Swpo^Cxn+(NaG)b1Q=
zGEdB*4)e@|gfymg=1_vZW!;#u-i&$XK|+1W#!YHV6|wjx&2yh5)EUN&u-h2Uzp!~3
zJ}-8+QFHEoN@`c}*q)Chuji^6QZ&0d=@J2PQ`Q%6xF~#;x>n%Kkz(0AbELS6tmK=i
zo8l<$a48T(E&jY2T}%W{vYJN1-i@{Op`XIlBS#NOZldTE62)n21W=@{53^7lJzjN2
zL3l#AMdo4#%dm8@RL)IXza_zuwDqg%O$o;F;Y$g@zV;+Rj0wnCd*_qH$mqez;m>*I
z<nX6#dW_Q(btEm$_Nnvru?__@(itHR4X<)jXW*D`To6+n=`E%>HN--kjI{;EG5R-h
zI%lkZA&2poS4yUaZ&8D!N>IPwe4~CpiNV2Vl7vA0iStcnsP%l4ww`icJBT~%u(-pH
zSV*dVy65bn$^yfV-t(h&AaVVFG^O}L>Pd1D=Os?ijNrue15#ad-Ms`cUFRmQpOREK
z4;_#YB(5z8ba;$jhsZMTC375^I0k(t+d}5?s7xfSe~|<@29fWOw2trdpXQsK#2H7}
zaUqP4Kh|i)c}0%)h^aWQkPtflw5ZL}5kOimpkD|etrx@x5L5c|%z6sZyV?}i)S0_O
z)y%<V)q#=K^j{y$$ks>4&|aYMskJqAZrj4Na)M3Ux#2rh50(>|9tbvt0+OJYzcRG1
zUOgr}M>qQSJ;{3Ml5k~RV}5wK8Y{?5+!?jN#GPRaOrCpQ9K|e`0*UUGaTGVW6o_5h
z<0!Tm3ePZ|JuW=7siiFso}t{rL>PM8gYT*fE?9qoo-=yhFnu%-?xqW_42LL=Jv%$K
zcB14>qbAE6To4<^USS%9v11E(G3%sfE}~ap2_dF1C@gtl?}r<!?@O?KWA%hYA)i9T
zCZA%pLO!KnTljf>{LX@!>K)k(5%7YAq6aag{~#K8LgU(Mx+Fjdsk_jGkh&6s9C@yU
zAa~MMXHN@<^^nQ^^1w($!DFn86$ObgqKCy8(IXb(TwArkJaav1EH6)UirkZ;^QMM#
zb<NVD>(q3q8LXJ%STRLn5D1q@2&`DdT=Ts>7n(S@lnE-b<k^w*_|7rJ;tfMA2(GMJ
z5ZFLT2-}AC8(u1yuO5|Z!Gyhz341LJFGa6N2uyg<HsQ5%nUI}R7&XD-4HIG^PM+KX
z!w&k|OpF~m_h#CWU2wS=axmm~$B^Hp+USckNsC1(<#MwqMLMGnQ&iL$Ncj_Y3@eK}
zOtB!iwrW9O#jmav-js#-uBxYofpNav^9M%~b9K~vmVzy>O=G0iG^zSmC4iYzW@+N9
zt1~4LmZmZZAqAb3xdmpOywfh{^{JbO{`p7uZk`1uW4>NC$5dV$6^kU@Ly`ci6FCtX
z^Z2=V|K(<N+73}g-nB-SW9<4siXBUMeX1qHn6X!vjtn<RC?hdQ&-LW~#RByatAYjU
zqyJ~@x&x~!mcI9fo<j+QAQDOd=@39lAmp|LP&%l9N()wkR3AzwfHXmhlogRCMG&Q_
zROt!`O0m&Pcs?7V=x0~(oB8cI_srfKihsn*%$zA(X3x&d?jb>Dc&_N+@B+0l_k|}}
z)q2O@$NEj$gVpC}0g<cEl5aaFsGeUuG}bCSR17`@DGJgd<Zdagy?KY~h3D=liX@i;
z3r|`UMH80-3(td56dhd(yfhn{^4Q2j1Vht~sM_28mh-ACiS(=TmFFVYm=P=rYs~ne
zyvFn>n};FtE%`^$DmuN2<z=c=(p+9<OB9wDBG$``@szW?d}>XWPhe%)C?Ob*>j<JP
z#me%rB!D0IaHtyFHZ?I;BCxPrk`TCo3)Ea(4e}*p#PlD}|29??Vv6biq2z(-9|^Hn
z6$6a<wx5L2yR~PZ${d&WzIE3ylHt7dK=FiOdPz)>7&x$G34tfBrS{BB(<dl?AF3CW
zdQ5avBS-*@Fa*E|1A-OBfWU{9V3GO+g|<PjC{IY;U`KD;j@|}_SCkPF0y}85McOgy
zmUfT;*kK5O9gz@wSuwychAyKJ#&}*xTV`#P%E6GewjpaJ1|70rLSV?gXhRO((hw2=
zLks~h#DHK?F(9yEjcbE<-%$Or?%m{nc+;_t#w%|+-W;kIli1;6v|%0<Ac&qv?rKs&
zQeiboln~O)UQG-zlqs#oZcGb#3k(m-#b&3ad>(Q$!g8^kbdv;FPG~%1If<Hto~|q-
zMFlS8EkqZQLtciEhXNfrKe6ADe#@~K`yG;l_2hSc1nbER)&=XyjN!SgCtxQdtYAl}
z58Qq5DnAT13&U&{MzL|yJZ-n9?TyasY`*_J3UOGQWSbzVvr|Hl)Y&v#f2n(;z{IGl
z!ydqey^pFTzfv-1SD7w%sk*!9J>gS9roY*3Jjf&A6H+#u!}->r9}?>58Lo2(ze@z7
z@c*Od!gn9!9U;aUN6fv1MtUM=xJcoYlVn&x?;4@%4GlGll?bpWL^y-fRARxMum*Qz
zaPF66;NE_O);?2Wz@9K}24{dogFm4i{t+3R$&waAp0|a}lNbmgjGMt(F3}J|Xh%pm
zgJbQGWZ=Km=6_gXz@IQk<D8NhuqI5Hb@=XspCuVs|6sGeW2ERluqKR~!YLxr;7@3W
zKhif<B?VYl8mXJUp~QeSVUWH_ml$v*jKdXoA9Rxx;M&#Znk6ydN*MR<gP{@))`WIg
z;}t5mX@KO-=QPk|@}^$)T_p`KN^Y;5_pRX~cf*h9x2TmYm;dSHZuqyEyZMBP<qOt2
z1~@MS*uO{QZq`U++}zE(1lGBm&5|G-clNxk_H5?u>=(5QDSWSJ4>b|rg#az_n)5li
zQD53qYUIhZz1}q=^~b?KWp+}-Rg%A(zd0?z2$ZhPm(gCW-<j4==Wpb5cK+tukw*UJ
zo3JQ5e<L5!cOGm$m$uOQTZ%H1I5DF{^YPneVJ3EN+w855ol7IHII(A8lL?YKu6R4C
zV~BT?I%P)PKx;dxV?0Jlosyep<WQ`~sx5UxW~ZTqAhT0@l+NrJv~FgnWo{3Q{xYqL
z$((NsRc-d^Oec~$#CO*J(w3TJ$kDh~+c_GkevHZ~QRxwN{j0RsED6`?nF{-w$EvGe
zr}efbO1*gdWQ~&$+!H!#6!sgjm>)RAS5=KI=BuEJewS9nyI_<m|6N+6<VEzHIYs6$
zCpiGeNY=O}beV+Un$WjK>1#sQNlbV$c-M>)Ntmsq7*B)+OzTVpz9!VWY?RKyERkI3
z&8o5LwJjmGxPam%V9qF!f;r7tya}A)UwEN7Gb-|hV%11}Ip~!i(w3Mlj5N&gAJYa|
zzX&<{Ajee!q5Jt~RKdl4&+u|@sUs^^Pzd(*d!MmlN0VU3m%w4>r@PpAgBmkhXJjfx
zQIvNn;28~3{DR;m0?x?nn&*#IzJ9NjH8L`iTyHZk>uyg7cYD@-EEL<!j-$EL?^YGQ
z?^La<m%*~1uLvu}*P<ShI+LTBr#k$eHr(ng!PqtSmk_*l_9cim0U4Pok^t}e6GrRJ
z*8~H@o0f$Vf^Fj~)DXOFT+A4;<Lb!&c81Z?M?>*+0UqA(4W@X%kA&D683WAk)!uO=
zi!(A~h!vk9_*`lO&5zrfAD0;HQofZCX#Uk`9rxNeTJISzGsTT8K-`PC!vupnOo)Wo
zrw9x%OgQ42fMm?b(Rz>4ceD!rLIJ4JdW%wL4C&&GS#(-Wg6K|jb1~_X3R@Jvgdi7V
zK%hdiF<NBJF^)*=PO{{q5cy<SBvLVBBms6O)N)A0bmW$E`Wh`YVvG)U4Yg%G>B{1r
zi7`sCm5`&{F%&x!l7XGcMwS6bvXS+GBiTq&%t#kG5*!`qzNIs+1}&wX0d55y@F`_s
zsQROlhAk;Z-;dk9^WOMe9L{qEeY32?(%$3Cnr6ldz~<~izV;sLk^t$f%lR>C(CJVc
z4;jvPg8mgn@LQMwp|9fEqNm}Viex(+5c#SRMNlP70N->#h(Obw8l!TG`c618FNxRA
zXfLV2>0#FybzmWIMqRVDGr~=vr<k>LM(+z*BJkBq>SzYOo{}g8zKB={zKo|3__|uc
zcg*T8pMVRSBq11@&l7}Z16hi|*K3jhj$l!?c43Po29dAL5&}o?PPTSoTNxu9Kv({^
zF|3Iz9Du<U4j>X@N4^X&X5Ru5#*wd=)zW{`k`-<M{ZXm}^)K7%UzQm7u{>i*DaSJ)
z+Tu}TuTw7NqipTQ@-e|ptsv&G!e9<73<yGB1_TCtV;F!$N~+We`Zpe{o4>Jv;T5EV
zgh2ncrv9C7sXsA?{swdC9|^HTUIv(r@HAkVc2>*o31m_xN$p_Cc-xZk5`&&tAR(~i
zWz&*{x3q+q!xDozEHNO6c^MEGk?k7ceK}jlyyj+W=l(qPF~_{dX6pszqEr@B=o~@x
z6mnx;ze*}BC_hOEX=cZ~3^0`WK`Vn359i1%TR4`M#BpNGLU?I{XyFKa)sqBRT4*#Q
z@D)7=Ymd`QOO0{b($eExVZ62&?gML!bXtyBtSux2Ys*JG%doaQ#)@EVd5pwFtu0_D
z_oiS+!6HPx2JypSGdRp<a1<Mgdd(`4UOr}6dW@=PwXdYk*7l8z#|I7VX$_`N6MDm+
zbptW<V{^wIF+Pv?>2$T{eDmXKNuSuFwMVdsq4ejOtp26$xMS3uEQU;ZChL9rwg7)U
zfpJ-nq|={a=_+$;<C>6oyi!6#)w7=OwJ|`2CDPt-64OrOKXY2ppZWZ!@4fVAApa@d
zn*NmIKaD!jpH%+yKL7cU|2)u<{@{D{U-B<}(ELB0=oda_o#%e~g>M-T=3n@h?wE`G
z6JJ!_{2=|pCl0%GrC<0G)`^Gc7rr>ss~i2o_ZE)uFI>dGq6huL1=o*f(l6ZC7{eEH
z;L4m?{0sM~B=PBg+@`UCf8mmaARmuz(T5kZb^H^@!OQZ&L>&M9g-_1mDBc`CiGX7r
z@dN1>YE^&Zk~mb_J;o(RsJu$$v^(k^u5eliDW<nLet~exD1Lp%Ht;h4!p>kX36IG-
zFh-5N$Cn*LU9XO<j%%YjH1N%|)^WF?TUL)#<beWece_EcmVnX``}^;zq<XDwS6>BA
z_=>4j4SnBPZwd<i4&-g@+h~Gw(){V_%r;-)&BaoD1wB@dd<L=AZzTk=)tqs<VE&xM
zT<;U=ss=Xo?Y6E<FmHKFNJ5O{YcvHYmbz(pfW8b8KVF!J*PUYHbxf?H#2|V_m_2E}
zmR4PfLEwro2wYj?IgVO#UUQoF_erXxMa?^UY{p$A0*sr}V*y`7>v4$zW5Ni=2?`<9
z(UJ^054TxQlNhijj2l9IMWVr<&<=kmg!+W_wj=}pbvFM!5(EB(q3CIXs`)>ECF`g}
zgFm4i{%-X28%YNKU)ubClNj(P45Fubo)`TD)`W3bcbpjLW0jQ@;9B~5-IFyX23!e4
zTuZC<?fsRlCK3(SgmzeScdCou`FmKMBpLX(v-$Uu81N^I8&mEt(cn*LgTMcZf4DVC
zl65@Pq@%}XKUX5ae*E(sMoqPrNenm>#^H>R?|YI0N^h~b9+DVvB@9BoCnW}43FB}L
zUT>73iv8@r&-zJ{f%O%e^}iAW)`Y<TFFYZ#7YXCA#^xcn*-9bbnQHw!e~~;{cZ`ow
zvv$T+uq2({M4TMQn}}|zS0R61wWMnxpE~l0zd$Q`!rn=wvT**V6ZhrcW>D)Idk?w4
zI4#`?;=Z`=HX!YA@4Ia^LEm@VMxx#D*1Z#Sc&pH!xHxa;2|Bz5t?*KR$9R3`?b)qe
zo2&I*sBCZjD1U1;u#ms7ni1Qvh&M1n$9|t;_EO6<A#ZcXhuD=45FnNLx4*aboP;2%
zIbZ_E(bClVmd!h;3WfaLA;yy26ymEFR|NNXr%llD)y2y5cjJ_@Q^QKwQDNgT+`)Uk
zW^lZ<NQ$l3!`I4MDIri~(F9erb}+-FMex^^lFu%rGamjdrKEbbr|)C$&KoIbe@`k}
zxwuSUj&;o7_EAO;>!bmpNVWIa1Xb*{K$1yIvELTfce&AydDNF>(z=)3{v#hi0GOEL
zvRgxu2+QqnTNx(cvfH~R(l~IIX1vChA_%?4(h7$Y@GGD2EwUO)Dr_O@(RY@PH7cWa
zweS`4(yC6ohZNPTUel^pD@lvJXv>LuFWQDNVi#u&TZCAMYrTq1Q>{m%co2r}Osu1h
zRWDoF`cD*k&_o^g>N!zw7@xfzQMjIQS`;rWs++Yi3iFC9CG$x-1b;h1GFzsWQM+6C
z3UVv)HYnU=eDqqae>K!744Kt2wVYbi&lj@xNZEK};`10*JqhNUV#AMO8(W7Onq!GI
zCn~y@bdb7QyF`9fp}9ZF`bs{C4!op0(7Gfs*aQA8A?UzAT)T0A{u)!<v?GZ-TDQa`
zF}%QwFu44(aug<MQn(Ls#Q+oBN(gqEh6zc1gVkcC1#~NK1Jg=)kb9+k_8=w=uHiKp
zqlGWHEld{^B&*Rwd_$~$k`)@a&m<ix=p!*`+;I|u1{vd;jmCYRDQ;>vaYy6662*%!
z+_)vzI2iW=Z5n+Lw<<#1Tel;w<JqQVVjZ4Y_CU4_>)gwa4KM;{y|(u*sE+kazsEW%
znV{7TYP7lmp;mA0nG_z@IJEG{<a;Yo;?Z}vN*?L!ZT%v7qWQ1d&3{#5a0_z5$&uqR
z-{kP9L-WTn#Z8-^xTE=#qIeMoW4nG7COJY%gWHjU!EM-pFiIo@cP&>`iznY(LM3iY
zEo>PC7`9g;TCj}O`(>+-)DrFX_+&k7AD0*m+tCt&aWo>rqU>8*MBLGC^P+eW2JQBG
z6lQsZl-0K*1?^_ofOd<7*ta_yV6;~6$>w-_W|Hqk>%7zrt##UNt<w^N*7`pQL2F%g
z?by(bZce|Y8N?io6+0zzz!C<Hl^BI7J;fZ#<(T58Lz#G?u?!P3+mi>C79d1cewr`E
zGU(7&CnDOa!i&D8*8Ng7v{m~ldStbi7|h70Bm`~sxNF8w-=@?lb4x3TIoc{aiWOnd
zR<oio(_JB$_OowC3fjsr;isHHHKU8rR>fj_S5(($`6^fjF&eDR6mxKmzLfEtbx`Vu
z27BLbu=gd#Gp$)KLmJxabc87vZfOcJM}z$;nS&Q$&|vvqh!}PrIukg_rwdY@m#hLz
zbkp%g?9gV06_|_$1Xp^S5KfKmahodVkBnsX^vk}nR+`idP1WQDJ+_)i48~R`31Ry@
z?W3)D;8s?6ny94bY4B%7a`Td8wAP4741KaHs<lSlh8)jCUm44=1C134DWM81q)?9m
z=E3D@#9~AI{)a?twTU{MTxy~YC&y3J_jeoHfQ}DjJg)9v?3-wA+HimO327K2VV?;I
z_6bub==-~mQd^WusaFy&^|-$qyJl2_lvc;L`R-J&c1|teO{G2SK3}35vD8;yYyj;m
zy^jm_Iu}P*dRJA2U-R{~u1Xv(?sa!|_LbgOBnj?v%`;UDWbAJ|1fl&6>5VJBk1z98
z^~O)tcez$v?n|^v%SUjT^RDI8Em6A_D?t+CE>~9}`(E$jQ*{q`rs{iqqX@1`jd7Q&
zVFL%}<7K1Ry30Ggt4`Io`Br6h5UOv>zYy_nJ5@*gS91&k-%v>-yZKJ<ZLj;LMD%$0
zPVdL)d3~q%6VgNsfZhV)G$iiy?mkuD<17b&TD;m<!|w93>T*hFD|rMxZw5@<HnFep
z?kPm*LD1<9-z!$O1V{A0eTDZZNrL{LBO&PjSp?Djk1M>F+g;CBcw4I_wR?|ubl0zx
zgb`hDU(x-V-SxAgy51(3E_tBq4fVO}6J=94U2n&2>^r<S+r7V;xuN&Z@h|lLxf}L=
z!g}9qv-jOQynmUh@9_Rj>W9AnSwNgd#2wyOa_jq|8-2;)zF+iYYFu*cv>W%meSP<j
zLWJ)7k2d;NTE*zeaF`;Z@00bwE-XpV_mw3CeV;^-@Z1l08%)!eb~llPxU@UE#~VqS
zh#t4^<gPzWPxho~k(1pfC?|QK#|@>CiIWZBD2q$GTTau{yd^V1NB84j=;(fA2q*TU
zr}>&Kz7@H2^!guD3#h`S1{P9h69(SteSVtSz13I8nkW@SmyZ(=M;+YZJ!%@Jd%T?P
zqz?SO+Hi#2{m4!83#hBxe8s|pp!{~<UC9fG<Bc4EeUbMVAyf|nwVfhjOC&gA5ZIS_
zFO(!01n)=)2Ehh`ga-lLGCyZ%S?~MP^a5~f@I%F|59K590_%URAD7DluwN2JjETm2
zRPMFM#D=IbVH2#CJTN8<8^*q!-nzITaa8BKyuByvA#s8UFeI+=FARxmxeSTTdv^O`
zJn?e*xB11WIA5a%%G&FznkW86^8QT@%&e$(ecv;`l|cUtPd$u@;sWC6b78M9(NkDu
zuJ+Z}4Q0OqsAA(%<5jzTz9f4TG)S&VkKbqjG|{bAR7lWQOw#};tvbB#E2?H5_Z3zj
z+5b$m>PpgxL6NGt)s`fv@yzxVFH}Mbam=Xufv-bCOQuJ2-pjwxocF$n85S>RSh(#5
zjV|9ywcPJpY|b>g9>0kyTz+7cn4T}js7B=n*03_AD%_ay-327fF#GQ(%g||<8@Fa*
zHEPrRqWThV{YF(zy>-x+ko+vMyHVq&>E?J?NYt~d-*I2OYWShAjWt5zB3je0A0H}7
zFvVs_2&ULHf<#WS#V?8}wp>1PgDF;TZ)$w3q>GqgL9Nfi7vXh1)6~)xKEHUSwDD6U
zi=~TvA%iDguw;vb`(U8=sY>3BFKVZ|k(ppfoaA2^5-0VLFr6-a4d<FU3b3$_JL;?K
z{qaS$>Zq@p^^?>HGwO<fI4#%y7|p0}av1|}9P`x=yVSpr`QnrFO}}xcr|VYwPDluM
zdM_)Mo(xa!i2iP_pDZ9r(BI`H1pS>zkcj?PMK<^>b$E5-atcnhfqdu&J<d4*tDYo`
z=<=3YrP|Z=LYp`}a-p>eN=qJas)iNlblD=|PR}e|yplIGU3YqjxuDaZ;$P_Wr>5U%
zrCoB~M_(BE!Z*$Ae!A^wku_H8!#!Sjlz>p_;3Exts@((pwN&<m`^wYq@%RQ`Jyka|
znBt|39=%8<srGNpFQ@|JQuBJ}P3Ij{S#@r2v$*8>#K)ZPGnli?><t&9-23{iMG}ll
z`&Ui3Ka}u>M3K7ohZ0s!7rDoGNDKZ@!aSz6bC33i5*AVStZLH6S|HiDepl*)hMzHA
z6xV;w524Y&;9qF;FLG;id@6w&J>or<+Pf>hlAtcUr&CjC@5@4$sP_IUm-a5dyIDR}
zH?dOzZ=M<9_Rg<Al8}E!WTRhW_Oj8x5%NT%Tl8djzM;_*X4s8>r$o7p9zR1gdPP!&
z8$A!xnvHJF(2ZVDvT++->VrnVCL2ASA3~#N@Gmra#*AD>IvTzGS5(s@Um_HIT$^X<
z*g&1HeLbx1QU`8+>mdob_<dkGr=*Lhi$74k^31!N^t1jW2~Y_zkZj$W-o``!;~S=?
zMG;I66Cmp^MZm(oGnA9{FRD&o_SI0&-&ee(sR~6+%6T6kMl$Q4KOr2t$lAzaQAE6r
zsCe34{N7isY+nY;{_ZT*bMKhiE5SHA)oql2aoG5HYnLQIVeknFfp`6kAmm-i9-M9X
zSrQ-u_QMPnY(yvG4Fnga=9@`sI@w(W_+n=2Tx<cxh}hjWe%2`=nDuPacxrcq?tYL=
z5siw3*hd=-aArzsYvPc3Z)%AC=Uz4ClL|rirZaW)uBpTzirz^=pnUt8I>23Krq1#{
za5E#2P$urM!r%@oA|duwQwA6T+r~2;GZ0hzAI&p9fc+V@57&bpr)k2sc_^tZx@`_Y
zbho*u8{U*uC`Mf+AvoP&K%l~knOf!?vc{H)8q`navygc#EEC5YzL5l|L8Yd{@dl&6
z(Ntf~L=CF?^Ng>){t(?UA&#q1jj@W&svPx>v8X~NF<gaOvJ5K#$5Lh%{eojDqkcN)
z^O>(r2ub~LXkgsDZ<`fTS1S5Tsq52IYjPn@O?{vt%HPc0;GbeOV6M&phoi46ATcWQ
z|JvSX*1=TNUr=Z*$n+tHmb3H$s`Od<l*6M@6g^!E9CH{EMe&?V0jD)PieiRK0k37K
z%flr!OL(mTb5bpJmWmtI#XEbH(*8?6fvP1>P36h)^$|{MD~pBG+A~W#tt+K_G$<Ql
zuyk6rrFy7L!WR`jlwde5-__v_)silO^5Jr#YSw;91<!R}LNFZ95X83WXrrgpSF!$~
z)}N9JF5uT$+6DY7F*w&y<R#I)Z~?I|Y5!G>F~WcC;b$HHh4D;WG4&0unED0;RT!@o
z@i(#zFy`IQ)LC3l@#8G_GYT!FN>D%al2$(?G4NoINC?#L`jYlwm0r>wtotp^Anq{3
z;0`kk2tK4>LO6xur{=OPz=srGk{Ut#=`X3D?r)kHYan>-cwIuE{PGCpSKm^3V&1U}
zl@3T&(0zIY#6HwufYAk0T?6nLh4b=37;xHd{?ihJ=KonjV8M?O7W~2#HyuU99nEiW
zM}|}~=Rq{@E*e7y84Nh#8i4iVdvY(lew?A<$-eyLEWLg-o-KwtCQk!`*pp`veL-O$
zUkBAjQepkLS3;<5?ZXTP7>YEXtpzuj9Ttp5<Qd5Tf(M2L;~>LiNq|L!MlTLBL{GZs
zXX}FuV{Ksrg)m-145xu5MEW4dUMwLb1P2)^aYJJX+0Ke!3E56!a*ubW{4mf`|E=hc
z$Y$XM^{q<&@z!V38mt({1jN2!!>F9Zw*`_^yGD-=wk``=y=;6vTQ3{`ovo-^HbGs@
z|73eBW{&7gyv_bQTh|fCNet>*34=o1@)CoRS;C;M)nT0-?9<*#kz`=qV2)<pLSn$0
zFkt<F#DFzn9M)Kdj5gp=cWJg*hJv+d6~@c6q|+s{he`b#y*!U#xmbtBlP2`?Jg+!i
zY<P*=P%c9s%SOegA*M=&@o9+J62gT;F+^kEH6>9va`#rgj0fi3?eC*@A8wn^nk?~H
zs5VLnhWt8$*jDpgTk=QXG3$V&f~(m#M|=8x5(8IrMnd3fPR`K_)j7rp7c-v!Z7fv8
z6)wi$3NIN6DKT$ZN)5|^VruW6qo?*d;>14X%{lNX>aEg#6lcQ3;&UAn@ePO?^w02{
z6Ff;334tfUHy{i!#8sNB#TB0$76(t#Q8Iwcc43+DBu_{J_9ULGYD1jAwkp=6NrDyK
zGQH<&Z_?8i*iHy!Z({T;yonr2j=AtASLbMNa+RAO-ef*218*{)#6)=$u#=_RU`JK4
zU`Hho`1V6jt~3O@m0@-(qu9Mk$GJG?S}DzMo?h8Zr&k{GSi5Aq;LOSa3Bj3_U32xB
zmF*Iv&#aUQJfsF(ez1W4(nH>$zm0WPQn8mSA)kXOXGqQP5tg4NJ-o^fbG28wW1bi%
z@G6AC5tbqn1Fu3Dc$M$wx<^>5N-A)!G*5GGC^6tn7?k*@OAI&@MsT*zuym7TVBOVb
zoh30~O&IqK%TS31e?mL_-7_q+BpLX>X!BnzG2l-a_YBKh5)J-@cKEwzSoTXY@ZW3m
z|4d@QpD;MXa!F#qnlKJ)oMHJ}Qh@94HrIkGvMUMWo?$5^(O^wzhqZf#rLH6c|5{3S
zs83>`HDTN{ENvv3`Fm=q9KS!LmTZkH<h93);&UvjW+Uymz&_Jv|BQSd><NSQZLGwA
zbEe4|=U85mRNy?%=DbQ`z?m>O$FfOcz<Hj@**(j0RFZ=IVVnIqi2-}UV4z=?7_dKV
zvd7|_+thU;TXde~{9OAyi=@+w^QO7x;%uL1p(pHhx%A8Qi~s4IXW`#wJoyY0%jJ3t
z1DriKc8%@3`Nvx2n3V&@d6vJr`TOUoMqpJg=)Y5~|J`54sv)V!F;!7BU#!=RPL9WY
zn9@|?R7-=G^{E!<hL!UC+|3Jm_)B}d<zCjOS6VO^sZ$xj);_(`R)F;Bl?NpRheq1I
zY@S}}payQ8UsN6Qr&*R{DUPsYy=)v|=@Zt(KEh%=<{n`gDP^Mo{doz2HX~owM_3G6
z9OQ7N*hg3lDL7w)BP_4pNIClmi}4ulFFO9Df2hY=Yv{sfST-3DKEty1WqpRlpv4)M
zgSpXuk>&4a^2J9fPD@%GUm?Dpr~Ma9+6b%d<12>x9s2oyFguAt{~2m}fB(Z){`q1o
z^73cJNC<yP!h4;DnepQ4JwI2C8t6~<CeByum7i|E;crTmrw7dmQIc87!FPw`?S50D
zvIJv7<n~R8I`j26CF)9QOpNR;RZ_jR=8KupbiNM%Co-))Gwg3lRGzQH|4EXK8~&Fn
zV)ZXMU*udK;fL@R(~W=OrKsEd$d{rrG)cRpJ+3JHUsCzsrVyR)av)U&w$Y~>@S$X*
zdz_R&A8UwI37s)WLXZt0CJFjxqiGVyZZvK(L5B3s%-X9DfzQ21&APu%4b|b9_%hz-
zsYN(Dusrf9?~?g?Uq%#gqEaSWU_7;eeJBv=fml^!gulGr=15}gNuMS`#%M`^6UBEZ
z4zX}-b3U<04!%P%p22dQ^p{GyIfBy??BodcSSKVH+m;_C1n<}16NI)cWC~{nRPC;M
z*~Dfg-z$2vlJ6B#!|}`b1VuRs!Dgk*D|)k1fiYsU@(D|{2b%r{1#!h@#o&s~N+iTi
z3m9N*A7V%t$E5BcR(#`8XQ>WU?_{gqNn)_i%90SM{^Tn<qIS<KDrq&H$-0>Zabwfs
zJ+=V`Zx|2>vF|%Fz%Zb_YXCwz*J$o>NauU{qA+j2zNM+dDS>rTS@hSN1kwHFrUc%X
zRM?2^mJp-_3<z}C@rsuDCYfW)#2)Ojd=@gl3Cl!E;En}iI3SusEr*mqbZ7tbir#<y
zX$$*C2;=>iF+{Opl0)1v6&ofJf@sb?tRGy>J*)^^%{>cpaWzz`^tgJfYtT|_Y6Z%w
z7q@gSq>9Y&KW(~vc$t|G1!L8kZSxaV_rYmTS#6|+>~9L+D<JlzYECfwp~!DeJSu2)
zgs0~M?MWV4pc4Zlq9~qoDUcYL9Yrz2rGUR$6Gid5O96jn=*)xW;RRuT71Ulzl4viL
zzTn1Q>NtypmpZk8*S81DKFkp5pqfjq@MecAz;h(nyb0-Bi9%S0h;>-TcnV>ei;rbI
zpa$}8_2Ldr{_?jb&PxXHas^%`tsH-a5uBGGx&d%8QYA?Me^LHb?dr-)3=#+_62kt%
z(@<>~=eNJd+?27x-JN1(q`UK!SA!<dTdTns&LR?G-;HE|d7^p}SzgFn`c<6;#ob5)
zrB<-uY1@LQB?caEf`q^V3MP;R^FF(?u($22I*l;tmWDj74Ket`5CekikqpS7{=U{>
z3y?y1Pbw5l3$*swx^IyPEHuX@1iBxI*8S64>b^zmZt#chkq|qJV1UsH^yy-|6MlLj
z<u$9oLNUb9{&^Pa5tK(_(Ef=Mf)%IqLcQWRjbDx_ZZ?X%#2t&K!5tPD5L}65K;Y^<
z3-x+QLx`6fPXZg0qSj9?9ZO9Q@9%w8uQ-`fS<Iat1hJjRASa3Ntfaz<Ggv}MF*}K1
zfT7EPg?icPK^F0{LxQpFER+l&_?56=g#I>40xUb!d`KchO*-$|g?iapV+(sl2;*hP
z@EKTkq~mhz#j-;}u<W$uL55}Lf2;_Wo&S*-GwerixbCu({I-AgO%|In`s)(crCnHT
z{t}R=#m4=_M9D>B3?f_*w@9xug%{~{rgjuXb(aF`O!Fv;pi6;urh62{Lz;qWb(gLo
zKbSqSMp6kwWgafpqVQVN5Z{{63y!42g5&vB)l>dHCEa)7@hlLl%v7~bQ9;}2QJrd(
zwHPW_n%_ku>2gG5o@YyS=~ehE-dz+?)M|;=Oo_uvu}VTP=vENKR-g0DOUCsbX6=(y
znC!b2>B+uJVz6ACln_kz&#AfiD$vu65tDo>|648<UgC;LZg9mUkA##^|Nh=A#WKK{
zUGI@Fely;>$jvtwTTFtS<q+yyi?#Ze#K2eGEg|r?6;;l9d#$*#NUs%DndqjLkN{X>
z2!JI91Sw||!V6wO7O6iY!G>VX=q43|5nXK~x*8bHI}ef&7|}o4h-YqT1POo<h5#55
z39(lV1B_MULDLfCpI1rkV99dZlI0SE?s!i^V9C~KOLpGOk`2%K;ytz@27ef0K*A|#
z0}4Bqx^{TB^0ZG;7mvml@@^tWL;Dub3WkNeuPxGxh-ZlyahO)uNk@BHg%^<oNrgqE
zxP*{`_99|{G0clD(Tm7+vWyoI5{yM8O)`MsrUcP~v50h%1Xx69P-78^o{sI7=tZQp
zEv)Gh2=lzA8{k;6;)P6?f`vr-B}X(C5)y=k<O<JwEF=?H87w3dNL1890(LS~3U-uq
z!L@oX@xx#<JIrQw6dNaRwEl8>A=Tl8f311-8E<|zhfew{d#pEQ%OHdFj)WkC^yU)%
zMTu1cLlsibjA#-r?dhtz76_J8kIbdpzx`+YEv*j)t^TZp@iceNK~g)MN4g;Cv8tU}
zqLTwxBnCln!XS_Ix5RJ|+)Ehb9ZoE9^GNYa#i#`5VoNpWiV_3Pgh6<{uEc;dVFYJ8
zk940T!!2tz=PnWf&dryKG}7Y|4fcd~*t=<@(UJ_B54ZVGlNj(PjGIP!MWVr<&<=k$
zjr6u81OIh4|2+}|{)9mq>8QkjHDMgqNF#kCDZuqho9k~91FnQ|(@1$<6CDNCgmzfF
zX{54}4E#&Kru(y|#DG6x+%!@Xi3Wc{8~kw<S|>>c{_Sl3y(9+w34=URe~AHW!Z@sv
zLz*NhaKW0*bgo2z>G;=l3Tc_dfGJ@drf&M^JxK<Ax7e%?NeoyM2IKpr#DFzn9M*^;
z<ThKKs3)b44ll7&N0Ls55|%A7LkV{3h@P<D@A569U;Ixeb;Q5TNclk~maly)7~s6j
zxT&L9X61n0)KN(Si_}pmN##b!ODq!+@}y-tcLe3|dUkk;qTEqW_1(x3ZV6*omG_!I
z&KtW-r<3ks&Qi|;QWTOnvH4q+Q3L<-|IcbFakv#NBq7M;G+n0iO397V5%K7z3S9FS
zu?)8Et!Q1A87ZaCVQuV`lJOX{S#sS!$?7A;BBeA)LZC>WW$N>P{r8%*NUpe2?39ur
z#Z4(qxsh^qO38Q(DWy{0z-5oMz|e(LO3Mrgr<4{f(<vo`7Ad87bEBP+H!$7g%U{E=
z4oF(0l!)))dxB{uEdp18{DE=SDfs}Ji5{>T2A|92fwvk4yIPlXd!TQ@Ky&i}d`bP9
zq@@=``%CI1p+})WMe~7(j<B;_MvGo86!^s)H&<f=ORXBq#f(8trHX_g!IiY!oWc2H
zF?n%9x1tK}m|sTuzn)p3fZne8m#ZCJ0~OTpB7wN%5HT~SatgDTQ>2oV=O(>cO7IPn
zULBX~q}TnD+MUwvmy0Rgoy_1fFMg)Ar?j2)YPnn|y)q;lH|Zr+#M@WOa*^~J%@5%f
zYz+Uxo7|Y?k#BMZ$h&aTYj@gXv8uz~=7l)(Rao6uBJdxxTM&uHXH%^BK&JJwR0$n4
zM?(Ay)9JF=GJ(GO^vgPlgY#drTn7VQC+j)Ebs&mjpGyH(FZsjTm1J!=!L{?wKyAH=
zmvq|I&xjl-3E_c~b%o_(KmV&eKn|4-R4coZ!E!jvlKQ#1t!omD+*Xg&N8Fn!yQ(F%
z19{ZPW$5G4e@Rm8?~AV>A<nXZ{XkKI&?_fdhLbS0B>^^L)mNx`XHpVl4FvBhgA#(B
zy^pp%yt7YdjMxwV%6d3U2P(;lDYlZ;B@gVtA|ZCp%K&4`Q-y@_&b|_{;+)qo$qJee
zS)q6JLnH><$QLC9s=u&8M<6?|&|CT$OmR~ah&xO$xWj}<h@JH^z%XI3YXY)f6;|k7
zTv1}pyEtow-adXJ)kUuzC5Y}dH|zDaq{8;`zY>D1mjQte7j2nGU76T97FiiNQep|B
zWg_cUNfKb^NNtC#S9EumU#WMFi7VBtYrc?YW!Sz<jy@XW6uUe*_QO)I`|hTVHTI01
z*)n*V&a4JJO=l8f?itC`ph)m&`vAVU{<7&`#&!r~s&0eR`d9;`E$mtf_Z1L2gL$@+
z+|khtE3SHV>NLfgD9ChbYurkenaAITOvHyh7DW-f5+*>vaZ?n*#xMcg)R8EHLtz4V
zDMMB6p;0Tfm&$Gs$j}Z-l4u9@#L9@3OgN}tSRx$MKP!0!tE0c3K8nH8K|LikbI-cu
zd7bDS9|H$fw^6h9e3NYlRjf9xhoeWO6}CK*3cjhdgzzXYkU$W&M|r9Qs?7Vf*?U$4
zNrOpV_jNtV>q-nFkM~IkVnr>~p2`6`QPrBUVuJs}#uz?|IAekvoH4;8A$Ii90Q2PX
z)MkNp;I78&ZUl0yR1Ic~dR;BOkIoxP1YFfT38~jAwKZ%&s;bB9+E=}NOH+tDOc^Da
z!4w06@S_P~E9kSC(h7thKbD+e!H2KwZwMO*UMDU|2>Rhdv<+V}(M`L9_``+|B|F#<
z2|@I+vC)+1js2z_6ntC~yGo2zm{D?-9#17D20c+*LSRP?wX|wLrwyIHNM@p&+Cc(f
zhamuV7!W)7*x1kzW)x?s?x3QTBgBS<yb07oylj+sT`wDhrNW*>f9w1NaOP7ZefnjR
zq`{&wUP4GOJLYJBp$C27r7B4sK=#;DGt2oOGxWtQUSmj|`M)O3t$k7k)(&bviaMtA
z8e_~t&n|5(K4ANvmbgYp<mJO~C0IVBXVNCG)J5hb2J1%;9z<9_eq&Xze*CuTChNz_
zsHNkORdh8y>Nq;A8nFVB+o}<#e%RqJs6U8aMbPS{qvC4)f?961UORkI6ir<UEFPVs
zC_1?mSUvhjQDnIkSUwD$d3cmv9bP_CM5ap8=`|$Z>Km^ib676ckXKjp8q&3FS%%2v
zqkvS+Esa<%!Dea1n-Yc62qIQLU7L89p&TkBk{dPa5MFc2al03_mdfX`<{Xv~yjdM2
zh;9T_Mtmg+;2<uo)(+y5#9+bsTSD+w`3JQ%zYt$zjPMGt^1qG6hPc8j7+i7jvSf<s
z7>H@x&@$+FI(jdVEPfw8yIPb*-17zra)v0>PkuwIpDZ!t-+IML0JLxZhJGh5_J&?(
zS~0~<tsv&G!e9>HW<XFAVL)I(tvA9JV2v3gHG=XZY~@E77+z%NNC>o_6`}pSTWU|-
zp}oN!+DAg{{FVWR2}4~IP!@4mss$4c*d`p17_2WBBm^d$jW8kSmL?E)m|$>+2?hjZ
z5e5X>zwc^~{m3bDL|lb;kOn8Yc+UrF*1dslR^>HfP+`&}5ybW!;cQkDNrjcAp@d*4
z*PWG8-7>(?qy8E#H))NKTUTWlxT}HHOEQ7*?qT7`Xbq7BSX*fPBBK>O>jtgS`;z{)
z!0uY0_k-068xzA}U}cd`%dr{REE2*iOUYu~M_5@_u_9PmR;i@+0eL*1HYVUEgSX&D
znIBGOm3)_<1(!`>E}J5`IJvB}A%XR|q_OHf8>ry1j>_gh8ta6FAdPi&jXnr<SYkR1
z4Qwblx4<2qJNQ548Aj*#zLx~N;+2q(z=F%vq~Y9^_f0WU5QMqDMrS07Nem+JghB4A
zoWvjkPZ&ht|61ebt{O`!aK7hF&AGY6fHPqb+rM98z?m?Dvz@zoT9SeFQ#R}25(CzR
zanC?amT2%Nw8P&`UM-bm;J?u3zfNMnpD=FnYKKIFKcOA|Zu062Ne2F(*!;hg81N?y
zl2<=V3|JG!VU6Tf>|2ptng1=_;H4!7TnXbQuc}HkSQFY|?Iy1Rk_=imv-!7^81N^I
zo4o2K(cn*LgFlj2LnIma4+8&2hGAe&2;{D2$w$DMFb-$ruHKLoV7k&)dW*z>D`9Z{
zX}`pPD`6b2Zu07aBm?U+HtQ=A1J;DW0RLNJz?v`)YrO2`HeH>FCMB<aSYs!zBptu(
zmG`VM-}UU=6+K|T=2c%yzxba{?uvh#0q@I9EZ+bRGQfE|!5bisJ=I}W4%p3Ir4U%;
zu9`|J@<sNIT8-9<KzGJkox6f^c;EVAjm}-=Re`OZI%>m6iU%y&oTo_H&dg3KS5xvw
zim2|(f#0m|5{z8c;}XJerJnAZ@72n6>7e_+<=rG%Yjy0cfJLRkfg+Z{-_2YNUu$Hp
zhK1F#GgroA?qR5DQVC?P=12%qGSk-T!%zk-5+<$`J9A}7aWhwM-bgt+b7ee+%+=Y&
zfx#YYr=bgHuJ#)c&Rp$Wt20*yEizXpbE7@;T3~?57n!T?BrP&m#5dpaz!xShTV2kz
z+D;Qm^<&hY(Mb=h3)3Geq&BPwOfvh6&P6p*<$rGxt6C4E4z0U$ej&BHRhM+D)H*SC
zd4;q}NC>{|USyp)m-5GA8X=2RP6dYr5;Q|xO;>B3%KVk8_0!@z6-!PgUgn&-o4Lzj
zTTF_>_ud;w2)_63Tc^MG9*`J!3N>3Nrcf(VmcRF2i)o!HgzvpKSf^7(^&}TJRU{R`
zo59`dM5?GSKZF;Yr}-CNlb&7|xdE?9lbKURS#MFAQudC%9<ABhz*E))DV|%r@K^z%
zTUcwP-meC(3!JoG6>z=detDhVanB(mIVJQ?6vcX%0uI#R&F{Rk$*OQl=uEXxA@%o0
zy3_|(J4j-^WgZ#X^$Fpw&pOS*v1Pu5K2OwNdY{c;*~6oyl5Sq;I|<I|-FzM!-B$%N
zQ}S6~OB^=7|4Im6qyHg@wg-uzyVjFf#|dNSlCWOy91{!-Z@%hC2zD+t*XxaMUB-wl
z<0TgBj3Q)$h%0t123PD@A|ZAr$N*!zP=bW<&bQclz4Pt$c-l1U38@qG?``YfTVk;D
z8ZIHw|GD*g>zlq_Z+%DJ(hlMdI}GlyBNAd?i)MgfM^D!dY`+Sx*V~|f*69e_pEN)C
z5Y#TIF8c00g4kmb`>#e#p0qxbRM>wVlMtkX3<z}i*p~SonZr>%l8JQC-||_={39$A
z>7Zg8#CXBBi`ow9py)ogHt20v!42BLKZGz2=o!Nm8znjB9aFLGA|VLqrL%tUC+VyR
z{7E{AF%v@MPsZ*KT+hXo>^l&cY;}`1z?F0rkQmjmbThb;?rKc!W^=7)1XBBx0UNYG
z=}U(3XWgepQA~0v5W!m(MX}hWfKS>UMX}kXV4qanP?E<%mg=}MutaS;5=hpLNK$A=
zbpM8kHApz39F_=2^z8;-d=eGD@}9+D>4+Ybn&I^gXPbVKU^9UCr$ixuN5uMUlkpTH
zc>Y85{X_C$Xzh4)wO+4$)(?^a9NC>4Nh`-sVPKXd2sZ**I6CdTb&n)qN8m|TNm~Mm
zR<cAOfOoHizz;OvsQp+g#t1+5E$d<UvE+?<{u^8||05yxxh4aQxmSyXu^+3xQAF^v
zrA|<Pq*i~VM8J*Bl@O@^(njsZx^L8OOx@Cqk+vBIcbH*75WzDbuwa;L0U~%GNsXZV
zL9P5j1Ho%Zj)Xw@^AXDb_m;{Zw3RowL-|OE9l$fdu;2sN0tE2xd|M1JEF<x6>t!%r
zV$lAzB!o@yR9Bhr+X*743+gb@O-B+5z)E5WfE5M=F+2mp26*CFq@5k2frN#m%0}&H
zOH%u=Q!l<zFC>Gc!k9b#38LqY`?dFpk_rpSI0+%m>=cm!hB9NcGBdjrFXZh{X4%5A
zqP!)UK=>PB;RxjIl>}H(s0|Uwi<*6&oh&Hi*)HV0A>{F*Vz>@0D$;*BW@AwyIapM>
z^N7Qu@+<3tMdjDGb6HeSWl;QbU}i2W%U74FKCZ|+Vi;jtP)I;F(}DdAk9D^I>GdS(
z9lf5EeMj7cmKH_U<Q*M}X)Q5`3=jsPjE5wKBLnmWrdj``y)TaZJM3{A+F(hFz(aqV
zeYV7aJz>Cpy2OBef0w<dtp1I2QPOO*dEz_b{h6*5ws%xBuLKIJqYFC~(hHb;OfO)0
zNwj%;fcqx>E~|qDY{xsifVC)_$Pl@9<(C>`?YiqypV8I_66{<Yu$Xu4h1I~{10}7!
zk^l?PX$iqNK0y$gL~I$qjp63AA0-w1$YttN`rNB^Sz_3asO{$ixMPf6h>E)qsIMxh
z_-2WD-z6J_=h(py8fy@-gy%3=!gEAI^tERO6z=bvci<^JC%DT(-p}6Ajv|dk8;fjH
zf@m9Y^;suL03Xp#Lf|8C^_c;Nk7%uqe?y|0(t%QT4<r)qVVHa#&H8LuB;3PvNdWh7
z=eycHL^X`(1(uPbkVKxO<vpwAc|K!HQxp!b7@Z3jA%}@$FkA%5f{VD5wSbG*!@uAn
z_Pm>mivT+r@B%xEmgDfskuaO1VKzsj*f;_IX?cR1atZiP%p0uaQU89WM-O8CSDBmB
zaftPQ^R7O!@}<Dgb?F~HEHCv%l<MNH`FU0M0>M63-c5oFd#@74(>xIJY!YGrGLoKM
zh^LgA^<$usRb3+BK}v1XQUAsggU}^mICSYLp^|<IB+P40F1&*z0^c^8Zx4w8-!_|c
zNc3rm0bjxhzUumSsV%Juk_wE+YR0oA0*uFQ5)uEU5)JNzmfUyz*Z-uoO;UmTCe8hz
zM1cFIO(Nd^g+zlpp(S_v<WP6(M@a?lmo@im5&`a)iTmNSG%I$q=ua>vjAT6N8~+1V
zWl6=1y%jd=b*8?=fHPs-h<`w$!Jg2P{l)M6J*<Z$71%#$vwu=zz@9K}z<-EDgFT@o
zd&K*vODeE`!Dj!e#DG0vu#CMSG2l!Xmvbrg@uSV!Tl*vxIPbDKAD5V=2h%!wHtU%G
z1&IJ-dc<X%pawqv2z>~lqc7e1Lz05~FE;mlTSTuxZ^9t%A1^UrPZ(zJEwM>o)sx$N
zb;4E@_s_q{j{8eGz0O{E*IZ}qz&|}<FR>vO&i`}*|NPqwQs!Y|x%%b^=cCUmBk<o+
z+TjNNI}%s~{_mGm<c;jWfBP*WYT2DGIN+!yl*1aCf0GXUui5u(R6HJ@uFy5V<!!k|
zA72^3GNi^CQfS2Sm1iXmDS^=vg4p}BTlDdjB}GFI%qtLlR294C&u1B2-5kK|Ek+LD
zrLZz~4#0TK%>k^CQjr6AOG2Q>iY+<^V9+85;7YM`0EQGd2k^m-l(TaH#$(6<v`r3f
z^H?VgT{s7D!GLfM;KUZ412AZj1NbSDwlLES>78|vuCSWcTjgZ=o2oHhioE_&KUm5X
zhQvV3R_ak_B}8I?gyBewA<R9}Qc^yEwxb7dq$T<R9BHYV+XLMj1)G@KAobujww-#A
zt)^2C^U5^IubyfgoLSh!<(%u(MEO#JPgoB~f!I`ZkPze=T5mO{Z+<ULgp{Vidfq-;
z)rRK5^7?ej)AXP@XL~a%IRn~C-bgGAk`N>oMr_rIg;5gYPSIgo#T1=Hn(-9v!?ey6
zMPgylR-IVrFS#JGFz{$XY;gg_J5=wjBCoKDv3MU_&A;$Iwt8#i`&b6~3eGE>tJuU+
zet&SXITLa4BsLK2YwZ=na9G#cDIlAF2n3To)+qtf`?k;NOnA4H*52b}Bj*)<ilVsU
zQXsD&*}|%0WK}q?us<VMOK*fEop#V$BYQXjz8Tl3mD)yafQ?Z3ZQR=}%N}D*WVddY
zs=3*Os{EugU9b^4@=bIi^GM6!omOQ@iY-wy3BkL26N1oNA{m9`LKjJZ-O&Bp^ls>W
z1H*x#z7m4K&{NxVP_7?i#D=Im|JxZ!NG=dpY={i5*bqfR?Bs$0#*U~13FDw#TVln>
zOqNM?p!#B4^~Dl{fY4?Mf$HyUQ?qhX(!AN*bU<z^Q{2=9;tmrG?l2(|VjnXxz%b!e
z*93%vT5Z$epeDqcw_J_3>0RDGQeAZ0p9Im}<{mSN+b%{1wt9sn1bGDm0v!r%*E0Wf
zWn!C`BA<oKh6K?vkymId39!whwnJW_JgaMT_kG)SUZI68tl{>sfhgxPMk+RBa`Zc5
zvA-iB*xzNd5crd9Rs{Yeo5YxT1@b4(EjNpEaV2z{+Ei=4G=#l%;kg15ajlJADA0As
z{9<Zthu&q>l3D)#)_U=Pb~JBp*N$ctS<DHCgHaUkyA((`T#TYP>r%j3{Sig+i%S7#
zWhl;__4@X(v${)_c_>&`T{sf3LpPFGd#st;Bi5vnuE#3(9<?$&Ru#3rd9Z?7m>FzP
z_H|ZCdaakFjtJl2vYR^mwC%Mvlh-Qdv1$sCf_F-n5Dd8hL2N6+cii-lRG8-vzo%W)
z!xDqM!7~!FbfLes%4rqsmpFvMVscmEe;WgqSYmP;EHSwwA@&gy1B~!V7nW5|&CC}c
z=Y8Nk_lU_FsT1^n{XLbl#Ge=|5pYwxB?NKn9n3T>CTsG0+D+|cikn(O%wfsvk{2v7
zAUI)SLO5u>+%y8YgWn}581R2~2mGIbSx#pTcDUWH;Aac&(0<l2pa@gk)Bs`*0}SRc
zAQEEd4h%55;;Lx{F1JaSs=*5X4n2(g5`%u|A|Wv2fe14mx}_P!9cCEZJ#YA{8Es@A
zE@@<$WL!qxYzNjm&jaeG&Ov>vji;kFtk}t_ah`yNFInr4^}MIojaQ}Km{9WxVoxZJ
zfZ{tV8zdFhjkhF(n%Yhy7+@?OZ|u;E$9yu57p%1Rbd2z%WB|dRhXo@>ctsLm@t^@g
zDTGEzbG>$9>&-{Sw>$KT@|CT@=UM|#8n;5obS_v>q+@d0fEN_cWVNSDuv)@o9=lji
zD(s|RSWhbK%w;_RH@Qy+Hwv>MURawS2AeuzHg%%dP`q$fiS+U@hsMRIdRF^N>TGRa
zA$74tdLFfPWU#;f@~-VJ!F~r3ZuqlqAclTy?${&7=ke|sr}mt0eq1f-6I--)V;0tc
z{ydY_ztkOfjGB|hkSWh(y{|741}^K(aYS`!oXXtVxF%#DuawYG^{nT^A;9Ki<`}LV
z)L|uPM|YARKgWNLzCeFI<3HV}(x2Y^=L-M9SJOvLqhI)#cHtN47e1lfm4D&;zu)jL
zd<1srbozylgMP)oE|1~A56qxH_`YGyS@a8E06RRJe&KU0o95Cl-2Hz2W%`AiuAiPy
zzi^9j`U3ien?iqGNWXA}+cLg}16O_|@nL6N9WaA`;cWO5e5?tFF!QaB>2XIEj;rkF
z>PHk>7U8NG)QOEmeGLD(pEJzJ+vnvtKN27pIBbFtO>2H@$8K*c|H7_dCa;Nex2v)D
z__AZ@qspr7Uw1ZDXT}BBSbe$Q(8iDNROE#Ms=^O>3Kf1zfMZmJRnIn8bx-)ptG3Sv
z55_+(kvyA+?X(96{jdkeu$}JUs5XWl7)gJ^gM%UA!2whjiB#G93Xdtk?5VShs|^?O
zwNzinwXCE93!4^F>m~;uw^lJL==++`*IFULnM*TzsewtM{Oa74;P)mD`M4%igDXui
z_H~t}1wXJ(OHLdqR}1<C3wcQz2gyCBRq#Kws0K#-r%d551Sv(yQrq08>b@4tQezsl
zDxua+5BjX%1%<xR$#{m_?zf$4R^QNmtMD#i7@~Uxcj=gF8Hqu3k1&WzR+kt=_XvaN
zUfx}9L3~J3fwRx%+(BZ%nJ|bO_K+BGCXC>07sNkjkp0o5BOS^c`+lQ_)&z+F=Vx|_
z==f}j275v~>`_1crlf$<t8CWWBnGSrgZk-%5(BP;ak$3))r7tm^?Vb*l_SZ(`W%tf
zPHz+|5#US+iY_;?u1O3y^CKKarG}>Z{lQkk?#S*dzFRj%Wr+b-!cg~>oVT)h9jm^?
zf-_+q&UmHHZNwb^rg1k__l@Qa)XcV_qQ$cQq;WPa-{8lecx=F<b7<xyJs1~n$p`i8
z^>G@+A2q6{b~o*vG;d$yVruk=P?1*ruzs=b#mewMoq#R>HiJLEF|mB#{*(dEgv9&y
zv9YZ?S&vJ*5U{;?cdFkzfQ+k>TFDwD(cv(Vr=J=-j9*#5s9mT;@fZr<6@*RwGW+zO
zlQn{xjl)9F5--bt?o@%Qsdd%S$Lcmz6<!NwdmrDeqqHwFf2n3~A<+J2#T)_B->i65
zLJ-)Svs(vedj#9G;K@DEl8nTcDmLuaf!X59^LOKvvg^b0?ZB+@7y`5Ry&gPk?UNGg
ztqP8|4oe7h*tc7Cm>8-bLEFRE$~qTG8$<lm@GZ^Ds&$FWD1Mcio@zdZc&@9Q9nUqC
zLp-<q<j_&?uQ#%(p#Czr@z~fYq5G`-d&FR%;A#amzeq-kRaAmG!s^Mdj?bcwMt!}j
zj+G1FoEJj#yp{IcpmmGn@&qEw$JYkOdaQ<0aL3{qovbto;pUAY8a1{?%d#f%1`b2F
zk0kas+@r(L24jSwGjpRI^QbRT9o-mgXELXcbCgp}OJ?}2XXI0eJ(GlUZwFs6ABgC-
zxLmB}F}2zEQmBc?nkt#%o}}3lf>pk5ytj~d>K=VhlJP)<tdhCNiaV7u+}a>{;uU)>
zLG+4Nk2lNH6EikiA4w|gat`j%yPSg(({WnU6jgLv@NO$dg0a;(zefl4{>vD#Q#1Sk
zf_lWdUd5)V)?ZOP2$Rz;y_XfcR}4^aFR)kd2Y=h6H?)PB;#N`yJ=nCdRVj)WNlD6=
z(#>iRg{c=IrP1w3!FJ7PChR&52=CX_`d34ZECW2NV`@27Y+<N})m7>e?s}6t=cklP
zCIp+S52)cez`1vi%6uSwkh)sCM1EDFxj)Go6~VNXci3LttHUG)d)JpF1Wi68qA}($
z#Z8->xTDG6h~h;UH2L-@%$5i#J8nk`n%uAfO>RJPJ_t6j3<xr67o-O4Sxg$VvGEkz
z_}RVTHm2A{vKl?aH^j=bPmEGbnmhLC=DkB=(7dH31kIbU&m7TZnBoS_JJ*vE@7bpt
zw_X${lFE&%M!u=vfWh7$!9L^G?9r-*>S$F1LaiFF+J6+RU>RU!-Fj{BT~HnCnSPJ;
zgwzp@Y*3?-4G0?fn%l_uI{N5K8P8c$B`Y-YB)gF(Nemi!iG-jP7DlwfYfN#2M%Ev5
zA?_H%TcUUo24nccD9ru{DTi-I3R>H+!Q)S@7Au*1zNS^#B;g3p^ZUYsF|%>Tdhhhs
zs^kBql(+79KXN?&V>i`5k}H}jUecne;@&sMV**p$w5f<YnyOY5FT$Xy(xNa;Bc%9m
zM+%zCumJ-z5>i6V_?<%N1{eeDPq)ElJ)M5g`j1o#V`||0dg2b0n4Ai<+FdMFzLGUX
zg3($NBkY)ZOFKveT5GA~#j$43`?|3<N(6+gixBe8?Fd0*8Frwt3`pjn^am^hf_Ccn
zz78Gk)vtXQ=aq}|?%IRUo$5L-SYP#;oEYa_vq$YIlM;-0#pZ8$zIrh@(F9||e)X@E
zByZslRIv@dyRD)hh(XF(loGK5f;W@(yH)K=!9;Jq4^&dQlzMt6G2eR!Z+hk(43$>d
zwPzKyuW0PGTV0)=UP}EvB)wR2W#VM+gWQ+ayY&lF0U=Bmt}NUgy4R{M!N<F#wiH`~
zs`|+)k|bE9Nq;L%Lhx$UlpyqKMFwp6B^dCw{Xlv0HwjvuB%voM<wbLI#4klwdr89@
z6nAy6t~H>Kj(kiJT@+(C{Xk`|Y3xgkB5LgNQNbSc^4@E1(>Tje9+64e5RTG;nkkjN
zy*^N5E2Y#(=*5f>p`6IS5a^sp265u-HQr5rLLtMf-ef9wegDcS`P9`B>51xxozKLn
zV|(Y<S7pDYLJnj1;i=NRsamqK*<E=S5>J)+_0#37#je6T5qybXARxACF>3TLab>*o
zav2e7=6AtLUOf&H)Zy=fR`NT<;6~%1rq=sqAw!RYbq7NYtgR9pF%D|$CpSqFjDwFQ
z1moZkLG(BnTfKRz_uL0+&+5k2)cVZQ@zy0tO@m>Gy12M>iCjj+1xXk&B9gT(XT*p&
z6g47jq601;F(M2zctpg@CJ8rt&Yy9WyjSfZag{k?NF?lchD5^t8x4usS81PYbpO&L
zp$EOS_p4p8O_Ho+X5mC6*b&6n6p*k2ZU3Quud+Yd6Q}_{2Whlo{wJs(C!`ln&L9Ri
z>i2rO#i|Jzy5Aq3nBK#>Pl6-*{T}^f3rT{0?=B(e_lF50=6^qG8=n7zCE*R`{{TtD
z8kBISc0;W}-~Bp^^6>u1xo;D6ae0WIHWWus%SH${^q_W~D|xf`>&c(ZoY2!N`4=Yt
z${Y6d%<K2lsoAONW!2i+Ei0<4#b;Gj3ro=FtBu~rk?Y;lsI_;wdg>`}ZI=+#J#8Xs
zkwLJ0G0qB5*F$0BItfh*ct6|E3qaN66U4#n`;VEY3@&YvLQnv8Rzgq!_0@h|0QHT;
zgd<<xFZZJWDmv=*^L`!m`i!4*qFyM5I!nE_s!5yJQ!Yolb2=o%m5@52D?Z*YilIsz
zaJnI$f1w-V59Bi8Pz*)gkbmwYp)t8P`<<%R?>$;rwV9Eec7>}82%Y77q+w6BdjNf<
zCVRqt<-L_j+D*HmkXmwoN?vd10Cz)K)xKPlLdngEquCd!EJOB16(LmNs^s-=wCS(b
z=IAZV(!<S$#5{0-@)a}MCs~~(vD+D)4&0zKdL2M#6b|uoc4yFSZr!pT^tL*nd!wbx
zQuKz@3cZnfK=j5~eg>0b9REUZjJsiP{PS?%Sal_TXsFp8g9?ORu@<<}^#mxa1jMf9
zr#NPBm0Tz^(%LAHx@=_a0bMro23gAWX@{aH_PZ2_Pa6W*Nv%FW=O{#cx|n*faHx{U
zj!H{%9hH75w~<f^ap)}6s$FFrQ2Fr(219~sS0q%e>}m$fuAd`ybqm(+I7oEPz(m2?
z;vp?ts17TFncNCR^+EV+^5I#(2S&!q$KZsE6GYpGQnk9005AKs4(gZvS_Xzo)iNZ6
zU%@>=)$uoaiNg7v7K{};qCZ#{XRaf%MV#^aZE(ixcO=9vS2Mu;4o)WyNg$5@#d?Sv
zSFDYcTET*$wgp2a2K&015&{cegax>7^r3?~c=pmQ4Iu$A#1H^OA|ZCsngNC(LkvT>
zZp~APK_PE(V$M|nMGxxogU_YT=)zA3qPx&7Tl-E@q5R-02|?MK0f83()gnJ}MWSjg
z?n5!yAhHNSv`AE~RgnZJJfOxy)mn6~SNsq)25Qwc+9ILGq6qEiLMf`)zw|{RvJ$mx
z#>mAhxSR-%aMZ4mDAcY!#0J9QJjCk2;XFjba(@LMP`G>Cyl<NoRO^4F#j)tS^nIKW
zUs0?oyHY4gl`rUvHyshSW>=Cz<E+8bR(=yJ++RRq)YV}RAZ6NH9eXdmh+6+h^U2l}
zL7`pJgb%e#8vCKHWLp|VvCySJCEM00ig#TKxV7U^6d!8}&sc6@`%`U(w%m!?A4a-1
zy4Rz+<Ju%ST$`tlTIvmDB_P8FSN1#0g)95_LtfVs)amM>24%AuEL~Y&sUNaxJu@F0
zXyrddbcQQin=j)*6?iS!Dcpql^?CR_k`&c#i4uaLS(+f)Dx8OJED7Ka?m46#+C373
z!nQUN0(Wqq`YE0o4i2pyV}(Qem(7t5&2x|1P%2c$G8n@RL_+K{@dg+ZurA9Bd21hX
zE8CuzO2L3^+kk9|fj^rsAuwPb41hn&Jf!{Ef?L{=t?e-Q!wv(2;x-e)E_qbggrts5
zwpz!eN>KkJTm6p=3@<4ElMtwXDO&xnZ>j!AT782*)Hfh>rk`$E*wnU-Wq{EQG%4+F
zz^VAe!(xQOhC2`IF?6TIpbP3s2;1PTeOQMIo%XNK6gL}3UgD1R#NZAK3<!?I8xU6B
zTk^0Dc+w!kI#Pp;u>&Ec59!4u;gDWThDdEOeFhUmPapS4{0ou_i^)U@A<gVsHUkW0
z#vj(Zu)$;!uVN$^OUeex0D{+s1*4X2za+qtLhXm+@KN*5yZ5jzTiay|TPuX|S$M;3
zU@?)d$gvlT2?@bslF6eCi^-p?2o{q+NlfmGNxO{Dgk08(QqAdgwD?D2@L;_tA|UqX
z(<skBSpEAxU8}Y0j}~{Tc8wk#Y*iOzdeON1BfV%OeI(Au2cyW+KGH=R?Ii|98iYZO
zO?Qbwfd*kvpy9B_+4yHA8H!2<+pM3L7_cS`SidAOU`-f@HQuca^LeaQ_{dy<8aQi@
zq|~p~1wYDVgC$?9x3YMwMSDKdvCakULe<MwV6a?^Vx^in?LzNZA4<s5_MsNmaS1_M
zooMv+Ee0_qms_ahM(LgPn&ot3KDGOB+kDo3$pvfHRSCh^zd{h*5J)oP2z~6wV%)IP
zQ9Bxjs&dU1{7iX?hObOi9sSN)mBd)#WA?B}xmKxWjYCzK8M_rVwQ&g5U_6uOEla5p
z2JjqKZBs(&UeCw+mX^+)Lwl_*QaE&bp^4Uw*3ri5NEh0*JuPXVU>_)mwWz_zdM)aI
zOFi?Z3O(OS)p}AyK0)=n?@^y}AW$@>nXBl$GEergmPsApxEFt{9rt31L4$6Q5a|1E
zw7%PJrLUI+z;_!0;JXb7GJ|E?K3c&tz-$J84cku+yKcx+h?^aUSgwDh{pb~1+}MwP
zM-zcB$GRr9##s7`AbKp}s)FK2#4v*IE+QfD-MFg20K<339?>%YB9m;H@ZC)$1ITPd
z5G@nFyPYI}@238S?~WRW-d0Dn?`~-eYeXOTc7(C-Hl`1Jx173;Som%d0^i+$+XTLQ
zEGq)vJ(k3f?~WC*cy+u?D5$bM#S4{?^<H2}1&m-x1r)v3q*O`xjf*e9a(bBMbj?zP
z_gC!H;eEQHxR7f7WGJ_K%s0PJKV-cw8wfWStdkJjT=4o4eM|8&f!Tb$Pbl7Fy)Qtz
z0#g#ffPF`F1?Fi<3K#yx5xqKmBQbE{gn<kHO=94}2?H1Y$q}~#v*=MVu)sO?sODT&
zV!)X&sKBf#G2l!X!P&0B%#dVY9k5w<k{GZijC&<<FNp?!LOc9Xf;mi5fb|fY^(2V_
zYr>!ebFRdID`6b2ZVBdENe0$$*sR}^7_cS`YA_E;3|JG!VT~Hh|4IsQy<l_wNn*g2
zFis6-*?$F=M?^a;fA%>5HFiwNo?aq%L}6jhZ4enjFDlC1Ph%shC{sSD*XczxHzEU}
zMOyL0dU39OjDGPyouW+sZ3aR2F|k~-moUKDCt~}UcVuXURi9ZoU=(G(F*5X2o@NAA
zyQc?hSw2bN#zUJPyFonk-eWpA4IQy&?mx2GH#$_p<E?*8S7JWQETwMAQU<EldgRH-
z<FPU&9B1YGNC>}Fcr%Zw7srO~F=_EmvA!i;33s(<sH^JLJtME$H7-=dG9;m_@rQAt
z-@W6G8O4NS!wTln*%0F~lxo&3n2}@6k=meC^Hm9feshlLQcaVVOEuT#Mq77MD9hxF
z;yYKP{JCi4)@Sa&ks*b0c?|WLC#4o{eda|8Mit^oyZ2mG3g^NTwVA)%NQ<JmJb~KG
z^3y`&JyyQsaxijjW)TU&OC-_g+DwBOwV4$niM{!b>)K3%7PXo6bE9=@GmQt_+RP03
z6k3HO94nbI%~U<2%Zle>wW!VPCYho(^Dzmb7q5UiHciEPj_cA)gFZr3LN20EnmJCg
z#9PN0g3wzBEp={b=0Zt@H@^AD^&8)OiE&FaH%c(S_IcMG*QJ^7Fh;yXOMjrNpNKU|
zGY?1cAPh<~&qiTR9oNx-1N8s9o7O3FJ3>$i^Gg&f5`s#$#n0-uVrcLEB+NhVo0Qs#
z`9HZ0EAYl@G!Wic4TxKmX@K3L%<3%3am46zuE(_uYSgkB5WH#5qbBE~%-P2yi!$3q
zFm2^+^@;A!RuY3Z_(vrKjnONjF&<}%n|3L2M{AFW;zbx#X-$j5Oo@;({dT0F$qgIO
z<OT#qnFa(!nd_wn>{2X)25oFW(8eu43AeFZl=-=2h3RtKZr<Y(gXaBCLeRWlM;QJ+
zQ{1$9i94Ft`>7Z!;6)e==0j7&U@rElIhafGW4983mNnEz%Nh{3Fw+1>6lOM-TB4y1
zYBaO~K|>#L8`>?*>?T=pLwmX^j|wGPT_pnTJV-*&HvJ=-;Tfj5X)|>FRJZe#NM0oN
zr&mJVtydxuUKJta)!Pw*wl+*aTN@D6WttEUQ$F}<csv?)na8DOXsM5NOMNU6XsQ26
z2wLh=gb`og(uj}kmbw<ni+0{<sUn|64%Jw?M2~N^AQui7TZ}1g+8rbWEoGR1mWqVf
zRhb4Dqw0{`T&T)yF4e-!4SuE_V^Ct;s?3Ka7>(5>!j5h?vt#L4e>~kDh}k<hiWSL*
za~vOq$reH$4b&-f8#2&Th81Wk1A>}N1A<oaeHI>62%F42u0t4Oj_atx$m6;i(|8?5
zN!|}TLNm>mYquKn{Aaov^P;qlL%H#11q3f6^lqt^?Cn{`dxBbo%Q5lRfO5?JN7U#R
z8MVE&kEwFULS<B)-J!VTUx|Ua?{VKwtLRsuQ$mI)!u(5uQH13_SxrCryCgvoR*}!e
zV8%;SEJ5fcYV0vxgjw!$U4&Ih5~2tz>h;H}AZbu?=W0+xYmlgt-lCW!r+K}xpX)-b
zD53%`A5n;9D38F8YzRl`T92hx_SXAc*J0ITMu^gM;a>>+bRmPxpnWo#%0-yv_J<~#
zJ?<7<_NV7{!R0_#IbD2G;%NbK)cE#^)I{%-pGS8&Rp3^0dOX$p*w8tX=49PJl1f1*
z5SJTud@bF0eS{!Ub@_q>M|6B0{p2J`f{tG#A?Wx81koLjs>`*Xi>k}FCAC|1X$*m+
zN`ZJDJnkzWm*KjdTUV<>-&G2afCW(_z$SXx<s(LbVFgBjY!OHMzdj08_U^Gqz#e9V
z5%4wt!U*^}w-M0sfsCnY$LNPDs+lW-NxZ+#r$!wK-DwU8lwe-}T$f<p@r5v!XMc%*
zT(zmhS2t#j0W=bR&t)X2Rh=`c+e4vRa!F!#qwcS-TkcQ6T@+v5CDn-N{s#KVQj!GS
zUq?dF{WS?9=DqI=J@3;c;SJ_}K+;6a`$k%WW@^wTC+Ar6i^zFz6IFBhh+a38=Uz{g
z4Ph%yJ%R8`eO2$7#$~)6zt9e#BXdOeKgYk&{m+qQxjTTX-7;#Z%NqwIg~tHZ*~+K^
zRsicn=t*m)tEydtIZZ<7LhG(-V9n42YUbk^@oMJXP5N1{O9Bqud6uc;8_5~s4(i2U
z=u)&@QB>PaDn#a_Ftos;FU*u#F*T`oMl~mICdqX?ZW1*@WIQfkDMa9OIokhN59H0R
ze4&@8>5pbqE4zrnGSD?e>g$%H{VKuEMbh-~2)jw{vVN8X$buC*L9CtaB8Fssg3yp8
z+fa&jw<N$DPSOeehLdDqxN@M0gz(Far;*xl*vW>aGFH5xU14SH$e!NG6KA}27@YCe
z5eczN(F`!ZdU(pQKs#$whS+f}+90VGOz3Bu&`)CUGCM&+V8S?<fP7iI6Z%zi(k(3^
z0kFgn081hvb}gC#h9z01B`6}elVKrm{u8R+OHD&`VK%Z)hosKv!vh4-edyMrU652r
zL7kBh)S?*>XmL_YJP?+M+*7`jk)tMtAX*|y(aJ~y<esSQP>L4a>!nWW+*ABX{gxPW
z(y<OTXvUbu`XfibBNcffl7ZAyJ2ngss2%G82h@(FL^+_iZ<~(h(z7wSc$|Bm%a~+6
zDeXYnz@q{}Wdr}$)-E%{+BNXNe5y6;(7Uw0I&HL|)wKh|PwLu%XUSH+I&EGQ#Y-*)
z3eMI>QM}<&px|tO6vbYbf*n_JLuc-$Au8!iXsPP^d#Db1tDpWXSu$2Kp`I`2?LiH8
zQ)l%(KLTg<%Sq)MlhMBH5Qa!U)k|`9Yt8<VVE8HD)#12iVX%G&Ks#P-)XcK}l%()j
zai>U#^jHOo5Clf$Tn<%H9j-jF)v6_lFy*VA(q5~Y#Gu|RC?VLA`A+HBV>)Am$NGhp
zksixajc)#;S~G(wrg<d9t~E2jJi)wolPnIpRXpVun+=m1LHi-L_Cq8F4r{uEK>Mku
z^v1aJDebLh-qMO8+6sd?tS}&`G&3P=z+l$^l$w1Y6@v16Y~}YD7+x?=O9+%d5uyCq
zTPnXtD{n9-<*UU?-fo$hL5CjL=^B7Kv$)e@fRO>M>1G~$G@-CWpz-gP5a?g=wAuJo
znc`+c$XocdUMdXkOMlO(7Au*f%FG~v?uAZ=M-O(|<xgoJTI7`8X~&+@OGK9B#Y;qi
zCkf(AnnwDvv@wzhE5ry1p+>a}%nUH}7<yXEeUgmfx&e}lg<_>-0J+PA+%#49>vW&B
zT@qojprMOGg{TSV-F#Xv7Vp>smkEJfs9^XDtQOJ-X_HT?J=cAAdrs-aqBD;ZEEYeo
z9#|}XASqFc1-QxdC%94G18Wb3p-`i6fD;5@_jj1x-%;$SMu9I$%eRkqEYljRLC**4
zs4q*T4~$1;gzeqHf0J_o7X7d<z}h4(z^a|+49WA*pYR1(3<+O=RSmc-Tw=A4K3GGy
zqj~B76)rZPz&Xv95%;3W%dTi^)H~}qpPIyVKl%6|9nQVZ<6k)NScT6A;RxI&{)H1!
zmHC7L&gZ<uzi=p{4;Sg8hPfb@K%t^+5hs$D-NS!RaD)UwoF{p=g{}SX{0m#VN&KFO
zm+2nte;+-G%f<?DOOb+9iNkk!6}sN1qVg|n8mktUP9I>UaI2sh>z}dj9-BHbHda74
z54<bACtc$rKsq4dPfTBHg0TU?4PIH28WkghB?J{CS!eXOE}jq=x4y7~y1F1euj;ug
z{Xuo1QF;M!qt_(yfUYMoSnzC}ct+QgER>`uN0@&`SADFJ7?dLr2K6LcB?d(fghA!O
z+%s-H$tRKuoR8R?FG>tJ69)ApKS&HX6Gm{h>q+vT6@3EMF=w^XB_#%|3FFq2RFY`$
zC$z&K^(4(C1z4xptXoM8SQ7^IBwZy2TnXcFb?Zq6NiwkRXR{t7F<?y?)RVj@F<?y?
zhc)U+R!RzRea+_jj>Lc~VVrsrYp=vIXH~yQdVRf_rEbJFHMdcN0+M3gE8N9*SyfQQ
z_BGC{M)%GrP%LW-b)H*FLPer{zn5g8x2~Bq3YMlntwz>OFVKpg(QkfNSs(tVQ$fPN
z&4|iGCYCRSk21iSo9?w<ze>~GYrX!Zmg8%^Jm<tyZvDu$v$}qS+=_XnSL``mKLQQ$
z&Nk(YzS8Tvkt6V~88H=$cz->s>q^S9D5>$!LN)t_ugX##l$6wx5R`0GKBsT^qN3ED
zmgFHW_X?iV6(dwg$d`Ks!lLcVy^P0DF@npz?w7()G4hCnK>YpZbj65C%M~O2B57lY
zCh~GG<1v&6xXRg=dl|~P#Um4LWRrclm+=^iN0d~^Ego4c!6=hZ=X4jjs@NBM89Y%u
z^7f6iurKy9o)E<&A4s9N*z02n;iiot8eKeM5TkhHLL{;GgLArg#GuvRm&lFQEgmr*
zaEnJ`&Wo9VRv`%}9x)z>=ra3aFT-lLctn+}oL<OFYbEMNDoF|S1{_eh)2qyR6pn;x
zBP7_@c|}Q314?JCvQi~alq-zBFTIA9F2Pz<k9@J-^LB-|@l=GoJ9UuLkcS$TOvw}R
zkRAll%conTGE!1upEC5ke$O8&F>Z~@ED6TT{`B*DpE#Q_;w9hkIXGlVtWl%#MidXi
zphjhT6lTkLy_HybUhm^}+>R7v20xABMN*I%{4xrY6CvfR+mV9UmeEYuE*cQGQpEtf
zl_~`;h;bYqWtKsW<h}vHc4G)NJa3u@pO36msU5+zmACo@RqsqnVyr}9^A?g2^r!!V
z+2R>YanpV!=4kPUqj(VpE#5Z@^HhYCezzk9EnZ#nLW>&^6si~y6spXSPoaLopg|KG
z5HxX>3*jbq3sv5ctT1QRU(j=Ay~Ln-Ka>zO@BRqG4>QG$nwJw>9=mmOqF9kwwC>MQ
zm>(mA{Bj#Y(71*LXj}v0)~Xobh+36|i(*Wptqp3lwE;m}zvZ^ITdR^PS)r{PU({{g
zSYpuD9V7&8-S(n6lshrSjoKP6inwDaKNZD`Flg*yQJ7~Vq>Q*7DQIoO2DG*TLA8nr
z;aF3Hi{U|ORI99)nxU=UwA<=Ui9uVvFCl2FJrP#yzoiw#9c^_siWgzfR#znEr?bJ<
zo(Lg7-i{D7m0<#!DiUIss~BJmtkrINp<JbMju@V3rwTcGOjVE=w_K%(1f#JU<(LC2
zl__pIut)?Nt78-|!l1EwM`3zKNO|mbq@cA7L(p0V1Qja=1PxU-Cp@qaM;mZn$Fq8z
z*YT`J&g+U5<7ET&3v_>2RW-9}i<&Asc~+uI`A>SH`L6F4u<Xdu1uVOyxkzDe7ZALu
z1kS0RL(&tyo2Z4jeg$t7s9%|KCh|J5t7r8QJ6tFB8F4cAU+$~2eJR)$Axu=VoRVN<
zwB0A|%e=mjB*<uAkr2FUeMb;_)glAvI<c}Uc4&Gf@3kCGYgebM*wXK`yqClnq}=wi
z>aWS^r5eb0rmzWr@^xK&XV=_V=gSHIN{Osy30F<~o~*xfbmx7Sqf_2d1Yf&6RNTLm
zF2sje4eOBdmMvvlMY>~WSXHOIi(S$w?_z8eqJE9|7lMe5F6kg*ectcl;<2A8^dK)D
z8*YvixA3JcG0}xD?PY6Wth5#or>XmnqOsEAQuJ8S7meu=VqY}&7(IWZ5n^8#cCQej
zM@ZZDbfa(|362;c_Pt$CND_>YQ4)d?GMpfKgrMZ*#Y>{(<t0h&mb}QpfmE?ILlQ;|
z1N+*nsdQ}pSBgaszZ5wPY=Y-p9%2|6CLrc3o5N9k_qg=R-X(VLFJVUL{r&t4y}$p4
zz5nU>^l@g#qrm0dC0*ch!PSbkV_e{JMnD|-{kHiMy<g<k<G5nX>2X{!_6t3KqaL>}
z3Ogx8h$@#qB{-tT?fbialO*Wz!vCc<aN;}Y@j?WN^a*AED||vl`AFC&Xs_qQZgAt^
z|1);wfiYfP-%L_V@`OYdOBRV(f{+A35E9AEBtj)r?MvFyiYkg$m6o^5*Tvp)yQ;Lh
zX|;6I9bMn<bkVmvEvl%ktro?1&hI`m&$%-R{$X;?xo5lQ?&sd8g(M8B_U^ioCH|tT
zJ>r+(YPSjMIXpzQ8+M@DrBD3&FPPo4l{@<v-RQHK5vu)S{)KA4n9SmngV09re{gKR
zS@+HhV^bZybj3$a7LYKtv(v0RwRKU^E$)e=Ky}d+w>=g(4~yOW3l9Ztv;L0?nl(O;
zS;;-ED+F)-nAO1@gY(snFS|yl%*FI%$_Gn|GSs-KdRrjpX-|h0SB-Bg@Ok$XH4j_)
z3%yZw(RFd^o~1=ita~I+XOHggUuxN-d-xaq=GDzy&aUS$wSLgBtbm+G>hB&SliUlb
zQu#r$+Z_pZ-3`4ovatiCu9gCA-Y?<>thX79T6%|np_bmMsg~q>WT}B6Jy{*jT~<%E
zujmn1bH&+jl>H!-K(medMnK3*B^UNrho9@(oF6J{t2Y1V-gwn}aZxk(mm!sDKTmcP
zm1#du_7^cTYji)emo>Uw$kR1iu8L+`CnOmAs;81Gy0U{Q^+XjlP}7zc#e|3Nq7i4>
zEnQn%b?H~2`8t*8-c?H_M(@&<c$DP?D)C6l;4C&WPQ89FjZG))`up2aM%N!M{z}bJ
zf%|0z=CDGjz|Q;&71()K4b2P{=zqejx!QDp(IsY;;T^NGAp6E!J^|U-_raoUmvxB%
z>CBC>yL9HpNHUjSFPjrWagC;Mja1vNE3%*Yk*s0ah+R5mEOalvfl96}N_W{i@Uo!Z
zf$z5qjXnXJ?|AWNHLHLGj3;*K7k}`0*$4*9z$ligI@x0DB^X&4V|$IFkMTTQ7#%pI
zx>#jL^lPY}F<U3;k&5xIgrKK?iy+hh$x0-T?T`dmZ+yQ?uQ$FoFq{kUr-WdsafBRt
zMfWR{jxk0oF`nSR{lmhxkNU*9cIhK@gDK|z!4Nxd%m8Bn@D0i09i{EWigU&?caseN
zAO_7dc5BTuBnB(W0ttcU`MdQZsljf&b=Qw6YO?^VZ{m*Si@_Zx1VikEF#`+}TJMGl
zE=o$gu1J4G&HcqL42CXx9r?PV-fH!T>+6xTkTrIT)EbrdAA;!0bF#+nlT^qFSScaM
z8Z#hJ<*waY?0;0ua#96vif!7ZQv$Zg@{s#xKrV8}wo3w}1CSe$J7!co-1hlyoeuDs
zEs&n&@C&5x1;Gzn8}*Njl(B`uUA76o)i}o|S;!%4z*?Z!X|RWWq1S1!r-oh!Gy0Hs
z%&s<j9xMX!a9K;{<_|2M-bJMdNSJbMD*CV5-2S2kR-S<CJ}7sO?t^mn=<KnI5Q>2g
z1+vE`g-}dzDA12B2%(tgP~be#(2oNodr$3s*rwNu+WGr1SrC1gi=M%*F1ku|VUM$P
zbYai#(OnoGEz4%G?7|YImQEtsMhQk2wsc(nAeB9VzS8A?_sxE^>;*}RV}g$*gafhu
z2LxgJRK+tzb|TrYk_i34FMD)9@QcJCk?dayK|gSuT**DyX~u~5|1AIQ@4*nr#1-w|
z;EMJi46!rG3@{qq4id&)*bjT0OtP-Ok|2MyLH+Dswffl-gKn%;LRfv5SH-L=%0cRD
z%&+Rm3;jAJGR;{HA^tGL;15F#2$IQ62&eCMWQlhAF4=*EviVXk*f7_&VXlGUL1cx5
zz=q|94Y(<$&S?Y*fDwiO7-2x1tTF@4wc)zXv;>)DA4~0E$$xE2{wp!4jU5sKOMVEo
z<mYo*LIPlkApn*b5TutG5E${UX#_T>Cv2r@Rg=BJaTU8)$5pI>;X28b5HyQ+d-d>0
zL4^wG#1v<ZD&h_^4DK)^7(yv(S?L$3Mqd=QunZj9Nc7%78^J!`x73sJ9>E9H{5Wsz
zJ!(7rodBb^z<?opAl*w)c+xjE-DCs?j2Ny93>fp+91Ixq_SQCF&|76~^sR>-_ZPKU
z`R={-)u!TpK}(FC+l%hAR!aBrfMG3{kn;UKFVY>J|HZ3m*3*&z*(Fbq-TZC%NAZ8p
zm1`O|iIr?%(VD%r_v>GNThz+mugijZZn|i1@Z9usRskLRw|n*WBwhep!(iF5FOjO^
z1+bqb1TTQ?lMtN06ODcW%pj)oVXtZ!o8C<)x%d;UE++3b;1}KOr@(%a>@bgQ@Ed96
z?<FxMsY?(V3CJUu3h`55D&ifz7DmHu{+kZ>=CUXnZf6NW!_88a@6dt(&sTP3tO)gQ
zSsDLGaAc7uP8GgilxP`j5$C}Wybxy6p~*I3VLjCR#hyslZ#t;Me$z9)E2U;Ia}q(c
znRumYfh53WZ=QsZ9yIyv*0-%?fFX8{7K`sZOmgHR3G@lc1acn@$i+)lZ%6{n_<X<V
z1W?00JW#q`(Sizox*)>!k`Vf+5Xy<5MlGWS%TV*1%`MpFQ<Yy8WhD4m3pC)v{0j~E
zFu5*dI|tlk78AHpZXWsrI<7||=wp144tA#k>`sNS%cajD@RsoU{Y5X=kadW6suK1Q
zCx3V%>o7$^kad`_PiGxA78vIhTxUTyR6k<#Y*oKYtuBIA?=%{vIWju$(+P*Ak~D3V
zr^2;Qr|u1t2&Aid_UU}X2@-=OIKm(au5h1|Z+L^GLRU4%=Dbj1z?m?}H@r_`z?m?D
zvz>4Fyd(qbXKmJ7BnGSr<K!EDCeh$eXg`1C8}5}9V7<#`eN1A&nlQ*W4Bszm5nKu5
z=Nia2RG)mWdl_(TwqJX>gDeZKgh8rdp2UDFVf<W?YB*R@fa`@e*YOequ7nAs8eS!_
z;7nLQXDkeAik8|F4RgseA&G{Pg&s<x$dQ3WLoTC7kq1~C{?ngm$iK}EvCd2^$CgG6
z@V6UYG^|)ye4|w@?ZST8=;yAXUA_Uux$2*}{hEhAMFjfIs&$go*$R7de=S>K8_9kA
z8Br*UPCa+u#!uYEEnM#E{W@{&17<0eTqR{7AxpnmwN=8AVE8`?;bG9db-#YI%Amz4
zxUO#T+m^xFd8F#dek0}Za6lvbkt(AYQV#J*RoDUHO{5$~N(dARJD^hzO<GPlOs<I*
zk5n17NbzzsvLC53G;;C`a}U&Fi2X>FQ4D#8KB<M1XE;cLkx}P6psUMK#eSs9;E6oL
zOKa1@ex%AMA@U4oNukIyoF^fe=Mas~Gc<^iXSgJo*gflj&NDP<k!M(46RneHXcTbr
z44;>!;1!a9JVT>EP?gz_R2fz~d4|?Uk|~l6zmO1`TiMBmA05!IR2c<=WZAD&g~-ww
zhx;XCC*$xB2@c2$BWgXRG>QcYY^INx41w57i1}SK4oq<x5=0N6PRe1Xq{1{Z<99uc
z%#au-<*-nKv2^P5yL~l{F=8GmyBvL)mRKX@aAXJ%!XV{vatP*%-}S=m;@|bcY|8ma
zL2}1UA-qTmk~{7W!7K}svhsYSVEJdb3DaT&;-nlJU?=79WvPp<`+oHzBPA3mT1Ig!
z99xs$aZT^{;Ecl`WNB3DH+H3dBQaPT9F-8%=b<29{K*t&tykg>k4GF7AqQTBfyWa=
zFij7d^_t8S=aK@C8#XLx+9$(w7JskQAVJ1qU#S3hWF`$<Y?OkFw>vI&G7c}3tl-`8
z2X&JfFEQ}$brJ%PToYvX^-OVAyNNrzyDWqkVc^||gD_>TAR%kcM+ls2n1FCLAWq7m
z0S-zzd{62FXB*UTwgG{&#~cjAvy*bTU$TO;f3=<ctHi+Bbq)oG->D!!xS8Ut&L-|~
zcGD1Egn_f$g<#qoGDEq;`AC7c4I3&Z7iC0BqmXfEkibv796uQuhvTJUaMkETIxa^`
z3|uu+LJ*hJgN(T5oJJ6LxN2btFT%i84~AgwbEH&Wp5H0)e1yPLh6#wvV2GV@Xn^6b
z5r+bCg^a^5rB?9MR@+ZoCC14({7r)4tUZny*e%?DPCG~hoaH(!Vsu-6&oY<otHu%m
zA&m~3VHL*|XANEw0%sX^z*z<a35Ny*e)>fF$<<O-9H+e@e73a3@A}lNp@!kZrIEku
z4M}6lfgJ;SDl1d1FD|~qoaZ~~hEopfbi=9ASl&R4oh%@jr5xU`4mb29xhEdhDP)*U
zAl)!`pMEauf&JpStedI4x%P7A$@ZgHR|pXz$?$dwMnaKO(tfP!R!M?{q6Z}eldJm(
zLX#^}+etE9cUUA8JtvDe2}L2ZB<op8h=d|XA^QQSrw;2q;`<KkgrX1v<?s**MTQ-`
zWfUiUV(TBK9`ZCxcW*wdGm17dC+r#R;a}K-+Cz4kTTrXWZ2Re~w(6$=#h029;G_|r
zA|^VG@QkCP&Mk^NDIfu5ra#j^(S59jAix7!b_^H~XvH0=JrwL`u>KK}L^feFDj8Uv
z2Ze(DAXS1SK`3;T5QIW|g6L2{Hevn|kxkf7Qajm%p;6FR5(Y(q{SH*GBRUG&9|?{E
zo1m@3Lq|dMB41>r1N=@Q2&6Xxen0%t=yZ4a5gi2OTn0gK4gW$ATyvy`Ai(QcnX|l^
zYRBy2H2rXv(N7?+aM2N+SGYu~!regJodOb2W!a~r6WzBSsi7ah%UL=GGP2fC+1k1Q
z`~9oi1bdNF_@o2})w}&9)nk$b_5Oy0px$34NN^YM33(}yXZ*P=a<(quGf5a!`91W4
z?<2eNUk#~zn_#2ELv#U#9jJZjlYq+)52G$%hh6(Sm=kKh?oog3*F9Q8?V}5z$Fr81
ztsnhAUdw91<^9`VT;WlP0urVQm$b<<PfCW0hqJl~TAh8+`KUfa>U30RKwTJ2q0$SB
z?YqcCgDpZsBG*^PqqUte<@k@6WEs6Dm~d1dFJU_nsZTRmHjbC(9u*H|b!4#IU27_J
zbW)#gmSD;oxKC|<q-Zo--`rXtaX22jS3(ecD+!{FL7LMGk^qyO^+)w&aJ_-y)6oA)
z2&NwIlCL;P;6uiUDaTy?+ulV~d>u+{DJ)L343?O01Vij3Cj*R0$2yY4i`cbCb&^w^
zKS+W<LZJ7*w%-3rEis9WleEw~<_|q(`r)YFEJ$FA+VscS&A-|LgE=e+hS)hy1{f9`
zcPzm9?c+yvue_2h;`7_PsHN}+Sw={0smjXg6F}FPliPHaB*Jl5m4qO-$$&tG%l}}J
z{ak+pB;t^3g)E97SsoCHw5GL^0Eb-UIHWbrl@*O_kjMVeX-$tnR-t>j5XOgFMvUS(
zN(Q>$QXEH-5FAhcz(UZk{J@G}RQZ9#giI~`Z(=2=r-tQs;Gw0HI($uWTn*g}p2#{T
z?c#36Iw~RaBl_TcdZIEO$BJvP!ew9SP&@bc9%)7WDPob2DO?RyPG#``_XU6IWT)04
z1Ze>R<T~Yt5ab02km@uvgrFiofZj?f4kw2HSzB+_Kn=K|xRbxjk_B~__4^;eUDow1
z9bMK<f9mJ5!Wklat3%RpPL|W1Qg38AMg8DKmXqyNyp(mDq(Z;7T0#(#4-$l00hxub
zGQK7W(Ec})!T&2rij)ZCHf@y<ZvONzGgXg$s{J`*Mbp2D|MquXh-hMr)zU`E2W>wX
zV&^v*U~YJ>7qq~ob>m`O8`OfT;;fa&dp}^+|BGZ9omlu^y7LW}7<6LE5&|oltI8{j
z`?z=isr#@NOmJ31h&c=~n8OeQg8U{E!Zx^AT#gbps6iEZcUl)o#ZVLFwh`q9hDVS|
z5&|P8nnp}MrxC;)Mi|UDcndNjC2uFa$)H1J3=B0S`;PpX)@sQBhCE;!@_@vkHeQer
z7_z}M<RvCJYi$s77-BF-Z5R-wHyIEZaj#>9djmy&bNb%zGdjxfR`P=sv^=WZ_op6J
zj!T8nppFqlHz+-<EXf~jH9RH)62nS_gphXjGg<~1V@thbdN?~qX4!%<xa3L(5Zsv{
zS}-yw`bz=~E)>ytLMyZ>dXMSBrN|c6`IsY&2N$Cw!QdkMCBIk<E+hnl%WiJf7+mJD
zA{boek(iLd1?=RxEZ9+&0bb<#U1v^Q%zNPAc1M8Q9U<H(bAq4Hau4}VJ#=63+Bn>}
zvHJmV^?pYmB|n~B5Jo@jm$SU|Hq(!uZEE$T$VMISV&+TfpTNsm3=uD9F|G;^M3D@B
zIV)@kvD}uPkgLj96+eBWd^?I(Lzh%l@=ZUyo%0gkFvP7+FW-;CoxSb+3wOCD@+}Bl
z?)j2`;i5=CPEkhIe=|-FMegh(P7Xr0RTLj(<FI@puconq)A|_y#5(>~UNm4im%zh3
zX3)R$U~-g(p)P&q*JtODf=}qjvdX*m>8Ku9O&bUAvx#upmSgriSqH--tak)>V`X*m
z5c=Ag0O{?AR*w`vY=W`&h*(p6*g7t$DP^T^<ljONGFFZs(-|v&3DPii=FQ>_>XYxN
ziM;t(aZf8j7Q^0^LC#Ge{%_?<?w+I;C(+~47q0Ydvod8NWISa2tttoi>1HT_ga<<4
zajX(q1j!DBL9#=uzd2dOPARFBWZ*pJZ=InrRbs%JFiuLzJc$N>Li_n6rDUa~0PE#8
z>opPs)`USy$#W6|u7nA2y|o}gZGO-*)cQ!0f%W?~>u)3mtO)~${3<bEO&C9Gdb%`0
zHCyfJXVv*fR4Z8jYqM@BF<?y?N?A!zSvTaSTS*cP{)G1P4`jnwxsnY0bN<l|FOnGW
zCk#?zDkKK13FBvtl$a_>0j?8muCpZuTnQ6MiMdr`!I`jr&J-o_s{G~RQPx9}4D9c>
z*{_oruqO<&S4(0?mRPSzH24$R&mS|?nxfzTakyf4)4$c0*NW3DNu{TwhpGGYKjx~&
zzh0cuzbRKRrlY^HRQ}VSTEoB1y`6X_mNV6(qS5NTovjPX23rTE0nQs<|Bw~@hSv#+
zrq<j>&40N~FV`^@)7_J^vYRK-9e!MA&_E|lAjzhJw!N}dlk2a^Rh!3qQq@n-(f8P%
z*i_umeefThrIBzvNWJ}15K>q&HWxo{B{QABx1-DmU!(*e<AO-k<oe!GCM}NK4%heg
zv$_YDa3!niM`=oTxK(yTwfDk_9<_D6C)!ccGIa50;j~xLFL*rah7P@=)TX=2>Z#wK
z_snz;IF5uCwdw^=UUFH$DElcegHhqT#V4(?QW>P=Oq38d$UXMBN_oGyok>gfv{9KG
zJ*}+S!3DyIsk*R{HzlM*iW-+XBHOy7#u9U0_FQI`K<b2Jgq_M`7y)mr|DgC+_ro<?
zZYS~>g^)ti_oL#8F6#wDm5+<ZTCW=rw*Q6WIxEJYMOMtGHPKR5%n&vI*~0p&;7v~>
zQ-YHkvqKi;)R-`0uc9}3)|w@dc`*OOVco2wvINbGb(RZ?6@D_jS&~$bXD|9gkr&dK
z?WTR7&VzES@Dn0<i9@o=K0YwBRp+~_V&e$&1U-OfH(D3}jRyz7H7-t-Z}GG@H4Ca8
zJG;qnG!k1{NvW85rV&IByGU%A^F{F*tFNTOtiRU@y$0(gF-~I3MH0+Ye|N<Ry$g0R
zW5k@_=n1ftB-Ti5nG(W-Fr3(;=DbiG;id@<7+-%v;X6T-PUt1x{PPij<HMCT3BXzF
z;~|(eK~kPPA1PS67#_mX#eg_DEe05owQ5SAe%41)7advjf?A}6A_u@Ij@3pFayf4Y
z=AKYa!o^`(5LJ1=uF3-vg9Y3LCq+oY+3u63v+FU%S!<KH!`aCpya)qlcM8FD2$GV0
zK2qRp!v;9pfH)Z!1~@3=Vz5*Q85agMylp_>?cW@4I~f<(N>=dpjFY<I%#av(d!dBD
z+qVb#VKGyj)!W1!-d+>Ji!ku^iy@fjf~0IbA1Uy*VFSEvK#+1_LTHb~J?&&5Ea52k
z-r|+k0jU-owbypkUWq{uv*Ux<)|Ttv;MhDJWJefNoYh+-0^VvC!izBQR{LO#tF5Z|
zsyIKa%HQ2&o{toG%P<7q3Wmh07Y`KowG1#~Yj=>#-uRu?c9l{$xNOY7I=04049Au#
z`_AbxRrPnpopI^UZ^P_!+CZG)sl}2r$Ea(JTCkmV>W=m3WIYsuq;ISn&Z<5iL2#B~
z0-O~LiB)}%7AIQ<n4LxU^GT@QgX6BxNbA`yRfNwzw|(}x#GpOylMvWSm-!5H4xG~*
z;ts#LPX$G*>vP9%vB5}p^eMBOjc1CphB66)-wZS0w_u2!+GBv>H~Lt%^xMvVieI++
zOV!w4bZ2zu_r*z;S0bG3o^cY4K5Vow<z(+piRZM$drG_P+7MQRL8H7a1apfJ!k=Tk
z<9wvRUxpp<mjS6hRa|V^iuPD^%Iw0PIbD3cwMnW4U%jS%^_oODJ=m8L3}0;vGGqHW
z&3Mgr)`1XSgn_e8g<wtuNjY;qQs6AZ5I8Fs6006+cv+(QdF|!#mVtxYUUuAu)4k3o
z^mb_43B5y^LjQO0^ox|MI~;@Gd4Xq+xzLKK>lqq8{B&5Il{YPGs?Nk*R?iwqe+5>5
zyqA=8v4CJw>nvAVss(*rvF?h~NQB77EEEY*SU2+-^uorKS6(^cs!J=cxN6*_DHCRQ
znmBRh-ToD|n%;!2^4(w06O}cUgqW*oAw^HqhX_6NYPxQHPj73c1S3<zDcMSwoGwX_
zDRG;G@PxhoEd-$ndzp&)qBu$2*TB=-ea~r~D6y}Br>XUzEP+Icn<G3;tdNPfb)O_e
zqJ*Q5{guR(r*)0pavE7OVi9W-{73S@Ra?UZBuPkj_^U<zusbX*JfrHV(>h7!DdvMc
z;%)p3JI>q4D&BG4!kZIV|Lp%qZ&h9&<+;X;4{TMAZ$C6r6*TljhwVL08@uZ+O0o7y
z{jlM<M?h?Cbh6w|9UIzFc5JA!MxIpnZ?vh?#1q@QirCiie`=6_*A@qM(%dgXl#YY_
zjXa~RurnfXgW|wWnyVv85C=^p1aS~Y5GM{Eit(ho+n&+cQU_wF!ZT$FWJ^uH)0<F3
z9JG^!L2+Q`%(Xs4FA(+U=Q<M{1~xuMvOpLZ79b3yHv(aRbh(~qbP)7pE(n70{0l)a
zo+Q^C1asm&v&|r&Ou0POafvrE{8}on77tn0L`_NX)U&RW>Twjr%@UA+GDw%3c1Gt)
z$u2@wwDmNNETgr#y~D=wkeaoanA8>mcCy^nLXHlBLrrLB<t_;h3IRJ=ZmA?e2s|z!
z2!S;OaYA78=KdF`^^<y~x;K*3>g5$$ugek?0*h*>{Z}MSQ0?2Pa4(+Gy}+7~>bD81
zB@a};p*^Z!dLrO)B+7kgSO1611=W9;f1&yh*INAxlWVB{o@(`Dy_<*Es}pV~N;aTh
z#vl=Qfq(?`K$cvcIx41#C&%mnsOFnR%r+`MzNh%&XbQ2bEe7nwIk%9gW1#uH-oaM7
z1P8@{oj8{&Ne~0wB?K|hl^{+G{CGMhl`cSUZs2LB)>k%*vj)fl=mmB>)GW4!I4G5b
zL2+Pb#d+$eoJ3EdyK5b_<^GbsNxTP!U1S@dBUvB}3<D4b(is8wBV%r49kn3S(>`G&
zb3qu)=U)he`6MyZQ`1l|uXPP!aFJWpQ8zy1O||ZoDxu}C5RiZZPk%>Ql1po;|1^65
zh*!6_^+aYpLkw!G@t%5|S}tS+YP^xk>iUSK3ceiIPz|j1wzHm>R6zmITQgcONe}?<
zO9%qs9fAY}z}F%GzLy2g769K!!k_@?qt*G!4uE%p1Hi^_kt`4Zh5-lw>6?K6E9Xy0
zcki<UU>|cq07Sd|0TAs%03^w|0GD?5Rhu+dtFwj|SaDp&e<(oH@`4Tt%_&ap`2+p3
zaemo$2p7`UY@6n4TSt%2o!MNa?J4VIwFzcrbqKI(NeYeWAFl?ckLae7pYTSzySY@>
z6W;z-4_S&FPJPldt_DrI5!eo!?hWi`aI3ny)R9glz2dq40<Ec^R<@<8jP)dh#hwUL
zr(0an+S8Es>lTJhx~$9H6GFC#6Ww(X1HnAx1~8dUTgUUWJwHVmU^V?<S)NL|t{_4^
zo8zglCQ1Fd$ygI4<iZn$>)qpBs`{4F9JRUUC24B)e?3k3tg2%#Pm1bzWNdx+4KB5<
zk|xZ<67piQ7C45_xE^X=%lzc=(<M@X>&b#@>sATL*`GfrY^f_;ZE2F%##$~>q@O-@
zaxZo%*Wi+#YW|zWG42OQfkD2m)(uSSKX=-CAb*tWR`zNSmAYa?ymgc0L`i_%6`n7Y
z+8|1<b*aKNCFKckFg*hEP5y<R=}jG&<|Gv_7k;*UQiNLjW1k4MxQFMev-vzyW&S<Z
zYke)%VaG>(As}>}byV&+er+;S&A+9zh5OT5>Y$DLfbITCy*x2lhlq#SUF~MB(*0Y7
z82!@Z`n3bDvi_9d>W_NQa-SxVPYq~k)o~LCe;aeE;9pq<5pGmL)B)yVR{>4RM^_DX
z{VD3;h!o<~fm8`~u-mSK4lEjVkjcML2bt~~MhDcv>As#D%{d~y!P8HDRN%ST@&p+%
z-YS%k)06sLw6erAL4S96v_$b4uxmKw@Otd;4%2wE^IcE5H8X^2nn~rFFrXq<ih*rI
z-0FxLG+Je^^%SWqJf7~RCbX7LarbrywYY@9%C+h~7K@qb!{l^scw@bujN~B<mi636
zs^?@+ua#i^aO9{ygUI&D*5eX|B*aY;!sAba*9k)X7a37e>iORKRuW*#Z992qk|)vH
zZeTd|?VyBU%Z;9-V6X0IJ1(D2kBv>Rhxu=RTgJ%|F|L?X(%fW>eF{SqLF^Q21I$|#
zt}j@g{Xp4Pw<<j7TWhrmBSHS?h6OF@wO+QMrNm&<u&0DzQ>S~FN;~Y!cZY?kBRBgx
zCiP|tv6mNW262ZO26vbd46*a54KQ|ETF@8izMz>InNTs)Q%K32WL7`->-6XAC57%+
z+^TZcg`=z+rM9TNxdhRb=bGTlRnxlVU2feisgUrtR6>wPZ9t&HqA)!<oJ-c&GIw6<
zxzu`1mW9lh12WTc2liGw*7WLQZIx6=cq9K!zs}QD&A)$WLo3v2ACr4Kk!c^;VqbQ|
zF8kA4XhtqiJYr?^`<q?ba8E0)smi~+Z4<&+2XrlA;q(h#OBfA0HBUSnB@BpJ`CIP@
zHD#`+AwN#rL2doe6R#SL^hBwY27Thqeup<GR*v+{x00B*Kf2J%Hx-aD71O@g5NdnF
zRP;!XrB<i+yWQ#{2=v{JtZ=pAb#IxwL%6Cw<r`;}g;4k$3Rn1$A=afK6yqEUbY9no
zP+aR!pyM(W<*;cVE;_E?#?u5{k|0&Z6|1)N^i+x7s+#4Xw|X+1d#jS<_6(67RlHQi
zNu1swz#Dg7;;HAdo)I904(dG#LA<?95UuQnl8PU#oss~}`-gDdynm1wq)8u>5H#;U
z$m7*zS0??#7}2bs<iCyHiMXO!8(h(>gCTZ`v;jt&`ZioQ>#xJPXX=Ff=uQ`qAb<Qo
z{q`4V_1jAfdZ!`@f%*j(pm%abs>(s0PDvgnII9)J999_2VTA!fezXbUv%j_%7zXI%
z=s8j=Sa6MP!8HbkM~Ed70t*(J7A!lb1;iW{7|daT0dcaU4KV6qMvxgujebw61~cBW
z&3H><P!Zos2+a7}G~@eonnBEAhQS<W7!agJ8xUBq$+3V32=|xay0?Ctf|Pn|*Jib?
zg0?1G)D^*n#*;)4-FWl>!5PtAB^3sUYzZNy?2Kpw3_Uv5)pC>S`sHr8$dj)Qf0EeN
z8YP)P`0#*m8Y$*j(<A|TJXu^inclv%osQ~`Dtc^Qf)&~zudJ(wj7hc*!?h0X&EX0|
zhS8VskkMH7Ll`pJtJLAN-yTWc<Pjs1YYijDBdi)mj7RF$HeyWrdXl9so$HwuIx?uF
zd7kms>(V|94KE8wm|E6wM5#zeTXh4Sl6)>G^w{ueT|G8@g#Y#1kOm*F&kxBLfhp&E
z^F2K*Nuqo1=T$|e(R2U9ve0wasi)_eZ!GY%PyUd>vip8f>V!ui>(?U^f2V~<AfqJ&
znQirn=c0<{mO)E-O<wisO`g}S3uFQG^jQ*uc*!J)HV(nc&pcYil8T$Dt3d6T<Vms$
zBm%8;xP+jU4y~tq`;m+h{bU{f+vx2J>gncba7FVBhUk|b4JevMem&hZGKmvUpxV{b
zleXnjE10>2Aa)(5^j~5<E(y>aACV9=M?CXrfFX0WEpv$@6O*=2B?HL(C?FF}@fS(J
z^EKBLwc%=y-S$G=^HV+D_P)0Te&h&5+cRnx(={1HXnPd0n66DBzi{K5!YZKgCDf;1
zXnYCv(fA_8Hj%3Mr?^nfU)CbBu}E?SM@luvwFk<Jz!Q&?I3o%i(*qpSHAk_&e~0c@
z@OAxV%RH~vkT1Vvx#wT2H<$OvJDzwfmJlS&_pYywcuNY^>i=sVVfB#ct=oF?((_`K
z^*pWR@<ug}RijpT23sQ}5%&+VvKUMnUSGKmm&@$=sj?8VmnRd=aZj!_Phyb0OqgXQ
zCB3XWB?gJhgdt_i+?Utqm2SK`y|0(gS|iE8dbQ2^If(&l!Vv2OwR(O*YiqMagFm4S
z{?l^v%dKxD8Tfx?^Z!+1z@ISS-|(5@*4AGV4gQ2S_-}fUb^sbSkhMgMdUr$v?V2Qs
z0e`~4HSHw^tO?_1O>=RbNU!GJ<Uz_JwC-zjt&nBGl`zv^r83B&A1BdZO=v%B_WH`B
zB?Z=ONd@*ZZT7cH4A>Kf*ymYyOAI&@Msil=_ZN<_)=4t3e$r<Bn#6!LVJe;=l^*kS
zvObVluqUj^p7ZE`mSkZ6qs{)X#DG0vi2WGrw8VflVf?JID5<Fl_=mRQ@KF>AYQD$Q
z!favG`K7qK)E8SSNTO$IJ-}r~&@cYepG42U&26;dOe}}JTn6|XJytDGKjpd3%3)T1
zFnxIE=I~wwQJ+3m+}_HUIA<d*FGB2P`XcmRCRD<hGphc^pVoO2T<)9*wczBSKFK4P
zjZ~$R<coy)%b)dZwZ=;@lBTba5DdfPBh=3IG!-;xorL*0H5G6@=jmn^z_>m2bgy!M
zKi1qbbUJ(D{9R;!b!ji1IKP}F!Z`auOM?*-=O2|yA#r}4gut#x$&D|0+F1szlQ_Sr
zrUC;Sd0T`Ou=D1()l}fRmpv2A0!YkuOsKE-_6-x9wE5p^wmY(hLLzPcq@f9?&4)#b
zkYnq^h(^UcT##xR#0Y`-U}E>l2$j>sTV>KZ+45~=0X!s01sZMgJY^PelI8Pc0h)pp
zsMYS9B3%(`!(~I7CrOQX40Dcj{HgL~LFH52LtJXX-~lbv;fLK9w5_5ek~$$rB2Lyk
z1o*S&r8LErlj2m4{Uvc(Ibmwc4QV6Q=KRYdRry<<g=Q2Z>m>DU&z06}sUoKCGX;e9
zrkeHUU7d^7q4#M>zrA(dOlyfC&@=ZtBlXPv|04Bv^5Y>Ck2n<Q{0t#HC%iRM%<F%8
z-&15s5`B4SYNY7*`0%C)`aL|v@d=B>6#uKpaJA#IWhv^we?9GzZ)LdbVWvynoW0~9
zBp7?i1s{6ev%ZyJOx}-52xgdv2%;^(K5~>LWB3$3_GRg9js_C3jW-F>B!uVft`t?V
z&eK^P{x`W-QaWSB+?@=w=kBBGtIBk5th<4w=k5k)%-w?__CB%!=83e6mXhme-<mIi
zyTdHKk32%Eg$;tCwh2Qe21}1A5&{#dv<c;_k}P*OOYbF5J*O!o0lNf-gtVXOaXcwN
zF9{wQ)Xy^LV98+95^N{e(J)-1J`|~!CkJQ?iT9MBlZ;W3&k{seq_d~|zNEq$<!uSU
zp0WXfE}MniXUQ^N7Li;mQ4Y%Tkh?!1*V$JNixN?UeP!~cv#%Ty3zXr6iab22d5nuv
zg}G8;_I^h^7A!_YW5FU@1m@z@7O`L<iCD07V~w%A=*C)M!O|@%c(<TaggUa&+do#$
zCj3)-I)!Yv@`G0C2}R5RtcnAyibGh@N`<df*Zr9mJ`206={Fa)S1*0<nHh)Wkv$~=
z@2`&8cdO}#eYg56y3hNg=bL)Cr&LB=#!sHOJ_A`=fBvVO&+WM5omF*JlR9<g-JMaz
z$lHOqZC2Gg^p#fzf*6;Le?Epw*KYbhb%*EM8|4jTVslB=VP2o%t|K3HS3z(Er_dp<
zb0_~o^4>Jg4nhJ~9nKU$LeEnEh13oV1}#~;@%#_Yu0O>gBmdKz50P*HH!zlWY_VVc
zJnvUv|Dy{};V`2d!qgaergDG5z38l}>9DkFEEzh6Y_nYxUT4A#<*E$p;HIR2!WdtB
zmHe}(V|{iqS(T{oXh)o$)Kc|*uxF%t?`O|c>t^;LYT$+_<!a<DP^olLJ8FRd)8_b{
z$?0nRGZ%JNo3C7!p#EE3e3?2iG@HJ<w2S7Il2%n-R(hFQ7+x5u?qBJRP&e%MRGS3b
zJ}K>?F5Tn#(|SqBP}M~P`&e&E$j&34)+)7ilMe2eqIjmQ7pPIs37T+q__~Wq)#|;T
zPpvNmTrGI4WPGea$sNJxWFfCf8|?FJw|<lKB&*!Lo6x)*{aa#=cuIi5n(Kmw!dXZ1
z`d`jvcoE>*sdl{UNzkj&6iEfn%^PaYnGyregmG4*Jq<LoC$wab#pn=81@?n%_LUL?
z_Jna3qf-quvnRA<kG1G+k_zl^w%M<g7_cV{{IbTtFlWLrXZOx1J{L+*-~2(By5Epw
zVEu~C`Xh+}Yr<f~_>F;K)`T%wCm-_^SVtupSRb@m*J&i{jBArHaLQ+QU((uYXrP%t
zp$-1HkKR_2fq!}<U8lJc1Jw!Rtfh+#H1j94a5|RKqa_iz54X8jNes9X29B9+V3;vs
z1Y^CDUM8u)d6CWeA&CKJ!UR^*>kKS&C#>HsM~Z3x<c2r9mRj#gGO&NkX8)zcfIVRl
zEI%6<W=$ABYfL6<YPeWQN3Y9nu9oigv~G6y!V9jRFmcjlcUOHyt=0MbL!!!=-#k82
zw&1jJ-W2ybYTKD*gVoYqo`hjloK$_q%~hCaa(O+`jE<&X{HK4Z&A-j1_UBA2XP?h9
zz~6mVFDP4J#WNQ_q~c`B7<Y?kwf<yDx|Jp|)I-_%LdnrsW5*`aMcai9$g0bxPN|%9
z)!kJcqV;+kdSSi&Rg_AbG$32e{U3dduKXYG1l8y_PknnS7ay(H;Q1^@>eyJyMXp$6
zJ@1QFu>>!B<3g`BKtgCN=<hC$)@yKswz9o9Md8x=*qREsN`3i?z7tXIXxLb<8x2Kr
zdJSr_ab1L$zF{$gJV2{#SE6#A?A{~!YUT<9><j8fIW}P9Ov{_-vTl*$q1B)#3ddWE
zBp7Dg60N2;^mZ}}O!s;1yXp_sQ~*nELqf%!WmIJ!4bQMP1Q!S+LUs79;mu7EJMZ?j
zQ4dv6`sdp<me??MezIADl<IGN6-?|V1D=iX&M|2zuzkW=_C<KZSqs|w;uS8!|6ZGq
z?W^!cG4gTT#@=z>D_qtYsSA8uzM-(dsuv@ooP8WdgnD6blt5fH3nq4-iN?Y{O45d_
z1qYiZtDf=nMfeV~MD^Gq{kg=brrxK6^tq!VMd2EJzAS)gOm>_*f=gj(Z^)skK<Ltb
zkYupz%)m6&qRXHTX}AK<Ez|A?oW(p?`WN$(zv6mHae~;s0xum*xg5NhzdO;p$dYh{
z$x*?pJsPRR{Rz?Gb4e*xnA$T<eR7<(acPFe6Pu(tLRYMC9APo~deN*HWRS<B>%bKf
zbaS{~)J)}E;*C?Qlf9NZI$Bk)_BK=RCwm)Z-9>E8?oRO4E%;g?Ssf|&W~r_z-lf((
z5?slZaxld^(poLSPNm!vqtDljQbEBStL3eb9G3O*US+*0AxFY|{TsYS5SrXwO>KNb
z|0ETg=I!SGG)8U6^tMw`8`EN~FJzG|oyupagJ-fDTSm9a%WrF|B;0V3H&$)Et#J^z
zdd8qkwZBDiGi#ru-Zr|z=ZfJ4T}PFl?rnM=+*_IQz<6=ro=vPejYZqC87~;>EjkxZ
zc44ejW%1gDAIIP{&-I!rJV9$ndi*;w74GtPvNqkz(wylx4Jfn>=VK`-tKaYR#G41S
za_^+L<COWG%mmB9E^Gu=mR%a_mE{dQR3iJiakO40RJHZqUPJt^ezIqjj{p9|L`DC%
zu!S{1`UJE45&`k+^4YBelH5g&_3a56`>LXyx2-?gdxuS!Hsfyp^{GnYQ(M$G(fWFX
zC>`~u+j)ms6D63s#*x-l5`vLuVq+ca25nHR+aG_qR2D|8FO(3(`t1Y}vA!eM+s^$!
zV~+KFt6EYc%yGdYG|X2?LJIR%mH}}B@nuPv<0<pHpKYvai9~}%P$VX5H{RD+pDW)^
z0dapxA2D><1h-0g2tmUq2tipFeqStINFm6oaR@%kOb~+m`4>WPf2|>?a=c4w2*FjA
zMbT<N(`M1(?pO*z*Jt@Ht#JAknAjl%>j;Qnm#i+{B=^ahLhz0*-uC_wRG)S6MrSpn
z^0kFtvi8|2=@Qr171^p!S8u76A|$IcZ>gLIw9q9JB?-c*vxFd=vIr6!PW@taIQb;?
z*}|z<5+a-o2*T;p4y8>aB^{z^Xl!lKWN-+IrZjC|L9FiAvQ$NDZ(k8iHa=5|LogX0
zK`=@0`aSVup0|~oHRE6!%1jVU%lH?9X&EIFawewHpQU|SF+m;e>0KTgOe;?hZ>&z9
z=^7pW1o2Qu9;DZi)=K3NOOFYNUzKIODVC~ZYv|4n^!8>3VyR2Mw{g}cDqmYHrE8Bp
zB1GtJj9z`{tfHqB)l=W+dp*`Wk{~FmT5BF#BnhJGe-eVI`idYTs^;|dX1Mnvs@kd4
zpWDS+zsn*Bt-j5!2pW)=y;T-xL<}NppDgKgRN--=X(F^v))ZPHJcA;ut+sKG9a&!m
zN0yEMTq=RcGQ7f(l_Y&_dxKQOq9$GC%;=uzW(_&SPBJ%ySa-GpA=aIqW(o;0?5y2Z
z?ESyc5L3thpcLJ49=iN<VVs)op#?{|bO|DCfPnZbDB4RA=8LN#!lvHiO^&>1pncy^
z&l8)gbzW~|)&ycyTd1|uE-V$Ybf_ixyo0PN3C2?AY6-!JSrw;8OoKLP#O$D@TrLYE
z7?(;2f^iW+L@@G*=~}JUXL|csk4oaR^>7bMLd2l~apLfGNr*UnKCZSd&R`J~h#j?k
ztK#&4xroBS958KyJES~BqTv#b#5h?M{zz1do*0|%X5BafpJy(Jz(f2C5qPN92viq(
zZ>b>y^N)EV)#O3m=<vGn)XNnd^CVmK>6bZTh6{+lUJ}bG2G8gitZ~5-uPU!wmQdfn
zNuy}R(zJIKi}BCl_;+m)nWcT{5|TM0=UQnJ;;hu$NiZTZEnY{YQ6MNHbF`EcSr`%N
zlMqB?F+qYN(mgC*54xiz_1Qvlgd{{r8W1NWXGlVXWL11^A!)D(3dt_oz@hOvB#YyN
zL((QFl=2XghEFi;%DV9TV%abnc3Cx!$SP)nh<uEHAtE0mi8c3$Ylhd@Cr%wfarH*L
zS~P;X!%b2xbce4Ah+m1!kyPZR_?o-Jl!$AM-Y`*pIMN%D^(FDCE%tJ?(_R*$bZ^*s
zl((n#jRXe`x7~Hg?UDrX^t*&0p7s$WIG#?~@#IbrE%0pdbVjm8JQ)xto|;LHh^Od;
z+TzJz5fo2(+Q5@`JnajKC!63`sTktP@CgQ6>0jFyWHtudTs_#bjvQFgtUUs20RKW@
z4M?ahu(ns$(A9MhuUcG2*O-R(YUW;CrYipE(Zae+It9^HDIospN#0(O<Q|=X=&Gfo
ztN8lfCiRf@phsNl=SWzfpX1-P#ab`z(6K_W%DK$@yERWjg2F6c7n&nU5N69H1Yx$A
zAi-f)ouIp|$0T(vVOE$^8W$<)5M_@@h!bURNHC)8g_@!)glABY_0{G*l%PAU#Z=Sg
zIBFBzDa9ek43D7Gl8*Iz;<fK8TDe&>j;$A%31aIo|3YjXt~Iu9o9tat!!SDU{=!)G
zU8C!x!|OGnVRYx}M7opnZ&72b0sU!=rEwPsh(GF8-w(#p73?Op$5^u7{W~+64ria4
z;;kE4MSM2J8=I9vJZlTELhVeq5UXOY@-DN|B_t@oigck=NrC|DE+Gi8t^^SQc5*81
z*!Y@ofVESNzG&9i8X$}4D4XVusbN>FR1zZ042TnEmr6noGkU{q{!nl6xp)SJnMWJx
zX`;idYm?wGvk7vfIE0zu7fjcrdjqw)=nI;zjclUhY$S6*oUP<vh_jU>vgX0D?kw+}
zHN;u;SIG_4C+l;g!`BfLb>#W@RO?x(9(u8-1jJuC-|nGa>@gi-+E4cWvO01NE%fXi
z<^1qVr%ss?*kpT$7}XY6KJC3Hge*1vTJPo72NDt#SEahpdy)ik^@D^UuD&IRh$~u-
zwuoC%$NokPXNJ5?86s7`+mVI^>QTuAkrui@#g6eINr*@@AWoz;Xeyd7I<z`XYa2EV
z7D1s_rtRKuhuXIxp=J|&Efqtk8LmR8Nsk9YZPoV_YOEV~X?0j@gj#R@g;49=w6;*|
zdqa)exz>%|<nSR>-gz-?sPqORtwKQj)s=OKB5gp^8fIg(o13iG-{1{576r}J74yAO
zS(HjsYpe~_?z>P((-Shhi#An)g92`lE_tOSac%8CHBtf)Z}SPF<E^60g~{rH2J{}*
zUF5U|o<i#$NsYiNzp2K<f)$dGRS_He6<QT~eh!b|%qQOFsAdz)lROXuhW3a7>4`uL
z9NI-O@R%I~k1-d-z{mUxG4OG%F;H@A%~K|R2aTsp&Vy*Xq;`mbodV)_;ex*@2EMN;
z1~P8*wzhj4nkAk6K{V%3WQg|Nk3y6V06d6xN`iv|V5ly6LXx1ziD^b|@gMjj0vZxT
z^f;?yJT2X6%{T%w6kbGYBa0vm@FH61R(-l83<`r`TA>znp2u$?H6#IM7}x}nk_W=T
zumO`B=?}l|jZV?zrfW0Z6Le)Jh=P&)3sEqVB-T9WR4%S@MV7h5n-o5s%8M7#W=QQ2
z22%yZugj}vC=9Ba)zB4SpDOSmn!QielK}p`f!l~(Z9~rp?ZPXCM0Mn<3$xYXCiGyy
zA_)$PhEclY9g+mmP%R;dhE)U!^arVG{c>-rdjq1Oor>Plzp3?-EP`lA{h}$Q6J+Mb
znG=zUvWhsPHiIH!j8^JdJ0ezvM1)OnzZ8gwFzi4?NT2xizitJs(ciHn;vHs!h}g%!
z5E1)ojfjOSYmA7kUrn~u_}PP^!(GiOEGmD!GQ|p`UxD_-5s`F8=xggjBv{{#)92kM
zY6*=tb`O!5H#-mzO^JVP0WnT{@LwTNcMo_dEm>+76cClVWOGS^fXI;$1Vkr-=zu6(
zFrb&au(|FT@JgCjQX>{>Im9cHgh6p|sn(@$bKNs^A^~R4U=wtZJP-$l`Wy#I(iI`T
z=Z$RFMXF++w?q6z%nb1`hkqd+=BQ=!Xrt9QDZw`O%2hRn!{)vhC%Kn3*Dt2sCACA(
zutY%oE=*ZXTQ+wzueoPPiMY<#vT2?51hJ^C@+WAwEfi7$l^^nE+B!)U6bqMYMr$Pr
zVquGfAQs*vh=_%4G8VQ=>a)ed7m_e27A9$3KC@%t&5&5I30{*t5DSL-=o6%8{Aw?H
z)Z5Cn3n7rOi+LafA`<-}5Rr&MB1y&omvu65{O_eT<TCzol(R*|dufeD7LqNQh|vRF
zS;Kp2sllwodud6ekojI(cA|bSt+Omeb9DQ?v}^*~A>+K4)+rJ1r6r*5{HjdRz9tED
zSs~s%mNG9+^l#mF1SLgO>T5wFlgNH4&6%3mrA<@$rL?6bJ;tb2r$^RPjn;baFc)(>
zZz|1GKd$vwT9-)exw%+l4aj%C_3jarVdu|+tdA^6%6C-XJnik^zLwnbf;Ux-O~{ML
zn&X&kzmztOdBNW<ZR9A)Jm<sGPAcokf*ID05`5%z|2bi|C)&@Y-6>I|pq>8sf20#V
zmlm4-xFS)%+jT9Mv(q0b75zZ|NcW9YrqnmUnk!juDfbn|O0^Iu(-QTQX)iG;Vsj(^
zLie;$$EMjoEm%Hi0(;wjGVS{f-gz~+eARR0@~u)lT>i0yOn<24Dfj!exjbDxIHX5?
z_ip&Teb!zoX?9FMGB4@!4<z$tiw8Ym{VpL3{%_DM_uq;7VYK50CgAM9YIAm2lFl{V
z&E@>LrZMHdi`~E5zTPJ}!q-wC`1(ifYj>+8_0bA%MGbzP`igh4=}lz3rCiiIQVn>O
zGHCiFk$itAz%GsIDIoOv41ZgiGJtPXOTW9ff!gt!cZM}oP$(oJS0w5CYXg(?{k16}
z6q6hZ7e9q&NZ}rNK$5<{7Dzc(|GeqVrWDo6mzu;!N`ACLPf^+Tcsr~4r~0=<hH;X=
zZILlZGQNuoU|;wCBtE}trs{6?W+V?_u&m<ll5tMP;Mc52BxJ!}pHJ<`OU*T1P*)XH
z_NZ&EHb`5STyMQBAsBC7B#5>SciX;@1eI3~?C<`JT*fbqeI_xkF}_Q!UnQhsN=bkB
zF0zH6Ao`6l;$qwV{I@@daIuZJ;x?GUb?3X@wx*nI4-G0aA%zQul(~}h+dUs7>FaDQ
zl8L=PMxb<JvQ|1#Vz!N^_o%u^2$arF*3Y8-OBKw|qUAEhS(PX5P~PAU<qZgJ|Jcu>
z8Q`1`DUX`+TJbCznSfVs-b>O`vlr=azDxETnaFq8W=nNZVY3LLE6lmWwn$P<-&@+>
zx?MsFKcO6A0|FgxrLA9HD9$2tY?-*f_JS-6nHvH!o%?GaNGfb#kprFkYoS&CZnA!8
z<1Jh421hLJtr^kE(+f52L2pC@o+oH~ab=B!;L6&+98&1M|7AtcegB(W+xqjT&%O86
z(9OK@1#M2mr-<l54-+FGl!P2XAL^pq`iU!7EQ?a>M|p0uG6exT7*~c`|GIa8yH$#Q
z^{hCApddhiN6$uw5DX6x=m#4^2&M%H&_NkWvWL=Bf;*^}zV&va4k~SEOq?ajIUza4
zZKXJ4e@OpyAB#u-^l*yW@SS&Haymm~*VIsIh}7S4m6uJk)=Dt?C;Eo;XV&8enERql
z5`r*$ogmr}JcstJBtWy?o}!!ec8RH;O?}ZJ2|=?yKvltg(GkXo=KL`K?eB}KXZMfe
zE4g^9QL;d5HpHMc7laMWwG1#?(ibVZHE&IEUPEi!g5(&TQhE!meY(V;Q|c`t&_1t)
z?v%n?=uW8*Q`BY!dQ{>LGYsx9!+;!lZs6sX0f7anEes3vb7(W9TBv}jwh2=u27|$E
z5&{!$2{Pf1bDBWhVS>ROCK!-qgDT?G;g<#uunaKlxH8BNyoa_)>IOSrv+a0IVo()d
zNC@oM8f3>;=d^>k!w!Qx>@XnH`<4x~3<ykk*)ah_!zU@an|__*l)LFyDA;&tXqqYl
z4DBbLAiDiHFQRpnR2UlCNeH4kds&ZmmH~z$ZBn)1_|$-4j1Lz{1`u2k5R507CP@Me
z4HU*SH1xBK#)q(-kg7+8OKf2kjxdZ0M!$hYr|ft9_F`xtAv`q1hjRsCXn24X!O-x4
z%K5y;jfb*hbX`F%vGkRT7JqvuST9ODFfwcqkZ|SNRD_Y?C+i~t*E7!dQ}vAV9sIA~
zIx|XhO}$OV^IK=mobsC!-W-3IEy;D4{dDSCy6hvY1G?<vsl0S+u6{e|ZI}EugJr+{
zjMO#lZr=-*D~(9}T@@uhd94N#QhirxnJZ1FJQ<{029^2L(sBCg*(|mBqk(m;(~|oF
z?&mWkFAkUbtqH=`(=~3oaW%h9$xJI>5}}FarRm->Ph!wSD<p)QsOv)II_S+&sVc5_
z(h$aqp7J;=<nQkha>N<U)8LHeX+V}`49vF-2)7DXH<r~yP5UD|lAMAT*)mPH$UCKC
zu=F;9IF@ext#gbzJg(meYqg|At9(F0DyEjlscFl4wy_NGhNzM<Eq&>*#u4t@9PwzE
z?@JaC|BfMkby@GB*7uT#+oo%xI<m`aKaUpTEZ6_Ez=EGHh;V%+gumkmM>{p@9qm-c
znf5{|UL7ET<NxwzBur#Y&`cY(q+e*Jjat?)g9A5tuM*to?snkOfh1-CR>=WY$sw#3
zM5&#RUD(3?P?TCVrmU5EI?{JrEViNS*azR`^jN{;7Z$pgM{TTJ<Lm39A8O~gvi}X`
z3t^QrswU~1_E*|Z3$$T@>HJTBUJs8YBIn%!M&1sDcy|EAxFY{hRJfYnqD6bwXv^9Q
zujhN~qtuB;zJ@o-EA+(ilB#ulSqArDdH1Lax6@|vFWmhq;#&c@0CSRm;T}RY=Mf`|
z+{am*$o4(MzmRkJ5~ooi<!v-4ryxD44xbSti{!?~_$N;L2k`k8PGi64UpSMi;_Yx8
z%beg}*p9!0_xi9Q%RZ<|VsDIqOZcDn`5$bC<nqKFt80rVT$q<W&25ysJO4ul5mnvE
zbz|-(J5_XyFUw6^X!L%;urR7FwRyz+H1+Jz*beH~7~gVh3_Bk+IIN|3uwbMB(>B4N
zrv3*Dez>>sUDHNhptg1#GEO}n>$}5}r1~OKb)4@W6O3(%dGWr7tR;f6ex*Q32<<oM
zR|;H9)UqSgD-~QnGcoE;K|<SK-^|WaJFd%%QRO3jqm(;uW}^DOiLaCOv>?-O78nJ&
zFL{cL<Tnc*ZR&f%dP~w{r{hgR^P2@*B?i~62@`X&yt&#G-ZS0$(LmFkYuB4v+wvK4
ziSAch>bLZ^mX_34BNKf?tiL5a1pQ$Px*%P+AA$%&7t))k!)1M1TCoP21^wX&a=og5
z&%d>OT5L_0Vsu>6DYbdPThZ#qVZH{@RnL$@&MohydXXbp=n?bQmik4ZO|Q0yxhp$6
zMisR1rS#{*dZ;X9_4rT!6>t7+Zo56j#Bu<=jRF3E!xe9@G!j?5%hUB0@4*s7QwV#H
z^TKq!$GJ54iudSrz3m3QFls&1QeW|Y_nX<d0WXY-zS~gAo35{VU&Z32u0>Klwz;R?
zUJ<3<_$I%hYLV{Slr&2aaR29Q!~5U3nkOh!&_!6*-}aVs5f&_In|e(v-yBQwSC}wt
zz5EJ~8Z^>3y18kCp(@=|PE`Zi_#SrOL$2bx;7j#ga22r7ese9j*jw(kwUwx+cdCsN
z@X7uR-}Bb%(oX;7@%n0OJKu2Y9f?B@`0G?rcbBHrP>QZYQ>pg89@h4nN{#Q}D=<rO
zMo+S1mwo@*&=S|STW9)axepq~r8vc`P~+$g^c!Z3Qnz>X-E0}`(3w%=ZmM28o){e-
z+lr1_w~g-I-ioJRfzaj|Z(NLkV0<Krs{G*eM7PySpRplSk@7{Mx**Hf)?Jvc)@J$I
zWVNTVW?OR9ZKTz0DA?<>wNBZ-|5#ZPjKegiWQ;DEDM@gcRwN-<mlP0$x=fX>Zvr>y
zOv(*ur85Y(UOl3*HCz_KiQ4+VI>%T>>*G12HB=HJugicqd0kT_A=W+<Tj{*6b1+3-
zmt$qDwz8s?UV|01(nq!-1o={4%y$+2A|*gCm;}V{4_7x|D>rGj^Sg=;sC3Mp9%f2R
z#2zMjoXRnb`#RjwElO9F+b^7;;=B9i)(}nQd-}%dOKq<Z6Xn`p*~WTJ2-X+XHwuV9
zn(PjXGX42Gn9tP|Ri}FR(mASH=J{G?Z6zMHMU{PZ`2`_HN7ci5zH6+nBseIl?3=xx
zOA<uYZxVv2+CvZ#Rk(9|98r~TotD(j5p8JQpOl0MC<EdIRD5gEBoR<n>)Ha!U=b8h
z&2%;XZ3onzkbtrYevyjd+}H34B1-z#?~AE@DWX_4&J(m)X@pb>|3XNWwAKf|GNib$
zGvfFUeg{aCgARUWKNb{0N&4V-cY&{0;6qtsgIS4#-;tycAN;;i=o@QYDG708?ld*~
z>MhaZ7<VCE*yCf||D*2RKE@T}pnZ%RQrc8JaEv>m$ak&ToN$6Wugn*%W=Hh)S}Ubu
z+$CGfB?M=Ri&}@yauUL5UZei?_)^_ZwN@!!UyH0~sG!+$)-WqMUsxh}<4Ey&3Bi%#
z8zhatwY15=1m-rcwXS7u^FeDpw|R=o`R6t`Qhc6@@bT?>$q`42QXf?Jn%4UGb{~@>
z!uInoMA&{EVP>a=<J&F$YxDBOR(KmK@1M@W!F41A4nBD{2RBu72m0z;&8XDE`jxZh
zOuFiFRrya@d{z=cOn*0K&eGqfq{Z-eniLLycW9&i-O<1V{N1iiE&itOkKt2eteENV
zG%CXWPLUkpZ>bOb-MEeR_i!eKzen&d_<KZ~8U_jYyWL>lOf#x6<=8pcH`2OV3WdL~
zl92H;O8fKlaI*fq)$J08g~u&z^v>FXHu@~LT2fTJQ&Qn_2yjv&*~6y!ZS=NV=)$5k
zO*3&^BFpHN#3ZT({;-@}NhG9W?Vyiz-)B9r|MnUE@<+mitCee9kM_y)87pgkvQ!(#
zC%+E&ZMD9ZU>u(`Tr?i@<>}U!29EdE4oC<Fr{4%dgA<vE^W1uENvuD(v9A`^R`08Y
zNes5|6D0&&-%Z=<Gn8b;h&?qnFc4ALQzNd}Q!}_?PtAbfJlB9=r@2mBefn^Uf{nf=
zqsC9jUuX@H>Ol2Dw(5f<23vxcO9)iItgSvk$!@C;P$r$tgo>-_7|6E3U=9lm2sX^$
z@Jt(Q8DN+(z%c_m_b1xu$=h#K8N749r;Xkxd|GOYT6>Zpy4Gmt{v~URB*6CI8xjH?
zGAH^fECUQ3UTv#oK1t@-GO;<hS2BRi-2s`-q3$V3g~<l_&pFf$t@q>PUjEqCF<b0z
zM=Z7ljgZCMLB_q`Xl&n;r0SMKGU8bUbTru+^a~wLc18^y4e|!JP4>;Np`%%GB~ABA
zxx7F2xuc2l2nc;a>f@26+|!Iv*;o4LWVd=CB^p*ttFp!mGQFEWIz#t4!!r~e-zKQ&
z!Iwm;rA^a2TeCxGXBxCatfe6o3mpoa^*#|ovBsf57iK8Vkuof!wk|9}T{6R$=I_U3
zLEVoPWYo})rHOv*Q`QFk*mnBm@5j{olmR`GhcQm}V*RA*=*4bXP&LQ;QG(HnJv7Vr
zy7ip_<__!+2|-vMCWtn$@LJzat6@7)iRc9)+UX7~LSk?ToGu~M3zS+b!t853RjKWC
zSJs+oL|4W(nq3+3M^|R>r;Z>aQnKIKrL4>{NYMQ1wbMOWcst#brQTMx)EXrV!iHf)
zHl;kt;E0ZFnj}R>Hl>~J$a=KX9og0AG=P}HfMJpsdNKoolVAe^3oddj*y-y3u=Tj)
z0_7jEE8r1{!3grYgh2aOg0z2=DQa^+-`;fD${Wm~ya7QMSf0?gn`MAu!D`0>j3#sj
z++Fp($(L{aA@zeThiqF8NepVDUV9OEuqC{`SrZMIqBdJFDiU|pguxxg7!W!L&R4r{
z@kLt(7{(lMjKP>f{z1~t;SAls|DK`8lmSv*Zb<b@3BnC&<pf_hwRrNh5mu$7!LTw$
zLf})J1sh<fF|xfDTiQM#7Q@PIk^$Q9Ew<PUg|pxXB>_eh3S^uGhqk<X+v~w(WqVb<
zs=S}ek%h6u=shr&$lk}_YhWxP8ORdq!PSbvWGm}|!DMUu+6I%m7SpI9*J=7Jc;FJ6
zwf-jUz+kdlK<Ha#|5Vz8$>Np1Mk@Q>9#z&EL7~TylkN35@(=#kr@{swuCc$#4SXsb
zIz5e0hnD-2{C&GDsQdOE<hYPIY7^17x9&h*K;Pc6gZlU`UytO!Sx4EU|16cp@o+8|
z@{gl99?q8#Y=`D{(C5PjEw+0Ptnh8LI?Dn$6&@`i2%HfF(bgk-0iVd4E~(I9r*zQ0
z{}hQqgS|yU&|v@5LHGIp#~9I2JM!QD1t=OSaYaKlxT2vN5F7~`5Hyae4!UuSATB)T
zy10XGlbfVQu<><**fq@G$NEwdph0ex5a$@!07K>{w#?TZnP`wFB?HL(Cm<6IGCEV#
zCK}{@9dv^XaSMIdV8hM69EB(68|dG7a{eDjC|agby=a*-iu@*{Ws)$o%==hRw9Fz_
z2raWHvxb%lcJjyt?C2CMaQa)$48W=)z^WpI)kr$iqSN2HvuQ_jVGn+CK20rr#CKyX
z_M`0Z2Jgvqa?B^dlUr`oC%^>22{508gq{G8WTC_OpBs2FzmSNW6JSQ(4um)X1~CpD
zNf~_tJe#)82M_3`el4P0UjND9U{y7wq~VS7c#?QuQgthD%Hphxx1g$UKx6T?9X9Kq
z<6qclWmT$1vQmrqAM6{Q<X_m}n8b@XtaA%^4uqNF4sQJ1ulNsQt0wc8>*yeMUb;Sr
zrA;tCh^^0FBUR?>H{`oMNt?pU*avXrotfewcCi45t3x+8w+~{szUQm2rmgjTYe@=y
z{`%@ubO>O8v41fCY2Q26+k&4yfBi^80_U&pw=?+_Y5SG<O@by|Ev>#LPi4RF8>ha1
z#@E-{A&~mm)gb34`xBYO$F46u>)T=-ll0h>I7(<fb`9?+e1OwX!tf*7YTgE4s@2#)
z^HbM^##7e^GxfXZujG~VvpPsJ@Ne5u^UsqQ@Fxr&7k~44U%KTp(9ECE2LDsNi2ry=
z2L7XM{#Qv1_!9>F2hAu;x8@pX=1*vo|4VedwL+4C|1z8ZBN7AtguyG|8w?DwR(n?a
zIxCz<lXLKGw}MxQ`G=Aa%-^$_|4(AToG^GBeUE`*y$R#jJMaOsGm;9NPuiTLIt5oN
zVZb@jz%XaR_&L+N=#^GiNdd0eopfdPlNjhr7~<Mgjq;YHS>*<rSrgjN8vbas**DOd
zB+0;kg3bS0i2;AYz}dGL7-mfvKWnTwYia<Pm8^faq-S*1&(s2(<M;V`(@d7p6Ovac
zs&6SBH`xESIv3OPkLOtf{?mW(&cDsg(w~@EPEB5CfWL#Gr);uS)|P8xSFA2hRn(az
zsWI>R8mLd+@g-X?OZ(_RK1F@H<(eq9==MB^w0ZbjM5T7Vy{w&@w%%9IdPf$bDV{#7
zrw`CpuBJh7>GqBhvGaq^>p$&;J=PeQgDC|}Orp=*^{10YQtMs!%boP${0`<X?RilO
zq@#$qjdlO)``2atD&csQyz7U)R@Na2#;ohtPHO#!zAk0~JhvS6k*~ky$`bzKa}<R)
zu&LCuAMyPS$qxtKQyUl8SH&OuGOgI4qW#@e>c1cR{xM5ohSw*iMQb%Jx8!p5(5JqJ
zR<Kp^>eEkYuQ^k4gtX$%e3w~WC76wJWvZCx$lt3shBr*^z*xAfu0FmpnB!D@+E(8X
zcS)8`5}2=(1e{{_Q~069vUgY2Q&(^EUF{xOTUq<#W=2^Y7>%DkAj7&+DvrZMN2>j~
zE~6xr&HKXlsC!Or0;6lNar&3OiSC89m9S5V4M9-x#;<%+tyNM*#8K*YilfIQ7;&^J
zOFgjNS7H{xO#kJYXz?*zgE^lywsP#JFRSnqDpD=X7Fy@17XR~2a(|ws?)V>F#`#im
z$Dy0Uqp9YxHH+ug-IH78(5H23;7UVthb&cjb!nvv|JFCzj6NKtz3{DXsP(UughPja
z3<zI_{3DAytMT>Fg3ITs4d2pR`OkjuyC5nin|ix?msHN2IpON-lxskb*sM4LncY<c
zL5$}8mz3b#h-}7m{$30>BGa=eC9Fwa8>_WMp$AI!%<ApR)(1QxoljOaIv=Q~*E6KL
zz7W}r%Fqc<WP-y{&)>(FC&a``%`oMS$kwMk<xH-p()<gv@``LdE5DO_U%LhrPI<1}
z>AS*oIA&>0fA)>AsvN<Ym{LVe6p(OLuwW);V8hg$Uuf>QKp^!}d0w_&Dqokak9qD5
zp;+NiV8}8A@SJUSwq8inkkw16J-+5Hd!Uk(dZ4PzM%^dabx*;&iREFb{C>8&;#Xg8
z@@$64{`*p?5-#U`CLy%%x!3yGfbf>*E(yU3Z6`srx_oA%o_g08;if4x*1IRke7=5n
zQkKGITWk)g<Bub(ccXLkdN-aiV!iu5m$e5c{arcYiuJC+73*CCg5w$kg0<&A*?N=n
zFN&IjzO`1F)C5{n{|&8u5`$IxI0=E)qjU7OT1JlE;H*5S_QW098{DD20l|LOYW|j-
z0fq_1IRO)}t#&k9FX4BRV|WSwBbmsTEY?VMQCZal(Us-gzk5YeVIBXXgy8<20f7$B
z<!G7JWR5KpOZXkKEM)!=km(%N{3WTdjwc5?M>U~!euVtXM>Pj+u|GIsv4}S!6{~I;
z-+rU9h$l%{#AmP$=q@rk(=T)v8J%nBE|59Y_JnUn4c*0$Cw$jgg<Rer%sW>PsI&wi
zT;)`Ew|k56|N2&1!vzw(1-&`3<wpt&tQN{U>q~gkLa44Zsc;kTwh*eDO)4DGtPY`i
zz@$PClrN~@utA+g5A=|$B-P&oNlNrUt{&>h9$%&CfZk(f=zu=$tgdmF6ebU1i0puR
z3VAxuY033H=33h&7*nlHO~y1>d2ioJ>qm*g*uTBA-nlahVP5xXgVKeH{2i|j=Zvpw
zeIbit5AT$OaG=&dK@e&jgVgk6^r4&b-zUCeHSHp57M(*}7u`9;Nem8fI!XvShxT1`
zmzKpC(WQOLqGgxnic_xNeTkOA6n%mLL7#wId<GcpF{TUp1Xn{<aL|{fmi{Myg*8EH
z1nnzr?JFe)UE3T9VeMVls?@{2KJI>9RK?^Wof6M!L#4LCU=14#2;F}hZy6A%KUS;n
zZb%C9!OaG#4pd)ftG-TRFqXV0AyED8fa<su{oixyzE10I@P_UN#5uPyz%XE~>3>|^
zJ0%r^5yx#Kj!O*uAJbJt8ltCRS3R^)1;C0}rZ{U99oJSE%wdHA!OcAb0t1dYHGn}S
zvWxEEPjuED{NJ7RpmMQP6zygRLHzBeo0_&Hf3!7O5@AfaTtb|~8UqYHF6*l04(S?@
zi-BdiWB|EKgxq|U{cBMl>v2hhafQ5x0~@2w;jFH!9#K}?@|HOAFrpYe21XRwVfi~q
zj3^`nBT7H6Rg5U#vK|;wzU^Amh{B(hd@i}9s)i9|d`ig(>knxMX8eZ)WMfW?l1P`;
zAXkJ8_D(Ly)zeNl{?{iovLLi}<%(|o=d_YUf443v^~7>tS4=F^oQY)?%S6B4oqjpX
ziY==KXC}KCDZBUsLTQELn7)S2d|S^aA?Vcm=ITz}phc(t%z|#Yyz@Cst=@TWgo+$`
zk!AIk<<YZGln_ioE+q&>C|T~D&Rj34&^WKn)m{6w5`)IML_*Lw7v}1&eHmj!qhzlb
zUAvpOV!mf^MXNL*IGr&dXbm&z$!B`zz;&t0Nhs;(9-pfl;RjM7nD`z+w24RfaOOuz
zfCl)jggA#Y1{fm0wne@d5Q+A8K{v9@KgoeeH$k*WoXs?s1ZaC}a&_Aaaf&NJO;0T8
zp>Q!TmVftiySt&iyT-HF9%^fJ;|Q~E(FSEi1*8x6v~rUyw81rOCfeXY)(35HU^leE
zNU;c1+e%BzV&$G3xY0&=;ACbbmj|a&0ZyYdC(Gfqn3g)+n&);dxx0o<|BJem{9(<M
zp24SK=Sm1QUHj9pGrRFVroHJuP0-N7cyLLzdg!^qvFc=QNgr#OK<Z6@gPiMSDP8vD
zP5&>umHcWwF6q%%JVI#R^nX!eu+K^uXVd>}1I?SQgvMs;L*2xt|M!v%{Qqb3-zPEP
zPZ(^<W7Gd11I_#iZScpYe@u4~ec&I}UF+XMV!)p;;EzrJjs}|f6WZj@oBm!&2LAnQ
z{ufCM_!9>E(3cn(W=$ABYiG;<dPxS>*V?Raml&`n3^wMKfnnB!k*x8d)%B7JoS(Ki
zzbP@`Oc-$f*uXGn!uUC3%YV0|0N0&1*FPi%TnR&5?Ja*-4^c<>o-m>Pteq|Y=8_Ej
z6ME>X%#axHCk$NO&A_nMgfUpZ@k`%m_0;?M!>mD)7W~U>{$nHt{0T$)+qeBD8)z0n
zXhX>QL%pI^;((HY*3FU@Lgw2-mP-tT5C(S_XAGpzrmmLgElC5f;I$KfTbP;?mSHuu
zV{vwI7qyp=vkO^9kKB`~amup`E@rRCSONaie|EvY&CS52Of1LoDGUho{rsWC|CE<Z
zvc8bE;GiPDqU2)t4?WbBijvmWPZAwCl5l@Vj^ZcMLUsgy>!DM=Kjm^*9^FN`KZ8s5
zxxeV44<Sx6Mk=;dir~HD$M+2>aary>p)WG{*7+uR)Y9CN;i_O!UR}#5R~c10N1e<o
z!M+tnwm2%Udr;cbx<YjuR<hjcEO}zS&?!&P7dlBy+P(cpSw0EDe4#i`&lgG=BjyW+
zt;pseuG43ibhpNb@E}ZeOzCKAdI;vKJiSyHou`)yGtNf}W+jI1n3WiiExGhs$*xf)
zoh<{5c|wOgy$h9*r#6f(dDMDBss#tFu^qHVVlbh4Lqg!7SA$I0bWRh9I~?^@2rt6G
zQF}r#zXVCydp=U&D8mLg%79=+bL$-wJ6Z-9=N1LcOIukHJw-_JG}k0N@-7`v8%5#c
zYRAXO1{}6<;vH6&WCcfe=&2*IgT%nm#S#KX7xpw`#mf}6MdXo6N^0z>{X9B^6^VtP
zr-Wdtf`m*x4<T@~VFBE1KxmdsujgD|(#|r$sq|{tGN}bTY|w1Gq9o5O1rKNR3`8+J
z{Kce_wbo0L6+HZ$?cwJnX4|-dldO*<1Rnlxknx`|MQt9gUNJD>;a@^nkyv>6&k)R!
zAR))jLkK)<SO5<j5CrmLSCw318DRM8*&tuNm{D4;emq2{{T+IV=!V1E_R=BQR$>s6
z1rh>><@Yi}vL92_<}h@U#2syacnB}Tu*X!d;krMEfQgQPEuWQiN<1I_aF(GxoMk|;
zjPi9XZDSc=>{_mV_mcW*{)UO|twmBv1g1farf)#t>{h+Zz-*FLS{C?3&vTL`{QZpW
z?`I?i{(etF;EuN)cj)~wrZ}s=i97uLV+b$8u)pIE`7tYo`?J>R6bRxD1c^IxKH}hh
z!x*^VfKZc;Q*X|psfGcjv)?xAM3>T3E4H@?OL*QOgy#(iJpWXX=dZ{ueZ=Y^S;6C7
zd+P}ADlzc*KnY<NxcaNgNhLWezib-i_K(qnnCPrdCjoH!gb;SLWi_#6jCD;2Vn(Q(
z+2<n%-Zl(b7FUuHDfv^zeVpphvvi1M(6Pr{bfPkemhdzaKp%R^e@fO{>tta#>`B{U
zPf83N_LhXeVVgn?d54M4>M#-jhkYBu?n&*i{Spx~<HE8~DZihO6u8SU1HoxP(2?f+
zALURPVEF4X(_f=*qcNvtzKB)$D<xkCSc=48e%W0@;IFPKW^Pb`<uTFO{6%jEPMclQ
z!x|*HEm&Dm=E~Qj&UlG{m@%PZE;$b|<#S3BEyE1>%YeXNsf#GV&j7<;i7XcJ6*G58
zmdadQ@}Q-pa`4w(+FxqG)w=6PXgw{-V8fH4Hav4q8}8DsdMB8hn}lM7{wf&b`aD$5
z*XJRJeHAc)-4yr(9@@LSq#yu+bC$w6^oVC#K}n9<u`(sb-8xV28pdfDeI-4{9YfP)
z{tmji^tr5bg6gxP<TewGOo$&>4rm*e-G|-~-AIpXbnYX<lXs+JI|&GuOVN4is`T<C
zce_6NZ4In#@U{l6<9eu)PVP^8s2iRtNl-Vak|tR`DsQekqj@%t<(-{B(?N*PM}(i<
zGhnSXK!TCI<dkf#vph;A37$e2FCkdvjUfoF@<{FJ8~P`yLD%<c?Vi?0f4*SV^}U)~
zvt$wd9>RSk&8(0$n{~A$L@JP@P?A>Ysy_NyV+;wP&le<x5R7zq*vT#{dd66W9lQe?
zCw*e;AFkeP->hX=)lGf$0|qxSE9_i8$-l4%`XtHaH!+-@%dI{1&gIh6Ln72K50=a@
zV*u$#_pd4$YrW-Yrn6zJHzfpj%wOq)lL9x@^!(K&8Sbz9=$hWVx+Es+TOv1WdMh)K
z3;EY1M_eWUNkVXy{5O)pSNHcD7=Nmx``13T>?{1$NAD|q&E@?23b?xe6BXe^qwgJ#
zBGE|d1W#}6qZ5r1`uhFbgnz-mP5Rd0UnCm+J92WQ8vkg?RMWp`W3i9XL_3?A_;**h
zX+>oUNVwYh#PxY<es0NlHFsS}BYm^nCn$8vQBhxg_S3hoPB|JELNUsrz)q7Pg<C?O
zzT#wP&DxT5|H+V~)cZ?q`|6Y<>?`3>@LO0OPKFls<+|^a+=n5ulG{m@kaDy_La<Tu
z>(ewAE;qoOceGYQ(0U&yh}Ic*#ov_#7!J0OBRKhJi^Sl-_!|k~F~Pl^%;EQTzhjIT
zGZ*pS{*b}SgScY!H@IRnGayJlG9cVnyWi}qC-txO)yYRO1;pQ9_0T%1Kx-W(F&N2O
zO9-@XS)kWV2dUop@$a@waaQe#JG3{rLwf^)kp{^}1{fwp6a-AbIq}PVb;tHNIffH~
z){u#ud{iaXMU7of5M5(V^3jcw3g=YUO9+yW3<z|XU7%%NPUhG$aYpr+EDM>B1Y|nN
zN3TgL98{45o#dm?I^S5JkBVQg#XjPQ#Zj>lt~jQWk?uDdN5v!w$5aP7u+T*xWNpxe
z9Q=RAt~)TwqUn1N0YX@ikPun|p@Vc(x<J4{t_4B|snSEQQl*0wkx;S}X*PUqfQ9&4
z!Ovd7_Syw|qX>2pznR}YcQ<=?6#u}>%<RnU?Cflt-KSHW5K`mayis~enZf1s&}VXH
z#t9*np3PaJN@fW^LI^1)AT)$;o#uv+NndWgQt$6^V`aU&pyMP}O^}&nq$+yqL7GP(
z87VExBqOzqp=x1MAsHz*hRSDCAsK0O4AqS`6=IX6K6_1ttZ-}^84631$b_Zyoe-8P
zM8eWq7KgC3NiVoRr=tG&>h{-URA8tKO;<>*4u4B&qi>yQ+fCgr!H7>27frp^1Y=n8
zbj$WiZMCR4Tpf@QcErSo2*TCS2a0m)7XI4)DfPOfLEnEl%k=%1B?h@g$0Y=_*w2j7
z@M`Rrj1~QU6aQ^RE#i!RZ*fMyw;_Bl+=5_+`2x#ot($fBBstGznKd2~j4F2~L00&x
z(AiX>g2W(vHIWchf$rh`*Il#xMy<;ctQiwsv?e3~HL(PsCKd!~MivA$DbFIKYI0}o
z5!2NusT~?)xLcFq5`*Dmu7sc_H(517y3{2rLi|w?i$5x2K@f@u)EjZFvcRa#kT|tL
z;?V)AA!_rWTbl<Z2JP~KgrGLhS+zmCymZOxkN{N25`gMh5F{U25Y*&8yCyuac%Egi
z>+C#4uFEn0{wy=DBy|x!hpttUAfc}1<{wp;L>N}8N(hXK%i<Q8RdFhHF=I=~E@8PC
zTe?aHklV$QyZ-Ao+3E&KgrS8z8~I1EeX?H{Gph7<1$K!D#HeCL6^tq}NSP{U;Zb6T
zgkV(pjXOR@m36ELMwNA4;*2U_Cr|ajjxq*#kSaE)O@bbNf9pDF^uy)1J<M-=48Kqc
z#E-{wZjX}!@!A(TN7bX!Fi3%TN<!!a)lGqTl&lg?f!Hr-+&tPTFHo{Yo3CkG<)}cK
z6bOr)UE)X=lLB$=H#vvZw~`)5wqFvOQy_ko7#!IW1}PAkzjVpeCtr7u2Kh*sFgULL
zyo<<wNWWhABv@Cv-mtz(V!)a(bmW|-k^RuxLNk9tTl|szkSEE&Kj`uwDly<s81P5-
z!$b?s{0VLI=j?|Sk_`NpxcoOs4EPfUNAh=A7-mhF5bH?x!;_K>tczUMuSg776NXf8
zqyA@Mm^EP}Yh*v1mQ>*Ulgs(M#DFtlz*%LBhC+%0VM3gd{ZL0zfNPCx)09_B47d`8
zxVqU7Sr(d=CUl5(B>Q2YBm@7xF8{F-1O9}8sb^UjW=)t7YfP8odA>**c!wNZCJh|T
z8d{;Wbb7i1Rn57dTw3M~a49o&x(f=>pP`%qMn$dYnOM%K9%MjhZh(h||0An`hlU@?
zHV+LyCNYsrfdgcjxS0aaW}6i~^uk2voi65~;eXHN>~;Q=ZPEpfGFz$BJyH(tELJ?9
z^RJ^mknn=1bGxcz62d13&Ij50kjL974(*wEw1tj$piPToiJHaeSR$dTFinX0wqo8<
zb^#nC;Z|ew1QMJUU8)hQP1o3u(RH=8#WP1wo|d#}`KHC2_$%PJ>SR?5-2O@Mwp8__
z8FAg#6!*4|5nosTS=@V#Y8$V>@)F+7c7e!YcOYJYmrHs_+XeF0`0MIniQf8ZNW22a
z6205)0-?<Qy~=9I#Yx^J&P`pdTa>eyBii1*MQN45HN*Q$d;6$WQZj6GWL6+iw@}^|
zszBn<POG}=r<C_vyA<Ca%!tTyZ(dsRIK@Qmlk6~qcz_^0OzDDGa>nU9%6j*xS0xdq
zZZCE<Q|cEb2FC!OO9)ThoKL!%eT?Ib5%XxPqhKF{xZ<qjj~E_=!H#yRZo*43F)X38
z&gIap_MPd<`K7Cwv6p75OG(1a(9$0>LkogA*^m@Um9W5QlGBM@6ZPLyylquusT5B1
zENU<rk?O5(Gr`2}|GJuui$h&azDiHY3YO08W-Og6F_<Kekr3EoWE@+JW2%eVf+WD|
z3#0itgn`x9M`Jv<#*wt)awNg(R$X9q3j%{7Z^Z&fy7Hq^9~j&s#1X0m!F=A&I@7iD
z5~;}!**lWE@}Xo0qrc}G{XL0+(N9VUjQ(RBQ=De1iyECI!007%q8!>G42)he29ug&
zw$?&!UYRK_B?Shz>H&jWkVpoL4dx7%c2W)4+M+=Qiv@wL-?nX?T+@3?!sC<;qBD!=
zF@a%{Ck#F)$9VZ5i9ssM3<*IznHpt=Sxj+JGZ1$edu<Fa!ob)&VldmHr0lvJDKNHG
z2N>Iez`MV!>usVeFueQZBnmZ$r7p0zMF{V<Ac!Oba>9`Wo=tf$c~0YYI<Wx-o^K?}
zyf=b=k8AHQBmxfpmxRFHzeic(98+A>-e0)(F7J(YZo<IcwPG-tUfa3rFvX>$z}|Kp
zng;8awyMBi{y{p7MTZa`Nr&ks^?}VTYS`R@z~-Mv+1yHpnIKuh$;W!(<oaZa7ipca
z_aaFKdoPHx#F9%{!ZTJUCwp6~Ezzt9u{+s2Sp6p&;oK7?<NnK#@pE}^)v)gD*Wo|H
zIWJ*IB;Dl=DI1m@D<N#za48sdl-G7-WV)P@Wnj#c#+d4)#K58@eNkTLNzhX>ydA>R
zgHlXzG1u~(GzP66!|9|kXtNjuJzgV4w73irY)@PL<LA8fOUwF1@>{HG!cIR%*{NGQ
z?-4adD#muAOFGH5yy<F$L?E!vmk^9(bL=|Ye5pD(BWN$3(}FievtkVT`Q6bN&mFdq
zy_X{d-Q21H!m0&9SnbrwJKwG<n~JXQP~${KejE`!-PLTVJ<!!`sr`rMo}7wcPm%c+
z&C$-@IX0M%Nn7b*@8xw+9>4H4KI2F|FKUd5G)=<wu343;I)D0*f=~hTUZfykG0O*)
zYt!`M(cTJ4S(`#@Titwxx3d1`dT(_xi?3#uP=5;%CIjJ-Y;PZZPqufmsv;Fa8bV|d
zkZFonlq5()Xd)rJ2q@K%AhZaWMMmK?gv>_$Go228oqWdEK(9YhSVj+fX>du^MV8}S
zgu=%CQ&r5oUUiamNJWS!RnsWd-fx<tq2Ht;#1Pbv@DQm8R$Z`xD2)@ULsOr(wv$Km
zzh!}j6_^jUBX8ng*p9r3gxYxs_hg$qgr|FX6SdFpT^Qp4t#z4zw<ae)HV;s)<@$(v
zCLbYXt$>6SIdnCpqO2r4R?Kd0?Bx1^ZXWbDcJ9jNX0M{p_wgpS$=bAXQ+_XUj{Lic
zlfAJKu}*DczEwh)afu&--Urlu5*+0Xbxp~=k_6uHjD)}&o+L=v8#46i?%oXNO|n_3
z?E1Rd3k_5Bt<BAdhJ2JGhwGG&;{-<}+bAb+_Xb{fo#4qBCvXWKkMIyqU{!&gAXS>f
zRXstUFVnx4bKGyzQI0bwxIxK4$PG#cF5(6&<9k4&Uf<hW#i<rxH>jw~yjqZ$;wqcT
zj6<7Ehz;oi5>{*Q7dKXQDhA^FM4hD3R!D$vly7=1F}jdPTxHs|vXEswVp3o4%c`ve
zM|ngeQ?ivLfk)&@2t2}1kZ6w>Lgov3gc>1>T+A(oNx~?%Xkru^6wrG%20D9)KW8aL
zoZrRgL|6!~u&O~`;ZKQ>H40n*I^W7FddieWrJSh&;~7(#44$F+7XpO7pl38$9w@EH
z4x(Yl8aR+hQ-83xX2L_nL?^#qkP&i={mfOmMalyL5;E)0gT3j_-V1m|HC^tFf>Mcc
ztf-<l5Al|7`U0`KkYhA6*8Go<W*npVP;a4nRf3}&qlGE?k|cp+d?q1qjE@Oo93yLS
zpq+El^@;t%E2pZnlG>!M?W&w&hl=Cd1F5AYU6e~)V^sNx`Wt^~{o@#)a0xz$@DM&>
z)c}z~S|jWf>w6`+PT>g}r|<+rPEn74!71tm<A;kAaa>`+x<IXj4pdYR&fGw6=j{%Z
zRGpZU<p}KsBxJ_Hqsb9k1>=N=$47gcgog}gj5noeA1Z&L)^BMH*G7mit)DrgZ)tt=
z7@9i_l(;AtXl;u3lO%9~NfH7V7*CLJY)IG5HqFj(ZYEoCY`{0dmdYaV1AHSacHXc^
z5=J>fTcgnYpmBupB)|?1F2UFc58((_J>Uq^FkwgNal>lY5ei&KC}4Jo4n_P6j!<MA
zAtRE;$gx0vhpA5UVtUU+@8?B3CVH!T)Uy$t8tKTw|0N0LrIPb(Q0Gtf=GX;z=~`Im
zEvFalzq7cmP)Ng0;uLRr^<i}JGAt*w7vDj5n&|DIpPb??8_P~dHZy;W=E6$geL72P
zd<!cQi949qcoMB4-<Fe6G2|BXw%l2(j}*}-YHskT>bX%JLRFOzB6>tuxg#(-MS{V!
zac(#fr=9+7mbYmr8%I)_Y@7<YCP^?n_s+kbg&-RzkZa~&zun|*oza-V@}Q=YREA%l
zE1EOg8}wA$e1&_tBz(rvTT-&$rdNz+mKPy$-IAY?lOjSD<GcTQ|Iq5S)5dcd_}&Em
z1>c*Hiy)K|?R)tZbIlumJ(hY)>WAieZ?-J1DU-I3zIDF0t6Cn>#Lc8#Y(e-Tzxl>!
z4xMNXz1iEy*#<+^&=1}0O=`M>$nB`Jkr_zS-7Gmq9`3tCg7I+Q1G(<QeGf?#PT$r)
z-@d&bp2zFBxDSUuo@?Ij+r}l`^EdbHzB}l1)|^tiE5cM5T`C8oZ_G6*wI4D$?EMk{
zg1tX7_7*A2v{XP!Eg5=wjE%Revk{rDc~40Q5|w|j%v(EYraR|L?9Tq!uxaV;(H8a)
z#Io>Dk|}bP%P~oKcv;zfrc<T6$yH9bFmA4Ldr$WZ9BkI@ZVomRxmf666RFDOs0iD&
zOoXAZt5gYgB?;urJ<_@{IqaIlzhKv#?r{cF*!9?I?-JXtm|WenhEDE=M+CdZ9V{US
z%J*!mDLG@5ZvXApMBVUK?{qa=65y<RMt75>Jf*uyQeGcJu{J`1lWi#kHJjXB#Gj7q
zz4a*mG=Hys1#Y--8{j;<KeYipiJ2A&KL?ox;pZ7NcNN{Lz*|3KGJ|Cw8Yp?uhhdr&
z-B;jU>QOIBxH~o^>Y*FyQ1wlT!hrH(cYT5}Rw0Z)eKyh7^RajZ@Ksi;05(tQ*fvqu
z*i8G_XX2IGyV={+7USyHK_&DMRtc#^BU*c#9w)I0noeTV;uTn?`B+YhhFa?jDkbWV
zw6~e6A6=>pQ-{XG8hYImchWywXgsvI;5_%#7Vksq|0Hvq&OWo1oGv?>uanh7&)?>4
ztg<8qC$OCuf>v}tu50nc3${(RdzU+ddsqj>kz(#Ey;iZ1DoJ|O?R52ix|9lYPImQ~
zEHP2~lrkf>#Tfd$w!^!|S#u$M+=FDR81y;6lT5Qm3WO><Tvc{ROq43_<GvP8s4{7{
zx4`-Dg;a4L_qB={RrZ!l)cf{$hp4xtROs`XtIul^6Qz&)2C&5#`i!{K+fnzu)7#(q
z_CiXz-%FKci?Z(Wu5?sFUbNR=k*72FQWC`#5(6imwby%<N|RtHPX+$i>+KY$z>W8M
zb5;F#1rq<`t!EdY+IG^53hI_jjkuY6L+M<P1U+nQ$!_}7|9D3_IeEIveco2eC;37@
zOcx)xkIugHBo0dY@^pv$DILKo#THJ9h;zS;+BMH?^>@kR)7aFaW)FBD_Nbd;SWeH=
zZ6BgQGhJd39=1J1;bD~oLkB8QWuLc$U4S&Nt5@%%+>!0^3Z(6)0AxvsQrflA<cQLg
z?$lf#SyZxOY}GpD@w%jy&b+Z?l5?&Hf9JGS;Z5~Q3QCvXpFIp^r<Ns?%1FOS(1(V$
z%_!>gu(z5=9hE9$Z5FYndz(v^)p&I5Ygq_uvo8ojYcm?Ja6#pYp28<_ta2{T9K@cJ
zMUi2gDrs?0mE6-LcBC;zoTog)aWgbgKw<}R#U8%J6?^y=1Q%2+2u?cwbS?fH+=Q;$
zNll=2PEVtCj>O<FXqbdR>%l$EL1TlSCRyahi)nxK(VSFIPouoW9Lie|96;cHiUmdu
zvU?gwryAh!;Vir(%lU%-ek!N4hbqX|Q|^|^qP^}Qh-t6L^^_+h74nD=N(io}SP-c2
zNKdm+zJqFGL?VOuxGV~hpM^z6Zm0YvsgOcU){ERuiEZ#RWL$n4_mnI3v#?a85nHax
z%kLC9y9repms3a((uf<d3YauD=taLUX>8Cd&ZH49pG`TEUR-Z|-dkYL9Ft%2KBj+s
zfyVYO%p^QJrh^;RQ9z1_u&O6Tf}m7hFEP)1|7CCU&^l96nssKIUeOc1u`B=+y(zuS
zI`e~9yzMjc7%V4x?WH2LSgPq!vjs?FLD??4)XWHpn1f4Rp&CRMl(%si*mOPrf=$;O
zo5n6E+x0RF%7$-vx7k*u`S^3{KN0z6DqiMp0ZGu^-}64M2NblMs16CZxhD8jFEayw
zyqB4Qe-K0QZiE6eaEmwhkRsVKUCz)K_5Oa_n-ppuNp6~FcTDq~XQ61G61`3Hy#J23
zQ$`VkW%Jx2mBR-bZ+zFgQ<d#abYX}3u3I-f<c1E}deIBs0s5i0ylLgle5<rY#@BLc
zNeFsiCP7S<5TrXu0))G^y-m1lD=`StJtYK(y0oTviq_1ylhd2AB2bs$zpX$`oDrxk
z&WLpu1cBOu;GDG;%j)c0)7xAmTrHJ>;wxOmS4a%v^iBzZ;@hD(o~Ibo+l1=fOmtEG
zNdWY>1VDca5{cCo7?oHWt^{s;(A(Zmd0XrC{mLgfnZ%v1ePr}D@%l@tG@9-hK}^$e
zye=AX%)8O!{L@<>IuWR<OMDmTq?|s&PdIuz{~Du|`B!kG+i@o=(Mj7EG`&fcCH4&I
zg%VS~^kyqrg5A1X`E=$1Z*?<F|2DPx15J{ur+wvJ<y_Op=u_!yS|zoS+@Vj)KJczG
zEd|EaXaA3Zy2>x$8v0O)5#M-cDOm#gq(t;_*BdSRn2|7~P~o@U8P0epG(b&}oT1A^
zSC@$b<LYwoBz-eviGUkjsKk=*y#tgi5v@y->5Jncx|o^Va;IW?L}S;2zeJkF1Xg^!
z?PuW@$BbL(KcDipF>i!gy&U74j2a;q!T3hLjqz;^i$N@YiR*+|{8FC_jc*;!29o*m
zWupFcnm0{vKj9r36O&u(4kx`U)G=uyK87swiGU>Nw+`icIZX8_JacDRaSQWzL1n`9
z**-eCb6&vH$6Ua?vaj%D-bwM4)_XppSc7Ytr~2@ReS4{TF;ul|DqO(q7(+!*_*lF~
z1@clX#krrI>?6kG%D;LWhXTH&Gy(sAq_w^AGKys);7{yp0)EBcyw_x$<a*11|DiMl
z0zSV9uYDhxGjA-2!q34kkQKpNWM*G%pNHwOzcBRaQ5YMH(Q#pOnk<Rw`|T2f@UoR4
zrrHN`@;)yu@rbXF^fd#+BNBtlny*U;;_EBMz!(_bWUL6R6Z!AZz>w#s_x6T=O36wV
zTSQe0Vp4F51+TRU5mooIw9d|heNEo&kw9Ky>3$?6G-5*iEBYDruaFoF50xbZ)A+Q0
zW*UFIuTI{V*Q6>FT&M<EgAj8J4Hk1$!h+Bx&Eb}2Q2(E>`gjSxhg1iu2VB(y5`!Um
zl!QR_8zZXYBIB4#>Q3CDyTu*4TM#q=zTs<uxdx86p9#F77MRjIZ>CjGRAY-<jV)4X
zw7`A|K{XzXs>Z{YtOjvMH7xF^h6TZWObdb<Y&JFUJg5)+NF(yGw^EZl_i?+J(b==r
zz{~xcn&cGrH6!$|QfqXfGXybR$gHUNW%#82!V|HgDj^{-D{f|5U?^3rzgbqDp{nuJ
zfCOV*)m$=w;3fnyg7GqSS4nVmP+m7rUvnwb>U;3q&i&0|s-r8bNq@-l6mo?-D=Tnd
zu#pifER-%$dXDSGKY8n?9p~<iv1Sfyfw5*z{|k*Z!zu=q9-8c%9cP58THZHWZID&L
z2(wN==s@Sg*=@`=eA6>`meLbm96m+eD=5t9a#w$|2-t)F<DK~O79Y0WZoT*y?-pHD
z!B;;N>LrZ{^{e_vhx#{J8bba1WWyDd$NK!vo((c~GgyZDHBu|Q4gZ;hP*!VK^^Jre
z!hhD^9FSVH2=hnAj5T3iqvq{jAFkBLvOMB^@d2bpC=kL|9D;Cd`-`{Xt4J#Dtn^@c
z^1qbYnI;kFt4$;XeYN2LvsKfKF(OR9&&q@XJ)A9Vfa#+aSM*T}f~Vmv2)aYc0Mi{D
z;=<kG-~Of_j+GjrilYc(s))DY7f1qh!8sBVc^lpWL*^`3=BS8FbiunM1IXMHmWeL-
zUrB&njV=RBAB;82V*^YdeApGXCn5|x8dj^K6G~qSRTVQn5`r0D7Z#6R_!Iv^FZ^jh
zoL&fa^6Dbk(LG{ZjQ)l4OK~xpez^Sp4D<Ulh96yw##ehEXhhd9>9dx5C)Lmc>-xr<
z1;6Ws5U{I}`D*X3M($U82|!=%J*sz)D}7}XXCO)Ymjq4EpH%URD;8|ZXUMAQ`OnkM
zKRyX(Tt2=yOQOs-c^{yi0sbcM>kWJx7Rry&;#lSh(kLHaygb{Ke&KU+!<*4Bd|a$`
z3;KnR{QPhY{la%4#<!$jQ}~|-{8$nm|N1Zg!dp=F_&F225_F!QGr_|g_wxl%Tufc~
zCuh+jTX!Yr0wP_rB4-UDOK&g#LSj}cPKZEeP6a+=MMlAV{)J=mANUtebo=wJCr$?2
z@D2fXgm&{UY(D&tCy|(yuHr7Yu0JQG*DpCt5Ba2c1N}`y-|eb7TQn2~=v|NN^^t;<
z5>AtWJkg;?)b==u`dDtw3RkDEEirxa%xNP=ZOZ3OVE62O4Yfk-nGRaAQxAPZV_&00
zP7<K=uSd-%hTm`O+o|%xLj429Cx&wcm=4j`WSCD37ry69+jx3lasBc8t%mBq`ZS{#
zTTX4QqrYnE>#bxNlRbNHGvA{&n2&CYb~pEBdel-O!hCgjjfBvG!o7XJbRgd=c0WL{
zP|(mTR6lj{Zv6b!N_w)--&Y^$?Mu`PukrO!y9JfGhHsVQz_W|0OJ5==ntZLVm`5Fy
z1#l|-FyZ+g{__%p8_<No4d}Nm4Bvnz3~B0j9vaB|SQYfl*1oRlM@a_O-@2^-lo+rk
z4DQK4*Tz>%mAoP357acc7fxu4|5I&!L6s@Vz(4&4qk0pGA^v%u8(8x+U9P>aj%sgV
zS$!&Ju~*j-`#zEk?DJgqBP0gu69)W;bs+vzEj05dw8ei=M_*sHT9SeP3YY&Di2;AY
z!1DK47-mfvi}hn!#QIrD2G&oytly9ruqF&xe{5lxHDN5)Wv?gJzeqB$KJBu02FX^-
z&gtP02Jbek`L<Q2DrcdYKcOxDQ%2q3Qw<~;_}3X^8nu<gKy|`^|Dn-0WU6cn&HM>%
z@xM36H&P9eWZ*y0<v&4Uz@IR1$`l_t<y;HR{0VLGFXQ)(P#Yx~_}}L8-y<>LPnh8W
zUn{lG!Z2&XSga=peG}Bnk_@b$cUiwLF<?y?`pQ9N{dKOdw))CKGk-#d_+wW&UXZ|x
z1?3)WR)xRuldKP2>CY&he+TtkeftxWt1DT=%s%H*?{4Ius5|}8D$&P;X5v|XF#X~`
zL(diPZ#!*j7Zc0r=zIoXM4$+O=L#w^mk<Qc71S7Po-3#&F-VwN^myHNPW8da>d|{|
znw;!39&9pspbKVwchKN6E-=%Ip=F(lgUwq79hs+8C{+r<S^I!KzVB353C4?5gBEnm
zwwWrc?C^fR^G+YqZI8E|e&)wXZ8Ca?Wfe1{STubd-RbN6D|L@Q@66GY2KbgZW8xQg
zGbXI!IKAI8(Dz?wPW(dd?qp1%qCao&UF&hy#4n}dXi8T3F@1+H2#>(IuwpKay-un=
z+@gDPb+@3<1^)(X=;~K@Z&)KGl|IV*D18&#^$ZXHjdv5kGBs5fjOvxHB!6sf3iDkV
zM=4zOe?f}GeE2znn4ypk8pi65!+m?yF-e6zflmgTU71fLhPF0Z>Gii~)>XesFcuqU
z2Ajpk?~D<P4a@DY*dW#iM)=yPvO}a><Iw=(k?d`v7cK8qUsaDmrw=i^KS@K($v_RJ
zxRfZ|RcjT)i<H1!wVW7Cc9ay~<w(H}hh;0Qo-7D<6h0o~YpE<SJ~ZBLtS?7Rkh;(!
zvy;vop-Y#RrpBFAt2kCe9}YJAJns)SJ8ehD`6j6X$qtQr>k!kZw@OU&jlG7ImH;&8
zol#b}mnkl4Yhn&tKNG`?FtGJoF__n*q#V5*DX_Iw1=!kxz}7=1`D!Q&jHI_FiLGm^
zvz9Kpm)|l0%xsl}nO6_7&0K4WZ;GlkRJbwBoI2E)IaOk?MsF-3u=7<zZJ%z+6c@EK
zafh9=V|Wn;cJ3R4=@liV|K&)5ovk{+&K3lAZdA5)b!CBZ6L>+{)|qOq)P*-rY(f~?
zDhfj<548<Fb(U|M+9g@R(A!-@Z<iPt`cVmip$|lv;2=|6$k3iodZl_?JHH;oip0Xs
zpGwT}-rZ_>Jo-@YtU85H(Xru2QSv^&40*7)RT)^^g23X=JerkRV3=)7l-W+s^UYVO
z!=nAO+%V&x<s>E&+Z#wQ+s;#0|2)#y!J)W&Aj8|FD&sF?xv5EX^FDckueHjGX5)}t
z*sW(YhH`{M0t%{Mj)0#h`l>2ReHhAuz))pZ_)6;yi+ojVYPOcAj6N{g*Vzfh%$bYH
zSgWLJ@Ui8tv6f3r#8^8e7{=Njt_$}0cQe6-ti|J@XSuQ0!DvnniH5yiipF@Jw`II?
z88Tops}eAo1qqp~j<Ue8))L!V=T`W(tMgJZSnDs>T7O9lo(M`AF5D13vfOYx^i^Pr
zi(2Y0W2uHQtVk>@)jkH(CQ3+$%Mb!nSv7#EEC@{X@ETtmWr1O;-)&Ppy4E*SO_!R%
zRFj9BUN~7|V5(ar1g2UZRg2Y^s)a+`F-q)?;YAqO>Oc(Up(rVjT#gjPEUOMMmIY~E
zK+`=N!lzRchTBp8+70x*<?p0gFw|GBp}vwB80sGhfua72s=~jQtO9X|p(@-M?Vp5!
zq3Xt9YTamiZhfY>nCCjg3x=}l07F?2c-5Ig-*w6YBe)-rveqBkcb^(8bz^IJXzzEv
zFI^3g2pDUcguqynqpC6EQq^GQODVLkj$t+6Mq{h(F_<k;LUvq+kUh&OyjwMZsVoRg
z_4Mt&Y?~0K>U*Q@Sg-By-KE}^s=-um8dJR~5tu!ED<Lq|S5dY2{*tvI=4`5eV_3cE
znyTE0Xoo8^!gj0jOmQ){^1MlBUSuk(1~8Qcq2$n1ecK(h@UXxz)oT$`AxZU}!R9RI
zxxwZv=h?yLg$!$vjBLw~?(!|Q*Y~)hGv#yo$iM@4`^qJZC-wF4{EiuFqO2;P6{e08
z5G+S~4^GfOm(8x~jHI_q_@M->8}U#AZC9N5%$Hs|*S#P`7=7RxUt0TomJoU`fq&aO
zE5y>>$Z+rGj}}7BHQ1qhX$yOW1S88jQqsLwzf_Xo2JAKo!Ma)#gx1x)$zTV3ZJql@
zn9Hxjnp8_s`y{ow{Mx2+c~i&GmJH7Y)B}=`bxDcn;@;H1cZ6vnO#<lhtJnl^2{uU{
zc;3WPpAVK&r76Pp-<4gtmh<!obNTsc=7NK&FZmY^s=g$V{A7lox2Ui|kxC0selF#s
z2Yk22afW6GeF=KsgT8d<uMzr<2Wda<oK%ioA>|JN30ZK;LsaB!JWuFR<g2cKc*vLJ
zlpn08JmagR%kJ})YnnXr!maN<81So*V_JXyKHuXijY@_$*P>eAy*!^HNznRNNeEiM
z9zjIww;d^3zoVqSK<npa(-nA07uERgZT!|FP2<-i{&wTL1hpj(G`^)h8edu>-1w(o
z8&t~)jx>!QWG-m@>HG_gKb=IzZ~Pk`^WB=7Dz+)YOp`mbyhf7~WG1X8K05b@f~tD*
zL0?I=R;r1JaEpM1%NM*ksH(GcWSodVe$XJ~0v$`-IAZ9mQPaY2r|cnK7m5Y$Qvu6`
zIL((+3m^A=qwbMVY|NDVukRZ5kOX66W`D)GrJa!py3@$w>2XT^)xT|PbtrBr54|mP
zYhD$*5T|j9j_h9Bzf&?e+@o7oiqtyfZ+TDpdZZm^QZ(2X{0j~Cg=w%9*;_+}=r;Cn
zJ@zTz@;IHg`P0<-{v4^hKkds@e@h*jZ|Xk0ya0r_o#YZ{;x*Il?^EEOJv$t^xy#mW
zT5i;Z+sA!#;1?l=cfp(KMlbm?b?&piGCK2F+AOO;JTBC4-B$q0OA_?k1`>jPTbCfF
z-{xJNo2mD2=$h%Y8O5Eqfi8F0S4nk{MbLRO->H<KPdB<YHBS6)C#j>laC;LnTa7{&
zrbYGP`+OZmtGoDGk_CFORS)!FX&qPp1f6+vyIM|Ql<C0%<^qS9#=qbY)2LqYd+?s;
z<9b5=3)HTwM(JB#AWv8$^+K0jDIj4js(m%Is<UKNoG#10pm)CLE9Lgv%5CS)4R_hy
z#Op#`)_rGSnGhFtiJ9td362Wjos7xvkR)(~|4IlP;UGbx9pM$}2ye<Fmvn^JBz2S{
zbT(SO<T}E^Xh(4Ik4P491gjqG2<g%$p(b!AJ@lEc>8+|dpSTY333G!(IHN-j;f%hJ
zLwxjl+{xXxD<{(A?hTsURVF5S&*_3R{pOVuORB2OGjv3SVZEY&ge*JgP4cJmqvQAn
zCU|4RVInlaV=18t9{;|Ohg|Q@Mubdvg7=oMg}O$9qdcUmDcM|-z(aB*1Rj!25aS_u
z<)%Lwk6$;zD>s8BHJsxZzj70E_@M?$!YIGUF}m~}ZN~U)5@3(<E<tC>1CC*-j|h<}
zXhM#mpEx_TmNR~|i4fzN0uE8YzYrk`F6a==223ul554PK6lcKL;UAt}?B3A{+VkAd
z>gqlr*`#6IBOqZDQZR7##B&7-6LmrnLVxnUuXNLAsr-dn-e+ufrx0OUKKp;ZTh#Ls
z9M$pxQ}VDRLCb$2A!zyc2oj#$rR%yM`sz8~xy^smhqT&0A&a2-Q$M10nbrIS&-qhJ
zOS-7m&o%md<F@{LF|F?sye)a4^{py!>!(O_gj7HGv9GrCx7+xCGZQp^jWMCduQBFA
z(csEY<3xj2dUwO|9aI}GFMED^O92VFo*R>T=*1m9DNge-@k2oEVxhI2zUp&dbul*f
zFvhuBu-5oEQsL*mZmOpQM>TU#Q?k1xK{Jn*5H#}$f<zAiv&bmnxxhSG<dQ?cY)Ku}
z*u9NbGsc*?0IjQDwdMjYewbu|wzlelAwb$B#@rYJR*f+|eid^=qwnKi=<)k5*yw3r
z`wHT8_8-6Y)pTAQqp$qNS696(_2aOg{=9%hY17v<{<HBK|H^ND4MWp;-TPZ#`KF%|
zqYHKVzQ%fog)GzQpZ}Kj@V}7YC~xR*N`5X$;0?b?2)yAeK}4tD`aN~}5@Suw|KWS;
z^rgoN&xbdx{2{v2V^N<d38NfgpiwActp2%gcIRj}aIvSQa&QBy0_gJ67$L<c|3qEB
z@>tXQm01h4en<X=*6&F5i9aJ;a>BPYPU{an>8qR2m&)rhe-_jTy>8cERuH3qZvhEu
z)9e(5{O<H@am@D4np3`};nsimlrOF6L@Ixw)*oa{mM27**3UWZ%T?1PII8uBn39tv
z30i-JgrN185=6BAsh@qBP9f=jhW2K+OKLRyTW5UnRs&lkVN}BpGrDXVYX<wJ)Dre!
z?-DGMJka)*`e=J;ijdm-f1$SjkK6YDVJ2w%xA+&@{w>q?>Cwx>NZLxpDtdR*{+-l2
zQUzZAHcYD$%20{7?019x2+Dk^TSeFX&G)d=sEV%fjlYTdI+~Sg7-n^x6dLTSP&D&*
zUky*0vw|{#(q}vw`p_S~8R~BV*Ob5ARv$Z-o0LXS*I!zd3Z=xJ9cz}_k`)qX#HQLv
z(+nh=wm&O4kJ9$%U%omW_t9>~@cih+oT|<h#wo~#$dGbN+eXNzgq`&{tq1Ex(<YbH
zfBr@D5J|wVaJA7d{_Pv4nvEkya_m%%EC{{A<*BESe&cJd7yUyAu(T6;=pWxzPWCvn
z_0=z}O>)y5Dq?q)4$MSma5a!zBQJ3UB^WPp^&3Z~uGpro8X!^Bqw8uUmh~AY63a%6
zGjDHYGp)Oe>At-cBszK{O8F!k>|jV$;Hn+Q;eDtI%a{}{x}1N(MVIU0pZGf1+l_c0
ziY%L?iyVK{_C?6DRdl1@hjdjtrF0HUYMX@cD_ow<G3KqQcl2tV=se=u_=)2F<faFy
zoNeO=n3J@zmaOp>*OL;0?*_jx&b-C-l7$Id_y44Ij~eT$N0>IWM~nx!o^*}-xa0!k
zN*!R_2VCQxVNw|PEdPRW&&D_I6g@D>zu5LzZ0uJr?H{RBJ{6Z9TP9IJ5_Hy}q2b)@
ze)>?7zohO_u5(HAso+|I)Lj3mo^P)IRLwVU0JMvtXceJAwx%VHJ7bl6a~ssk*6gAu
zuAE#!Nn(?ySuCIPG$*AYMH62O9?l|hOK4oa=~c(d`Riv?VX$o9;!-tS2<>#^_|<Bv
z1S1P_N{ji|B5iczu~#c{j(WrnWz-~#oL>T1At7eyA&99MUIN%732-2~gRI5h6W$>)
zxOVuMgy7)n;e3;pSHu``mNbt44!IT5@`x*rC@royOtK(&1;B#f9BEs=Idaqa`e;S}
zUUfoh0<FJywf<gWaNOn@Pr8Jh3R<7fHz#4QQseU1IEyjGMYSjHq<z)Wk~x&O#Np6z
z!oI#8l?6r(zKPTTCt;iN-I19%^R1>ugy;8Kx=L-)U|k4e8Vt7!y&3-T>IO-Lt4;kR
z1d24M=5MDgFcj%M-U#k8J}eklo0doh5WFxfIPz+XmQ=XkL`ICf+7jFD8^`04(`Jvq
zg)a9&y<}%$L@sVQSw4&ThU^QWs^gXuiNY<XSGgGwZ(e0}5N}=`AAhbnN<aJX<Z}9z
zTK<)BqRyt;{$=V*StkVY&jqAteI0+UNBt#0Cc6AK-b9x(<IUam@)LxgA&I=~gfIo}
ztzQ*GQ8z+?JL{ceC^|$a5TT@MFwW0pVBLL?wjxwDy}6;kp}yw{3RAL#2~!`9j}B8~
zSuVoVlnEwG?P%n`CgW$Wv<y?9NGl*rWi<A$Q?sSoxV-*Z(_ypJA_?Z~JZJU<eP<JY
zUAq9TH9mc4c63}j($rr?&6GTFwQ-k(z)^1}2=x%MMAl8+j;kjm0fNK92_~c+lo;G$
ze@j9T9A2MbLfTQrh@dcq|CS-mb5Iwg`Kv06DT0Cx;cpFF5Ol*wCYXq}e*$u93;%3?
zyDB-6M1&$06fZW>C|*or5Y^Hp1d3OlXrkIz6HHXA#uOK;fJ597lP&J3fd!#2hKx}b
z1U0x~qE!RkJ+I9g)k~^{Ds*?N&|P9MoQ#zaRAE$974k1ug}iCLRF7K&i#cjwLFfX0
zsy=-%7*G}%)d)mY10NRNB~?Q;w!78XE-`3{M<fK**dJAm$1YY4B!jxuu$ZG776g~r
zEeL9`B~k+nEe}pG5&rfGi12iYJ*zsMaAo#PZKVE?%A)i9N)Xd|BA3_8OcIWW;iZ&>
zV0gjhbqjp-4xisM$;kedYDB}Dkv&pfBa1_9bAlMLxHs#S1Q=JyjqyR@n11JEPcrvr
zJG-))PckFf)(ILTiWM?2qR6ln7E71c9TI{O<ty&o7*Xc4A{bHTPl`XHjMRsw-l+8W
z9RHFyBT92G&0{yq+VF@{ra(Yw9(!BeHr6EWh`L`8nDJ%rBr|&4h5zI7dWyw{?RO{H
zB2M%_8=x;vBKpe`i2k0ng^m1^#T4}@OGfPfaFU7r+j2W!m2oG7W$a%kHN-{s;}U|4
z?B7cWBL4A7W|b^yizwok^Qg}xF+zLdWRe*QfN+!I1Tocwckce9(@2#esn9tqPc~t)
zvc#ZsHkT0YoSr87KwJNHdbcN~S^CwC6(RCN)=0*9hd3idTAa}{EeNizTM+J<beo=J
zH8=B~;>3w3dd_4s(Hk!{LtV!b#BI`QzT4CyNq|l`UqT|+*DWyQ&Jl9QM&x3iw^uTO
z+`GbZ(G{PP1n7!gC!4MqV;;}rMi8DadQ1qtD<TwK(rRjSN$E|YYGaZ|!q6qVvKr`;
zr}!7T<f+MVx+K`iYi(dhcX4r*J!y!0m7RXL{LY2>or~d@OV@1g$*t~87^rs+_CH{<
z8(fbB-=PD|4fde}-5cx#pd0KT^x@lA!>8wuGZ)t<;D7b=i%%h`4*ye$m&T70(M<Pp
zyFso3;+C1=JMJLHz2^x7-8=52%;EcT=Y=l6b<yQ+^p{;I??w~X8}sLK-V`nm^8Qjj
zu7i!_v?Qd%o#kK1hFZ$W4@ihP!@qv#f0pq1El%9a^VtoKSNHHQoUS$J9bz23Jj=hZ
z3*WChZ<S#umTQ%Nod2xHmBcR7X8wf@kzzbs$6EO#o;_kZx|TZ{ho+hNQ;osW$VP)V
zk<z+ca<`@q?U-dHck7qP+lN%OC(ZTp*GBknQSI59Xp)vw#P#wv0-T_aoSU1ik7eW}
z>tW0MWi~dwp}4L#%70u*DwA6_d9?p_8;t#k?qmG#s!4*UxlcYzLTHk2?vvA~H@qu#
z^iK0;R4tP)Na#9wlbI&e>+UrI1N6Tu{fYX`asHrMBgo7_rd5z5!D^}>-6z)v^Zi9?
zkEG9go^D<fmT!~qlL%Z<-7&@7uEnR(pSI9+Mb)#zD2pexwoWnE$|p_qd)51r6f2mw
zT^V0V3}g@nH-vXSIrb`b#zM1<x8uloX0rc!ReGvuJ;*3I)zqW1#6SjNaQFMIO*ht2
z^(-`BwIwvJ+EN|%{6k-w$0y`FNiy(n@AA);81N?yZXv@?gDf=jCv=EEuHJiR__Nha
zNe2E?UH(fY2K)&_SB2B`l==R8s=z`se?nXQH_jsa+$YJv{~nkB;}Qe@go)gZf6+oS
ze?nXQKblSYe=f<u|6`Z`i6~6flI~Y1^wdVFtsEkYROW9<i+2PFZ3(MAkA$U8i*D?4
z(@bO6lo(WoFcJREEHqb!&=&tm3;dmxSCXMJ*)IQn5(EB(!Ikh)7KT|9hFQ~G6`gp|
zimPg*#OsTgXwAzAbV|s-bxMLx-!LarNjkH*9yLWD{@p)HcVFyJ^bwsqx7x^J`OnZ@
zZT@X<`mSbTIpZ3`fKa5vUF|JWdEC{$W16|EeV4?9x70nmb-~{hnE3M+y8Y%k$<9O5
z%zbU>gQ?D~Q_LsjKUwO3(AhH0T+=?p?4&N6C4U^G{JqRy-cc_}ICdz9t@J;rEOLCe
z{C#Q}x|!{HQhWYx)jH$7umJZJd#eNqNG<BT%3sV;-$?=VKzFV>Eg_g>em713zJ@xF
zMT>oiQEUBul`~z~F;pPsR$7<G7Qpvg*Wc>DN~OjtRel{|tWvm)IBA_fQ`L=E;G1>+
z$J1p2o<&3s!9sVpTg$ScyW90^U%knk5<MC3`Zl=IY0${^{(M^}RQ-?j{%I;8`G%@~
zU}Uc<7u9L=(ecgI5LuK|3e>@Y)x}gPc7@-gJ;QocveiNUX{5nRnnN+G!Eu}Z<PzG;
z_igl_c4kk%fU~&Q<73O_Z1W#=R$r)?dx1TsSkVoI{$d{I_6wCOA4k=nHEqB?B#nb}
z;7I-4_xfXm>Em1c&pJ<CNLIx-vS1ce?ad1nbDw;VkydngyT6RbId-9P8F9o7-{Bvp
z&RnEwnehsh@y=BxW{56^RYfs^m^lm{0+_eUe_GX$R9LxX%rGmr42j{Dn-0$PCpk33
z!;Z?;Gt8!3YbFy5HY<wZoPikP!c}+45IhKj3s=KpFoS29oiqOovvYRi<w(J@&{7-A
zLJNY8lGS(7Hl_uRgp6fU7w(=mA<B=x+rPyIW7nt3472@KafZ2+|N1@t!|Feh9}IlA
zYv8*j1~;~zkq}tu$tXJ<Vv37eo4CW;@5k^W46OZa4CbpSDc@g?6j<A;1FUU9V6A)a
z_s>-p7}mNYVyy#%a_&~uW(t3Wp{mR@o>)a<u!nH9guqbEX4(#OEmK_7P{bXE^2hKZ
z3=B0W1~VW^%8<*E0z+AKfT1i147FnQ=*G$d<N1P4Rp=8qi=-}aON$WK>MaOtTyduD
zk^R<=UajtytYGLpuA%ox3=I8*guu{6Q6_kbDK2Vg;toT<9m9(-F!YxabM)<8zb8t_
z*Owy%cDAYjJ6jOi6{2nDF*yyC4bJrXRLNPw0byc`hCYAZ#x4aD?~IuEz<>RBsYa3u
ztXqGUapU?D1M6l<2&~&-mhHw}nBt<=CGN29fEZqcfpzm^Fk_;mOt>5=Ft1eynAd^~
zf5zWYSrGQ%!foWh>!cR2u0;n2wji)>omsX6Uw_Ddn|egDf{FLJCf+A8F!9S00u#Rw
zRryz$;-V%d?lAGO7+!>diGPm4oQ#rk_Hv}a#8w?(Vhe&uaprk{7iEF7UZ81sg`1*1
z*rI`rEeLG<K*YxM>~T~5*^B<^s;y)N8@Ig4xN%E~fsMOM2-}#x;hX%Jzk?GRz4Msh
zq9!KhF!7jZRt{lc;@Qy{iV>EOxtAjZ7Pe{t3tJGxh`?Q=8z>8mSp52H{@UtxsR~@#
zB7~VO2%Fh+HLL4>o}Ok16fBzQPH*^UsKb&SO#QTL>Zc_JrhZ>SVCr|mR>*4>Xi}B&
z7qv9;hNVwNb8-j+OaB{<@th0GKyrp>_GJixrL79U(iQ~a!h*oa<?bI{Th(GAp_Mj_
zY!Sl976e9q!ZtE}Z>ovD^Bw<8l_S}~$k)#{{(QZ}z{rCo1V*M884ntN9=@zsld6or
zsF8^`j65@%lS3F7c||nFvotINM!w~8guuvF1z=<g5*hL=FapMXQVST_qJc@XSTEzZ
zo{IYLT>5>iuv&S~3>+(ZiW$(bThf!AD`@VyG>~O)HQ>5%-H$1zSPLTB(ru-Oy_eTP
zot8@Q(Ok+20l|{xy=fX>Nd9iNNhZc319!z~tK^qY{F%<iX*%x@e~NDKslU3|$#5@L
z{va5d)ZtB^`p2qLbA*pYEg9Wwi6tZnQin4n1na6Q1fg{mDTynE13o8x8qYD;2zsQC
zuB2MXBB5&pl~l}9Ni~&(tWf#L8rHqz*ibir$M1frqzVb)9O4+FijohS#Ht6M&!kG5
zxcVpP$fuAy%`sWzotPC4eMa*y9QuqVxs*ko-ja92a4nphR&JuyX|9id;UDBon4>#>
zN!yN-q(b<n+rcmW_0>!XX8&_0%`u0QRsnqUBvMKD-Xx`KktMFG-8__<%u0kpMyN(+
z%Z%UT3ne#ijFKsnn=j14-_ayDzxlO4FPz+bcQmV%NOJQY!cmd;GIjF$HFfp7-}rkt
zkI&I{zxDT0Psnmn&D_Zt^dMKRv*!{1Uvs_dyM*Gp-*^5t&Yn3YZ@Jra<SplPrmX=t
zZ&_>uxp~VGlet{&`cd98Zx5kjMQPvr6FgkA!@u`xqK-)osbM;awCzu*^*L?3=m-C4
zk2)zSxh^RYsad8jQ~<fw6Q}E`fAy-<aqQ*k?3RwvSubjqJw~58K~Y`eOqzA4-~4I%
z*^~aRs?ywuH{di!rCJdF;_;Ppd1rXELs6u`AO31dqumRMjpuSSsj8C#t&^HIqhj{9
za9w63w_=ke=SaTwwGxbc>yC5XeCsTU3U3ZO*UdHg*4P;K&o%khjhWWn7<TimuO&Lp
zw{9WXASGC;f=*C(uK6DC1SUmCp2)w@ktb69`8tT~$mTo8Z*3Ttq*wfUAsY`;E2LzO
z+G>e};ETr#Ec4cNw!^G-n(ib@+oGGethDGt$qd=mcS;Dds~?<eva9!5m~eLW{nD2I
zHMUgSnKrb^j_m3?T~qFsTwqG615CNeHRVT43R8Z}zhKIbFKEj19kWa8;{W)k+U|-o
z%_six4^zKL$!y9prv=3Qc291Nzzw=X@jzLVT3vb`2@Xw<_?*R4QrGy7GCG^xkygbi
zHqWG2*NUO49-*S4yWl(OE&EH?YM)|B<k8HTXVO^cbR|m<Z~`@Sy$y3JC`o5dSAH~&
zoQ8uHWLSGyD$-Z-=5aqt)&63E`WX&`WgDLmwbae)_k2<fkow~20-w+c)jd`9wFo$!
zdXj`-I37<BQvsw?uaX3q`7I~wa60vJi9!C`4hg}`ZyVdo{jl0D#)^4g9{(NkC2VyP
zXH3Z~&X|%}5TsOF5X`ie7+LE}q*6}qJl;dRPrWBKg7!yU?T<<f=B?jL2(<qO9PxFv
zhp9a|v-(FSx@aXx04iY#KqV{)7NYnPrUgb#-i*}5v(R|ik+Uru8z|=-d&V2+Zg26L
z8sBmmJI^HHG?`EOg&Z60*^nTnJxw}X%Qj<F7fFRooQ@KLuVY#esMTH{JwuI&r00h7
zP4W-PMG{WFEDyP3!g3?Y)(a&SGI7YRk!0&UHm>vt&pacN({c2XGog&@F-Ev&tgyn7
za^;h3|3(^(>?9#OAS;IiBP-`&mWg2WFe`^(^zeMd_0l4)>%$+>5$Kg^fm`B)p^wu7
zi_~kfZU{p!2?)OJ=;M@$N&3)Ly%(!51QO|Sp3h8Ok;U-Qe3OFxR}9r}HWkva%P$a(
zj#J~Z3rwmV@j)8)RWTHGBNRx(wv=Uu`EY(Xf{iu7OOlw(yXW+w-~D4m?CQaC5WD&>
zFtO{=YJqDqKICf1*!8@uSNL;bYM4~h{$|)%iNaiW*a9=xwF)8i8XuLUs5es$mZgx9
zw^BmjsLKdq>Pz1X`%K*-2@o=NE-(Rar^F!Hx=2DeWH^s5Fy}h|WsHau{rPX{+759=
zoUphePFN7ciB9~zFbm8b(%HViZ0~JZU`|ZdFS%~BIwf_2{y)0<|0ppCc?ma@R-tGC
z{XI9E9n{wsn0Qx$DK1(M;*NS)+))n;LK(}$lm$T*zKc`=9}R0KHG=l7Zq`3P=1ngx
z5g2WHNC=b<Mk(L(lFAcvDBnu*g7Ovwjeu{4Szy%Qnw#xLK)Urx$q&_7dNb`=MO6cB
zuw9a(8e5{OvE!1}Am*sXQppR|upmgcwjij%qDT#pZoPSdNqJsIEz1d>i>ZzHCeJa+
z9bM;Bf|#xoNwxk}QekZQSwdh+q*_~GD01><vnleaPEHMUX1N$!(iaLZh1|*nF>;aM
z*<2D}SRwaCuC>+e_H^u>O5<trbKcJMKl<``mQ#6QxQa;YwBiK@5E-e$LOIi#L|_1U
zoqH7qkddqg29S{pFED_N``<Xlli5nTO54D|I77+fZ3Dy90$Cp{4(13*(fW1)`q=qK
z0W$g3w=Fb5e=YuR@~dS*sJ~`mIIL&sfgJ)hO>CERW@0*n>OhM-5#0aF5)s@FliB|8
zSJ1f~0}V3PFjxlnSyHnao4P%!UXc(wEbgj~N(jRFD+^6Hw`dX0hh_yHQ!mN_h~%dw
zgxw<X1VP9x*66I3^Z_NLRu^AH%7r2vIwE}%4bxYT#GofumJsfV{PD160XMa}Dq}??
zJj~*)h)$f*3oXv*g%$*<)fNQKf8KS;6Ru1Cu+a3nUQ#Pmvj;&U)jTz{^FTFL5~0(L
zl#objwFPFmp5a_acUISfYQR07WTWTZCYeC?S|NL$x=Z4@<54pD(fWbLy4;X9X)4A-
zl)MF5$gbWY<gSg#MK`n>8{JU)RLGApk885Xbi*dB3cBI{_!qk2{}#n|!#$}1e~QdQ
z12;-cMRK)&hMQbXKU{WSh1q>&*oozS8%j2%<mwXrXeV#&HRd~E|KtX4O2N$0bvp>~
zQ4-zW+$_g8#m%xN0KOBptIyDq3-dW!YWP}Di%pa<%xOx)XGZ5;pI|k9;D0{kEu(Hk
zlz#=U04LI~NCq~Otpdp{K#M$V6h^u*tDFBceS)mP;!XS&GJSLP>KRVIDg5EFcNfZx
zVr;^VVshjK@^%??&F4)hXqx{WZw_P289MRC9dye7gnwPhDq`no0sq1#$B+CAE8*vO
z8i;A-4DL-Fgl1NE6R7LwpQpNzJz$&sD;DFAA+!nhKyI@{h#?93=Mh62=-#~pZ>gF@
z5$@`=`gK1IR(&zgXz*#U>UF*+32PH3jGHuSlRwejLy3G7%xpRi*GIc1XC`tJ(%xQM
zU88T{Q`I@ly#3-xj<)J3z(vFQ1%`SokV(jHIv{Y+2LC)D@T;03%9>p4`4U3&c=y|0
zGZu3?r~7TMDT2m)+e`01Pm78jg95`<fk2uRY>S+u#(GkpQ?R!V4m_^*N_s3D?j$tl
zU_T}?NH--6<rY`er~Msjs{galoO4QOq_gf?Z1S)7pK5odUfFj{y6*8!#}?`nSpbqg
za3%d9F_1(Ue2{2=_l~vI9~PP=5!#Zp=$CdwRq~Qh<5T;9f0-qwCe<Yd{0W0B<3>-W
z*HMivH1j8Ph(A_F@l0s0C=Je}7eCGiYU_VT1(FgrlBW8~puf73CCp$teldS-v$;O<
zZ<iVyhux5>KmR*WqUYFU`PlK{l4fANfwkd3LrJy#+urM2&%|=LoyY*h8mc;yYKO@>
zA*nWhiAk!RATczvaNnsIOSbBn({}T9{$yv?5|d90RWQD7q#iUb@Ut^)iAklsg_%eV
z21~Bk++LO+_&<-jO~SF9>v13}QO}tWXsxuwVFGa55?yLypsQU969E2DQrOEA-4w<c
zp?cY*Kr6Lh@`cPJvjU0w#H2tA^|-`A=6+M9YWo<2D!IwKk~>{mc{4Fpe>*v_$T_k^
z5AW}rkrFB3eoE=}B|M{~Gr2_xB{O2Mk{!1H^{}b*W%lo+LcIGg6mh?{Bul!Al$jRT
z>--g?NNICi@LPOET&!eg&LJM09!U47@=Jvi!E9$|1V*YV5)6x#U#j=b3{;O(;GYC<
zV&SYn6V)hQp%t?NnQ;nH<Fr*B;uSbICs4C$(x&B`%ov4pvRExoCw48RU%V;MM)iot
zq~Gi~s@B!_&JJ9oZj3Ham)TRuKSm?t+LDbj$2A$%B-2&E*p>+>{q(wiRrItu<WMuB
zShOhR-Y~f03Z1;JWF?2JMfGSNr{ewQ()@o#RCym4z;m}&P5A&%ct%;HjBH9e7P+~`
z4f@o)z%C`>8r$S=&kxjh4v;GI1C7)pQYJ4h()S4nCMyy5O*U_k-M176#}yD0aBz%}
z#ldTBEuA$#P=Q`k4ODP$SfV>^2~^Q}HwP*;eVN$Wp-b>JRd_&1Hcynkd^4?o-jLu(
z+!(l!;>LRt2akNiHJMck8QKwfDMsF_vM`RL&q@f^mZu3q<K(_28qZc1TPB{ZOk5^<
z2~MK%Y^4<{@q}4%Nr+>;h%Rn6wP%@Gf}UP#PN8E6PDs^o3T>&6X|Xh5NbRc20=1pA
zW#;@jjTOPPxIO>Ew75N0iI1(?^T2_AHJE}4KTF<Zd0<l<|EWLNTQi{-mDkCy7i5H9
zG3z7i$c~hfCm<nh-dYhzcLK{y;(_!Zebvf9<FLm}Ul}OhG@r^}$Yb1O@?0Upq#_g_
z>Mc~0C7A6kLU3hM#|e_ebHq2fv;?5(7ZF4>{YKgJTO{?xntrn+jB5I-MwJ57^t@iY
zk(OSR{82g+a;ZHq2)T3%BrAA;RS9^2G)PGM^=ruk?r}Zf9%cd$c%6U2175#?2TalX
zZVjxC;{glS1!^UHN#*t6%njA_o4W%g)z?xxwEuAd3F*@G>aOX|C#L=5#*b<yepFo-
zNJ<P%f=m=Saa$mz>0iY2LO$VU{C_6I8lT9V(YLg|d5m|m`d8wj9HY8vjdPNOg2Lp|
z%gIim2^Acp96^j@(6<WGb+b*gGn`t>O<*`OZ9sWdUlxIP?EkezvWg81btGYwchoTY
z)L3o;Lpc(_=_!%G;1ZOPJm3~q72p=qCL!HFYtyy1({i~93@w=n++q;_f?EtCi7|m8
zZzsKx{m<sWjyP`dSz(}FvFXbb^x~rSSE-p&FF3?h0SReQ(4HJ(0)51ZpEa}sg4z;j
z;Rb}}O;=OV3$=SKW2i}jyJ`2gwgm1|w@GkRlh-jN*GdwM19wUY+I%-bM4NY?*RGE9
zh}-5n=e4V%9+yQ-MA(*7IZm5DCJCe3yq;0$fZOJ~W7^y$*dckK&8<3co2N^AxVlrz
zBB0bVk6XX!HvWsu4UPX3|3c&c6sPfvsPXB;&vHglG;CL3rbm@nLFGbygxgv<5<*08
z=qh&vMyE(HluBLUKJXw{Po;FrI|I#h<)FWU&4|YFYR<Xkv8$(&Y2hhIenS?GjmfK5
zn9y<kU4hmasSK9ulz*iWk!SMKU4eC~ozxr-bDjxh$<~qt*$t9cs9srj<uuUyhgPqh
z)|2UB;9mR-2JW>2y(>iyyC`{{-tFV>3-nm(Evc{B8(3o*oD*}}>V5kHRdwdQv^<(1
zRe|NlN(eGXMy!Zqu#&F9wCCPH&5|(JV%J>70<DvqE+aN}kDJSkr5Q#^Nk}VMB_T*F
z*+{bQ57bnfElhZ+S+F9q)ZDegEHxK1X=tg5tddnk#R)nqBoo+OssQWFU11V*4lyZA
zewcs3<cE#P?U@c<L?l}$>EjR4ajtaku&sxykECRn`F#n2nU7w|%+-@-x+zhoTuc9S
zAduYj3~{n8{T=g`mVQSHgQb6$5Lnu?(pb9KN-8Y+VqHC~_k{KyVdyd|jiFC556jTM
zyN3Qna)+U%1~Bw@uA!T-I2gJq|AL{Lu8cEsz|hB5drRxJ2LsD&Lt|aiyC^VP<wR*e
ztjzTSVxCCk#s6gbjzuVaXQ-esyFE9oG-n_ER+<Cvn_?)YM<}qZV@csi-*;u)z?AY-
zpuP!AvV_^z=}0XQy{#hy(+<`GJ?-w5CNNcgno@cCGFY~DmedxhJP%4p<efy?ZCc27
zNLBY)1f0tAoP=NqdzK)kVo2rrR1)AU<U_I+r}BI#F*scPSwe6sd6Me7$3G$cEMvqu
z$ld&R$fuCTLtJqVVsXVehy_6!j|IUw$ongG)>VPd<lM;MX>bd%4>>m}?f2Ybbgm;2
zIKR10LU4Z5RyThj&_egvnXa4?x0n;{j!bn?{p;Lf^tU8He+v@H;IY6sRH?~=-P;Q9
zkU3`1S>utFW?uI!{mq9gPpvcuJWHh7Xt#v~G3^#f+0l{;Cp;S^1SvZf1bVDDdYE?#
zsamdF9PT_L%R}yyVY!i%op&S^&Q{5gk(8a7*7v++L?UIU8CxI1pNt5{36JHzn6b(}
z5UM^-ct{=&T1&7dh&v@#(J#cE6073G9V}%VzTvH?6ORPe$HbjB`qLwURjN8O2{{%5
zd{qG{`s`?+lSj1_AQNa>tkTCH?HTaU|6a)Mp>ksgd|?8F8OapYYP>3Ln0f8Jz%?e!
z$Py;Zq^*h*W-3JHKQmYfgqivJ=mDB2eENQ%Q$}Nk$|zGw>PksBO^U|;FR;T=%Oo7J
zrvFEQchzDG%n@d*gur782|}Jqb;6zKxt|1XR*y<5gqi(h5)L!_B?e*UWeGu;d4cN6
zVdhoFh;BNc|F*&maYdN1xT2d{5OmXap9ebG;&BRnLW<|jB%21eWGrTgP!Fy$86Wqp
zGHEwcp6^~(Pa1VyU43l$byfB5-K}e=@~cVRkaxidWmg*`l$997t-2BdBh*@LvT!~n
zU*W97`b=?AV-R;3!{QEOSP&TF)h`1rl?CQ%>6DiP^srB7Pm)6wL&Vy<%0#R}`kN!i
zMyfa`f{d36!w<$1#P|V6tfF4u1PVRQ^40p#3G&7g-;wcG%Q76loR!8PWmXCdtt3xY
z%Fw63@YYwi3%K4hq!&tz_&(56$r9W{x}|L3hJ>%X``k-cn>Jdsn%gK<Px~Rz+j+`W
zsM6QoX6mqH4~3p_6?#TsT!r@k7^th>5pbgrm1y!4-Pn;Oq7`x<cz7a8p++YH8=SLH
zXn^`da)vIyy1M)-Fs?2KPtwUj(i-7kFb<Vyc`9&|k|m;bDPvZfKO0?W|LN#UG)nFF
zl`Nq<21=CAh%w`QA>O=EIA=9{f^sjZY-^KzN`8T$Zbb|Pbs2I(9)h4wo{gaXDK{K~
zdUvi7f_nEg7Ygbf&IY!}#PilV<Cnk^HC9>#@qDC&(4)6Lo<=U^^ve{zFmFn}S||x{
zXgF_;nMU5UMpI^Gnl9J##?pFyrCKeNj-lOX(e_gNVkqv9P++ilDTd<zA`}=cq{^_@
ztTk~*i=@8;P4uCLv|5%W%xE!mO`Op}td>u(78oslU1KJtY3C?Ma~6Z;a4}qJ8_Lm4
z)H}}wW~hH84m<SERvcWaaBIims`y&s6N-G;p#Nu$In%HT;b0GM<kFmWtNKeaM0!tc
z$%lhXVhw^&keQ{EKM9P}yS;5@sg9BeVYb~`6K2~<43af_O9-ZidAj*$fr;sT86l$U
zudItT)DTldSBoj4s|7)HMXsg=#!Rd=%W`Lg*RC}KM~8&qDz#Rsg(}?QR^b+j!AP-3
zLQsXB%=Wrs`Qz4_k>buv)`hsEE*5vx#eyJT(}JKHv`;0gft<|`q*kcGyKW8Ml^6{8
zCnN+l_#vtWr!H9o;*J_v+))Dyg4RINrUgbdj@s40MOP$l*1lDEFY1zct8u7Ii9u_$
zmJp2F*WPNz?NDp9Wr~Y>7I8;iEbgd_1wrPf1>tHq8Mm5IjvR^yY)=bQEzG!U5R3=y
zYHQ7)y+CS<{xp{$q5edB2De=|L2ZykSY@n}5SSFnn-&<lthv=p7UoioT)9|g{8uu7
z+=G_f-TwA{)SHqBs|+$BGB{&9<Eyutk?18?;K7JMj6zl@!6+mnStzPv6e1xQg~qYZ
zVHEPLqhA<>JnJqr3Jt3mEQm7-U0W%*NLAtTq3Fk>P?<CVaUaUXDt>3};FWs!iB8K@
zb3tJi8I9MOVW`16lT5Ry)rcO-8$*`8&ZM~XlNj?h+&WHiX{Sb67`zR)&SbZ^tP2}-
z?4fR!RGz*)^Qi8~0$M8(U_94lyv@QeW5OV9h8SZgv+B)$R-Xv)vah}Ido(lHz$|=Z
z2{V)>ue<nAc9^xmQ1;3?Gn9Q$BY0IteFn>+EJbRIjMSqNg0;Yh5`uB-=sGiQS+q26
ztu@<G)PNP#o3a$ftv@6LljC0rV(O1Y67o`0ZWDgOaYlcW7_8?|1`k3@J&8tWsePMS
z7d2pv2q~|yI5}A9QAxqN%m`8BO34VBrxt{Jt{z%C*u^Pzn;DaIgWwu9RF;Bvw=1I^
zg7^%HhIUhLGl8%DZDtsnbxAENmW^nspDi0qVwDkJ^1UOn!VoA};YwG*#zC#_m%<UD
z_ughA^j?YCv!&ax(h>kYpN`V=xl8Hk5OV}*i#bedL7;hha6}Ddfe{(+y3IssGBK7_
zC2lj3^4E1HQl437B6RWf!YAN44nf?W!w)D|kpzg&X%Z62^0mOwA%%8=IN{w{AC`&e
zoFy4RW{0p$<kt6<1c=Pk#)!-@p6B#jZz6MdS6GLLFhpjnvmi3djv1;dA~Oj=WNyz5
zgvh*#6+vWPwLVT{20NJw2X>V0$cHk8uhg!UR>%y%N{3nL7*-vr<4{U(vB8TI^zLof
z*V50l39c|_Hf~r4;~tAmK5vi3Zayyokk7k&T<I&D>}CNw=%4BC)5!S@Sv5WUCNksl
zkvz(BrdF?hl{0uTr{A`u&C2Vu_4@0AV;0KfQaUiWF@HQKY#_PtKF$q6-cEo|uaS81
z3ID<o`~*I}!rALN{)HpB5xl{VlcJ;i3x^pUdFvLt+G)HD!^YE4p8R4_k(kV(g@Ur4
z`bPS~Vsvb!_cWLt(5FWYtEne-49-yRaxGw$H`hm!V#^#AVEWARy|c0lOO&Q}i~9sq
z^h2G3XOtu`i6`Yc2k)@KI3W0~b8wd`Q6Qx3=@RUq%1Q{W+uS_a5(PX0nLJtLNSa~O
zy*|DBzTgP$w3$&=56TW+qiRV49;s7g5j1km0+TD-uxoI=Y9r~fSiF|doGaT+VlYY)
zhMs1nyTOaw)KGmaG!K=8#!%V3zzpwC<OKVvNs<iw^IiV)B?kNngQsOH`GWP-Y75Q$
z2_53^@dx{=J0%5J?{ZlmkQlHg44y$=aG+bJde%ZSYeI)vj|$|)wHZeFe}lnp33aGE
zoo&vpZZ`)Gb^lp!#`ZVX1ltyN4<`DU*bL?;_!s{f%7W$J_JLVVCXqw@zryKE7VH@&
z33(^7V9ynpEZFlBLrw2y!Tv=?p)6Rv^V-?TPT~f0WCmR@zSb!)&&r-$H7py>RBn@{
z!I=V+9$RHYlxnA>I8Kk%kM#_GoL+<JT>aSHV&710ASiU`4b_G<@M>wzcn_$8B|V_p
zw|B6ylKeH6+huQcHLqf8ZYj8@PjIJm{RZ<~X-)ICZI^JBikTfGs|2bvsAy!_qF?(4
zOL|masWvtT))!Pt)J^&ao2elZhgnwN4f<gJVAe%SCF+kx1na9Q@roW85Nsc(==r@R
zOX<vkLBCoOU8*sw7s~Q1(Ihi4YDOr@v%aaEr9YljO1&XiTWyNw<dEv?ZwQXI<s<Vj
zVlX#7*fJO%L7g`!c$4$Mh3uRZ$Iip~UDD^J78tM(6NDxS6s$14>@g}x53&ylE>oXN
zQp}V--e6`*A4|;9p}}$L7YX61lILfg*D~l{-T#fTV$x}K3Y_^7XFS<dW@E&u%}b|*
z!IMqZVlY)Vnn`1+jk<Y}ze!alxRemg#VqwP7qcLki_IGmtfMTj<%zCOb(Tuu0Kh7O
z0{{!clPS*!Y?{_)ul&6YX5LI@U#rGQcCh$}jmF|5BnB3rFCmzm&WYFqyZ$#b#YGK5
z++p=iF}w%^tKS`ixg$!--pi2!vs-n5*)2%O>}7PI?_EhcJwI4hSp-%CG*hog)nI#z
z8n(9}n8*&>XeQGkyMHu3I8U9FtYG&aT)Y1uF|d2FO;H}|p|sX%!RC18fm{)$FU~|4
zGChBp+~ZolYBV>8B*XHJqA{KZv2vPRh8)=5st0UuL16ovr%-^kz_8f25sP7y=xyV@
z>-&{Yat?36a=`P9f$<{>=`vK=<5K7is2Q?q)N-8~M?P>HT{=G!3M)|5txKP;)j8R%
zZx6o$wIZ6Ccq?hiCUZw&P1n}7J!+GrL>^s)cbbWpRDkMO!D+q0e3$lW3S92{PGZ1x
z-*<{BZR;NXE^WE<HzesdW(8*|NnjpKs=AOSwcBnAc2&<v?Qs6^gazRTlOEd?p7XSG
zXg)D}POz5q&L+KMPOxU{_lew|<h;%d<Rqsk#BsB8h35+XFP~=Kkr$Ib4&fP$7n8o;
zlwiJ4`>jNU=RBS-;gjY$eaw4)-h_EinRl4po%gt}CVjlgBxQXdSs_;_tQX0}VD$PX
zlay6{GjYM1D}{ey`IfTTEZ>+kG|HJ*lgQ8|^^lu`v*R0jfNI1{LQ^`}xW0rSDXZ4z
zh>c5QPKj#@Df&RW4XJL1an@!wc_qC)*e$8)^~A!qds}8I?OsPpK{l3GLXeHsi{x_N
zTOSJ(np}GFbiuG-3%$Neu~KG&Ig~!7+r8U0DvRku6HFw(c{dw7ca@xAXQ>D5+;+3E
z^CBjNofq>j*m>~<?L6%GsM7k=<-w`8ow4NFup&5EZIhDO&SeS(gs#X=pVvmOzb`mL
zH~njCqVB#fSi-!kbU=_{E7S8J*Sopykuo@)J|2u?uvcP;Ua*L;eP{{f`OUqX&GsQJ
zEV}CUYl7AF_-V5%C`o5F4GV+=q=g+I{}fBbUg7VXb+xs@HW~LaL^ktAsTfYY%2gP2
zuliSlksr~lWfv>~MuzLJ)H#ca(<M?1iGRpjF;z<@h^Yz^vYJW)3|kEg&2*um#9+^@
zi-cgh(5cYu2xc=zj8(t0A|Z$RdAK)KCr=4hRTfK(AQlAKSQZ3>NBu%G+}0^H)11>)
z2Q5+aq%P3=CRgv9BnCT~w@C=}UR!9Uef<l~SX*#0{dscfxyjVPVvZVE5R8F?69(rf
z3yf;ah*X2eK%Fo(NDj;+U~-|^5GzX*oZIlO)EA9*lpv<jkd5{9mf&Rdy`;iU+}9EU
zRTfQX-BDR!sPaXj*@-(E5saO<ayr^u$`Hf|j-+GNkyO}@BQr+Qv8=Yo#Jq+!dvet@
z#Cpo;<YhE>#iLPFXY9*au8WN{*%QJ_@T(Uj4f}Haxw;5A{aGUfoc=maU`I06HM@eh
z#KxM!-N6NFs;m$~%|ro7(5E_Od3m)x+dP|ei$I#Ql4aVQl`PWc$)w#e6t_nx@Lba4
zF%*wRC=j8J#8A9$C@5uu%txP>=TGWbigHUWBwO<d2SU_O_XO*h5GCnMh#E_}a^5KI
zeY6uH>NggP5OrSbclQRfGZr#LhNyh08A8;kdxJ|=i7iAI3N@H#m;Vo~0Lw}+R@)`E
zm@^Hl05%8S{I2@79MjjSVzLy@G#X0?I>l84F*U{)YI7t3BEt1sOeDKrVsH*WSVFMW
z9H<W$hL)N`87rdMd9H9Mn!%%qGp58AXM_VA!k?+NAl&^tSuCrw(_stZ8NO1xSt<nO
z3tZ(3BnIK^J_&*Hd!am557V}oi1xrG>p%if2TK6zU_tPqS_^_Y(8;8zgZWPFaj6(8
z@u^#hPbCIp$!`*ZN}P?Y#2=Te1PMSTECHy51&MsC)&ip@AK5j*5q#sV(wFII%xSRI
z_)-IjL33nD2u7C<Tg~VaYKtyRaZ!IF?x=>v9o4WPID)qz2<LU_BU|reclMAi_yoQk
zSIB)|_$q?&NqD_2W@uR<l|?UFN)XeFBJU?{msA*9w1i-2!4bR#hAx}7nxSPW)yNf$
zq2)Qr0D_+l3&tVO|0DrM6*3<Vd1AZYJ6p|wa>Nz(Y(y9a6DxXPFp)7UR9_tOkPr+e
z)7aH8m?UkZUl>f1w#6Atrhe9Il-_;K=+b)E{{^STjwrg%^E7*{#Y{rM5JO6J0ZGv1
zo*RZCWu*T5udSu@gtxm-QEdc;8CR~|X2z8k_`i8g$>PH;*L<6Z_|D70OcU`Xor(BW
zw#AM3Ls={${+Mn0>z9M=GMY0)M*MWC8P2XJO9;-cZ;}wi`N`W%oVREZ=Z`!+*`2$h
z_NDvuR%(JQkBDC=A#j<E1Ti&+ui_N@eo2L(vv-^6s(U2{UG-TBL05f>Y{IF&hZ!Tf
z=otRn3i-qpUDV==E^0w=zHLF!E$-T8y2VD~!rfy1Hq#&flp3LqzY)Z3RX%SmyPXsX
zITE^Jl7vLgTP-kTmfUV+{uYsmu6V6v0GTZaVq~H#`Xm9m;=9{SSBy1F*X^b&c5#KZ
z*dDGRx}w#r=!(*r!eV(|M?%mQ-({PiD=uI~&=nVKkJA;wP9C~|9c@B$&n{MKqx+5$
z{c!oM4)a?b!|&*N9J(f)qAdYEd0AFX{m=)&WhvMpaP1HFU(j(azoPWTdiT_o0Qgod
zpOnOYt9B!cT+jd9!&?@ui74_?5+hduA>K#=F^(rm6>~0oYP~s^?f*&ezJ>DS5~m3N
z@FoTh4tc97A15{}Cw~b`e2o9WHc%~Ilwq@?fPZ1tI+mw4m>gDNt8>r@e?9gt(vIFf
za_cqSd{TC%&PeW7)1gf+d`gzhLtAR}nc~k&bkjTUo0q(?S+kOQQQtt4p7>dCmU@+|
z4*Na7U7XLpB*3(_vnHdK9`;b~)p}9hh6=iKQ{S!nSXOSD?tLuSOG#RDR9o?Q@Q@A0
zzCqP5f={Y*g0p$jDB*UYLgc9S9C<Du)%I9CyR;I8$ZO69U(nmX3JzD5Wl;{}DSt>x
z?lhHdHwU!(>);mERMO*=vmv4Rfc83x!6_$U@B~oHZ|Ri4Z=v~=lh8QjtarOPpl$J8
zFsMdKGVmYf@}DL#;7=IvFZ<B-b<`pY&HM>%@vrpsz)otbBm@7=F8{p}1O9}e$C%ov
z$1Du9CXB`U|9%SIsNR%hVEwAg`V)x(Yr-IP><0_OtO*lhjV+pZ&0#XU9&A=cms=A|
z)|p=gQ_E~xTYTE6(c?yL%CCBRf*#s_RHl+e%>a3pJhYL&C%azN@WV(%?+%ZZcF-^W
zGjt@(zwKSSN=z(A&R>PQm?Pl~<`U`<I1;Y6!yE}WkQj0{b0qAkqqE+ll?lE!TD9Y-
zWasJ~X4ek-V2rAIyEzsv`m=MkuKrbUzTS0zZV4x2hdB+-X2w#hDpC?1ou(G;_$4^Z
zQ2`0Z5{|yySxPtiJ=j3?mN<;>fgSq5@4;4fDSR2C${%!AIyzo~ZGQwa)1?@Wsj;Wd
zvt`-PsdMDZosY#kcm`KGcwY2pFxS=zbB+$D=Uy9jh<PxOvh08p(Ncd0PdOWR;N)4q
zl|8CW#s*de#&eHRtwK0=-hD3kg}Pg+9I{=ae)ON<Rq8>BgYE9#p<A90Hn&UBJgTnV
zdOk==5Ag~l{~N5AF2zLK4qq5ODvR<LM$K7$T$6zrne6<(luar*bARY2s_s4nWmTQ+
zRg~(<t?Y4rjBhaa+KE*P27AxR9i#q{ibf1JsaWn+s`$?TXY9HIqb!#AyQ7m05E4L0
zLI>%gNbg85S3*J+2m&fW0lT77Y*;{w;96-)kq*kEH<2z)iYTC<fTGfy?dhBO?RWRh
z-i6>l$#=7}({^`uceaT}0)zeU1AQrnua=$5HCVB%GVIRjt7vD4P|JD2)DjRY+;t^6
zGejbY@%C8Zo|W4-Tm>W+hMt|LnW1NAnSzHQ2T2Hqp7%~OL(ls;MGQTyW{qeAQN<GL
z$S4|=f`z^bQ7Pl5nK|f)X-<Um-*CYI*ODCrTnmE9U-cMYIc0${;_NWZL~7ek<H$ye
zE}?wSt8G#?Sm`szN}tIT4A75B2&{B8LXQ)-)q|+RT34fJQ3|Y;bGoQq;NqEXTPrtX
zWLqXg3)Zr9m{cpZQjBB^W34UZtFA1(P;GZyYb7ZU*LE8ltI$?{7<;2->>7G<Vc#&-
zMUsNCJ4`oKvV%;4vHMF1%+NQ&3<DS=TQd-K82jlcT9g7~zZR7;HiFBzf5QdFwsb(%
zv>>o{>0-XB$^ye$ZKunsSwkn>;TxqkOW9zp^^UdH%M=P&)z=f>FI`a`kzknYpsNgC
zZ@aB7!~qt&5JieoV6lIqQvPz8U~7P9#_h_5Xu)EZ9<Z1NfyI_4`I3|chQ-#n7UQsz
z_ij4p!`pXjQ_bfoYznnAek#oNo_vMZsgk})HW<V6{fCDro$-{vP|jW?zwZCzgC*5H
ztVw7z!~^W49s&ZF>vq5;%uR4zXPAq7;3#nu9F2eWmiATk-a-A4_LbDd%lK5v!$im)
zoe4^2(KlW2GPn1<P{!9pJt4ukjK$5FWO6<#QE+?DYZ8JkV=O_a%b5Iuxy9|>8R8bV
z=@Q$$$}7tEtM?@$HXOLJlr*xuJ;M~tSYp7JHANx3C~2U~Eb)07oghsSGP{1LRa^-@
ze0a5d-bFLal}(G76z1j!`3rONgT$AwZ2FwXy12`&#0O@ccCMoDy(}uir9T>!$?@}y
zoH}k<v-0X!DIMlmKM6?4gcB<HlDt1;Rq}tg^p(}Bvaf(s{H1i`%DzG=o|(5U{?bOw
zGlGwP_{p|4_58}d`YJc&4A;qs;xB7*=8z~T{t^;`;x9%JQ~dO%TnlfNndUjU=1C>)
zP$?1{#lPuH%R5wb@mG_GEK6axbjurAD(M5UKIii6V#LI*0uEAwq=PD8semdV%@M8w
z7kf7@=WROElzvmDg3=$rUnu<n#4_vBFOlM#nnmefP4SiVj+m+AYx>HnXQf<R_z6!5
zNLY#)pY==hJ~}gtc3-fTuX?!M-&4z1AY~E}xK+EaXiWCF;9=VRj#|FX>MaS5D0pXI
z=9>})1wUUxQ1EjJA_{(uEclHQJG+8kClMnGzKYRel_>bRQ3dZHeI)6i;4KwU@X{P%
zlUE-|1;58B_&rPo1%H*lQ1Dkx!6(UP&$->%TxhS>O(_G7Z{&M@viAt_cII2vu~$nk
zt?%0x-l>&u7O@ZY7fed*)XFu>Tx+|bzHg&G*3h?G6_eO(#CW&$)G$V*OxUe8_5<Fn
zRX$KD^Ld(=jLR{2VBIN$GO^8BOr4xvTTxVOE##|wS~vC$4L{0PO9~VresxFuH=oFx
zu5UK+-QjIHOUE_!J*@7QxhNjnNY7a8$ycl;ft`w8KOb$wg6nNQi{r74bw=G>ISca)
z3scvcCXrY`*^?ibXZ(&4g0nR(J0+dmQA+BJMm_G=iOnN>d%7*Gq0ZUSS6V-nze!v5
zs1%>uc<e9%q3hGVk2ZX(e!Z$X@T0G%XI3}{ljNm-oxFQZ?<)k<zEaxXiX8jvuG)`2
z^B-<$W0;(bZ#*dIo2_Z3j}3fAO_X2?y_D4F|L8T)`|d2g@0_n{j7%jlogMja6K~#;
zkI>7UStj)I3gd=CFXvnP26!hD8s8Q+UQ)q^DJcwU_?TH{!_;<0MWfomUuaZ2s1ihZ
zQ(R)TzEO`nx_CR^6x*eSY+X*rywdn?bxN{lTdNZivcJ7=jrVA@i7SOK3A^E%I=BAj
zoo@M4ekTI9KfTB#rM<tAJg^lopzm&~_h0fgv8)Q4|1UXMSJ!;LUSVA*NAD8eydUa~
zoqTty{2vn0P|FUR-;-NkzKeP{H~N+Ep(%nJ%rjI3mrAD6hKQWKQ@npW<?yEz3FRP#
zL^)h^%AqcEMmf~uFO);Q4{uctIsLx3?IOV7_N3pJsr(T-WT;LOg8Lu-dC@mQkF7u#
z2izyqI3nt~*C>nUxB7l)cB+k(SbQ+n#qspjp6X;A>;#dVpkAL3&AMPAD-x<_rupjX
z%qD}1*s}3?7*AV$peED%U&pc>1WhW6;3w{f|A@uFD&fKp%^*8RzXp|(`!HBmh4xZh
zYz}F0FAe)QPU~OotyaBab?LwR;8#QSsl>#VHeAKPG26FZ@;$BV_is>8Ewhk#N83&b
zL4UiAAmjx|U+ic*EfFxOJ4vSGyMIo~6zoFyO+t7+=ecgoTUsYHN&16R#q@U}{|;3-
zL}rL`t&RS~7)b`REQ=NPwOJ6JV0lh3D`yM;Hy?7uWWK8T5wQrh0tjF2BO`n@nZomT
zy`+IJzn4~3Fb{3{k%?f$eq`c3Z5cgV*@-Zwh!$Z8Z$U6c#3O+g7*oW`A7N7M`G)IZ
z1ATH|LVnLztW_(|HU>4(8BOlY<N466b-pS!K*_yK5L0qy?*YFHI89<<!Sh`S!6joB
z1d`~FFbARw2ZL=$653i8Lu|3!xm9Kd+t0#m-A!%ZNGz;*k|o_uZC26Ge5zxDhwNN~
zX2Ay?#-F*2jWIITWyV<b0;`p>d4zPwJ_O>1#m`ul1I{RRHhsYv#m>&c8DUe~v<G|(
zvv5Xl4EDXGDsui%RYJF0RzT<=<<IFIG`vxvZj+Usn0HVfUG<axnW~9EGy4!4%r^TF
z>f*oIhhP!oQoL(+mi}h&7++-#4t-bj&u=`B%xjijl4rZ!zVJHtvMBI6nS{Vo`?rVs
znk3)FVCi*ANs%uP^}VSckq~&71#eU`3jpvgA)RB@Fbk7i%vcHG8k6@$g0PC(bFZ(S
z-u1Arr+Qx^p{2e(+qBfTWeVKPQVBtGT{PPSf0uKLXr`I`+j22P70uM5ie_p-&`d9V
zUnJLC7Y5y-tRys$sk2Q3c~Q^oN-iFcy^on~8s^VZJm~u)L0o+UPxyMNe<Tvx<)0D)
z{+l-RFRv^xc>m_`{?X=*)>&~5DIBV$;9ZU&F7FxdC$?0LB@!Cv*4f-Rt82ddzDU?;
z?vVr<IkJQH)YqFc$RD)$E?0ifUHsk3TW${GR~~w(1eTcED9)|}XsEJA8F^-7TY;B2
zqoHnP?a@$&vUF&uL+51EP;+bjtZz=%t+kY%@tp5IHCF10Ci{YbxJ`Dv?s>9sVLkE0
zLp{_70>f-~e~0y??e32zBzoR5-xwiSwAjQ`=iI8rHaG25<}mGa<eV(q=@u3O?Q}OG
za65hdd1|Lq87$lBXelg42k|fX9!okXz-(-H3h7PIn``@Psbd0zwJhnaHjDQ}l+u@G
zd2`*FIhLn7k+U@qJ&tZBK43r#U6TfNO;VDZIg~10!(_Ez^1@D}KO_WQ$W4Mc7A)DZ
zo?iU2FHIGkOEQG2GCV@eT;ma9WC}b&ISGMBC_UGBgbJJ@Ji>0~Ej&VkXRdJw7Ew3^
z3xWpO=2c&DWr5Kk^UgI9!<(ilc(2Vdj-Zc}3VQY;h|v>0bk)~=_ozoC7CgaF2{8kP
z))~3Acbu=7veLkPh{L@XDZ+td;tp5vj-&$aZ`s@nZLZK<EtXjD1r6rvF>m;qt4K@5
zd*{zJo%CFX<6ACAY)-OD8qHo-(2(ZnpNR>YeFJ8XW`Bym(Ckmq{@bWY8~W#hV|yq)
ze3I{tESi0*$uwj5Lu!K-e?vg%uAX;%dvwir8f2<M^N3xjc47a7nrC|DeE8o;FFl@l
zM`4+pOD^xcEZcbQx2PY(EI{%zZT#}wEZcZJ765I$**tFJ?UVB|L^kiMg1d>Uo!i;}
z9o5znou6LxNeHiadE3r2n*}XgEZoPQXxoOzDUa)a-tiStcgw73oexO}>P;p=jPC9}
z!RI9wTIa}lrge^#DOeeMOG3~(-<)S!=i8hjT4yu<Em~*1m#Ct@wy2_cS`h3Lv><33
z&&)F|Gn1%r+qi$8X_@<_M9^^$L4=MA$_^T)&PXh@%u^DAmN}u^peD)!gYmZx<2^28
zG)na`DHy7DV4RO2hA}n^mXQc(j|=9R&4SUkN&eWh#}XeKE%SXG))MW}DqFNiS);;i
zd9xrfL3>=l3Zgxxu^?!VX&-0N9zjlS#{oIoy@kz!Bc?f<1?j_~*FQ|Je-yp#?_sl`
z_sn~GTAxnkb;Y^9SK<)}bxZ}~M`@EGZxuZHp0ibu0HFsL^No6nyDaY4204!|^3ILu
zM;9|$jQjadWe#beqwCFICkfr%O2}xh0_BxVP8J&qkr|ul&hQG2^XQ@;QL0oKR$%jd
z-|10uj~$V{H}fi^Vv7{VLo<!A{Du7`U3ujMD|J8c7Zz+D<tQ(r_mDAHNXE?S{FTXn
z5cfOEUx-Sz<!LkG7G08gG=*uwNbc`2@TkU!==d+QUtvcT+M8G@^BK~&54{`dS~2rE
zfJi{|JR<}k-sXA6FBkf%=b#eOqh}86tP5=#T2>EVL=N~Pwk!&5+Q(vl;!FXi{fS*m
zlv_#r6RUZYOfZXFe=VU=odrff=<HJ8WOYQ4F`E&;l@M~{&b={5sAceG#2I5t<d6MQ
z;N;Z%Hu;w8Dxdhes;dHSo>sIlxm8{vCHQH@7N7cx>6A}>52$?eg@Wiea?Lke5{t<c
z?7O2B-04#2lfrkZ3RW_2zN2JpzVpoIj>k*`vyuQC@b))qT19XC+gDJJUg^u9<NC)r
zb>hN-rIpNJ`kOr;n|<kl-x`;hTIk(4-DH(db)*bVchi*x;h&*>cl>QfB(E^C?1}a<
zAXKavXjWO-BSBwkSSPnG-K}0BJ>$cHrS<;r2FB}>t7(@|52-A|loM6YSpD1!jf>i-
z`ShOEzBuo_^YzKqzM5*F%t!sV6Ew~s6LZk`@8bjGyhG=kh$ZwuUvd58m1?c8h{xMw
zzS*HSn#oA{(<NQ(nR;pIz$<F31W#J;qn8RL1U>24`8s8TuX`4_Gqb|2xskSwMAQ8w
z5;q6o=q8^ItY;&mi|)66P#Z4m{(9(&fd!N$Jhq8_uwq~_kM|3*%FGUp^_BGl8z%2&
z22j~~?$FA`DzBvbT#9(qw^9;Zg|hf_UwL&_f?4q#gs4lerYdITz#g&Zw)$wpXO=mB
zSv|0eoddgba9vF1nt?S{{sp2c!NT9p*If#>EoJ8dAK!N3lN6Z&lC4`iaFU$^o6%e|
z<S|nf%M93)cw&d|2k%`Avb3FZM~jsSwtHZguf0dLm7+keZ+81?D4ztI;nxD4@rAEx
zlFYz;SoBORL*|X%nmIJ9t(l-o)2{)0eC@JjfgOyGMR0I-FlI{`6FVt9yOwsMk~!B-
zTZY0`zbTR%1~`)l;<!?}NL=UN@B2i3EU_?poV~z|9%suG>=bJ8O!10pg9P&s(z8}C
z`-P_Eh%9g7R56T{t^t7yFOkPKp|2w8a0<2w{S=wvIRg$j26%9R2?PK9Zx~^`YUzRT
zss+K=@tZ?5{j<P4cBCac(#$z<Hfe#0uF&nF3@h|O+n5;H?)o3`eP=re>MiT*>0kL`
z^~A4egJ*+<qPg*mD88<Mpk#K>*Da3Hc95D2^`z3i+MthpK-WLk?;Z7(^LCxDHy!oW
z6~*s7zF1q3G82@Fy9ahwK?%mfzuPRGrxJY<1q=U!Bm@=bUV>1?A@T5R<Kqj(hMy4<
z+uiUJRq*ObiHJ38R~F|1!bcaH;q$%3fOmUDA@q|pu;_1z&qLt^X$nW|oVr)V#B$zO
z7Mk52uP_x1trznbhSrOTB~5jcrg8s@1!rzi(ocjI{g+D_$j8V<f7uE{yq(UVgjw`2
z@trRtyy*XVBq_1zzlj8*4eYrxKO-c)xj~ORyq_)9bx-;RslzfG%}ktSb4H9>Hve*=
zSvGHRnU>ADzM^Mx-asTCST-NFAhbsylbV&aM?g3yXODneC=L}{X={(b@l(G0!+Qj-
zOR?E-LfgyGwunCYz3)D6u0^{24>W|$vxwvkjdff-a}hX7&m4=g($m@0M%1C_3*>wL
z=vuyArOc6zp7la|A+pocp%SI1p4h%YAKm_pZ>-($v2=a*ysx;fewIcu4Wt?fh1?||
z_BMeY-jqf5piwyvfJ_m1R>z(7l`_wZby>u&pr}s&$yYcf;F`qQI?$F`$bnZa!BcD<
zNS9!D>p;Inymg?8>MxVsVPKy{Vi-7Nkr@VdVO(bzsIhk-ozQsiK&qsIHESsi8cN$m
zX79i_Mn&5k&tGVp;}@A}uWXy<QkxRzZ)N*_YK~;eW>>Q$1Um*kxSg?+!uto-I`$s>
z{lLO08;FuUQ2&%^OM6e3%&e^gjnx*Jmet;YJ&VlVfqfFuHUDmD{;wVLuVvhj`Q3d3
zTbwf3BuSwRq=YDgPn|OOgHcfifASZ~;Llr>!F~GMYqTaO+lF};dG2-J0F|(q@`qY5
zs(v8>$*Grp(W?WGuOBv{z$zlqEYMY4Y(jzM@ZZeLEE3!=m0fH?f!53{pHBPTS5a47
zIIxJ4In2~7X0hGM5@jo+Ek^;C1Tn!Li%mQ8|KY2eT$aJIlw+mDn2v4x!?#IgNH7hc
z+o}g71S8Xo#k%HSzIsU#*Y0sbYXl=?UaS#ZqMpoMBN)bGA*>MyFXpZhfB_9sH@?;{
zIa_W#NY&%Nrp0#(8GujOMUu}8|BeratWqnp7BT(tc9=^&srpEL5b0bXAsBMZBZw(l
zL^=yKyRX31e*O%#Nn&EWx^A%<udb6Rh;|;55JWo<P_gr==p&pWhN(UHcc|@P0|ZgU
z=+UBz(W3>y=&{iL{&y)0jL75a#bz`!k4SOIbM|5r@+`1~n1vbzl#L;XQ1+jk{voQI
z#6rlkl!TnB(<wop%;m4IEHD@+EisH^mV_B2<k?XY0ONLH#t3=#lL!cTo?C1}p3w&C
zy~Kn(dpOM6xy%sqv<ew9O4(LI`eF%!m>}eNj!OZ4XEF-{zcYDB7QP?kWF!RSC`5#i
z=fMR|$df)Cdeg)7rbp46Np+nrrS@+8Sl3kk8S&_4oZ<o9<rF35Xy@{eooFWk!qLv+
zm^N|?b)ub>GBM2?M-J=Gt_l8m%y~BdInTo%G}Th<Rk<;_QBFpC6)3M{a<YhWA~V8p
z8!6O;>#RvsTxVUXkbl-F8KEPR_h#<F5SIV&Xf6{1@_5GxR+GiR%mcD);-6^Pm-#D&
zMZ@sq1O7sf8N<Z_7kY_N;El?1>NrYxyjteNI6z$~b2aI}kxSPinQI-8W0IVD>41JI
zdBKy|nE>X-KKE76K}Odb{x`U@{<}&YbJ9Aau>XDaJsS>XaeRpz#8lr2@XEgN{uewJ
z$b>J0Mf|&LFv6Gpiu%v1gr$NmuDwo@5I208uvCOE3ke(&zC`zqI%8BILC<)GwwY{9
z@ek4Y8$K4V(~J8Pbo=7|8mgAaVB(q<32yT>mzua{TnYa^)lT9gq<J?b^C|0enSzie
zr5s4~H&g?x6pm(63Zj|Km-3}eMfLYd{#NQ)i3ZY7Iiz2cDIiTLH~{^&mBOScB}AI;
zaw?)Ll=7#lWfBdf7dfOi$`p{M6e3+zk1Xvkr}kLMOrMf1`s;saUPv$4-n6@3{||Lb
zR0%-;dx!oti$I(90WYNx{bKr3r)Fi9cbO>V%S@k=E&59@HtwSmB^u}#TV||YS*AdK
zN})h<3B56AqjIXgl}z+K#q_e=ezQZtOXi1-T2=J-Q~`+!9-R#joteuI#Xz2bxFCGy
zo&IX-L79ie_jJyJ{OD_q`>B^CD#(v<RCrUSfCr`E_<XgsNfp#gE17xFLlII197fNo
z)>15dNv_N~R07o8GD|6m<BYME>bMpDr}P)q{CPVvq8U)_W0w3g6!qqBdoW#-k*#4C
z144da=9o@n)FCN24WavZzg=cdo1c^^?wI*F8H6L(ql;z6d4FDJrYw*J{eGRL=A?Pg
z6#rMALu`WvdibZ_Jjs7CIVsBlNgpA}SvCDRyh%BhyE1aW5glQS5g6{3<7F{&o19g6
z5hN25a_BJ=;*xYAUm{&5@xYUH^~pMZy3t?Cfq3e^(ZP?sWtW?H>dnN=hRJ1^BZSXo
zf*MvP7G7Vg>+h)Ul9C}#<mSwqMNY8WQqO<W+bU~zPWU#O-G&!~$$C@+|D7sL@<a%C
ze*=G8b&mvNpq#c`4{hi#X=gwb)D_Y>@NDseka3Ot<Gqh%Eo5A@W-Dto_Sf@xU(Py1
zLUaamGNWKqe|z<|lsv+S#k0uC@~u4H)L+iyos%^`C%|H9g+iO#-2bjxl?^}VAefaC
zQQ<FSCX4}h62x>wH~@a7CH1>MN-T`Be^_ot*+0k>9031ILNLnyeYqKB|II04lx?*(
zjIxO;g26>TaodjB_Dd-U23L$qDffxl5FGc3i3C?-jN5U+Sl*HyV|fdLv3%l#UH!@e
zV@Q2+xjAKfV!64hb3)qPck4^l<MZg!ZJL)+eWaAISI<w3y?V+N>~0=X!8m-FYFLCa
zkKI-oA`FwgCJBQUrNCtGMWwtQ!R3R0!v!X@#D~c&2u!vl)n7(gU@T^(RB2saZIrTb
zYqk+_0^G_9Yj^u3Z0%*MJEiD2pMR7(ElI(~CmkD~lqs0`{VpLe&W#8Y{K**E)*7M?
zL&tq8>gItjeVsgxoy*DuFe&w^T{X)y#_gD3pS_e9X0~*4&1`|)^*nn1A+OHg)n7@q
zl|sSbRu&lCg23P>T!Z7ezR_v^)oO?&1%u!Jsj1ZW%M>_)(Gmh%JQrb$=NaQxwkXrj
zm*Dx-*!%4$Qp6S&`{SsTIT1`2{0k<i*Omq_xCMd1`}Fh&l?8^a27Vf@oMR>hQuK)R
z_rIY|O3`4e<BqM4%M?`3>k<N6U2)Y2uAs*nveN>7lZc~k#;y=`6Qn4GZKYpp>v|ba
zqVC_p-^@!M6K_FqrdyRnh&-%h$qp-75LoHkx|y|<1%{QrcCB=|pMR-Jmy*Ij!4;-5
z1!W2usDaL?)#y%@DZ#9o=l-x3xGUhn+p0kvV5R3HNqH#+HR{dC6wgGP$<%+t1h%r&
zfUPVDZHr6LPtOTfRu-6T<?%63=lRl52lL4w|1z~piU*@@bBwl4rnrl<-$^ixcHGwI
z)NS=44lvryNK#%(fzk5*H?q>@`mgQx@-s%ZHH>J%YL*_bngu}(8<Xj8p)7F!*McQ=
zp(dG?R5d9Jxw{s+Mb9ZJzYq{4HpUN6wn@P7TWrJA8c|E{H_J`%Z0B+lJljS?6uu3@
z9!l|T5EK2wC}{DJ|1~=e%f1<hgU!?vQaFx&Cp;=37<JJIR(JU;F3~&mzc>S41Y;xw
zqcLN`_4*0)9D+YyZye^&>)p3Zk9pZ&OrIR)FC~WewaoZ(xS(&AfjbTNPgWBoIAUa4
z$K)I*QLqgBp@d+hID;TGQY=FjS=KR0kLok5y7!a+>Sfj1R@M{$zCTH=l3B18-2CxI
zi7IN`r&dVBhadHqw;?kh^*2-dBo2a++x~0LMr1tZkGmaF>gW>m(#QM-ZOS}th<B$A
zb&c}N{%gv7#(&Maa}>e{QWjJP%U)P_mbMR<?Zduq<-8>Km}+gR6y3&D5Z}zblD-h%
z%)QdYH;;2j3+v7YmYMj~=qLRXqiR+I?OryLOhn9OBc+&JXnM>QEk02|LWLIhv_HvP
zbfvj#K-M$;;M4vJPR+VQFL>IoQtqPs_MF_cNqr;d9fAedwZuGAJ$N`nPa2$DOz+M0
zzyQ@y;zU%uhK5W%iGqsPMM6;VIugWGJnTQ{LpICTrjlOTzj%VWS7N*S52EW_KZ(e)
z6n0f=Y-H)JTMnXmKklyYNKAMSLKIRvNe6YoQUS4PX`7Jf6G!^Xdxx(yRbe<2K~;E*
zzfcw4GF2f-Rt3)N1`<MB5Z;v{u-B{Vz7Zq+l*5`BAO_IPY(dC9+CL$@1z}+%DX}O&
zj|Acn!56txpVLdm_+M3PBsSYnw58_8hLj0w?Ip;M{?V~Q^CC0}bdKVS7>Bc$z%{Ou
z+m=53O3dg-hUK9>i~cw527!h4*m3?6bgwCe4o*wyxEZLE5`q^@j#2$z;eXmo@t)W>
z{AKgsH^oGyey4(Y*<U&3FUnz8{3}dD27pdTqWoZqPRTTbExc6{v&y_x61$4>iAL${
zpv<>Q#G#7ORTunD$?r@u6o<k)B_2ZKrSrcfGc4Om_9);hE6vh*17?Ui)sVkXry8!x
z!oA?wJ()DWZt!}fj|rJHL#0N@pP_sb0&8|yC9PS-d;co7Vk!OLZ=Ld|WD>e<$_yqT
zP1#9O#M>{!Bn0+++Og*|R!VqB>XXu*FFE$SpK&dF4s-1JpritON*Q3!j8(>-a~Ku&
zoXcOZ=iFP^^Dnz%Vx?j8oBn}nljO&BGIpJS<kS-bWg6;BU-_r%2dDa<QD2Ef6YD;>
z%B+CzTV;;TUyQ=|#l=9h)?&bZbMGo%A3v;z49qN|WU7hNt~7;MG(6zQEV7#P#p-wR
zYA(<_^x}8?m6G=|Ygv4&r7X27rLI*KIA^%h|J1IX-q5#9-LQfMbc_BCa;vfy7N1OQ
zBq8wm^$B8R$Km&MiD2drtDX6SOu-qn!4iU5(S55;L~019h=FM`{|?m?Onri@&A>D$
zX_(=>gy7`6g@aj-Z?%~lc3N#tz0Z_+AoT}EYMt_|aT%Bqu8?RDc=>8Gq8_>01i4l+
zMz(?zVIEP33A4=M9~cDlS@$pm;=b#Oi?MI})n*)2pJ?%l^<9+C@3#CQ<wNP*B#0>;
z_kerBHKOdXVjUwPIN)wUAVc0YhUZO}Cl;&g$-LlMhaiThd%C@o#KItvEaskWk1pSK
zYp`ss$G+mPtqUE!lWv_|6IK=r*H-03Z!W8OSOh++L%gtXJ(BGMPcf3^fu|U`CJWC?
zXXgg#jmw7>(u)?-xLo#jX4lLMi~KJtEtP`LcvC>=&9OHcc6jTk|0V5P;-9J(i!|dh
z=C3g>W6m1$YRk4LjL%#QyxQ_@6vj6$23~Es5ruKZ#emzfWaNUHO{UiVrF!<K{;J0J
zNEG-U550Il-akUPo}{&8K)9arYmMt!wZeZ_@@!@=UC%@*&*mS4HTAwLjoPVdoZa$2
z&7bVvRxH#0bHG24?M6o?YGveBl`VYsL@gx*^{yE~j5>IZ<sONEHr->b@kBjj3Z7$m
zSVGXShpuH$^iU!vi1u8be_M`-h+>9p5rreNA^Z}H1wpGyCy|zSYDIgqIi81?SU#4r
zK<?R&+_Pm09MT2}f!u4UG(POqj0ht5vWXG0m7j=1ev3Hdw;*_h#ezWoSz-B4c{<Kg
z*QGp={jwwbWtjr+pMRaG0+2n=I!kuN2-(U`#38#y9I{&wc-27B=Jk{Xh5{GD3Lv05
z{BwE-qotG#S~Oi}YEDy`f)YrV5NMHVYtj9-S`cw)VG)NG76e+9+U~EXEHJcaMDkHJ
z(x>Lrw1{s(@%q=oU3;1t7@oRnyw-FR?@F1`bTmOs(?K^eZ>PVDS|YK~O)QWQ(^a+3
zNLCgY;>=rT`U*{&asNb&(N`Ri1i<)Um@zgs{UQ<2O}xC;Y;1~dct5T)8=Fo$%nll6
zp2n<kE8Amm_fS~6BBQQ8Fp1`RnJ?>Q3;dOezRXn=y+g_M^o8D`<oc|8hk<(2!}luv
z<39iREP97k`)Nd3pNWKB9FHjL2uMynso*`_J4`WKD!Yg@(>runZ+eHe_;0pUS`@g%
z+N?LeyHtUva_h4%_zUPIhx~<&7njIp1X*J}rUAl@Kgw+3#-CZQCmr^;N^Zjt>A`DC
z$;wP=_o;e8La=M{bqV3s4DSo;&2efA7iYEh&FL25=pWUac6Z6GMoS{tZa7~;P+#T}
z#Hj5atllWG&|KH9H_dgeOhI!!C?ROB``4Qx=V49}-sTzpZFzd4igs#IMLV@1I9P2#
z&?Z)`H*I1rQQ<c6(R$MuV>b|=P&I*$`3WL)^ndH`rpihzG{%w=g2q^LUTQgIfx$R&
zgYg9Ub(!7%R?HV|v4hMHzHP&N(H8qk1hmDU)|<8%ZJJ&iOk3>k@M;_8g`t{NvKXq#
zN)^%;dkl#OhH5{t`Oz3Bu^ecOlQv}07(p&p>^lKD+OCB?hH;-bdkpErp*Jl|Z(0<+
z?`Y!^?J>;pza=?!tqOJG_5O833h5DN{L|tQ?QzNpEH2RwMc!_BX^FGlkN|jxg}0AH
zzr!+@*?z=-zTi+n2|{wW6>{RMNDvzefs8G5EDkml{%?udP}uC8|MO9DcO4PCH#3H<
zfc-rj%*n(ymZ2QWL^!)Bvqij-d1ub!pU3zQf-fC-iip6$O8&y^^9>%mVJujKON0GM
z==^i$sttMYI7`fOT_~<yikHGk{2ogVGLtTyBeslQk{(}G_xr^^M}5mm!*WMAxSInD
z9}{3U=(wSJ=Hj6Neeyye@y(O><kBa8_5Z0PmWj8vzd*}W78tYmCKqX-UTC9Wh5dqe
zNC@q?a*jI}+Q=Ksoa4?);Lyuh|MP#QCtmiqQ`H6BYzwq7xsg`eXto7Da>f6Ux?AF7
zcUSX`#)mg1v`$^<B=1%K-KuvKT6Y(Xb^`WOk49k(b1`TlP*h(!H>9b0Jqm5CKpWIK
z7@w8AEj_{c1yd;NxZLz2$-rR)rer4TGU;&%N@AN~e;(~QO!KdroodDD{TBjNbc_9g
z+<Kumn71QSFg?dA{^FmZjbi+52b8KYitJSKF(6bYupfWZ?842}dI_%eyT4<O?Hj29
zkE&lz?UYG0*>b{kTgkGtT`WGC_GOLB2ZbK$KX~Yr%!3;dvWtau@Z%(w9y7XrvR?a#
z|8wv9jppR@nMl#rNJfaOUjEa+U;Qe<xX-I^<KAuF`jd7%SUIqJ$FoVQM;CbI`<t?x
z`hwj%ZN~@tt0akqj_Zz1rsKLpreN8y&l`ceR4oZc?^R=y>AmW3is-$h*5*7Xkw))j
zkw))jLC}-z8Ix9ASzubp>!`X(_E^NLnc&TDBVyx%l@*;(kxeGxQh1Z5#rS3F8A%GN
zKk2Ccq)b^hIq<leC?U{#{3a81X}ihHawaoIw%QYQXm3%6_7()%kDU^zsVp$G|5S=$
zmM}ZK8WSU-P~OT3<sWmE$0VcoTY;z5*D@n4aM-cHVVQza%LNI61%8RJz$M1W)&fKw
z7O<$p0u}@oxbRw9DP@7Ng{8&K`gwKp*V9_4!kb0?=JB454Lex*VTUgx?67BC+Wo4&
zBn3Ov*=!m?9hm|<be0gdgQtTYQ!`KtCyqmv!N*A1nt~X>6cz)R!h*mQv2Uiu=}RgQ
ztNXpvHda{(tdyrFOF(;2*Vl>hkcl6oXE3R3o(Qz^Y%~MCKR23%Y0FFC5yw?=ffsD&
zfu3ws;XrBc+|7Ds;Xrxyu~eC3O!2b?1U}`DjryUPfh6yY&1T6EZ68b1DI4|l_&{0j
zs*QR}e4tFq2FhwX=0C#T&v`3nmY{A{rg!SJPHKw;qdDxBkgzlGZrN<c{Z<BS0(Dsx
zFe^}-Bn7M}o|6!aNzW35+$O1rrR)}`g4MmhZ+4ay@99=n{VlU#S#f__w><jf>_7<>
z<pkBA5*urau2hALR5wj|Vr}s(apJYbD5M`G9jq-{%J7&pL0ZyLBB$<LvUoYK`phgY
zs?VsVVvJjxzc9wF{h1l#9_7&y)|uB(54R^cB#Vl&bWgCfx9w-TXd+dV_DmwwqjE(_
zXe}UN0oDynOw=_;`ts@%iGfB!v%-d3OOeTx|A3@Grs^xfSRi(7;_SBVEm2UMk4OlL
za~MHHan_vjRI>MZ(wJ9?_dn7zK1Sw1X)e89J1&cYd{H7|fzy?zsL^EfXJ*1RjOg2i
z=pZ~OX`m1-6)>@o<_L-YZRtRH?^LG@r!o<g;adJe8LrK$3~?RX<uZY1vna@AWvTgo
z`I+8VHc(m}l47C7?-!7e5JSsRmffFa(c*WO3zXy*f3930IprK>y;Y09!`Nw$pss0g
zsHPrNKJdD_Ai)tOUc%)3MWUd@y<0>jM2Y`HIHtsDOF%Mj87rVWt-Gg?x9}EI>;)cZ
zmY|Bsd?@!j?+nCeQSJ#6F{0d^<KKn0m~#Ios@xrfzoghGcS{j8UTG9Z0op@UrFhvK
znH9Eh>#bUZB|*V=;x80@C(?=U;j<bq3cf^@z{o5L{&<x@viIIC`p+tXGHRgI4J|lB
zK*CZ?f8vfrPjB5nK2X~jDCFvIR1K8kf-hDrP%`Cd%6hAUcb;wOBdD9E{${m63pG-L
zBMRQxuKtWfLBUU!5ET3bf{3PGtwx}(ca~G;uh$4vQFCP$D)VVs6!%9GC!)BWmr!On
z#XW&&+s)iT7$<3<xGnL~%%v$pVyATMP~N)&g<YlS3MPWmKE_`t?PIqr?dG+!ENxF6
zD(x#<bm=-&+SjC5Xy%s$BqYS9I)Nn5FIg0J;$5b&o7_c(o$vEo7q;{M%6UQD6!xmS
z0&P_R${Fr8A`07it0YFEps>qI2nxFtK_Uyg_UER7qp<7CEVn4^yChCTVLPv%)coAE
z?NUVBE^G%ONzy=JTjHZ_OH(*v=hT14_9*9V^SSAm+b|WB_7MI;X%8WmS-0(DdD7$b
zGmWw=@}`Yx0`sC2ii=u}mXPmy1vcrDuTRdWht5mOqle~Ce^$LG5fDnypPNv^o1g14
z%>n`SNfgEs7lW1pi|VC~o^7OdN1<(Z(XbvUWq~;+lcswE^Yzh;K%9}QdCNe4PqL1y
zU9X5`P8!#h^gi>so|KsSXlVola8>_h=82&4@ANe;rtRQI9~ktA-ak97aq?tNlaYYu
zq<|a=SXpgZ!0S<-t%MjJ&+ra~jMc+=zWuOX(mIf+{+9U=EiNi^pjyTggsLSegh}_r
z`1B`LEs2HsM)j>`zENGKVA4H$bs&%au1<PW)mElq26p#WGxKiGDPp?8Dx0`5jlO3#
zPfPG@HM0$iJZ2jf1P^JCteaj@Szt_@s%$m0=R3EWQ!NkGOTRnEPk-mo2NtE3R3oKq
z&}f9C(FmCm(x|nXEWuD_!d5e(?!DDasHbG76!u>b3(TP`7SPIqU=CHSVS19Xz|iW+
z2(40<rDdv}QZ^{F)lp`vOmUStA;D1Qn+RpTyR9<B0?Jq{po|59GW#|Jl9dI<+_>?l
zX*HB*o2avx7F&pz7F!V5;WJ|g&z;&+iDr^mzAL}g1nuJ))<g#yCFJ%NB0S#ZahK$R
zdR~hlrk-O}WMbDq1Jy=iQM{_P-ajcmx3|?cL%5a>HV}ldByg|H0>b@l!ll>770~yr
zPOGJ!l&Dx7psGWcAlJ|Z*QCWMs}Z2SJi5)S5Da(t_jCDs3K_-s7b=|JZr13VrGp5m
ziKPPK$V&x9dUN^0ThC{y;H~HDNwosavKWXZ^$bkNVjy<0XW%KdMJfe9y-`3`lArc_
z)HecT7V3^{gJ<@9sY^Et1l5%&gbN12`{g#?8b(pz&1w1dgw1JmwcmD8Vc_O-Z#Ql}
zggg4Pv_`6I6k17xMm(t)od;N?urSntZDB`Vp4>NLyb{SQ3a;4(|6SDe-|d+l{C8lx
z-qt_RCiwvCB)#@JsU+gJziv%?Q1y_4B1kHocCNR21@h_#x2Mq!jTR#B=Xgj$Q28<m
zLbaN-aJ}~{5)1C(#qGv>zbI2e?!ociAILQLh<CRe?>(JUg!c~cZzo!8;-*9&zQLjo
z-(W#p_icgEz{hMi?tA3+tlaluDI8Qf;HY#!ri4^#t<Fg>v^l%oxbNlLjr;zEF|yT)
zSU@X_1+=mtuKTvY&}wglRyFpgb<xu{r<GBqcM$tf*A0!5c9=p+k|`mL^5{Z`)0(Qf
zGA*u3hfbaywpR5SAzQ784Yab@Kr0JEWz|So5GYi9hh0p&o2GZrfA^)a`h!w5DD;4%
z&;v3hLZLA-4dpa4LZcUMs}b>mMiw7vWI<3)i;tw0Qx+I%4KiwZM(Y0EL*2_W+f6T!
zX<*nLazB+PcQ4zd*whd^<t2b=hv;2uo+j&kC6V0T<<Jf@KHoxO^CCCVM9*?fqN8zN
zwuv@B8yKtd?G*I}oeEWGys}ZUZF)Tw)iyo3^q9Wn{VokI5$ExmZ)_F3Y}oTjwC;gc
zMcCO){SVGO(3Mf4iiyre`mvCf+_`vYSA35^rJ~EZC82L=!os0%X|gkmnE<HCRV`4X
z<v}b%x839{L(_*tuS1w#hbVf-HkhT(SDp>5%6h3YuO9bY;5Buxv>4VqGbO}b@4R=X
zSnupBaOj5rd-`?Im*xi^*F_f9OVk%f1)8W)0>i9)T6wrSjNEBfKHHs68?2^EeD23Q
zlejoKd&d)2c;RzV6c*i&<6vRkb88gB<}d>0Dp^T^^~^DpGip6kVw=9M=T7eH9x*GJ
zoX2!?SNMy6hE_27+m4=$WE9y0_GUo1F44S2V+Hf31Y-r$v&&h*%&|-4py5SDossrn
z6H{&ZdAaB{%-CIK4b#Z?ELC0-%&cL?z7p8sy}8q@VU}XbQn+hU3anvPdM0g!swgEu
z6u*XqgroR52vLuFHm#1G1KW3o*M62RwwNDyN&oVCpn$SCVePYvB#E}(kszkVxNDye
zNG!P2fu!uJE=e&m0Ui}gpU+7!oau;NrVAg%DWY4D#xh+vQHB#8C~3fnS`au<EPYyF
z*lCu`8n%<N5HY;BAn?EacbRUb?=G|Sxm}Wi=391|-f@de!P4h(34zvM?=qd@<Xxt#
z|CTYb)t;zBdy6`>w;<3SOP>}P+W%*_sJX8879zB_Akco3tG&DSSwYf+3Cip?CMY9Q
zu;$lDLSTaWyKNIRVT^1|K-6IZi#kkTL0|%`eOlm%wa>m%AWZTsY}mnqzz!vMhid`s
zfVIyTB&o{_yL9q6W*8+CV1~CP1ZJ2TVTN}ZBU>|!a?D^+zx-9FN->f+tPrv6Y2|=E
z&${~HNJ8&jrswZSwT*lJcDu}~r|lp3IPTHufpNCma92IA?l!BQ*QG!Rj$RfJc$2of
z%&O<FyUiL1nmt0{V|MBtGXoX9S9a=4GXoV;@_!NO%-eFKfxmQCJue9ACOV2$&w`XQ
z?BmfAib+VgC3p*dVOBk@3|RGaSvjkoN>V^LwXTG~Vb&%HIZRT~UG;49g;@3MD6?R_
z#9j4_@_(wG#OA<iVOJ_=)$?xMe=Lopc=V(XzY=Ju_qQ&dCpii&MN&d|)lvuHRcT8{
z4QJi6#}_8N+JmWJP&JajFsK?y>e=DdYdg&#X!`a*F8$rSz~n3{&5Dm{Cxw<mVcPzt
zgw*n-b>f2sk7@tMfdV4Nx>#ai&@$gx0neY#`NG6mw?$!nW@EXr)^DRwzp+ux`3r#s
z`^+ZQ_XalV7M}$2X(!Z*xw@qWVy$m{Vdm->x**n?a}QY%b9J?ct9uc>aA|<fVK5Up
zBA6(+qJ}$R)&$NU8pdG8{?N1rZFoHRnhtyt$gScm1fHo^mJrm}iUgthN{YBM_0|##
zKEA~s<KtV%6nD;qIBQRt1~=DjkLl)nbBb_pihpCKPVF5bCZZ27Z_$UBw;=9J-2%g_
zHQi&pbfZ04&D1AJ;h@rZN2T#HC8SboHCuwA&8$79?;5(tbl-CsBU`PA1+=nQKr0IZ
zuZ=*f1%_6yMQDXU>v1U?lsW1sb5y3d%3P9QD04nSnJc$dhFCxuiv^UiAW#N@RtxL~
zS`+q)T8lo|LPQ^IL12f&t{u>4)!$?KtcoNR_gUpAooB%9Bz08q)&wyX+zqhykXY^%
zIDM~~TDR7l=Y#^RL>SZH$7L1}e#9p123TK{sF({=m2m^C(Y62Oy(Yl=g2Vq2n?Lqp
zTWuLLR_PW(Dk8W_+^`ROD3>XG^?H^FzIy%MY<#uO!cC9ZLE9dVNR8m8zmyQmP3O|X
zzYG-8OL_-Jsq+#GG17B;O^o!+UgM&3?Gv>D7@mD$jEIP9aujay2wX&5>qeo~GHCS1
z1(mB4ag_?ddZ)=UdjnsFf~_*$OhEVSjdb9>nG+oNfPKb+cS=dWEBQ2QEgkqiX$Cjq
zIz$R;`R@^I!=mZ|3xWOjXbC|re2ySgy-9l4f4?WO*gtr*F0(q2q_j*3xd$iEx>TmY
zM=aWB-1l-$5sq#E|F+z>-e-J+MIXMwg1GM60;7RX*=OAMq<vYr@1LY_(CD<$=(J1-
zY1CT%CBabU_kG5DZ{26S_uq_>tx~5Qr7RXu%7VDw+X6$WQxQs0oYm(oOF_Lx>7`Vi
z{UkxC`-T@!*>8H;6qyoI$_cf$lWEYb^?qBk4vdklX2b`s+~NbxEC^z)76eLF+i#Z?
z#acUhhwh+vas#E*NGTqa8sR84LZ(D0HCd)XsR<EEO}VX7#0N@Qe4vyCL2)76YJs8I
zldfjyWZu|kI+^FFCQv8i8KG-!3Dnf3QxmGGucXLmiH8VcTA~|k{YhfE9nG2jrlUEe
zXKtn4rl31e<vJiL1W0-bB1j_AT0&x>ccCinMp~mAXVC+ucZok>wDBG=UFL{=8a<2U
zWze%oe-#n{JqvL{&$5*p4|<j^EDd^=E(fycSwK#P+dz)uj|i<!=J48r1{I3ZheNMd
zm|m|adZEy2<zE7O?a=C}{=v4oz~lL1_18;MZ>UG5i4a<SMnb5YagLHaN~Q@PB^f4g
za%xZR-~l~-d1}0_c`=ZxCW=H8RkhH$lqMWlNzdnbJ-Y9KKz=WsmqB+n>wsBdoTmHl
z2^7`7dk5#yLwx@HddP)Fg~C58s11?<a;~v+?!OXfraK)Hq`$NgHZ5&bSf9K~OQ#p2
zX#H%XPE1Shr*eNOsv9_ZzchC;C&(0BXiO=%H2LrJ^nfaBCG(xnl+1TNdmJTW52SZj
zjU^Vy*LTQwkSQQfDRkv?Q`Ox{Vak*uDGxrF-b)RaSfKo%LwTf30cA=7<#ARDQ>GM2
z`DE|(d(~`-1<ErW%Ad#-P^J{R<GHcgY^5+|N|BVSA59;mzL8j<e8i#rlS~0+N&)2?
zRti(56sGK*c0gl3nnfMdh^bGe8W0szm)K@VlX*bI)H#nC&6Gb#U;Hx^Q|E6xrapm@
z<rwEd284PujB%>x2u@IynN$djXIReW2tJ#$4uSRm^yEanp+{-~Jt1c>R@IfLh_R1e
zRk5+Bmfn1t25nhK*_$6klsz62V@LumlJfoMKRPb<-5&am-<ucE&FVeaM%Qc?9IYqB
z1Pgd8A2gx&ATyLYRFo1>=sjU&?`MNmyh%L-oE?~ZTU6-zkPLwlzIM7&`TA4Ln<0F{
z$+4gNW(cU#n;{)X(LHvOg?Y<kSX_ErT_`3vURh$fw@^QG5Vug%fYtM7{RYV+!rD0Z
zP+QrskWl*hU~4sAii&N6ZcgVOYAYwMP(Js3u)4?l-mN$~S5aH}z>%(^Zmkwcj+hAI
z7U~re%o9QHqJw(ZOTm(M287~V5uID8Emp9}LoWv>dH38(LgyZ8nQi5yu|c|r`ny|Y
zarVZ`EatARz6rta)nzF?;)}mah#OzLd{8eN*tJBG%n(_L@N{9!A<<O&7Y#a37iL*^
zKrHm$Om>v@#BWk-sZx?O-d*gwazH74X_hzlojC>%Y?xg&4Y68QEZ8pAVx`AixFcBy
z9=*SXsv{Z9?Ax`Ym()HmK3KxG6PIO4w=A6-yQPKc&4>Ig2I`NC2j8{pJuc09r9|)n
zl_7ayGJ21M(4$kG^~AU97uP2{b#J5}%AJwu?S2STH}B*F`kka;ZSUiUbiYc$()z?_
zP2y6XqTIG~8_M*gW9TUvxDQP&?NvWs|1&y0pB^@v2K3KKtk9EF{k>xk>5P)WJJqW)
z8UAhQrpKDlMfh1Cf_(Fkxwq_b&gQr_O>a(Rc%P#zd~ewZNf7sJNjWjn8hXgwv-K&X
zV!*b7zc651aVT=YR*@XzWd9(&sp-HNy|hg5ExQO1>wm3m@Ikd#a^@n4-6bG7b;ffI
zI<UhXLnnfp70?qaG<-;%5g2A@bc)^pSl70b_rxJ{?biRIFn)J2(BD~Hc+7R2bm0B2
z58O%qDOsO7U%80Yj1YO<YD&K-x&}mE%N-^oVB%i&FxQ0k$;X+uEb{GA7~H#6hckt`
zGECQ-S594}M@^qxfYnS;H7x|5uD6#EjOg1C#K=w4_2X)QM8I^Z-(fQc>?c!bx->vN
zDIu67J$Bek(4XcMG2^Ssze809@l~RV$&p1BlOqd)E4M5N=0*1$HZ#7ShxLJCo#v_~
zQW8kLz>#`^Ou^#U772mWn+}`#>bS#ZCcc$1vX!2wLwbukq_-fL+C8|WTXSWBp~5^@
z1x)R_9X6ApHbk1^hpi}`<A-^Vh(bn*<syhFF-+_JUe;}ZN|so-(xJG7Y_1z@t1Jj)
zD0;;3%ylHp6QRY{GB0?x4D)oa;p!=|Fz+J+y4P@3Wh+``o_@s4`%)dYEnT*l_gU2y
z6E#`qLrP=bN1QP48^=uGM#ix;a3kZ6WZ_0|aHe<T;G!%%NarTOacZ{I22OmYfUFEO
z4Q6=MIsq~+W7QGkGCn<GuH8Bmg|Xkoz_nYyMq&KqVo-oFpmKgCikye$9vVAV2zK@o
z6L=jd8O-ttsmxyI!MlTXLh(Y0WCqvoA3>*6#C1DWm=oMiZQZw0u#7%myzgDfpRk0|
z^-Pl@V<?@kO_1*IlX7AhwYW|2Db-4XF^p>TmFaq|4A=m2DIZ<bMPtfQdTG00qN*>m
zVjq5g2|-otOAxC5r1G-%!Ee>G5&=#BsjrN~dP=6?X0AyR!cCv9A|t~(&ltbSsiN7}
z=HFHYCdz2`7G*Sh3xa0fB1f0H$^vtf^E_@CPRyMU=Y8ZW6Iq=2eAB6Fr<4tPY<2Y5
zDpTOXzLgN@aSUW}ba~EK#*3X~q-@n822jUh0Cg<LB!4hNSrBMK#|7DRAx&^)SCON{
zGt?tNiMXStFydqidXFj+0zZ7`QR9b08dPJ9Y&9V2(7>V&4J-%>1b22>VEDiSM@?4}
zDvX-1HGNF=m$E^RK8_xJWC{x7aS4GQk3{J4<ZbmJ>d?cY4m~W$!_7N&Q5FO$^m0|;
zuEaCUlniz+_N6lB?xgouraM_9rA2#MNf6VX(4Aa(D7A;$C$Z3-?3NJNbNKr73d#aQ
zm>ow=BypvlSufa%`Jzj?A@hUp)i7V&5ES#Zs5<CPs2Wgj(n>|Q!#rP`jwC1j@7AVO
zm=k&t%ZH#Bk?t#`D|!*)fL>${Hx=|E%~%TbBF(<eq89-<8CU?h2?uygTluY><;xZA
z!~{U9bC^`;C{iMDSU~&E1PkawpQl&V!+!}3(wCk{jn$j_2a8w{#g!CM?BG#@q?Hgz
zd`Lp5vv2~5gUB@DKw^J^gFxas!)3<kVBT;@v4Dwulx*2NR_A}4hLCO`<av?b#2PJ%
zTz$rTZDNh;ZHbGx(v+`F7di23^ETQoBaTa>vMzM9;-(sUcPB>A7~Ze8+7X5Oxr<A^
zXc6s3A5TW%9*@99`0=+Wv}<3R@MG?8MBPM0j8fe2V}g~;VKGWZSS+M6;*ZrO8Z1-!
z8$-XbOaXmLL6oqAmBOScB}97J?}1_JUWoy!eL=Nej7$JgN&wN3RtgiPln_za4zWiq
z(Lni4N8Z^o1*9nj5yDTb6edk67HI?@zmRAky~82>jZ6V)N&)GgtQ00qDIwAr7G+T>
zP4MwWD%q&uqr^7jqkFy<!AH(xhDJq?(HH*=1t0m_o}Z6lWI1B$%YaZvh_~w!nMw$P
zx9ch#GjG@3DO1Q8$@#+j%XO{ii?;TbJ9dj1d97n+Mh*!vQhD)f^P(LBjHO2h-=Jq;
zJbi=CvvzkgCn@F~lC_90b`)@SanbR`RDogQi~o!aR;W0PLr!?xF3Ttp=!PPUl8GH*
zd?f6i3MflNH`e$d*<@yi#-Ui_kg#S>tkKHm#u`UTu@P%@b2_m`E2oGxj=L2{C)Q}?
zb7PIuBu6*aI7fmpNS=1g#2T#(h&8$*I<ZEJl^bi^a4QL&SfkA5#2WYCDvJ|qlvzxy
zaoDTDv+8>(Jz|YNONbk5{Qj7UHOdT;6$-J&zhr&{1RGZ$SX{SA$wjZNz39tTu>^-d
zZe6p$AQXShj+==;7CbImBiId}c@N@`x$exY@$XoDJ}%fP)?#Jij}6BMTd1;<0pgEj
z3dA2}4)#0klHKxk;*XZqu@An5B!}TsQ-Yx1HQOxSpAa0TdP^(}Tf5U!Ko13yVq^l|
z?iwy37_~lh+{A7k;S@3Iwww!MH$)V#1-%+YgHrHX(7RD7`nVa}zjWNpPTv1FTrei?
zE@@#*Y(X#<ePiAIWt9cSSTv2aKS<B}1dr>uvK>-%;i<uw)B#BkM%r`S%u)8p6pZc9
zN(ij<LxdhbF-Er5BI>Z#-%+$E1=cEfLR3a@Q73F`#WBY1xWHPL4zQL5sWqu%f?oMf
z@XlBX&Z*<RDUz)7z8kEq>PTVGkV`kulV3@6jV*B&1m@o5nj72FBi>8wAt}S~X(x=~
z(_{(^|B!^hB$*K=8O9jdnuMss@GnKtq7)eZt*DeYBe=Z%Z@9qlmJTqy1wl2%qlp&y
z;dX5+>J)x7agCIPI|OAR!sHeNCJ&wn*KoYJ_MM~x8y|CQd`za0jhz?Qu1PQqeL2De
zHy9&ZLlX-aT74T?k12%>t^avFhz$r}P~uy=a+l(4w_^YsTROnT7Q}sS%>u(vM_ogq
zZVs6nd`_iFfnlw{x28r0WD1?0X`rXi3pQ1QB^b)w=PI*#U;7$~x7CF>z*u9VNKp!m
zHFBab)&!S6?qHwtZy3N>mI^SI1v&6Q`vhHbVX%U-z%W*qZ^N|;#!`!d6V*;BFpRa;
zG1gX@g68|JguqV6BJ?<UTRn(640R)l7Nwy1=J_tNzUBPRu3GsRBipJ)v|ueu2UyF7
z)S;KfN{?$+Us+&S>$3=Jty@m(RL!JpuvVk*Ox0>6Q(&#G5&~-lBJ@bVtsX=j)*2E;
zi&9{%XQNV{j^Hx#-*ADoEFEAi3j$}iu2Q$g$^ye$^}n<0)~3qcW~fi3Y_Qf6$68Bd
z3PvtFBm~yl8llIo+v-8oVXc!<v?vAEx*U~qA%e@*f5QdVvUGs8EC{Ssb3N_3u)wg^
z!U${C-w>RmDxDPd9@Z*<($uZ;G6mLZDj~2|qmy<UY0engwh^KZYo$lgq7+!`zNnM|
z5nLYlH(X#XONWO`(19{Z9LD<XvtUbQ;lWsCPNHggg1Y4}icFt;t7M$lcU&(^?%2ve
zGG0lF^ERUK7{Bdk53>0%nQtqt@mpXlFuRZMZ6-;~<9l1AOuSkYzfnLiG9PkGCkEOk
zdDoo8nX)1nN8?NxLJN50F<D=ZPfgMr8g$F+EqY7`o=YvQe`(N7r5q({c8I~9B&3)N
z^VSK5=9t<4wo@HCA;A$dT<5{aZzKv%ja`-yOfN1Fgr*my1YY0soN^9~@#}lJPl@`6
z17jzr7mrs_69tt+BC;&;t`^P{l>eMGOOO{%noGE%5Pp%Oq2Mg>5s{Uq2#GzZd)xBf
zgj42_SON=zsB9ztLV&jssbn7#yMrdfd^u)x6~N_~zEip=Uyd1&TA}Pa3rL86wO(zL
z#NC*#Ue5EA9Yh{ee5LjUTdDgbIHLHRHy8&<6cpbG2|@8aNf1+fIP{0RF<*1aknYAT
ztR~1TC_`M18C{0sBq9q`*j2@O&G8j|U@^5ftT#MKO!zXjD5S?E9h9S`2bW`#w231>
zl@<b4b#<*r>nD0Ya0>JTriKFD!e1!REm;+4nM1+9q6)OW##61wq(~^pqXH5#VDgb*
zlK0>#b1+mkVtxE(u)Kc%NHA{>0_%r!()+YKx-~8(ba$SZJS@m+&sV{x)inu;DCVZ7
zeP5O+DCWH1ld7Q*B8oW|K}0cUcvGu;@A%#{)zY0)%c^9VC3Lp4OcqVGghY&Js?IZw
zMZb4;3lIalh#ds4q=6!~bU;&;rU=Qt_E@mIx9az%sa9noDA^!?p=5)^F{-IzMSt({
z;H;?PZJ=@M@dMwR^S_x=EH37R`vfFZ&vf&heG|R?zt5taYn)6is^2(5t270Ab&Cx<
z>K47a6-pUJq;BP?TbhC#Ah?;9zPMMnRP~|+M^u5kP0leA1y$f}2|*Q@N)S;6aH;V;
zrwT0PON|%FETJmkTxuNM+~-T|h<eb*NHyns{qQ(nD^FB4aMCAB5~v229$XC)q)oyl
zF#cfQa^AI0Jy^?BP!CS=7wW;OThxO=y2+W~ds)<j@!#}I&hgv#IrXA%`ju9HNWswF
zZwN@pjNhE4_I}yagDgAkl6uUMV4{BZ-fsEBbz#B1-C|P;{&4HM(9YQIs$i(;1+ynr
z0%Zy}>WFI4!DNb)D5wUNBm~u<0zvF*fKycTxWmz4A#Z~p!agC7zIcvyS~Qgu+*)z*
z3hj`Lt`&_Wc0{e{WQ45ugYga(h?VUf9E7rx2C9Xn7pjFcPq<o4J5JT2(+|cybYd!~
z77z0ms>Q>^GHdrR?tE}s7S$rql+JEHdm&gT=PN`+&)gL#tzMJjp>n(|AR*(XT%^h|
z=7%ht#A_FWDdFl+U`V$DDbp$ctz1JFW3(3p3*#C_4C&@mA4zaTo$#BSGbIY@#3~6v
zomfGTTi1ylQFUUEq;T6hu}fk{)QO-Ga+^~pRz%ea2VuFSfjVL7g*qW^6s{8&Pg9*Z
z=G2K}Oa*nqb2?NfJg2j$6EqkYq<_91)KPV!zMl47*Ji3X=MVL;s02j?BxKDoH>ncD
zoz9{X(1@U#I~b_^TTl)Lx*DUz3yP-9r~DRdq-slWM46|XoGB6oW!_doQ08|N#4hvd
zo^IOnHNBO%w0?S`>Me7)WsEECquYHCi5*eK-HlLbr%k)Rn+$HZdk3L~q=7QF^uVY<
z+9V`@!T-^yVDM?v><2Ru6!8T9LbIQ6%OWoKcUDE5GqdatI^LDuxOn))<6J2l%KIY$
z2}!c%A1d$Zw<z!OF&&-Pq(g(iCd}tQW2a<x<x7_M`&M3{r!nD7!4oxN>Ymg_YLkRU
zREXXt<9dmL3UNq6P$3QwL{tbKB2wF+3eicOlgOdEkk#PutVE2c27Qbu-#gXdKvXqw
z5cWzMs0Nnws0PvyA*r99O7pmzPBpm6L{JTq&xEQ$G998O@1Nw}lg{%uxn>=DLA?y;
z3AJus+7K_O%Q>IJnvgN|$S^OcZ^)fGKKz1uok&vR1@#mX$bLb+rNoY~Uw>mi%0zp&
zig<?|<QLS-cdL|{$xG??kSgPH4jx#m=9EEEtDnw$>h4s_p=Ikr@2ThbPbZI2BISC&
z?ySV-n_X+D-cl^KhftzBlt{>t+4GD(mOu6G*uerhr`}wfR^F$-(yf&mF5sH>Z8g#}
z7JKp)dxXGFwXaWSpNx`&&*)1rsb!R;g(XlC7Z_kri9hU7;*fs$kFIQwBD^Y_n-<Yv
zk6Qo69uBQ+?9uPFZcEu7YhqJtsHsww2zyL2g}QR#>)qOW)Q1u?qCf{41t<d)sBwr3
zG+q~I)FZA-rOe8#Me&dpwf~J44#6lb^u+cJ`snG!gT-{l)?f*}zj%=D-g|;huMLk&
zO|rYV&|#GV`n$N)UTUwDpZ%WNB_YcSr*86YJ%ioCd7NmK-W!)%Nw;{uaW3x<XH2AO
zQ)<(=l(Ur4_HW0Tl-y;qUDC#3mH7#&Bh@bwjMFJ=CU?8vd;N@FTO_r*x+#-MM(2&L
zt7mSp8OC$g+;8^-=W{m0<kVfJbQ|RTh4S$El%FI?oKKOWq1hilW6r0PJxf&JY0B{z
zI-GK6vlvt0d<qpp9vxpi^@D7zo}g=7?9)~?VR9iS1k*Q=kgN_1)j1ng5*2jKq}06L
z;Ms6V<k6dUHOZfnM#Svm=*Z+{anzOkZh3a7r^Is44h=YK&JGQd$!_WNKYNSP8D>gH
z1vy`6s}c?m^`tCZINc;g6pj=Wh12n@DV&Lnio%)1UnrbOw=A5{;h|V=CI$2xtGdzg
zsDlrc(ZkE7Hr3P1q$b#<7CKc#s66NY?#br4b>M7jM>Stc$VC@BM?joIMzrZ_w7yg^
zHLpH-pvhxuv%oMX2G*Z7+aXt<HHVD8j>0(XVqjmJ#f3ZbRivwP$jB9vD!{d-e6v2T
zdy;v~?zWkx78MOgpELhq&e;8*=SNeIn)Yp4DR~uxWrg`rN{Ew31%D)za3$vZ^y%c$
zH%eJxK5tZBLNFdFLlC0^&KotC2w2N#{G(aRXe?8(W4x<`n02xr&7PHXP7!MudH8pz
zmSN8dQN`+lMHOo?76j*wEC^N>8vJM$t?K@0&KtchC4tmq9jV946s+z|mk>z({*Pt_
z=7As0UYMDTk*)MZeRF<aVvHmO;VpJp8^LiS3k(fjbT!~T;@;XnnqhkxvJ3AIFG=Zq
z+~~AqfdV^45L008aiiZQ7WRi<mk=B`vLKM*io^4i%M*LUOaCNl6L=;Q#PD>F8`YIq
z*dR{!bB`NE7kRCpuuEL07fr2=;54<3V5!sw8aEV^!q_fu)me-}WpxjWLD%?ti66F$
zKft=e{XD=j!Tmh&Qx<&#LX<lir7p<A!K`eY`kWdgb%IBEPC(4F&Ke$NWZ`!U=og!&
zzM$R~7{;Sa`N`Q}jsNCxXNwNoasmm+K4Vk!R35v*Nk}9(3C~k{Vq)rJ!bfaiZtxM?
zelkAdc#G89$rBhXeZ&YU6^;l!I4L==UbSvealN-?Y6U%`Wom}nE3t555f3=i0U&Jo
zEI@(VcVq96baz`h*rog+A*d}U31T!v4eio8b%gp&Vxfgz`^or~Ycd5bH1-@R6Y^$g
zq501lzfzD>M9bX9c`d&}RN+@Fs%V-P1Whw{yVTms0;5@6{s~RdbJEn#O`Uticz$v&
z50jEX*VY6Py5{PTIzZhcvCtZONC>sY;`)aUG^Db?;GKTXxPjK^j2k#XMtZW%0QG_-
z0LG(j#v30BB<sJ%`$}r8GrTSFxp8{R>QnVoYiPPkvW$v0+mv(W1ji(Y|7gSCbHdmF
zuQymlkCrJbS;!1H$Wiv3X_;kN47AMM{Dqde``oQs=01Om0(!`*ZZW#&)?g7cFxcp)
z$|Hx``toC`{q;SMG##u?OC`}-PYOs*z4xc`4RxW>!HK%m;aPEd)N@U9>jIB89i#pf
zXr{^DJZGBhRjO$GNN@blByOk*@`iX%LA|V5YGd6ZSR~F%SU5UZH45ua8w<w=?~cN1
zZew9kVTsOF>I&J39mL}9sdYmRLL!+_#IbW2iwX}hnAyQYJp40zh#Gq6h^AGNudvRt
zC7+N+fQK0Tc=t!u(^6XOk4_miB%dz$ME4<Tj7;M_ao(qYHk)XzTsTSi#;+CY+QwJv
z37H?q31>(M>h%W%G1}ue;aZ6Rzp?UX<2P2y6dWhqFCpwVJbT#C&T+yoIaT<MhxxbV
zJBTuThea8_!-Bwf;5eZL=JxCP)G)*$yk$R&<AiyCA#R}x1wC^9V)V!<Q{exSB?SJj
z#4l!qa^`0<LMg=<+3G^np^HTwx>yjLCA1)LL;NZkZ`36faE>rdN(AWxj`RVUf>GgM
z34!$Yxzb}#-fe{^;t<{<4&f~b3IfLnEig3b;%a~`b2vsgLy879-v32E9Me82Mkb&P
zK9vw?vCP#1JOBQBTQ!I{)OcUgiaXT4lEn^(2rZOlv2;_CD?g79J&R4n!kYdER8M(~
z`0mf9SNdJjM<cpH5Yvd<GlT_x6*UmOQho`6F>!{_0>hYjel@+)4N}Nqj9#g(Bml;>
z31S%I5Mf7&fH5M~U>qWhZhdWkHC@o%4zt?7hM8etXgLpbKhlGR+48`Um|$RdhMPFL
zpXXQ*bU)Ainoai;uTxHR%dNXSmil&7r?X4FCAC3+Gg&}ne>44Dw_>{Ak)C7JB7tGL
znvZ`qUCr!YO;@uu3S+a2fo|qR6vo%EQQ3S`z0SiIy3DMimAym~J<j#043`B-emmY0
zoJ;H@GK<sORMyqkHdmo8M`D^TXZ){`T~6Y8vM#!ua_70r>5=>qOCWoj2~s5Y$a+=I
z8Fq_R+LqKfvR+4m(a}^rZ#o()LqtbIR!>%yWLESssS<)(>L-ZN8GXz{5&>>u@Ok5#
z2g?-nG0#f~{KBa7W^DQ*rwE^1j(=PI3sHqXu&BbVSrE5>vA}4F_np_9A8+5vb6#{U
zYotgJ|G$p-|CK3lYx^Vw;(u}8bS?V4=~@mjMz(4Yb*N!chZ+_HU5f>Q2A_mAK+lr<
zf~){^6RFpG!Pwp_Q_!;{N(h9%<AN=GGGk;bJW+@67WFa(yH<*k#ND37!h-_;gcWc*
zmQ<M;Mc{L^@W~Vu!F>_}Ee1qr@c?6Fs|8Vq78Z3BfdxU=VnLumrwgG<gwR9AdE?#v
zRIcpZJD)e*$^t1U+RZ$In0DiKE1M)1x|MYj;&v+*7;>z>U>MIMZ5+nvR(_NO!1#2S
zF}jt%Bm%k>s=eq|q8r_B7fiQu-C=gxWrl9W@)zh<q^k<)i&+gZLARp0iJ)6axkz8=
zR#GnBs$2Qt?bHwL&IAF?lnL~b`Pd^g&-o|*-8}mIJE<L1dnOn1hUj2g3rJ3VU`FcK
zy5>6#=*eyYH{D9Fi>6!Yj{hd;VCCkL>qb(tmtXKfYK@SCmq^CJH@^r6U&M_}zR2w0
z;KynIbE#$Yw|Tl(N$$o_>Ev5Vsme@g_o<p9A*ZIaYpdRu5V-a!7maJTaN*huwyfaH
zA^whkH@_}av$;}}WPbSfwGx8rvWg%^Th!ATzqJ^s_Dd`@(Jw9<NArbDK@&YKA!wqf
zE*d9)mQzI29LK*cCr?z-G%c!Vniho4#xzwH1WjV+Mbji!5fyF{D=wP0Sn?9_3Dpef
zm`D(zqyJlfH&sVsp)ICJ2-;%Jd8y@;1!l&cYI^2G3dK$AUO2xu@lu#M+G8(C1kAgK
znWH@plL%;!zh5-%G0HxkA%@Y6eep4ZWp|e)TBTLWXqB>Vg)~R2BvxpZzjINbRnB5@
z&?;wL%A!?*oIDT?a%1SEHjN!~ymZ{Ta+W?EdP~CemPFAD-5jxGaq1V=1reHC`O1w;
zQVV(14rw3U60u)GD85iZ7s`=Y&2xzl(6`hx#+Jw*`?)}&ccFHs?&qr^2B<RvZZ3bY
zFu78kzT{l~@TbH@7~>`zy%yccmyqbadg(S7K*V1bwT`oU3to2OB$qe>QdGMaKva#w
zz0<{wxB%krDBR`|xVQkKcNALp%jSZH!7>H65>SeJ0mPG5GG9$V$+(&zq%tmmm?+Vp
z-Z+Q;G?@bWl!Ch&7FsDxno>ffaRJ0ui2<sc9jXUqO0Y%8pvNJ4N+w)pqLd{>)V%=W
z4~YiKHyp}&uZV(zyp)1l8j4yeOqx<G(zpO3MWTUp)hou-O=Sv5Qwm6TvQn5drG!W$
zrj<p-G#5bpNcA%60tkt1I--r2xFd32bmKgx4|<vz^Uu%)5d3W~vYuvS*)?ruK-huu
zi*C4mcBIq+tE#wt_7wt0-ah-9M5WHzS^s{S?3CKRQS|$6Q?8hsXCW=R2xt&-^K84l
zsb6|WUNQI0&S4f(>SrWRaUaAY0cY<OeILXMfx!cWlHP7-^qADnp)>WjxflWrLKj0w
zZsuZ$7BidTzT8LkKYLS4C`(NDPKdo^8gVDYp0IY#oe)+w_fCkDQgm#za&tO&LRdM)
zoe&pp#nHJF!pi5~3Gtt+qH?%*LgbZT3|0Pf)!YeTW!QYKbNi&QZqAhu7AN;gh|*VY
zVG`#`2${{f5~B94vN%^l$Sh`~Q=bh3WA(GI2K(#wM`?kowNwL_Lv)r9Qmlopnc&Uu
zZGF{T4k0r{)-GHQ(O2e2<(g<!uG`!V0s5i4A+lp;?uHm1#ch?v?Kam#gt#?0mYN=G
zapUVDO6fQ9G-;romppJi1R0~l@zj#G^|+{$!$s}f4j~JGc4Cbz)9bCohIw?u6RGdn
zEd!f=ihrAWzgi;MVW7W2KyvC+H6CxMmv*RMm9MDn<(+dC19I<=mo%MysOA0qs_uU>
zwPwn8%4GY!^-M;3ka>cx#^#a>CuyPc3kinbE9L8cpZCaB{l8PG)znd$?E1PxR28%I
zb>Ck#dwo9Vd?8<_m-@R8^nO8kcst2XNfO&hq-Yp|t-orvljOKYR4|gu$zK@B<-8U-
zl6!`nCf`MSqHMz$-Th4J6x-Nll65w9h)QN6A=eLM7Z(s()XjLdp)TDn_=4W|W9lpF
zE|F-aRyD7gK~J@7CcM@;3ZuP?fsW5&z$3D%*L44%Q;&q^Tr%BsbqUu@Pz`+quAqH{
zxnRyU;+ppSn%XY8Dnn%97L|fvBgpd-f(6~tG3D!qwM*13`Zvg}Mp;<Ah^r+8L;NWO
zF@j@X$a0B*>C<Ae#^5%IYOzc~oMxMZVEVM>nwdWB;1n@^8o|Gv`eNSsBC41^SyVB7
zvLM(OVnHx{T0myzb&Gk|%)XGnr6iF04@c@hWC|vIg|Cw=p=tuD3tl(TrDNAjXe@y-
zvX!2wLwbukq_-fLh+$)h1%?VYT@?_WnSIU72&WKfo)J!>blw=!U5bkmOCyLWG0b{#
z5AA~z3p2t8Bm^5nEC^&6blvbwyB_9=iQt<uFL+K2^K>_c%#&D{4Uz%fjUgkV%KW42
zCPXvSVLQ=fi^-r>T`_x;6+fgjCWFKYlfh%m1TN$lO9K~j?0Ob11Y1HD_GlTW)jz54
zX5m79{wMWybxo=S7jj8JoP8m5o%N&aLSpr(>P@Dqm>Z%#VMv|l2K<O8hxVMK6Kpjv
zcj&0fMPZe)u?juepqXkMg;if-1y$E51iwM>=D1<*sI>&<dg8qi-hfg-*LXai(j%)k
zDWEUaZW7+KCi56K^~?20H}y1ghMO95gL|b?`u(_OcO`onEPd5^VK8&d;={aMN2yn(
z;23&MDBCZePS4l%el<y^Vf^*#4HGJ|av@aY?pq0!K!UzhD<ijhSrS3KXsLwE+!E-N
zhX8C4UF%}%U_GNl!za{ki37*6{f2RO+hq!t1Wrl_9LI?p#@&6-DZ*il;ol*5x9mVL
z!E?j-3yUcHg$04Xz>2d4MqB-ytj;cP^9`{iaK}wz6!K*dKjEekKS8Fz?^Tx&h+pNV
z@q5>A7{8ao7`IXbyZMMZ{GLS}dRP!F30M%Q5O*`I0@efuN{JwSh9iB3OhI4sw1hzV
zCnBVO=C;xkbx3bfhx8T%rGVvT3k((dxGK1-0!yWA&|{&a$3mHcQutg#pvUG2J+|Fe
z526k|Eb7q1f?!p^f<T3jT@}#rY`9@MfkjkDx#O8n6^%Qde7}jh#hpOj+yn`=pNhKl
znYcn4x7L=FnCN^;NC@nS6=w^~!gz}5WjVV#N7!@!78U@#P#Z}E0<^LOn9-?8y6Pp7
z&<Rm(#u9<m2)Xvsc`PuyG`K{Zr>kJx%4Ljx$Z{p<hon<8Hn@Q(qL-MVAG*#h9{tdG
z76|>&_}{YVhd@pSDM0S@B_0u*n{3}@0wDEXnACewq$nPFYL2gz_xBAtP`>Mb<8cbd
z@dP0G>ju4fuCJx{*9|NCf7GtIhd%VFex2wktMq>P8sV85+$G5YghAsxwWsu%QYjNp
zCg4gyp865E4#0Rd1XuSBr>WzeT@(6!#G=jQKV5lmKcWod`3qCR75v51wZ}7u7W>bC
zo+HYf;Z-2NlF5j#WHQn#k7s_K*C2q{u?>{*_YHKYzf`FztQ$o#>ggRLYSq=3{_sDp
zYgX=BU=)zTs?zzIJR2#O;y*Js)1TS=XZL6HXFvbxy@mc{@Sk7!&n5oz%;)rHH2+z%
zjs9%pKRtKSpT7L(*WL8zGXHtw3;OdW|Jk#b{@^LdQJDwm6Hh4Ns1QtvLo%=)4w}GV
z-N^u%c#&i)f8oiB_m9vQZiv5!Zz{!IsC?Ea6J^1tY%*bfKB<xki?88(ILsv{d@;e%
zQ={l_e?HEP)AX153&*L){6JqgI~&KRwQzuPI)CA49ZD!ATteMLC6qadzqaxp97U<a
zd(Lq(VkUoKJNr|-`x1LrkI`PTQJL7CHl7#yv1y<=2jsE3w2^~v2=8@cf{0B`<Szsg
zR`C}m`Ez)Vh?#H#kKZs$`h~|0JP>(2^I@mXte`r>wbHJvDT6XsItdZgHFLECm-RKL
zUOJ#(N-R`|)}*k$JfL4a{l?qfOXr|=qifvXZ>ZilI4wp$S&fD&r-+K_RFD0p5j81&
zA!q*BZv{A~-c+P$Ii0cCS6eTg(=~bJ?&@80dXz*l?_M`g>AJxNW4_w5X4jJ{{&&F#
zs|AS?LPJUCPU-mHIoxWN3sgaYv$AyU|8w@;@lhA)|L%sCWCH1wBqSk(4oRp9ffPCk
zCCQc~kdTC;5<ox@6;QxN5fl^{YzU&Bf(qy<SWw_j&n{R{v4LL;h$nEKXG8cs^PbP{
zKC`<Cyng?{=9y=nHqSgW^Gx|Tl58TAf%HxRM?y5n_+8Q`=@R89eH?F!5gZ>g)*)2<
z`|y6k$xDy~rjofYjEtAFU(8MulZ|4P38rFXg7bb?hg{<2>9R>f#3GIc`qx_YSMn0j
zrxMW5xUpZFkVdhhPsJYk$d4~|R+orf91ZlJu;{<cOF*AWD2W{}56!Gf7jGNIiar$^
z^yf^QSR}sXXrO=GqW?250evdLe#HLEC#DG7AFM@@-=|`O{<sh7YeYMa2Kw=TX#02J
zC7@3wNW%9wN=S5Dygb~VhEDA8c+4Nat$c_W&rw0X*dkxeOF*7V$ox5ChEbx(7n|f^
z{mMtmhlyJ_D#$Oj$lt|FK%Poq{o1^ubg_jOA4nW~rO5&QQ_y5Wfq0%Hg2S^Ghkx-B
zaG(-!IPq9{y7<T_R$4r3@_-iKJWfXXiKBwY4;GJeyaYU`g!Y8uWzQYuokiH6er;@{
zqp`dpkQfTq0nf_uRdP<v)Nb<3YtFE{3qFXJDW%TPruDtatK^$ewaG^3)(f#P>R7jq
z&XSon=TP}}kMS*v6t-T7Wh+tCpPu~@_1nx7W+-I7JQE6l!IOd;9>^Zd6`~YjwSDBD
z`ho1xyo6T6dMCs-T&6xtj;FrECwJah6J>Y&sh`7!JXrSh{#`$Z{mzdA=ri=Bt=tvw
zoFm_=bhNY&{!?#)OjFdkXahMrY=Yc0&T-t9IFrFuFbmuSna?oTNB8<#Uo#sL?4x_2
zO3CT{(_JpXSx7p*&`Itpb)<+DoUU4!h7h7GeY0s&kQ%LKxKhNu{x$3~|CDFS9Akr2
z0E;L5D}cq4nXW-WYW#a9v3S|PhGOxq(~%aW0%SVmUjZzl4p#IHQX{E#Ws3MZXpJ)m
zE83Yg^cKp3F)idFw}Y-&1g$o!O=Z6z)waAkxrHp5<LV}wontPktQ?`5gXVR|Xll5+
zN-m9iq)Hy^m(<dvf^@)*X9FBe7=DB;na!tM+w95buq7jp-cpm3)L!v~^EK1gh65{o
zG0(NZo)x@OXpl<SX1b}$@thdS6@ra!Uf?Pd#T<+@$Ix?9OmZYg@CtMUKz&Sa#+*q7
zqMFyhZUxo&_aw)aek^JnBgAZu>!E(3#?j8i#lzP=?L`npw8?56uh^Fd*WTLt3N%^M
z$&P32_XMvL9fT81Ry)P9RqWu>)818kd0|#{FYycqlTy|O){b*}1B=)4j||wrdX?9w
z=f+2O?AKUK06mHc>!vvpO_BV}78gVrychm0XNb({*94(OGflwoS@ua+I35z0{lz>U
z34?RzblT<|uaAc$<2Wu72GM`%tW#@M!qPQH_(i&gsNw<1UI8?y1P@5&2b2u@ODBc8
z{Uy(~8rLh~QkWncVTg`wgaJVoAYrCsyfDB>N&J3JCx-raPUp6kteiMSEa0NSNLT-*
zjdV3HL008<4uO$YFg0!&*)ws?MfD)+FxIvJT2umK{XL*$w;z}1E`<xMW#|BF84y@2
zcT-i8Fu<_Z?7vKFz4u%Ff90L?C<dJ30>Wh9|0NH%aU{yM4o9e+MtpLqY<aA8a+<j8
zJo7=A>@PoM><Xh%|03!zS(^Y_R05NA4Jhe!-s@kxlScPSxD+PJV)9OhBTT8FjOG0U
zb~<yd<7O`e!Q=Gu>TY5z=j{z1;(Kl+otwH)pO5+>pZ#Wq-|kzgdWjlNfWq(S_zl-t
z=kV(Tsl2<TDhE`eiHiR;1s`9X%juaPUzI6~9L@UTGYdgyE1Vr8PH&7LSb4RFgM8z2
zkf_CugJKis3%6K*UiYN+yo7wCDx3r072AF7wRQCPOK2~mJ@?+C>_AFX0G~J#z~ciS
zkJ8LBm&T*?{-Okf2Rf0V5E}QVrH+xp0K-P>&YPX+{4&QG5pjX_2^cE$f;LnrFQJ6=
z0J--5lun`p2P<>gl4aBkN1k0pPZf4LDuhP+5OLT&rKpWedA&`V80b&WPQ_%jUUKQJ
zjxM6uzt}d)WH<Iw*rCf#@h4?*suJ`4OKfvZCJQcw34)wqHMEZbLHnFs;g}>0FnaLx
zRgPA2=}N}{v5Cv$>&8YEP&)LTBPKYd5n}r#5W!Rb2HC?86&1?^GaW<ho{{OV+a2}d
zJx&a6@|NW$Z}Ae0Oy6(_JcM2}<sR~#LTJ=Oh&Y<;oIfc$m7qsOT-MaLs6(#}yG$1D
zbPo3VVJn4kF)nB`Lj|;%0fD9O45jxi4X|&`l*MIH^H38JMmDOd?r3}6H1nvt$joj|
z31%+4OrG8COb}(f1ZJMWA+W%eeioReFdDOftxRsc(UC1~_9sOJnM)kiV!eNXeVreV
zjhDb<*;0p}0x+_nlF!Hn7)HjDZZ8)FMm7*(WCMbjH=Z8R-s~v!I`iqll~cqQoD{75
zsb%F)c?qn1mP26WpZqNFv%+Z9%Aaa0huZvH)<!oTl$F~B6ttG9x3G|!s1Po~0!B9E
zhmj2kjC|Fp@+4t^eMZjXlEBCYB8+T6VB{lyMqV4`E|S%$<wEXiHX%+-;Y4BX8k=_N
z8eRf(U&kSc9oLwqSf~&hGliXqAJ3^AAl3$us*$C)Ix;r?FT0o68c?{|<g@Kk_|y$`
zwiAXDu(<)j$1ke4Inw<Qy&0ERxhSx?Q6DxpAc!7SN?hxcs1&KOt@-mgy{-8*{rwW%
zq@$&fdVStlw9fs~F-^{X)N!i`Mv6ZBZ;k|eOS@dVwK`cu+L^bib0M*UL9oE1HMN|1
z!_WkKbGwXs%#kIq9K*ZwlnopAn4?1oLF87OGj>pYORDX8s8IbjlXkx4c~8C03}wvp
znTp?cPFyd#axf0i`f6H_)pz13c&TtOhhT*|kRY@|ZBG{3U6d%l+V1EaGS=Qy+Ac(O
zmYF+fDO|?u;K9Ooc2E>E7M!J57sZBiJS9-HPax|J{9>89$zk0;8EBUW4mt7?1CR#z
z=;&?Q+6@DvgrSStM~&rn@ixMNn}(*@Ywhyzb?$EQwTcopQ*TqhurGU?UDkDW4i;*f
z?peo6xWXGx1$BkHc9JVRV3#|0I+DeMKG}Z5W=rgS4C0mIsu%JS>>C?!g?8cBT5nhS
zT;c(u;&BP}yCIjb-tXVUm}-|8v)fTC_HwYFOIQ!!Kg&_z5^r+|T;dIaFqgRV$?6Uv
zpL<;5vnQ)ti{rcwT;k+2j(F20R1QLX$r1g0!g^T$DD#Oo0(`<kdd)|N`Glbie1aRs
z+Ztc3BA+;I`NU~O2|f`Q;_->NkRU!$cVyf&dF(mI@*v@1#~w$by+??AV-Mwtdnr1e
zq&mVwHwN)aaqJ-ZM0!Y&@UZVgM?3k&UPq`WM#RbUdmSQUD3NK%5v-2@bY`5iBV75s
zW0)Al!G4Zly^cSeqrefWI0TMRNf3WWm>FWl1~|f8UZ*ifxQZhxiDG>H-g<h!K13eg
z<1DmShWG~t3&HK9!JNQQ1Wv$>;x&KPt9czl>X#4?6&aQ&Qt*OD)GtJaM;i8mmxFu3
zD~`k_FHwD&b>yzrF<o>xdD$nW6(U|>5U)H{Q)egGpKaJ3_8ac7pWNXCBGZsNSl<HJ
z!#G*)aDd$56At!s2kW`~k2nh4;YSXEJDenlzdM{W+`-m_b%n;<;XEhq=ML60{C`;P
za5BIhEQIfTG?+UWir~BrH;QF``Sz=hj`mh`*H$@0D<w6Yp`ZE%XXr=w0|SN$9THv(
z?hOATXBb2E<@is0&M=M}M8$^0A_nm|gS8nkTrSJE#n290<YTm-V$2{YL?p;BUw5=%
zA>wuNi77;_A)l~53^0;0w0z<X#~g7b2mASi^=$q$jsl-p%pvfJ>j|QLBI;wuWc%tS
zvf#yud14($gd<#dabj$c0pbphNR#r8!hmd@H@=75^2WqC@fb(MQLhJSGwwS_FPZt?
zq?rFd${UY5;>61h5H7p~nlTb-hd_~Q->6CzA2vX_r`+-iofj}BP#7%@I%?B_1xf3x
z1gpqrRgk=%?x2{nCktVLk16XFMpLR@k;vU5zz?(3S6|4!s(Zves3@X)G;iwZ9?fOe
zbM$h%F^NL&IQo9j-tou>)H~W!bvf&(uXm&<dVJ(eOk@y0sfy7%?5&#yA3@W6J>$0z
zsb};fN)7c4>)Qxz88h88CV%9(S`6f1zn)=zL0|w!LC+Y+A?O*!1Ytd6Qd8YCrf|f@
zdPXfrM9(lFzMip=Bcf-_ZQ5whFz5uQjGnQ!0m8w0hCfZKXBc3JjGpmm1C$%=83rA{
zo?(5Pp{l9w8O2TgdxnKD%Ey%T45KNjXA~#+(2&Wer4g+Zuv=V=&mmDp^z5^a?s0P!
zBKpOr>KBHMPlNOeT3q}PFo(20eQ=gB(}%ZyVi3=0HSritH%|t0d|Fx36V%6i<3g-F
zeaw-}cDSu?KAd7?Wz<z8GUdeMjye(6jP*c2U$?%T(43>d*V}Uld_936%-4H0)4tw^
zBR1yinH&)wX+V6wUc?dM>xIo4^>u?zaLVxY+6D**^L2lkmaiLNpRX@yfO3PrZqV`b
zb?ciHJ(|JS=`-{D4>|JL651+n<KxL(-DpWnjks5MoNfC_M@L&BeQlUryin1Bi$AV@
z!Nnh!S+DtreypDlb(;|;7q+D1KBwPz2zlqDj`6bRDOwg9Sr<yL43Jy8&&U%8d_wAp
za^lMj;urnPb@YF}S&-<z`A3#skstqP_`mf%j29Vc9qWhuo3<W~a<HHOTi=QJn4`e|
zf8r4M|0#m7nQ=;wij<J^&6>(}BS#MsA<bDIQ@vng&x&AEq02a)l7)@_)~6@VS?zwx
zzum3!6F$jwyO)fviw^ezf0Jl-ZVXSezi^gj#8J)lj5tb(f_5LEexcn5G{=lMk&pSR
zvhP5a=Zg=yToFp+@h?7bU+`<<N%~_6nLj%YdcXKE)}IvnSi<P$d$wj(+-egOIg+2@
zYV@LPbaOQ*#My8DQ+*d8ebkL~#;8tz+JWu3TAz0C1$?WvDYWrvhk~Iqj(9)qFrN#e
z6lc=TX)dFFa>dDULub4uXC144U);p8{lvDuDM6JW_J@?6`@@kw>OC5YE<tRob|Yec
z`G?~X&lecvpGWoHx}U_d`JU4Ms~%|+k2fNy^|1$O3A*&W@4E{H^^0h)_Y%alXatC>
zKDBU#y!X6gg&9I{!}^K~)O|nTlBwmDc#lKqiweau^30_18%33nYk!;6&i*FNTo>1r
zsdL+ja+b~6yg5!(mMoSf&7BEhms^>+6V2roo3nGqDI#aiB9AKu{NUo-oFndDM}|2U
zi!&UIyVun}R8O=2LHt9UUBx+GOp;sgO#Ied?q22^s83clYayequj(6dLg88`E1Sq4
zPE}8_pCP;^6UT)A+egL<^d<38F<c~cvg6b|ITK3aJGb!k>n`dS`gNBUK~}nS=lXK_
z)2Qrb@_ZRZ^)=0$%YwH-8#$x7bA%{V<UBL^<6Fkmg>yiVcF1ngNISG|j;n_57OD}F
zWcSdju#8F~Xtu<7#e%oQK+e<G5|cRC*AiEf1ga(Kd9k-8Y?sTr6UI5$`BrPV6~5UT
zlUnH3nCK(LT7!#)))?PHx5fsAjwriP{X%POY@ju!$#WBCM62QT2D2fsUD4`S5}|c#
zXQXV~fj*hA(<g@>S;Y<x`SS3XBJa7}C30<g&Mfg7M^GoCZ3ndhaKilM7BuCpED>J@
zU>!BF4v(uSjp59o@IEs20%wrp&tWn=)|n=M99J7>ib&I*_V!2peI(xMtMp}?CZS|8
zc!>yAUJ@@O<D6ZR_9+3mPdvsY#*35%lV_|Fv8uYqUvY!J;^-LPVdYyzlz~8(=jDw*
z=_rW-zY`VHfKQ4YpIH967{;-&uU8PN_w@>R3GOmha0vGGTypLia<vp0J1B92DrK8`
zLjCPIRgGhPL>ZfH24!rv84%o^Hz3$78?1O`%giCRF#EtzY1{4WCC?;O-6Ym>v7o~0
zP&v1_GBKPNU}y4S4uJ++p~1!v+eFxBk>ZK2o{5htq(&7X`cPywCkI6g2u<2!WObA3
zQNjR2o0X<EsY@yf<(xB)rLtsTY%_aWs66mZ#YAzEGeGlwM-Z#|hPnF5eVfM47Uww@
z?lJzsArNEf%<Oz&fFZ`ON{k`)??Po%C(6wb-?@Ler-<}0=49a8fgqZ%?a8`@VjxGr
zYKE+rb+TfJ2yFKLVY2WAXQBL8h*N)8!QLUv%kFSTSE1>$nCEfl_jJUwqg)+TBW+E0
zb&j8<G(-fNr9?plniUpgJis^n=0sGtRuL#h-h0c;R5gV5k{7x-g?#1ZQE@?{(!aYn
zZxXk09n}yWaT9}BpKtM85}2#$wc3%pQar%W^a~yLgh^XUd9i&1nc^W=jd(TyV>iS2
z+U*eU1Yo@3!$3s)HUQ(e4+GK65LdO{`mhG0*@X;eR~^lGEq#~c2C8PvJXkaf4=3v*
zn$dfCh-P6~&b~?Om2f<oE#cB4nyt!mt`G^Tx+j|9$oZEUwV`tKgh#_=NpI(5k;W0!
z#=1QrTo%4ZC;E-5I8;yHlo=swBb^JqZP7yCv2VkP;Ew$e4p9!?BA+12M6xc`*=gf1
zgI*HV90zfwGF*qoN?w9H_E&QV0?TZfn&PxV<9t=hB1(+<+X#(B84<;xjEG`F`V<!n
z1A<=cR=ljx=m<w>-1z&T`^9!H6*M5T;v~|eyab`~6%K(0FF^wp8g0vER(of!!~+Va
zQ9X!0^f2f{4+C=c>9JP`0|Gs^nR?8<eZuqNe_Sr;@E=Qu|L_tFP~n1k6Lg@NPnt7}
z>ky%E8r6a5LkELCbTA<FSO7iY@Z8uj!T>{&)21TpI#u5yhH&AaNS@G*k;hBW7;X-M
zB8~t>DjHK{-JA4ygV1^y<e`TF!SK-P!FGwl07H*l#ntCnYLv2-DBXtG^TTxv9~7>K
zs{6Re=uw*p;^|TS^^N;o90?=U6C46jaO2(pLzKsrC_`+UWMn7ePFyiieax$a>xTx{
zwcq9p7e8_&HCSnX?kOWD<;07C&PX3qf!1qZO(q=`(+|B&F<cqp1j7}NZWyj8(qgz;
zPLGJH;cB_^RSZ|j5%degRdPg-;R^4)j2kvY$UDY3gPrdwA4^d&TM_YuO{^aKGRU5+
zan3xO7{@>uhHOQ0YcJ;*+er0a?#73sTgUKf5PU>L14BeFJv#6TdUVL38V!vO^OXn~
z9TrEZ(V?~c=jO7mNh1`Pj}BQ})Kv8_?=2icXWK@I)f|G6;FbtI5*WA`31)51_DzZB
z%B4Tt)k2;h=cG@by*0L(SjH(~IM~4<nD0DB5OQ8J$5uz}Jz_scK<9laLU-PmcnLc1
zha7^=dsvnZaL!6Rq6%2(S*-pxh5;gq&|?rqmo*@GoY#P$i#)H|)q0fTu?XEgABoW2
zvt>)-<?$G37)}ta;c+#Soc+ht=JN9i&M6{|qoR{0bI8_-&U|4&FmA71*QSMxu5xCI
zejHmhl!;B9JXSt%C?wJZD-G<4E%i=FcuTMJ=;l?NB&4q-h?bt_ql0AT_e1l<T#kiF
z>B$H>4Mraw4Yc&EmY9^<>n)CzK91<)hL50+b076|74&gpf<AsyH7EM`!%7hJ@rPTY
zkB76=qg=MgQ7D(%qQheNrB;xn+g5nwx7%OVBfs>+qPg2kbGN3+wlKe>+a>BzjdS$>
zWakSp;AS;8=$@u`IMkyWr+>2^)gXZ9QH|zH>eW5eI{lVLy}Eivztsa8_3GkB-8J>o
z@vcGrOzU}r7nCG>)IYOS4(Dcddvd+{^`Y8sdQtsaN)>%?Xs8M+fxH5UD}dyEL!(s}
zO%1OQoTHm8ctnGA!6O<sOsVyC<r-P<7}atKf3E;HF2mIAVBB3+=~3uYuQHC%2FX0=
zQr}!1p~4Z!jp`Rpz@@9h7&!Oztonr`FT>TwG0r=*R=ZEw+dZj%VUKIc^C~Zmls}Xo
z?Nxq`NBMfGe!Z#wL0&IgE#?QSe;!r;AkT1vni6BSouNEOMONP%5^s^ss0Gk6_3!9E
z&@}b$wIr%&969%iahU?#!I)B+XQtG2ldn`?-m``B0ZL0p%H3Zz8z~={?%XbZRc!{h
zINMUD+Fb<_4@CTzft$)@zbEMjA~r_5689v`aN2ExW6087byMY<nMBV3AD`>amWyUN
z?-E^GF*aFaTzMkPfNXQ>_aSUuWnC@BtAa)I6C%<XN>h2}dgp%m&TI-aBN$xnZa%R#
z*1%LTV0bIqKP}8pkbj%woGYq$g{*DPQdw9;Oppw6wvvbEIpgG<Z=J)$d_Tkz+Z+=W
zE49@DSSw5{BIpng2ViXpz-ld@T1z`jXXZP5i<biM_xkW{PHmT^w{=U638JkUpm#JG
zMI>Z#_~K;2QRLQruJ-nnRx+!3`8>J#T4#$Qg{a5ilj@iH({t}${Wdd`WJ_~o?w|l3
zpE*0vogw!>5}hx8;$Yjj^7gVetzVCj->50-mJCP}fAI3U>#FMLB{8&vx_uuLNf+B!
zhh9DH@~N|D)lI)@eSMQioiB!j7!gS{xoqixB)Rw#ddinp*|S5|ZwQggTw`NxKPmfU
z%Q=6yH&2R>^b`0L=Zt-eE{mMciX?^S(IaYmO_50F5b6y@_M}L8`(kHb6Zh=f6GzA=
zn++QQA>?BVoh^mIW9#awg<=>dw);?dQD`AS;GDAVap#qC#F~;iQNyuH?<AHJBlRp|
zA}_Hmb<Pm;IplD%yU0E_Qf9St&P-gOO4u}l8%-X+)fuCxVj5vkEq&V6Ss0Mxw^Kso
zon_9pCK%SahqG7KF>$DBnh7DtE3#J*V|7!*6{+)cJJ*%mEMDfMp!Exu)-Ui9(t3bA
zaaT#6_<)0<`k_dDEodcGR4KZT6h=cPsLP)iYqKn1aDW922rRICeMzP;z_7rtTnbpg
zz<~t}2rRJ2&jJ%SmRv6qqnPu-0&SvnySL#b%kHMsP!@+M<!!y>viW)qYxn5iM<F$&
zKU{zqzy%BjFn|Gp0e)KLOcn+>wcgcU7W_J(h0MR*Ss+|orsMBVC=NFO$`_34$`ZCX
zh%ND{IgdZQv)XxuSja2G8Vf9IEZ`-u#+@7jYpf2m#yW-6s5OWItYI*KH4F%>5plOO
zN}drV5whl<5fQ>bfMWB4D0anKQtUM@EEGFvDRz*TK(Ws_1d4qUsMr@5Rg4%wF@pgV
zGaw$tx(fpgbzU*mQEPmAS)`ta7gAhSdEq?j&)2yN&A^9=z}OA6tz*PPOazuhm!#PH
zN6XBO&W<8Gnz_Fk!xQ^52*TuG)!DEjY^je+WJK%Z5(sX%jWVj0>?NJ;?I&BwanhNT
zF_vhUgBK&B_s+8z8;QZ|4e2ZvWgLvYK7m6p7L-NnwWWbeW5LKIAD2kYWxP>&p!+Iu
z9fx2vxP~A!8Vrt<$Df>(C<~64_6%7OP3OH%miCgn2DlQ$8eXTcW5qS<Q>e}5u}4bU
ziGT<%R&ngo+uS2#d}3KIR@@dX>z;8Bu|?xh857$oznYUk>l%vGeO_G@!wu+BAn5^T
zNBe!z`nbh?iU`&`2h=aDc@7X`bpZLSnpeJ0Z=uwmYNcn5nVTu)8|W<OHq*TAC>KXL
zNyHHbp~*m4-e@%h&zJ8d(YJPHKjv&EuL^T57H1in-1<yiDQS#k`$=lT9<F$KW~+0c
z2#q0OJmWu23rp-xV@$MN0~ZezsR3w7J~SlN4XIR{o`_ZxvhDKAhn=a?6}~u5a1=cu
zJ4`su%jd^qE{4~$M=D0hjEs+wZ$9EIOgf?T;7O4WxMIqC_w?9ZVz<eiE1Y3=n!!`E
z)1)LO4>J>=S%h$MC2Wq0MRLtbT?M{4or<;GG&A{1Ea%vWS~th&!RcmRvbB$Ek+`2j
zFf!j0qbDVsRSAp1<JI5ROb(M0+s$&>D!Kz}5JjXiAc#~q^rNYY0mj(6G)B)ZZlESn
zyMMF#yM~6GI8UeTpLDhtA9C5C$019PL%f9a$dk2I?sz%pFl_*#@15WXQ0v<mJ>l3*
zB-DiC2Zhn7dWW=n1}~^*KnlB7$I6~L)ZYy-)O*KJZ<9!lC7vFag+d9jx?vJ{Nic=_
za0Don8EY!kPhm8ske!%eXfc>UBLi~$8A|yW5KJC&|L*K1$_+8Tr%9xNNNt^FLSTnB
z#8^!tshKetEsW8F(exNS7+oHtQ(CJyb$Ir2f@sf1N^7m7BwO6av8c-olZV#DG_!At
z)kK%adWj;_w3nlU=(8r#loz8~%Bts`S>hdzdf<(TBkbfY$DgM~Yk>3H-yrkT9;p2_
zi|w;Mwn#S_T^6C2_kNF7NH-A^q?>jtmqh5jERKF5^j;R%Na$@U-+0M+bCCGEcAs;;
zXsd{LybbX;jzN6!_ZGQxV#yMb$qJ>4r}Txcbvrx@?JjXF^o|NZ9To(2%K=&(-+6$X
zsWt$=DgeJkTo-^f-^4<+Hgr(F(K*f=ty{_m_BmU~mH(s%G!eHsvX0x4gl)#{&5AAJ
z_M>sK=2eQ@ofU+~?Px9;W*tAi>YOQ_;$S0ouM#_WnTpur9~`3mu*H6YC<SEg<IZE^
zOJ0uPa5PQ_hoig%QTt~O!CaHRTeO1`(!Zzz76cwufAgSiC!z=f22lh71LBL?1{m|p
zk9D)Cb%5=|jk}#0esQ~dJTdh+p3=nDS)SSLOcb4YL9i&7&k>;4AX%`}nP+biucLOM
zLTFUK&hc75gBSEOAil6|fDx`b5(x@dmTtWcImg*Mye{hox{}2LE+AC9TB~+7FMw*1
zAJL3y6$eA1<)%Wb8&hampUPNzT@&qPFn~S=1nu?NAR1*2F!Y&i==0WKTGn6nx-9sr
zBv~Bb@<E?{TAzKqz^Bhg91MNlH}(0rF@3O(-DfFeaDYMvB&)JER_;9F>>vzq-Q6|C
z$|Pzy`7jQ{iS4lVM|`Pze;lH}ZJ#WC&RHeewPvn};NO}cI%*sqUe#Z&y{05bbmv&!
z5yjR;rXH|%U+8)8vmevGA;@ORGeal#3+I(UdbpP~4OVp8fFocuQC>XUHAMvUN?WC7
zg$KcD@88RIIM~|v#Yqe*MpVI|!b6isF$^li3xi4v)gTyD)+%{0sH|-rWKaP)o*V?Z
z;jOUk8L~2x@_;+C)8pxfMehMGy$1s5{g)=QDyy7y%=vVXta8k8=N;lXZXaZoUp64#
ztnzcp2s*1Qo@OX}wtVdrHt_)i>4Y*zf)?-7O)VspM}Fg+E>7|a80o%MCLd!z-kN2T
zZEcwA0E=EFv#?YmS?0f?r{Gw7#I?cN!**QDicD`1F?6Q)BN9ModO3<7pq^~aGQA2>
zk4+<#H0n=JrdRzo7t5riIc)7z08bqDWqOObV!lkTtBsZEE$8Kw>78tAqYnaiIJGF6
ze$zSNenR13Tp>9m(z<I;IbX9Ew~=R;SLG$mQ{{XJ9mR?IlDG>Euu9_I#35L?FKnZe
zxCSngxcP4m$5LsAEcnqGFAN??;%?={&__2Dgu4Ix<gwl)?n@jCBkx{PLp|@amzN-k
zdzeF10JOi`Mz5DXP$g_=LW@}@((5JK5jf&c6oJoRgGfI2XG-81U_|m~+vv#mG<lm^
zFCiNn+Lkpl#BbVGi{F%&__DF>IT%4aL9YAUN=SZ3s;l);ib85k9XoNs$YgMVJ_ZE(
zAR}vlk);{JB|%2kz@e&X!hm4@VOP>xXIMOzKvwn&P7aosVp(DeFG0F)F^9ki*9RKm
zMupU<5r_edU@(9Y3<!*XtgHd{%gSysWKydu0~_WrATUR*X%4KgcDB)rq0Q7?Rl4s!
zau}8FGr9;O^ojFyD8&H#(tRh}>U7^JE*G}!zGo10sCy}T)Wj`Huz%fFr}^OiNb`Nv
zdc$E?2m6RN8-8)6W?a_JKW<S~D^^(FO#FrsXGy-MRMQ*I;64!?f>_bColf!@xJdH(
zxL7aE+KtL8$=97j5G}e8grdd0ZCH{ow;fON74SNKNxpyxAO>@6nrMuS_KDR}XV!9L
z)OXgT!``Kx&h!N!rE@xHSVJ2%l*e)_dYkC}h3(Sp<J##|-#A4DQ-k^H7p4aD+xbro
zMzzsH`De{tYlAq-&K9m~#2PLSmYORWgdXW=R$3$vWxB4F`&+nL$XSokDh;W=hZ&k)
zbZ$}lkFnoR4e3qwy%d18*Th1m@52DBLtZQ_9SxaOyWZDMFCB||xuUgXd4(m`(vc(U
zk@*(Frln&d24$rD{!kpTbhIZly=-;(NQd0It0X_^J_YBa-)&qpU*b=MQ8lkiV+DCt
zl<Py$oP)7=Oy&@{W+Fkf3ds2l<Om3T{S)*c(4UuJ^*EkGFoumu&|_GsDq-<XspT2w
z^+qI7MZ7bpBHkGg#5*MY3@`?<K14!I-!l_}CH<Cj;h@OPmLfOvl3=UH`#1vh+LWMk
zWK)TR8q^+87>(*j%%Gpa4Eh-m-}2D_L%*elew)PmTr6nxuBFktyd;=L-*E(J^nZRD
zow%q*#0(l4%%G70LDtWJ__BUsiOfw8t8vLd#JFTYV28JScEFg_GeM6@i3xg4YMY?5
zeuFvnb+1e+Zb1O;+P<XUIF969qS=cRHO+yEUYbby&EV+hFISpGeM!Hi92Ltn@)jih
z0=<86qE7l<Z?V17#}?}|qvNV59L;;a)=Hik<w~~`4=m57s`f(+en!cG82n6PLoqn9
zvLs60-^sNkNFc81?7B|8&6PnQew{&lfq1#j`TZX&MEJFTm8kbnJ|j)N@%PUFv|s(u
ze7U}uB<3qv8nsH|Buhkhj!{=m+dDo4#A!oh<q1a<y>U8SC-yjsj?Vue9F^GfMdwn*
z2hq7QNe;|#4Np3%^x$#%Rj!yXu~)|>^n~S?<($qmc8$++wG@*$0s`~`4uQkXBZ!tA
z0eT%rKonS$qyzLCUV;GqD2JfiZ%fhv`Y~0)0$8Q`n=dl#L>1lLpo;EpKzsq(0Hfos
zA`&V<FQ;}1+?Dx~3kOAxT8bRyCBeeke>ej4I-P_7ZF^CkNp$r}{I5c2R6XJa^$cE6
z&w%*ivjK*BAN#3iB>1|vCkZ@jW@wk*UN=)ZFM)Q*@D1i*rIT%-+@0vk^Qe@s${SUQ
z7(gY10aP*|Xfb5?46stk)<Lnfo}Kixnvv(5&!vP~b1b#y@DiU|D>xWx-D;?{>Y{29
z1E^&%fLaE`m*+FUP-~W{7Dka<l61tMm!u>9oFqMpyu$@X2Yiztx&!($eP41c?=WKf
zOfy0T@y+&L!Wc^a<W)fUH!or2`682<%U}R`kvfFR^9A%yy1=on(3MTO*QQ~%Q1yF=
z{Wr~z&MF@2=o(^%7Ubl3kn(7xQhelLThd)!;$Kvq21CeDB?*R*p~*pp5K!YuAyA`K
zh@uwqoyz~H3?Kcl=#_Zsl?2eUGJG40Tt|W=_`+XxMaliEA89GOz3Tc=Oy?#-s&B3V
z@ud3f)05@ghw0+vmgVijBBn8%rgG~Kt^=~<Z=n$~Gb%T6<Lh(+34i4~2esTV@oqYS
z+9$WUxQ*4($v}gOa)?`#tz_VviRE92`*{VV`8KI`vCfySPgWVhc)9jX*I@DY0MuPU
zP{%iQhs&@J6Qd;kN)>MhRC?W4$+lh=^l-J_xGi;{_$C1Hm=DoTg3Nu#RU*y>VEtxd
z;W+GCC!ITsO<{hCkvK9%rhe$^Cpz$w<5jK_JCz)M&oxbC@{+SHDz8u_)FQ=70FaJ2
z>?#+dIT}b0w@8=s5|E~nx!2YV7SnhMNUIV~din>h3F1bM2GR>H(yMt1NK*+&-^)ut
zT9t6p$0oWai)T0*Nbj^rAK)b*O(h4mRpg5IcnL^Ti9x#OCuFx191Wzuu}J@qmw+^t
zfOL~o);=IjC0^3%@_G>0)d}Pk<OMo`%u)12s5Y4;kQJhy1NBzi)SsRNvifZ%kf~#s
z)1%1>;28`tJ^Ep?>uxcC3$7E$OL`|!Z*-5A5mR05niLX(Z2!6|M-1ht>eR43KNZR3
zz!Sq`Q*mNgKu}C+RwVDKo#q;CvkyqsS>+l<jnCiua`Kc_j@{Gl3fD1P;^hpkf}HPN
z7<;Td(0hEAxQbz@nQxMuGu@Suitk>i!_1atY_TEMi6@Zse5H%im$XhAA#URI)DkI#
zaP$Yd4CK<>@)2TvP~@{^jxoYO2IWWnk?ohK${S}=Jo3lwB=K3Uy}>HX{mzwUR)8dL
z2E&a!Skcc9_h7{c@p&-ZsM&P##Smoc{_+a(Q!w1p1LgfqTr4qt-`~2d1M@d!M5XGT
zdFAuXTFCuxzoSckx#b1-3h$WELKdvaX(kMxIGk7+C-Kp(wjJcMe^untF=E@F1G1Ca
zC{}PK>$6+_)wbKaH&ny==9W<d&e!%DSAk6o=2}2Qd~|C#2Sd5R9c0gIUBzYvBsR-A
zE)tuBTkuXryF^ah-?Q<dsp-5b96RORaXmU_TVI<B>f0bnzWvIonxsZKNPIo!h5!~z
z%WR3V_IP``oxQ6`)6OB&r{-J=zmwOy#+cd{E_6*uUB~DfI@WDyg0J4l+L>#5%B6X>
z=CZbVlQ26O=jVm4+f7o)`udvL%K93OR`-6zM7jT=oaVA*vFl;ebJl%Vog*{ubVq6b
z8uujK_}^btK2*HSq{9p&;spkwsl}*q#d7VY0d3{6;_`uVR<l}qTekxir}h=ea@-PE
zKl=ydTI<}gn)GJ}2gPI@AsS{hep^xH!EO&@Bj?(xddU(wbg<ktVL*($u+$YQXD_7_
z3ZHQ-1n0k!O6x+t?Lf1;_NAS~_q-et`TuD3K=1qnM&z>{^c{{5R23^CH<f4Gm(|!m
zqdN5FkNAXBE8I|77{jH+{POJ%`h}V3G@^oOYK;1YX=+TG|1`C4s+?O|K26r%;(E+%
z5Nu0~xz#mW^icIZ!;(sJh%OwmwpCS;-1UO{I&I#se#&d5-<284u`o#Ir|Hy0Zkm2m
zW?}$Fxeo)m3C;=X4NTLyiRy>l(VAh+x$0=0rQpbVa84s^m8HPAj2!YZ#S&SHm1)c=
zmTbuFmNZb6aTiGE@*Q}@{i0aMAxKp$4Ref?wf~}AJEq5^ew?_2V<BJhD2HHGvyC7$
zJ0^YbjLZR!fED9DGLqU9-N#F^9;%xnKH?Cp>)$6m)y<ZVRS8@Du2g?puA~#nL>0?K
zgDRGZ2Ba``Qmm|<I(UG|9>+n5f=XBHp{7#liVLlauNM&=iIK-gAbw~^Eq*93!B$`@
zhd})H9d+LL2U3~x5(x^SQ7wo#v@nQ63j=~R{LG#1d|`l*mS{#KEH$vu{d<~T=x$5X
z>(MP~dZBwcmliEIg&<bTse8ZYce|&EMSfU?vbNq9Dz4?=vky&-l}~JP^)|tfW`0M_
zeM(0!cdUjV;sn6`K`(c_BeRDiU^Pre#5*#9ZT}3JS)HNWWiflu#|-II!)>v8<sHDI
zG>*Fv6Xa8WP!5JD^MeuuQRWA-ta*H$q6{`aD;~>@k}u9Ex0aH%n_agB2|C>#bloXJ
z(wRdc=v-i$?#bHXnr0L2I1(aEe7cS>(dqh~nBD;xy%>giC#EO>V}uU_@5D?Fz?kI2
zpeR)q%_M`BqSAGcDtpv5K!+wSybeu&bo38RD-<7urnTuTG}Y|R?Vl8-%6Mox$9U>Z
z+tA^qi^L`_D<(rv4KKY;Y~f%`hBlFb)FUuP1<dqjZ=Es17tc3trH2d8WYsnk8#oOF
zwO2R<&iN8SsB4h^IPS4!bj|{Clw%<@97)%q;Rr9WJxLjy(;R}(@FSU0MYgl5gvErl
z>Te^m5mm$lgDPTz0YOYC2pQW?7-00m4~T?{35TeCRcKp#)8GxFb0^|tgtoL!TK+U%
zg3vaILy*SHk!SC7;r$eQ6RM_m#qtzVqpA=CsA4dHDh9+hV?wMvlv6uK7+~b`QWRh7
z(1xYX#((9{7xTD;XpPyHHnVvN#+ely0&Q*$)MnL1wIK%3#$W(#OvrPt(ZYa0k(s6<
zXa80Cka&d)1|?p!lz5Ssph-U95GZjdP>GK&ssu5B5(Wb(VL)uZyT=Lx0wwmEN?^cw
zCtZj9m(q2}e?DCgIBhyJe?zZ|BZ%%*TaUQch@O53)>zY(gW=_P2*v=z%R6<}jN>|c
z8Dp$*aspsn>SgSEBVszo!hl15jW;3!yX3Uadcc`%aV+(5#DHUj6zt#eu%?xksSnWp
z9r3_;(?m5C#+&<<92jrz?;K>j!SKZsDxh|2vYH%s-S|ewwD`vr0g&46CAB?(lrQf}
zcN+8DEoJ0CU3&sEuzM&28*UT-;Ko7X^(_P9O}zf2vr0W#iPu*c4ic|N<bzL_(JJF#
zt_pFC73vJDfvz0mtIj;b`afO)gW`WW>p}4+Y6fq1wPhFPW(v&~CQEmE60sgszwBzK
zfJz<AN@^1m>D9ad%z-8*(yQ(OtTGeJmtMWfAJtw@2ZmL8bulkN%8yErUR}jYkn*Dv
zr2MpgaT4j(Z5$02d$5bNeNx*$oELyH6(9xr3NHa=RiaX$9?HnBe!|f}`9n+S?|2DF
zQwd1_mzRLFD&eG&U5)7K*M9cUuG$_6yac4F1S!z2yac4F#2}6A>JW|wsq?x@+gD@{
zUI5Be0Lqhi2`E#Em$FK(2Ju>*T>YB-RVP<Dik>9B(3vGy6{4OWtybLBpPuBZ`fV=f
zsZW>_rk51JGmIm-dT3d3nOMgKx6Phd9dcjSrgHb6qdJHOcoCNF_jGMw>HfE_dg%_q
zFe@R6WMSvr47qd8#Nlc>b*r3x%GJ`ouB*<iKCg)L3Edr>8_TWkXK)q60&}acGYp+u
z%{(#D$`7U7GOlT-8&r0%;Z!R)cv7vLoldoW#>peqN;o>zY9J%Q`R|~}NVOWsNVQ(@
zN4D?ps#C50xK^q)svB!VOk=46QmsY>NRk!|7pYbgSEX9}1;a(E)xbrnb!0GHq*@JJ
zzf@~wuv$p98nuj6>jrp?FdV~|V7<DVC&9YzqwJhSMIY{D<yZY{ZMWajKm{wk$}8+4
z|LboP8@bTF%<5(iMk{RWrZcNX1!Putaa?3p2^X1Fj_dE&$gCdZRVfN3NlJS*k-0sm
zwv`1LO`A*j_H`;F*067bizn6E7)zaM{U|ukIa{le<(Y@<O*_}GzBGOx{fD;gI6nz<
zoZ$35<~aJZYo>{dT<Tnfizc;lsl0_G&f7QZ&iVspY#{`}j6g5Ie*J|m#-wsA%$Ae7
z>jg{_FQM6Twyez>*je=FV64LWbl0n}Y*oURE<E1p{1TCl>Ry>E#s|=#lC2+>mx<bd
zlIrd{{ZmY0sRh#HOW}gAn_d?{i@0Phaa4(w0VTKjxY(9V>XmRQOfcm)tb{4Q0l`%J
ziE}QOFu}8`+sn<f^1@`lzg*ekNiL6Sc|UA*^xmkCsd~HadO_N{yIzpuE7b3EQfSY2
zt@eDEmtghtJ%^wvzwwy?#y+Vq8f{Xd4r5;kphYDxc4QCchu{*?!)(%Mg>f-1u(qKC
ztZhKDLfrj?0l`qx*N^~5Cb_iKMrmd(nD;F|^Wy8%m7EmJ>*}Gqi;I`QyjO7u6rbUz
z_#B1NsNzH&=DjU|7L~xfGN5F=AD4SBg$vAU=m7H?5SZ71U@(2rkU*K&z=3%U2+Uj7
z!|S~V23M{V$2b*O_H)a!pYsw}_P-ng%bxYq`F{$dQOgo_SXT7(cTXyTWt03%Y;+#K
zpIhf^JmDx=Azh3SjBBU?;~Ee;^BYTJdU>KSz_4(kA&IiEfddO05LozApM`b8D#~5l
zWSWg8)F}@-lEmelC=5Qir*`GZyaWbc$RWz$wrc}Tu~;EBY6@Zio8RS6&Q2w;`8NL&
z+m=8^k6a2P*xb+rHa8%M&Q;qSorD2K(D;`jiL$wY1DhKVWpi7NlGe(sdE)Ynzm?t~
ze&pm}?Grua?)epo@~XdFq3XdA+zH$KSZSWH_40E`+xb8vgeas&txXJI?Y92p>{J44
zcMB-#+{+BjJuZcdGPRubmrK8!LJy&N|2QzAvXA!<OmfC?mKf?zaLXvOdMm)9-v+U$
zc(Qb@n8zu>qO*Hx|DDZC;J+(41Oek#KSft5j7H5#)M3so{<Lhf<>BV;YO&kD!2XmU
zlV>i42^`l@0gh`xumhK}I&Xk5!07ffdwByZy8TN}mu?g%xNI=iH<q!!;UzHEUmOBs
z{o$v_g^TJz)M2c+41ZVtMjNYBKmqMc#klkAp1|5gAvD?`!~?c6G=QxP$no2%V&%Rr
zZaUS+6@#sg``K!LSN9fC%|(N)Dl@cWRq_(_*F#;CI*O|~7}0UIsmuI}>Ove~uT}n}
z>{NojdY^v@J=Sd)?14*R0)rW9z+eUhQ89BL1tJ5C-so05t;5Zp_%`6>(nrPnTs#=<
zUCU_i@)DoXzUN>V?Hf~{lNZ&8IKXHZ{7KoV1V)R@^m9LZM5Y<wq7_D?Zbr0VHA4?r
z&49paza1<s6b2Ypd&{&MGW@aKb)r3l)<m6X-}N$@#j9JP#zGDoqxbZ8Z#BV(->7jm
znL(1vy6<PU7qhsQYCAM`I)h-%N9#q|>+8Y<`_xQ*B@~M@TnYWUvs_y0?kx9ZyF=}(
zyQ<B_G<ho9Ei!H*DrVx$x9m*UHzY4-jPy>UEOf_iy!;U%FT7RLQo3^7srseA<s6d^
zM~qDJ5$mjp-NI2))h*EbI0S3hO$4De?A&hp7U);!qmn~*WHzNuhNxVzi=&qwsaYWc
z)}Z1^14q5>=98nVmgDhE-87pr^_9;6gbkbqTFnq$Z7;-f%XpihuzPlz{beGrJ}>>U
zqJlk!Z`3brSA3J{zg=-hSL@1WUJx%Bs9(LE_27uekUz-^OCKDOEdJus!5w~Q5U(sZ
z{x>SY{@(`O;X(m(hn|Jx4$)Z+yF+(vx&JXnUU#Sxt*NFrz3SKYJ$21kj)J!D&LL>~
zE(Gy!``j$6?F%@118qOpz)@FzeNCI8<;aoix>JC|?Sn2^{_SrerE@xHe?xq<KR1Qf
z=Er}JqAR~y)|FpH1?@jy{X+ZC&uXaslSaB9F{1zuVKp1&Zg0OmOLiLN?jY81xzO?}
z8N@5a*mKnKw`3s@#PL8tQmAuKt2@Z!1@888^k{duHzHg=+TAkaAtKjMM99(xyp3_x
zE|B?gX_5FF2m84|A6@fdjsh2Wkwf4DdkMl^pw?d2GvqCD0lf5BldE2S<8?fjz*B<+
zf_FHgl88A&KP}N4%o+9uID>`sET;o!FciUFBR7gifjQ&c9qnIQzVM|Y0$*s-+v5vO
zdN<??H;)ez3v%S<;<^NTLhp?SYf?m#BIDW7fGf0R5U(p_=4B_?V|xc56EZ!GpKBjI
zb^Y@7^$v25`rbsRAs-l^?H12iX&=ZhbLWWx9PH-<Il5+FjshPj<`DS6D1!L=z{K9%
z2Wokp#(bcfBPxm5V34aNs_d-?gHgTxgMo!GoYO%28%iJ;aD#YlzwXBIY4)p#yc!Iy
zQdHmo>(ws=gY^wMz|nH|<3WM}-i6)KTR#->B$o>w@Hm5brC9ps6$$o-wFd+Z1|4-U
zXgR?h;qeDqFu@&}agfM0<OqYc@g8LywIe(=!CfZ)#le1#kgse0lcT^9KI0HL!Y2e_
zj(}%hPk9^xPfwoVbv%w>J^LCsHTXBj_Vb29E!IiP8$Jo}1`FXMP6OUxXo6_Kt>V$3
zu!f?+dCM8jD<W`)j(t4N(6LWL(ZE^j-ex*O>eF;y`i`SDiT2z+@`<B0sba9AV}yeo
z2Jt#W$)UUid*40{j|{2uK&`ujTsqm^%<Bw0Cc7gt%7|P;&M;Klu0P|bo#D*)rK3bS
z2m3k0a9z{MQQ!<SI0VjcB|%JQXfD6%qaLXJq%<;QQ6I#I(PAmD=<|rv|0!)3WQ@3h
zV=LL%7%@`IcD+0>%ss?@Wgq|WV3kkfB;XK+HV6;gGTyeRYa5+rzoU;14|gak@QA;w
zUkDF>Z_p#2zB1@sp=5ALOS$-`(#R%n5fQod&5{)H4i`^FiI_JS#ADK`dUvAzpN;s1
zHDj1F&)p={`c$rGDbaEUO&q=^q7AvnXl=;X7+>uk3um~;iSIes&pnED&2Kmg+~ZFU
zfqVQ$kcQnOyszaRk$qV|xu|<YaBRPTF;>eK+E))BzXkY*h42d(75-tUgMh(J<544Y
z4h4+%L|u&@?Uf*Kk74Q;++$eZh5|<7T=(;4z@VvQZIg*qRes;@?lk$zk2TFjHCGPf
zM<s)J-Skjebb{U4H^>ZP^gQ<<Z;;qN&)p{DY9i2(7mU~Tax)&v3mzBOa)_S;l<G?J
zISL%$b`F69tRM(;fXwyRC57Ba&3^d1_#Cl?qodh({n9%sNI-aiBl@+tLkn|{)#5Aq
z`bPu{;Z{xqEpEt<h``O@HFa{rm1*{;tR{a-Q9+Y`sD7czKWwncU%uY`OhA)o$A-_l
zYTCS-tESY=oH=j(2D`q{b9R4KJNv1=^7Do6uHxTZSa`un2Jwn^ygPZpH^IE%t3~b{
zuNMqn?2gN@_iNY-T-t`;F&=W+V)r`HoGN(-Fl3TjaR|1{oA;CZZ*XUrxPIH^<(feg
zqq0gh^yCnDOgDn~d(7Z|md6a?=#6<yK1cNPm`W{7Za*C(y7lw-7z?2@rvZ;K<VTF)
zCbQ(;coT()5+bfbM2VsSe_5b@!Cw~iLx@Q9y(O=*Py85B>vnQWMn!>G$R!|S7j%zr
z=edo^Ggcmluns3w(KnJhwUe1YI}WO^%BOx;+)J$XCq-|4c}T73w`Xfs#jQ4RFGupT
zTD7*?3Ro-7egoZ7TH}t9kttWkIImNuncgQQRyUbGH7j%dw1DFu3HHl$s}dp(P*~(l
zE$U<GvT3nRi=XjJO}P^Pz^{&8;_qBCWeFz!u6|M-&T3NsG`Y#=VP!+aL5{s_g}YX~
z!6D>01Lc;dY@u!5BCr)22ZYip3orXqZFx4lEX5?FJesXjYBVnKK5)npXTPq4Hb?!R
zHBs&^_4Cw`l(*@$2n>>SDF(3!He!&PRqkENATLCe^%6gEh5QWi0}K+k=ZV|hqio_F
z$MkE|TCD|DfEJX3phoRfyj+R@l}G&Emm<DJDL{O=c2st?_l9ANI<VVL-mus;R_?#U
z-OUV+o(qRFMCbk_0G~KVq%jB`<9mKyj@&hRKzDV+FjuZ!?`|gdu64Jwx9_j78B%(c
zt{Kv)q&wZMWx-9kP3?pFs~l_JjC>+wj)wgdX@2f6h4IqY47bOY-6)1}Fzyw;aF_dv
zka7K+%9rBGdWaHUj>Cy#`ZsVmaYBE6(|eGrVjWJDW7fMbw-2K#>RMqTCx&Z<Tq<<<
ze*N{e!bJ)dF=ny)g&4EAe~@Vit`*W{&oFu8M*mcX$M)&6*XimJVgqNd2B3&_3_{U3
z$Q94kezvCuj+L2-Wi9O6Vf$`!|C@ut<iUCF=%j6m8n^i!jC_MvJLSFe-PrE*-RgXa
ztdCorFLMI0{tFFR|8;Hsi0!J1_h=|?bv|vGe<!B~^K$`V{%zX)^3UtsVd4jc56l11
zpyla8XM$Y1mmG56X7>Wq^*vWRqh!ifbu0F}vLX>OfN1hgATDsJJeNFglV4q%zeu#>
z*f=2^Kft<pH9%kO>>Ys7%ZGtWQ;a-Rj2hs**_mZsnqnx{r77L&@i+>M`<xYu4=zpB
z4$%7=gC`B{k`$%DyvfgTTIwpNeCI~pycDHINZjHq`6r#yCH-2;g1YQxVj5S0E<7y`
z=K#zf77~Q!4<tG+ac<%W*dbd_=1`Y7*Ygrwu6cq(um$@#89-fidP<eB{i<5^x2NCY
zO>d%#{VIbh_Nxqt?-Hj0#<u9X0kUuyy|7J<;=RQA4HpUGAG5?i#!Ik+{2PZr{9lOT
zPUm3z0ji@;@%^DN8dZa+Lk)vE)G#2}cEc@B0}M63@T!3wx7!EkY1YC4ddKbB0oI#$
z*(8g{yYc270j!4e-r+3cNYuR6y_#_x?7PEhfFVn9wq`ys+shpHYOd!5;5G}q+;NBV
z4vv5;HDp8F;jC3QG@5=@w!Tuc++w!C$ILdlVu<0Qm^5<7_vnl(oW$es<ccnFiUk7t
z0VM{)%7N@40UaBa)qCB0&0v!Hy!#z-lxu(peuP0Nf}e1IE|1-tA1YhUAG}PQWrg~S
zL)kidoFwh&t#1*U!`e&57aMH>ZF7&YD+G0GGc^E#9#69naA`9q0HL230XNGH0hKSD
z$ky>^<$iaLjz1hl$DhN5qwbUY;!lm@gZOhrj*dUI3kPQ>olqL``11i*8P^Y{UsFC$
z%;sWleRX0d*>XYoOmQs-<B0X_9DQHYsDR_*Tc%dyzUKYbXQ^iLy11vgkwf5scN0Xb
z?7OGAn`5E(KS`GtRq%R}m*Ae}YaD`|{eLLyX2}#8J1FsWRmyt)73y!pi-|INzCjs1
z-+-X!<F2Lw#)kWL%@AM5`&$mXuX&!!X1i`uv5iXesuIIF95F0rAj##43W#Bm0};dM
zfwHYnxqBtXDTGE9`NLA=4^AA47!co0O#=)?ehpLvH#Lj6bZCze19f|h;3XJLYB&U%
zRGFI8T~reyjwUgPmkzD!63%Its!N&%3PRsds;n-~QbXW^=0>BA`cCIvmh5-&612j0
z4uR}{Gi855AvD?wL>#gk#L)@{1eY@n2!y}WC%hU&Y!B-O!T#{w^ggsYy0JD#4<x6#
zu;@xZ5=3_;T+VEg%Y4c=h+M|OaBE!7G{6w%uYr0H`Ej6^F$R(DoB$YiA&6$|yPR3T
zvD8SSJ-MfhoRkwU0{h{hTs@lP<bo@Gf}`#;I@=g|AvR2@j7yqEJi(B{W0^+=3@M-G
z=v$hfsosDwWu6iUW6HeTM#dC+x9$t~_JDz9s_gOi{OMvf*9xP{3I@UG@~x~nQn^fQ
zV{rYz>Vvr$S#0;oW&7xpWtnG37l{`Gu=a2)r}!WM;XRHJFKeI5%@wBtu)g<Vkr}fj
zzDi+;sv7LxT<<v3Q}%o@U+BSx<LSZXW<oRvo2Wr#O$;_|2kF6P&JAVRN%ty2_+WD@
zmkfgq9tTKO)jjbJ_j&L*KvxdNV3RsX4>m>xW3ahf{<JT@m1xhaVyqd(A@I}T1kq~y
z#+oS{OT{*Is`h<%qNw2o7;3KL5QK+o2I+b7LRG@zLR<B>G0fBq(s99{inw4ve8Y?Z
zMt`g#5-PG)4q`*hE-n+qe?p7@1TR2zdzC{V{y{RXnkTOrBzONjp;v-JXjF?QEG-P;
z(87TD#ux((Egm<u!1!{GOGZi*YZZRuU<@u%gPGevg_eW8DqyM~qc9rP;WtYMgF19D
zA!>LrAQ1l-pZFMFMsbNSG!7fAhsI&Ngc_hWoC6?yrJwMVE-E|`$M9khhwugj!;1ld
z@P$;{@*u2H+=Fz4A3jJ&_#uPz(6W_Fs(Ma~%>+?BM{YUdrtkOom0Qb`r#aX+vKU~<
zv2(EIyLqseFGiLxIDyio6~!$qwiL{stQ#aVzaN?>{=<>5L?QRZt$(A}*;Y-6wUK?*
zD>J7oen)-$FrFAO1LFw~SDsj*#uM8bnf1B5OZ*z;k{C|X^XM0blk~iXhLcrq<qG+;
zt$edNoFM7(k-dDj$Wuf-VNeYxVjzbcAFJQ9x=mh)xi?fsX684OnfGMZ3n$0IqNGHg
z{n|aoHdg(YyYb=Z)-jwCR2h?}qy5Xx%6scT&rx)s??*UhpkJt1A<*BHrviOP`Bn4s
zu1RAQm<Rd+TqFeg$nisN6{|Ry0(~c0yJ=jCxQl}k=vU?GKyOq)pg$d2eq1c)6%gKc
za|puwQv@L=B|Wz~YVQ%RaRhYDgL%4Z9^@s6jYl~|^-bHy%97S9;&WBXg33+mZzH@D
zW%NsfGWw+fQJrGrw(M@gfT})WdqwlZRPU)g^b6Y#x%&@ym59wJc3v-0AEb{Wh}IPE
z<d6Syyjyhj!?HSMItSB}%l(A`L4WL!ulr+EKI5Aym$qovSCsJjF!NY1b9BncjWhDY
zIT9v&r#D`34;6uis>|11a+1YztY&H7k*BA4MmwWRa>w#$jVaz~YUgxU=lIjAHP9zF
zDKXF|H{}QElOV@0--Fy&o%Jio#oZ~Rs$M~+9~Qkwy!0Lkpy&C{*?X<aKMe8+$M<c@
z!))SZZWlbl@tOhgKEm;GzIvjdP!_o6g>z%>In%B@-zGlewN#vleStxs#?gG5eHP{?
zNW5))mKE!?M!uESAiH}X-UuyVj)mN5(*hIC@6nCafC@>z3f>1dassgW`LOWVMri=X
zSRaP(p^fPQXwwSx!xGo>5<LGvC3tA#R$hYVAE*S+Kb(Z>)<YYcIT}>I*CPD{F9B&P
z!E+cd@Dh+#CF(g04{5x#@c~Bz>Gv$s$9V}zQwd0)<|QDlN;qk}w9%rFHCWUy6{WU9
zZI5_f0Lo1Y^>Y{<c?l>}i9s0;Z4BmU5IV;qUCc{Bno97}MkOx+X)5uORxfP?@lrJg
z?P&4^`KNwqgQMs%=-GTV2F;V3uXVO4Qiyu^S+2OLKRqvPsNd#}7WDyhP}-vap2&$o
z3C|d>=7I-%#&{zk=x2;Kaa3%ttS@X}bL*i(y}1QJF*<yazbB<n`6!!xb)kN0<L`<Z
zA2nBU^6aUN7a3f2@4%-v{=qQR`m()!XFpl^*n|}Q7{Nsz+5mmeLmQl#erV$(PFxMo
zA%vqJ+AxrDU-bK+$arYOK*mMK-~Ey8FBa;DHvDm|hc?28uqMPzfhypk4Wj}iNeYIG
zhc--H_0UE}FkC#eVc_DSjly8Kcxc1G#X8parm-VfEj+Yg)WRI6=E`gP%VUo6^)k7j
zyrnSQ!uQa|%psnKHt>@148;K6WWBWEUv0bn#)fKGPi^oTdkzdK?`#umx!6z%j~H*_
zV6?;9A^NEeqXG`gZ0EQ*EJL_>YJ=nY`!$~0c!^hqTc6}^eUUddK;HAlMq|A68yoKi
zFpKKX`p`ul*zhph-MTbYZWvkK$uu23Xxv^7j2o6Gj&U~X%!0(*#blF3qsph5wa6Pr
zCixoHdT)a_6RnNu?c%k`bHioP9qv~0SnKi#Sv=P*<d>t%7nrVt-R*md%IihMP}Yr*
zxC&*Ert)~NYkVgQCfJ({#X2Ay;TN|wI?4lO<w>&D4})8VbQns(py%Bwa>=o>=!|qC
zWX9nHMVg1XW{j8K<^Jhd*$tu_2U8rrC8RG=K7YKdyXeo05O;eIZ6NLz4ApU$q_Sq^
zU*yZPw%Td-Zd64bD(K9KVON_Agy~blP<^PNPN8BlIa&R}WODLQ|H<Ua!aa1TfL>WM
z8V2jS{bl7>iA9_ttbHwmG?i;hQgilDcaOA*yI6tF6W%dYmUgQhV;icsueS#vJnBWj
z_K`taEelps<1KJ*mrs_LXX=F>N6~}q)w+ROdmFg^km7@d-Y1^sP5!a0Ytl*u=Z!g^
z3xubLk8z0F#NK${c<UwNGw+28SzA`#LPp-0A0fWrm{`XB!Xa2+{D&Y~3+!Y^4kP}a
zF&xV{F-$Mx1TR5;s3V6U#gaNqXXrYq61IdR9evJ%oou3tC7eMOOE?4K+sQV-SVx5t
z36)=IHjHg$S8<sje}yG~1uwxebPk6={#nCxek+ISsIBa)8`ER%Z?0IIrG`NqY8Vit
zXRwoPfT4!Vrv}nQA;a|Y@ITbi)DFaH>MP$=Occ*@Y0-2~6U1sd?_TzsepuGJ^feCl
z?PVKaNb?Vi`_sd`+>tCg%L#z{PhRfW%WgKDISvv<WJK&`2Q<FTE>p*sXG!%HZu<p`
z;ZHt>$QBvCi?t;02_D6<G$lq@n&v1O5lwQGFo-5O!vmv<zI6HC_<{(zXGZxWLBh(G
zndNtgGOiKA$~Xq0L*;kmjNWr*R(U&{n9d3iR&3K`sk?lPy>7VP*IpKYaDxv)?Q7o?
zfUv=ffPL-V0SHfe5fGRR;gnz04%dO{wRz?JbztHsIxvkU9Lhkk!1S@=gTVCFaBJMT
zFDkEJQmumXz*Niy@@;H?&%wTp?b95L3C;Ip8ubvdQ32DlrC}XtdN!;4af$bbzu{F8
z#afOaSv)}s&KOP*t+H>gp)1Eyp}>|d57*KoEa|*J?KQ;Z5oALMj!4t_Ob=y*gxnE2
zq!p-2EToZj{6bp#2p!T4@`wcn#JA~SfOTq!NT`sOJc4aHEa2iokE^vFSMvfywA(oZ
z;;$H?BbsA`j%aHdQ)5}5%2=DFg+Uxz7!cp4g8_yXvrR3q>2Q!s1|?qBO1#VqFsyvc
zAyDE&KP5hGObHAxFI!p|)S-n5QQHm%1PZ+9QvllzEk`nc!=Ms2QV)t@yaY|qfkTw^
zHu|E}oO1oLkf#+oDx^l8i5OsfG#Eeu1A?sw1ELh5?{z4a5@#gHmoTm*j?m*u_y`@@
zTa3`-$`xE-bf&2U(VYo9+l&1WtRdw(4)*Oo7+?r<jTQ#E)~O@C%rUHN<3zxGi<h}?
z6JjsN!q`HF#3n>QFSPw#b5moBZ8zh*#m5=rixE}S_!7+nnl^wuP*UD8q@I{zd~qnZ
z!}xMa354<G6t$E2=Kab-iQ$T8LqP6mzV8j<-xL9m`rS+F_W)9q^-TS=F1cBBD>~yn
zM9#gXFhvenSH3<Lhx)BB1=>wp(c7iJXBOC-w%U_=7bP+2hdf+Y`^l0n_4ou6-U?M&
zjA^TFz1LT-?^2Hs*x;>2wF)F~AAs@E89axm)@#$Qsh{5ZvdeB*Uq2K7b*Z<HBFQf(
zp`TDkzLEL(PW{4Sv86g~saA5=)L(@PnYzYGV6UiGm@DcP){1ND|Jg!O?xLyvw<Xmi
zMdjS&<ZkxpR%&IKEDsGxZ7r)7FYYIoZYaNX36Q*c(+U0*vP^xt`X?ir{^_g!IjsIU
zqW+1DqkrPmKTo!%f1XzVeBGA*!DrQPX-B{C`RRWo(l31Kv^JT3;agwVrP42$ZXT(l
zt+fP4)?uM%6%Ze!NlT+&_yWlv9qAVy{C}Y{{lcrZ>b^ofjIR#r*TdfG%zHgdJXO7^
zfCoMPtA61vhg;Njaop{X?M=UMwfkZ9>+#-8=-<BTP8lwE{!{(JjXtNkQiB^@->6@>
z#e;@f;cb{*>KB&SKd4{rRXgFd`)c(I$FBcSzi{~XusXAbLvS~%0|hvt(2w%|OX{(Q
z^{mSCA(OaM(L!$Qr22()LX;wdwSE&d>&L?PYV`}tqS0#DRP&H)>gQS>6+<4S9MaEE
z>*FlA&r#dKQ|nt>1>9BT&M7sS0{TK#x@>S}O3eUy$ENa>7OK0Dvn-OkziKv8mh{c*
zAd~N*g=4<*Ww=w$D2Y@-%1=$g#2^OVbNZfghs^-#>EqM)l|N^Ku^@fo{_>MzE+ZhZ
z5plf%@oq%S9i=k3`ZaJdi{sd~)fUNPA5~V#$SxHv<){bCr;9r{f|`)V@G6J{Yevb;
zE#+T}hdC+|%v(r9^=S6fyaWkmDnWvIKQBRonM#mgzJHXO#m39{ZRJD6ryLEWKe9-F
z&r3j>N@$xPPVU^7-BJ9)i$R}?J@n81ucA`49L?GTq{BvQsS|k#NK?t&rW4xA^GE7C
zh;F<Xq*bv>=zByjXfmNd4CQE`pKsAG<t3m`B}6}0)bJ9JRwWi`k~&^~`*?YwxQ?TN
z^n8o-ZM+1esf4y6;$_br<(<WPUJUxG*rGpoX>GjR|G;pUc#@-m{^J(?7kLTjQwbXM
z4PFA$RN^6xeV>1~BCCAO(Lnl3i}V>@0@7512E8F=d`EGf7lS?(8}v)|4x1=i7x}kp
zOp$KYbY24bR1)=cd9~=nOF)`Ryrk7;M=;kvd*g%$BkR|apRI0o^|Z^U&YrTKI(@1u
zD%R{=G%aawzmlB#xr#YO3SBRF>J(G;r)SSY{Wf!LYZNkH1=TBnCxl=XgxAF{=knuq
z@i|4->*81QBIMexD$=>OMf5$y)u9l4R^9Zg*4Hm4Yg}K|Hv)oTkAo!AuZ#b%cu_xj
z=%dP+IzDvXTi()sd6C}txI=N^LQdf<vG4Kd-tyONVgrYteyL)p{edF6uIGd}S#o$-
z2f6Dl%5{dkSRP{{Vy;&bT{+qWW5eNTP7zxf#6xdo7|gJN@Xw&g*vc@FLHUS3vVB95
z-pcUDwYD-&1gn6p45I=h`6C!EwlYjywUr@?S&L&OOM+l4!@$K>M*Cp6*vc?){kAeP
zgVoACNKwY974<4fGb9*pVY|xiCN9?18U2TjU}K8%8DY4FZ|`GbvEKVwq`u;qlc<=$
zp{%VB|61Gavl^&i?R*#&$OGf{40@v?&L);{@nMEVZ&p-^<s1wfFDaH8Z&f6l6$(=-
z$BBD_;BI`oVugu%T)oP?^iBFO<_?aJ?GmD`woA+kU#+YjYTs9^yThSrsomwF*^`>c
zeQ!~BFr-FzIQ>?+Uwyg|+Fp)Lt6U)7=M25KLR)`GU@N%zZiSL4NQxL7uuCyPQ9&D6
zyA%N?l~27>{;4=+a8tV?7rq(XT>f~dqL28Qm-)6vP8G|c@0DL?R`p{Vsqb(aOz{+X
z)EL$su!3tz5L!OcR0O%0*<C8%6FoQ<R?uC>=oNGqUP3Eq>nZX=4n`6nZ;VdF3{@p;
z?aYIteu|t(<0<k90W_!tPm#|ED7kWs&Xc%FES344btzo%LgCE;w1^8{C|n;<vd)jo
z#!KOXJb+;)<N*vw>L=xkgaLuW(=+5kc7O7bQ2Av>Wlyn}3#44%uZnss+aQ8$NctF^
zl<F`>C#CQf`4^lN8uU}EK|kdsNQwN1L(rC|{p|2xh0$o65_MQRY%Fs((4rDpJ0YN?
z%~-QdlN83qxWL+m4zRWX!DHD51VdE5A%S{U*ubGck!C_*-XnhI#arZ4IVqU8mJS=L
zJ2|zy1m?Y-Ltv5xKE;=Htm_5KG^#fdhjrHlkfIV;_o0B22YpQHI$a_Y7}wAM#x)=?
zt^vUi{hA?wGOmFG;~Eecw|cDCckvSWDNY4;{eG<6om-n2&I@4H3mgKop7Uvp7-1WC
zF@GZBuxo3D>6s;h7L~xRT>?td$C+N+?NYeFu-|iuVORs=dxhKp!@6S(F_d);99Y+Y
zz`Eb~tQ+hV^0}NSj6G|dcH&vQ1lGQlLtvqs{Oqt?VKn5$bxGB+wsG3n4+M}RwlMZn
z0VO;9nC!X)Ca|@k0c>qRFe$+6;|3UE;(bF3WorWmwl*NJb^SQ6CzlpgzAk>{RAAhn
zE#v;oOYkUf!J@XEgc$GdgQ4S1Piv_#8nQ6b>cj&6+%bR_mB7UP0!n)OaT#zaTwr5E
z5!l#(z{dT@R}K{h7}h%DvsTpa<xkn~D3+x^XD5r9Ts&Cq%JJGIujD1Zr;L|!F#Pfc
zpFX8s=yM_$RfjmhXq)^=*{+nSU(jOrasLAQqdp#pG&?SZ32bJl0h<{R*zC?<vulI_
zhRvpp_j(w5bB4Qeu{g$MgTX$x4E8xMQ3l)Ks^~3#;ZWG?KYqIWdQn}70}K{X;^(op
z&$YqY`xn>~N=#QyQ5cQ7GBJU{3^iad1EOBJ7Y4+)k{H6pz;wz)RO7t?ftf$`nHl>s
z$z$}sOiP-zs{Q_Onr5lTqK&CG-NBwF|F2oa8WW7i03()+NNjRD$+Ge0b#3H@sHx4x
z8ZMd26vnP(5KPZ$Js}VDDWS(=OZ59*m`CH)=(VHdyDchu*y|`w6IGEU+lE%q^RPs~
z%!T+?BpvnQ;5NoX+B!|ll=sI>og)6m!Rl$4Bwx)=y5_?i1&@5a$RSu(>?H^-D<%}{
z*P$!ornV1xtAwtH4~Xs}@0?s2Ee`QIc(<v&sE8H;3k2~FM^qBU_$2D0C3>Sox60lU
z{cckL!n2$P8q81vTR_|(9^q}%D(PuhqOKlp`ce_WHc*pN`h^{(CZ&2uDMw|N@Kn&0
zBAs%MY*n$!Z2!XTld?ljoDY$8uH3fxarjARdy%M!d8Qj^{<aL_ZT{-7C({G5rTRrk
z-uzS>r_kET($tE!VHMV^f7&0~=MuxqJTJzo-wnA%H!XfV<E<b6JJo7<mFUO8es0l2
z*X+$v;1;7f1a2{cAj~Z$#Z;t)RF*cCSt|#0kx#@_v=)<i9k@lojLOzQ++rd}R1!t|
zTD_N+s9f$oU!E=3mPd!#N0j=zhJ`eg(}8OkiYV8J<wo%~$l#*o?c|&}Jwoj>OSOZ{
zRHWb_cd1`+kh>amklfZ4YfT5io<yrQ747Yhm&%Mb6&=J5E*v%y{>C64TOMjtk!XKN
zyN0%uCo*(zThY@S8D`9>Y?ZN}>Nn&9nc8d*GZxwfKABTlAztNRKNsk&YaZk%aDh)b
z1TJudAj}2u{NG7(0X+Zr6Gunu<N3e9pm2&K`n7&vEzI|<^^XL!zJ>Gwr-RlvbU<L>
z_VCDFcnt-Hb5^^bQ$*129m+iI-l43az)+i9vD$2R`iek~%u1<9u;-M?aVZrkB3IEd
zV!{9h@w(uo%SR{JdzS?n5=Ny~boVs;pw;%`YrL;Umk^<b9H76pTwlgZJHTJ56-$MS
zgZ&&JTh}b(C~$!390CWpoFL2rQhHRRgj`?NRIVF2dT=<$ruJVMq~kB*I7$pQ9t_lC
zTwA8cgUieOJH3T4h0{Q@8<L~bb1Qf)UNUi&)#+Cg4>c;RR;1AQPpe<(^iMa~_}e=N
zZTv-DsPW$@lS`LWriiz=aOm{^Vi1q<l9yH{+7C9+_Gw`YjA0;2e%`erBI6j*X{hZ7
zY193avGTTkx-3~%IZ=Ge%lsT5Pgnn%qrd@v=MXr+{|Mse0JczB7hchI<55SPXz5_S
z-+&K<a~wY(DA1BLcW58@Uw{u-2tRYd-~)#6==$6mUZHzcbhIZDb=CTbN)WXE5cLbK
zKg5BqpUCF~s<Q8*isv!M5nK(G;$@FH@)@PYniwFbJT%B-jurl-*lUPRhxM4_<s8Y+
zY{RtKoDS7xV&#@T6<vqmi=Aqt%W@j)$wuEmYgIC3t*@YW6FpBhhWD-5>wU6uDd(^B
zWkN1?s3#la_SE*PsIrMWIHsSZBebMc0g}>ZbT2_tt5PG9ZXHlD&ij_)W1PRAqz`LJ
z<?8H;vG%<V`B`>Fsd#}`Ag|T0Nw(fgV9R*EeS_y5>Y`_EJUW4=QAcU5h&Z&uS5*JZ
zspye&(MGUp`l&`&J!%J5{A`Xixb(0ox8ic~BbQeNnTQh%(o~NBqj0DF|47i1is^P*
zV^j~X=n{6h6;y0az1DbQcts1D`^cQIj3!R6p7R#rUC%!hIliy?Eu*h5I%GUvFi(V1
zP47^L3uog`4Xz4_ang#XbxtP{$IGz;8|7?Z2R7NMcVKO*igyS0@Q;HhP<&aJUXd+R
zHdMxmW}G6fJaEy_*Z!bZ$eB<QU!YLYy$jVZbnilEkdYnlDDE3r(Olj=q~gxtMo*C~
zR^*Nl6F7TV-pwHNW%-HyYUKXe`90*)TSq6`OP#z8GVQZ{wvW!ZnrfN>{YpiPo87^P
zYqRg#KISTMEeFHwb8gNp4_QWL-+kx!RB<yehuN1jWcD?d*=MUNKC@TVyXfPDKC{o~
z6k&EQ8q9vBQ=9!Mg$lFpRKH;Moei3ONKwVzrp1pJRXikK=lo#je=<l@8Tr@vB3T>h
z45cp?SIm}c({pBtuNa2Daq^i{+EU7k?H@b!m6KmN#@TRJDfI<~K$qf4RqHhwgOM8R
zj!^9zCv1@)jj!l#vkp0MBz?a772VYFIOKqL6O&w|KF)WiyL6ZPqNJj0(h(&DZ{!19
zD%?BiscL#=kQ6{i$jq{eS4B4t#_{YS9D?yVpCDRhTr#QV2uLbbx^xz<l9%8#@LUd2
z2_@TAa$OFY1uu@x`+uB$cVJZ2@;|$DazjffLPGByM0!`66bUuiLJ}Ydp@Y%{=^YUS
zau5X)1VoV{Er113pZY8mD~clM(`P}1r%xX?elwqQcki6L8{qf-CoD5_X6DS9(`U|Q
ztT^YX$^W+<MqdUJXPomGoN>-$K%7Jq1I#Bjp1~~8{_x{~LHZKx%%AONS<gt_P>=0)
zJ+@0s`f`6-j0B(>$54%|56Z`S7gH&|bUe;PH?0lvM{NxLsEq-^F<<sm_jR!hFlw{a
zsf}lVs@gKSjLL2v*U-~X!+C4#>8RmXFSTjtZ8u2A33~^N=0~gEAa(6ly=PDh)#SS_
zBdu~SDmz#>PJ*FblcC8iEdvbgN~%j8sc|`2*mJ|w0s+GvBqM0imLOUS<e?0Z1c((T
z>mm=OCR<nfhKJ4>Ss2F(tBW0zn`yCa)w~|m-24`nr=3=z<hj&_rlVsmC;Lc931p;@
zNJI=TW|0_m7PDFybruhfGT7sd#oh0x#Hu%kCqL#IdM44!T&q7wiBbNl$tBe0@yV2Y
z_<pw$))rY+9*(Rh1SB^*Bl%vBby$FOYRZ0H>wZ(>D|+_~*7+%?BB<VSQE`&WHxX1{
znpDVC`8$H@cZbTehplT5YEoU;Z}(t5s9nt!wT)F@oa$68G{(s?7~?!y>e@ZYnPP~m
zF@$W5A+Es?J;XgbHu<i^-K>`!;x<S{5xbR|K4PNPoQoUd+@q=OoxmBiKn1I*q{6V*
zQ$paH-3UUiNwspaQbtHBj2US|?3-PQ!4p_BBm{@)Q>j7^4H;LF5n`Zd!2g%7?Iord
zDAFVg3={?gT@ep08ekk$2ZyMfxkI{mhG4|Yy58<d>v@A4Kkv8OR(`j{;70Ft34!vj
z4$+77tEdbQcW*MqO>05iQ451RYGFW7i@E1o53~$0YVmBi7L!)^j#__7tziD^b`7pe
z45psa$-)s(gA&PR4dR*NrZph$C)=h}jFHSy0Ye;R)1;LNL)I4vWg<~nGAi+FxDv=m
z=_wUMCAubSAL=SGXojGKpb|c(63;Il(x~Ds>p;xW3I=mj!hj$b#eke#LaUf$c#*0a
zpfUC0X?kC9$PjF!Dba{vUA%Xbg*d-)t5g)-XA41e_rbe6=kHGIXXU!6?D^$@1mmK6
z%e>?S%K*cY`;xWrEy|Osg=1Q|Aj?De`LJ*&59Mb`g}H@X8F?s?9q=czGQWm(*%o*n
z0x8WHhB#BQbTM-X!Gt15q)^>4p^zL*D680yFrm~+p<kF#YNg~gp_EvXygtfYGE0R<
z*E!2*dolX8K0U3D%q}$OVQJe|Kq!Rshc-QR?BK*@6k9h)AoZ-0q>@G@_oh2|`bR&B
zWia4|?31EL_or7RHwX>ql1MLETclujBF6KFSQy6h1u1$w-?uWkeqtX6%kjLGR0`vH
z?MG-Gze0j3WU!XH{77;gYpnz$#&AW78oMgFa)K<tt>B!pc;od`2HRy>3Yo6t{fPFp
z;pafk@V?Z&$@b7!C-jCK{An}2CSyQ?sU5;Ji^o-Op+kGg)RokUxBC>bmP&z`ZC;ZQ
zc<f1nXe;AEu1_QZ28j>J{v1N|p~PU2_)$W5knnuZ?PxEue`2f{<reV&joF4cV}vj`
zV}vjuJWk_5E(6N_((|5{ha|C+Df%Y#<rF<K)b^3Quy68<Tr~)ytLnVS)y_p_j|{CO
z7%y@e5DW@;`SihF4PRI=Mup+BENq+>7VL})(<K!~1+Pz!3Xz6-z^6xrNw&l^M<TM)
zjCRJ5Ae}l?X$%P@1Ve(C#bZd=#lJ8l?DAnqh!N+7DrZr0uQ(a54sH~s$=vb}?rp!v
zML%qIN5brmXm*yvu3Zm(B{_dn^1dipFjF@te`B4Mc0m@*Ck7;(1#{NNq5V1wCiY!H
zQ&8O)-NhbuC=I5d+LyGpu!_w|9;RNHmt4$C(<2X6aYh+-j30eE4W@u!cn(q<^7(b@
zL1~FW>H%SpHBm)kIQ77jPnB9keE|#RKdAx3sW7c2DcIj-v+pi3U{4q)6=sk`Lk4|J
zMan=r%y>x!_L(;OSrP;GgmKbgmP<6)XPWF$1*F70B}pM;i(h%prL~BW2#6pAGGdNP
z47hJGxjR`g=Oih(e_+?(8;JpX!Z=wmzeqG>d|=9OGGk%`?lvwO&~02%VjzPsXydvP
z!|c6;L3#<buag<mMUp}N4gux)f{Y^(;7kZ7F=nVlgFT@Q_M8}_R%K})2IncZ(u-tS
zuqF(0V%ACwxDqDJm2+aE^#h#~bCr6P%!%=gDP1N;^fW#7zDdr_DKSi~C)|@Plm8n^
ziQ(Vo@!*e4ET`eO7!Vq+F%8$tO<rKVF4f2J;A$&nVu3RRR;OC6Z5U@qUc4via7=hA
zkjLrlXJi@5k0}K$F(E<ogrcfcuy(xK*LrPdwW@eZVfES3<YV5~13EqC3JZ`5zbYjn
zJ*Myr$)9<w|4KO0WBv;0e1Jz6cq*!W%REKY>YRY3roWUNXHsKFf*cux3F7}s2Zeo*
zBSSPgN5&vVU}lY|#K@5`h{3sqo7nr`fX<O|)7m*QJ)#vrj*L+Nn)ss8B1gug<s6x@
z(P)t)W6&Z;=HY0x$dNH<se+Z1^W4|!Xr=bOmORL82js|XjYf+c8AAdVU;Daub+-D>
zgi~0pK9*d_GCT#@GDY4<p5}caD6(Z*B_3mWa4<VvCbC$grM-%(CT}K>@V=W@Svzya
zC@V5&zL1rIagaIlZwbb#_KTp-oG}U@bLM&!T4c@`q)xnB%uwOD9Pj2O-pHIW3LtYP
zaj5PoC*Do&Vi{<34dlxhU?*RunH1yPdo?F;#Jv|OfP5K)6;fB6MzHf`A`D5p(d6@1
zFGHG{FEc>m_{vV<DY0Hd)wHw8GtHtdp?1EEA(WmH`_^<Jgy%f+e)9d+Tqz3suUP^@
zFNR(2Bo{(y<#v=%ea|Ns(w7WM(CSNuwL|qK!=pp>CBxnbid_x`-j6Zl@giy!73CX-
zyU!)p32oOTk)AWA4aIh?0!CikFnq|OuwDC{eyuE{a+21TRb4-!TZUDPl0)wdsTOV-
zzLpT&GWchAlwC4Zb<6rvl44WzyM$oD{u@DbU2yYICRMmFHbtdU^`@wl#Nha+u7u#^
zq*kg<L8{Lfu_5Am>J8CVpT2b<uGkP6T(KcCAkM9W0mi1JII-ZjU}93mjYGQB3Hk?Z
z{eu#NP2GbM0{tha>f@^pRE7`Wrrok0#2xi8xT78h1brI!4F(wX@HzEBylatEz1jM0
zsG9V`pe~-FdXsldYKx}JC5YX0;p>IdE-HJI_qGH>8C)+IU?}sZEj%|hBpe&PUuAg+
z|2Zriw+b<7!f&w0BOBsYA)@W+@s(>I*|!Rw0{S<$wLgbtVykC(FSdHJGlZ&+tscq3
zR<8rAiLG7-)(2a?4r%VwpH~C=0TQ_m13TIk(G_&vtbf+1UbYuA0IS|%R=p!wg|>N>
ze@xyVxy{Qhb0s;}V`WI&@IFtSKNVis)>Kt$maFg0NOQJ$R=OyVTlH#kIgd48fUu{F
zmqgHhUYh;n@<0AexomAP3Uu%#dD8Tve}_b1{k$$sFZvHk4A#$t!TNc1n%LC6E6K1l
z|EJCRyu^StVVq6fcM=W$gbwk?hR&NVya=rSwpo{y7_cUcv!Sab(O}JJek35IIyQ4H
zB^mhNnXawURbs%OFxbrvkQlILjLq8F$&Hm{U_HuaJyT-9nlR2zZmC3rKcj8_&Mq!T
zl7aswoBv*k0e`|^7x$9HfHh%4tg(xG>8p+<)vh<%53xRywBY}q&HrB#1O9|TtCsB5
zqlWb#iG~nD8$$N|)HZ0v40AVa;bGeJcSsEQ6Nc<lK^-s9rn*&IqQRfhwtbwfXeUVq
z{oC36`$`P>6UNz#1|%B%32pGlBMlEqGVq^d^Isq_;7=HANY_XVSQ949nm43TIx(*)
z=#hqn)LG<)6pu7Wa=p3;P|xHYDU<6p#c>wO{|)U(`M0?vrIEs1WejCN<c{<;slT%$
zJw;$+M|wumVMqGTusn98pOR^KM+z;mBZcPf9qB9H*M{lM=w;?DS41bJFl<KkTMa);
zI5wky4AV>OpGu{4u?)1c`!vAVBbFR4Y=PY;(dgZ$L5w|LwW!3{eHz5z+}us<{dt()
zeY$Dw-DkIG1+e=x3Xmq<W1^8_^J$Xu<}))IEjFJ9EjFLCqS0dWY0#RRPj&2fJ-=ap
zMU}+c3`PO$JF}xP$G+2`#lG|93MnsIM%z1&F&rIkY%h;6Te-b-7kk$Gc3vgyO{Gyn
zY$`vO8atcHuO%3j{(QLJR2l`asr)SpEjE<~sk5mpIzsp(HkHI1n@XbqHkB1eu*ct_
z9-Zbbr6#78E~yd|eKG3eYAJD+LGA1@4Y0GvY$ByPd(378j@V<8KG<U#tgzj4TEgCA
zM%Y!oStI3LtEZHfQ!~Y9B}qtlXBo?c6p4G09!8^J@EbK!2B?ii+Qpg-T%zrrrXd<H
zGfa>&u&5nN5L!{sqjlah14k*m%&=TiVMnoegx(P?mKfSm*e^3|kzi~qo*bdKMLCQS
z+afs#>TMCR#>)&xB6tu6FEjiz0`vL^y=gf}YVoG!?c0%p{J~2RyhsYNRR0r!`N<{a
zm)ntot&w3SY>f;EUS=>L(OzaKo8jsOmRW>T2@ME#GYdxOE#lk};$?=mk`)@XWrl9h
zmJ)+4Vm}E%TlUE?t=*p~ZrY~A9o8Nd!HY1k_KXP3R7VOPD7YOVFt$+z7~6p0?EnLU
znQ4=u0B2kqG&EXNHzBZY^9<9vc$nc8$qLqe*|zS>5(DdgEFrM&2Tr}=%bzgCO|47Z
zVcnl1co7EH%{NlG4y63$NJ(Fl+NdHE+)4<nYg7T&H6XCA0nta)h5~F|g9g?$Ah7NW
zj&<=eLr=*ChV431yKPsAfnkFZf-3t)hTRr1ElhCJDid?q^}z^Mgn?ZbM_?8>LeP3k
zZ$}CYYg7S-H6YH*3<en1eb!Ket!vQ0x&{P6HzQ5gU0rH$uL2n!TGv+DG9b}9EqTJ$
zZ`-zhTVi1AuOtMvzUVT;*GzF!V-t56`;Q1-gn_ZG``u1l^!{**!q~-`;#N{%Y@-e^
zwgJJ~08cX*U<?#Z3^mx;1`UjDK=h%KV{JUmFi3KNd6VvkE323$DY&(EUS-IXv@q}e
zu8NPnRmD9?>SF7ZR@VFoRwNeIT^oT}?Gm#7RzkeQi>({30vk5`AJ~+iVhBTEn7&ko
zk1%O|GG1YLOX>pyy{-*py)H4%D-0JT7*;y(R3NF$;6@d1rN8HOZKPi#IFV==sqiSb
z3l<n<x?oYJxTy;gFSwvl4Y;5Ifw}Msg8_!kUUh8dyu#2y>IQ?g8KnouHWCwlg<*h%
z!e0Gcbs2Qax{w5P+A$Hl2m_1FioncpNqP8oq<B{OD#l1wFqly>yux5WoDD>_EXo@Q
z%OvE<-GIQ%El0sMJ#$r3i4;39arOuu8#q?O@G<1kw6x;a7>wmLqP4FCQ<j@x=QW1!
zNGInth99Jce76(-ZvnxQoOTlWHHI%o>2!Roosn~m0|YxAzw`8zaw=_TN`WGw!w_}p
zNJ@gLl$H|PIN#{-=EY8!a`q?o3l0Aga>WY`1*v5Ce1z^?x+gj%?H3xnk_1_pcSs1f
z7i9@T+lwQ^#S0B}N6Qx)8p$%W?Rrq*g@%ZYf>mD<vPN-^Ms}P)?a}%kq3md#ksCn}
zCwZU|jY{CiT^b~$JYHyMN8C9ZvmG<RIr%XDg(LT2quodDCx_{9sQ8g7i%p-%<AsKq
zQa8B7Gyw^_1YT&EJUVZeD6iNh!Y?!&AIAPrv0diPpJ;GQWk1pIfDkU8Xjm)3F2As!
zXjm;t;1^Fz2>fCjL4;r6iH2PA3+IW37iAgv1)gY#^oygC(B&8Q>kEf$zt|Sx7dAnT
z<N?1hD#3mcFAWlI4d;1=w`}iti&?=tuJSK<$JIQ&qviONm8N$%&odOx)Xy^%%_Kgd
zqe=v~6%>$=9q~LvJ__pEIiP8oXhTIs_=URBY-6FqxQf-Dk)Xy-Oex;D60tOoOdXG~
zUu^ISsp7?k>Jseo2>Zo`Dv|^q(NaR-5zPrAJOVE^bkDS3Z0Ie?;S6}OA<`LoN<x=2
z*pD%E&D4WL^Gx?3VG}f!Jm3t5{um^rEkb(ZwFVz?=Rv~9OyCA{`4`+^Zf0JC#K5U3
zOHDU$UTaX9`n86~rCJyt)(c43Bk@|pYV8M>^aC|>Zc5c+58BDKp~jyxJ;iFghZyD6
z`1WfJj|o}fjQzRR0SR_BzWrLmK1qVce?vmh_^%N}G(Nx9V0}!m_4#z#13%l)&iYK2
zBQIE{>t~;-<2cFsMAEn%z<!qDL)!sfi*Nv&;H2aM2Qcb@(LmZGY<uV3hVN}R_?}t8
z4N8s)xk1S>dAUK>!%^J;?>5vPqu*_)%Y2N{pr(L?%!qdzs*KTZcDTKut~b>BpVv*c
z8h4=bd9}X%UPCn@BHa4+dkuF>oXZ95_Zm7$61cz+34sd?B#6re^4~uO4|cS(#!B)$
zT7I;oakaet7(>Pw-Sr2Kad&;2AW8B-%Nwer>q}dNRp!?kW)gSq`ZJjc+B}<oq3dVs
zHW#lo@aj?K5rkfA*d|rrV_@-GgIsaiqDcVG{iD6saM;aCJcO`+jQv`}Ym&%iHv8d)
z{V-R&TDUx=(tR^2ks&?v9XgH<u8T-$u%B*lrjC2;XBu>tgQ>rMU*g*Glw;wi8$OrH
zaOH)@pO7~@PdEG^DP3yYuP{&nJaSNJRZ68ETmQe*?v|(8`s0sZtV(&z9Ix@_!Qn?!
zMp$LWx;kiVDFLC7`UxHPd9ATJ-+p15+P5a9k+<Ghy=vdxm9lT})<HumWcJGH%tqb|
z78iVV(tV==?H{n3Nigm(ug-WdR;?~xy^yLhxJ4~ha&pHS`P+>xs2U7xU)$;+$#Iq0
zW^5i;nLWnhD$}aRMMA^wighUgZ!;>wA9`#onIZjNDhZ#hK31pSk7iPIlT7}FZjw1R
z%Fu{c4>EUmictr%QWlzK$7+d^mqu9&q-35RW9JA+L3MQoJvy>)L&~StMgiB6aam(^
zWZYw8b!6QB2#P%p1tQ}N-aKxtp`sia*Zj$px}nH8Nu=+tXX<7z8{WWWo?}s1j$O1}
zp!KGdI*Dr-EZcgPR0&aW-%1GefNpAcp?eS&H(Hf=Jf*nml-{b4^|hozK-^yvf}!_!
zg6JwBAg=s4k{z01aIz3TPM<8qOAG?y8b}CE73z-DH$ROSBThyxve=N%;N?)_ijxt8
zD>nKD#0iKqz}T{vA{Km_RD7HWh#Mhwg8pf?{%I0}qs-|N0{tHxr%!k~k5i@E4Qf>J
zmenBUsD{BD)i5A9;6Xf`0Y)`~PBjn@7c)-JQ@>Mx<M$tbqb|ewkS|GX(R9ZMVmDnl
zAnrXEl^qawN`j#c0^$rXw0YZ>evB+&OGiZ9b;$tIe+^4VL|pOl!f_B0M@B?MTx8=H
z8?UpT3Xj)S{nZhMP&mVHG4IMA5UMmn;YbKV;X1Q^7*IO1A{bCQkB>5-gfi=kt2_3k
ztcfz9P-cBi6`0(9wB?gk;!(vKEFqLnza#6ejfrZ`?DmCJ@dw(^vnEMAqGra8*Q3j5
zs`A!Bsn)UxibaBglj?IKC^k71NT@#=L2<~Tzz8Mvgt<nI*CP}q(l-r_P?AWGP)VdD
zJ;ozOs4rL)MyP*}=SgZ{;wXm5!D)ch2I(D-27TGqPZEp~DwH)pRn2MHsf2Y|5@2vD
zFo9Ty#vb^XhalwPq&+UEPt+JaEk+WdgIAoO2dIh?gM9hs5`qribb=nBS};ZoQ2%CS
zi~)+cqGuai(X$N*`Vtc64KVsrd1Ao>RGA4*#{5{R64W1Mt3OI&Fh0$b5UBs~1U)|W
zq%wT>z2KJBAnvG!!5!5wAgBg1<_$2ak>OMWDf369TByQ7y9x&-22;el5`rqc<*LHz
zTULR%qY4IhRKb97&b(znu5}Ca@;J&PRldMP;bTxf-$d;``6LGRFE1fbzRX0^{uP+w
zrfx*sp}fHz${P^m${P@v{x7Y)r;M7kGju9ldIAPbkB4Dhynm0^(?d`yi_YUCi0(W{
zik<jq`+zmsMb$a0#pq%&5~wGKHLdDe<0TmCjG3s%Yu`jYIgo5j4v$Mp$j%~&mhI%l
z?vYfOA;^u9Eg#wYo+U$bw*1q!#4JZ5W(Z^Opc$f9X)&6FL}P*=8JHk?vY%msxWsy3
zg1AJD!yjvO@>oL$xAgSNmgsZCD(iPy4@?WcN{BrzR8Uu5>R42zev~rLDm6(s9Zw6M
zSatSzN>i16_vi%ABt0|KjUb}W(@G+q96Co3wKs?`Kcqwu4Kj!@MM#}tup*PfQ$$VG
z@P&?6Xr7Rim?u2fRQi#W%reeGb`DF#G_gcoJd#phJv_UAy~H96l~cvf(oUEv66X2F
zT8~P7jj3WzX}xz`DJd{lY?BbUTn<6V<)|9Y<0{7`6?*#%R7=ize?ej}S$rTN+}k~8
zwbk&j)JKdJJ$(uPUrrdF7u55wq_`NPqZ^`}`N9Bm_wpQJd0o7RCh7I;^IxTGw5-V_
zCp0Ib21O?88WfQjT#YuV(4n4HRe~{SRhq0y6;JIzenxXfql%2bSw*}g07I4`05vfn
z&Xi$*F;EmF7CiG&RWM~FOQleYfp#qhN(`oqaT0<GWXcLOOqg)X8W3~Tz+jFV7!b@D
z1_a6{Y2`hK)YUgqp0c({eV}``t$Vh_V8%EiA<+Ghsr#{;>7I0AP`rnD=MPqlk&K|Z
zAq>-n0fFY59JBLQ!n2<p%6^?XXObSXH&4>@#a~haI?(R~(H+Q{FG^1l?nhMicA~fh
zJ2Qp>hDI?{?9B|BfwvPR9WzF2$pF$@5JXFNW{kd)3Nyxc)HiMn?qWrBKkvO$^o-Hn
zme^uSSR!T&V+g^XLXJiu*_bj&2&RnhxQ}DXn8%7>%9uAL%9H_iGN>HvD6Ep%<v%#W
zeoBFU*!)(7`K^lJ7s|1z{=byxqU6}bT~8_Iv7VNe!CMM@4M_Mcg{P-*1it-6(WfNM
znfK_6q9^X~jZ?*1KM<$B`6J~X>orM$YX(^awR&}mOuPA17Qlw*qbWMg;aiD8ngC&t
zrtz!9AWeWUNE3LE+A#c>LWu{2>w$I51DbWB#DFznoV=U*5)J-@4)I6c%{`I=tUKAP
z`%4U16UNEANt0->W;7>fgj7e~%?wEf{tw#xmq-lw69#!V>m>%P8Dq0{@^1D>GO&Ku
zX8oeXfHh&9yqmWq8vGe;^LO%YzLI3%|Ao!}n#6!VVbGvABnGSr6JqVkyD9&myH(>K
z)U8@eV!)p;PToy(iDn_5c$NMiT0`L(4l+Lk?c>~=K9Ur5=xNLFOAKTX#>u@IEzywC
zGl~p+Bz3+dg^Y)78LK4*G6>`3-)xp>$apx44CLVCN>a!;V9WT2#6SjNkc0ES#DM()
z7kkRXDIM9X)wNGkvP)*ZPJJ^X4M$SzgM!V}Q8^8V$@RL=GnIbve?w_F{M$Ujrjf&3
z4rVhTw6?)=aA>JE@$0kisiIaVt*xaRm-E%K3NhmlQF=MwiUK7GqH_AJtrvPBqO?IW
zJ&^7#J~fX+?1ZWM5F6@Z`S$vh+{8P4Wj&rkD(MC<$#V-7Pi({-<;pd`6oD+9Z54c1
zJl0(jjx3z^Q*}<lp9#K>CK~f3-hePlA<(eD<by06qS0A61~EcFM?@t?7LGv-&QsmQ
z-n*viEF3qjorSYBS^;F?7zLoo#%Q!i!!c<&4d=ONv`E7-Xpx5Vax_|`;TW`3LGcEJ
zdaj@k(UizYp<3ek2crPeaK4Pj9BDWPEu~d-Q-9}-?#7ek6wB~{oLat}-an=qX*j<#
zTlkFq%7ak?**n*2`<8iQr{z)1&c!i`iCmn@(?mx=&GEoPZ3#xrD^Jt8I7R{F;<S!J
zi(DLo)Cr~QCFwbo&P%+Ji(?c(E>4ghVs7Y5whRnh9&bAsU?=ZpvXnq~yY`#r4-nWM
zJe)VpNjCCs3|2^faZGRL-9*~(jmEyp9&3dZhs2w;62g~`3Qsz$n5MQh_3bhXxMbOh
zHij&E(jlO>{Ov2GzFC!0QvKM*S6H>W(>LC9AKVxIaHlWbIw8g5;_5{KvF{6Wsp51j
z8-vjnk$)Al2KnN%n){0CV4e@BsS+)G^%|d}vgVk3in+;w?5JQbt_?qz;5@Gl|2@sV
zHvCSK<J$1+X?cveKTp#m?uT5&9&r_}4L_$Md~NutWQJ=)sU#Mir>5y^!}#gM1S|3~
z{0l4cGSl5F^88a3t_>#~?G~dhw(&h|S|8VjTig0FtVYZvG`GO|^#p|0xo7E-!z%MB
znV@ld-$Pbcfz)@0ou}*5{r1!K-C;0-BE_M=v5O&qH$3gADBm3p?BuHzI&qOidcv(a
zU7yT{T_AG-i^7r1is{_?cc^ZkB-cr7$6(puwWUh9J6tOvIBuEnciV2^dfIn~t0fhV
zTy{zb_H5e;qN~7nhw6zcdi=#E`8d^!4_c1PQrO^sEFst=e=uF2%74NbaW=7n{~z+1
z=hM^UJ=E3|bZ#=m_Sg{P+!`8S>_}fE7JM{ulp5ywfsGU%?k+Kd1ce*{>c`B`>c>b7
z_W0E$1nO6r!KcC<NI4wJ*JOgcYJtm7VvcGU%ux*kg3%MVh6WhbC_*gkYT(xJ@N~V=
z-acJ#d$&&4+x$^dTQph*LF`5g-x|(#QQ6!484|3w`TR<^0fshHXK3jeGs4ob&EF;&
zKzdGCI&KY*N&@WgFOx5PM{fifZ4av*A~W-u@P1oZjw1{^e8Xe0C6~S*sx)@^Bm_JB
z%j{qnPcE|}7*8&fWz9oj8c%R**r0rBtZF>aw=&9ja$}%xg;j8-a3hQ-9s!}z{O3Lx
zPo}8U{{5F*2?D9dlkzk5coIKTp9wdQplBi}_&~U~q{wOEPx3efI1C;k39yMsb0{z*
z89K6S#LeU(=@m6$MteR4PTx4TOpN40O<u|SC$$FO6*?o*a;CwE^w>-_XRfcd8b7mr
zy~H>M%Ms~s+2+oL;YKL}!_t|e^w19tzf<&up^^j`k@iXm-0L}l=o&bOz;8(^bne%w
zf;=|8E-^R+{z5{~xj&n!$EHh+5xx2`{(op}f`1ZM^lF1EdbI&TKf;Zn0Y*Q1l~{1E
zK0!@HgA?A^F82@#GRCI3hqU@}5`(d+frPO7p1SH%lCLSgD)0-{nlB9-G0{zHLIO||
zLjY=GKu{B08X91(iHF|pPx9H{NTAx_6nMDQ4h@lN*CbV9FiA|85Y*&Bqb3N?xMf9%
zKPqDIM@0+>4uTB`>JTvNfcwL}QZLkDmtBWl5`)%wRYIr^^rcF7Tm0jeRUr1Lg25hD
zFd#S)HXx|NPO}P_DqfnY2kYl%>cRS%nR==yGD|obdQ(Ay=-%X<2q(Iz?5W}o3D#2u
z-ys@cxOmxFknW+6z)T<qK~fEAfa&5M$pjj74r}0?3a3aa%o*g_I2DfUlY?gIIitTV
zwX-P|^M*05@Vrr4j!@bHs?-2qO)ts8wDAk~eM}oGSr<$jD`(ww+Bo)pN*r$oN~(uC
zjjgJ#j$B(wr9D9Jpq==9aD4Rnq?&4Qu;XZJyR0rIl^g+aCY4#ZYm9x-K#m)7e?xU<
zU#a@uBeV3>a*!;-fhZpcIz9QE5fnVNT#lgl)}g@MQed|57|bpCW<!eSAlupgs)L~}
z`_qA0JinX@t#&0|uXdj#9nHC=9!tX9(rh-*ElG(7SUWkbY?kUemy2zrj>fby-)bpw
zm{IPN5O`p3f@qzc86{Iv@gU%#6xa-3f;CbiFrmzm5KJhuX6p%M9%IBX+>HNkOeiB~
z>#lEbMb|eV&V*us(c6X-3!YHYs9i!6O0HB1+8@x`ACL%)VDCr>wEyR9L_m1fsk0CG
z8YX6*Vv3vA;(%QXgF9+rK%B|M0CO!=(M(@6wYpGzDXs^mlKc;oSUD-u$6?R{H>Adx
zNy<x7)S=A7W*sUp#ZBvQ!>)tD9d$4um`4l<8sSf;5ip0`CpE$x((7S8qxX^+w7_r)
zf%a)G?K5tvJ#ohrVsMA{1_V=x0fF{CsI=`um_CBD_4Ltuww^wE&eqe%PN^xn&US+6
zu7l}g6@4AnddWp)Paj7m*qJ^IFtj=Ru$I34;jnZ}9siOHApKHUx-)fLmsC7;Xg|K&
za(BLX4_TQv8~?H8U2^1M(lCY&Y&PWh6RI~h8|!B4Sz{f$CT5KWbLbaljRtd~%o<=P
z568joRk}V4z1G*78Gu!rFsn8Ztmr1O>L=-y3;BA`p?*s>X<_Fo>bEC+562_k#qK@e
z-KPgl$Jd*5^7iSGTlKLa9X<3zolQ?W7hfmSOW!G|J8#|Wb#*e2P~d;&mV4E{7QxEa
zV3r)}f;9M7@;-epfAgU7-75=E&KNm9eO$)6%z;dl_m>aW-%AHp!y-i72xt)_B19CX
z_g(3;3hjmyW~HZTWD<h&RRw;_Hwy2+hH2iDBX}32cYSV?H^0{ug?C3fb7s@bjo{sV
zDtO;>8+!90^n=4PR(hJP3zE&<=0Dy`UEAubY^{!v@kTGmXwNb-SMi^`4L_$>)CyFl
zCtjKPrU>S>=~-9DIL&Tmcz$~~ig6O@y&mShD}r}TdTZx4dGnh~QFy0L)4Y#H@V=kU
zPKoy%ZTOq&&F9K6{GDX@O#Y-t`h%IH%jL^AdtK&O{8K0MZWhpq{;>1)<u>Y@`ThWc
z@h3hW%p5PsmSw(8bW1be;lGKXTKZt-Yt)6fD>0AEcGNL5sduVLl`Gft`g*XcmDQP+
zRm-VI8fJ7=7e7o%Qfj-e_#9A%dn{RC6c-)Gf1aj3l!?yx1~qCX{9<80`n8Pz#3#`o
zeC>TJ|H8MuoAsw(_}cR;{0pD{oywIM$bUBTpIQ6|pDo$Ozvg_!fARUwq=EDcpOZY!
zzwn8{tikjPAL433R?EaUTt4Cw_%6zuKKg~H=nIo)WTI2o9!kI9Wz+Z<o)Hf4t9*F!
zuOPn}h7MYjLne03VPkzcivA!`elq9QB0oAGXV@Vjb~XP(PGl8M4nkVo2mEV4|M`Re
ze8PV$&O|^?&P@J=ER7_N9Yi$rH4aciyxZm}^a~fC-Kjse$wZgFpHHgcW4ZhbNA)%N
z2nh$afAYBo4pW}wr6`uQyYE%=Is}(_KcA!4?Dci_eoBM%<^g5A1ZTJ8A@ka^zUuku
zd$;P(O(V*C-|eNE?xI_w-|Pav*aZlV0@TU5fY;Ycoqoo5hc}j<3ughP=0bp{xGMFi
zuPlQ>PU9u`)9crof5V}ge|?+2j;1Ft=&757{js2CA43nvG5fAIc^6GiV35<03HFrp
zrP<e~2enxJRGXe2<Y#pV40`J6U{6m1K>I#)g~se>*yMCO%j5(GIgOfNPxm{T{kUnG
z{aTxTwWcR9=&7@V{qIwmeR;L<?qIRIc?#lz6kP<)2hZXL&A>3pNc0-`BZen#<BZHV
zP?DTjU3lKtq%3*|ItKa#9E;M-t`1MFr~2;qZM9yUOU)jd5oxP&k2<p^u8`*_E7>%E
z<_BZcrGwOTRQc=!z6392*5z~!Zm>R%UW`6)fntB?V)@y|orV-B(^iK>vNzLcl{vCJ
zC*#%0{FIc<{DuD%XMT0~PZ$0Z;6GFO&+56V#QmuW`DyxBISnfJR{t*5y_%XiF(yuR
zI!qT;e;@J<wtizuRN~rPg$uDNR|*u1{Y8Kas*5j-9i-;=@W-jjxxTBGMCzl`IY)f^
zOfYU;rX2O{x9ZLl5)ix8)PRIzm+H>rC=&ZSFf|1YEmq#~9aCSt;2UCf6L9@futCWS
z(600BkfpOP`j%J$S%B6pNuGH+03}l*5LA&oPlOdsmuQZx@DdtPE(7Q3uqEGdUl(hQ
zB*UKg5u5)Oi2;AYATVTg>RmO|m~6T|A)A9WVM44C*RtuPubcI{WB}H$*sMR07_cS`
zSbz75ub%a#M1wz}4gTN1>g#R&A<4l1H=BRa`J&0dpD<z7t#T3#{)7(kN9<Co*L_{B
zCXx*N8_d_H?;tVYPZ;pu`%<eKR&R+0e?o`&;|x1Wo2#Z%2L`fQ`MZ|P>_HWCqFR<H
zJT5DX=wpW}^HkHqLz=49mcMoXQ42HidOerbCl51O3;u5?#D#yG*RAAf=AlG2284Rk
zwJC!et26U@^|$883V9~@gZY=uC#U|SM>T7OMB!?6$$Wjax`e)xzOpDStw&54mp*#@
zy3F<SakUx?#c*;!8mZ2;+cs9aUY&ZEx?0sgLzOt=EAE{$U%xK<G&7fnCbOh84mMC<
zz3a=e_DC?r8q`v|PWh@>hb0)X275@i0{-?Y?X>SD%V36phYn|av%PQ6*8vYpl;@9@
ztrFh~>yTfMWJWOrJPbeUtKzXfm(rlbq4!9MuO%2td_G?_e4mm(+y&@cX`6yY)rt3g
z)ve#6m1_HeuUSN?T58J&B&O&B(Q+X%<v#Q^H47jnz^RfQ`e9TFk8jqN?65zrK@bd1
zYRyN!cdagx0EYq{7U)BP4ibYyfx!}jLxBMc^r2ERW5iL0bPfIFCUM0xP7@+{5C+dU
z&5gj!UZB%n#w<`tb%r*ocsoLH;$Wzb69)r=jsEQOv?(yaXlpdWHbWJDf6XAI^3_cU
z&IsBr&?gqH7Vx20W7Yn1U#9g>$qM%Uhi%_~NDS<IK|)~P^TGoByciSQ)Xc;jX8tvT
z6=C%IVhg2%(Or$Vz{0SZaZyv0DQ+bNb~dU2I~x$#`SnY_s+Ivp5RubG>Kh8Nu?=b%
z+kn8>uNcN|q*i?8+imretYGZk3$-)%mKZX&{fKOa1jFLPT*kPcDQ;>E5&@IXj^ITY
zn0!?PW`#@2>f4b5lN%L*$qfihKIB_p&@#c}f|b;TZ+*?J{Zbc>t#T2vYa2yj?Vbyz
zYd2D9-}|OnA4^uS_WQQA-<KG;_GJlyp}%vP;0jaR)X>BohAyzk?ZJeBq02;IN-r{f
zyBt&8N(u~Z)B%PzATac=SA2CW0}N}Oaarr%KlvWCdQ074tsaZCZ}yNFSSwvZV6CC9
zdJMm1J%~G7OAS4**LPq;Kp1Lygn%V30V{7u01RcQ4?`Ic80w*4d<`rE3`2EY6m~0|
z@!qvSpR(3ipifz=(n!j$-Wl^6Vj?#GO&f<-f2DP`fkTAbqrXvv+rMQEaeeibfD}~M
zyi;0dwQNye_4{|<WbXyCi@gMEQy5FHezVm08@@`#M%r%|{kce;yiT!hH;9Y5`1&vN
zm5ZB;LXeJit8#wCLso&s!fg@j_T%rq5&4TRE~w6Y*SD@!QsS`!vli#E0;{lCufYCf
zN#PaPm3#UQ^A?~o6x|l%ak%k@u9ceWDP1g1s)l92f2mrnef`R|WpbSCw&PzoByP7@
z9}-{VJ=lAE20M$Ezez(f6j^^&bi-FvD{s)2VUQzzE_O$;NdiLKq8@#ZdV4R9ZuF`;
zx-fGwTfB-o;qe!1JdTQ+W*^QBrP=!m3EJ%a)ZOjXnX7%<T9YLXw*M<J=`Ph|ev8to
zWPX2z{IjSPPW0+q%X(N+q7`Q5)e1}PR><Tc;a0d-secnSw}8K~ce33S6C9SJDWtk+
zis4jWZi;7^98K{o|3Xtdn`cwph)J{5>_YxIW_w`U+o`ZW!+O<`uA9O-E+MCS_z$YN
z^>-9e%WJltVtp!c*eiXs7+0&__ZF+pzXg(FA_%TH1lSWv_NdrdYG=JC>ZT_4_LpIC
zh1JF(-HUnbJ&`P;_e95pZ<Mt=BspODC1erY$5vUw-f@SzZu#pZo@J$^FT5zV#Qvw#
zurZc8zB#=?Ru^Bas`7Ub|7&g4VUD4l67FfUJGbwaRn0#^{axH&!m26pxT|e1A#08g
z?Nx*Tw4$bJ;;Qy^9sd|BSrTEiAGk!1_5&pbH-%#*gokO*Xtm~=uf59l#5GA6&sZ^I
zRpI~J-lmt<#2Evz!5IUw0l`2#yS~4%Wq^4grl)&JAnic;uCp&~m^eZ)Eu;NPYn#*!
z^~kpCku5QpwT?&#>T!tKcJR)lA{+s9j0y6p3bGK1kh2gaBUHo?hKjt@bz*<Z0HY$C
z%!=@=;_0Pf`1n<uC3<FQN$$h1oBSn3VSn^HL3C^4_He@QBQmYhONEmVRVW=%f}s^&
zHz_W`&?-iq%<pfipuz8s20A5CQbU6l1koBGR<W-n=v*w=oq7#I6(c;sbFY?jb##SN
zp6)_si>2XO;}+3yYFzut4il1&TSRI*#GcG!Lt#{!$NFGYnzuB{1cB)}ZQ-Co>QZI@
z<55PXm#g^aS{r4hFg<4pNI_M#*?^wZ2`^jw1Q_ump67JM`o#qk^sl*#>s5_2inIB4
zE_FtoO*Q;YLSv02)ML#Wq6|&`Wt_3*BbJP@=7KtL-B&^Ftm$u;xRarBs97r&^wjdN
zwZ4%M3@Nj(wd5gXzS>jUU&#7O;xVNBAtCUA{}Du20$zwQrQ|Xa9UiJE{KIQ4(_@My
zF&I;7NC=jGRhQ|ldM(C?PI!T38{-La#du<HMK?4c&Uj*gv9K$;OfTgAXFJ}1m+I~|
zRH}uF`U#>dn)A`%7OG?Mj1+5%i^}e96C@bYPrRI7!!p2-K2}Tj_|>&y)a}xiCY17$
z2Iy`ZB@<|%!WzKT*-uvNZ0(g)xUg@nJZ1e2)x_Ux#aodk+qFzz+wZg`D^oH$ozd**
zbkcP~RzRm~y-aty)~p6P-Ix3eo$gC&9gY(=R%PgPy?*Uxsn_rH&x_LORy3!jz#p<!
z=ybmc2p#ipx|=&)raDu9M^QEQz56CwrIwT2kk4T~5W8Hj2Z}9MYdWPS#ThKPDT^)-
zb-Zz*J|}5(pZgDaW2n!G`Mo8JL!axooagrns%L9|-Nd2{mYwbwp|^e;^5xe4Wmb2o
zEsk^2HuSAx-6z2~Q|rE5=kyo_=uEAfYSKTMyQ*!2m_Y+A>mFGg{dK&Az=_5XMAsco
z)V{rcq_sd&UHWx!FVAw_UFS#yrcNax=&tL?iWLTqO?aF!qPuqF{~O(P&T`#d4X)^}
z1_T}E%Z~mAmH|eGnYA3<)iXv_t?2LK9Ywb1$?>ez3e`MC5K+zZo&CeDZ(LM%Z~an&
zA^boWe-q09L--e@|A&LSghiv9#;%}hhWrkqixEVNcH(NPNh*Y7K1bfkiTaUds<c9P
z(TXed&{S*%=0wjZ7TijmDOtLhtEHO{?NwU%Sx7v3D9ORJ_#D>~J#-N3f*v|(MP5C$
zWe@)fqjToc^7}rIH9^*cJEk>8LWt;udZgFLk#Q0XeP*u+bvCT6YlV88B-A}FgD9i)
zxOFTDJ?_aBdPO~{53Q(YGg$VxQBt8vo<Jk@)4wYhQJ4Gp7h2mSjwZbB3HQ5;=Qt#K
z4|HbG@R-sLkhYlAxKtaCHB$RhE7vId0%Kv?7x@=V`=T~&yd3;ck_4(!jSJqT()yJx
z6(_GhfbKd^zlktr0R^t^YE`o={jiz;GtB&-5$*O1T}4tPlehFd6`SPWp~c!>3BCpC
z;sXIp1?SlTOa<u%>U{deM(;7()AVPG9i5TMkY!WCkr<52#0_R?VuDBv5<~aNb|l6N
zJ!au5C1dzHqaoy_Ctt;8R^huI+$vq*;{Y6U^yd8!w%o_~7xq_cc%sMZ=RfS#7?U$t
z3Gx*+>D`1m`N^v4bZYb7YSCbSe|1N%^0Dg2!TwaM&`P30weziX?q;q00-U>Ni2qTK
z0n#_JyHotHnP6;95BdBrTdf2Gg&WyU1|)nV+iE3WyV*Cg%>@lzD1Sewr|MTWK*v`>
z|9#dVfz;Qs201&~z?Js3Y^Q!hcUxm*0ZefBQyo7TbeA<lVsJS~7+elsNcGpSmPj-%
z2MLYK!Qm_Qz3fl@hjy{DB^mfXY4hJBG2l-a=W_E!i3Wc{hxp@icJ9DnKkGwD2L5Ml
z{$EK9_!H*jpkQ0;n#6!LVM45NZ(8y{9qDPovzd2W#U2rD5B`N7(e^1XG2l-a=zn6Q
zzlv2$q9KIPAt8A9;mG}dztvHafqz?@e;<hff5L$O?B}~zvHTJZ{)7(k$8#Qy17!aP
zBpLWmwE54M81N?y_<#Rp%No{di3Wc{hxp^5BZ_BXFjhCl`jhhyAvd$eG_PVwGCdSG
zUa5!T>>`0)>fxz@BKH!pJqo|fV)?(J+g|={o_vu5n`3iR288;jbKCo>tO0I&-+jcs
z?L93~IOTf#5u7!uE#sP(@_zD&K3{|~SZr`@aKpQIqW_%t)kpNb?hnjH&JrgiU)<|X
z93H%2{YQeaBYJjKoffK7*}!@=W0JqPWt77e?lT#|hrFIu`U<zczQWD7DkRRn!ZnID
zebB$eier+HDR9v=>i%GFtD*#B1sJzVS)+o@A_~+}``#n(Z5XY<x1)l!%>uZFb=0!2
zVGXrVo8r^`E4*Fvs!b7nx@r`I@!rS`j<kkIRd{wybOgpkDG7m{76km>3@Pxgy6X$*
zhwXU~bXdejVS(H5#t-@FHhh|tPAU4mtvM2c?EGn~bauW$i&rVutkU0x?RWN`YHHux
zLyD><6M|)3Ocw|Gnvl*j>3xMU6Nh%PcDQ8OY4RlS+LAzrN=_~8q<CpUn(40<jHBIO
z;3MxbSfYu_jwxMAl`L4GSe!wrEs{HLu79e>dQ-}D*}H5MW8t3tGg%1h)lUe5*+!oV
z?wJ~V%KA-G;WX`MstKnA{wy)h2dAt@g*#(kQ1nr~FDT9!u`iHaRUZoyYh0JrjNm~S
z+yb?Tz})$$zAmf!s6Mf4bvsgUSYT8DyAK0`4M6r|fqrI9c?00Ns!AQC6?l^_o?_k~
zSE;0B{x#M(sTwRbnp9#-jg}Z}p5{vkj5NnpjfJ<Y262b6Hb(Fw42-oa0<+U4W%un!
zfw7D_z*q(Z-{EVwA&_8J7Q3a9kLoKkG8CWE=AQmvW*d+7rBn{)x?r2@g2ceFvP(>;
zVf`k-u-PxJ+FZY7ZAb)cR${f=NeKg+RdHiHiR#(}e>2r@bAsg!IaxKPx~VG@KiJKv
z4D4n=;AB^)4On0q;Im7DJ*<1AD!BJHXi#+Gjm(Z_QH(_OvuU@}XsW-MH?;iaw>nJ1
zd0F(LguxN7lZ;xe$G<ZfRqLxW6NVO0qm~EbOhOV}-Grc_&pQoGU-N6MI?Woe)><uV
zfp%WGT21Pek`N;i&iJw20QXLzDBcM3Kg~2ZH9yHfL%$@s!D$GChCb!Sc;1d8>CEj&
zLPM{V{Ls(_1g&*t?tt!=0mf)TN1_wx&<|G`b|+B{Hv3<)3a$}u3fp<s=pn@;F^=&n
zNHD5fZjCuSCNRZKO-CZwbgI`v?LJ^bKv?bW2mzg30=nLg08ine6=NhT7|f{DwXObc
zmI1+QJ5THmw6pG)MbR@%!W9GKRPQ~3`eu2Yu1(lROQjjIJg==xLb$iV@nqql@IzN4
zRa%!i!P+dDp^-M)jkHl>Fzz3a5Eyo!%Y28J;->9G+~L}9NAMyH8tJnL%qK1>7j8!i
z+}fxETFHRGts56juW1?JP`p$FE8k<ng<)!g5T-UD7)jKc@RWi3u<!MJyLw3JV%|?y
z=~J+e7}mvHhvQIr?ru8Zk&7k8pOW(y_tML4feQTZ>KsZvx>st(Cs^^_1q3T0TCAyS
z#k*GYc6m&HA_z+sd|PnHN|n0TpV*fnD`Q4xj2}IGO6sVL^as{u7WWp+w`5)BfLV0=
z%fHR7kh1`^zs7fukg5-cukZD*vxZBsYfWc=doE3q;Cn&SBm`@^2MB`2Gk;kyQC)m?
zK&|{s9-}V{-Y8XDHQ6;F!CEQH;G<#h?ix_hiddal%OoLd6z9~%{-)ic$Mi|%1CQx1
z2SpG}k~|P7V^o6g7~-Wt!p*Ry>mAj-8;L!CI%p$v!8zLr{)Kb46OZX5%zV7FMCiwf
zNA!8l=|j={LH%?h(B3*H^??(7C?H|!llI(O(R(HjCn!^_j~#LI@+0cqTz_M++p#~K
z_nu&?+xYa!;27(g1Xq1EFy6W@A=vd@drY7E8?>%Xoc-mwE3z>Bq1;;0``{1p1PS{?
zLe`0)-MqEes!lKXJ6H`QajAa<mqqb`x{~JX8-W^@0r9*Upd|Wp1LCc_B_Yna+pJYd
z-wbG^nw%aQ_kZHt*-FWSY3Ez<!!UK`n*njAx@XS}?PE>IgK0yReVpcs$bMkdm|LQ>
z<L364{A#LsPls;L<JY?Tf=yIP3PxWr8W8tw(s4o!_tV>f8eXy{x<VUfg08TYf1xXE
zU7J@|$bQA$6>zk9zUBQf>idbMN)|XuOw`_I>9vJTulfsHFGv-+d&K1mNJyd8rvj9t
zvo`t=S!QsraPNp1Dp_1;sN~;y4VCsM2M-G2x*I)uIxyS%K!S7r;eX8fOhV9&K3J=}
zkwNR~M)o)S&dS2*M!!o4y3ub0ado3&>vT6Nu}<{4Ji3u3Y0!-fh|`T~NkVj^#C13A
zMh2g#oI6|X@?aXR8yWnZZe)Pbjr!-oG|z5iuyA!F`<sYG=pZ80jed*hMmEtevT@Lj
zj0VJ%A|1zWIQrDpkUOf=?(Wh-fBiCvtUbEXBL0PLv`AGwM8jg_gtFsw)Lu0HjK8Ay
z$#tsfyTQupk$rmgj83yr*e2vRyUqs^JnL1}z5Zr;j1kL<GK25WyU#pH%tC#Jf9KU_
z?5{K`AzRIxHMohY{2pD9<VrAB#yCVgF2U$Hx$9J&_bCF)DB$Wi_U8`|%EIV4pG!#6
z+~i(G2;lS^weJIejr>2ZqxV}&w63FWeBdu{{YMtTa%97Y1dberf0Bf}91+8?{XxYa
zg#UcH&OHp<L?25&@E@Zd@E>W!u>Yjb&8Y6pw_cCK`PPRVs22Z%1Jzoe*EqcToPV*o
zM8$_p`!!0BQGb3FC|RIAF;SDgTw5;d+qA+~M`js1B8Eq`6_AicPrn;X@U~cwVR#Pg
zWxEs=##@-h#WJ<gFuJ6}B`Q;zE7+A@LWW#yAW6#0#q7^Pwlb8V`#pL~=zmiN*HN+O
z{X47_fmN=BY!|&!8!SoSIO8M)BW@-^gy&rOBv>>5?Dh6Sw*9BU3f6pCrs}tWRZ*N~
zj-+v|VeQX2K13~=OYd1^u6H|(O>n>D0f#a4$GmNtMC<+87ycUF)waK^W+oVL4)ZVg
z%VF&=339~YO83QuMPD*(xe6+~adIc?m{fr_!1C*ta_1BBRr|`LJF%!$L3O%&%t!n!
z$*SM<YGl3RW+lEQ`6f9NXS(&hd(7)<+{NH~)~Ax%WxpP}F{u!~Cz*X`a@{U?SD`+o
z<Jm4`fBDi`FxiDnrR~p3YHct4K45$J%a^}M`CM_K?bY?UNncT{q2<jI-NmKky;{ku
zwvtW0_1A5FOC{|>Qb{%8>)<f;)3^So%zljZ)RFe7mb!e^Us|1+RUv3Kl=^V@wdzVp
zzY@XI>a<!Lr*2&J7gno(ODL^Ye?BhRx?57=BCunYj$~?=r6ZXnAGCGbtnhu_5H+Vv
zFqYMbQ-A;HFQ&?kX<o*ZOndE0-WpVdqb%rZuXkD8>LHtRGz-T7F)2%ZcEx{RVq1pD
ztFu~CKYfYUqh(Pw_b0m5o*{A62Hn(;<%4gBs~Kxel>`V;S|uUq^D78KeTOQA5T&`F
zw0ppMN>bstWlNSm6Wby&2r0~!5FEE0q{?!P(ox2UW0pz$fBV`{-$f8t9Do>HaR6dK
zoCj15FitU^%+e#tiYy(=x-?4%DP5Clp`up^A}adTul}G_NRdk6K|dV9>y_Y>zLa=%
z_&0xL%K%^c%|F;GF9~t-V$$##t^tA0H*B4+I65P`siVQ|g_K@J2%uGVf|~|PBCJ;5
zA&2GQrbzqtQ#!b*kJ3hJr@}_^1k<|2NE=~DmEIN-jld?7!GTR>-r*t`QkSqE7*dz0
z&KIMu;Y$APUv2hWB;tHlC=jQn7i-te%9eHEP8<8AfY1k*znsuoUA^I7?p4a^Kwdf*
zx>6)iF`R^RNU18GK()q4sIWPW?qPPaJ3TJ=b2i8x>m>={9FVM~X|d|v?}B%#DxL2t
zp;itVQ=z~cM5I={@MsNH@{gf~t$)fgxF`RI68GfqlbL4(np=mMEadQi|2%Y*_a!3Z
zN2ZTS26$vzDhA8%QONr!^9z&0;{WAeu=szYSR5HRWbwkPc%i_u=w?r`if<quVTWgn
z7ZVV=%s)B>7EjBv0+w3+zo8Yp1vf;PzPh*i1~z$lRljJUSmRp6!nAt=GnIBPETrfx
zoRY-`&a&!DFcNTr-v=|icag~a1M9^|EX;i824UvT8?>3LGg-*Y-~A9A;jK?(Z00(W
z0n9A*fSD6E==7RlObRm(=U*`M@C{Mcmauc$rHmN$-`K!>)6STfUML<2TC=2NOh?lN
zBzJWQ`WB$IR)F-QhmUU1bI*zm`UUS@5fo256o@vFY*C@*WIIZ$;b@Z~YC~M0vYwM9
zoenpdBHC5VNoQFk=A=(Hs1@;n)``m*A{+BTsnw<Uz{l1l3BgP>x7dJg9Dudax*&0w
zgnpF}9-E8&Ob{CAC=m9Vzn1D$eqgRu>T!}9@>I-0v5)IHC{|)H2i24i%t6&2*K<&9
z#)vuS6BZrv6}*#6Trme3Trme35N8fDz!=Yq5et5kuJGeJMdoTna*UwV3Hqnl`lm<?
zt}G@=2=pKSxV}<qLuEKeX38z=LEKRfgFEVBKybVeEI?PE1{n1i?9>B!mjxcz)5g!#
z(fD&&SE;XX0Pta{F52$^K|<}<LcO%1&jjmj7m*$R`-TKVnYm+Ib&8Qt=<=E^`@rL2
z*_b2$BPk*KCxSS#Cw|?ot5tZT@Ev_HO8&s_ct^H>{*8K$%(qcj_9sUm;`0sn#Uv@+
zKh)(gNm64W`nL`1h_R#%D}u44&BiEW39eF_Z|PG?&5aGlsFL5&3bNjJ?W(FXcLqAB
z6EF9Ok21bw*P-LM0kVb|U+$BTrrGpPCH20=s!FGg#nrxk!|qVoYdVg%G7T#F_M>;?
zMm^*VBRlX*tn(u%9u^e*66?kYiY$i$FR|{ApxEP3VAzt{!iMP^#jtg}aiFFiwj`Y%
zw(cduC`;*cEE2=k#f|DnlR($RbcV=btGCn&OX=lJ2QIa~m0(<|U1*$ERQ2@jh*ABT
z4IE}&l>|7i`Ic;TI=O;bl+J6qsR=n_FznfezuKamWqmEnV*o7i1gRDp+psvb2trOw
zR`A>vxMbCn1Q<MOJ)sA`S`vddT{}t$29I`6=)tcuW5nQhkrgopKjMl(!{AzVUuvBg
z$&|*vUY0?EE?S)m)3E2MqE1!}G{)=T(_}H|J;m00io{^hTPY#Xd)X6u&>Ki)c+gwL
z6gSnMxI=$~I|e-iqQ{wYtp{2L7`2#a)I!~t)Ov;Ws#FctIBr+txWr)YIVT~g#)qzI
ze0sBL;5!m_Eez(Ug#p2Pt_B1Zc+srD@mj&bR*5HtgP{U3Pip^(kr=c?bqV1LP=ls7
z2<TVZLrqbWiEi2yBmhle2tXwaNawo2#+Cu$N_glLnnddGj4DqkOh1WF=n>g^LQerj
zpU~6KD5)@dPX<AB?>XC*rry~u0(<J2A;Acy+A=RW!7{*5W~x>Od6^kchJ|DP*(RAl
zcurWjvq?KDsW1VNA+bq|=!5iOPgEV*nfrz097i%HB4ZfAL?j2akO43ekuXd|1KIO1
z5nX15FcDp*cH%@ac>t#GaJMucX{nia4W(hPcVK#ynaAowE8Bvbgll2u@d!xnr9Oe4
z9;>1N>6LA{O?sM%r&L_d50izUd)y{50bK4EsG=tTNv9`(Kc9>`0d!`Om;iciQWui~
zZ4=`dA}4^qWvgHUD0yF(MOKnj7RU5R4@;3?4Esr&^ssLfz_9;Q(INJ*e|+oOBC6P+
zfw5L!SsugwbP0j)JV+37T&jD{fV9W0M<fBd?Xpd}+b)wBblV&W!ML-TEXe0BPccUH
z)t>x+W7sFI=&J@-^i>1G!)De~t?I`}Q5bU;6N3YTyLdL~&M|qD?wRK$Au4!|Ai9D$
zUAphWeS@v5E-JfwUY6jdDQPV%0|L3<ZPG)+IY%&hWx35%MPovZCx{m8^vVX3ihHH!
zu&UaTZqrK+ZC%!iG*g|;dTCg5vz8jaIb2=zNTY?(Bc+Fh<fBI(rWU62ld^}olIW4C
ztPFZ&>gFgt66|CIKiCai$q7p}y^q@YN>w=;6YR!@*^P~0mw%=1;6J1XPDM$&`D<9<
zRcn#74U%piF(Bcjn?;*B-N8<}nI~xIf~j<~)@ts50~=NR*qIg8jb;Ois0yb8F{<>P
z1LFBtG4(}8AlBL{O6hDIgAcb`&Ssg7b3_)vA??A<I@{!Ri9xmoVUVqXY@81y8rd3z
zMz+R2YFqxeE3$EZlw@l*rX+c6_J2qO*nelU=SLE)qFaR9fjyx^?44wsYLX1<SK6Z0
zZz3_^PZ%WQbdVUZCQOL6D;Z~qqy_&0HvbHX0e`|c$v9Ia8bSyi5)w|vQJ4D%5abHh
zOKsL0Wm&K$jFX46Q=-9|&>_}N9?nTg2L3PE{7*{^_!Gv-!}(mI!Jp6}{@7wf@u~0(
zlbnAWIT-SAB$=LIW^E2nFm@ge5!-W1Og8=E|Az8#__ulXMXqa3I}bA;G&o_}xiK}c
z+$zbeLSUSI{oSs8Lv?Xl;9hTqY(4-hrydUaOIrz&5XWHUv&Au3t!#Y^2GuakZ`+)k
zG$YW}<1Lx36LMNH2RReQN|to}6km9~2U#F$-0<KftD{8YIA{F#)m!MUy>w=vxMh@g
z5_9@y8;Lo6!eZ^j9HST#bJC<FY`&0~GfILn_oij*#2j}4J27Wwv;s)XF$&;L-BHU<
z%rVq*5_2BQt2TCGj#11>%-JSY;hV8UN1&aUW0Z6fbN1&Y&`!oNiiu>L*Q7)w<Gdpw
z9K7p&En6q!7_>;nxsa`c(OWefk)Zm$Jidq;_fm3<`d|WukQvmMI3ve^I2k!Vy9C-9
zIV2SsIgSPFj2u}NnUPaChdoGU<QSAZHS{4X&Gjeb?q3!Nc&suxq8A~&FHu6^J7sdz
z#T9`hlh)-5b_$P_rjWwZR<gsIrWHXjMTr!i!IBCqxBfYL<<?(f!cpWZFjkMLSh<bL
z(JQxcOe<DyvP<h5GvbQC<b{$ecn}7G$?GF9kLBoX^<2`3x7F%)q+oq$=#KTF0l~H!
z**gXpE4BM_^qFYy9G$uIj#LW<deb)0n-YVi?Ij68<u16Y@YOA=K-^)d>k+&N149+t
zDm({L3U4(HWiiD~n}c|jx@%Cy7%2pHGAiXH?igU$=^u`rMB+|osT-`-eyet;_7dYH
z?hKY-u8ewRdf-l-P!nqR<XcvUgurOy-Q2u{fzjqfU}m|DHt%+%z`Km9z-k5r-i5Rs
z1B|qtr=%K4PB3Ut6lpsK*h$-|G*|aNj&4v$+c5}{wqrn$w)4hTJyMR#33RaxGzqM3
zLeRKvwmO|4oUHSc)E#a6gWa}2NKAOBunIioc2v((rlS^Oikmtri9pLHMDQXETDD;X
zrk+bm<J*yfmNhDZmNg(~9^~m5V3_P%$7FbJ3^_U@q;4=-+Ecnaq)CipvKbPLzCG2c
z%)A=ujVj)<E+hdKTNA;GFtFIx2+S5oNP4Z?6as@8)quea2=a6ch?A%Dy3_()!6Xdl
z=@?)fb0AOWoGj1NrDYJpvkeHEDfm>_v(Ze*()mlWLNi^ro9Vj5V2m%l&E?dd5-MqZ
zpo2FwTE#QLO?{e}Qwz0<adYw#0u9vGjq$WHWwgH?87JGORE&}OqkW7T!J(0%V}P-q
zr5BAGSgD34Y-EEFMm8WY@~@7OaUj|=N1sEqqFIOU<L=7Q@1Pos7ThU~-!ULY)j1Iu
zr<xrJlr@*@Q4@8ZkqYvuUi=OL!Fs1pww<VxvrR{#V|9Y?$8DR{52peZ)JsPLMZ7WD
zs>JC)*|x>KP7E#oHg`$H&EAsODLPLHc_KyU6$y5&rtK7+<C26T8z&eZfhF7fM533D
zPKM4m+hm5$50Z(Kp%bwJv%ZyttWasEDt3m>zu3#{cm3YqrXw69h|Wkph;TIO!RJ5m
z(k9_HK$gz+Z8{|OI&;ARQ049P3+G9dx4X}iVzccmoqA*777HRhLZ|AqWG10KDcqpB
zfP_^*s!rqWdAUKAR~$D`on8r45<4I}S*NLBE0T5kNibIP$r6Iqe827b6xN`1t>*1y
zoj$TKVqT|82wY<dLBg(~lXVtv*I5QDBr&oKBHdxBq(Lr#0dcYnwn{==2|T`CWEuQl
zICr*=<iWJFbqjtNv5>4|sEaIvQ+Y78vkY#*nOh>x@pd~8XW@1|bWPdr?hZD=L@5;A
z!Du{v94cr+jfO-WvLq699%lmd2G5RAZ}9BMt2aE;f_g*jyMZXZ!FzNq5*gjOI(INz
z*+1gS3P?yN<m!~#5xsj<3lEStPt0*lXeZ{x2}vR`r<nvJF{h1$pvyGdp}UMh>*_Lg
zVoqaO7+oe=LeOOf5yaJHM(xmDW}GC>qswGU8gv;0;&hpXk`P_yp&d8vG6tWhoI6_^
z^I#gS%NYEeE@ObvW%lL4G|w($uyA!5JLhKP4&7x2?QnM)o1niGiY{X`9%c~fG<Kuu
zq#Q4q5`E?&=7K)+75~Bv@>QOFCh=1W`Hz){Jy=dqMh^0R?aUnO52+f@BXR!|kdXIq
zdXD$!Jo-rmRpm2h8fkm;j2x%4*cmzh72-rjPW;oN|6&b{jGP1sMvsYqT4&@K1zbJG
z&d4bx3!}%hkr4ElmIQHnj84h9_i34ubDu2Zq~t^nw!I~xYyDwo+w@Q;UkY^bwtU*{
zI5xhyWC6!9>Hx=)1`In+I%neqpVp2OWG--=1^f$+v*78x2HS+M0;^5Oab@FdBqmNa
z&XZC_IM4<G2^kaFIBTDdGSC+JI#AsnXv?%Sa&4X`K6x!g?OdDnLX;k9kz{jNf?Z2d
zJIUsNB!MryB_Z&IHwYqp0ZBHWk}n`z97#4`$TCQ>iFAX{B#p}r>>QeN+6~@_a046v
znq&btFx1DCD@_qn8#y*V+FtM@Gl3Vx?F@NA+)j9b$g$xOBU+A4IW7~LPx&yWe%T87
z?bLEP%Gjcb7`GVFa%}3lS&6KbnmgS&HZ3JJn@=oR>~t9_gdCf>{XGTLkKYZw<Gw4D
z7?Ym)4t?@~zQ~zJLW?sJ^{_K+bTW)tn<!Z~{iH^03ZZ}Rop#pEP)X!c+fJbAE!7S#
z@|5qHS(bwKZ(r|w^VD0VznAP+fBMFhR;j<zCmdJC28*jtUm90c_3ON`g}RtV@An^F
zT_N7==Lm`}@!QZ?HTzGx3;wox>wB%GvL4*MV;2fYL3MIf>z=u*{~IXev9<_=O85Da
z)X9%&bJcH3d_}L?sl%jmB@N#qdJdRWxDYf%a2L$l8NLu4q6S<K)X*U(l1|?U&LP5Z
z%pooVk-qaei$%!E*E@O7TSle*9;lm`#b9~cHczUD3qbnpz;f$H38u#Ersfu_hFi90
zRHyV-g{<!-0U}7e&xrnl(c}iv=&D@u5BbbWlms|}x#JmqQg(;LAabp#gy4{@(KGrU
z;!ehhvzM<~5&LRUoqQx1?|DWCkQhvHE@D8OplJh)!;P}Uf`g{xo)JOQqoqnvKf_i(
zLt=1(G+RQT{>*3ev1m6c!xtTMZdMHhe-n3{zZu+74+DawAA+V0FzPYPsRs^eN<O2P
zZ8vDl;X|4~sXubi^ea+bG~IE6*iCoOpt}$?ts4DHA50U09TxMxEC)p>V7jAafT744
zTk!E`!h#VS^S5LG!GDAWQ*6vkEACn0R9I${0TC^2v^xw|;#nOMV?C>D`G+G6Au)!_
zVg`}UAF3}xVn_&5in_6Wm_fR+B3MUsQ<uIE$h2^Mf{~#n#s;@W8D4&@Gq8vnT0A(@
zN|lx2k;U>0NG|08W_qlt0;I#!CO@mg)5cT%I0|}I1jTYe!BNmVA}F>x6o`U;IfCMt
zLxB-Vss`JPdsd7{lv-F%k4TbEk4S@wFv^JZFBXXr>GHFBM4IpIaaZCv2FnpCS*nH+
zDXv^_zV(X)=adUBwf>Y4tc-sl3vukTK}#!RBp?1@U6TbcW>wrp!b5XB{I5Jg$nmMN
z2zG8E3DD`A?b2gbGl@a4b1w<uPVecV*4zk;OX$N0F=Sn4JwihkT$h-luNzF!*9{1Q
zoec>0E>B|?V+W`<*o7er5zh;xLU_&H)_smdob8a37GnTd_4UlNeg4ceD#GK{##`25
zj$H?XIqG0Q^f1Bk&ITA2nPpaF(hA>E>$Fr2E%3Hoi?<~Pv&O$91TApMsYcVkhBQKZ
z-?Sx&Ia<PCj#?NH#5)@hRNzgs0&8jo7g`mc6F!CtlzUFQP&tXgywO-fP=N-jYU!Yk
zcMdg0Qzp7;B}f1&VF*Aa3<%<#4G1a`50N_FncRtI4o_WOF@znL-=zofGQ0Hb@qkns
zooEt4bSFa0^D-BKJ$o#YU?=9;07D`A^ex!{-=gtMQj=nWUA!b46UaWv1G0CAWjn!@
z|BzIeMaY&2d5-9co|9S_LY`k1f_H}nV=^(u5=<s?+zM46lL^VfWRk|-iOJ-DtPduW
z|EZH!&^4KWn+(hXx17!TJ@~mfc6=rMu-O&d9b#8-w|kFE@s<1@e4(l<>6M3Gs#KD{
zs=C-LxIG>**7nc`0rB)+G9HGHUui!KA5V{ar>C8ZuaoJG&!4aEymhnb>)A*6t7>ak
zseLWz4YjH)IW&IK;<l3aiB<T(c>CdV2veES?#+mYc<FryKfX)54L9?P*_wHy2<G2r
zgZVwoe5I#p<VMHg&9OlA(eIU>X6yKy-)<S1tJSrw{591G8IxB-Mgl6(E_wxWbB3fA
z_EhV_Pd?(6&Vl@EF#j3Je@5}2hv<(=zcQ<#dbn+{N;kGQ^$F+YgG6lveu0yWAX>tC
z?!m3~Kj|`_v{tDVf}x<tO5U>+<gn9MrJ^=UvuH-K_08cse1s<);9rOM&p-Ij8~o=}
z`s3(Z%huP~GurxcY=NV%n&VHc+_gBHDTe-Vqx5B)_kGa*hCrQ6MlQ>oM1PlNPUgQ4
zhCe94MKbXwKe?y=pg>i6i9Y;6f#vOj@63^J_Cs`IvScQnD1U;VAchZ4W{aaSyYM4u
zc**Y!|H5-_`}v6=yj-=OAA7-bJT3So2|T0nJ^y->|CHto@~ix-2LHnA3Ud^vHY4}D
zASY-dCwU70LfY!RoVSEbus=D1A1MK|IH(e_o8R(jB>ea+n|LtSH;1pqaD&;HuLN+3
zRf>-Uaa{j1|H6UfT0Xtl@N`4^+nx6~HTlnY{?nWP%;7)S4i4t!1eRer^k#I2;4<%m
z-D=HVUuVx;HK|gtte3#-A>22wJ?o=4YgVb<9fNmxr_)oYyL`*Mn{4upnw-EOr=AcZ
z|2!@A4(}BTZe#AbHu*tKPGFEz=L9*$z=8Y66uiOQ&)VdtG&zAmPHr0_C+_9d#=C>X
zs_}rq-4$)hcFV}*F32D>?%>^O@9@+nrO;YvC|HHg6|N3XeaE^^w4t8FPtDw;&a8<m
z<oT5)H_cCGq{p6o)vK^iuPiWj^!SW*y?WT^Z7a&ru!d&?>1-vZYjA@VzsJQa>z;ar
zJ$ra9-qbr@v+`19zv~uEsLD-3!%gPM@_YbOCvz@qvXTEB<Ugl&s}lF8CKTaLMV+Ue
zdj5+--BthB9xt!v4(?q{U6`0&T%GJ5Ty8ZFOKr4AAq1$(6?(b1sQ~Bh?h#z(F+lnX
zb;rHIZ%i=GH_r45p0!2_2KvJl;|)kShJNH84pr7M^wuyzlbhWqIKX2q5Fi~OFNrY5
z&EF#f<R6y>5JtV8YQ~?dcv@l*MokzeK>m<KBaE8R2%}!JM+C^9l4Rijmd*b&i2;AY
zfIlMSzn5t6Cv=Fv6Cs~}Z^#d*MZo`t&A*hyfIndnAzxWyz?v{2)~*QoR+1L{oA1^3
z=_WDYPZ;Qr&s7YRXb2&6NJuzB-Wn&#z<;#O{~?J1f5L!2K3B0!qQRfgA^uL7{8mW@
z{+n(7`y>YZ2?PH4T*b>04gQ1<@y8xCif5^lLx=9qzlc0+Wsh-H3<uS_&mbAPK<Z5W
zkqV*<?KxQ(|2GsI&%e#Hc5+*DCz{FtOw82s*omH**Q>vEP3n!0RQ$2m{z%1N5`}R1
z>w6InAJ>lFKw4RJa>mFJ6UL>F9=|TL@IL*)ipyLCn?bG=K3Gw1Sn%K8YkPHk{2lvT
zT3wMc5Za9oR#aiSkg_<j%N`N@)-tG_X!yqabToWB{h5kJVIg)jyip9%@SP=pCmOz|
z1Y;B4d7qAkcNegu;r-DHAR68%fcq>*Ejt?CP%9J-AFF;CzN5Z+XLN9YcS>IMvg6_n
z22Nc3BB>OgT_-xC?YMZOWGF7)QZJ7Q-sfGLmsC4A-Y6@A<F`w(2#((^AsjL1-M&u;
z#~ZW=jz7LH>X#}ELd3-zkZ@eQYTJ)ik)c_J15H^LLgJmu+ad9?0x~52TU1<z#2b{n
z;B7=C6cVqhPo`PuS6MyM#Ap32A(-!=$*=p={wcu$W`R-<&>>pM=Y^lcLPU#GAA`Be
zf9w!?shtj?ZzS1a16iLSr1$(iB80xDq{1G)>+^aK-&JBlL7p{ZBoybr{^#}absA&j
z=3R7u9Y#-_5!^W~f(Ky`JGe9gv*>w!x;%xn;?tVtx02G7^`@1`McU1+^weFqXx+SZ
zcA8DTe6wi*gQbvBIh-FD5FF(o#@+y*Tr#AW=XrgC-tl=IVt-t!3<JJk8}J2*!6C>8
z5(49$bye>prnspQi93vVIf55qV8p*7Fu%K`+_)VnIA<~H06Q5FC&u0Y^Vx>?h+`-b
zW8ZwgaB`Td$$sr`O(e#NvF|CtuvxeLrc3l<iksSuM8Ib05xfWkn@x_uOmIng;C7_I
zW=2I|GXnzOLWI2mMudHqRD*{A%b-C~MA#ePaD=_J(^cLMvp1*_W^X_cW`Asd)URV0
zge1SZsS#SbAtliBr4o0EaKQbSQWZ4x1-qdyNK9y8p|7AwFdF(7R})-kikmhxiQtA-
z#U|<r0Bi_|Hm-6&xE?Tx2TV_@#uT>_fHpSjfHpQDXeh+m8(>)LykjjV)_#c84b~cP
zKzEA)6608FtOTPnqg|C5f6K~{2y}~u5xfWkldX@yJm!+3Zbu4CW>f?wGa!hzHy}>5
z{ZXj~x`jy?j<z?zPPF~ovOF*4EQ63*t453@K|A$35cX;(*#4>{Lpxoz+v&2zV6-oI
z(B*F)ukx(0kGw<kSz#u+smqZ7v{Is*otH3ZrABUyhrZF~7S!Z+1fijfnxLT!2z(o1
z_XgMryYFwP!`3zkF^CutnEN}&+_=$g_q@LAtpB_|ldto<4!buNI!XJ|N2tZw!JX!A
zAX>1!YPd*`34A>n|G3Z*iy~SW>JMV9JE#MjuzNwA{h~dp#K~ZtVuS5xg)i?_olgd9
z+#=N8S!vo!jw~Tk@44_bj6)LaTA<sZ_WLCX;+y^{Az0hJP7u8&bz<#5IVfZ8FUT@Z
zti9Z&VVP!~mxQcQX{RoBto_IAU#%3rTJriq9q<-G^s3~8NGGErd>IfgjS_AL#M)mz
zr~}?EGZ)+~ls-hiaJNvJUT@*oR2uO%7VEhyd-Xw4<!7S$!X~edl%#+6?j2Css>iHC
zTS_=YZ2<`@f{6QShw^fWX)cG@<aKf{__w(UckE+F<JS-(wL^TlD>%@)TY_B<VMo|^
zk|c15Arb<I7)X$?LnNq2cL%HGzyFZ!5a)LX%UNS(892mu2L_b2A{}D1By>519Y~&`
zCT$2g#K1#thp>r~Bp*10Q4!n@Nuz`+fN1lXhqOP;WG3*3Z2kp*$j;LrMn4~X&Kw)6
z?hg(skV{3?<(Jo%r}$}lS@ft>jNKvbkbs2LK!Eu^?G0t*@IY$d74mAT^PluU{u2ji
zpwWXwb@kSPVDZMMh+AIHV8@y77Xr02v^W@CWxX%K7-Fv+3}##BB^YND?;ld%917Mn
z3%It5cCh&wSs31PT|(eJzY@gp9(+ut=wTgfUi`4=I|w$9^q3e)gOG3o;sl%5l!Umy
zOgJop&Hpc)J6mn@VA?r~ZyS1HYD0d80Y<QSQXWk0VDnpO$}JJ+i~x2ldEvu)j{7yD
z$Jhiv%Z5RZF&Ym;sPr7W(d=MzG9`k|6IgY0nT7ldU1s6oyoONgc(fr@XDU4@jew5w
zxPXLQ1`+1#4o4q0o7i2Wi#Uj~!^g7(FWm?5EuljajP#_JBn0k%=&(L1F=$=xZ%2;r
zmxbZ}=OqO0e~ut7_y0k=zxw<sy^P4i^M91Q;Q0o`@%+NMq8q{U|Gv5B8+@X2?rbII
z!8DrZ8~hy4H^A`xJM&<gr{^0iT%K<S!+&Rc{<*{Mxxyy+P})&19wbCB9t0%p`G}S$
zQ?lom`I{-=`6Ia!@cfZ#(oPCYh+I3=ekYpa^LI~-EQ^PwInW0l5|EJJAV_{{ZuCA-
zr&#DKD516F%@Zx0fuoaN?o1aFMWTh0U~GSoXt70t(Op!oPP8xzxVnoST)$2hMt6Bh
zLeO1~5ya^(I?>|YT$yO`o-E@eT11YTrzIh;HN>cCN6^2Wt4Gaaxo+RF334S5_>NHt
ztTUtqL&|fAz2~B8x-(e6>_z4Q&na{y<T-_o<TYjnJ`6r<E;C$t7Ky~f$+M`;Eambu
zp`w6<T-m;|>89p&^u&3}s<S78&7!V5s$$&{6aMZ=Xzg+2<6vy#=EOO#wMRGYP347f
zJ?>UN7o2RhmSERH)Q;9~AxYpIeIx|VaW6rHb0G5~ctmDi43lM$c@gOssglO!7j_K3
z|A_XBdylyN!Y1f0dB86W{oxnV79qV~{w!F-JCV5a7y2eL6F5c||H6=xr5z(djwxK&
ziFXNo-ejXxfiDF_>V@3dx_qDy9ca5hZ}Oa*l}KIKdBmN1aZFOX?AKSj0Tpt6-h{9A
zY~QgzZ{mzZb|F*gygzU9ft1e`7uudVVkcUBDT!Q4_R~t9v6XZ_Z*nsw?Ltz?T>898
zS&!LS=>rMdt=OZkP8nNNK%zd<U*IU;$Ufwy6M`SV4Yu%BJIW^m)zxROv@6}XCY3fj
zUPb071A+?)0pflBdJ^os&)@tgKTlTIY9Z0Mifwi@kE_^DNA)XZ)wqa#6|3-Ae?2O~
zkM-A<%<x#hR0?ib@u+^RKb=Y8`NQ}ZJb&2HC_^G1>o0L7cre1ssjAUW!EV+=QYcTM
zvC{-3s;MU%rlxN#CiE}jUG3Prh&u6ByJC&k5+Bp(%b2q?`U66gF!}}wc8tE&Hv0eL
z?7IV_ES|r)3pH6Fm6ikuy@yCAw16NTf;0o<N~oa)DS{26AgG|Az={p9i+&MoC?Hi(
zK$?JpAWanMp!E8i{p@r1%-$uD_x%Shv$NB7cDBy5@9|<7eNk>kUuqeBwyI(n{WZ(z
z^EfdWoeKq{KW`a*r$U9%cd1`6`mS7!-sS3m<)+bbPp0*?0a@Y{X9}bL$sh$}ME=T6
zWUCVWtIG0~Tv>E9`)Z6lx|`mm$+wai`$j8VgSh>zzPEq<Tb&71DhMNbr5^+L9Sl}#
zIJidorKc~KEpHEaK+5(bV+2Rh7aor4HZOs@4#@p!p%~$&eY=&qt4*1gTs{7pQiQkh
zai*Cb(UAMomCH%-rJY=HcfbYFiGy)_K7&Irin$4*#YV=@(;NZ&z>lxg`}L3W65QQ>
zg+s7a|ME(GWI9)su+86g>TjRN;QBmK#h$D|6??J<#7_A!z}Q%Qj7X@{nQ_!4^hmwL
zI|*C4Opt%GCI4n#f_?1690K_dlJP(5+1&ZzN|_qdyH2b^$Wsj>4mAwoP{V*=6@rW(
z0}M4b+G=2bc+5&Y+Phck{ow&C^_}gCt4J81x1#CF6U1sdU&fDU9DrqA+^)~TkOpZ#
z1{l&Lt<v1fukv%pt!)=40Pg+$+>!P(jw4{%M@B^2PdjBrqw%v=>9n7b7PI~~Gu+fR
z{1&qp?)N^WaZ{U^;7hn4DkcagA1Xl*PCi_fLk!2x`sDER?{WwyQzFvog(0qp3MY}P
z8ALIk`KMgmJpF)d)zNqi;a7&HZ=LN~rGv#z(pRMcT?oQB!!T4DP@&bVkyS`?gvetz
z26T2331k743qpwXBOo9J3Y)oOl@3U2OQko~0g0pNfV5&2#(Nf!+A2N>NL^OzfaG4D
z+#r63(trn~Z@Egia5b__`c%=2i;3;MfL9O(a0D#fdJ!L$31n2IrCU4MD=z(t=)o%>
zmOaTKaLGvop$<VBBNIq+1jK?@SL;~zDlb7M(5D=tVgcnOE_SAmj9aP-SPbZ*{x-as
zh$03UL=giF2r_{Ti0W{T*{b=hOrTk-?M$E(Tp$R4)Dr$EFF_!?!66X-suG@Zf!0$U
zb-U!2!pKt#q7E$#>d?Y~=-8ohfebKI`Q20nxj=QlBgVd{1vP4Yr`w<wFTr@ymO~Ja
zTYsnHF{v>|_OBDG5c1T5h(im5IJ7Vz$OSSW2!7S6wi;2W9gqj~Bo_$6Pqc)e$V<=$
zvpEF9&$5L_8@%$L(i3$^Z%~Ky1_Vh!1_aWNx1~n{&<nabkN`AkwGQVKR_noJAD0$=
z=VyZGzJpJzzuwUGus9unWep~Oaj=~QWPl;jAKzgxar`W^i>0@A5_60t5o?%FfO#>3
zSRMC&o@TP{$u=!S6^?}gg}eY6KtWy5Q9*i2q$f#a0F~3fp?0w~ezh^M7(oOB3y)tu
z88EOAv)$gl)nZh~!MO5>k_Y3;BWrRSS4K5R|00KRWl+QPEb%DU2h-G13{pVW%}(Ic
z)Y)q(8-87}=99z>hK6y)F;%J9*^#aOOP>E;WXULllrrU%H9G1KYMNe8M}3Z>qyDfp
zfl+^{Vuh&x^%@=Z??p7P89zmVdDI`yMMBia(+6uf7~6Ds`d~8$Bi64W>MGV76%gwe
zHc!7OR`Cjm^?z~*T;@1Iw4QkD;3h{vSG~GM$C<0V1YNb*T2jXslMpV$WJI;}=5moE
zs%~7kDrG_DYgOL}_(U1q)S$e6%7AKNoRx}{^xQ!WVW1&U{>xnSxaFcpsKHcXcY7`z
zG;K=|t*P(PgFayaNLI&ugoE+sfdK*U-bz*LYjSPZ>h3|j(J`m;`rw`I=WVCvE#O$_
zm=)LRju~Vs%1H$`bj(*6=WLrZI;PR$=$PEaeEOqf5;M&BDk?G1Gk;RQ&@+Epn?uh8
zIesx5<mj@fA{R1txs{wpKP-9&{PYe4(MwvY&*NX}l)g8I#ElO+r~fGa;ReFv2R99f
zO59kt{IOb&wd(G?_4dJehEhPz?#_b2IJxOyqgXkhTY7s@d>u*Y^Ia81qK%5mQHrhO
zxg3>w1uSwC*6Cb@db|X8{iy_Z{qfjA3NOZ8e=5dZ|M+z*mm`g%fqrj`{!m^5`cwk?
z$mN*8i$R}?ee~^Ij+Z$a=)Y*ue~XuZK9wMs;}c#2(p2Ij9gxfMJ;w$8br$`fc?sxK
z3FJpE$5CDkCRFTW;?L!fU7Dxk$~H(}u}BwM&sq_rsRX2v#u3AdL7Iwvr0q10Ivfr3
zYfvhzO4Dh^OF*AWKp$xw9eJ^$@2DXo+E7%$XHcklv69Hav2-d&1UVQ|IXH$MQcjUe
z`%^gx&l*i8Du(J$Un+<CZEk0g*P3I@8P*~6RtHi!p5n42m1FvPE0yDUUWBczY3p;@
zKYVq)PUV1L2<}QLq;hQWrXO}ZrR>pIW_{@_6#u>=%SXS*IUhTn<5Lb+n=td==!R!}
zN~(>gak9+d^kTxOYbSTCT5lwGtn{<Ak~@rQNbcCqxnYHcrw;aUFvi;L>veKRU<E6=
z<77@1klbNZz!{n?mX+LLh?P@v$GzP2vXVOt0(Npo#0E0CFUqO?@_3uImE2*}3`p)M
zw;>m6TFD(oU6$OD#MvUbqX~zo3!2WP4LZ5Qz(sOLrwzHkd|+TB!^42s86M}l>u{k?
z5+w2}h#@jOYztT!9$X8a;V}-{^9&CIQw<R-sae#c2j4%M-q0bQ;Yvc3dncL~l4p1I
zttVdKWwubyY>;1%OFv^)4e${wfrB&G2^=4BnrfO+_<e$?kxTAwmtJN5lhJMD(g_3J
z6&pDsCUtAc7|VOcinYANzC662gRuzPw?Xen{-#RUtd4hliC6PB=-a55f=Ccg+(vb7
zWKId<_co~YVsw#tA$aX1Up_geMu+Oob0nl%bmvzU{(~nbl7==|?->xRxskMCfU(3{
z4G~hD-)_)Z8%?;7%S*UBIW}sGHQ)u926yEU=+kMVUT*so=$@AX*v4(JQCn?r5G^W!
z)gB8f85h81(*1COoeUjdCj(+9Z5UwK>4A-UX-{@yNgGSKaB#3CmbsSj5<6*QBL|bs
zlzFjZ>@(S>|5S!J;M()S08$;DR05No4JtVmz~%h?aDmATJzz2e0@p&$h5<&-M)>#4
z-&O1r1`etsXTt#7IU5xM>RUM*1~zgw3<z>I>VMCkMlgzrYeiEIH1CIY^V*pj{kZ^W
z-M-)J&d`^a*x_Rg2ct)f`rd5bu?i!%E<NUYuV}~jx^<rqB1OE>x~~V7$N(m9-Ukyj
zuAv4R*MOjfkgQ>VVX$7`8~s7zVT9dWG#G5VWw7nM#5UMp91Mf~5unT8dFg@>LM+f9
z?gr7K5?HMGCgzBWi$louPp7x=2igdQkXx(xn80F&9<Z1JL9T`Yv2!)*aVgLpOhkXK
zh5^Pd2wp~L%j>I|nJ^IH*aigcv^Aie@G?RsCxvzzyh%IuU|xbKKbb>dyeCcLWh;a{
zjYq`MLNbt)lS<G+9|e{;=)>H+g_hh86SR<_0b0m_z^9R<VSq6K#@h%#8KNjN8;CHo
z0a0dlWGHd1U3eNIa1i(P27MIv{sz5E@(v9h6MLtaQ+OOF)mWT9-vsBBs3A&hW`2yd
zdlZ9U21JuQ8PTp?th3l=eZvm(6l7~etdp}pNiXNm)|j|n-uogw_CK;Uh@iE2sjlyt
zgfo_US%qwkL=Fy^ao5x}YjG6ZiE6_k*e_~D5Iw)Nvo#*x%(FH6@;Y|5hA|&gT~_qs
zh)SX;TbJ5eqSVd0g<5Ua7o&m@nsXXxJVOcW3~___grE6QdL`#zqOLAR4OT?3(KJ*2
z!ba1~&4C+DkFVDoLkmC7!57Ah_qZfz`^606Z~M6J)b?-Y()LxIR-4PcpQM*%OQJ+=
zj<*>_-Lx$}O&=`2<KTd%P0}@2auhV}ZVo}y?jVT2Y1@Px^R;T%rRj0vFOH5@J+m}D
zRs^@|9~?2DRqJVCj*xBl(QB|ljcS!|<0R0ihWM&c<G3k&#<luEqD&gwDAsw|YTe6<
z8d|r^55Cqd^FwZ}``7Zo*2O)Pb)Tol=1-#fGW*Xy@uHrh<XgU?u@f1@Cy%V1MvYzL
zhuk{)1S<>2*U=UI>2ot5ev&?WqkfzFC${f5&}OW~SZZ&W`XzZoXATbVhDN$(2aW=7
zaB~Q}VE{q=-Vi6-e4Sn;B<lyOqrdt!wf%Tr2QHDgBE5|164~`0i4Nm<0Upsr3pDBn
z-OmU75ZKQxgfvbAE@9{Zm*DpBHG$<44YW%<OKen!e^yb0OMI+;p~HWit4ma0nf|&N
z{E>;Xj;gXuoDEz;xWpO;@yR30{*oH&{5B_-NLZa--Rl2k<lxom#S(ud0=fA>vNqf*
z#zXr6l5Y-iFosSf-<;rJ>>VBYK_}lB6#|y|%{8k7yfU1|`6KTIw9GGZk8o_KLGn%H
zk2?9LBu7RHLU8Pe<~T?cFd%jcLLH8X6N<_|vgDipAId4>!CZ)@m@bX6%a99G79`&o
zV5A_V<wDd-LHG|zRZFl@v88T_@E>(=xfj%1EQH&<snA=D##6l|ntP7lJ69h}t>~yM
zmw%LAGp4eV9GzsA`h`w1OJ4dYoo68U2E~tl2n?HQf}~S#-sdJzJtOKJ2Jtyei!JGK
z&bNNdEmn3hW2O9ki!nf^Xv-{Qgmrg79?lvLMjp;)4$&u;KUyc2yd<C}w6QuJM?p_G
z!668r#|RS86E0gl;RZ*}r6*kFIOqum#O?{<TUZ}NPbjn{&z@k=$&qr3sFDlOoO*&m
z&+Z8Z7(Jm`E<|(f2?mLPp3qje#6MO~IQC=UxM3k2=5|C+Sj8cjA9APhHQLNQG(RLu
zVz?-zBu7set$v{=jNX#l3}WHloVr3_GLAg`rQQd|P%)L+#@`ta{zXH@<SjY%h+oqE
zQ^o&y>BOEjJfuyQ%~-JnoJAarH7ycwKH^~XlSNx}0*+B3pr3Tmtlr|4(N8vW2>QuJ
zg4q2;C*b_Dg(u(~<aO)>oZ!g0pCbm$GdgLB_EL+kppUF?+!E+77Q#AC1O8$t0e|5Z
z^a=mgA@Y|~@Ryn~iU!=J_*S306yKVgyDa-X{WWuT5s-jWg^1V*IMozMW9C_jLHxc`
z_X7D&xvlV>7?{dhVp45n{Fagtm(okvnKyb4T1NhTB)w>2b0V4B#G{M0WCG)=BP}v-
zT61u~<g=Tu*^;BcD|&MXyy9VkFt0%7&ETy(^JX}&gUp*?hZxFn0vsY$3o~%5c8G_!
z20Da=(4EtOLm2YIA-FAka-Tmz4l#+StNG?6MFbwPQ2jyxS*SgNW!^kaEBTx<Z{Fo1
zs1q8Nd86w1+`-rQ)||Iz4w*M!1(IU9EX&DT&i9IuUE2)bEJq$4@Uz&+u><VaOWThs
z1w4APgEC>v$3ueCT<oCK%XmD*)JDsH_~yg!J8PAZ>#sdrM;zi3DN``{_iwdwaZYoj
z0I~aMvG;Sa^`j?O|DWXUldIhN(UXw#>F=1mdinYEH%0U|ySeb8&Z6NAQb5i*KDvp#
zc(30J&aiDdL5DVls^3VjENfp%FYK(oP3;Jkk-bYaiA=0THO)?1LDAyp*hLv}l`yhY
zByot!6`4Q7T~uyAHK3j>pVFYXoY`l1nf%FwBwt+hawQpli@q_?oY%prdy{RsoVq`>
zO=s;?S5>T2cX{{U^r6lqs-m)X>TqI6AmKv7g)3}B)=tb&g^FG?O#MQy8743737mi;
zX{XxN91PxD*1DG7PCUbTs`0ky(+rYh(#|Bq{I#9Zviw73$?~sLZPW6z6+LeGCl~{k
zs<V)T?NptQx9R+-Pk1pb{b6pF{>rknR8@SIMt;;n%hGRhVz4w93YMO2S^5`+3QPa0
ze!<ee=4R=O{T~dIeXkCPkQbY|ipg8^n$vqe=hK_Wa`|0_WYIU<M4OI}{gb$R=|jXt
zE|F>nah5}p7WL{VyO-#X+Z5wv%R)qbcI74`MWLTaDBqZeYcL@{>3jG0wpo|vgD_%k
z4BU0$oS^$%(p{zT6w2?auJ2EB6n)v{r1pXmxaWd2p0<jSzBT`o?u&5+T-D?6Dm{4n
zpW=$){v^_PdT}`^G_{kX7Z10ukU;5Z(Su{*c4Q`pV1yh(5E>y#3uN_7;|Mq~$o@$m
z7-aJj+`?YKAvn{S|C2sLe?yh9lY%blZ=ZAFn1!gO#JOX`IEmC<y{j1jJEzBBj^mD}
zf6~WNPf+{#b9#0g<X)yr7~3uBxAPJlcl^mAkpB2jGU3$$EgV!u9m=0n2ze?&#PwMb
zC#BDdI0TCs<n$O)=u;b84ICv*{7KIvhWw<D5(fUHFMHP5PQv(H7Y$dHAXdZqb9!0^
zU|F|4lQ|gDAg9LwLz>3hHTSC9{oHZgb1)|W?iqgW$mw~4BVhHolw9Fd-_|0y=^xv!
zb9%;E%rb0d`sy{e9p**66Zn+I4Nqc%8=gy56~vvTN)W`IrQ36xDc36H`Xq<Y5?k6e
zUHrfmL5SbTAO+;Qimp>~U5%dE;xL2jB%a^4>tON=DX5Zot_ETJ!!VBb?isd&H7ep!
z=ng*#B=J-U!l+<lARZawDTmm%UB{#L<z0z79&r>MkJfC*q#(wQN1YWT#G{_lQNR@^
z|Max2AHPp&z{Alxt`fr0i3C@+=+DI*Q^EC;7|0=5@AcoI_eBg`TJN=!HNLFZ(4Ths
zvUr47MbvthL*RZ>2%>dG{?6MR0a5Gq9Xe{g&P$NL^96^X-!I#tqt;idgmw6y>Te@z
z5mj_}gDN__0YL(f0YUGQR9hvD%%vuzkcDS_&TwfU`N<t}d9pjs@C^j4d^<@TUkHHU
zcgUnF3GqiFJjYchRw3jmKhcK#Ck?Kj_o^xkhz=1db;kfhi4(RGNZV<|rGf(Wc52ht
z<0Tj{I&%m#=&;kT0b*{~JXN^dJKC{RYhVyZ3m6cj?HCXUUzciIEr7J0XSqOlM9GqU
zGB1GjC5J%vxdE~-$WwMYsB})Ygg2-|cmsm09RmX4pVY!T=E^Z8T#aS<o4vyvI}ooO
zQ#2_2UUaDQsU3R6IK%};r#V0n-D&K^ol5~&)`)SAgYCo}0}P=~@082$^lVMdf=B0w
zISm*C!*(%O1@9PwSRK}%w^N&AVbCB)ro5dt@O`7>Ro|t@j4Hdd!ZGq#eX@a4m~P;b
zJzAS#1H%RnRzB`(*l^GeZAn+P5<jY5fKkJ(B*CcR-j(yHF-Y!h=311)sPRp6*AOv@
zYl2Z@JcH1)l9y}R89U?UqPDK$vhIS$nc`)JrU#K1cj*ye#x6Ohl`A#MAf!w<eV2~!
z^h#SX+2Tfes3KQbj(($Ys1EnMhKwlGr<`M#&fc-3{a1=DqWyQf^z3tWYgf(q=?cul
z{i9qwJ9}pn2V;*9**n`g7%_hnHJi%bF)ASD?|9I4Qf%NA5b4iy2ps1WLA2J$-f`?E
z5q&`r;pWaR9d7RMs_3#Y99MN&N2E-s=d!YQN~%&8Ex%Ls4W}c@i(ly(YdAA{tHDYI
zOJwgDP;`!)mbad=z18^_HJ{4f>BfbFrkx3*HT7lh^cDjHu&nOs=3u1n7!bwWF+k~R
zrSEj!t-B{NPmSy|FpO6R?-_pHcJ|I9j)m@7W4AmO)u#;%!Y$=^Q}aUd&H~1FhUV+|
zOB-NUcx0&A=;){1%X}ul^p5ypdRIe9f{waJ{X$3Gvpa{53UWLh0OX3T(+NE1HdqNf
z^uwZe)KBkd5IsuZQLk$`yV0W)JzSfk@o5{&^+2~Zz3G5QwOTK=9@T11PmtvNsMh*r
z5|3)#=0>F{Us>lC`ocXu;G-Yax~Yoss21DovLC)uAN!}>tiY$Ex@^$Ii~LNreVqfu
zdu;&mfJe1*q^+)*=kci4YWj4wdQ_`)5RdQa8`Y$MepIWZDh^h_dZcQu`g}FM@cn`M
zg>Q9#qkgSa|7@p!>_@8FDSK0Yu)nusJyNB<$4y3HEn$CTD9|zu=~kkWI_YPkZ&;=U
zT|W$dS<A4DC3G=$-4It?%d20wtonfZRbTz{5dC8dUBwdG-k2<_Hwx9&R9k5Mveqd$
zAN`Zl%UY`N`OMBF_l(Rg>R<b1t-n+~JQ~!EJaA08ay68Xk~Zb!u0{zZ<*lkC+WPlD
z(&fGWu40q<8$*y}09iK^Z?J43r^<w1eovOoL<7%NpPa=Pf-9)+FXGd%%hWG?6?Crp
zrW`(dI6-|Q3?F|hp*~!MZ+LB0zdlm`{G<NarT&?mUww`QUlV#%{ldp?j;dey=E(~6
zZ2)|1V3<mbL;~t5mDPj1p<b%H!na!}i=!=zsmnOH6!)h3g)34u)M+*D&wQ(X;o8Jo
z>Xh!CA6@kCWObZ^1F~{zV^<${s9(#~KR4As`_(^TYRd)Nsgu+%Z1J5`zp$^fMy-Ib
zqRLVO1_s-m^bCf2JS+WYJk90o_p_R2#yAPCd`xw5JcmWkW#IL!t@Jr|^?KGs3xB+Y
zPjKK<kMiN;ajt%pr=jS-V&T7R;S(JA)XRZS$r_;lAYF%5^gp%mKeq4*4t(-`AO7$R
zSA_~H>ZpgU-~`IhgECb=Rv>so($D&3E;K6I6DFh0Z@kR4mvH@^i#DV5%UsUgKdYHc
zl5@{iyv*e!=|&84#W`uKA8&A7$hq2CtJ+Ont)=Qpz6ZVfSi7b6gI=n|_}g6l6w&eO
zpO@7?q&eQ^Qr(ie-$wm5*W*K6pNispd{P(LV?V}KR4_0t_hU*_lv$5?>aRFD)K$(Q
zc&Wa{H#*bxy$QxX<zvHLM??yvrQhZ1U_exQXZV9%YROC8XrylS#JJd^%^5-gnecD3
z4yq>?mE}9Tvt-;TmrJBG4E;uzQAdT$0eh^x&Jv?tYs5HS0lN%Yd-NQ0#2!iMlO<&N
zwk^ZtqAb?~VrCHT3<EbtE*nF;sf)(A8jAOVa2MIQ*^iQ_tAjAUu`!UiIlCwAlk5#b
z+eIy+vJ;Q<5@aV*31ue^5*K+15))|}sH}*@L{bcSm9;0(w+V{uWepAe3+&b8OY#zs
zr;;&`xtfd0yaaibs^q=Cot)ZcF>=~OQm_R_1L>v~>CU_aq^V^6yM2>I8ZQB9Dp8~z
zBeVuno~w}%r`pv2W{d7zMF@n()lW5Nxdzto`$lp3R&95Y0-0{Ykqcw!^-k^-def)z
z9+~u{>&cD^M^FA|C{fg(zGO@F+dPmUS2C9bO%(tmDRmnx36N|#i))2sOS#udwp_rA
za2PRfFOGfW-HH7pobT?{36>BBvr3XeCs;oId*uddV<_J5{)J`t<^u{kXYJMRXMLqe
z^99QboEJ_ZtF3#mjO>>EK_OW_+m#}Jnc`X?R&y-eYFm))>L|YFV60zOlc4$gHJ5iH
zCt-&wP!M78Q@MpJGM{zTb2ty|MP8x2@KpaM@%#N!=GT(}qZXuWJIys#oZ<Wzuj^Aq
zo}Na1@?Q>ySZDUianHG$m=$n!!e$kk11lsyj+^dkAcstMb#;dA%TY*?Lrn-dV1{e2
zh~LNBKVk`)tulwGbO&erK4d<|aa`rQe4ZxPKhP~nG~#us1I5d_H@YMyU;??({`8_f
z0|v?HXu0+USA3rI=j|SzBsv9=FTbPf{g9tC=;1h1)d2Gr&%sEGXZC+w4CgGdwi-$h
z-ETb~_Z%um&vLybp5s_p#y+!8FJqtKCA5rfEZs>>tBN-`7;D+rWKtHzyYe!+S=?Ky
zl&xiXU(ydx5qV^0d>Kf`NhQe4*c4depln9sFn@2UqRwUe<nn*h>crj;AM7w1YGBc9
zKq#>_TGo2S)l`_^kps%g*{`@-iBnt}<j|OiD!I#mV9h&O+hlgZ=m_VN`}DyO@?eVn
z!n_vt4*f;jJCv7T+n^$cV5hJAFM5}ftbkq0$_gV-a}#x#J2{9JmB8GcgGxFCaOrwK
zTwrWN2N>IcU^^F?Fa{Wb51BAohAb)*#z3U{6-@|sHwyitH&cCv9{;*)v6#n6!O(Lo
zL(kzQc4F8P4u-Wq46wte3L{Tz6AM^-Ll7-0fwlJpmdLSByXwjAZ^sGc+i2B&_rnMF
zHdKMV4G8R=w9wT@7+@Ifr2wO)E^>V<LVpeP&VqDmuCkX4@)Fx<<v1A8AWkOCakcR4
zlAsXsv>9=L%^C%ga#9Iw);_Sr(bi<r@qU=VV1^nnm;u2#Z<Y65jZA%!Q8)d48Ujaf
zQ4kG+>nDB?SRWxFM0!@xPI2AVj!=Yz4_$AFIh-7vbe3iBS-eEqdtR@;4~P#q6y|={
zw8TdWAy0D?16aaf081E<^=XgP69xoB>{c!S^fz$OK@A90e<471bxi*8C$5F!0w)Lk
z&sh4O;U$QM`S&y5ME`W`H=|)eg^{Q7L>;~s7etFn;A^#mN@@gfNxUB}FtMQnOl&~V
zJBKWziHiY-#s1F0VvjF(eJBQU`Cu{ke%(Xeyu|LIlQ<Y=n_w%HUCC1?_CNI@4zSvs
zAW~EUtGyFcve0JYsdAr8U^GJw7|npdXwANMwHF2$A#K2Zj027*<?hF6LUMF|*$BrZ
zJrJu;t2u^hxO+xigkz9~yXQ5HFz3$5j$H7KYo-ZK`qnjG+~sPj)0OC341&oO&3onS
zYF%TUSNH2{&X@t=s;YaBoU+nY**Rmc+;x!NB44}GRgO)`%j=2Ubw*JyYdU3ht19b!
z@<Fs5)hD@u{<Sl!TQO1c0P7LzS|FoVK~sz7D7czhlS42qtVR%;7Vh6GDFHH0x}800
zha?}Mv!YX}b)+k~SFC8o>)^ujuAaRUM9}0;H0Ox8sA#VPDrt$D9MCsAsvXexQ-csH
za~imxYAB(0)}y(R{ARz<FS(+#E0I?hRJ$rF*r^|<eqpD6+yT8)uhy@=S+m|d313e)
z1&qZIt}MUZ$rI~*@xc5IuJU3Q7fZE$)bkADv*5xFw68SvKn_ixu+0@8)?uKP^r3yA
zv`pUU5{d5+A#<^78>NaC^f|^$dqvA0y<3P6IXJ)rtf$W2<0$ZeRU85j_=X^X9<a^u
zfL**!ULLTWBL;YY^@Q3M%LBd%@&F6rD^3F*U?>3(;0Ez~K<$C#0f#LQIIO6^1M>go
z^ML%n<>mp6w&dUeJ@dy>Rp~i7qO6ElM10!~==-G^#4p0>!O5}C=-+a7fGSqsFP-ch
zIB~8oG4cVTlUws!Z@iUYtaS4i-Rr6<|J~;5CmQjx03WbkH>=N4-~*jF1U}H7Aj}7j
z+>Iy~((gB1P)`<aj-L99Yeo)ze}I9blAmoaw%$s6<Tu^-+y55W_br6BoCaFn5FIVg
zZQ(cjt)E&~bdDnOs_&0dRM7Hs)i3n@xw*Fd#N9cxd{en}cF#~ba$&phkWa`8Qx>)>
zC;rE!gA07jAbweDjwTm)FBcamE2r#n6=r@g$?pdnh*)lZV7=P*0psWQgJ;AK930>R
z)|+PEa}>D1K@Ncn>?cT|3!L$}z(tOpiwm4Ha7-7l9y~i`xxoG)7qAfaaT;&|Lv-Z=
zaoh|(vs>G559qwuyOt~5Rn*`Ll@9t`q0+(Jg21;2T(iw#fbwFS$d`Vjpq_kCe)^j$
zK{Qu%j5yGQL44B43*U8&b=E(q(^dE!fNCRMrKHS0;VN0g7!Rr>_8?lh`GEBfSwqH7
z`#{e_uEC-o2dkNRu|A5H_4sy)@-n+YuZlv!{L%;PBv~(i_2ek<lt~-{Pnkdv<|!90
zbu1t9{6V_y|4@f&a^aQOXz>!SLj%SHx$B>fQ8|Q-7dc|UfMLB7HvOOu8xsx&h7Aj0
zET;jVF_b{q;AZo;Qu(K8z<86$tFZB=q5@yppnf52Y{=DDMjdy(ZTbq1Te|<@s+9i#
z)t5Ezy;@G*eY|%eagd9Lsl%@f;<IG@3G%X^wZ~{X`DTq1Pq^y%A_m>ra78Cxr24tJ
ziS=mLUdBSZNxeT^J;W6b#**$1hbYH!UO6boUvSkkaRZ#idi?4iqjJ;UqeSc>=3#J_
zQUqbnQg`me_>h{1=wRrt5=}&1j*f}NvMUcn<lrZ@IbwjHSkGfsKcxMn)S*B>u@GW7
z4fu&6KVl2Fo6k?I*wRABmKMZD`AZ8$4gNAv{er&?Jd|5(dEt!fy&U}I(X+0q&L<AZ
zH_p0hil?}I7+@wbh))_hU<bvPaffo4V=Ox7O7eTk*>kRviLVfW+&sm4qH6-<p*_WO
zo&t*GV0g+x4uPl0L)ude+yGCp9=4imR92qy9f!bERuUx8Q?~m&<!6qbm#6IHhyk8r
zy_L1i@|2Z9o?;=a;56VVhWyG?qPX3Ba)0};tCI7m<se5D5jaS}-+c~J@OL;!9AAT|
z%Jzwb?|G_FRmV5bkhOV|9AB#V+`@9wP89O#d8))Ku0ATsEa9(CbwpesDVAhb>UWhS
z7o9(|%<l!{q0k<!MGcOfJ)^f<Byk9tzNuWa)KR2VJpx<4)u;%4;RCP#Qf+xDtVem1
zjPeOKAMC7gi8tli#W>sTlVfJ}j*{W!hemYBOrafjkG{IYPF}1>uk1OcMZ+{jW^{B&
zzD^Ep1J?_^m-!RzdT||;IhhSoVS|_zpT5|;y+dSh%mDwfaz&{E1W&UB&%EV|Y}xDn
z<hDoz$t`EMZ#+Q0eK)O;EO*;A$BY&9DpnJD<+jTsW^w6Mj41j%gA|a*>Wpt9mvv}V
zQy%TqC(SwacXie}E`&~3rK6C$V(4IN#_`VYY8Rrk?0nA^k@!B5Fr&m9iYPzOe2#I^
z`CsRc_IOGx;b6-Dni}#YIl$dxJ!*=tc@d6VKmVN_x2_|jPwHP^yra;p<5qde;U45%
zLTD<p?n6!h`CeQI`28Ey5KYp$mpG<S(bbNtUx>xWbypL-t4XBRk&(k>#r*DBIT<;>
z+aqpq&M@*d2BD#=eb-KM_G^twD<e0RBMZ7?o&T7YuIUUvtS$UdA$LS#)Zsu27a@pY
z;meGLws3dZrny{})+kEeo6@U@96hC1IZ;Yg^MwT@+}(*!^@LP7OjioardAP^csZ<I
z{xGw8ox}Q&J6xgp54kUu?cs8il4DM(>)i7mi4ifJ3QW(XgXxPLR;Et{CM@4w)q&-^
zAI@PEgyrvrx#yWi$E<0;a1Rp0I8SACF^EGhmg$3JI$S{+BX>r-tz^0>91C|Jo;<9t
zl}tRWlj&aL7|UCvr8+c%W1><yNvewuQJfhReC%*;_Zvdx(g=4IDN_5#m@?8fWLc-1
z>QR>~i3<&w>}Re~0^pkS=EHJPq&p@4F$LlM%gbe4|9<aPVh4v%9BL<BLm#tG|6zh?
zv5jMmX_NM37zbcjJxUN7R!JXZ*4^a@j*01=lr>uPk25MFO(OCL3F-4S>>U?BB0cTW
zM#icFw$r{@k@WRpq}AOd7iiP7jJU~}VLR7=*ok!p7~8qmh=j_KxJ=@y6N6Kw-P1%z
zE)w>?+a1yS-|ct_P7KmH1mgEQqE8H}QXQ39=l)MUh&uEzsHe8+UoDIi$FB7M;@q8t
zfd@6(5Cu}haanh-qdO@z;?iNvROx|J^1o(s-R_o!s1a}-`&~{K&9{gkR`aR+y1UDJ
zXNYeCu;`2Y?fQorGSP=2qvfZs^?E>j$&oL$>)*+7L{F3#9nrV3e?P1rQ#isA!TXS(
zH?r$4a|GPPCQBl_&hUW69r{NTkCc@?Q>547en8@7lS7)D<9BTc+`%@y7qcqf4}5y#
z4mNSZ9qg(~1_Yd{N9h*=PSvA11RU(-ANjdmgj`kG9k8xP)OooIIaDh}#OLD(_01TB
zKHCxb05T?U<7SMk9X7Y9y!h3y8KMtE(-{*FAJt)}+fki%H#!JoIKxnHXH5^nc-F>1
z-rYiu;Yp*=Wh1DxyGTP?<tJUGBf|YZ`C)B$Eft|kgmDT8P>twa-GBhKNg*LXZ9l3<
zt#9hM>&JIhU>>EKaALT0)i}}pq}a#7IL@cHvnGh&IT#m)_K|5+9)?kYCWr0hsM8gB
zZ1dT<ki3}WE+~HHl#rltn?vBMHwdEiCtpz4TNZU_GC`C)##$HQBI=k97g4+f`FOQB
z1mU9kF`bWBN0qQ}w_Wiz!W~gXm@ud!+!+wWiB=(98VCc7I1x@HRJbd8OozMK&orMW
z26CD7ai1l>o0lNmP2v!J(sxXUyOd)RCw>2^hTBrZAg&MLIB`m9i<Y~ZxH}625o!!D
z)tLW7%W+~EuM90dwY2z@mtf4<#39gPgRKRw{wRbz8-s|WF%06+!i0R?tAj8gP~c-*
zflEI;@{YL81tQ@)IV{<)^8&O$_;KcKkiF<}e+yv1iBuSQ3V+=a-k=WQ4T$4L?=HfC
zK=>=R@W|p0J*Ff5jiWl!Up=ZvnO<B{^qw9B(Y*&rKL^{myNk>KEGy|}FbCT?c?KBL
zWE|JrdmQ(3M;7-SP5|6r@^iP-em>w>7;MOo@tRg}|9gk*Orwo+p~dkfn<G-Wjrf6a
zhDS1=<``#)3C5We)w~#I4k$q|&Kx+N+c?wdYC9q0JGx)YVRn1ABh7CA;o4xFInN*k
z<l@u4>>JjnMd3e~D@9!Co9g&O4=(gS((#Pis^#+ik^6LYQ&)FYJzeG1toKij2aN`G
z6myIQ4gb)i!F$Js)rilhz<e|~!!*!4M|e}K1()5<%4^5L7!6wdp+^Iw0!D)+FIBTg
zgDG;|wk`!lGOv#@U=WAEkGurYwm_2J;~YT+9>)Y3QQsXWCh!9E-Iq87efLE&XqlcP
z;%2K7)@K{4zm4cW;SU{f465j}21G@FB<LAX^pvrG=$_*JL-!QdAG)9Z$fbgYn+T#c
zw3G9G55The=>ZN#a-IPJ<6kVsn{3ADqWMpdlKyFt`VyvtAeyn=MN4xm)kPie%H7S}
zwPkpElM*7>P%$TTH;p`@)peZktBY=GG%>m<cQGG-bkleL(B1T1r6js(XC(}}Y3CC;
zbW@Pym&QSE0Nou|Z)z>uXQkxP4~yO-etM4t(G!#xpi=T`(47vKdu25C7%X#vZaiHb
zM@nA&9xEj;o)QK;?gNw6O=HhY#{+W*%*|BSf<5Cihn38i@2R<&Bk*6fOs`_>QvY;S
zTLSHrMB~-3H2O6@a}+~+9w;+V%o4Lu87U$))Ln<~3g^pLJ$vp`lt%N7oLsJ4oRXUo
zaI7?~r!w5DC-a07;^NJ0tZL%&zS@w>#06=!#RZ`=uc~V*xcxF!owMUEM6^0=!>Rat
z>K6`2>#G9-oRIyje&OI_oZ1(~&NfslrBv&ubjwUtKc}jHu&MQr`h}erw^~MGh2BWb
zy)fxLrJ|3DXX7)+SSA@uMkBMr#F^vuAD#Be!^_j^76KdExT8#=8nVDw!)q5-jYf)2
zlL@^$50i(pJkheq#U?TG-1jd;$YmAhR+cm8y&&XM&!!X+Z>r`%1J6Ifl5`d@Z~=LA
z)relQ{4jTvY;mc{K>5`W_e{Yt^ktLfL*4Hg;1!->?v@U*gVEASI=>hYm84U?a><&`
z9Vb+phV=;BR)#|^Jhnpzd2x+9QqErOPL-WUxE~g07>3T%G3uyJeforzr_*$#`@C@c
z$#lhr${p&r8`2tv@dD(MPyycPsx#VMNyPJFB$QAwa#e0n{danmkcs`%TZ@Jq4dfsA
zQ>Vc^$V)(<O6)hldhlY<r(#CGq#XUIyR8_`(LjHQrZ0c$?hbWQ`++n8LAw0qHs!^1
zUI(P9*hd-(LW$dl4i<|z8c4rsiN2JVfIgLge&XIyb;N334Ej{;qwjm(t%KOd(LjH<
zMgI?80{T>9%YTU%gFY4e=tKTRN8PC+^sm5{E%+BqFL(B3rXe6DAC-}7^Ea(1s_;5Q
zx_O~_`S5m-O!_vWmZP9_q`9qZCu-(n$KAt3OI`(PBx^RJ3on5hR6@K;%Gw7<RT2Go
zu~Ng4Y?6m6-TriEh;bYhJhChv&+roPpc0tsi6Twwh}patJhDt4l(6LzA9E~_f8Qd%
zf|r0im8{QpKO{Es5>S5Mr0h8D_KL$C3zUDeD4*pepiCuW3Z#{mb&EBvAa3$vkpImj
zkI(Sr(6{xxaP|l8w&9uQC>YEv_~@X)14n1frO<cmT=keR9w2B|P}aHWgiI>bCrK`P
z&YjXxRnfD-YA5NJ`qP)DrGA^|1{6umIpPlr;0v7CF-V(EI|j8CDIZvEW7B8*hUITW
zP#IBXZY8;MkGqg)!jZ6--QXnlvZJO^O3ut8P-CQL*r>UgZBFWaZHS1;8ObISx{WU-
z-J?Af<f7^BaCzi;_a<lUlR9Oqmm<z*vo$z3$BXV&qCba3Z0g%i4CD~ZVf&wygJ-&X
znYft47M<l@Aq=9(%ldN`y>R7x>ZE?}ZJKo4YScLXNxv}G>v={!dOa^ezIf<^2W7R{
z?h4{%E(CU4zPje_FC+&;wwF)J#BF`c<xt^H{tkuZ%Ioer;^UlZ-J9dCY1UE)cudM7
z)?uGfS!JDl_KLfJ!?`{;?W~vZ4DFE8)qk%0S+R$c^JRq;mUoJKDv5)<4BG8EDQC@d
zH_D;bqD|hy^6ETy4RJ1~S`+8Ho0_!(w6k8TGo(byS|jP6<1FxZE=?DigHfPd)@!u?
zSn_Y?@#<KSnKLGbnx3Eg_LJKdxSuh72q%HByzcHNnsS0zQ8r|d0<zo9l+T<=fBSoK
zlfvk`bRr>Ne%&2g2n)P!f6GtabXQ93K~>G3++Gpm{i7bEuFt0uKW;Tv^x<F}NOe2Y
zynl%2Z@NKTvPl(@!OPK!U4Q4&iAVmeJ8?Hv#ovi{pKYGz>_c_bnP5*&4F^+PEKI%I
z|E<piUs9-88N951VP)_#U97L#v$>eBqLMzZKB><Hhb(qaHZ6@k;u`PJVDJ%Vij%4L
z7-WUxU3YbdSj#|qKX}#OlJd?wIamCxkD-1I!q{VDAb4}K(B*4tz6m}1OA6kD9n)k&
zuZU>Dk@OONA#3E4zDA}4`8$dsnz_I!`OSy!<oK@@gg5G9E)$NOik>1AUu4FyQ)0t5
z?fjF<9`dty>Ex}Ir*T0M%2BZ*ufQQ#ua+YS%`iz396mMY2-pg2a!PN=HsK}M3QXk?
zEXli`(o6D(RS8>?7f^p&4x`fyi7NI04XRj@8xY_5Q{yns3oGM>L_zJx);p#5V|U$d
z{-k)Gqe1*>miW_n33e3T;t+`c`YF8|IGF0F<EMoRBTqGmI@B<zLk$ChedR^(c55vR
zF!XrF)&pCDbx-NFcezt~?HzYYZ#5j};-cw}5X5S_2YWS?bx*Y(EUpD$Sz8VNaxkQ+
zo8GsPFu;)JqQ(7)%^mv<WluA&1NT^hXzn<As>czq8%S2f(Nh7%+i3j6(|Vhs)@iM3
z>}kKM*k&;N7W)Fc8~E5_n}L{MH*m0Gf?zUO34&lU_;e1z1gB1~t#oJS5KIQFqF^$a
zD}u271cMZi;Tznm^*6cZF}RK>b584s^3rL&324+*)|z$NA1~TTvDTg73mP0#2aO4Y
zYR&PQ@Sw3uaYfMBcv@aq>uw%DOF?+hn8*dgoDTbb+c?<X_uIq47`eAm`>0bOqXOnk
zM<wOAA6?_Fpw_P*z3=xUua7A64~M{6E)YbkkA1&FXGmgy3{#(94LPHuOb9PQH;v^G
zbkkC2bd-r#C9HdHRBR1LBdX}0232%V1LEKKGoa`X`Oat;y<oZM+0)hrJ(mh9_8^E>
z5gUJR&2BnCWCmdQHt0E6$A*S2tBS!K4DJ~g_a0|-2O;iygPvo8`%47T-0j`J4>%Tf
z|LV%+E8Gp_x}?&@M6k8qIb&_oTU=kVxuRPd4UKNe9nHrd-Lmc(-7V`X5%ea#`lUDN
zsZoN)c#z|35s*85LQNH_&)-t1Vu`=}q)z%toeUzi;Dp}9IkeOLk+F#*)pTLSkGtGO
z93tOYlEvqKNu7JO5QPnhe<vs3S+z*lJ2~REVr$h}vFm4dL5F<n3%x2=VIrEBL;AS0
z1?29Oma!7MHuVBnbay76)!Qm5yaek?D#3yn+cw>Jv07KEir71-d6sS44CQE8w+^)E
zPv9k>PbHv_r`xCUV$i2zM&H`Dd5fcg{sN2sC%gposl?v<_?8!gJ{9}u+j}=Zb2QN3
zVbMRzOF*AWKp%TI=Xo*cQ?ZY}y?0aSoZWmnT8Es|_K)Eupid>X{1tgI=u@$ezP)$T
zjH5yR#uojKyae>A#NNQ^%Zou@6{}CkQ2S!PW(>yw>5&%c$-D%lsl?u|nZ=7iS`}NQ
z?Y){0I2!1`W6}STmw-N%z%<ya*}#iIpNf6-u}^c5V}SIp7U@&G1f;11`!v^h38+$u
zk1F<P!p{e`r8uwKvMetFRVuOfXln6dMVj7yO*!E1tW1p=eh!`3KVsANOgZv3zCD8p
zKd+<5?rStc`S)j39X(*DDeme|-~NpHZLaDlW|(974Hk9u8D4rs(<#Em74eizt4Z77
z$t7gncSqNiFI{k#$v=z`WcZJ?w>jKEo!H;w9CALF1>X4cSm4D#P>iGyK8|h=&uk}?
zDu-2(t==77URJ*3{=wl=mZLqW75R(BPggwn6r?|AibZz%Kkg;sB?GK>Z02(aW*;w|
z*E==_E@mHh7Z0-+I-TUY-k!p8@*a0#`SuHR2gP8Ct(<yS+%+A}&(0hB0ZaX&T3b0r
zy-Qc!uZ#6uCVK;C3kO5g_2=~lPH+W#1Lt5)wOZY9w=mgYi^G=9+Q2bn!xl%#P4{Hy
zzqzSo?cW&H>@AK07pRqd;~us+Y=*`3a@(kh@6?p$mDF6La0!CYTq91V{^+hU|H<e!
za`+whF;Sl*V(nG;f}YgX<t29Ndj}52%&y%9J+teiO4!Vf`=eez5^3bTdxL0D33A@Y
z29;!8(964Y5=$-b#@`PY%pVN}Fn=^4n8Nj|(saBq!RjM5H>)&lCM1_dWo85*s)wFG
zsoFHb1Y-(V`+{EP*0{jFQnQ-VgQ>r<O#KZn!TfnQhrr4^0_?CyVdQCTq7G}H3Zg|N
zu=dTMl4}86Zr=|VSliG6);1upHoj70fPMRswM5yA%*|Cl6$T>JuV_MG=&u3{eLd78
zMH@~EhHiOL`*cfQV*7Mo4u-XRT{OKeO=09|ZDIjyXK`9%j;3{TT-3(S<^^E#bO4iQ
z?}rJDZRi1G8xR<KNpVktFu*=zTbsY{8v-ed8`#*zk>Q?3CKzUKcG2{289`>>%IU%E
zn=P|%<|Q!uqT-_~i6a~giyR8D$T5YHr`d@G%ziD17L~xs3t!@nMc;{b7Pw?KZm7ce
zFD|gVp$P15Kw$R{B|Hs;0fxyo2AJ%jlAaetOD-EsmV8NjYBDdeJ+&tX!(^!e%Jj}l
znbfV1L_02Ni;V~*MaP0;3V8;IrveL{j|cFWd>=euFGCC1%YeXMXJb9hg#m`W8ecM9
z?EBKApB7(o(O|D-mc5qo5`@q#90F5q4p3uTUTWaNJyC~u9Sfx8Sf*|DPhf%bLI9J?
z_rnCnGE{)E3<!+%a)PIpFu*X@{{oCPwSs4+sQwRgd>E_pKiat}^Ag*+T5vEdmi&*|
zQ(7sEJbMbUfW>+T(V`Oc$00!_0|U4WyB{tvnV|?wW<av%({24)RXvS`0fxyc{A2o8
z?P{Jk#M@jpnCx}SWUuoQJA{3~!7$mf0A;@VPi2S&OtvkE7L~wchk{BD1aLWgKU`ok
zLlKzFfWXWCsO4!U3@}V4156hFaMR~S)W3mVR{US>WyN`kZL(?{43ky<*YvU)3L{T1
zBNi}Ot3X<g;&OL6ieagN1<tMkOdh@;Ca{>H2P|elV6pG|G_5I2u$o6k_HEiwjOVgo
z9%&+~c_f~NHo=&O_HEi&O#jdN6;0M?Eb*_;zgHwQ@OT{JQ%(lH{gKsBAMp~z&h;FE
zHd+&4zKsea&o(0JXrlvxv>YGlHaZ<x;5-??<m~-0K^qw=s5UCfA@rqZSJM|n=w;@r
z`25^BchkBel7m(Igb<=k-C7_%s78W($U_ZXDaRVyJWbn~H3F8074>S3OD3`8o$qbh
z+98^8sz?aVa+M0Dvj$vduor!mb09;<xXE(YoT!4%_x<fIaWYl)g5C=+aY64!N70gG
zV(%1l;f?c^E-9YJO)$RC^&A%qd#2Aa2o{wjn;f&0^5>tvjQsgTEdB7M1#Cs&+Z+)?
z2YJSI9q1ZAYVhbsGX@Q;lVT;!rk$5<+j#25+ZtM5*qOrk=v|azJw{Iu3pqGoL2P~U
z=1q=*&ux6cA=rFhMi5#MFFmin&^39$=-MG0so^j6Z&yvuzB?pN{K)GdIlkrirm-Su
zT`M+mM0zYcTJA_69d3f@E$&)!=e;43;t0paq1!K))mz-PrF&eri2ou_;U-!x8`rJ4
zNnW{Hq-{a#(>Cj6N+pl=O31Ry`U4I@NdM#Vz&8x@VUwRXh0kmkw)L;%B+>ERhF=sB
zoEen3LcefkP~uA9nL+>adZYjMj-Dq?SF=A2R{IJ*4VI|L__jTi+eOu65T6XQcl3{Q
zR=J|T2$Pf7MauGNuSe@^8RTdOI(rflA0$HN2A*vb>&rgX7%%O5eY<!b6&*M@!1b(8
z?X=@4aJ>N>0@q6;NTBPDyuw}YQC=r6*Bi|dZPzovw(C95vEh1CuH@-@1|8e=46t&&
zDBFV87j=eT(Qzm3N}$_W2z|ILa67|v%I%_gGgu}oATRbQUC~K$!|$djD)75?>KFWO
zU9NsNvZrU7>36t~(y*6jxH!P&!4dL41}PvTY9!mYfU%GHhz#%FxSqJk(DWI_*(>@)
z`EL?(Y|j{ZbWC(xQTQrzXtl{5lK(2*=2;!lLX_Y|$V<7Zx6Ty-%14YcBvGz&@``_h
zyPf<f%~R2LB+W7Pw)QSUwU4Cz@i?=YVu~Z_2d~Om{X8w>Pbx+De(=v+Gy6!oGZ)uB
zlJ3dD*lF#2RUb(k706xM$@919Q9$33G>lnFpG$Y(L~t%WmP62evIwGWfOF{?903!X
zsaN$3bSf{w#O6&7Q4<@-0-4>OLL@%4{kAG)lbQ$B-`0-0-oYfwm~R-AF())2YEFox
z6a%W}WsYpcueCGlsveF<Ue!m_zi`2z<sO1)E$yS}GXYrE(ez0U#(Z><I+`}XV17a~
z-(xe!$#mp3($gPnRbEPQf@tRU$#hkYh2XLLs!kmXvXi5tjOgKMEL$BZ5b7weez$fO
zzvkB%2h&DNW02wQ=3|e8Y2t(XBFmMY=<I1q7IgNsYdH)uAjc13KrZgAPD@F@V5Ozd
z4~yOqKfNJA^yqXNX(=mC$fBwJDogipPj)o!x>+Uz@g;OK7P%=)PFT4qOX!~dLC?`T
zS&H^Z`e&?_Ws<2N&yUUgo-#;O`iLsaL`uU7B7zrxh?kv8va0=)4g8&@jSPLWX)zbi
zfS}RLo4H9{zQaA`Bz5}?w-y(wU%1&eLEW;zb(L%CXbOj4PpcstbGa(2pJRC4rG8Ni
zkz=;UO)jjIB+}2RcU2n5PqI8;i1(DN(EIIccFKlW%)l$wjqx;bM8C~Iu+Zn%EDL>p
z&9czv*I=P)-ze0t=pVm@6vS^K6lD?%Ib~zf$%PeRl4^r~?IqS-KjPK8bqmQUy*r1>
ztrI*^@{I|eZsM4t2|*8XK@T(Viq4OD9&`u}!t`YRB+pzEN~1&*d0>*~X%Tguk;N^9
zSOem_h2V&iiy!eMR~<hu0{8mq;@~c7?#xL~_`c~=oYgBJlNL8>B4<D0`AXDfaAcN5
z8JMbDCSKRkzx-34mLU&ZFCe!kj3_TSnhyP;gr`D(tH&Ru+?%&N2|b2R)!)vbN>=bs
zRln4qzT-{x+ngOGDil602nF!j7UKe53F*zjcqPP5vMs;WzJl=bBHUL^zpjrnHw0cf
zA8}pZSA}2*zDmQCs>zA+-tG2n<)SA%{bkE+PeDg-Wn$|r^XWhtALbl!nzkaFnspin
z<09r;&v-r(26pPRo{7%6*YyG92EF`x)lc6#fHZ30knhN~(S_xwQ$1y+oa$-m{2(_1
z1@-#PAOHcMp5|#Gz6lWUp?I6Mb-rlS!~!zqIZtzkb8~JStpi4*Uc?N~UQ_K$Gd!<~
zbDTY9L8lmmrl`)bP3AXhSW|XC*|o3pM1X@;a6WKdCcNmW<aFMUo-NcD(_Zw1Cl<I7
z=u)@*=5%Ol{KdHFd(h<%4tzp{Qcb_7;U4t4n`r|>qHh$CyH0hjE=urn_*LYMT>Ps1
z4eeJ>RmJaD=O66qb%s(Mx(6Lr$fl;puPKhm&?qh%0@<zW`Yv>eLdS5_TK&Rs)SC2G
z_oNQ0ID@;;4`0`Jq2p(JCIuP1i@Y$~(@ylW8DB%6FWQGe=t5HauHQO)+%S8y&)9LH
z<E@o+mSyz9uaeQn5(Tp#4^uRGKkmtxu#Y3{y4W>YOyp&-Jbe<Wfvo#X!$=t((yvU&
zGt>s_I(4lgrgBWQ!Ia$E;3caKvQ!m+8_<W6>dGnk`z1OjS`9JYCaD`@QQzuekv5Qw
zOJQ)>4c!i(sRFdaGW84Xuq@YhSSvjf%yvk5%`;zYVbpaKY+?`!K;MpSLSL-)jFq!1
zHyJ68vO+!SKXgM+`uE?^7t^l?VO+K`FsnBhD20Bd7N(2o^S|=6l*Qiil#}}tM#Kn?
zrsMj$Ku;)vc&@ftGRxj16JT0j<)-}mEl<<<UzH%d**9>>5WZV^hYPv(ZBMQFt<&gJ
zP<IF5uO_07BIXP9h?eJH>(EZlUg#MnYVtD7)Z1_f=CG{@qV>YpLv~i{H(aE1EKJwa
zZtCfJ8ZW_R^+!1b`;en=>dOY>R0*4^S5bdk9;K)1L={tYgDR%#1_aaPr)u^~6b2Z3
zsC|fpx~<;xras0$_nzljv4qP6`9HAa|A3cZxv_>rApfeHdarvr)lt_O)+vlU^&sld
z!=Mg53<&i2>_blnVSu5>yS5(K6HL9S*XFHm>M42in|cuva*H)L8ZaM0bOT}$GWzDg
zOi?NT%UXm)b1<aAZFK_-X(DcE?)h%{xnmX5k`vgy>XA-`{mgM$y(cfn`h$#!%j#8>
z5sk+0ehar^<*->E>qAM+Y;IV7819Sp0`C?+t+D(dHdua4S8NbxrYlhpXQtoEA>Pw=
z>UlH7V4LCD<un2;;##NyR=mj}bVaqZT=%(WpZJ=CaS8A9TROsgc1vGW=M^FF(p$dx
zF;s^Rj-f+`Bosa+tiVFYA;l4)<HRjl@oP`l_@xTML&pLxl%q<&SH)QlL5RSGFA5Q9
zvfOfykh2R9Dk@HKECdV3Z6fUpE%3FwghReYO2F4BSX7Y1z9ok)!BNrUB5&)65y?vs
zF=}uK7Wh@=`Zs(F{93A%^|ljAEW>e#GJ2aq8NJPb_@YLXlCZd3ShHVIVIW|+U0k!q
zhq~@s{&(w^?rQ_NpwQn#5Uu~>UwSu`EsG6$L`(|6vijP14u&l2)=)a10fq#RG6_7l
zb$=rX(BBquB9P!MzXWK3MQ_HYh_5&ndR@!gddu+W!qQP9$bydLnk8O~Udq_NWwS>I
zG+Y85kUN*p6zG7&5go9lk_8>`Z}kfu@Na6cpa~bwGamTfGcku=c>a4&x^Uc~`hM@D
zURd-F)04L44ot*oKS;KEU~XYKe6weaD9P)n4oPdgq^0Cq>QPEZxc-f=9vZY%n-;(0
z>zFO&b3b~@>)y%Hbnm==JNMq%T(L**Y<ow|t((OcR}kJiZ!#V9uJx%co&}-{7u?>j
z>&3y?uj_J0@7Ea>uwR!|`5_GZy|g`&fASO+9eI89>2VyQJgV>*f++oE#J8S?GQ7p$
zV)I<x+~RqTh#o!dj_%RZcnQYPw>Shn`gLt;Y}qYTrL0G{Reu{jnkb`38<f$b4G4Ns
z_%2U<VSv$#o>2@N%h`P*L!D#p=w3AHj_$|5a`B+^UV_*<-^<@^xHubtWOd`eIT-h?
zjuz<FNEl!U@Fx>suPp$&anxPX*zd~9=-~vh1(^M3leVH7M?x?D{Eptc3o@9alDxFu
zw|AGIez$gp-}NhvzH2nS>bsHL^(^iQ8$Fes#0FjWbEPV}Za*aox^BO_Idok_0=~fj
zYP93w&nX$I2!PZuKdE6sqz==r4}DCg;B8tf%zQvbq*Au`kOQ8v(O8*T_5$q-zI~|+
zzI~|+dS9x}ql*4$`p3U7r6B%&scI<8#QqVn(K~myud$uGxr-+>P`f&P<jCJW#X9kw
zChTE_s#P!cZBD3PSZeoBvvVx})~R2Z{Yy1YVKBe0x;O<6Y|w>}E^=YdX`SUyiw9Pa
zza8;}%c4i<e)W#So}S_ZB|Q{fbeC<_z01KD7WC;Y-L<_D^2`y>Sz(kRh(2`8v%~~r
zD%0S&=U1_xQ^H=@Q3K-J3zPLW&@2oOAn#=ebjE(&^OcPMU&APQ<pg~vW>V?QqUu+I
zxWdr%*Hw&)%DXS$weob9|LIvK!tOC$F<B~fPv;ht<|W82pb{iQEIQh#lBmjyk+wj^
zNLvUYG<A6M-5)K(<tINh?;~1qTrg>7G3m-nz=TS`B)n7mN}@k61`{eam@K=HJV1=+
zXrMpFqW>%}0evd5lTqgIV$fH`Dr3Z_M6Gk4?qUf?1N{#y`rq&p(5Di5&$xuFwJNT%
z*vyMTpNb9olP`E46h}B3=pVG`pW`LV7xzhZSmt?Z`9tN!EnW)pRL>wk<#Mu1MCU7L
z`!mRg=aUH+>9%DBUIOu{B)k8RWKoxwfHaj{dfTflqmI^ca4dQ0>9pr$@uuF=;hERS
z6YboQIGKHNWK0<MPKwWEojdQ!l<s|dywW71Po}!|;M-<Zwe^^tt^`qk`nFlsZ*zNw
zJlY)2cPoIe1KZoI8C)l9vyRMHP;ax2=0(_w8J<s$so`xJ6&JY8Iw_xAJT0SsQ3!?s
zlO)pHtOLG%qJf;!DkD<1?C$l-yVpI%oEiC~<BO3k;$Ku8_?*MdS?X=f8=lX_D;$hv
zLHVW=8wOAnMrCZG_Pga7=3Gq7&SoY%;`H9@B0o=S@71UVo+ED4rp_0fCoVgWj(o7N
zJRIk(C06k=Om@D=Ctthc>0{PXXW8*KKWnSj;74MXkmK)q<~sM}CZ@GdYg9v8#u+XJ
zrrduM1knuNSDp8}cZewHV1ACtk<%d^L%gxV$xARfiscY&FqCr0q*mS$aq+5zO^kRu
z>kSg38nMyaNYoFaK_#Bg2KN_jgGySHBsDUcJL^*2Xm9Pfhwg`q=P7R)Q+7<h3~ey|
zdfbtfU?Qs7kMkaVzUI@xDbCyZWUAL&M|LUb{YX5?WrLL_T2`9KOYGaNb2vEV4f<fS
zt;_Pz(RE<TJPk$+V6cxlB^aGbV6c@zB`a(ubHsfzfxQeZU@rrrr>kM!*1`b8UgJql
zZm(G3eN9~AqQPG0EPI{fCGe_(PUeA7FvMxLdtrr<r?H4Sj8!&>7L~wQi9sc`0=OjI
z4;NU=&;iymAh6a2k=0BXU|8#PfVF;&@ctkMbJ<`mFUh9*pqH1xyIMU_x{7#$gSAiC
z%4CnqtP}g6x)29g?A0JrR04~=7gVy?W`h3s!ToT7#SA@QF#`gNtt#Q2U@8oYxkym%
zUpGs79~B3=Y_Qm`mc@SMCGf9{90FsV3((`A|I~x1!&-$y0)3TAV6D<YB_%>kFOF3h
zd3v#;rJ|Ri1FU60V6D%3bW1Q11ID1{hCnLeCXh%)69Q}R4X}3Kvfd@a%Spl7>7<+T
z&vag5`{!dE43m!wFvcW>k*6_;1)02YSP&^HfW;RDmAn<e<emFr0*f1Zkj1MRY+>+n
z6}=rzePOVEB&Ow_2}Lqe95?87Kw888O{2(EZ;JCz8b#V>rkHaNtaYY5I=YaYR@wWk
zS%!~8b*bWYi#uGu<!aaH27}P&hWj;e$#tV!){;}Ebtvb&93m6W4OFwjBA6Ab`JZf2
z&0F0WnO{2Uddtb=_p?G1WAYaam<fgv#F%7VWo-08-LfT}M~N~D&o@ED8C}-1$$dg9
z<)`W3%jAqzc)6MmIx5KBQQimS>^31qf~SOa^Xn;Lq^jnh67KGw*~?ibznt^hu+Cv6
zZHjuA04JneJS?fh^2?NK-tHw*6*`vcJ=8C(`g`P;o@w6ZVv(BN;)K+lPcE<Jy^yoj
z%gB4Rz3s$soAF(JJU4_vf=uttpR?%`<WHYw6?RU6{i`QFOEk<$_#{P@&u<4ZHq7)h
zIM_D*D?ZcD<>fH_?7U3>wq^P$s+wu~8J6j%*%X=Sxp*-BB+K+`6*^46PW^)E*X3e*
z+T}bsFid`1-}|K52w3Y+YTz9x4%pl+`|o2Ad|;=8T-eZiR9s|moQygsOFznMea-Uk
z{4&WoxP){sXxvm3E<lp`{8!z3l#5F<#E51YboG&ugMugX%Q2Td3uU#Y-YT?0Kr%l^
z(mScU{0<Q3?|b@@$jmy5D>hOa(o3v$y`^N8WN)?jlZp{<`JWkQy_=fbF=-2~2NpZ{
z<c@C%l_4*rzg}1t|1ztf{=`=@$H&g;!yJNzL3e`C!hp0*s+&<+wkp+gg&4)L5cM-j
z0~Pf%c?k|ep5YJ`@Ewztb(_mYj;OkEQ&lMo_6^nFmfz{s0Z~RAHYj7{Ga$ZieKj&g
zP=VMnL^tQ`g3%GqfwbGB=I;35*GeuM^!VD+<7-}mxxx+(fgalw*%nSoS8~-7WS2t7
zQxzf(RSe=##eiT;!S}ulFjV=%R0ZRTN5gQs)18D-gG(2RL|rrbiKv1kl+Ux#p5X-X
zw`T+S;zQmkqFMl!wJltUgCW(F_TKKo0Ar*}C@8b{cv76<1^wKYzn_sIx^V*F-kEc6
zCXc?C+(HcGSlAOLlcs!_K_3%VCN;dlT~IFWMEVV|ICi!<rcTXD5r#)&3zzpEU%yRh
zKe$qeEI@S^MpY?6KdcBPl_ZEzvS1E_Lw3E4fpX2~qa$R4uHI*Ih)}n>k};QYbuc)8
z${+<~tGC)9LJg8f`+B40x*C*rH90jaQ~bct^i__H1?8Mn+9O(9P>z{7=wWdr2;-oQ
zk=mFru5pY@VZBo66TUtYcDyTIh<OEeu)+%Y(Gcwnk(Ix!ArVxx+uzGu%NOl95~7{s
zL%F-EH?xG=Q_}bQ8YoVPam@?q7<Z_*w|@K@B_@w?A9K00pX^;%4({W9O0?yIBB0gn
z(YKw7@33AO(V8P5f~9c?e69~cv<51I;gb{X)4Y$1@f;Jqe+<c}qSzQ-g6Csi;1Klw
z>9TGs@5s2Bs(|(S=IU?1%f|GIb`(;R)fl<7zqh=2H;{~zSRy7EED;k72!*#!rda5B
zqlmbgVh%5)qgweHnX|<%&IEe>Wa;%2FF{oMlS42aKTfzcXlG?1kyc^tq{7Hm!D&6C
zoJ1We7}TMH0nq_uf0LfV07H*0h92*TxWdHL7q*~6slvKxO7Rj5Fi9K&73vT!SD~K5
z$WsNP4iyaQP{D+#M`a8Mq>m|VwnE((nvWAhxmZwPpryh<UV>J5l0%@vqyQD3&P#>t
zHT|L;mIelKXkb9_vWx*C4LVU}pBt$W#W}Q)j^}--S=4CKvydK5)^j=0x7H9u_btzy
zp)ZMF0uZc$<Yx|sAJm=GxVkXFu;k9dn(-PE$YP9v<PIkQ#y9<psZ&2LB8xDG!5BjR
zOJhiV{kb}`SCZ2@iphj@uay`OrhltrRk^1pElb=p;v$sN7*dQ7gEK}RtT3dkk&as4
zO8GMv7P5vE`e6+zZIxgcQrZ^DZAe)+#`}B@qsgpCX}+7z6~kzf#vpX`w7aP_n$&)j
zzKdLboOg^E$1wEFH%n<~T@V<lf8&CHK}$8{h$1@7x18XuN@0HewuUiboEo)KStq?#
zX{{%N=CrRXWW@V-il}&BTDE-5TRnb+0`qv^hZD6kdX{joeM8`L4py7yA%rLw7Yr#a
zj2gHi&~1`;o%oQ~z__rRL*PO?2%=Rc7iu6EU2j#Ri1qdRd~~4WNNy_r;+4>ekCR$z
zh&awm(1~wy2!;qc`BhfO{eau5l*OQT)ZhMbLWNPHj2L84Mh`Y1s{0_N$AGHdLyz*o
zr*S=CM-knFwiVG`w|*$`^F>sspF|L*{smX-G|?dd%j&;vIT-yHc|8Vr{q#Pa9HF}V
zCWZQ$qx)v@`d~hiGk;u6;|S=!#Y0*54K`MGsGbKt9V(BF7}}Z`BVLfU=(9%iV;aaE
z4t<t99n-+#p;n)zA6B3JM*Tvc{U#KBHjM2N$n_p?io|vUKNkbd%Xf8RPhFaIc|K`e
zxdi>NXm0Y;+@xu;eTR4HSX^BZSWnZYnT_O_sVU{<wdcG~M}w`^XkhRqZQLNa=gYfR
z>dKdQb#l)RMSmOp<G&)HAnb~OD$B&VI<e7L1lH4Oq5qwjS+xhXRTHb!zH^P9%8%l4
zS74`_+~KtHvf2&8&XZRyQLz!SOZ~z!_(L_N!xXWX^7XVLa(VK|DTS3zlr^(JXU!z1
z53V5l&Ghya&M-oPuD7Xe+jv{a^5^r17QLs$w!j7Du{mWbO83&P56JExcnir#XL<Jv
zjv+BcU-^=Ewh2yYK(YR%m%V?9`UV?kW((1bLp*0a);lcq!{quehjuDjmlYS3sgFlj
zm%Ao4DKBTY%IG3PU-9-4sSHCN`)!ar%BZ6{S@$q`tm}w4dHWUbPhtqiUq3jbyEB7E
zAa#B`o|i12??uV_#u+8#&bi*o;#poyk`7T7afs{+lQjL0k=y2Z9};hJG{<*CQymuh
zCA<LSUn3<I`O=cef5VGGo{A0fF|ScW?dE6@f4fEh2rmJBDk1tYa_$0J>C}0Rn(U<o
z-m3D&iQZ5rH8YqHj=_YkAQYExyzcEP3JSaJB{(^SHdHh(0VgUsRy4D@sK84UeTP%d
zdD^#`<FnKGH@$;JGDijZMi%)FyaeQ_Wci_?jYJ<_lCo*&&>V>4l0X(m1o06T@uztS
zh*JqJ3C!drN_P2hHqA!VwLT|Fj)hrHu9Y%q$aBgc3(DE=cteXnOwC|l6<DBmrg%M>
zv^%4$vnI9Lzut6zDwe9Ihwhb14)v$+j)3}YZclbs$b3MrtpL96oAAGZ*<vl%#*ySL
zE00!AZW*#gSa$@r@$ySUhIkx5$cSuesoB5O4vkt6cu!!Tz^1T(a2PlrrcO0<NL{(&
zL+>KTTGbGZW!9I@Lh&aRWiH%m&T97u-dDwW4q4oF@Ix|v)T6j;FhF+r$XiSVR*7Em
z*hk(6o#GC!IA%gdS=oJgN@00!iMO#RP?Xsq=@V~9=N)=r>J#rsvsTiYVeQIh-u4S=
zT_y<TIO<cc3=#31Dv4^;Eu?p@1M9}f7nXUqikf*<6}eSCu-yB$Xp&b|>vNC6TyKBw
zO%o60Rn>ZZ!>D@cOIjZv{KEUJvsY1l;bMWlaB<sjBkT2zz-nJQhvZhndUYePMvUz8
zwf9Bmq}-~N%GoN>GJIp90xPDj@Xm9H7rBD)0eTR(i0u3=we+jJ3_kE;Q5mt)TQ<1X
z{Q2}u%dacEMdhfK-s<B0oN8WJNdY~WpL><JnOG56A-_VDjvoe;&Y{ZeIkd=4S?#SW
zwglD-p?dl|GdXf9BFlW|ttSo!Rx7HoX(&HR`J^*j$kd`AR+js|^H$A)d6hNZI^tX)
z0VkQ}(>2}<vqE6^h|Qrz68aB%T!a;4-7O_9qhpc61kt0df2U{NI`7k>3ddaj19i*_
z#q>130xwB<eXvU;a|q2tIyxH{(>Ga~s}eSaHzLuPV%{i46=%UcgJ@6*P9_KOl4E6u
zccO(T_A0tlRkhtR<bIf7onVN*+cl`FFd)mf(QP9G0#Bvaa~=@Sb19UQnut_2N-p`y
zTh0V8-ZP}5vmD8(cAVl!?jOAGiKUzrOuK|irVoiTTSr-TBS(d0*99oQ=|7bx;;`_+
zAX-!c3!e=tITgU={QYo&iI;F%FtGuFi46!$3}+87&YTk_HV|zS8(^6DL)*kSs(58P
zZB{nm^kC<t;@X9icnMs%BZt7y4-u}~5%YOjXN8fcD-(4X+8acRN?_=*K_yuMT*luI
z7Z}>m0fsgpFth>5es6FUS>}3|YC>``U}yu;HnahTq3e*2mM_E5xAu5n5vw^p82TH_
z(BJS97<xB{z|cDaOt42`<Y{Q44nv;`qD3Vz^v$4>YXMwt-wziU+Ry=pHXzI2q(#Ki
z{S+b$Fs$`efVFV@Eh(J2IjmJXT)Sm$UXoC9ct6pOLzJ}~ZDhnzZ_@m|rHcAJv%Nyf
z(_qA4On6q~us~`~DuBI42bMTS1oIhlKYUUnvtkWCu$ZA)QsE3**%YFqCj+c3=BT0A
zHkNg1dqTxaY^|0qhAk3V?RDQiV}WA&9*8kh!8&&1QSVf9B8qkFi^sfGoLj@?xk-a+
zh@ZH!SbYA-AQ%pB3)%m;H_o{+T&8Rtn51XW_$V69pjRCC)(WAKOs2d-LI1{aZ^^`C
zM8KTw+w-s*dNAI^cu1P<C(2QOcz+Rpad6;NwU(~>hk;XY=qPcMLmVqII~67X4dWzt
z_MhISA)yiU3}vIpYVzVs)gwjm2<CCwLq?C6yVh5ZG?xWxFcyL%Dq*77oZI@c8_kGz
z(uxB|r`N*eu`Zb{;%#Luq|01BT-h;npv6?jXl@Wo_=2)|$LVEcR#vSd&iDxF$Q)gx
zM7)v-mm%7yU)W=66QTEoZ>yaS+(TJSimRi>qZid4$0_ev(+Mt}^3E6ixpu1Ei}qy@
z+8i~n06iR`7JDuywRq99-l`#E$fjuVwg1wtacJkpp^4+DzS-=ViXvY}^<pgK`fA=c
z#Uu`)Mc(+3XNj`9^dnF2(2IO5?Xs1jt@}PfOS_jN^wN%mvi3yP(r#KtZ|9^4T=x+Z
zIGg2nhNeVuQDE@Q2z}LOnL>q$m#bee@$#HZOjmvA5b+|7twzry>vorgXC${1TRBsh
zcr$|pnRvZn;&NfWk0BgkrjATJP9#h#?^i^*l{Ydj+R7(61XjM}v+}I{%*yo9^xUm{
z$FefX6JX_&mX%L%Hn1`m1y<f~S-EVa&&uW0FIc%;WDbrDD^G5a6(-%+y(3IhBbtTZ
z@OngJMZ~vz08`gzkb?TFG<1z6ectGdV*0}e-57%29O@LQ&#)hgWLJBJ1fgZvXxLFP
zIH|bPE>aphDn;ZQcf1wp16{b{!_oCdN@67XR!MB2;M)hY6jPjn%!{=8*^Ik%4AM@)
zc~d8G>E`Shyh^;qAr!S9k~@lYXsdR2x{~hE;&oo0(%k!m_}qY~Wzc5?(R!$5kiN3B
zonv93-V&(?>Mgt^rJuJ2ZM=4^62_sJ+8idcstf&ps1i0plZv)KVHre}G1)LEW9T#>
zn3^qmBe}6Kz?f`oj+Bdg(!PEqyRB0?iWvEv1S-TtX%%9431()sIRxU@Alw=>1-=@o
z7g~u5BR4ftt_+K&tXgPc5Qi29geCyJgaLs9k@VdqtpJAob&>jH<TK)~4mLj}{nY)O
zN4cC>!;U71zwsK#tcFd7i0K^5GcU8Fc$Pz8NPOhL07H%`QJV4SC_iHy$t>jr!1xo+
z*t(jtkz-w|JgA*AAFk#ExB6Prn6Bo?Cg&;8V?_PL=1HeAtqqq_qh=I$f1lRJTth26
zsn@8hIWbq2Zy}gpRgxggT$M=|y)A?>T&9#8JV>7IniVcnBQhQ}qfB<UtR}K>WX6-C
zcr<e$M42!Kq0@yr<0;viqKqsRnIYt&sElc%3d7K0rb4t1Gi9UorJNQV!&7KPs>4RW
zot)kr0b9X6Yz+HS&Zr=?OpWF!D;MAP_J}fsRX!3Q9T=$AmCC5@3sf9k2daY6fq`nS
z;)y`@X0#Qkz9`$dL43S|^FURY3x^5cwCv2s#d{o#Xyu;XNk=QohOrsN#A1$xnDwmz
zQ8DXlf@qbnb#tZJYO$9ip}+5n*8P1KFQJf?Ax?1!`ukteI$WJmC9I#5q5<KGsHV0W
z9BbGM{oG)KPIm8Fv&O;zqmylq)(gq4L`hvPoc&Dmc_JZ(7#ZOzK1Pcl&r1-l8gdB4
zuSd8lT-_zoYG0_a!pKt%qE7KDHjI;k8U{P4v9pQ0i!i`YqfCsc#=Dg=#)^@g9$I0T
zrN%H`f`Q{=W|_+384iXnlLK^_sxb1@g;*f=8Z4lU0f91)RLy803^0@#9H0y?<$TL!
zgEC)P%6!F3&?ehC1bS=@&|~L+>Os_@hd~{B{2yc29T;`7{Jjf38%Rh9C7n=04WWmc
zP^E?52_#$#0g}*csDKJ8qJRP`SODvLRuBaBS-@xeS;3Ca0zRJ&6|q<N&3yKIce8gP
z@J~2qW~Y5;cec!TzZL{`RDC<FkFvn9;}K(r>t!AU^7PRy=?U%^lQ5{e_8Az;RrVyA
zjM6w+gdGO<Mg$3UEy^hC`_EEsB^5GCwuFqov8<o6AkZZ<ndJ_0C7WDAB9TjqWK)P7
zB}HDMJdyxugu*&pofF+9=Omls{aFxL=pJPxx~Tk>olvs5Pl7$FAf3oTDrhp!_)pQ`
zhEh-Z;pCGotP=9cmgH)tt+f97$W9}etlrVxvs^tatw9>OUqI^cC22?_3-yj~3$9Wx
z2&Bm%&nBA;@^rE}wO!fEGfsURMfO3mIqdvKVsKzc7&=z%tNxG}9HtTmhp7(hE$s%5
zQ;AJQL?Hh(YHB!VNenm>2Ap#x2Al~K<cw*vWi!XuQ^}Fps6l^Et6(;g<R%;4L*~(v
zR7{(vuux>9*-f2n^jm*VhqR~IOqq@TA?-#ssvO`ssQgmtlivig^hfmz+NlZ&-r2iy
zWDF6S>LIHI9Xt%z@ppB{G2jyAk<E~`uD2kRwd$=U2%D};J9*5<%;;*ahI;HE&ocE7
zNzG%8UeMapmXEzLygVt<JiNFb*LkfxPPx$2j1@y9ImFId`gj{p8)n9%iN2w&2M6jH
zNMeS1MuZ^TZ}n$wJ%io1H#Nzr$uQ4j`js4~0qd33&giu&V{R{f{+lh<sQS%FTrhW$
za-(!<p2uv|9d2q8QY@3ysNt>cg@yy#2@T6fcnWn80u8ryFd80C^yliTPGibcfm8uQ
zb-!jNefE<W_;Rv@z?T!E6`p!Fh210oqqQXfqqPOu{X1>>rH%1qDhteZxbj)9v*kw)
zM}7V+I;*2+kb5mTj;H=tH#GzGHmNj^n)Nh6g3;7dZy4(dsD~vH#_9Vdg!XHb^ulqT
zZps2fm46sjPz|P=g=AyIepfPq?6+*$d{@hHNrX|Go_%=KjtWWF7c6m*>oXzvt*~Ge
zW?7vIgSPC;#(Ww_xIX_dby5u4^urmn)0@*T4BF|<s~NPxPZlD8AJyJ~-?)ZOQ5OAh
z_;m>J>k!57bORoy((2`ur%`Fcx=yAn>!T^2iTdH6TQp6?`orlWkP}ZeIKR&;jERq}
zvwzh`LkGI3?B?M1g-1JeXDNB~Csdln5K)@NxN?*+rN!z+_f>Ro)4y3WJTFX=wM{r{
z?Z9OgsO9)K?@D5?cOq}wVE6AJ|H39!E-#$0RZ)ji9_F_9@ThrzvMIx2_37+3*OXy3
znC1D0Dq}TZ5tVIHFLEldd;(lYA83;7RA9vq@TTdPb`J6C+|Co*=>uClX*zGVXNHmu
z%tq#)vpt{NU}V$QC7#FCHo;!+<btd_B!qI0Q;@Z-ISR7W7KvV&zhI;;*yf$5H_Y|i
zqxMT2r{+XSjmNaFxhcgu?D5>7UX%1ljsMr&q{jb93{oRuP+|0y#2_^i2C4D+<|dz4
z{-<oba<>rP1nW}{>v)L)Yr>$qC|zQ}nlKh?+~D6!l7T_D7TUGaJ5UXk7ziaykO9(m
zb^f3iJ7(#sIo`4H<&Tqb;o6~Gv*jh*nB2XQO!<)}Vh7fG28RlWxUEUwi&+i+Z?J%f
zf7`pB`<Phf^qUwEj6US_%?msm_1~i@Z%{m<fN0!8&*kn_E%c#<p5E$8X)A9syH~U@
zcZ}pl)(&0Y0vpVU&<nLg(3QVTt6gt-W@ulf=Y;!0aw1<XvYi=A)s{+0yQ@4;se2@Z
z4t?9`9g8R*JS4#={<x=wZnl`lajO9)8XZP;qg!mZc`w#0m(cia$v{EO+e<v!{UYha
zH<09-f|wUVsyRhNRx_$>O4{FenP;L)9g&)lg2U7?31Qu0h{jZXL=vZKsuHND=UnJ%
zuYQbd=04IwAG?tDysTCU-vrY2%9p41RJBvYbHr?m<rKa)t-0O8wVyJ6(-gh)c5jmI
z^81)<z3Y{!_4U?^J;^p9<}|Ng>=_s*CDQv}-!)64+PFZ0>S&4Nfvco$tp=><8<%*N
zW?9WB!4~1+7A>3W+gt~CqU(|c*LT9Fh+Bmn>|D7b9gGpPX$!q0cUplO5-GGpa*G(}
z0LN}bDLu?KmImE66sMPZ7P&jN&{?04>a3<jvQiyFtR|#rdaO<KipxAzZhwkCd6|da
zEs+f<GxyOu9&*)Zv}=tw(d{L#j+)yy*%IuOdl5gHg^<Trc-r+yOd^fBw>W(>g|7^f
z+B%Iadvw+Ric9s06`m&|g7&Mq`TDz+wEebKs)q&AW&w#hIN6XA8cc?`A8)Szy28`X
z{ZNWtw8zt4S6t_*tH*s++#q*1@vz5`dzq{3s5c5R=Hz6bgy7`lK#KEH`m+*+@#ATd
z$#)b*jUTU)L+Oqp^$<64#t(BqwJ*gSQ0<Y-aC9PdLE^bL#T-z5%cR)T{EmNNI`dtM
zna<4RK@ewvOIz@}=sxyy-7VL6_Ehidj=J-S;$f<8Dm4p^op5-JfJ8a`RJ6mp>n^Di
z>bX->LtanF%^)7O!<#Ty>G1P}7&u&C?+cCB%VIjGI==2A>EP>*B&k|o_enLrPUR-j
z*REFD<)`%#eKI^wA8OREk;;->;dH4FoZckWIDICQ!s)a47o0vT^-NBW+2Gl4I~?<s
zQyV-NsAW<pe7#6O>gXFva`Mf%PBW6$dgW}ow)5!WeoNIlL1y*=u1Pif09U1o1FO5D
z$aWYq*HvtP-z|4FZklL`<Su(9xzoww<Mc0^J-sMn;J8Xsn%qrg=)v4QBpG=SXI3w>
zTr9rdbb{dJX;X93u4J%$<P}ms99exJAv^iV>PT7s(9o>R@j?9M1LM?tk`!y|6BdMb
zg1;e%u_%0c)gX<u2nIM7gLTr(Vz7?Hgf}76C74%)?i8Ax^6^zBW5l}kO;#WnXB*$}
zCArefD$wGLRiFhyTEgj-1?HufJ0{I+q@I^%mfYW`%(_BNkt)H4362dDBnAuGatVR@
z0itbB`@!9aHSY&6sL2eR!V!0@W-acp!-Bw$;#$S$D+>%e#)j>{Dc0X~?;O47O&2Mk
zCt~06E9$R&lJ&4u8JmC)5G3><os+ERBo)@P2P6c_;3UfeLz$=2%t_V*q!h2CNif#3
z$0Y*@{!$8dPO{ER7ZHTTEO`<qSylkRbAP3oldK7=J<dtimqw=RD`WV$5v7e|W#D4v
zDSJlHa;!YNr8z5E`r(X1-B=xrLfz7<8HG^((e^&izpELAI^XZvqDD(|FbbV7ASA9<
zYdH$dnRss_y=xrJqjzi^SfM<E)(k~+(#=pbGhLs&uxyT69z}6sm;$F-H$_pb4^xCs
zweF81yEjaR6^W%d2h5CgF_x7*;^`k8%Os^4%Lb=cJC+@0p%}}K5U)L+*=aKvB8Rb|
zQZFnwQucb@Q^zD2)tnCv9baF!e$-Q`zLGf1?vJJGZyxouv|EKY9{-dLcq;6s22bwu
z<l7A}6OPL;GvSpJ=(WpT*U}rg8+OjBr`PPK>9C~~y2!uw)70DoV@=WfG0%7EV<{D5
zY;Fb_9~?c=Lpl<~cp78uxNrTBtC5ll<I}JVGsX^+7#z3Fk&vB9fl;mueRza-VG6^=
z;Ch602@bC4Tf{T(PdaRq3@|8JLSSS;%$Od^0%IH)oM8snf(#6<TYm3%tJ0DkbiXM>
zA8Sfg$P$5}^#KXN(E3j@lZV!&#F&THhnS*9BZxVM)|(_RSYbh6#Y%qT-2%gk4Yn0}
z?D+ia)PE&EnDI%5K9~||2G?ldsO>jN4_khYu;q`l+Cmaw%O{c-Y_TB5mM(L~C<_c*
zK8&yhM{T*8BIsaChfEVr9V7<NWUz#=9j*eM@UXMt9DFQ8nW)CcLIPllB><*a5SW6~
zHVe$AxN;y@<Ej`6Fl4>{87A>`Br`ejw4<)d8SfgYHM-Smf`q!2bJBL3q(a8qDj_&&
zvmnr8i_rsR6szgObtKo-PVc(g<5kbe<`8>OioHY~kp!ITTuXJqz4V6jfxPAoRaBRB
zy<=qIqWm|7+=E6g+l#$hYhXdflY?l`a%8-v8Flo*@~Lf`a8O~|t+MDB5}wMcCgFjd
z+yVkS+N(?0yI^#3b8ZYaEkbNsM6vNTH@l6uz3F+gn%%}dZ+SjZ-MD>lD8z1KUkSl(
z<ALiIb#!H!&Bk1T-M{f2PhXcBCqU+PPe}y5srnJGdj{U4MY3PgV^3~wmf2%mDlyo{
zBMgq;u8<gP1QG`Oc(b$29%HKyJX6&zk_@c1!}^~R1J;D0?aO2xzo&6qwO^vapU@Wn
zl^=SF)FDX*{;xXxKb9EqCk(0HM8Ex!r$Bup(cn+$Apf23%}>_feC!#hYPS?m1N`Y?
zIJ^m)C^6tqm_=p&e3d0JU`?1H>yw|ACF|VAGiInhk_@bSI;_u^7_cS`R9~Ms<9szm
zqQRfgLH?MqRQI@pi!a(joj|tBE!5K4IZa}vKPcAI-R;SdQ9G#I)XZD1VlDW;!5vio
zZ7;^hGO?V}bYws<wrNVUN?j{$!44{3!Mv%Z^9tr>iN~^hBYC;nW%>4&W?2r!kkKbl
zK=JFB({sl<i@ig0Y3J#{m!5|1Yg?MF)ZHvV>bOQq#8&EK5)$4@Js`oDY(3V}Y^7Qa
zFzqQRyU^K64QZe(LE-(>BczzvPkle6pR=E8HRJtM-R0>kYwy4MTTgG7Ixcm>rs|Ip
zf=yMTF`KH9#Bx)$cD8s@Fz$Fu-S>N{0<c<zH&vU;2G~?(IoMRST3{;KF5B5u{c@(9
zN`7~erji!*!EXXd`j2O)#oOS5A3W34083(MPnGoi{s+${y8%4}dMP#ROK0oU@+IEb
zn<bedbxkJ-WlS0{QTElX*AU(FXPRqYC@C>}SdwjK4@)HGSl!AwYMq2&_HeCEcq4d{
zegk90w808sOi76|-oUv#l8>7(c%x)rB!&u6SOVT$*-6cl=5|gw7de=oSQcP<VnOJ5
zxx2C;m=RR5MCW9AVYb;<STS<?HubGk4zBvjan)B6Lx=mt%H2u?9$a-g(vVK6wV0?z
zkC6a)tVJX{H(}th4pEpK+P-T~vutwLvF7Bia}fe}SysSZ76h}oo@1vERu&jO`@9;T
zt?xDD3il18^!OipXQ;VSP55p$sfp`rB?gn!3nT=S?ImH8uyDBOtTqvMIPQihUW9?;
zwnt%ZjgYeQT%^Ervn4Nh&Vs;m>woP%M_FL@oO>oI%CE)+BW-3K?}%FEtzyp8+h4Ao
zrrwpD;kP$i=|xx0PmPrbxb15Rf!n@_Fz6ems4?D%Io#%M9TC26!oY2bQJDDFp?J&s
z)!#XV3C<=2UVBq246oUc2Ht#SLEx}AA{_S6sUdas2eICzYNS*Rz8XfVaf}U<7!=>s
ziu3kSb0ipx>#!+^v(mHLLK3jbmYiUUB@zL!y`i^@tqJTI+!_JkT1cOuqM?+_4qfG@
zJ8?ycYr28+79f597DLma_{I(Fyo+tD&*Hte+hA;_s};l2YCS;;Zn<(}GkrS2TUR|P
z)#XjC)W-w_i6We2n&?#nU5V~Jt<6hq7}oJp8_i3OHuiRQU)55_Cwe>O9wr|4%t<gY
zhb@l^G3Ir)TN1rq^{xcd#<rE@nwq9>Sv34Q+t(6;B=-eDD9OFwlHX@b)6<)H(_;Q;
z?Yz{se(v<f>a=Wwm)g?Rw8knbSE;`wA*+-m@@{jZ(r>NJdi9Ie=7qMfxemc+k_ldD
zv#j8?Sdw%}(DS-#;P7mBTpRN)TU;CJQCO69<6mYovrXjMZVegD@3OUN?%fs@1-)vO
ze|d`T?4I1Wc?|zJ{NSW?HHx_fr?DIbiRTMQ(31yRcvIbj+f?)LQ&PMgW5{!Q=ewTt
zek|a;t2dQT<ZqJl?=yvhbIrg|Axp2S?eC($X*6`E@=9=ID5M#`ms&I&3KvNTLSY#}
zLZOhVXD3d}j=81{z2J0huN?hA;<Tpfdf5h{P%wXbQ#%w6Z}29?O1j8M$S@kMX=5T`
zS)0g6a0nJlCWr*f2#$nQ>5*V0IFtGmowuY{iu)EPB5q-Bh=_yy3lVX!nuxg9mF0Cs
z1w(J$as9B=TJKX+eZ$0!P4&X$p>@><QbUf0q;~}*sE__&$AA>~;p)PnINRIF84EJ?
z1KD1cdx998DGIWjUM*yp0pUc`p<eZq1V=_ewrP6OqTwj0*H#2HqM$ZGL=<FpoR%5W
ztS#NtI($Swl_tqK0Je0RmSjJFp0=tMl8%*06hlF4qYRZc$9j9~UDq^^b+wI*0f)vd
z`5*=?6EGUQC5#IByy}H|&g-om+L|Gu1G7Q^jOSknfbnfHB&3Fqws~D3sxZof6%~`E
zA~aJd5ET`2EfG|}3BnvxQE_tZ^d~|U6@f@rqN2jn78MoyOL|P3<x<Nm%7_8Ao$(^I
zK+Od0&DYX>J9(RrxPngZOUqxSi%*I-m7k%CB0TK2E1yP{Mx&fBj9aGYlMM>I`u7!{
z<Shx_1ij6jpQYo=whhp?CFUpFU4&jt&DTG6@wV2VjOaaBZI_DU1n3q4siVjKQTVWX
zOWV*c!w@$m#^YVQUEO=za$?NX1M|EIx%;V+-5DNaHge5=v*62z{GD~~KMUxcWC_OR
z!r0^eXT`igaeT08ejD|Y#PjBY>p6}_=YFTC8jCmEVuK-WFE?{G7^s&1oBlK0PqsBh
z7LQAgIPaILAuJwjYtH+BWKu-pPy7p!_>+l5B_q)kS!{1UzOFve!@Ip2kH6K^Tc+Z2
zh>6TearFfxs=%UFPT1{rv8gleQhlhWH%IT7*t@p7Wlrb;)YW6t^Bd&0CT{jqNMZi+
zDbx`HO>Iki2|;a3_Z+9*qNhY*W2bA*88&tba?Hj~OKuX{*x{G2+vga!x0TG`cBu>8
zo|0qSUdp6!`&|A7x6jR~W=??GmIM90ciJAu%<$d;-UVv86pHY^P(bLWvvFC@0VnPG
zr0N+3-sS2>L1B(HZy*!+0`0XqqQc_7D6)IPWZ2=eMDa*{EqO0gUUA)EZ>Qjqq@*-Q
zl8eQ&Pj;R?O+5~=P#j6V?>zlF2ZrUOUCUtkn3qcBP+oCVLTH>HuAiQr72fZH?G4R+
z{vSzF9R2-lLAbo)2Z9)j!sQk5?MRDYcw>p8+L<Mal9+ILMJox$qAshQDX(b57_rWJ
zpA`s(6}DT5HP%@cYb;JI2o@)(udu*aoYZe;R;P8^iTa9JQYRQO%`sw{#9&ccB_X8)
z%SX}S3hhn|pntH!T6|V3h<8@DCnZ)gf)SQ57=hvn3k)MBhmF87Q%pNES^I&`p!k^S
z1a(Y4W_nbL!1Un}f`lHSQ&{n`q{1=N3laiFP*`Dsp~$}-!H<waj$jm4oRkb8_&X`s
zDXgf|Uc?RxEArc!!iwle?{05i>pJa7{4OjJCrnoS^28%ic88$RIAO|fXKE^%&<|(G
z$!AS4<mBsw{@wxhK#x_(%)a9j^kY-2U65{@=3S>INNaf5QAHB6d)9oX+?+<8E_`?Y
zDm70M;H1IV-i$h>?M*Soswj%f!W1Z`*cwH#IZP2Qrq~@t_F$L{BbU?`{wir78o90v
z4qB4P3|b@FhZB|<wBBQR7_>fVZ&KDLCEo67B@C8>)+nhLiYexldaKkI5{!{+;DuAe
zX9YdgXOaNp)n68bUyAviAQbE++BM$WMx#=pX$O*T4OfXB%y5+`F{o7NC?PyjQ5Qcr
zmS!O(&yMb&!bmY#eZtbM!HO7Tu(BAVpIZ=gFVrhoVD4V@L2i=gY~03m2-hrlrDhnf
zN*pUnBnIQv#S#K5E`Sxh0qrW(hsSt3r!GIMF~lFnSo~p(1%WXrTd=?|ra0OdQ@XHA
zY6xo{aIASiV!|opc?pI|&qkT_;#o~1Au!1j0+TF=F^Q`eEHF&^XEi3Fg5fWzAx!$s
zG3hsn!2^o#C_)kmF|H%_AA?V)F%#4nYQ!9-Sj=IH1%WB3Ua-J0<!9RzynWVyVT0Vi
z(`8gVxc@>!FlUv?Qeht4>rEg?u%q=fZwZ%6A|w^RgrIi8g0L2DPe+r;CUgvmL_XOl
z+d||GmdNiPC>s_lX;8a>=<cNBXVZEpx_{o$(PWhEj?5dvGLccN5e6AWj#a@C5*eki
zgHxqPKb(wmgtb9NInuG3Ni3z5nc~Ly1<Sn;RWqHPeW~{X^@Fqv)7kF?gjW8IW{ofv
zvzX2vn76IIe&)Af&GaXi_nE8ecM{RXDaKV>Z=6qq7_J6(buuLZcsD3ZlHznbt&@2-
zC|6>TrwD_CZDN4rVX4Hia2~z&7Mk|{xysv_GRVo=-J4iXiM*Qb{;FfO31l+ML;@+M
zN63rLFaI3YKJ7dP%LH;<IK%9>Tz94SS>=-|uWA$+rWQ&FPELKD^siTWTgORST7h<@
zGTvdUz2$0!Y(Wv_yeqMayu$BFQ1j$9-qyA#oGQO@&y;YkO4Y$fLa)HRGNz82E7>A-
zZMPsi)xMP=#)~x7#s>zxYOkc?LB+L8XZgITYL`S{OnFH{FhV|Wo;p4#@G@h?fKtr=
zw{q96PG&%{IAcJuAUvSpg8~*5<H>`1_YxXAZl(C(v14l|Gj_N;lc-?+#l-M52^W^O
zyxu!iHI-BtJQ5}3*nMSvlm&svczyCB%9eO*^>kP+29N==J>>Q!NJ#D_YN8~-T=b((
z;*HfP7rDl=v_Y=XM(FqVm&Up}hit_FVm)UJATm~i(lLO1)QR?STVBw%2|o!eg4eJ<
z7(do@u4eoIJ6W{>c61gFc0043_f_eK!|$dLznh}?QS}q?ORJqzer0odIciQxww|!b
zyCo639nQl7{|o3XMSf59g64JhkDnbgz~v?gy{LLvkJH|IiEer)sNJefmu<=^e~k9G
z%A521GChma)x*-cR2Y-)&Z757W_U6NmU~vvCjlO0eB@r3i{CK93oZN>7VXqUvTsC{
zVqpJd6#J%Be@E;Gfc-jGUi3~|m^;_PR>Qpm`4HS+j^f@e8{Ai%3wN%Xpx4Egl+SB=
z-g%d8Dqnzqa>{RIu3PC3Yge?ayh6aQE&qTJ*DNc4j=ad;WV&)+bNWLM=)Cf$2uyy~
z%kQhma$iaBQ_k@8)R%cmFy>si0)(N*My74#MtBo5i(ebU)3}^}P2fKp_z&K)I>o>6
z`p*KcP{;cpgSiYB)zeM6AP=r?&(%UGW$MQ91qbcngCU%`O&rWSzBqU}%)hYdzM8kv
zJp5-1|G|D^EneSaGi)*c!hXmIo<?Jl@fDBjNGokAjN%K6uW=vm%+)D{t}nUICA-_2
z7^+oHR_T=w&S;s=@5-&KwP0R_Z_}tc&ZgLP<XG}S8U+iO)XoJHw>y`o8cp13CRA#b
zlYQXg&dJb!-sWu{lTQ(VCK*nXRHsS4dH%J^$$T{F#T&NO3tm>f$UJzC@nU+G@IKu5
zGIhim^Ex-kG0%a#qfdI~wA1fz_wH1~a>@MQK)JKXKSUqem{`X>IG5Llc`@WqJ!fcf
zOE;Yiw%h4VO=aIMn_F7$Z^j$TIptq+$hesaX<bSb^|&{aBU<T`Gv>|H-|eKGGJi-&
z37HsrZQCQjb@caJr%u)fKA|n<rG+iLdhF3sswTbDJ4Z<}b5ghBF7JId7`t){@AlrL
zZWc`OvbG*`mA8SL1k-@vyr+G0uK94rCP7OHd9U|T-F{C|qJHUK?;!Q4K$;>-i<}4b
zy~MP0MVfy7A6}~I+gntoUXhJ3gL#qOa^eqX9FZ8zdI%FPcl<)4QPW3gOnv^Hs|!D0
zI6kpD=`{6Oqfg!MZBc7KwbzGpQZtmKGfU_7q{6q}GF|XkQN58&Xy!Xjy3jBFZ?J%m
zf7@HUdzo0yf;KV$;X)2Y0bdK|5`=^c_*!+LVeQZJTdFn^k3DuOa$M^*7j5cUzoaC%
zyL2)8yHE)8gZ<<hF5D}Ae0h(X4ty1_JHP4m>WW9b4c#ren7X||%vY+`R0_fisjGK+
ze^4VNI9$9pUV<@88_`8)JwlU$Gc@o-Hi#iYo%c*p#hF?xi)`U05q<Z1d)W;zllx}#
z@S$NNm1PT;2JXM@QEyY1`vx+eYXhk~<<DNd)2?R;@Ift;!K`-dgZ;Didz-k_4ynp+
z?Qf$WdakII`iBI=2|K#zjK{rMb_00rvgeC3)f3e<`1)~gQB;F;jobXopP<r>S0h`+
zkUqMo(XjNWW^HuQizMgc$QEu=>|g)#-e@;4RefPEIG>uZynw>Wk6tSJultuXIj_N)
zoLBs`ceqQ{%M%d}=e_%kx0Q;QV0K;%5t=)DtQL_<##JK?rH7p*L(CmJ5X1~Kn4LE`
zRJ2D8mQ+~s56m+=O9LeawRF=Y1WW$Od1eoM24lq3-0FJR11GL1Xj&A-gD@y)x*`g*
zf;4GQ1#}CkEx)F6)wxK)j)J8-7629mI|?7XT{KHsV65f)<(aj72NKFlfSf#YS+x}f
zg)ezOwR;t1j9z;Cdqr`2!+S+}>P=}3uYQx>5D+{DiZfmKeo>0{J>cycR}Pn<oQFoM
z%U|}kayRLst3LHM)&F|gn<4sUqIux23Vvn*+2$4RXmwnIDFIUjPdK2RFNAz)(eQ!&
zX$e8B{6!FomFv531y8E}<WxdNOrx$;!E-vHuS)7FLKqbrN4GamR8db|B}hWnCP`@H
z)Dy*ZH4gtP&m7l>)pZDdm&)O|-ZFsK6iLz>A@9y;lalRj+0~rXw`5hYMme8<VU2Qr
zSF=Vb;WUIfd($qOp6%88nM2;@Q4hGcPCe`$r%I(!*x4u+5Gsbgs9*#SzOShz0v?_(
z#8i?WSFLN&U9F13k1Jc$0r+E;i@K}zQTWW(O*^<NyXqBhd)q7G6V8?7hJ0PHd}&Ie
zr42vCimrTCnd+X_l@s?ocQC*n>?#7Rf|<z#I74#JYPMi{qJ+T7hVi)Mr<fGJeVTv4
zw@+8+TO3KOTwGaK-}RpNO54G!=2!O73*V<1+Ivzm9Q>Am&~($iB!5e<o*neKFN&tQ
zUk_VV@qxF!`x{u5p^LvPYLI(^8rpM^|1m3R=OMw{9QJ4ahmKZ%l3+|kzWrl{H|7*Q
zyF*_UwNvMHBR;{23J#qA>WTwrGYM(X%}heRVK%`@$oP-E9`{dO%^~wiDFBDeQWN<1
ze|T`?k~^?0__rhff`2=9t0s06KJlKY-mA^^>2HgMsi9J9xVBJ0aFgHT?ta}uaY7z#
z*&ukY_l#~FFYR)Rsfq2>iOfVgb%5Y%oH|Yq?ynDhU({F4l{k3z@3irByn98@#yUP`
zW{a2w-Dt~cR8bpMAt~YG@@~S%7a1SN&0sRe#}pmu6T0Y?wPxnJ=XNumo+H`7(^5Tn
zdSW+ooWGSx;puJs3!dIqou_e}U+{(ZYTMnE2J*G~((6%sq)>SJVF95f+Os7ibkPa#
z5_7rt%K~Xm@?RkB`6U0@ZsH{W(<ri!!(`afw4`wFKS(Zf=Jn0>6W`F0(tmPNn<z<V
z=JofP$DWKSJ#I*-*PVQT&CK}jbhV?mAnhQ_mk;^@sZhe)`F-^>x0iO@GH6De&OBAD
z_<#AT8S@GDm7RQ`f9R>op=|xds)@v5Td|V`;cdnC1TmK2orz162J4p>6-`&?OG->$
zhIBWRmmv}pK7yGg!I;5J?`~!=vl%01F!B8VV86u-hFD{6VX?;C!h#ekUl(OTFs&%;
zZVvDVbT<e1`X}#5wMnYO`q$e)5L)djotKy0OWhHPPYL3$$5u*c%j)jBv|QUgYi^p_
z71_kS!Ep&U4Lt<ZUgy5mFH=1y!EnhzYQWR3MWixMyIx?58eKyo;2KK=Tw_7ti0i|S
zKoLOS?k4@WCpgcy+IBZvuC;pzbulGz6C@M`J#^(CwAbB2Qen$ASwb+;LlJ-lh9ZeQ
zj9_<<kYMb&7D@&XJU|L|iU6iaDr~%xyKuWgJiE(^oC!V5k<C~~;()M3?6_K809&N8
zR|Sp67U`nyP7wh8a0aStSrZIY*XoU*QxSkQo8gSR`H1h9s9~zNe$3@tq3)1&V3@jH
zKqw*9^}V1w>?ti*j|sRLq4xGLBh>C5W=p|p$&YGR4>9!IP}|qV3_X$#Ll0e<n)$7_
zyh(WE`Iv=a<oR4ze(G(mx76|VOWVazIr`ipb;2=xW@V9ASAJ=>XfV`Nb-mOq`f0c+
z*NxU}QhGx@Uz|EF+hX8}=}GK^!xWzUc?2<bV8w(%r<tU}pp(?o3_3{?6CQLrN-*~@
zI*`x%)!Se1a3$uYFj91`&si%gdWbtZm&F~O%YtCsu^=4ft^^k4eDCGFo+i@&rg-EN
zQNL6S_Id~+>>YPO(G0a*QlX1oC?V)#2c9l%r7SRnFBQURuNVEBgrl3?A(=q<_K@(y
z@xBYxeo25HR@jq!SSO9eMwFxI4K<jGx4L%;$=i)&{pfMpCc;I^)}!YR*H{LUae*%V
z*h?QcFYFmSBV~0kGx(Z+p~HPmk7o7U{?R>7(+AF#zAnjkSvCD`bQ7Of#q=U3!B|7T
zJ1y*`e#c)qr$vNMmo)L!)gLGO7OUp64R!;Y^fEoLaWB&YEgt+N6X@g0q2zz6nXj!L
zGlG)8q%+C?kDi$GiR3?!rJ)NB@5S@J=K54~U%Rvf2FpJ9m(bfRM8EpK(yeN&R2C<h
zQzZmD97JPwI4ol9U{#&!iyf@6{q@W-<Y>tS-Sz?t!t;eC1Tn^=+r|&@H{3jDY>B!~
zQljf#-OF^{t0e|!k=rE%dGXd>W~#80F`~;3=l@$>mbjwJT3pd(EeL;mY)j18uF8TU
zIbGGuB&Q|4Os}cxWxDJUsTF$7y95!o-rv$!slJm`=(1l+2)gY0Y+pZRfg$({NASC0
z!RW3{dXtgCc!l7`1PKYgM75U$=&pMyDDU-jH<vI(JE=`?lNGaj!&Lh4$*RV_L2j}X
zNzr=FNQyGhf})WW_fi<)-dy_O^wDD027R=+cQt(!{N&~{_|g75_${Q3H+;;TemMNf
zL;T94_<3@<3-P_Vt7sn~_&M`>?R}RgA{9GcgNUWM<|uM$Zty6QAh<Jk2}`J=KcPEw
z86xh?Wn4K9FIMH6J9Ft@oT1T&%<q~lk2NrdT+f>t*u8(5&A|TCG+uLJf8cejKKV~S
zp21@kcpv}5x?n43A*AU)xOboKi7Rwt$Q<2&NXlp(f1skJUYYAFSNF13uy7|m&)`{%
zx=VofkM80d<FY{J+@*e3-_14{=Pv*2>f5f42nObo++z|FI(%^*;jqcW&PUukf~1bF
z%DW(6?^xzf&<FnZP1F4feD!qa9=_q~7eQu@VyuQ7)j#((_gTdE^j)h|zOWJFZoPan
z?$*jTg(wSq(imOR%QsB5ilWW5XeX+EQ53zy6m%6;vVO19*GPBj(luVcTS*_hn-tkV
zKhV@S#!a$IKU|QkEBp8g)PhJFcUhPz)`iuXNU33#KJop<bit?Nra1lN=f3*2%YP#m
z>Dia0WGLCrq>4kmP36lct^7SgSK)F4lP$KgD*WHzIS~K0w+nt|VwpqUWI!;Aa1M04
zG$?!y^pAY!9OyoY$JW3-`DSZiK@pt+?aepaFHi<!^KbM-`3&gxfxZXax96KvpBI>m
zROA-P7AGE07WlGU>NN?c1B`Th%DB-WUr+UpMB&uqwS0ZsAYYeM*@%08=o(h437~qN
zv3cqX*_L8Djqio+nAgKO_<u2cQEB+#A6%2D%3zd>R*Lu(aewVP*(+5)IoOwLYl>7_
zIiLrX;>do`P+4}K<gZc34)tB_cK0y{LNA&FAy=QEdz=HI=w^L}`3Aa^&eY5~L9v?g
z9TWRAhx@8rstxlGK6du1e&T%J1l3uB*`skx7&LaaE}VbwAbs<2U#fm>gs)*WTxyT>
z-JuF1xwzZ((WgiHT17QzqbHB@WvU6)HF#~5Z)8-1bX_=_z~1T_{CBi3%Why!Y{I^D
z&W9|g@FUoN?HC#--It!pna(%Jt#&w=Ecm&sw!U(#Z;iS^Y6ORN8|T}iwn#8S^oBk<
zYrHSRZV;)cv;S@hgrd)n_g(06KXfKVotJK{c2M-Qi8PBnAeEsN8l6ytebdrx!&^-u
z@;{S&E|>fDGl^_fO*@FZYKrfO_D}WoQAed*_y$Lcou`edtNUEwYp1@H1n|<)K6=J9
z--1-xwEB+xhir?EocVfDPTTTdxPzlasM@{^#z{%~nYDA$YLv41@ccX#*H?5G2%-1$
zQgz9(^m_XHUA1cK%;gj7WSw1F#SCBR*`;MgN$bMbt3X=jRYkSir!v7=rSUkW4?e%R
zx%~hlW36p94-m(g1yT)6Jo^*Gq-bY1aESI4`<AJhk`lA~seSd~0p+Q&5`oEmm4xuy
zFxr(*lL(X<E@qsV-diaIJAuS@V?kw##TK*ssgkW(7<+sTby?NDjaqD4y~)&=;hf2$
z#9DchQ33a`jqhtV31drX9sCcADQyzE@9Jw7Eq6%_?0QN<u+{Jc*y7rj)qTx=-ZM;8
zqk$v<>laG^EVLj&3p*$a40Co?W6oZ$Z<YE<s)(oby<^Vz5`zuOs_YS6RsDV<>dB^2
zu6|~JGH6dM6VzxANq{|;1lVIiV9(_Nnoe0@*z>Jz4}G;|fquS>hWY}j9_;By`tfBK
z{Uj!A&twV4!g4}{K~v9a5Q%_6mIxSRL10ksd|$S$3l@6${mh1RFxFBQQ084Hb%Qb2
zIL2HfF=1nNN-&JMJ;Inf&uR>bfH9T`7!wIe()%lXiOK@QnAH)++*IjXsNR>l!I-xl
zW8Rh+e5w0e34tA7N7!-VtacE0*kN&p9Tp^^vA>xvSnO-5EHLai9AQU?CB7=vs=w#}
zup^Tud>mn!5`zICUqWC<Poiy4yZOQ1(w8Y}>@CC{c39kDhXo-!`q&y&msE?TLY!3X
zCV6-Jvuz0ckk&sGoOq?9$n-v34%wfEF*+!4(NuuPY;5RR^939-|9z3~DtnfTwI#kJ
zeoue%CGmeq-FOc!=`I05lA)Q2e&9c|Qrz47n~OJ)4N#^*3yPDM_;TD^^L5H{U)z39
zQCoYN6Q0)eG1+aW#eUh`&7<)(2Kpw)#?;0g^p54e2h_8IhW32y=}|w!=NXHJ3pn1D
z5M;@>2trws+=Nexf8O7@eFdKsKQ75pz=2PSN2NOTr6go+lEh?ffYIi&{${W0t^THf
zBW$)qa7Z#i0f%J(He+np7{yCg`dYbvr}*U$iT}<_u>YDdfPP_bCu0Eic2alp@)3EJ
z13@mdf;TN>bDQ8wgZhQMX+Z{0@S!`a!a`bf(6=kzUFEwibkjnQNLJ#eg}ecpXPx`w
zuk^KXslgUyg!2X&g{cKaa})P3`TFmSvNmH*@`SM#WkO%n)XMo*McBO#3tRv4(9)0;
zZ?oFBi4{Ni>%`7#mZc8)Kqx-VQGDteU%X3|Ta*!s4>5{U3syXaW`TOuXGN`tH0AW&
z;oLNLctmNgH=N(QSl@q*@5*ZW?&52GH>pihHSC*j5D=&M=9#~JGjztrP4v}-O|&sH
z{V08#`26d9m#g~)EzYo9_v)-l8b$D0(VYYEeOvu<g|C5|wzGJv$MuX&KrgR0(W$r7
zN5~$!!Iz-ZZujM>|3q<pubM{VJ|9?1-+lvS*&n0mPgFy{YrSuxiXAB87W&lHd5eU?
z*xRvOz`gzsvZVUGod$Z>Mqevkc1cPTC7YS8o$CgKwsv|ZV@n5h0C}thjso%r>KkwL
z4Nbd)O^_QW*Grpl5|@3G?;%wv^{4S;xIS<?BfJ|iJ@k~~)Bs6}jr}PWgg5pl62zDn
zDg@}T#kWA*)3!*qL9$#p&?L)+5)(e1TP?wyF<n=%hjBXBCG~2?ifozB{}1jbVKG4L
zku5Fu$d(oaQ?Wm9_KjB-n6n+-GKNQrsefRgnff=`Mw$O9sT+)W+%e{Hi9zOnQ$q5t
z^^anv1KisNno0lLjIPlTVhuwq)-c3^(4oa}WkF!WzG`eZc$@EfRlk4)2S;AmP`f}M
zn@1PtNd!F)k4l#iJPLYM;(DLCbTVj2CKJ_Y2=Rv@wIw?kVnOgkHtz8CP!^abF>Q4J
z`)EICkZg~si$#d3iv@ur+)&xvr|mq<Ekpa((&cyf)~bMH31@f;OmuoA2Hv<-Lg0;y
zqrGuC6V>Pq5&&;l0^kh`LXWkX?sqqBAlhIq?!N7A+BDlC)qyuGLU_Z1z#ApDH;&!o
zdsICyIl&1B3-rn5bmzN7gnQ@*5)4Ps@EREwA2Lymjvyg$#6igpj<6sIizEN^byXHP
z92Tc!dpN=(gd;2n9Pza62+V4|rq5tjJCXV+m%oe~Xb$@F3PrcUgsw9|LStVK-Qz)D
zg&HQQaL_kMLSRd?hv*E!0<XG@9_rGEd^u{Gq=qdPA=)QA>}zJXhd~4NNlkeO%6Bdd
zDUZX#6_PEKzmy<C`BS@mBh)5Ig%d;S<2c}dX}7Pb%I6VF4z;cgMkEgSuNUGk4U5Oo
zp_NH6yOh}}s0fbwwheTS4(W$8y?l|?!u0aRLUVK|r<Z!;O%*<U)n4C4Q8Sc$UHGWa
zr;bXqc!r`rl#slh{=4+iy>u4!@;=`s>Q{+Fg8$K2h8f9;LUX?K!GC>2RHH#6BybEB
zJIEYE5n1@kjJ8o^*<mtF7o<M$#&?Bho-Ta<gfGKP7i2RtU3jms+Udd=)&SFm$%FK3
z|MK-s`;M)Y(}g3_Y)ls>J?VQ)6-(VQU6}KfZ?Bpm!I&B>wjew;s3ZtQ7?~298k9cc
zo29Oolo)NU9b|^wYb6Fl?oJ8ek;Z-dAamw_Cu79$GMWD`gVRl1F}zq@F}zq1?owNx
zrR-usxktIz3^I$}D+ie=z*o;w4?iMRg8J_`>c1l~;nDIt35E^FsX=?%0oXT4uey`&
zg=K;oO(6*|#gYJ1EC@!2ZO_x_Vu4}Hn-R8L|AKFZYCV`FTT_9o!RAq9NeoYCbn$&=
z4h{=?5}9KGDiZrLd5tCzW0+tuK6WsW6DuV-52Lp3@PED(WzoWl^ueJgf?CCu<U#rx
zl)I9w<H35tATwBBE}3GyTTYNrH1^P2U-4b2Z+*y^gmHSkYywZNe$`i~EHHFfH`vHr
zPP#ZUd5qQNy9_rLrw{D%)peWD@1fTx^-R`Jyq=P--*}zOdP7RWFiU}eVRrr-z7}dS
zhl7k{eQLMw|JXE)rB>I&SSq`2&`6A>`vy_j#Me1(U4!(qduXC-4V&1Mi9a>7f$sJu
z&1~h$Pvf4yOF!@>>ObG4BlMIZB22KvYbqdhbmsZXLgoK?`p~EA>+0fOJ?YQe#G&Y4
zzIkrin)%P$zHE1wAzR+@wXD^Rn(IIQ<!i@_y7BM$?o_=6L-V24^ml!;-Ghec%ipEB
z&Jc;lONIq{=YGm|8{X~IK;wY9Xoxvr?!u%&_uc-Uuh`vth^ad7A(^1+JV`*{xpqTL
z)p;c&u(wggzmR;YhE$V$P<2jTtgD|p;#*R^7pJRhg&fp3#H|((r^tWhknq^;I4nh9
z|Dms*`*!wPGyU*~z6QBFsiD28rJ0o+%C8W-BTN17k+|wg{dWy<O8p;^lnJ{R&W&{V
zlg8n3w=<#Ra9QkskK^_`B_p_9DhRi0$L$|6Dct@s|AN~;KBL=9j`=RMJzluGB44L|
z>YJl}l|m7+KMF`4efsGkBQ$m;I_i7t>Fxie%G-uRNoH^~L^^LU)THw|Lq$4o6GhfC
zOonuBiQ-YG_Ruq>^Bj}OWebzZzZ22WI=t{7&BBq%C(*BUu~oi`ig^`*rHf0ev};c9
z_Gz`5Kt{v&!fsOy*!D}`hkC|~&TwAj|6B)sP{-WiH(gqY?7ql?aCWaCh_Nh`-PgAB
zm#TG=66x`pp(dqVBQfFhxKn~niYIULXA<vZj7TbMaWK#{miojRNyTD~yl6pCiEBYH
zkgpzUlF1cAO?p4}9mUfTsg6nSj{fgR3|9ExN(fZ{nrM+1i8WX1pJ0j_O?byK!QyUG
zyX209q)+<#D~r&i_OKmDiYtbi1XV$BPEhlQnxxou7%3BsZzRQBf`lGo58d`Bs`DBy
zsgM~5O9&L{`!m%vT3{$rFw6+f9TpOd)klS70KxO6V5flpN=aqX;!sYDgH-f`Uop&-
zDqiYHoFA5mBxyx3lBDbgL8DEQ9BPte6LvSoo_(wc#-4q{su}W;I8XiI+Y~YO^qAXQ
zzx$_ehk8RAf)6~sCn2FqIrkgG%rynC2(<Ga5)Dl+sBZ+^l*L(;{OFF8hI~Uo)@h$d
zxrd7fi~;P_Fdo20yNHS^(>4$F7pNAIM6P6g@|)lW<{yR<HEeqMr)G@6DyXwfMa!FU
zYGf3zVKx<p!|Iei<7Q~*TK;xsOq9)dOw7=W-u9J=P0%Wqj<N8f;krp}|JbzS>@Yd_
zy(B$ISE*m8R!Wtzpuw9@<nJYo%|7~Nk^-aOW(&fj-;D$@-Vcp_^XvKh)SB<9b)GIQ
zA4sqL$Tk>99vE)M!3QJ;XPwVU2#+JKgY3qIsV^`>3?CQq|ATWIjDW-xBcR0;!-oYy
zuk93Dl&vf<_gdFK_3j^h&gFpj3^zmJx3T_N>MyAlO!&<);WvpfXU`9$*V5BJ85OU0
z&GXgQpFHYsq7u$0ZG+<t%xb7zzc{;xM~0gbGLeaDG?9eDL`x`4v>-6?#)kf8$^yg0
zpQ|x(NhAMab-q*)CJs5@Jf$HLgVDZNLSW8}XmjSA)f^H4b1VTc$AaK6*Mi_Mx8z@Q
z>+8!K`@5-CQXT9RS=89|vLNt8A*&pI*i<#K&^@T1E=clcsCy(wIO7h-8FxrbxYpna
z35G}ZTOQe{Dm$kzO^wf&guo$|5IDqw;Q69-!UDsp?P06*px=G@`upM6$MQ2D<i3&O
zjFaH{;U)>5mO3LB{Y4Pdmk%x~@2NAI`!7~WBSh#T3C2qZbg7%`@2e~@bcxf)P6xN)
z{yIM-9Eq^6WCG#62@)Dedg#;2pQKlQ*dkpYdZb@1(~ZW-M#ziQcd%T{e5+YAb&(ts
zc4k#38Tr_g8zFS*JtCwFQlvG^Aw|l;GN=_&<dNado*eyfa^#h)6msO1BdW=fg&F=6
z)uhLznf~SKR%s8W<~IvS9bLL)dALe^x_<q(O$j=_uAgcGyEjYJwDHzZH~6c0JpUS^
z_K2qDc<^Did9>?({>OZ&++xq(zHh{trsECt&{lqDPA;42@zW|YTqD8@G?9jmunI^+
z$42N5t^H%t?qi5dLz|_R*j%GIcr*QBYyaKqD~ZEK@SZmQ9CcEHxqHVkVX)*jQ75#a
zNa>I`GtOp!`r<A<2M;xio1pXJ)aQ~PvReE|(lR(aBN*cdV%$Snt%t^ZzO|&nppZ4v
z*&>pd@O-|H1Y=O3H+mZRom#$rj1|MdF;>gUXv7}FL6+o$jUoxal-?pi=Syc%&eeT!
zBTc|J7-@R`QmZ{@@kInN_J(`@wUP=wf3<{!d%gvR@GFGyMPcFS`MV?&IQzkna5(#c
z8;8lBzkPLj6ZO1ogq}ZkWT@xY(%*ONk))y=NOK4H;OJd#VueBvh805hx8h;Zhy|k>
zivS6_1-*alNT>JH52yG4#=p?}f1{_xFWgyMOW2X$(cK@tBi~!k>ftX|38SceF!Zn^
zA15IDX-7WIrP>OR>DqK%S{elsZ^XMY&F__K+Gi!o#!x+D)R{XtZJ)>Kzq<SD>G*tq
z12ff>49xPo-l%H(`WV*9Y^0CU@8|pbre!ch_Vor*ZS?gyef;;SVhP6EcRmT>9_}t4
zrT6ruq+-#cN7JVJc73!TO{!+dR_Mo9SrCfrdaDRRaZR6}?&9yM>1DeLwN(<K8*io(
zTP|7KEHRkqJSZXP!S@+wqZ;>N#)=+1ng4I~VB(A(Y;i_Hw;*)DnWUdCps9=nMpwF#
z1v>qB)hN@CFCS(4@fT7(?n?DOBS_fZrw92jQ-4V!bmQM71l@SoVE-6pfg$^6A^Wqi
zY;@!7(PV5ea3MRBAYs`X{+B;g^_E2Fw$F~@ZtJ{w7wxd_qs?kIZ#34=6x%zy`Uknm
zV6)>ZHAkkFF%}GX^wnoaIenFWIDK_KYlFTze{?l{wXpBJfSxqMzqFcktw#E%tE;3n
zNY^U`MDC<LID(S&4P)ug`cZywqD96&x^eWGdSz3Mws^fsHZy&3`RHo<;y+mp^u^ty
z^~y2+{InYxBKzWHLQ}K%RlCT)K|L<Pv<Cb`?UNAdRU>rfgrtt@bqmZX;}wD!Q!r}p
z8s{%p|CLmTwNE4jv9^9Z)n-~?jy3m(&J%ydJn@%Cn^&<Lj3Gm0nANXKkdWL<RE8wL
z2byv^Hc`7-tko4$#+b-zHpcAC)E$Gq<a&wa_15@Yo@G12OS&y67U9)tj0vwM^ur0S
ziTn%UHBq1J<{w~Z0<e?sl7St)%LjI=sZxz!>uf?l9Cjrkb|sPQ?&{6qz;AUvOVx$z
z=q7`!3Nv-1Y5q$Rk$oJ0LBgYStiTt{KH59@RwqGl!R+?QbLy|aTVDKzh;N;%>n6VD
z5^r+w3l_d*kvFW)W0m~;XEK*m;RTXQ`4_)#5x#Jh$*u*-HRX&J*RG;5Uch9{%b(KA
z?yG3)ewN<a;|o{cpXuMRLcX4fY2G2G#H)TNK!nCzg;<UkTTt2uow>fR9B+nf=Xy-k
z%R<Gxpo-<w_}6v(2lZv|@kuX^jvMpVFphG{R`O3AN_@w^upj*bZ=PTm<|dvSU_M-r
z#}%Z@<s59>S%Wu|=9FJTE?{Sd-CKUC0}A?A@AAyatq0vmEpt!lGsXT+G4u%aj*Nz*
zb>G?kOVpk0ZamQ2D1w78vBvEX;5z!)#unMSs*8^<L0Yn{j$S&)|GttG=AG6jOZ=DH
zVALI7Uh3bY-VyxFJFOo{NO-62oiW&{Q->wGi^u<#`awc?cubTu2*#6R%&V)nd;Qx~
zy&_>5_ULLAnF~adB?cFW5{51iZK@0W{x+(WM3ZI#H=%KX=y~)nzoj}L;2)&=OETg=
z-sP|#B@tksUt~UKK3!tKnJ^aTE9MdB#gYt~S2(O!N(@*NW)XiW{RW8vYr+IsqjK~4
z`Tk+*UP%VlcRH*el^C!l%x>SjW;$u1KTG{vqQRfg7JpSi{6Car;QzkE|7(c>f5JfZ
z-y{aC2@_-ue^06+uOy5W&vWOo`QzzAZ`=o)AraslH`Z|OBr)Jj7>o1Gi;43vNd~0{
zIjkp13|JF}lup)9?-`!0=1Mg96FSJhu-r4Dv547VgckY&YxJ&V{`f{e5jOnsc>3DL
zyIq^aiWVj*zdDAK@&ujvUw<7PxWM0VB)2p9cmpfI{|&xy%)jkJ%acqjQ}yc%2=;iI
zHm_2fr5WKDj<=6>UO3(<@p$3*Hu3_0Ilh?Q(p^`7vCr?VTv$4<VpIA3W6jwx6hngi
ziTY$&U>RFXS1)_~!|IvM-_2vqd&o~QbE)5rQW{FiV=nQ(=t|%0cHS7^tDjKu{+y(w
z*~M@@s>LO!uuX;}XPen#h!=i8zSRGx`z=y{Z-6b<t8#|tr-syU-uI1ewd!*JJMRCT
zp_TKxZ&a)Or&jpsy4hdP(9C%u)@p{AH=kPNzg^WICmt0UNbifj8Pe0a{nTm->yBRG
z_qdymtKPas#&uRJ2t0nJf0AlflfdfSiT4!y%T`!&_aO*PqG&wkU3*=nS`N`iXPtk6
znkGrHI+{d^^6F@k#9(!_P(pZh<Srj)&MPY!BUVOMv|+cNxZ=*$HBmeWgF9Ds6lN1?
z(w>TiuAsJjq`385q+tDJ>5lc61;M;@&02pa+elo1dvy1x*0E9*Y%p8RvB7LXFryt$
zYVudRi^iFggsJQNYt>Q73jY1j@$ZKc1ONUkA@J`H5gz!JDQfgHafhGd#>+_MXGIwJ
zIXw!KGT!!cCR3bE3jA!@06$w0_VbpF{`Sg-avkrijs8|@kW>YJwg?Y5@FwYBHu_uJ
z?cwYr5zhYP@lhAXN_OzIhb-e*_DBqTeW`@N*B3{4;c}*^(F?>KzTOnYi!ku@-BFl3
zBBb1VE>hrY%Le$`f*__Z*8YyRu@uuI)&EH~;Ag8T;@N`0#U*5(jOP(s>3HBf$qGLH
z+VSz%5(6K{Oo)uZ^CsAlR+}km^f7UVk5i&}5e7c)7=>vUA*J)VNP&+n8{lIL5{hRF
zik<8Jx6{t`IH?N!Y!SlG76g9&BErvmwv(TiNmlUlBC?8Od6C4x&ub+Fv3zxe2i7q~
zjeaKX@bev#*Wnj^qg)e=oA*crgzSnC^60q;ftxK8;ARVgP_BAqREJn8liXaS-jfh`
z*lGz6TM&4-f{c@qJm57NEF>p5_&3MFzex-noG>vmkQ+|4138f?YIHDhhlATi@gfWY
zxla_PSA>*)=OP6jwrqfhEl7B<u)&&6fVST{qNSQGb%CEPLipK&z|TKN`1y(lXg~5w
z$%-BATA_E}<WE&ABm#cESwawFn<G51jVWsM^NNYa&%2^{5e9xf7=?K{Ldw6-MGE|E
z*#JLV5coNLx4(;REY7ocJU_RdUb&mH<Nu^WaJIz+&bA<M_N8Q~4C>z=@y}EZCW%O8
zXUEi;M4xh4k&>q9M|hdR99%KFa64_b2Ing`?xpRATuFs)(SdG*;Blve#GJA6VX&m)
zN9dwgU3U5hgeGxAnV`leNCM$oOCWq}LEziT`{~fY0>d);AhKf_%ECsCGkbu2XwtwZ
z;=O2wHnhA@S(EO<$NjI`kX1Qlee}d9{1ep<X%%*YZxs;dbKiQBSQmC`7^v%}rB>dP
z{&e@Fll1r}{b{+6Q6qaX_z<&^i><AKuc=_g=f0nkV5|u7x$hV0;o@`O|0nUN5`LcD
zZazg4y()Zb5>|zAk8(3-RY<kC{JHO^CYh4qCnQJIu1eLgns{iEDH;BWNl`!cGylSt
z=+Be%$tm6eSUqEHcq1)D5BOiJ#>0CLl7|~krk24)Fg)BqK<H}5nLXy{1C;|i>XoZU
zWVmZjuHM(lp$o#ZC$rBJ^?`r;8|1bjUbf>?nY(m+T_KJgf2-;sA>{LAF+C>J0(|}0
zEY(Y*umJBi`3wv2!pUX<p3O}{3vm9zcZbQw(>anEJS}yBr&A{zPtRpic-q6i;Azj~
zXiuXyyXYmq&vrMq|9*YRKTTaKWwN`~MH2FQm$H$e4T1qW=a9dVxf=W?Nrj!6^<)KK
z4SwBZQ7C+W6xqFDGE~M%aWHW$ndof9G}2YC`CHIFz{%xvn#4+0v<sf@UK082ld=DT
zw}THeHBLs3Ox6Xj`@5&DWr%#x%Opd5<NKI|VB2E*8?@N}Sb}lh_=^SMLy;c|LhEW$
z9_#9YW|Q`-gefF37|Mt1ct^RWm=QEiBEn?@ttA*)ujLf8tZvH~F;*U7`N0^%vN~>x
z87nQ;7%MFZ#!7t7+X5qxG?-%YNZl!B*?Q=&{+Fs^sT0z`bjOJ45`(P0NJ5~01<|&r
zg?k@j%?tM>HQ6yfzATA6gdyKz4l^uBUOmrbWkF!Ul&}RD?rTjk!~Ktw&2axcbwR#k
zc%M`h+ah}i5_){jx4d7GR5;UmQ9|HKT;pwlp~!QN;60=e=NS@=v(q0W0|-7L1v^#1
zb*GBB!Qm<S4^_a?&pl?UIo&#MsxkFMSRxKit=Pp;lnncz(Kw3gGsQVLr611V(uXy{
z;L>Mm^x%RThs&3i#p~E({*r1&n1_#1{li3Q4F>eF0z&sR+`kO9PS_b7pr3hYQ$zjm
zxVd!w<Hms%s$9^b0>bT|YQ~wlq|t?CbJP`46qko7@LBI|Q50Lk6ybLiABiG+C`^X2
z%2J%;rF5zotIEIhXY!uqTb-K3N>&)FMox{$Q(~-opQ$lc9i6HRzVa8Ol`=$*Rih<C
zR8*{A-up634Ca#0G%c>bW$VCF^}TGsQ^}Ywr#kl<(~t15gwl#m&n^mY&N`3aM9+S4
z>VJ|HBVVIwqA?;^5yZFxBOg8u-d<8+)Mzu!41H}RhK4?m8Ym%{DE8Bb-wqZ_6*5+g
zd`DR$Ir6#M=#B6BQ<TLRBZdV*Z^fs<EifjD*(`66J9C;D_cmP7f3vz!Y6T0HI2J6C
z7>s-CBm@>*3kz_;*`#S^=)2*phAc6LSo~p#1%V-N<d=+578r(9Nki^X|CV~ehG!fb
zo{^Yv0(xJ9VaPj{A-hYeI;Wh~j%SP=mJHZoL9$-19HA@-On6e7&{^XP;Ekq>n1da$
z(@iwRN(`PwwuB%DWfCptpx}dO%@j37l$*FC30d4>fd#>nz$d^h@J3(NDA#n8N-3l`
z5z$AGDZ-pu9z_AcIidbElZ?uw#^_N#f`ob$C8PEIXQ|616_U}#5`u4lTM*=-3#OZ_
z;3It;naD$T$+nQWQ_8$VJuV55g2;X0`kkm==zes%$wQAg5_g6rA`e+33G$E}(t`FP
z4^5ip<RSXu<e_g^9ps^Jrbp+YoeSyh_ls)<{MDqO?An3Fs`d;KKuAF@0ignn%7HQk
zok$48)0brmu2QLj%w(TtGfehLnqgjoU)jquPIZ@L#~Ljh@0wu_KnF<#PAR+0&<A^a
z`l@jf!v~bEE_%^lPGz6l;l8Eaz;SAxq{K{{?h(TA>V*;m?t}sN)e-~lzA$%JlKG9g
zLCX;wb%`@XO1n5NkU}Y~blZX^v63ZH+F#SpoYEd(YNWKiGxW%Yfu3oJ43R1AlngPX
zv{xGj{;8gna!@4roP=;Hb3aKJDa8lUY}%9G1hVu;^$XgmcV&Z}y(`h+>-a!ByMal4
zuB6ub(8c+gVwFSBKUqC4nIQH3Y(aR^{{umc%aHow69f0E_?aTsFj%RXX0TEcgTbnm
zgkZeQ(#L-BJJ<ZQVXPRa_Og7L`rO1B1C_-Y1C<5gfeN1%x1bnq>$5z1g}6>qg1gR4
zlmEU-4(w2~q-ro@nq$T^iNW^Iz-ECdYLNuPmI~%Qz@0zSnfssB9FmZg?MaE1oM4S5
z62or!2v4E1z%XaBZ4SNKk*ljZjVV+AkUU||U5+_-NerIKQxXD8p0F)>h6!qXFvJ`W
z#$parEXeNPJxMxkj3-lBV3@MgHU()U#=!V`6W0&iiF@n#(@70nCpNq25^<F4xo3&+
z!^nP`v<(Gm51pDBn5~*hDrA#H34x1GWCl7Y3yhQ!Kg*<))AU#=r9ie<4Uo+twl6_K
zV(FXkk^l*X;v$?-qGNmPER#@1JM#L@a^xAiQMPCGQ6v>Ps08IBspQXek_!EBlFAxZ
z2}xzmEF=|_9GX2Uz574@LcP+}xItrCl>wF~b;0@m)-hL%GnISE^uytJQ;6eDhGTfw
zYX|KBn##SWsmfzrCsVmMwQZn0@itNR0Rg+mn99A~V}g}?1i|+hZe;;m=}+i;3=9$9
zV_;l43c#KoW4^~g|5AzF^3d?sOONajXgE?9iP4tW-11jZjlzF4@7-Zrvo>!tVEb(e
z|H4+yNS=UWA@mmy;FRfh_g%QM9veYiuG70esWY4l*jj4+z}kj--nzND`cTI}iaNxq
zVK?MudbFW>w$}vMsb?#BsEEFalUP<)-`6SdzLFHCp6!Rufy-?$ZD{q{zb7~Fj!U_V
zr5tzp0M$T3C>uIo$aYg*&)%|8ai=T|4psy<>$Glx{whN@<5@$ZMaj{fUd&}}Df@rw
z7I?~~ddLRI)Op1wQxBFHWNN}trf#Bd|5sUiHD01otwd;4D|IS1(~QS@1qQ2fNe2FY
zhyO(q1O9{w^Is#;;7@3a|Mn-#rl{?b4E%3#_&+Ey;7=IhpRDKf4YXGOl4$TJw8ejB
zzrYyvwj=}pLk|B>B?kNn1O5;9C;s0{H24$R;(z~uz-U!}ws`X3UwgLke^ZG8f5M=|
zt+m8}HDN5)zZC>%e6z^vE*S4}IFFVHaPBkPc>eTrWj)mliDveCPgbC-x!E!JY%2!`
ziq#TH2;D0k39BRq5(tB5Tlr#HXSH6UVE~~m1Kt}NSg8IX$-w_EhyOl_0e`}P|H$Ei
z_Ubu_27f|Z{HuI)^~Ztn0|u*)BrSv-afBR~7ziN@gk=6SI8*&D(GWstOGxf(Wq#Fo
zPUHh_ILAETOo?Isu7-MN&j5X~{_Tp+s<Xs`J+-sg?|7rENDY@{P=Bz)ezL@X{b0j>
zYEht%@<=S$Q#*_O`v0q_t1HI_hN?>?Eo5Be$XF{eka3Zb@$sCQt<=pD3mMeTlCkSV
z-$wfCDS=c?mwI+pyJZ6ide9N{jKo0DgGSJSs|#|}YZ41V)Xoz0-K}%|>T^j3_MbZJ
zf07um|J1P0e7~%va+iol=(>ABnJa?(j-w^9YzAGqBS~3=tEt{OEYMT6lL(gJZd$@s
z!Y%ZM5d*SSFNuZ)gtjcG{7>0<HBOR&J-vd$>}N{^*pDvJyFV=Jr4~pGI1|R={LDvX
zKDAnsf%7WE`6h_~=T#+o)vQ2YwNqlinJ^aTf!_|iL_HzNz<HnH{E|d~^S%=9UwzfP
z5(CbJu{g(<(D-vgl7aJa!})KC0O#XycJnQ@rngeDrQ&gdJ7I&|PkvUmPPLL0V4SHF
z#*v%5N(3{ecYX?ssLP)41Ujk$i3Q`#QZUwErqck5wQF_hn2wING|HlU5iZ}oPG?O{
zNK%rT=VIyZ-)ETx?2b#zROp*Q+}5mID_8~oZ?J@yf7^$L=}asawSS7a1ix*wN-dFw
zgiClYD|JeES4ccg5SN#lZw8IIxpsp4+ER0B2xYMN%c40)S>Q$Yl2TKqdkZs=I#fxH
zR6&}wzj=A!Ggs;z0?zZy=r8}=Cn)&S;O5Iet-3m2{<*HYFaLmRQqumdC(0gnDJer^
zfsMl7U0cg0>7vR&Llv#urIi7nTRksD)6p9h)IP@`7*@xW##(L1FAlt;KOPro5cBdZ
zIz;%cSsG>4K!N&?#fYbwC3R~xh<S_ry)$E23;oHsKz%pOKuI}EMr<`QP(%B>WQe8B
zF9b1@KT|`yEU;T8%_U`nvs)}M<L8=Xf4szCf!R(%c!B9|GuNE+bzqEGSz1pW=X}H!
z)kA}#cn}6vEfb?K<4BYCv;#VT+VUyf<a3d7_}O_Wv69vJlfE1afK_6_C4n4enTS<l
z9EswZlm>Ino<iR8!0=j+-&FfN{qTJ^CF|S%J+rP_E4h;!y42lV7lq_{)u~>o?lq48
z)<`n=?{*1+|89w}a0gS==ttrXKkkd-MHu+;#VE{k5mNr|T%=$hz_J1R02TzE?2?;Z
zOFy|Hkf|&j+<9e$JMUf@Sfx%$1rc(8I4=7`V&Jkwj|fk=EZ!3eimYGh0!AjN(PP9M
z9_tXriZJk4zbH(8SO_9-z`00)$1D@zF$+Tb-AQ`bYKlDz3}^is;jCV3XbX6W)D6z6
zB;B~2sZwI#tZO6$&RQK|$J(>nLEPc39Z|dp18?n)!aNiqWzV@tfwwFh;4KS+_<Ct=
zAlo(;-daG4%AUISy1+{HrPK}H`pogxXA%Q%{VgHz)*lgeoIa}^#2wyh;*AVb!oXW?
zqA=OsPyi#ga+spV2xeZF&26D98{jPq0&h*+5XiF$;jLp4-Ws!!b|Q+UZt&K0(v4$l
zy2Ko-TRBH9mJoQWGQy6fHQ9k039sJ0d|qF*Hi{LA&D%tKvA0BFZjKOg+c^k<uPh7T
zD+_`h%&#`npk;yKt0`VPvfkVh*sk7`s=-&UJHC2dV(3n&-uh_MjBNFV1jAvUMcDFH
zO|~Fuk_d#?=_p==L3qXcA_FhZXNOl~rl>Kzm=}kaWk|wxWjV1@ETU`OEi}co>Anf1
z>rZb9bXDCgRp|7>CPe!~pHED*!3o^{g<Avt)UcY{qlnZJjfeG0#KRhQd*F37U$Vl(
z3XoSgumchkepo9d7!T{R2sd8A6g9e$MBriF9L0+;cv%08!rT)f<^FS#f`?@pg7~%|
z@OJ*4w0UKL;q6^_20E+PEM53%S%k!qzGCTeH@3lOzws_w1$|O;dps?RBc2w0f!i9i
zhc_)<t7`d04C85?=QmI5Jc+?|Yt1DD4=R~x+lxtJ3RBehpolvjR9+M>!r(y-ioy(x
zkTT?4q~JkWHsC>75Im@FQcC+P3k+}l9pSA5_XloP7fapXt!0k4=yk~OR6ZQrH%KsC
zc3p%q8_sGBiGa)QiQ+{VxNLtEW^aU)$InFyTxJ;pmst?1z(~?dcLjPV3k;VnCPn3}
zVDaw2TJ@dO4KDlIaoN`r6LwilKzI@^J1<~IS#74MG0I2;T$U2Wi!g9m$0$s@2q~S<
zMG9PI83LDC5JXwieSu!e0=ov6XX)kpXdh>sr3()S79qN`1%bD}i17BU>&I8BWs()V
zy@<@>!FQ3wpgXUX5IFkk2p6nliW(hF+}Y83^xc65yg<e~KLO+7JyHC3Meu+0T=>Jq
zmiBP51%Zoicrwt^HWPlTAQfd)cF8MWufCSL!B3w%e)?QuFjqY-A@I{*VLKN6>g}9T
zb~ZN=bHrm)rVK9l!HO`5$DAlk>#|VPFIwa~HzDwqWdVF;LEx*8dz9xX3k+ZVH^Nt0
z{|?-v=1A4xtC^%4$J9)TK};=`5ClWm3QV{!V1gP$ikQP!>m)1qiZEH-%Zp>95ZfYz
zY(Ezv@Rel&d}Tr4t1eHCPt;Y@$I`jmKDzSyvDauv%A$hnrjgn*%)WXlaE*FfstVT~
za$I*vVi0CuNr;J!2(yl#)hyx;-?`>R#u;G{XN{vUjpl{o3{NPDDQbK|#A|$kKgD_u
z@SSB8GR4N%C{tKqIP0~rvr1nNyrxD-t>CAjq!owQP>Df^&6W@o7ZDbeoXr9k-H-f4
zptrgpiWP~4o34(+ToobY+H(++^&}l(TNc1g76c(S;w?Ifw7_uFpm}yo&3-$uQ#~zJ
zgRh=&eD#FHP?1fsdP_p!t3wfHymMAFo-n>T9>t2plCO$mEyOPsqg)XpPMw1Yc*@cr
zp0XhD)KiVCV)b=z2eS3ZBY`+&5x{5rBYc+mLEt^rtz7g6_$;^F#8<AwpdX$uA@JEy
zqHQl`xg(jP#vVf4(GN?aco7BxwkQfy5g}#Cxk$kvX4wG0SrGUw`IErpI0>$!6Fz8?
zq4g(pT)R0!nF5_Tux<k-$u*qYk?fL#+|i?fO=_QP4d*`MIQJ2WfpcGx5IFax2(w>f
ziW;3u+~M5+M)4vHocmK0=46DFU(Q7eoNL(t=UNbqa-04~qnrhXw;qo0){UPBepDUi
zM}}hC`6d+GN=$e@Tp+=4S$}FE<8csE)aWu20hdjS;zby^Y+e+`A0cJ_xk!P_EJNTj
z3xasuaXjEt7MPZ|Me2G>4W0^HGzY&4w6Y;5zX^;~+iPw`DkSOM-v$!xror`iE&ao{
z)CqRi%mlM=OBp=lR^(ZyN8s(Dx^qpX+b^Z2c>2du^RlRQ427HU_kACjWuI(uJ(4bY
zXZ!&5r__b3h?0I25F8}YL6`0_pm&P<$NA=azBu;5_k8KFZ{ZJtX6}koef1B4_G#fW
zv0mo9>Sw{sT<`by543@sv_OPr<Z)WQX_{cs@CSQyBm_rYtqDR$UC)*3gA*%9#PnW3
z_m#~WmZLYE3Z$z3k{loG9k{Gdii$e4Qhg+0!Y}mTElA-nfdOigq(On;s0Cag*h!Zx
z9h-1Aru0aY^sc328`+%skS|FbB=$9y_gr9}Z0iN)<G^9BIs`4HGI&GSau$~wCP~kS
z9^=N#$7Z`paeN(k6m!8#n%D6!lp0>Qz+6B{hnCLQfvZYQQCsF8RG4YS7T(glZB%J$
z%pK%+*Ryjn)Ll|B)THeYkl?dg@n;~_eG9qoWp7@E3?`DvZ%3}HKYp37!c*3Hgm+W;
ztb1J@1KqUFP4KHXl}{wn^2dq4edrzbR)6Ep+k^@x1}|IOXQ_Hxf+J&aplSLqi-u$H
zO$k8^zCjQXgP&S4_=O~|DF#22gor^4f*3p{X%K@y*BpZui*O9u;D{J3G?pKAV(^Wq
z7<33;mC7InEoY(JReC<?q)K;LD>vzl5d4{$AOw3X42EEjg=Y%ED`Lv33&BJ0%vZYP
zqOtL{MiUcV`o)5DRmALq%U=ZINC64za;#Qas(a|dYDTqwwac21;LsFN=e;Ntbsl1N
zrl=ci95`IaGg0?i?J}<_li<jx8)};REE<lwOC<zRcQHXs)X}HPQ}rjO5;9`eEu?OE
zI-#%HD9I6ZN4GamtY(n9K@zeyax@xlv{}2*j7AqPj2w*|f(s-QM1o}iMkDDBM{z1o
zZr(WCy?vnxh3(7*q3}Ha!f5pT8AD-aY_*~AcPu^74;ShbRhFqfmU<zzeIOtqEsD#h
zq`2QPLD06Q(deQJLZgxH5?9tN_eWxPrYIO;ocErPXrdsltnV=On*>Kj!6?)8XN!iT
zKvjsKMikU1h=_t4GJCg*Nv)tSdN;~1P+5|kqTu>!0w7(|L<YbZqezPi69Dz;jfpYk
z14NQ{2<k{C2mniW1b}oz$n_1XrewQwD@*|7G8Y8EWd4N!m|RiKSa7g$*$dTVqE`~j
z(%lOx^zlTh<ExM=;n|l9NJxQ0*^N`&z6uNgE2?|;u}&sh;47UUdiruys0B<g8(m34
z&J+=2jW+|99#oS)nbKIhRhur;ogehJ)R#6X8=|feH1rmpU2Qbp@L6rqaCqD*AqbDH
z1QFrUylGj-m<K34Fh`=#S2S0<Wt%g^$U~9_Q|d$4G)`0&nDSFco%w0IMD>!SMv{7l
z{L2%ifz8VrR}+F3pU4@}L}ToI6eC;92f3mm(7|t!LJ@(Mdt9xnMl}{BL9e8zP%a|%
zkc*yS0>s~+{0s5-r-{E*IUVB0;o7vO^dflfv;uWnu*d5I9g<tbgr-o$&q+qX&~r-1
zrceO1X`wfzmc8cg*g|K0KB}`ys0@>XmFf^;6<4Wov*oF@vMXFF!=j8BzNZ@3Q44wz
zriuIUQvG*ES(~AIIjP0W^LE?hD^E-!6-C)xiu*hhFQfn}+Z-Np+DE9QB)#GM-o-jD
zhu(pBHM6YL?u~RE&2YUkt8ADWDfQ!C7&lBnqAp7*tPB-A#<^)}F*=)i^qfk)AiFFr
zcP_QGyVf-3B`XUD3+Co(lz@cbYLrEl&ebSOBnpL%m6f8f@v=%&*f@vDLWPZd9ZI0m
zT!-S73~(Kal#k~;t<qeFayyeEw6^mvgx2=TYKAttd8Se~&56uy<k9QZV^SWRxmQ4<
zocXYDW=B+wVrt#c8PL2-FRt><S>}vsuMwx<Oh+HyIwdjp5J7BrzrfO@yLSum#@+8o
z2;BWi(A~!*3hw?$y8F1}ZdSy0_dAZe-;@mCZYdw`e!+3KstUS0j(@@3aaGm0J9zy}
ztS-qdn_)*WRyU_|%ciL|%tX#5RZ9WcPj}EXaH;+R#INFxcU74;aeGvW`(`E!s?8hy
zk_b0ANX9U!dzH=_GH;8%sC!v+ms2S$iA<$%8d330zf>t4ml=B2<;z(b-g3Q?eubVd
zK0?`@aq?+q2-VC?<;5OlbJcYcOsQzNraNbb>H}NLhU)FP)c@mpmBp!RBo*F9-C;ra
zZPeQcLdl3M3SU9<FG+<Bz5P{Yi)z2bgs%X2LxQnI^(yh>Pf;FbjM$oDlS7e&G8<w&
zerQ!ntYm>bBTJUqGrFa3Z)Jh81+%xxY{Bd%PIKpW*59Yhx<b`mM1q3h0UKf#!3O<w
zvoai2Vm~rPl0oxkL`IuyuFv%Ub9UYFQ5H|%J0P^BgwRPKq4z3CuOdhhLa_irLNnJw
z?=2|3BV{Q{vw$E~Bp}jzQL$k~DOOYz%MS&Gcjmj#-Oc6#`g#9Jo|~Cx>h8=wyZh`D
zT`Z+qoHvds?r8xr=4r1GW7a<O1BxeQO==s0K<E30gmlKV(U!qxH1|B&!tdO#7;N72
z?<4iY=pl(9p@2Du&Ww;$^k!!J+!6p4aOTVq35Fi2LyX)c(#MgDcm1D}lxEaIkdR#G
z%$e<yiboa3Yt?o9?f!*SWUMz2!RwiNV7ZjqnqNqDFAvMb8~;|5#nY<n0YMG$a^_cq
zX$pIFO!>le;pFkJSRW*ouP7$`c^x@KFf%4s+N6xjB&V!vn=(fIBke&l|4Tq<!+6%=
z4K!^_@6MepN-sFESm`^RsJk_4ml99~hl(c0FD<z94>j3F4Hem@Y6MxuFd65Y0+vvA
zdTxEGPKwrTJEoKkrW;9P(#`Kf!s(`PINfw%aY#2khU(Ifq_m66%@CPn{wItyNoMyW
zlwtcyMUiBF?l-b-Cidr1PfAi`no$;nGtF><ur1^ZK17-hyBepTO-yO5o|UBNs`G}L
zbTdz4kZ$6u_bm_ogIyba_66d}*=7UNi@w@}e+P#N$Tq|oQ`8n`q#FwoOgEKu!)_`0
zl!ZgTnLQN!*EK_5Z<MlKeIXTv37<M9d@3=Va&)H#CjUV5pNWjJje9Tg<6ZW@|EmSW
z7#3KJVSxn+<sD^#6QTyScNyK?Glt@v5%<)gCI<{BIOl*NLrv~^U>JEX=x5}B`w3z~
zi0^)l?vXM?b&yneE4;0QK#w$kefnTj&y>2#!oicRhZ*Vj4+}|01{x;0K>Fa2bZS6j
z)eK31M;dZs_~q~(5wV{#%)A^v*^xLnED^cKYQ)GrvSS1-NAB4>)X6<`;pCpZtPXO|
z-eH;K9#;Zwzx%aM%Ct;!&zs39v{gWwgWPjYK<J>xPewbrr^cui#dL{E-HYl47Xpu~
ztAflNH}VY~3dD!%T^XiZd=p5Fu^4dxFAp>0moWoUDhCsaB+_JkN%t9|3XWeyLdidz
z3`IgII$S?7Fy+y>%dCM+C~rxXa7xFmfhkX`c)l~(ppa0`J(aRm#Yr%dM_miT$)h$w
zjN%mgx;pKX#=})RNrg`L&~TGC9+H^wFr~KybN6%6aSl(UIA7T7!&s3#it=wOc@X<r
zw`kvkWP_e($qVL=`pN=xV|TS;c`e<whnu!uW4P&Q%Opp%^(6#x0+pKblX^uGkmnxM
z=N869xn4HxmW0`%>l~NVV0R?M4(|K1dHwAA>fn^l>N81-PBd(|nHShQB&DQ^@PX?i
z7Fl06|1w)H*9S)Yk+695BP*WhN3uNx?Lt2qHr(k)bm8=)yd&re{V4B<O!`sq__)ED
z^rPA%Qbwx^e1EW!p&ykI5a;AL)bO{4r{vM+CQ<o5Sh?F|)l`t_WPV$Fgx;RR-+}(&
z$hb!(9_77DhyW+XrA82VLj>Ui<EBMWJsqOL(}txkH-fq&_;8)MIYVE}&|i;BsYw0y
zP|esvxg|Sv+ma)~-Bvtyyvl^;a2>h|J$6iXx2+dfmvOQK$4jp0z?~+fJfq%}U>qH{
zrFCL)-FaufqWWU%#00)7qMKB2pI04~q&P~BZq{p~vJ|tq;B`M7C1=GXkJ=*{AS+z4
zAe<F062v%&hZIZ47i^`gOit;eZc9pJhMOZyX1FOalo|S|n31BrASvY6wfYB>LLtVA
zq_C6kw~_*JMm@GTBP&=CWQDh%Nhzf)FiPN!5$0jw_YvYOx%N^o*wALAv7wE`;3=k$
zgusR**nqR-DvmTmi@yJA3JHKImH?PyL0}3Fle54`a1R>a;b<UZ&N`)~cCcj8NPVfu
zQ?a=vBAljQm0(!&N~ASg{?!^10&5mYcCf~R;7B<O0z(!=7~-5OcSW*;HD8X@he~9$
zhDLhoh9rd{zegJK*S{J<{9(wKk{t}OAP5Uimb1XH=5yN`JaS$iVFq3osrB)&@4^UE
zj2e#;9Rk&(0YOYROJ0~VPbEqMjQBcA2u_u=AZX<6Mj3GpMuo(oSdEtVLfnXuIE?e=
zN&=K9YSH0wUSyA)Im(Rlra2Nvge9UrS(yd(Nv6A?si;pCM>_S1E}Z&wkkvtbIyfqm
z`V>4?F1P-PM!cC6sZ~Wi+4Z7jDL(ayGz^vMLjj?MI6h#Gvf_8@7XddzydOuIA>MbR
z#EEh_MvKUyLS-FoPP!;8F?b)JFnH6yti<4zdBWgbe1|oTlWQWWFpuUiZZ8pF+`wV{
zgv5X`VS<cN=qziwfqgs53`?)9Nhuy2mP#TsEImh5!C|SWZ)q$K^=$@Sh3ea(Rb8sa
zearrn_3b_BP}H~lomx&+3#86CMsAsepo|fXDPtC~DPw#r+?wSn!}Y;49i!A-c`qth
zx&`41wv!;natzGY{Mo#}IxDG=VNQ-Vng683AoE|85Kb}f3!}}m@MXq`%Eex>Di?jr
zGWnU563SwVv|>Rxt>7Fu3yLm%Y_#dpJ4c%?y`9b;p_7tzlex|e8(UapjAh}^Pqyr#
zY7i_mMneXvA|aPHrZiL*1mY@=G2)7h35i1nc~stu4AND~9IJei02$<u(ISIHc*gzI
z7?VNzI}*EwB_e}ZkwpfP4Jv3aGRPm)Trf*T7fuFQ#p)n~tQwO^1_3{LBn0@;p;6%1
zv@azF`t)aEx^Vby3h~<%!S5|P2(3=P{(97Qdh)c+#KPfM&3B}H;!;PYf7bHhS7#-J
zI<Is1)zLBL@T-FYO~-Hjkg{Cg>M=4#AA3Eewz?#cn$lWw0Rez57stp0ux<#nNp8Q5
zF<C3ySkX+7TnK~ne{cX+j6@^D5E>cg=P}{{tg4a>S+U|+!@r@#fInfv{M$-2_!HXV
zj{~rhB^mf9Is6An4EPg<_&Wz+O^|5tC$z;M2VgCgWZ?g-!~aEz0e`}PKMug!A<^JZ
zXp27|fTbtCV0tT9pKw@zBJTxj!r<(yZzTp?31e}^*;n_C6R`v9za7?jB?hbs1Fz%o
zt5}H!e?nXQar9MPNe2G4#+j(Lk{IwO4EW>dt3-)r{;pbj$QBy!^ViYc!Is0vU+GC3
zg=Ypj>_^M{!JaT+kCU&aNi^6G%!GaT^sCj99(JsB1Z|cW2qFvw;q<G$5)DBsGZBOn
zus)Eaka5nDaam#@gD{YRBd~svXvjF1i3}Wrm2-T?cxM}L;!#9mAcHWFfpf6RNi@rF
z6WWS*_#CXJ7A-%bJ2E;*1Y|TE&&{=nzW8L%(yE6<Lk6KO85z#O8YXXm#|Al)CQA$?
z5hi?$)O?ACBtlz~a1ho8Ne2EeI{bG@4EPfU=SUru7_cUc#X5Wn)&)rm{+~Gfe~=jP
zCrnuXza$z$2yF?$F<1pAWQaDMoOb;X9bFeM5zL+t@1CM>?BX1+>JrP`2^)Pfr9-IO
z;Uug!l8Tk5X)`eIE)ihf$}q38H@3X$C$V7O%4Uwku*OR&FsD%|Yd%XNz<ji$`QGUA
zYMI1>IgNRw<~R>)yQBj1&4&2_i2(D>hWX&QMs#|b#De+e5OW-d^^GI|-^+&Y?-BvN
zmknPWhvl9qqQu9hg}7q;ZB=m|g;HI{Nmy5?B1fErC8^Cod@q%0XCNLv35)MF!|<9c
zoqq;T!s2Ut^TI_YmgDk$3<yr%VO+la`;@0tUCWSKeM{=fS5vyVn@!YdS5wNW77~qJ
z3{57AO(X3mnoT262y-`A#^^Oaq+E2>)rsdR^RG$Inl~<qnMhq~ORnNXto{Pd!<q1|
zBX>c4sCK7X$}cGRM68nT`)S)pkA9`}FYDadDtPzs;ZPZO`M7x356+Q=fY9MsQk*#)
zYvuKnl`2v@b0pSODVt`B>A0#X41#6Okysh;Eu@?Ok#Zo<B5|v8I99_#4>naR1>Bs$
zio>yp+&l=$`*1>5DIwB1Axny+wTy`gJ@kt=QU=>*T>rjr1O3FGwDfpVio~PwQ2}wj
zm~~)csQu+}Q%D=%OeyWYFj4opnUYZBBGKE8?L2dk0X`&HijQS|Ex|Z@4Ij(;nat&n
zW$DcynNa~6+E22f-7*a=&jse-G&J*FEZ5hemPS*~`5Na_m!%YJoRR8an0$Vs*{2jc
ziP&MEQXF65$sul1#wUl`6E!x@6uU!9(bC--duC4GN$I8P@%_Q>1-I4~kSN{aZ_mSe
zK@<9uKf5Qd`DRl`L1BjH4^J|453MJORqX*0WXXn%-?hA)(rD?61&YL2(m3NhILSQm
zcgX6A3qJ8nB9myU5moSszc3OEzScCGMdFEn(Ij0eo2P!<gA9=&t|7I;*P2#J2=$LP
zdduW`w4l_)^8_1RP%V=LcxvBfLHL<=GeL~@Jnzg)+3D(xq{37CiAm<E{e;AXr#Zir
zU_82iP7dW|>`ROhkM4{3cQA2b8Jk#RO3-4BXLk#NDM5U=$pYhP`sgGx>3nFCnRLd7
zn~J27q+kPq5ix1Th!}~%)I${sf&LYVwlXbd|2|1yD%Q7p2`0Fw8N?iBSj=ID1;K}#
zEC?*fpJvwJ4{-ylr7tcm8SUOb33CLl%?8$IMr^cu<0Lb&Ian%;d4d2zLUDBV(oB_9
zn46d^A#f=+(^z0AG%-zI@~5=alYgWYGCpISMPrKMRmlRPUy-7n?KFoZ73L|(lQh%W
zQbo3aeQ9Qj;*B(8@GD`du8ofIOBzPo%^6b*vQGrf$JD~_lbopvx^NQC@2n9L&hHc|
zdqWK+9GY4fpf4BkjLszC&^+gOm1nYOPe?d91%z^A+eaFhzUM!`IFI;(Q&~Y~vQGSD
zlXYSzo8`F15ft^q6j+bz7D3TDOc7p?^GA@S7&2F^PR!!z5@V^%?WM$IlePMm@{|c?
zElFguR#u|QBx^m(;*hmgOxBI!JrBl}V2I3GQBos}g3iQyW~p@&oSfi!QEikE%uW)G
zDasZxW+(H%c)ye9;A?!UX|-g4WOvGfaI!m25Mwlw9X{3cm83$RxH#G5iHj101-8E=
z1bO0rlTDtx#TbzwR`72t&k<K72#YHcgatvT#CMu3FgoRh$tKTzI$12P)q0vFS$VG7
z(?<Vl5`#SVkc2@0Rz%BrF7MN3Wvwk!+|v%?o>+i3IZ9SA!x9HGu&`!<VMb+=#qXIK
zGuEjIk`*E_#<5_G#DvSuvl0w5=4UWtF;m>r3=)BGSR!DD1;LV<1%U}8EfbvOv{O<o
z*m2CU<Cw%C5*H){CVZN~gfH)9!orgM3%VQ&EatGlf*=xDOS8Z*<FGNq^{GCT&(qTV
z(PWc=kMmEY{oF1(xtYHhSo#^!%8>O-5hT=?oR2g;AgNGr>PQHd(<}&UK_C7}i1pMm
zn<z^?V<yCpOg7b~x4a*6drG-u)i6nbLPJeCyrdS<4_);5!qR^66pwcKh2)+_vg?R3
z9^conatbPr%x6LSQE~D<?Nl7Pa4OErtQsoL%g<y|aauI;yq`(2dAzY_q&gt2Lb2H^
zAXIF+w8iN5b9G+8QC(c`u~8k|Z$BfJ)2?Nta$kMMOlkcsG5pxg7@E>*q;gFWA?HVV
z#$f)$VU6XqGLnj)=iQ~I7|yjM2Al~4&dnqSoCy=;jOTgFT5e`<k-86hb_Pq7#G4Ye
ziwH6)Q3F{NN>u6;J-fB1Vcc76uq;u#r3b<bXd|VPSU{U7At+Hqqh0M<70+#9_Iujs
z&22m{s9_R}lJvX<p^}ti1wq(8olw_PPh-(+ha^HC*)qjs^eqyDJaSw@IFC^KZBg0d
zd_n0XV?`QF<=<9SBF>4$eI+adkV7m{oI|j1W<k+;H_?7xN*ybvn0~9Ln02$;H9cl$
zI@|aUi4EI`WwSz4Nt0mJLZ*n85G<Qn5D3ew6B<xrTJTtbT<(9u5-~1qEbr$`k)r`Y
z!eSSE-JrEfltjoDpG^_jBEml|`glwOPfJ%jA-KWRkf~Tfv!aY7AzPGD;Tf~y^%=Dn
ztf0|_lO(3FMo1D<re=~Pz)wykfgjCoMep=?D7=tw#^dy}AvVuOu%U%BViT96qW6bh
zG#lo8dZ&JOk2eN;%AGKP^B29$r+2>S75wxLLFm&v@9NIFe~u?`KswI}4H)M26uIxd
z35&gc{Hy3)$r>!<KehNp8lD&$;Y}6DnLx}K;XRszZ>(sDv5@yeFY~P)`oH#Z&+$oe
zb&uHe_5MYQdvSn0zg^~q8o%+$4>(I=CBNj2a{yZNE3J4D`$N9M>$n5>#W}p3iOH%w
ztX&KKgIC42@)h25isQZac=ct{@4Sl~+tSbQ_D}35Ey>%Zu%Yc7uef6|e=pDRVK(u8
zW`oJH13VjoDV}Ql?13qOtUMaTuzD9K8_r%MyhDutUL}_$kvD{E^?)9pD%n`kWWBI;
z&I&s2a_ee1=6!4JDjoFMwe%WikDeaCdXL?W@SUA1J}LB$08_2#TD*+LCxr%I@#NR@
zdU>uYNnuu1zf1D0vB8)6r#8@U_4X`QS*J-cyr`-qgfh6ZsG4;e7FE@K65Xed=O2|I
zAzaX6Bn_Hg{4`!ljn#i9d!E+$np6HDqfk-mOfwawwPb>dLKsw(t`dWaLKsw(8uWh@
zP1=|GCOMm)_0^yz$}efbKgICZw^|yZU`@d713V4X3`q{wgbA`nvC7PnA-^a0(&rjB
zsjTzw^%TwKEkj)NPw!MIW&4KuWl8s~se0jF&r_i<FfgsDS-bd(e+K8B`P!ZejAs&A
z&i)a>=QkiGtG!GTY$f3@FdUoae1YMF#A7P($TTzO{P=@aqTTOKGjq;R2F0TcMJk0p
zxHjtB)YiJ@6;E&de87{}y?2`VAj6f6D(#j6`0Y|%$nSYpU6o+WUu~W+qOOj=;z<QV
zW!-muC*5~8;OXxEi{$+1ZRDbzB)1-@ANOZSToyCwY~2QNr&2v#RPO1*4Z)8E=g=Jo
zdHSjti9=~8YV-7I-NtVZm-L1uI<wH0M0_-%mSl)=YjuK9HKJC|&z{)e`Q8xEe0}Q?
zr_r6D9WQOCn?m1K-i~h!&Kv8gu977fPYu1No9EAdj1iUI3f7_b2NrZqH-~1AjbK4C
zleZ46uGhqSYpdB2=ozF^WqLv!Io&)V&ixOPa6r=w5v+`)UTUYrEcDQK;WNnC^&e#5
z>CN&J#w`{Er{oVB?Ww3NFrIx{lRf+t+H$&inC>%%=6-&VnqlbmtrL-NB_<q^`(}tn
zg^2u<!4@}D+$}Pg0VNT9o_V37M7iWXd;x;aoe6eWFeQ?3j4DOQEI-4JQI-E96G3Vb
z!OMv1rMg65I%Sa3?Y~Gtm@MZZOcn%(sE>0Ej#m~KVfxC1$<<OPcA=r)#dl~bve|U=
zoLZe>E!|Zpf~~zR>~w*xLM5K|jIhDHRmhx6wME*8inK{U&{zMQrWZWpiFLm`!yMp(
zPK9HsC<FfRj3+(|L3Bd0Cq^&&^{J8~6Xh|PXoKKr-bR}}#WP%;kYHq@N>eF8y(7U$
zLPThikab7KB$UqxJ1TEq%jY%xBq2ybR|!H%hz!G_E)Pxj)XMS?386z>D(JP-J>`{q
zrfASO*`@6aPdR1f6K=KYj$}^Rn@)BK=f!BF(ybW?l>6!o9PAMrLGW#ui5X$zvD>nQ
zN5BQ8BOME(bX>_2W!(8^n!^?Hv)&jA*W)XUsO!x%BkHqU60sh+n+)fP-gD1-qI9>}
zp0Rf8z^dJnMV`XC(j3o2s+05up2FJ;2!*C+-6!?ILCvb_w5bo5az8Ya>v)Qr8b{g^
zPe~m+&y&O5f2Lk=$x}!-n&-)1<0-n`F5gMaP?qnuLIU1-*SUw70)f}vN6vIk7Z@$+
zP_&273>R&h8=CC()K&eNDpa%iZ~;Flxy;icw<mnR@jQR)Ge$~>pOa>qg}WD+9PWLQ
zui)MnGjlH%?%sLUGdXk5_EP)8f~WGHx;}aK2uOrecUn#@?|#qm=e{N6&kyNN+n;Bc
zm-Oc@!Q7l7@Tr8rsb2-1`i(@vsh6cwe=$ydkEtxDe(E^&qwxL0sZs?v^^D`x=vhIh
z7T_y5wZN=Q+AN%UyIJepy4MQNFx#^&w$m`Z;7ZSvstPj+mJN8ef`HJ2z<Yfj=Hc3t
z`oOpqIrMYS5v!Jh!VI>X&N7P=4QGiZ(H;?GkA}%G2)0CVj%hGUTZ7<YdiQEig1+%i
zl|o7qo9Ua<#E$w-VT^sTB$~z|%_its+=UA2SJ!wd#x-ED3~*Vg8rDS@NC;)7Hu}z5
z&u%qWf-xKOk_F)ff^`Hjx`$Uo4@xSG3ErG#Mrm(KOn7?w0|`d?ewTd7tD)x^BgO(V
z_;;`+VJtwbQ86vnsF)T6le$<9wZN#DduEw|&8}HuHB`+eNx`-OBXZ0(M&ytf%qhi7
z2<z{P)7NKsYT*@}?}<CV-CLT8?r91MfGL&$m|{V&B5FY})su}y*4H&#x^lV661?W|
z+ALE}){zeUn#bx{W^#IfR2X%xFF`_abXG&hN-9h_jg%0$6sw^Y7|IM|Wm>xX&JM}N
zl+#*yKjf~Ga-F5nU6KlOPUJ%@g+_$mwZmB5d0&a#y3&H+r1+|^T(f6eHZaT($xaZo
z9MjU@&vIs*=)y_h-?Ki*HQ!T&cp)@neeAFE748tNr@rPHlOfmC?OR{B-04YE?m418
zA=lg%W=84!hl9Ch+qbkD`pfH{8LF7P2M^wb=9pX)J;yAB){3C07N)>L=)(~dt-}=I
zh0x>(vZOE>@|C47x0U>J?0nVSq$){gQq^CxGp4HPEDfn@{v4C4o^iLmKQ2FmWvaR*
zTx5oW^T*X6ue4M)_+XlI>GEdDYPCdRNJzwHNGR`0ry*fBms%{Tk>U1R5YBLW31X}b
zFM)m{sgN8#oMV#1hZ2J&&}$Nc<o3fHliYq`jK~P{`L~tah$}LJ#T6OBf}kg23Dg23
zxxF{XB)50wh$YbSb4ikw+)B?i`j?g%B)3Kqg5*|TM{jbHTb8*dxiw*;dzwN5V2ULG
zrdSY|f@M$(jHFVE<+gMiOV+8OQZWP})iEMfV!~x+x&*@#ni0=v$;^MXgrvX{OA0Kp
zAXo^sATWZC3=SLNtb^{CioudM982Di7=+_J38^)6VEafDKKNG?h&@cO*uw-1f?!}J
z)B?kf^pG8>G-v0SO0$=m8&{g$b4;ZvGEcNLWc-2z3H2vu8MLaTLZzuFAy@{rAZXg<
z<{6m<=Y?dV%5;_YLS|<vbF4~{1Sl}nj>Ai!k^Qj$JhR~@*^$^eED`m^$|I;RGIIs(
zMSaOK*Qqab;nbIvtPbkS%6WIIFP@L6hFG&^*x6U@V|pUnDa}D?*(M-#^yKK~7{;dR
zH9s|<qRt4U8Nr^IXR6APd13|hN(9-L^USRBb&0{$FJUmNd`Dt1^-CB`{W`3%0$Oyw
zXcKGOK9%U2Zy1-C2rw=<-!Q&kV!)U%LB=RgmdV_}4$rg8Q!%~uqNlW}QIZ%n%C$)^
z*z56#(R5Fih!WLrK9{JbafjJBS)DdZYq1Vm{IX}F@=0AWnm%}^6lQ6ss1%7q!AY|q
zTyQ23#ORNLlRxIE^=hT0;tb)^I`NPvR%wYqg4ik{s5h_9H}z&aV?>hf$G>I0A*Km$
zdrH_$krpg5oEEUSX+hB?7tc4<X5oBOZN~mRc)I#lY6Ru480D`>1f~en{~0_`{Vl<3
z`J)o^F<a+4s-sVPs>j}D{5|csV(hT^!ww6A^fvJh&7xUg7;-U#A@x5j9;4HCc(X2<
zI3!WkSwI?C^|QtTQ$K4+4C2vNLJ*JEL|d6o8FS2O#{~B>$4$(Ut}W)U$ATa(hX-WS
zF<FL`P!<X{Rb3DY4s!Oq`6ho(AX_<SkDYIF_FSnk^5-mqgqmbsjRom-k_tI{m4skH
z+JZobl?#l_S)_|26FK{oycaT$OPOQU7m|Q;wsBuIoxgX3!m1xP3E7n0pDr*d`y)r-
z@vuOoY^x_CWy|gyG#4rR=zJ$-(}k0=qZiT@Qg-yhOj0)Z$#o_0qm>Ns8%ZlAc#V@T
z9DXH3{7OdfduJ+Eqq9}?{xmg8*HWFz=)-?{#>e0x#A$@!e{rf=ioQ5CxD-tgT8h3{
ztpc+zOMiwr3(Q`I%p4Y4S!SFUYn(q#H7m>Xzs0P<<9Pa`lm6syPu^~F36y4$`g(8i
zEFsqNUglXz%mzQi6FQjm+sRj$sVdD+QkcQ`i^ubLK-k2&bK5+<y-^@72U|k?HtOwP
zMzztoZhM|nJy{_b*L|T_sC`_3qx6vCt-9;{GxHSGr>k`xpqrIwRcW#JDJ6-pR=eaQ
z?;0D5;<?x5{Z!2r95vp5T_Pb=Yn-LpxeLuw?M#V&ck`fji{@W0q8AkRcGKP$8ph~e
zS-myYMoGjaIY!=wXuYz~tln10=G~_bN_sr$y}8iT#J42|HIXnVwx3H3Y9e7!6L-^p
zUc&t@ySJtKLz02@b%%A9XN8Z!nlSX@Tw%TcwKio`v_ykHp@aPC*|Lz{ccoc=z3D`g
z$5drW3nAs7HTu_=7ziN@2`Qp~Y2UQ8dPt%ngwU1{yq&jlMc+r%ladxfdOAV^5(6QG
zp%>elsBsbl{)Dmkr~TgONwrv#f%O81^*V_GYr;(KMPKgQCNW@57>o5|(cV;bN|J%~
zF^Ba>5(CzR0qd_N2CNAaWR2lYX3Yt+hxwD@=}?{v-snXOF30EzFM4xk^S(+=fX;f3
zDW&9X=HYw_HHP2%*3#$hv`Sd)Eu>FW?Ubh--(UtmF^lMme+C!S`P!aAeuatUxM&&!
zf_)bY>P4AL5E5QcFTKcFP%kU-m`09YWaj3}t}hVnuD-}Ds6!cK`B$m)@PhianSELZ
z`(F=t(M4uGy*aa!8WocKvA|uWn0J?IBf%J{<((_|DeE>Yr{^x=-Rgdn#PD+ZMzfsW
zJtWOpPPcBu;&!SOgzDxa2vt-{0-?oitf$VDlz0@JO49gaXj3I7yq>yBf-$^UxyTIn
z)-XnlD=hC}?vz;LyU^(oJO~qBK0O(MK1Mpx2*&-|BJ=ov`oD<6^6AA0UPe?ebv*)e
zErXQb{)-e0lq_FipkzV9%cm9?1C*!9Bwpp7w8)HL|0(PBsEUh4`$bgBE;dmqD=`@F
zHIWbmq#@BtZ#83zdj^KM!&}`WcoBvI(@PDE!1T)?CFQ?JfwwFh;4KS+Ve-^U-crg2
z>w)F<f%kiqRkNfnJm+Q;;^Rryt#EV#*(e>|wu<+4wN<i$qc=H@-Xt;j7T{3{fuj#)
zaKUk=xTm9uI~@Ia1TVtC(LY6Cu4a((^M8>7M_V?)(G~=bE?U#uNm*ccYeNQa;X|fn
zmt<^~@k>mzjF%WR%LWp{-g4E`ElPQtWbp<&aU-U<r?-eZyp<TiD_#$Y_tseYzxvfx
z-w5QB83gtJFM{AO%M3Wog1}+;nyCe5htUcQSyxNrFtT7@9@C*wCGC2^J6$c8N}`=D
zaXhy~VkpffsVx!$&ut1Dl>9Ee>-Mkq5OX;0cm%5@VaI(Gf&3sW2TMqw{1-uRoMi<Z
zXF=e&>MbA4skb!p)>jq|Uq;K{*jrKEvJ~R)u~~#I)PREeV9elH8w~G1n~C=qHSvC<
z;+JM@vaw4|lZ}-aIKHlgpo7;YTA4{7V2XP-S>g`QcZ}dg7<BO75tyDCr1beOQs8#W
z2DsgV!0k(0dY@Dlm_7#GOFeC=!Opg5aO-=myd`Wfazin)(aEHEt{=b1JY)N)l<_lm
z3Y9Y6?qiKhu-(V~kava+#)HupOFLA^a%L&L2cF)zvU*EuhG&^m0)k;ocN(Cz@y5E3
zE;ajpFx0@l9~!9r-NswN9kWQ6YwImv<1*c94<EzBr-Ek7$#KCQi$3YEwDsn6sc$75
zt@QJUz17vv61<ii=l*u7?%U4W)4sv%0SXH%Y=nJf-OYP|@@UaQF;>e(5E`qIk=O&&
zX<VanS>m*_2WZu}M#WWWc@OpgU0l(&n2H#2sZx@VMw}1D5L=Rm!D=z1QVE^V#Ov(Y
z&!x==ej<pnOGb#UWeHC}#7ajx76e5V)U}2^P{LhPo4r6anHx5%Jjz#?*mzW%iH+_&
zn#W$CLW?xLf-^wh?BpG1x0=bFy$jSJsS>84eF74(Ph}uYHi`$29Nu7iN$BA%ruTR8
z=5SBZ`eYYxe2wYE$8Izen6n(=rwCDI*UB6T!LF616tnH~J0+-P62*@juEp$gsut&~
z<<fZMSf|Y+#}p<FJ#z4VpgG!nY-FZnf|vNE4)FH`ZT12kVN$sFC||+7M>BITwypRd
z^QP#^iS-Lc__&?UF@ru;bwNsoqdyUl2uFW#4@W2D`;~5;lXGNpYX1R42M_X_PmTOR
zK-=LzumtJw^FpL?_)Q6c!?P}P93Hid?hZcx;rY(JOg!J^UuK-my4cRX={Wm_<PB#_
z`Ed3Rj<ajAEI7M1U%}b6mu1qH;q32vd&k&*Mh1N8Ny;DXrPlCs8v&s?ykX-S1Ru2v
z^9)c2{p3^LeCFtczJk=Ovh-eNR#|#16Z?e5Mv#pRli^9<lF51K33458mXCPS&!s!{
z_r~g86=Mo1d6#+6Z@J9sZ?VDtMn1y!p*5@t7CbgA(=`ToABcN`Au{F<N@cO&v15RD
zhuS8=l+@bjn)O<R9?RjBLTa-l!pg@n3&JZOhY4Z~3~wg7D5)?~`+S)hFnlgC;Z@$>
zB^aZI>*R3WO!Pm-h|$6Z{vGVwcpxU$sN)uE)Nu=fVvNm178u3&lVzqDpI_#zfcU-7
zs;bLLQn3BQh>FXN5fvro-Tb~jxg`MVHz86U^yFM_9=2OD#XZa@=vr>9uzAymNt6YF
z73~LkAGg7<q8!QMAq821A;tU4%#h+RS;s?)1Jq;rE!U}1TNKNu31VVMp9y$Lt&jv*
zC0HsU(BZS8-sZ{zLx)Anjm)P>7e^+R3JysIkhwo3liH25iRiqf!Wu9651WW0!~WiK
ztQF{E-Mr4HN%n_jVzt0(y_nsXeIaNuX7_V0cUBAN!bwCqSI`v_QO*^aBq9vO295Sk
z%_I@kALAXRO7s1}=7U63Qb3~g&&^vryvUh_?x1fzP1AUEs(Fl_lsMR{8VFL8i0ZE3
zL{vBX5*N14>lWo>in?p9&_m`7=&BMU$UB0(JyT#uktc#;K$s%DqiAvj*@Q3|GMi-t
zH=3HH!(B34{xolCliB25X6?3^-u{F)wJ;_vk;>MyXr!{OEA;=;yshGDGDN1b5>h*)
zvZ<53V^z8YBbB}V9j)Cu^QlgfCkK~MJ0&IZ*;xz1`Ro)yj9HlE`=jxj>RU;KOmJm|
z$plv<20MrTmJqCit}u!0HX}p^*vh}HL`F=J$SkHvWEKS7@6L_J^_2xi_q({lq<{+)
zcK)(b{0ti7-M^9~1zRH2ues8wUsGZ*<M6PA;JNuB-6GZ7)E&LjB(nBQa8EOcIn1z_
z!wd@oGtxe8&`nujHp5koWjgZ!#*}p`O=<=!#yeJwmzZ!(St7wOg&uIFDf(YcAqg<W
zk^oaI2zCuw5LiKnvt_Wt**bJqY6eqII;NbI7zE^^gusdmwiTEE)e2$`D=g-)!h#?m
z*f?Z?VahSv6qJ`wSC~|PirO5f`r|81c`5gtXl_XLr3n)1QgyX^iMOk2D5+3m>PZNc
zskxy`ls>n_8>cKBG^(Qyji)ApZ&H<hE~Ej9O|s+!4SGur#;TE$0Ck3%cX%&RMAxJb
z@IV@lQy3&9_YO-&$*~d)N{-A~K`)@>M6Wa@rx0B@CFd1Z3nk|jeP|TDfNDL)q2jby
znej1>hrUan^Nvu5rBNt2`vt^oR$UY-I147N$fbXHvrkd|NWFeT)hB`!1;_Ovo7utr
z?sH;$(e;c}?w_7BD~5L@2FqfE!HQ>|=S6eCvKV2oEatGr_M-BV3JY$fpEsQEml$v+
z3^=!x7;q*`kTZ&v<p6Gi=bpPuv8rI|l)S-=!1s`W;)yq61nyxaP_~9VuTx&~Hi$dN
zu8?JGuk;Pd)=w{a-%?|w`qzJaDnVb!*}RgPEWwx>8AFWMdmprK*v>QgU#$0*Rg2^e
z*gZ>}&F)!C1Wl&Q$q@hC-Mc9@Qr?fExWj^QQQS%p<30@X7i{z{S8quwWU*7vo3e6B
zVvxlyNeBkWUp#Nh;uXe-dNPE6TV;{BB7Iq0k-jX*+J%E^C>uhh#C`mEy|x=2@pXN=
zw}$Sx#ruLPwu&TJ<*?8yqjw>R!D`*hTWOZBx&%Y{Ds)3-8r}czc~cZ?GR57DXz_=q
zplg+}!IA(QEC{lm_u+mt?PtkkLkg@48?v;-Qyw)ylEDATB<0$`*xV8U_m7njSTHJs
z1>>3GZWbhV7#y-7S+ar!76hwwaUJ``D+|mi+uhq(;G&M5vtJAM!RJl=*h)_1`td47
ziXTr7ND0W^ZxSTb`s(VL>E6ET14)JYaZW<u$v(TiHIxO09&fEOg5O*f5{$BOOEQ4q
zKc(QYD*tNHa!@v?0ffs&WYblv&3>kwtBu4z!xB+0tgeT0A#+90=u1zglyg&;#+e%b
z<Nkq}l2)t@szs~SctFW5%7u1~^0tqWi~8V3OV=nquhAktb~Dk1!>)6PU1!5iRG-Ib
z#hcF7pxsO(7e?tdD;_MP&+hk5i-AC=D}ldfq1nykSs2{SL=fy|dV<+MN`FGTnHVB=
zGcnGKT|gsgL(9h0DsK8uXRy}OomV{=nwV&*y<OYp?Iw2%(X3Zr?-ZW!#72puJUNWX
z?twi2gz3x=_zLrFEqVF?^DM=9{Eg?5J)EESKWDZzu}Q?QN&2ND-YhOPm$ib0(<zp%
z`Zm|`*RtlyGfRM@^w!6EcGqc_yybKWU$_2x?&Ccx>4V*U<@B)Q)KVpF`laLE+Aa%Z
zPWyc9r1t}LKyWqNnodXvl{mAl$#p>2dcoULubEyvm)a{ywoml8)0@+Lv-IuL-Y3-O
z630V=7)gzYeYV={X!`Yx_kj9U(xVDrTWzZFeQSgtxC*<j>B;N7ja6QW;37;2Qm%vh
z>S|};&@HL6svxPrxXc>ExUR&Yyc34XdtrUf->aNzCDEwyghq`I@~4y8+o@iX4E!H=
z_<JP={0T$+>1lgl&v-RjqQRfg7XL@yr=_2Tk_`OkI{a5l4EPfU!;{St1J;DGSa17~
zs`_zB2G)li)*na=SQ7@W>C?1bIdxg0!Jp7U{@6<P=SRf<mLvoJ8xH@RYcs^uO&B`4
zys&Qdi8nzNk!a?xEAFAG7M!{tbbg~xy&Y9eNeBs5*P7rql^9q+7+5g>GjBQ7L84&+
zq1gi6eHTeen^rj?(*}$AhCBYAmG!>yzG_*$U#yPOgC4IDZ}$btSS8)NsQvQrZB33|
z3EU?u>s6z=<!DEDIHR_)tONfH?v>(edm8;SCYA%b-3$mO1?-iYBrOT=m72NM*()_$
z;<0!^FZ@^XVez7bd&ycel@47n_W6Q(C2y75Gp1MTP=C&m!z}4cT5EPpt!JiEuklg}
zc1-2Y{!j_s`Lg#%wMF9a`qe*KAI_muuh44TE{Wq2q<hO+UN32)Q?Hhx{CmNBzwUI&
zJ6u@;u(zt_*WNMiGo%pjt!iTSR-F#%mDMP0-3Gl9zwusE7o=E>XKPe`u&nx8f}=}&
z+Pl{3pT6~aZF;OF-U%dCS2rX*516wMW8LDd$BV^E37qXBPyWuiPK1)0V4SY`SH~LV
zaMpK|EcXRlLint2uq;SNf46t(+k<+?=~<OG6xH!py?OIk()8qOMdP$@aPQ_SPRc+H
z;p4d77o0GL-IYBPcafKi=)OOApLf?<cNZ_`%H%e9dHs)Gou`$MPRpOelAciQ1t@$z
zxVzOl{r6AaMoQj+<H1XM!#X-=K3E~eb~%q^iqX?Rg3z#yDhy`Q_+x+H{p>xfrbtQ*
zT+_%j-Y%CWF*E?Luk*dpqMTYT!5F?SU1y#iRx(BmTdf|1)d6CS?Q%OJcn}8L<sSNt
z_WmA;Kp!NXc#OYgof+dF`!AxfZQ-*BUPe?e^<xC)`wUX9{TC^C9I||cfw%?1066`B
z-bZbxqT4)h!`n{fe?hc-?lv|dHh@_iY3$tIMb6+QhOz6?*Z%2EajCkJ3u0O81ry6!
z5<`2x=v0#;rOK#w5{y{3p&O*5J21sPV@e|6=)MuW2!s70!y+()Ge{ZnU!=g%mLYJo
z1&O}xU8-!zk584<KTl7pthA*D``98xj0WHFHp?Ty&Po1N*7T~bUa=VP@RL(VCS2ZL
z)2l(O#U(?!Tk@{2mf9=XA=|~j{YZ`b@1E`M!qHo>pk6qjYpksZ9<HiWY)lI=GtkY(
zcU`P5OSxzzUpTGg3yHxF!5b2S2J(A`(EY^}_iP}<9StPki?WUL$JPjg1`;2EiF?s*
zhNYR}-=v^{ST>-6SP(?{T3XjO$^ye%pJnh?)m1(BsmG*l@K#sSjq_tyiGjEL5&~~|
zGT4#&uXYgkgnv@&=Z;`S2smp=1m@WcLiB$T;<}Ss!V&^sSvJ8}O*i+dW1EVswQ_T>
z#%hnH3iqhU`#WsuRmBF=c&EG`^dgP-&&d0+?bW&;S<iwXOr2k}8+FOWPYzPQNLC2b
zk4~6=lo(9FWP2$?Lv*>d%k49VO#~}Ub|$)Kiz5MO*Krxyxe0?%RnLfVRf!Z-^S=l}
z)3z)@xGV_5RU>C|Ic0-+ZW3d;E>a!1+aiR!EePEGeFk?oEbL2Bqa-W1d)P~+R}7OF
z^oltW!o9*p=O<-!_dF)Lr@Ki2-2Gxkc5cGJ-LGfF(AgFdg3|wsAh_GI1n#yVm|WY|
zrBk$ir?@YlvT*D;*I*XjlB%=Gz3WT(2CE;XityWaj^DnM7&KGY%Nd*L?MQR7Fws5z
zMgrJxdTbV7F1MLCY3C*&Tvj<kMg=`2Uxuzw^}on~%Pb?{G7FNyWfl%D`x-8Djn#>7
z({d6%Nik|2X6sx74Gf>8=tnN)?U>fM7oRpC^m5l+`qRq3fc~nqudq!(YcmgI@#b~w
z>!0>2?xz0>)+Uuw)1(J@R;J)H0)jC!jkooJijS0VPkh;I&cwhLo9*b)uzOiw=_~}%
z&F?HO*qHcdyKnkpZ`bj3o*rM@Pp{#jd%Ss0NE5=$`5b?3?YUU3mS9>%rxPH<x0W`y
zK4;PJ#>>|v1f%|K1ffy?>9uC#<(C_~R>*SXWoP4M%}q3DI4SSJ#>=-hbuFQ+u{$6A
zo?FtfMlnL8vPPpr+;*IOm)l-8`!2(3J4Bl$BZSd1geP7LO0R@M@N>^bW!&dqHv28l
zGZ)Of{>@jIdHwrkvo&No&j?_@<#>8>UX)5_uT}QVjcg2hO%-2LRd78~2j>sa0HOsX
zBz?`{Crh~1`b-+Y?y8~z=<8K|rQ*Uymp6*!6)a7ddsXvwP}L+jW0)(NTPs^M9Of1h
zf-pBFNI1+(5B7d2OX7NZ?B3h6iF#C0Bfxj|_AF=zm><qmS4nv2$EV8LkQV=Ys;XXd
zs%Ie;kc60d@4sFTY3ic|^>=#5{Qo#F{j_T#^~_xuxA-@nD1GO?>6*a^sNCmNuLQL`
zGtRVFP))BnKm!r0wMROGcRm*s&AqaTOsDl`A))E|j7{AkXe6bgsawHBQ<p6x)Yz)^
zr>0I$b$JI>F5I8FpsAnbD>U`9>+jaoH`dFnsb}%-S%kcob<d(~_vx)07ZujeAL*H0
zeI->y>%Sx*A%(6EY*fPid1kHu+4`dOHzqOR^vBnCOMg|33%?M;Ouwkt!1uEHM}jl<
zi|Xdqn-&fCi|7raC!=5FB}j&Tk+8w(7v&}Oz4}ENNyz;|&x$prG~6YcNE&pB`#0RP
zOWd0&dPCQ{@XV|?SnNW*!B!L<!IK%&dvyehbH<KP(}beb2GbGpZphdX9D>|ZDmsD{
zJ#+-w6hiIp*4dV2+~i7hg!`EbI>K{&g^uvt26Tj2ne+MX@Z@5V;(ASu$D6A)QU@A_
zHm_2+c<`Hnav%|u?ab!Zq4lTo#dY&mzVq&?#dX3r?W?OD8Cj_+Ay!*9XiWD#(#m&S
z2QDVPrw&@wIJGofAMQ6Eq`PR@wUE2$I{i<nl(G+dV`%Cr*?i?t%zTz`-)Gu0nUA?<
z=XP6vnh@X_QKR@5H@m*XiXXbswYvJmQiXgV6#vjDo*w^qS6USN)}qXybUmXq-N8y{
zIsF2ikkj;$vdxasT)=-&+POVKX}zFr{ipQ%m3?tKZ+qV`yI|v-)Z^`ay;bxpqMLKd
zQh6j~!R0{>^)GjN&T{8?#a?cx;^vwBj=qXn%D-ZUYdZcBUx6Bx=yp3#m12f+GC!A;
zko<^mi>fXmyvVS0MxQ+Tt?!fS==c_O^XWN{`HE+)Pegk5-uY#9{#(7XtA_F(Y~ru?
zirK_JVP*Ab_k*us<slDg=j^)RwUj%*^?u4-{T1`dL>0*ayZEJMXu73d!7CGm1~4gl
z%Rs(DZyBf)D$|fhb{6y5!v(jyX4kj7_!ed2^z&WG>64^jc6y$10zxTu&#(sU^*&2g
zFQpg!*}J%V<Xzk!uk$?W%aLWVh(Qkh>GDT&)zHM!4#Zp*A_Fm6NadF%s_Xo@x{X)Q
zNiddtlCCBV$nrADSd*()MYTcV;rSP(=XW@sC!K`nul|tK&;6X^`Q?%WJTFy&=jS?}
zf1gR=`49LCp8w!(p8vatPuot%>l68I^v<Eb?CI;Fev*RG+`ku)^zFTTon0#HMiLYp
z#PX`2>pnfXIW1{nf$;BF#QPGl5u`<JQf$_eGGN>-@)z$c4zBc7*9ZFe%IL9=*C?bU
zvDv8gRmRvC!6F~_7Pn*tut}@kMyDH|N%mEWyTxY7Sbrnz)X{x?dsG*xJB<t4=w_oH
z!<yV|UHut4V0K=Tk60$xk5Zi^DK=6)WkGl&Reyre@PJIiMk;)W@@YwhC-jMQN&(OJ
zO_UhyY|XzgxqNO3#q0*X<i?(l*99BLE@P~CJSU4o4NPN6gt+6;+2W2zXA6Rwju$2@
zFrJ#nu|VhC($O2uY{M@ldOfY)mb$@~(~d2tB?hw%mn8&td<i>n0_&!YX4&N{Cc39N
zBmm}E0$`2>fjLQ8liDf^40BG{=J56;*9eBSboVDccz06rMzcGq!Y0xu*z7UlD@%}2
zNbBl-%Q_BHjU^R!C)Jk_=#u8I-%MFx*2P_SlNs5R-4qgx-AVl<0|@RT1v_t0jFwaw
z6_O)qu+>tvV@C!Tm(dP}Z!)`+hBy-Yge78klGUDhz!W39N6={OC)z~a3fq(D!bwD%
zSQ8|oO`9@#axm{t<Vh;3S1$L(=-g!*B<RjbzIuAWC|@33DreJznWU(nDt61EPmS=6
zRY#?rl%kTA0MOVVU(&<8ZoZn|shF%j6G-zq#YdaWdtL8uGH0^>7D4fIm;!H5<bG8I
z9=jZ}zZ&8ZeuJV+1X-yt8MUOEIhV9`K7OFLk0_Q9b5KZzPv6^Qr@hBa#*=jB6^gw&
zxub8QNOKRfY^1rwSDiHX&jerHxc69uOmq8$O!EvhaiVX!dP3?RJ<0d1N|q4pEhQSW
zx6~r0QF<GFt!NSw<4fvMc^fieng!uZIDsJ4ZOGctdloAt5t4^~)g(eKF?i2nn}l%k
zaBqIqtO@U6jK~<|iwq5)xFTa%T#+#>2zn`Aw6MVFrHfxRD*_8&Me<wvSL5f@cTy#&
z|COWuR}zEV_m6}?{hLHvnbw<+5obPn`VLdv(+uJcGc4{f!-AM(!!KG`V3={qHbZwx
zY%p8hznLTlQylE5x!HuFro@<fl)YE^+!6{~9wK^aOM9lcr!6D_wpbEiiv=;Z)O?aQ
z9a%y-aaP+L3d!|(gQlo7NdYs)J7$cR7=&Z7gusM_8BAEp6!$cNxWfdCJ4~=3*r#km
zSo<+y?Xf#{-m9hzOrQvH{TchJsXw1cO;HBU6U20+<b^5o)HO+f(sNZpa4f3@K|}a<
zvk`Zm)NsV1>J-`{+5*HCAV{d+j#ZT<0SXQ^;P9T<$j(=Oi>W$gwit;8wuB_2>R7o0
zRYzv4plno~W0Z?fb?CyWI!UY!s!r0DyH%Y>9&D-fybj&6bLp9uq0I1i1_rM1C99Fr
zFbsl+O31~csn}^bTQ^_l%cpBDukTfJBmqjqj4h@_Ox>bed=p5Fkt|@!lr46$uTHyN
zePvC?m&9g_8`zTJ@lquJ9V{Hl|BWq9@=sdrs}eVb;WGITl3L<*g#4XaPF05`7+-=s
zEg?w$L}QY_MU3P>c&+bibwJ*My#Kug;k^G1L8$$Z;gt95nr}hgmQ?7fH@BFKb5ml_
zRSRq-dxF`CyQ(XnZm}>p`Yp&<(M`!08InJ7MmM!Mqnla~&NMhL)q<k0+;Cd%H>Tyf
zuIT6`zM49|OTntDgVYZF<za#ddvOeBvZO*EO_C5C!)ZZSuB!*z>8y1;ycNC1$nLLZ
z$lD=ysuVj`JueBko4V*rI7@x4RD^@*MP!I+{$;jYE;<?{Byy?|>Atc>qoZ2EMn{z`
zD`+%2YK5&%N2Lp=qn_g{bkuWO(NS}YDFPk+r?-X1w_4<0OYo%aWZ=1FowJ3VE*zd0
zLOd@Ro?_Zz7VSbapNHH)Yc+G)>mgHG#Oo$oeJ{sAu+yR-VkK=|{>#%M%gWWkUF-zG
z=OI^je=>VMFK-%5p5v;$IBBtWFKsB<;VbyaH!S-K|9Ow+v5K-%fAJMfRnZJX@Dq_t
zHWMT>fEFK$#Ld_&zG1c508jt10e)6vGq4(?Z!CE%?<BdQoOt*3?&8%a?Cj<_JgDd8
zi7`@+{!HZ6Dy%Rnp1;OY)8~AJX?G~PC8((PL%zzvPr;bs8p&6fcKM30@YH?(ULHMS
zI2z#I#c3+|oyUsa8)P841upXbWqyzv`pfM-YUF?%5}~j6d$N+w_PVcH4t747(8C-f
z`fYTZ()wy8f3)8Dy6;I9zm51KGR3!v-S=?<9HoC*{#bWC_#0pJqUQaw>5gyu2dLVD
zz}&ZHSC8B=0*W|S-$r*=FBPDkRdToQcAkz*(24&f66VVeLt4cUiIY8@&6&-&aoLL1
z`42o$rC^QBI4(S#r8s@rF}ig@OHWP$EO71P_YYA6#f@RZV*3ejP(w$2KApVcv8UP2
z{QB@-UneDL(X_Kx^rmgoP2co&$z1U27CB4k18@4)#uSefV;Vf^m!8-=OH-G-`ZjLx
zU-qx)ozKK`_)j1Hlf-|f^Peg7C)}`^Y$ix%0zEVQ1ytM&U*Kjqjc@kC1kxFAd(eM0
z_U8}!Hs_JX(bBOmc5)6@ni@)8(@@$~?TUs{K=(ZC8?BBoJ2aGivY{LlVA_ejKQ8!*
z&~JRD(l;LQ<!~uUV!jbt`j{`>2ICu{C6D`3)gOYP`K;4*0U=Efw0c-KujntlDE_P5
zde8~qk4kM9s$o!&W4jp?WZkZZv<h_ApRc2}9nu@f_%PCS+SgSzj<~&km;wj7o;&Z$
zs}G*{)l=OfXgh~#*M8*drTh^TDPaoC!ddoko6SO6(k$H4E50sSZ;-M2;@jg&DM@C=
zCO?wnulOcLGmROCEN5Xiw&|O1`^v>-;U97sa!oi+ClvKR5hEdJ{UrL(D}yTQKE6P?
z!W)<YrZ`{WE0m5`wwp2DKIVnx_k+|u>-6id-#ABecUElip6oS$l&;w!;8%y4N3g+Q
zbhlqX($~J{d)%cy5g-$t4;^p4YeJ{4M^O9}ra=61?ht|y;cPoh_=!h`_$5Tp#)WAS
zzXlN$b;A_ql~<t=oOn*e?<gTn{G_!eetWi?_%V%%-#`|2bh}>msjqz8IR?x4?G=Jd
z{3IkOIvl?d%nk7y$ybQq$Q^f!-xHtvjzq>!_qpI3uI5W8aP0ET77+SW;ct!YPS{!B
znYtpcF7%~uoO)T1nwYM0Jh+OsZgG#>A3^a(m;zBaA3^b6m;zC-6yjd={El!hT1dB>
zC`d9Bg=srX6qv?DA<JuYwQz^7`4tW3pJ%X)!VIYjdXa=63M4ulg#yeCQHbFyL?Pz2
zyG7xDUuR5(SSfh_u|QQF_pR??Rh5~@Zj`5@fMk*nJL}$MmSop!zVppjtpq7T;cBM0
zpZ0ZdHClSw*G=_|KtBewyU}Z=<K+Fp7p-q!^)*(*B1i|>r181@oz?6JD*7ZT$zz6y
z>kAPCt3w0`t7ROAwc%^wuvVwLO;{zF32PaWz{!zmOjytHRrS~Omwf`|;u`V~8P;+P
z2>KOal@NrLM2ExrCDS9U7x@Zdy_i{8oiXqilrZPC)|YnrYw1<jeKTW_K^=i$|L!(3
zBzQM8Bp?Xh<oq5I=uhZPPKJm#Ilo~7<lZlw+D`vb+pGWKJ6KO<Wt8+EIeVj^?BSe(
z)HIFTHM&O`=2r1F^L8eyNrQkVw5vcT4-XUz=pHwz70fNSB!_N(!}pYm+ezdwq{z<j
z$SO~90glpJ+9uJEG1^~7&&(O<uNR#5SK^<gb*;bX$zRf%YT~}>yI_OS4_+<q&!NBD
zwzhz7a?3YDbrLc#I8f~+B&~tJ=b}D`3hKPE{>SwX6_ymx*}n0QR|6#xR|r>Mo%kU&
z%icRpLYf#sK)V%*z|~u?`N)@~mPX*84KYBom1-ckNjuG~L;i-nEAw!rv_6>N&y^){
zCk;<Ojg7bUrY2L;{m@P`^U(Q2e}Zw<+|vHM(R7E?o{!*ar>@}k-yfI6KV*AuD^)~$
zmXM%M;r9F<)1y7V&sS*A@9#8est7|+?2GTz^gitXeItwibSB}+md&50ew30?EWQ&E
zviE9t6pInM`gA%GW7~9E(tA6~KV4;cox}ti62fxFc=eVOmJ%5W+(lkDm7OS1*~1B{
zP6Ta@47A8l?IXzAgvk&}OL@*fH!~0AwO}aa4JH>|$vl*FhZD-tti`pRIwp_5O59Bb
z%TRtT+-K^(gdmipQ#h2<nHxemgRc<E8Lwv&N{rhM-tcGD7xMa#*zv>&{Of%Fk!r1U
z5#ss0fJEs&57la*YgY76)xBf=xpb)+E28v?6TV`4Z?u1u+AU~J_220@c-!k3jH`1I
z6lcQ}7$1BWLGe|XB17Eo+eIeJM&$lGOpAb8+H*j+k|H=y%kG;myzcZ(d4mb)vez^1
zn{<a0&}yv33$N?XiufzVZDp_w=n82M`lf^+prlhcppBUu0@{SH5YQ&O?iSG1#r&u2
zSO!z)IQ6LX4hG>}BxK=-{n~MM8o{Alrveg(4(ZXC?ogf_u*-yQY6QXL5CJ0hd<4Pr
z5CH;*PWXBR)%Fk-LMD}jd-{_CnS|`|T~5g44JKqAcV!wfy2A<CWxjfRmwvUhzj9oE
z{vkuwNvepDNk~wqaLBGRJwo;?Um;|_W)?CY9?(2O{hhjcS^x1Eq*|x>f@>AZY&<ho
zWoK}rfFKwZ++xOm(x1?%fFWX3z&I~TD{;pYKmEt3;8q3y$$GNrqQ*bOc?Om13SS|Q
zE#sz&4$zUgb=iecfxF1g^l_E^blPx@bb><PO6j8bR~2A7t>L4R&NM)LLw|Yw@{2SA
zI9|oSLrF4I_rI&^-))1@c)zOVAFYxFQ*&5@M?&cBI_DcS$?5n8O`aryrjc<};=}sf
zIRAKEvp%J~eYXQG)I>pn0Yr>-4`+u7>3m#6iKVstkE=zJ9FLas(@g=IlWvw9GP`|9
zqW^VwTDmS-$Dg1ifoYkKljBzSC+J@uPtDOTjU`}B;UHh}&){qFd~I)>n!qHomG)pj
zFdA5BIQUY5X6l#(yT<z4x!+0Glb;QgRqsj+woJX1ZZ@mERo5Tw{)|+c+V6e^U9gjZ
z%vif9P*OLo=YQXQEFG`Km;5QC9)|_nD1B&RLJxiF0slND;pP;MmG%7rm2<aH8(Arv
zfTYtfu8T{>3y>)!vAd1$i|#gOGS-ivxIavRJR;emcNN*KlYRcz_08DSlDf|de<3AF
zOnmO!&GDI7nEh|gfbGqK5Tt>-_0Mss&EtwNL`K3bbwR$6kf7{^D+3+%=SBTpRV8MQ
zA=Y6E4bP|aY3`qriNh+k@b^;-C3kjMfw=<0+~>TdlWX{o>YDMXx%6i#{^I({(y9H`
z20;cV>RxgF{(4QB)I54YnbiCBtvG)!H+5xh-1@PS{(-uAr82qnf}&+=tB)gY?q15@
zRqu}XKgPF2C;0p6{G(~4U8Ie_hW?4hw+!aNtS(a8Uq^Rd@9$6wP1?BeHuHlUqxR6l
zQP#fw2iDe!JN(u4`O^Lpd@nmrcPQh}m6QELopCh<lzdjW2;E@PYf-*JdM&!gR7A^_
zB)wgX>=s}{eL8xlzeC}2AvWbhY|2Nlsp>@JLc5H)X>EIdx@yL^20I--jnzg%!fC15
z9+Q?D3A9X0=jx?qrEQb+g!5_V*n+yrBmQ!#m!LHX%DS6<(sK_dsIh9OBt>#c-D5h4
zcaM46o)tkcElhz9k{NSOU-aM;SI1vkNxbPD^@w*Ud-Y}kh-f-r@y}rP;%hs5^<)y+
zXX-N`=*V#PdQ*aty^ilO+3TdlAbTC%BeK_fq#9>0=z{Fkn;=g1I;4Z{&g*`2kI7?S
zWz=Yo5a8sow5Zf5{mG;L!Ac@cGOO`GYHM}h8^Q_<m;bi8B#vsJ503NCVFj}5_$T~B
zR3Ui}LKppp30>YdOkJ^faMbg>VKP_up8g6-Vog|XAS@FLBO=(5*@$HzHm%;!7aFBj
zip#?g8GyfpqUJ$ELeO(aEIMFUz8B-0ZhVCf*o{=;&whtH;2vu61yTm+HBC~B>Effu
zMC)I+`|IlbTWCTme{-@vU(?irnK<%jZ-0^sFymlzfFnHu5~bf=)5WRh<VZSfv3Y8O
zp4P|TTTKyUrc$Ii-W>l1cZ9+^Ejl%?9u%EgUp*&jUHeiJU13u62umhAew^d@t^NGf
zl*GdEuKs#R8~-HX_roj!en0(&?$|o@{<v`rk$xX2l|ZqO5cr*>!tb9kDg6F9U%~I6
zXXf`{4auV`v>{{1HTSpS2A55r8|aVA#N}VLN$suvkcyzLTo({l#MG68AyzrLxQtP1
zFDVm@6*pj44!ym#zk@sLUQ?UPMi9h@2;k?8g1lL1vz^a>MM;El@sAl@+>V*U#a;I5
z107TA#bsfLbn!J|hiTdp0vD4&xVRtR3m5n2E4a8nDML*=w`kfrv5mjf($~sXjgff^
zoG2rsybK9(8XDp>)Nm4=gvv`ov%moT`5^zkOoqM}2K(o$*?fP{zo;>bBqUs8X74pM
zX1YK-kLZ+hR_f-%{LRz`fkaU$V3BhxU#~Ad;*ZnChf`tMFUb+yH%#ny?KK}z>^{Q(
zusR<>^<IbybG_Fh2(E?*xCvyY#Nb5#F89X0X6P)HG+FNHy`uPRWd3LcCElbf{uwMj
zd~Fw>^-L@q$P@+yJsd7R@ysd+M)9fqrYSyEC5DTStD<g^OtZWAItGT%_1-iE2>PG^
zktrxZv&Z>QxtF;0<nA2{y5rwO`OyP<`J?m13ARqjDK^1BO-Z<^HZLZnKC1c)ax(+k
zM?li)bh?LJYODYuA-YDgsvTUz_+O)?FBT{gBX2_^9{Q#!Fk6SF=GJqQQ}gM{b!dDn
z=}ZuMl9fC@hX2hs5?CH0vEfa<@o9hExS<S@?oN^_A>~O(PyzJEJxq%J_y%90KfXcA
z*`+3q!otJmj_(Ju>q%4mvorD7BU7o?zAq)Cth^&2QTq0@vZ&9CbkjXc^6DbZQ;X}W
z)BOY0RY7LF_zk@1zDy3VtBQLcDH?1w=rOlLq{w!bNbYZ!9B(Jh^4C=oYkYh<!p9X^
z1bkd`pRVFhZ4q~g^^-n6D;0*1B?LYuvG8#V<^~_P<SY2N<-SaOyf%=Urqdp;pP=z5
ze{LW>UM!#MFP4e7|2NnFsOl*_!QNJnNeH#ib9(W7nq?d!!EjkXZ}(6e_3}To(E{>T
zsPCbLYX2@xO|-aaosz<MuFJlRty8lkcy9GRy=GWy-8c_Jr02RxW#BmpF{1Yw&uwE;
zcy2pi!E@U)^Bh`d>Iizy%=7+3j{AODOhbIDXD2N2FIT6fcr?-D0urSc=Ie!#&olbY
zQvWmRl0ce<c>%6-f3nXM-@h^v=wF8WJ2D!1*J93%@nhrG8sk!9%|o%IFm63$+?o*X
z^riL(-CBXJ=42o0d(smaFd7eZaUZh=(!)ojO7O6Rz{4Lq9<I-f;o$~+1rImapGn)q
zv!2Z3V6%R&DaH?l*t7|;X%oRF_^g+2mH)V1j4!S7A69+%)?mj*9Zr#ua2@Wm-_+q=
z0!?*zLVah*`s8BDs;N(>c2W}rg?YlW?%{Zh->+M&^G{TZBq{m`eTqEI-$?(mBCddI
zzgYsA^n$;G+LV#fy?(zrAaaky;DAWNY#-n$s=ePPC#Vw=P3AnsH{yuP+56F2VlvYX
zGhCDQn=&m4Ok;U$zbMm_SOU7=AAH3>gJqhp?J_-{No2cuf&sw*gv<0z2}YUDdcc(F
zr~~2#JR`afh-bw72TX~EE-2At21@j(I^9~E=|aS6|3-ga_s#w0L9sM5m1^A(@|~)^
z;`!9ldc_nPcGLYz|FwyR-IB}{@gA?z=DDU)NA&lG0unAsa}2ATTl`O}?t)^;!hwl&
zLM?r*q`kW%S;rqJ2?)G-2=as}P=hQP+{`*0FcrTeJ)<d!MHF4Mb9e<k*&u!>^NUyn
zBDwN_Zn?wXB(4KPq+cG8TA-Ut2>K^UMG1P9Nzu(W^A)=JX41$m^EdXhGVNkyI{+K%
zBN%hP5n{79#Aa^<8|vo7h9}<JrRxhj{byq^vUeI57&b{a6YovZgA?xr!NmJfW_*bL
zgeKk@A|~D$=f&JMamU0v{l~=nw%z`>C&^iFYVdu%kMraoCWi0hDKShz&fqJ|>eb_?
za!kD3;43`q_vgnMJbeDhS9nHxnn$o0BlqOOkAd20zQS;#3nyHZ#}bG55-I&LZno&J
zby?+x2h8j~&AjdF*{`GiWk8?O`oKwljE>#wPgZ|24P5jq^_t+x%<2yb{&KJXeU<BA
zW`qT^3ou+9b<o)j+B|*MKL1ay*m6u!f&WzEKUMfoHU3kBD6u<~ZgE<evpcltL9shD
zQwibSp;FV30@xk;AhV4yEvAJ4J2&Wshy2%+L<Cz>?}OM18k30>I-JRWDCSq;s3142
z?T}H<CeWyZ!A+n67VYIfP5DnF{xg98^rb)HO`uFR6C^W%7MnnEGnB#2@D1PWh4Q2=
zS|<HR%glGezdesMi)JQi6KEDvTE~AoIYDpj9#ci%u3RU2QO%m!b=spHa&gmmR;^{0
zaNWv-;Z~7nl>j^2KhAyaFOy#Nv_HQ~Nvs*Szj}sNpe-;KeqK9EYsl{lUMP`y-VqRL
z8Si#@Sa*&JjL@Y%^=H>{3sz*;gWmSfQdb3;NrK-TG->kkLG!ls%6x%_%6&+fz;)Gq
zJ4}Xio%8-iPq@V+$O<0{aRb?!=)l9Ob_7}VFd3eN+eJ`3WGLu!7XHR~9J36>0|Lb>
zwBp(4qQ7ds56QSWQ9}m|>_4dAV(&4X&^@}KlJ_BPyH8Vq`8;OYN0J!L_n4GDigoz#
zpx*JJze3z42FtvCRyxi+ItU0F?<H!gp{=6Rm>ZJ!biP9Jo_@$A@0ENfmNr&VU*%`C
z;UD=AWD@I9AJgO68tEH6Fgzz9>3u%&cXz3D0WxuY&2jNo68gEnuparDzqxuRg6xb%
z_Ne+cg5pY;A{_ZU5oEVAkRkF#4wI$9u7GwFbJ#QxQVTU#+5#_bq2sjdu&yInGOX_w
z7+NT|luw1Lq+1^nQRQ1qR3Bsw)*aHRm;B}8wlG*mb-84Ns7gpspKw&WGB-rE8($%+
z-45R^s@1Rf--(E71Ksi~njZ{E&tQb(5fEo!9PGhV6c*6t(Wr0y<J1&EW+I*DxODts
zvsddmNr4&MFadhoPDy~MYztE$DwZzX*~T5t7?nZ9L`DUjP2OiZTmQo%EPRg%%O$=V
zbXZsV!Cx(I9RHAE8OVTOvq4xS1YseC!eRM^=@FLee1))F&nzt1s`cxSv{fr2u`azv
z``~gN5rPqwC;@SHY9T5;7p^FvkNr$DkqLqV0ijQbC!V9{^kO>s0(HEDasEcCK?G4<
zi>UKOI-n#mf~cb)>Z3dn_yNGXiybkY$x@cXR`f{5uqomZ5jJ_B37hMP2pivH!nTyJ
z)DeC2589Shlz+&uWnq8}TLB3{*ox}p^Zw3-Ut&rG>}9?}z+OIbw|+z$vQ9(>OrQCa
zW=Rf6nTXh40dXdJn@0tv>eCBX<k!XP1d8b|e)cQ9`KI5i&I?)-yZ4O8-xjgE7D05?
zBD(fBvHRk0e{B_YR5$<~%Y78-&INwO_0%u?52=z7RK*RI`)wzVmI)lkw<6+rh?I(m
zqrA_=ahHrE-(%v~o>e$>WXZljrMR~kD#N&2+RMGKfP^57w3g0c?7?gh#-4nIF!nr}
zNf@0+i#KUN=nfo@K>>6c3ixe3XdW%LhQ@sa!J|cgW}HlaLXQ><5swy(^P)EscMRa@
zKL&8QqXH+J%YKeWi_=_uF(}ZS{84}UbJjraa<T2`4!ihj?-8@-mldYRl63Rp&#X-~
z>@i<4Jt;?^xE_3%j*XaGa(=Wv`1-7Jy5_(o<@A~xzU*ol>j-<FJt{_oO9VJdZ|;4+
zvnQx?%|PY!894(9E+t9KP@!1vz_&IS!@>tuV68eW7@A?>aRH(CAG4OD4-a4TS6tdC
z5Lj9#kXLU@S&~zyHli6~^$k7MB;^fEP?y9#rovos+UF-n#TfCg2(mxIWZ{uQ^f77s
zC10Z6{tGRG5v%Y3v67_We&Z?^qQc-MmJW;8J%=}m)^t@ywTPf^5~9b%^P3~v<<)Ow
zFBz@rs)BkVg1)<?@1=%B5YSw!qb3TX<wx$3A0IWDHR+uy#o^LL7ta*XcM<}*vYb6i
zYp-c_<CVP0bjL$SO<FxyE$~D%(K+356^lQ6RBtL0s1^4ygJpj_A{~utC?V)Sq)oUQ
zZf0)im0S1<y>iPj(<`54UKn~VIcnO|sA7TNBHNRzrjEYxLJ7V4*oGYXz2bp!>V$L=
zC)xr>1cbGi^R=G*Ti`Lhrf{H$o>(E^(Is!ZKus(*FhzYKXicL1)HwM3F*9iSUj)Ig
zAp(TdKR6gtx~ib^9w$SBT?(l-*KsqlB#s#6l#ie&Z75vlwd;3(mza$Ddp|sO*O;C<
z=EPLqWMaCX9yIWEK8k59(K#{g%HsK_GnY3f&Uo}WZy-AELnf0kJ}Avcj3opyChfv8
z?#tW}<9>XF8239K8RPWivVpD{(g^a!pXCB8)OhJ46wlEDLPyv<ZRd;pdTjYXZhiD;
z{{pp0P?{_;-*NA3edv}yQEiGKST6|*Q?H>h&yfhK12$F7UG1{!t(&R;$NlDSs6LCJ
z|H#n0XCF6%Aj<^qs<V#YHLMelJ7JYKnXnE!9u8|X(K%twae}TU9@h=42kOSnVz3P3
z2&o;yC?N<VX%h}(5$1+47Ue61vFM4&Fq*EKt7hN_yQ{it1$L`id~2{Pa1>QF0ZFe_
zn_57O1VN8xC+_N%Iwu^j$eWB;DxMHtAv(t^Nqkl3gl<$fP$#Y#|Bzm(EYvYu4J0I}
zP1q}briWJod<CxrGV=-#D{@ryzD7xHPNH_LPpzZ>sTWusgDmHG1ngfvYQ`5Y9}Uhc
z5d`Clkt|^t{RxdP7$U|OjPs%lzeXvazX?bGF}}!usS17J*;LbU^<<^SVBrv_T9knO
z+_{lBhH?8qTdT-ytDP{z3)Yv07sJi)BCT;?o7%{DnDF8WF=SXTz)||im`>ew=f?sG
znqDOCuYdWiVljQLX`q%)ZyM;WByBovs3_&KKsx+N@#li888>_^AW?c@x%Ln1i~VUj
z>A(r!bLuyNG+qDa6DIfmK#huCCsw&n3hhzQv+IR%fevmWz&7|Y5d@_|1lR^2extZi
z1nC1IQY8AW5d@t=1SsB?F`N;uI&Ht^SG9}lbNvG~^|nuZx$=EMc7?~(!_EAWyxH`D
z_fP2So<LeOlbhjm8f);y3G<fmRR+uE|DkjjC50XZ1OUyG^a;2A`OFNhe*s^i^)EPS
za>9#zC(8GFIxmiAjw-be?6bql>75>CotKPXk<LMie@Q^-J1@DKI-%|LzVCT;P#{g6
zruA?R-0qVmvL8nfd=Mf)WPgbu_%TF~A+kA6ku||KjvAizlxasK4WW&XpoldTuHCv;
z)j*dR%NP!AI_b&NM;Su9iL{Cct-RTUcFjo>S|&H4?Z_HzI%!@&PG_(T?K){J^1Xy0
zwxm!vw!N4eVw=QQh;7oTOkzvjHAR2?Xdpc@wmSUk>qzMy1b3)_$bK7s<8`i}Fr9a%
z<MgSgOy7Jdf?{o$BE!o?`yy!fWT3_SEFVUYy&EP&q<@N__&!X5UTm4hp`LOo(@>8l
zP7$G&H=9rgPMJ_Mxe0ag({wfZlzAO?3WH^+2T27HY6(H8NuhA4D={~Ox-wrO)Rj+X
z5^8i~ymR(K-@uVf;!Q7{XVqK!1qQ2D%qiGm5btIJ;!OKfp1!Sm2)K#zqo+;R>T=pd
zd1wShYM25cnH51XElh!sSkgHpiKjCSNo(R15fXVbLgH$uCwB`>F3Qv<BI$g^KQV^Z
zgT^c=tXF#jdE*ipA*0in0YT4jbP7laqLZi(bq{nde4Hr}mlJ%2xSYr=E<CuPugxB#
z!BDMobz=0vH&V;!#{R(U7-V5b7+CK<VTKpGPXvb-1i|p)9Lso%{)C1X3=zW%#(7bx
zk5N(L;RXH2@Z#-3fur?g4aXSaeXangNozRwAcY0EX`+QUWNyt)n^6U;Nu!FB=0#;%
znkuN@8WNbOvYsI#sDJx(cxa(q0-U~iXkePl0-192!f+aJN=mb6zj_2cA=VQN%-cv!
zB_zBRq}~~`6{NO6n@Y6k-1jlMrVb?Q8WRHfdDnl8zBwvTU3C?tW>1K9Gq=4iXH47c
zuprPqUw5Jpx44t0l*?O85~y}YPo5DNqvOX0a<t=nOuHM-SNt=$4}-7meHdMsM7F>h
z3<!EPyboiH1Y;k@GbEGWG@2?g*e*F)zuScdZ@gVH<|KXiaZXOGWd)Kwsf)ey&tP9h
zap;D98PGR2=Y97r$%4~7^`St4V!CLFA+0Sp7Iu$0V>W55&8YK8p@OqX<DUtEIZDD!
zfZv)J=&SY#ax+ZaBOqqY!V;ZB|D3i&=`m>mUyMb{@jBzg>$&BD?s~&y8lE~~l9VP)
zI}xU_g<&yvT3lwq*lBU~j9&J1plRG0hRA^I61thE4hccOB^9vK;ue!4C;ZJ<$O(U+
zF}eCScPR|HMv@jh<Qg<3FfS7qwU`<hpbDKO>R>BChK?2xvqe9Hi{hSHl1HB`980I|
zPZ^q6z@leAmC@Hz0!bQfik}gP54uSb8aJu4+?u7E8nSS>spVN6Ju}cet_(w@oAL_%
zjGH6`ZYpyYZYtE3N#Uk$d<8dk)7O&&O_k*(%AD<DWPbn`>YuzHrBHH+OWzQez8Sf=
z9AE!BJFqL0eDmX+z*seoZx8w!ThE@6kZ`^kch=;aQ37oSN5N2}=t+wMIdp@b#bb2q
z`GKlxnIJ_|FJRrwanU9&NH;5pJR;r5J4}FvB0x^M;d@MM_V5+|45k~t{y)mDJ20x^
z`Fj^aLT&@;BqSlBV}ul?*94>mkkAyQCiLKycl0VKq9W3StfJDasHk9x9k2@mK><;^
z9i)RGAn==+eRps6a`5%{Pk7AC&dz>jcXqbCcY3&yD8k(~9tpn2TjAytPNs14HPngW
zW(()gwXZL~rE6d1L(Q&l)fF(Zi$cwEpgiF`ZvW(46-j;%H0ML6-Haq1mN};jPFIm6
zw8VM0uy145<1i7|m;woB+Jj1A8nD?!5|^YkLi{$B$V6{bF9PwB)X}20sfhqa%zeJW
z!iAJCE}4Uc+(0p<EmlQ?rPDU~<8o(KY7|m9>Q}gxlmv2$uXc(l{je+zmj3uegQY*5
zo8av&YqWg$En1Tw%iT$8B#c*lA#bE#%_zT`QRURYa548n(jb7%@2vJho_*H&cr4Xr
zb`;VavsEQ4F<X7f3Q#Cn@n8*3_~TDjkiwD`<Q3EGp9aAjlNI=vl9iPwn)_#+p>lp7
zqjE0K5-1UAh_RLC;J5LK!n{C0DUx~diH6K2e7g3nN@CD_NMfE>TO*ENZqrX*;$*Am
zobw#dqhZv@6>|MU&N}kVHS^MCL1yKOk*h7%Hu%AYnZ6gV7k%%nUkWc?SF;H&qQ2&l
z^P+Q`PNq%Mb}u=fbnLMdO5<^7TgO30pvu$gRBZs8%$p}VyG4FyF`@dNt>KO9O&gt$
z%Qx3LdppiqOf<VNR+Gjcb9NiP%9tWoyyBeYsI)zxl?6sz1AFLpH6GxMkxo<&z3S}Z
zs1Z~&)e@z3T%~o+Xt}5$I!eM*14r|qg&JFhDCrMo<IXy+cSDQ+hUUnfy}fCI%c$YD
z4F+XD*TY><Mh&u&SR4M=7xnO2k9ucOn2*05NHG0uOm(`&Sj*&XlH%Qj?G*1ElPnHm
zTTjk<uWn2Gxb5nyt7o|pZJ)he#W}Ks;@sb$WP|gXee8CMb16@t5^lg~rgilU=RjHd
zmh%<Cs1TH3|3$v=wsWrI4JM54jeON2U}wPH^*1*<SIC14;6pr*zw4ag_|lS49hqGG
zsp*1G!20<ks>;*<!e>SB#MyB$sQgcwd~e5vpi*ZoDRQi49d^Etw@Ywrsr>c>=WTLd
zZ*RQdBFe8XZkL<?aL!5~zfu@Y*#VeQ7_GfSuKv;)E028WY?Jaa+Q6ZFnHdGXtS-w6
zCbx=ZRPePjg5qgoR7>%+2|iIgZL&kf(-qh)C`TI&-p3s6y^ozsgSchUCr+262bQ;j
zMPX!DivVuf`RCnTN@0v9+Z-b;2J=SI4mIEgL-X)0muEIRJ33|t6`g8{!hlPV8$X5P
zlh;3W-tH&~D!)XNkC&@HbKdEAJ*em_mMD2oYXkx}XovD%mA%d?a^Z5g0l4W4C%pQO
ze&oW+j~#ae`f(RlOMcu>er%aC2r1l!otb5R7sfEEa^WDk=xOI&2`5mRJa`hH$b%<?
zc`*8G*ul`o)a)Lf=CaQ>&WVn&GAPQO7h(}`OyQ3%fb$l}Zci+WkbO77FsyD#FfUds
zQ(jCcV_s|$RP=UBG{B2@1(na&<V`P*3@TcrL~RLj_RCK7-kH`QbYy&)a^&lWz>(A}
zim_Zy`S4mfAI`^0$%jj!nK%~b?sR6R#3PwI@)l;C-;uG5svHTH&{%u{#mSQ|;uCrD
z#j+cXMR)-%*jRM@1(Q$uUS|c_Vwba%V<R(xg5`%6!5o#!vG*^7ccu64b{dY|mV|O_
z)ZJ|x+D!1bm#OqnQ-g4BGvS1BkuD$4hta@A6q4_j1&)R*SQjA~vJ;VvlhuB7)=Sxj
zWRB!}%q9y-Mpa0H5rkyiP9Ku-_(Vv??+lLQ2)XYk=TrK?pvmUFea;b%Of1g_MutVu
z2FCTDop8L@Wo@XOe8A~(+-Zqfqr;Xf^FDWWv$e*5RJYXBA&#wf`nzQ<6;-&1!m-ZI
zKpcy)I>OOQIL68k4?~Y^g=CInJ!Y1LBcm!D!3e_fK@_JRIR~Ez$2m8^akzZoXXi5k
zIN~?=hyCIl<#?7=O#SdFivT!osx`z6Fo2^&*7*(k;aipjgYXRnA^Z}74?;~7Linl)
z;lMwfwH1V1L_xT;9E3k&bp+uN6T;#@o!Kd`BAG*2!pyQDWK;zq7(o!8MR9`g96k|*
z=WYn$9mj4os0TX4cTk>p#c+$D4dv3~&dH9N7Slq{Ui~{2o|C_$VH~5WK<wbR{dPFt
zlQ4>-WyMnv8EInUVhX>I@2CsLTM0^MtdQ_4kgL9Q#+RIifm{uV9KBFxmW3XpD)g#>
zo%sEgLKG+TitvfhEBY?@KprkPopC-H&;c=PeC8~4z-g>v?0{mDMc7t4?VR&on`4PZ
zVwf#3F`M@tz47FDC8*SkmJ}uqF<d=mT#qVbpStL*sX*lt3RG`7P|L6`0(CEf8Yf@)
z$Jrp|QKWKI$1{^GR2fyF`lyNOQ4}XskKq%cdMp^Kw1{S_1EmI5Pqc`>=vVWPU(G+|
z)U4j7a!2nK=SM*nf8KwcGab?2gBfPmro~?pBY?N+NL>8cqrayeClP6JVb@|ed`k{;
zlUdg1wj7z306MZTmX{!JH2hwz0Mq-rqU9^sor4^A>SgLkS|j9sPXor*O6L9!2cyCC
zs8w1v6j!S>E<=8WZ&XAd2K(^CTU}62dDOrs{I74NhR^y+ts#nVM@JyR2NbT<CRzk@
zr8et(wNiV);vfd*N^R!%Y^65;d$m#{OK7E*4HW!vP5-PO9duB`!_Dp5@6{S^MWAWp
zSbemHgD==j7L01H;aY{cIygRH!swvLcP#?Mvc*HE(;99O`n00_Cfwz9?64%*;M{8Z
z=WFF3O%2AgufC`0G^}C~eDo=Eq%7<0O&45Bd1yU)=z(~wf>v99;}ea$tKZ9G4%e+I
zUm=CN;w@&6f6T=&sv0bC{B#7e^vGRMoQ7Owe4-&&c~@W{8wVZS{Em%7z84u3zwwn_
zg^qftgv|w_mPObmbKAn9<C`ns-G+H3u4#@o7LOs<VwYSW4)^JIsYKoXsT#-KLB)Id
z#UWYm?QjJZD)tLe4CF@9sB0{bT!7hSY@91m#Xv5hVqo=MII+yOT(J~uB3C@KOWqsr
zYLwC#Dclw5%ox8bVi{GrqA}d5z)58tijyy1$0zc|>%n}H*K*7VxuxlSY50CEd>nV>
z@`mz_B>2iri*)#$Q2DNnADMG}#f-tOEk3gd+e+cbh3>XF4q7DUk)Oame6@DZE;Z3y
z2r6~fk|L0~dIEX30+~KFN3%DVP#}L22y)79AIP<L)0gH_c4Orn<W0;P3uH!BAn!Io
zZj2fU<R<t;AUD|^q{Gw30(^unS$;6z)ddH9sNCM}zDlwz_r72t<A>=SJy0j>|B+oS
z0>lsBh9J!er0!wINK3-P+*Y(~y{o0n?HM0!9}L#vD_se9-k0l`8B}_zCXMeuJ4%8I
zF3|+lPJ$(<kQ%fbLsOX=2;6?<qmH|2Af)<Z(nqL(2Eym?#6Dw}G6*@`SDmf8q~$9{
z^;<v#VmFGDulC>*`D#xvUtvBF!{#8RrXhy7jFN9^*Gl-sujyC6reDix@}&elGF-t@
zf*!ZI9&%j8^1hi4_k%<CSOgeXW=e1sP<nfGS8>S_=P7~j+iUDocaCbhqQY2SmPSz0
z9$A>_TH?soCC!we!5)<o)R#SDTnTbfa;;8|&Os&bRFd}kd(<7;U=^wCAqC2-?19Uu
zj&Odr+T%qT<^Kuzg#Yzr4*0BR4oN7&yTk<xAnX!uF%=~gz-Hz!XOGGp=2{#aDQ4#I
zz#f)4EZU<o2eO1RhZLabnS&4e%J!*nHT*5utXval)Ff7uFK4JIr!;YS1!I|s1Ag_+
z@d+zIiNgmLK}#H<cJ<La$M=?mHSp~_Oy7LFM{Q_mdN6a?x<@U<;lp<^YK(Fb<(hZk
zI0Cn6$u*QXT*As|klKEruivF?MGE&sDYM5KoQ$eQ71U3IGx`T8PlGcCpJ;H#{16yO
zCxInq=I~$;>_)YLq~SI!&w{3?XA!oQLekLN=4fY;EU;{C<l<ykH+zd80&|6XgNonn
z7pGjo8&t^U7ous5+d_k|xh$*WdQZaV@623*OA!3Fn(|0p*KCIVlUNg>zv>7223|^Y
zq;T|WGh;0D8C9X*{0D{pdK4%0H{cVYzabd<zG;lUgEu9J3-H5tj;*YA>b_rD1a02(
zeL_!t_s;RNCC1!xP(k?94=P`{98~CnUx;wlD#U*NBjWtNEbHdW$+(2V`O`q0)A#yt
zuD_Q)gqQLo*3EJLoEc-`%%}?I9~I8=%~2!a+yb8n=N5AHt*$o0I);EwPAgIt%aj%f
z*mMb^lV3|`zn0E{T70ulNrCIrAPdrGdb%EQ6k>5c`;1`(YxXJJtFAx{vbf+y`ua}6
zNY}%%*|_^UIc8c+^j%?$CXFtbA%|wVo^UMH1<mPZ(O#7m&fklJZ=mC~pi(beQj~3!
zuVXKUGdND11?AOL!(~)F>$g`;H7KLT(U16q|Mg8Z_^eMgGf;%P{$3>bz{9ELphYmJ
znm_ldspgo)L2S&a=65h7qo{?X<HYmOZv46`Swd6IETG_2LtoB8oTHX%^&i|z(~Ydy
z$`$R{$7-M{2EKBaqCSm<XVvhTO33HC4syi{CTY$%_~koC%^$7Sp!-C1i?B_?H>2|<
z*swt64}nE$GmEFjY1FCAhPEG-2XlT@Qw>)@p)UJJHPu+3z=I9+1c#+-n{rRmk7~Lh
z_t11R7-cBnjr@_mfR~bu6z+{=OAX5f8C4A-umPu=_(>>E1937w(LkIm&$QA8;y!R6
zo(K9qf|o3R`q&9yoEqthmlx(h+OA;<Z$zwfEM{gPjFFF91Q;`PJP0@@*&Huh3@g^z
zpEp5V^<&^1v?-|kN0vNILVJTs?Xsk3*l0%K&|GP{2ELb<uCf3wqTKRGIk#NH%E&Dh
zf1;1(rL05>cgs9xj};#oRk;P~r!1iAPd>LK;uE<g@u$En0Q>?U&O5HdPlp-!kvvBZ
z7Uc;*LyKT_<$3g>JVz&s$K25VC)Jm8e^MLBTm$vxwzBXZ*BjDP=B%W?mq$xbE~Y@M
z|5IRJc4CDD+Jv9zdwD5sk-|aCU^ZExF{%QsEf|Rl{kbSkefeR0BG4WV1{!r{_-5XG
z9Xb3+o?{iOlREA*76Cdgea10&r0dBNdEWz$Qj5nxd&>mvjh|?umfiZgB5dZB8r)@+
zFZXqIw*!}EXiY!%LHJo)Kcw`nJc5*qDM+P)w1yQP{zh{M(yQ>Ke=D!f>&Rs2F0-4z
zUSIqaYlQ_fqbitRH({>4&j)iAd?J{u><iL2Y4T>XgHkhNui8#d@vBMot4S@V#y5Na
zJJYqL-0a<4I%c^RI+|d4-voqf$2N=rK2&Q*TN7Dhpesk_P8**bdAlV6PF++`!`y%L
ze?QOB+mb-n7RG8t&`-VgsXgU>54xs0#^~baWIke_8a{>ltdHn9W(O6Wv5!8a=U5oX
zO@B9|fgQO1kLfv{4HP+TPi=3Tp_*4PE-u+tsGeud&8QL7Zj~DJ1wAS?;B8Z#tKmMC
z8la5oQd{u}|LaQ)@L5j{dZ7sGV#QfV@OcJPgEEU?rUpOlQ>npzi-UOAE15j9l?{yW
zCkDUoQ;7lDL5V?MpkQK9=`q(qIIsrqwoUmb(1dMFFC_#k=ey<#Muo}tan~G2+<wbc
z8uw8a0lJ8_#ROd>QdU?9v;VD@1RMQz_A8&)+^?p8O%L{)8vAkje^0hv>`TG9h=Sj-
zUxiD8pQipESQ(A&d-lr)OI+D0HITy5j%4;&<Csy^0EGG}T#iC<3YVktiN^8h{ek0n
z8+73(To-i2XpY&s)HT{Mo7G9M&9Ddn+vfAPStBb>K3d|M?s(FYV6ZJUVOz96aKe8x
zsQhb|JWcpt2bKEVlA;M;vkslHkepE}%a*&+)P&DPlrtumbH+)mjGS>{zx?uPSId-z
zNa4<y%IvY6!Klg^P(L{%?10Z1;rK+(2tN?S88mmnM<AC5@d$qP(NP1-vsphf)gpjL
zF!NGJJ@oxZ{OF^jnI)k-LTT&))sM3esO4rspb#CHbyHICrGvcLE_KI2s}C{GI-v4h
z_yDAtRB;i7apHl%4nGm=BaCMrpwB?2WFduPT#cDzVa%usW2m1nUWnq<;TPc(VZ109
z#x!xU*rn7!yr*-}XZ>nc_|>c^rv@f2P=lX>+_+6%ebH4GOAA}&7^QH-Hg$)1!#48{
zv2BCgw9<K`;Y+CZdHCbMLW~r4g&29obm111(-mU)m#z?Z+TM#!^6r<O_wTEGKfja<
z(YmO38&q9P7fWBnn}c)}u_In2qswg9@QJQOy^A++=t@r=yvIP7QkLQq-K_}017Nx(
z;Ke68+78E^YdQ>Fk56>yc7Js|MW9okPw<J3COYEQByE77$0ynWeFrzmXv3{0ZY0p&
z&!_lAyA%CzQAf+yBut}eLG=heQF2}%(-+D(B|cH2)DWZo?fa_3Uk46Eim;RMiH3I~
z;+G1aGj8de6^?!ZWD?co=!k*C=;M@eve}1lR-Du|F;Wgj+Dc<toJ@Y*RbA}E(&Wh9
z2dr1WBKI;fTycp{Fh4{C-zSWf8(&ynsWkEpSEx;JIkm2O;7!+CIyrB>YlVnB$m*fj
zU@9>R%t=YDy1=^^X>!vB*FI63@zl$T>9Aph2TUmk)k(*|w_UlSRXMR{mKa3R1Ucv(
zS8LIyoLE7C*noFI?7nhhqb)ItxSGir4U!M47YjT?hG&5FDV3Mb4}~|h#tdItTm`hr
zYfm}T1TUomM1_Oun+e&rJ~gBdQb+1j_FHZlJx875VsRBQp2DXp2W8g#t~#m7_#YlN
zDk8z>KYIUwQ)pQOMp`eSzKrq|H`d}4#f`OqDZYfT8=X#<X7?VT0S_-bUN`{n;SCvD
zOO}1$Dv2ctvo_Lw^ne=nM-TX39RSMamCnNrH=z1A;E#XYBZZB7<P}r@xd2faUmbvd
zY1}(Maeb7?dlvQS3MgOcAocSQFhnlymeEZ{ZGx50@5myv4j*Kl_!ma5D9iqx+CgSN
z=dLa%tY|S@&KS}4)+eIcMak=%U0nnhmD{sN=Re{8EDG-By51KR4sqpojqI3K9D*e7
z1zy~I+2!`nUC--kG0`Zk_Ju3mChBQA?Zs_G7N=M*D%Crr&WLJp_RyhYlzoF|xbKoj
zzH$u`cXB=suUKA!T-E-NO7Y!|^TXufuU%Kfy}S^;Nptrh^#$zFoI_v0297a$WP;3c
z53MC8ayESd8`$^-Y+Encb2S_+?ceI^CKhrjQvaB#{#ni;^}qr3&Bd#nLz;oZHQ&13
z)n9zhrAYH8Q}cJ6Lz;oJx!JIIIb(gNba9xoNj<Q+`uodVox~+BMe6@H)rTEseSy>i
zht#K^Z=WvWIh)i2o2$>-HhQGU<Wi(Q<FJCg73Yw8;E?*PU9L=#&)K9N*j&A5!~nR{
z-Lp-5F^r2+9Yf4I49=lCfMYe`e$J*kfX(Yzb$Dn`@g$cb^-E3lFLDm42hNem;-r!a
z{cDT2IhV8pmuufRZD=2{jZ2aCZ%pm`IES<Y2eem}4fna~ildxO>VeJG_xNq-FkwH!
zoJi`gnd+lBhtvayu$fk=MW(3E*`yxWT>Y$w7Wtwnmm>9d98vD=z&WHIIHbPJ(c*T|
zo3l~9?GAYN$kk4+dOteCH?qzghF>(fk4sV&qs=O&at>7i9H^qDc!YCE`)EtMz1Jai
z%o{9f(AP7jrFP4ZX}`LvhIBjxpB3nzkuJEbn%Alyk~_z{N5}(FEyD9b&YZ#C#j5eY
zzSTB9>#ObdD9j^jIud*#9o}Y~Ek5K8u;mn0mxt@LY#Z{$k&1HtmCiNASDa6;Gk$hN
zExAt&%!sz{JffD|WDG62J3>GlJt|vH`op!}_923iBUhDHsGRx>YU0Mc$5roqu_#_H
z|I@Wr9OGnT;;_1Ml`$+`oaN-4SBvuP$BxJoM_sk`0y&?I=_J?9n9%r%O-G|>x}k7h
z?N3)_p;cJpFV|4J<7a6*Ufj~QTH3BOZI&AGv(Lm3HDhZfz{I%H`o~>sY$6o}eK>-R
z)#dpU@FRzHIGJor{aL<w(&Z^vpsxJ(mBe(>G+2Qxr(A7=6d)A31S{~?Y1baT0HDyZ
zda>1<ib0xFW8jFXViebxmohBB(r}<a4hHjDPWG@mCDY^D%eIC2;d1n--nHe5$A?ss
z?sKmD!~?wG`mewpGXcv{Mag0&=hUb=c7Twa0-tZsw=ex!=HwRLm+};H3TNDM%Ol0J
zrr!cf0(7#k8yS_0Vo_`KXGKlLo8@!>r|^xD1I6ZYoKL`#jA5<quR+<kqJ}A-{g+w_
zXB1V_ZQnU$L_M9derr*zyl~OgLMP9Deq>!)^pC5)_>J3w9Y7bP^4I@?qa_U_Tl?ag
zvfU+6dy$u4-OL?OKIeszwe+H^zaN!vp9bxGZDgK(^3SqoQBkJca@jRUr2N9VC^;zc
z7v-Qt&dFOoa)`*`6mn1|$Z`npK#7|=3bd1>x|Gue9CFmX<v8~Q)H3kD)IyHZ+CYxd
zC<L_gy6X<1ktv#_R_&iIW^!A|QJNqDtx*W*cxWRBI@jiYOgzU`5zs3M=oANM&_H;P
zQwZmG0ucBBC2oZC&Rt{TY$nWQ<y1kf1oM${oPz<C{PG_vA(U5gRfMueA(Vd)b!Q2U
zOi(=&0M)^Y?l~gy*T6m*_p9oYah!7`%soUj<P^dx17vxh%tDD9VMW0Mw6C8wrlsgm
zP8V<htV~&UYiezAcR6<NfU5fam#V1yyUOWORSgvPm*Y$isAcwlsf8S)!9|YIDCC#{
zk?tI!k;yU9zv_LsZ)Nu~@h-QG`tSzRF&j7sI&m|3xN2H0v6Yj_J6{JhX50U43{*jo
z{ZdXBaHuPvFUL6(P|Jn?QVT(*HH0A3C<Iw(tosh3kqNRl0wA-+xl6=tzXkT?dcUc@
zT#s{T+~;x%q175>d0%da5;yJ3pq<d_S56mj2(2;YI3ojU8T(&qA+)qM5Lz0A(Atpb
z?jkfYp;a3U<w5fEB==0QirYpV>=_fSXE=vuqjxxk(Ap5tj?(|x4$w|$Z7Zh>IEa?q
zYI8@})y77?eP2KYhyP0j1e9hz0i{t0sD(8O8wia|Ks^-z)ZJ<B#UlRqfNo`rmU&g&
zDI%IPs8?lh3gTp|CyfYq8-L!@00nN^siJ>ZFtrO*Wd{y*s@{PdTY+9l-~UnxL8Y~T
zpwcJ=Rrbd{+vrV2sBD$7PWWO|#kgpHmQ$&Yd!?Ai&BK0Wo2%fO%NbVOTFJ?T*)w``
zR{ziD%r!A94OC?Z4q^6nAjbwDJm!ws@?R<;%(P|@W;!Kec%1zFR(Bntk)w}~sxD(Q
z+_#J4nkkr2YJ!`OkE*RxplD5bDZ|}BT)TNua#z{!y<^LjuP#qLJSam%{lR)N<+57U
zlwxTV^7Mn6r%P)zbU$Gejkzj{9yx!gSewH+mYefAnL<b>D8K`5H<Y;P*nlb^c}SG$
zUnka*R}xvY08Y-*QCV_mPK$bCT)C<|0aZ=-k5#o4kCoE}RY8}^lC|z|Hx$oscF%ER
zy4nJ2TJc|MqPX}rS49A+ng)t5%5grmYFWK{WM=Yzsf0SO<{aw08ijgL)ptiV6&jg3
zZ%n@yO~g^n6zsg3AeDc%se7VMrt+<ux%-JL|Dk+Db9Z08JjLeBKm3yzbivHh`Yqh=
z*+u%FtV>frO!-sw!xYY$od)li7R;+xM>OVSg86nR!24lSl(=a>geu5o-OK3$4#k_n
z<v0TZY8m=pY9XI#4MCqpata(;4QY`o!}Hv0#7wPL+QGLr9BQcz2fb|0*62+6VLNxB
ze5IZHH6giz!ezzz_9y<7ueWy>izhe-_cG$xUPc|IdLh7qX~z6NOE=%?USbm;^FpNV
z{XgZa9o^4}_c<p}T|K4l9ltsW>f%d7JG(!%iC=h0(s}4lnU?Q<MI7RsK%E&%=RQj(
z>}Tf4vRPqO*&dVG5RQ?=ZLregUEPgrBJ3#ZY^woZzM+#@9$&fm$uTWu+2YuW_9RuY
zZL-|C3%1`5msF3oPxu*st}YLLCZ1?RA4!R}7s7@?hvGbaV=V9M;UnbY9`30D<i<r!
z<<Q+QJ$L7Z;i*VmKBLg?5p)FU`k+m+y~9zNw`F)vJZ<dYNgVB1(qY{EI9X$uJ2oP3
zsXCE+_lV3M;I1m4>*-EoDBYo2+KE*mVdpYiR_W!QAVzX>AV`f>(P5fQ#nCP?l~ZWf
zYZ6dk*DK;@xw*HyOUS&V73G<M9qY?Q*G8p?g<O30DE9=}c0!9}QEszJ%;$p97hrDH
zD0vq~wGl6JnKN}pbhJMU7`-&Cp&UBCNA&+v3bSUMd~<w{D!S&t4%k$+{E?&NbNi&D
z@<{jMHVjo$U_3X5x`GB4-g1cJ$orjpXkPnTXt=G|ossY?YN6B51NcOzp9hYr)6c_r
zT1cm#?;TM`+1dTwGs<<XX7bstg()HD0e9P{L(;?rZW#5kvy9?5<M5}@$4;m|rl2$X
zm^?Gno#N;MC&qL?MD?xOS&n0YTjW;AYOc&Y#p=P1mL+F+TZ|V`P}0BS8`#lWs-lsa
z40g2IoI)L~22fZ>YjlivwB}s=W*w~w7o?7+QK+L8a2e`oosQkKqiHIvj;50Xf^lor
z^4pK8;8H^xT_I10;NnQ9Rsv|W<!{PW=QdG)(=em{#vR~ybj}xTYK9a;1E|AwLN(Ok
z9>yo?a1S55QHT4c$o+7T4tM%;vl<~Q0RQOqZEA~E+%h`qeTGqdJ{vIHonn^&Bg8bl
zzcruWPLWZ2mcd)`tj8tF%fsE#S?_=<{ba`Kc5M}cPqErmw;MCU-A#PJ$${N2PZcfI
zWU$+9=M?I8TY;jw-R$3rQsjd4X0<~OLfd;*X`U;7;o{Kk9uE?Q4s#hagip!sl_C4h
zUI5=L4BiV&xv#k{>IGU8s26ZN{Jmh?7rkrQ&zPOy3~HfHQ1vfgC#d?@jXJ?BuRBcs
zUF@Ev_k`JF-A{>ZEblwbLElF<U=;W@x&e)c$W89H4dkqcx}@3b{e|aoBkgd~1zxWi
zG13e&9sa@zEK$yw098eFYZj5!8Pw>0Z-a{YA=s^~Cb_wO(KDhur@)Eagphmwg2T9l
zJ!**loJEImeg9&Ial`&nhjATH%y)`%<e_1A+q?gT*+Dmv&lRk{Iyx_w*H1XN`Ag<q
zEGkHtgQ5iQL-<5v?4e-ru5VD}mh-%UK^>6oEyEva*-@<El@h$m8KoS&%QSd1>~C4H
zMrXYXC3Qq!LtPwE$&@QZKjaidR7Ui1JLLNddnCzLebvHF9c^+ncbaIvg{3t#KQz&N
zkLx8gdEJEOYbKg!QIya;hfjp&xf`H4LdHyWPuKftPLq-T%PIHBuG8Efh{)rh$k%J>
zv%K+~0*BGbVask&U#vbeDxs-8^0>P7Qi+Rk#S26RXHgX7!qlQ$k7NHxv4<S@j{=x$
z>)6{I$KIdRV)*2x4=*k5ji-5epiOtyt*D<nt0J!ux__p8>VEe~(UFr?*b5CT+Mdf0
z`dpdMR=A_pBViDV68eMjiO?T>oI*t$Pf(~3R3wd=X+vf1AHyB;*V*nVx+~zqQFFQG
z0rxO5iCaJ&dmN*{RjNnb@5)7Wnmfe;MprlQ=E1LZ;LW?a$JI~04SlLv3-Mw(u{D+$
z-IdcSz=;0PadlVDcatDNc6!)dSMHY?@q!Dhs{}6Pv;?|EK$ph9#VTpW+C>gblp#Z!
z)lYp0$=p#MZrbAQBR>@TIR$*wNnT$)ri1Uuy@#B+c6qqWoa3%2a|@eQ6hCtDyw*k2
z#2Jl(XU`{rqT1v?dw%*c_q{@#0Bd|*oz~sqC)Bz-oOAL96t$73i>uWU>6}dK?$i_N
z#JMJN*m`>x8sQt=bZ7*sX(g<wrrisTLc0&m7PzYmjZC`-p(oVZ)P6#qSper={kS<~
ze;?ESKAc0l-}i9}nLY+&am%1FXvO1f*Z*t+Xs0G<+NlW|W%Xh>y3;9moZM4cZ?nsu
zlihIMvm-9Te*L&wNt`?`qvsUm+5b8&SKl>kfLPD1rA*^>p!j{*Sk_wVHpG`)3YXF1
zQ%)f$D=l;9>12X(;|Y~nzOIZZORVFt9hd807&c6t;5w-8W4!KG^6>L5+sJDZ%>a)}
zEr1Y~TJ1!6uU|VMS9gVmT`}u}pB}}=oAvda<H^%|FeWLnd{FpWo!5C}?U2SNAgx>(
zTQ>n7%*fODBs@{%X?*fVNy>`l?l;Q?n`Uy!)9zQrU0B{X1}NO$%_$J>>&WyvRd2K3
zby9`-e9m6|-B|zp(L<&`?XD)TKMOl8W4RCod|r&&RD4q1aKx|X#|GnSH<=P-g;nn6
zD*kX`6@NOMq)CItpM_`u#UFW6rB5-d-FKxHBbmpaPTWwsk;^GQL+KL#%P30Gel0!`
z=4)?=`K2}P2O{}BA4rP-DePj!vFzvFUyILp^@RRbPO;GcOramSk+B0cu6ohkSsZ2p
z>X$aOA~=Q)om5lp`wBHoI8VIfu5UkYB9-;ByGqtY(4$YXhfp)e?jv3mO|nnF>@E`j
zaxw&P*kJlFu;?W&Lz665MzDjGG|9%E^1&X5PXv41sT)kPP?4Hse|RM@CEvNu{gzDJ
z+Bj3*`I>uy$V6pYzi+}R7V?>=RKL&QY*2PmbmbK4<Xnatk$*}-UHcSu&@gj?lzFeY
zQ^Tlx4mm~Lvvmd6@G(w*ic<utb@cPGGLC*dUOS=hdDA^!jN)X4e%-*L!?_Hh&z1QM
zC-i5cD0TY#@rlsC|3>ITMGE~-Hn<lB3pj7Vr1d1PoU)sxi~^rF{d6cBB?~`rN6I$}
zimJ&~i`%-y8%&fE9^0#O^)lERz?Tp0FP*|qs1Ffem6Q5Rm%{h9#G!Ih@Kzt!m1Bo1
z)RaJ7EGK$S7o{XhYX=Ur7f%HyQByx~H&8*03#%ZuQ1uZO#8OWK<kU;*oK`_>+K28&
zsV|~6yell`=F#5L!fDN>i-uU-*Tv~J;l`?iDwRCdwoo+YEWD=_0>W~2#gHVu6l?&_
zw?Y;<<5ZJYks^bar>v`wM!~GBCr}g!n03j56C>XjZZ1U`%h=N@;~L93kZ}zYb2x=E
zmf5FOvNabuEZM4q|JRZ&&`Oz#rj;@kjY1hhZb<jWLL*a#F#5Ed-Okg_c3NG2Tl7Hd
zW#S`l5}E&=Y5sehLkZVTP9gKRgDfUoPn}i?*Y_xK(`JBnYKEqrnxRps89SN}?JhJj
zHRB!Lj5Q+s4C@orf(mEk>{p9Z9Gqcgys4Z_t*CZJZ$%nP+_V)?1GS<8*F~++C^fdg
zy$_8-4X}ZI%n#Y~T8|ffxTffe!@7bHT@o$e406M0PN4>j2xvetO5C&o1!e;@?bHB`
zLT>P!=-5JNWNJlse=BNK8kT1-0<XZSiM=Ou1<ZTzI<4~Fb=+FYJzoKee-t&A<I3Fk
ziBGu{<-MP9O5RQYQlpRwAA$*3=PPIYbyB{2R4a=k_jg|BRB??9(2g(kV90kH$xS&)
zl|}i{clnG;dM}za{%+Ms8Lt*SDC6Z3%-3GZc%Oo>L>VtUm=jUXS$Lv}DCaDt0S>m-
zmWvy>^W-dBOhhcdlukO~?lI|n4Nj2?Uu{+=0Uk`9ZTvdhD4oL6`O86!&-g>NHn`?K
zzmYWN<fY56esE8YB_T7yQWfV9syD38AN0Lp1r&P2suR|5C;aihVTBa-h86OP>D43~
zyk3KESi!&ahSlV(Y1XxKc*`kI?%(GQzh8Te3Ev~Ej<@jXo__~CY@pM#6Zk}D91{06
zY4f=rZWYm1<T8AsU9%8euhOQB3!i9--vN^}O19s}C(0vh<5WXwPS`?xTzX2q%7{pS
z3Gb>`84DV<sVN5>aJ$4bY!x9i;VgUEYceClo58)SnQtt%&GbacHLu_GxO8uA8YMFi
zxw{K4tB!j9It1s$8kt@T-+9=*Nvva<)vwsS!zor?x9+UU>((;%ON)MX+r$<|Q7JT+
zAwPd}RxMs``xVZC4|92X!DIhf^$y8N&Y>4PfCHaXXfFQc958B>9XR-Qihb`{^~Hvd
ze`z~P#GhmEk?QDkN_8#HA=SX4m%eWMt!*ul!`Y-C*qZ+AqwYZ>pNo<Hj;8*8oJ0D7
z1269+$fd{J^~6ZdCjG$H^v^oqa)`K}i;@0mrvAq{hx7wy_P|js#nYTas)6HEO^H@8
zchG9FtVQb#nLW{y7+U--04%e^dZ!64tun3W&&r%rZg)P)sQl_1tP}t1d+7zA^#uGI
z6y{mii%9TwZF=ctJGb0=>1FRZ^QD)cI3IV0@mGen-~}}J$v~N%)-&4vD<qcq5h^l>
zQkrj}tKo|;#|w?dGJT>aO%A>29&F!!j=nvWdI5EEv$pa|=-j`{Id>PEJXGe62$^se
zUU<CSmMT9w@Ait&^Q;9B*jva|uiGlw!_G_F+~KkItLNm>zugU~q#cGYrH}<r<%Y}J
z<JLyWkPC2|E0L?9S5u(W!x!AQ`%6Iz*-46v?hQh-?9AKnV$Pw9?h*DJs19D1k?Cc<
znx|%?K59;=I{eWJ(c3)7|AA#rdtNUYcC|v6aJl4?J5zM!JhG|%d6{_GovoL`!|m$D
zR)ywwr?m>n%59h3z3sz-TNx3=N_YcinuFUw6ZvGIz(fv_gVN!lU8~-?>|oJIQNkrD
zBU=Jh;TtbYIERv%S2=}}nU~M2lz1I-SQ4Z4AKHHet#se#^Kv?XL-&1lm*ac~mSjN2
zx(UkS7U2*7r54KdG}|Fns;>dE{?f2GInCxt*V{;G%0j4%F5sM3iT8j<I!DV1cF$8n
z{LQ*6Ar=0&xn0XSgj5YqA*8B<EN@FKl(;Ekpq&tFUQQQq2(kQfoK69?bo(#05Mtq6
z7bTY(B_|vp%M644LXAw2g@U0RvSd;8q?pb15n3}$v}SM)p;f{ugw_)Q?RXL;Zi*IY
zC$wHKrwcfQ*2Z$2j{<7h{9kGzw6r!5S{j8?@l(RnN@!$4Yia;m=OaC@i3{8|LhG!F
z)>+PhD|my1;{xl4gjV<ky>CUL#7)rx?SxjXa=L&+Xf-Ow$qA^X$$zPZ(9+sKXlWEe
z>*E+tOQDhJ#$!~g;`*YWW((e!)CBXyh&Z_^){~->3GGuB+O+a{^t@VyOom~OE1wB4
z%<-<67Ix`VGiTyG%XBh)E~&Z9e!WGQjI8R3koyxni6N^mz>M~On}*^!ZX@n1#jRu%
zioFo)Wt%a{$@b+J)Kv?Ll618PX4z|1J=yke&dKaVPgd4@P*$J+t%)K*#r$WOdUdtp
z<3vwC@i8Z>4LGZ4qAL1<CIeS1<bbPioB(qyO%>aL4O2xnK!vv|vX@Ry4LJhs-1&P#
zbMZSbOP6`x{QLH3Jz>CrFMi>IXh<BJ?5Zh44qZ^**nWX-a-~?7ngUxbC9=k6cx<yF
z)1eIjx>mul@IyV_m0Zhy9y%>v<~omxXd|)OMR=n1TeXYo!~(Js^D@^~$ZBf9J;4^$
zJqvW-Q-&|nJoW537iHr#&u!uk)Z@#)X!|vbQG5s<O7o=HGcE@4cZ+mSL(|{!a%Q@x
zYF1|`e<P=-D8L%9DwNaDrF-rb-8nhX>D5)yd`$-L(-d+Fd44cZ0zGeBG(A6&i{H%i
z<G5g;=hKxn?u*LvgD(bp-V_*MDN&v;i;9U5S|e!b&Jpn$Ke&#kwtdb;<@q_Nh&=xa
zK9T2N3Fdhk^@mRvg~`cvJ=1mfpE(MjX>C!@Gf;eH*#(&~-m2NiDCMqwd~gwS{ZS#1
z-OJaqJ!$@HHG41ONRO8x-I_&b?E@9M=Xat~o>zawYEkz;4s#0Ks5u6%q8l~GIg9Rq
z{CQE`sG%(X!bO$k??o|xmX9}T4qv1jHI4(80)_sp{evAb77<1a^pl;?uklh%)qi{t
zC*l)9ocK?W!3CFUMo54-LfSJuQ-VXBpsv^Cpe8=NA{#PFIh^bNqv2f7-tixW@3Cx8
zbXFHAs^i-hm2rGCn0AHlU7SMr_WQ@g_g>B-eDD5;;XC{vg>Od`)9}6PABAsMOM!_m
zZW(bK2;jE=D1aYAaq7c!@reMQdqaTlZ|s?+V@uJieG^ZiSZP&kcHgHN1&;J4=fZDO
zO!QR2WnO{Ywr+VPdAPL)J{5@<KHg=r>cYncXb@ibcpdQfpI2-zC$_~Bqb0OfDR!lG
zfZzGTfzr2xPLju3cxuXjhZe*OF05A2CCb}XY0a#@fpi}0q{E7TP0t^0>8YQ(4$0il
zPjcJn#z%!qAmZz35Ux7OP1n<`wXOw%5H>DK=MG641$QqKfT9{i3$5J5KBb}&m!kA8
z`;uBZWOI(S@7<Y`DaY$@Nv*W<k;8Jkf3ZEjK1M4oP)%8vrkb)YjY3)1s;65v6B?Pa
zriPbPMxSv>ErN!QXgy!d;x<turkjnJ&N-CPFXa@ne=*2rz*=q)sK&Ki$^UEzXs32)
z+Nm8HMP-j2JiUZQrgluR+CkZ0y-RA=NdP)#f3cU;zW0yZT$%~@0LAac#<HlhXOcL{
zrD)&#7^jdScXjb}5*nEd`NOPuk5w^ke#c*CeUB=R0gAt3b=gB?a4FgW2NdbXM|tnp
zy-b_mvgd7{+hx?=deQcn%l^jF_P5rFX%6LM!dE+ORS&vkZhymr8Gr_%EfjzTT@DiA
z^U_9+kjL)wJf;UA_yyK?#6;c<nmWCV0$Ik+7CiQ>d|+)A`DQ`UgW_=}rozsnmsQw#
z=rVnyQM^!2Vznhf$E_cilX%~futL}Fa$-9zF$!Ip&FHE*V1pjI7ToQrFITqj885gn
zg)W;@=4E@vB+%X;T~)h+HB#UTxuT}5dG~l4rOrVz4_t0;8J)65^z-D%DM`hVvS&X}
z8{xPDCA2u^xz-ZCV&)I#1nB7|t%L~Yq7=u{H44PB@Km5+>*UTho-uOO17oL%mRyJ;
zK+`KKj5XyPIzBDn6p8@duc!#t3pp%;h2a0S2nJed<ZD`K<ZBcfaMv%kY9=%?4Y)>E
zR0PYpq9R!OBgKovBitske~xMY9L}K#_AIB6{mVfXBiIN~jS*}mO5C&^pq<*GX{UB*
z6l%w;z0LawjZE#Bt+iu~*u~AFCX|^?DB~P!COOK<)Q;Z++VR)_YzI`)Gk0XN*1@P5
zTAg%&s!^x~+q4#BN;*MJ|CjYuYDUVxswbsz4tb&xr%(%WK$d%=2}<156QG?up=qZk
zXcY1U9ieJuYDdz){vJhhN#+$bm!v}ba4xBKMa?BsxVae8!zTj8H<Ieg^xvYR<btuD
z{$c@_r1@kXr}SJhx|Pr<WXHq*s(L4aJ!ZW$mAu2tQoS3rdRKLA)mLocLNt>=Z??`-
z%MZmb|5azHpP998uxh2rM2jReneaHJ+I?A_dycqbPA2eRP9|5;9GXn7f`jn0lG<7v
zR%9Oeo8g(LPbQSjuJl4Sn{btNBbrfS7^R}TKBgU?QQq)+!sWFo@F)AJX2qfblU28Q
z>PurN#8mo}cpddjpAy%!qAzP-)nk4um8o($m8nKvrF99<RC{5y6!7o8sseuQBu_?a
zZ6x!6Uxk}T0Y9ooyN5&(C(o`js-r086uM0VGU_&sCQL^mg9o(XbAk_&%3=uDLUY2S
z8U=IPxj<2^hupTYT=h@xaIu0*(NJD~RSo6koP$F-bpxZIrn{)Y%POer{5!`awzIu~
zu(y`0Y_ZuXZ=*OH*Z1Q8wV48{qH(QNMdMnd;J7Y%u33iAs5qQ#Qn{HjrMXwtkb3Z{
z8p_9+xoT_dC{P#xr-rn<SJ<wBRla$bhVfNi?#L^nTL_Ip^+M8sU5)BJYSl|axjxrO
zSz#TZ`0Jf2T5|y!#$R1!!?-+7&9A9p+~k@H9(AtyTS~)Nb3P4Y-urxYQ%?95^ews)
z0T1Rd_Mka5j6K(a3}e#Ak1I(ZoJ5hnO|UCU*CF7+)HlPgZ$>$Nli>hMeO|ictSp=B
zSrtnm!^EF7KMF_Km&W9UJbKo53j!!~3t}!Reh~inZ$Ti1-GV?~F&*uLcDe-t|K`o}
z>>bR{`(ZPosQ7u@HKfDc<+!&<yS*8>LqgktAK(-14AsX48tq+_;1exootVo}ZWxIm
z##~jm7_cRvxv#p#u>Dl?n(~#cO(UdtzGuAn08OK2z75W7Uz97;PgaPCEM;U!p-(sO
zE6YMl5}#N#GE{!}xaV)d1=Rh8^o5>JbuvZNx{Ew3#Bruh-CsD*DR3Tc-p4+EjqWc*
z{>j+zmg~m$UF5>IJd<R%XCcg{u4@u2S1$2%6P2zr>uI-CD~O#t{JOf-a8I-`U8He&
zI=N52u5KPQ<QzJ=2M&E0lfK&8lC$af9@unzU-i1W*-#d1bQOKL80jxC^%rpt=?4zo
zJg6CO)Ds@gCjG$n>8Axku!hkB;jRZ-z-KWV8tI|M4$vYurA|u|Tv|;Tzg$xveBM#&
zY17O1iDxXJCXE&Ng#Y#36~JeGb1NK0_*C*6a}sVF&lb<2h_5$UcLmm6H}49(!TGeq
z_3CxC!?mN*v}pVL*VPUe8AB1-0U+T$fkn@Fw%DJ$u5Jfx4K!pGS4+18zJ1oy(iZt0
zqeFQ4DLz%^tn@S!KQX%5>Dz`ykT?vK!{N8wGXFK%dd}L$(zeR;kl<=0O?QiiwC>>V
zkd-5O{jk~PY&%>oPcy2@+tzrd3eJ?U<J(*wTjLoa!fy$)prRzB0;81MiM$T|=p1|&
z0o>QtL2kok-uyIatnsAFDld2{+EZ_li~jahmyKWWL}jIeGTnU%sGhse#_CghlXW<S
z_9nA#2~&H&Ih;kFYj}&arHpGK$#X4lk;Y4&Mj{o({GNloUt1m7bGE0MOkdVNUex4D
z=!!PCfud}}Eiy0FTaYjiMQLwx5I(7`0pM-%v=(n;zoXaWS6!F1`Mc_1n+W;+TF>I(
zXs5~R4U0O8iM)EXQ@|+YAa_CouNc80uP(oR%@b~a%!IsJc2QK;0#K$yJ_prv$la_y
z1^E-4LXbb}gM1}t5#&#E$k&>XKZar&<WDfj7jY#7Ik$lzpJPJ41w{$+t@uQcZ@nSp
zJ$`TFkawQ+)Q~5K^@C5yhn6&zVuL46_W=BOS#vop9mc|{MQg+4a@jv${K`!tHymb^
zit_Ni1r+Vii7Sk*c4#hwJypkdwV%619x3w_h*%p~>I*m&aI4rz!gdZp$dQz2Yx;3g
zID3oSJjfU*eX+BKyra~UA-AMXix*s2h0cAfBP968UU74*n=<Y^8;-nGS+`|T{nWE)
zG<W&|-U`aNzs)rIi7wpq)wn@C^nK4x(UFrWVIHheFkv156xE8n>J#fo+6<n;r6^&Z
zV3RfWdXmKi&asy8k8?6Dfalrd?7oxkOIe5<mLTWh|9w4-HiJR+nO{BCbk&p~Yn9Q$
zmo|enGA%g0Ho5bM33+z6O&)Phf{#o7+j_eAg4;xm*ladpGw09({zpzB`}f$S(SK5F
z`x;Pr*wZj&A4=S`9iW}sp=qafXcV}n(pP8{YQiU06E<I;muJ5Z@cYHcvkw5RUwiUG
z`q{$d;xo4oaM-~PUnix+I~gc`2R4?TCe25QJGc}j{8^krSY{9I*Hma^GNgfBRh(?M
zDqeq}Zjrc`YoMC%38?wERvm<!OHtkr2<BXx(n!vFx^HEXhcIgHA8VI|FMFEGRXbuG
zverw!1;;(AdV4>cjE*q!^sY?lIv)xYdte|!xUUsb3^mqx$Wt$24OT`$XboCLL1>LV
zNZhA$)stI1&+7q)a?U+lJ&%eHd8;tYh*C~jyn9$aPT`YFzW4B#alYe16j8QA^%!%u
z*fHkB%j`2<^2M=oV!sE7MNMkfM%Y7`>q*-+O{_pv3zV=Wz$F@Uy8!F#xyxu#@_bCy
zSZ+Rn_l-R;iv97OCtF1^F07*12D>$#u_%^{^-~n<9HOGwmG5Dr_#12=k795022&K9
zw#zeA6mauZ6dOH>E_Pes(#tj7xgf>05gG;KS`koSSU|fduF=aiv$zz6gy|tFu1)70
z+8tiTDHsxLOB9yrGOksML@o;lo$>!#zXr_|4m8aa4m1i4MS8(TBhvzW3Rc)mX1B9N
z*e8al&_-|BY~!|3JH9d7@eSutX#1H{s2%WaeCQJ;yAmVquYgvJZoi_?O`8K1P;;~j
zs5u&innN$zXk=>6m*tyN@>SdMBB=sY?h9$un)nLJEAgCT%{G~wOij8?p7|o6N!ciL
zqbBA34Igx_pjxC=LM_rLv}deQs4+2EV}NgH-*^N!j#^V_wx*DC$Tw3sg&H!kd_$()
ztRX$SdHfC0^ixAL3b}@Mjx{p1X0YBGoPliP&|U59Mc{axfQE#G$(|tz_li%r(KHWy
z2o(QNgBfUH>w)5XE=4oY4o;z+V~s*~e2aFpgI_N={k5kZRY_CNWnR=)THG~UuW`|D
z%{z!Hp{yIx%mcj}W}bGU{NQwis!1pJP-uibJd|cU+eNC?J|slVI9iaQ8Ha~0U(i%D
z4%9?5&MP>MXvS%W*3gX8F7!q-PP3Dq<@$^Rhmg%>)l(j?7{FUYiS0d%0zYE(O)pAp
zC(G-L)>e|=o`%(-mr1A;*9CRsbW<EE&zyl<So639?i_^74F$I@Y}nSpIXJn%_gr&+
zH>VC;v3jNiShEBDJ|;A9>R55!bDNqvxUiZ!dW8m^IzGYrY3leg6sL|(sbi4BXN^AG
zM4B~fUGUr`wsSJg8o8_0irU1+(YKEfTe%cX8NX;0oH7mrMYV^fjHuXAFNteh3Wu}p
zvP|C#7dbC;294&JieRuWj?rkYB3B>w?G(o$m&KzmvAi~8Tm~m$BCKhqaja2r9Mev*
zM#bS{zZfcWDnHoH7OLiossDN&7Wv#NibowQs_5F0bKu@?Q(1b|Gg1uU<kfMbx?&^R
z*y~kPQ$^wbYKN_(G!DR0K~qo7&?pp+W?qLI?i!iGKzppx{Oa&|voXzfSBsUiHWXJ_
zHq+=SO1P2KswHNtmT(UF<yB50zr3tBY2E*9(h}7qO*b^DzJseK$9y^>RK|uF@NNQU
zQL7eOt+K&O3BN;dJ!6KR!}#B3a#Oc^9dh$g$h*>e#WfJ8xeAK3CxGJbp^YVN?uUl4
zZby;U#woP9uTjVt*q}v-X>%XGnSmkR20wLn)H7T(;KixhTY<u=rEr_ar6}A&520{d
zzGt@%W8oGqC)3L2)-YeK)ONZ&sf|*KxqQ%5%!O#9VlGriF}EI~L@{?fnnW>od{~f}
zOZxaeBk6-ZUHa+B*;ts=Jm6RJKshy~a5{lMxBk5_z74WL{Y#|roOqfeL!Yd8j#I1+
z>Zc*}?lQVYO2&rB9?_<Y+)>3iA>Lzj^_ra~i7qJ(lSleaNRhN7y`9U`0%1#-%!x4?
zi~XEKJI27NQF)5_J7UK;n|6$Wy|eO^uJ$iMKdw_~M>-^&^)%9d-P9k=Iiw#rq`yFV
z>WehaCjG$n>G!Wmf;CRtS%F>Y55Q8jE6t_V%(5iRKeJf7(pW&vE8Wou{I73U8lUw&
zwo(-4Q_fN(_(D2OIYTn**OsTlO4`cz5{<f|7jGGDQZJfUKUE35JHN1+ePFnpl>{Cb
z%mrx!?%r^==Q%oD?Rk=sG%I`%R=U2L(Zpu&6)rc|F<MtIo{B2Cbv?LF+N$oKV!UpX
zL#}%w?05u&8$po=I(CpNs~htoxj5`Bce!VTd^*ioE;wCnDo;%}ip2|DJ7plN8Kt7^
zaXIe|`!mo8-@c~(gD^R(rqL+mgYYo9Fv>`mKh!j0vOb1VI?QjO9^Q}@Ofha{X3DI!
zx#PsAoJ`>M_^b6m`?ujTuQr@>Z0Br*RL%)8Zdb1g(nj)L1!^SNV@|c;a=G((>wE2=
z5~$t8My`XlG`TGlAl`!Na2NR!ic)~Mj87D2E(1^BMeYHBO!AJD57aYO>&Vh>!l?R&
zOT<=!^1fb0$W~#LigIYjoaXo|S{MbU%Rvo|aG9HJgsBUz8BA0qd37tPB(G*AwU61Z
zoJ1QXVXG;l!(bDd(m1V33?(%x>1kYn%HX)18fOueET31U@kO`9Mq{;<!Fei~{=X;F
zxHYu~(z&+<x6j(coXpA8br0TISFQdv93sU8E=jrE;~E8Xxp_cQjk2~iU*=MjG(2BP
zr9#hhj<wMIh?6mMu)kkPZEJpl9G1;Nll@&x8k;?_c2G^(oTi%6AdNz45N&H}WSpbz
zt1GE(%@yES|F-6NZWA@)wAqN$oI{yUcm!DG>u6+uXoT9<+zBdi;U9q#H*E)Kr*>%C
zsT~@Hwly^hHQ|J6f^7x%JoA%gPXmUqwP~A&w00p6LvNvlWp{2Z<sJDz@jKDn+AQKy
zl<o}X6vC6XHZ?LCGay1`9{CY!NsBep`tnh(foh%`P&00AuHaIX@c@d})~2Ui7g!#_
z(jIA6K37$4dsrbtX^+;SDNW&HgrX3PPL=jRos{<M#Of#<?L@mM9PNw<5{_njCgjKR
ziH!6?;xPNYsomqTENMC9*K(+w7RY+Qs#N&>+}+pUmuK^gH)84B%<NjE@at>pO2gOJ
zDwg&f9MZ;S2MS$j_><~@KmIEXNMTnRenSDe1hD&>y3zpu(uW;NhZ+9;zacWCqfvPb
zzbrs^5q`lFJUXMkjz_U{^6A855-<MQhkxi8W&>_I(pF|KTzb*UbP3Mylu0~;F`Xv3
z2m}_Qo;0?l+#inZgmc_R>cWG&6NK*+2MAEp6C84O<kWnT#3^k%8=FKXr=U#SZHz*_
zI>QkrPiLk%ZH-EQ=wfWQH}8THUGYzM{L=&f^u#~C@lRj;a}WOMkADW>pF#L%h(jLi
zX51MA`ph^RrVcb)$s>)7R2j9g>21MlU;JrEHCZJ$x<edqfZw>){Tdl!JZj~QjWrm>
zl$8hWGQJj^A=mdX(n1zM6We|?wr6ntpJXIelL=)_W8}sMr$otbhfYnD1!Ya6pC}tu
zMZQ*G)QwFDQq`Fkrsdf)9HooHr?$1hgNz>FJv6+2@v|tq9RIlR&shAk4F4>FKNE^w
zRd2av#!@BrD2Y5u>_;aQe-3B#$fCl81QjNSVc}wG*aC;lSv~PKJNz4+FsX^G(#LpA
zZ?bK~)Ca=RWauybRDYS&*O(=Cq7H&^tLiV2+ZiQHx;m!RlIcm4ZkGi!jR^Vv-Nr$|
zCFIVr#&8+d&*&w4&&Y_8xigJwGIzL<B46oe#Ob1EUL4m<+WQ+zMTlUvuAl9N+t-{@
z!($ZKLj)~A#C2wm+*!xF0M)~9WKS|;W&Z(2ACayVjq(nS<wd9$qzRex@r1de2^Wq2
z2Wq)psQe^T$kiXirwoG?g*^YMDm9_#{EF~{<HOy<mI8#ff`0K1Zd&wVZ*}`+a6qhg
zOg>7hd}A0s;eUOZJwEFxXBvv|B;;SNx9|@mORjs;aEj3==kryKDdVckm!})|+Py-q
zdJ0m`@tnOm$tbjY1ZDBD{X*adMJ2M`SvbbEw0Nda89f<C8GTJ?f1z>JK3bRw{h~ml
zMsW3K#(Lvr)G$C_a<Xw^8htII@e{cxqvWA`jZrabxNC)@A0IzJmJK%+3yn<OW6=bo
zqI`9PF<5-a71sc_ic&@?ojuZU*u-{5lGtrRwg{L!=2vSZ_H)+ir5^Z(*=XZ7`xYVB
z*YGwL$2glh9B`t>7-<4DSTGyTaeZQW#nhj^fnJm9O|fqPfUg)u4sti$Q>h_08%DD1
zTx>*!ghzrY1B^5|so03hazqCD{Tr-^`~7WR^XeD8{bM<W)m$KZ<QcuiR_rHqKV*c!
zfp{(mpy5uVP}~7^TRjJ{%wm+%BTl2TO>|@=g=ITz0AksPvn(vzMJg<dIGeBp&Nz=z
zOMnKeV#1PFOfAZbR9I$25|(!8iH{jZcE~IrdIt=nO4fs*NFOzMsG6hKfY(LnaSE%e
zAYn0zQf9FPpC~_B0(RhXNduMg6FwYC4TO{Ee%@{gEB$I#`PHl{r)IlD1<5vxjd;0g
zHuUe0#~TZSghuH5OT_!A$v4O;G;Zb;Lic@mWd-(T#5;^rT4RzCV-tHAN#dx9<w9ir
z?no63k8@E9hJS+XxFi2-qzZ<?ic&D#3q^S_%-dBf9{ac7a0-TRMyg<l(kd7xRfZ@0
zuP+$lv+ma2D9qiu0SP`p{J}83I;t|sVYe)^nV&Ro7Gg%l`ju5w%wTeoqGH|3H;9Uj
z;0NXKZWmceQE@K-QD}6Pm7g}AmFbhgby2g8NPG3lW{~WN%DJ)0yfzAwOYb-4ite0D
zLDD(PcvEQ76ctZC3o|G55ku!uXxz90`VSZpDs$_UgvqZ*z|8}LD@J!mIvE9aHiu+1
z_r>Bavh1DZ@zV1Etkw@cXxuC2Fi|z&XH_-_{1VQx2K=nbYQV4JZ0eH0q2LJ`{BDsn
z;5CDA#dLpVHQ+~sA0T+z0pzl|Mwa~(`2WL3X4Ym<q4$aVQ7MPHnAbu>ol~fnt6B;Y
zcAzK?^)h^-p<V_S=tDgj>W-Q)LLPj?n5RR(+B>1ST=ytUNJn|4G$H-QDS79;`8eef
z%*k?ex;IJYKW20g|8gk=E94&^%n?->S{BUzm@p@DHo**>*vBERf`$N?xh(|1MHA-3
z7R<LTFf#2;svyj1@}OZ<&T0-d=vZGw%^d5Wc~yipr?9FD5;~#1gmq_pBCI=CA*>x%
zSWT9zJw^*Tv>+immJe=UaH7!K*RSeszpA^HDi)zxXniGkK#iB1Ho%DKxWt$&+^ESH
zNhq{V;uHedT}6e~u^MNRu?F>2lp~hH=Hq;ghcT8*Q!^f`qGIeCE=n<W1vCO<>~c7N
z!-O+fQHrq(peT>AHTp)!2`()u$d0U{f-H)wAiD#f@V~wwi_f}~A43uD<k3j*LE{gy
zVizY{8Rx+&Dz+ZxY>KV>p>x4q+433Zu_`LIl5rGU7XSceY<<(dtBM&>{|&TkC$EDd
zYW6dbc7{YTgMAV8S>>du&l-_JE9Z-?kLzS#SS=FuxH^iXwHPHZjt(t_IO<LErpv-r
zMn}<tiK;l-B+87VojJ=I;7y`b9KD;fss91zwlzj=0U9iaP#o0^!Z_MEO2yIYQ7VoC
zpb$q>Rfo@AWrSCx4bSl<4;x8H43jd&TP14}Xx4i}W2}q!hIC#z4S7zX4z4OMNO%ZE
zX~@sTCmQl|!7x3%?u2e(hSzG!zA7t>NICNb2&<Z-e9;y@NQA?-O6l@2d7IN{BUW;g
zDEL0jDOT_$-$a!zuc#vMCodUO#0D;kFo(SEbI>NvvK;if>7ebLO%4Lihii>{1ZW6w
z5I2Z0T4y?_#BvZsVADa=wCq=nP}_0KL3h6jG5Hi|)*ZAC>*5Z2l2=X+;uKbSLBdrO
zB?n!@CvwoWU=CV5bNmPyyUtjzd8D*#ow3*^5~Epb3H~@v0iiGD$~TRXv7AhH)Q!fS
z`zPg_>y5Uyev+aX7gABIay0ef1d3v`W8WI}QwQz<yoZfM>=C_F>mr#$5zXzWvCW$)
z2ft-Z6x}&_^I@Y?N>pIUd`kp3qnfGj&T@Ue2Gm$FzI(!O6el1@;1dBk0)B=WdU~8S
zxnXaHu?dyQ=&aDjG|R>C=t}IzWR0;#M#(p|YbAL7YRCE2j#FxbOmuI*3rhrT|Ak`M
z(0|8OmQR+#95)}8_yRf2aZ5Rcy72sHHOD=|IkR4!K<Ue!a(k1KNO}FQap7`*@`PCV
z#rsAxv6hRX|6_S!YSYWnYRcQlMRCf58&f$YMmJk2{?n3fcm^v>lisUPm`{3n6SCtS
znnK)Vc`#bdc_^*=$Z>qa|N7=UeAWli%P7Ko&O=D>L1oQ(XE@oK^R7gzIqxcG<D6%M
zFN>7G!4-Z5wEVmm7Nh1pGLYuISEJ>bjm9ba85kIJbea?sVAx4s1x<OqHXDzKbd>Yi
zOH*FMPmSk=CQTDvv(JnPI@$L3xK1UX8=b_RTnCNgTuzz&<9MqRRF*p$l~k0Ilf2br
z*HN(8xQB~U80{Tn&T}I;%L=2tW7Ir1j<cx`0*BTMpn)|CHd|u2LDaE&$<1qwRC~)9
z3K3!C^n&T~<Yz{b`Vof3F>>dnadGnTuOWIa1%<lfdtnva@vV8C7(HV+h1FRysd1$A
z+|vwhYhw`_{LkSN4gTk10;jo?;M#Adjga|U46p8h#Vw{bm$t1&FYyttoILOzr_8Fr
zJP<4I`_>pDc5ng0eX9@m1Ds{yzSYG2FU}_1fzx9<EFeHb0Pfrj!eEQS{jC7puWm6C
z74DT{5%*ZRVh7+ZVgqsCf>m(b-{Ex<?wrEvv~aHmS{3fe_(ZrT#|FWjHfs2YCUp>#
zXf;vaujW?2np?}M@vSC`zB3*O5@hRtZ_F0$u)J>&Qhd$l6vDV&EXCKDHjIPj%zs?&
z+-f``hhBx$rsZy<y%@qI)NV~+nc~5*>JrWA`DvlD`X1OBn7|9sngVvhX-(mbRcnf1
zN+`S*LQx)GX*TB4YBp{jtKut)tN6MGpYXrF_=?Z^FdK{_+}$ma;Dd_d>!ufC+KQJr
znd0lvT8$fotdE5(`~If2#9N$Ci;6d5Z?LHNIF^EIBw0tn70i;eXEjZgt@jzv*k6h@
zL+p+~+n(o@P>Aii-}p!D;baQ2B?pXWgeDCkwvQaVt!HJOO!M%s2O&`X9V<f)88yU3
zt_(+d+&M;}{`o7IYg|rFmf17!3YQ0x3tFTC$%HXPZS9_Bg(Sh){jf1wM8+|6F~MOa
z&5tifaFLyjy`AOh)R?-W1}Enn^W;~m4irdQeuZvSePXiQI5s&gBqt7TSB*_>A)0XU
z&GC~v$XU&k+6j(1T`CZFXo6r-tko9t)GsSeovv4xM>aviRd#1mSV}peWJ{0A%jg(d
zYYdL|I1Y>-&7A1uS|N9W?S<15Z%u#)Gkg@|6NQiBxWMr7JPfhp#@HbKtoJ+kb7q|E
z_&fM>mSvYi4c6(5;zQ8WbsBv0Gl)AYDR)j`Wzd};ixN%=@T5Z(dV-5so_vLq$&)Vu
zCD4-}_&m9hi{H$XA8CTRCnJ?b@0p%_DX1q+q310<%#&JUC~k91eD<$DJf&8J;%z=p
z!h`9_bNED_Joo?b<f0Sc$*_3&#tHCbrFc-`i%jbu^cKc2g3o{+Cyl{uOjS|swlhgJ
z8q@n%2$k1P!jdqJ^8y?ht%|2`5zCQxa56bE8z_N}Y#(n9$<AE-W{&Kj34$YItkD*$
zEXtFMe}e3l?%HO@<K2^%X;d*lMA6)oYiOxrzSP=7qmlz;HX%%|%&SyQdOQs(h1?Bo
zprHv5rbDOW6FGExe2}3@2h7vY8zX~^&$@rZHuf^hGBqwE7c&ansq59*zXyINPQGz6
zrBdBkx$c57NW8{GB~GTY*$+l5ncFiy+Wvez-dRh4J@>XP#OHy6woM8-`t2&e=;aA5
z#Qt)kdo5Ah^Ri%<xeU_mM0Y<IuNKQMT{e<@i)AjPrsw(bYOzeyGcA_w2>>B2mLn46
zlq<#^sn4Med^TRdjiPBJH=<#fyne-aNW@@q-*}*DZ(XM`{xe*{teU98g`n$B74<lU
zdTni>sAk~Bwvy>_?d4b3jQ*k>mpt;3C%5EaD+j#)N3ZR+;mp-1CpMM2IkoDGyEz%k
z<lB2EsQYdGki+hUMd1I<>0jM%Ym=bvg=wnuu6XK+KuW9}V)Lfy<eecC^X)AY)cv+*
z3F>}ZC%bouSP)=St~~rjY=nKD*^+sj4J|Q$cXSOWQ%hDRsGDwMK{?)Zdmbfj+9Ife
zZn|kzP>TX7vGQmIZ!MvbsYMS5v}kvz*APDj*k-n9x7niIoDD64-`C_6YRs{K#+>?}
zjREb{7)?7hCXf;<;q}9ca$&ePOK3c5(RWsh=&i8Ea@H?KJ9}+V53dZ^Yk*<V)ARJ6
zOA`(s4E`QVujhhC=my(ZYy>U%+Ej%n3QujS1_@83kEgn%53+Vzcyz_Wq^6r+O}BDt
zd<&0Xg?FC5@K`?pPM_Y2^v)I|u)J@K(!#^ZDYWnyQI!@Rk%f#CCVNheyH(EWJ1$)g
zY3=PUw^Z?V6%Q~8mCI;la1hU~s`hi9<f63PSPBimBaB5=)p8?PQCe=yfuiM>8(dn&
zvw>CBas$Ox6#D|7@V~z020rV{joB!|1KeOF_yD2+SEbS9K4J?eNAI0H#J;PlENe8m
zj@ZLFw9xpj>J1hehpVbx9I}fd&77+8OykM7%diCRD*KkI<~rkSpiy7(I%sodNL8;>
zXk=PBL?wEAiOPwr3A8s5!6}Phh7(5c;azz4FhtbgJlYmWO*FS-vN+4y7D!E0+cB*<
zn|cm#PTw&xRe%NyL^^ih7EsqtNmR!Up^56)0gxD#;!U#;NR*GHc&ld(1{J!iQcx*(
zRT!^@wy!yb)l!gfABxfda^e$>Lnm0EpD%n>Rb8>@Q{6i@2)H3>-X3BuuN1+Je1K8H
zWP0ZbT@<=S>E6NODaKTXI?H_MzQkFCZrR##4QwX3?{F@GyUYX^6a;{)S%8CXsR`~3
z1#TD(iGt}RY2G;LuH_ANd=EP2SL#0DzVTyZ!K+4G)*c|}a4*GbINbO1dI@e$A-Gk&
z1qr{RD8c<3J`vo%-4O2F!ILY={5sxg8s?>NNw2R>T<5h?XTHKIAoPZOWBKHfv7AiC
zL?)>$Xz;Dx`o1iP3#q8_w}L3agb03FzIGCrOj%HaB-u8@+dVZBDIAJ_xCwMx@I!`o
zzG#GUzSx18d&)%=<Rx<~5q4U@_4#b4(}J!jt^z+k5s=-IsNcp~rv(@X!0Q*GDUW&!
z<;+c!D#<Q`Ckt87FldypWqR)yBP>f)zAFkjW&QWQD6uHZ`;3^*c@(}UC#m<Y=5Y>m
z;{rQy;Jv7p;z`bdGIeF{o3VMwruU-8Cz)}diBUVonT|`i!&}eiIL$UXu^yPD(pSrI
z8&MHC?yDqu;SO)t)Nx4R@DFBnsdd-mjl7M-4o+5?>x>B<)G&tTC(4bDy%oi`T#8cH
zUpa+R*CRjyS3naAM^AoVT;c+lv8qh(Z$Jn?HS;%TQ_i}oio3R`Tn)_j^&?7-9Mx3L
z8igE|;eCY)d@~8XlL4wJDbiF^QlwGNyfvkdUOlBkXOq<H14lp$<~|3LRPLiSopKe9
zq_4^9_I|BuD)*^{wo>2igHP0V`&7G8%$?NAyF?rRa(4Z3`K2&V)w2l~2ZVw^F{hv;
zI_o}lc*uEV+VpBF5`2;C&4LcKcwL=%2QQEP$u?Y`sp%cY;=mIqLfz@<YI0qkcR=cN
zr10)Eifh3*P};kl*RYA_IDPi#k5-o_+j}#`tDH=|AsxP>W`C}l9Dk>`n_jBt;)gn=
zj0~)Bm8C(2k2me(9WfRWZgN8JgZ5JN_!b%Dfo=Fi9@wTlP(FH$tfr#JlO4UDNS;~1
zO8c*I=A4$BUlJ~V|Dwws@{dm5d&M8DX3GB}e_@nz1^ajLj*ZnM(AvLE@3`~93+B--
z7os=~FYX4oM<n~)6PGMIcJ($-{Tu7%?m5hiQKNlpSMLKN1xxyd7j3W{3M`q#MQ~%c
zbkq3BaW;{`=>bK}jaI$r*YMdN`XN$o3pojzO-{-~mE@#$_(V=>mwbZ|f5>#wCp}={
z%$+26MyN4xm)u|AT`LB1LuthH;}lIgMxO38abzqPAPb9=)v$T5x3`whF<eMZpuLg<
z<M3>(i3ZN2$#Q8QZ~N3@q;Svl<;Kv!so592FBWq;&7ge(i!QK4*bK@Q`iv)dUq*3)
zcP%~<ylWM_?7ZEaL7_71ygimL1xP2XWoS9}u3u-VUuUV(sUNoE8zL2t!=Rj>Emwz4
zts|@ShY>&%x7q(l?;(ezS3VB;Uikn5yz+6l;U-l7G5qnrR)iGxS`qS!=^+2O`R)e%
zOYd&X9_TH(pC9o<epgg{8LxWN%LyCsk~rN+&%m3pbf5Z7e4^XBqw%&LUAa7rPjoAA
zBwnGSn`71S3J6^!D#0hZu~HdNo9RZzgZM;8^Y^#JqdGc?eG8xHY_K^VM9^W;eB4W-
zeW`)CzM&OeC?-s_SeSuNl-d4`Pn5Y0#OaPwf#En}DbOFlCyE!n5De^~6N(Lb6-G|o
zmNGE};FjH|=X8@l4ff6z=TV5jKbcH#HbtIc6p)-$*g+oN>P?ZghkAb&oT(NE6AM9$
zMy8clZjpDUsGGu+)9N~tQz(tEo1#|NH5tcRT|4Dzmp5Dv9PVu?+A|5Yy4K2I>};2!
zR@eQxD5Yn8Q`G9ZXNt<Qf)$PaZQRopIzUmm=-He!!9~>APEC>P>x>_pk1}dR&&4PF
zuWw0>&-%il9g6V5o`wV;<g}!oGTJ*{JjTg%f_F8wC*0=R<n2>o8SrHF0TVNX<WjV}
zej<gI*D`EDPPBb>ids^WU6crQNRf*UOlT|%#&|2s+}bi+o+$RdWPdEhTwK3}3b}cY
z@ERc2Ulbp3N{xGFR+lkO?_}{QC&PZZ`Aeyvg9-D;$J#$gk*A&BWWDr}+s1d2gI(TL
zLaS!|!pQ^WNH<JII(ZFz8>gYiJ4u}3by562!6}fPe`fzPMIJG{!yV)udTj(&29x2w
z@WGnn!bHVX2s@#9y}CATv{cUacoSrmTI0gADgjyd*L76P0XfENg5dnRs0@Yt9z<7_
zJTf#@uF4tT&7KHf0_Z-Wk*LN+$WIBW%ulsbm7mZmm9T=J(tAu8ZLge)j_D>GTmgJ8
zFE5tcL2>dr^l5xey#tC;Oz((K6w^DVs?74_{}FbbfmIbv+j|3qvVjx`H6)=+NeB>n
z3B5x??+|K;AmLV;0#cNw^i?dB*RC`bW5L3!Vn<NKj=`=-v+IlU%{+U~y>o6Zet&K@
zv$M0i&(7@5&h9yftr-uq+(LR1^!ybC;hY8JYfhH+0panI0)$7U0O42*Vclhcr-`|=
z;7idDE%Ib#2C0k_&bcf_!Z}8Y1)NJ96bGEE4V)>r2o~<U^^W$b=J|w!`IE-FS4w<0
zTlo68oNWidcZr4XLLrf#+3lVr8wPym5{8WL<ID<tpWqbmeIgpZ-Isd4jllOk&t{$b
z9Nn9IYnkUGbxc-@3GtMqU_v~WV(yW>A#(_ROHSt%p4sZG%;UjIlH6$g4>VRI{d1#c
z<d5>-sk^Q6)YCie&Z?$lSu@eSYz8_xWJ-lq>Qc|)#8j`V>#X+lP5FV_AP4qUN2B=8
z;J($KPgN?Hw5L1xh({w!){!h23n|O)4*Zw4%!;vS$0>|OySm0bl)8>WM@c2tc;0Xh
z36`fSYdv`?S60g?#tjk_de6!3b{%v{UGK!=dFwn)%BX1~*95O7*R?`}^JP{zG&s4g
z2@Nil*%)QYSw7plxj5q{Z|@jA`yWr7B4J^m5G8aphu61B)Kh*!t}h++(^Q9*2VWXn
zuQ0P^%+2?CW-r)kM(S=7Xis_T%UM}BZ!H{7uYNAvMVU@Zoy7Ia0qrjvgb0_U0AbUh
z+~j@CiecH$DGbYgGb~CDi}4vg(-hot%=8$PyKeW)QLo8LF%P{gDc%3{TZV98ji+33
z-5s97GU^k_!SKd>U=PgqGAleVA6NtPyUfPGd{DReVh3-7GKxe*42Nt8dVk6qju*^u
zxM>b=e4nSGyIQIqa-XL`W{uQHj8CypiSZFx3ow=xQA=)eBa&t?Zp<lQ+&DGLG>^00
zv<E!1qG0^y1D+u&hs)b035+`nN-;&m^IdAVAQ^2Rnrdl#zRU`PIyBX2`#hNqP$?(=
zU2nRc@{nh&zW4|!JIM++ft5W`HUa$}qVoct6jwWXsk>)JYG^82U&*NY_4B6B@LHO_
zAyp^r_0-DTNK&0jJ%sC#fOn7;GvJAm60SHe`5xwkPVeLt@ZNb<yg%AULGsc%O@44W
zed~S#{V7>7W}7Dj1;K$$W~taWnW73cNBC+L=M40=aH%&1pBaf)?UDFMW`#%MRcj=^
zmDw1HS5u2G4ffJAz9b@I036NX+2*Jjfc+Q%R_-H*JSpz7X}aW)r%q=1v`DOvvPg;b
zL0Jc|mK0!(I`Wc}NtnU9I;Vhj^|UCujbNMfpdp3)e(XdWgv2xqiD_6$%%$398hY$0
z&qn9g1s6(hewzHyu3X+W5v<gGBn4P@O*31Ujv@yq9-DOhKyO8T@3Wr4YP`rayA}sK
z<2)|S>{{kaR_t2lQrr1VaCVy6wL~k5UCTr&YIZG>#VqF8X=c~LJZ53Ihg1Boy=&pL
z({9EwiyX^#Ot1k7?^^yN$q~Djy_9EmE&C-Gyx~XEgg5*&J@S)3Kf4lh!C9M_7G={C
ztB3s8bD#S^Y1Yo=O=g!(+$C#4lxoIHo>4CKuB2oCa{MJ<1%3Wyve=JhUU(DpX`0!@
zyqjh=F%A*f#Oyp;wIQGXdTMR`e;V=gQO`Fn^^2n-It)qqnJH+08RMZl+K*$+mi_(7
z`gkho(jz~4;`H-3j!n=xGq-ot`|t5qQx5)vyjKdm;aQ@pr;Cxo?4Bek@Z>9}o4pcr
z0(+&pI{jTwUF?<I&C~TOZ+Ti|W>Pt)S~O%y67zT|8s2;x2gTvdcTG2&qa4Wsb?BTf
z)L}rn*&H=zHd`Oyytknj0r2K1OA3I)DBFQ4p<%jl-mha;%;Ix6g_&gz<?&Hx*fZHh
z>KOFQ(9fUn?2LlzS0_D9_0X9CvhJCInQE1+9tba&6d=6BAnYbp{`91$oqI>RuJ*pC
zZRXv?>BMvkmz9{_D1`yjJr0Tk(?=~#_emCD`mn_GDGSpb%;vy!kA>+@DFB$tb^y~Y
z22-89&oev<cmwkM)pYZZJ;6AsnY6Oe<I?O$Pt`Yk>`Bxchxyy+O`mw~P`}73G09$*
z6il+eq?<|hqR5FRk{)Xt=^w5V>QVpfX^Mv?$x)D}+xU8BXA~`ic1CyUH$L|?GCL#5
zg2_~mJ>;309I~3iY_1O5qAvCHBPE_eDe+8^qj^p=T+?V;+oImGq1YDv$c(aN56OZN
zk+Lu%)E8`vCNL|sd?Kfy<rC{gZi{$W2!J2c^@(x*LVe{+Pho_z^Tn8bUwKBVfUFxT
z?va#vS%J-FkvmYhy?k-%H=eXIYK`RJ!HZc{&+-_x%nJJ{tLhn#@jjW2VW%AIkM<qm
z{n3sK<T8@5@X%s^B%6eut)wpV{%9@@G3}4o`0lyrNq4_gPanDHNy|J+BAmvzl7&jp
z=gC^&kV}fFB{%sbvjX(@IR(()H=sMM0}lCZKY3O;(Z;4{%+GXR?7XZLX#XH6#q=EJ
z+hvrizUV*T{o97Oip&bb`?m#eip&PQf7dG}c)yBKBq9P-Su?tO*#h<JFsO5{c$&I9
z)z^1i@m!nPm83gCz05)-sNc$30IH;jT5^*Iaa#fEU`_$l!S$oe*PGe~=I8}3@9Zd`
zHgtQ3tC@~o(^R0QN{Y+1xTBesKEIw`{7|DqfQ~g|ybq~`k_$Nd>sxAkv&;(P?5}Us
zc$>@y&XhwNpPLm)h=5tP1pxS{ldQWF>xXoAOsqG}{dj%7DAt>r`6P*O!t7(A66VRW
z7QieiqL$p`mzfnXzrrcN{7N*K@#xiUv;7rxUIp)UPOQ!IR~5Zu)M;5W6!>F7DW>za
zA6@E_Aenv4IUCq3GAj)1ISbgh1_C|+d#-+Q_sYDFArTSC%9_#VA1!3xH^|0X)3^S+
zg13gA67MbRZq`80iua~xW>7s&jDKYD65|hKeZW{!M18r*ow?P(xC^I%ahC>BRGBw5
ziPFJ_m~ndkHctvYwbe3tKuFTSkfed7B-#6#u1VhQ&V3DLnuq(-<E)LUdKakaEW}<U
zvF^^16b6{i|4)4C85B1~WLSGt+S|nG&dFq9%SEQy+c?;Hty$K<>}|AU#olHMwV(Gk
zw>2<(n`lL`w^>0&&E7_`n7z&T24-)=JZ2q!nN$3)y|>}Cb4-^piyYI5OtA65-sa*n
znN_##>J_hB{^M(;cP;ccQm;#<gvP$b?)MsOPxm)b@5>B$UMCs|Z}#&B#+yaM;CZcR
zpl_|?{mu0{L!6~|6_=@;aw)P+N2Sy=Dc+#^LsD=nC;r|x**t}Lm4h2whi6i~TbyL<
z5H_cIm#R7qMSo$fH6(@oS67n0RL(mi7QoVTp|_=Z8|#vKWGh(>byhceKJl-5-jvKX
zRL%)*Q<fybttLgoo9*DBIK0`O4b2Xrw`2jP-5Ux_hthX&`JF;p%w}VX9YTkOW{1#L
z3V`n<+X4G(+7LU0YDLTnGo8;VnCX0d<`TU>FT6oGN<+#Ugeu?p%j)kMdp9_+Ev73s
z%Ux=ntQ2;&MN%+vt)nm6@mr>D7CFVPX5I=e^`IabbCOJG^8*cy?;0%wQT=;cc$*sE
zRkFZXT+1<}$<~lk4EQas5Z>!aYf$gX@ODmlfXQ+QS2`LNa$!G}WVo;^B1?WGSuhMz
zmfa<GVXOVjtQdx0IE7*O1;daehXG|)kTUSqzM<#56?93Kx5zOX8q?j@R^G8Ht`Ui{
zEt@qxu7aS%>LVX5=&vu<^^Pnq)5cp+Mx}{dvqaTtWUc)fGAq19)oEnb{?0NRBVDJF
z6-g!$;YPr5bu@yf$=Z#~;$Nl_7XOghZEEGMWlq?}HDa@?pE;3)IW4X>i<iSyPS%Gd
zN>TuzsV_JAI%Wmvb2tUi=TKXmyJJ#*xUe_=La#5V*xftN2{%0l-$6g$-8)jPk~L#u
zSuQC#PkZmy6S~uw+1^%l4he5ow@WStFJ`L^`~5O24Et6K_9tXEV5gjjSTo6rz+bis
zcx<uoUt;ig(-eK;Fg^UvjV*6X<XsFvlFsPst&;gZiFA&_7Oq5&!i}<4jDn<yT62@X
zWLAvASDeBqe09}PINQ&=*f{|9@;*WREi1(U{3$7XdQwd5_e7V9Z!ACo<f^fy>2+mR
z7;@FvXnJ#*4aikvE2vB&B9NBVqtBHZ8%_VkAYCam8`1Mu)UxVE+Xpl@i%g4LZ$jo^
zlIjGz64xWa{!R80U`vXqI5&Abmj&1pI0djLP@_tzJiIdL8bHi4edY^~dCAD^kfg$p
zq{32?Y_IH>Vcy%FURhSq*Fm2c?p>``aCv*0!osmmQULOb#%AGIDs$+?2H1zk>5P0b
ztA9p%2diC@fps8B7C|R=61@E8)+Z$^yt2or{p^+PYizu-Xhq?b?V+N^E0Zk7D_caG
z!uMpD#~9C-oZ^3NuZ+{qG2O{5a!i*n!3G6hS=({s27M>Vh&Z47Yh0Y(P~d5<<HviO
zxqoV`yNvf{s$V1{`w*^++v|8cnTs<2G=>L}fQG??Kx6Av&<TCgs_I=Icw6Y5Yv>&2
z$qC*A?(Z5~G3WRu5smy>R)U!GhZDWkUHVF<x1yV_R7HfFQ@Om|r*ODAy@?4oS8t;I
zcX@||N+Z&IVOn4Vn+C?XigMHlSC5WUWA!8XUY|41o)s$VIX7*upchT`_EbY;{g@vH
zND59@Q56>{{%o3;!aDhqgH_QrQRnsYwpH_FMtGi>*u=~eH^^+L@Wduo)M28`!s(xE
z22^x{p5Mot;_ltV?1uL=))TJxHgw<FM6bBs+aU8ElHk;z2`p3UPhVLH&k2c=A}R^L
z7~@ecg1KQYr!Y6{Z4x;*eBGEX5YZdfrGnaKg=45^LSmi`iFvk^7<*!vINy7hb7H{A
z#V@Cm!#m#eR?<T}v}ZfXl5EYv6!EE~0N;~M%oK54=GbwLX*z!U_Og1GkKCe5k^xhM
zEP}pVY+|N}*lR_-m?C1XHB-cuCT5C=Ruogj&s2+<A|#8MBHkn=;VFW7%oNdvE8>6c
zDT33^A->4Wa){q%f(;6$h&>BvH`GD4nWl&v-94|>yBB(!sopZj>?^L7`-*GLtbn#)
zRzUk`R&YJHwze+G_tw+5d1+QiT<m?!-QikmR>)_mvR!RuHR(&dCGKry^~DjrtLn-(
zct2DHG8;R&8=J6=kN3vwCl`AwD@S?Q_`s#KZ*!1IN&4&5W!`~my%YzdzC}{H_vKhE
z%O>s$#T%A;Q_HBGl7p2e=FV%a<$tft3Y+zv*BY~aR%S!(C@1nR3keGk3|wB>Bq-Pp
zQX`6YxmM`BvEJ!1H1zt`_vk?pZe)3EN<N|%E%T8V)_*;D0iTjcr#kH5N+j&7WUcT5
zBt_JkoBRW_!qU%j3YLDBTIBQs+EULrHY4@SSO;b&#Af~oN%}J+>CaM<Y-5kV&3jK2
zWB=(k?^>1ERDcE(uO%tKI<cuS@yasCMB~TP3(o3p_Kw$c##?I-ul<q{P0wg*47<0K
z0K@Ly)EIV`rpB<N6@_7EQBh;qlEoNyg{H=^na3Emhg1BoZP=W4j${V2$dRnX1czZq
ziO2*c6CyIpn<65!LT13qmo^nvzM-j!9-v{c@~oyDkr|@z={5ra70i|87|rtK&Dm_Q
zsb%XsBb(}zmB9n}>JIM)m%3llBiw*}GB4}~9H55r)!F--!VPeWfG;qwYj$J<t#`pY
znt>_f+IzfrDhC-6pb9&^E7WJQ0hlsAk`$a^o@{ECUIHg`w>R7UQ&WBHQ*U*B!)^-v
z{7UT3F+9rx<QSfk5)t_M%RzAje#$g6fuC~C#K2?d+|9($#WyoU_Y+I9hYo?Czc4_9
z)bFwmjyNRBcEAG8>hANrdC6H^6{dhzoWc~)s#)X|;3Lhs-}{vlNSb>$tAVnqm;MUo
zSCRzGx+U*>6ZOsqy>rzhnTPpyTr+FFog=ft^X<51X1-k{voQxy&c=snF(V0KBf%uw
zS5VN^vD6<vROrzxG?p~U*5)?Fnw{3|%`mE6%g)N5J2!u;eLe6_lH?rUu`FATZ!b}q
z#%wDoqWawAhnN*mKg=mW{ctp>5oS29YL(HC@1-ENLwl!q&4CS!GgjyBrxmT}9bX&W
zWxsc~dRevxljmEK0^nY5W+u-UWzJQ^mNVzcXCx~;C0Q7qEFo<9rfswg#N<{!?#(bU
zImu$C%V*5MBxAb7TSv+^Cxo#6#WgnuxAF-J%9U_KB>c}gS{4e*Rpa9J%!#1f;mDGS
zk_ACIDa-B?&Xt=pD+aCwr!a6Wn!`p!RE~#<f>?*iQaLL3LNRUA97AVEh$`vTPkDQ&
zKC%IreR@a=g^4b!v62FV8QI)2m{~F_Y%n968-wx7Y>YeQy!foQmLdsZY+x|5Ui4uE
zb&d_DOY@MyP#~zjdke-QxpQGZl3^POr=3PJf@_eY)J;|iBaswQWp46+m=##x%PC-e
zufbXbqG>*Yk-Yl6cexW}$F8B8UObhMeoj^oq@Na);`|rAZ<bNV1<3?G-?E`TEwjQ<
zzhy!Fqs#`>loNSwPr@Qlmu&z9Z(6875k`I8o8BhwiY<%<y!ECxJ~OUGB-(GXWQq2Z
zvMQi0DWa;}YPCt4LAws8fHplLvDYi3{x;Za-zM+dq0t2PKt1J{x39|P;<mv7;w(uC
zuLHy#tKWFX`(M>hGC;R`(MyByO^{JCD-3wA7Dl(H%WMEnIXGb^3E^g7OD&s$uJ_b=
z_tBQRd5e&0(^}BjeUk<9vG*vjxr)R%Rk|k&mLO-yni%9nNeS1KS8WS(LZi2G3K(yV
zg7KN#7R}J>-}l~B3gh;A*eUN6wO3Zj7{@&%D6#sT7l+`6ky#pwkA2`B>QXNX7NgdO
zZIqA6tT4)lEtEf%*+BVl3+uR<L`1;sXbDe)&l;HTH896oGrJyo%A0DI+`j;Llgz(K
zmJ{n|S-Qmfepwx`mK0!(>hh8+W!P9NP62C`5yhLqhDQ3=kV2gEye6z!GbE{2NK&m*
zlI#u5qn}4TY!1IWxit&1?E?#QCrJUktuwGN$7PBfoHpMt-j<vzGR^UrgPoxtnql@f
zGbJnbHuQl}#5E^nn7vK3qS)IEqoQVSBU#L1-894OZJ5U_(OWph|Jr*SPCLhRD6_~h
zZO#N6kgJ_G-!7T3x7m|{z0JKc0}k@84B;T}%P<Zy8U_b>SO)KHKGA6<-pbp5^v1bw
z&#<;KFGjX(o0QF489n_6?>_aaB!>^4TW0#k>Rso&ieGD8Svd-ySg<HrXZ}b>LZ@V5
z_#^L!s<j>wca+4|h0gUBIt5~JQ|Bpm^`{hwx!_kpv5xd|GJXAZ(FJcnsZ4=3=GyX^
z)?8alW`$>g@|k9?Z6dRwrj%27$=gVggzyN$k8m`BH8D2R_z@Q~%w$WWaPv>z2JSwY
z=Iy?BHS@=3_9r<`Wr=0UQdxcyeKStBq`-7dRk_Kdxh!VeF`U8-Fov4p3~6l32%Y5x
zoe-0gcB`7tMQ!E8YBpC=$Ti!{niQw+|IIr~t(18HcbN_DW|<WRcbNt5E}0E*DQD9k
z-Uf;!gj)b`Wed>br53manIUi={ga%u=K*fL%p)YiiR)4pDse58wZK!56j2L(>xNl@
z>v2v2*W*{kl}_jAw)X$L^PS*Ae`!*jpuU$i1L3bF1tEAKocjiSO>}=-|73MpG63d3
zY?v#y6ljHE{=<T~hRg=cl=I>hf|(>lz$}{q0DiY%E(yWB?Gs-^ciWamg&WQDCuDY@
z3Y<{?&VnV>U&xvOwWNre=u<b`TtMBAQ-Hc(%P1<0_`94)A%>=Z#NS7T#Ec4w8C6P*
zy@Guj<8vO&71OEObuLxJWo=Wy!nHtBfM!ukv!k3NbEx?JdSk3_sM;XOJl08)5pAYd
zA>ecFi^}_MRR59uShsdkv-v#kPGaM)vgf+JRrC!vB*b&7iF&qFf#Qe)Im>99{7yw*
zM?Lgg6BdNrcfxFR9i=0GKOnJm+jRWb-n+`&MwOT)QF53iab`=iBr=a#60gak6#r{4
ziJW$-$a-d$Dl(f1Hq^Kyjh9-NWl<qA#fvmvYF#CZd;@-|b%M;tS{Rol*23CZSPSFO
zBCLhf6n>F)ovMWekxeL@Wvz;(a@?{OY?ozo?Lma%b!JxRZx>EMf4gKwZkPFO3A98M
zv^3l0+Y)>aIzz$~e%q(NU6Y!jQ<Ho<)o9rODB@&Efg+C1GKx4{=8&An^t@`m@yaL3
zP(;ay=6JJ&BCeJEP?*)!4OYaPh%JgD?kQE^o`?b=MO4p};(apA%i5^Zru43nD7fqf
z!b1yChEYe^2cwRIvy3`2k5R{OImQ3l>d0xQI(nH!s$(t_LVCxc6{zEn4su8xf3wx`
z519{j{6(sxyOmK#v<T`*O|jH*Xk-(9wAHax&iAqwsH1Fd2r2%OV*OUs52#}UPC*?T
zw7QBq4yCqo^kz}2@74%)<fj4#r}>tvE-c0dhBZ;Y^N)4bKu1XKF0G6bc93lJ36#yc
zs4YEk^?Y+*d0kY`*Hev?3{Xc|1brCW%DD1Hk`<abhkC%8SkTJ2^3jSyQ6^APqbQOE
zisEXcU2(oS1DM6=$=#gde{DVCv{O&UGK<ucwoI_$xSA)wM>4^af3y`m`F%12>hf?a
zF?&5_)J36TP?rg<a7wZLTHn3yJ*}+i>W#=o?UZ6&O?|JZ6Ow|Hh>J~q)73|k96p5j
zgzDu(h!d^Mqi>GVbO>=)Ick8v-nxZvos*2ChL{ZBVpYDi0I7Qhg~=rWcTKPGV9*gD
zbuhi9uZ26Mwa#tnYo3`#oX#Og=CX1KTv8Yg85%k$jzfmb*5;5QOR_NXt`<74rq6tB
z#@r9-)Y|N$Qkd079|sK$TQl;5R6QvKb|~8d9Zqh|n}FQp3Cs#RoX9EI;Y7-FdgeQ6
z^!bWuzii)HCz$m72TbT&6_k}?DOf5gSPFuzjTL%jjx8e1gtfQIJQ$$lM&q}%Heu~(
z83=3t+L5kC;{_6u#mvKVsW3f&lMMSpSo<li5n=5YTkBJud;?RqFh!1Kk)u(ei1ure
zj2+~>$da!}7L0|IWp@V=?a!GNV^P8>j75nV3lY&~6{jV7UTZTargihpcMb{s`S-i|
zMyfw$-3+DrRZ?*MVq<&X)Z(t)eRsH(YD2Z!a|VxBO!+qUepF_KefjeACHi#wwsI4h
zjgc<jrg(gB-zc{t5n-WbLn_*UuEe&nHl$``++=GH_VcB=`?S$-^z)@=_9qceTZ?6(
za(sRgGOfL+pom&%FUn<s@)%A5<uTNPQW}p~wjSV{7X{t{1AW8Pd@diti{YIsDfDe6
zm_|i?V32RUS}F5@?lK$Q%`z*D?lKGAT{0W!QqGG*d;=6o2)Dp&NCgGmUTT3`(8g>?
z30zmMFLmhi#JIjf&wOve<bnB~qOI%8nzt6%2M9+f-wFCs7A-+96m=QUB}LRu8&zfn
z=*Kw)(2rjg^z(T>uM>2<7Ms@j3VQ!A-w^e^tQm^^wWQ$E0j=v5b&I!mR4A@B!dK3v
zE=vyJ|A&o##cTm%82>*k{A<W;E?J&R@;ll}bmj=(Q|1*ZObRIjhC((8VEk?kMTr@T
zR-qYaeL`p)GJ-Q^&nocQZ;xn8Rf|#5-GeofGCL5_IW)g><#K4gkgYKrTR{=6p^Yu~
z4nxzAQy7|l*-`8P8(ZmDKnyuUW@8%?Gb$uzR4Fm`#<pO5#Ku<Bjnlq*_yiw)wUx`;
zW`%_$C@C<2dD&(mxlZQb#_90|zRG&%EOO@-XEaaJt0wt6s`Zi!ONuOqZmi2TKHVP4
z3ZL#C>ID0AJF<;W7p*9Kx?8EJ@#!RswHM7c&Oh^*rRE(@@xQiH$7$!Nu45KCss&82
zk-3^vcTzIJsXLtwr>;b1z^VH*TR3$;WE-~v4TD>8YqoxVy6<=Q$!yD^yByh|6H+9i
zvW;hwhY-_Nv=dQTTokp3rm}LBgPVqnqO}WrK4%`*viAyn<5XiQ6DD6@QV^S>3aaQn
zg}$3qN0|p>Z`;;d%KFKyu(7voYnHN6G8?)^IY-L+Tj+&ze2I$0goglTE}H>W%5ID0
z%tdeD>F1jfiy^1Sl#UnpYMVnAUt9gqTwjCCAjxu$cs5IyBc3L!gB?qXsE$6&%B-;C
z)trJIucoFr*R>PbCdRsWo^N3ksM{C$Mys8&QieM2PC>E4*t^<O7<=Qf9hLQi^L+*C
zF~MO@wD#G6zbLc9fbX*aKPIyQIORNCl^$y&2@zO3+QDAXUJL8(z}ih3d(h`=;Qq0#
z{=ny}pLu~KI1%2<G9|*d%SwQ-qyS-434K|WS%L6BoC3oCTovI51HK!a2-6g|O;v9v
zIt4vWk`&r>Y}Ta5H>jqP3>9wF&Qjs_GAoQ|qjpAx`^an{N;xMM`I;({;6yZ0R*ufn
zQ(U8cDelVc;4W0MwD+28*3;WQ7Wk|W0ZwnHYc26L%$!B?ocK268YI5)vP#A`QBp*e
z_El%)-saL7BL~*mKDt)9WIq=N<^fItbNXORX|2ZUBqvCSrfD6k(~6Lol_4=JONpV?
zi9U+^qcg;SDd@;j-%@oq7qzEfEKK)F3Xs0LomrUfkU8C!`#w|8ND3Aq$%EED-OemR
z$0aK-Law)T`V`+F*K7R8d{H%8VJt(3sjyjwB#T*wwvvYM)n?`~%h2DP;(zUBh||s?
zeVSS1kZxy!jl<QJA$NPhgk?yz$1+q|W?&hr*j_9{HQJkH2o1wBbhw?l0Xh2?-)^_N
zy|orKWihf<S7fWO7A;xhyGv!s>aZ5&c3ae2A6V;~ph_2MvCcP3<;WrkN<6>LH&ykM
z<Zw`805zC{5;^TnP{L7~-wmG9E!0%&RMAl{Eq^7>mLNdU_EvI*0<ua>79L6A2!(rY
zd*j#>OnDo9P2KC->l-%uuFbraIGqEzGSm*2xj8yd3PXfqi-Y2bP~1)Z<JX7olq?v(
zJLUL2WR2fCX0yi+(TOb>x<P8A6o4JEYzGWsWqT8yc!ODC{cmy#*8e8uIoGr+?M!sS
zv(2~Ci6m~g?0RPhy=Zlrr<MMEyKlStT2_xhVZ6s@9*E&U;n(er0iTg<VL7RH&;sf1
zK#j2t0H!Rt(F0cp6QYQgfe=Ofo%B`(geWA7G1E`XkS4=S5u#|sH6lcj(LtZT)7LM>
z#T2Rkr)7h2P=R+`wv}x~h~hJ5lqFkB77U1#Wp@W5iowi^0U5$63<%wC;Q<jL3f6C0
zoIfMI;IM7>PTzITalxGW)lS+&&ysaBlyTDp#XQzuoU_|E+NBnW4C7)1I#>(hEix;-
zAO<>^1#!E~#xx!1P+a?7Uz|&ki11LtpL5jD-Jl3F?%hqIA>}u>kfEjCPfO$z9dy_G
zeRVR6NrcnT{47)=JVn+5Cqq&ImZ>E-`4wgb!bdp;gpV48#Z@~}d4wm*Kj@ns1=>Ro
z(h1+^vQj|%iJ(~T5Z$%bH%U)8zN5UZ^DqTUe-a!9<MTGg*K`y}g)u&FVO&{e17pf*
z_NXsck%S0{9qnL<&sh+kG7zVQ6o0+y)qmK)Hmx({D;1k})EoEuYG-Crl}_N#aa9ud
z4`tl|UQz(OsXI5h3wHp(cjXj-@7giSTm#_8?)S}&0(`{-6m}c!fP&*f!zBgVR8r|!
zU3Ad*fhv@F3|!32j+R<4kXd2KXLdAdy;^1ia>{x0ao-k25+Wd%EkL(tP}lf2>5z`l
z>gHj{D_f8|BN6wK$o1t+mI*^VKolqZGq_p_f39o?;FlE9j@;x!%nJCQ<P_k4G8+8s
z=p{-Q1Y(|s+lr@NUJ6NiIV9=jQj*x$n;4v-`#(i$U-~8SHJ+w3rO&v$J<r48`&v>M
za{AiE!7UV?&sprN9ruyQHJ_p6S740MOTVUY#Kiy7Pse9{-PK=$&D<7q6l8<=v!n3@
z<2#8KARM7OnQ%n;P9_`?ttkA!%T$Z;10{=DU`~<-u^-4hW?AXN74g5eAINFv=>Eyf
za&%8I!G`B*eqawr5BS|AgF3+v93nH|M-1pB{J=4tj30=G!H>Ay(fEO{9r69g-J_G`
z2Ntpz*{W_*F8sjH{_A^PPrTb&<oPA>^pZuNS|}OA{@h}!nEko=o$z^{P(eK8!k@`>
zj%j7(s1U)7^rOBtPBL7&3rBs6)Pu5CxODeQ3S7FKoy<x@Jyx&#n!BItq&vRuYnJ&U
zaXQE3NiHjUzgr4}OZSR{;&AES=>(TfKldMl4MyQ@ISQXxqwpLHu}1;k+$$J>LF&I!
zJe&vF1lZ=2q_TY0beUOU;(v1rCjK|&IlZ}VR6n0JWgYX~5+|_@-=&2`RnSx3@qMbQ
zcP3G`62eAPB?Z%B_0I6=;*vy8G->qWeST428^LDm(@~J^vvp_V-bKrRd-u_MzJ|uV
zlPt#i;;1m6K*9Rp-i_fJ;oeQ@te-yV8<5hPDRN-r9gPZ|Kov+b+`B4~C1*$$jF6Ot
z5u)zEy<5tx7@=jH!U!$v9O>Tipb!RCI_upZ_>Maj9iH8x4}Bxl9kN;|`Zhr+rqhu&
zG3rr4GXBPcovp?18JQJc{2uIV7QfeIHb$9p=*Ved@uMI6j=O5E+PZw}4O^R-jSdM7
zD+#<j*%tKX0qQ2Nha1h{xXJcbpYf%-zv-+WIOD6E`8|nn+TH^!R1VQ*SqoM>NfEW=
zCjZW?0QwJ30q8#r(89|jQ-HJK{gRvwX$s~wG7Y}+<*9@&qHBOTPEz1((E9U?Y9PrB
zSWH?M3+h%fD-3m77Xx*U%m&ny^W3*|Fh&xbxF*WV(c@IT{AY5O%Xfj!$67kC)4%dn
z9S)73L^9Tw?>(Gdi|p2=&Y|)t+lhNBS1NI@C|kj}CrV1V6-{-~==P11=P^65FX9xi
zFX|Fy8lu<u(OZ?y`ii1p|I%6CX!-z(wWhF-w@S9cezM)nRK+dM`D(k=U6KPMaJxMM
z56i6Z2;6Rsz*90CBS1NCT_Ep~BsfN3q|^s=U7G<|7BK)Xp7kZ0aP+Az`tT(>X8njn
zIg!>ZTq1pwtPMy@O1L@;>2H}GNPovEApKo5q!GN6?gT`U6NKR1uOTtNg~a?;N{oH9
zwCR_~J8Qc=w7I(RSGqe?rK>;-i$!%w0kT!PngBp0nS-$G3-R>I<J=ql<@K|_`zEU9
zl7THRNftp5nsqg9To1{5!tc#<bv0gG$F9bUi&hd|Tn3diUYukx>qxn-#*1SfvwF<q
z6#r{`ah!IJX)|V#V_KdG_5yk}FU}{K5Y4->E4;X6G6Vj@lCHvwTiexmacCI)hm5Yq
ziwk~xz2!;SuvT{ax>`=%U6GBPFROu5cgq!DKsP;Q3=na>y*Kzb=#VhwC<3=^w#&cH
zNyci`-tC{NUX>MK8huGpmd~6&fM3Sdk1ME77hFjRQkVN{>Q7_*`RZfI3d26t)tXwr
zlUXqAqSf^2SQ@!>x;OEg%!T%yA_&U*yD1V79u;1(5@ma!T<>ew8Jbz2?`oVy0`~WE
z{uVJ+yT$5Dzx!(Gxhv@sboFkL3h+KlmJ0BqtO`agDWWPnLf<&KAxSlc-H1~#>_*)p
zr_lLbv3zZ>;9ui}{m5!E$YT}!lT<e@ZYy8<v4#1SB;m|l2kN`l`RT0-w-D-cEBObh
zVUl(EON;W{)N?$kHbv%yXVW3w4C>d*Y%b{P#>XR7bzYo5Sq+i7@D(}<3g8$_U1eXP
zZMP8glPde0$E>%Ze|;T2LU9`vbK2fu79^o>FC?2A6p|w9%1yqTSuvO1!zn<1Pc+C~
z@%~Frxb68bS<k!GKSUMFN}=kHOA5U&a5HOpD!%iePbd2OsW&786#S@-^@lPmjP+3q
z>u+Q>G@Np9x<?YiLl2x~Gtl=}ES&d+aelR$KO?40j-}!mTl|Tcu{n`Azrvy=&Ie>&
z@XRDd)RmiDjieczlQ{*PlXIe|HsTO+@`M<A&X|l6aftdMNex1h8kCY`FIyki@NbP0
zhj^@}f0gRO<!vj$vejEs0Be^Vv&ZQma;z9%QEmSrHBQjYrpCd^4*l31vsx8NR&%eF
znvHv{Io7>a!GUg5Q7l&zD8npQQo32L+T@t!ih0a(bvLK@UwgUYw9{n9GK(C_woI_G
zxY}~HM>3g<tvOh(_Q?z^R}bfi<?5*%vs|HJSgt1InC0rqWx5kXK+dsVy0It6TB_cN
zY~W5=1(vFH_5Bmn2}#C!b^VE8Z@sLxe}eUzjM4?$H1s#rgXqCHO{rF@M2f&(@AFXQ
z*2$7X1{S@nM*g63knzO(xkmocDyF-@5;MUSSp}Y`TGq&4Rga(Ouchy~K(BFI)r1zO
zWJfvPN+fo-rrriJD?A+}cGoA?_}f;Jxlmim=+~6a`bj`|Sh3#8ra;FMbY2yIiu<n|
zOuChzM!b7opQO2w*1HgMyX&>h{Pi-2lR&2`C2$o|l`hN9(yTBpK@h@K<|XHINzA=d
zIfXf4YWK)FVP}rU8>z>)@cW#I<7L!UGyEgeVlHoMFAxt(3cZYaGj}FV@A`6kIlcEc
zdcgQr$pFmOcGtNNdz@f~p{88;77s@&hsW5~${b)V8-b3mF<5)Ln_ZiQwT{p5TQ>k+
z>#iSc<xkIilVmwzUc=HQ%syEi{0m75SC^Ok5px3Pk2wXLKaPeocE!Oq{)JAQ;m)<m
z_K#OT%Q_k7xC??}U11^H8=((;O)sF^*VaEpmFpqLhPB$=!_w-iGAj(VyN7|gp3KG&
zQ4StuBMIU0#v<ov2hX~$9>$sY!C>vC8E0<?e}lLjD!N|vndb@Sd#3BudHx!iJ&EK5
z+r{!F*guMH8jnI!0Jf<xH#v{X0_|a(0@}l<G0t!tX*G6da^8g)p7Qxgj>#c0Q$k{<
zloDevbB}iRNBgkR@-F_H)Iu(A8wZxT<&pwm7ZT*p&=<Hx2EJ?bAM-T!)7@yE+%7WB
zQs);GG=5tTv(!B*GBlRD2dU}2)ZN>Im%3qzg266{mF{-RFe{xDZdSS?Y9xo(na8Yj
zA90HRwO2Y$JBM-`v&f<JFu{i7YAfAo$;2z2>pOiV&3~=>L1tj3`=*Cj>3->9Rys5c
zE8Xoq%t}XJGTNY*j`vs8@AUCkcAxHHEp+92Mzrq}S;PEi7SrCiuYb9UV?MjtSm^BU
z5fy~RDo0@~RP;fi4NfwG=I#OhB`QnG#I)H$QV=w6(o<)ZcxI4xrw{UHxcks6B?kFh
zWcDXUC(zxvs06yHl!ci25C_E(Gau8_T!R=VS%B}To&w+LJq^Bnn9ar)f%73f8PGv$
zpcH_xtZWB#ty@nMIA6uAu+-I@f~BseJg238LgUMUbNbfJ`Z$R%ouXTxxuI~>cz-25
z<;U#_{H>d})h^ixnB0Ss0+ZWCNYZP;<L(kUR~2b}>*hJZ%O;qgC<y4=;hrXf?vTp!
zA!Sem{l6x7E_01-Z8yVQjg=3v^D`_Nk;LzN>eHkBgHjGNMGo*CqH^(_n@f@mf9m$g
zlIJB021&}YJA&AG`Ce2j2B`w4Fh~`8VUWbt2p$*e<n2BAJ2xjI^nJYlR#lG++vWpR
zuPZ6I+D?O*$Ua$6Wy?Gst(dG{)|%B*W`)<RtX^i#%9Gh#vOJYEm)hq~^fz(F&p9j9
zC@f>LQRq=i>MHMvYxc6u@Rlk5boabo`jILAv`h~RFFanJUhVE(d<{d;l4Z(Ksx2$Q
zCQVXACArDVm=#zr=M=DBZm<^Nb212giDmgz|7<7Ha1=78(OJ(9St;P&E-508%Z77&
zsvlliEwe4&D_Md5LpJ))%B(Q@4_WBHF0)}}l!I+CNr-@2HV7y@XhFRx1oh5Y{xtWu
zz4Vb;{?yDLNP-jU2U(_sdW)<CP)mxaBscjFW(CxLatcuY84YUtYb-t|)bM@#75c}h
z#NMK3fV#4z!1u-UbbniaJr1l@(qCNXAEnRt@`tWx#iaMP)VsAT8wNPNw^8rzG8+I>
z4n@|gvCI^Gey%@Gk*o-)WrKi1T5qG(6?)rR{nPdSdhW@+b@Dv&ey5TIC)8;yQ$k%y
zRsyIcMO2cTT*Rz^dOoKB^?YhTsc9Y#nRE{zhI|@0WH*MyEDecST1t%Vke!?Fk9fqJ
z!bPvD+qtMc4Pjx}B`HAk_TDB^zE$RMq<s5w5h$;!oB93y)gj5mqn{*;p#x74$o%T>
zHzg~avRA43?3BIK+r%HD6@^z;Oht`XCRxnNaT}=ydu7aH7K}eQ#sAt~8K<4&`2@4b
z@!Z4&8<?wkWq(U1#2;e&ApTIHk0=eVp==-FH6-;hUIQ8iuc5eiM7Z3>wzB(gQs{>B
zyVNag$U<cs|B}@s1o71pe|Dv9Rq;)7nu1Go$r67nJ@^LNX^tCf%*&3UA5@Ow@XcPi
zks{{~GG@@NODS@mE4u`<9waHD$T>B9xtb=kFk?>cV;S^(nH4tZ$$gALFO}I)Kgub)
z!rxetgz$)9agq&yW=-k?Gj{c*`_ujzvCsf|BxBQ3`UqBPtiNo`-PDTizihXH=DSFu
zQw=6@9TMXHvQn6}q=-uC1Juk4v)<1snDu^YkkhRH>TL(h%j-6)2`UHN6fxK8HCZQ+
zepymN(Q-n%y0(MmQ`9Gt37CIiWB$F&3S<6(h57F?8<<nh^tJwmiX=o}E}MexpRzE2
z0hqf<k(aHb7<sk67Sf23*XSFG^eL7skv<};0@9Kqs-n+OlQe^LV@?6-#(kq8O)>K8
z8Rh!syQL*>dg=hQqFeptx8Lfo>I9!A#Gxj1p2K2o<HrbemJ|-1+j1&sdhD>~_Kp7D
zYPjUV01PD%a8i*kv%&)~w69V6c`_RVKsm2(^4C`+A>0zgaAZq>$`E~Go}WKbJ%53J
zy23nXKFCg=1m8g6{R`Fn<zhD2!+}uxMw04O{2^SA9F7jMVjhk}NeNd>AE{<e=>1Mk
zVKjD{(Wn&uY|dYLS&@HWlAKl{gcbv=W{-xX><vlTTWU=0)$F%z6h|n1oA2;;+C(1Z
z^7i0iNjoMffcI!$v)B2r$cfcM|LWdBFDvnn)t~LAeQ}5JwUYF=xBDBYF9n;4G&l;f
zoBKsyv#9+kS+S`7O1<Dk?NVQ}s6{J^MeS=UY8Exgf<?{s9FOjt0nB37v_}0Hb^6y{
z(>U!M(=V7=j_C_bu#vgin%0a3+e}!~vio68YbP_XrnT-T*0k>Z%$kOVVNLtGuUXT^
z?DXH`Zr0CQ#fGyO*{UW|E>^LEU35k=PLi=`4c+a(M>)8$XpPw8pW!59(fWIjf2g`q
z3SmQzTO=sfm$G;4Ar~~b&Qnt_y4Qa|Z4w;juF{5nmKpDqSs^oaZP4>?^0!rcWiHfg
zLqEOmehPPxfH0<5x*W}5{aN47c%c4%2*uXLNF(fBkuFAO%+2?CW-qY5HUDNmJ>)@u
z&CFvY);Z+sxgrT}P}YoDRZ?Jqrsmw_Pni{V{28ZU$DdKFoa<MUe)`};<TyIU0e~NV
zm=0@yll5Wd{7F!X=}j!kr7H9naA2Y=+uuUCy3Dc>Ztm)D=E;UK7YLW_ujBX8(<&q&
z0%2J%`dOyGLHL|O*iGu$X}`Z_|DIHIeGGwI>P}K0%5mabhO3eIUJ$)Aaac(a_2wpz
z;IhDXB&UGyNNQ6ld=d4obI?C43dpY>^bb?lb9viD0dk?B6mNRW-_)g+3lghwp4-Ow
zHko5%+{}H01@hf8n+p>9-46M4)eSNOS}dzYUzb=I&*%>=ZWPwyO031stLD#=JOFR*
znLkheI?-Oj6-u;c$reDHB}KF#H~B4Q1=??O3TVF_4Q-t7%9#;jzTidGyo~hYkfcvS
zl0GRV$zGYfPe%=W_j`sGtY5giJ#JW;E=vj&`j`G@Wx6PGta&Q;7GEWu^AcT-n0uJq
zjf4S08f!t4qYO_f@dM1F)L61&QK~<{EJ~>Z%%T*nC>Et8Dry!b$zpa|XGvptr^P&G
zRT{x5{?}fWIPDzNcxI7<dQS9IV^ylsX2A$GmicV35<Xlo**$H5KHg?QLp4L@U?IvM
zAQqx|1I$8%wqPMj8lW#_FKDF^^0rZobB`ThElJBGn>0$+U`MT!b?uia6z9l8=z7h{
zKqbBSlN}To&!DG0a*I48)ZJ17O!N*(q3fD>KVKQW_^IRs_tpV07dJKZ{80*OKQ=(u
zeU*aRhp3Dby+>GzL~pwkOXy`3KlrMDs9QZF=~zDTZ2rbsfn@6(x>$11x?8n))N6r<
z-0F2nN4WGgrl8WY=ALcoqB+O>-Wc`4zZ9(yy(qmU{GGsY^>t*)y5UMImo6Er=N~Iy
zU2lBPzs7xefSz<B&{+KwDIzH>BHoDjYk)rSfxo-^cfxyau&Tat(%;;jG*B148^~1E
z1`37aev9%6rhLLcXZiDOvdihzQxqv`I#92EFVIXi{}&+^?oA?uTz@i<qk8^Jxg=A0
zw{SU%(`V`9%VMjGCR$zmd4Q()bvr#}S((_BQUF8_Ts8gqhyD-Mw8+{;$!ew1*YMIh
zf9&6*=Ko8{>Q^h7t9vHv3oYq|kf&z{D(E4z1F34M6ohZ8{hg8*M^|s@n`*~r2b#Fo
z4Ag(k4m4NmBqOZ<=7GZcw+%Gb{}^k7ZT%ZR^G|Uv9cT_@oEW@DSS@oUR!o$JgeBk+
z?Rv<cm;5BxhlQk=Q&>of2SzU2qi8-|>Y1q@|J;AGbBf^Ydhx~*e}YS$kWI&=@V2C2
zV^5rgdjF0EGm~T<8ua-<J~6pdpZU_?#2lMQ7BeNkIuJ8SGNxploBYOA;N0Y&f%@gI
z{6kVcXNsId-jJ=pBc&6+_J6F(4I(~!2F672dSuBM$-?I*iBgtnwRSz}=bKV-`oQGW
z2FWR01bEiv6!5G&2zZL~6P{&h0ehW>mLDypZ{BWp!U~u3^dB_yUgW%XvLRSnyGaT!
zt-M2imR!`<BBOZu5B@4HHA0Zg{!TKXCBp}qbF63?7?q~y{MKi0C5suA3@Xe|f`mt9
z0oRC8SvE*lIqx5qGMp)LR9ebL!P$`%yHPlk+Qh8DbTg-b>1KneI42<;g=_iO1^>z@
zU{3B6Q2N+K|628ktQlZFE-Bs1`SJ{u4>-tu19$8FpVFH`zPi0#O<ntE+7i7c8Q`PH
zBIv`b7O>GW0PNXcD1L({s3nU5c26l_f8-hg>@S1#>%aPYrM$`%3GBVHQ2<s_>_!3D
zvV(14%W(?8mKz+!_yO$wzxx+O0e1Qyv_Vbf^0qO-_G=4DF}>HOrb}fD60Rw@=pCHz
z`?GYew`y${y)>QE%T_l{Pm+bv;ueF=<WT0aKi!}uSqxgqgCo^&JXZ*`rVZ95m;E^@
zEtn$Fsv+A1_iWDJ<jY<s$;)3}Q&-pchrUGamE<#ri*j^Yx7dpA>jvxF|Dh`zj#7Bi
zF69bsxeH{egi}R})n-Y_`k`n*h1-ZiGXnLqd)+|xw(kPhsRtwzDl2&<siONogLV3c
zMYYv`WcKd!fobYlNudG*Tu&KH({$C&b)Mtg{2Q*h=9a=`bl<FS8vk!EA@h$EC9&j7
zUlrAIO78x@qQ<2tNqTz>`4o;OoQMewaP8s>+v|;^6DzuI)0aM@bo`a76=T*9j@5bB
z)gNC;HW3~Fi74TY>&;~Y<5amJ)HGY0Xlm}Ik8esU=Z+bomw!3GyX&V2!3RHUG*#7?
zWgt0?C`R(7=NGos@psZ3{Z4EkOSPA*^vGl%_wm6x>(7NPbndT#L{%D?Hbacpk@I=k
zita4a3U}HNed)EL?ymKwHOJ!<D>_FS=UY<0?B>u3bN!e?sxy66QRC#}3<+kp>$qJo
z!s~`aH^LcuU>;p$98@U~jFX<ab&+9NiGP~Dr&0jdBHHNvTLKmJvnp_#S|xjoDQ|<M
zU~9H&h}oJg7dg@7T6ZJ%2sX2*I0`cIyN8%XC0Yi}eRt^z+o^%qsX(IHf=NDO(u+xg
zb7eWo)xxBY4bg8V1O}z-W{NcF8yzhRJ!5!ElCj?35Lxm)$%1<lQWl1f`h=<T9J6B7
z&T|T*cHWFy>2>~wA!eOVt`=C}oI&x0;`gcrrl{DVB*xZxo<ZYc1jV}RNAA;bT~v)w
zORXJ<)l0MMOiyyKG3?cbnz{128i6!3S4tKG>_4S|ZO*j;*fv9TpPGTLDb<)FfxSjF
zNbjy0Sfe^i3btX#XBA{~ka=3DnQ^Lv<Vt@x=vR4?0%ILQ6w~%I2@AHVsgfZ)156%@
z8NfYcC~Plg;LunN>t8DQA#h1ZAWf*t)K<wrHc#g`9cuPaZI~=4!7>|(qI2u@sjWB_
z8j&Nn2YaYT92A~7_6+5TBZ?gN#-Z$wcQP~A2CLmmOuO9!hw6li^Se8d!F(Yxwh=M&
z1yzOlVh=Y0ns=I0(7e+_qt6%9_4>;-%IkXd0|idKgMWFfe&A;HyX+IDhAWbSsp0pb
z=7{`fnS)CuW~A!}%IWr3YV=T5a|L9q#EG&9`jezxRRbyR^Fv|T924l=IFROUlB*{*
z4y0x_BMHu!KoZN8YIsq$0!w!1u61(tKV<^AU;#Cx&%HjPS~yz6de>W0pe8+tLVA~!
zi*;9bZ5n8=MoF%)@(s^5%TEt|DK3zur`%E}A*NfdrGQ>p29k@Mk~bzM#p-{~)UK*;
z?NO(zx<&Ha`q)wr?pY^QHQ_v|l<t+e*0y(4_ew6S8Aah{(33x=N!vOmID3uop9CyC
z1`Wy<Zl{X$roFWqCv(au)nQISsSXn+&giY}V*ijC@H+JgZ#Mn=FilL4whRnZ@3Rm&
znW+<!Lf60kR^Leqt69uf1SZZCf0J3^5bjsGCQe=^PfDkfZpyjXI*_7BLbzU>C(3%!
z_b-k9y_F07i?#MF`kt17>N+huP}W^9PdCmEq-8dwTAZ5rB}<o@cuZEuu6ClNgsZb2
zByG*@hUK>56hLm17X@Ux@AbYDU)x@lPU%b&|8wmqs500A0~wp@FDYUBoLpO%(=|E-
z#;Pfj0hmw7voOD2W`!}IkY_MoBC|0mP!2FB2~NzDWHSK5c<LnIs_T^(GWrUg$>?|F
z>1LhD=<g;GPN>JTPziM(SqpYGk|Ju!O@4$~0rR7r0?dy_gBiP;jO!ODedu@csw%db
zmY}Dc-qBd+b`8{V;*V=xxwAbL^$R(H%KGdp{WElKx4?LHRJIEnpZ`jVqns~E=Aq3e
z^Q@pp_ds2<R!bJMRv$K~iS6}St^#ZI&w2Wp9)XT2Cz&GgdO@}#p=aO;^*>30|MPrg
zp+6)G{2wXCZZQ0x#9=nbNt^=6NyDJarTw4h^Njy<ckjTBPF$hav^6hO%~_0N%4i}e
z#q{p7YOW+nLUTF}Gx*UiTIu-yWW(4>OFjc){b5kO2H_Y*9*YNvV=1-1;xPa9vt|tR
z`+WI&_Xtnhl#ZM)A#EtyV<P!2{tm2E`I3yqNBvGO_QlG0x^JNB_LxQG)FjEYeAfb>
z3P=hT3@=e=DWWdXer3G6Su%uIp_Rjo3*;p>+J3l;hUxhUOS(tYKyMdHlI^u6W9$yF
zWEjXnPGRg0nz3`nQ|!x-74!!~X+tV^92z$wZ_W*jQE$kG!UT>=O4tPMPS+Lm<vf~)
zK9dZXhdvr+%|mBpR(KxzXqcIY{*>96hbRa05J?Ct5YF#pGXTJc)JdL)ju>TN=i}Un
zKs|T$;W}YtAU(6z@W^@SLl!EP;3ZiL<{?QDwd5u@A!!EYYdHm&uN@v`y2m0d&xs%=
zo&&VzjIM1+QoE3(cBLfQXLR3<4mdxz#BZhUpkEmisH1m2?I~2bEW|c7xO`(I1*ql@
zH@m?>A}3aF$`3rC|2Hl$Sj`o5v;A{$vLeqJZjR?xNLC!rEv2^eosq@E&GB5cqBx$L
zM@7xvP_h_{?mOHZ&oPg&;{%-Hf9>NrPCM6?Im{x*vp*ATEZ|H=`40La$%IQIFAT?}
zks~q#(fa3xi)j6u!%egv4TD2BZ#ch<`V&n{NoCz~YM`?F&~WRR?z70IJtl?YOya=Q
zz>n%HNw$x^9#Rf&9O_+}9(ce>#(Cb^8G$=h`4OVq_-2SCM4aDU8E%$sYJ7S@pp!dg
zgq~Co=$M&CWt{LPvlI!hONvG8J=*C=LkAZ<sG=iIM>0p4(~&I62)tX25O{YQVen32
zHXCo8jx-!$PDkoV0a)Q=3t@N3BY2XaZ;CK0X32@1g85FQJf}<i7>zeSuF`96;87>o
zSlZfLA9z>=WTmjT8zlwy78qgd%_DLsWLC3t2Yp~wV3tljv!kxQt0*u}Z4n&C@*HK@
z@-~k!ftP3*2s+>Ap|=lXrIakjuI5r<j=8|DaK=*1HDaZFVT9J+Ktal8rpR%gCmV%n
zQBr^_H43ZGab^XsCpZOMPej8N?%9jy7FO2x`vaaR;7$kxW~d)z%~*ZDkres>^JaZu
zZlH?Z*z(~@`uWAQRYllDa-n^Hj4-am-wOf_3^tO*U~{GvHdRL2*i;{>KV2B;k@5#u
zFR}Sjwg+L8R4!ysIxykyhRn=118p}`sXCI2!zOz1aI?jQyO2fMG}hE?ikPggyREf#
zEjskNsNS-C*n#LV(l`)VBTWn?W2Ci(ohtcJ#pF;Gh@k`}gS}_%p{g_4wl)qVm+=zC
z#85aD>M3F<w>l^sLs>P_#867faeGIK7)p`V?#ZUz?u?NphT?z;F%${7jgg6=P*sSb
ztl~yM2aj+HI(TGcG~15%&(Ke=2&{LiU*5{VUiGo;2{iANq|n*hUAkySpsa4Wh9a^T
ze(}`M%hEhK>YU_)^Yc9o0XDw>lUZTs=lhY`<@L3#G)jPpS%Wg*`;dSz%<z3=Q-HyD
z)IIinPK*pq<~7y?GTe<v>3(YhEi#*uaOY(H9SfC;{GO}@MlLC$mfYm_+*APEfl~mu
z!>A|#!^kh+m#TE;x<HW=WxTHF;s$bCu;03QePFU0?!bUIy+b9%E^<?nB%^8hql|s0
z-4>{4>|3%J`|dv~a_(Ee(lPff8>Rogjl!b&Op&k*k`2IC>lR7DR%>8np;eLv3y~CK
zHy9J<PG$v`yEp|bcNr|jR*TnvnhpkzGFz?o*$Wf&zTOm&xw4sDcZYX?mFa+@!{w*9
z(6Q0evMH>`afbxOIs(8V^!ye&L(RP-P+pfDUNAk$!N!%p3WyQcw?14YSq#JnN<n;@
zYXijJjM80npkK<XOpy>jCK@ERUgsql^JwJ_Q>=N^Zfj+AR&rtQ6*HRT+w(7Gx@(AH
zI)J@bRms3p=k{JrV_l=o#CgqVv-A3Ul-YSX<@3%<HrJMmq3ptPF_c|7g`w;^I*M6f
zOCWtyh?%3$WCzTaU|>knppc|Nr6kdo;NZ~tspYEFp&c%L%`bLQnm(KuRJ!3kfdZpE
z77UQ@uA?vAx4668U8i_c`9<Aal+X#|JtZwhavj6y$6I)P^=q!VVQV2%)_4nFrbi)p
z!Qs3@+*q$tM`!I0G;`D6gydjby>)kB$5MHhou-+og(=ja!g~Dk9siu;pHV6FGoF85
z=ASqCr*B>Q8N@#?@XyQq(=L^MI`hwd{&|9bveW3NBmY!Rr=KMLS;9Zd`Df`5{Ckmq
z=GLPh5C444KR@u##QO9zm4DvnpO5)xd;|KK!aqq3>8A$&Ea#t_`KL@H`l-M_OZaCw
z|NO!~fAY_w#`Lq4e|k5ep8-vl((jv`JkCEWuBD$__@_cs`l-x6C;8_i{^`+-e){sy
zGyL-+|8!|iKRx*83I2JSf10<TpDg~lmwz7OpQah~gRiPz<P^S{U62`j&C)`A;kks8
zh4={Z%$AhGw`K=tQ3{{=Y}1NT9r))8|CDJ>KXduV%Rd+S2j5*QXu}!&Q^G&^KGe)?
zO5uA!b=y)3ACuY6DSYar^3ryc#5X#&atdE`n9J{P$9Die;S^pUKZ)OSjW?H{;uK!6
zJ%nG+i}yaC<P_clypvzNiWkntb*2>FO}dd&cpql@E|kI>9G7v5-e|b=n!<8jDT$ZQ
zJ<ln;hOBKjO5wFw`#6OcH?`rHr{JwWe{l-0Z}D`e6kaa!1E=uri=rNs!aEb1^rRFX
z<loLIJnLPPA2P+m#hW;_6c4{v=uJsHn|T|j@MvG(K9s_PUN3M8j~}(;=NRxD%yXQ=
z(-MBZh>ctI=QxGi-!u4TDefqr<rFTkZXG}=+{Ju#Af<4FDq|4qAFl1}8AK`EGf5sy
zDcqr0%;%Rldi{q}I4eBQM=UtHc?&Ub{^`ZRL4<Y>a|&_F`Wy{Gu<Zz^5OC=`oKo1X
zU*S|4@_w@l=hAN>_8Mn61<(2fyA$wJ`tuBp)%XCXXwlH~->$RNeV)H$a$`MRrO(2_
z`tl@?(!(F1P~jS$Y%p)FpeZ?S(EzntQe0~nj?zV+2C8n^KdY?1^})b7XFgnxvkwI}
zJIVB(ppg%pemLM#hov;^*It$scwUD`n<KHOWDbkaBx01lWpAK^`bg&S!kQ$xG2?zX
z+QdjMNLIv1&eCMgF_LdbBSw-~x~R@y5SXa13?5udm%J3HuXp}0P$9nX6Oy#PoM*<&
z>GP&-Elk$wBNM7BSs2T(>oJ|bFwjcBy>4)Vela=NP-h$rr~zEqEX8%kP>TPxV=0_=
z`iCDfvs|SQF~J@ej-_l{->ZS1@@XJj?|Y1HLe~1Vc8W@8!8Q|aLQZ%rFsDp2BI_#8
z1zM;Uk^y`CYsX-ZpOhR!uSu$auFcJ#ef`$Lc4M&Lk3(az1EE&xWA0uxOszei2t4Ob
zA7cer`m<o!-nz0T1Xw(W0wpR}lJVh`B~J!!RbwQXc0V2Uu6?cw?s3!xe$jUB7+q8x
znBy#s52rj4iIcNl`-*0ggwIwEJUq6DYlhdbm{af?7LS3~khFq@zsoNqU>hJ8=84h9
z0et-Fz&@vf+p+da`oJ@RrE06}548L)Nr9Gc9b=*r8$}N77T+4zfmLp~Zu<C;s+x}d
zx~YSL!$c(<Ww>Pr#u#0HRkA|YU!u;iuD>wG!~>%hJu-3rgi^}>IEgBy?6R~`_I3K;
zEv1#63mawsg;V^mt?Zn3D*FLuk;=1y3AP?1aF}r<5Kw<gGSvInk-#)}%vi(=%Z?R=
zpxdsoSJCY%W1-vC&^G8c+FPdr*+6HVe`ke8I_Do>L;c80fy3@UZ5>bN3S={XlkLGZ
zcyociiEIg6=biq(^eWSr=t@B8GUn=hJ6Q(Xnzo_ptgG{-i<+zRz5k`Cb#*?nsC9LI
zcx1`C;YzKm^RlG8I$t=}T%Dg2DIzH>!n#*pFxFgspD|WkonJoIT%BL>FXgSP^GhSj
zhp*1xKGs~F-|;U(tgG|eBZT1U{K0=IXI-7&8!i{VI$x@b`D4Y^`BJ$OLvsNhSLaVe
z)-KSuuFlJnvHHT-jhk!zLEw=3Mi#~O#buis#a0d1T+_^3UyO~_$1gQ*p-VmtysJ+?
zLLn|%)>*y8Fx4=;zgT@pn@YDXzZlE=uy)&njbjC;CG~TQGpB8A#W-gZH#HoH>1(0R
z_-aR0{o*Hq%l|J&dHqibU4TCF8C@mH7$=Mv`{kyBLWd+y`O7{J6ec-1crxrfPM4n1
zD(YP&flQaRXv;EY9&4bxzZjTP9aEKgZP0M88GGmP<Mie;fsrYlnIdO^#-efNwL!T4
zK24Hg%#9*TPLV8#QAk->ZKxZ(v8}d<S<Mo~DYHar*VBQnVuj*ipsqI>XI7}Mz6xxN
zm}~C$w%1R6O{?fuSv4@;C@Az*lCyzV^u<5@h3a8JH}5{Xf1JMLSv1Hs&RR?a1M1%s
z9r_!;4>Yl%mzCK|NF?;fSuUXeaGaj~L!fWU9;Qg>H;AfD*y8dJfz_%+k}>yoy|@T-
z??S!tdkV4K_G2JUeI~hZYxq}5LD=Faq7b6gBMQ)(Tf-H{QzPtkDST_V+<0?qxSY(!
zt>L<of?LBBG<csbIN{cC8s~~z!yj@RtmR1K)-XxNtzm~`+!~IgSht29WZW8#;R@U9
zwBs`>Y1bi2;m+`dadZF@lRQq1ku5~OM-nC6Z*ysQw&dcN4X)m~W*XUiBiTKYno4Kp
zF)SI^23N~6kh~%!IpWgrosyN@zdr8P<He=nQn<LZshIB!yS9o(tT2smT`*n6y<x{#
zBZe(iC)8Km8>VUz!*0zDg2^4@6in{ecoRzsdxgJ^F;7L5`y;S5im}lnCiB&|vTJN?
z>PtyEzL(!${Ze4IzW7HVPQUPv9siSDXydQrqfBaTY@?FwFe>-y@!Iu2de$qn3#oO7
zn><-KIyiY!6R2mfv8sC0nLrJ__i~_3%CFoyX=f#}x$wnsGoucdwoL(cR?;EOvNO9Y
zl~qm2h45gOq(Cb&h(h{C{X=-Lhhzw;n!DQs6Cli(U;>2ACYS)Bvjz?j$_Cq#5g@#d
zC1X(Ma0-JuXF`-gHA*6!JBT3{8#{)DAu)?WViuJWvwF1AjR#_a568(ZbgWK2oQgHF
zKwl{nd{b>@DK?U3uOKOAuQ0*dD~KG2pvuAO=A{$cVuPL4LBVEi7zD-iW`eb05E*8Q
ze~J2n4Z{R$ju#wu(bCH+?T#NO#?l)GQQ9cx+6fVgX|~5)+S)O2ivJDm7$_aFV_+7k
zr5l)FgLt*=@t=|@ygiPYXm5|pQYs|HY#}CIZ3{8cY>$6onP$$OAh*ZED+gb9|2e_h
z9;dTl+1}q|Q?Nb0wMy^?)kHP`+vDu`;Ek%KB!{=ht*8yWJ#I45s%AY)y?Qmg8$Ld_
zex*cFxjmv#?IBzbEMzFBU?D>%!a}Nsr#)*kOqJ<P|Bb0xzDeP|v^`$mF%$w{Y5Wpv
zI8cM8xIRa}^=K>lO$0>0$8bd>=_eHZW{QY@a~}5JREvpz(_e~ymke}R6$ic_<NZ3q
zG3(fPu~%)tYbw0Gb)16pahj(z%$RE#iH+0|4vEE37xfEYG#jLI+jLFP%k~Bnbn_a)
z>(zR00(!H0B4T23YXpTHrs1{f7pK(>Hg_qRVJ3jXwSs$`WQrAZ(Eq6&yjeXj#AulQ
zQAuIb*Rj9R?wY?Hr=F2{CmMQa;piWntkt8z^7`~=o+N!Pg>3&5$%Vj}EQi7Pc%rfW
zOOh4Af^#(3Z2R9&G`1hDC~SYqj9`zlg`bfCJwK*-s<UkgC7!zOLsZGG;H+T<D~&hJ
zyvDxkPNEe5Yuh)co%a1PGfPD-W`aEgScUMUe|;8Zlkuc~i%I55|4f+!Q*JiN+-AA3
zzj=bY!z7rmLR(<IpG`DR`u~_uFVwSvt?a75ZFjJ}E_%Wpn=+6^%0{KhI!=7NV2v6k
zDOeS8U$LZra2}6SW#uRWyZ^dT@UY64<*;Fx5~|F4Z@Z&pLX+UTNs@wboia%;KfR!h
zp46aPoc`a76XNyc2G!El3Mrg5qUth1u}a2n+n-(Ay?Bz|^!b9UOuzzv0mFuu$s|mj
z=b7!D-0J%2ljnJ+&+udnx85mJcal!ep-18uHVvkxgxhUJEp8BXnJv<nO@j;6U6LHp
z<5;sHy+g9_7OAR~Ww%=|@7#81wa1wkGuIQG!p!xAzT^saO<K*WgD4&YMxF-2geQaB
zwg@h~8i;N6A1#8l-EU6P)iQ!<>TTH+7}e{7VoNO=xVVn{WdotnEDJ)tseQ0k#XJXI
z)pWnipvwG$<T!OdjGz^~IV!3$2p-G~E>ho0as+~vOozXcEZAg9S$4AzmMqMz_7AfH
zz$=^rfLHz>0L!)dHvnI2MF1vG)?c?G0BcMpp|+ty2dfH7Xe>9am|fdlWipg73W6gd
z5UkOL5Ntt$u7+To!68A^We{B6COAR0lH>>ktC*6Rk_8A#SvG>ZvxB+G{h1XA4&W3J
z95C5LlCP?RPqqCw2p6>@2=gav-7c7>E5!#Zx@iGo^y*9&?XuCcCZ`0wyqhb@J?<(f
z)^i(st)|~-Pv|WmL03c1ioZ<|bs6+pcOa+a21$-U&kCL`k}N<^$_k;^Vo`4LR%Qiy
z+c*XEw*7zTt?v}v9x<hIlw)RRYTiCsH)9s}u%N{1oV$CH7v4Wuq<0S0i8`l8FjklR
zH#j}X!N&8&;mKy_MQdJ9o!u?iLaPT_R8x}Ac((UV<|VHnIW%V$zQ<K!kM+r9o+O8-
z9A=7KL>>^W(wlOE_o*)>1&hd}PUC57CEFUON+cInlIwc}UsFFxGDhVRQ&6L|k~m6Y
zQ&w&YvDns$O<4?4OxLj~t1cNxs`b!t)hT9E7Bj_c%C4DWHf7ElcvB{OX-meYEQcjy
z+`DrM<KBIW*_27Ep~Fhw3_Z7RusF(q7xW7rRpVqEG2o*Fg&y+E3%;kT<OesZ`GRit
zJaef=_IqYe(PxeqRnwEF28XLPrPx+Y(OHS}vz3-Pbd@aEO*!e67j{zj$sBU2=pf-h
zQg_ZiQF$TcQxv)5_InenCplWjU>8ggdRBR8u&dEC$!FqadHO^~FiXd8>y)_V_^ecY
zerPaODBWA!1}NQ0YE@3Knoi3NPDv?XvedlcvaRr`-pUQ$uRfJzsNdXs+C%+zSh4hv
zB*%$t&mwh6QlLQRiDLRh(X)ozmsIVkU%0ZMK&gCcg{^Ag5L)?s6GAI5vnhl|8<uNR
z8mM$h<~W+WZoXbVGB~GBea;avw3FNt+o3}YjYK1c<`9h-S|lY&uN@UkRSq)8(A;J7
z%?XA(pHDDOtFaNy$<cUwz(}hTBW3oc>I>(o>m>#4zb;?T9~<oAZc8Fdidxhu`hWXD
z($Noxbo3*VlB6ro4^C7LGWszr+>awy)^>MavF!J}Wxr=F`*jR3q9IaOLIaDC8Fc_5
zv$os;81f68f+4?<U)qq1>6_YVt|&(Q>!jdY>O%<>jQFIW&^NtmjmE6KQWs4QCh7|L
zv;bTX9LAi_QoU@>-x9bXbB>)#&9XHQyPcS+#+<9k9GElZz?|#LoUl1lHq4pihs@d0
zPFDSI@<Zml!dS9oF_!#}-rYLVlB<Q6j{#ggEP0qt%Lyjy;+eteDc^8^r6He?0E7*B
zoNPP{c}hX>12tNbVZHMt1=c%<D5eWe>s>23!`8c+;NsV2td`kf>)k2Ito^RL^ugZL
zZ$!a&bFQ%9Vf??tf=N6y-yt5FA4#z+*g-}Vd<9q7etVnEm0VMe4Sx{PDA+LPq9^ak
zT$u2Wl7dcrk4|hqStHK<1PNs;KF>`5+L!mNzBnpCUm_`%6+6i2%W>Hkwqw@~py16Q
z?m1Ke#o=AEnbyNO+Aw9QEum3{DN`?C%1>}FV9H&lQ3|HqWm;)dHUW+`zTgv4%z3$=
zmg-Sl-nKb5XEjVviVp;WlU!=9AQ}6eJ<S;AVwnTOq#PLL8krL^OzQOf@uXM$&KviP
zX(omtYeaviPYW4lPkm)ku(PpF$!Gkz!PE?=KX-tug+V?=4dJD=%97xOl<7>C7CBTl
z4;ERxB=~IIZ84G05xgiFVWXM%(EAf8{@~La)xxUQiu;^ogU!A#DX`ghi9$9@z2oyL
z{p`}<e)WUo3ft>9)OfbnZ)7&?HEnsYt-2z~Q1#1t*~sABI<D!|PodsVF{8s&Nis~;
zAsOl&NwL)1LB=BW<uo{zu6KDX&2g3cooU9gbl?DOmPm*C4{feG-Dq=FZZx#HH>aS@
zy{BJIn;%^j-0IZk^g9-HWarzj(^k{%-leGv%W8FV@F6vs#W|FFyn|Az+;vHk0j-@o
zUFc%jwZY~_7bTz3#gWsYi(+wD$(2DD*X!LgX>qtcePQR6xlEO+IL6T?eq+n}b+l-1
zm1OJ_Mn{(1Bw4U~ld|mQ!;61}S%LARoC3y=8jMTFUq(+i@t40g1Xnwu#x1IsZw=1W
zKNf~JyKzTEL+l$;ycrs_G3ZZnWU>LgXF=L>Q?S6GDOn7fhfAUP1J?mGe==y!*&NJB
zd5@_Q&F4i^%xhZyk`!35x$I*#FhN&&H&{;nF1h%5BUNPviMF)|2CRr;+K<<?q)7(s
zxmxZR9P654wp?n4Ic}{m!#Zy5BH1CYV@MuN2+Pzk$q;_R=qGNOwBa&Ch|xS@#Hmml
z@r2QA2Zc{+r_3-<7?qOa9x_8bVKmTccSqB1cZC_|2_pwEuxJUf4TyQdh^oT+G=&=h
zZM%z8(6+l~T+O1p+!b8!R5N_-w({K+**_$^19$VFpipH0L`Ql?a8Gchc__n?$z$~r
zb&>DRAvEyX&R`RxaFWj`+@pk&b1C_lD}us(LEYk|<mFw#HYqPLS!&!q(V*fp&n`@I
zsUHMML*<J8=|qoa><O+_-^x5}?ypD+6yq{cOyjY+kDp0Z+L{>J+`HoRr4=;)w!Hq@
zN~Cn`Q@H<}VWwecCA`0vt+a(>X6V4eF;*Qpg|X^5Gs;+D>}8lAV(6#>CsTbxV)})|
z^eZK1%|tws;eKGEKJh?smzjF3o<ZCW3i9(Y)Q*YPF%%JS43)=HhtN;x7>X(47>e@>
zak@jo@el_6#X}gAv$|q;jFXtkOXUd=h1RAP9^&{j4pJ6#WEHXZmpO$HautrwAQn1~
zQ;6%`$0>xD@_09k0Khx!<6{Fcm=|3*D<j!-u~Z!96sEcIkMeMn0^&%kJcm%I4N3ao
z=jHn9d3z}^wu*ZKP?pX#r&%`%3O$n4rAB>Cr&+D^@qBuxz`lLKPnF~_Uf*B)Y4UcE
z&E$O`xLg$rdFEK_1xdk)cJWMeqW!qYiPiJgR=bv54R4yh^|9a<by8%Sb8H7YX3Lr8
zEb9l!%DX$)H>|(b`wzb`X}te1ng|$it<Qp;$`qcONeAn`I%!Js!H8Y^^!&91%it%2
z?FJB=WxmyCQHuYykFz-K45_}y%+jb2Fu@*!@Nrfh7G;xhoYiQSInHV#b8wv1V3s+V
zPKvy^-D;LO+CsZ9v7ef0j<&viCV02I&MfP&xEG6*jjAc@z;V_<Nx?+JB9wy>kHepR
zmI9}e3~L)Zi_fFl={pVwYq{sn(uWSyNx(cQlc(IO*9nSMj<ol$+O^#?XPJ`#bOmQA
z)Rq0uQBb`4EdADV!CILssjL(0u`CVUvcjDOLOeOA3vN|wB!zvSI^jarsnzN*i<t(G
zkDOL1DNLmCqZyQn>8ym>_4KYo$t{w1aW<y9-JHTyw|f?*x}>E%;5dY0lu*<-K{vig
z2E(+_xYLJxI_O?Uf&ul6Bx7}YQc$ed){&tM(9azW(t`>dy>@VLMX%9#^Abhc-C19F
zDcDFi_0_4SB%fKL4w6Fgg&|V!%<52Rb8!1P*NKJd+gbYUmxF^+USo>XoX178Obq*i
zq(F1{<#k(f&d0N5qrqwFN6CZ`_CH61=hZ)w4A=B;rpPgMl*B5RSRf$8Dp!RlrvF&w
z>Pv?3Dwn47?xR(1SJli)t^%`jR!r*QY#ml7*-cwE7P&zz8zVoMQyBTd1!j?xBX6e8
zdT#~iJBJ)o=Lc^EC##vVl^F7=f?~eb9!Bx+6BGl(6ZZ}-?zXQ$4EwZqf_2TXOFlE~
z6APjb`#P={!@i|JcQ_vGoZ@4O9QMhgX~r48Q&KSO^a=9^)a{ZC@ArVDV7T@Y#k3pV
z?-9v>;VNlKmzgnGxNo@Ej8@FU1(pMRT9$ywPeLN$0RJo*!Vd5jCfoBQ9<jeb6ypGM
zDr}hin!<{+C50Ve3Oe95g{9=UFVGm+uPJo>DBAvi#C>;Ql*RM6cL5TT4aspyXbDN^
zolrwjs(>IRh@#R_P&itsxfUP^QUin%mfpKGYfu!yjs@_CqGAI(BFzp8zEhs(Zl2`w
z_0RX8%VwV0+1Z)d+0X8?&+~l7y4&}TVGwMw4~3dEt!Wnq!O$FmU>hnzF?Sc1DCX`O
zTUyM8oy*E95p!+zE9bHvR|932Fy_>Kl9Kc3v|c=D5B<D0MyCx-bU7shsW)nDAl!y>
zq)8T@KKtm&FT;e~`}wRinO}U^7zJA1Sl#r?tS(8TkRk)EpU}s^z>5TlF>sHBEcg;0
zCKprBa`bwr`I3`z#b!yNNZ9}s2tMcq<%*{y0|j43W;Y1F!=QfbCv_e64Zw(-Y-^b|
z0^bd2Z3jWIRNItK`QjYPC*OUBCGy>8p?pWNAi)BOIrA8U;vWNIE(XM0EFmTrPU+%v
z%9~*d%5O@CwCtnZ`juMl>e};NR$rc*4AepLR{&l>l)U0G10@52Q1UO>%vJaapk$;7
zl#JJ0gbFtUF2hHa;V+@&lRsvy>@4vj;nD**EfUar3{yNIfv2!U)6-BKeU!2Kpj?P3
z2DO+{0o0~4s0|+0ifQ0>=xP;v#A~%`p#yG>!51~6y^;F#%L^U)=by6TRUH?|p{}O5
z82i=~lyH4*&4aM{HchAMcN-5FrTd*9Sw$bJ=T6mQe$MKvBrm7(I+x*wnT1TLJoZY~
z0`-uP%qVz-q!0>z$VDhv-7l|n{tb?H9m;XX>ZSGEopoBiyP}?S18z@mdip-69)2yW
zgPJb+amYHQ1ajgu7X#x(l9hn*JbmE=1oG+TcO`O(U~wn`PyLd$IVKAP1dny5@<Wf3
zn@2ailJyjT<74d}aiGa+=!_(H8U0?Pei6M;0*~;+Si*lztc+zVew&6Ya`5*@g6Xp$
zR(@HM2`j(lVyt{ZUO}vEdxQH~aJF%zGqpHgKI3A%OuErLkmX{$d}>r$E4?|#onm!F
zwEbn5fuX-EuI!7lZGtqf|Cx12{Vd5eFAneAJEUx7kwD=3n;ThvrzDeqZ$bcn>F!^q
z!Z?_$3O<}sUByBvU?>cVI3*}XB?DQ9k7Hy_ohD=roqpx-teW=2F8%G_Sv8v0hPqbI
z+zfQqK-T4jcs>~N=s#J#weKwK-NE=m=$06)WFYIh!Aj^AfL>)1qntq^Gy<6zstIJ>
z881`5?1ClAmtDp&vQ9y*2w9_vs464tg}1ZTSglE8^YMSPW~srVJz7{sKPV{l2ux2g
z1Y@Ve36WV__c}E_aAe`dCdZD`FjO|_c6N7Dn=wKp6C<tr#xc^e43V-4G&<-+{%q8N
zX2SX7bp0^*{YhhyA_v3$LQO{61(HIcMGw3L!`7mFIpc=HVp%H)y*EiR`Y&lCQb+^C
z>6V%_ojxNg(R6wUC~Ov*PG6S{G@a5b=Z}x$t;|E?cz0?4INn{dwty3<?6oPGCeq6&
znF8YqmMAc;a9}7I82Z9e?`XX#(mmfA5wzACALV{bg^!2&W|kq~9VRHoPN2o8iMr3p
ztZ@}BY}o5~eF)N~u3o`i*Ng?p!?AGtzha>gwob9oa=b1Z<Gwp79w{;w?hpzZuMC$I
ziUryjEU9)l?@G6o{DjN<OA7h2FHo>o@O~6}dAMW<`f~Vq_GRDk<jb&o#~Y}8mgFaa
z{(wM2<trsa5S6z?vYCwul@|cTczL*`3cWnsLP1o%bv&c;5_0SX<AbQ&zSz*)&wAVM
z9dEomTnZ!<CarB+gb_J3MTmSW)}dhh5=#_}Uyf%)ZV5(uNy632?xogXr1bP^6?dlk
zQ?^dQ_^Y6V>ti=l+KP#ZM)>(;cO36hTX@lTWhZcY%1LxLFhf!@aY$Yn{~zfoaRT&;
zLbBEbJub=JE2%6}WJq2UY8pVj5%QP=i(>LXxx3}mXKG(n)t9W4S~^P#MNbEyaF-~x
z+$R|*9FNr>8g84w(b!=EXO{L8II~zAz|0~QHU(2=@u6UHrXNe>O#g%s&cxuTC@~6&
znWi1@X7SsE76c?M3`km7LQ+i^Z(VnG>1DOtTb&dzhS^ABO8_MZ%3Hb&P!0qF<ttEX
z0sI6&IZ^~D$7?PEsUVy{Is7G1zPRz|peOoumOz#ec0Zh33F?JodL=k<AC_oxyNxAE
zZCB9k5K#=zQFValof)1txj)T#mIC0pTfK$KP`{3Yli>X#(XR^%NT}Mio9?vQU0dJZ
z(EXc|7a4LNZsgu-CDYq-H#K(WsvANSLvGtd(HueU8xt6E|1Npy`&j_F2LXNsw7tGV
zvQuAd>Ta$QEcFp+%X;LP_=ya(8%b6K+V*-AH625$HIYvugsMt=bFo8Hs^WOArB6TL
zh9{{igQy_n?#z%|)@I0kP3Qcb)oj)3l!~ji?X9g(A9cekSz5RwdSQJYsSjfb|1|+O
zmaVWZ9$Dld{zY0Q2)KtKpXoUQ++!v(;C9I?v^o9QMBbe4TpVmqo5*0B^rG}$c_M=C
zi?(6<dV;%+KHsfOL}GD`2FnHztrYc6ce`zBv82<Ngs!x4-=hj8nNB^>mxLBi)JxjB
zJ6UVdmxO*Ugx52G{axt(%Bn<j`bInVVEdtodSH9^VD+>V|J0tmUiJeM`SE{xOk_V^
zCVQ4)Tv}XQT#@@u_iDR(L&_oT+jVreRPRf2K>IM@*8Sfpn-rp2g-+0`uR>O{zcEqo
z?BsqpL@jFUda1RZ>+G%<q87CkHc5m+Kt*h8Qx|tyh*~$09A9d!oUS3;A`R=7T5I^-
z?p`6<A`RP?T5DW4_t+4%Zg+FHR`-@#E5EzDYlvFZuc4*Z%IV>*6Qb4!J={&yq*7}=
zc#pe&h+1TgoKkDG?&(esQLD+h_(p0)skN&03fV8R;f_*kUH^1mRcl-HGM-@MM}&xc
zTFaL0?anGTzVO8UvEJ^v>i=YW^fcT#Nulihf0OvO;Yo4DI1)nRx4`R;(kU}_S$(4~
z42r9Qjc*`YDk74&GKt^ad14a7pUm~{JMEB^x@EYN?O~bvu?%<hrsXn=XU!`pS!T_5
zWmEJ5Pf4Mff}5(Zuln6}65>E41B`eq5x|JgWPouTGcc`b2T$Z#@9D3mC+HscxqVjS
z(Mg8z0WhyNK_O;#M#!idND4h?P7@qiXxQWK2tDiC+9+PoN><YJ&P?9UwM<OSZN^L_
z*>NUH)~PMr6DrX>W4t;8+a{<uI8(nl(A_ubPNYbC)s^bea}SS73L!;$q&(<Xi`M2!
zc7&`IT**$6<YgbsxF-<_q=2!IwNxauIak&pw3!DKh!HRcp-n9rf{UM(nG84cfDMmH
z%+6%EX>9@FrtGvSnc(IzluU5*IF=|Hj+Yt@orb~M!8)zrC~^*W&sOK8juZ%ICFPLE
zLz|0(v>6DM^{IqJr~axbJV9Ep$1_Y_m;3}|E@$$2%zxz-I*$og=safhWYF3SKd4hj
zpHA=9#g<9uq;>e6@CjwwWt6&*0e%b>X_313C|Erk;U?=a@cE!bz_rBoDd6s$tkXxk
zdnf&fy2^k%Bb6sub857Exw>0w&THo8egh4dCaSJFOD;Nq`LLu=unYtW1Pk<N<QVr0
zYNBMINs=BCa82g3mo9mk&R%YgnN&;VNix*xWuHBnpLBQvuZY8!cjEshgrX-MKr|h`
zw1}p|mln$PXFT^S3x&>IJ`U}`7Xa-8K?+9kfXN)imafxMSX$ETGB1T!L+9|jd#h15
z3g;78qHsPjxwPa4pNYwimf;-SZgFv#E}aPZYT_igcmEB_GXss5#$O3a=!(&MlB?=Y
zbEfonT6ob}*C&TabdkEx6nAwq{A3+oDStXSI8`JN)~4;dh$)~N#bE3d-E^wEUD9<_
zO~&BoLRWriO~<bA(wfRx)9e)Fl^#i-6|WgDSqK6jo92$QsXCHgtg4adtX1DOzFO>*
zx{w#a7L<$bLXqUW4p<`Rb(liVbIO^CDt!jFz|ZXN%PMVRSF8N)a@ymD@3K57m8BVe
zxTMew|KJp!;RlE-#b)>nHBDUPdELT}o}CIB<2$+gP6;{-=k=d`Ft5*_qNDvVuP*{Q
z*45Bdlq_AAA)BIkT~f#f+>|k|uR(sY-dZe?_13cWl8RfeFSS%SmQIE1r`A{R;*^Uo
z5)R8tIsvyUAa{2_?rxT=f^uJ<z<A;OO!xEFRkFF&8M~@2+?TQU^0@VtLGDO9EW^nY
zCs3*xgXD?hh9_PYSHiX9!5Xyp^p*Nj(AfzVPIST-Q+RFsn`EUa<r=7tkLdh7h1bTR
zs)k$}p9fJT*2c0nkI}<Hx3}j-F;?W^nK~6p_^-Jr#<DdGzCdOf1}`GPG!M-lQ|G!*
zsX8diB-1NJ`t9qM#2Xl}mW<Sg=eeue)28YR{XO+mbIDB$<t9^0St#E*l@`j;q$_24
zP*R`Y->q^$c$DtEz<sI=s-SIe4XqMFnVUm8M(gan_6c}X6P~x}1RD8kwu&wD09KlO
zEvu1wu!K$nO4Dg1>!hSk`uZaGaA#i>BF$B2s&R*`#Fd(|J;G~e^4&iwk0jG#_`Aih
zD9n-M;7ZdoRgYfcZe*=ROZncH;qeIox-;~qrS5Xd(%Mr?-9K0<wB>p^Be8=1Dbo>K
zW<Rv1k9pmxQL<T_Wt>k63XRJ(Q}u>r?nL{}seC7mj6!$P&QH;QEpyio1B!OEbywDR
zE_cT?eH{c?V{8qIB%>J{1-nHXJUi@J4lBhIl1wQ+ShE~26W)|808j4G*ODsMQC~<h
zVU%+~fpH1S!{&Q6edzmy>S32b&kw#&Xsdpa?6ehs`b>w;R(B)NP**LCFkd-?8W~H!
zOH&z5oSTYhqJ0WAYWCOQ`B;jf4{cfcfmkC>+Qd*DzUS~vs~TlocT9uBs{YFL6QE$E
z+&WmIlv`(7akNo$DyPQ3wR=a1DEM}@J5P1Q`hnqm(latj65w$q!p;-*ti{?X9vN>h
zxJb!9(?Y_E_tv=sizr!#Q&#I~!I`QOWh;Ueqfj`(it*543aHQ4yE`WJLAo4sZG;wl
zZ*ZEV5VnP<i_WOYk{nzz<w-KdSuRqj2?I)4YSNlX%SsetD}e&u1{2VlX}4qmsm7z@
zJEn1btOPbho6Dv#+O)QSYbMz(Q!?R{4^T4AwEu@Ca{K?4>h>Pn;nTO4bU=eYWry3V
zE=e5;RQ@0+;d;sTnl$Il)U)=&{(`$zVpV;0C&Y_=Iy7v?3(ae{A<yC?;<54yEtTL3
zES2K*v9l@lRCRfo)=Tu9IPlPer8lSXtY}dKt$L$GV2#-8ZfQbQ$<8tLb?BJthRst<
z^_gzO)E{F!O_Oe5w`ELyE9}7c7$1<DQ%r5zUz65LhIRgNd7{;Ql8auj=#mr)l*fU>
zU4mTHO3ymrUZ-YBuHd4{H=P$vK6#lIO`UvI>Zp~HjEg4QGJPS>Z9HJQ3a^TV6Li^F
zI6<bSg%gOUg_A`*Eu4x|ocf=Mo_m#rOb=zcxj{M|_Be=xm<}5SwxyRWo|O7g-`@oa
z_nq#lekB<KgT(f^5c;kVO7B<vN7f;sHv&TG&Z=Vu^wSJZNax+{d#3YS6%VzoQc;yK
zLz!r(z;{@&6s(GOSnFCSL1A4=%CSe!5O-K3XYfG3!TQ@rP3JqTmI$F`rHnPxI=rj|
zy=hsw2fIuoeh{idBYx0~(20Ju?)jp7ZHN(H_Xw;+rpoTnh@T`V#(QRA=V_+SJnoL?
z`>GZW^j;416OUHM%G)=Q`tO(Bjm;4$>+pzl%?M`s_+XY_jm^`D+^mnUcf(g@Uvalg
z%0a3ekK=`w#tqipg2X2wUq0qOsdh**rRtX@g#zY9pm0AZRiBg$6orR+)e5&64t#M2
zXX>IEoT;r1V5XMJnSv=(|A~UhZ+~Hl{PtHUzfl}Ws7+#E6+ug&vRS5>a#$iU<+6&q
zAC^FL-tlYLM9pu{FQx1Lrh6{0U5)WTazBFG!+1;eqY1_>RUptU)fg17;3sfP6)EDD
zDqeHZy~(d9@GVvNOSe=rHuBBwvATLL>{%cPoh5H#0tkG>bq)7->3-e`+%={>>DstG
zMLVk>V2L)pKE+)C+JESa%MV)P9>x-_cXlFtB3#-UvoryUudzhafD0{+;Wu4RtrtG5
zXxQgv%iB~3R6LLq%-Pu1UXR=Z>GJ9qWvlC`_uWzTa4X+HtBc^HH0EY>ure8N|3uy4
zeRm^VLppl-;WH9#Q;mDQL%Mrn^`-aSL)5T9iw|Y-4d20n60R?|OYNqQU3Mqy3a4Nl
zATKgrd+fA(qm@jb-0b-Q+%hN-qIem*T2g2kTad*Y3i;v+Jv*_V-<ntOOUrWlT%nHC
zo6fi!sQrSCSGAUkI9~Q;@v8PU$%?bT?G?0Rd)=vjyu)?`%lA1$)uya*^_mC1U47AA
zL4SVJT|UfpFiSTb=ucI$0;i05S)4Mys`VIrM0tB;b-nbPz2$V;$8f9nAnHJQ;~JLm
zUvpK9W$TJ#AF{}FvH%Gb4&a>Nt=``ynQry|o5i<!ZEjJ4&Q{*y(805nI^|)%!ye`4
zTfC$Xtz4mJaErIOe&bX3LHqAn#>y}WMM-6Tk*(76N3~>Ygf;Lf5<TLgd%W)Zxx0e0
zR3Rjr{ki*)Y9Z^5OnTy;#6VjHkhN4i{;_AMzWIfFnp2V~!kfGKl;!;(fKOQtl(KQ=
zh`Ucvj7t1Ay*_SU8j>YwX$Y2>^{u-~WKZKoX4k+nU%6A7jsp=^S2ahWWF6z&WIxdg
zKE~8kPde`&t}-PVyIL(!(RhvCgdhjIYD7kYBTkAlm8MteCCo#9O4jqSL|Jyeo45ZS
zLKo4EDYO&}1+dQtgQh>C_kQi3UYhlc2f#MD`2nykL4C4#fNc;IQ!2enZ*?gKOtrJ&
z654iKId7$FfFCl{^B|-&6B;klTPxb(C&7+Liq(3?EA$QrIfB-6N=c^1_!_;0|3h{%
z-We>B@y`4Y<I&#fpdZ{Ttf8D!<msV1{pg;keh#+J){6d7P>k(37!W@>Ep+tFO*g|6
zOQHdI@{_xfZa>f;uVf9*G~c*GWtvKqR`|}I!vo!-d{f1Pu^XpvTyl3vx`|53!Tg=j
zk{6??SkufkG?-zp=D4aZ$-%{Fnk3U=v?)@k31bXfY7)Y^TUH{3(-|mi3PLy!NQMB;
zw%_MrjM^Exgp1J*9)>v977*gdZkdt^;><+J<oH=wBFE42FgB5+hUYYRX9_F?e{)Cc
zX}`LcS$*&L&3#j?mWmQST`4HA5jZHLE#|=qIxW@%-&y$09i#jF;a;T<3O0V3%9Ef4
z?zHamh?gO~Rf6p`4=-Fll2>Tq3RmbJ-#79~aLo#rY0V1q1203eD2oo*=?M{w-8l>;
zGl$_)PpB|V5MdbU1tU`!R@7U*1%&?F-|k^aJ5fU!h0CPMG{0^92j+*WSlbecBVNd)
zc}3W>vJ_NF)}Z@;O(lh5tr1YTtFZhMuRQA|IfHB3?p|Kgc9)j}FHO>eK7-A9n3Zuk
zYaim}dw?U6S1e^K;{WCxOG{ahN=sRbR9eawrx@=_vXJRUU{^1{?W~g*-;~ruk4y0E
zQd(+BojCSZ$0(c8hZXWFy)J2=q);FBc=?TI(?Be~E9n4o{Lj9uF#2MVPJJm(fz7yb
za8uJlroI#e`$BI#y9*47H#r-DXdLPFK`Dp7v$FUXS0NQ;=&)b)^^TreVJ^_07NgTp
ze;V<(utX#NmbbJKKjM#yWpz<`&pzv5r#+}$k)G#Of)9k4F-ar7qM(H9)L-Fq)imNa
zJ3aOE)%jWQEYKs6Mou=J;@}q+HWn3l?AQ14pl&a((4dAZG^l&ZE5ShxmvK<rYHP=J
zSQyZ~dy768>9u?z1~s6-SWkN%*|G+Y>}X%8ku4{fOjL+Qw%f-OOk;;<NK!2%%MlqP
z6{n&7k;8LV&6Z@EWo}pWoL1SAOtZ{Yr{}g>D#<j<EJ2E#Wh^ym<ZqLeXyk7O3fqHr
zvS`2@mR!M6|18)YU%m9Kyi6nJeM!L)V|#~<Pj5*(g;&LBapV7%kq?q-<Xa@uXemxH
zMvH|^n^;d_gI(;Kefp^~{x0}W8%^KPuo!`chcrKTUT=x;)V6;O{lgOgU!#6BI-Gte
z(dcmcLyQg^eg(R3qNgC*0=~7QLHpngS5_ZN@dV$!)I`7O_QdF>v7T~xAxaOPmo-Q=
z#)d2-sJ@^8R0=I|oYTUFj%@D_8QAMmJPkRpWepDOn*RR^?E6p|3hY6C4s3d1Q+p)K
zz^)^d*4I-#C)6X7LQz_~c%|Wz1>?J@V@=PSHkB#q#i|-G%3Aep^LT(%gB%P-A*3@8
zMUrRdV~IRFpFQi8NQWxb2D9Mt0Q%JYr8=JJA=2N~p5V)&4Lp(h%OzR8)fTBTCPKAA
zP>OQuc@k|-Nuq`hhIU!s2A*2%GFgLNw)#I^_9iw=E<0(s?Cyr1CP@d8EM2x%D9Fp`
zqYXW?)mcfVT$K5%ryH*Mhw6!c!r{9PjXg@8kzDW)&WtEYp#1V9P#`R!kF;C-k7Nj-
zSlbOfIo#95{v)W0yU*YGjYn{*WP`fqxFC56Kw){bQQSl_1RudUiOpD2OoMDa>}*!`
zC<{OC4tKLqaCi95Y<~VGq>#W<@%FmeJRc`y^L+fBpLd5XMxk9nY2$$Q^rAOtic-#<
zs00P38%q?J?(7gLhn~NIk9aQ#5sYP9dnT%7vO6>vFBTN@G)j9<4s8rqv|L2PZqhk1
zo=y5l8&6#hKFPtsH$VHo^2PJmBn975Fb=M?=mk-mkSv35p-|1(5`I&VcuSbxNw&GY
zXP$aZUZYjhXOcqk@d;3{8_@1i&tUblWC+BY{i5N!PYmCEl+9Sm+5)bcq>83w$|dnL
zO_wELiCmU2Gla`11mtcNiGhtc+8C}G5K}84rdA0tgR}S%8&8%#+R3w#la(<pNZfeX
zjluok@ma=xFc4@zxG_p?06&5KV5ErsV7%s{txFJ2kJ!Lp+7JF@@ME;F7)l#fW99ZH
z>{mSEnuj|owB^?aSIo4Rv>HpaDe?`LXqmngS2DCxipH6hkX20_pfnY&#u8<?`RFSM
zH~yjt<YRqnWkPSgaj!49Gdn|#M1862gJ<%l>@Y!r<>is_-E`WGwKesI9-eDTUgQPr
zt$RENtYkv6kjfXS6+#qm%C3_X+LT=Z-nk0NUR;2iE)^c8DZjeTc-S*Y$K3CU;74(~
z_x5yAhXgP08!Z(Sa^S(4yfOQxxWGX8RcH?v!AEEEjnz<9X;*ghAWyfluBSnO9{E|N
zWF;AS<Sv}aBey^ecIeGxJoN&fIKf&xVt>UF{%h{VV%fSobr4zPIL=3c=@SC9?hMZd
z>Muz)KUx&6XZQCEx7%m&xuP<&L{&OhbjK|I*hz(*2@ZROS+pY?Pg+qzCr#;dr`_;#
zr>%ADOdX>;Er4Bw7qZ}Ud9cn1I-x=t)Pau}mDJ|%6&{zp?ks)!eorG+zl0*Sr6Mg@
z5hWGTOA9@N;#?_MQ<~$inZ`bGi7UTLiyR;5xv4A^3dDaO^yH`!QX5L+Lj(nuRLutj
z<86XC&tYN1OgM2C144+78T#k(mEx6T;kbAZdW!E)GUK9t0$G{Pa6EzSQZ8RSOMf-S
zQ(0dd?CFp+v3RE+7W(n7S)rs5hM0LhJ?J3PI$AB4T$I%JN(v?QT|nWkP*Oi48G=du
z@GPE?cg^Anc{{ia7s%EYFsVyjP05thzeUM34}XUxO6uQ%xbp4}QRq6_KmL6tCz7v6
zdX|Rp-*b<6-0HSek^Fa4P~hJBC3rid8LESI<}Z7rw5L^K6+W90KO5RI#}nS2u{&n-
zYPhDnLaSl85<HvHOkNHwiER#@datL8-u!|i(jGmV(}+bMw62;R2$b&n_s3zOPSGOy
zI9h)HAJOs<DnQXPVm3xg_aucBIXeCnh7gEzj8vVXCB_MdGm6>hmJ49#Xvs<^G_oay
zLdFXe?i8(S>4e5|$%X6MRo5Fw*}#6ds$C*42G3{gl4RNp+CG~%wD#Z?v8)||{~IZa
z&t@!{&C6PgXj;}5rx<55EM(dQS_F;3rVnmb-Ro(lN6b%jgk{Y(&SqSYx>2vc1Pb?>
z(DpBqfd<O8)-}VS$0YO1VlwGyMobR$!VEo<selr&<ZM+-GSJbCmmoH8cp7Uuno+_E
zWm2F5AI-p0KsLRTwVj26;G2bYQ6=QqQ*!ud2EIyGZy65D1(ibs-3E6T$T;{aBTH-$
z^pf!w=n0{3Xp7MIOK2t<^%GDZ8ub%EcJWb9>-{TPo|Pd+J*?`dsJXH`wEoK#lp=V5
zrJ>C!Nu<w8=op^GfDGMT7x-YIP6JQ!@xaT@DLqX;i4D=fdnSj|G@Zg&iDWtYW=VzM
zove|z>V>xAul7D7m>7g-;)5l@v3PT)r>Z(ExhQj=mJ|w}_kjYz16`!deL*q=GPmtZ
z_UHSCKi|QB+vtJ=9ipOS1=_ul9bnn|gAty-36Z&`6Qi(1PK?Se=|qYN30O!7z%PR1
zl><_$1f*0cE@jwEKBnP^DIvctAJaIM=gD;r7SlV4oivkS`J|Z!EC&L?@){^T8GZt=
z94P{p<24t7S3e*_d>s}1C0Kss9^r}}2sJCDOO#94d?9K=0PsOfw>0JdjwMRx*=SXW
zFMjA9wFWr9uJ}Xma1f%RZo9zqm>P)6P*TXqCCse`2uhJ{p=XHALgESX{Y9Rqtz-f?
zujPC4)qEj<k#>QkAkwzYhu2x-v^B44Wb_<yHC(4W0B@0?a6EVrZh*&)_g2%@mwN72
zI|LgeZA(Rr#qGI_w2w$unq-S|8EHS0%Tr{isx(sn?bD|!HNRqM*Kj@iMNfFFYZr(M
z9`0Yq557wYJceiG@)+iC+rI3nso!7jsn82+^YHx<OZcyezp-q^-`kNz4(c2vnEoOB
zeg6tiwz@3Igue;#{+Y{&_lCSo(EE2#E^%r*=epw0zK7-U!3a{0=D1zCMSy;**ld^e
zg-I}2>G|>aykd&|B%7df5sAoRs!G%R>6a%NsfB#Gc9o}svectJ?_;YyS5!k;8PZ3O
zqy~W&jV(b-O?qzEv(~e<m_U5uaQHe;uIeiV5=`qQD8V}y)ivn$nEv;s`Piw24WnvE
z9w+e<p%J0GZ1gm<837^daX@s-D;5x`D_wNpf<l5I_*B%1a=Q;o`OXzNUE_7XO@P9O
z;1wAOJ%sv<!t*4B3=Ve{23Y%JK9D+F@&<2cFPCI8`!b|ZyN1~<HEAx`DJ#)junj0|
zDVht4Btu{>us@r}D1KWWqxj7bdWhn!Eg*`QeKjQ$ia(E%X+FPzC7KE@<nh)_21X>o
z_@8n)OC>(&DX)*gUEUBuvThgbwB3}7Qjq*1C~%}dvO_Q#%_#mzs$&i`Xa+o`ndmu;
z<&)(V!t!v1?rb%dR{}8J4wvc9R(b7M=DE*l(E=?SF{jiR{C*G|YP+`96TNCbyoTKf
zMk#=U@%n!U<Nc@`1>+DX8NqmUKYYI-0<Xwm{8gBVkv=`PI!gAAA~O1m?!gq`S0g0@
z-M8{c3I)>)pm3MziPa^NA$ZGbAs7_F{X%&;_{8cqNv8W&o6)q!;p-iERRDbKF9ZBt
zxeV|@Jl(glh$nz=q0m#S77E?6n#XO?x$7Aq33k41Q<+9@<+PZAV2d=U*?m4{d>A^4
z_pT13juiSAu|%PNaZYKW|Hbp3)z+wo(>qTp`x8*r3|R{J+bGPS7|#@#v+po{vIy>P
zH5r&V-f3Y&_ryL?N<_9aV^CJ%7`!p(KNDhIRFGn@DU^&DEI8t6nG}mxWDNc-G&i=G
z(`EN4{^&7)k{ybmm$0^!?3CJiOA19}PoQvjDYXri41v^U8>DT85M1Q&o=>pDyEBa(
zZfyxuoYdZIfl}ODY=Qhd4@>0dc~6A!GsTU>2P6hC5W(G*0WpOEF@+_>49I1?I~j7P
z`K@fgyRrI<S3T35lu^ytKr4&_yo`I%qjC+<3j_ka8?lXb@Dl*NND-hHuek_XP6m*M
zpcnoE==JeoQ<#H$YQzWW5`GeRorP(g&{j80IyB8*#}ehZ8yEx-X}q%x3hU(CX}xvq
zv5Cgca{aeGF7<!dI(6i|CwOQ1l%N>LeK)_Wllcv+M^AX>D9ORo$<yz6Hd@Ja=C|-&
z&s<ezu4sWCT~(4o+skF<@|oW|#1-Rx>Hq%V8KRH9?|DF_ii-?$E$rxpl(`IZ(<Lj-
zKP~1m%xyZCVQ#3Z<}u&SWn4AqhU?Q&%~F))<DvTZ6FgMubZ_Q^<*VyA8}+Nu3u+j{
za}<{FUlYt?*$QS;kVTHzTf*q#VDDJuGrdCxd#BFjgT2$`6~eKT=kgZvw-uT>?6c-F
zb|qa1yVjf=IMmxsn?{Y$offw(XCFJ)*t=a;T(8GuGlXSVOA2FI^G)$qsmfB9fYph!
zp80B*6hOdgXP{LBSXpYqY2Oc=l0t)d=Uo0)!RMcNs+M^h1n8XCbtPv#hB@!ZHZYmT
zy(uV$06z44d@ddOZAz9R3`(9v44UtlFn#>AvBSqs$Q(cR(XrE-^lxUI10FS3$Di}0
zH2n&sT0I-=i*XM4HPJA?boIk?o>uy;bDn<cTX_vlkr=FQoCdxSWHFK^o(7ge&ED{7
z;J=Zda^yc)q8#}T#Qr;(cRAm~AR`!v=7iw_Mx@igzkKeQUb=~&`odGy?wqIJ|H6}^
z;^&EoM9VrIf?`Ug)4*yTAE%a<)o*?2NwtIde)<y3*8r-PW<KK#a0MY<JG#zjs>gig
zc|tXn<YJaHP69UyvIH&Xl=4h%=_GJ>WGBP*z!Dj*$Gp-FXPyL3&|hAFWhYuRFj4_f
z!1IS+d;DrdP>ClfXGISY6h012-v@xPGlRbfVPQZoO`OMg0?q|@(PO{!G}50%HG?}E
zLJ()B2j>;bOi9M7DiG1GC$JKMh{f~tfbTu`B~3(%Ohpe%x%8r+LP?<^Pfu-w%6_$6
zUJI_Cwo5V%@@+_=c8o!8sYwvyu&jg-BjP!rpat}`qn;t^guD(yjYm`8oX3l&=jQR^
z>FIgKEfC30kU(~g1<&I%GQS`zIsaEIk@J6L=PNmCc(#MXF?m*p(-zOXE1uCx&4>DC
z#>VlXA|xfJ-qc>0eTV9k@4^!-_(oc%WFW1o&JQ^JG4{1&VPA*MFXrnyC4Ais8zx`3
zg;IV6N@hAX#@#llDqfOKFDsR#&6F*_fOk7fGI<_O#Jr$7NHQFOnXU#(3ZcURKmpf5
zUuakUamf(yoo$rvf5t$EwgLM1hp?%VmNqoXKHoSCGe=e<xj6y3bQWffWC)&x!5;In
z1?D|GXj`TbD7+(&rGSfQNB)q7f;;lN=JRow5^`*XsO6m+--v8mF0_aJY*TwKjfkro
z6(t2z2ueen2IAEWG)b$OU08==@f$2rEPgYeQEtgtgkv!dUGE>b`)0{N6p-Kk17~CY
zkt)!-<}X3vvoVx`mfF3O`N2sG13EEsK_DQz=(YdCDH+N@l8>YE*WyuGG6SV9fKE|V
z)?ZLK%X?2!BobsS{x0-0Rxizv#~f9>dYRsXKTiW{XQ?LgI^~k?l0t#g6)4;nTCO}O
z83F-mzkdNIldcOmnRHsf$;8?ME>onMres>C%tp!Nz#J@*19KLHa3BSQM1CX&Ff1)o
zmITBs4TxD<Ld>Zr_>j!yCo~+AsilvHd%Zl-8|EUJ=V9T6tCRCj7^@Q?(CTD0iY|no
z!0H4kVs(PoTm<-`1zMfJ-@r*3bL#4Y2%W*?y>fLx%ap$nb`Xv}j+5k@_@gk*5^{JD
zOEi~-q2DRf{fZ@sF5argpogvcp1f86xAJ<`d#Dw4@J;X+zLoZbpoHrS%c`2+L~HIX
zr(0C;eySt~=W&0Gcczt0!=^*5cb2*><ndO0xrL%lTD9C>z^j&<f)`$c|L9}z4Z_Oa
zA-e70s!lz+qPKynW~qy)$x??B<w9P%G?T2fbZNYhmoD`e8aJ_Jb4FEKx{TQRNL6e(
zK{t)}MwUqeN&3{LvB^p{#sl^D1w4JE-F^f=yb%jum+-2<!5FN`V{{mn@LzK+gJmmZ
ztBNdg{QfEQ6Kk1Ak<auQtz{-G<h9Hsd4<+8;}-H-W|C{H!|qwgYZ=mo)-p*8c`f6s
z?A7*17aEI~Ma2~vA?4EIWx1qK9=W%wS1Su6ftavr-qmW0<R%caInaawVk|Xj=l!un
z?=Yt%(*WGOke4eJlDt*zuP)RLlDsMEbt#`#DaQoGsK=|6BMS*j*CiX!DusMRtCaFH
zMo$?(8dfL$jn&Dpg}P&PZ{?<+f;6kIg8Cb)lb1z<ygGTdx_6rTQj&}H+*p`=CRy-n
zvvE?EsXQ-Aen(!)h<{*-GU6W))wn2m6QhL|C1^BA&|s?6+TKTX*;Mb4(hd1!s<&#H
z=tU6WTRzg2^!Ze8xQc;)0})1RlPEzkh2z@9R<6+IZ5Hj4=G4b)c&pgKcAwV(+tq@a
zrP<C{nnVcUY`gw7y#rN!NiJqPV`)-Hve1`$r7TlXT9$M|Rx({@ERpFtFZ!RRd!=-%
zHK+qtdk6&SO&^2RhSveB4U)=G6b=-WfFqaXjjd+uAHr;%>Uyj6L__A6<3L=QZ}0C8
zJm)zHgq3E<Xm<Pn(H<M}bX~7oO_StehK%8wlO+ooQpz$7xusQBM#3UwB}3+8i42+l
zzYY0_uGPRhv@~nB*6%d%Rx7g&r0ETx>Po8`f-!eUh0vIZTLi^4rjailI;W$}X<Hw{
zs23V?EdJ9FV(~=~QJM)IY>17b6*l4IM&9x26-h2;LMPXJNwSa$rL2Gn8+$Vn&LS(B
z@MA2I2|xZHCZr|u;U->Ru>^~EBD0!$r>kqSZM2s9SyE<~fiIaItL(kIaOt`@e)Fxo
zPP*M*#LzT2_r)~#HqoDM8XIpF2JgMCZu<dD-CWB_FFG}lNL}&y&?|zbNl*%ev$n+~
z#_6l;-3^m&qk3|#yD0Ug#d2*FVoq~3#aw-K2D~vrbi=&!SVOYXv@@|w*4wJ3B$Lxx
zAcdMWrX5R7!n^m#N`!a20R_@27>Mxh!;%4{^5WSxP+xa?jqUkv`Mf>fg=w@sZ*2*2
zuk5nf0^#0VY=Ocf4@(ptdHIZcWtL~~RkfXWoHZ`sy8wl1y;PGzVzs1n%rQbjH@ee1
z!zr(kE_?GsghQmh_bzWD$AqlGP-sPdNhlPZ5R8iB*gi$YiF}>Z!P_orFH&R_6iOAh
zRGG0reIO|m1sNT^ThvKOriJtOl0ts_1}NY+=m{;H|C9{mw@%Lt3Kw4chP@VcKHpd~
z$1Mi+%m^fr4xq3|S~J&|48b+?32e#4SF~oX4UD{I#!^5gt(iMnD7a=$U(9Rf5_0Ud
z7xO8$POrg1yv4l0axCTr*7<yXg2ZAPS{X^J2K1*hY|s)emE+S<2a33<SfYrVs{5yS
zJ19%QT|eO)t<U%HW?BP|(EiGMypO4T*%^wu`I0jG$?2SkR`v3FobnRswHCTZUlkAF
zZ^%KBy2icUWDYu6gM%(_afqNx2?pI$*gOT@3s5psk=}Cul-5aW@tO?3CxouXg88^0
z@nN>cuTJJH1bv97dwfSF4<(Val0uPl1}G3Y&_hZhKS+i^60v`4`1Fk7)6<K2(QIu2
zlZRB*luXGZc8Tdq2bRc{jwK<I2Ze@QVvv}s3whC8Js>7IASStlm=g>5-rf&@J@Xs$
zS+*(zye<Z##?T?T=U^KE7tZGv7z<}0(89SMimwenfrT?t#KIY`xoFM#!vbD7!(UoB
zFC6GC7%o?%FuOnE`W<mFE!2)6My8cOIh<Vx!}iA#;j;BuB2e)ImS{p;fg_hPTOK+H
z!i`tXI0!&=FJ3wKcnAi-5LAnLIB*HCoF5hxctPX3Dm8U%`_vjMPPcUE%!j=rb#{~F
z@@k^sqIz-T1chwnS^^(rY?3^|)~o2qAa7rLg9XU32!9si&r<wZhCeItrx1TM{;XM|
zzwABvZYKyZ0^3+)_?O^!Iudp4E9nhGx3}!ou&O$ylcQUlr5hNtsLqy$T2596P^|27
z;*)}6s&2F#uP>ZUe^`I<aLX!Sfmr?WaBoK?`6+V3-Ui_vUmDjxbhDWqdsNkXMtF0b
z1538V0p(g^1e9wD2Gm!h>bX8f-VgC-H~#FvpHukr9{fyqO@#M4Wv^tm1;ny|E-#qw
zdOd<KQDrg&RVEK%Wfyhe?Ij$C@R#Cn%qZ_-Yu9X}y}5RXi}CNf`{+|gy)|{Ouysn?
z9`lY?QA<G%S+VR=4x9)<F&;rWZC_VYPu){xlrDVSo3A7X&-%;8cn?^~l!Wufde5u7
zggoAI=_V<3I`S@kp&P)JPQGc?qT7nA#=}V0E_)ri)63rb_2vSvQ{U<JM(D)x-Urkm
z!OQoKEwwRT9$u<1JTN^`s|nusRHo#oU6}Dpc^763u$|6~*GDJ9KFfiL-tKCC3Enxy
zcn?jjHcf3V!M45_+rj>hY3gtZwr7j6B~F1I&(kH?-eWfSDmIyjUI7rQlQdPuKIMhS
zriOqJ-9OfotRy4NP_~vj=U%|d_;k#wr@i&`t!dtfURZ&rrCV6Sf6a{{EL#^T4<n15
zr&=Sy3?aJ7Fmt+hxUv@rGM(5ApW*FYMgdvB(%VsARges{KNMNO`$L^Rbvx{p3wVEs
zR3iK`WU2ONdH=H83yiIy1}H(Q@~>3o12;g?X0j1NY)d`fBg(=EFC-qKpZ0neI3<}f
zNXG*0$n~|>S1MLZ4jWJqu4A3mYN`jMP{b8+{RPFS2+8_pwQBa>1$?`dx<Ok!(2e{Y
z0In%MZ+L`hcAdP?TUmea_r^ALfh?=ZJEC;zr?F7zE1KhVVWpvtOf^Z8;S5;A@`YuM
z^YD6ElgPxRpde$TXuPa}%fvV-I?$75j%qdZ=I0U`C(OkPgw5t*i6-=U1-x-l7OhWv
zK4?c6dtg0UEN-0TU1&8qrH9P>tEGf(1f$L#;i#!LOI5(ABP$AmDXtk9&aO)_X?^>x
zrEJGjIbg@<pnhp~G-jeTq6yy9{K8RXr+QJ6X{i=8oUuz(Bw2#5dOj)11hw7;3Y!8z
zdNn<<LbcSeFQL!Ndi1QPlOL)Ur@oPO2)CbZ^iVUM5mU{nEWwZ9U7fdZ<4d1|x*7XW
zpBFF|f42a!IKA|_1kc-23>`|f^a$ZtoU~3L6pofjtQmG4IzaDyhJq0em6n;|P-z+C
zI~fi<O~lUk&J7U<=jMB>+nX%YH|Kk6s5F#gW)m7)jRYm22JTzg>n@|Q6)(pY)TZsz
zN_q><6_di&l?x}t&9PCZX*Up8T38r6SM^1UI(3;ZO|Nn}2B=<=Tr4b%ovR*_B^VaN
zB$>iuFi=ET^vm})3Y)krT-*M2)YVrORZCG*WgT-lm!|u4O-v3E7MT`q2#bnAmm8Z&
z<8}W@=AOXdWg$Yt;Co1lqR_DPijcarkl7K~kE>b6l>?oi(13yw8oRJWnPOL{(14G^
zUI`TynU0jOqaf{8CS-?WQYi|Hmjopc7M(xoTg_g?VZm0iq}+bXz0rXrF=II-iH|@^
zY0+S8rM(~;;w16ya_>XxoFo^EhImecA4`^CG+dEniiS%-DIN{CEzuCRTnvl<jD|Zb
z+}3EQ#Jc?>qTy1gXfXJGl*&>xSb9Z?LRu)`ia~X%)eLhihdqs+BOAn{LNslpV~K(x
zeR+sHL0<^&yT})%ee)dA`qWl$jK1{rB!>nJnyx#QSr@L~`NA7#iI<|(HQxR<)n9fR
zLqzqlP}X>l>E8W)aXNPGwELX$8tFWIIWPACLv`10toPQ@gJV4jQBnkMHrjhE=QX|o
zq3XvIdZLFLW*{>qo0+=$LT?rQ#s+VLq~S=FD5aN_Nr0*SM(+?cSCT29dKRylCs}Z7
zv8c}~$1$5)Dd|`>F<8}r45BI`$u>IUMnY6YQO`62t=pf(3*@hTSR#MzV}ChiUZ+Yu
z!6Nu}nP<0pms%X7Q+9Y?)!t=}Cc5Kx?^yMwXpZ2zdR0)0fV-Z}DM=*$L+O}XI{~zU
zW8y7UdH3a|(mitt+ab^V%AWamm$ymMhe(y4c}1whL%mm_W2X9BlF2hii`V>1vIx(V
zUja>+(;0atSk>^1sLGz1ZL1jRl&Y9!AlIazL~>0kmdG`!D@s9NM-A6}rG3%*)vbU!
z@7nJj6>Y(}y3>ZPZFO*smAT)Wq{klcu2Jo!@;IWR(*-3wWW}48Ans{|S$HwM^;{7c
zVH4Pgl7)TPY=w1nB?L#;2yB~tIA(?J__X)#q@GBT{%a}J!}sK;>C;bpA6A)?O#W+8
zyygVS0{)9D+W(9<EKJRmbn;)Ys^LFTRrpV;!lPsbA4)4kiR8akSR((eV*kaJ7+TPn
zb~G&uPn5v<P^VmJkxW?J(xH-V0h!waGPko#6_gpVln<5ES*j~^^Vil>UhwAdXf^_r
zWL8<qTNzcB8e17apuMsED0(ma1op;|BKF4cnu|6EpanWq0)J^w0-p2ijtlrlhReMJ
zn0X&@wZugOty6m=mZXK0#?pHHsf)7@0l*?G(VX7{hZ?2tm#{?nq8T;~(Zm~M*kuqM
z%^PH}<FQg*KnCjOXDeu*LwzYJ@YrW}op#b&OE*2{{l$8X-cz*fxc6x*nU*l~UiEHQ
z&Xqzo9fhwZDYV1k)RR}4I~+0Ms`30MjJ}#W=A?IoZhL8Zoc{ZDZ&#Hj*m!fpQV~Z~
z)0O&qx^K7YE?H?`qsvO(*XXd4_cdY%_#aloO0W$o#+Lb2jb3U-3AQQBX6wMcpiPKS
z%FreRJvIm(Y82~g4w8Zol1B4`q_QFp`pA_$=r4PG4Rq|Qu*rVq9dCtRSepm@HZ0-4
z=C%Zut+1^rvdCPZkYIYe^Mn2ZwOdkfM`G1`u%G$#N}chZw~=~QUZw4bL!cHsLaOIF
z$~o*uSMqiQsY2Tk%~$H`FZep@p9<mNx9PygY`f7$#zUm1iz~H5HbVCXe>mygsy>!v
z+NGc;NdrQar5+qe8KUhUz&4+SOkW}W@B{BC^|us9Na#;NDLV9j-ljI?C=~Xgn29dr
zn29Xp6G^fXrH1lwN)qpgm>zDd&tHIDi#;ECV{C?VWgT|zFD0Bi?5sDuDmj->Q#vX_
zdA%c)@|}9iSFmtfe%9M4sXShiPW?^vgD2?7k74_}hwKa5Z`HTnXZ6@KUR9CN?%k4s
z9>W_VDFnhF1`3QR=;Y*1{sn5XWC%WnH=$5pnC7ppCdkY1oSaiH?d-2%CDUs!T!pwA
z?*b=G=~br#K|DSKYSD<+RI+cTCN$&k!lr1(*o`HcF?NHm;GB*646_*Rx$IcUi|mXq
zyh}m{MkU?uOK%@_Txw3y@v@{qbiAMsf90K_K9*#PkTXVvoHimvRwR{Ag^G~6W^hP$
z4vxcx#YcXz;JAf4P;iu86%39GUqf)5!b>tZUX=R6vOP~lL!CelFyi7(6)C9{3^gQ$
zf*~0w5Dd^Cdgsdd@8Aefy5tH*M2l4%5iR6piio>f`D-Z)nIa->74Od^ui}tMT*V<_
z(ThSt_Q=$SLSh28MIkW}OB50lSCtkL^DcS|tRX>@*WjPLW7IsUHDSCwL4n7{C&KFq
z%tZ8%zIF-DeQXdM{9>;)&^Er<Yt<@F9TpjA$ih|D)bW5B6Oxl-V&<y<h>6#*d5Vd5
zp=2hE<g0+_3-OYSiP=(BT5DDB;J;6ukz`7^9j<xbQl}-EBI8F%p~(0SDBK}R6SpKo
zFeq*qL2*M~4yFkUnS$aEBPhNzg5ql<C@d;bP{=Nss!&k0&}LAy#1aKXOC2I8NQ|5x
zNeqAq0+XEsV!8yxbSWX`%N2aH^&dz;_#ma*Utd4_hu7z%jAYEaB=_nH29#G<7=RK8
z1Ss!C@%O+_08k=D07|^(BAoWm3I>$$7XanBKtSHzZKcKC64Vg}jKm3p5XUcAqUq@{
z<_XG0GtoN`feaf_bAXM2lD{g~L%;jzy$*f;sJE(){l`00%|czMTOQ2-(l01Qr~dKw
zvMEX8Y`ow$oH(_RY3Pmq*SkSIB?R!Du@@wT4kJIM=`ga|FR$2azF*ZzNx^~Zlsshl
z_cg=AZzU@w^7G(N9Iu~i0T2Hv!S+`%HiCz7tA!;<TI}k8G<^5GJ~X0L<%&X>sSJS!
zUs7-Q46w(Sq|cZ0MaG;4z92+g$`DcZgp<N<%}HUzHSo%zTi)t=O}H<*7uM!f&>6MD
ze@%#pWh+E{ADLxx*oy?yrvwqZ%f1C5V#aEQi1*2>1QGkLCWz=<TKp{|Lsm0fB((@G
zp4JQ(tN5n2;{G40;k#E~Q@#rJ?yHSES`)DasbW{z<m4B9T1~f50PE<P_29d0WYK^`
zCF>RCT=BKCsX4MDt%CCctr<&MSxeKo=g1hJ$0^C=%e>WiTkHY*j@9~djIWm3B}G##
zZW9!<N<pkI(Y|pt-wz|h(B>={=2EP$roHoO9qaJbX!;UVwK^`Sr}3f9%|f~!>F}*r
z$0em$=Zx=M9+fO~BvOhol{{Y2myz%ZveNYWDV8XcehNX3C!0MOG=#X&EHD#*F=+ei
z6KCnBYOUAC`I7C|R_h~iV6R`KDrB!Kf?`S?77zBi7|LER#IwD=j0by#uPNPLk*w(@
zA)W6R4o&c7Dg`wI@n6hniffjaEMzn(%hYsPB`{h|WF@23!V(#+)|&q?+V09euO(RZ
z$YZeNGNZY-em7!Wd3~;muRwK>s-V$SJ4p#uZ<ftpPWSEabE*3!D<&;lhR*pFR^%B|
z<Eq*EaGBP%QYiJW_Zo&S!Nj#W$=ATPRF8bVQhby}F76MvTvIGlCGtCPC{@vd$BT6c
zzvQmb^Q!yqOzMpkIqcJ=*wpu@G|?53eSfHhl1vV3UA*Qz$wCg3vdj(<Uf6=H<gl$+
zB8P1)&0(#fTe!)4pq#&^{x{Y4aI_^W=u^k~whg%LqIyZHfzFCPEGXet_CfmJOK`0D
z{{#oYO4~`{qj!amEV6J6z7xtvk@~wjzEp5j>I05ACF}5<^7Mat>MzuYJaxxfT}}Br
zB)x+a>8a<W(&VY$^?X08h_%3HPA%lAXN%V?D_O`>QWkj%x<#H!Mpp7v3YN%IDQjtH
z#g)iM(2&?Olye-(1W-UQuW>+TlYq=7EK>z#`ZdG6wUG7lTQbbEH}Xy5G-z~?<SquV
zfoJL#YXjy1fnZ)bif;)&0hosr0rT*hi!jn!%`gxC(!Qa)sc&OviJl0c?ZymD5Md+c
zHJWNJVu_MyOSCf$;-|3$ZfA6deFAj1fzjO$jvfZO%V_3%T#Z8&s5hh6@-e6}f)cJf
z_p8k3=X9r*z8Wi<jw`DpzU?+#?{fC2vLa(#s!nd<%TTfo!@sXu!0w!dOz`jBmcA`&
zgJ^-_-wsJ3__tv#!@o81%7qDlu^>aH>PbU=19U+rUxeOp$mi58(|sM(i;|V*7Fn5G
z^}<@lg{LJeCB^sjvNFEj_P5sxSomWJu5YbegbMFiCoD*^{t0j)C|tF@VkKuNO$Zb&
zZIVKuFjWs5;45F&^%AtHQ+>(FN><@vyK*fj*jHXmc98AU?)Q}oJmiKodB`?KjqqO+
z5n|a2EM7onIht1?!Hfe!gw18Y0*LU=b&Lo*$g6}1+pS|nxS=>Ayk{LD!YERU5aCNY
zHPY8f4}AfgIDV*aAbPTbz4<x=3l2irQn{wGF~EY=^n;y!O?01`;Cd*vS0gP92n~NO
z>_N~l7%CN%MGWmhzTCz4xyqE4DPv6vC}6-tOHG1@qwe;tb4oJB*Q9m$SX?XJqnoc`
znPnhFzgKy69erSSa=2O{o5ApmTPi3<b$&W-;W~zjWHEw@FRj(t-F?mNjo}54-F?lP
z?uM#Xj|O!%PB`TY>Dtl5_o~`2DcI4(U?t;R(B2>m1~I&>7GKXHMVX57lW?yiKjr5)
zutfR!jdcutMq@}3UPL>=Tm{zQnY5>GL+Q3#(aYD!{yD@#FJGGaGN{j5z7=pzP)w=x
zdXA4m8SUMBeJu>5CFq3SzQm@#LjBS#XB=_*STvzW_Vyi8e@RL)%Nb{neh;z)E$5V?
zOl|2oxR~{(;bO5whKpVQABOw6uWxR#D8^@xp6};-MAb(z<^U#;SX)qv3Nn24Y^tLm
z@%~kNXcO1NZPxStm8?Vxr>|!aXh~E}bVFZqypqhEqEgnEOi|$pl$r<ujz$FtS4>!s
zk({6hzUFI?l#XOM;%i7nX-9Lqq|nCI><4_Ws40?68&?Y@g*L9{0R_Sjda`AO?<KWK
zG6XlS)~)B=%ysfIZCo`?tM-7hkZI#;^?KgToVT8LGv}=5-As#0wBsauW2!>%<|Ay2
zhR<0nQ52lzC{S|v@SHksuy4NA{m17{Z>!r3@r_bfrPc&HF9{0ZBK-J}Idz^?Wj8=`
zX0*^&hHV1}!fhiEEY;C`w?YL%q`o}dSDT|j*5GLPK2$Ws2cw}OYC+M^LLchxtE4ZE
z@HI-hg^J5y_)+wP?|tA_rhciNFVYUEg@WPg-z|dqew04;h_9S#BRfg4ks&D*8-0Mn
zo#XB9M`81PwB!l~$jA*GAS2~v3Xu2D`1&ggnF3_k1`d!u8#q9EZQua0=tTh{duZxI
z0kRI;q5xTsB?^%B;3>QVVhIouBPVeZ19*oZ@1B5|y#X<MONbe>mLcz4NZk2t81kMO
z<I8eVOGdPiTo2$VguI@$2IK_-LEdLj{2}-WKwhK>$cxupgbU}cWylME3G)8XH6`f5
zF8bnlUxiK*KoW>uiE|1eqlK7nX$JiWOEfK{V4zS^`W{P{*6Y~avvb0s4&dLHb?U(0
z5Ant(K;QDZ-9$*6KcGI;wF}@ac=Lk#R#NcxI6$rXdcq{%W$PunJN`~4%np_s1aps0
z_H9#DHVV;ncRW>62<BGV$S^lvTqznc)#tFO)`CP+pB{RzFS7gvP!9sO)ka3Ly(Jf+
z&wF(0!!U8<^4@;;MgeC>m0%qaf|W3>zXYq>${GN+QgKtU;H^?fIE`c4fUw|3C%6F@
zrLrC+3!Q(juer`F@U;&hTCB+FVGow@UlY+{**c52LKc}dDk8!3EFszhk`h3)hc_~!
zeNkRTL~DDV`;4EKcD`I3)xN%w_c=*5LbYu+8n?y$zL)I>HWHX^=sH_muO~%27?_0x
z=1KK`J3$Iep6T<eF9Z+fx3w!Kjw`1#mIGAYFw0j#Ng3KivaNOIY+plNy{oS)mfEPF
zr4$0TmjcQdz}6y&9tW6~<6G#IWb*2zjlAy}y@~fdV>Sun5}1t=6r&1**>aostTGvj
zz%2O{;Xr;BeLBZi)p!<Q&qlp0&sVQ$Es$jOZBT6k+eV1ScpJ37q!jC`fo<zZ7Tk7-
zlVVJr8P|3~Udp?ju|#>d^CpI8I06~hqM2YUf^i7f4xj5=RGR6Geb9&Ct6aDbI!Nk*
z_Hzyt6jLhU+W!C3e*da<)%ch<o3DyqHQyK0bP`A_&4vcb9UvMMTcgt?xtJjhs5@D*
z(Eg2-Wh(y^evf()vXUM1u|#&v|1UfCS>($v7UBqVlkx%Q?2v5}%-td>aFX&~otEtz
zt7kV{U0xqt?hEH_&?AzI08bI9fynpSO^ke{9O}a}o5Y=4$YhQ5Crf>GZAJo<?2LBS
zZ({5Vhk4pnqHM*VtiFIv6Uw;=uFUgQ*5?WU^FD)QnXooW6$$fRmlT3I^f?vKrKaw;
z+&4j8kqm@z%54UzX4WHw69yCrQs@n#-)fQ}2yQBEW^hwUUJjyP3mL(UElyup;Dhfw
zJXkT(9=4ePj_nSn(I-1Csu4Po{WDb}kkcRAq#(HuOB5vcZDx=o2b;08q<u@Q(Lv{b
zo?h*HOpTM;Q*=BoC`AQpd~p6JN04~8H5>IdcEsW9z*wdoaaox(_G~U55}E5^U1fxX
zWap50WOFbi5=2PsLKP?^4(ftDUll!d0{~wSQe{Mpl9~qY;p-z=0DJ+iP(&1L^u4K`
zm5dYz?@0>9!3m&196%R>NcV!|3I@X$MlgIKF9(sXg-pS4P6WdVBN*Nk!C=vkf<bo8
z)Qf_l(iSrqDr1R)q4Jgx!9Zf<Bu`=h7ZKvE9S~C|Af`?UG2g<bXurwH<?N8i&3pNe
z?(q4X6n4fiBDuc<hDXHv`vwE?0)Y^3Qxx9_egcRWDFX50H5Wld`$k5*@R#o8o8$QI
ze%5>W5>FyRaK+-ZO^B%+4tSbs`(ueFjrCZfbo2=N3!;$seX$Qvxd-q2!WZ~ft4C26
z>ekRLyxTiMP@rDbuHE$PeZE@ytu1$t)*Y*Lt%Cn%Dappe@bUe=tyVH2-#!O?>r|l-
z${V~JB!!S~;TA@|%j6Z>;4L`f^W(N|H}$l<Mzf^kCciwjg>mrPl9h1q>-vKwzV^CP
z|9FS}*cO3<&zE5RJOnG@;J-?+{$^zj;NVb-5e|+W3LCu8rCQM|^UF>d{n*%1D_zfS
zfwwVxyQC;ti&3z1zOVVJ)hQKq=JUShy@1ik6ScQO3I8<_FqW+|{8Pv*)5j7dnBFD?
z+yJGRlmG&5xs?%cYk8ISbenJGgP@nPyEyEfwld-+RS5Auy9E*NAGQYiLLtlr^!bqc
zP>9r`u9QkQ@*lQP0=u<fq+Dg;CS=><CAj}LMphwI@_3*f1Ik)zI_hN&(Z9b8P})MK
z5Pj~bZ-`nX1=370Pf}pJ>>+*V1;E>hZ}?&vLTr%?1R*wTWeBl$D?<n=f}(THR-P{c
zL7)e{>Z_+e^LB|>l9^|VT(CBN!7ui53cRY|d0&G{<Z(t3Z(-{+Wt`foyT9gZm$U{c
z($aIJf&?HwmK2&UVAE_spkoQ@L&-oB$Ip^N6URlMz{CN4Apl|9CSoW!XWZJ#0OFRc
z9|RB<GVPAs+)BG6wu=}%UF_dObm8$(i$;{=Ww%UCXsSp@O$ax%!4gdsZMN}LF%)B;
zHlOQm)$qQQZ>)hpuXC^Ru5Xy?FS~<*5Zy;mjE%F{4}4GP+3ox;^|-jmJE)IBi-;pf
zY~vuXR7b-N-xeYWBK5l`eaRdNvIa-OJ=^|ABrHZ1C=v>{=>w<WF8Xk!$VliVwG03U
zwLy|89BA7NdbdcemDeZ|o|Y7fgo8lg4h12^Taqgn4zF$FaCl8#4nhbEnZn`NHr^~d
zxQ#c<_HE;Mu;@kcAUkL3L-BA6+oE{5jU|eQ+o9rt#K`POVqhvE=n%Et6r-?2V$}BH
zVKrh4Lx-6VX!-4VvuyXrzHBE&o{?io?qryv5IRiWVn7EV5Ojz~@fG1G03DDbpaWiW
z(bPM03quF^OPggG8}Dv~v&vZg&S$;~jpg)AlYTyiKg}+=I36k2+=E7eSYvd6Y63ba
zWONXDdu;Hoa5-J(3*R`^6I-W_bluKdW8DR%=z}kOqisr(7#QsQ%D2}_rmRZ`|9nCK
z1A{zCAz<L!&cGl`Tq#QX+E>=5Rtpl}4U$Y`Y`vZFzyZlh$$Bri5Xb4x?E(wDS%U4=
zVr+y1zAV9ZF31+Z0HKs24DizrzFuY4f(-3zSS>k9@ag_%;dIoL?L6Gyit^v3uMYG_
z^g?DH<54@Hg#VfoKbEZ%zeZ*`{HGzo^c+q6u_(o)1SbBfJ9y$xlviouue^gN{)yq$
z9QHapc;Y8jXyRYHJ+Rd^KySJYx8V!E_6^aKuK3E?V|N(0aoeC&saCXXhLAu<K`DZS
zRK}(xlW~5pui(-&`S%HkHYR^rD{y|VhCVv;VTVrp+1El>h*%e)C&l>UoRXD7rq2%E
z+nTh4_qHa><_L985EQcto#`91gKyN5WoT~;EJJ7dqIU3^zPV7<>aC#e#+g2skj|S~
zizKC3hmA9R^Cb)I!ALQtl60nTE3#5r+=eB}XWMpAK67@(NTF#G%>ua{j6r)@5B=`T
zEzMNMUe=2{crWWEsS4Tau%MVy=}g}<q3lIx`oLavrtbr&TAIC#Gkwnq>0;yRtRxpR
znsKJ@jAY@1M}lH%N@w~m;{`I>6)cg_uKbtL;7nf)efVGlBj)r?Uy>!BHDtoJI=ZTF
zs0!Z+QUe1LV228m6xzosi1xeq7+~-?Uy|gayjEo==e2~Lj6b9t>Qekp#veaL`g`fU
zNxl?)XL_~xD8a{B=r*_>;U{FF4hfWi=$36)Y?0u`y*v5PUOZCdz`jE&MZj}_q!7|D
zcdn{)zBm-&e<08|r7|Qxp^q_=Lg-^OP#{8~JA^~CB|{K+cy==I@W{&n92zCa*z3-^
z(^q99?K5^V_!zyD!N(&z34BBewUGN>r|hYz4PlRGusMpCXR$=_@+^1;Z`8>_#&aZ`
zC48bpWWY;A!~G-G`%-aQnVb-mqKpVX>|uQ)NDM>2GQ!|<BMf9E()6=n7>wfx5G))4
zukQ>Q0p)j@5#ZRxhXFss=4AxDDfI~ePCe^;*r@{aKoI~tRmNli&L7RUXcJJhISk0}
zO(cc<-Vi9@chEnGI=f1)pz}NKV&`|1mjkFXN|1%~@7%@CZ@7z{UvC#XU+Bipmz^|K
zBIkRsIdZ-iOXPg-t`N>A;3;Qk5(Aipfakn`nE3%Q^I1$(FowFLGS$n}bB)@ruQ~k(
zIENcHBzX@4213C3;C2IW0)YVMG8DT6egc3KDFSffH5WlT5Ka#=!(RfNAFrQGcV~I{
zuBz;RptFR2ge9loWJ2I(4CYLlHJ`x}%?G!!L`mm$3>FAJ2BO$A0HU*sA5V;J<}VM2
zo>oWb%~kvZ)f=c9_3{<)7rr9@RY5V{*H$pj51TDj{1N(CRsVG*Ie6fuCi)Ls$plW5
zlKi{XpF$pk(|;v}!0Dg62%JX$Dy|r7#B29JP^UEXr|^67RaJQLK;wq~XniQz-(1D*
z7V6U^X%T?|?%d7LwSi=%6klgIr}!GX1$6Bq**=&)wLd(7O90p8BIG(qa*?osLAC&L
z4W$e3UOnY)sAu2luNv!007=2yxU={+uB^x#SYdy{ZQP}5a77(-MnP?Vg<e>n=aG3>
z!hcOji)HJi??e`vV6F*+Yl5`-$YKUW0Mf47&5(Aryh@OE<!(NoIIH-b+^z87@~+I5
ziqs-_o3NYVZNUvVRATzIjy-?3foz{GuH6FJ8tqywst*x$M3RH+?SMpOsYmAu_c!zx
zTFLbBrFo6~W7Jnt9L7-eXMzG}b%zXxCl-w`tgNdy@q5+pf`ccD>xTcY>}I@Rk%4h|
z8M=uNJHz{6$oJKB&oqBSo8fWEP9C?N)sBC`=lEI}tIx|-BQNv*Rkb~)`)fiezmiUE
z=&!85{@U9x=`!jlo&AYan(#zJtZh1*ED0Yoe_Pd)WSTxYNeWFLcL9Za#nT5q(E5Pn
z3QiyW_we-5UtXr^gC1zLkZIGR?;f5y?%KmQz}o3dhrf$eEz0?_N2WS7bu7ZBXzIwv
z5=|ZXdwA-21!JDT`GVb?zHX%ZwKX~@eSO%*KVI#SN>g-f5fq4yrFCR<Ols%%sUw1e
zqoWAgrn{nhI65pc(2mdSu|`J^GcY74?_#ar!*Jq1BI5!oK>+h2l+4K3ahJbw(ldBT
zM#e^|Z~$kh>yk|2alS2_CJK%P=&geh#}&y+AyaNIG-AdUg-jSwxU2M}Yc<IbjFw7!
zIa(^o%M>m2K)i)a(Gs_pqa|!F1C2ZO@)nmxB?=eWO;Z&Lm;Trmh0A?dqHwuyZ-{Uq
zF*0eA7?@%RX$%jD84(aOqJ)@NchMG?{roO`ZOTq3#iL;;5_bj=69SDhy9}TK1Oggk
zQR-vx695`W5kLd4xoCO@;RH0`F98jBW6JKva^fa*a0Q0~O*UsSH&7B<kDi36V;F(T
z0gM>VFk<+ne!QQxV)pp*dU-GZ6tw}HB<(f$0RhBXL4hwo-$*i^bbyJgQPC&&`t3F)
zS$GKc>H~SlLZ%@&u&;lYIwb@$g7{cc2tl0M%Lw9KaRt!JpbQ$ERdq&&|5Np|xX2q_
z7IqBIOAti(1{C{~qFXe<-v&qG5WWfViEnnrH=yXNjr@^z=s0mCJZa@1q|m&Cpe8}K
z08$90$Aw4yd&68;_Ucp5Wu+>~p(jt6nrz$4X&^1;0h%Bh>Wc#b4_v`M(y$+nE#to?
z9>B5{4_rcKnF!uSg6U1d1EZw=0X#7ANyY=2@+#qh@lWy=SN`EFhu!-mV*pZxFaUIi
zUUHJ~Xa*$`@{C_^9O5r$AN8aG1oBa;RBNPc2DZ48bdSOQM);&cJeJz36&41(_ch{$
z%;F6wix|WcMQ;r8ce1IivNr8;Yzb&!?1WjW5~Mgi%)h>vL_AJ&XgENMH>5yXY#tYs
zqJk0rE;jX<AaMYFY(&O~Px34wD{*FcQbSaHq(6HuD_+T~JTtrmw#Ti8U`Slf^oJ)<
zNYJK(Z66qxf}{LCoiobcJ?TuKqc)xsk4mj*DsYa57aTaSrWqJC70iyRWf-_%ihsJ!
z7!J#W7rymIs|u2prh+<>LQ_FapulK510Ajo4;$0#FxpElnh&lmyemrg@9a-j>GE0-
zI#|dw8MK6ceKWbUz2-ii3{v*-WMEN>vbgN1sSHg9ld&zD45na-CW9&acrws9J_tLE
z1Y5^WAFT(B^KY<*0U^s)<KeE>BB?cDhk1e$u193IG13#5(6|$}MR0IbY=E{g@vPm)
zQDKpRR$Q|WqvA;&m+5cFp&?l~G;;U-M`*l-?NVr*qR>dxbtd~8C9OfS9Ex+KeiR=Y
zC;Kzh$C6C((Xsx0!T4CDK9md;6+cS~Ma4y+aDNCO*!Dx)X3PZug6$TE#4TAphz~4e
z3W=LWNL(~R;(H?`EE-Wr$iA7HP)MYsCKM8FutXuzW`Br~Krt0%5+yO0bmzPMeG<9_
zq;wBR>0Uz0+Pw@94)4_)-2TH(3OU0HB<)F<q7WWDxz~UPKp=R~52f~op8z~Sihu`r
z%|(+e2q$;|e+eE8@%vwFET><Z_20y3r-|n!%nFona?$J%UkndWIe-T*>dvmHCVJ!g
z+&y81Ez9c>4~~x0F}{eZYBn}W+Gp?AsSnPC_bhD4{YlN2<SoDYJL}UMbDy%$-mkBZ
zm>plVdQ)zU&AxiS{^0Br)of7l-8mg}+Gp8!=|&N@2;E>yZnVmlBKl9tjxRc$>u+4a
zzJEV_*Drg5&WNxj=>^LG?(RcQieV#}TdFR*JG-koDuvMu5UgYzj<r;R_Tu!cEqRUM
z1?U-1<#vc`Il6IL%au>8%vqVek`u&x(3iS-qxGy6{&b;&acb5gZCUs1cJ_Vy4R`L_
zPwuR{6?NJKKLK|lW&Tv-J^pmbwFY{7%|AN=<$)t0Dg8F9pH5lrU#2&=%u7{w95C&F
z%dmf=-)AKt!^bK@ULz-L8agjtryR?zu1~#^JKKK8fujD$a_idcl@FjNsscf{;)Qko
zcy$YvB>#f^>+5n7imt8m=Qgo7K7d|mrw_d2pPAGM8<GyN)FKCTkh+iqf|U#hSSpdj
z@BJnBpv|7%y6B%@bC238rnio?c%b(I_Q2(Gwn%+x>#WArgE9>_NSW|W#t~6*dc<je
zenohr%N?!_HSl{0u1nESF4VVA`+LS&_%T<3M1D9r_K&KO_C^N`A2vF`KCFS=N`{|+
z50Mh|AzpG-0b8LDQ8@T;0uQFO9|B@sg4fBsi@@|ad^UXK|3j^kWb)kkv;G(COQ6Fz
zd=7o=uV%CFG@J(1;P@H!DL8GBtWK6(`>Fqu!+ykYT7^1!IY}=flXRM;7CG%bDTkaE
ztYkRNQi(=Qoy&f|{T#Vwy=cU6h=rfV#fzp*Uo>ob2wU9`KLMK}C1_K;<l4nH4Fh@l
z>d?nhb!^W{74@*Z3QnD({joZ;RbH~bYqh^GmKyL_sc_IVcGN*OcIGot5!(H7ZZZC8
zQ3*j-ox0rLPN$R)i_oz-GvjqedS0qN`ATlMPX5h5(_Y~q`9%BXR_Lflw8~4<p0%(;
z6Z3pjxX#R-SwUy~?$5Q?ImiPHxP!i0-zG0!MFm?r2(MVqj@M~7=a(ru3)h<3+aKgn
z=HD>01vh;A9e<Ogc34Nc&LRX|7u7o`7CUf{sAG7}QinXZcx>Kmd+X*p#+A3EV(aGC
z!8Qo`iRo@}I1IMx<MJ9;4{BlfR!TGmTkrbW-^E$zIH;he7*y>J8iT6cK^|0TsC#4h
z2?PLAf&qY+Ty?=TIH*uK45|)1s1Eg8kg78l=2g|#7UoUXX-%?I)p}&7F}B8V`>}<2
z-$rc@l7)-+HO<~{U(Y@*%1p~HZ?ivZ_ztK+-?d!=zFQL%!M-b+v?Oo3!+yeWTgv7<
zU((yiB%NicMb0`Gl*7&n)-jxAsYA{ZlT%rmob<H<e@~ruCcB}&t9y33XxDI$MFtJM
zw@u5xZCL&&DslvV0+vTg(DHc6^&DG14CLweqgxw8uiu?Hsk&dUY<L>6SN24G>U2!1
zN<3s*zRDpUaGmbTNeFNqP_-lj<+(8(a^jgGws*GAo_I(*I_5m0ulCM<2BzZFb^dBd
z3;N;m8+q|jRf1x)<FY@#D6?<&#+agGALTtCW9zAxo$|NWn{TPwy3_LPSlwY_cGskP
zu!{7Gka0*;_8SzGdWg<XBnB%PZV{EJVO`;eyewNQ{mK-W@Y}T3=YPtpsfX{&F00@B
zDX*fvS#zYcv!}Jz%QCaulxdmXs;xdaHM?zC+w?YAsHrPV%XXG))i%8qY@wgNl$Tz%
zdGj_co9Ud%*{#Ccq&08bI<1-BG!6b~+q!w{mMxp(Kkz2l6VSxIpYx)_Tc)R{w`i57
zzr2{Y;Qyy0QHCO;8#imFN4*2L&?zztrbA=~&1giXFeBI=!O}g4jGS-}1i;`a=j(Jp
zXS9c(Kx85%7@2s<1q;n<{+tLD2PvTyr-bUB><`p>yv#Ykh{P)1?4Q(jNv8PA@MS+`
zUw??_*~<Rx7@O@`4m%(Q!|qsiHoVFwSewJ{_w4M8<--bBMrg;dY-iD>dD*{}x1Hel
z`*&?5#ot3oZ(}tXdP0s7dgp?YjnE5LGBZMug+tH3B0IW5v$T}7*6mugYS*e+qZZAI
zmfbmXioF;S2GmSXF<Q~aRoVFw#fTb+jdaQ@+3t`R-fBLxckv4s{+`oQ7qptwRv$Q)
z-6F=KP4i}Y^5*Ouot81Dc2X;Z(~-^7nzw-XXl&(cMSQC=A*4sNn^Q?=yqX=6)TTAm
zXjMuLo%2R^E{?P6HJdj}PfKsxta<6&E%fA!Il1~^>zRqQn>A_Crg?hvW@#wBb!h1=
zbg);mTg<7Ef}<AL(?hevV5M$$dLz4LG7Rhg!3hC+|C}wUJlcV;O(_z&drb~yC)Q})
zBrUx;r3Bz_8;V~aJf1yAUpthYRJ%=+=0?hZQJ5Brxe;U;>RrZL*==>f?(F26MqVks
zM(bvJS^AvK$zp(q60QH;p50q--V1Ue783Q96WNul;gYVeM?cXMS;ku<B^}-yv@biy
zjDRL3s&$-`qlfLwu9K7oRwyMX+B8EU+ml<jZU#)H__j?eYDte6GN)G6W;l(8WYn?m
zWIv(7qltR<$?S5;ty}!B2>5^Oy?1<6#n(9Oy@3G94FnQu3JJZ2^a23_(mRM0l@gi|
zT0jv6(sr|(-3=fu3@TMoZ1l1~C_#`aO{#zjVxb5GyQ1)(b7nSo?q=cp{NCq%pU?X~
zANk{Qa%Rq%Gjqz+ok>Ciqk1K=@#{0f!(yV7qR}89qu(U1g7l%egX=^kMMWi{b$Qfn
zvsj4!Q-(wBH?++S4^NCwO2W!LE-yF|=1o7HQM+~w${YjM=-Cih>X6)AR`CcLKopoj
z910v2<w>#4z`{XsVa)GQZbLOHk|~=rIv7>-Z{YD1*!~SXa_97K;DHeLZ{YcF2A-zu
z#^)KDas$U$quA04ipH+=vNV^*Sgy&BK3oz*%)_oB=3z0!+=E#P;ZriiM2tSf#H6&X
zG{jWj*Z`MrWyi9~X}+}JP?1f(kWrKQUCc-qQ=g5l0cXvPIQ5BVz3sV2eCz3Gw({p$
z?OBUvmg;Q9Z$LZwNN!p7){%0pnSYr~f5g>by}dIltHB%j3PX#*nY|HRoz2P5U8%-y
z<Vy;W>>8K$(`xGcH_~c?^Q+mp`L)!p8~H-Qm)$LK$fIL$7tAS-LM2i*uR}%$?Kznj
zt^VjVuKACgg%&SX7HMUi$A8Z_tiW{b^oO~VlxUXnQEnYIF_QKAD<gzWUZ3l&CdK0)
zb-iK}5}oTm%B|$}e~>v|VM`umXzEy~(uUlnQbk;|30){QuTw@VwaZ4=WMU&<U}%Fm
zTEVA8(}>YEjY(;7z#kSEyr5m!qc3}kY3>_dnMbsxn9gStq})(8yG-U+zN>XKS8mFY
z+z-^HTz%V)=6b<ef>0VDT}o@qvXA8kXm9AmLUUcqXKoEvj|k1Jy`CMjaK*!#%=ueJ
z^WejnTh^XL&b4<*=11DoX<SnXISXlTNrOzyFcwQlN?<D%XM{LUHOTC*dP-`-9&XL(
z<(}dMqNf$-KTR^f@^(){hD~W+;W-5-7KW6>$T+5S&D>%bWF$th)9+_=WyP_XNo<3k
zCB{7!<^+^F!I%)u_Qk;HjL2Zd5X{QQXBr2liPTYdWkr=NZnUvD@G)V~uFcYWW(FEL
z$Kp87#8y7YHO_nz<6_yq%9bsD@-!zA_Wp9s3<vcv3yF_UicgG;On||h=V=A3B>?jr
z8rL_7j)+W(jZ8>P#QdHIm5DHhz8{~N%~D!r#u~*;V5xmGyLctO<ij@jW;SBOALY(9
zH21$cm&PfH|66rFjdkspsi`+8ijHQx`ei0aQN`73>Jfs6(!;J$dRT<gJ(!~qJ|&?P
zF?uM)q_nL(l$OUJ1q(CrxG>WW*Xb*=Qv)(<vdE?uSGT#z6<KR;!fx}CR!_#z5)E{j
zAF08c_!13tir$JEyGitgKqR&j+p<&7Wd``x)X7<&$r;t0??+hv3|6~tD(Mergml3?
zaxj&MHi@-Boy{h(7Fa^$>I?NOSW;EC^0mx?YC;^FKO?h=S9Br-o}QL*E<|-efcLuX
zXpIH2Hspdf+FB~W>(-eOl5DQtO)myyqqVY4uI_D<=-x0(EBKV?qz(L`>jab1;-Dy8
zKgYU)PLlXynQH^3BD<QE`34`#EXC}+w<Dc|GTJt|n3=hTt!!%XW-H^&RWW~fEwMe<
zi0_cDmI*<111J;gl#^*umva5_ZIkq~7Jt?|J2Q+e9-OJ~oy=3W2)#mX(yRXmnQa$F
zOe)8^uFckb-_ZGU-JUdOeyn*FbW!;FTenv%8#I<(oLOEyBJ>R#DW;IaNGI!CVkGo^
zNoOtetrNL=Pdy9i+qpK^@|B|AfQmIVk7UJGOOjNQ%b|24p}oT{?Hv}{+k;sO;ZveL
z#OT_?q_nL<dnh?*??u+`J=hlRRcHxfMJp`}wcyPzoz>jT=D%x;ElHco!rr!Y(CWz<
zR=t;5tOT=E@62j!X-#Wy)~C<{kMg~rxmu0gOr8a)_b+A4Vh>kas%kZ5+Nh|!YR<TK
zEgx1@yKZLJc3QTDbis7FeGLSBZCz%;$Cf2TE`O4<;FgDT<}Qn>sAD(t22S#W!T#Od
zmgd2Fc`hH(Nl|RL8UQzMyKHv($!6gvn5`9jN?N)N{GqorCZ)werN~d<4`^u{_mi+Q
zmc80iOy`cVnQw1=crf#%wpvD0#5#B=bA_^$x9_aOnZKx8M5`{PR$Vx0QU!J-BLnW&
zmq~F%=FGle>DmC+kgv|qXvNAtw7eX081u-jYapW5y(F{YW4{t2m-Wh7uyxsxN0#8~
z(FswpG^z+|-aITOA}KC5GB!32elz{ZQr9~kmWHC@7!25J6-=_$WIsN#H2OcGsIT4-
zy1VHsCThWYZCoCr3nuCAuuFG`h3@uXwnF%n=ngTu?l38BtI!>`5a<prD@QLGUc(y1
zzN=;hFWKT!V9hPuOI&GFd1UKe!`eoxC+7lJ8MOG%%v!8mO>3qayoL8d;4~UecocIc
z>`%dl0d_(dtXTaZYk*c$=0Iv49Aur-47R3D&&X`WCR?@I?CR}Va5kZaHJCMToYg#}
z3zEoMHt^s+By;6HR6^wPAvp^c%-S}|YSAP%A~7;HDJCf?2GtxE78end5EC5(qe}jF
zd_)usAS2_V<5_q_R*bV!H)|+V&l%C(sw)3?sToioWDza0G-WK-dlXyIA}dL%sLOd}
znRy4d#pSqLgyUkCR`4lNejE5hS3V}C#cdIe3x9y}*E^M%tjdb-QcUAc%fbd`)^;Yx
zX2EadSL^64jGT6ET-JVdsZemyBx@7g2_gjp(lyFxy>J8g?xb`p_^!->l>An@H7}6*
zA8=r<X^Yhwau_qpsx?q@2bOtp2QDFUIk21s9oYGW)mlY`r4VY{K6Wc~KP5yi=aPx|
z7O<;r4~w?lgINmUQ_{AG(c2c2(zc4WMaiLUkMp2NoA2pMtsiT_TV0J@b1RRGkyhCF
zg|vKDdyB6(OFwLflN1B88u`}Kv$DQLnc}1cY{OG}5L>g{nxO`7<x3#2A>Whv56B8)
z-*3*V!HOdx*QpiOm%;U>9LWrVUh4GwnX}m5l~(AbbjDlxQpm3>tx*lY>Dny=r-QwD
zI8uSEHXO2ozhQ1!DF$*>itlqeLzJ|OMB{QdJ%=bVAt$TA->cwOSw159Vt&>te=z@j
zE5ZD~emg5ESTEOQ{yGn=jH~b3>T-dt!UZr}EBKVCsSW(0s|l0R;<gGGfImP@oiP6W
zqb<cG?g3kQ)SLHS)|`T?c^!OL>q(L_hW?#hl|h~$_SyScS?W@u3<!EXIeLYfw;G&-
zRIrq*V2@WGoR84iiS}syQP$R`;0>e#J?;_nSr@V*LJlK|tOo-R(!(X4E7yZg<MItX
z$5tl{P>QO9TTq*?D26uI^Sj(a&o8z4VON_U7Hz%<vlYUpq|Fhdw>c)IZ53^fazmRp
zal(N;Mez;Z=4$ksEc}nm+6<2A-O=jl*lj%OzzMz0YVbCwm}vy-^Gj9;d-M0K_tn^K
zVuAygtCpOVy!=NNoPE$)u$*35Rh|BSW>t(<yKdtXoXiDznIT;;kKCvd(Ka!`(b;Sh
z6Pywvmv!q|cu7|m=GF01$BL5Lu)NX1dPy#Gb|=~pnH{XDujxe1*#l@FmeM*Kys)H9
zabJT`P@3&*<DQ^&VN;^At~G3fB(306q7=mFO2MSGI4F(=aqtHyWfzZEZ~`x!ZRnC6
z#{OxSJ)I^yzH2c%Imd@wPjDWuT1loNZL6LxGzKU0s$zyZ?CVW=CUxyL9;)DsUQbTf
zxkL6k^;4lhNY)iNw_|oy-w$<;yjk~m%+6HROQMC~tRCF*-6gwM$QPJV)}llyw0K+R
zCA6p$2`x%QR2&0^1UQF<+bU@4pCCKVU3S1vc-Z6tpb(v0=u;wxGEpI4xD@gQSI9|}
z;WPM@C<HOOLNF=qAXkX`;Wp+s%TxzX?^Sl5_$KdFMQiSKX`qRd_Z{iq=6$Qh$!O}J
zc^~mYb`bmZh3pKqxl`^V5Z(KhtB(jBn*Flc(aC)XGHw`}9qOT=S<8LOFCLbCo25OQ
z<)cFJR8HdXY$tGc!qLm-iu$6?MOUPA1SqnJE+Grg$*ShOGa~!-3eJ|l=DlA*nZ@q+
z$a3{MBwT>4dGJgmA(fWlQ|3}Ujy=lzwTd!_Q~zDXmK~zg2#rcKPVUUhbxEAunROze
zM~R4pWj(`fRoL)|?B>qm$n3MeRSMozm8bBZ>%23ZuE!eOTb<pEwOEp!APFz7#&zfE
z1fD?}T=VH794QGeZY7auKzOvLnNH#0Gug(~SywwXO6!f)>4Bdq_?ZNsX=#(Hqi8(Q
zMhUiQ;^cHAp1G4NbJ|#^IL?lxf&b6q{$HV!?TB_CbCJW}73TJLC)-!rpE8=v02cFM
zmE(GLEjFNwZH9WEo7>`}xjhkEgZ1cYTdr2v&TR}*b?Zo33)XR0XUMJNt!}mlacbyx
z9;ab>|Fw{i?I4Tn;S!NhZ41oe5*J5?!8(z!2Z@N66lt=>Dqd01aV+Pj>|p26@3X7J
zpNTQf%Ej4Hig#>8QesjRtGvJ#<6Jq{=B0SW#Uwc)YmDL*59?QuE7&>AW~-`{iA{=&
zb3(=>NQsVizJ4dW>;Kb?YXal2mqw3_@G+i0ZM~hxrjrY8Nm4@zbC&8X%qV2LFryGQ
z<tOMT0<huy;ZqWp5Tl1BOiJ?sZD2ov?7&VY@CjqegX}qcDQpU6qSl`T?BBJ)#Njmw
z#b9<gU~w53hQ9tc#PBH~G91^&C6%6l4PvwZ$zHA6g^56_ZX%H%*s5xiBv#J8AJ|4U
zR+oc7J1rB5XUZ8{^N?kjM>Y|eh<pEfi4A$bL?leaKtywu+l_M?E8Z~?v59cpKIfdR
znc^KCk&u`GcJYO+DO(?t^AJ*_lM-V~5KY*r<~e5p8yOuR<%DcN6CaV706R1A#{ia=
zkaHdoG0~Ap3@oLp({b7M|3(?XybMo9vs)O=-o%_FsTG9L7+Qg1&oY<Mz%9XOGz+mQ
z=fS7MXb__t4JM^IgwY^7Fq#||o}BZmb{~_tqk^LGWIvpJy{!EyqbaVyiPtsi{q0UT
z=UP=!E9?*fM7EB-DLGZOyD}x|3=WFdY@vqk;1R@iz_lVvPtK{%PBykjgoNyHvlasr
znrgPdEG{`|s;LvX0*YKRUDL2(N=~}g`U#XSx0ESK<_k^jZIm)ekugbZ__UlR&PP%9
zu8Mb5gbNd|b{F+2im}JAgckM~sTQK6G1Q{+Oqf|NYhj<Fz3>Eq#2xGgN|!*%ig#p0
zVr+a&iAX&ZFY#x*nx@M$MiRx3ci0AoAWEJ#^9fQ^@<4=Au-<X@YR-ftyQ+A>`974R
zF{__sufmF7&1uGl&B{5iCd9D$5%#7GTFj5F&xBv%{8#cPsCHfcDE4(rdz@5>${yq)
zM+n&==9?iq_<S<}Yvm805>G&k?g^Nb<^x4h_yo0sCu}cS7C5f$#&j~XojXca1isZi
zmC^dBuE>%D7t-YAWWwN~cz8Cf9N@$sut98&EoYT_PI$>~;8ijm3hQsLs_m2*I@|TP
z&+rc@@DeXYxJEL!M2pZ802S3^G&svmB$Y#}%!`NC2NHK4T6H4fEHaT3elWE}RV(b|
zUDw^^IZ2^9f$$NTK>TWA@QNH$z*YC3C|xbb`i`ntgAGr!HwZLP;cqH{uk@RWn=bv`
z6#DxbCBFin68#}Y*B>UOofrB;=Agg2tnWKH_q6UiU8?J{ldCRmb<XF$&**42|J!V_
zaC2&geU;iBDvTYUZKnNqWh9Gwm>q;TT~&Y00#$X<8SLZ>G?5whp*7g4V6&fdb%8yt
z221`eJDGJ`XP*`_9W%?yF;LUGfL-T@0(FsSgl-Hp<acMk%n5?Uqv9`f>XwVevy=%w
ztoT$8ti*1%mserWE^V{DS@~EzW(fx;S^8XiDBHE!UO|au2RGZBt5I>z)XO<@)&D+^
zF)Dk0n_W|xFqY4@*^{Ii2xBqSp!izO+f}}EH<R!1mu#V|Z6HjlBNN{$$5sZwPbw>J
zw^t63sp+St(|0bup7S1C@J&uI`*pj$O`wMyvRO^vDF#*3+5DC{*BVa5CQpM;iB%y+
zw<=6Z8?}?7f*0^+J-_KF4${D4VO{p{W=;(@_lKMX+7FnM;={MX$Y8~=MoES#CCi4b
zeeda6CBviH;JlmQZ$Aj@qnI)L21JtgZsokKJmPi;sk$BB352HUcFgXleXBDS#`x+n
zd*LW}uc2K|j+nOr_h7as($Op=pwP`44di5v^)U;t5VuC1Mp&bPhOF^qlw*xoQdB%U
z-N^wv0*MYEHm9Q_2!>cO@kxnn$~aRac01Y;R3<tiE|Kkvc7(BB@sO!@C&&~Hi~5mp
zxMK)p%7}3Um5q)_f}^^r&zOJ}=IZmJDX1)*c#n%l{>grLcsenxMHmo*p`Y&M2w~|7
z4vh_p1>z_e$VIYKeH_&*!A1a_PKk+1iiCgh@ho+aDV05nb<D4b9Fl+o3=E?pLB7dQ
zbf0miAed6XY$F~8ej4P8kA}q5f$*zSkhVS`;u7P8peX}ErdX&R9Fd6!nfTrl%9Icr
zgJL#jq1_w-esp}AWW{L=)QM!RT`{Jl4pH&(k?eFIM>YQ>IMJV!7#S6t1pgwTq{w!T
zR930GV+jlF>8OY8TAy7_0x0_#6a1E~ha-rs9&D<|zH0BN#bzfteA&eb@aNTJXtWJI
z9BaK3A`%inE2)D`!HYXUo^>r9e%^5radGh5mVGUuiQ?dhcU)XN?5HGR>8wRN#|SL(
zS+=~Dqq7pnPIm!?7Wabc6eWY!s9^gL_}$^yWJe`cY91e!GQ>2NT}d~Eajk{+ag1dZ
zT03CZ9hI}8k0aD85eTTNSkZ)-B-pxve^D`1)veCq!%V}}N(qrMk+6M7T1$$FW>Y4a
zMmQr!m^P{Y(UCDx39tnejq)a-Wlb^-W*>KOZ2i~zxJUeJegD(e#|Aq5lo%duuMTvK
zkYcRp`wa1tMyUaXVw4(C$VaIaFz9;2r=&kZjNTt%Qrc66e3Xj(V3bpnUw!o4EYl0D
z>69EFbyOk0w);iQOc5L~UyseL<&4fSg}{to#^a1B^i{;r;6yCr$)x4j{WWR?yPIhm
zq&Z|#yi6$|Pr^`_{AwYK9ApW09?LSVg{!-zWY(?#Lg>oyaw*zM8NKlXb2oKKAzS~z
zRL28B_j#sH+9po~^~{h`x`ah$Q$6i~Cj$Rm(_AA#-}#o#A$s-2qMlqSw(+59w01>i
zN3%?w$e&L_3`Fy%=eA%~tfoQgy+Ss@YI;Gt@6I7W=TL=nxKqeZUzpY|;Fgrt)u!#<
zv;;Yq<(aY-t^6)YuhgcU?WPFLUq(}#mfyvW+fC0I39!ae(E+^ZGP@pIwDX$7lu}lU
zmf2IOq?nd6no5n{#cs|sH7!NZMeE@yZ_#|vdTHj`0#i$Es3(Hu3rrn65S-d-YNn-o
zBAB<(G`kc*IP1E|)KD{dA~?LrG_e#x7j2QJyw?g$V@l->WhBjeo(O(jY#LIEpo_NM
zQ{IQn)W<{Kqn`5qwZxQc%<HD<YFyJ1kJmIqBV)dAnnrpRjE0~5mM<5=EN_~=)_#-=
zMC+FfD2%hc@dUOjKezOfoJ?4|!Cz=q2Cip0?d!d}#JX8{>zvyBK9-6)wvg{?(0wf4
zur{yX#}c}muRQ@4hR8#tyI2fm(Xt7@izQ|^u06?ju|#7*@;uEzN-ItsWLZ)}EM0<2
zXvE0aKm*17r>j`{K{ZOQV$mfK{f2>CR4X`mkiN;37Vx5nC=oT@9?v?CS`x;d-VFXT
zNtP7Db?|rzBSMR-z75#v-@F5y>K4;#MVlq%<8hlTI#))Mx6j(m`foFxFcP>$RdJkB
zE}KWyr7}CWsM?&{m4S$&>Vxg3XW8xTrUTkWcXG)rTX6EVU=kQoKa{c>LTc_#(;7uP
zA|=zhh{P$1bNciNoZJjtlx+~547|lJS>gKKH@?^PQn{(?SKr*$lZ3syU43(Xx07Fe
z^FSE=bz$^)>y58eG%J29r@FZG#(xiAYNbnWD(!J;Ufen)5f$>~qHxUO8bOeLbRuEu
z1|ssT|8VI|i#^=dOD??$(Rm7kH}Hf-f>@SyYF1-bJkH*+%5C@Mg4_J!8<~a_3|!g#
zPrPce4ZoWvcyyK)f0!0)gXJpHh-QF<5vJmd_|xQ6v=^lmcK<I3{F7x2`NNBQ_&COp
zm%7Ub4@~W~9Crdg%m|~ntL5Qc)D~>tpQaY<<lm->gm<+)EUVpy%c9EtW9p(UlsUky
zWbI%*O{t(lxoiG0y=j!u%@32fCCe4$e)y5h)6EatdLTkSEa+vn6|^=V)QV(cs%dk@
zTu(bJqp4|%_OK5W^Yb1EB2;q&?UE;gk5zN5k-)82YsbagwTJup4vC5E=WJUU^L<tr
zZt-^l^rNEvEoF4~_@_C~KmG$x=k#*sVnqwwD>(_(e|`mXq!uirss4d`Sxq1F86$yP
zbvpB+{r5h(I?jE*W*=2+BbVXUFL&phT0Vi3Ti6m!X)q58TX@rx?;yP_9<1o1r{OwQ
z#3{PyY0zHYFY}9@(m@8ioeQwkFVh`QhGHmi&>c^Tg{|6XYQ^Y^r(EPNcg6-H>Wml5
z0+8wIL?T2Ph^RNlE1s0qSkM@DCCprb4QphM2+;{e95N76$Gf+Yd1|nSj@Kn-0-JwT
zZO&#iHV@Z|WXY)W-7R5+ak>cmvHRy#IL6WhZfw&|Ncni@OAc~gMw3OI*vn#@nNy7f
zZcg8y+ksp*clx_BJ2$5v<bepC-dQ2SJYUhgiX@YFv%BXw=_6rxe@msv4(Xg6X>P4*
zK~LcH0_Rk{i2H&kPHq+~$~M&Xbd0&!H%>2x8}H*T&eB@zImw{^R^y8JX26p#$m$7F
zqK!jtvT?c_%OD8axO_L(h$7w@yWNeIiUP<sZ(u?;|B@^tX-+2+Hg6yzn}6cvSUFHf
z<K<X7N8t=INBt(c7Hsm1=JKq*Px)u7{OsN}|IC6Wn7afTC~>O?c(c==mWQ8uG%}ZE
zY=YTy|6FaN*%2_x!zdSSmrP+-lI<;>%_o_kR#ayZuAY3I)hKN(w#<k48H)p`(fDbE
zpZfTD24j97{FKFyil3cmpHBSDz|VC2yo(Ip#?L_f^oNgrUI&Y?6MH+cwh>!9u*`y$
z8scXsUN+)mCmzz#9+Hki2uVkSdy=j;ib&GYScatg8*wBZ#Uhe!3W`Y5QNyBiX}wTH
z_EMvAQ`xCuupA8SQjUF}Vh<>f?FYk)Xue3)ajN+h?F*!!QQes$zEX5v#^6d3dsquL
z7TUgK{z<zbr&0G-9A2iGRxG0_7~LphU%zZ_V<f;}6#4_^m6w;~^2G8|w!`Ypx{qH{
zoqaLQoS^ycbCWTkyo8}Z@<S0{XexNc{EW)(ziRHO)s*t^z)7-(%V?6d=05i0Yv$%g
zf{o8vyJ#_<@_stQ{F^Z^HAJNi=4M()PXyy;nd6KE#C)KqyxlU)7ma!8v_+3hb6;(o
zOhDVq<BQ5@?6*vFf(muG|3zLcBPj)cy}iYHmfUtc_~*)uDTL@mfjsUSh$#5)&Nd%X
zv^U&ItLUU+jiG?`^)<H-SRmzesf?BwcAL%5u#e5=Ol_l-g=?(3cW$D#Lq?;<{4k?y
znB1J5Hk+HXV2in;2L`0_W9|&pjiR{>C1P_);@99cU;AY7orkRE!-{rCE&`iSVpNMW
zy7_oU)N_?;I76HBlPVrA1T6Q7<Q!xycp;!xNk+TQBCJ)*eZt3Lu$>5(0oMM6_fvqS
zev0k^G!#o?F}MeCV&#B>S>=ppC}Th2eHL8|7=z`>J(YnC^;8{Yk;u$+BGFSBh^VKM
zZU*#lZS6Bq9X#XPs#8W%h|W#)QU-1`WIO)0c}##I;9wU7!GqRHX1!zXrA?Nl#F1Ly
z1PLQ7w;a0?UAC69*J|_kURs8f&XnD`;Vkuib1Tgvqbbm2e8PTt-yCBkpy1K>19N|k
zc_R4d1M@Q;2xfd}PS!r~K;W$SkvT*0K(X~>b9=4OouUj1&y+($YI-19wAS2GJMK>6
z1thHR(Xt^PC?>5lchJ6er%<8dKI_f(jRX_~@4M%9ajz!MIH7zmvD6f=s_e#0b7ReG
zzhv&NR$aKkoMB|{7W(RN7nC*0Ltl{0&MovsdLTMIATN?N-E1ykJ#x(c&L*49@roAd
z&Llwh<!H{N*?vB5Z7gMVML}3n4|2wBHFxmRx=6`90=}~yrjLDOG*!CGe%5pcG)HNI
z%pK-LZG<O+iaX73mLjOb&hLcz_RH=BUci~9j4B&kiXxmXFElsQtnL&l$W%OWYLJlt
z6(Kc89B+;e|EW3rcANWqY46KrpmroqEjg#vPvGPhR)s1IMnGZJ(`}!h$VIzOJj%Cy
z9+fk=&OXYweSWfEzwJ}K1Y+Wh0FV@E@upABAPGg<dP6goiK{-<d;58KbsdEicYWT)
za^*m4;6j1+sRNRakWuSIBG4L$py+(q*8lgO&mj34K*R0a6%X)^X6`iTX!O<;9gU$i
zsiS%Oj(K>nhmOXjyD+{s(EYCY1+9s!E?RYLC}BjDaQfdfhpAekl)?kVbN9{hT8fOO
z0Fiir-MDWa?1A9QtGN}~Yd-;1KTlNUem0*hO||$JbA&d^Q-13&<~qjwZn3umcT~Af
zJoe6#*}27Dv0!B&qG4z7Z|19tHeV*C9+XCkZ^&qBhWQ8Bwm-~WjRbBnsV5h3&H)~x
z9TF2)h^B$+-oMP3oa_EF?^LuxDGyh}g1@0b_seK1zwiJH`^Q|@NZ?j}A6~xmKb1fG
zA&hipJ~Y3feJ7Vg)o=62+(Ww~qp^5D%;*{@N3(Vh%`pXGxqe1^H))>X(p>vb(kxMO
zt$Ym?plXU%=~K6$BgN`xIZxkDpWMPuvsZ4Ksx_23>B?;(qp5Kle#$331_HP04CF=E
zeL~T0-Gnd)gXvK>L3i&yBTGU30^Pm)yo{#afbQOX1|-BSNxFMi9S=faCjeOL1n}Nn
zO)kfIEhFP$fSUa&Mt)~V7BZDXy_}bC%FLI`B_Gm>M5s3qVK2in7G`LMYn1-IT-W2}
zz5m{EDcv3Q@8!C9jqksAT>dxjxcv8W-G6WO{`XdIex*J9w(#Fuz5l0f_2!rBsw-eb
zhAW2p?YjDaNzCR9116fy!Ko2%W*?F3dF@agnY%jRjI;&fnl+ScO|f+^=9Y7|9F?1_
zsE0mv?N9B-vD;4kjKfv1G5BeWp9c7;hlBZW{CtZu{%iQzikUazXBvK{!bjhWLUwjy
zWhXW^Vqqt88<E<HjBh`6rQe%V=`>BH(rLkzN)JO3sC1g!Qt6jb1S*|c2un|!@G1Nl
zy-~TB`A!p5vsQU*37B)V;+ss>$L5aFZemv2WV-$--(>n;!Z=}*=_N(`LqgFZjL_c^
zBX1SSRAQ^>ep+rnt-?V!{(;^ShSUMP*sz`zf}DrP=Qb##RhQEF1a4_gZZoa6jHWq8
z^@D6_dhV#l5kz?)aITw@+h6fO(d?z%c<pIV6gywaZRv?3bXsnN_N)gAwt8Cb`^F-0
z;uE4bnOHxS8-h=}C(7(-%AgYk^VyPt2&Ucl)a--I^lEOTW|E0%ZU)N<)!B|E7C-j-
ziYj56UCux)XgbJpUdv4}lG4oS_G`K0w6|meeOGJkjNCpdkkU`@0%zvVRX;k&XHS4E
znwi_w$d6`ydObpUJu-m=5B$xP$`IB-$6K96vvOZkwBu5;WDMtIG*#vJLH0vt?h+$`
zThX<7(MSG6(d>A3?pU@fJ9nG*yIc;nDcRy98BN9ievpNkU_-1lfyo5MTltXW1xVlp
z8QBXP%honhxCt!Q#((|~0y`g=bKg_67`YG<_LwENz1B)bldv&|*l26+J4OPxqU-Ut
zYH{fCYNE+`Da9HLlqTnoy}NvvEE$*`zq?#}QAU&5{TD7TA9je_qub@>(?Nci*DJ$V
zxRyJVO}q@#dV_?twhMQcn`;FWEG%!_MVozyFY}gMW*(A{qRG>K120<PT_#IUKCBao
zX}^Jprv3kOx0!zgb%NW>rJ9JY)gTmgt?M`DjtVryb=;8yg)e^S9mihSl-ox;Bv+Qs
zP92aiuIMhBtSLXZ9JM)jx0iNK%Ex!+f}FXnv@c~e8SA-2Y@IVV+DJgw?Xw+1*F8@J
zZ*R}-=0@-`yw_H9M{bm+9Cmj_5QT4=8Dyd&ZtZ{|AK*@*f=uZ<b4|t~C~gK9LWfje
zCLjYoUI-x*sA})ZJ#VCfP01IumNJ2>)?0VynvHqUMWt>;oV=D>oVpQqcXF<e3f;L|
z4<fc@4Ebr{_T#;|yWrHUECkhl!9ECGlVvo?_Tphy?UURjBY|7^Nao>V<Y68@hD%Hg
zQNG^(+ykmMUrOeOJoT_5&b7{Y0w=dXB+53_lL8UlssE8&7U>M{)Ymr4Xwn&7s{hep
z3M>3l{rw;VE)oI~773?nh7u@{@T>GM9_DewaFu?@1uQ|19R_lW9XDkmNP9Ywh#dwZ
ziXH#nr4MhA{d<@GzwalMJV*z32mSASKSA83|2xDNy1gCl(wD-D=*SHbf;#ef)hr`|
zJ$2+I9W$MVZdKhfK?^t{b&s^;=`UeK>~{Lsu%wsK!le}V&ZaBx0Ayl5$7%5dqJAET
zu!mx!Yg^uPz8PxCRJ0E6^Z|NbA<j^z9AV19>FujXISrl8oiIzTs=Xj3yLUQbYiiJc
zVAQFeC05m5mKjmUNt1+GGMYNhmyfVU4K0fwM=;kD!GuPZF-8Kno>rWtPJg_pZr!73
zB!gz$#_4X4C2W!fgD&%two}HqhUgzDaI<_qyeg2=+~QP^!d1lBS#COlo#ilg3SLRj
z424pU$)8F1`bf!0dq&7t$XxCy4OG-o7R%*RN2wEuj?zE`MFl?jorG#0-${7Lu5QR3
zBR!L#7bCpQPz-rntKODOkHcoR{L0W;?1$c#*8;9f3o0(tELoCTI4QlH^WF9pU`49I
zQP+x8@KI=#n)um=Bi=pu*^1N9P58;dKQr;;hb`lSpW`@~IEtS@B&&>{v(&Wk(buMs
zv7MOOiJ^^{*@%&ynAp-rA_qHBODCjB8VV~U4NV|OnvYQ=lIB$uiKL;ZMA95Ukw_Y9
zyVEGru_Mx271p2G`&$CaV>7{eRaL%Tb-TZ%o7M%ZLF-lRkMi}ZjxvT0MQ8abe$GA5
zTFNWhKsgZ&C3FB{<drL#UaVY=9%vb%jg?6$5{{NIq_qJ@o$wp_AXR%sO5w{C)1Cui
zGi5Y|fLD&P>d#xgH4@OcUYAQ829`_Xp>wg!j;vlM5;trah-h#>d59%X)jo134bVx&
zPs`UF<zw~LQdUt*z9MsMxMiiP?U#~y*wi_RW5s))z=?v9P9e%Rhz-94fftQSo(1_*
zE|3Q7|HWrPzLN<dNXgHFe0h{F7toJI9{ViFuTT+;VUT;(YRj;a7eO?GycEaaNsuWu
z;l=WORV}R;z5Y?*n9I<_?=}rY6vl!ui_4fvp*oQWV+JA&WBmCKr7@N?iogD$6N#W?
zAfll3e4gdyfR0jwxHL<rYirmn1GJ8^Flg_A?In!JUycpgpw@E!WV0M7qdg;~vvxSc
zzCOnir9CgB$?Bgu#wN_QEOH~jTPEn&$`d^hIM=;yVTzH$%}>N~o-8Hz6N}8x%}>On
z*+4{ovSWeeT~&M2omBD@@pIwD$GD#?l(M>7lMW*tUu?0nU5hOzv`tbLDJ<-i(bPbj
zj`6F4OA{<#V(FoM=82&F8<vj75@=+g`<6IVx$g1uIzit0s&-dqPXm~FOD)OTZ!#Li
z^uvs<GfS0N-vVoh2ijMbLF6m{nPk~i#k<E?jpdeBMgsV8ZaB+c4i%~8i6CT!rMZ#7
zt%|XHz<BHNRb*}fM<~&t|5dAP@J?XKn>KA^Q9QkA(@D;NZ`!DBKI7rU?NOTnpYiws
z$q+xLYKBr>5852|@hW)W#qaI+*<d;6qmKWKzi*R<<;Vje13g8MS+Xc(>N=5#AO<3e
zApCtB2gr=uZ6)v9gy^Iqju=QOj`ZpcKmTbk6Mp`aw#U-lV?;T;$C9bNC(A{h=Q|Qc
zxQlcBUdv~ywna+e(+J&$TXO}=#N5X}c><C6U9f?OeEi;i%LG-s;7%&}ct>8|8BiSV
zPMngm%0BLlJY*TAX!oRK?%#V3TOzgJWi%Q8z0X*uBbI4K0ykUk!i&EBgrey<`n;o-
zTHadC<C24s&z?PHNz=k*G!<R*I9q($(#J^PR&+OBbk*aJueF;SiFPtHF-;=q!J>|`
z6x3zYgGD`MG|d|D!6LQeaqc|$Vv#b0T^kD{D!@^Xn+|Vq(ThcflBma}7mL)X$N9{G
zo-CSz1;`F#pdyDc%QDPA{YsbM5*pzz1{(C2|B)Aq=0hW(H<r9u6rxu~c%wlu^2U*h
zb+AVtJgHb`Yis4Iq7MdtC}CV3x@fS0d~yD&YJIh=Rw(7;c5NzejnMYXXfm$C<IeIG
ztkudGDbTt?bRQnftxGPP`|xF%pIbjY-UAW%aD?+rC2Ner3VW*l&a;)QlT@wPor~no
z6FHY3g<;>6vKrjEdVqD1s+B(>`4q|{ahl3Gl{vv(#1khs7ZGI}s!ctO>+Pq7S{=DS
z>S<hQ^1Dz?<Xnb#p_Do-^&QJ-cqghRD;Nx)kXqJ!wI#@idtP<e%GH+P{ADPE6y!eq
zWvJfl>P|~KJv2qnLG{A2WDhbBk_Qc!#UZWfM8bs(L|EGYC!T{+C!OFvM(;uCLJRjY
z2<__Z#s+#AG?!zA_n)c7zU^%t642hmn7U*p?>y1R3cq_^e8M%0pN(y2$4^@vTqWb@
z5pwt&KP$1{ScaeB_!)wqHE6P{@$({nM&TzH8RX!n1Af}UN1xAQ5q4s4C)PG%YX_F}
zyJzHQCtfz<V<#Tcte&K!N|SUnl_2SULlH?j8Wxar15rehj)D_OHxxxA>8M3fy0lg(
zqV&6GXczIjXKX(hQrh_x|NH*dmfCitpjpwT6MTxlRmRX1f9bQ<d)grxjg}aC5Ha%P
zUZxb2`z8aeY1&1ZlqNgpBn-s{;Kk;zhRIHiLDo5{_PvzO=m&Cl4Hy_7tKXkseV?~Z
zH0Gtw`Ns3s2HI06rHWDf1cEUyzyomx<}{OPFvJ?go<C^uQK1oBdDjoI+KhQA)atbs
z_m<0bp-{^Tk8n=puX_H9JgOP;Q<M!!wT@KQ_@!D^t*tCIRVHDiHB##=qe;NFC)wVS
zR+9&U@uRGbw85STZjZ8N7zt=-qDv?)?Q3<C$K6DUiO>?GQBmtLR{t{EOevW!PUxJf
z@VZWa0w;>#I)y0P&^k28X%UlkT`Q2w!a<IB;cc0Wr%?{Q@K$h=MmbLY!rNMQ>O2f{
z0GaBQH;koMRJ_^5bgQ3cD2xKN{<@p`$w@xgnT*f7?Za~9P;DTkP<=)gg;cK-iBN4I
z!qE<Y-c7v*;^KIO-gncfM65JWQLHSqTW1Aql{~_wos@U;;u+i;&|mvUmWJj8e@Pfu
z{u2eZVCUd`Yg`%4_mt!>WO;PIN`Q<;%kzSad<Wm1BAn&Svo_S~yHlvXr?$<vexw+S
zaC0W{<8WC>K5l6(vvc#PaBgJ=BAk1$+Ka3g)jp@#pNp*1w0<%Ns#*G95FiH2XslUN
z%;=hNmkCRKDa`otZD~G376YI0?tIjKr`YAi)+xq<-CV6M7roah?rPm7CNAaR`i3)n
ziS-v%n<FK=yP7yWWPbuDH&+v78=8$=O@Hfeja(p2DjxUNpSE7kN-pU3&fl6-e9A#r
zcYAo}Pu&Zm<H{doBnNFiI4eLiNJqX2Fa2o&UIk5`;?wtvTdXw#)U&6!m%6?DcLs%$
z{nfyZ{PjCoZZa&LNcgLPh-84L|DFz4e})>Nzv5$mAv%@tR|6IK>$zLjF&_Q3*KL?O
zR5~qr9!(uI2_vk*Rh=e$>M-m_>)Eneh?I{{=Jj~mj2oEDiaS)(ClHBMECUfa)S92I
zi`6!#S=(Q%{j?OB136UTFV<+Svy4WE^23ZShic7Ib6W<o2R~bzu(?XQpOK53cZj8?
z<kQ?ck|fS9@1Tw-{Wt3_RU0QI^BL5DKdtSxDKeTm&2gt$@t@WK9tbERm^~5P{ma_Z
z1Ht&Ql^SRTo(Qf#fMHc>ktkNI@kH?H-_~{>2qOQnj@5Q}BA^>i3?;ZVpZIn8=qEIv
zTSyQMZcseUpWqS4b=sG*6f|{mJuazzCnw=cNz$8=U!E>msFU85RDT7rXrcc!y8Bek
zP$+pBJt(RAd`{0KafbAcWQEUNZXj0q4W#7NL72rgo+Yo=iG)|nMEoI1weja-vH~wj
zhUf&sp=AQ*nyh%ULtXPmc=YPzZh2z^HhJit^|?w^_dJ-Z^!?m5SLuvmcfil@*iHX}
zA18jc;HLsMvNwK?V9+{<pSGAe89$FO;cxip^AcodCsuZ1V<Q%JBDWDK%vXRyJ_Aps
z)1ZP%r%?x$z79p8(kZf0=|w04l}?R=rKkONTH04+ANR_u<pqtv`W7biU{!nPjnZC1
zX-PK|Kj(9ebQwc)jUs==kA<|i*J8na@_y7zat2gqXbxiJS%=I+%sSv&?h0%}-@M-1
zLYbbX9`hs&#S&o1ryk~hc@@00RZ=>Ssd|ZG#4oepF?IbDi2QgUHW0z}8RyhbK4<R_
z%==h7;7(jcFR>CQE@B&*wSB;DDW{N~?-n*5oCmL#U6ztbbcvA|USD`TBZ>&6N;Zhi
z$K$_bozZ@ki=y!XJ$?F*jHa;wJ$?G?=k8CR`kmp+Ccm=OmDZsQA3fC!MNu4RHaxFv
zw2$kBpE_rFS5L2>hM#enfd~Z#Y6=B0n8jso6bf`A5ef`MROIev+2LMlJ5dxqe;T4w
ziFi<o%J|OW6<@WVPA|QL8mw~?FQH1Dupz3l$(z7(kFAElk}fr+OV=>GU#v}%t3@OG
z@e)R4b+&ykuZ@>BOG<G!=IY$EWMXd2jwcWWc_5+z!u=2P3e{z2*t(DM_G&BKIRxl-
z6~Z~Z1qOhN{!65+u4>Z2xBc3@?-gyEluQ+nIEf!OY<dDGH=7n^8>&n;UHZ}3I&Ag>
zYXubo6<N32gRvK7vB=Kd9*jM8hIf622V?tGDA-?tpL%B#FV3pR3Oi)CRBv!sP=RFQ
z7U&KQ(veLb=m;;Ns{aU^(%+8#8>Ns3xdu}5fr@9{eLyD?K42iC^5}(6HTW#=6HDHW
z4c1A8BS@s&eCJJoEB5*y%$wlRd{6DLw`IwP;Q91&%V+wrm_vC@v_x4z8vMpd7-12v
zYS!h0-)|1(y<SG^B<16W+LwQp*GlUpqiNLF>8vyAcwQyNNI~P))?ehkpbhsx!9q{w
zrFkIObTThqo9cnUnQ|&G&#efW;_8-PpIg3MKjCmPKMGVjk=Q~v5TV04Tb+R_smso?
z9%u8CwG}c8y=w2tXljfVXW5u@c`q3W=&~;F^U!+RJrTTd9y)JB2{hi+g%ta|Z=DrB
zEisXOnyouN(3@SnkoUfN@hmf4%$u)WlCtulJE`QFj3&7+fi>dAeg*<JF(P>bpZ^bH
zIImvHQxsJ>$F5(_>!o>}lUxLwj_!Ezk+CF!*Ex3WO5P!3em4okwdjxjlLQ%G<$b4U
z&EzsjX|u29HPT{bG!@<K9Mi7l*^LBlMT@ChqjQhffm<{bS~HjyM8iPwWb+_d3<`qu
zWb<$tElu}Jo@^d;PM+?2c(OSiM8xqwWTYpXOBdvNvRN~gDvaK39(2wLzlVc&n-}P;
zAa)L8J4R#&Xod<=K$G8WUc>Icljr_sbI5yGkUXlCnK+f{***aZJUfb%^j@=`Uqn$k
zKfjXXh%7sKwN51Br-2A1bstD57kHT^?=wq+ios|p9^!%K8zqz@gY|;NaW{#G2kyiO
z+lwA!_NEBif`Ex0#v&zinT31d1m(pRHaJ1)f8I5p@jegj>4l%M*h!7XPj&nR;wKv2
zy9IuJ!awif=OH%N1N_Xu&vg7O#m^h?(PuWu7;c&c3Og~h5i>h6vJn$|+DPPJBWh`{
zg`}ZT6-h%wFOsGr7EjVpe@4>WL>x&&O-0g7aY>W5@SHT$!TPg_F}46NXeM@NQ%DbX
zGR8Jmi^kg1@Uz)@KHF&_V`#Q>wK5!@EQ+<AP_%Y(BF%JC5F^{9OfP0S%@b_Bw0<%v
zjR<>77>d9t=jmS9ZHcy2RU0m)^5IQ>OWROwtc)hlj&Eh_s185R{rUBZYCJpK%GOhT
z^*ndr;pd$($+mNfks-#V5M6d*ak50b*PAC7NB*G`iP?&Qh=!T7+QKW{@0@3Uw6#5>
zy(@FbIRLLXPD`;RY9Gt!YrE1@SXkR~KI*&YS=n~B1S1s%QN3KTZLta}h=bGR5+_$P
z(%`gmd)t?ACApN$sQeloY;CmjGFmVH#Cf)^gDu=h<yO8pp?UNP<x>zZC9$EUXh=)%
zp#LR{LNT1)L02zGrb(K1dk6h5u5-6{(5qbFdWTfHw+Wv>*W{9&scW<S<CTVNUlm&`
zwiaJMZ-7O~V^ldm50r_rG-L=mk%+DaA`0pMzk2?>#$%p8@5CD_@=Qi!Mo*yY6&F2(
zq2jdk)N+w+ct8tDuP(!+!=?2KY_Y6*0R)8+a;s8M7$#u^krOt6zEZVxDTN1w7g~Fd
z(q5I(WF~%Xy!)!@&?(_Vu=n1u*;SjciS!H3#c$ePQH;FYVu9G?kp<zgV5MA=TPzT7
zDH(|RF0*~DZoa^xm)kmPTV-N$!*`b3hHJZIwC;vmFR<rV*y21;?Ob7-p`GwZrEF!z
zU*rWDiQIfw{C<2RGzi9ybrK_&iYRu>TxC<>AdQsFC$_pzi~X4&pTNm23W%}|Z3N4=
z-)cS=bx#*>+gFiLZg1QBT;!THzHMLUB6oX8CAX(%?d78IS^EuvUIiNzu`{#BwkA+b
zxajuEeLNN{hXR=g4+ULh*~kubA`uD<L=+1CcfN8z0Ca(SO!UgV-U=cv7+Qhi!u;#D
zMIPe<>@mf&N#ELR+Elr9DI`pmFs_g=>^s{ZURt)4!b8HSw%*+}n~bKA@ONA9)@rse
zoIWYu>FN@)mmuXLdvMD($jFJ@Gvl_+s(mPPDsfLQD3|Xp8wB89{iAKUw#y?K3h>4q
zTe7h*x9HQ9PY>lf^XPL{=IIuF#GKMVL?e-|_iXFcA1<=L?!nOMrp$qaH5J=pwPG1v
zQb+aXMON{?ZKRP3g{`8;05P5Wj;(5EYaj59#K;g#I{jp8q-s^Z(7oI}n8ff}SNwv9
zB~P5(f{7^FP-PlY!2Q67edVHPM3K@u=ZXPKW-+!+&in8{uC3adtUn;$b%5e=&e!Y<
z9z*t~<W$uRCGcMTFI&wP>fkT<La*z_--;|fIj1^1*%;n)AB5%0LBzm>*1XbW5lNjo
zkq9CNBC6YlDLGRNwQwU8erF&gkuNm0w^7O@MaCqt;nQ-OI3GpXyDHvM5iU%EB5G3<
zV~=48E$lH;9mE{Yz_s$soN8=Y3;Ps}J)t7vS{nnUOP*xKJ2E0MHa@0Aq8^Hu_%mL8
zSC?muB#PLkFfasBY)@(wu{&X)K_OW0ID0i`LXuroyb_|LQH;i{ev-WkD}FVn85=e$
z=e(K_!{$fWn=)uGKej$I=f9ReK|P?0AH}|IX^)fYAbyu+kOzX}`alokrE+Y}`|u0F
ziplnw0nI!Nr*MAjg!fc36!ph1T+`ZbP$OUC=LPJ)2jj<t#98<W#y@M~X9D``IQ%TY
zKVQdBGyJnLel8({3;1~(|6GBeUifEs_~=tzEX+;?*{P5$8<k)q?snpABd#{$XeVwq
z;v`LbNm{BuNlODtlJ+$enWPOs@km<gR!CYq;z-)MC>}~%BaIrC#C-#iC~jKEFQmCJ
z`#Qy5t2{O*Z2M1VN;~^Pt>PufMf2eDm-sx`SH|Ex*y-Qio}g+WG9LXeG#D}R6j&ye
zH~a2&u=my?WP0k~no1aoo57d(`zZT6+7BvPvXsnMAL+-$9b_~uz$IT|30>?l9tak7
zu@Bb<cp~W0)!xcTK>d+kB{4IWW#s+QB$*w>A)QFLsey?4qX*sW4mIZz%j<5R%Z{J1
z`KZv`NL)oH7XF&WuDt`D$}FiESL4tK^;Qr2Y(;xhN_J-?=I4ta&xrbzQY9P2=5e>T
z{kXP8E{Zx8IBoQ;wo67+uR<q_iYz&`*u1=)Om)j8K3=7hMSu=sb8I=Q)Xy&Q&IXcc
zz#7)yUR9HecDCzpH~FjAE=gyHh-;70(8XNEV&yJICgtPQpJd5MLpqV@Vq_xc{kL+K
zsOnRf`H=4J@|>hloj`OgGJ$wY>TYM>TCDarIsPm?&0dCG9cO=*9dO!%*>j^RR)QxE
z?F|AARCr|&@a0cD!h5LY*{(GEhyY(nT9=|>wwSFox$Nee0SzULD=Taz20P;?*w>ZS
z5~XCai4a}IVn0#lz|FbS6Ntnfo`HzWdC*Jt73$#2?9Z3%$=dTW2RO0YPa7d)$VH#O
z%x=GIpJmKTQ#4&fF_j#6nU96~OH4#%o#C(8$17T{l)?v8Iumi|F#GXL_|M>U3Q??~
zk{e&OpVyYl#gN^nt<L#edrwA_-JhCaU!^Vw^TBzyZKnNqbsH3q11dn0jsG<ZY}`-+
zA5dl3ht^=Hg3W%;)dlvn8tSpj+~&Kjvrh{-iUrA*ZeT!zsVlN9Wa&DQuyg|vb^m9-
z%n4FrS@D-Sb<4#@jcy*9;KPbf<pi?fo9*S*#Aueb+1{*tY!W0zMf$Mxxv+G%YqPzA
z63Gs3wl`O!;+(0MbLOi5eI8>}_WU-xrrr{+_t`dkl2mQsdWIUn+p2G~FSdi1l|MZz
zkhKj|d|71TTjkiw0C@hZ;&yxGKsi4d4zvkd<?U084L>!jb_t0ee*&%>ykeTRtj<$#
z(`4FhKY+WzOTG3kp1IKLtf@QfFL?A?*g<t@b*{L1ZE$S~BMjN4*am#d^y{7W%Vk0f
z;+}F{x+b0<j+7|f9a?0OnRAD3^8}&@KHV@7kwYi!vuCP(uQ2C6yGeV-okM``En>#i
z`wDl`9#U3UM511*;(q&!ik2oN;~MO9+Ef{%PrA~su$WKnqm2Y^@j-0gjd?=RZvC1N
z)=*tnzgCw$yqQyj&HW)~fwou{%GJZwD9JE|)!yRk&C(CsTWibZta`6E?<RC1i?2u>
z-tZgH559LR=WTTz2#mo1k|`M62?R^+cFgXl83dz<@ai#p;V5<g6{+h3*1>E~q@!8L
zCs?)|5DfGb5YEctQ9#g%L_jbQQ9w8u<yhmD6cx`-cXHHbR}&pRY)(f<katW(Ong!z
zn=;PSh~18M1eJ-7h)ZPqq8(wZS3G2@-3c;9M<hl@Ccu5$kSQa^5mYuhA}KbCr9NW<
zR+y{Li>9EmQ4uk5(a1m9FA^e7VpxkXAcR<Rx|bt_r6)KvHYgT|qaqR$BH5`vj_Q?S
zBjb|d6Jw&1BH>?rJWCy9N@b5?9rG(9ha}(-6A>L13Gz*bqWg?91$oCtL`BENqrgvt
zT=CJ6m^u)CS`X6J2Si+AoDei+AjlL8)r)2O;z6c_5}6WWV^GY-EVP>=z%RN44~(%+
zBx~)8F*-gzK9Zg8<EZAJ6rB*Alo%Nmn*{$Np`^%mj#O5uyJHCp?CGe7?OLB*O#&$U
z8IunS?E#M-t{!Zv$G&RssKsU{Iegj03GnCDWN5SvJsfMj6Cx54Kr5+(O~H#hK%R9i
z9e&<%5pi)*QEXpJXrj27=%l!~_!uk^N@p$FIYwZK&$8vM9G&5@oYP%Ep~bzRIz`E#
zH7eLX#N^M$COayrQuFw*lp&_E>`J;RjB72lk7F#W(Ap8om9wFbBh)Jq2&k%9(S(?!
z=onN@R18&ht8@4;(=fGCLS#&2Tx=w1Eh#3NO_^jG;fx$%+NAnNN5(`YBu2(Yqr3@d
zS(8kI*~c9mTmQ8_?h*f5-~Y7rv4IXh^&1G>xSCsGkRwTovSR#U2$-~*`|=>i7>^?W
zc%MC<)gA2Ur#+MdG0k=#NElaF`PE>@tD5$uG-9Bbt#`MHyu+4h`5EWS&pA>(iqQLc
z$BcmT9_AFZWD@*>1C~spzH}{_G{my&(Fcc;;rKaE#P|tDk!#|o2orYW=MVhzSNv?p
z&sO}@Mh3y~(U(V%u|2IGP}qqftd2lVJ2A2m6F3Qg9Bf2wpO$t224WeD8gXf8Qbf}5
zDHKX`96uxtjqpesCyGSUkd{cA^(YcblLpOJa_@H>&bZ4BcQnqL;e`dw_MSX7eQfHa
zMR2Wm+QHJOg{4t*OQZUhMs+BSnlGcu@gm=2+lD)8D>GQsXh$9PFx$JbICVM-l#}Xc
z!_FOa)MeeTJEGMo0&{aCV9JefG*UAK=B^1a%YS#&R`UgB_<Mk{{^-?Ma9bkq?_LCa
zufb&+vWnv!-s-yoedcXI@2#BQSluKrDH8$nV{m?ix>sO|mjPyLSbnJbnZRru?P#xl
zA^y0w3z8dM^={0v#sKH<1^Px2pdYr)Z>#<+Fh8#VjN?T|UG=H2coq9?28{n$M;Fyk
zVE#M~n8LA+NVS&0OkD(+UgMyO4ZmU=Pe7M?YMdiNjTOnw=0Nhv;UI21fvJ8BF!oXT
zb<|!0<M#nziqai5)aM1}#5BM}e&(pDxY$f~v{I*uKe|nTKTP6}QSZBmUl*9P=`PID
zuh_NyAQAEYz(ugimAp-0UOoZ*_KQDuE_5ZI5|~dcF3gt#vwE%zb4y^Z?{Q&%7nt`l
z1V$;t?vHY`Wo;aQST{MpzEYVZ{MG>C@97mAva3@a-byIPo<0rO{F(WUm8Kl=G^+Pc
zbAD4Lks~UhspPk+9LV}?0=kYIyYwhvufFVPpuofLSl+_LfEYK;Q6FxUCd8(f0C8zg
zewZ?WBN`yW_C}S^#nXV#YaCe~Yy038M+?Qu5rbX_#GL7lFl8Y}eCz~-|Eu5}D>=e<
z79dW|m|aI%%Msntk|2jS+xu6I02cWgu;0m(W^Z*Rt#}R8dx&Evj{xl2lv+WoPa))m
z(~4MwlWBlmF~iYNxyBJ24g;d`Oh>44mm?N$0>p<i9pTCYj`%VQ5D~K+AuxnjCIXL`
zF@RV%%h6b=$`K2v0Aj+4;09FbIvkmTej3_yP6f6-FC>UkTJV&J0-oZ-hG#+(By;SV
z$sF56>B<oq3jmRx<!G)9;E1c|9Ca6GJED}4{O?auj_1N_*XBw~=h#1918j@*IY~+e
zNA&m{5G&ttRAwpZa{^eUq}rjZ=#@F%ii4+zqn3-7OX+@Wk;zd@VLUzK9Y`;}w5amJ
zusE1_4{2DHrQ|rODyw<&;zCH?X?8rXY~+YIY|+Ry4xT^#z?=~F_p=Rs*{)oNrtIN)
zdb|aBGNu%i@Qh=XazRVScyh08ko??FjrwuyMUK7r3Sd`S9jVH99FcYs5GXlGmYoL%
z_7hLJiA|iccJ4^!5l0kah+Dr^WQ9spV|zni_hD<UHw_`(XiRw-bh~UR<oo)kxucYt
z9MPHq0t$`B{4JCQ9D8#$V23lAUF#OF*HU6ASqbD3zS#ackhOWewvxih`hCo~N3+O`
zsAjx!J$cf%sgQK_h1Ulw&vC@36F4G<wV4YZ_#(&teIBsDx3BUtM{HdWh?%cD5|kW{
z$lC{qm1sNJ!((f(KJ%bi=klbDlK@+^6f_++Fs=%_Q#Gy@Pk)Q2A3Xr+!{$3$DerSc
zJQDmf-;n~xEvR{dvF`xp?UYYAV#!!QG~IzLM|JmShdNKG#I5lpPk(wRq(3TNScg4Y
z=!j9SaBOd^?7R)o38oY$RbWMn91+S*o^%MUHMBUXD~r6m$Xof1WACFgrxea>&XN{`
zWqPrkOi)&*X&l>G@#lzNUIhfGrH2y25l@55pzYUT5sP86b*JXj<=7)zyNaw&(mZda
z3D1=BGGyAlR?1Y1tt>O&TS?&Qo!@YzDIGZMgUzky%}bjfru5}W12D=`S%==3-#{74
zu{AI@On%GJS{cs~WiZrLTI%Sfyvh;t_W}a6^0Z>%h#%28PE}e|hdBoH2xiA?EYOq%
zJSl&-E9uRYp8o7e+n!Z;JFVd9z8@j4<&N&k#~d-@LqJSg;pnLB;D|TZ0s@<UVUrG(
zS=W_dTJQ`8wq~7lNQul`&`&wT5%0h2=*VV$wjf5i$`SQ(c+&Q5M}OrGN1PlF2vAEM
zHY;IaedRBX{WBY|&=6hJa@TpM|I_P$xijGTL1gl3pg>pK0_eM)hYaB8aDi@w&ILB}
ztQsLOQ;;LHNH?{Wz}!H)f*{jJ?IJJ}Hvnc{{YCB6X9Z>&`N}0|$A7*`4drEw5NW&5
zApHl9WOcH@Wa2R7<Ohyt)L8<PHxn=r`0B7*?~L+i4_A#U&-Q-k&{Vs~;Efp~K5}$a
z7Yj_qshn*c_U6zrfxO6fL|VWoNK4tgC|TLSHsryq9awi#cZ<}%7~H_Hda6eSX1X0P
z6W2M0s22o=EddN!Snu_Y2I{x2jGqFUd~C%h<D0Wnn_)<HU!+yXAp@v;u=-G78gF!D
z!vgBYWuWqpag;=swqi;_0DG};g7DrNJU#I&r>?^wy(W8jY=RGaxXBTy)aU8R^C2CA
zV`Wyf6;?VT#}qVGqIr^eBqTwEAE>nDh^9v*UV-e*Sp{{K9z1E)4oHIFJWLtP5vR~F
zKo?YQAPZVIsXDc#GKQzO%Y$^V>N@Q5t?3om=Jy~byu_2%uY@Er$v18m)K{`O_O<<h
zg{V@8y|o=W)HxhmlnGb}Uh&GC98n$xaXvdGiI=v9V@J;hY{;;w$sD_dW4+K`sPj4X
zVma2wZ-x(RJ8Y`PR;+oYIv;ZE;~BTwAY*ZR)>(n8Ot97Sacr}0?es*>?=r_W9S7L-
z36SjuM|_998}%_I1)SRLXrlbeld}&YTkMuGIr~Fai@m-FRHL%+_n?qFG-AcRQ6$GG
zm3T@U90HZ_1;Su<XDjosQlOTsMe`YGFweg+AM!(Eb52yz$%kJH;lelOdG2G!2JTdn
zhr62+&y%0cg=FZYDzkZmW`yw$;%T1L5=XhkpTMW>7)YW~Kp&nIIhrSRg=^8MP783D
zPyH9L0bWt?o2A+1mjo(lJiQ>t5sM{I5)^|memYNDjE)JGP7+Xh74~<XCDoK%p8g|t
z^E3!@(N|)}J_WOy&(mkkfOK$AoxT!lowOuaS<ch@V<ZIE)YB_4|EO6NSVkw1?<1Zm
z1*c6AVWmt9vnNzw%X%*fg&#BItbw3_^9lu?VI>{H#EB!|M{kJ8u(}XmbHwJ4T!<ez
z;>H{o;!lpagf2=<z1jRNz~jXdrU4vr`4n{c@a!`tE?e%(-JBx^Y<D4Aa>QCRQ{vZ|
zBaWl)2+?2gNC$qY9G-c>l{kqb!b@_`<OpVV<*;!?PaJL&zXFb!jGa0m-sT7u4U!P+
zIbt)0DMIYxh*xk7Oo$^KF&yi7p2Mr&bR}Nrh;Hj#h+>Xte+F{@!{PgHxDtJsQUnUJ
z%`!C<t3=hAvI`n*@jS?Kd)$(iN<EJ7`wS2#)0admQ5<1IMB(%$^^`Uou>$*o+7}$b
zN_UP3$0_3S3oy7J#1SzVo4%g2Bt{uc2ry(?HJH@SURxAD6%*R9W?wj}&;m!=C|m%+
zb&a$s2;p)@S|&oH5Xwgg*E7<VAcV^pY40M0s~2gT5W+=^w7m$uhtOvT^+xCmgwhcD
z9-$8q`Wd0U2tD-`T&|Uti=f|E07W8H3!%vfHALtLLa_)9M5rA?qY>(bPy|BHBUA~Y
zu?U4CG!3D#2$>MdK<IUZ8Y8q6p{W36rG0?lYlz&2&<TY0BQzVKQwaGY^d&;$5W0m>
zAB28Ks3SsUz6MA`s4_y&BNU2IDnd;WI*CvsLiG{qh)}I81p6WQ3PQsW+Jn#pgx*2u
zHH6k8WJPEZLJJX!L1-mH{SjJ=Py>W^B6JF&LkMLebQYoN2wg)c0inBJm&<x8Z5@IS
z5V;Yd@>c;GfKXM0o<^t+LK_fjfsg~CWP~;&)D@u@5E_6`B0?h(T8>aULhmA!flxn$
z90<LHP!>aQ1cIv(s*KP^gf=0x2O%>;#}Il3p^FGHguX*)DMCLX)B~YM2sJ`Ty9Ur0
zglZx*9-#&ZMIjV}P@q>9fGG$LM`TZg8Y1)@LTwRx5uqIjy^PQ?gmMsCg3w%q!Vr23
zp=JoZk5CtcwjwkKp-&J>N9ZI%2N1dfP*&P$1aBg84MM*m)Dt1EZva|>kUv5z5eh-5
z3PMc~`V652gx*J}142Ov^+jkNLPHVCMrb@jTM&8`p+bZ#SqQd7Z~;Pf5L$uIR)juA
zXc9s@5L$rHL4-mOI)hMqgsvjwkI)^2W+L<#LU{<4yADuOgaQ#tMkpMi{a#Oj{Y4;X
zL1Zh0tO#{M=o5sVMJO1d5eU73&}4*KAT$f1dI;GOI)u<-goYsW4np||Z9wQ%gmxqJ
zAwowH%4&_^1q7c%=v#y;B6J_2!3aG>s0bn7Zvjd{s0KoxB2*tCCqmH(y^K&>gbpLr
z1EJLj4MwO2LSqnGh0sgiW&yYj!E8i6i_jc|Vi9^1p+N|(L8uo(TM(*-&_0BYB6I?w
z0E8|h6pqjhgxVqWD?&pNQojSJIYN~XdJCYev|t2lBeF3<T@i{$s2f60BQyn}J_z|C
zGz6j75lTa78A8($+Ko^yLY)zsk5B<Z%Mqeb_Yp$F5VswnorL@p!H*F6IYJW=`Wm5+
z5&99KHVFNR(Ax-ke-BU`LIDVMM<@)TX$Un(C?27f2qhuZ8KD;u>W`2Oq15j&{=JFd
zBt))9XeL6(5waoF384annjrKxLc0)JkI+bjb|Ewip(6-QK<GR|IS5@xXgfm12-QXC
zAB0Q@rTY8;U`+(8BNUBLJ%m~z6opV#gxVlvN2ohOixC=x&_0AlBQzbMsQ^uzUFPM<
zBVSsCJ0vq$-^%%Mtm8GuXk5+N<%nWopUketG8g1mX2Z+p2dMc!u+;a{6Er*W_#98T
zSbv}c8>;yScK<gRC|v5eBvEzzz*e;fPPoeeYXUl_^lnQ8r){M;ZT^A5k&%eSUV%O(
z43>Qh165d=D-i`4RAH6AbA+nrN-_9ch;s4=c5UMH&=Mv--#da}oz;y=*7uHZ^^a0a
zetis+j2~cD6w0O?b~Oq~qTGNTg`gYmjZ)(VZxnY)D&BMiunR|FosZg;Sj@cXsHwIo
z#iG??Sd2cW28f~AD0gYTy#>1&sijyA)mh~<%dd^?vX3o^XW!g*)K&7_nGE~U(L~KH
z#U$rOY3;PW0}Z>zox!F%pq<sF7_1UfEWcsY&f2@6;-l_NYTt7NsfS82Iq(=Jdy3T>
ztVJ=bLf&!b^m;Mq`Bo`TKRkxhocpj!@6T49Gw8YOPr$_Qrn{bfZgM?Co%TI)v{Rvx
z?*9b;yX$?X;^k6WTX)uf{|rh?F2y=Yum)Dd8oYy8ZxDWVr*A>LSDMSwaPtlZ@4D1?
z`xVqvUoORUir_lwCim8i-E(wr#r;0zZHY;nPv!`3T~UhD(wn92;mbc9)s%fk231(k
zKOMp9o>B}7g(%x^8toyZetwAZtvi$5f5G<NwNgyJdJL1@55TF)-D3Bf<#%FG4OqbZ
z8!A_ZP5I7|=&MIB1rhC4cNr$l^bTYx|G*Mg6Pd@#e_$u2p*xRyo_Q>L2yW0*CjYT<
zem$j|J9+04a?&%jE9v<Sp`p}Di*yZ1`>z(xd2uyZZNSj1n250ynX_&gG!&HzF8{$#
zUJb+s?&=Z-RoJ`*`DNG%HNS<j%3ZwWB%bmX+jkG_)Mam%yz-l<ha?U|%j8EY2i%GG
zc_bcR7Km?2#P`Yq@el6A-x9I<)-7@XC5sjR<Y=$VqHJvCq9tun8md+A!DSlo?dLkT
zxyo<9A^I7mHrrV2NR*l-__m>0sGpiJp-iA?mUcRaDhw1}hOMZO9}H7!WFuJ)Jn#(&
z7TI3$Q4?<)O?Zh<el2xWDMtRjz$n$7(NH5JSA-_He6;)^HBV-grR9gia*|t}a;Q!r
z>{Jn}=?V(*?7fR+YOzUv`QGXpnZ*ge{D!cv=2o9ox)`wBM0LA*5_)1_P4?(s$F+CL
zgo!3QFLS?GDZd%4?YnV5C2>z=MUTMeKo7_mw!o;c;lDb{vD@(rbz{fV14>0UMa}Qb
zHnd$R%-ok<`^%uu@;{c=XZe8q+Dh{h(kd(`0Jg825UHfYhOC`eetWgvk4E)<(Y|aQ
z(Z%+Wc$BT0AEESg=h4kG5C3ZUHDR^bC43cTt_C8dyHii}Or2FdzlpL~qV}o*9<tD#
zdY)%$|C+GpzC)resF@$7Y;&jH?3wylcG=3J_E#hxfk6<K;YV1|_)-g=FX2JK3v@v`
zElc?r>Gb;e{7_c>4S0krc+eq`z&qrru=JTzZ%$n}TChsXm)*4D9aO7i()+9szgmXo
zN2)O;q?<$YyTIvjB$b3}P6%>M(0S#``N_=x*(%;Duq5ex5!aTTid`V}pmYvpJm<`M
zC&BV5Mb)wH%tuSiM{q`E>*ObuRE`eKEG9k!Ig5ovAw{5hR5jy37rRb%E0GPN9upq=
zbF0>Ry=3*{J4TbmPE)-o$g!`4YmVH=KYs!_b(aqWIrWr(xRd|-1aiH*42AOz&GH9f
z;0#lP?z)ecYTV`HC3o?uuWTo1v71!el%j3*7}`5cU|upx&_35Rzowd6igu_@OLhtx
zprAGfwiv~TnBwh)X8ASLg~aO>bzUhpbM8{8VJQi-eM=M`9Fbp5-7LzV9g!cbZYV{#
zmIy;w+X-{}vpzBTK5T4@{K4u`p!&_xid!e-A(=kBYgFy>NT|{c!M}18jNiX2#s3>o
zKcF?#r(!h7=6jFpBr_ViA2?l7*WhPm?{PnKi8d16w7@KkqCcd%gfcLm9}9A%2*y5f
z5L{ckGj8d|*oWPV%O9)^l(<6{7k5$%w69Ao@OLZra6D^O($4xxFb9>}i9MRY>cRZQ
ztwOm}uF<<r-12ty?;i-_taMg|9ZZ5lMeh*@DSo`eMWn8M<vpV|dOj>UPxqP3DYg}a
zM|d9;T2A70@ClqEl0mQcWFD)Mp^Ny@od+CQKy`SOW?Ad}x=IzMG=(mbDpact^qG}d
z<t7F(G(wcHptgo)!nVc(9mt+S^=~Jc-u>bcI~c7J@9t-rh=-ktl@!c6z;=fFtbItk
z{7_|F327B}t{seg$GD3%QW9%;vE0rBl-UyXq$&9o*|4XfL$$lJuo_uV%|IfmSv#Ia
zHG6y90=;H<R1n6hRI|M=yCVHQ$}ZJxkB6E~`lMWS(K%i(VE~6*I)NUpx(f%#6G0EW
z*)JLD7su{&&aVUS5p0YF&4CP6*tjnFjo`>hRFpw;PZ7d1i%DH!JknTV@mtsYSU5Z6
z#-gr~1vL>=jhd)XYNGtn1$q<V*-0F#qIh%C3WV~95-X{Rp1)sO`8|8)C*zK|Ag#i#
z_snkx$Hd&kg7c|RRbI2{_hseBF{O8YRplLtMSAc2AUL$=#$wqMSd8rh!S0~M;;TN;
z;QQTK6g`$jJo~CI1c#dvi$VQh;QYNii|a-f)V|Oz)V_mw8kykJFD!8z2jOv4C7kVR
zo!=P-F*FPcW&4s1;W_9hLkr)3H9wx^KMUTJ;-Xvi`jP<VI{^H?H4#hUrzIhH8~<O7
zop*c|#q-B~P9U^Eo+KoJKnjEoAql;vARUu{C`C#DL8PN#Lm{Y$lBXn;3{433f;77*
zMNv^if{I;=ov%t!6bt3|+1b5&_PINJ{r*vM$-QrOc6N5Q&369H(lJL;FVwElN?Gzm
z6IC)C;Z%{GGA5kD1%y~!zy$d_E?}TbX~=-Y##%9GMA<0nx>998tN70~16s+&)1o}?
zhDDc-eV69T(ImQc&r5c}o|hl5{9<-3`7iFWfMn5@$!9FuDTnUGUSI6vW8J?ib$^Oq
z(1iQNE*uXwuOC~|#_;|wqt|z-a%{;}7^Qgog|%CRn0P>i@ypb|STq1xv=f?Wb4CY4
zTI2o310<VvPYo)y^<|nSS?}Lvr>&3oI#T+dHL$^90>*n&LWpSEFahKGNp=Yly9x<K
zw}O4P{O{9=CD^hv(0rOBpRxk8N7;>+H$qn^HB6Eke2CxB<XppYhWEw$Ct)bC%X%?=
zGR7va@r#<}z9PTPo!*PTTb9e#(c{LFdd4>vV9kvfa2~Y-zWNWqZM|wHsG)1sv$7s1
z(V+pp7;1DAc6S?RIc(LWxfFt77zGXGiM>3QqDcOl74>BA6-ktlKQmMIsMB_0@Duv6
z`;3z7sPi=ZC$B@;-?dNi>3?@N7U~YY_VfN_`j4weuey%<C6(&WTFwjTKQ4MOsQ>u)
zQ>6b`E61<@n3N<<ke$nxS%|)ONVU+y=E?+(m!(p)x_#knm}f%O<dx4Ui8a0my&FyF
zx|<uHI^O;GtQ-d%IvZZKC-UnwRyA`$$DF+x`|$s9V9s3zbLp0n6eHyiu3AxsXu4x=
zNi%HMOf3p)r49Ij^p6mQJsXN8+NiM|{}<~SnN3!7s?tJCv~ugea9f>byzSi>q4=HC
zR-}2ZWs;_yp?}!5(}|wE4PxCEdd*9zx1-aaYZq&dCf3Y9EDfQ0Mj31L*B`wDrcd_Q
zSA@ULrGhx@c?!huvg!A+_U0@$?i(LUI68jrj1DqLE7bdrLUp7a6YH8sLe5yP55Bvk
zFSfed)cvz2*iWHyaigBKprnNn`=@M;<LTIfl5E5Kr+xfb=TB)j_P5V3Ea_x)w%*<o
zk1gnd;*xGg2L~eaG6)u6l!b`92l5Peyge-RHtQ7{VZFX9^_r5Pg_+{$gRx8!X?B*1
zGmW4F>ig4fD;?>o#qg5bLN7<t%Zp(>n;kDdqa=FrPs>nPp)cHzq3p*xp!pJ<v^nGe
zd~g}S$QItZRA&x)lXE(y>;X(ko^?>pgea^Sl!=?sgZRH_Mzj6evY>Sa#AtU;Hqwfq
zIbYj`4&4zJ0ku5G+6f<Y&qz;>R*oV+govgK-%%2FJJ}HZ86k(?*j0MMS26(|qWB{@
z%Ej+l*gogNb$GP7zmajT&fgHg5UrSB)%u6KC5wA2FjxT)n=Jz;@x^zzb2u^5-t5G=
z7h{L~f~SFOb}#cATC;mWiI3hsQ4EKNtSrf=_Xm6HDGhvmj<)SUjE(#!ca+E_Td)=`
zLtuhjg5pusrzJ@m@MEb`bEOr$0^0q%FUE-Yi%B%_-V(V)2~PH_B?(kiUXn;BM|mUY
z&To8PkB3t4Qdmt57iCdTPa9Rs6VfE;qiE|<Uv;B{q+`Dtzb%$PHGX?fx+}G{c-n=W
z)O@O-l4xVRqK*xt_F7dkz;nGTaKz<+1yp;EH<HHwPSuQnqLzeFL%O(eO-X|10ayOw
z%klHcx3;9Iu|uI>4ny}`S279*Al&r2-4%FzzQ3USnpJVePm1?_7_Z;@lEI#DTzS~m
zd0CBaz@$XIzu5|m=)cKR4o40f_{o<*V=CZe>;6rP)|BL5i6u1ZwWK7+UN76ct0o(H
z3Xp99;E@w(^ur|`jUE!9S!36~rBnY`wH#O{w;bFTBwEhy7lsLQ;z!%%BW_HGUX{ZQ
zj#{S9TbgG0|CY|A^i4J1FqZyp59O9nW(h(vvni!sTUtOZw|MKSrnE&#zDY_>Kp}{^
z*%v{>UoDBHdQZUMo{}Zd4F7Qf?ZOK$qE=|;p<AOA@N)(HL<jDAvZS-|kwX!cN)ZSC
zw%kzJjIsiH^<Qsoih3HJxY|FmrC(WIj&T(Who!p+TDQ5R9vytTB;Ioc6|X5N(6oEO
z3FY>F=atcsO2+nznh~O|{j8)0J-Z3(2yN}aR{zNA3YW5wjy+WFHHs8!ObBHP*al~g
zY_bh^qB8gU3aI$)@>s*KP)kFo<h_upbSr|MC3e((P87SzcekO&UR9`<La422sMCep
zQNZWzsBM=)^=uMdTWRb^1^mtltVj1eUlNCdf3~t7aZ*v%Lb|%ORS&WM%G$+R$m3@9
za*>N(M3L)=r&)CD<B~?2>D3ZXGpV#%tk=+Lgv-AAC3Mxf3ffD94tcqxyQjM=uZuhH
zP!CkgnpfZ)W-8t^jaT?;NjDExN?hc_a*3OKa1#ZzYDY=Du~zX`X}rk2vcc7(#NN?0
z=#Nq4^{jNoFAK+W&-*ysfQaB9!T+t<^(E@zef+Q&ExorSH0%~<ON}3J5>xCJSonb2
z?Bw}Y!i#%(BD4l|>|cAdmQ-V99d)XKymKjm5_co^s(RkyMU#Iw;s%3;JQX(nxFkQ2
z^Kl>=`;*KG_Ty*K9sfG6f!V#cJ}=Fpg?L@<$byj3RNMw?YPJ_mKYe_I>QwwjNlipI
z{71G9zw!AnnL}OjwTeB|&W7D}^b~|(n#m0oPxFic=PfVAPH)0nSZlaP@fO;71*_nu
z8orIO{#~xnI~>sQ@qq%m{vE`uTNHGY9U8Z<B**iVEAMd!FI4ES6z_98@4>rQ#A5@$
zr9rLGA6Y!MF({O6?EJqn+JjMW2lch8(L1OPHJmR^jQ3hSxH_7TfEvv&NV7P)z}!=p
zcELW(NyV`Mwf4yYAGel+DfP^C*#We5M@b(2@S=*+2(VZxp6#nj>psAMyY~g|q&1_>
zVWKq=!|vgUgIHv~g;B=r3*6NU5c<2yk^#mH2V?35>G*HFU{yQ|_SPZvI~9`ikj_Cj
zSA#|zj&4L7J}mJXYaB#!64}x0{0P&12PE-5ojCVnthB!4;OupBxP-4B#)SAkl5<Yy
zlzdWhjd9k&IpgGT2mH&Y=tP=dl+7@Ww(T>UA*&00Wd}^-@>9|7I5rx$3$YOo2sCwZ
z%MRY=OEiWl*bqBx<ri?x`5~BQf`i1<JVWELaM>^Vqm4z1x4_Qhey&<VOgugFRY|O8
zzAO252btCP{?{dKjm?VujGbJ51OeuguDr(_JZ{XVkD@Vusd%5+c?JK2H@j|AbR1nh
zI3|idJ67VwBDSSfO%Wejcy5cZZElM_@qf$TqY3fDB!1Y7h7Apb{JqE$U^KfV8)C+U
zfSP7)Lfbw>&D#8Z%BAq}C#&Yb;kJ!bEYSaww2MCC?JU~*?b3P#W;9Lx9s{sE@l=n;
zvL!BT?6v#{EMecQIJ4{=G{>5B^^aJMo6ayz6E}$ms`sCK$!eAm5xw<KfNoIGb(e#-
zq`OZbTv=@=m%EeMf;avTamD+J{H~om^5>EvV&w(J)+Bw?otHTtPJZ_MKvUyy#rxCF
zi)`R)Pp7|!1wV9G!0Y+lPCo5Uo>RQMfClyrBx6PF%$Jz4#VulAgw@Z6Qzh5pNE)8%
zf;JKlTveJ+o-<hHyGG&)?YKQ>N=9INkPSD`9mk<xi{G)#Q7mzH+i{=$UNR6#Tx_`8
z+;OOusUnAkDCg655-J2Kp>tv*>0lNV_=KJLs5>*W3##VmX@3gl6&Q@Ugm48m{RiOM
zMX}NJ>_~ud`&GCqF@SSZCBU;h5j5vp+19++mFfK+@h&$SFt5Y(0v<R*T}&^y;n)d2
z_-{!x(nf}unHuxbNAN7!=P^T)?h0-#o;s`C^NJXX{4dagW`7H5;1;|%Zyyr%nu{f4
zF~wks%6|WsWS{c;T6<(G-*pMQBm$a<B^ry3yy(r?czQN6=*7f>Mb+BSV)4`|Cp)AQ
z9$%Vghem%{qX+7u34vaXQa*~ULz^Ol(U@v*`^0wlPn@Y(R!Ey)2sHEjq<!Lh?GuNq
z_{Lzm!HtQvnahfuUCr0jsAtfb!M<E<WJvwhv;$9sZ<IJo{HxOrYKy0rQNxt#zH}qc
zpl#p!@-$le8or50f#OE%`X97sp9nNIW+~~WYrF}ye8aK9!HqZhvb+LH@cUzobp~ag
zTB%ECI{20}E~j2q+7gKwwsKea^2@^W=|CM{n(;2i7>$<eaMb-stb4nOy4#(`)*AIP
zeDa?L9eN_5)7VaPrq+w6oJchJ)2`fK-MNRNebbF5SIW9hp&^D(wRuEiHECpVOiPN2
zSyz`D#-jX<XwmsFzl_Pz^X|1?K;7$M?y^vkuhz&R%_hZRvT>jt+Rq(2{$OCDakt{(
zP>dxhoN{|Ae5+nHYLfsVZ?p5}y7QpXxyI9q_k_lSI<Lo8Tw75$hEq7mLD<0YOpmZ$
zKA-+g^hF!rD)cc8&C@Q|701NUI}K6vuk9Z}Qg%z9;m`v5xe@dkh0XHwOY>+?q)(4(
zctT=CaZD_=i;Iguz8dJEruZYh6OEuVHGFvnxGX$EC>|X(l3jI<7#)4PLR<G1S(=Q3
zDzt5{zb~y{ZLWI{78rd~=zuD;r;iNeU`+*dKGoOAm{Wx^Z!XgX1p#}vTlk`A%P*_y
z(mTx{<21XBQ>2WOfIN%16!YpFGHmG>S6@YT>yZFU_$6#(uynv^1l3s{>}3cq^hyVC
zV^iNWW51&8vr|sh@<-6tX1*3UiEl%_;XrY5`wfhXSF-(8g;Jx)t<V`_TSK^H*y<&!
zLn|te*pIY?VKk*V^?iBR^tUJm?U9RD+6VpRs#Zvgl`Nh*I^u@nsdB(NQ_NfJYwb%!
zA}?kZXiUsiq$3lD8*YF*jz@y8we{7<&VR<;rQw1zA>tkBzNX0j<;J|#oylG0=v(6I
z(e8G>YDizh;HNY&&-G5t@HNA>KsWFs{{em|6J`HgGI95xrB7y#&H@uTZ(Q_Q`5(++
zdtZH{S~be`2J>i0L$iwdbnvytT<@Wzux5t=tzI#n>-@O}noRB<f3BymumQCWRsDp%
z)e8yHj6T?kCfZ)%KjvPqJj!hn*7mZiQR;VcqcewG>pH{p+*nOEksG9Jcs-g1bwMaH
zo@LW!AjVd+nyw63UcI+AjqB>GW|S#LKx4oJV`$eCaaE~7H#FW7dr2P<(&ZV80acBc
zWm@QqHK%BIRwM70a-}nt>*?NLp4t>wjh0Wk(u-6WHtoIOV8R5a7(XlVe$vGIXRI%h
z9yo=KSDUYfc;DMm-#Ab_uYL8}xH_u+Ccs4s-%^hbwJ`lFO9{)4q}N`It3yq?8eYUi
z_`U90>xu`e@oB|}t0^eY^))p5AhLc5!H*65O0KU1lH}N6J=|fe%h8Xaes5M{&a(5M
z%vKnW+ITm)^SHuK?#MFhW`m-xvr|#+Eio3gQOo~>8rT?TQr}n9cU`ElRB?J$74r8(
zZM|*hzZv2qJJyhnXeMI27J_~JJI}ZtZKFXMpM7G*@N7`k>azX}n$sby{$Tx)bZUSv
z9!cRuIkYBlK0<E-YRR>o0=2P&)(%1wZz-PY)!$4!P}Se0x@G-5F8_EiW|l@P-bg!-
z1A^*fe6?xoH*s~P;a+FQU*nEv>phU~i!~msPKPoP652`)tBs+VXI53G)df)Ty>@P~
zJD2tOO!auP3SU&hKWFE|+#+f25MLvtwX$jCS$8yRWW!Ks<XZ(jW{08`$58T>@sZSj
zIE4P%PX5B3Y!^DJh76R3^oDolHq7(LH3<(KeJ8Ft>+Mp1JU=$|I$x5}vxYRRZsHFW
z4~;jHdPK#?NkKcik~_GQxu?HzgfGsRs>nBL<jNbMf(4D^Yf|TtPyyVyi_GKQ$=s^1
z9fkghm<(TQNepfRHMt(~MVTuSzTQm@GRhf^pl&ae8i$}Rgf#894bnThNx8!v$##%8
z7Itt(mH(s$g$ZPOes<---@A#(Q{G*R(7v&ocQ7KSL`ofu8s!7sT>I$mW6P(+SEm}|
zq0$8TYcVmb4dv^Jr+J3ff;rr2F#*~fRFme^UV%|pIF`f3cPIOz>D&b9wT~;8-wNY$
zEj73SVbtwX-g$N~>MGrHvny_vcp8RdF>6l-?lFmb*p4&hY~k79%3SAQvPv)A2$g;)
znFsAms5GA5n}TA$@5;pXE1R66Kctg4`5M9vb2Xi}GkIow^HexlB(V~zwpG!e4koMe
zhiNdSHnn6UZAp7Zn2i+UjR+cXEBx!iv#V;;>(f#B&BX5=KA?$s>f*!2)`72Pprwvf
z`0F%0JZu}xJ-YD<-FYnTzFDxS`>{%VN(|*JVNvI?bn@(~8nkvc<ScgO-tEri>UwpK
zFWz`g$+=Y{qpI3sD$-5Pr`>rh=aaWU&STieJ$ac!&I`>FYS8?-kP}y1x#;uL|KP5k
zhnPH)h7_Tt)})PN?X}esGm&`esG}<4sY@M+F^*Wl@xVU|W@nAb{mCy~5+Z5W7g)UL
z;0n$R2Xl;$z<^`)>$Tt`n}ZKbT8S`RZXes!L_4g{X^Ro96q&xKIL)7iL*Oj7Z3$x`
zrp#36&dP3cm#+!tfw=&W$^zhRFYSD?q&oFIhfQjK9>$XN#!vyYC}w?aJ&GwTACgd8
zog+9Ti63ah{Qvoo&T@gTGm`GQsd=Axs?_`zz$%#Mcth+0@m!S5e>LXw#l9R5&L_Im
z8V)JC;keMAdoVxNI#M>=7Ib`y8MblJ_uS*V8e?HR)uXM(;(?2JV%4JIeVDo&p?KHY
zd0*e>E5JC|#w&2=jlT=Kd@g;FP+biU7AxvKcItQc`?_H`Y@^;4PGyrqEeVq{)`pbI
z(;M3#@Fg2NBjwl#95uDWI@pqi%9{6}uQgShgJ0PE;S1VVK;^H%u-I_#l6vQfodu({
zJ+R@qw2cdqa+n!4(L8nakEGfR_FN=wyj9NgaI~e3>yqnG*)RS)Y=;@r%-5Gdil#gL
zsM`8<=+I{+`I@C-3}wz1!2;AK!~u2a_`S=*-)~rkD5!7HmtgdEKyvWChQVB;Ct%7t
z0mB}zg!<<Gsaxx?Q5m=BGJ)CJnC-yLaK+_QtCadNs`ejIxC$M|y~`(mtxBMl%Y9zs
zAqRNPWx)S5uWv@zl?r@72WLEtve#INUgtdr^BpIXO*QBrP@Q&vy1bfkK_UOqk&mqb
z@@zTg5YIV~XProHow2Jh+H6%<w$A3X@j+i!`M71xiN*V56?*<O@lbD^sWfCEf)lM`
zq;So0%yu+f@rH$XkgXYVDcex_4ipRZ*;)v7pMoq3L0G6Y>mbwuJ88ayRMrg(kvkvq
zMH$=b(xOrf&8@<ne!^Feir4#Mkh{|+(UT6&nWVBpDm*v1I+gy7S(775tS>{jt1EoX
zku1qZI_w~E*)CpLXxc@sD5>`9l<G(S$W01GZ0V^g9yq#2gHoSCm&BVJH03jO@*}=P
zDl5TDyj<2%BeDgT{{su|`6#;btPq<Q&Ne(_E}UshZu~qEF$u}H-@tTENWxl=V+LYe
zh@wT;qunLsnpk+TV@=i2mZ@?FH7cs41rDFOmHR<=DwkWE+}Ne4uW3{^nCyR7Ri$5^
zLfKz&<-Zu>dwSBMrRFq5ocMR15mSe9A3@@2_{MF2B1qz%i9PO)2g9fHs*$*&z^Lg}
z&UUXkrx!un)}cGIIom2;%T01<xA|Fwc5QIigP5Pf`O<Z0iYr$(C!Q9*X)~sUn~8^d
zQ^d{*0p?wZDfq0KF5$7)nk@*JM=IQPAso+&j@*jocn#w;$6Xkbh=;FhU-Fv!Y424a
z956NIs{6dJAzgaAeogAR9m>6%X___MDIO@{ZUb3)aVFRO%pz}9<Y&Xkow1&7D=ZQ=
zyYYDJI_w3EUB6bOFG8e(Z!kEBdmhcb@KbbDU0(D>V{g6<{INTjD`mt>7#`K6Z5v<-
z5z(se+l$#&-Yd!EqSAFW=!coug<A!)hT&Zy<`KCU)5?$K?b{H(GO>eBtoN#~pONW6
zq&pG3QaE)7X5nv;obfuR&1=4^jIj>R^&t+&5U6a9RA4v!Gt7}=3XjwVTX?&3OL_Os
znFxP(`d}x*?=9kkYSf){eyQBSV{D41Ilub!^mI=}TgJ`DVjAo&@j8=GBWJcwi>2Uh
z<kQ&ipzTw#zZGrSI5+?G^Sj4TQUF&8oMlDO@TcJdc}f7nMH2>Z5mfL70>+aLef$jO
zWPfMtV8`$`F%n9Ok<BlWj&IV6$<^Hna|-;_7NFImjn8955-onI4z_^Jy4B=mmm1vH
z#dQ9|)t83ZzqI6S?kTM=Y3(yV#!@PZuO>1V#n6ys%-Glj=4O8JkgpESy0|KW#_mHC
zo$o6D?JU1B4{&oBAhw|FE?<swPfE&X?0DW+dOtO&Lj~_)Q1hfK`7tMXzi*=PrGkED
zhw{eSF7Kl^J?zRuDivs2m-Nsr%O)DtV`ZgPr8%#m`cI!*+Kd*qK}-!)EOq?={XC|N
zUkme`*aB=r;Yh*_Mn{FhHFp-O(&MjAtjU{auSoE;v!gJB{F>?KG$nEkz4CMeGg_UX
z(BoXt%{-&+RLmn^hMG^AANewkpyK&7-o=l61CXr2R@VF7QE)^<Y2DG4O^w$S3b~7{
zQrG_kz0iwx6efr-BbBno6R|Y@C9IEzKo8svrG0A$VN&?Apaq8-M5>`}9L;$XZ7YV3
zzl#Wo+jPjVH=k}0K{dXBVMmGII|8OiI=&YzvT{dZEgJH=*{vhyd>uxFrpay(j%wqo
zplH5_=J|V3gB!H{>3o&Ycp-xFcx@+}d(_7=TWg!w!wsmR)0~$|3u))22C=FTn3WfW
zD3*l)Bbu<9kE1O=p#$A~1YOeIA^A1ro%QtQF2_-r;$hg+8VsFW8nvsPh>HS_K^aek
zU|Mhds8U9PuND@+%$9Ds5lrzg_tS8059}^;Q|%#F8h7paZ{KMK4H0p&VPdKOFshGB
zKKMIdHa42!fup`Ix<c8}*D(^!VOj?T#g&;BH2((}Yq~46wRozckd2{&3sLzL*Z4RZ
zKM?_L2v+!$uP64Gxk)&}9fn9@vJp^nm1rpJt?h+PWp1d&;V8C6R5*9Rw+TgH0Zjck
zLj2f+0wY$Xh9~qAH(ME>$8oqR?z0gIy*`m#Tdes}oMoM?&%krm+RwjA?!Q=WV7@r%
zYma*<ETJ`v{4LJKB60NLbC`Ey+H(YTD)!+5Qg#|MCduNF9<Mf}Z9k(O@(`wee7F^g
zfxT)lI29p?1$H7XUir<Jfb9%6?12Bkiu0A2x?$j5PT-=m0N!B--ufTFr>7*Ea^hfw
zkn<@gcFLc?K5oZ8;*RAAHgFD$Y&aPqfT%-Fm7V{>qmS$?WcG7YrERoYErEA1AaW72
zHmH}z|M)r?S0r$ps(FVC?liWQN&g}+YM;PO*~qX+<I}O!)c8DNtF{uS*-5Je8TN+P
zaXwAmnpm5PE?^j4q<CX2p7-{W7%Hg1S&CmT`D#+^MNEy1a*&5#hTQoQrVRWFy3`$-
zVk~j+?sM{ZsU^|luW!7ncrRJJ+^s0|XC8ku<9P>an-j(Q)5fSjD&Th(&{pdGSNh|O
z;|}x@Cz?kmr>gkl>B?Wx?0DGkrA2>+njj~rd912mBy+^`0v_(qj_|8}vZxz&I%w1E
zbdZKcILc$?NnS&^i##la@e>{ij2R)vx)=#uXN;>aN4PUau1rJZ0=Q#vJF>pzaImYd
zkaEr>MpC;^klA%neHpK^sI$jofQzwz1a+<HPep(#1l0`b_WHWRQ8C6d^<}s6q%1Bo
zu=>>wOJm}7&8#1mvhnzM15lxfL^Uh<nL-^7N5#|ck^TfMi`jSwFU!lPlWiNCv3=DB
zvauKq<bV-+@)E+x8g#I(zbRJ6Y}oVeSl$U<kxwZ`mIAiZfd#K()!>~(e-vGcZCIU(
zs;#a`8)}l*Xw$$x3~kv!wnt3|JS!a$<4-omDfnm|{zi<yn=#S>y3Pq=8?RB%-^B1K
z(1SWC{~KQo`Xb)npgi@V8ua;e43qD7VDG&=wl*cj`{RvQ8jxoqrk~x=9gOE3#I2Vh
zZVga<;|C?^w>phy;XkYIZ*3fN(7txk?DOL>iIf}Z&!h2I`uh=A_^w2lWTbfDh;(X-
zrz$AX>V)H`^9|twauTJ9_tbcWw_-@c^_|fl_5DF3zZa`vZg^aZ?uO@@dVMiP8#5Gs
zs)jf1vo38<_Q&B$LO1da?&RZQd9F?dB~riYD6Mct^qlw?55-v<NqbFeO&ZoPk}f?#
zUe5~GZ<K|9gPj!o06VF9vZb(-f{Wp2*U4w>rgA1}OLgK}PviSU>8n~y#xmVE5^W2P
zj$$i;TBhT<3N6V+6+|pze;(fU()sTw+3+;9Pjy_x%<E(%_Q{#<zXsQ2Ry6ZZFcKT`
zq#>5k#y9rMBnq^#0U8^&yYe^c&h;k&6@p*e0xhVM1Kz$Nw_F@k1t<^smYA3Fv#*vc
z3YU6CXKm0T?k+XvD0HxgdD?NN13j&w<y+bC%3H(mmN%p`o0jK6G+ySx`_a@k%O6MM
z+Mq-9H?(_}rBXg)31A`bnoo<{`WqX&0mEdb@w!f1IL=>_^3(kp#;Xq6OHLYR3h=e_
z*E4=qwEyX}UK##$<3|VRJ12<CcxNWc*r1UVE51>9A=??TIE55Gf#+=`J*T~VH?@a4
z`YF&=Iw-k=Khwx{fO>^MY|+rZuwG*dWETU^6El$>AuL_5dFQNgKlX3K2tB<y!Z+@1
zWVgWLMpjL78(-4dpGX&z{3UoLy$k%&zGQ!)@!*ftAjLn(SckvXtLmPv{x)<bh5x!+
zH~$EFGu2<H^}+8e$?flL=<aW87`TO4RPiOL0(@}JrWG+Xt%tv_ao(YXzb}K@*%R7q
zr%-K@WU$(shD^pz&s%%>vy7HW_KIniBr66|u|A;#*5}>$sL<!P>oiXgc2lo0GfB3)
z;tgoje7(jrTrd$ne>o+|ieFfzU*|$XWd8CVSdk~Lqj(;ATAt_cU@Ub=wgkxp)n<7P
z(l+%*|MjXW+)L`+qO1Jb#`BJMx2aNX21C^mcQnuT!C})M72`X_7~K~|Jnmo|kqpmf
z%IpZ=!&@qmexsv5&$us1x}_=d$4Pis=xYBcErTF*rS2}yqOwf%QiWqmo6C&K?Pv&$
z+rEy`COLc}HGd#HEv}2pgufah-cW1ZMdOjvqwXMoPn@&GQ$0=_B*7w1^YoYhW)}}M
zyZDy!89TeO8TN((iCZB_Hw(+jZJv`u;ZpgQ&D;AiDpl3P-PS$%{zRP0VsW>NH`EyR
zIciyeMz=*g(q+Y<Pbh(7%BR3m)r4T}8d_B7Z-`EYSx3WIGsmGxcD>dgNv$JSN7LCi
zOTD-+*M`RM&kfB3l6!{20PCj6umFi=b0LE&Y|^#<7F2KzK3zjTw@pxEM|Lg@fk)k%
z#EiXT7_dDQwyPa`74CTCFWHFg!-?Dgp;xY}rLquQS4%I*!zP@<?bc37e22C%KSj2`
zI@MIZ7;KRf5^6qYUW!#oJUU)G0vVwmQev(NiAi8Y6S|ZJG;1V|Od=(qP>fC76`HtZ
zAnV?5-6(%^<2^-w$4)M~-rpN3Yu%v8TWe|64&6E$&~plU)&<&tl4m6)(EAe+!<})(
zpLEBwHr^TwZKS12TS%qj`Ec>3BD%pl;ejLM#EM3~X|{H8-!6i<LliGx<DvLa>>H5u
zwegU2kSn?We~`bJ;BRUyP-HAWSdy-rh_ey5yYl9R^Vqmx4{TgFORaDsqN3R{wHc>X
z-8u;Y#p}ohAfmN~bIq(~uS%B91-z6R?y(YX^tUsPDk;B`Qi2gp-`(gh5Xtvl^!Z6h
zN=(kMZrNpl&5}MZpK&t?X3O}DQzl)XiYwX+w__xn)L4p}-P@d1P9zTkSZx5CK;9Al
zE;0`y$Bl!gp}qDDy%<e9r}>jH4zRu0S-hCUiO+GZ#ER+u32@2y8<mp3b7LuG2g)6-
zMWvj0?Pi@ma3*}~EIWNVKad`!1M-%O11|{*Sx@{fn?~;Rg%19U8|#gy6*mJ*QL;aI
z!p?ovUR*5{e>e2H$~T8B-{IPNQ!DgiRCzNBeN6mK51PHFbp&Q8xn_2|l=-3#zke?J
zDBN2W4*!cE$TII%Wqwp4H;Uh7(|~dIJac?$Y|d<?MXcKu)xP^ye>J$&<CFaTut|;Q
zYuh8gCEBIULNl6J;m5Yy{8MpnDBj_}@*?LY-VpEC8C;Irb^l7vpnq=nN8<sW%XY7M
z(gN&yRoxv<6Bp2#JN(VDT``1PXySI|1)I^<4k_tW;ay#yZv74|{;m*Hv&uWfQ`H6D
z3cm8Eh_EN2zYL)_ndo-+BLDu;5y{ml{ccd7a-|}hmm8I1sH+$F<I!J+(4U*=(+m7F
zF=1*IT@&*ocOb`e(~AA|(OsUIVQRG+9h!oFbC)`lq89mQAuBjPvUMgn{WZnxO|`<G
zc^rlBqygK90il5zNH*;TY<pSYP<r-0e~f3MMlG^ahf~ht<f`=KV(4{@D}R(bpZ9vc
zbH6{<Q>yX(Vf;lK{JG`xlH+LS68zm#SNsxpJdfLsJ>akBd0oT58jgR^KOO0%-IVgY
zJCz4<Vur+nYmBVA!_{$G-LbK~u@&|Eoh$mdI~r!8PKw9l0`xkic_OEim^2?sxeaAQ
zLu8nO!>LgLzt`|KwU0>ZG?gO~%_!K^(t~i>S2dO6q+AOM6B|Yq^)P97+o@$<qnCr%
z-O2Nm`KQs_x1yE9UwA3&HvCIj?6&OX><qAf^k{M<rMv(cr%5JH{H|MPPW)=}@z{bB
z*{oOct+nLawp<pvBh6X?)+&d5E1mLjdHpL<-u;TV&*E`;D^u3jq}Ao%z2)G&;pDLq
zy-XPV|J9Vw-G=I9(SuOmv#b0G#%~VNDJO{~`*1ZD$ePlg`!E!0+{~=qMQi+b7|F;N
z8b0!G*vzU<?%&`@x%(I_y$W~saMS#(t$fCv{c=aLQNDTH>;xid#XY!re72B6xtm+$
zxPAuCn1v5Qr#7>C0Y0cyHz&CkZFoBc3%!F=s?n+S=uMDrT@(kdn~fE$4gP6{&rzHQ
zaVEkX_6R@yntbmS>peE0t=s*b>A*%*;EN8zb4npwK~f$+<eN`O+z%G6?9I|9#JGz3
ztE*7|g_wBx*1<gHWO7Xj_iV&9ml19ZEm{FX=aofV?KFZy;F>gZ5gZ>jDXs_`q(zDc
zs)y3#6;9gd-JHs%<5aH>4Hf=iNlJApxff9E1q_FFyDU^XYGZbDnsX2vP2I`ko`y@B
zYKPwF4z;|q@sQHOnlNnU{4%A5;!Wrp$&Ov&j<vk9@t(rI6NXJ~A8b~BcS;AU*o^g$
zy>{vzcdF%;jdO~6HjEn5Zq6QP_r0yq?io89SLnD^S;&Q^wJ--f-c^WyLY6QTLmoVG
z8S>;ljHaR0zwn>N5XH$CF9{ADKrWsBF{L?sO^kBfVExGs3pvjPia6gS!q?@}?7veQ
zQTLZnRt#@l#GB_JTJDn`ddT$gHP)LxK2+e&ROC&SeiUn7ZtRC0?2s${Oi6p#lvY$a
z6*W)oPVqMcy;${fBObJf><!^ggy%Ev$N$CdShy<w`9?HxF{L#7R_#W)(_gIcE>G!L
zi!#PEuSYqHmew<xV1ug|s?EA>c~f!PHr(+wYI)fi`8@Sv_QK_I7+_?}*XvogORnsq
zvO-Sn(Nde5pFnGNV`_e6ODQpa#}apKX}L2VVeuH~HvKDwZ}<loa~(p?0bHC=0Dx5j
zp&8hqrBuP9JndGWSMObVy|G16k6oj#^)WU%s86-Dd_J%Lz4mIG25R5*p_Vd+_yE&k
zqi6)BJOLFHf0Wt}yKpf*xF6pQ@51(>Xv*hXX}OGl73D8QiEJq;{VC;@^<Jvu4|t6~
z9H`$^VNZp$#TM1$J#@}3T1mm0wqn7`*JFPy<mykm9!|yn%l+u?8@I9xm)uIKPa|5H
zpNwl2ai}EH#m2!*D#}l7LB0e2Hb#MiHrPqyU9uwklW~utEmX8|MJrgqah&zZxXVGi
z<1#eP&a*|)HrZ(XX;A$NnV`pb%7J{`iR5%QU$vstFA;1iSi68((5S|%BWV7|(A_5v
z*hfwn=enuUT2@50*3v@Eg7#mT)3_>zb%7?vm96a+aYbuKMer=sFP~zTsgokMSH#LO
z0aX!~KJ%v<84g<85Dl#&4{e(p#apV?3G)`)?Nl4-KEgg?&Uj*}^cA!B`Ww;tYn#`i
z*X~<d8~0^x-3xEMUB*faTH9U5eB>)vi+CKBTo~TiYaZ-TWvD<IL_oitIJV6g*`xzq
z_!=$eAxA0JVB46Z<s49)_bkqw<I9>5b9T*Y94*_<I}X@hrII~>nnPtIjx+vgP2=}L
z7a?4hiA!GFxDKa{GtN42XPh`5*{633G&h>Jq10(eM78J;D{I?EL}4so#xso@P|jKO
zMyWJ@e^{`TBp#?>Nt03Ji!+9`Ax{a8uqs~e5B~X>zPAAexdYg~7qwB_J)}VB8Jm?4
zZ-UKxKOw-FZztUzP7;0<SH9%zK{rmVt-asJ#d7n^|M?S*SFv)1<tM6H>2EIs#O;Lf
zpZG*an*Fmsnr^5>|0#y>+MLL?HdgJj%enCve+%O~g?jNrv%}p^$L~g*xVzcv4)n|q
z(A*KbxL<1Geg>#syWX}^v>!eW@l1Qc6??s!)S}&|0Ifx-pNCZkjstyeR)+@V-azC9
zG<t#j1M0Zzr{)M^JIxsYNw?nFqycRm-o#6rM&cZ47dsipg51a<>zUS;%HBn7<IhyQ
zy`3_v2ZmEhZj-81TGFHn70+sdE?n5rBs+eBJD%-m6=bf1(=$5RlsSp6_BW|RCkG+3
z*)ls6hlJc@X4`s8s@U^J7?z_=*nC%7@fSklU3MZ42$@8j+VXs1u90mM{|>V=j>oe9
z!NUAS^`(EqzQkjk!qT*CD*P7{aDVZaG&}pFtz~DS{<lTC>MYYuZ**50hVH=RQ2NiP
zJMMuSr`z3ha=LWW4YAKvx3g;%Z>YtKN{1U^UhtAX$tZB320Kw9>$*qr7Fs-5z(g9`
ze}l|7Y24-D-Qnb6ygI|!qEMSGRCbnG)csj$QB=1hf{mvfyvLoqkd1zY>ncQtX)!nM
z^ADieZB{4I!MrqSo5m*&=0{E@8)l7ms>{UUrtBP0-206y+u8MhMLUQ7L-9%{MQLwQ
ziuRc$JvcM10aaW?CguzWw5=1$VG9Qu6BV?`g6<lF6fhM_(z<XOKx2%9H_FN5mQvbI
zu3TFr_C&i^r1g~{#!?4qiIc=3#_LL`S1l9^b-L~9W-`Ed$$@%4gyKLM&4ObB&7*Tm
z+kYU<yd?ckK#&0uhb>g4Y+Ma>R%Wd3Pj|)!qK(szkNn!sYHR2orXs=Y#*1jpjWSF^
zo38L<v*H5njRu&94G)y#Gi2SyW>{@Y7%<YxGGw3yVOuLYm)2gIZa)X<DksS@U8I#|
z+-(-_*T(SLvrnY8qN1ivt57gwwX)y24)7c&SlBOi`!n-Vi@EJ)*oeuDX0K{&bl}!I
zal%lr-JfxXLbzfRSCP588twZD0qF-0+<uAk;PgjyAkRQ$xYqF1pQd3yK_A?x5s7>Z
zgK<tIvt~d9b-M?famu*KO;hOPXK4|%vlw~xBg9`g7B#9Meo*0A$Z>Vf<d%&54+?s7
zv%nf$dSd~!rGa$uRE0dP0aFf@z19tiGv4Gpl!#g?ZNIt?S31&Dxe>3w3{j-CEK|gQ
zNo421VcCXa6u0=<rc$#=xaP)wAe_yO2r6(@asG!*Q&rsip8D)N=4Ufkq7m_DXMfwY
zF1?<CAYpIli(1dMC!}D}nvAmwb;d+-pJk#N$qdIQLnuwvKZ~bI)j!!(oth<`Z&H@o
zN<)SK5wWwiLm<^i%(A!F1Z+(aLvM{|wK5}LK?hmT<DCL!Mt=vTkCVb(!h8j|-2%XO
zEH&mi05>}U>}{V^fX6HV*4FZHlh*2{6ztZlDphue4|~|b+YsV$9itZPb<CSKZtEGS
zZyZ-2IbwYTGr!F!>epsjG`CkE#`w~~|13*yHnWUc?WOvww>Q<#ZniMBIfCaLB%-Z~
zMXYd7X|$J`zXX)oXoQJ(QK*g<if1SpwKfmpW;sypLMSdRq_dZnqox5@1(J<9SSLlY
zQI7-PgR1r|k2a<`@Kf4bg$)H?Yn7O*EDn#5AZE|<ZmU)7wbH>_rbG>bsY)HPw|x+;
zZMh~I_cXx)=xN??kajsqY;%7o!F~$~CLHhXY0ctrse7{q(vP2V@P2Xf*aRDQkj^lf
zyy@_tJa>-q%nxw0l~)IbVSgu{>)V>@iwCNiYQ^L}zd*qThrzh1LUWKZw|TToOgzAj
z#TBY1))S;N=>dc;ndP;_zc|zuHIHE+kMM5CP*=<yuG>@=+B$IeoR!wxVMnTaANEbG
z=^*D0OP?)E6FYvy2W;!-D>_)S0i2O)O}iFx$}7I63WKXoP0dio;j-wJIml>|a&2G;
zPCeo``YD9xI#{N}-tY&7_|}G?OY6Ycx*RIGRJ@@UdqrB+DbSvd;r1Y2hMU$o&{ggo
z`vOp9OI9C-gN_@!Anb`EZ#NW5EbXyul=BKE=>Wz;15&=zw_SARmaZ;Lj;J>63pB=!
z#mww!XI`p<X*w`-=s>IW2o$bIZ_rKtkr*$txL<a6L0b{3XNE*iwWBdhbSHL@b0KWY
z=QoI_d4^Vcjyu*!5^6KN;9HOSGt2L2o=OM5Z?5`C?B)`GW8;=NxWaTj??^7TaD{Ur
z;ZVV>N&{=RP{xZLT`u6A7MQ&hY=OPhRv4j5x4`bD{kRq}k&9O>T5<P^sUKFq;)<zP
z(3yd#$_w@{pPpOBYR@ij)}jintcDr)e_TI&j&}D6bQL?sL-v8GM?mRNKeXwPbyRGD
zK6ZC#(TT0YNb6+x+NqtS*G}qW*&N%4NVM)5&P-!iC+-BKz4h!WiD|U?ra+o8#6ipt
z5m_zgIy%(CUwCy<i$>~HAGR4lcEhiKM^rD(&RyM{7EH%baH-=vOCYg5(!&+iOnONt
zow^SbrxnXubd@dShO6}!(kS0F<IQdw_)+q{(|J5Co>AJOFICPCq|urJ#nXbMBT5H$
zCTE0??JOOzmol#pAmKVZ45jRVRv}|^%0Akn9<{p#6CQQQGdj!>*Ag!%M+`D+7g{il
zj(>)G6F+-k^uqb^y7Q)eS~ikVzqJ@Do#i;Bnh*;u1NWQRNJh&K*gWP)WK>h<mwEPg
zW_FC3^Lh~yUy2L^To7=gDI;CDj^3;DXi!U(VLq2Z)6DIi!)q=5jzEg>jMB)H8YrbP
z#GhTaWk(5m%&v@wHDzo7)O48E^(CJv=wS`YRR`&E>F8Cf6Xf+JAKJ+W-N|gUJMIoN
zM-rYnH^5wtF0xs0xsP3sg##w1ti`z<QFyv_jIs<Z<~{EY7o7(Z@G!TX#^nVQ#+I(x
zP=}`ljW%7l5z9`a$TVL~2kbVHOh5=ZT7$`DA*S`cH;_O-jdxn^bzP)C0FLbm^~Lry
zPs%Ni*QjUL$!Bb1AATb@GA>#iC`W=8d|P!=g|&QYEBzB)>@)L^cCjprwOhC(&>Hz9
zS@3t2;CMfpcx|EhnU-DXle);Y^|sW2W>#-@37M5?0iHi4>35yf_GUPPLQktMRD1gd
zd4Y{_+JXC3Y2kmsD#NlOMO<5RW*$l>_Ss-AA@>$I+`>p-b2`=1L|^d1dE(T;En&^K
zfq0;ruLkC-FVvV<Ys}4wCUe$LE!A}~1MT2`?qF7_@Hj{!5R&*#jUM$5<bg7-mJa7O
zJ9w@;nC<InjroMeOgtf(U1)1kE7dPQY6ow02XnvtsRsU71BYs^v}Y@I+r=R}_=9jT
zn=ovHUF2^3Uo1$&>iFl4sCE%l_8DVeX%gFVcvZT139hAT+>QODXPsPNO73Pi<A&X=
zkkYdzFv+;8n;bmlc9Vmrb(A}JMH5Vtw`xkW24P!Q+!L7c>($NP7kBSwZ9e9Hz3V#o
z#+eE>&4TeZ7ZX;4{#Vp0h6X%@K5~kKI0-~C8lKQi79C&UqIW@&REWYZ{nYwEBjXA6
zrAMtV@$NQ!sT19MVyV~I=-{vKW;HvuHol(akm7t`ad_+qPDk4P_J-K<hau~J2Wy{_
z^(`<}o8$4yMTPs<!eySq4j0B<+|nw7k{$)`F9+|B5Rc6Ovf9heyHj?3*2>IE(Yd><
zxDMUz71x@ce>_mn$n0*fv-Ivx4bc20ffAU@9I<EzIa^ck$5!#8*tG0{fPR2#M0Z&~
z*Mg##IiLh7u>|3DNoE~*I*@2Q;1FbS2*t&PU}kaoXBa8}Tpx-OR)2VscCshuSq#)a
z?=ItktsB+h3*(dSc2oZdca*AFfGhl~%~)CdS4sO9{@h<Wf)I4xZv5ep@VAhvgwHdY
z_K<N<V>(`nI0&DO7OVN)=+w5rAY_QZQ^&@ghT^I6q4j%MN()W54^>d)^|YXo&j*$v
zHG~^)fIAOEczL^$u~6}l(bM9wCyFXu-I*3HXq~_l_(&AthQHMvZw-@-O$z^%hKE;X
z9keZ9*IN0x$6e`<xYI?ep~-6kB~qmbEf>(WYXgN^6jJH_rtrT;wVpCDL{C|nmNb;~
zt`f(%q9->44TuXU^?G58Lw&Qwox=Zx-xaol)B(8WmJP7$bo*(oEiWjyi_JiBxW^_~
zlb-mtwY;QrNKfg6TSzCI59z`;1`X<IIbpWUlY6kG;g+7VLC@|f8*~fe6|miJ1jZUO
zWFfR5VroyTEwh0>q~2a*y)Bn+=CrvQmzTA!U1i0*l_```ULJ3d1Gb{4Y}#djs;13y
z^?5sxZoH?+?^xtZZwD%jy$;Hr%TUDd-8iQxXDv$N46$nPN9(p!l-?$mPF)Yrc*X%e
z>4aJh2uVHXJcq$)Dy8m1L*p&PEokfhz*=mj<43m9HBLzH!qg2PA=AognK%ymF)%+2
zh>7#TR5-3pcR4vU$Q9k+9nIm#0!f`8M&(6$F8;2{Kms<`xe1JH>z5IDE|Pw-tWSnf
zS=Q4RTBlLbtTt6?L1`Orc{EZpJ?4skI2_L{0fxmb;YJv->UP-{jy%?;g&G2XC%=3=
z?8`^)Lv<EC+@>p?JB-29k<bS<tNpT9xYgFlmTnch2lj+&aK)#A)gJ605RYs%h@7H(
z0$s{~3D&}OB&Mxe24QqpJnR_=@m5x%{$}rL(~kTH{H;CMKHvgILQyB!G7Mvi1k+zT
z)Rcv%1)YB`Fo-Hnwdp7A0{aGBxJWVT<Z`UAQXz-$3?UQZO;J;h2I4W*=!QgoQ74k!
z;Tx*>*enn#zLfLykw8aY*~FG<Hz<;dhM;T+s4G`PX!~s-!}wQy37ZA9FR{zn-M8&X
zn)Dr};r<AHNwb09vaQH5RB=snr1NW>V>-Xo*x=yu^=;cyX?#T$IuKu>R-cn|>|ssA
z9O=F4=Sbg;54Z|G=qJo&k5wPK-ue)hRr07ZuWe`AJ)vy`Ej<B0G{W(bYjZ5i4N3ig
zf-SaSkJm&67XKU=XWZjJEL3vd1(fb(d7|Y7h1zbSgw>+_9q3?Og`8wDwm6WRoJh8<
zZxrpQNu&K<#&wfRpI<phpNB|X`zWueME)6F7XREI9$JKC$Es<0x{v-AxWR+HB_FFc
zOj}}9hHj%(uD$bXo*Ulz-F-ID21&B;a-K0bm#bgA&+|;(sQ8b-RmOl^d!6^qwW`A!
z?9%Cv5l8T=2n4!Q#ks&Rs{Tn>5IZ|p+R6;Puh)U+??5^-U9k|4=t8{zci<tT!twow
zoE*zp;2<S)Dm6~|7Z4~TH$97HXQazOi5~x4pWF+4Va|?dvT<czktf^61&v1?(xB_g
z&gnhqSZ;b%x^xjsasNm$d9vm7S1veq5^W_8TQxU+i%?eR%apD&WlvbGrje0F`&$*$
zGBD$)3y^aJE;fP<j8Td@JVX_f4Be=3a(V~KUyxp#MrM?IaeULlY9Sd?YJZFJ@M&}u
zpDhkm%of)>*U=Hxr1wkH6X@=$!P*9Pkcm_u+GjDUXI&$(cqF|V9j=Q>nTl_n(??5@
z8OofL74tA95y7U$>#7{DYQU5qG++`PZj4!?x4+jbZ|e`Ha<&1g3=4i@DE(0b(ElkY
zvZk0Sr<ZC5*WhTEn>LP%r%D^)Jb9z6C!V~&qP4^#w*)r(NRtO|7NvZUuH2-zx4p^K
z=`BrPBXY;iv*%YyVy;eHS~s}d=;h#acXBw&nZpP=ep+>BQmn7M!TXJA4#*TIL>MOy
z`EtqD>T-msKZ1^SZ5JnE8e^4%x-vv%6G9EUn$VcIU^^sG=1+aBf2w7CaFKDy!Tq4O
zWhs{PNA|}v7f=Zo_4ntsm94TfmFBmLpfOY1CCWWh|2mj|DOvvjTNw<i5u43`#ctX|
z9!#h4>Il0u%&sj#(7{h_K@m=ld4hQcNL*@2YnGaShQsBb)8HP2>;C1+vQF|WHYPxC
z6l0fm7!u;E>T@TnU_tU$!PIjZ+;Ua;X!@1y?UGeIxK@h1N)s6jFZt4z$56$)?F!`{
zjg=wcwQykBRhDioPmU`sSqX30i5D6N?_aqD3%ke6mB?A1pjwH11t6tJYfnEevt-aI
zJLu$nL8RDC&&Z;jlc=a?n+Cn~jiG~gU+Dr4)qXN<i@>JmhLl-1*pIllho+j$$}2PK
zQ%Y6D-Sx%q9Ww)Q;;Cxjn%JQpWU!<U(C8;y27S1O(GAzz9mnQ$ha}yqkq(YQ3q{$x
za4dk6LvGC3;Y>CpRFyC!@?H`hgUGN4qYzJU4p3N&yl3X-7qv4pMWhdtd$tQUz*Ze-
zPMO-ceaqD$`aSY{VmU|a7j}{-BA7&#yD3p+xGtbkqcS3CeMYdF=LcD~Z)MrQilz<E
zmPeOw&S*-d9fJ|HFcVi*A9F3=*MiK;l9tsOQGNL;HfY)N{qhlXDW%k6Ri~pfGt|b4
zntkmv3K3M=5Dl<OU&{iIi%FxNePzepO#zFZ3JKTD=<L9BaA2$@Q)8-P-KbcVjmj+H
zF!k_QMqS=5ZQS6Xj(1QkD>jI!d8)+aH!ZiA)oJsa8LBTSb1(xACPylJp+H=_W-2i1
z(U6SQDXB*=-q`6t?XXa6V_)}?7WIX+2ez`E>e&wYOswHxi{21#38y{h<4&g^L@V3X
zE0}E5?I&jje>=W3&8Xea9(~s6XSp#xjQVet%mm8F305;Q`_Z9?DbLeSjzD6GxBg_r
zWcK8{G>z8yefTb-7X2*O#r1uCKUv=+ECe=8EikTiyg0NUcg2W$Q_~>w(jO^QB@Zab
zVheKVs$hw6j{~yM0pac(H_;>-FDS@%3&PXdC`^y?KADm9bibh2*y2ELav*uz$-Di7
z4UKOU@~DNx#`lHBR}RSM4hY*u-Ttf`50d_LQq3Qg$Xj`oSXJn)pKv}O*?+_z*!nnR
z|LFvOTR=nF;(sl~|B#UGd|55jmzc4`Yy61kcB(-r(bFB;z9O^*2ZNL>%D6kTja*S4
z)nD34^6M*<3mPsyp?7)1`dhZb`=n|W2AdmqsdC&ADhGiPO;LS<?aOaj-HEyk!DfhC
zL#5C<yIcBO789!R$8jk0cjR2O^dfn`4-KyHRD>{^TYN}7&BKwB%ns6gxaZ(QVjn5-
zD(yI)2+moN*_loss7T-=W1a)9^!My^uD>e=$oj)h5VQWIoV<v};JPD%31SzBOZA<z
zGv!c3F>!dT8`^KmTPvDVNX~Jif-ODG#jo@oUTNZi>O0r;mk|%ts=6V3y9*T`olpx2
zxcJc!@nP<ndTRM+j*SkEG;SXtEuhbzOVd1<X%kr6c7mG+SYuUI@qo{>lGO&RHA;4p
zvWu;01d<oq_eD`|$!bLhzR0RhgVqLWB1NPqg=Pq411v+}R?Bmwdk4r{EAh8kyw^<v
z8=MdkwE%vQkR>Ndafzh>Y9_Hm%FiRHmjTxYw@7hUl_IAGTNr1Q&?oIeBf3!EsNFRy
znF^-Cgnzbw<0toTuz4g6l;)90X9k2xUyy|$Fyr5>0n~0(Rs^m23ukVSKX^cx^!3C8
zRjH7kdjhCP)SwYSHK~b6ZZoHDL_vnD&keJGE+u`L`dr4XS!!d_5c}uyX;A^fiqd~N
znqfsgg_N{tpxh{8D+t27AohsZB)?sgeBQutz4Hp=W+mw}c1c^$2;PSqCv3dO!g;KT
ze5|6|G{Hvm{=qEsq`{BsE8p3_VyeG@X3Rz~blm>EBmboe$|?+&NFzM9(lo-NpR$^=
zfzW^<L4AR+`XD*LtUAa=4ZQ~OX)hd0=OHV%lrO!e(SeC<5dUVy@WSKjp?V-*e2p21
z1I+q364D3%j8@8ReU`LO-s9n)W?!*En{Q9O0!y124-S&+Gud)|=KewUAmLuj@tdhs
z#Z90)GuxZ{E}ua;M5f3mWkE0tEta^k0G~=3H?~ivh&zMP#$$u*p~Az^iJEKRP~ot`
zd}v|B4qg+JLJM=-%N-QPK?m!7rRR4;dPbZ$3%7%KCL#*GWFfJ{u*5j;c>izb`=SZc
z>aoERlm~|+F&{dpePh}^w|zA#F2>O4k#RwNNv;{CPQaHSz_wVNVHzaOa|3?VR}A{C
zZr@Oi5T~$c;;h{SG;?04f#PuNluNw(ZtN)UaW7mB=Fr6-h`wKQmgA5r-<+rs1zjd-
zm>t(>Sby+|tGCSeHQ)H4c$#P24~#z2-X$@Z57#i>y(=xD(x`X|dNfRpyFhW@mV&Yk
zLPl<*Py+u96XKtXp?(pHJhM=yc{8KcA-ImIY>rX}Eht`<hC?Fbr{RIE3#x+CJ8Bi1
zw*bs93C4Nah<C;D<IK4jed28|;l95Z%JBvJ;C?M|^v<Tq)t3IOsKaxeL|mgGigv?y
z0@0pk7vqr3OfPPl5GTGog-p~mdbJdldz*ovE45l-2(IvE0gFTQ@}D%gia+kQbMJKL
z3iHI(-Hd!zLn0ds<rJ^Zq;}~Ys?mvMu%M^y$R|Qb51iyY1OuE)RP2m`3RC2-#W=%L
zMLzP#N9;z<*Vncq&JQl_jEribYI~@mxf}5>`Hrpb{<u2iNAgNKl9mUqLB0$=fKUk_
z;`7-JX<Ck@Ik%&m%AW2Y7Qg>WY{q?NF#hw!N5&OXUl;%S{v(4@6HD7C{(wjGrXIq6
z-9Zsk;-<bP{(^V!X6DN!ky!j+^dR1RtFA&>A_{a-wyq9#HwH^lv?e$pAA8+b=Hbw^
zux_mEu=0M>G`05|El)(nvZYO^xTr${4sc?t`x5nqpT9%Kh>F;ivEYa$ajmS2L|MCW
zVrk)V|CrRl^teyq)57CEo-ex&K%yz78jb)Q+Yqcz@$2DmAIY~5$twh}%av0xw&DyY
zbvEG7K2oSk9hE$|JerPe47Q_-8-g*$0g2Me{$9T9*WL*!kCDk6fxH4M7ecxVZpb`Z
zdXMVLG~T%ok6i_F<8$Ra1T885$t``s;tu9!pRNVuxfeGXYz&yO6>Fj0ufZm?`<~UY
zl&~JQ-(LJ)4+=Br%u+4R;cPtgSTNR@D5drk*@;rGA9skQg^vg0k&4Ym93>v8Ky5f~
zHqpb(Q^jS`Mri>b(X?|1*A?|8xY^Hjs7iq+A?{K;e2F`p#eViFi2b?}8<X?liZI2l
zN99k$J-%coKmQ-(SyfA8jsGb!X6W6?4d}^DkQo#9;VQ;ly{QmvK_9=ubT1j=-+6{!
zr{cJO{^npJHf4I2;dd#8nn9Zis!44Ez3Xy)8jT9=VMK#M%ad~ic(O)mG>&&NZlI1E
z^Bau1BG|hn1uwxhu04S9em@89szPbmxxnf*d7&1tcS`JS?$~zEVK!&3gE%KdWZQ<o
zrfu`ji<GS|Kr0j7;`jQ-n%rfpI#FQ+F4jyL-Z7eft=F*u`wvV9ql7AMNRdI?8-@0u
zZC9b?Y*{xMeLBX_mK~TU#Po{L_jj@+aQWNr!4<Ptk1UU(t&3N;q*-UjM9}foL1YyT
z4?K>bG@;A&3h3n)9V4mED?oZFbpv{jI^=yc*bl^tSAsVn2LgU_O!ii%Gmqm>tBU`r
zi}k=|t$bN%wRq%oDx@_#U>yS`x}S;8eJwcNgY_8`t$C8%Aui@HSH6$s7%5t?0vYfM
zjbV+D{-9$$HU-bj5Ki;K(^yht3aAci*eI!3pK+l^(c;}`c57X!t1K#80Ax1H&Of8t
zhWw13Rxl-D5F;CFaniW5rQJQhh%c-8;!#ZyC!JtTYHIjlh*k5PG^P8no@UaNIzy#<
zt~FG)wSjGs54X`<!48yEUS8j*KGfdAst&bO8tON?C`w125;Xx$ENXPe6l(rXFu}-j
zpxO<Ut*Z@?N}r*AV-gal;znAeW#sV?%M~J~zYF3x2XS<W$hw2DtV?64Wk<*jhg;iz
z?paq&Q><5_uhl;k*dOd|ta9L2hRSYv7h@k1vWjzo`un2aDgPBW?QU4oQ8|}49JF0Z
z*w;eEXR2^6#ve+o-(0b?g1~M#2%mMzf&C?fWgS3hyAJp>=@0j>O@)Urv73Gk+W?l-
zHa=$>66^c-L&08{O5~@u=|-epd{GY{PHpXIUW+qA;jXpg4tyDGOTT@DZgZ$Bvp_t>
z9*1iza|m_Fixu=9SLlWpp^twLqyJgxO2!51HZrS#JLK((yv0t25wxJwpTgs8a)mzS
zfLa|fy|4rG0<1$6I-UOdJQzn0zZNz|{KWlr(c5AUc+p<C#2U2m-LMJ)>?%(+`P5b+
zSBj^syt2-)#%rufXCr_I5JrFt8rjKmV(p;bwQ#h1p=@amI%#}c^(FneFA;kZ-VK}h
z9Wu;v0(?@r@`Fh+Y9xDy6#dqa=$L67HwG?t_SZMGqk~g@HL;?`<+7Dvwk*MnVOCp3
zB^6NMlSz@~-=Ir*T#_FNBe$)@X8gjZJ0()(H^BsYbFVX;d?+L=*ZTY4VxFf`!VZMN
zE{zvGfq)fu?Npnd{|*NAo~x|yNLlv+t@i{Ueh>5oiT>yE=m>h@2VoHVl(4*iB>P=+
z8b_mIp|+6P_U%+hd8<~}%BI?!wjETFF4UXxh$eR}dh;jrHEH56^jH^3(+{Fvc}N=m
zg#!BVM6jMQT(YU!2O#qlgpC|Q2mXik$su+!!g8I=1_!0H*U@T|WA=<~lcK2d?p4){
z(raZPtQQ2Aif{#_(Xo}|tJ92MgEbKai-Ksq*^+B5<KrvGN1qHv8LukEyd?fwP7Xsc
zp*RM$+JbtYLiIdv7k`^3{${Yvu1H)g|Js9{%<Ig5RO*@daY#KH|8MXIo&o>3oqxog
z&(4BdJ66)Z#NN=!pM=0>jW(r+H^E=lp*f%9m&dTEuZ1JE#8XwHn&7;+-~ZW8bybVZ
zmH0`Yh49(`2K!?%8kLD%{w`!3?s6k@dra^nSM^NEobpA8nfqk0LwOKGty$+_ep6hz
zlm3I-y&i6GT+3X~D)D#y#1aLdv^9u4<qQ8tV_fM<UFJ?@J*@vHSkJRhQr|MEDE<Uw
zlX5Hht`G}1tCUrm!<8lC-+2binavvxko{@CXyj^L|DIp89e)_$=Nd7?)e;&qKg%0v
zqK4a}^2p&<Y{m`b>qbM(L2bw3GB(S?OU<y}j;JDyQWkZ_=)PuAb=vV=u%^*&xII8?
zGu&z(q3&~>LXB1^j0Zc@`sSUh(c;GuMT~S%t{X06vui+84Z`Z(44<S?(;rp!Q}QXX
zAF*0#7aCNhG|sr+!Mpb|JRV%WG8{9Fm{jd>!tCu#UcT|11GP1T;<`YA+10d!w$=0i
zugdPPH`JUW`Arr7RH*nENW~0|p!E2m5#=>XYZ|{ezH=g^NbWbpSkh=XLe@$B5wcDS
zvk)&w8AaGovEsU_^m)zFcq49vy-s3qqpW{f9`gH}%48x(dIOO3|6cwbSF#QGQ*8iy
zJAgSBkW~Ot?J77fM$?hs46Ubnj(e2g3zgs)PhV}^<pAFSu$oE^6?&6;_bK%*51vuz
zmUN@HG@kbS=InGI86oYb!mY@kE8Zs#-n<wT_alc?l_46J7gCz#<)6`r_~)9aL@`L(
ze~oriTI*M^=$LZDpeTB$-<-PgPL8yZvSltEZr;g(yF&hk_1PvUlSW#tlOrU)m!o&+
zWpytH_6EDW+;e0oEp6OvYksn`_ewQC*#mMVmUf8li6`3hWPR_Ibm|{O1H8Ed6fRpg
zeAP5>+g$1Gx<D7cqa>`>x(Rf%yFfQt0_~OpHP{mpC<^nX5J=6J1|^pT1I-l7wCd2D
z>9e{>NeSikmuFxH&gZMqK|URlP3z2_kWV>0K~cF{p?&cM4{qKQ>g5UN(fQ@PWnocL
z=~Cl+^_8v5%hetQ+{)xq6Gul{YXrHi$_lA(N@+tZCwOXNaR!sxHA}Oovar0l*wHjz
z>|3l^ss|hwM~1fvYvhEiQ;fitL<@0xF3vMnjOx;sdN(PJ!<b6Iv~so(4^*e!bd==}
zaG~#5q?}^h^%|~d;PS?_wJj36UAwd_1`foALr`)VTmfC(wo45PG%Kx!d{Yd5zy+L6
zi<)D^vDgm2=Rd&N(aY<4UY5)kT$vkMg1Oz!+~Uq0e^*%njXScUj^}&H{3gUix)v^f
zI=$AqGzJ$V+RFcxI}&}>L?arC#MHB=E*+09#hJwAn2*T#pXBw!7z<AwF;xxm)LA`;
zZdo?b$X2`_F1!vj<09&(t1A>&!MH&Ypxj_gSJ0a@=+Vs5DW1u$sEO_<>@%NgtX8P<
z5UTt(Q+-LhH{v?Zfu&wtq2^ZbQg`r~@nw^Yw-xx!5ZF>=I<?)<r8@PTSmyQYb|t?a
zPUe=4CdDlqi$$WjvOhs1<!4`Mt^KQSmWDPcm2O?ym~u{ctwFn2EKN7Oqooh8_!a(L
z-0z1ld3-7=&*sBxjkbI^cWI^FN}C()M@!qlG;}Jg0J~F~QRQ45@tu8B*Y5OA^|EN3
z*TAoIKhSEl<p($xN^VpZYm8B#Q95XF={RhjfLeC-gu*fH4UpyohKUE#$S|53(yElV
zxba}-NUzc;W2s^;(U{n$z{2&Q(kfl6(68A5-)9Fex;*$`t*+)s<|T!H-W4C8S6UDE
zo7zO)>`LZl_MO5V*Kn0W0}K0>R-=Ne&}@-WH(UeAsOzEuZe`vvGQz4eM$Y`9dJ$SS
z4n&uK9aWzyUha}b3;LEeFlvplM_JX!aLl2plv`LY0Fg%*Yc)KR$UG!PYAmX{2kkt%
zF@j$2U+OiwIDj1;KyGK#@EGZH!+=OeqJX~~RSnIU<N!`^0J(jwf`rJL8wLz7@$8AP
zdeO#=We#Z2f^JJh0M3iItqA|l!{#s;SCZV<#kT)deraptkkar6x<(4KP=J)Tx@Oa=
zH*t0Fe#d9_jnS=tqVcb!(8esZAKr$~nni*htEMvO*sWcwQRxPxIIlBmMU3%>gZi5k
z-Z%xi8fOSAz^vn(_N94rxWoSg4u9|vT0>(x)HAG^C5s2jmuq}s6u4bW@G%jIKT*ve
z+rDE=8&i_6ezCMZwp7}<gWb8pHgM$@a~En{Y)`Xu$Gz3H4&@w%(0AG4cZ9>?ErngM
zW5lG7Rl&7n1y`5th$Ev7j%&%1PInzZ8DFlbhK-C6OHJxMAt&|TlOM7<%Xh|FkrErs
zy?=H!XZB9XDyi&Qs&a5YK|^X`ohZW>jDp^pQ=Nxb*QVFUU}@|Gmr9$n`C+VOJXUXS
z)E~z!okrxSN=BAbk)^_fMbcyA;5=f;J1DGPkv46RS+9}fEW1GnRX`#%G5U_9vJY_N
zX-QtF%;U$GPD73~8w%OdTv4LeyG4qJz5DnZHKp_fAzwv%s%Tz2UKBTyb}r~voxYri
znw(*0BVC%#7X2Q5e|2eBK3<KPST;`X`Ji;J;JxyhsLhp&wGm9tj?%W&wR~v<W9K;8
z=Y3t(9JlO{U$Ir=%Q#l6HfV7*rX-ftq=Pq>);EqpVUv-e+bR=*g`_-5E8xE#!9Jt+
zr=SAA;KFDX_$gjf<3esfxPX30X`T^LB%LZVqHZf|LzO4GHKgJXyG76)vsZYHDn)iL
zjWu;nV{$Q6bKG(|OJWC|h+vwDE$Q@hc<4+AEIkC{xB_AdO&T9VPx@A?p8w#Qtz)kt
z6h>_d!Dr~7LD-Mo7_&-y8B-l!xUtA8xMjK6Sj-U8ARMU9o>Q7@tZ*>Ol#~Iml#}Cl
zANP<7S@voe;(#BVbUL^P>+X9Tu$@kr6^(ds38^5S(TOtTombk=IO%}>?1ZtsteV-q
zHbvc5TFpouFT3NU@mfuDy&N0XJ&mrs9n(FD<L#B4FkV)&R$}HhyQ4JG$XCcgI&wqv
zm5s~q#GFKb2ds}1#(~Ft#kpPQaA{e8$-8@0r>Idd!g&tl%}yi-A5TgoMHiX<4qJ8@
z6fw=P(ir1m2XuoI$^pn>1#LDV42mcpR##lw$2jOfz3)VEBQfaA1aymiZ_r5`<a3da
zC5(;ae#JQNK>qDSir@pew*}H@GeN6gX);e@uYSR!Xm>3q*z3311gn0z-JzAZw!6gd
zVI$n`rpV7s(mx{|MvWeg>HQ^`Tbtnc%(w|w;}bQGjg2g8P=~M@3(t3NO*5ZISm<*=
z9#pd45149w?80_Q*lRkhXgbDA8LfM?rKtEG5tMNRrGLdie9=kd+WAEiPw2$TydXB3
z%qz{H!qz=-H3vF<;|B-v+YpiUiGsW8^Xg$eT1b83e!H2dw#E~+YGdEA`^6p^w7|1G
z+DM*gueOF0Eq#WZ8FncN(qNs$4Ls#h+z7sY4s3mZgVcATG=Sb9>Mrdr3A;mwu~H#c
zrgUkyI$*arVIi0Hlq5c`6LUUBu*$@Y?Y*kggKZHQKjOevII)%!!d;?V>W?%m^7An@
zn|j=dTB>va4>*BrmRHiAg$O3Epz-%%o`F3^NWzdCy5Io*;{<Z_i~RHgh!LneP`V(T
zP{;2bQy9&~Qx*1V)x$QAC|iIrShc{oUP|fm*vVef<i&{91&m><8<<UhsRU!hYJqXb
zQ8aCRu}3ahZb^(-UBDQ&x`Ej}y(GaHt6JcYZg<z|S)E;!7_hp4F={oz9vmZHjG{Lb
z|5GV$>`?+*S8REco{<!&G9*Gav(xhPziOZ7R#x1!XC{q)c$pVBlv-cb;-w#Nuv!}T
zRShO_H;R+#WdRkGYKBrd613u!<@Ismi+^uh8uyB)VmH-BpPVb;ex;vcUS(%;m4b<4
z!hv~mU75Y?OimuR`<K#48hsR#5OWoMj-AdUMV2_{wPh(-3Urfr+U4ktjExGs{_^1B
zodB<O1+Ox}xsR#At^r-UI?J)UdN$`;G`>)u{M7bI4%*;HFk|}%s{OzcXzSz9XSMn~
zG%373t4x;l>7nCm%r<YfB&OBo?#Od7MAIgKFzqGk^RMvw%$&>zEJH+`H|3_OfScc0
zRv#0}-j!jap%&y>7se9p(HN`byFNq{X{&WyMN}^}2pwT(UTZQfC3}#a@iFugXfoVE
zVSpiY?s-8DKX?Fo=cD0cmVU-lljU$F`(<;u^0*-DX9ype96nNMots^Yww}w5l{L3t
zm1CbQ2SAv^Jpw;{`mgMERPiR&#O6n#5v{J?m~7RR)yo-wD9~>jNSrsOj8A)Y;a-k9
zZ@|d*Soj+IFRTgU1dv)cXEeT1R(~>$e-s`#<HeHZbnu5VOizB=t0h(LDUG2i8x@Ur
zceHsJ13zBe&`?$<XA~&j;1G{(6Sx*+^>MW35uG{mQ5Pn+;uF8DY-HTU%$7A)del9M
zG$hxPfJ_D<k=c{-H|~BBb2O)4?NyUnyp2Y1tN0^*%JLTRKy@lw3AjJ)`woKor&I|Z
z*YF%hrtB;2=Xu1=tN0Jz+;_qI<VM<f7-RU5uuL<BtwRk@uk>OYk4?@4?p)sX`0~MC
zUbQFUN?P<B;^^<6HREVDERK4LYGx-<^1)uUXw&=9#0C2o{&D{T2Lc%qo3d5MniZMB
zgAsJvsav5*n}^3S&aG%(nrb-^7{fsH*ZdC8vI$A0->NLlMNjQU8|I*K@4r;ime^>7
zv+@~~(=@vQg+hS)T)~SRVD9~2lHlj<V2;gCAL#`*Y>rIOQ@csL*#YL>|2qjrCN-h6
z@ba@MgdzYWRCCemmll`Z7F+{&6}#Y=^!WjJon+~78r?*=fHTi?lZ>lF4kzV%M8nrV
zye!&?$Df2BbdSBs@;Kbv_q$0Bny=C*TxSefn6kWqk?Vl;x`{(-Y{^;lhStl^RjfH0
zOV-%d#GLwc<hJbUa-1^LL7e6w+WPp7ioITAbEm^{9(z5z4iz0k{J++LUUgY?BjW?m
zrsFKk<)Bd%+=;8u_c@?%NvP5NCfUhAt@hgDbLL~e%uZDe85ak=g?3YAs#aa>h*5$b
z2JT_D)zroCn!*Y$zn`wZFWf+R+niL&{t**qtsRUOQ{~vF=~Syz;O2!JgM=*C>nx;D
z$F%zQrLE}w#GL9h{R9RUBOJtQoy72(5;q13_5(VbhnDERT2WNnoD?c}4N6_?VBd3j
zb|Wm}GWLbbVw1?fb6JeB-GSW_!g9-kV(oRsox}W7rD?bYnm=<=|ID#OIGx?|V8SBo
zGJbY^;U}oqJk=<ca}%-sUYsOKn5NY=yDm_Wqhjak8gja)-ZXoyM<X0X>SU}0dyi{P
ztN%309F4ZF19>j6=;xefwB?;;2}YiSmF-}0z%@@vce4)Tk?-uYa2yNU_E0l3vmC_f
z4kE7#J*<cubYiHyrN8FXkkd2k9K_X<Xw;o18xmCMS~=^h=bE=jeW||onf^61Kx##m
z&*s#oW4mz0`=IYpTZiQ*wUG8hTJ%M!yv9OQR@LdUvW)3kWy!{{dvzAAzW~T3hur6t
zCjJhurz{0)r^9#{ma=;_(g-BxM97xaX1cxRTTYiXA0l#XjZ?(Y8c{kv0UZ507BVgl
zER8lsI)K+npz*g-?T6DW)p9#PJS$X<#1taXl^K7oEb(>XlXkp61}T3A8&6M{k@3ND
zE2I8&`_{lm)u%Q>2(hc_uA8)@9~F;aF+9C|X)XG-e(wmn^gwPM>{`Zz?O{cpF?Cg%
z@u35HaJm(5V=K&b<DAmOS)~cQ=A{i4<uO$G1`dvjm2l&XLklOT>us}ucqu$}h75|4
zTlQCsiI}uCs;m#a)Dz2S$SwP;bFv~qJXLXJy&0B271QHJzTyqic%`#(iWib)(YkhJ
zvDhK%2JPbx<pp+a9elpxBekq0Z{_>gzH{si+;W(hhv*MkFI<Ga*`3c_|C0*(m<ELs
z#(I!T)&;e}9mSK;hZX9>aMU2V)#RWn?|pY3_fI(g{uf4ymo!}Vy?&+6s4is*p7XBE
zzulP}`L&bGHgx8^S>?MwM1>YN$xD^nO<IayIVP!^iKj00E@q@hOXf(8Da@$+t<`Fu
z$#t$soa4}u+!|r0?D&30qtN3$tcNwhZerF4CY3GOE6$4C{*UFRQqh>Js{S8g=N(u@
z(Y0~!iU~c9UP7p$2qb_A3KF997OE&MfS^(nnkYz96as<VB=;T(0s&M6sVagX5JUw5
zAt0h)p(tX-U>60xXU@#-&fQ(!@1NI~z1iQKJ#*&F%$b=pRKFVbfh@I4(<YgVC%9Vx
zE}>=OI~q}FBN*#%hEwuhdU#7bm3r{K5lHv*P7q!k!pu|D*7q6<T6jPR7DkQkhw*>w
zNyHHkH_>VOl_yH~Tw$Vg&)iny=1OBolx6g&<u7l<OmuqG$cfUUTGDbXsw19a$<?Rx
zQf6bzimA*pl-3DR+9VgRt&_(Nda@EQO$QccV1tec45PGzSb!B<nvC%->KKzss|_UF
zS}gvfqJFRiwheefwvD68z5cyW3t#Nnq`6n5`6}iQGxkoDK09-Xie?zQCpvxhPUP57
z3$N^6&rjs#R#Pu{Rjsw2Uw(gG_O8^bjNf&2^{05v9{WiDii8M>(fF2d@|W{>B1Z9O
zC2Jp0>|=|GpImLtN2|;Gk%$pYEr#K{n{o756yD&O6%&)5$&3!(<8LYbYoaHxi3@1i
zml~EoBH7Qzgs?fkn_z!g)?XgG9leAd<YM#8+AqI-iRZVUUvhtOx*mxgXp20V3tUW|
zT<?`a9;z53q^;7VTwo{O0CuM*cDoD9ZWcFTqMGR2${|=@>zdQlUyaz)Uh*VfbP>5R
zR7#hvwS2m4tz1zYtYBbDMSrXjo$hR?5s2K1`$F`37yBAIq*MBi#mPP$W_`5fWQ}$%
zU>h6A4G2ccL!DE!wTeGZ<sa;cEzSPg#w;l^b&11v3C{h*LW`+cu*U-p*|XBxIH*Vj
zLNvcRHQjCb#;ZyJFY7Y10?to=pe7v?Jp(TSt#JvxN(zk|JZjdpy{qwwBA(QVrWTMK
z-gL6YaToEZi)dND+G}r2lJ#{{hhyZ9kL~e5Rbt2bpNspCi_4z1se~b=$<>Btvljzt
zsId_Z9ri#tJ65DR*;dc5N9^i}2k3}@kBhcGovmrG0-}GlfO5s)qh+mRpFO|{>#M>1
z@$jU)%M82B<Kb9NO;j;qX%EJBcw;eMUEWQ*;F0&R&@${{SvN_#(fpx)wQut!MMrK+
z%@S5)n5A6l1#y^RaSwl0<HJeRyShkeEJOz(n)txP)>a*w(p$-aXx{-AUBeVivJ49K
zG|c!-em>P|hWbbt;IB_vPh#&&L8}gNG&Ti(>1XH1{~*QV=<Q|DloRFHa=Yg{7FV?%
zH<{*MN5j9r1=P;q{CvchAzA{>=!4C{Rp>+;{N#xIRTNK?4Gqj2nO^Mck1%>nW<#P8
zEv2kuD5D=beq`_S06pLZ8frW>nNBoBtn-;xQmk3NDW0#x9^G=JVDnzb;#5>7C(KwU
zh4H;4U&j}YrPl`HyH<PhR=RjRK0c*Bsj!Wyeh%kD{q^YINYIXX(vG-jJVeH~@D}eI
z@+H=~$*V7Y_rIRJzg;|TY)ure5vAWJ4Q!m)ig+JnJs-L-P**%v16Zx@xP=W;6dZ36
zl!8?MB(dSpgVM*F!t?(HiZWkP*x1c)i=$PuI;hbwwj6qpXNQv6VWTPVh-VL4pc)OE
z@wAe(G|<7k32?tGndWwa^PV%x|D12PU53`Qc22R<Kd|<GR1$xuNz7il@NkC)ydMlZ
z{Jn&|XbX!i{`d>EB^(8q0`mvJC2)_kQnpB5b;^p-G7#Crw&%y7OKLe)x|*fs0(Fr6
zWo`<<VyB!Iw@4sg55Jv3mlMkN_`X9G)u;zfl?K*dyeu~X5@=C`v3O%D`VLOxhjADo
zAX`C7i2FrCnjU^Dzs_)Do&wEwg653CD7j#+zaiyU?-)kK-T`f<lZI2(LUwjR)23Q3
zNOU~GG=HSAMbhcJJ`j=zb1Wo}z?uC|8a&&2Cl*Jly|4(}^`eO5ZObSne1U23=Wrqa
z^n(mGJt01;4zA7gH=tghVD+fRWJrG6S;WWQMZjKq(ajYd%tNX;ckvK>XYmI^<o{)g
z|54+1q}mP*x8F8Rj%+kdu+J>@dxsKg0E#0Qf>-IG5MJ870j2A~PhjtUf{WbPO=dSg
zYr4Oz4`(j~v)Le>860R<-_$4lF~$%V@?kd;!luy5hu~OOJ>?Jc;phdpM&>j*y5pL&
zC0#NDl4iKD&%3dZbche9ErgJxhj|OR?r8|Q!$o`3P2)rvMfp{WQPO|+mr`o|L5g}=
z7nNsaY-Bgbb}UJEy@^X5zj2jt!CeB!hdBpB#V2T6Ss2**ks$_#xihXenbi?(Y_7io
za>}H?fZrYcC(cH{U{38cgW$gYfhT0^#T^^sP1|(shOu>4$6{3KS(xs9o_HLP_QE?m
z|MVyL;&MkhwsF*a4qe+=&k}G{+N%V66tGf##c~Io*hnH5`0o=3rae@H<I=Yv52bZu
zU?A{?Q4}*)Hx&ux>g<<+u?7xJn`B<d{^bRKlDr^FQ#Kp4JyQ7l391=M$)4gedBS3l
zf3?Y)KgKR|FPV7~SeK&GFafSbiIX8R&niS?3C=-GaO+(EJ(v^wE90^`{H%|JtI@Wp
zXkVJVJpJn<X}xYqYx_D{D9``8JCR7a>OhJP5ZOmqz?lvtnVzyCMZ60iFOHjF9o`}4
zG#670CXjrDnd_a*!g<P<1q1$AB*$>j*1BlCpn68qPCIC}3iGqqs&U1~PGq5l<j%O)
zRM{DKmmZ#XvL~o#jpZ}$pjQlaUdhR^>x0Yu^^7`Cat93;IJZt_ZCq65n}>Gl*vuaL
zq;)2NyN&qe2uyW+Qtt7`3(^$85Lpv&&NPY&8+WQq<zGbbE=dse%^_`{w59_*t2j5f
zjd?^m?MX^MzBpODVIlJ){VfEp0Y$Eaj~K%^&0HUq5_8A=2+(S7!21oFuJTtjR^a9c
zaR@Ol1S^g?n3C3{_<VHE<V5Fsqj?m4SWyp#P;ajF_oMsPz|*|vgzfi+@gVvy1^e9z
zdlU<ILVeozUh(Ge@UPBO@>5ZZOO>}prHJ%e{HaO(I@P2xuRx2j@(&!2ysCJbY-n2K
z!E|p$MP@~fdLk>gITd`ltSTjp>!c1gcJss{1-1jrqw84;i%YFFEHv1YmION$rxLw#
zqHyUP|L72Oszu~>0E^;5={-_4+zw!}{0!eD44T_P&ID)1-HFRH+8Q4|C7Zw;*#tfi
zaD9W+fv2o#Fsi;6J>9#rnGNPg^$p)?-!O-sK7yo&=c{+FL8G>y1>j7r_(1Uu+R**t
zQ&uxzgDO8m)?G9uX8Sw&=E#&ipu|zTZE&g);<;-QR9ZY$!_pEnEbC`$NS;C4zD8?O
zJkG7dysmFxrJ;={ueCRi?O>vkaGXg*-Z%cvIC^+HJmBM=#L?bFHh~vs;51Lbl8}=W
zLBjg7?t`AZ9GfRH>c0kqg(`WHat;-#W>vg+U$tfDigHiMCrb2_;$@*+J8w+ECtZ-t
zcwOh>RAv`~8K+-^k{wlb6pGbTGVmFSn+l05$R!fzo0?PM2c04Xtpw%0vaBp`WA^>y
z`5k}S-(mb_*Bslzoio`MD3}jn#Fz;Zm+g)eL#D7LC}J;cq8{ykNm-WWA!>`K$vTwH
z;UNh{T3vogVe@|s*iuLGJ{F{|^1>nmqXWxU@f=cn{eqFB4&|GUZCNLNjb#EpY&XY~
z{4|q&zj1Bi#&T3@E6VEdLMdc;G%J*cs#gy9YZ?30cf1o?q_9O4c_;n!0h~vvcl;%>
z;A4G9&4ri4RR)E(W){C~>WDFQOWbx_gSokZD(2oiUytZJMF^D#mf|qH@%>C1z5}DE
zkWcFlw^#T{m+Ex%1Ah!%UWW;~BQSBEKgakIJMmR##GU5P2hqn=p#AGHfQq537f^Ak
z4or15rd~a|l%UIp5SF`rg97uIZ{r5P+PvsN4W}}PF*(BaYJtYRdbdJ{(~ZOEn%c_0
zaQM`F#8b6E<1D1cQHY)<`B)P5<VSwwuY%s0e{`U+G0_Xn*>=XpWmoX6km$S+v}{j8
z(+Q)xl%&t<VyicK@^iiU>;w81`l};_7^~)B2p{JNTTsFYe;f4GUQ+M(riupY`%40U
z4*~L}(l9|BU76XXIGw!!fv<X^uXv+*EKp|_w|%4LES`)CUzH<Ueq%~_7Tk<c*ku$u
z%Q+>lI!jK;L+kDlqqpMqw0PE;QPEx+)3Q(fm5gpKUS~IN_!{a<e|^{`qU`+Kxw%j0
z$_&o4Q~@)r0;1}`cF{&^QqiF<W$4HmEIUqj6)@FZ05|gQ&!UmPrl7A{Q2znpUO(xQ
zKy#Wv0WZ6FYur3`P@gH(Cl;#UOaBDpqziD|4d4;`9TfE*{HZb9T_H_>#aLYoRE(Q0
z+<!KXM=5X3w0bH2H-;5FLMh<!hTNx8`6Dfq7V%<6Pb3{h;cDU>`;|)OZS+8JG4#Ub
zuE@KnlCbl2QSsmSYxpKf$tOz53Gd_TL@Y1jPFO57G`@tLCF5{VIyAQP_-w1UV^=tF
zOuOPL`0%3SEz@~eP#S6kU6h>Ja*;ZVYMzp-J{;5fa#Pnb3ihFdeW1axL$e#T{2umr
zzy&Pu1`hrK9_>$w`pt<t{sW?7Lw|(%6}fmnyLdd`AGW8f8NsSe>4k8pape0HF=SR=
zYWv(;!B4t2pea9N{#;%B;u?}w5l=DPE2@oUANB2w4qov`pgtLjjL2?i<}ZMD^@Miv
zfO73@DT3>NT0)Tz*@B{4y3xy5p`0f?fm1wyEG4Iw*&u=IG@$zQJE`C|OdwwJgs%30
zvXtk3hm@a6=qU}#Qr>+oCkCe*ymWcY1IV3ejc>b}`D2UCl>=uivWI2cEd}Qa#2THb
ztVWl+mZ1Osg4j1aOZnHM6wazy^&fv_BXO=g6yl^Kj}6ne{EX2}gKMBSk`g$2KcsKP
zO|+EqOutf=J@6=Rs1h6t?xBK<jdhHUyS*E-s){w4fu8989%$}F7R{yohcU4JA7B+&
znePckl2@0^Jc!(hEcj6(&3lN%XtyJMuX~b^)YU~2Zkc|*h^E8guZO-?qg>g><e7zf
z-CD|(&~rAHheFH3vXerU$y15wd9vG#m?vYnvbl2ZreCm&jx%?Zp6B#+CFaRaGi$b7
zKo!2PIZ{2(mX{L1sq)046TF95Pwl#0-XLJ60Z%rD%#-UIDSL5m08-$T6Zt1XJ@bQ5
zrg=SvSVg`0c(?L2D`iobF<Z$zQ^^d7ydO|Z9)WwdTQwT_E`qsFx&)s#FVso%cy+zv
zy`u9tRh-GIN^44GmowJ7c==Kh7>Tv_W%Cv&Hqq0N9cMuBQJlGj1<cy8B-#?ND)sua
zTR811gDuL1F6u`vDqH96&&U>g8~Lunv)+PQLXLE<yQtS(R5r~7MQyB8d11L|S#`Sa
zj_%<y_R&!M?(*94;;GsOW-EaQ5JMFBVGYdta&4{NjLEKnlOSH;ex6{q*$f4KUIRO{
zyYE-*spd$?v!3+1Hr-e;PZ}|7gROQl{)>C(3>e^rf3T4aiWEkia8cV7P#A%g_lyDE
ztI<c5vP&DEJR{9H;TLmfz)4wvBOrME8Ox@5%=Y<U5SmoU4m18z--J-sRsTaI^puk_
zs4f*f-n~3kugXJWOHEoh<jOOaL332F^wZtVs9?=!rMbk?+#AAEeC@ACTeo1*C*gPO
zLak9fyArmx;wL>yR*5cDgwst(_LVfsKN~s`6SEnkr-F9Vpjhl;Xmjdb1A-#=awxQe
zH`JQP7&8=fx(4ONnWUQ89k7+v!JFjGV~ui*;Z?<ZS>x4Mhc5@OAvJuVyNWQZagtYg
zldTz%@rfd1(|D*(ncQP-_Xrwv0$tj1C;6y1nZ1QEUslvj8!E!uT>n|~QU6(g;?kaL
z@!2uh=jzbKKi*vS7fluSPKqjR_VBP!*~3d+fLxs78lu)3$Uky)!u7<{WQQp{VhmQ~
zhn!^I+s?X(+Xu%XGN~YN!o@qteO+XG7PD|Zok(1QR4<`o^D$6{7xaE9hUYW5j>ro>
z#|3AP^p+C)4F{Pw&@;I3kM3n?YXbDK)f2qQ1!j-*wE~}afO#w>HGQlZ&cJ@@2}RBt
zrDUGqph@!t=SS&6I4ldt!OxD$X9&x7<QsKFK27#Tc}YDY>BDwCP`OB(WHfnBI;3B)
zup?8<H6nkDY&|?%|G7|KG_6CA7`1Gk@|-lt9^xG}Gz3X*Sqg@g0<wRP8no+f=&7sx
z8&SKOTk7<j<(AmQpL$O2<#F(MS4hOQWpR}GWRK$XT5ABYHA58YFc)kwgZR=hO#oa)
zh}h28DREzNifiNd+zaim_9U<LCUf6-N|8@E$v6X4iy(MBoofr3k9m@hc$0-GB3I{y
zI!K&$!wJT2O9sbLnfxB|EQh$5%0nZ6d((O9-9*wG(bZbnortT>)<xxH=%T*($<>?J
z6;D-I99m{`L{+ls;jn&-Y+R($KRV2S?eH^PrqCk09o?0o-Nst5GNT*T2=RH!atgD|
zdswGQyrWZ`jN5_KKreCl671jTm|YiV=vhB6$S(i_yN|0wHATPmXi6VPK<5Gb3pB&a
ze%>-XOv{F16_`2iY8*byQ*eD*0#)b&mx^pE9-4SZJXM-_8%$+yFlM!<8OO0j1^!}#
z*^3k|>)Dh_H|Qz1b>fN>FF3Zwd%@WO4(pDCnl%=X|0m>6TOh}e{P{A&OONahM&$+0
z@puLNz1T4uD(Oh0`vPvrMi&jlV&e1fqD8$h`t0a}-S38RGkbCYoKL7wChKlF=A7(e
zrMX$$uwGffH{*tUAWvXee<?SY-9caWg>?BY;tDqrftv}&$LdoHwNJ$s%bZ$dBO?c7
zS2sR#ArE^Z`%%(^*;S0&7D^Rfza=+{9vX<q+BFyVFE^Kai^dX(1JzgCq7B9^%Z)c}
z=WaP@jTgV@<FY!G*arPD>X+Ljteo55QfWxsMW7k+vo!gPSMDxN(;DW4RT&+O=?i7Y
zFzZRPQBD<Ty<?cP&}xr-k@nCxdR9^$L!Ocx@nj)+$_!lV%X>vrMxn6`-3_x(c^4}P
zh%7^Xty%gPTFp|f6CCVm?mm5Qp}ZT{Ci1q{)KS^BC}lVr=w7EXa9g-g#!fKpW;xQh
zs)R$7*b<KC8xXD)jT;Hnk51HgE)<)3Y=*4#su{8YLR-;1CMU4E8I>}e4X}KMY=D|f
zT-Dt&D7`c$#$KFel>caUWut=&mTbegwxK+(*(F?4yo1?5CGoR~@)_TYa`H#5wnfg_
zoQ4lXQI~vNj2gsc6z^qrq@};BYBzEqS?Gj23)i+OKa7ZVZyH#+m$|QUC;k}W3w%aY
zQSLy3D|*y;-6i)H<kC^=eX^3pV$emU%5&;nv~o-qPWEa}n<k)vf8nB>QD1)=G*!Lq
z$s=fg3LI`}8r~m$8a^Z%jYgpg)3U|&;#d2IG@3B+K>2WuCI%!}#${S-n?@p$8x=g$
zs|~$V2K`G*C$70SP8bZ<a2Yq+19uNKo(j_&>BOaa<Ai(k1tl)W#vxVO1nfz0d|{?H
zgGU$#B%{D)P-Y!dVX>Qfsl5k#oXlO`OdeMtsgS4xBo#92z|vX^+BXB^iXWV~%b_?n
zXc&qxUSlKvD`wiTJpOkkj6qDbFOPR_I7pb4-N(3hF&i=B$70Wo(Q2{Ng73mDv3l~z
zJy(0h(DB)rUJqF;8}!4Axj_Rld`|XQ<H5zwhTLzlWy9!>akp|2jP!YMiz5<Xz04~$
zahcii6c?R>_{dfG|G6&Kti>{xkDVGLWN>KiGucCpH<c{gEFAXgG$+Qr|182xn_Z;W
zTqHiZQL0gjnHu?mf_`N|Bj;w;rot;JjVNh7WXx}tatF<6m{Kfe>X<^@CpzYCEab|S
zsLx&HedbwSa6xvYQ5H5Qwgn+5o0i=PigcG#g03w<11gS0Wg+eH4)H+6ifo-+5W&65
z8QE2hdlkBsiB1gUuwEKb?4s-{zPp^jX14}*4FLF<0^)XJDXR(WfcuCY!Xc@rDV#B5
zvFv7H4D4ikiwacPi1~(&vU5@@P~=h=)@oS<eUp~moHzD`XryRqc1;XrMNwL3_(G<K
zjU7?49x`Q3Zw4Za0;zfOQzGe_A1Zy{DfPRW)cb%{4%61@-<fhpqf$V`I;l~HmY|gN
zDP^cpF37(+$-n#$GAp<45;g=n^n@70h|Lz&$&D{YbB?E!puK;fh16K$Y;Dz+$Ziv&
zvtxi}TnfiV|G|`2zjs-h*so2P+?O&`mTe4LVm4=7Io*O%O6A=}vwc`r9Ox>l{}M~-
zJR@D85c4er?&)q$MS0o1jCt~Hj+>vDk*&56%mhK{m&dT%72$P@5ZMG(20}|a9gVTY
zCCNth(Hf7V6BiZloW;X6-`s>d(AG})eon#og^PE_=CKm-rCv&$hG<{Z0*sp~Ee%mx
z+?Tyu$n-Gfmpbbwda0!}?t?o>Lb63zy-e8COW9qGcCMG(ER~hp8W5#7YgizbScNPT
zEfSkfTJ1h9X~rvXx#L{8$K5!~L;F@q+=~{DtAcT5A07}+Gt0v$mbsWgH<KOfJ7<TL
zq`2!jVc1o}a(-xm_a)0ZX+=fT`jn;P8?wtAAGp8=++d#FZ9be*TCL+Ev4haSpB6d2
zi$;#1e>Q^rn~PlJCbL%C-CNZhQP;ybLAdDJbRr0UtG7+oNR2HRkHpCz9buO0;%Ty>
zRoT@o*+Y!JikNZ>;{Dq|?BPl5>LPOUo0CPpNBzkmJZ^w6rn_lQO51Rmbm}Qj=o2m|
z58F2>F*n>Adk5#hMZRuUjpOTaK+N&=+|bV|?581E)56-y&0nWHi6>k{HiO@GqIU}S
z%P~nYzu6uWi!b5!u54>|bY5wS*agq&^K;A8HmlumfkX4|7%db%(V}1IOE$f#%#YMW
zg0;@6k>Ay7O>%W(xSxiP#3ha1%<3{d(jXUepqt6Fqa{klMHY`ufQ|HKOrFe;X)JK@
z=G#2>cyLoLkH>m0Ti72x#_N5m%5LMJD(^k3yt#RDkc8u-$NI=TipG9dd3*hq8)W0X
zsyJ6H4jV(t%|3V0#5c1_7=dCG7YtT3esrO}Q=(r2QtwP+vt^sDO53*CZ8qvX>@s9*
z;iWz*#c3t^7Y@@cFP<hF8kYN%Zn$C&^Un~dZDq$V<D0DnKfVs0WPX{+tZV2(=-TLw
zf$|z$^(lu)Ml*~d#n3&gD960z=s}u!G`qPG%$8Hnq+({oAxD&>M;x-Ut(hm=T8-v?
zD+Z5YbhQ)Wi)HiXTQJ7pV-ui6i`$NHx6Uhl8`FsV#nD(nXPpU+XokEc+p08nkmG8P
zH67$dschQ1O$}X$v0G1Or_eWraAjZEM6J!85l@qi(*W!J*}g4(O>jhxti{q)b61GO
zK##-(6;Ji3P8eNyBNQmMl0-d`n5%CTYonm8olq>cU|UIHb{(qz3Ff~oo%rUScxrb#
zJHmKeL6O8VR8kvy@27x{bV5_Tp+i0cG^n6Cp3t-}v+L5sXP{neZVFXIrZ;rPSwIgc
zXu++a(?17vj}yAf1$B0mMGF116U~;8`z5G9IH{Mtsk~FCI$b@4=`oH=zl#tB+f?c~
zR6I^fzYB9XA9@hCoOo)6Cv2PI@I+Th!g*<nguqD(W%>FQry~n-3I~U#J(%sinH;0Q
zVJsmX4pF<9VZm?kt?8b~3EoJKQ@kXRI7e+Ehuz3Fjj~+7aB5h9)zFom;N{+64qlv)
z;A1uz0T5)9t(td_+!2jq)gGUJ$Q#MAiyIP&Q`MHNQ0e2yW$Q)yBb3Ch4<3cPnT_nf
zWE>8zi=So6XB>xH(Mn5q)ox8jKVKJ0Jf*xkwQGkwRpQnsqa%*Fg@)kn4_E;Vm_aX^
za|KNhx!z8}OFS0fVS;!+TAutrUoEc=J%KAajZp#T$bCe>@_zOxIUq^dHmMFJRL{Ft
z1~8VoAd3SsfPt9t$1;F%!JMq)7E+dKpUpyqR5+xhANykwG8RLZ<JI#@@a)of$Ax~|
z8!cv*SW{v2Pq##um-ET*UDR(S)mRvys8vYh7?72NJ2gHw=kGi&82J|hul0j+{8cxo
zDON0#1*7}NQ@usF81&#7G+Rf%QUk#``&5I95cQEPy7al(qi{8eB`eVCQ<)lh;XH*m
zx(A(A)g>rLTpa;c{feb#W3~eOz6t@OmGz{8;{A(L!(6NvJ?Vl@y9Jb|?i<yYuh+jE
z$j6LVT%ff!h#LVupAFur)4-sdM#d!tzNmva+hfYQ0c|K{U5PR>!~Z!~IbYan9o{PY
z5wT@m%wbAX@2}xYS({03V>Ksr-GDnKD7K)D%$rClUt``ayerSxOMhd|*l#CGqdbsr
zqoA!dC}N^LCGXr7WaJll$LYySil=q{&BZ&)TWee%Wj(IAqcv{f5N!9dzq%+qrv|ON
z?B?Ra6P<e^87}%3DyBw<`pe5;j5VsnReFiy!UmMsg=h1~8w0THbhJ^?GN?pZub9yr
zM-}Kp4TOCbxUsF%fYvnNCHS8YY>=jp1LCRDM}e(pK+#KCsW<*n_&+`Izm&}>CyuX}
za%%V@Z#=i&$jF>%oZ*>U1g}{81-tR`H3+bed#GwuP6Z?G1!qgEjvVY_nKV>hdG``d
z?=Ub$1B%4sN)w%8a>^M!T*R(!qU~;RFiwd0v`&P%4aSvXW=P^G7x4)<(Gil^B(WQG
zEMHlGy6-9j66;*pm)uy^r52DlE4iO)Tw9}QlLr)||2D$coN}>GxY=kHDfDL*qzevT
zCL1y`eED+JAf8(@E}k1gP3z^Am5IB3;&(ktdc#d+iGO@*fVoelg<>Z<*=<|P#@Ce~
z_Z`$DHm8!W2^XN57<R<?a@-coGrZx;c%tj%njYvLdFR0(Cvu=Sl7kaVl(5M36{-ju
zn!jv7ad{;iR*s<!P1yO~WOi%26?vzV3}c&uME4HV>)t4HmalG6_)bBQ?<-VX)Z616
zJn&s~lF$8ba&@CTjw->c8_{`ot0e$u8WDNU##%bh-B?8yu;e^Go{4kGytg)_XSj##
zut6Iav9(R)t_;4=vn!*%jdL0rGnA~;Lkbf2w-i3{U@Lj?&s0|#lkzP8%7*l^qO8#=
z+~*V>FCnj5Fjl!JFG@*$%V>2(4sR>wiax1e$8{L?I7~K<x)2|_5ZqPWREYm{gxOr$
z5DRs#5mNpZ4n!8&e_Yr<l@6EX$%s9^SLo0fhMbhRC(ghKmj9iEv6+YmTo~hA%0oV_
zS~T<SoVwUL7F87ukmHjx<eFY5q>2a~5<jrq9ukY)L0`1Oo8!cr$#l6gqR%2M;G03b
zhE~uz=U!@G1%AdcXd8(|7}f2G{2J(C8SqRs{HZFR*YvWw4s1w8#RnFnUIP&^&cYle
z^psELa$%LpVo^tr0f=l`Dz1Bg(MG{?wogdL7w<9nx3)Pk#vT`Qmy5}cuIOuI1uK$*
z{uXBox~&~5{0A51vWp^u36wtsR~}<xS{wR`uWeHjXZV{3lXLFF<n(GoJQl+z&EJ$0
zPnC1bus@cO-R}nyGgKgv(F=dqNqnW`HKGm=;8@B7p3wH*P@eHVA$e0w9xs2f)@FAY
z7)FnG1U220I>DRDb6!kP#fN|0!2a+MaB*7NIY&%Ty>zhL8_Y9bOi;z=9}|BfK0kdR
zf~#9w=iu)1J_C!(jju;MsfWC&qIF_BAXEP}sqMc-c#^4c3Fs*K7UaJ@segD=In3H<
zh3tas)BeU%Sh2Jyb-NJ4@;-TN<x2?ZageNJT8`Rr2@BxXjb_BHJ9T;J0pranIkk;P
zWHEH0ncXU}%HD$FJ|9?@##Mf}IPLA7Q&ObQ3@r&)y)?<;OjeaS*);pQB}(W;rqJ9z
z=k(2KhfQM+z<gU&?AC|aYMbI9oJbJP$tiB%{yBAwgQ|e{%mO$wL(%A*cp5SQ1I+!-
zQuYclIZ?Q9A;wkp{uT3mZs&NvKBW$QNIDQ~IC6-J4M#$&`HNpDMZ=p*-!8*awg-u&
ztM|aRs?zZLZ1>3ijp@RR_$tXCT~T1Xl8np=Cfar+-6XVg2vjs$V(86gd3Vs|Z*Vh7
z2TwBYGYKWz&SknJPYogSu7LBS@u>}yG030f37zN(W%u&3gs!;-baN`8t307EI-%@d
zPD<YK5FVe6<<BqlKUAE?c7!W9>IwbO31ug6Q$qg>fx<oaq)2+GoOA;Jc=G;q@*JbD
zJ6Fjj+kg_gbCYFH0DTU`#AkKqkcL`YJdmzht9cVx-FQf`1~^$A_=*Hfd>p_O8)#fw
zAzS`lcT+;fxs>2om~gf#V5wOEpS*^!O(=CrP8hw_8_fxcj3Kr*6J5B<>XLb+^p2vu
zZBk6*j1`pdU<>#U-XQ*#Q{Fc;dAEY9ud93yBN4d>lp4)8Dw))@?Ze@;xi6~yYbW%)
zH`G+C8YNfAm-Q4w!v~^^QDYI_W&*q7Qp(Y)A8{FQr1%ScL|=wZJe-qkXabw;>c;)~
z<R7;bZSGdkcw{4R@b0mA?5d$&)A#YeF^=MYx5vOi49p59X4)6jBd<|sV@bYTsM(s9
zSqJ%uA)UTPvmoDEqv2G8<==VOOf|SwDuJdwtQ<c95k;JmJn6}tR=y1^t5)~x@<Z$X
ztWx8r_7_VA5~*Q}-;A6j+-~Oh-V^eBj{&7BoTpjgtGPy~*f7=Qhk_c@tf%2VeKdR&
z+Kj_}Vo_C8iH78^sD(u0$`yV|j29&o$=F6<Ug?EuB%X$#c$f0<)pB0x0O4>_9ZHKI
zbT?HSfXz6AJdp!kNV$lrJ~(xh`-A6n9@Ky$+6)Slef$DX?tB*)U)_r;&Ce-s>{jsX
zM?>KF@U9f|9A?$qJ&~_l$n^b)XXUf$iTtauDH%71ISF(0;iQjvmau$jJL^Ep&jSVx
zq=;uT!i=yrYVGjVrRo^V?bLfbD$a3);5OV*pl|$3=x|qYnl)rlDQc2|1hDnj$W~fc
zyo`mJR}m=VlS+ln2PaVNMQ~5G#80khS&cQ8ojTVL`zU5Fjaf7WCltU;q)M4EvhFrh
z8(DV|Pu0k}Bl!9>LaZVgvlV%!C;9HBAV29zp7uY;dp6{hH8v{pdQb8IKgh3mlGpwZ
z^3VeypHbw~p5&=HAb;#hF7zhz=wkLoT!|jGmfA<b6{gQX^~fb)QGIj%$!Ut&>YzFl
z2w*61oA_P#uGhV}?79kqIdMkwwbCXMoaCEju??6jv5<0V<0?}JxuJOAu0QU>QWbQF
z6N>xlTGO1QyegFNB6`G9c~Hp1PV$4^WOi$rij0lep^6A0SN1*cgg)yHWyiKlL3cQz
z$g16khD8p>@`6~ud(#Qs<_+Zt!(|2i#tG#ZWm?a{?I|uPPbD_G;3R+LO=eG54zoG2
zCV+IB^UY>#ets?b`~<pj<kXz6nz7d8N{Od-m2rQFrp^6fHMkf(`4#pagj1E{gG<u6
zQG>(OxrZLA<gQxDd|V}^J$4+<dO0VW=0AsW9sLQ8OfAfjsdSz0;|WEaq7k9>v6$m}
zeZd6#3$PyOe?gl#u+Ml&;Z}#@2GWb`VQDKpnFzI*T5&SjTbxkLV@_tlYhWJnWFERT
zll{aE#r)UF{ALrFe|s|j@MKyZ0_h_z1ku&je^~|u*}Jn@q`r(1Sn;js#_GQ8jN{aL
znWKx^hx3Sjpk(#eS$ymi6^&h;sjq}no7WK->f-|TashcpKVJgpg#d+zVc_1%L)1ke
zvt7WM5@?J?&JYn<d*CI@U=ufBZByE>xaM&bI#6DCE}O2U!MW0D$N=s|an~diqz>a%
zn-r*HeDtz2%61sH{^%X(6FYP6#GYVQ>@Q08YEOwYIB(}nrRjOf*0mws_b<D<N)-{S
zM(vj)2($J@yv2hjCdJi4j6Uh+kUq42H|o9u`Ckt4;4ySzmDy+`UkU9e#g-cd@4|3j
zNAcI4$U#1{2ju&m<Rou0FSA_Rn-hskL|NcFR)+}8QBoGTR6&l&>*Wx5yf>CxK5q{}
zPbT!xY;6eE)<fHOA?*q$Ht&C6MVmtP3asxVPYsNJ56r_(=0R_!*`~sy1GlO4Zf3Ts
z>#~q*S|KTukOLv*=8$As`2o7%znq2q?p+8^#~V`nZD_Oc>tvhdYCAv3<k>fm*TF{3
z&;V@Bb+kVdV@lg1IMDZ?1opcnP~JRl^mYMzx`6Bno|VA4IuI)r{KZ{(nb?@+V$E=|
z*a>Wttj#)WSgQH8)(xY^YcAlcE+Fq^`APym*MYYBtgA(h&s@MyEFe1-v|8>3zkS*2
z1vz9i=VJu)D!wX{TW7opgXN)@bOEPw#?jZ}nIp(v_EonFP#tLdSIHlll}x>hEJp-y
zf;~OZ=ar$YiB7{z@0CA0I?-0*sft71g%b4f^3qHsb}RT4L;MM^%CP}10dyBpkb-SP
z`#!@k|1r-ZM*WW>&Yi*VcDbTsY1B>U54dy|AAk)j;%CPPWP8&scVirSl@c2Voyw87
zUNb!DouS3(^?S3TJ^A~*`Ig@?{!r5YDqpu;u&sVhCH0FZ{ipvyXZKT!q7K9T)SwIR
zD+g?IhhBhIs!`2?5YJv&JW#_itwv4n6XEM6k=<>iJZ6^CGp`LT{2JrDE>31gZzemN
znG%OH>86C@Bph2_dwKiPG$(GdH;!G+dWn0*1J_R8aJSZp%lF2yqd6^cA8WXR?{g-@
ztvl5AkvD_~-M4R$=6@UckDA?}*<U?CS#^eC(`;A16xsp3<_+cXc7lR7)}X97w5Rr*
z8VX04QJ!n@D4zCz1n-WzWhVo_U^*H8HwGL0?}Hfgh)`6y1=^nB$j(E`1|J(%gK8|!
z2uI|IkF7@L<f!@obb;36Qd2jC#-*10ipkvyB{>!=g*x!MobU(F4ojdFzrhiZEx0y_
z$=wj@!8kqCK?Qryg0-i}K6&-%j_Sy6f@J~^4eVtN;P#RIU&^668@I?2XZ)^kS0yeX
zkkg*h{u@?@%Gby(=ey#G`_Th8)TsHItn^q)Jd3Y1Np<PeKWKJU#Zy<+R1!~R+Y6O0
zMccL0Q-Ql_;KF|q$m{IM?BK~{|7IPeF=i;{bjjo@!7bahP$hR!l^bZ&IEd~c@FY(-
zrzvlJGpC~Qs^Y$^am7hqa9dE(#bLz*-B3$wJlU%}+1vqc_-R=A;LicvN~-usfh?3P
z<QBVP7+>)7uu^jO%5hKrQBOWc3XF}i?rutK{xWF=chaU}5EsdjJyd~&$R2ga;en<K
zcPIJ2GdpX^ES7pFCucx{AN-_;Na~3PE>qyZz+i=YNW*cBVT#&RTI=z0so^xZ0)!pl
z1o!m>v!7bHQD*kBrDUw!zSKRnJvA<s8;hhq4pHZL64^<;r9^#0{D~T-nA)sE!^-4V
zMk*f%Zj+5Oc5jeQ3Qb=)B^+%L4n_tk;am9GB>9ZzSi#4&xH(eqbTxdNq?6h>7C~>Z
zu~(!^6q<DeDgWIVI>+i4m0Q)Qy-C_Z9PPh~SGaEmD4J??#}!<u6NlrZW^`^GR`B_E
z$B3)SCd*&3RrOG`u1*?fFJ)T(+SCY28i>O+Y-ycrt`;zPfNK7YKD|99-kxi3KY41C
zOyc8^lrzgj=B3u8Eo)7inBs{|cVf8)*D0Z2`hSGJzALpjeLfPs*lJJuN~Rm_QM+Qk
z4Bc?$RTLkgAKtA|CAXS!9-14SolGVEGmVC|9{Ca?xaX^3Xnt-XN^4kQaY-5>{=}j9
zPi@8XI7@UCxaP9=P0a7+-@xD770H?Dr0UxbkKs<kD7M)-t?_M^@rWCi%B>y)_gxBZ
z;H_L8TNs=Bkdf%(G;wpp&9sj&!Wh0;&bRnm#g&HQTWiy>p~IzSjiD~!APF>XD7E6t
zx$~~5{tc^UHUBMbp3{z$Y);y>(FyA^QhZy40Ls2M->s5T85=h{0}<<0aj!rSF*Z0;
zM+<3W)y-}1JFAgmo0yq>KXs8#ZMFsmoRqXwJY2zlQV;(qJ>dOlioA+=a>1ay`t)yn
zZnW{IO9j7e4sB)iw#YVHo933xMTT1e;pPfRQ~K-zj#9+Y@aSCK*&=5_$y_z&t+K_M
z#jx}4t9U6MyhQ1|dpLPry?N}t=WLN@D{blcszFHCfUYbX9!{m3z->R}L_Xn-<aMh}
zO2iGCh@4x6p=EatkCH1_>zvS+yrJCi&noDr8r0Nd14?R!`ogMTs2)#*^0=j=e%K_7
z@L!Qm0yWS7KA~)=`xDxEjH0t>+}FPv9xGRv>TZ?JJ9d^jm4TI@^y<0#2(!jk%aEXp
zUi9ZT!z-(4ZKti$5)kN(6P7T`JerZ(ctmab^OGgf@S*t0wXk&G)=-m5-zslmvN6aT
z+>zp1LkEcWngq>7<MO5Ixyi;Tfb`|hl}aLP2D2nGQDOA??ZFsax#Y#eSriA4ZRv>O
z9nyHxakL!KNbYcW-;?*Qi^l_izqiVK1e$ar*(~%`ht3Zip^}pP>WRb+OAZm)jOuRV
zN-%0|lg^E60pC2#sIkrIW~*(Jn@XWJHXYOhd#`&1TJ`#<Z+=!yKI2}$TdMOapoH}q
zZH%;SY(3bg$r(w;V_gKh7qwa%Lv!op@}42i8<E)oT~D@>cd3*YFY^^6Nw18Er`a8I
zqm0E;Yz?zeU}7oj+Fez}Dk=N3>rak~q1Yuz_V<ngzHI^RRP~_NqvIDxl%-Njfqu)S
zkvEh^wr;ZwiH8#3Z{v*<K8xADdu|HN>6#m3eC>jqcSCrpT!DJGMB1PjN^hLo2_Fi^
zNbH2bzg!cOGUBOnkeVz!MZRBRl1xmye{oWtzijK@BZ|xPv~4}9_jpr<DI$Q&!i_hn
z4y9F$9$AJ8QgWklJA;?Nk9wnpNg{~L=sXjR@9s)pC5=>j?Z^|D8wzCmT!_%2*unN3
z{wrMD81?T*Q3axV{CSYmE|0Iz=<EAVl&^NyHkH@&;QmUXU&omA;_KF!bZ!duq9X%x
z6OEE@NUs)7b6cU>nvys%jGK^f&B-WC{Qr9pIw>Z8bGbF&8=-Ekg(4-Iq|`&$A_7V>
z#V#BfhJz5fG1x$1p)`|kB%UgJs1K~}<c7Z?cTp(uLZE5`{UA^1KyN5}x+O~1MdEM7
zSFb*lX?=Avt;!my4qz|vM9=p|v(wwH&^t|Z&(z!;Y@P7>?$<*(Yz0s&Tfq&SbXIGX
zeEsRP5xMck?+Sj^gmWg1$on3-Tiz>t#V$sRbo^-76ejA!jMz81&Z&4m)T$V~LIHgG
z9H3Sd{wyvssYL#cA!C~I;(?k#MpI%pIaT2Cuy(s}H>@6uBk1^BwLz*Wi6k0qP)vXO
zQCL9-C!ODL(RozNR}4>=5+iJ&lSL8@n|%Ipgj6Ou$rHr`7n!}@%L=+C1lmsQXpMX<
z?>?DSew7pWq9>5Yb|)3^xF;}4-qLr}3H;C#$Yy#|0sjjDZkwZ8C=}XGUeouF6Z)qo
zlwIMS<nJ$?LzK~AJ9nd~e~~c4)@8fLv1l)Xh(^8b&Th3f4w>L!mCv>Uc7qRT*Z~%n
zwHf#PBS|v5d|wwWMbeDuH)SUcTQ$v}n**E{chI<SSGY8ua_k7#rsX`w`(f=Pk#uAA
zBgJXohK$nKe1uQzL~$k6B;8oO-8uJIxjl5C_rtnJDyvn-59}|Ynh)bDqx^`>cyS8%
zL8HJW|DNrZ7nGAjBs)}`B8{_Suxe^TD5N)y#lW=S+#_{p&kS_3Ke(`$m0G?5US9+m
zX5%r-7=otu+t3j5!l!d9Vw?Yk5qNsuxy|1<8ly-JDVhN`_X`d-_v0Pb8A1`b!b6DH
zP-aqmz!TS=oH!l^U}hn3Q#^2Y(vi8CjHG+wCb)1s9Kf7H;8trm9+I;1j{o$C$~(Q%
zlZl<|jxQDy9NeS9%wrl;L?>m1^zw~T^P3}{%tJ0FoBs{T{8wX|TC78<<wu3nJqys4
z{_V;9!(y_{!=@6KA@j<1ISzoSa+6pND-q*>X+JHtcXKv*4T(Ox?2r?itfIv#D%FwZ
zjtiOC+`q%JcaC`ux@(kqvTp1S@_&f+I=rDK?cm_p`DR25vYO5>LvxyqDnsQnQFWu_
zA2|XfBX(GAz%g14?2x02Y$u$LUY{L>%rsAeErzSUr8Zj|8Y~u1lZ}NaLbZbn;#hja
zEX32^RrGycbc)N#twwSF-0Hq}Jjrjn$uly0QMc^e3dS$cmVu3E4wZ1k2;3IF?>&*<
zx{%z_RNE=FP?=85K(kEvb8$QgRPgMmnlgk?LHweJ5MsmwH6qf!ox7PXJL$qR2xqxq
zwPpO^ekUx+8^&GCG$q?)4aZqt&(|2;h@M@RTM1)lhj8P)dA#3lLtbv2u~tFzHK<5-
zjSsF$H^N3o)43I>@fA)mPM~>xH8Pa;r86(0#tRkrBMr>Wtf<E5J0<k66ME1a%G1f~
zig!)pshU9=p*Ew{82&FO^LKA1G%EMfVy*1L9GGqV+j5%94a!#QrY@tysni<G(dxYI
z>|SfWEoZH$bxv!rL-v2eglQpHRMkbLeCkn>e8h9sb`uxbJ^|C!T9h|*bUC>tXsVD!
zwd}#^i=>AzCcW*PzfPpNnV5JM77$N7;U-e3Xyj-!hZ)IF%2l5PQZy|(NznvLiNe`i
zB!T$w6~xs1@{_bSyhMO`V$2=RehJ#EgH~<LO`ww(kf~v}OCvj#Mz-UwLTzS%<ulgt
zk1o#o4Y`$#?_8WqZVoqrs=K&(8kKg*%Hl6;`ZEHB=9iVBNol#2jPkpjl@+~9R+c6j
zPXapcqQt?J?9++xr#+2i7owdT!KOJ?Ni|7lKuukYi7v)Co53B(lDDPNETW{fu)>M*
zpT;<-M06l2QJS$Ny^-6-DA*-Ckc8+(b&Nf`oP(uZyR4ZbtfCj~coTz`i%P(AN<h3D
zMHwe?%XLc3W7R3R9k%d=OVl&FtiHkurW>VqO9zRpzANA$dHV_DGLI}}Tr54d1M>zX
z`CSp>CT|xHl$*Q_3$V&OtZ=%~dN=u=!6?bWP1u9CM!k&*LvtrG;g-mu#%LwyNKf9#
z-QXe9Z>WevZprIKjY>aOf|k64uucxh8?m0?ma~Ho$wEVs8Qw_l*RRDqR+^UV1+qX1
zyT=K=_D+zMTAN1igBM0MhT_qydMTB=vY!?72PZV`Rg4x2r{-0l3Ht#>Cg4!$H{MVl
zGFG8&FQGmVu86|Wwf!p?hH~vQGxb1jysw;i>Kf2SiKp(`=W$~vjroAaZ1S^dQLCCh
z7EZI?&y9*||BkrrboiKekt+A;-1>oV^7n1h(7CneKJU`F*IV%cmhGl!MW$;-Zv7E=
zpr^(>R+dm?7-b#AkYs}R-St6Zy^G+A-E|0hSgjSYQY)hHC~oD+|1kG%A5Q*wfM4(i
z^L+4_#yp}ilh#TziKUN@V4e1mC-{ADFb|3U)xdviU|Fp~A76ZgkoO;+;9o<*?AG8r
zcp!Wl-b#f=cyGYD?T<yNAbks1yGS~axJUYOwxhO%xgCurdz{X@(H_ecv271k?+()6
z?G}+0Lj}|GYEh4q=v4-~DE;@yE}#!+%KdP!vIzgi^>Rp6#;FTfkcg`=KEN7qFx{B%
zg3WWoxIfvshjZhFz>>O(7B@XFn#P^ZjWu3(!M3<z+_PL#-+56N&Hm2WpW!>txoBV5
zG_DM2&#VmoH~I+v_YSyx(aD_HxWpcjV3OX^NZ2bonSz~5)EK1kUT06!aIZB@;c<T2
z7Z~;R*~^tmPwc~FoI3{~qKR*9OM2|_8kB!IH-aAf64?Sz>_e+^Oi#LCgN`dz{Y=R;
zp4=<zhl#u(WfCK)+c|V|)Al;;X7XNH<7wck8fW`iuf)7?05b5JFhlwJn6$5jnE$1P
z@p#`@>w@OHp*+|>4TXr?<#aJai11-wqo*x&5kGPh*)!fwz9Z-n!w-c>nQ{qB%-3Cz
zYi<ZTjRXlvJRAbyp*Vl)*2{1ixJB+Dem@@?hQNlglNgj}+GB4qL=rn34I!GJ8ZS2k
z;QBZZVn2(>mWcXhOYDgMia0uKivJytuM?J8?x;5W*|RC5hYx$#j-VsqI{W45qB=h8
zZ$B9_eO|NAwo5TfJoIyJ1#Gnzn)DqMLgD6}qZt2iql{cwrW_T`8&i^YU%{OJJzHok
zD7$~3WtHsT#bstb+z2O#S2beVz34qmVkz2Clv@KMUoSOa<CswFcL3{VS+hX8#MlC9
z=`1JCYj&pNzrwz&7C7y@Qh~H@4aBC{Q-QiUK!c3VE=C78gT3Mm#h9)$xc9O@G4;_g
zGOA-tb#W)Tx$GccRos^~Zg3!OKwxa-Ke-KzH7?jHH;f(RCkl2_gNYNa$&|l*jJnJC
zxQlkwrm-2Kf-jUoSVdTp++qYH5{8Jg?EH);ZfU=2ZgTwQj3L-gF!#J^jB(}6vyjzk
z+gEao6s{RjmHn1k@_}ML(3Es!Or#1yB7$)q_S8<ijM!c|%xU;2)0_)qS_b+f0YDq_
zf1RtJ)NZ}sGD{wxi%hBtHcrAG*I?KphOM<j#<rxMMj*yFnrYh1Z={quE390UkqWZ1
zOD6L%2`r`x0fU~*NyWg-aWb?12UDD7LJl)#9&j>K!vbA=s3d%_CgL7%9M4pLlcXYz
z#JktdKa<xH8TkU0aXW?s_k%Z%8&KT4H1|4gOMX{2M6M2-S5z`k*{Jfavo%(HSGGn?
zecY0Iyepe^SDhx0FAW*nRt_*axo8i#Y21FE!e2JTtrsD%vVm#F6c-}hjo?<ZP6_mq
z&M-f(C;M+>wTrgWrg5u*{c#&<DfP&=9l^@^Sw;Db*8rB)*KX*<k@i~DYYXna`So2n
z##qt7U&r_b`w~JE4E^-3HIZE{uG1Ueq(-!|?kF05(`<HlJBt4MhHBu9VegngE6rR=
z1@;GGsol8Deia|S9hYjn)*b)TeQVflWA=#u*LQ0e)vTJ;yh=YjnmXnLW)$7RAFD8?
ziTI0?;wp~%f~azqlsX`LrsBB2MKui;>s)+hb)0f?2=qv$KzAH)atM^f4=AN#b}8Qh
zxrTzT<PPt9Xj^o6uQru?V&=wXJxHtG9ov`+-^d8_&C&|EubH_eW`?tX>G)y}-f%Zn
zW-_ckU%Z)&_}$#U;a2c24tI$w(^J14+l=-d9E*JJQ{Y_k#P6>DpQONi?P#w3;T$<`
zIu-PfB>k{P=j}&KAN=vy;#9Q;=m$ON?|IX4xm6!(8yBeRyC&&>X>`79F74Z~wdm%2
ztb28=3HtAz^sC-<*32Wd(0=3JqncwekKccLz@eDdRD3MBHN{UZoy3Z#Y9<Sva7&mj
zjRR|*sPT66#$DQ?7cP8y$Qb>ewDrcV%)O{1CC0JtpNgzEW*W%+>|XSFy+Ax22@fnH
zyot+{;{y}vOz}X9vG6iADiP>r%)|?(rxtpv(I8Nj{w-m?z$f3+qQ*6(&Cet0>zxe)
zQB<Ooe1A}>(D!*KOt(gXYIJ95^L;*zkM|Sl!8`G4>oW4yMP))?<qmCH<3M#9QPzAF
z*ZGa2sS$w`twn~>wn_nYW(bnA?(oU%F@{Kmu*dkjskXZiJ#8(~6mYnFTSfz4PnugE
z6*i|W<l$Yt-59F%w4L9#JO|hIjYK5uN)xZCz{Pm+h8jbH6HUBKm9Q|c5nXGBiXS6?
zcg#&5#Vs#p-MkzaE1HZ&BqtFEU29R?J>yza%l{Tf;o>zeQ4lqC_{CGDjwPV0isXrM
z>b5{d(Qd3FU_qfm^TmTGq7fZS9#?`I-wnz4dzORAoL&yA9bdza=aKiV3A!BHz6NF8
zM*FLn%DV0>mz9Nb>rr9L3B~B6)_CEXU9MIUf7u$tW`-2%zCRFwnTE~A{GyhuOKkTP
zH*A{Na4NVLpHoNt?rMQG=|t^7vJv}%r7^y;c;bOT1zcKf(=pdj^y$9do}`{GlCAq^
zHPT#*1jjiJhvQ5+@1Vlb(0ybQgq`JC#0;wlRy$PUR6B+*y=ctjab+p)%|IC92KE;q
z0Bh-olk0Q2MY-d`<sK5Ow0Y>~O^jJ&H-OPcFWPi}pge+nHuW2gI_!bKW4;TXn6ISd
zpKEFs%Xy!42vjx79pn)Wj{GMk>Me<nm`UY~o=~2;zYV>Vm4D-~{ZitovVE-xmblvT
zKzXD6L3uPWv;cy@eW*+qRQ0`{+*aOPt6q%>N_3>}4i)`z*<$Mv^czL@b%W@Sc@{A$
zv<R-(H$QOID>tVu`_R*@Q$@byC{kQQj4cZ*$JL~td!V@0c5zxOS_wsr&b(V}Ftoqo
zghC#3AnghmmOG&|{m?5=1t|geOC1$(NIaDlfcvZX|DQizuB3tDObg{NgEwXW+(9}K
zo(Uc6r`>4C_Z+WE55&-;yT?UP%Ig@fRHLY7u#2LJxQH_8#iivCl5`C3D&Rsbb+X+#
zyt~(WxjtS0hGLCYuD9>PzSq&2v6M6}vv0*DYj9Vmz#QBq7RbR})n<644er9kU-00r
z52B<Z<Ny?ZZ?i*|JFy3LX__eS4G8ow#=Arr15rfsV!Y4#!iO<021)P5h;FrOi>kN+
zlAy54bmPdll62$sjB*HTu)=tU*ZXqU>dUU8)<8tn1F>-peHeqJ!{W_k<KQ8lsh}#6
z=&U&vUK)pdcY^|zjQ1c%=uz$cO5(lt7c*}DV2tSglDOY39H;wY-25Sd3dU6z?ur|S
zKzkqBI5bcl9{g$tL{@9k@OFVt5Kdm~a^Lv+ls_!c#1|``yBs_+?6rgS@KjV2k_U$8
zQt{2bCAFtXz3?rr2!o9E=-lu?tgo9V6)E<-s66Z$c4gch6gd)I?ktI(VWK&KWT6na
zz@Jx{@+P94PWR*^(VouVRt|GCWecm6Ej;_~QVz7voxcQ=((M^_DPeS=5nMi$lt}rX
zE{&H%nq3m*7#!~SFtqw}9}U#?os;r@!Sd3~BM2MFL$nFw8wQ(?FH2h=g9|w0De-Ar
zVx$4u-zC6jir5xDeLT>}D1BIZ`4W`gU&>dXIDb0pBkM7w%ZU4HZE1RE7={30@{b%|
z=63N^c^SJ1-`k7(P{VP7x<+dR=ES0(U4TqqAf=C_r|OL_ML!LP(wlqoktWE4&z~@+
z-uOt0Y(5@WK2HeX-mab)nX-O3lTeB*LDnc0O9>gL4za1m#~;de4ehfZd{Zio$Ejn(
zweaNA>4680mk-N<ey`#PO|D^#=E_$c4y{2kLo*I4Ex#u}kRzLTJ&NMyX2uXyoj?im
z^GeBi+J5;*4lN@#FSIbHdF@j02j)1^nx+}Qt0JyCir}zYQXub6IZeCb3IEX(&MM}4
zRLvtQXn91&N*uDMJ%}0<^C_b$E(ZzqM3s(6-?`fsnj87FCo#t8skq&AZbCc~&!s#C
zhu7If>tNGX&%&Op!?MC&6!N#BZw9_l69-QhRk8A!nSQt&<;@J#HZqTJ)uGMup@9r!
z(g}@7Jb%RMvUr&C_tO}rY*A8flv3htdGY3b<7-pg)8i}AU$gM(>s`XWa>OzPuBV@8
z!xYXa*l7!f`xDu-#RynM`eja_y793KR;a%GBS6(8g6pU9Jm@j(C}-+I22HWLC0vro
zUJJWo0V`7VX9BUtZAYDTbKPcgzXpN1Ut0?`sTIAs&jv;s?T*UoZ)5TE#kHyM#w>FL
zEnbW!_|bf5p|z`!me^ve#y0J%2UF<4bNI8z6>+ph<Q%g$ar^Vo!ble^6)@2g55WhE
zo*i&gV*UcuAOHJV=uh;_FI5iO%U)ZyXACpmJStmnQnjF3_S$yTX$6~)T2{b1zPx^X
zd9|W>`lwt0l5!I$Du$c&@%X#wvvEPJ{kWw5=%{4~ygvP5W+2YE?IWqw>pJR}XW`r<
zKOf(bzFGo%z2-vwr4;Zxkjf0$P$RNnsEs8O^RM=kgfnjttS?hpK)9B)G!GY{#QEW8
z<K^!T4^u}xMQr>gLRU7O6>wiREcanWN4^(}&bPcXy?YKi?S7u%-kxA<;$l3H^a{A+
zSHp7P6xg=()&r1tt|xYuCzj>i6okBQDtWhQV3s%T^YKaaJ^_r=YT{EIig?Wv%uV>4
z7XZGXz+Y)#?vNpI8;ZL${tmjn4D`=E>7RMh?MYEtB(@f*)=E+DS(rGpg|R-0mIr#`
zW?wvYji&ApPt|BjvkZGKaj$|Rql*a*t_)1Vy}n+!W}!H4S+HSlS%=Ynly6{Fi^z*H
zMd8zJyqxT(twP81Pcw`iCfFruz2(?rR?D!$2gXW8TdvV$P;gaVWBPLqrXf$v!>sCj
z=t^cllR6t*)jX`gfpJ7}G43^$K)ll!QZ}Y)krRs3WrUnCg!NJi;^>x+HT+e?iHyIG
z$)j}^m*;4V-BNi%Ss5Tg4j7NBL+TeVtX*|=k4ryM>$vQDZI=UnOO6Q{HI6%7do`ST
z5RMX(a`i#cp4C?mu^?lpDq@gc1P5zi(HIY!F(6~0tDOGFJt}a4;?382T!SW027ios
zF5YY@w{Iq`ej^aeImzt`+^)E<>s+oulZz`S+hRhr#l_v|=GrR0sJQ2JF0ag)TrCJ>
zeBpwhQOcfqTq+w%aVk4B0%TMzl#RR+wO^(hc_0ZvCoazp{*)I#%hs+nn&?7H=e85=
zP)O-J7Q=~}yr2knNcl&@1h+qcM%d2gX)($+l=uQhTdjdL+l&<jnxq7sXoIaT1(sn&
zfW~=}A9s;$KetMeU$n^~BA1jQAe>w@RiKF+bb;;KJgUGL%$vF(j@6pVRgoWrb3Dig
zEHbwn=-OG8?Djb5bH@o;iw32?WV&jO9db#C&R|~C18To%m!wtWe|9z6zOSi5-l-vN
zO9ZkE^?Db`2I6;DKTuCRRsBHi6LxiqJrW{zY7AERhcvuM*&+=E_;NJoJ-EODp7_4r
zcvJNeF@f71x$735kV!{u{g_>QeX^rh&v=$LC$u!K4(QCR4*oYrYW(llFi;ZXy+3AX
zs|q-e$w8QMRCV)&it^C;sS|Sew{M=gws1lg<CusaJ7JAlxxQaHjE?_Le9gKgn8}LT
z1|gbwLky2v_q~k8m%Jl^YPdJVsv5o&t;xoKyv7_iT5|R9Dk=&Pl8a=XqRM!#Ip_s#
z_rZi!kpA-@o+v?YypmA`J$22u@OM0Q+`Cq7+440b{}wzI!fUMq=T5g{S=8J*&PV5C
z4^5~{amNvTeo&B-F;>H?od_(ILLp)8#00vd5XRM8{Nyq&tjcVcF=uP5Fh*v~nx(P$
zR7TR;i8bkm6WA~?!;>{#JXMA|^`vE})=puJ%ozNd2F8&uWMmQGYaa(hIL%8)WbX6=
zv-_=4-CquaG6sL9fqAhMUyp&{X@ti<@dTf|C3vJ5l<kBAy#slcS1lPR7hjo|I(een
zVrG2IJ+xLyH@$(p1sB6I0c_?4EKWVoVg}Vz0yTef=f|?k57p;T-v|jCreL-j2Y(SL
zXAE|69&&TwwI9KWAQoz|;^55CAY-BH?dRNYb13M=bBJWUBN1;)1P_wtoDXz2-g05y
zaAW-Aai`AN3$V}cCFWZt2{%F*Mm*JSZA2MgyI|+tFmBZ1njfRWDe1&xDC(%zz|^Tg
zwzu<JCaN1cBIO@BCJbf7(_}+aJn!PT|CGE+z`^BJp7Y-Z+TkJr{>eeR$D*-|>v>W-
zif+<g*m*Qn&v1BDSUWq9{ZD7xQ(eC4Y1#LPzAZT=9bW33Y_*uWNbvP68w*ZZ+m<*|
z`u7ikYQ|QjmQ7N|g5BBmN#ru&Q>pEmq}8D2@kr*j!Ttoz6xW@yMku^){QXau&7W1o
zPc<ShK1XcKOO(01PT4fArJN8?k<cGdJ@PT-Lu}Ctr^HX-%!*O^7w}jq8?xi&71dzI
z)27(8aH>{>{>&$S*Y_FSa4~s{Q45Jn)Nq_*2_IZfo(*f_BsCHblq=Ij<aRt<;)Z(Q
zpv~VQ*dQlvpf`?N;1Y>jq~X~1Azd6D+l1-;m_NZ>;AGDCX7bk2-IBReWAezKnfde9
zm!Yh`!QAd-zV6NB&7<E*Ch{IwmBL!AF)6J+ZM+8DMJMiDD30$gI3*4LB~evs&mK%w
z^qTb65!5!D{grSn!%S>Z>sqvYXGUYA`DtnPvr3v*{wADuhItyF4h{3Hyn*)8|FoQL
z^*Jr4TL54|_$H!Yy-qtPS=~=tW-hG9n62KOslUsc@(S+=CeX1hNc|;lx-p(~p{AXd
z&U-SD%E)<>+D3(3e@moHEn~dmLaucqg%ufR6!Nr&<dHXo>}-7O;uN|$?B2pYmDdAY
z_}6rstSd3V3l<Od#0~@gMR+&OHC%Voc)wcnPo*19kZ<ughk3UCZf317PMh1~JWFF6
zt@#O@^7~gUL>SN`drwpm4-mV+9`vw9+0wy=#yD9fg<nB5fp@ZVi9Dk$d_AuPH7bMf
z-ta51HOE(s{4})YgNpQg5&qVeod>%h-9?LEN8O*jfEz}#JY~l<?3U~qfGZo|3Ok_S
ztA7oF^SB-GHZm8`9#1ZAV%NDsC-m^Y7?ARYFKC6egqFZsYKY1g!{{yDwcSmP-p*)g
zl>JP$r>q{hp{5j_xE|7j6#vX>N!CiQ3Ya#wUsRj;8am&O$6(A_>1|=H^mZ;4uD0<F
zFBLAg@r}SEZKb!N_zPa?#g*)kNbc(ejz6Z(XO<eR)m~$SE>1zUtSUK$k4Dg$WlN)d
z!<eDj(_jf@O##N5!j}rT?+*DJFO?69(Spo7`lq*+Q;j@TROw2HH0Kx3#HI70TFbSy
zh9Ocf%B&i!Z@lxFYzH_Tc-?GQARtZJ-BgRV`qLwj#3j7~Ekoql_m=!4hjG4v4_9l*
zh`0|ozE#MtoybBl_D`CXUWJk#Nv}%J#Re<+&f7>$6<>;{YAeTCTdzEdiv7HDX}Wn=
zFwBTKL+#6CCSxg*581HTH@^?sVppWC>FIaSu=rq<QRa-(ot8W!eIN>8UE@2rBDX@3
zdfV+@D;RHdKO_Bg7rn5^+QA2njxO;1XF?S+O}#r=e;1n?S<qODn+_S1>IN$rX)e@w
zCF2+%^}&d(gtZEuufw+<34!-qm>wpzu)<YBo?QZK0m9!(3+1Wcb%1I#2$nX!I72l*
z$8xk@D%6oA|D<d~X#BLRtdBz#g9Tn+xuD!ZXWV{Pt3^{eI61d6J)CYf0`9i6&I-J)
zM89?`<zR)^E+9cKz*JCeirA4CM(g5GKx0<{4bMso(F)*fJT03B<8jv0W)IQX@WRT>
zv);lrFi8n;{SUj?587<jJ9Oiz_Zx}9s>r8hmlf2@N*jWTPMMWnl8&_umZ4voVL>Rz
zRaVy75Q7vug)O}o=(yB{8m=rIZxO6$>~Z0CNzri<{X#_0Uf{QE5+Mnj|Fh0twMpaG
zF@A8NFDtF=I4j#EBzJ0s=VfC*NiVHDeuK}Y2SbwExL_w@FR(;xTG)CrJ&qo09gOnT
z7C*V-nsJ|7F&FfEy=cfi!SY65MN83Wks}~=!AZEnq<e#veLZZN=CZnqr*d45Y%2W!
z#oP%8I(pX+;_^4!sc?Y#N}FH>W3ei1p;p-Hw!u!m=j<Z1vCK1{hg75SmU<ltajh?(
z*)G^aq`@`6SCbHFJWUCW4M2JOldl!@yawgGnOon^t3$in2P^o#^u(jayzsmNnctJ*
zjL0u=;}6!|RyQ@PiTjv>xAV#&)5xUabYJ~RC23Vjib8(X^!T7Ye+m~5)T~F7okLCG
zF_|@twqHmqxJSctK2{bR_$c}@CNl~dRvqLP-ejwt8)FptQH_i#3+ziMq(<jpL*!g_
zK!<xnx#s_?mRZ3dhU&Wb`M5ALp^K!hFfzXrx#Si|5jroMfTRuYLA@3HIuZvO`{C%I
zL$=*E2-9g8ryR#16|-rm?2j;75G@aaa97MDj~hMYW+NWoR3A2}jU0JId?^QOds58v
zN~Nj&T|s@$U*bz^#K!Hna|#?)BD(oCgf)b_P_;aY1tFR?4;Ld3-{dH2*c*e6M)G&Z
zprihmR$E{TYd10&XAJsM8o@v(5{A~8;`U+2S}<`^Ioh}$PNBce<+$m&7C{*|HF|-q
zH;%F&PpYGw%>q@zd}j$*Zi=R&KEb;vYdWlWaDNQKI=2kURYT_g*wTZ~$xUVt2v#+=
zD>5=(g{mWUSFj1C>_IPebPlYz@HNQ3#g<)b;2Xu$WL^CBKL<w`7bThAxEDUqRx>wh
zNDN&soD@zaav|}b;!lL8H7fcg2bH5X8-JTrK`ABTD>*hQ{gv#(xfYS{M2QW27{%s6
zD`&=`n=OG|z@d9~!oHH-tfqGuNeZ1`fj@7f;H`Byy1i~jOBblQ8^n>=IUfYe8ILQ_
zXdP7TfGOqXVZqAANEb5IMsl-&-EoIh7dEd3iM$>$csRPsHL?i$<9<|pLVxVNL)X#O
zc+o{&_LYbA9#wCrcMPc~jA)xsWVgvBsnJQ;?rZDOaz1bo4=6bcK)!|T{-gM7JBRSG
zf`sA9=wN^2Hy5?YO|>ny9ySVM=K#IYHH3%IOEl&CCdbpPv!=bq(Y7x5qw}FF=+(tj
z<<vE~*=YMpxGzQgO($ZL!sw(GZ5_j1uothZH_vIVbI!@6$u>A^T<~FJN%mqs;mx$|
zbCVKugC;13IjYLeO~4#yohSJvZ?bK$XBGKVjf_+8ioB}C<Pvmk8=L_mt{%$8!jq|7
z9D9uFf!%A%#D9=Q=s$lc^x>xY@}%m;NpL|i=XpLwHHVoR=jH+1D?>{s!xfhiKe@(H
zCC_^pbKCP~e{9nbiH@eYE|VM5?5V-J=!z|x=5AVur^+Z2K~~0Wo81^iepHjwY$IhU
zr9S!%_K}Zx;)i?V+2)AJ$r=|uXe~<UGPw$U@FXhI?}=REjkHbVz4NkXwl%?7x>*y$
z+D{InFK3_{_j<y2d&6xjxvJE0Mf{;^DC~PtZ55<}{OC#kE|lE6E6%3E0MO?fnsd7#
z#urToOg1;9HM}5wef$N@*T;p)ifup{bAmBOoeNG6U-N=B)MichyFk80m_6zcQ|K}@
zZeFm8(bEO#28h^W()ohij0dPwT8{o#eKuI#$W(G>=tanOIcRbu#mt8necn~Xvkp0T
zD9W2U1=C#gnV(LsMm6S4E>1U}Loc<>h1#s7eN9OVv{PDaOzlNI22HM{`q3g)+Ru7v
zaC*IsA6)p$IANoLF827R%0*c@6)$R)gA*Z$D1U%Nykgj6l)LDxoT!UZuVpV<t&PWM
zA1sEBIw|A>I?~iYEUkJK=DRx+-1aW+eQvJZil-=Uy3XZ6RQ{)vF>u&|N=o|)0!(mm
z$9iyQVy$k;`#p<OSw8|ps}+2u4(B$<@T-0p>2eqM1vi(C^%yAQu;`=1cxu70Rr@B(
z!IN>wMSR~)w7tT=O31%;uC3YBW6<o5&5NRpKU~~j-CWBd`07*C({T26De+0uAMo&Z
z>+#7kbnH`D?0ql5-P97lySilD?KKZWNSFeTc3@>rqvh^`gA&7KK|{5IxW9-yKe;Rw
zHA5ML>@u`z?7*)r(-r!~1>`L70*%9dck9Yv6<YZ#)LZZ(VDoL5)?Lh#0?!6h^%Rzd
zeLE!>`7|v}NF!JoZ0~#B6Su{MvlV+u;x1}9_^kdoFX5%hFDz2c1Bg+6Z7I@}lRaz6
zG1JP^$~CarSmekO`!K6g)bpqp9zC*OJ%40ULwb5Gy5CCTCw*32UOZ5JC49C?<|?|L
zI3-s3m2Th2yv#P3=M-6wPAf|ZpG}J7%TJJ&*+EYZrJLggU*3`wT2X6CgrZMZf=?BH
zt^`M>x@bykJf$veTnE7?F<LW$i8wIm@?L8cXq5&+AaIE9MSfkYbPQyy?+yax8Y3K6
zsG}MRgS;k`)^bW!IXw8#3H`tu$}Rxe0Jw7g(Rk=gQha|pDZhDBETc3UT#`Pz-X+aP
zWAe|km87lRr-acDTi{S@UvfI?xJ%MeYoBacr!hcr`|4bD9*W!eBP<As;i8e^;`WeS
z<l(sbycrFcDE@!4J`(8tMsSR=RF$$=FNMt%wOyUEj^PA-?wfGi3tgo=cgd=A*6G`q
z$Tt!#LnrYVpm6$>2%7#D;^A+&AX}9RHUZ{r@5Z-ExUY32yONZlQxJ$fhWUTiPN?9#
zi~FUUYpE8O8eCWoT||DX)figP0He&e&MGSTt*j!*#|{)9?cqR?XBJubaBDnsyXf41
z-wAd!I=Z;`e`_hv>h5uQEx$imf1j;9Y4wzF`Y>~fjC2@jF5Gw}<``g|jmNiEV)Jz@
z_e+IOPAX0L$MY(23o=%?uz7AQdw5(+EEM>WPDEGH!#M0h9CRbBwu2jxnR89&a2NwV
zvKpnlI;D*4G5=z0$LfJ{YJcE@sbdO7`i+H`%@w@g-Q`#nZZy0sn|nMB-)8oqrZ28W
ztlhM2Q;O4sgXov)h(B_5q&S|q&2-JsG8+Rb(P<1EcpkOea;76y$*Ee&oQyQ#R9<zO
za|!kO--qz1L+nB|xB4*7WV_sIrb1?DNGyL0#s%_Tf<G&ssy<~dcuw;$b}8NtjmHCw
zS(m1iq}1b6)cgyl+C21vyGFe5>=7<2@;4e8p0O9E30|nLyivBfl%s7sFcOL)|669q
z#I<PZvMgH*PLtzzy<06sQM+NT+SgmAflGdvd7sAQS;g#2Q%X?VQ;1F6>%_IPaBKyr
zB&QW{hyBAR!8#%cAw+&c!*gG~FLG)H`sFlgeu@*HPQL9yPSL_`4PgaASgjM*qZa_7
zBBdBp!|C3?V6`iqnB`K+7rwKq+*TxF34(b{V{SbQ3&MG>P|Y23L2S+4kdS{h2v6G~
zSPeN({o9HA!@{xV(!X<Qj!((#{R*MGyT6zHY76Yv!=W@8F|wV*oO)AB)8=#NnG(Nu
zI_)OkTg`^;aQOFp>4@0(XOVc|$ZiItay%k62DwNBznAX6KZvgGX^E0>k<R6S4v=Li
z|7%1L7r2n~-AGHP#%_h&sUx|^V_(hOqo1JXU->J#z3nde>o%M<3{5y~lcSr%E<?88
zRbf~4!VutWLbC@=ElJ(JgL1F9iulo1uHAFRQt#t1sH(K>6nu>xlZHVI#W0tjI>ON9
z#nWUX`Ugw1)?^Z=vl-XfiQ`aYYEckppnnS1!U)$3oa_Q~JDM(;Q=QDDE5Y6v(0Y+3
zx=3~tdRgMuIC0W>44PVs3P(&0qs$_-%~hWC7hQDA4tysi{kW43>*|BUbzZ`LXyLf#
zQBBU8XRmbs@4-4osUKy3Se*8sGd-zrOToFOSGq&|qGysbkdM&Z6e1QO?ox<mIs$$P
zh*;^7nleHg<=-hD$esx25Bz83QnRH}V}wEu(~#)c1hOLKFM>AzJqv9Pc5)x`<XXx!
zmMZRIjVnAAb0fcmi(lwOK4&A120zN)9vX0J6z48_(X|(*mQ+)xLq8H<2X1SX7p@Cd
zPmQBLuS52Cxgf2F-{(;4uS(WmG+DVx9=;i@=KIMhC)%Q=QVf7xDy{Jo`G3Ng{3p%x
z@mvlf)u168(0hFDqbQ^DPfj0N0dFEW=d-D{Lc9MYU2_*5izS>Uboeat#`CPCql<XI
zBpTl;ed5!d`jo!usi|iE-}$Pbd3r&tj+6ycqG@&*l{99%3YrNuxkgP}6l$Z6;{Gb-
zajay`_&l$?jHj)4@m^7auLW0i0_^#C5&Vmv<h~glD~y&Hi#tf`7^hvtkKIIWoO?=9
zZC?pokqXBc_On)JmY~7Er`|zNe>XLf4wpu~-Tt$)-flw<LlIQfguNg_zTcOjs=k&I
z-CRfWOd##6yo$8t3rzNQjzPzg;KDX`W4Wsii=@gvBq|dUr|MXq`3W6B;?h`&j53C}
zpbxvDb{~)>p_w{V`v0%6HG5^LX>wR<WVo=;yRod@txF&)awiE{cj;K}U|9ue<)@XT
zHVDHQJ6zZ|-B|dpUNn1gIrCBl^ko8mS%-6nz{XHicUm}gsR;NtF8BpEoQEzIuh6!#
zS;+z1=c{$A90p)!N@aXg6#wk#U(4cQvTg>pqkZ6tbpP!gSX<QdUtwx3f|b7eyx8|T
z+4e?=^ecQFri09*A{KaJb*kbU>jizx1+}(9tW*LocVKPX{i@S6TyeDyTTNc@Vh5aT
z+nF6v>_ZN=E%J(*5cz#C?7JqGyIlAkr$ghW*S$8HUNO2*3Rg(@Xj@6rqk#z*^BPi8
z9g6nduu9PShkvhFzKm^HY+X<(E}KYVBb~S|2k8VZB1zr9qo!5oO$!JgqeOi+R98Gu
z6T({PXOv50{M2~56H#6kb)YAB-*|w<x<B??IKX}W2bkO50tue4fjREZ5@#iBkWJ4w
z&k3IG4Yt;Sl|r^lJZ{>vRLp*J>-cHd^ty0bq?CJ$6Ti_LZ`m{!3RofMG%!!%iZZ7m
z-$oM{-4{;gnOiU|la45oZLl<Lt3Ya*kKG$9V{gv1(iD*ht0*CUcSR$@$RC5&jp}2|
zgOv!&qmy@IOA4px!u}lb1UoXZ*`pO@4SJz&Xl9dwl^IdkyBtm_Wu7WY?S>%|v}zqb
zCuMg=nDH=j<i3~L(N{rUK>463P2c^~ugJ1W9s=EHL6OEx`9<__MUuPW@%peK!TbJ?
zuk#G3;`sWoT)IjV5k#d}5Jj3GSdn6{*t<d$%W4qCUO<h7YXel6T`P7Iqk<Z1G+3fB
zCW?s~V`A*a8nMP2-`|-ncQ5dNzdUni=FFMdDQ9Nq?#{A=cQC5A8nMc3uRAWKgq=#2
zFC_(8D$if=ztL(OnWX-W_NAhDR8^DWnCf^UBjwLYb(n2qR*9XcswmbCojg+^P1E(S
zO0^g9YDWq2$wfSr`sbu}@`GwWms#CE%4Iwajml^-O@8HAVjVp5bh`#hKsP?ni36c{
z;rv+q-;*k^7R}K^aQtBz?f7pg#oS`h^Iv#LffVQZnDpWdD_+(J=6n}ZH8*#4@su7$
zbBRi=O`$mP3lDD62h~v(+%ln()eGQ*$1$2!$1%^84<>Q0NVx>l7gbR=wb>`D$<E9n
z2G@b7WXs48$Gua2(9iQj|KPn3FM^`uF#fFBz3+4{rxwSuwm6m@87tG;uCwYZsT)X@
zzO$`+X8w9v;DNbSlo5YgE;^10r84o`PAICxUo>Mr9VQ2}(XBCtj+x4=>mNs-X`PtA
zkeYeRRXrQ~nXDHFvzzP1q6Uu-beQbJy0&Gm7FfuZQ5W|qG}dqz>eba^2Nv(#ZN<D5
zvscVqA-{0o^;{nQ)mXP641Zo~*c3(k;P$LCZkzETN4?>8W1-=w&Ai281)M3bQ$E<x
z@wxnuP+7{7J3?9OlFDMsR2I{T4K_?s%7&wA%P3n~XQ&%rQr*}x)tScKW<}=)olgEo
zHd-l!t?P<)@4AvYSC^?1AG@7p_(f5N0~e@>U5l31X8GONFx(rLsI)U>D&dozZx0r3
z_@rpU=jFAF&D(`Ogo3qVDMKc^uzo$!@86bG{Q7?@{@8A^8_TLVwIUOHF(*TV7jj$U
zp0}CW);RA)$pUf??8ruB;YabMOnohU5ZJssVU3(@=%*;{ty3B@2M=1Jd)8q-^Cwr7
zmG&r8X?!WA+6vh){{>tB6p!_q3d^6~=iR<j)?{Upo>ivanWgk<_RO$HDRI6|Gk@-u
zcLAS`lNF1$qfE_svQ?=DZecKZxrM<8p<pfKIS+<{hpm>wxYapXPxmI$&K;8*%TKue
z_d<Tc)gfFxZ23Lu*PER;sD??h$-<_7Jo}h{e(%G^wSldy!7j8yOCmLYy0x{1Ck4n&
zr?W8bFEtCp-%P(MF(-VWldEW}Q^EfbD8!RYZ2wT^W`UQHRAsu|lNbtBmTgf`tlE~w
zc;<xeM6t)r6;IG9mjC6!|N896smZSL3^%S!?a5_p*Lnp$!pgO;*J<ZZI2V!jj~6Ca
zU{6P&53em#`>L|FYkdRX@Z{Rh>9k}0U6XO``HxpR%99;V<tn3QaB`x)W_bTV)$_i9
zm!>F=zx7Nl+7qXFQ$x#hl6ODd;e07$Feg=K$GWIfN!<bT2@o7j%3}JNb&V>ow64J)
zP)aYJ?9Og{n`L7WMag6FmjO~J6B4xG@kyFEd=^is$MR0F@)nKdc$&0z-KEhh^X{_t
z;v{?a&sb)ILuR?!q>^g+>bZCVdfufJ^v=&rYIPlF2!+NP210wOK9eIWURF{ue}<GR
zPT%kq4i%?o_%qAYzPOZjQ=h?Z7u5#7lVM&P{Jk+~?~E7vc~ptj%fV7QO+5uSETj{+
zS|xPy=e4OSZg@{oED5$iNvMQ&{As7w$A-*U`d}3;lp9j0Vo1=wJj_)N<A!9_ppu_!
zPhk2LbkUK8^$ks5%j@PCdEFez5(k)dobcD$Q}cYQ>uKB+b*pROYk89BM``4)ga4-T
zvU9_7)0j7lHcqi)t8FsN<7gEwP@?bjc&+svUjI*LWmhuHe=S>by~cv&Tw{dAER!Bx
zXPHT%ad-@(R9`XdQA(I^R>E-&m(^m?;*>fpYuc0wZ14z_Grf4F^4`aeGBf$AWG1H9
zK5iiA;rJS=zR0wkMkUl@T~B@GD8Kb_wM@OgmDH=<!WkU?W$Qa(nU0|(e~}QCJKKmu
z4oyYROh(by%|%bQB{BWV%ZdUN+dIuvH@v2g%wv@dP4NMOV3-!YdZng)*v|Q^ibZ%y
zouTGB*Z;UI7S&Gu&Jd4oq<>*?;G8Mdl^y2Pf8}nHVwP2LntUZq*a{oGiTXLuOJ`Yx
zf6aRbFY_8j)k-r}I2xE&N>i4eHN~3s#lu_{jO)|&k`)x7)JHaSm$WN}A7$MvV+yL9
z-%{Y-;UqqNgzD}jn-eVB%_|wJ^s<y{=EU%?qBL%tNoi;fiW~A`Wh=gGN1s|USBfQk
zSxPl~VyOLwS16m9YEsHizs!5FvMr0>gWWo>HzhY&tKpwb+GNGG^VtUVt2SKdbUaxo
zx1&WU^+#o@dDlgE&Hz53Cf|I|`ign7%%ck{8^*qoS0tA4Vr|2iHzm&+81+V*a(LNy
z{5nN_f;U^f0>jcb@`mxoZgk=Rz4%x3WJ(QoFB5;`Eh=>h8E>>M!Ph3*WMeq2=sTd-
zC;tceWQrF%AhODaZ%XOgtyIY_=vBIdw&pS1S5)3DTji;hP<gAA%Il?7nr<lE-pT`^
z5-XUi3~5GJj$_d9uJe;A(Q+?yqG<h4uE?^}FdOQM$vc?aS{7=Eeai}N;|w%&jkud!
zUMaWy)L2&da*88sjmO#Wp`{XPo0P4##GSxcrO;zaW)ZTUjkmz3n9R#Myp&SD^k4m!
zg+9$GRZM!=7RAKgix2KR_#H)VNsY@(X*3P5GjCb98n9s{uAXm7p+bY$;QCXQ#XmmA
zWL{Eyhp9xZnnu{`xALi1CG=uzj`vV6me&Y(KzuU;dqC!Tu`3R}cs<H@Ih+h~l()#|
zz2OgyqtZ-a!_kH4_<>&=={~8hZFFI*g&AV74}+a8R@_ASwz?teUCFW5?435&_{8*N
zJM%USeaHKoA>o}o%Ai1br#|}aO6;wDjagvOyOM^Y|2u7znY!*0Mb$#RDjZXRt=qRa
zk@4|PR?D!Ul&ZP!<UizQvzVnQ503gbHQgaa<9?k+J`kWVTK+#{Zz+WZr4*Xl>~BTk
z9i2i}JOQu7@glxULyK|Sc(at+zht$B+3#fAh$`T=u@782au>DB{f&{58Y>||w+7eN
zRA{W~?8!IG0}HcfIm&{FE%^*9a{fh^U{<isY-!ctz1C>Frd#gEEm2QO8_9}87gxZc
zWJsZ`$)N{VLhm&d9+?`+S|7kBQ5QMB#JZ~E`_c_a2f%A;r<YV)6pL3Lp%!m8ZJlbz
zhOEV);p^uqrVMmbDV|4I2YWOg`6y;nTMSuj*X6UVWIiF^vN6~~;}=z8g}b4YPOW7v
zuIO}LDyb7Em+-Q;mWSgnWopMm2`DkPfSzqr7R-2F1HWS}@Vo{ZCD&?P1=(MZ`{i3L
zuPEKCrZ}5UxA{Ewhp9E>+wxi;<k6YZ9xtBGn!LO+bJ>PAD{;17jSpH=^XnShsf9KB
z@8_w`{2t8E`h$FuC6dZZJqC5kjF^9x)nMWYG<Qo<t$)Cw`3J3~`NWlZ5?eQ8KghGp
z7?Rd&ljp+^D}C|JVax}kD86m=9E<<?eByBVQuqf8h9WEd9J%HcvReH?w(9>QBX73w
zG`1Xbd9ii<XL;FrP1fcNcDBf@o9pG)A@3{;V!Lilbz%8kQ6(oz>c(qkRQ)B(Y_dDA
zKgg!tT(>;3pu9Z}4nUNC`h8NiO09nyYJHULtj|Z;&hoa~^)t35YkVweT|Ga_%P`a@
zUxuLx$+TEBku%{p{pc(_%u^1Fp2{5A?5nzOlZ1R}>Wf}-H%$I0cf+(lR@63({#bH;
z82M4_f2az4f$IWuHDrBcE<fWdYD%%A?&5*@ML1^7u&`9I7ko79X)fK&w}uZXHLzc=
zYS2a2%CNVTssg13c0#4TNA0?V9`(1P=uQbmp=|MGl=x;TZGZg_Z99I0w#xs>L&1d|
zJEYoCew8R%C|h_1ozqc{Dq)Q(P-v{7WD&Rj4y7^w$zSj(tullyxQZ=}W@V~uTuP;>
zzb7l@94)8he+uw&(i4C9$IF=&HJpaiQ<_e*%gI`$>}_C!g)XW@$&*TDW9s^=lx)P3
z+2A=CtZS4kD#^Dc*k&n1{jyT(O~c@a|CA?*%<GyScQwBT7HzRgSv_I9rHowg{a92#
z4#W&CRL%7Q`W<VS`%zv(;RcDkN$3wWA>03<+cKS=xzL4W^_}L!KiXq({UnbJ=RcR!
zHaLIcBSUA599Xvt3<uy;%dM_`LV-TYsNB3ZR8mLZ!@ep1Y)^106%9xQ_B-gSJsq^O
zoHCZGXF07}Dxc+4Z8d^)XE_NZ!OwDPkK=M_q0s;?-A&i~q>T;JIZh+=Mah>kt1d4J
z$N$4P$H_2EE|c!|IT2@V((N8JaXaInXfFRruCaSqm1@^pe0*Uo)^a#%%xNzEN?oU9
zl!s>%_|nC&y3{pGbj|#UUq1KOS~$(sQU7Pru}`v1Jo-ttiO|K5mjn!}8u8_e;V{aA
zxA1k1aX@a2tapv7DXYb<tnkHRSHmMk-F>|}z7r315zJ@$G+Xu#hT3pf)~TzBTS`q_
zH`OVIM1PileX$+>usZfDdYW7A73_`kGO9{jFb~WG7T5>9Y&PdQ;m=bWF~(r7t_#a!
ziz?wSE3Ph9Racv?HiC_{TxHEBiFh=nWl43-%T(8uRUGHyzy`m-M(TK3=U7!IK9)cy
zf8<%NYJu|<QN%GNb&e{nlXjJIdx%x&%fEENt4-SY8__6cB#X9MWy_2Kq6^;AE^*bl
zrB!mflDBSARr+!Q={%$9<TJIZ(uU={fmJ+JQss%#DzU*h9RFHzZLc+LjK7k}D>7l{
zG<){#J6!aOlIn_0>Uf7gAa{7y>t`&2__Qi1Lm*cf0&RU3MOgU@xGUjf41=IO{>ONR
zSLx)xWvlt(V>dCZ=)T#aJ<5W0vzPZpxB;*6{WMSIuifF4IMy)Kf?>(ph9N!n;<w@N
z<dAdI8na!W&^;3@*!s(?i>`YPf<6yfA2m|WW;9ZktZ0c|(X7vwb48IX|IRckw%J0g
zVpv#8+X4%@ch0q7*)F0N4I-`SkH}gN{ZFm-?3|^D$H+=)-CJ5KZ>oo~#=rF%@hKan
zoW+mulm<1H;Z7-yH%%I!^~PvIEvyd`V_4V?wY5;s6oT0l4bYP1^w;fW$1D>gSiJ2r
zXEO7!^`X-p*kU`eGMyNW$64jwyG(gQ8~0-Gng08^!ED@P82q9_oL7VD;ZH?WyFJ}i
zX+#_q{Ro{Iw_)#1nnE__;zQmwr`Kmon~8K-G><GX^>!h}>UV0pvX4$ERZ#`ehE9wo
zmAD1dsm#oiRR*y9ilPV3j4n&%6bfz3iVnwDU^ky@x6obL*~(D9GYZOaYBVXweOH;v
zzk4;^maT1xF}<zK95$DcgVtkka5U-0{g+Pnr;XXQaJJv7Fm^NsYA=<k_Lnl$QkOB<
zS+bjW&c^}|YkyMiPUw{73X9Qc7H8tiRyC)Gvm0?xY#<5!Ivi7gS{aDs-KL8{?j*RG
zdykP9tauxcw>hggX-P9}j>8w4`Ko|-7c32$WZ4*cpfHogHf)wr{Yy2TGA(uY*4a`U
z^Zd`VyH&&*hKb6Rz&@*2LW*FXH^Dqdhffb<IY}#AEXMNd(2e*p(58%d{@Bn}4-C|G
zini5yZ7Y}5W?6%vsAYMq`W{zBtw>y(ZpzH1fKd5{XSt;|>iMi(p_=Gz_({=xMz5L5
znSULC`f%n@U91HIU825El&x9q9fr4xV*I&aUIF-&Dp!nhcbkq^y}eNG7bUghv7WNZ
z&FzXGTW=>SXY$p;9~op#dDW)Gh#}0W!}Kb-2~a%52iD5Rid$4&jnrTXHe##+mBIT6
zs+${<QF4ZSDnNtsunuw<zr%VoQMajsuRof4OC|Q9Cam%}DpgzNJVn{iG2k<?7w)r2
zUDl&nyuD~z6?LjDdRr{lT}+m8G0;(o4${X9%FCw1l+_U{8J5TwqU$INt+bAU$yRSs
zj_7nA((B}tIdoz&uPb^O_Lr)hy>jIgSZO_lt2Wt_hdR}Nm#un8J*d7@O7+cBs<p1-
zZp}x%p|Z8ynEd+rw2rd2<ZBLti*?DV(a~C-%yfn2Hl&rJEk>t}FFEoZRz<U&f#?-c
zrIa-@DdXJ&l}lZ~uz)vWGv?f@l8s@s5;&3vMzJf_x^KMGuB<lUII*+eFZ48Iq9|lR
zoNMEI?X=5hSZvKZg{~Qm)|&M|@w>9sp`yE?K)HsU>NV6xXTa@V55x9SMc)Pmx+Maw
z;|zZ&>96S1^X<V|Ur(>imPUvb+01aUs^L;8b-&0pVR4>ixxhYP4wNmkjcS=gtBcCM
z5iSd+j6STcYW0KZMZA6&>XTBl=dI-dhvM>@-OOu3saaG451h{fqnPENy8Z4WJIrdf
zMH8{Qp$CdXH5+wb+4aUTOvt#jZMM;BSDVU}dpEp&!{?gulu)@MsDo{qik*&-$FO{v
z&0w4GAQ-MlH;l)ycn^6Pn~yugIz=NM^D@`SO&&CcF-N;qc5Ht|ZmLVD#TQ)Y0{Gt4
zay$;JEYQpcpy4Ma4?G3-zw)^5j6C?HeyU{A@hz9K^3X=&TSYq_1vA$U(>erJ8ln1{
zC@xza?=XJ0@}RDT|DMT0^Qz_dCcGk!)}CIT&*TOl+ma)@hAki2u#Me(Mdj?jG4wkY
z+mieO$V}suOCHog4&qjNk+8_i{Hb8Gi5(xU4xM4oX0{P48*peV^&pFM`OAmNwj~GV
zXj`r8pbfgPZ@p)DD_v)~a&1}iwL!;?8e(%<d0{)TzF|qJYg!0xB}eHIMa>~i4Syas
zYxE3HmQ{6z9rFp8;la*z5Iqh1ODWtdSCXN?R_iLf-XAJT|JIc9f0Roo9ouw9`P|Mh
zg?CCRzG+fSrqE&`%L~GUxqw%YJYFqE%V8sVSQK*`qT4PANn2(zg!ap4;Zxyjx?&B}
z$W9)z>+n>S{Fet7-{GSE3AJE+H$=I6;#K~V{yOf1bhIYKnmZihgKvL92hK92e{XPI
zvCO`^yzHiUT6XKqD-PT#RqwMEjaYJ<YfQ<)wt95sRUMggPYhA4x>b$3;g3~!IO=1f
zoq4_QRFq<=ZLSojlJjDAl5b71&@MwM7TStZKK-E7d<BA)D{4r77!Z}i!?1j%F#ZgW
zZ=DrhETl_vsO+885#67AqvtKfcXqW1>rG~IZzpBylfAoU<~`X;(=u2b#HzJgrWfAw
zAxH0BJ5Uwo1={xkH&3Q~TO=>)%@)kZ&6z38>4BNZ-4pnvwJG-d-e%s!X^Zu-tAo^%
z7AN5Oe^au1+s)*j4HA2^2q{~iw#7%YI(Rh%B9BIyiR{6KBF%WAiQ;F5+xBvQ-F1xB
z#<64To0XnjuGwpyi*FKmrq8LPm<U68Ewu|fn<18GQ+Cg(!nS%Zb+PzlQl{%y_z#G(
zAp4J9j?gH1^5uG44-*?0>gYB8I1E$P!*)Q4FCBTaZk_&zmfw@aU_(2-mc-#=BkW4?
z6eaZFp~C;A=c{^O)Kji<v|ii$5zscWOl?UfZHBk@@<ITW$NTeD`MSCN4*o{>pW35Q
zVpGFLC5Py5)stKE%FJO6i)o8)rtS^$YP&b_i&{!SkDJs~Vl%%GZQ1$JVqHAQSJt)T
zqde-h8xEG&hB?>y>lo3`a96Lb$LC@IoxDX!N>t+Y|3}e)WHHEKhZ}cV#^CBIvD?XF
zsKFYa62M)9&Vm^#$m?8`gxiKS<>h)?DJz%nPW1a9yqxD##D<1wSv_`1=<B|$dvB$`
z=(IP*S2dM+iKp`%J+~%1mnzyAhG>an@^SyYdAt~47+9)w{gl%6u3%nIJ5t5EhB=yw
z#2~tbpMa?`y_AX>|3gLOM6r=!v!>#kiDE~?hEl25$*J)aVR3JmWn2&SDnld}jAAhZ
zbUQ=G7<Pufoh;TeTvOD#$+Q2}QfhxIQ7@mSh#`g#TB<2i#WsewrBc0CF6Bju+E_IW
zSMFVrH@1ZvD;SR2@SQFO;_2Mbk)nS8sVWa({1Xc$wFJyS$zwGwE>jk{vae={b+B(-
zLQC`iN6XhUQI;f43olE<G?eADl3IqCv|#PWs~6S6tM{T(y)&!pZi~HtTUgz&M%K(e
ztAYK|m0W|ayRnMq-L3a*G2HO2l4Q3R?tAad7MoZcELoI&a#4InF0EjJ2cDF*G4HYO
z=7{wS*YzqezJu@rTZuaP{eP>-n2RbgILKp>mm(w$Cc<@|=nrFELeB>?J$y*ws;E}j
z$f05rc_yCdmc?h1WAm}A)l|{Et9lkzMsav;%s0iX(ZgB6IQfo(Us2l(47GlyM3vZ2
z8Da=}c!^{^cmSIf?uvdnK{sFgZiJ<up;z$PLNVN8YDoo?{+EK(MX1wtdIcXP(Vl%;
zgwD3Qq!!7f1?R8w3JG_RZB!^lwPZ8f>HdJbzC;W&{HEw0+#X*~xmZ#oPIJ-MN6*L%
zAH|NpHl=f61({+4bj%X9QY;sTMv%o5^LjayB}Q9RWj7{cqXs#<upZgC1E|6*CYd#d
zD-YmfP^SUg%2V)|oGEdo<zjpMGhZTcgekG%iBcUGl<GJqS4WF}I-B%t$|C#)6l3&K
zc9<vd9PsV~nQZJTk$T+#!iP)E?Deo*%s$K2G>0=pPxd?)Gh0^4axKx7YatF4Qic#r
zVn2K}g|3Ru^eKj6nj|7UPV6_Yl>D;O^A0;r66@hR8;X+0lGxG$-_bEo|LgygzEi)2
zHI>W%plX@AN^C~&D4A<{ZLWoPHdG0XKHQX$FpWPOe34ajPoIW=TRU0^r^u-&ESG)5
z$gvTYl4B)wlYOnou@$n(F$i18u@JhFQ&AAeu@=50$5Qx?94le292g=8jwQz+oROVA
zvXhifu9Xl(PC3CzcD!U~r0mR;oqDn}UUsI+&N<mxEISosXO!&3%T8<AsYs5MFn}CO
zA(0$w;k;!!53M7IdXj^)9LaGIj*??5Y$T_Gu!Ec$!V1|JMoulECpmV4A2}{U5jplk
z8aYmayBrruj-#+sb_&R`6nc|mBg9#jOQ&Mwlh;aENRC0+LyomDkQ`f~u^hOT97|!d
z>~trml8{P{lkk}w=t53;VK+Gqg)ii|9^}{xj2t^*H97V|C)wu@C%vPaFr2)Vgwf>K
z3Zb%7S#}c0u@UN$Q$c7+j-7Cj9Bbh$IhKM*PDR0o92=nlISxWQa-4)E<Wvw+$gvVm
zl2cK*AjfSbC*4};Os=1>jvQYhj~ol35;@MoPqMR(97mxVIaP!#a_og!<Wv>*lH(#A
zCdW=_N{)k2lN?*&8*(ZL$>i7w%gC`8YLHV)h$Y7<U2rDXSC~#t4PgN}c0vF-ZbEZ%
zJcSeFI12N~u@~l(V<8+T$5yB=I}$l|LNGZ_LTz&Fh129z6b6xFD=Z?%RhUAKo$!_H
zq_-fqywIN<OTm#GYoVX)6q4g4M9XpClVc<7m*XbL&JS|nCUU9^9^@E=_2f7R`^d2u
zdXZCJ2q(u<=u3`=(1jd9sKUpet?(mx9Ryc$Yy@A~i6N(=FqoY3LLfQT!YbMECdXE2
zPmaCNfgDR=oa}QT$6ClF$3|EqJ4a-vEjd;KKKV;=>B{&UB8MI#r<|}|c0QM#uVp7n
zb~eaPBiZRFI}>FmLUx+S&IsAbke!vXvrBe<mYp_y{FM{x%ieEgXQ=GVkexBIGh22J
z$WATUnIk(@$*~q1l4B(_lN~oX&?x(IW#^deOy+SD7duWE%NA`A4;kuMvUgD~oh=Gj
z&PGgCYuT}lqMsWL_CYKBh126L$_ZzHBn)*-gT8&z&ni)W{AwsCTq9g3+$7uvlK7CL
z#EoGVgr)?6Fouv!NFj_TOdw1mOd(7o%pjx@W)bEP<`U);(ldw)35y9!30Z_?gcXEb
zf=F0NSWQ?<$RlhZY$9wSY$JR{_?objkWbi6*h|<)I6ye$f?g|pOFxeSNqq3owRX<8
zDJOI#bOVz3z@hLug$Sxks7DAO1QLRQBt9}otUY}gt|Or{p(~*qp$DNCp%0;7h1TEz
z`Z<U&1W4jzfV3Ftk)%b0C4@{uHeop-hrkHZ(*15*#8iv)I%vx*Vc)cJ<ua+P+;_mt
zcgW25t(otrnXk~ycihZ((#&^C^^pb05`Iv<-1noI?<X_gIWym)C<|Wf0-kP(nJ?4K
zmu==-uK6$nX9+o)mwe33=Y^h6HA7Qimf&ONt7+z|ZRYbc^ZA?kXh@Mx46$@5rNO0m
z;XArQ_I<`PEHv{SH}jn|^PMvD{b1(%(aiUg&X=AgoYQ%;gd#KFFJ``rX1>d2zAI+F
zt7g7G&3t4v=yJ)5WTkWap?SF>G5N@%n0#bfOg=I#<fGX=i`y8JkBp7UM^?w=BlBbO
zrIR5tdC4M~d}NwTKC)3J9~mo?kF1u-N9N1qBRgjDkwG*0=A@f>$;O!?$=I2EWb{lv
zvVJBXnL(3}?4ij=hSB6B3u*GLAX{eglF>Bz$a<Q5WJXOsvZp2=8CH{zEUd{#rq<*m
zn``pH_@?W;WQI+VWRFcgGR!6)S!k1wOtr~JHrwPQ<8AVh6*u|FoTr<-hs+|$z?<U8
z(wlr_>B&dSrYvsqO+K>yCLh^;^3ftHi%$Y3AI%1t=~^Vs3#Le#AWS}*DNH_^Dac1_
zsw_Tbn0z#Mn0z#en0z#wn0z#?WUfe8)zAcEilmvw<m+eVqp8OfM{|(LN0X7sN0Slx
zXn~f+XC;%5rYHD%E0Hu&nIdV%GWlrgGWlo@Gx=yTGx;Rd$GYtlw;Eh4vv)him397d
zvM(pBx5C-Y*YRulih6V=ia&pHw~KHaL0yD9PVC?=G0gWK_qkTKMA!wK_S{AI8zDyF
zJ~(KF@X(1l<cqcWeJi}DaA9zk%g!*_St>i-WT%zvWXsML+36}fg6w=LJKxF9T-gbc
zow2fWMt1th4!>_jzCp6rNp`$sXQb@Rl%0CAGhTM4%Fa32Su8shWM`D@#LG@=*{LWy
z17s&rcFtS6^2?^h0!mSCdbx6mf+veD5S!vS@tFnKb2-XR7l?j11^k}^>@@6PLAyoC
zVg>tQH+*5tZjZPhe-;+*!IqgHd$va$WKqPr?!|u-X>8tJv5SQ}ySNu|k<9uV_;#|M
za2yNd>`r5PP852x{BMv!9Q*AX(HGw;eEW@9z4AgX;V&fh!ICu<ND}t2dix+SkagTA
z1_U)$1e&KnpaYP^=XG2}U(CUY{00}Ex7^d6ZQ3V(W|7Kl_lrFoX*xz!MZ9j4D7dhZ
z`*E?m*~b0i*Xfqmpsj#V`34Yj6S#W|SbiJ$;w}*RH?Z;nu<ao*@G(&DDbTtYSos`S
z_!5YE4FtTUg3&EBt>}JyhoCEjb{~L`AAy2TKurrQw_h3z>E#4(8~psy7Pw*u6qg5L
z9f5c!U?jeKDtuj;*5!0VPD*2{AgC+hJ9l7MRluVfP`w6l!HZ<+uAOA(`XXo<A-g6J
zQ5#s~2Sob=>GjgVivg5kwUS~~Ac7_n<^=&cA;88^pi(&SLj-U+5@^+wQgu>N#kN3D
zJYjGY;2I5_jsd2}0f$-vPHicHzmi~6I|S`+NBI}F2PSp|e(MCR>;epo2Rd{E*7X36
z_5^D71`hWDV*3Fh{egJ{flY&eje~)t1YlSq;4u{FGmNqvu4HK#fgoo>@JL{;0Hpsi
z26RaVhNl3V#{qB01GW=@))Rs6CINp<0cy?wCZ_=>so=lN0_M-5JVq;dgw8`yOG4-Q
zz=jN9^g_UUF)(-u$%d-s$ug9~CITq5&j!{m2YTcHqZ!~WkuZ#z+>=%z=nCQ9YGBn`
zplcrR8)3+Ll1)%#D{VrM4<TqXaA6D3cN-A*6^YeV#J<{2`5yp<i(dnycLE>tfsuQF
zNqd3leZaDVK;9uh_?8s3R1{bhBB&A}=ooPOIKWN<hSPx855O;HD8WG`!MvXkw4AW(
zXJF`g>i_N+NQ4%Y7^1Eh4H%-LB0mm3A)PSh67Yer@-i^s3Se;+7(-b8C-B2xz=`WX
zj~k@XM^Vz`CW6`$y4?bv5+2?Lrrp8yC-H438Y&5Q5td9Ca1VGyF#Zk9y$@7=0PH5D
zJ_3#shCKn!6J9^19NQ^5rani|Y(mUSpx-NC6X7Xg_rJgwZ-G_s==$%y!_Uz7K;Mr*
zwNF5-1@2HsS<)Tq5=H48YXoHx7TExyc0k|qz!KPbAp<)nf`=opk5GVVMTo)vlzKNW
z{NrMYian_)>x4}*p+Ar=^m50~yM&1zfHk%xgdD;kPv9(}Nj1Q^25{V)R9;ZDEb&Fq
zDnh0o;Ej$Y>>{+pC>M4Rs$mWjp4SJK1p<|Vfesh|!U2L`Lo8v1k71;AtD^J;_F@E!
zNZ<tenJ^lwFCj37Bswb+)8Y`6LC9$Xj6t;vo*jWm%zwi7gkIf%yM&3|0c)5}A(e2G
zaG)2^w=Zxdy&sr35I9fRf*mVicp_jm0$4_<ITF}Sh{ZH3<P*Fw`wOoy=!KkQz%2#%
z7xT1`lnOM*u9EQ2WMJnsAPv*G@R)D{mz%`5E2+bs#U@a?@H;3JVfGUSF9QA{q+xa!
z9MSSZKf(jT)TO}RgkG6IgKXfZ<-q<N;1h<7@VNxE!Zw@mdJV8C52(2b$Rdo`0@!{D
zoZb#N?E+?|6MGf_HhX~^-vFHs0*46MhpD_!Lqik2g<GPNM-lT2!S;KA5$c`-_7m!y
z29^_Ozg{T+6R_?aaOEN}@)GcdkZ~Cpa)nn2WVq&@e<18L!v32;+greIgb}xaON6*P
zfag76>3zWQAuysC_?NKY8Q}gL_~!+ce4C>9_G<(^BXs`{xJ4NE39v{nXNAioBw7IH
z2`vmjWh-E>4G?Yzq*SnizG{lTJO>2rBusJvT2%r*5H`31?J5K1+<^UrK~(??cVH`_
zvj=dEFuJN0+W$Q$Eb;{UR|9?^L{tYHynr1(ly8=j@6?(IT0n594eTK-tpj`@2!23}
zKX9`?rJALr+R*?(hY2r(fzLvKCJli{;a0FeV<PageiU$s;NKGX6b*bG2fXV5WOM{P
zIsw}VjXMKXx&Si?j|ly`0!@1W>j_tS0So(5G0?Ag>wexJLDLCILxGosx#`2e7lbd8
z0N3Hb213ITKp`Q1B;Y>^$R$__z#pT5CCQ{7U6iZun}VR>ga=aq=V?G1;W6RF3}9k9
zC1|Q77(5$6>0^l7zW_SV1+Ec3p9g#-44V)9LWo`fxEq0lML?ycq^hQ(syGWl{}J}B
z0BYv|%Lt<wP;Dj2Vr21h-dlyBmxP{q)c$usVZwS~^akK}Lfegi*JdDn3-Ej^DS)Bj
z3JSkO&^bcr*FeY)U@f8IP7+(Di2b*Vg7Sf}`vCX-z@LN;2Y>^F%tO@v!AB?=tUK5K
z?kFPcz5~`D1AaOV3_JlmCd@bq96kl~KLb2D3uOKToI3}Mz5w*S2%I9UxeN^Y9XNag
zxOfxz>=y8xFy}T<Dg6$ZM>usC2)_qxAWXdv{P_S_`WT3Q3KSLtTVDWfFM-FesNk_m
z!9Tu1P=&XEoxvJriQs1m>?5?X0z9mNhlE2mz*$>s)PEB@{M<@ND-VP?SVO6^qSVz1
zLB52LO297!7dK$1J8-)yFwYY>Ssh692KLniYS#kZ*9H#P1(HI5SA=<?fLlXgGoevf
zI{1AU&?_9cOYn{WmJr?(erXKMZ3aX{0sC44)^R{8p+jpb?sTQN1KJ^I6k%RG;MNV;
zNC@i=oFLrk0d(&P6cW-|Z!oeSaHc;nWiT)(0k}O9NF4=O2tYQ$cQoKI2AEFho(w!s
z0oJ7g2POl4Q-F_Cfi*LzXbaSuoQ)t~!u5GT=lQ_l`PS%v%QEoug%KFOh*AV7DQYf8
zPzWJz8E^r}F(}6+2z!<zD0c-AnFG|x1w;neh`<Cw$Cbdx)xgZPz=lmg$Y!9@7T_ge
z#a62SS=)d<Us2x8mAvD3B4{unXD?9e8=!!Yvk#cOA8<baSRVvZ2{#D`4g<nb;Nf?G
z(<xvLA>cG{h_LntVAdJH=SLvD;#qJS;XdKJpMh~jRF)G;Spt4VP!qzxSAcoH18!G=
z&4fmO0KXC@{t3*x2D~67{slC?0X)1#>gFlx4%|V|DMG{h)c^B9Ve&)Z%_AWFB~bSj
zZ~;i-e_3MkKdz+y_%C8AyaDbKdb|aW5ybbv+Ygkax*~i0KLiyKURmNFlc83?1;REP
zptn8!fs&3T3%5I76%f{daMBs*=>i-lgj51-D+61rPztOdd4joB5wwhuT@Cm|_`EvM
z$_oha1@_h<uOILWfz<`9{ee_Mhx$PJ!v>_ZwxV=SFv7A3XG4L04T1B77Gc14!pcU#
z`v^*fRSqx8iN*-JK*(zWERF)M!~m|XfZ2qngwt(+73~50j=+pgHgx|nNYV0LXN3Js
z5PJePy?_aXj(vcS{U}E)4tb7`2O{Vl;pJ#x^%$Vd=fGvc@MIu%ERav|N&#Mt1Aa;c
zye9$|CIjD2wZZr+OvBHhbijHxu>T9nXo`~2Kl2dufv`0LXln$%A=Fw3yjui(y_6Ds
zr6ib~ji7mi?{k3>47fyy69Lbaz@gQYpaoBWEzB?1A#6V(eGA~Q6}U#Q{}Px?xJ&qU
zJCMAS()Q<Rh1uAyP2_)k({lPce8LmLp#osRZlLxa67Q#!t;t>lwI$pkNZ+9Tg)aL@
zq)-v*xE~Sy2o?tbBO&r2@P?3d2zWyH;xI7qTi`6A#}VK-q3=;3;ycnAEthf#_J0!v
ztde=l9f40cOAwC%=}E^y!wFzNki`F^r>og}5<$la-+d2EI0e)@O%f9nO{d@!E)v%N
z03@FQn*B%;KPVDDXAu-c_=e!{6Oc-H2P6r&DJYjtc@_SQuycg1=YY27flq|}MS$N0
zActV}3y?~%{}tFx@V*FqM`(KqctzNE8L0IeaDve93gG!WU?kML3W$WDKdApz{1ZQ?
z5~^OKV&N{7*VMo83D$p6(0V1va2-M3gf<U=e+c43!2c1DOR#zjj3u=B2RKBi^AyMe
zlK6uSbjj>Ff;K;={8zok&wzh{!-RTo07giD2RMGDWWAIET>cM1cL?Rm;g8s4!k>ga
z2B3#Eu-q0{V+T~Qr$2YYc~T)0o9l`E5emxw34FqPAYIr~5kCVQfC9oON8l!5gcIQH
z3^0O|3ow_^yb`dN(9{)J;sy+I2W&imG{S4bpsGNUC-4`cM>Q%=7v)Nvt0Ty(dOG-k
ze)g#Wd{1cS1r!n*djt7|2p_=77nn(SL`bd)+#?LG1zaW!tPNDI1I!^<`vEfvuL#rY
z0&V<(p9pj7(e;<FkDr$aaRI<#LR16b8$w_pu$d4L1Uw^*3I=WxMuY%eLV-pNfpTF$
zGT|9vR5);xFrpFQ9RV<cQzVc>NKS7I{z(|p1o(~6wJC6kkk<@wYz|}->{|e{3ARzd
zcZA56z%D|gXy82|H3oP@7#9oFivt+JvlXz6P@bLx$ZBni{@1PzeijlMw*`(8Cba|p
zAq;O1JSOCH0DkBQ1a|^965KljGr9nu2v55LKgR>Dy8%ZCwYvky3GI3S<$40igj<C4
zUwVNZdIJSOl2AqIADjCiXb)j=U!YEZ`bD@t09Z7TWPem-w+%wjKEjN_!1n~_A;18_
z7DD#~pePaOG8E`N3^)R$3p<iXm8+s^{cuF=B8(UT>?RBz33M4nV!n!4tbm|+g57AK
z2jLUp=@=4=QN(V4j-Y3RAIAcIDZnp;tK)#K<0=1xps+O+h@1f2CXAj$S_UgxrcFjr
z2BFIoKqA~BWK9JervtTT020ACladB1NoS@ZXc3`rI`Ep1Hk%|?$r9<p_&ErhMQHN{
z@SN~&E{S+6O8%LLpbv!O^8tqiKwpAY2JjL{;!jhNVYzQa&}+iC3jy0jKzG6#!hOPu
z#lYMpl&S+gM1|GenWbc$#wq#L&4fTBLgy?%B=~0o2MFz!0Y?Z8my-?$CDljxgbFKw
z7lea3Kzc4oV7rPN^i>Q&UlP`dz(YcMBMICCB=N_+=o%KRL{JW4(JJ6F!FM(AH;^P8
zQPf$kMUV@@b{){2u!b-+kHp$4V(IG<w1n`*2B7^$ip)_WlhQXKER`^7Gq9KNiSYdv
zlEd~CFZ#``2zpBRZ5y!WONtz#L>~MKL8l2vwgX>$O_7IqB!3_c75usE`&xFQWM=~$
z%)de-+1pWeCdy8P>@<;`5wepZJ1b=eTX)oWKg&)V*{Lr(-^$KV*_k0bV`OKx>>MDc
z=L(^g?42V!Rb{84>@<@dH`y`DPOj`6lO1exq7)M+E;b0M{GZv!PAvIXypRZY>93*(
z|GU-5|7|t$KU<B$FeEYZM}&<+H~za7XEx^+&aRvSC-yAMW$;IXjr_@AqY%Qw$8utu
z5!(82CUFLFI&peY6B>n)oHIG=agOJl%8C6+$Smfpz&VODp0hP)Ma}`7iJa#->u`E<
zPU1Yuxsh`RjW8pB_SYzc@t~ey27mC^$e;T)^2dIS{Hb4~fQ@g+@8m4t?9Ca+na{b9
za}Vc0&c>W;IX825=S-!Cl#Ki_Un4zNgWtP3zu@e_$v9VYcH;Es9L_nKGnBJ3X98zk
z&X$}9InQ#6oIaclz;q-3U&P4&$T0FJevJHohz$NeLI&UX&)}Q;8GLIzgKsz+`F?W-
ze~dSSZ{%k1?bi&x8JfX2H#7L&Vg}y=%;5Wa8GK7FgKxHF@Ex;^biN~&!8f=v_-;`K
z-`>gKyCxZYgCc`(I%M$M{|tWPox$&yGx+VVk>CAh@cY^fLBcg<@Vn3qe%qMAZv!*<
zZCnPwLCfHGPZ|7{C_~_n>1Oa-79+n`G4lHnBfsS^@|y%BzdJDUwZD<C?~Qy7Z{$mK
zBVQ34`64)jFJLqHdeq35mPWp&H1c(wk<Z>nJ}(>jlxh@w<^E4IqLI&NMm{+i`2=L-
zbBvMC9!CB!hmp?$MsC%O+;SVaT{d#FYvfkd$jzsb8%HCzf<|ucjNIB8xv?_}U-KNJ
z<o-{l&d3d&Q6M{K6v)gO1+sERp$RA1IHN!&&M1(DGYY#n$-Wr{GH*uyxUEqj<7O0w
za*}B?3S&6Quo(riYesI>i~@{WG(1&#5ZN>%f5_G-kVP{JMozM4MuE(kQ6Ot(oH(*s
z$8r-#o}G!w2v%&+6*0o14qI_WtZRG4*}j}Vo|ia&MQo&b{<|VJ*E})5>pXLR7n^D^
z-|J)Su8JMCnEqGA7Mf@6Rk5Y!xpP&F(meJ45d9R-B-Z;6F<A2~{zGh{d4BpsE88Sy
z_oo=4#kBrY7c=`$F;a{9?oTmX^Ssl08eP+grC!qtI*IMSrd{bI_U@Y4SX0pCFVR==
z9A$}ri6NRt{7chzlwJNytDU3F{kj;di6vYY>nNU$Z1HtX!A5rCx>j!+ncEHRvNy6`
zH^gRI8g@hMrFmZ5(CT0#3%RLX!bUdXrgqsI*{+*n7cGs|Eiqd2biAdNU<aFXOKhXW
z>|p0_X~o&Wd~fSKskg-*n%K{`#X*`U^p4m^^JLx;`)i)!J7Ooz6L(jqV9i~zuNLz`
z?-_7U?4ZSbeNRl#Jg$H1GM)UlI6#Z}{cmxI=4p9f9H@CV+!vEHkK+TepXNz^pu4!j
z2jYNA@>tk`5hFyN0J2UpufN5nELw2$(2~u6s5Qh6cI%-|NBAS%#V&ZHE9;|2S~uOn
z>OR(b%np|HSnF6T*pkO$LnWUT?9^keCGoL=Ct|1;)8vUxZ2S{3K#SS*L~GU+?2jj6
zkQU?ok2bhgur_+njDN&HO)UQ((MR!wvETmDMrRnadaC6U#v-1I4K%S)PsK3Jv+=2x
zX&AfmRE$t6l~xME*{eYLKUmCD(bF+?a#B*t3PG;(FxIYEr+=E>^L4SV7{3>5r43^a
z&$Ma{W9^^ma!z}uD`3GhT>&3G(}qqM^M9_@R~Q?j_vAho8|jPw^frnfeV66G!V7an
z0XTu^!*kJIyX=ZDwCW9Gu`jg73S-k==&~r#$2`!d@qVebb{OmbQfuHaw)~~;x_)@6
z)As45F4IP@bTMOI=@e{!C5DA6)l97r_Zo2c7t_K7e2#6g!_cwglY%-Wju@YqJR(VL
zke<x`wPuQXvi7ev<I$64y%uAXEAPp!yw+??PZs#E7_Y_5{Z}(zJ=v*$wd?E2EZ%6n
z%#ZoM(VEwf^?IW<uOBn&JxAVXm*mG@ztK7i6ucGvl}!CupSQXgqdw+<KIY+DvA&k3
z+B>nH=IQuOr(otgU8eiqX?@C%J$R>6;Q3ycrqg@v;)+<RDW-^Rey_Dx5&Pr4R=q{6
z+6SFyzz1!HEMj>dv{|T#UH>4qR|;Chf<J0jyNJ#BDArVB(%9yYT8~L%S3hbB(pc61
zw5m#D?f%n>lg85i(`K$T_T7J4UrJ-I^`5{_x->)e9_f>2wbR(cPukR%mJ=qa(|TIY
zC`oN9_Z(4DXKVMI%aXb%aL0Eab)EzZN$qRyY@3A?r(C5wdu}1As|t6V!Xc@Xn>$N4
zNZyKAB-?C|YHOY%gA|~QYPu~E0vh1S#qAB)I7`W+YU+f<2@_M*0l?!AQ+zX)Vkvn#
zjvX-~X}lK8hFeOi-Hl|TrKFm`NcM}Rq%Nx>bFC!R21l|+R+8G!B3Y8&lVhdTQ6xL7
zk9lt;sn$7?1zSsMEAM1|ttGV!?_@@6Nu3{dvSWJBTWd}AP8Mt<sq4C(Y`l%6E-!Yn
zy*65<?__WFo+w*MT}bU@Q*9-6>9dpN+e+$mwUa%t)#c-Dr?u@)Hpot@p|n5&n{B7n
zL2p)Ir<J-ldtj%Ptv736ujSL54Yk*at+Lmux;MLIFRAlT9J4DgsSCC^*0#K)4wX2@
z%1i2sB97fJFRAOtI98{ER*CtncLgmbpDnMTb-aA`M+He;_2#qc6}2=AS?7vcFI>o$
zn_~8`lNGf(*uxAC+Qsc*tsNwFslA8I)_aaPXstbvJu{^l$if|^)=DJ~WV7_1pBy#S
z1DTVPPHcdaHe3d>%}!b+HfGnHq;86~#;lREq%KX@vP5UC5;wCvXQ{0s)}8(1EcMnr
z9bKfcn&+5{G+6WaRg%<|Sa-I#l9b>oPd#+|F4Uhyj|)$-V9!QM)mVPGPmuGd2}6dB
zot&%=tnRF@t4`YyS4myUb!R@6r9paa^QS=D@u_-kDdUrdjT$<^r0qdvNnIs&XC2+l
zixWKq3Qo<mVCmmW9<2C{H@?(#)7w$ImKs$gbt&7OrB#vCm1uW%w~C}Lf4k#@=8~YL
zIpnVOwNzHYLo0qNOZJe4DPpPYcMmB^u|(L?z$Wf|6lKQ(cA=US&+@8D6_g9*kw+FF
zQp`}wnZJ8UBs;&z$6ixb!&9d@!&CZ9i+ScL4b?mYs_Dc|Rg;G6^BAxMdE8iv<AV>N
zE|5nPmQ`JH(2Eo=g-G)(e879fN{`(AOPbj!t2bO|4QaTR&y*UvOmEeYS}8G~u|O|L
zU4Of<C0^3!N{kD$@Rrgv&wOubg66UCkrrs4Odn~k=JE8^c{ck>salM8O<l}aHL;H^
zcS08ySWD`vTodgZ2^F{Cn!3y=$BLV-^k5<VYK6P0orlMJQv9w0^f7}H&%PU56UVvB
z3U{;KwWSeCL-GXDmq-w`o#p#VEm`sRHC@?1+iJR*<fH0HW0cb1Gu?HxKDC>9_-P$~
zH=F5)U3oQ+4}Q{U&68YLO3`PyXg@Lx#sMe|q|VGIrj|9!T2#v_H+EeW{dKlH2r2Kw
z7Wf7PnitpEgcbTruA0`X{#xJI&05!!)O#kBv7R(Z6AP*@jn_O|>r0b0Pn`g1qUKp2
zpta_1=GQ=)tS`!cKcFZZe#C*yJ)}sMx1hE!JD*(J(^N(E1GNU*&2|LpuH8FGnxR)U
z<2+PtFS1}U(P*8b5UHKL)_Tl6SemYtND9`K$SXwaQoGsLA<`^;eKx)foqztuvc1uO
z&JlHRbd}l;J42<Z)f5kPo~~CRYKgZj<dyV9X0f?eE4FS{oraawG$hvL4~RYg6K7P9
z#06)CNp1AkV4znu@~$b>;S(-3*T?2l?5pb*%=fh1Zs9EDb{!}4PU=c8dKe#A;47$V
zCxuWASA8LZ={=B(w^&v)bQ8onvrpkmoz2R5hu#vIbK8Q=o`7;jM@sc_?fuMp(K334
zWc*zi2|ry%&TMQ=KNs^N&7t>9{OBm}NwTgwEVHSfb!Dx2sA3}MJ(TGWavMwC^w%uW
zn<*Yol~#@St=ovDL@%vub~#(=#g&fu24)kfOSO(csYw$iYB!U791ftDTFO5qfj;`?
z^{4k-#=VorXLOai?zv5+O8VSe(K|54=gKuA_ZBR=%{ouL4vF57nfg-hB3y@c-AZP~
zGt%obf%w*CGii`MWea+v#`7(;Lb5)*K3=jBhQ4FY&7}@XVQ52JI74sRka_A>Pm0W)
zTGvObWgh(-MIW>^u$#5e9{J1b#<EYd)>TwAbCI_6n$F{oWF8trK`pkXpQ+io#0PqZ
zC-0L5D{3K)(I?HP_j>T{!&xajsV@sDtn02`CQs^Xfk*pq8`y;?DM6p|g#qD?Hl~#4
z@7A?u9V+^}>MzdA22$Hm`htx#<t(q;GS|=FS}$?N780S3IEVYbe0?q1jd1@eYOj^+
zzz#Ck%NyiANm@w8itQY=)YYu8Pw73RT8>oMzAP(7veTD1#u1VC-B^Mk;rrst{F~~F
z(Usm?>f?gz^rvp0<==+oAM|&vu8c2Uj1ex7SykDf*aCrNhx>PB#aaHgtmSooH?xv#
zhnR5Hjm1w#W+_hfOk;=szYwCUAetKe!d0r5I4Mpk43F(Xu>rmYd?Oko3#lXYu}9qz
z+oP&dRHThz*IP+dl}qIchE|1$Z8etH1G(p?Ep4WjjmNsvdsh`|u&mb7D81rpH4t9t
zg|2p+nt~LMS-DQFL!PwA3nDdqS@B3Hp0&MRRVQ_{(;qUz7ryM+c&P=&H1UwFC=bu}
zMKb3=x#sZQnEC>%xO<(4Qe-ZYRTCn0YBP&=(j0wwquL0c=Eo8!$9RkSjoH}y^&IsQ
z3;iGw?9Uv!$r4@kkuCiZnOu*}nxH1n_o{EJFI!qYNSp{Tm2I|KS-f1oB1SL-vKt+w
zmX7iz(Z5c@$UvMZKVv0oaZ&v`Y-~quImcrs;aY{cA?UGHu?qI-QokmN*t3TT^<CAj
z%?0NML2wcTXQiRep(|2p5gxlD1hM-g4D#fM*hZ}I)H*li0=dYBP>A5et3{op-uk32
z;Ryc{NkbB4#Q`2&616orPkK56A`hCQBT*-W_5haocYSU6bD2w#kO^zbEV^imDjpu!
z6ybj$EiDvT!rTCLN~1sHgcy3Mj=DD=)IOgD^wf+RkMBzH9ore0gAY1*$hv?CR(<zU
z2esn4%%CX97@}ElKlH<=1xo{SlLD$K4aWs4MMGd;jH%%oGUs@xOHT_>2LqQo1rb4r
zqy8~pnc8{yG<wVL%T}i0e6y>R#Qys#z*ebWE_DzB!hdZjbu#lh6X32kACGlxi`W*p
z5R1mhIeuzjRizE+-$-F&JH%2oaN8Z-LsGjYk1e3s9X)A~PEc~>;or4K_^^&_&=4t>
z<+(R#rH`D@5s{}lG4HA9&nd400$D;(1GPi&<d-`^!q|m%=q1h8r<A%Nykk5Kq*xX|
zq=9A=c&Y*Mh;7o1oo}J)9Wu6ot=b@5q<uGtEbSpHDE=5wn<b2GV9nC98n|e4J{Md|
zZ$GZ<Nro05cYfL+*gX13Ped;tl-pNI*O$+?H-f+F!?OEIi}m4$`XD^CAN2#HK0Kx$
z!oB;mANxsD^x?t%5k6rc$&X_`*Oywe`1&<n^%8RjLSo(^s`w<9KP0d`%Z~`O)=O+0
z1c{yrZ1zwoHg|1cAj@*kvtmEH=T*~7Z5RxxHVLwADT)n@WQCsvs^*f{#IOWNd^w!?
z4nv*a7$|ksCm))KNZX+-W{~*>yVF~sZHBR9)6f)LZC*;CElVk0YGc+Oy@x?=)o>d5
zkc$keuGwPx6I`$u!7dDzrYSk{Ag2*XaeqAZEOjLC@Su?hPsOXH@*>yBe5VFBVIeU=
z4Ri8>ytLNivR^<<I5viwDVB?{l#n3Rl5>d*V<1s3nKen2rt5QePDXgI6fI>WYx$X^
zHVjXhlmdwrINz?Fd_~P!=d>WrDsYia;~?_Oc)89)hDt5<IlQ5FVE5qk?xE6BeYnj8
zgojV0X2{lux0;CXojCDum^6v`oC{LT3(x83Bt-s<H)yF+nDe8cFVx!S(bwqRT9+Ae
zD>*j_jx(<&-x-J=o<>EP#I839u3{cNDGkw^)2Z{uvf}t)b%N)rPtbe1SLPbn*l-vX
zv@Gr@x&+&@k7I(X>x+M37UU+*p#hnu51%&&;Xlr$NxFxFJY~@X5kkm37C%Z#Q7jY>
zilVoEzsyt&adA)x4i7#Z?4n*Nm+3SgGT9k4oX0Enmxr&<KzRR!N(J3Cgru1z6A&Xf
zE|we9r+#L8vskaii0!<DFCQ85ZLFGAu6ocC#I8cI#{MdK<n9cqt6T;>(IMa*!|P+D
zPReEQAg3(Ik6VQq*>V-h<2&t*GVR#)<Pde;&&AqhLu|=%h#li<xtN=pGZ$Gy?=#2d
z82EmXs;NBNx;eyjL&gQW<Gl`{KQpj#yG^?6*v=Cn)$}F9J3Xic2{U++Ud*d`rj1#?
zUJ~Sn;tE`DU_K3T4Xv+@W_o}{IJ1ha9xDx0RP&(U=*8-T8!`9L{nxDCp<XN@MN*eW
zT;%R*h%8)7wLDIrbmdxvN98H&3gp(D`Lqpn)Qfb<gUBg}$h!#;$&C+n)=OL_i7xAv
zwLK}xZ5?V=#dMR#i!gXSq_%IAtyJ`iP?MFSM{)$0O|)X1q;y{%<h=<gx@~9eQ>8^p
zf8*hS^j>)37Nx&o5!sMIA3l8hbDlcibGagj2yM5KiI}WU-)9@b8-7(P{rN|s9%|p@
z3SuE6#BHawdlMG_zM-?$6!iR%@a1;)exfu=DKZb*za1(1?2)aKPin*Z?3_nKbynsQ
zzkUsg{yUY?KoS+3H1tublS>FYA@MjLAIk_pb8;oY{Tte<y@bnr$cIe(J<82s$oq!v
zS;(Y@*2-0KkrDJ7{Op6KQQ43cPLVq6OFMBdM1uFx8e*Eh1TFU=JoTWy1PS*W+IX%|
zZi2Y}Y^WBtf2XfSURFr@=`&e(2y*?tCHpv2A3o|^gs=IIDz~GOIX#ahSQa9j-v-l)
zIe&)KLR&KOco&L)b_%`CmyBY^un<Knj}1JA*k6vz%a`H-VU6^vZyiVE{FCxfUGCG!
zm*q_e^HZCgr_VhJk=v)}#<6kkmtlUIwdS!FrxDxWC;85?Xm6N$=g1>#{D8<~XACUw
z`AQG2y>O;fo248N)7p;9T{r_dub)u6nG(s>cT%dA9z+x7B4W%S+)hL<&J0)EoX0Ht
z3F*fDs$6)&(#&A9=$$_!y8C%$oFa7?OPM99%TTW2v-1$KxgeW8${>sd1%+#iJ1$e@
z0%V5bK-Sq(fKqp7sa%yVBAl9Kwo$6biW9@jJ1WJdXXb>Ii)_|xse{rKJSdG)7%x);
z<5=DGnZa(MY6s%+qc0);(IqWDRBZ?z`<`N_U#8ows%+M#@Y-50;L*}$MDPDgF_VaI
zpcIzJ_NNmTiht)-T#wzj7+#sR+!Jo27b$lYA_J}}3K9;QD;Q0&bN)2N`c+L$N*-ob
z{$+nc=1UX-?Z`7J&l)U^Q!OJe$LYTya^r?_@0FJsSC3_W3fBximpM*{KE#^I1n<ez
zR(M>d`whtaa)Wi5Cq*jvo<3CTjc=kY`=hhu&y(saSH~mT+(d%EZlV0maYq+#=;_Y_
z=S%i_k@#B>DT0XeO<ANyPW(U@r2)B;e@MdiE?Yle>ZA{UK<7`4x<lb@Jd&oQj8UtF
zr<!^Pv2X9NK?|f1WwvfWWgT*tty~~QD~fo~=X74hl)v%$HmQDY&lXOeK|{xWo}%><
zF4O-WWUk)RWLVIdOs&UqiH9U1{LK;<O2I7ai$)dnS!Dc;$n_7DZnU6L9krA3q+i@e
ztfdkgpIIW-l@82U{s7+(lT<UpQx#CS=W`771yWG%UyZCihoIb_tF^#o#y^70jz_W#
zE54Lj!7Sq=6y4(qm07hRJlW7E2tWEnQ(aMMF&=r2BJV!cB5hdV<3`qIdSBrv52507
zDsp}1;~b$4(stAY<DWC*BB`ySlLyVBgFZrD8ko-`EH~o6im1klZkZ~W%S69~%=ov|
z1Tjk8^6<W|5Wf5sg*RhI7fb5+;*lFE@~>CQ2;z$4n?zKoI$`{%p=wQW!GB0_{l6sy
zZQ0KcGws!D<AMeMLU7nyxhbL0WD$7uoVSRsXKl&SFUnWquUQNpzw#a8FTKNpj>o@^
zC=q{`;(gwm%29_M$&9eoS5^p}bJF%B_DKrmEQ0m1eLf<#{3mV?;#}nAHqY6U4n+xN
z!I@Ia+-niml@+_m<6<mukV9WfOGV||2s4!<EfHG{*Tju((b`D$ufiqNoU^SF%Xbwz
z&<L*9-A^eFkIkgm85J$%g`|&Hx7ut?-AHXJ;xY?uAmf7%EAquAmvQP4X{T2cVh547
z<#i&}f=20WAy?F=JfxD<%$yAgSW&O&tr<Elv$!H;HakKS*(6oQnti@ZQfryZEpULG
zZ7I2`L3&feCEXn%i7%XoWJ&?-M%O+bYSr@CZz%Shv!%T8h5YKVnOh^xvdYI}_CknW
z#ItlR(RiO;D1?yD9?a_@Ax_R}|4pG*c;aHoZj6y&gQqnPQViZnis)F0rLEBZ65v7o
zDnV7KFU#ME;hERJabVTYlTt^j>bOWxcZghc$A=!9t@LO4fmy*-rkDxbA%S5YCV?R4
zlPg&%ZN_y>@PNomy-1bz+T6t@tg1p{ZdG>dfKreuF=m;pp!iCj_zt2$E=5FTrPuQ0
z1M$Xya7Y&&?l#dZ{f{KzUya2p`Wq>BgQsp>4UwO!Gv{r{JYjs}re?aGY9O}2+mv+>
z3tZP&ow~S!W8M&{?Q6-L$Dwp7qnh|?3-b$9^NW4iE=d}#R0$7S>5C*5!T8E$Gu(b%
zbFRwr4m57avQ|pv^<qo?Am&)tlGffjG3Qm9apT&&umTp=mK3WRG$v8|V~We|B)K5}
zlDVd}$+E37T&*xJ8RZYj)n!TAtF^=Bz9zZy^(^TR99;pATwkx&5Et{rYa%#E1!l!x
zuA%1a@%8oUeH|BhhL>%G*?}d?mNK-7S&d`|LhNObd5wgy8`GL-ri80=35MLt2uqeI
zm<k5DNlk26);g)=^|lX%_}0+>C2m%P{Uqzw5Eruy7vuANljv$mlM=@aF|WZo4I%Y7
z47PGYsR9i7zKNq*HGT+#@M4rUa}gJ=tBvWc)PbHO28-}OmRGl;J9FG1Rn+DZ9$zjJ
z$$jH2X|vv66LK&OA})0t%YC7Lv?c8cQ(M&~P3j7ZOVA4xf>jI)-JtE+^Y8{S2(JwN
z*>}0g@ln^>ovCzF<JgT2QZJ?7@}LEANMPR)34WIvvZ4n~tFu|ZG*!1CxyXt(5E;;p
zY>)b64G$lUc}RHQ0pkr@CM<7aRtxQ(hsRg#i1^d}$W(-}8$Fx(sTIj%Bk-1yus2?@
zMk(X6g4m6%%~fl}MNX1Pt8VImo|qM(PU}3nXE#J&>_+A4z@jsoIaHmPG-ZN1IJn3i
z5*gOrlHXZT5u@0y1I?ZE6)>SYL|#IK8!TRqt~(@qWg6yMtnkN`@EJ?ojK2iE3!B@R
zOcswGPtip^$Yk;Btj%ux6J=I|H%MY@FS1)n`n>n|LU`N0>IH6-)W2@H-adU1d#In<
zH1^GFn%D1d{Se<PQO>u>zIlLI?Ia9D?9qYD=QK)%SbR&`y}35>cn0T4Bxf+X*(A)X
zsGSfNAJE*>teH0Bbx@&gqS8!-`<jQC7a}PU@m49+2yrZAQ<l4%HXrajEJq-I_6WHc
zKAW=YmTKi}l5iPmN&is!GvpA;LUu=~Mu{u&9SM>35b0J&7HMf##sZ2C9i`VmO{lNw
z7`)jgtTPj#maL*pK0KdYB;_FB8^iqX%YDsbcvI>X)xf)X!ky9hmanT?+UO1|Rr|=b
zyu=2iFgICWoI=MIX2n^N43U4wDz!SRPK$>6JSt;(Agr0DC@AXJB9x`Lbhk6R=GWsP
z(=*jnRNS=ZOX_nNyd1+)ArgR3M$?qU^7l0lV+jRPwJO?e5|?T=5mMJCmyq&Ord=-b
zWHLlDr^y4k_-Ko|`oiv*hRE@A^aaU#)uJMEeAuGAUdc?ng(&<nlcnsI67}gHQTXn3
zq^~7cC_eN}>GPbUG|S6NaXcM@!;le~Hs;(k##gzaT}P(vM?^%u!wqf7Z&8t27v)h`
z@H&*RC5L5yhc22@zNMqd+Vc4Gc(G9EyvUONi1cUCzeUw^(-ux#V9+86Tw6rf-%Z~)
zdE^s{{Cu&}SV-;9X6}=0S@EGLb<NG?W-f-@N62wI<MTt7wlLz+4oeW-Ziy1Ds&P_k
zkc;#skt<7RsG%jxxAbC9_ettw99-f)NsL@77nFv8KKYcTh`g*snwv46_#VZ#%49c>
zDAlAlV_c$VCM2q5lffCH*Bp?I@Waa~+x|+^a{05%5iaGxz9ge!eePz}HE)=GIf!4L
z$FdJf{q_3(!`6i`P?Ad$eMqXJj~pW*GHey~qc9e7Nb+Jnmo_--CF1asxo~%lP9pC?
zZ*_Nt7wpv<NX*MqS{wz_Oec@tn1|?ncsdUiof{bK%Ub@OrHwu=;kyYE>6@^yxGFW|
zB0pD)R_}heL?%h}-lEu6bjte7IWXF%lCl`)GQ+n(<~7UyR{E?;Lv`NbF*aW!X4`go
z0YF{4J}cT0UD3SyPHl(K`ERJ2`su6P5ibx5V|Jk{(Y(wP7w(Ey_ma8(86*-{Kvo%l
zIZllBU}=HP%{p6;0!X~tL(1b>%D>TOUCDYcB9DDTBdVu9=j-1fJm{!gEv#@ybai$m
zGNz(xxOmnb4?^b4gNo_%Da1;i>Q3K)2T5esVYvahmcB<MXKf+H)npxpj1RKHRtlcV
z?bOOgTZrLS36EnOwaf{|IxK5*Of5w>55Iudl!c||sOb2|qgHHX*6g@8Rd5NL?;$b&
zdrNxQ)1TcqF4bf=X2z)t6E2cVB2`W)t2l_%)o0;%3b9*G$yvmokZR~7_fcf!(^{mb
zX$s=1YoA8^oYQE$k+`m+<5-l1l#f-bhl?yDk$z{WY4|17)axI029a;i%KD?b#nw>T
zho`jv36ZnUDcuUn@rBnxtxV6`aiO*6AoTt!SD)*Z?W?XTc;s&v5!vUGtlsC8WTt+^
zB}D#xNf}nCd0$d*!`7XW)Cab>l7C5V@@1ui@?vBqwQ}^4cRsktg3A!;a>Y{qKRKrb
zKLCxz*nM7&MW2?U^jAC>Qo=u1S=MQ(rE(XI%fu$xAGFwQoNL*ty4nGGc;X+B|M)=8
zJ-2CgguVxGiG4RA5phdy11>=wK*^I!w7CU|Q@50Am=NdTp}T?O5|>G$_ibG+H<re!
zYXB}W{5B*`>LsFA#A#-Ri(Dj;hIf<|;H=>6>iW*WMPlzj#QvT<DR7B|Z{i%xF1YGF
zh|IiiDoXD6T94;CmfVLxF=~V+z}(KQ>T7m}M>{-3^upJ27B{A}@@3~rC>UN0iF?Iz
z4m22})K0?{yr$?$&*To9@-uckbUlJg%zp+6o9Bw*;CT!l(n>X`T%^i#h+KQ2tTT`Y
z-ncm}sS7VI^5g|XX1-QzLVn}cCY!L0dc-Y6#XGLThD+ntrYA~xRPk#ht!0;!y|NxF
zL_&|@!zZW~nG1CL4+0ndQ+5tWq)J~iftw_d@CoaHBB`BwN6nt|)G413Su97kH?1ys
zT)A>Mym1zu@HsDas4~?|XBI^{TUf~xC^Gdk-Td>k2^J7IsuS>6E1pN6qv!_Mn7oDm
z8L}=&{z@O_k<AT=w6tPbztauEkFDL9Q~%Zunw8};u2zuQXk#jX4_lYkTAd5H$Q~Pr
zRIy_*mt{4+<{HB27}-`1R`mEL?k|6AU0+{@u@w*-;eeAfq-bUAVv7eWbq99%SE-*O
z%7b>$xwAEDGM9(AmcrTD*aoZ7M%|O+5)<iA+OSGi^1PQnJG-ezQi}Gf78i-5(`p|<
zgzu4YEnP23YCq#5?@1)vRVna|71_S*$R%wh#YNWBakr6`spfiA>DgIrG9K5qGUA?A
zrt0XeFa9SA-{MATdb&+EOR~=mQJtz#k{(q$nMDnxLv)L)SkZ&s*mFv2<HJ6UZd1Op
zvWnn2mZRf!bKR}zc>_hpadI1VOPz~sA(7@Dx|+cwoo%et#R!+_<N=wVn9FY{pVqT^
z%%2p~zp8w>rjE_y1Ukm|A&*lZpyuK4D0~_|I8T?Wb!r~9&=XPR@o&LZsh^v+6T_qW
z(J8?Dd6fE`0uMh;;dQF(o6Yff8+B6TB8}+m;14xe_P<K^$j!;tp8Mev73pB%)jpJO
z4?MiPQ8mUq@@pSNI@Pq||7KvT*5&`$y6(W5?)EQ{Aw#xINpAL(C1R7<T$jYI(Ig1T
zl_kR_lu`tVM84dc<ldOIqeIY^(3V#z(ds~HbZN^=(4lJlp65B|d(OGuU;a4v$@BSq
z_ueeof2fN%z^K41xd6bFJm^t0-`wUcRgeU&4g|w#(JcO^)Ey$deK6>^2U`e}Jz$P^
z69|0=(P1H2?xA<rWvDmndrQh^#Mlr5jJryPW@n|;LJ;L&q`VetAxvnt-r5!<w)ceQ
zgaR4|+nlKb4j%Afak)dKXdzBA-kjVLDR^V~zREyvF>?{x3Rfy?2S!^6?J&FY=5W5Y
zyBs6s03fuGKx492-(mhz=_mXI;!~0=Xts<2u44U<$Uz{^W4xU?EzW|)mqU*SIo_s|
zbi~Sx16FtfbG$7rLy^7*-spTiQFbAm7Y>4dPXt&49-y_G=C6jUSlOOo9i;Rl(j2@B
zT0ao0Nq)qD^bvS5^xl4u?G}U2xM3USc(SqsuV;yP9El$N*_9upjrpVx!%L;_CyN=N
z<?K)=blrv({3va*A>NB*;B6epHvMQCxcvh`|Icd{xDXM}TD}_YD-T`C;6Hdx^?WsV
z00?ZfW;mY%CCVB#P^?G3LQ%}B63b&Guo!2>{VZiwLiZpVrojm6$y&b}-jT&+fh%H0
zAxd|=9J@)w((XcTj=NGBWs(e?Mgf{T%0lQ<V?dbGlHpQTCL5L@=eh|eZq;z!))3`)
zqzoHPtu$HE=Z;i)6JZiw#~m?Ntmq)c;+gS|X<YZjd%7#eVmlJamfzW?Vuvmd=i^7R
z#E6V@<FPnLP^8y9+QIu7MEGVr5Ef2Sh9>sW4ilfQodlG7uVKR$QS;S^PSP?1jGQ1Q
zCbQ(<woMX?DybGt1_RFupxMDb*jFPWI*sBj0pT-e0RH0)^fn(Wlm0R4i)W&KJZpJ>
zgauC(LRZcN^oN<4Dr4LiNV6J*JwmJ~3o*X!oAhsFf!=(U!Y9%?6X7ni0I!@yc6!LG
zLxeRT7BE|3R%#sykH?$M56{Lr7^5YEMco;}XNib#3JLwQS(~{|ARPX$)W;*jXuKBv
za<<SEkQJ)-YAd;0M5M4BAibGmN|K5!QMMrEaSq1Y7}jj7mUadZ+8%FP|7;F<gQ-H*
zd|sBo>vI5Hk}ufK8Xs)qlXrxc=L7lx6B3u0n%lN@lm@0BVA@YCv=CPPpr&(%ZSQJ6
zgd#Mn5KRBHTrBZmns4wT^w$M|&RQsDJV1R}>R-yx6U%WCu<{nY!s6MJC`*xYW0BC^
zMQi$5j^xcL5$+=4oh3pUK!<AFHcO)lVw}ON<!6>DU1@$KjVp*!0vFF~zk$G1p4%2)
zl`+LlY8-lDOiWt=Fs?$wUP_pE3)mcCiqAouRY0?g6T@+TK<~!ice6BwO?K>C37kHw
zAhvga9l%Kx3l*UwR{?qvQ0P993yHjR5d0m&Q{RL$)X?h(_aj;4){%U1fEc-N0^{DB
zq8EsA@Xu|$wjjzgq>NonSz559;;(I1a>s^9GgbrX^eZIZ0U^c}WW=r!GZnd{IyI8_
zOo`GT@8Y*wYaz^(5~Vq9r<>TzB#Qf5pp0IRy`W5`K7Bpt%{D4LSs$#i5sxyEN#~8g
zSX&`B^yOXI>F+e%#Qskprq%;U2pl}sSlL0g9k21{6+EHO!K8MbUhHW&K80#^!$J)Y
zAyMA128!zzCFP^uo261ooFIHXV8s?;zyh}L0SkeZ2u@<yr;K3aL`S1WUSA_lHUo~W
zPU*<MPo-WJQM`3PS*oY1nYE^j@(^<j%w55>A-+(6c@jF);jHbkhVKz1^f98DdxdCh
ze!eYE9?B6u)(H5QMwaqSn&T$@kEox~Am+n3&1NYd5?tH>@Z$zFHi@YQjN(O=K<#z_
z|Fc~HEBcR8tUeL`E#gT#gsQ4#+o)KU`f{74Tp<!^$POTN+y#9sT%ESE3t@3{M)8er
z#PHn(jQriE41Z=^I?B$CH$+5Swi}4I_Xz%Zxos3rV*($-lMUK&d!fX`9DTJeKpfM-
zY6sjKyLU^BE=|mpr1^X=unmWy7UHK`NF8?o)Q1jid8iwwWXIxT4;v1GI!#`HBLj7a
z{ELX18E0>nx)lW49RhIkVJKMGiECUrI!<bfH>0<nA7+cqbu&blNM+XuM(R&ul=1_M
zq|e6}C9ImnF~-W#-Q*1xguCNA6E#g1!fGQpHIkPRf^Q()^Oy{ekmvr0F#H%0_5cAk
zOhePLa&#ig-7=cj0Yqs+%CZw+$0%%FkTUA<Xx=*^%El8w@%u=2W)M4k6>JfEYs86x
z$1k*%Ct19eZm?L$Ve<s^HBUm<$qr^nTJEPtvE;p}*36iYY9ZCjM6$+bGKQZQJ6R@7
zOQv#3m6}pw8&3l};f&Cds5Wd4^T?C>Aw;-v1_<hpg+2pA23sDPYQdw9I8#0b&J88U
zb4Ecf&zD5Gi<CK^Sg;l5y1p!<gU*FD4oc-QLzKmz0A=6VS11-WlT$mGhVaB$AohU}
z(uxpxDUc-_Q{_<u+4kCbAWgmkYpc4cV(uaRy$hgUb`e{ZK^TS732Q<(UIg@`OA_kF
z3cpC@T_9q7ehC<wE13KGv5KK-DyjSt3~vd*Y{4~Vbk(J?GQ(yErdaDF#>A_@c>gN3
z6A>)cP6wyK?RC7I66I5*lz(kOn?W$K2eZbZX?y{ID7E;ENxy4?H<m9?3lytK0;l5h
zCWqU^c2Tu+b5EYV2tLsYaIf1K$mvRBU)~0N+7F`7R5#Q5n51&%4*=f=nAW4gS3OwU
zyfF@*bBd+SF=YKi<jwt2EGMm_$8=|hAEfc)S43IyBT&qKLLa1e8e)=BoPPpnlL(D4
zfeZ-w{)};(PD`#Pq5AY^K!bh}P~)}<CNbLe7XT}N5rfteF{ZCFPc$H!{VS9XU9K`h
z7T|L)7k;x4PC4=rE0$;}FgJb!*3x^gu=o-!Q8wHIO6&vlTei}H{`i2*c1S3=up=B=
zhB5NZ6=d#I8{qmUqPH8*Z%$;6ze{V?MA?lm&sh8+)+gl0%Xh}`<s_oG{Q;C4e`4_9
z{NJ519a&kIKKvL7G4B2ej15n4_#VL;caN3Na16kD=h+iB%3a5ImypU9-?Ta6V96?v
zfX~559M3BRTjN7FtIcINMxIq8LJbl+!8V~-U02rJvN_m&zO?X7gb;inXO{^<nzSXt
z`$*_!A=prOb90EBsRe^A0Jmmlp1MgMLrjf&;A=bAEET?Umog#Q{TmYYS}6#fq>&O4
zj#~ktyEO~&mf9fFe+IAjXu~_8ewy5T5Y(dsKs6mKg|vnki(z%$ck$+fD7%r8XKN|6
zFhqG7K2Ba&B+^n_Ao+JhCnmDxzsv0@p|S8%kaj1eOQtKVE~f685G9RooG>X}94&<%
zP_3PHA!1e}K!xuK)xn*3!ZN$BE?O)hgvPo6dfG*Z?Bu)SU09r-&YoTN)$z)aXjhQd
zu9GQ^?|LAHQzu|lfHOGfRpT;VUUMe+pa;OI{wysKvIV(Q@NBa^>*%lJ5k<5gynt5X
zEyN|*!cW%`xXK&AcRNd9G%E}nFE=5?`M5K12Ks|HaBmGnQy=))bd>6HB4zjkX<ryi
z4bzP$n2kEP%_O|<<GV_(LCi1;hA0_(CPWLg@9#?+WXPhRAfWvoY$<GXlXx`^<N0ug
zXitNIRtuLba8C_4_0I`>wrLk!jS!@p;XYGprpfF~e8}l1*q29`G^I<}ABdI2v(ymX
z49^rzW(luV30;M+KUpN8Nqz|q>D>}QU!5R@trv5cJi#Otb|NFVt0iu>iKq$D@pV5k
zp4b(@_qw8^Im(>$3F-&IarSWCOcooe<E<JQ8kY#*)kKyO1u?D))wwc_UzOBhA<9ok
znb!>yB}X2{5#)z2Q!PnCC|BuZIqH8;l0q^-2|h*eG@P#u*A>bKS;)RCJpd~1jZm@D
z$jaWJ59x>Q%wR8Fb$mcThPw3waBF{-oD5l_W&Xq-rfK*-zLfRPP{A(%_f%HsWPt^~
zpf!D<rLZrEvS!<58+(>9W}?(fBw`T~dk)6P;zvG7KYTFg?+&#T*4|TdCk2ZA{KZ%S
zOdiJUqIG;n0;#fxfq`R_Eyb0Yo>e{BgAS9d#2^!8RVq*{(pYP>j<1`L-VNXJ+MI^v
zbr5q3pXBJ3KQkwf=P#mcM@rxrs7tSH3$Gba)rB_{geHsu^c@+E>NL;9^clnljAbct
zy0NTm@Fd01oy`9@7VwmD63)|tz_f7y9v+9)(G;<+BmF7VubyCuM?1q=#fV9ftUiAd
zZxM-7GXW@}uc5tst%LMQuYrC)#1-!SWQ{$m;#gx^l{D)?oc~M)&d3ZoKI2%1$8KKK
zi8B9np!5R@P5rmcs*>wL!l&Y6XB&%IYrKxn{*nHNY|u~7ffgcKH;_58*E-7UoJ1(X
zx6#^wfU(WM;&ApdLC2SyhypL5z>21p*YsU=e56Te1)@%KWHiFvG(}W%fM5gywfy8l
zOXX`O@otaruxWEKSD0k9MW|277vmj_b~nijY4~#6?Lryu)=6r&$!`w}fv}>OJ?I5x
z3yi~g*pezMX>dTC`eNYpDw89CNY*uplTEzXG#_Z47GMMqMO&;{Y~RVeb|Z^I769Yk
zLQ5R6z%j68ulXX+P2QhJtY-^>RlejEmb*!~YL@^f8ocDU2}XrZpG|fX2X$+xMP30J
z1qXGi#Z^gCWkHY%U#2_1o?Ypon;_S91l@WQpgyY+;!#Zck*h(!Z?%~Bz)IMI61AHL
zj3_6Nvf?dEVH+i<Si%KRQ#y)eo_LjS0q=*k=tL@9m%E#Hs0n<8PvebWuW-k^G(9Ij
zM`~M$m9-vNAFjs)8!c8sQ5fcca;EOB<JSt3Di+_=%dLlehf{?uU8lyoPvA8H5e94q
zLi1)NLF$tcp#=%stCR$_i4E^m0pZPRC1JJ+VM{d-Lbq576O!l$kLfc^7)e`zaTFN1
zO`jExnwr8|Se0~d6!{~#1~_XNwg8h^TrFf!X&IGp#sL3Q#-#}nLM^ufI%BJtI^;rz
z(^Q^-L@7o}FCDeJ6jl6=1VTsX0KHd>&hu##(m$&OeR@6i8)4X)qU$D=8-kbA18jLv
zbk}L1ZpbU~->?%1{=1X})A*0w1q8F*N`h(pJMRX<k4i!()A)akgq3^H>#woYfl}X+
zJXo~{K-aff^GIDX%h&~l|N9InPZFc-ZD0)9CngRCft~c4#^)G_GGQN3o*b~mZ6M(_
z52po-xv~%D%F&0|$w9igVi_RSG<<FG+9{SYSeLKVSHA~(m-pG}SM-7JgWmW)OBtdo
zRPq~9zv?L3Ge;gukQ3EM0h-lBkh>Hg1kGy#$m$p*G+v#R{BqhDcR4>2!~GaAYL2mt
z5xO}v)1Y+J;y8fQj|-sbmQpfYgm}wwmO5NlEKW9)z7_R*KCl#T3(04<8#4o0Tj$sL
zJRq@}fS`TtB-+kzw;_GbNzh+Bg^8G4qtOLORT`nc;S-dtS6HJ)H@%ZozzK3V3sCu4
z0V?Iij-XnEyw3@c)Ep5MiSJkLJ%`z1ws<Ol^v6-Zfn8DSX1o&Nb^igR;5=H!xBHWc
zGJOBi@iXW*!8vb??Ln;V-PbK&jdK6bfM)m%dvJ4<v2BMhW#(K!eYQOGBbyf@^vwma
zODEaP`dg>-WgX((LEfRyG51Vk6~XEJ?i2z~;v<|HEolFAW*nT(t78HSTLAp>iX|TU
z4X?SLE)U>8#+)7bCDymFCF@ywkW}mm>G35PeC;QpP6UJT@)9=Te|-yh$u*%$L|n0^
zNQ70_fM9W5L6Ao#L~z3gL90y&((r@`JCP84LmaPNPw(a?&V>@1cmvQgfKsZYj?75e
zl3Xnvx+TgNNSXN^4mBdci;1lHzv+DAH4#d_1A^5}%#ukM2hn`uh|pE|FzF8*waADz
zasLsbskg*h4c%v#-7<K6OcrF^0!mn`P#<F)u`YJi(l!pFbjK%8ul*qTAehBYl;-@1
z@f*B{svQXlL7jx=QyFezkM&JVz$Sbe6&F5enmnTb%44!iwIlZ_aXv-Pox9K^<K9%_
z7<XhivgApUOT>%+6?mI|75kn}x(ql~w?hgMQ4C0#_51%=_0gFOp6!S??|0x`11GUM
zWv!j7<ufpZ|9uzm*?(jEpTwHSWxC6`i|}QC0Pg;$rLYAD%m=Z!$vVE7mnfls0;L%!
zG%rDv^w%?aUydj(NSXXMJ2+XFB-ZC=Fw&m=&DtjGhKcb=D%&SO&3OTNjrNR8(Z$M3
zF+}(Y2?PF-34HaK&@ul2+6X8eb#0ykE$RJjnY;`Wr5Pz}{$&|cb$s(R>Dj-a|Mi({
zF|27OR7-6?ah^N_&J^$+?V3*BJ>7*ZPo3@{&ERy#P@M)G&ajOU>mJfwegOtQwPm-L
zfsZn}Oplbi9EAUYPu-4zX+#m1vN)mBEdXt{uo9y<X*wSe5ZZz$v$7I4<$>jJfNIio
z2eH8*${s7A47RZn8jR9#_E4(}M1KUcE=AL&Q7duB15JC(mfcF%#fymrM+RVC*N%10
z&<zn2i&Rl|K#lUUVsoeIB5UqVhdItC)1BcQ`*c23BihGKKpW`HVl#C^<Zu%-))}B9
z1Pxc(d>ZxsE>^<nY>4Pkw*2XIp0&wntP4>7a(&ftPnQ|;d>j$2+<;i)j?O2uTgfwc
z)+BJZJAi&(%rIRyRP6M_c}nQyK&Va)g6(Q?S-KRdMkc7z3ygRNSh36zxUQb18^HY5
z&QR>3AXWvwEPUVR6&4QxQC=WrYG()}o)smF3>7o1`Hh#v$?XiBu6|<5mFKhg@I8H4
z#q=2=EPd=AK4c~8KwxR@!C!d#3ijYRF{geryPNtw5+69Oim{@~nsa(6ck7Z>@8T24
zT|=#CqD!L5BU!<{P#~QK5-qoZTRjxpc8PHX8EIiwG*cp2ldbC~7ic2YgaPS~S4b&h
zW*~+IzPmg<95Of_Ujv7v<7)&LA>1?4iaKGEXIcLo=~x-jhU3G{*P<1kQLUNDuT>z%
zZ_&V59mD39=pw38lbre4&tS|DD`MH4X}TEJ{Qb-zsmDafrdTkh?E$wQLfHm5xYJPH
zHzIse0^lbTgt85|qU;lX3GwKz5-yc}Li=<DRM%B3`)ED8d~c>S<wl%+$XVNs1?1}Z
z!6MRc>jrw5SEE{mjAnGovX*iLah@gtXIc*{cHb8orB?r0e$x8xISlui9xOReH$tq;
zNY&B<jAUq7z(H)zvwT=<o{krIA{hDt!M`67n5wF}GgDPo+w(S^DC_$H<y;DDEQEQf
z*7veH@W>|gn-rFwuN%%%w^U1&69F!Rz*ylR!5E;5)qKL2BYtZTTT!4JDP|$k-$(t?
zAy&d17y9{y)hyn7BgWYwz*sq4h^w}MSzVMNt{M*DlM(2wMyc<h2K}6o=-eQ7aQG}K
zS;)%8BLN+&!J0IJseYVgCB^JCjM<YKwtudUuXB;=q6SP<O=U;s3nm<VW|k~0%#sgW
z6N`-l)}P~KR%d}#%CjA@EXM<D#&`%aZr%as9bP%SO{`*M^_mEU7;im;<acI;#k!8H
z`H<W}BI1aNK!hE6lGj+9^K4#~664uxz*s$12(EESb_cQbSdW3dI~4;P!!lg6<vsF*
z{4*7d?OzD~#B+(MuGxO_5m+KTo&$vSxmYZFi;+)yeJ<#`<)Oa2Vz!;I!T6y0ry{mM
z8juk76=LJ_neQfSi(Rv&3ycZP$_Mn{d<-Yti#kuIm>eKHr2ue4frRrKoxsBgb}SU*
z9PD;rhS+Rr@{u^cg~0h~F2p$95Cq{x4xH6LCl?VS{xKJb9~2Aqit&84bpD&r3&nss
zl!^(5(Z)V6$(A~`#PKTyPV;>9YqD4xNZ&Fa^z{(s!re11)q%Wh68ynJfH%L%(iZ3j
zDUF?4272EzD{(XM0$rpsIl7bq`p0r?W?^1^0qh^h{aVgLWU&Rl6u)~VTHKqJeJgja
z2t5i<$ZJ=<DQ1M^>>R%RWdUZO|GvrEmOut7{4vK*s=)~P7vGuptAyqOyNqBCw%y#R
zc9L@uv3BD_^hs;kkwwxb8qyD03;La;A0_XLA?Q7XT-J#Ruvo{ppA#5}FWLXLUZ^j?
zQ~s>+jvQQ~{Ieb?`i(4QiH`4!CjI`6pmzojW67-6cH&jvJ`Cr)N(?6-$dhVSCGb-X
zEOn`l9}*z_CpDm-z%WP=%xP^$H`exs*6!6RgQ&9@P(OK<$}UdSO7$!8t|BjCD+W1L
zOkC0r*a~_Z9fp=KFOc3#2l~CW3NKXDY5Bm27{_aYG0<QoY+Y_1KZoCy(-%YgwgFJu
z!-&_NEWfSgJ4FdSis;S5LXU>Eu2fEW5n<VGAUxZxBuG<UM6lljgo}HW1Zm2P2;U*0
z_HF1q;Cb}aX>(v0)M1O%>nBc!y}+5ZSIKF!eT6d*Iah&0$FRYkeqzZX8-7A`|9&fB
zRuTikD(27O6JJF6U_Vf%9TFXBTdCu7hJ@xF0<`5YOIfAsEmo_OG5(e}ilyS0IeyY8
z!~v08jaDq>w{2Zm;V*Ln*{O4L_=uR$dyQb<-Xm7R-ch1V{c;Yk%ZPIP2vFv|1En3e
z@)70bn^KpGD68KAitD>z3k_(0nbVVxcL@%97vNTaY4BO-oEs>4@ip{fkN2!t<2Ll7
zb8aNN8@9!T8z*?kdtm%a;LwCKaSpA~@y+=}`4K5^y)O=ZfWilZgl>Hw(7s2Ze|;T7
zknxtTtC*z;)f@%%(NUpvJFU;<H=H)3*G4q4{nb$0#I2PUUr0Zx2@HiEhalmeT2-%H
zeu)^N?T!Ju;Fy&#Jq>6SyEGt|`<N(iA;l9c5Vl73$_-^LN%`^)F(M@$2U5`oP(k1t
z5!gc{sTm>8-^dwvLW~{Gv0_fi`8=hGH}eGWz5^cZ;pIG-f}NFX!=sys_mDUf9HnE=
zZAWsuvAE(~zM4*yH$DK$(39BDgbodPYgWF4R2vg#%7?%?@u4^>;3R$oohY9nWxz+K
z*4TO#=N3o@yNEaDBj6qR2u66g3P@J9Rp&aJ`1&+*dY%;1m^kUx`F5s$ns^dOADmM9
z2}t&xOLE{As1o^sL~^y;DIgy_h24X`;)pOAv&8Go&_>(f-oAc$;Wc-2?ZpEADS{t1
zgCS|(Ys=5Mkl&_kky4B}pCM<>X)#ri<Ec?xLPZ>Q8aU(52vGx+Br(SlIP(mE56>{C
zN@=SP>CHX{{qB#&QUInx*`-RIiT{owWy&X%?UGsHCvUs*yDyv2`|kphmIM3PF>I_N
zdrJiG5D<L&6EJ<~Q`WLs$1kxZ{mD;3KjW-0@{-J|*n-eJX|p>Ki_Zel^PE`!aYs~a
zQ^6KHo}5GsKL^A-AW~Zn#CYB~mY_dBJ%`1TAK)O>muRBmKSDd4yhYbVOcnx-{{e8?
zc?$MO_Ii+<A_V812RQOGG2&7eZIN!mB)HdS0H6B|d-u?z`8n5>IhEu&au59nJ>-7@
zJ(R*!OY`^*xTNoL0gO(+$O4$Oh(`MNQ2*?Ln5D^1FzUg4S8kDFjEMFZfjI7>SV425
zBP%b@lNu)?79nx==VGyi7z;wrII^a#I=)y)ynm4Q+ULTUtm4bOFsX>_#DJXo9AM1A
z0XtzaF}XQU?xhp{IpR;gfawglWr{i7$Q#0LZQLTQs}X1SCEz4oW^p>*Y%vu`Kjbp#
z?_U;1-h$bYRa>O<PsDkFoZT&GHl3AikrRs0qb-1Tx+2?<%5x3DAy)ui1u*UEg}}jO
z%0K5>iK`7nsYc3U7OT@`c+W~#Ry72-{{rCYUofXSU5?W0MX3KBf=xAXp+OgI8f_iE
z1pKG3cq3`hb&)5y$l@bNaJVWIXfWS}b#}_<!zN<*T?NLWtE{D7#~&*r{Ylg(eT7-5
z4~whUc`MrzVhs5T7+-_q<T(g7tTigz5+eP9q+#ERKI9~6ph}$gzXp!WH-aZQMQBRI
z`iE$N-vI3$pplRM$m@j82`ve)E{JyqdA+`6g$+7>p9$$FeG7Wu8)D`c+=2E(noS{+
z*EJw5xP}=a4H~I@zB!G+w-EHa{)!EzO$QOfuLE%n5UHIer?BZT@g_r#;|(~MuX|k?
z%q}-TUw=~wW=2hZplOoZeFt#%cfu4J=H?y@8WZW^ByxTMayr};0)b79@2gD>(L8Sg
zt>PxcG%N}UHO#49Iy<q|@x*fZ7oft9axB?^+A!O9^LgD)6pLG6%idd1$-#-Knzsu0
zq+kP@H~StyX<Z_2M?stv8p8b$@ApXTqb2Vs2#{9*h%op!Al&>7qI??kc#xo2U?RqU
zk+J4?@F(^H!HIb0^tIeQCJy@@I39PEoQ&cE#hfXz!tMg=%~x5xS4xyENO=qt$vcXn
zKQY?h1IFw3go+OR%a-kxHYXAz9~s^5i`{|cty`prI0znmAK<<Bg)t3S5XN&2p~n$*
zdmwZh$@*3p^^0`|F@hfeqwIlLBU5~AI#D21@5I@JoOp=#O5vV4CuZnf=qx7uQB1fR
z0P(yKO=$LyDU?qJ6TI^gSg`bk*mOA_(D9xxp}M~S_5NG%0@(nJFm}+dP%8Mui~JjS
z`~Jqb8ZB2`1f4+0^9e$HC4=<gPe8x=i4Z&BFBQ9VP>Nn+)F5NpQ?Xhiit&xTe1ecD
zc~61z{25C-q#Gkf9qBth2Yn%g3U3EwZPqn%D>WV?<*OHfV{WFcO)Zu+@--BM|A_b-
z)~xkMofjHUW|t02yZ?ys@+B~)wKHWX?lB`$UOQ{pR^HB9=y-xN-FX%u_y)q;%~?yM
zv>}u9@0f#rfThCjmlb<?T~CZLmcS^nW|jX6{_D?-fpg{iV~Dfa8aUtEqV1Cq=KC)R
ztnC2c(+<q=h+B|aDMc+YY;AyX#g_TMtBVvziisF?8|~PHcXd6*EH(*M_w20M?d{O(
zOI|kDn<dYj%a2kL`qU0AGIq3PS4QHrib(PCj>*g|%+9P9mw<`-jy+JlJ2JD6p`+AT
zIoA;uGv<1*#<_F(9z~)>b_CjHIQ;yxK!dBN7R;5dswGMzQYJWB)B6yjqhU4PtniJw
z{H_Y(Wjg?`#Q}I&=Lnt)tMTVIG7zT~Im6hM_jJQp^E==brI%+p0$9xA-xokjmTa8M
z$4z9~&j|>tos=$A9EC>MsY%+bN4y&3y#Su@!VpFi@si_eym+o5qJuLKvz%E&laB9i
zCH+d&N4T<<W{8#4Wpi!WrKB1Mb~&*|x{925y<LE}!-X~6Qt+g?OQO7s6dzYsff3yN
z#at&75A<{ebfgDsyC$Hp@Z7sbn*JdR$~yt2p9hP#)O)dv<GK*BT_kX-2Y_(9M9LX7
ze_Y33;vvw|6Tm!A7SJMqZeG)~N=$RfQl$LsX)Qdo)p%SN%qn7wI<S7>Mf~P)vg%Ld
zjr3xpZ;MtT&BeqgUceaV&F22j8UDjwiS3!*K>6Go=64|^<W};CR|0zzDFb|1<xOtO
zcd12uPKJCk#s?UCeXQA`$uKqDa-hgpEK#Gd_&9cE-gjY+pwX;Yep`+Z-_BqzL?wo_
zZA?uP@2(R3E5bv3t#M`rYPm5r-B`tfB7WN)Q6~5T<vpOl)Co}n*~R5jBoO5jq;&Vg
z7>CW)AL*=E;rb%J(oKw^e!w^kj8AmE*x|KB*33^QMKv)_AtTHm^JGNL*cunF{DPTT
z(v>en>Fy5{gFmKvFLp4!M!FiD(8Gv&s4!1;V@~Q~Td6Zga5oje>R_xG`m?AnisTc_
z1Um!(oEreAH1OTc<XJU?c!ni-3BuO{Si{$%<!tHoB5BA$l;4puEf5P2-$p?Cyg<-@
z6$qzGa2K%AtT>FdJt~sQ195&vjwT2Tl;C%Gt)@n5ABi$82q>QhvDmLT#b8rx8UtS;
zrEf6C4}T_%j7|v#y%wBp4;fH3yf~7TmDWhTM54Hc0A+3n#?E*#dy{?z>i-DAj7c7I
z@XpJG+uNn{1Vpk31rm((m!E@G?WrlR_-YBFKZRn_k5pRy2kNJWF{f6+>W=aTUb1yj
z7~mg-qqzYr_l;LldvG|Q2gAh}n^Np#n%Wl-{wD(K_e9osx!9TcFE8fpA6dUL0vLB;
zFx?FKVfo}@c`cG)n@E7YW1z{w=kPMl>IN$PeihM#D9L(PW_Y`pw+du_Kol_G^*Etm
z8NVrxVX23UoqVge3>ae84*$d^fY>LH-6a}hkS}kNzHc<>cSd9V(~Y%N$rTHs?;+Y5
z_63N6^cMRs1V(oOuo|8UqqhXX1KpJY*omlp3}%&XOx0TKV3OM-V*s5HC!{){9a-HY
z)7Wc6#-v#EFq!Y@9rM5CH9HnaEwPw_0*R%5ChgNCPqrdsSe%dtDrV2)S343oD-OWE
z@nXf(dZCD42tcSN9?;+fYkC!m6?Q2Jkwz1QCnf+sp_|xz11{Y#PVh^Fr*#!eCBUKV
z)czW2R7RY<uE1&SD&(=kq!L@!FQvq!T5Chbq(q@=CrcVfmRKtzIy(^<EpUXT8RCHK
z=<>PL4J21ukueNP7nXyT1tszzl;Bz20AAHyh(v%L|GyIGmjtBMNkW1V>3>tB201U1
z#OMUi!fTb6bo|IXx#iFuDD&W`8tf~B71#?!omp~2iM(l^NYzOCq?Z_ToMg?;ZzwUX
zQ}TKM@j?$Fdpez}>A*U|+lI=>xq*yPJ%wBdF7f^)x$}BY0MGWsM#ZG;eU18ly@dDz
zL+}{hkrI=lJ*pQlj`m`z2hf@(Uxg*)<v*9aQogSu=dZqEpDOMuTsI4(4s7ZbT_<HR
zGV})C^WI`Hl6e`IO@q?05Ac@v5pse|>wMib!&D&cNgu)UWj~kj`zI*G9r^-T*jLDJ
z0NSuF|1IG|PGT%a#;@ROYKy^{1k+4!)erFCWHHkN4ri*&OL=FKtT>63(Ef73yE5bY
zQj<KJ)E_AI{jo9V#!fkv`kPb^hY)p778?8Ip{4Q`C$c{=8Q_coLd^iMX`XnB==2n9
z#fB?$LQx9nucrtZ7)*6!7r!zsCch(N47`tr&3oCD(pQ@I!T|u64Ho=d@U>2*v^{(v
zfU5^$>&*v{<kuS1+YAy4C)jD)pnDAhbj2VsIi{4_v6ktjQb(99s6@&?gM>yIEU@c5
zKPzW;c8O`f#bz+D<_?xCvd%RtO5IIUZWD424i!@lOBHbZl{s<f5MUf0A|{;3@c5s^
zJB75cp%f8dg$FC#SZY!_x(@|{VW`kEZ)qsym(f#zK0@%uaExWX?}_xK!$5y?m{{93
zH<bFbY5Ph|dno@!&iLWfgJWQ^Bm4ZiX?34992lRI?MbZhbcr<YN^aamwEI{g2~%^5
zY}w))IzHz{jOr1<Xi|$&kZ}v<5jNN|(^NaB29DoI*_N6orIu{zucf9vu9%TP+dNXJ
zoHFd^Ik8&~%(OeT9Vu3@w+Ndr^bgo1?HnTixNCqhXOz$@6d9IqLVq5gVIbDxQNX%C
z3iGyFnJZtQ{?=&BU$71mG|x0^-5(9;hj5q%8xD$%R4*nCk;vkUsX$3gLkor~EgqBx
z`U7b~t|X(UlIQW&Gcx%hGF-<<p|@wZhMIahXbdopj8WK87w}5_oJLB-SggwiE1e%Y
z7W5-0;@m?bi#t=~$ew1+^H(xnB4gS(1;g*Q&V-RS4j5O)VaI2*(&TN_pB^uyZe!j&
z7~Zd)=d3IySH=UQ=LB9w{-8@#njby^P~!w4#mM~0s(G)}V2#M>H&GaQHoMOc5hp6#
zaiq0#qBUE$9wsU>zMB`qmLHtQHy{)G&O|V}c#_y!0HvGMEhT*YB)}I<#ennM6i6RD
z8O=?$#uuWYxB1;XIGB289^aQP7)8pZDeUx5x@lsFNPlYz=yRuHQu3V|q+d4`^rPWu
zz|Xo~;!yE348WdgY_x+O<~v5rmuIX9d4C$17zXdtege&A+=%%q_py9xh496%1ODFY
zV$6d1IFGSuCX7#z@zRtr&V=EZ4vZ1$CU!`J336pJGPVGNI^O6CGmMtYIB|9%CnbXg
z{Hn_n<AU^Q8K6Iv$&A113Y7ZGnV|1Gg9ZGi;}60RUo!*rgJ+7-4sJm=b@hCEK0+qW
z_?f^t035j5$`fNPj*YCC&u0mU@*z@cvv3Z8Z;B!Pfh^GXn#HdFuInl$fh#6~aTbo&
z`F>AQ9hwEy-*SX5OG_qm_J~Ov%wvuivt|RMVK$~S3|fG}J~}&}-xx)VBgoKX3tf=r
zOjtB{eq}z-L&TVt4UE1ySg1ui8t+Mms)?b=0mh9ScIBR~x0vk%(90=WYq*2km$j9!
zcqvO0GFl5J*5%O@NlhsW^hg`d{Y|*_9KZ+65eL>_K7o~O-{&e8S)z<V%6*{F^d3;8
zyF>_nf$*(dK1YEzwE8dLRV-2N=K^I(9!4L(I64Kr{R8+5GkfyZ1tF}t*8(0J1h(aY
zp|^_!pD$w}JlP36UjSgILNObX`HDpg?AYtG7j$4{Z8|<hLgbJ_AfE;@6<-rF@9z@t
z3i8g+#o8yLW*LJ;=llgyl}?OnbAi!M@{`J|C^LT!k56KZDguTMCQv9pf?GYMjs)Sy
z5Vx8y#unhcSXspa>4iAr>@EgQXbDc;&Jq)X^hqV4{{ni{Gzk*-ST|US{($J@c{CLb
z6B&=CX$~^0od@U>Kxy-C#!g##^DewQ0+%e#XUTs^TUJT6W<D4RUWN@LWXJz5@N<{*
z4iPj9fbiA=B|$0_MA(XiFBh=P=YkFKqJIhe5y7&B*1}C$whITa=06tjAqFuvEd<8%
zMJ(knX{nX;9T$V%b%_v%HMR@8vPRWHsp%(5&=R1$wS<zArT(pp5bGNPw<5S;DYjBV
zz?iYyLTS~7C~qwViu*EgsAbGv7%UdIE*M!$0HEpcxPNqV6GG6sWnj?j4QxVSaPyBY
zl-)ZdSC2%QSO%1z%Y;|~O1$Vd0{=uXZw0m^qWP!G7V^SGjHN4pVfTjE{(ZDCNZKo`
zN59Q|gY|u?n<&OKsmk5}6I<SdAtBz7(frZE9;|WC!Vc`^Q>mN~Z}3Xs-ChZ`e=>|O
zIZvLtA<{!6{k94hCeoFT{Id%5Yrql8V1*NH<P7GI{(@bZkilRM^aAshswhJKeG^P>
zS}SIwXF7h%K7prK1NdyU1p3R<P=wpB0et8hj7+}SgY*+o|9Fj%0l>|0K1d?8{ab+k
z_!f(Qp&Ks-g7lA3zhbR5`#v2GMzqX!Vl4@aI*3U>9D{KOzyou2z8th->Ae<NO93Lz
zpKHMu|BYBnL;gxwM4S%pX;N!UtPj=!>#ueH!;)HLVp**RRtlUOf5k4TRVG#%vdWdL
zvg=GbSx1ywq<pg;2Yw1qZK=@nz3s%hgRGV1;vhlvy3~UwN>w>fiZ@`tQehEGHq-NL
zO0<<5fabiBWti!s#MX5LM&N%ovaM$N0b-oaMOEk~u{gDu>*eA^P~s-AWoH$(-Chjf
zBsf~XNE+7=Wn=|V)>KFoesu|f3_*`dEb5~9g7$j8)I^N1N?`1%6pS0&>rIR|A=rI0
zPR&jdODP!|x*7BbHnTJ<ePqp!MX|hXBJe{51K=70nzScRXB=9@JNQJ2uL4R<6_(+C
zV&rthn0Qu&h1ZY8U0T#r+>=6j+iKtsV5wI6@t)eO86~{QA@C7`Z*M`*@J$q?Keh$*
zFi$NsdtfCzzkPQRZyAZQtOh8F%o;ZYz!ezJ7y0qcUYpQ6IzU#efZnuI;9~iy0)pOV
zU@}IBy-_cOqgbQ;Rw-eKQoj`_*S0Dsr~X_lZFD2bZ%7G-H+*Qq#MnX4=MV`^+y>}&
zKw$+Rb`k|HPUP`S@H+^rbk@R6;;D1w7Y6Il^Q(1ilZ~EFD3GdJ2PXE_35%)~(-wDS
z{cZKUuS1M=dSHC2hvwTHoCHcD>)3g#Q~-$c6>^+vg*+wLlD3%70}(@23yiO8#U2w-
z_|XkQe?hdi4ii6tEiYSaD^=hhp})=RS(}}Hf|&fIa;gUtq3pE1K8+=Z$<a)pl>xvM
z1Lo04mOOWH2)nd;v9$AxC}~J3H;6g1aPwmR#4n+>h>kI0{()QVH!Oz!m|-#Bib{;>
zMqqe0Kq<vnObd@L4iz))Q1tM!2JFT0aUiM68^D15PON?5W#|KogW1NUt@h0KQz@Q^
z_QrOg_1Ga!7;s)Ep31}-wgWgXfJ2v-x4i2RDs2tkg09cpX)Qd)9d~bWH?fQoP_z>a
zzO_e4CIGuKhYor^)k2KyUBK9}OTqZwNzW6K81EwE{w^^g$&$}H=y_2l$_u2tw_B(`
zh;cG_F)w7q_+&RQ7VWWS^=5il4t=_)19OUB!YO4Kh}Jzop*?l&6%-q$idy0=hKYFh
zk(aTLt#HxvQ6}lXejD`Vds&-{o^MbheeGV*kJ*P~4t^Xn9o;*&PjnA9OhY!Gvt)qO
zOC|g);zJHv<AFU`ZgbP~r6EE;+z)8c0by$a7#>+BE|w7b#sNTk9JCfskZM17vT3)p
zI$Zk|{A$03Pr03@U}kA<*5Le-qJ`B}0EM8RUM_0aE_+q>s<kE6E2_0OknJ33(=J@=
zjp($+O7tHYod;-{cFYPTta6qNpG3o(H!9Is8Qp<sr_D+<RYngY>Tgh@dt|g4(ZVZ;
zmT_PIM~1s1-1l3h;TRXmTjLNd{#%I-k<m~@`?NPx#K%GzZ9z24QGu3et7Ui@!l%6y
zu=WEP^+5EEP$l}MjCMzKVw4hnE~AGK{VPd{hPh&p$|#+VAbhr;5{@L8&<ThJ_gA8Q
zWON`o3`=iv4p7TzBciLuDba~Cx~_d0z%wT*;b}7bE*egFO^N2p=u||vW+>4WGTH;t
z-i1nZjf~bKI<d&C9i%_c0qbOV7s5{fmeCC|ItI}R#Y*&J87)Ti;VLECCZp34wc8@0
zWl&%q%dj)TIWi2WvzwIl-a*uUw`3U5Ju<oy(eqE0=v5gVi)gaDxgtov0a_-OREF@%
z03~eJNpiRr(d;ftw6lzkL^P$Z5>1rRa71?uQ=-K(S~d$|v)M{`uME#YH116$dQwK?
z$!vuZ{ZdBV5IwI~qQA;$2BOY8%arg_84g2u?|vof<1WQVe?;3iE77hpdK}SJ7nSG$
z8NGn0%T*CAqbhT-3~xoaki&%L$fyd@9=DZNFP710MALs(qT6M37@|e+BE6icFT0mX
zVcLK&K6)<0ZL;A)MBy=R1^QS<KS5OOqC`DBB%7}wS{|T82XVA4T)PKhcoSG*^;iyv
zYc+^2gi1#C)~7ORKop*}RG{IWlEdI3dgM-lPLff24y$bJ4W;3?WcY0~46k7+48J3z
zK8PCNxh2_Kf5>PBqVO1w0(JC~ytN!rd=&=FmWhq#WEp-B;oQke!y9Du14Q9{1clYR
zWR$L{$2S9HZ(WqpKr{<?)GN@k+cNw<!g#s6Y}nje@^wC<r{Fen8FiD<&4@lftVCmF
z)E7~>H(OzLtAIlO3)c=n_}LRB{Hbi%2~oH)Rbe>XNAlKUL?;hZqGd9=hRnhRZnCGD
zj7GI@SBBT1DdDeWxDOg04R=q;hJ!mx4u6bjBwXAhqoZW>O+@j&7#Yox(KCoX`y0?Q
zsrgwZ!*oRl+%TdrTqUF1(6Fzal>*%_qp^s>#TE+mTNw>TbVaO;mQ`!pWcVDyXL`tR
zwbsp73h^{VPimBCgpAVh-n&zk=yVxffM)*-hj``qScGVq&{5on@H{vIE5n;*!+jCO
zQ=~H5D5K&TNhSKOj5?rMI47wvdqzfID?=F0C@SD9GTe;lh$bcaLPnDjg%e{6vu1u$
zY<-F-9vPE8?JA>m5DHFYl_}sr87@J?pTemp*>Jp!(pew>3rcjLjMAwCJnAExWislC
zHp77f5iP?Wdz}n7AdKe;WW%4x=ut#r)4BrvUPi|wio3UEv(IHT5z&oy)(W(pzYUZ>
zAqPxC7&a>_;9>q!WYXHIV`nA0S|y?GXcpEF6=wA^N-IWtU<pq4))@&c)4HNzBdik1
z@Kp)cLaRk<Gz#<=8KwF8A7HgZHftLod5fl_7s6D$jE2i-7qodv8B99MaCaHjBRm(T
ze`R!tjQS(`UzmNB(J3-2%m>0$ri{*$QE@I$K+A+N+d>(hi&n$Dp2BdojCMry8O(vn
zR_~Ben%se@Ck6VxjMkyq)i9AGn>|-1!yh4R4)Y~4d`(7&BDxGFCuH<z8Ku!W%qJ+&
zzh#sPIS$liv+ZGIgE`L@nxAyE`q)19AV}|He$SEF2kV3IH$GV3+1xXTjSkjNxAzIM
zX&14gI(x9zH;8={tXH{)fhK#E)&yt^)(4wM2Ql{$eW2MQ)-y!k*%}_Rh5J4{*~1;?
z5jJb8wE<r6|5>&%MDJ^MmK_MutKjGJ5PdBCJP*-(!jF5X-cK;s-G{w?)7%Hmo%11c
z>7is`c_<mL57h^OfiuF-FKDg`-OKW4s>t^Kj$ke;2L9iO$~PmJ^Ne+&EImx$!J0H@
zV5P!*eK1--whPjjJ`6mvkzK%_H1=<pJ^_AW!u9^}GfMc$4+kHlu}$InQ203-u8*=F
zgw|K~U>`cKSD|G`d%^#Mm~(_aSilbVV$0pu`^NxQ)EhB0@E5Sk?FQy%78k4XGvSzS
zHNYNyIXtH~>yu^~fMNKLq;!IJD~c@xLqTcLpEFMbTy8V4AiuaIGavQ{0XTF3fG~R;
zsqboCiH@yEX0h*ChNJIx4ub!8v)o91Y?&vdq82~dt5!qW;D3SqKTKh*kj#KZ<A3-e
zriTaEu?Q``+@W1NfFJmRET%Ongmgy651ypR^yUn2$O2$wr#JRL$joHGKyyu^)Cr1y
zl;~*57lPtJXKqP%fWU~5Es&8bC_*Jhv!HlWQuu=eMt+hM%gRKJ<oTO|VrU>(DCQ(G
zqs&EuSEGO-W+GAu8Hl_J5I8eg%6KCoZ-K(t9gL(QqkSwXq7rcYPa4ZO(%enpieQky
zj9U^{{3IxBB*kBe#MmO)Y7P(>ag_2!We-vaxe?v1>q&~|y+EccSaujhFk_l2L7~is
z#875IQkZ5xFd}3*bmj&402F;F529j4GAV?Nhl<YtT3ub5&D^`_liluGv}?BsX46g~
zR0N-ja?h%=EnXgA$*upzeAwtic0Md4MsMMEQ-lYjQ8Zss9$4jE8{`Z|;e8LXR=}89
zj6Tv09@9|hh#$ai7jy_jx9<Nh2v?r?IQV;31Nxna`pHhYRo!0K2~EPIC1kAvbEyhg
z=ZfBdCqWb#dl{qma`@g<7aFVgvw0-yRxwSiKFVwrTNtYkws|RP3)t>heW>G8{;%kD
z=bko!_Tb2Ku4guJ`bg^n8TMe;`q|jAsd0KcvjUbKrw??qvJ`w2gCRLjRDZUj$i}Ct
z|3*u85|~y3#4g9_qaEx;`b4BVGMjjPfSav}j;!#g3fSa{0fyHfD8M4WAztsp@~vzg
z5VQLqEZQMl)Y+r`+3ZHV-m7b<iH_{=m{XEflv$EfkRMZ+KO0j7o+2QJM1x@o`p|@>
zXbCDR${nT`lol7~<YyJn<tAd3CL)OC4$s;+c%a{6O+dCMLGSAZuNKHo2nJl4*$g{3
zG>~8dvgZkUl><CvpfJFqy6OWRx|r&wbk%$Hj5g7cPh2ze3TI``C@CoFqVC#7)0KOA
zfJiOJpk=ayUBQ_YQ{9cO`Y?wfqRvj>IVI}5S&6bbQJ>&2$P{0XIv6>UcSYWXM18EA
zM%3kyJ><18wxYdrIOcTq|ANsh&B8g_1yf|C3Ch-Y(<eEMGSyw~rtj)7R@9}U6PKA&
zlD?-K-0n|a5p<%n4^MT3Rk{RcM~rW{hF`&8&fWF?RTp;IqqpEPeFY>N_Ni*w*%8gc
z0{{vFnvHRQWk%BNM_+g`O?Q2q{Q;860$<iTVWlsX{Z^5A4AJ?7y0HxHS}OcMi(rrp
z`mwa8wSHvu$Nxor*_9tx__2OH^wwob!O*P!ifyY4N>=#!0RR0CKQ{Pp7yPu~zdcck
z!_NTxgyH8t0)OM@8h(Dp&r|$-hM(v7*^8e8`0+#&=TO>>pFe_d0?ZzjJMjOL__>Rp
z_NaRwrDOOBz<=A}#}Pk%`1ulnukjO!|8~XCY5X@BrFT&3gHnI|bi&U=)cK(FIZEHd
z$4~nMil5-;FnlVems`)wot2Y|N3`mLnlgLp7X+GT1+yDd^s)GBKUGiv$4%7-*k*xU
z>OJa<YpU6bx12q!@De%TESReA5<!bEU9f>A>7pd1Ea$qTBsE={s=uH@yY)-;zW94$
zsh<A-ZmHf6|9`erAArC9%k%-k<mTt<n`^4e-3Auq<_^d#&WcH&ot2+HGb^_w6TA(~
znalLycJnYlTquXnye76xUucVV*sRr$$KQ;#f}JbZ>O=AW{cH7I%uY64TdNOGVqfg9
z?S#sJW_<$wj&IgS+mpis)VbiWE6e=Kg%~@V1>+Z+1?wI(>%Gy0-D&8&!*9fCeIov*
zpB8MYI<4>PfHrC3%rqm+z%CEw?CI)-oPSR1yQJ+vPq$UUhoqNVxHOD$>E>20J<)N=
zyOvAkbzCykqtrD2j6Ox}zh$|La6AcC)XF=iW)>C4q|;sf>FE?>mpayVK~FsISlbVO
z`#RJn<8PTmZFl@V=1?1gzu!C5hS^Y5Oj6HW!<NUmd9l<_J6W~IXpeWSjX_eTV{JkQ
zB2}r4tiMyOH*5RZ)q^;f9c#M^793W8w1%}!b&Dc>Pp8@*f|-lzuLU#7-sOUsgHE+c
zc4Xfj^>c_b_Ryj{j!XqO*Y-gd)17O3;O{o)+9dqF;w*UE)}^)=xuzLrrb%TDF10=#
zinH=(QkV-}YQvGNgI|GEW~Qkj5<9GQwL<K^OKpOXU<b@JA7X+9R;|#uv#CbcjvXP)
zkdi0OG*;$N1g=bTgTpnQJ6W>DuC>l(2QekTF~WzWYumZ>%PuZW+RLSo{al)UkV}gW
zaVe&eOFtgr5_^|RJKvY2CN51nj^&LUZacxHogZ?k{YfrqB`N<D*IAw6(vFY0WdA9b
zn$L3S@p&$FyU3-_E{T$}_UdJ>T;GCHlisbijv}>}Pi>be)fhkiU%-c?(~>mfORlrL
z%B4M$H2f>ByDLeJUvu4<Z%}GF<5PQws*e4=YU%evuUe`??u-9B^sc3<rc3WypGlOn
zW~&PzaXV%g6wE1(DJ;rLFDlK)Tmm)RT=hbLoMi~$nK`(bhTz5Ol>j@)uyEfKWFBMh
zT7S$$r@<Bcz16#xYKN!re<Ybbs6Gm2okX(*#U<&*^Rw`_C_;~^n*nu$XAnHxqD0*p
z^=F`SRGOgcrO3cV^;G~}*uzI#-TX-NwfYulxaZITF<h*%Pc2nZm-^I(ly$|#81y}S
zNcyUkOU56#r1^<UhkoXg;~g#){>r5*zi}zyE|;qAap{l$a%ubnE*)*dK@~ad@rX+c
z9&_p1A6&Bgi%WA!YI?hG?Rj6JX0}v!gMj+6hxwlF_9j)EVM=X~P~*&17q4OUO`byC
z@nTACl3;eH`ZqA!i8Z{m?8L@Tt#$Vwhw;(#U-*!8_yw1;%*;U7v~Fr`B{cxPMYYr}
zjuL;%iiC_+UsUViO)0QQ{RUWWo0~N+D;F|W!E{VWcDbn5J(lo|>Ked12>48%skW+(
zptTXSC7H9ykXvzWh+Qap?Uo&QBeZEyajhBU<DnI`L72mGD{2#kFlp6QV1X}7`NqrF
zf=qv2Q5z4On#$Ukt}SRuUnj7Hq;H^c5Tv9|T-xT&r4Ub)nldYEcRQgYHrs2deU92L
z6sl3%g=}81y|!y-3R8-DAUJMch&Ri|@Hb(=<jL)|o@m3j+iRl)=4f@A%*>jXnJe}o
z{CCs_2?5Dc&jv;qJV4<cfo2!(s15164E=x48~jDmNFOde^5xP3e=dy(<dP}`rKTG@
zYVA9qUBB%Ynu~w~Jd4Dud%&L1C?9WXUbF{lV>)@DTgM~7BuUF7QEEDPpmtug)KeIE
zO~?i%*Mt^u=QW|Zyl_p3ntS4J$LqCTy(x-*SN{dUa>TkKrYNg83rfCRj-RMs0O&v<
zKByyMEc1G;hZ-%=_?T&eusyONR({q3G3#hz%{1K+uqJ@#C{0f@O^VFN%YrCZe0;q&
zETTIG@uwIF7)gJ|bIB)>OPji()Z}`jHfFF5Jo7B{CRmE9j>^F#RUMUswW_*kjM*kt
zU4+n_r)s*hld3w;nt(d$f!PPtQI?Ggs0*b=T~lDD*>1Lmshm6eQmiitsH1ALE})M3
znx_Nmgz7V(PN+Tu>LQ08LN8C~37#V9p(Op$i|dy3=F(S^<lUF+?vm6rC$P@wf<Erp
zt<JBElBTn|AH{1{NoiqvUSTfA6Ep)U>OxRk<!8;Gl|$tbbj9j<6w{gWvSj5#_3|~<
zrMPveFKk=UPC%dLq;P4=KrW3Q#HA^N1*vIYx4NUjw&a|pIt)4$r~3G+C{i{|t_v4h
zs<G-v;HKSd$TIOW(`OguP;Ul2^QWdGBrrK#2s>i51JU7L!?|>E6qin?iBhRHaj03l
zl4|C((buCXcuL(q3yg}EbRhvArVA18kWm+9*NC>=9}gxQn+9dn{c7b#-ZWEpSyNrS
zv|76q_R(n9H6_ok``SUM`7G4&;8EM+f+EbonRt2<ERUNfr2pu7b?#lsigb0p=xsIZ
zw$Z+e4t+C)OA*t!RP{PaO<U*HjR+H3H*0kexZr@9KRq8$XihIEB3Eka>w<)6Ojb{V
zXmtL@&(lsw#wqHzK+%@xM|mo*zRr6X`QoX@naAD{*w&+^4L*NP=h8<rxwJN$O9m~M
z-pfU)=`z^XL5LRz^<W`h#=$NiZI7nsyX!(1vS?MkA608x(!HnzF^#I8ibJldK3u5q
z_Nc#tK)JHYPTO3Cn!8C=AB^d8Q&mr$aEpNYIQ%~;puQXa<^|MK?Y~+4Z3+<i0reqb
z@7G+jg~bQf!;Lwv+o%r~87Od41M6u3v>>pa3R^Acg${4$_8L`tj9zwnvA<iH+Lr#M
z>{SlikF;Yjoi>+nX-X-V9!b*Ld0eNO&!r|w8nuAyev+j4MO+uZm`iO-K<Z1*&0NNn
z9?QAZ<qa<BS8~Y<c0iE_OSR9zuO)1SS9jN%*Hs}+UkBA6%fU#i*iauJbPL9-53ONy
z@2P^QptWwO4@2B$V||!VgS~_sJTf*y+!+sTuqMuH8-++)0UYG++gLA-Aa0mxd|25g
zAgAx!(1FO$fh1IP{mnJg&DXHTZ&jU`(QBI>8co|Ir0If9f>jNh>J!U~F>1T4hA@!i
zxrR&a-{R7JNxHU{>poe>rNisFbhMmHb{n}gYZI5wRB&naW-cA6vOtkds;D1p=Eqhv
z*}1d0@VA}W@@e`|)>>*TYg$lQ?;6T7F4lEm$775^Zh4staCR^-TGb^!CN4tNN7b_@
zt9%4!&3`>w-*bA_0+?3IT^OyJpPe%!Ta}l&P*s#Qw=}0H3*`KTDrsi1SXG#t1p|5&
zw1=t;(bf!ANr5V}M1@ERSggv)SCwP~2ii+jVP;WgUU4A1vIi!r9B=G~P2E*S2e!AV
zo;tVZnuLUU&{R(&Q~zW2NkXE&r#{JAj@5fIwU?3lB%6-a_rwJG3@Adr_)dLi4IBMd
zK)Ah7bNr?;gBpSb^bB+_({3|w*G}DmG*l!ETOiV$G2Lct<<cS@m*&)R$-kaU9~ih4
z*}$cVJGfM^Q<O@zNi~pztIK=lKwFfRmz57yDQh`iA8)>788dsi+^5O!MEyG!?4J{c
z*VxU!jj2uDo9lbIutl8>Jz4a>)?O^{lX^FH|9ri5)2OfOGt604meG|pe_KC*jlEVs
zj6JY1j%xC`UVq<=6)iUgu+;DB7qG**`VMSQUqdMDIX2j_FK^ZlVU3sSEtuD>dIy$q
zz+mOo7m_J=R*aAYF=A?|GV^D$f>J{#bMR$A=yrEjeyJXAK#8soW2%it8`fgoV8d!!
z!IE)%-gaWG4sXC4=a=h4+5Oh~AS+eoEXYXgVTHllDq5ADnLCep-mdS-+5%U>xubpt
z@b{QHYgXLN;N0}<?RvPY(CJ{E9lID~=)=ChXn-eDW1?M~9^I`!->J#Y-0;M#DcHjB
z$i@S@SgL*|{>@4+DadVF>0r2TPj)n|_A$i6{i|SI6Il16LsLbRq1L>rb*vLx*2|DD
zIn=wUPjADYmUjK1zl49#(6i<HgFI}7T;iY(g<LZv$Y1<FT-|F8OWhn4EdJj|4X2Ja
z_y$D_(+BF|>d8>a!VK^FAlI4!26rLvO;u;FVTG>;1=|R=YSq<j<N$+@dG#9R-w@JQ
zG`v;44GhP^Qs>4<IJF#NCDQfk<1B8VA;p%Owhz>2A>YPt4~Y&F@-0I}xl_u_%)*kK
zc{wEuW1zs5@?qz9>IW=pkil0dC=WFqS=t~&pwN&wnrY(Ll0k+bp+-xfSuEDSF)(Z}
zc~mpfOfwO?nYOa!)q<nv1;9lH#;BF<YSPU#)0z8VLr4hvS~Js3vlwl%R~iuP(o6=7
zWehg>3r*Ep>OoeQN3cxKFgSsh66PYrwq~c9<`}%tXNVMtC(JaTqn*L5@`q55n%>(S
z1^s0+&0W+-p<YZG&40}_Pe94q4uy7dq%dff3951*mT3(36{4iQxyF|@4lxMRS{i?I
zO(6d3!zwC*Jq7E7%{3t~MN}Th;(G_Xv;OA64nq8enQMAOi_p?NI70MrUvo`AwrQxL
zn_zjexn>mme5gUFk~FF2nkmeFm?1{6cbd6Ii}r>I_P##M;3@#Q=9<L_gbF~+-5?ji
zzNO}xO4c~c5McAKnWhpc!E8nRw$P3g<+bLTU8rL#{5PstMo5SSb9@qP2L~qz-eazL
z8{sIH5)$Ii(r@!%>@(LiLooV<gd{o&)HCLq?~&RasX=U0+%|W?XSdBY_Ym-7W`76c
zh4NUDYN|!8KReQUqe`f6HGi9H+O=Q9oZ5$W5hKUEy{0`gj4*T&?6PdH@xdNS6npqQ
z#E;z%2z3yNzU?(|lZ@KXQy}(fuNjI&FIIUu#ETWG4c283%t=R;_W;<{tbGS7@76tB
z^4-U!FZOfk%t0<~Jj|s#N4Qk{E|(@B<&xtuE`5BQOYeRFQW-f{_7PWpdx}ewPjiWV
z%%!+bx%AUnE^R)?r8mxVDd_^2c3tGs$DecQ*UMab*iy#DoG-ZKca=*QCF#Sjx$doR
zxitSem%g~crPVjNH1Zagdbe`v-P>Hs{!x_5wC+D~rPVK7`r;0kPXETGsJmSH`yQ84
zA8@I)jZ40dxzzDbE?xVJOEv$9QmOVDq;^Tu8jWEu&F&{GH&E|-(sBdM5iVYCApK$Z
z6?)|9H0$4)1@zrUvxyy77-+J*&kDm>>@rlYFmx4|JJp{;HVbFBE5c!6^LV%`^#Gr(
zFpNOnus00UZ(sC=;KCvJzwG5x@YqVsdl#N@Y55B-xwJDE(KBXT+SHy)>#Vr+(3(rd
zHeCABj!QWXT)OMXCAAAl&fu^|CsA3dt@+oC6<m6|6Kfo}Ew1U^m4?&qLdYD|z7R5B
zc4TsdIG@y@Gf<!EicYNh)EVlcHSF-9h-eCRAH5-}|2)|9uN{k_8}G@bJ6>Gc;KL<@
zFPC!tMX6NV(SxOw8oNR38sXLShu(0`4P)`6Mnf<B{io4DQx1_w4B|Xq5A`7MV**S2
zHNuZMy^QE2wvt2CV?duM=qvh0dI~`rr_PYo_U{-xh1PO94G?d?AE9ES-Z40hJPzj)
zv<!pb7R041!CZ0(<I?_cE_p|CseiO6m1<K1&BbvDt5_cy+;saLgPE(~5qq^Wc*KX@
z&WP+xQP=UTkU>(;8fb-L&RGNXO?RIag8a={L)3(NI1!<xvk{YHx%6QimqsRV>0lz4
z9wc$8tOu9A?<Gp5+HNuE!_2{f2`tVK<<qq5oZ(+5?n6)TVJOQS7bT8Tz188Mi9?My
z^E)5qA;xv2I$6-CZA+jgM?FA25+--FQQbwxDCpW?Dv`-$%c8smC$#GMp!Pzw7yIj)
z!Fl+6IMksXi4lLhAD3#9xin$`mwp+@rSXHgv}mX(m1-UOHKkrR<WQdZz|ANQ>cZ81
z*+UPb7wh*ds-uHA#nYc=BNJKW&}ewf&pX;*^zvA$0HOtbMnSYCTUHV6EDX*oIvHu{
z>9bD8-a-aisb<h?n41*s$->-?eTCrZ)w>{gQEWwFmrz#NwozCyGq@Xv2(ffb{V_~D
zF6c5)oTm6x{R>#qI=xE-%knT%>Ki?b!!YCj?qQsXzp0+a-uS!0Q_z3oX&j9I`*|4$
zlcSpXW|{@qgE@V5V-VZyWppXK21jAEbSP%v2rivab7`H1OTMGIbS{-kKc{iYb{v;}
zmZV)1xUSzME**T0OBW`SG!hcCZK|Z4#--47E|q6+=}sn>R?gtkqnV;qsx2JeRN!qq
zHQxLye->A06sNsi)&3C8u;h{w6KpG{YJhqeyIp7uVy!7LmaPBuZLSzgHwuj@6kBtJ
zSe!D~*j-4fa+nXOF7LZ#MND5IiNBv~d>yI%i;RPWew&+_CIqG|Q@)JpM+NqBkugO;
zMw!8UCLzEtHqs>1)MB0>m1Y_vB}hdKEK(L5X|d9##5i2&r(8ADxMAlgfL+nX2Cx++
zM%S|LvmwZ{uoQfj&82^|T<V+0r33j~x>Cp`ry?$?in&x&!llMiE)AH^rPB+!^wAQM
za2MSV%ee9`oLCY(Gkyh^0#=GrsrJ%rtgzF}r*~!z*J0?0GX_mCV^C--jLn_iF}kqz
zo-kHxZqwU0-B@nyYQuakz^L%@XGR~Ez0T;&maa2SW)H5{+p=c&H5SbKg0VO2vL4Xk
z>y5YBk*OQpng*5|UvJOC?$>9s{Ey+?r)gir4rsEdG>$N*G*EX^_k~DgSALI$v9Dj8
zSl#zmj{~hAyX_MPM^o>|T8m?)3F;ztvdY+9D2FBL?Q2+aOKh}Q4tJ{Gg94O#CDxmb
zt~PcU2LDl)an_p<>N%J!zpm!e%eT06e;t?Bm2>Hz4Wa~dQg52G)>%6{)f|coZMt4<
z^zp##_4j@w&3k(uFw%5h-vh>AAxGw@*Mrwp?0(Np0hHe=4;Tabcdq~o<IxL0RdOky
znoIY$ND|}H3FvH-2}r7nriTZNBkd_)A2&wg@0{bj2=t|j(4RdR9Z!9tE60tr`10(y
zF}nXtIMt?gLw9rPxa4Qx(g7ov5*xVmluOXTsAW)WyRqcz_|8qoP8h$W$@dMP8~dUU
zE{eZ)myERiKy%61EotaZuqOlEJF<&Q<Mwdr@!MQFv`>^uwYPSf3*DHwe-q-Go?kLf
zrOC}H4|xECXl^=bi&=svv+tQe>sjAEH0GlxhCMR&6>9R?YCR-=vt`!+*7!)MWS>4V
z_7cE%)jtBb;y{8QoBG)3l>I%N*VBffH>Vur(vw46+Ioabo8INpm+x^YsEJF*k8|ny
z2`*_q5~Wh@yaPhOs#M(qSlsNcj!j;F7?;u#%vPHQVG>g9uTF#(H?wO9<&}pv4FfS)
zNwy8tuhrT%#E$6M3|981I6cj!Ss!yL;ZrU}oa0i%f4G$QnJATNTbj+`p6+_MDRtu}
z+ok}!h6F327}=>k*058SiDBf0)y@sHD)gRnLvYjyIGd=YQ;G?fxb(|qF1>R_luET}
zpR@0)8sL88%tYI!M3;t%v`uD1R0FL7?Tu=nzR{Oa4KykKG^&9n(!HV^d;~vaK&#D;
zoKAFAX=xfHU%d!Qk>iZg!iDLu-8(yG`V5#+q(zCs=mzQ^9Efh9e0M*(A#(8UtKgNb
z7)PhS=F+2YxzytZm(p)?>A@{gD%E!W3OZBO<<YER5u{XdSU0<-wOtx)ItP(g9Mpl}
z71vo=`8hL+1<$0XXU?1{?#6k4cmvf0Uk`7focToj-)lqz6_ZIL8mNX?3cpTd;U4t~
zu+Xz8yEvV-4sUSB1pm*7hDhK1+u$V?2EzSEQ7YA%{Xm`zLC=LWC8`^CczcmG9<+*X
zL$NcXATN(1r!7lxt<$Uqm9T0%L_GmqvnLw(dwQ|x@3dJB?!wwn9_^X1B?ip%&VctZ
z!AC0qN1tt*)j$KG3$q%i1#CaNA*BD7pTU38=+nkKT)Orfm&V`YlKwuI&a{bAsn+fn
z%q#H3@f%4Un%L|HYpT$Ul|r64CH~&3Y@h+$3-N#7%?;i{UNPbtz-^Y~>M!J#M)ijf
zLI;@JEXkPxyWwDsRt!VY=7!Z6hNqhweEMUgX*$51KTaMw%*x5iorxQ(ic6;pF#@PB
z%$OnSD4|7prMY5+jjL)1p1l`N#cJt%Z1x{qn*2AHeE;FnK1q81FV}tif=hQ^a>>EG
zy=dQ63sEZ7K7QN;5p<pw@b~Q$qUHR~hW~5pyu+$Ex&|JMVnHb)MG*x75rGRLiX;&%
zvEX_wV8IHgD69ymtWik<mc+!^urPX!h1-i*qnj9OOvJqUT4GJHU`#W{#FD6qn(xe+
zJ@-wX=lg4acV_R*?36QSX3ornyn^K(CdKh2mgbkuo}4o$f3nV9X0WcPgBi?!dH%26
zgjqzp8E+BoX0xTHb1$_K#JZdpWQWE?&zcZLf~~9Y{h&F~Rd0<Hd64IeEZ1y>W8LQW
z2vrAJYt+_a9<skQn&lj+31IDx)Ohm(&>gA4K4}a*MK`%xazH|ZSa@C!6cvsmH8`?A
zbEGCVZb3_k<5QlhYS=z2Xj3SWCo~asQ{+AVFT(xe_9#|bm>RAY9j%GOI%BvlWY~%8
zLX1AWUW1bWu{UZ)i#l{bI=_THKb5LOnRnnuO^?B!zz#0?9FKG^ST75zh$XrdPm~H9
zCx!2#B%-Cs8Y%Ka*gIRs?)i52ufFOVt<JBnDfQ!7aOb{|6D=OpbPVbQYxiP1^Lp4B
zhNQ@oQ{e_QV`BBWmp#?W2Q@wC@V^}{G-9)RRA|Iz7$Y0GWe6KD8^`kJhq4ik{_e@f
zas2m?=|*f$^QRlf^WRsd8*$(fP-MjQ$H7HLF#^{c8tAuy0?Y1Qd?f<T1GF|``-+Tc
z0ePp$h!VEb4Doy74C7QD*6|re6lsl$MOd#Ci{ItN#`KCEu!Jr4VBhag^aNUpaO*7*
zrGb@>aO(%F?SkHiJ$-`yhRYZQ#Z4gU3fr!P+wwf3a+zph5z;6qw=avy@s(1dPheF}
z{P}Z*sC+KbMc9`kd^5l}MbNNHjTBkxr$UKzoh0haKxxSmmL8WL;*|qNtYta9QBK}F
zXG|1Tx>mXeRk|HJw?7Sx3-6|(*~-u_L|(o9g)tsq(>L?bcjV)WyqdHSR>|}I`WHrA
znrw33Sj6*r&Ux{l+Ve*2ioZT@9KqeYToC0k?SgS6|9$9!ah4d2q%_b^;e(NmtY-g)
zs76VcvVx1oQT(+d7ey6$0#A{IfEV@gFvrRcXZH$aV=ft6R=fbSTJjcN`FF$CJV75-
z5tXkcx(55_gztY~cd?*zume%hqRm7nw-WtgCVFTkTI(RX>q6=S5r4IV9P4)x?frnL
z@jjxU{Y32!Xr#z5zr_~Bni5%Qcpp!7(q&^E*EiP1nt0c{ZkUM+pLOLXE(F#&O<d5d
zI}0aGK<2dZFm=KSb?KSD6_@=T*sf8p2C~w+4c;QN0!635!p`;yX3WFnm+|Bf#0w${
z#>cP^TF|4<i9R|-bo?~YcbACnT+v98bC0O^JWP+YNseAp-nuR(REvB%n>2%**QIsq
zcA8M8<#sj=6w>u)={^hdFm({geyI2Qf0Nz9Lm$nn874bA7Lxt$*AO)%4mPpgBC>r?
z^u>=v-EI?=-6tx4sF5Q7_KgZzeF*3CdXF=Oi^{(c=S)JF$Jl-$VkEwNoCy{AUE@p{
zJg1+IGxg{d{0PFa^E4P5G}Nf3A<<(`qH#@#{_CZYBLDRGMLraZVykZT3siTEH<hDE
zi(75#DAfFFsSdul*Z%&2)$6KSi1h{ObLkGK3xD=+kD}hS+LRb~5sqV!p=W`OYi)@P
z?TGG$X{5-$z75&V6|MldG|P|mYCphFO<QByh{K?-Ehb#Hequ3cI&2>>Ux6)$16pH5
zsa8`&!ge^>L0-ips_RH}x)V`UtVW95JE9@C?K$^WMrU=e)#M@Z9Q*K|3FSilJ*>IR
z_r3|$=$G!Bx^n-L`zGuYYP8>%?wfF$r1b-lw3G*;1jaoO^=keDQyTx@{s$&h!|NZI
zV)<|Hho*#zn{dp845APAh9wdmPa;a_Mzp3o(Oc<6%X$-??@RRR5TboUi3+lap1Uc3
z6uS9B#HX`0Z|K-{?D|x5$LfoN0@TL8n?6C^;ACratY`w8q|ey7*5;tVoE%|@m_OHT
z`&B1hL%%lU$JgSyKm_&Z23qp9W;M+vob8#{#vCnLxwnTtmN%EG<UxUHF!X*w@<9ij
zKrq4?8#0I@*i$4E6%-MjE7nMnTTXytWc9NR5io1Ap@o_lVlGGZrZ(A(gY&b=W-QVt
z$!2UEq20_evCH9*4*6pqd`3CZus4W4s?bQ0*UVC9b~A6oq_-a~LK-;S954E(QPMhC
zo(u!iAFjXG3^!{F9s8uOK(0lwdo_cjL_7ILx&fc+aS*P5y7AZGMl3ed?A2=x90nr4
z#8VObHqoXfL}l+1{qi2s(G?mg@;I;zsOjbmsP^>oW4R;sE!FLr=2$U#mv6?>^O!20
z(b`i#)r^8|##A#7pjJS6$3|5_kf1@q=_6pcDCiGHlw;6Hk$<UDp@Qth$(X7)%~+2Q
zy=lh&^3I!Pu_P<K0hYCF=7J&dm?dK?%w4;OybodQ<uRB|M3XE;$E-x%?HVa^@TP`r
zRf#cbov*=HeOzH?sL)kanYHXpg6$P+S??c*v|>FAY)#lVRputazrz72GAJZ)SNnF2
z6gkV;kk561#=K}~nA&@_c@t*Ajh*ILQHEvG-X(0y`k|rPY_^I9W^GvgqM`n5$AzK7
zOlkZsbG)wWP6&22k09V9qP8Cs%|57+BA?mCE9JdK8{k&4yTdxG4|kb+qi&euZNZY6
zpgk9PTeKN)CT)T$16PkYh6y{*JKh!)J%K)!!J@%*_t3w=8_Ze1%usf~WNFGJNwtp!
zHONyw7VICM`B+dp?d~g{CB7CRv3xDr{QbXtE!{+LYZ~bHa&0uP)9_HCjZXBlU}-M%
zvxo^}{o@Au0Is&|+6__uecsrJ-Sx9HuShryp9-S`*fsSj(ZD*Q1)mc&{4deCGeoP;
z5k*`i>U^1K@s~t@e@}D>_Qi_W3U4F9&S5#^7jj(uE71?X5zTr?H17|M6#2u$>aLcS
znOFdkDHc@fN2ge{;n5E1Iut+<^9>q-^23&5N#_~%V~Pb;@aP_vSNZQ5JuJEWd8UUY
zJ|XD|gx-f|M8l?yH1dLNq{6KXHk%?Ta*w~Tx5;ZfI!!H1wfGhCAYM0GZ~|kq_B>*=
zVE6jSC~8TlNj&?SEP50p`T`IA9uKz5Z0X>x0Cgr&0iKyGIDys0Y{8+#4DIPKTd?c8
zX13(;NYgDAT#=b)u}tK@zqD9Vgi0IyqCT110kmbkuQzSWo}D)~uK2M5x}i)S2<QCB
zzWiec_!DgoAi5Yt^k*BQ;h{wDv?p2+LG(@((M{MaD?-jrA<9Vw>WR_$y+V%j(}=F7
z6P@i#bh)2KptwL<%h*h>f(SLtX6aiZR3<%)C)O^5>(&NkhiT3IU1>KsMX}-G*{#{;
z;%uRUN*_p<z&T7fSG=3uREY5_(qGUTj>cq%u)rW|yjaxm_s|FPMU5-jq92$UWF0PY
zbg_qi9kf`!(O~YFAm+1SOcS2v_kyfl#a}=1&|iVSuKIdR49d%K!Pa5?joM(VW->Xo
zfqo_PZEfw?s0$7;nzpuLdw#jKHK}41?2whqd5MIMB#InOR6d62x3NSQClW2rCAv~X
zbiJ6UVkXh?*+h%x5-pvN<PQ;denWFq<h(&V&(Ha7^k>7O#zm;z+E`=#g!T|A#jsVe
z)?ii{YsD;B8f(=w$aHBCWNGQ&V*}aQSS!l3uVckGwurOpx($RAqU0s~8-te+U3!No
zWhv3x_cT)E`3u$3IO{WP4kbC(NRftjB@;WEV-0RXnhX0F{CIBH=UA~*@W{2s@ZWK{
zR+NKdbFJ7uU(dDn69ro6p<loYG>FZ7Iv&Nu?ObcZsL{(HZkV`$Isa;+bL)w&7>Igr
zA~J6#x@sr7<<v-#4=v|exoc=iMD@K15$fJN>%nwUg@;LRLHu1=@23;mvrRSDKv6N5
zNLwHmdq0{0v#Em&I0JOI#)={?+-OY_1DCsKkjcl((u8*GO`{cij2%WR3WT4GBG*Gq
z;;Gl36(%drZ@5fW?DMaftjSq#!O>fAmL`00+J2&b2Z**GBJw*z)bAA0;L}8V&uXN|
zcXp^bX6qeP(e!mzp(9H3BolmXTejd<PAk~A#ODAqreHhRT4zPe>=SiXZTIOd+!hjo
z@3Mr^2CPc$PguL?a^WN}`4~^^p=(5+-5}C^tC1qVbHQDMb4&6f)DKQrD}+V5)C;X7
zg4ocBd06gaf3RY=u;B+Qs+k9Vuy%U+7dTW*ev3!+>_?)HZxgk@L-fiY8Yyz8A0SG;
z^j*I*FIFA&qjg9#UIh*Jt*D}Xd|y<-tM^6KZ1TVwtxI|gfB%F>)9z2AZ~h|c`Aj2N
zBY+n*DOmZy8i1oH*2sn#ces%)N>nLHnh2TPp3RJ(<j-zoPx2O3DwkVNGT)ac1+YX<
zn{V8s=MZjN9;>bq+~JGVtuc|IsYZ%C@ddcqxveXJ^|DS1RGFvk{V)+xPiY`T6v$@&
zIVqTb<d|riW-n2I6UuOvaj(fiY~B|}FYdi7+J^J^m!fT*<FepTH5rdrTi%jrZ7ZTt
zK^iIY{^p+A6lwM3P_?*|Z540R)tNS&k4(t4brqktM%o3RSFf8A%8nEoH2J<qx(trt
zUBL09Oxr6w6^}A)s8A(l+0yv$(kxq_!5_gPZZgbD!m@K)qI2ztGQ)|^b|SjmnP_CZ
zMv6SEjVF{(eW4*)O&Vb<LgjtyG#d^T>!yiv`gNKOn`u~qEncU>@o;h^kGDxO(Y0<w
z=_wj1azG-4Ts^~(q}CSLTB0S=(P|q?w>#A~p;$7TR<}1vhoM~HX4{OZ!X#@HvtjLf
zjoDBDZeSuUN0}{V#A7&vPKH?+SSw8@()S@6+>fYq0MVBjM0$zHF<2u--jJ%*mmBS;
z`mxg4hDK`PdRu6#XdFPMNEwj07Nvzna9D=!f1BW7Y$-`O;N{QS&o%_4;mdi_T>d56
z%SsN~*6U#1M;nc9k!rx-```ZDue#P29`_K=&y!&i6egQT5?vWhv~8?Lio9y5mf~Ul
z1%c|^T3h~5UNx>iwMB+vIu1(T@k9?-@{1=I{3FpU?3oRP>ELG~XN$Gxs%N&SF#cEl
zY7f5O3lgdQS^EeSdKaJBP}%o-F6v0qa~pPG+0Sh;qJ!$+KtGyKOSWW*0}EU6L|MSE
zAbbL({XPC=<)uWKvxt1lh_)$2m2-){ok#Ru1<~pSL{k@Qq{zj2o;YY@!wL$0)#-oR
zGJSah4*S?Ui1yzDixRBo$_+szdUy$ju$mv%3fry(UpsaIS-$odUBufEHq0EuEXh)$
zCCiA$t<*@7_rZ(Mj_z-WSStspH+}8j2Jo2cI@(dx{o2uvvwYssc1`4E<9_Bqc5k7q
zNg{h>+%`DlP<Ha@wyr0#8HfruX{5;hYdqP^IKB!qa(a~dAlhDyW%^#G9X0Q|O#1{L
zea9?2Hn`#1^L6cM%d(?fJC$WeRqlC~JxQp8O+EDOK^+{jdAi7ru_Np{-8DE|QSQl;
z)yGMcv5jc=c8x&oso}X0?jc98((k9YQy-16CkBX>%f?bH<a1N#KlR#8wvfJFvOQoV
zR@Z8&7QCB*cb~qQ{3<`Kx$NQFsZsZT1gA90unq;wK)Z;lb`$CLXatQJyoKh%O8tsD
zsK3hgZjD4?d&8<XtinQ1R}(BIEC-j`TaUpMM8LiPsPmA5(Xd<a->Hb<%Ws&9;cytF
z4C@uJ)y_?(z2ug?Pa{P>2Hs`t=)LL5)p12IpEc8-kMnfJyX`oIxNNt*jnE2zl5VqM
z{T;1D67NXAKr&jf`o%>7sE~iZ+m1uB&^>mPgz0<i$)cq}SvBYFv?UAQVrbPK+b&FL
z@ojR;T1=WUHA%;Jk@9Ug*mOVGV^6@2hc9_ndawl<4*z8Q(?T#c=YR5?QaEe64i5<d
zF;MNHXWX^9aLt)rQZz^GNlpI19#K&V2VcrZcuq|Gkm$LaCVoV2FYhP%#7%=fCO4;>
zwjLn2P6vsYo7x{Dw+caA^IvmVb5!IbkQ%Mf&wdAmuG?$R_7*kI2dy`G%}aV!4`v0J
z8C#CogT!vqbQB3bSn~#!%qpB;0vmW}?r^x2$1@W>N9FUiX1CWAsZ6UA7vUIB`7@pq
z#-l_fpAa=aMs$=&kza!sL0s6<BG|CR8J*RIpW6Fs3V@dcrkw0Z^BKWd{I~yW$IjUA
zv_0Y_tf=YSf)gv_sZSwjl}G&fXGCuvC+Z3Zgrct^Z~jazK5ehZ-hKE@yVfKVapybF
zm_B_6=T8-u78N(`fg&CoKivT1xyC~(<MFso5Y7FZsNa7yQsl}L>Y1DNMGZnQp$())
zka=E3CDW!A7EjZG`2=SDjPLAX{zqyddBY2ETFaX=TJ?r55IR&}EG)mic|}E&@+MFJ
z*C8n2?JotuKmO?r1wxDUFMe;2=rIxwK9x`KwBB^nOQ*=q;HGpq0u|p=<T7{>>}s=N
z0(aH<8PTf!d;3(JsPOIYz_zOE?`Xrt=^%KDR(cQj`2M4nzSG}<I@;0xjt-spmq0TV
zYfCN4X62RU&o3#Ql2_zzTdh6xZ9vSPHWZ5!RH6nraK(4R00%bmiUE!g(KgdO^u4fc
zVuPl(+0R4YAKRvI{YTq8J-~rusU`y*sBWeVbYKTPVW1;Qh>c?&`V;)Wt=IyCA&`HU
zeV_xoyi?lqH+Yx32W2?0_e#$YVb05NgaqTq4Q!wv+W^A&hs0ppGDI$&$Z$kd{LZr%
zRslgvKSOlEP0P-b+h1;y&ym}gZW{Onxt(=W;(2oW-A!vRkXze}Nc?n_0|I#xE|K>W
zH?6-+Zedr5D%~{kOLBYerWs$6+wX1~`8Bx>{f6i+P%H86bFONRiahnSHYfn`<j)RU
z49!@&<ai+VNjH?5ip|JA*WeGqkZrT&4S*mbU|C^}Zy#@U!C=Q5yw9#Kb!a=Mw}2%i
zjE=^Y1b9w?Tce=729}DlE-n@2WiJ)wc&5~W<L0NOj)b`W*CC1;UNWcd5UspR6#AP+
zpwiT9%2dh86km1OOvesXrg|=PXeU3UXoIOkwFXpS-d^ZHwSMP9M`zus`w$SU-@++c
zkBR>JlPL3<MvDCT1OA=dc7pxZxH?+xv&ivs3tsywRyo9|f0YB3l&h=6S2U|~jNtyc
zRgRQCUVlSCBY8Bb9&kMgQm+?@4mBd$-<YVNsYW0c;m^?U_ZZ?;&()51afzj>)`1`6
zs&(Kf`*^Jb=P;hsI#7cP-Y(iiuk8+8)G6F9+RpOr4jkhg-0nDnso&v9uISJl;>zZ!
zyV8Pag%43rKO&c#^8CrIK_JoMAfm|DM2Fq9rVY6@4<TA0sM!lIfQ1R90ah9PX3f&6
z@=nLQZ}8Op9`78$pJ_U0Um?*p;aN68?2I=P9gkh->@2*FODCYI!<M?{b1(~@>6|#>
z5SHN7hSfhvPvMOqmfL?$kkG59B{*YZQB-vD(8qCc<D01zPs^8-va&oK9-G3eEXc_o
z9{K?w3a|H`6Nnw&g#>4s&_ySC=%<5EyOndqX&)~oI#YR~l|(0srA>)W)NW5CI-ha(
zx-QN>{OOhC#Bs8e<m}0RFHLgdy!qKAXCD9EwX3rqf6njfEa1;uU7ax%{owd$c?d5m
zpLRqO!ic(cAX*ejbSjF-7)|t`6H%AWM2+HzGIc~N6N%<@LE-{yd=fc+*p+BSH=+Y6
zL>*I!p1wqs{R)vTjc9x?qV;`<>iZI@{fNFB&=_v|z;E{-M2>$*L~{od-Eq@6J-Hp{
zw<+U)<AxIbJe+8FCQ(Tikvf9NXC%?wz)^(Ph!pwlw(8by&U$T*pcBr2wPjVe3^-R>
zJHm<b;mZ+DoStYl(urMg-;qvKnCFjlcJB4{Xb3lu7wevEqO7q*XWi6%Jh|;50vl1d
zQ5e<$1K>`;_G<7b=X0!X!Ie(zQPV1&nmzA$FhgcDt6me!W-BY5*z+E$bmAQDok}N8
z<8)r&Oy|{Y`T|i+cPwzmXI<r&|Ne)k?|cr?sa&E#lZbXsCR#j&=(d}_%GcZ!x!puH
zVWG3whsU&~%85C3xXP(nY$QvQpee#}Z$BGQvuU>48KJwxFTwTaX}CU(=)D4>@<NRi
zIS9PVSk;|w{%mKbx#8-{)y_(c$j>NRWU5iL$SFoA3d6NVXRPiu83F)1I~YSxCyFZ~
zY76J1qc5zE!HeP~h<zsKxehp>ky=ZUkYb-Ke(YBMEd8(y-T&-fKXanUZgJd+{Z7hp
zCyM0U<KnX`k30Ja31+|@BjK#~h`9mmdKJ@-hLd*UIfWgCd*yQ05+zV{oikxna51C{
z?DSxF9KSslDS0MQlUYPJ+%$#X(~9r)Q;62j(MXZUK!9b{4`Dv+TAg#2rbqhW0V%;O
z=aE5kiIP&`dqY@Nw|Qa&UUO4aqcb<1q7%RAe3=(+>bIg=z4om$X7G;JAfAalwSM!6
zn$0IFEhox+o#?om_VFuG`G3L82ZGVoPvC0Q2(`m4XM(mI)mZX^bhTwOGv>8oA-h;p
z%&Ir;i$po^JF$=c=DssNb~l__FN5hMOhi`@Wmgip_%)~87i?bNgbP}o9ogA~^ZeBr
z51a>ZdN|h8g+1;>PZx%{%G0IO+2E{uc_R;V_9CJYi;1G&(nyhigco@>N3hD#O}*97
z#;!1&gh~%_X`3}7wHz*es^##C5EnMo10k-M*a&_vX?slk5~42e5QW3B`RJ?2Q{Gm6
z+qyPjGjjECY4$*!q#<D1FU=Qf{ZBny=-)Wig(4$9)fKJ_T?%1j@E8J?5gm2YuH~8=
z%woffSQ?S))>Ky@4naQ5a$(<hBMY`OLM>=E!WG|rJiknHCJ%AWYNDUrlndwaqc7}h
zffvixu2bIQ=OVDG6Z%$b&L&5ymJzN)&4evN3#rW#w({b9VK}uSN5t}Bjtg5>eGU{w
z62F$R1&=Ld9nmv49jn&d6xjqXq6X`)4$F0&MxhwC!lj++QZ1c?&8W}Ig|?Bu!W9#K
zmcf6)6cLV2-$3-32<)ZSt2<V>MmFc)?YYr~LzMW9B4@KUx?;l*7~o%<`2X|YCyL#q
zks`-$<kc;3&9Lba>XnVI=6>Rn{iUcStmOT2@yR~5B7;+EUGb4U;JyL*AP=yf-=&CT
z+p3WwJHT5AEPfYalzODrwGF5JijTQ)_Il+p7Yg7V$6Qg7AMm>q2k^k^j6};#8YyxV
zIF`XF+-YF30hb}FT|RaF;mJQW=A;YNt-&W<I5sRk>57gtnBk9LmkFmx@mmOyn%Xo1
zb9)O93>HGWtG}Lf<$K}0kL1Po2(!e?t~RXnrPrGY*~mAe@U<7ef@VRio$mE!JkDL0
zT}e@ab_lP6#}VQnswYz9CE(4?*Yf8>e-h;tq4vAtx{WFBa@~cZYT|Vl_RveOySl{O
abwU_m)e9GhY$K{8Qsf*L4^2@f>HZIol<2Pj

diff --git a/.doctrees/projects/Hamiltonian.doctree b/.doctrees/projects/Hamiltonian.doctree
index 3014ae804c1c81250c2a64d8392f38f581fb5c36..d160455f0082eabb846da5d0bb4508a56eb126a3 100644
GIT binary patch
delta 35
kcmew{hvml{mJJ8~v74CdnOhoKZa)4`j1kUx@_z~+01=fAS^xk5

delta 35
kcmew{hvml{mJJ8~v74Id85>&|Z$AD{j1kUx@_z~+01%W8NB{r;

diff --git a/.doctrees/projects/doc_fput.doctree b/.doctrees/projects/doc_fput.doctree
index 06ddb066c1ffd83aa2844711b8057fa8b03c92b3..8fe95d5ee96d5a09279ee8aa70afb3428ccf8bec 100644
GIT binary patch
delta 43
ocmZ3ylyUJ=#tp%)>?Y=V=9Y$*lm8owZq9dQWJD3@aTDhO06GH=lmGw#

delta 43
ocmZ3ylyUJ=#tp%)?51XV#>N)Llm8owZq9dQWJD3@aTDhO063Nnf&c&j

diff --git a/.doctrees/projects/doc_matrixPFASST_matrix.doctree b/.doctrees/projects/doc_matrixPFASST_matrix.doctree
index 6511a45b406604b0805bb0c8a464940548aca928..8b795f2e263fe9a85101643d658ddcedc3189f17 100644
GIT binary patch
delta 244
zcmX@{obkkS#toT~Y-W09W`@R_^CSHj*-Z3IObje1=SNyj_K#PYtPuT?)kx3O+;Vea
zY9J$rnVG3^s;;5wWW{Xx&3&=jj9ftV7A6*{x<<wzvB`b0Vo-gllka5ou$t(Z15M7&
d3}Iw3Ha0f`oBJ=TX0m+JQaW3^`Cry44gjt5O!@!-

delta 244
zcmX@{obkkS#toT~Y?gZFh9;()^CSHj*-Z6JO$`kv=SNyj_K#PYtPuT?)mYEK!fbP4
zY9J$rsi}!^s;;5wWW{Xx&3&=jj9i9#1_p-ask%mnAhF4Pv0_ktsgv(y^spM~nHiaE
f&dm&AWU;U?wE&y@FRNy<e9}@nTf6yR)+r7EnW{|K

diff --git a/.doctrees/projects/doc_matrixPFASST_propagator.doctree b/.doctrees/projects/doc_matrixPFASST_propagator.doctree
index 0f2f08230f18eb075aa206495003d0992b65f820..53c458d25bd00881431bcba5e7071289395919cf 100644
GIT binary patch
delta 247
zcmex$gYnl5#tpe)Tqb%3CMHIyx`w8c`y&h||BtbnoSEo7c|x2Io1vb$iGji9`fxTz
zpfXbvV~{e7&HWK9j4TGG<`$Fd!_6n3i#*R|p=W4nYLKdHWCS$B7${^h`CYj8<O4}Q
jY!-SZW`^dQ*GF?QvKa%}<|do>#R!4Sqqnt+DUloiOteoE

delta 247
zcmex$gYnl5#tpe)T&8-aM#h$@x`w8c`y&h||BtbnoSEo7c|x2In~|Qeg@NJb`fxTz
zE<-&73ljsNGV{&-5iE=>hDHV^lk3CHC!dQv&t;-#VQFZTs%vBfG{YDuWHI?&xcB4(
jNj_{QdX^?e7Ms^cb273Sg4mXu_r(Y?4uG|aDUloiPaaPb

diff --git a/.doctrees/projects/matrixPFASST.doctree b/.doctrees/projects/matrixPFASST.doctree
index 2b8de2f00b2f881af8dd0209a09a3d8e48152d60..642bae7b2ff1a0986b1a0f04c6d7e9e9b17760e2 100644
GIT binary patch
delta 427
zcmZoX$J}_1c|&Y6o0*=OnW6FKeK~%NY$kdpCI*(1<FYL`e@GE!<TBDTHMcZM)it!3
zJmEt0WZB%-$?wy0n9a;gH^-&>GjajdTbNj+>KYjX<xMAlNa>t>p{R$|M9&;(Vq$R!
zBa5-IxzXmh>?lS$*aLL;*3EgP*CK)bFfcJOntbu5@Z<y6KC>C>nVT3G0J-LqKU_Z#
zbhW98F~nB~i;RIn7L(tnt4xl#S;}HyYHqRl;!QS2HVZvNQ&WS@cW;5&CT51_n_u4M
aWMnheGchwa**x{C5Gc54ZOxB6oLm4kD41{n

delta 427
zcmZoX$J}_1c|&Y6o28z)p^53{eK~%NY^HjqriO--<FYL`e@GE!<TBPXurM=9)it!3
zJmEt0WZB%-$?wy0m`zPhHpiv=GjbW~85kIvr|KFR0_9C7e@N+^e4(g^)kx3G$YgV3
zaR?)eg@vib=D6%AMmpF7bobWHd8OAPLH;l@ww!$Nrtstg*FLiu=^0xX7y`NGlRsQP
z4|27Ii2=}8=93Q=83TnZCcjTtnH+Jml*Q1<z-05qn{141CVCc@hDMw3-U72NO^hry
czr4-K$Y!VqWLs{YdQ}J<Tr{@k#~n^C01F_PP5=M^

diff --git a/.doctrees/pySDC/implementations.convergence_controller_classes.adaptivity.doctree b/.doctrees/pySDC/implementations.convergence_controller_classes.adaptivity.doctree
index de9fc7ec758051b64adca7b6f45e1db51f3f8d15..75d9468335773939002effa805d9f73e08e066b2 100644
GIT binary patch
delta 14443
zcmb_jd0drM`sX~yK*Xz9iYs{0Tu@OI6+xDJ*)NN5WpODN1Qc%wsA!|6VvQ{`n#+rx
zDW}rPOv|NoqWNhWS=nSwYRg!bOZ~FZ$;27V%4&Yk^PKlCIQskW$MDBJ@7bR7J<oZz
z^Sm$H9_)DNwT^Ya74^{7AN+)$pP%{;px2*b;kmnn-MBuohx+$j5Fu*Rx_hBaMQ(wf
z>ZxiNA||P`wJ=Dn*#dLa!YPm;POB|t@R89c#!%L2Fi%Y%B{CZJPlGrRqxIO=e-iyw
z_6&GOJ#$?QRoSHwGycw;>XI_+?5f)Gc{SCQCAG7wtE@B1Yws;Dud>c7pI=)tuXg^>
z`ig)l^%WtjS~XZrF9Vy2rgKesRatpe>Fo0P^%Y^+qN1m3_GlIU52$GPz8ngrvHZ<7
z>ap3d)R-O_Dt=X0W<sRVv@1YdS68M%Z^QbEMQw4xFz|~}qbgv4`q2fs#_qS%)Yr2i
z*jR4sr_?=g4N_u^xm%;b7NdsDgucp}DLSalb3`vFj4@X1iv}kaM<TG_ut!IzC+5KJ
z_Df^@{9Momf0o9mbq~uiYHbyyHJrH%lz@#fs?%2x*LFP)s_0cA)e~j#ty(orEQXyi
zMoCRHY>zQS)*#r5a}UB8cuTi7x?7FoW0K*E7~|a8X!sOY&5nY9=pk5pDV8Q0$EQVE
z+zV8Mx}J?OI^{g7u9iSCtdCK{+llV5I>xvXUasDs0YO2X#vs<AC?T%y>hdy(Qg@WX
z7|XMSP;+)oj0!(21}R&axFEvS+{F-P)SL)Wn-RMRQ=L{o1xf-p+a`ttMk765R=rdp
zUlUI5QJYVT5Xc>)><OX^l~;B^nV4x3OA3L~F~*evlLuE2nAgG2?_pONL!x>)J&93%
zehVrFyKGp&<IWvp41c*ZQF7WvA1aUEF9&03%(X>B))>RNxR0^tLI7lpF^=PLHXVUH
z@uUxy$4x9)u5*cr;$<(E-D3><$-%H>jBze9a`3*^LV8?7LV^qltG1#@z=9Ad4<eDF
z>`S4y%6C8zq>dp064BgbSO>H*HV+Gcs4?o?S>X`ZG$!I|vxlqUp(4U~{j*SL8_P0y
z8x}~SxdjOkWiHZP20<7iIw7JhYfP!rr?c*a=tg^VP7VuMLVFY>w8LZZhsAezEQ@ag
zith;lS+Oj+kRIExxdvPUN@7`Fr^K?nPQt+?uZwi+0(UFR>$+H$*VVBsuTSw1v0Baj
z9rRw`yFFSQdQ!IbaJwZPmnX$Qh!bO#vlhM->8jK3pu2S0V?8q4{w+euGW&k4YFY-v
z)b#~0(lU`|YoSevC86zU*w%GdH47oglG1`QZoaE}Y9WM&oF-Dd^)vLuTR)?>t~Iyd
zUYH}`2Xp_;u?@fe2IdLq7{~h$ilhCD0Clb&GGTyj?8}W15T~4@L@^}k*0JtZX3B&(
zW=cUEGo@S)!5S%XKpZP^vlp^|94oP98D!x}Yld9*VaV^}+zc_|h#`3ve{3;%afNxY
z8#W=?8PO`L4$i_K;*@<m%z`~}WZ?pL(&$i^e;g|<9E~%!Bu2v#97OtxCFv`ijWfcN
zqv4A<*3~a*O&?t~sD3kDJrc*did0xJuw-4uX3~r|<2<_BhyYPn*SsTYpxao6(0Qze
z(0QyeJTeC&#}WcGM#rDgW*n{}A5lw(jcp|uB7}wm=`t8B*Ssszu})w_Crx<sq99-}
z`=CtYm~P^ju5m2VI2Qf~jwP+dL4*(o(q$Z2tr=R3RfaLe7siGyA_5M^v8UOI;u0MJ
zJL1?tz(E|2r?(#$)u%_sL6v<VV&Q|aWF5qNn$oeAL9l<U&)ohh|CksI-)aIES`vu5
z22nz&lC5azH!ts|c|1fdc~0KZ<CdrVi(aW|Xps2HyXXb?qQ>yQM3B_6CA#7(*@`U@
zo+DYJt0Y9Mjw9poiPdpryw{O-pIAF@_N-au^QM_m#Iyx9)m77~s;kszRgf$m;&`Up
zEeEZvhIEw>3_<E*Em)V|YFue`)xz?5voORcA6O8<amv7or4cLYm(~xgxNTM6R?Kq;
zH~-(*w(dpLz~>=C)zv^)dk5}Yo4{39DfBvV>&?{7g<gTK)BZRC11V#8)<{uGr#2F%
z#j{zyn~FYaZLR2F@zQnO6;IYg<Z}3SYx12e&<`B(I%G(V_nO~F=xEsdu8U{$+x?cC
z+_(@rckg#AcBxJsAjEPP?O2=b^!OXhcDjcfh?*qDG}})T1eTL$=!xaz8LynQSBrLu
ze(Iq$kQ%bbGxR0T(3j#H&aHuVpjPdKV0Bj?(MOzMc~^hzgMrGs@o0zp`%lC`<L&r{
zy7h3U5Z_RLD4&t#Z6sv6sq^v5ey3P3e$kBoQ8WH(ygGJJWI&e$wWR<?iUd9mY-NWK
znZUjy!rjUaAuWL&f<1v9LV+HFHF5}7<Jlp!SQd|P^=+;Th{R}&>#pYQh91(@NT)PY
z1xJX0k<_J6sV)JZsQO^ND~f_Cdd6U?Vmw-n^Z0CX|1fiZkXjId_lA`TM!3;S4HzVT
z3u_Y8&Oss()+JCB5Nez;B4Kp`dV$_XWPK0Vl%TAeU}Sq<hdscB_=f45P#uYiJ-Ux!
z3l6aCL=@&i_a`W4iVSIJ`XdAh*q5OF(v$EmxO;;CB{~W?oS?#+F>-lBPi=$efdfjK
zg<U<n8J@+_#_?ANsmphwJ}=(_OW`~NjDs%|)Tt5TfSP_1j~DMU?TsNZkH9aQsXv;0
zM-b$myCmu}O4MhBBr(R0OytvuNaWKPo2U;gQJ)45!5I5X0;OY><^*=nk3I)>TAE|*
zFOWas<z1QAu1Ml~Nuv8eW+$rN7ck~|Xd4W*G<*4S2KP&$_P5(01Lh_&TRw;rd%gQ;
z=f3Y$C29x$U?RJK2aq-%W^;me;9C;edp?1K$bn<Y4*ZowcHnyx*@3@GczhiAY^s~b
z*CN<{B9VO+Qej_(B{^{MgmN}QcjN5Pp7400$B8S1ZQBRmX#^Kd1Q(G6`fr)U0Q{0T
z!aj;jM&Er~QY&!~5%ifzlW|}beWtkRh4GCq4ECG#iR?EYz;i^uS(m8&W@ZvIEe#je
zO!EZQlae^7F2({cc4>%{r;+y(RlJa@8!dZU&iEd__F%Xh@?b}ai)@+hr+u+yx<83M
z7|UyAiu(Fx*g=xMZZEt9o04>7t&$q*_Q7NUFDJ3E?Mh;K+<{XmvVK>$zU^*hDg82u
zrSvqy#G7D~9)dNp89S0#N)_!<OX>C`75*xm0F|UAbbZo|5*lJd#BA8ZY+6EJ_%p`U
z+lhuY(Dg{8MO<Cqg1*;44<k~{hA4VsHbmK4utDyJ1H^{L{qP<*Y?=*ewuYkzpj5zg
z8?)hV8?#{|P9-+{Mz_|wTbT`OZOn#MHfF<<dI;8t4HIq5hBO3WvSEUal~p!Eu1Hgj
zr|5EFv)#ywH$AL)&tyg0Hz3_If#_&fB->PD2pocsa0Lvj^A5vTaNMS~@`8;8>^zMQ
zbxp8ot!!gwt@N{Nt;CYFQnf#gIfr4%{Z##Fu&Sv0W&GftcI26lYQ9HkZl;=kc2)@_
z#VUa%$JW?PvGp%Dw_0LM7XCRb0H=nKYeK-1Zog1&XT6+ZXT2P1XT6-&S`fJ!1QH_<
z7*`BG4MPE22}73MjRAhLu})sIv2vZq<BE<DUn%<;$bua>8bjG_xTfY9spR?zDX`zp
z8u=;~sFB+cp?lH*9mAf~Ge2%IQ#~3EBjA!<ZFxkD0^ZONqxYoFJ#Wd$3ygDpK>(cB
zOMT2s!B;j`{^KMmk!o|52(Tp6v1*;dqvh}wS0LpdN-Sfkw<f!#-kRJ(>NkG?yWEaz
z@iABpvB_HUM<uI+rILMCf8)%*7DIkAYd}siYd|KFAq}X|t!3_3)_}TX)`0txSpy!`
zL$F2~keSRHFbV;gpfi$H$t?Mp>bV`gW6epp-N?Vz9dLbiTv5rS3n4y^Yai`}&B6f{
zb^&Fy_7hAIWe`EF3L}z96$Yz0gP|VYOjgdH#d-2s5zv^d72?xmKHg7gPN)k3P;v;G
zlUX5}a1gmEEIBU}s7kH@COPg468<Xudvuhn6hSEn!$&C&5UiUiMN={>1(IW>z><{$
zn@J!qC3^(&BC^Jv9J1?0tpkD}Aw}cCl5;~vUOeL&4<!&GEQPgXLTgbaq%bNZ%BZkP
z`5`Rm;u%MD`*OzWVlr#VH_0sUpWu<Az<;R3RlNH@&PY^Kh6oB&xUlA>+k1%@G*G&O
zJx>G&fl6Ty_91cv?_YQtPRaz0pkvSij7Px&jJqKL4x`<$0DnYJY_>l_Hee#t?Y&N%
zgN<$huKyC2h)cApj*Q_#N<;2fFhhto%Kj?`zJAKtMpBvweoo<#SoG2z-F!PJ4htHY
z>gTs%!)ZVKBe};EmUk)%xyYfJVH-b!5Xej=K^K#m7S%}5e@<aRzd(G^o4cOEratHI
zn618$qQ(1vQ*Jc%b-1t=?}t;#>m^yP6A3Na=Tpex?G|f!aZY^ZT?EwIR2FQpRku@)
z?rEfh2XZ}yg<HJNJv#Gw07s*QV?<gaWiKPRu(Pth0HegmCe@@6yno<!tw!*`v4j6c
zfP4h~VXEIu&<~`tNFj9=DJ)sgv6*D*&&)uBk{Pe0dNV7QG*-I6G%e(TX&jmLN#o2)
zZ?&SU<ODffOlA4LGp&_ih!93+NSDE2$(a>wCNTa)SPM9V*$0y}jv^CBk;YM_aoqDC
zIBHspg9srGq{}$4N|_Zb2*!9{7^G(yT$7j?lp%Q<r3%Bnr&4v4xEH6OOWK1A>tpq1
zSKdtH>`Eh18zlCq;oWg>l)BY(&FsoKP2hA(0+d~W@6)trVkVoZm0KS3KN&Q-CUIFW
zc-nVC)@&3<*6j1X!ml+Ommtl)NJ7M#9g&Vttl1Iitl4eu$7oi~-6bL|hv_z`l?QLO
zXc@YyL!+fNWHim;*)g8kG3jc{I9S}^`Uz$W$WK?feMA&YOh@qw)%WQ9bW}`zkIqR~
z6+go-FbDIw_zJ|5gJjHwD%1H24G*NVzgwQp{%%P++Y1%mjpQ*b1eB+puWftv=-uvC
z_Jc>$*$*B`XFvF<9)dM84@=V7JhWI?U!toK3tgfCL9z?XNJkrCUZbf~TL=FPe4?uR
z8comcYjh<(n<m4Nt{Oo;1wk2ngI*?OIdsWTUrX5=*}0;(3^h(0!_<{f*<01Lkv$<i
zL*Jiy0oL>C^oIA_$Phs^-1p~bT;5!vZ3f?;)o_3LDY}l~edI`$6o3vDJNR~-)K=DG
zg>T3IZY%4=R9=^}7ce=a;k7`SC&U7394Y1!l)*43g98lA%ya7_?pC(FTd7go-Yp0T
zZSP(l23RBJ&cU_tPCS_~YVoPeVB34nB4cqy&DWv~ZF`xgd?)^tc*>#0xeT?pgUqs2
zdbc?tgRjHJ-%Gv`7xXUkgXITs9$%qg@)}?4;m#usYg9nsb($6Gs?5-VMfXg$aa}UC
zjl+`fze6+G$PHFvIP#u@il|Hk;A3mg5g_vnT3mv=WU^U7QfyYR<V$cDb#4&y@OC0O
zNOV;8!LmQUZGxE^!weGxmK<s?))?+(3>-+LWU`^XueC^KXe3CGkzf@A2{A(hnZ`h%
zV<sE7_EhU@<hugkI!RIl{E(rI+o4Q0ZU=Bt%{O-t0mm}gw!QD2dLYxB%BBXn&!%Pq
zvD|&u+SK4q$ke3JPS{xdNKb5Pe#Grl5J5tTSKx{s@;<kK2KSUzaJz%;0={5f7Ap^`
zzxI%UM*r$H5aD2>(9gj}A>5(!YIfb4;Av%(FiE!-xm(#J%yqCynB!oRuv`zp8cA)q
zgQd2E!?P2sgQa$tRYpPwhnCtv$Bk0E6(?w^-RV%Z;c|q<N+fi|5aiHFoG-#<0sIM9
zz{_EAvfRgeYOBY*>}VL&SNaP$>QL(p8ErYN=ii1It|Jb0+>jgKoI{m#5L4hQq(@0G
za|k8D&Nw_F?B@<OxTAOserh?22z}pT)bQYzG(L5xxxx5m;RrG&x{o>-j29ap6mQbx
z2zc3{ehC(H#1J*yj&>_Js%v0G7K@D4p~D<hZR)W)yFyBqRyQm;j=x)Xo!!+HCS`HT
zX)4b3)wZ3)$eU?fN)~GyQeqj$k|P^zMlTMwEYJQEvN*Ci)LE<$^<F4zO(<)TPGpYQ
z?nUxk7T<B_X0g(}&{{x52%`$5%Yd*v79u8KodK=B0nk2i){EtH6U*ls%T+Iyf40DK
zt+iN)5Mn{Pj0LL{;b1|$`P3H*-z4I)_$Cp7i=hGNpT!1%ZX89X@r=oKpD0H-!=6Rw
zkj>q69nQ?==`q<p({+F&D!eqxeQBh_qHNV^B-+IlG$Mk{9CKWUIz4ZB?lkX3=%R*C
zk|SZEUb)=8GMgWiNH#w~q%qq3peSOb(hYD0GCy;Pk8FNkMNr!Oyqc{eowjJSbfn`T
zhi#fK41+w8&RaBxXTR;4{dTsFbgE<I5&>tjInu#50=Ty@9qF9O_Cz|TvKyAi%8o+(
zO#S8?gHyyFz1sC`{l?&Sb#Af@<Itu<4qLZ&Ir@q;$lKH3(?b?cBzt=j-97A|Cvyki
zjf!*FKUa8%VhdTjb~$YAT0qeO(65M&0w8gU7?1g|PqMuM5Or!}w;>0gsOk=Y=-C|r
zUB_qB0-nrP=aS?z@OTafKqn`{Y<M<DS?sc}c#dFE05lYy&hflK*ps6pAYOs(!LQkB
z*kqVOmh&(Xaz{aLAO>?8l|xa`J>oA!GEy}a;A?mut~<Ik98Hxcq&Ugl{0ic4da^|0
zh+{ZXvO46GppY~89^t;LB1j$0ligK^EIAiH79yxRX1bQs@LHCfDbUfcC`J5rQ@cWk
zTzzV}?o;#h^!N0br{?KNboZF2MjgubqU;LAx#qEX#$pQ}TP`2lHNvhXC@>d~?J+_c
z4cBtCllmtzld?8^S{zzEn(IEdjq3dh+|=%TIocA4ttS7PbF`!C<&<CJw=oPQ|8vpR
zcz4`hb!?#wR8KkN?P~K_;SZZ~b;yNLA8jA~K-)b;Dby9H*4-lyiofa(as%(;SW4$$
z$@$Gql`>eZEtMS%@&spd*%N$C=zQX?jZ`;JzD3;iZY~=;B*w-LOZEiVOxEs5uE!I+
ziG0Fj4tWCTIgaDMuH!V4uH(oHsMKny6RqFZ;7yxyI6vgF7Z@?Fm0*YvT3)2fV6bE_
zfX#Hd?5wubns;0Vvkzuz9Hl0XQpN%IjpHzM5e?UOZ4<|`*5V*Shy&>|4y=*~z=B{*
z_l3b8pfQ(C_#PB7^Z+|^bqLsq!?#AaJ&23C&oR_!+G<gUrpVQBVjPEoA829}K^`3E
zGu^!6Ue+|e^`$}I$t6IWJblCEtqn0=A8|*ITb{9>>U2MHg7Q|sc-Q;Zy&l_rlt8xo
z&Axh|?LIC+cK-(wA$>>9!zT_qWAb#^Ng9q}CnjHSQ^7OjcDKr71~y1F&5&y$KToG&
zbMhK64STnMS$Uj>DrIbx!J3A&C<D7(cP#Pg;7C*DainSFaiqDGM*-GIiKpeU66YW=
zQ;DbMQ4;ne$jLMBoOwFR^eXUC+6CW@KFm{pt&meKQ)#-6ART#Hc}r)@d*M``PPwAe
zTGR(F*$YnQ>AY)G9*6mtXkw@f*W|owP(G_iK)zNFELl-2SDN~9Y^5|`MD)pTsTm&<
zrkkm0Kt4+(l46O(lGPNONhI5-<16JL5c!^bD@@cF3QY`H^7W`PpLJt4P0+eADxY<<
zs<lW8H4-GqNU%zIRxAjJ(+z~LN55*hqukFWJT=sfi+Nf%Uc%v+``LwyYQ9lqM6V;>
z$Y-@Uq*gqH8`_ocGs{$oGx=)EOfj-;i>dm3L^F2L`v~3=zmMo~ONKTP(!P}Rxun<n
z+`Sg710FD|gM&_1y9GR54ug<7slzB@7^}koCqA({3~;tkhe-?NX16BbEv&tIFHg2r
zyM7}(DQiC{0h?3nM7&d7jDZ8>6nd#O?c`FJ;N)vrfs<We9+D-^sMf9bxLa8*9&)l;
zJm6%t*r11CjnpE~$!Zag0L@K|bMgi3yLi;gu=_9w#I-pm6XU#5KlanMSU(OsNk6(N
zxm1p^j3Z)NNn)L>Bn|VHN(bJxa521#H7%1L!#hr`A7`C>&R@`+P}ex8){pB>){kpA
zh#VP~e4hzc>oy@G%Xs!+w~xo=eLUD<f^##~xaMTlKq@SdSh8whGfE^hJ3Suk3Ia4=
zN2s-%<WM8Z833u{H3%&EWyIYY#H8_jjp;X@m1Amav80YCEFx8v{89Er+MGH_Ra>6I
zec8wRAYs4pos<2>7kG528=pD#&0z~6&}o+^ab3+fclrQ7q@`ZEIP4zJv!6tyJe%bf
z8P9SXOB~m7i(F^9#l4W+_M^S9+@7K*mfKUfdCDG`X1v2A@?p2!zVV2x#cv{UQ5~wa
zZz4=gdDZLc$}+iM)vb~KD(UxV<bw)WYy%2dY-NGYCiK;<y*;g*O&F_NW8AGQ%moE3
z%y|VY%q4mV)<~FT0SmKteHRq4FjuaT(V~f%jG^^EP<q1gyAZFPf2aVr$#T4=K+AFd
zT4}WaHk)#M312(WcOjfoP`C_=@vwFBFHm2gep)9Z+DsJmfq!4wRVA*M?_?~PU(Vmh
zRaaUE&Zw@gjEJ+2*B{+mXV0|OR+Q5>__NCvlvG-4t1HXrmEd=7)_Y6lTdS&Tv8$xC
zqP(nKq*bj@GDamBay;xT(0Pij8dO`1ptl$3JjLMxou_!KK<6pUA(W?REbvIw!2&g6
zgPZ}M6{w9Hq!T`GIhyhnCtHjz+$g8Ql>)VIqs)bWwH)n_qc3|#PdbR87R+!x2!4K^
zPxMm%8$3`eHpn}sv@OJg(Eq9MU!hvRvR;2k*wfXnum#Toa9{p~zC5c^nC}d4If|Gc
z+F}&vc6|80zd+}9wxgK3b2~mK_Z+b<f`o^1J5W%_HZY&I8HzHiZD3U)+dx;LHa}RB
z4TJ{@$v;C~A=|)}ILFrpt|3vrnGJLmvJFHkYy+`m8;H$h17~@6Q&#AW;`eI^4JL#J
zq=DZM9n%QjFJuGwhe9@hCt3@Hh+yQ5G#Ln%$0(13%>-oM4M6rmKoPS+7HKxfBF50G
zh`G?c$QMIcQ7f52L=XegWDHoP=p74!;8)~1|FS~1!X<@lNAq#RXh(Akb%aua!!bgc
zii_$~^W<(|UJ=D8P>ltCGBFiFdghri${Ia+mG9(q*j&U(8+g7*hbhckGh=hhlijR0
zg9V{~La({Xy(Zgy6g0N^mpqo4q>ODoE<rZ`4|IHN^Un|y+2)@qYGL#1o|ik^Hh*dx
zeNhi2(|((3+JON}-F8_4Kj04V?GiK>sTwB+EOmS2o$9-f#l6t6m@R)$F<btCVz%Z3
zirJd?EoN&zN)N#rS#uhKZ#0^TMcPmK7t{AseD5|FKDHCzo8Vd;pj<Ax(XiiDjC*0j
zURtaT`-{6|vc(^pO~ZbrNE`NkyXAbi2UkSH{{C+H8B`Qge9}|R*(S1~u9%N{Db2%=
z^brPq=KXpR>h6YO7SDA!oFWx0Sxa{mvwUtVW-Wb@aQH+jrBuI}maZ#i!9*%7m{_uw
zVl$oXqs1&wOOabBPm7C5PS;lk5Z0=Fav^+ItbN2Hy+1P27m<R2ftmL|r~ZxTDVuE$
zB8&HPv9?whiLjZ8_M!0&Efis?AgcNx7U6DRkwYw3TAU5b(;*y;@^pxH$nrFB0zR=k
z4V=L8)JEY2Ql|h<Qp!q`#H1X~H(z#+qB%T!v}g9{36uh~H@w#%J4tX&XgKpf@=G}&
zi3Y^u&-_(^RV8!EYZukv|D-LgcTvY9^DDyfgK_Lve?KU*+U~)&iqKWtj4O|AYdCjE
zW{KsiV{ktGw-)|?3;xjmzql^b5B>9pD;3|yx*YV=NI&%buj>nZSL>p0PhIQj`$GD@
z4?kbSpEUZ3qHkj8Qy<s=()SzmErcrrGo3Da?dd9_ms|9X&J{?B_YO?@6Xb%6l7g;(
pB4=EbXL4oGHIFW<t{94HDL%)*1%D{Gaa|@IZ7ym!(I|_={{ej;xq<)y

delta 12821
zcma)Ddwk9H|Mz~qF_#@IS#I0RRJIw`#_roWyWfuOY)ig`B;PnL(JH^BP$Yfl`dPho
zk)fz>g%~5bM-(+7rBX<~>1Oq<?>AJx*X5kE!#9ryf9&)5yf3fU^Zk0iuJ8A;eQVoQ
zkGGvZQ&qza&6_k)O`0?@KLB*ykOV7-)UBKVMwz>ZLSEg>i7--`;NftuwfbOW-3P-V
z8O&Sv!9X+kPS|IT-w%nVbR;Ag`(5fA^VLY`XYQU1-)$TP+q8A!n-ch@zqKqq&OAB>
z^34vniiF?$Tj7~;aG}5D_&C}WxS<dH+22fY!+qxbSk={h>V|gKH2aNa^jP>0WF}aX
zUW$W^1XD8#BFy>UAPUM8tQoa&P>PRtBC*SI#6_A3<6%wU)PyEY+|U&NOieHgk07>?
z<&abN{0x|@;Hd=j#_I@wVM5*AkAYjkYYEnfiE;39f~5+h;Kc-M>A^&JTN-!x8V@CA
z!e<HA$uHyJV`Np-7tYBL{CXpa=N%f}*R~K@kM25Jj}CFKNU(y6=b4qWp#qti*jB0&
zR3%sq;iF8=LTKHtT_OVPjWTz4#J8$Qv+N#-G&`Pv{<alFCA3J5?&6-8V8VB+E|z^^
zC$k_<x3<mm=U^6osBSRtx7W?h9Y>%`a3s-GwDKr=V;Mvx`pKa4lQ3SXEHh#%gqXhH
zLTF$H4iv;y$IPV1;6wB00%&gPEof?9t%52wm<ESh-9m$5U?R(?3@QFy=c#)ednWjL
zT>aEQ^<-nu<K7+%MW~i@hw1w`1j7r7BuBNjaV)lwEXxutl4T<@w=0old1L_;LPny<
zGC8qPmLJh-S(Yd8%`3~V7D9KMi`FNyOid(Nu2EkT#~5>d5uAn7iB?U?-RdGYS>5^u
zwEQnk2tk&nVK;1r;3U#qxGu>!(o_e0TCp*GtZA-(5S_#-+%w5)xOwn(F-Ztv2Q+E&
zg!?Yq)Dwwj!P9U9Pgr+7&38FecY20T)X~&D$sPx7lg!SCAQA$TtV5{m^Y<yVG~qbh
z!*MuqEQbGMZf4mm=w@}>XajqabuuRAx+zy-OS6zI5@ELZY-pu(@tfJ+?$5Rs)(FQ}
zJse*Zj&IBQb|#UDdim|W3O|~I{E!6m!{?0WVIY1pzn6Xdo?3>+-!h49_P?kAagp##
zqB;4cDo`zrqZ;B{Hc$4--|+(6sX9|@%%buDxFH#5MX6-JNjI6&dKIk_WM;f?W_XB-
zG*kDhR%SquzDX5Rf22oj##I9u;N715WXm<BJCV;J@{thlrEkUVk3{t_t`Ak5EtQl)
z>>3pVt*#>p#5FiH*iHgrlbeR@#pI?X`%Es-jDH2j1XocXkDBWnH8<HT8vs-4{{Bx`
zpkQUPaduaI)oQ{TYM$?|g0T(l;il$;&<`w6uKUMp&_k)+)GxMcTTTlWRJ)Rmqla3g
zKH=$Xtw)pDS`Q%@vet&ip6`7<WUbILg*>2YW`drDuti~ka44CK6~a^4--V>Gzw5)J
z0KdpaX$acrWeCtl=QeZiK~UDt<W8_WSqybavKg@s#>Z2K80qaP_(q?PSG)U?vC#Yd
zqoYTcq2cYqcaOm?O(uhlGQHMAHH=8H!mY06#Cn(sV^hrQQ7RqAr<kBnU8u&GozFox
z({=-NhRG@B$G<^*ATt>y)a%A>fJ{Xs9C6((d%FPJ9E9NEGAzaH9Hu+eUDybL3KpbT
zhwh9sDVyM3@b<L*S+!HJG{uDf8+G9Ync5V01qY1yw{n;@Z^DZ>+B&o;%1qk=Pr$Ae
zi89+#%%``gw@k?;XlI_?0)b}kFqi|Mh{TUJN<78zRy0V*_kJC`6)jVFE1IS9R@{)v
zAq&5FE08a4#WsQ^%21!e?(&%(-~dFxp=Wanxyu_^)b1D(OIoUTKXOvd9p@p;thlIp
z+v*!7vjta7@^5iT<$*Jm1@l3&THm;wR@ELM7N(LPg*#IzP`4b8q;V_jQ^bcpoXS4*
z!Bp{~52pHj=%Q5iq4QJ8helTuB0nFRL*Je)WCd~C5je`7D4@4Ng6wVZ$xaoU$*De&
zDo(W$5!-9cudiY%u_paS*em=^_Bw3Hh)IVpg!^YGRrGMHP{uJa(I>AJ#9ju$)XZ>)
zx?bMqKaVL6a_DS**}Dtu_CZ0%7o}3!#SBN-Kws?lphp_ZEIiFCGxA>6j^iQFFO5^2
zTkwINDLl<HjXhH#5+TpD#edtyGp$NBN~^FAv=H_=!;rLireSI9nOL)T>ul3-0ABGb
z?%sni8z!fT;#Q`ai7xOcZp}GN2Bsebo0<9&w6)$pFahSJu?jw!#y;lpG|rk<O5<{F
zRF9jT+aL?JrLpS1nZ~MnK!)HKsV>eV)vctZi|WowW7SRBuUnh3Kf(3HHqhL0KPFEI
zi8Xmb+LfC86RnTK|AjQs<c)_R-ZqQKO6Z@Mc10RB(Vyj&X;kZUujB&hjnk;Wbg$&B
zL*ueco1^fSS8%@`h2`o-Gh&Z7rwYeevYx8rR>L#v#9mm6F`q&QtGM71+<Y7_X;or6
z3o$;Ogs3VSJ4$^Wlsk>%4#}NHr*rN!#Wz-sHp{j{w2G%kgjsN(YGZ4J;f_mZv9|dX
zoDiNaa_pLZr5tN$wJgV%(^-zzW6oS#9IZyg7@BT&2E%sB+4fKdRjvZe;LqVSyq?Z!
z)E;i<G-?;k3PHx~0@Rn%)7KRMpQVc%_$=M)2GlRq8xKDrB6I`)AsBvc;AQ&$D>pzC
z)?KeYGqHOig6Ogrz*h1CpCDFBtv*Vp)QYMQ6=P=9V{ENCfw46*Lr~yzp<4|?Cr*9V
z#Ef7_&tQMhDg*sN@2HGx1QVITJ_+fuPr^_8tue@k!Q7O=VAMynJz=J_09wQ0bTVtT
zOPcJzVbk_>NrfI4F!n*gEgwVvB1duyi*CzO#)EWhFjQx-XLt+&V<IK9JvmWrBZ)UI
zBVp!+!!2sRbk|Jl2(1ut4a8X8{?@+BRYkog!<#4V5}t1`Pqm%VTitGMx@cSgs)0DA
zP}+PkXjA}Bmr$CNF0~?YvQxT5Z){qZa0{?XV{<~&di5Jv?KQ3QQ_&ABI0uia4(8-1
z9{YkIdtK?baJy2ys4*UT+S!15*x7)xrP1zdB;&cA8bif+2HDwo+&s=WjzbTt+prdZ
z)5#eH*?rg}>})kP7gTFg^&_MpV=<jT`<14%0B4EmEVh&B+-8d)I$}0$>|{34=Ew6;
zt!fyFHSxn>(|M-$#8UJPLFUJ5)dH5-*^)NMDAIs+L@2}^VHZoPmzA&*AFzuOAF%sO
z>5PXw>hUQ=iRN^cp!u28V*36ob0R7jRgoxbFh1Fyu$k;>KQ4moX)lV&V^1Nb;S?$k
z8FeRzAi*b_Q!I7GLvIJ0(giz*);PyCBI)E{!|r5uo<_sQFES;35RPDn7YEl8yX|ZO
z>u^ue1lHKafF2NJRL@l+QxTsxuBzGGOG*Ds2hXlVm^_<9>k<?Ih1NDCc+p}MK5H>9
zgtYhqiIBB;EiH+)crC8nPm4dl2v2*pc<Cj02rUjJB8hv8J%kA<n>(87dei$4EVI9)
zZixq<Iar-PMuL>M|F^N{-@YEs7TaZ-L&G87s9z;-|JcFFV$V#DxIHpC;`Yzv?7oKy
z|E+Np>bVyK%I27Z_52Rd$*{*ED!#)(Djw{YFW#PsOXcWrml=K@%g~7Xy4jA=N<_<d
zIk>!rahaSbj>M(Gm`qL!XJm4U^9WL4c9Ir8pUG+A;!IJU#hG3uhBq=PEyP-gR%WK(
zqf?{T6L&u?zKg#9N{fjMYB5q}EygElv07{nUEn%WJw;TbU=hOfmfYV6k~1D8X9!6#
z{2?eVG77F9_o8GmMQoCFjaY~fVnMo$1)o%ft1~_<r~I(gLcc5)NNkn}BsPm-6lQUb
zoR`I><bhCptq_O^LO_}f0iRr$V>203?<|Q+i%2^n%=95DK+Pvi5mu=?Ks`duQSeZv
zWUBLV5@z>R$Xm9NDs-sH;w*IuJ}^tILYQbuGDTt$Y?XO$`sQ6;pTmb)X4xFo5B8#*
zusH8>)xCW`%NvE>6K-!ZH}w$1#|VU#AZ~NKZI{Qu1SXp<3XV*7FX;`NZnJEBW7BPx
z&8FLQ80OMu(rOiBTS`T!m_An4IG<11x&>cHb9i=p-|Y6;QpZ1Xy&j{WS2ox25TA{E
z86tIjuWVl(-!t1x4c5OyK{n^vww_4F!ze$SOL!Qb&8hW}Z1w`TAvW{^Fj-nFeXZ;P
z=1c28ysc>eomxKi=dLFF&pKHc39GWn8>kgVDIE(NWWowU6a}|sbI7|41iAvO;)@U$
zSMdm#v+js&sp6?ayuc}Xqfc)YPw(C;J|Evbe&NP!sUm;vs_%!h*<8iX3DKjVA={h}
z(P8j&HdpcRV>ZUCFsb5y&z35lnXs7`W!HTis)H4g@K*6{b9`LB%H}HGq;%8AAvlL!
zP+_><3fRFldSQ26jUQa2w~ElyAvs4%o&Gs>`yzCS0#^=uN+&K@^EpUC4wp4!q<xfs
zJDrcr$YDSGa1Q&~`8*2nizJIvDVgX`07Z}TbJ)p#ce74{{y8Gl*c{0tSg2f-Z@>v6
z-mN)iTTfkR%Wqs`T#iUGBT}D*J+j6jQThYemBViKcn;g=F`5zL&d(7y`%4acm4+Pg
zDh)Y4H`^+gJxf3?=Lvzi$lA}tZY3xl(O*`569sfBNRV9$J~>ao=1KNA^@EAMPDfa4
zzX^bE5u&6DkeSOM(sKm_J}FIrfr6ksmwj7UF1y!3*9s&(mw_NL27;fIC*T8dKuWIU
z3E$>Wo}m6ku%h4?ZWg+yBRS&Hp2M-|(H0{|k(f6}fY)-_tG$8`^lFO{AW!22VHd8P
z5`;Jsw0CzULBJ)DmkFaKu%9?eZ|r4`;+iQzARWXsw=!N&CFN|0*NfqYT+zjIx#r1o
zz17U@kB!ap*b%5ab_BoUbaDhC(%Q+_%8sC)w8nZ{IT3K?v4R%lv4RefA^1fK`g<-b
z=s8-sEa6fvE9mBA9RrAit^N$E2Avu;D(H+nTn}dfbMnlz6n%^B5|NM;;A}1{s5Rxj
za#)zhHaIa=?`|;<ClMF(#|JvX3`^6W!z${IG3{3C=C-BO9a_{3Pj*)1nTON$Q?ND9
zjA)~V!uC8lbn^_ML$@t?vay@;%!v&B419F?5Tf#7<B-^PxKVzyH{_W~?eGkG1qvmu
zyV=%G1$et@W=$SOm`IqHXVyCOc-6u<Vl<XUm`66tN01@zOSzJUM@SFlzG3;I)M5Ev
z%TkHd8xQ^R*|L&xs=sB;AsPOaWf27|Xv0iUZyiB&Idus$Di(=#&6jm|%ICyo`}Jyu
zn%Ib9oCn1?LQ$+{34%xS*|MDZY+19f6$lYQAmaoGlCBR{x8WxP8RHM67Ed=>MkI+%
z9t@iV!y&=&{$&^rUn>S8f*3Xl1|&_13w|<&4T3>+G9zNqtb_B(Oz8+a4!`gOj&2kn
zxPYy@eSvr9*t&boDuJ5|*t&b*1E;k&JCk&nu~P{yb3KVmwh(am6Uc>I3sA!0i)Ocn
zp#_q-IP)cOx$4H!6m*&RAlFnTY_X8>vQ<Fqh@cu8Rgay^S%1r9=c1fuXPgcTc9I0y
zxl|)CaW2&blEQq2aaU598z};NoD=2{z7%E|&EeV0eY2P2I_N55ic3GFU`v6dFuMzU
zDU8}eSa0U5h`NG0^igdUd|V(oOdW|wI2|jH9Oj1tc3tNR*mZr4;HZ*mZW{76*EqP|
z@Ei%U*hwBtg*J9}_IBb`-N{6qrTTN9RPVPGa`ldm(?bie1w9&$MTnlGugf4wMspld
zaz;~EAiix~fn+q)As%f~A->V4H>06<Z$@(r-#u=wwm{-=@L>HQJWyyB4%V}pPRGes
z=egnPQ9>4CcGN;|N}zF>rp*TE0#${Q(l8gc{^JFv&tMp8ta81BoX-QeG|&CS3rNkw
zt+G%un@L0UK=l$4_nf?;YppeFhv~LZSy+cx7-zMr<!-*=ST7Vb(nSiK0!5G1FW^{C
zfu{bVT0ec4eo`G1xO5o|hYRcW-KGDoFo=7ltIl~h1HQ(U$~L+N$Tk8L$p#mC_t4kV
z+1o>r2se;AJR4Z#*+AdeTZ%X&eT~R4XF5#4MV-zR;@&-DE>6`g%@<?PvJV%^-o0N)
zaj6q;mfU8zi@dvdFTR=K6}p4j?A8gkGmVn0FO+?|d8|I8rVyk^v$nNrZM{2Sy;-|R
zm;{-nDJlRa7x6jFd>M5<Pql7Yg@iEzoGFwD@K5f-qp#MmvPdGp$|7F`*e<<0rnZK+
ziZ}}FB!qtX72%X9;88R0?FLanXMsdHt-&YfSJ+I>V?~jKftsSmFz}y7C_j6k{7g`a
zA+VTJyq3ir296YQ7-&;`jYx<HB0-vr1fLWK@SBmG_eW9-S;d^<W#DZq-IQk(Gk`$?
z;MU6k48B$XL<9jKO$LBZu3oX3M3GwT6$Kv!Eh&-;6!i;pwK+u+1eV}fO!1yYma=)v
zChLu`x|jpNtN3^)()1XrdssDn0z8vE-v2$Bxz9I~%hs5D)fc`j7RP@CB~t^v&D;4Z
zsLNG1^s{1b+4>3dgMBCshREsUWF$iAWWB%QOFD@gM(N}cQWYsXo%qJ-WP7KilVs1B
zP6kiatG%|3r>4(AFQ=rGJ)H&*OWz{>wwdEIbtkK|U<zb8xz@=rBkmD5oZ{qKXNa`l
z=HE`WPNkDm$$OlfO3vU>fM1kK;#9KRo(Rojx5-XUCHdeKjW^tS{#0i`AW}&><z$Kd
zE*CwkXi=O~t})Bph>)%wl8Kz8l{Y%YZYMmZCqtdnxGtfy_pYZa)H=EPIpE}t-cR#F
z+{sR<e$F~sD^ELFD^2u0n(qF>`4=3QoP5mm8!dK7^dE%6&py}Cx5rOkR{xxKl2S4$
zx%eZZrq4ul`b?gFwsglmx|>z=U~Bjsh2yD#;s-F4z5^JF>T8xw(tYLUQ27HG306|~
z>s}BvfX%dUz%>HuJAkbO3A2^pC)GjtKqD~`_xg}<A#|L#)~cV?8usIEq8jdXilxlO
z31}%#B3lt4={w#yzzYM&Sk!Z7QYBV)crXM{4)B}lF_$eeebZ&r`L+S-2Z*@@Awthp
zL+7iC_W-lO(^)(+^)cM!Wyls&i#k9Sb0h7wgbLhm%yBxB?8st*NOo*7x&+_YVsweu
zVodk~eHyKWim(1Ab)lYuKRMeu4L6X(V8;@3E<sG@85Ktz@zAG)BVBX}-!Y))qsBa6
zBL%sU)aVIv!%H~GO_Fi=MTUZt$xu2XA`j}Q5;m03r*($vXdI8~&d|Q(%Ft$L1#BKm
z@l8UT&FCas6cG{==}^KZQunaY1xl@ABz(tkaj`xMFP3mHdrO+>QeiVq4RJ@6NGv-h
z(D_o~aEUnZ!zI38_ML|wUMhTp@bFUM2g2lMEQIVYjfJS72S=i;oA~6K<}fX`6W@{7
zmxvcXh|=*~Ec7rl=3?1JB}KPVLKAFkvvpgu)U67!w&Kq7s{^24DTOtqjBB2b>E%u?
zy+%;oO4)(~XQSQn)jhpg18xm7{6YronC&r}gC!hX-YwzavKjXkO=e>Wn~Zvxu*A2V
zf{aC)-tz-Bk5SSc!#_%S<`l%rGf9Khi@bg_Jx+JAb)dZvEyn#|Emozh#flchT3knO
zti^SuUM*(7-)V(@!t3`BuF&_XdSdKR<O8L3(_Yj=lsZd|a=UQ4lok04BtyyEpN%~i
zeLb9z-(VW5QODc6JmWc$>qCtm9glXgj;F~u{30FyqLg*~07*pFbfT1XeDW(g4i1z`
z40xyXN+loZ!UeLDkHt4p^1=Vq;kFY*NtAqlDJwZ0FQ`fe!YZEps@~sXBF-X)bi~jd
z1_hZuujx~!XuXa#b6(ej)EplF^lBY!n?XZEivln+p5>C`hNUh(Zcxi)c?&WchtZM4
z5|^mxvo14pjlL5$y3D`UXcrcvEDitRl*iXL4qv%e4}*g))BFwXR3H5B@a8!Dy~g1`
zt<xW1Z2KRog!NS8Fh11qEQ9bFmmF%$a-oiS4mJE%`KXHzH72_FPy;%av7hfyhGGbD
zpD2|;8CS;9sZW_$f1fh1^+SFc=a4yNZ25&a&EN8AyZ+Mhi2_=FpR%W15TVK>iN!|B
z+<KLXKqJe1Ni0kk08>2xrV@Z+cuJTrD&qupXc<RFbFCPN$hr>5oShGn=KK{~3B-f`
zAZp=&@Zaa*zfbs|6#geJ<A3^E`4bV80n%gu_~iT*n+d=k9{_eSH<huY=zy%yQCwFh
zQTe8F-mQpo?{4`HF%rr-hmFSv9#KY=`%UwN<O-SV@}HXvqsmdTe10*$T;lRj#77q|
zSKUjRg6qHs;l5Kiy1X1YCZl$7Oy2Kr`QpuR*C-|rC8@DDdl3PNH+!+%>&?v0-THg4
zCmYrjuiR5!(rwJVw{?)2wpR5tbB`!HY%Q0pc5}J>K56>fI^2AFR84^+<$UB&U(W98
zKsld)epk+E>%R~w{$%@t48bq*R5S#m@n#Z^c&hix*;C<<kFo(7aJE`oex;}CR)OHz
zQ}x6*@l<`@)mgUph?01!jpdTDzVfcFguWGg5?cK}tT&7|{d3hEVk$5ucQNBvsUpa!
z;62VndT5dFm77Bc^wTi7f-Q1jg;?ak3ZF&ZQ^6KFu7WLc5&`my#RTgwEs`kUE+RqJ
zMtpK%iOsaD<rSnyD$~r^hFKm}Lm3rZx8R{vOojRB1N{K3r=@sKZPN*DXc2j^H5KGW
zJIW99-$t_ZJ4sJJxvrfR?4Q&crY(oAe$!tgK9Ox>h@k8Qb(%?dmS@}OzdfQ(GjTYo
z(@a_>tJC-N#=-IX3Rb74l~_v2F<31f+XzuSoWkJhxyifWn|;wY`(gzhgE{I-59=Te
zeQvEA`H?=QZ*F=kF~UEURV^os7(eR12PclItbVxKO&xP8M~6RL-4pxGxZ}F8#r@be
zI;3h9{_bm4-KbCT$Enk*=>H?o{|s;^<IjlQ^t*QV61-r<ANAs&&3NhPrXO#*C(zH>
z=(lk0uJns1`uUbSkbY?pM1OYBFAeC@-W`D_dv3b3bH~yZ4c#%h&(Jjk9p<~&;ey?C
v{^fojh2TD1*c1OoP%T3Rn!7zEYLtPx-=UO(;<URKW$fNuUg!Q?->Uu}Gv<)Y

diff --git a/.doctrees/tutorial/doc_step_1_A.doctree b/.doctrees/tutorial/doc_step_1_A.doctree
index c71c0f0004f6f5e2729cc70a24bfa73266b609ab..a92b0d679897cffad398e875ab4c555660e08cf4 100644
GIT binary patch
delta 20
ccmX?ab>3>jbrDA6$u~qS7>zdzirR4i09gzM>;M1&

delta 20
ccmX?ab>3>jbrD9B$u~qS7)>?{irR4i09hUe?f?J)

diff --git a/.doctrees/tutorial/doc_step_1_B.doctree b/.doctrees/tutorial/doc_step_1_B.doctree
index 25d699827801286bd20a05962279178d995df7ec..66a9cc5a4c037d1339da71226f81edaed26ae191 100644
GIT binary patch
delta 25
ecmccI%y_w(al>viCJUp@d(Cz*g6MLK7)}6&{s~S1

delta 25
ecmccI%y_w(al>viCUdjRd(Cz*g6MLK7)}6(I0;k$

diff --git a/.doctrees/tutorial/doc_step_1_D.doctree b/.doctrees/tutorial/doc_step_1_D.doctree
index 60c4c97167b785e045a951583d409c58ec33fbdd..40a016d35c1ade501a5319e0c193862b832156aa 100644
GIT binary patch
delta 24
ecmdngz__V_af7cJleyt!f3prCwfUx5BqsoCsR%Lv

delta 24
ecmdngz__V_af7cJlbO+Ef3prCwfUx5BqsoCrwB3t

diff --git a/.doctrees/tutorial/doc_step_2_A.doctree b/.doctrees/tutorial/doc_step_2_A.doctree
index 983919f70a754686cb0204e9b8eb013e1e73cf2a..75fe50da44be88b73eff1005a19d54292974862f 100644
GIT binary patch
delta 20
bcmZp4Y;@efDZywwnM=Zg(Rj17gdGO}JA(xO

delta 20
bcmZp4Y;@efDZywmnM=Zg(PXo;gdGO}JCy|i

diff --git a/.doctrees/tutorial/doc_step_2_B.doctree b/.doctrees/tutorial/doc_step_2_B.doctree
index c694290a00a9c911158be30187053a276737aca0..ffa885833b87b6aa1bf88f52f3c7aca4c39fabeb 100644
GIT binary patch
delta 250
zcmZokZ%N-EpvGuESy0W2$<lDLFOV{@1X9YA*QkjznV3&rsA<7sYGP<SnNi)6*~rig
zNGnfHP#5MhGcdF;F-X-lu$UaECO>(Ox(KU@rGb&@<cV6Q?B>QM#>VCrlRv7PvRhah
j8yXv10@=!w12lx#Eleye&CQJ_XKFMLh{c;-we2|oYFa<g

delta 250
zcmZokZ%N-EpvGuASy0W2$-->1FOV`c0#eG8*Qkjz8JJC8sA<7sVs2_VnNi)6+0xts
zNGnfHP#5MhwKO+1Hcizvu$UaECO>(Ox(KV0k%fuj<cV6Q>=p(_mSzTqlRv7PvRj%N
jnVFav0olrv12lx#P0Y>BjZF<EXKFMLh{c;-we2|odL=*F

diff --git a/.doctrees/tutorial/doc_step_2_C.doctree b/.doctrees/tutorial/doc_step_2_C.doctree
index abafd4dc3d8c60f2aad7e423d54d5494b9e32ae5..6754b613ec67fcbaa2b9c412dbb934e34f9e2006 100644
GIT binary patch
delta 2144
zcmeH|%}QHA6vt60NJBNH(1Ikn`7(xj6X(o1^A)P#suV<vg_JA`F6y?6cH=TBWapxI
z9-xTrx`og;aBcer#V6638y6<rd4p{K{5a>#{N|oJzFHbzE&cwozA8mk*q+io=~AT0
zX#Ml@T*kXQTbz~;=Hkij&e_Ub=FyZ7TBkYj`R4w7T73OyHd4F?Z}`_s$KTr<WpmOI
z^jHds9e~cvoC^7-{j=i0BPxPukBs>CsM3&NgmJ>fVSV5DLxn<DonKOit|R_SrMm8-
zCQ=0Gag&ELyxq@^@+oa35_F79QM;^cp<ilYS4l0vlJL0AE1RO3PI28Yak2ZTMoviO
zX&0fxH4ORN`*O>6r9nb8_M`(Mf`?g#ynR@0Scib<FD=GenX$(%X_6)9jFBFO{K8iA
zQ#CpVEIbg&Pt@3}F7bbOF_ZuE`Ku#bd%&jXvJ&3tMmgMi#Jh96_wGkxgdZj%l7tMy
zc#+LYIA9bD4KEXgDrz|;!A13z3;kM+j1U3L_eL;ndfl(qB?>LW+s&6opnT&XtzPpA
zAg-6dX5{u^(zMbk@EW4RNQMc9eC(<XryT%L)K_3{+6kWyHkXCvi@_E@?>(FSS{KV=
Xu`CwL;{Ml3VzDfy%VKgd__%ThQ<46z

delta 2170
zcmeH|&ubGw6vs(HDT*2q6vA$H(==<an{?j%o>0Y}#2;0N5Xr5AJ@nE;z345G<}SXw
zrJz?8LjQxFTmJ!3|B^Vf1tIH<e?e}`oA11N-}$_KGdZbDPAcDC*RBFdiR=l{6Oc2Q
zj%)i%r5KKDb-bTl!90FiUaG`v)7`r-mpyUZ%HI0Ivuvvzu0A-vHdhA){M{boVY?NJ
zoetrbD50za(3w{WtNI*kX(b{c!A*FGU+);4_3KRviYNm#tY`SE{SH4qTCEe8Rr<3s
zRg`zeqfB<0<eV#EtX%o!{M^l6-b{?r|Is-=W4t_wTC6LmFiJ3IUkB3u^>#Xlu-d&4
zQ>r=G4aT<tf3y$q{fju$U8)H+l2|DapEPH}IUM2ov$Sa>wGQo_g|yPy8{xJ|QhO0f
zF+r>te2MY!@e`~v^8wgAa7FOCaKIz{3AajXyja`lm-px*KI^w)dtj&oG~nj*Pl=T7
zVgfw1C^DV#)f(`S4DZ1N_woq8h>MYAVc=My6AQ7?VAN38YXN>n6{nsK(iJcO#&wXF
zT+Rtt>B!PsX=rIokg-)dD-K+eYUZkBw&DEb@Vhv$)Y2wc#KKkThn907mT-b^hPRjO
l=h1KtZ}x7Ke&WUCSWFK0ge)e<KQGl{a-2_&>Cy1j@*ifH2WJ2P

diff --git a/.doctrees/tutorial/doc_step_3_A.doctree b/.doctrees/tutorial/doc_step_3_A.doctree
index b6cf36d77f5519f598487a4000ebf6358792d364..95ba24a2813f6c847a5ad1c148749faf66ed2317 100644
GIT binary patch
delta 132
zcmaEr_$qP37NyAt)nq5{R10D?P1QB9oV-v?e6qbVJF~g5$z(%yB_<2Y$p-4Oyhc_E
ihI%FzrUt3HhK7?DswixpuP(&6`J~EaM)D2t<^%x2wkDnc

delta 130
zcmaEr_$qP379~cL$#d26SdCJ34J;=wR1=?UuguPDVPHJjP+f`H(hNk)@ETbu80wjr
em|LXk8X8VssG_iWzPb?O=94Oy8Ohe~%?SX{IV3&+

diff --git a/.doctrees/tutorial/doc_step_3_B.doctree b/.doctrees/tutorial/doc_step_3_B.doctree
index a233eee0df0815f3ed4062b51432cb81291a64f4..3f2c64ff4b2ef6e11edcbfdf058dddb45e70c877 100644
GIT binary patch
delta 880
zcmaF8mhtsk#tp*C{6+=}1{PMPW>!X)I_4%un}1srGNB7juC}hg5aZU@-mGi$jU9`G
z&g3|kaxCKLViuDp>Tf|+XKDfzYn;5!&6pR(Ws@7cn<vjOH0DDQHJdy^ziD!`kuj<v
z=7wNH<c!h9&A{TjJki80jKJcxUTDT!O#W!DFnNQ1(qsp3G%c3KU@cl^Dso0fsk#Q{
zTt)^)#=3@vx+o5`v;-<^nEb{}S;4~4+z_bH0;@s`1CYNPCa*U)LGhu50niB^%x1-0
hlP`#AOt$qaoqW?m7}d9<k%kiFgDuiF+xo5J007hV<u?ET

delta 890
zcmaF8mhtsk#tp*C{DuY!24+^KrdFngI_8$<n}1srGNB7juC}hg5aZU@-mGi$jU9`G
z&g3|kaxCJgVipFblPBtLK~ZO6Xap2%oV?D>7){&~EIz{!P29)~EFNuS%!lj~3**U+
z-c6I`jM0>v7=V@U@<dZ^GWnyq!sHG5Nt0{6(6pGEfVDVyqlueAjM6ewku@++)ip5Z
zGBPkS)-^QLMRAB3)a1m;Z_Jbx%q=WHYAvv<H3wPMFnPVX394tzfo6CxTNHCmz96PC
a+19Ug@=Xh2l<*mixgij9n{EBpaR2}?Ip~Q1

diff --git a/.doctrees/tutorial/doc_step_3_C.doctree b/.doctrees/tutorial/doc_step_3_C.doctree
index 4df32279b8a2364ef2e09b9ac4820f2378d715bb..7f40051f6901c5980b4a1d85f96e777e2d3fe782 100644
GIT binary patch
delta 38
lcmZ1zxh8VM8f7M9i^&cuTFho9rju_gCnIq;=c?Fq008+P3uyoV

delta 38
lcmZ1zxh8VM8f7MP)5#7hTFgckMw4$VCnIq;=c?Fq008*;3uOQR

diff --git a/.doctrees/tutorial/doc_step_4_C.doctree b/.doctrees/tutorial/doc_step_4_C.doctree
index 8247beb765937fb0555fcc709f005cafe1d66d8a..78afab79b394b31f839768fa6d1120f87d4297ac 100644
GIT binary patch
delta 90
zcmX?*eIR>7y^grCk%6&!s;+^Bg08NDv7V)=iGiiDvH4_eU1c_N0|RqQv&s8)LWxsm
Kyt!T1k^=xXjuz$s

delta 90
zcmX?*eIR>7y^gq%xuJ=9s;+^Bg08NDv7V)=iGhiUsp({GU1c^iOG8UT)5-gFLWxsm
Kyt!T1k^=xZz!vTR

diff --git a/.doctrees/tutorial/doc_step_4_D.doctree b/.doctrees/tutorial/doc_step_4_D.doctree
index cceff9bf6b81f5ce33d941de46e0ca303cb923d9..a614a090805f6f5dba260ffa57bc4b8c303bce18 100644
GIT binary patch
delta 130
zcmZ3~z__S^af80Gma(3NiK)4fv7woQuC9WDf{C7yg`uUTiMb_=Z)s*}YHVU;wE3cG
ZAS0vk<U+G~lRZu2$kwT``K7rf2LSP*AVUBE

delta 130
zcmZ3~z__S^af80GmWiH)fr+KDrKPcguC9WDf~lUdxv`P4fu#wAZ>DExVQykzYGk(g
bqG=!_qsin#vw4#}P2<Scsj>N`xg`ex?H?d5

diff --git a/.doctrees/tutorial/doc_step_7_A.doctree b/.doctrees/tutorial/doc_step_7_A.doctree
index f33c19ab098190f38b741f2a8d2ac6a4ed38551f..315befe70c41732e6203285650ed040f3a9c7b53 100644
GIT binary patch
delta 189
zcmZ3wnsMoB#tn_O%mzlrlRw%EPrl&Exp{%DI3u%xrQzfRCz;7vHinaDxj$hu)iW@$
zFy8#p-i(pi#L@($c=H8M1x99L3!}{mPKJyurp88QKw;y}(LQX9%%*0Bn=iUJ0}Y~u
J$tk{$8~`Q6JQM%`

delta 189
zcmZ3wnsMoB#tn_O%!Wp$lRw%EPrl&Exp{%DI3u&6h4JJBCz;7vHinaDxj$hu(X+I$
zG~E2r-i(pi)YuZFc=H8M1x98wbJNWUPKJyuCYGikGmJM!`>+9pjf^&5ba4h6L<^Hs
Hd>uIeINCf&

diff --git a/.doctrees/tutorial/doc_step_7_B.doctree b/.doctrees/tutorial/doc_step_7_B.doctree
index 60f5b62293c33b0e1bd2a586c07d6ec5e7a6ff19..45291bd816f5f1f4b687bbc9a4d5a6a2aa63d365 100644
GIT binary patch
delta 179
zcmcc7!+4{Ial>l^HbXrlOJj@89}RREfouaqBZJ9}Cfbu5EdPO|%*-sHT&>ABt*!ut
t49!d|H#eF9RU7G<nHhjohfTJ&y$0l(8W<aHerjd`GKji{irYDI008$`Hpl<~

delta 179
zcmcc7!+4{Ial>l^He)>#3v;v09}RRE*^KneEzAukH=1ZqZm|3ZlrplkFoANlCf~HW
u0u(YZGBe!VXaZDire|Sp0a6_{+1mCRkZWvYV7d9JnFS-&4HdU@<NyE{Xg4AN

diff --git a/.doctrees/tutorial/doc_step_7_C.doctree b/.doctrees/tutorial/doc_step_7_C.doctree
index a770520a542827db41e8337fc7391d2c9a57279c..f39cc84bc05d33495e6e85001ea0af3a8100dcfe 100644
GIT binary patch
delta 138
zcmdlsopIZA#tnYvEEX2#hLb<qXia|Wz`l9CwGAVip&nGsc=Hd7W+rB1a|0v=_KYBb
o%^z)g88`2<XJTYF0ZVI6USlt`xy}wQ05VV(uL|SMP0l790A{Z+DF6Tf

delta 140
zcmdlsopIZA#tnYvES3hwmXkl)Xia|Wz`l9CwGAVip&nGsc=Hd7W+rA6Gh-wL_KYBb
z%^z)g88`2<XJTYFH!=cBYffHcFSNPNj){@U+<0=JxzXe=4r2HeXit7`!MVA~*@OcC
Dv4Jo?

diff --git a/.doctrees/tutorial/doc_step_8_B.doctree b/.doctrees/tutorial/doc_step_8_B.doctree
index a73d42fb040f3de86eb4e900a04fa88fad935c85..a615b59a44241368611dfddfddde994bc7fefe07 100644
GIT binary patch
delta 134
zcmZpiz}Pr}af6sSn_;T1fjQUYd|k20eO4Sy#^#f4%oUl;EhfjC>oA)dnojOB*I_i7
iyxUxt-2kZ8(12_5M+v#jycVfU<m+{2+Pua#lnVfll_Y-v

delta 134
zcmZpiz}Pr}af6sSn@Os!fjQUYd|k20eO4SyCWe!3%oUj|j3&pM>oA*G8cyyr*I_i6
jyxUxt-Ow~u*U*4#@<$1|&Ab+=OyuizX4<^QHk1nhjjtqm

diff --git a/.doctrees/tutorial/doc_step_8_C.doctree b/.doctrees/tutorial/doc_step_8_C.doctree
index d85125fc38a4bbb26abb7954c7e9c9583657b30a..828fe9db72a3ab5479ee0ddd51bb1bbdb52a5d8d 100644
GIT binary patch
delta 1209
zcmeHF%W4x*7{-wX8K!AUK#}n>YM}+q@!aNIT*QSUK7fcjQ!%S1ojA5}WlU3Q5~ZO2
z576MccuByA2-s$!k05T%RuKKqw1^MjvS%~rocX`Y|DAtl=<N)>595{NQYrY+JPZ4+
z#TibtwJ@!nhjPb<>$NZ^2sb8%Y4Z#Wk^t(@+?BMNXIFcj0D84TK{IZuC2FFpktEhA
zq_~N7OfzIdXk{~i+wEeW9To|qxT|U|!EQawabg*jFm0Ti6GBMKv{n?C77%rp!EC(F
zkQV6$5wXEiB;9WX@OvZ7#e`CG;AgOoI-T%X4DVW(VAAtpHwkBA!j;W>-0Li&n2fnN
zu+<Ns+$hefzqTyJKd$|@54FvI4NGZUFH10K6!ZKLfO*B-IO7E!E2A_QnQ?`EU+8{<
z&yQ}v+jId6i4Wy8%=RwX+Exhi@j~Wsl7=}$jA6)=eueJVMHtirs65TX_vf=ENu;E<
zT4Kug2_X-Y)#{aKElE})N;qZADnpsY#RN4d`U}4F&t=)1ev*f~z4`1sSicM}`w<GJ
z*}2kR^OOtWmZvRzY@aH`j)NL&+*d1&RLd~lzBBsy;=VU0xssX*CuCGC@mU^>#@j=0
ho@tK3Fu@(nnLymVH?8+aV|6rE|9h-P-(Foi@drGdk(2-c

delta 1237
zcmeH_%W4x*9L8awgT!e%QjyB^GA)51nB%$3xw(joy66Ll;L2DG7MeJ*HR-0rHqy*Q
zC|>>#kUW5(Nx(;N5%IFtjT`svR`7CWwBr-F>)Fkm@0{=V{m<7QS^bgqda?<7;R?86
z4!*QKn;|B&g5%aa44MvHt9ertaiw7xUxNB0&!$LWEK|XUjstPcbtR#yTEfb|;!~sp
z0>`!MHbIP2o$4x&9a!6&oyM6+DGI~R0u1U!BUCcEuyMf+FxNscqOn;*XjqOap!T2V
zlatz9&k!Z}58cPM1Hbk?J3xeTkpZuD5=24&ss>@vd~(H4h>KH!Nf^LUYXK@f2g;4v
zyv(>{z)p~trfK%uIG9Wct^=RU0rqc42%Ms8DydeO1llZY?3SZ9@czLntal6PaLZdB
z1lt8DcXCiW@ZjzC3gF#&__}o#qJsidp3Z^O?b{MbNdyeLt0j&&C!|^;B9}u5-3{+o
zFZ&O}aMQ<#az-`hf+c>&n;XL)7N_YTlG$9`$-~X~9Gq|Yspre)l9dg`fzR;<yleX4
z)(uW?1MbC(X}q7kMN45gYRt`;Jd$b3lE)w{NpuG$hd0LGpWL=)BxaZgIDIM2DEQI(
pcyc(hT#6Zy3I{X+lcq|3bn8X?)oIDH&YYI)zm#nJ?b+2czX3B*lnwv@

diff --git a/.doctrees/tutorial/step_1.doctree b/.doctrees/tutorial/step_1.doctree
index 52e94062cd6439ea8091a292cce991945a760f6c..e3732650f38a9b6bbbfea3ff00e8eba6ccb76e48 100644
GIT binary patch
delta 67
zcmaEVj`{sL<_(#8jK-6*^eh;SH!s#xuxGL`+I%#32P25C&p(>YV{XVbC4)V7N`_cZ
W<K&OGR42c_70G07xcS2E`P=|{{~KTc

delta 67
zcmaEVj`{sL<_(#8j3$$_^eh-nHZRswuxBzi+k7;42P25C&p(>YV`juPC4)V7N`_cZ
W<K&OGR42c_70F~~wE4pA`P=|}Q5$Fg

diff --git a/.doctrees/tutorial/step_2.doctree b/.doctrees/tutorial/step_2.doctree
index 5ad21f50306ec72a41f613b283a7ac36dc969eb2..9295efabbbceeb3b194f39f4df607e1efd84e073 100644
GIT binary patch
delta 2402
zcmeH|ziU%b6vs(wsYEc;3SE-Cq_3^eChh(GBS9M%K`32al;Y6Aq(<xHq^Z(H1d9h3
zhk~deYNZ-dTA^ZR2U{u@BB5K?{s*o1zC>)od#)~-?&I*`ob&GY`@U~~t80I&Yo$68
zqOdxmLbP%)5}gQ1IJ%JyYYe$UHjK16TzFpS4>Ji*ZmJWUVG0KY-9@l4rwdcXzKB3r
zF*K7w3ML8;JSv{;W*QL=_e;D-Qbws%uvg?gN>fa!HqS0xm_5^@nATDfxH9|jzYMO>
zTertg6O=?M%SD#xG-Z{KOLxL;H7IS4!qpd3ZRJX7^YO{HnnBZW@9kZ`GI}@JUe153
zww5@|RWHNd2Myof55=XqR2CtK&<w_zmPI**-sRT`jSa#B5Mhvc7~f5}1WP0}(!sE3
z4!)LPcB=4iDeTmFI9iJhh%qV{vxYFZ^uyu$k4f)UmR4NH7$%5IQ=z@Kxms+Pj&btW
zP=0OGR5rFati>SzsXOJF%{12mw7rHheEk(4R%4{;$C(U90l3|z4AVPFx9QhlRuPX~
z+;9e2)653O{*9G@i|g}%s`S(`CE@(~g3&q#(bfLr^{1Z~VD=}C9z)YqH(HGE4#n-Q
z2k5Rf%<aB%BqE0K7m^|3EpxOsn4s1bL6{x*(&3Z`s+?vB^6L*ES4*XsM96~5_XZel
z3_YwR2M9%iSnv9a#xOU7t!M)&6B(HQgH#?lz2gijqB%C15-1oWc7rl3ZX{hTG{%?(
v>Sfv9We48W&xK90ZP!QP(wDy0ueFmFowVqr#h;%iL!Go}q(x=B{w(qvC{%}5

delta 2426
zcmeHI&ubGw6efu^5~xut6lBvR-KIjCAM;~pb|wXzUIamV^&*Ie9-7qJdh;Nr+FraU
zK0N55P*9L+q%|Zqf}&@kX%Q?$VsE|nKWLm;ijuhN)k{u0y!qzM``-8MoBi#;{&rx!
zn)F#vOA4P=IY@>ld<@z%IltgAUdZ_|Q6CeY7Y6-^!=szxm}N5w2L&0BwoqRariue0
zCT&L9bQ%emC`935@oXO<!oqNGjs*oGk|PXzMHZBtaLXcUZNi1wGeOI?ZORZ_oqh0M
zF0Rm9^VyRa#SqUimSZ?Yab;uWw!bR|8!JOFzt#`eR;RkR@akCQ*_Rt9T;gzd?T%YG
z`}#_EIRCX8?x=%cI9*<Z#+yV$ch(9KL}(i0bSH`_)XRwA3c@@fuu#1Odv7IVcZW=Z
zZDdPKyzvxHmG8sW*2oajS-E>wYCGk%H;qxAp-NP33<bB{;mQk|&C0qNRmS-TPV-rW
z@urcW8AkpX%OmY?Zih_+^6&a0j_*`{>2?76%S-V2M`ToF$dN6lRX^RJDatg%5?ucl
zGmmWRjpdqN2_Aop##AF5Pb)BXOAL+1WyrsmfU2}paT~#8T`O)txHj0eXE}Sb-@DHU
zC!XC+M37?bVF7_*VfRIpbF45Pf(qtjYHyC5!<H8e=Bmp|L<4@-j~kqND-O7}tW=E0
zDUn2*O}O<UMWyZBdf1E&V~MfU7IKv?WvLM|SuZL1hU0=usi}A&H5IK~G$yF7k}Ai!
z%lzcSl2R>ZVkI%tg}RHDvM^E#N8wfLyk9MMT4QkW(?Hix+?yP|$)TT+-sJfEsp?G*
MXL3|_T2Dj20Hw^6761SM

diff --git a/.doctrees/tutorial/step_3.doctree b/.doctrees/tutorial/step_3.doctree
index dc7404b105205a751c8253b7a71ca9abb49545fd..f194011b3188a5c5bd419caec3ce49fb710b89e9 100644
GIT binary patch
delta 1000
zcmaELnEBOV<_*tn7)>W%aL5Ca_Kr%-=Ef$I7uw29Zg6B{vap=Iz*d>r!qi~%I!80c
z&427JGZLq`&6MBBK*7Mm%GAut$Wq7L#AvfjZy^)9;N&^|6&PYV&Dxv&CVXSZBB3+6
zenvSKada_@$&KxelX+$tqpCGE0gIoXWz37>y2%UYH&5Q#YRrcsYBqUebJOISHZ()b
z4Z()kx1)=j0mZkVT4-SeRy%JVnpz8Uuy{u&nz*GgSlqiyMb5}5RoB3r%gDgUSl7@{
z7sX|kmOy0<lX<(96)X(R4S@<Ruqw1L0C~7!@`Y{_6n9w|fb5r_%)Lm1*{qmr^1m#N
z$#IKHC;#dZMo~8!ZK%O9_@Zrd+#){{CS!}q4%fAq%}h)u-@cZN#NC{Gy_O3A4>2B!

delta 994
zcmaELnEBOV<_*tn7)>T$aL8jcnr!c=#AIPGd4a9$<OWAJCQCCQQ<>Ss++y=OM>EFF
zf9x(Z5~a4yl;6-m!NAPQ)YQt<P{-WTe6vh%Arrdb<T?En7-Blj+ME3*d}GHVp)<LD
zMmZL7R51$!)5(qPjgxt18KbDRFf;;-pT`iloGdtd3m>wJEsQ2Nv^PzzX+tx@*cfbt
zeLI@Ci2+c23#xS{=3uq+=Ao%IH35rvbfSryfy`)}?A@gzXJDSHYhcc0WME{hYiOv8
z;xaRku?>@XyOkBpEi6C^EwC#z2iemw`9ik|s=LfV2FOq5UZlZnQOq^@UzWz?xJ9Lt
ufAt8Xs2hzmq!es1_#$m{+#){{CUeut4%fAqjerUE_O)ar?&jR<wOjxWA{h1n

diff --git a/.doctrees/tutorial/step_4.doctree b/.doctrees/tutorial/step_4.doctree
index 352b30ff743c219b00d7f80628c13b9634ed8dd0..a7b5b3098ccc80e60ed30c914dd0b32e7890c702 100644
GIT binary patch
delta 213
zcmezRg8AzU<_$CEi5nXk7@Mc+8dxak>M9uPS(=&{SQ;CfPhLMyna$k5z}(Voa_)TN
z$=vgmh)}vYcm5|=En__k6H{{|V?#5LnF<OfdPWw8mX;>wmN34hnWd?*iILG}#utH%
YjK-4}zL+<;@_8KDIyE*+zKY=j03kU%00000

delta 213
zcmezRg8AzU<_$CEi5r<4nwY2R8dxak>M9uPS(=&{n3$NFPF_Dxna#}7(9+O!a_)TN
z$=vgmh)}vYcm5|=EfYNp0~1SQOG{&rnF<P~ddB9)M#ct~CJ?@vo}q=giGit+*=EKU
afsBkMlNY|2H@Wh89N9WGHcP&W;Q|06p*!*b

diff --git a/.doctrees/tutorial/step_7.doctree b/.doctrees/tutorial/step_7.doctree
index 04bf136d9180726b9b58d269833febfd161c2b98..48994f6bdfc07301d511e533993cd9880d62a09a 100644
GIT binary patch
delta 480
zcmcJJJxjw-6o$FIAr7uq2aCIjg!`4-8w3$bCxs%?Sg5Q10&&!eQ%5<AL!nABf>ZGP
zfX;3PMHiP2;#3^Ok8IvxN7ruW;dyvDS=Y(BPI|gYnUFASRp9Qj44rrp_L^^$MI0M3
zCvF%pWh8iQ37w54c;0!XDpELXNkXL&(1<H|v{fcfD1}C^9T6I8jt|>4GL_-|-MKZF
z2O^RNM!f~JPZP_G3ud_q(crPrS{oeomJ7wTimdXXpZIWo_2h~`YgW`g_7g%ZhfH!j
zxG+UNh2`Y>rB02h!hP;zI<AumC|r5JDN$Kvkma5=HR7_s{ISI2j}wCHUnN47EzW*c
WZ$Brutsx!Hz~T4&zri5OXMX{Q#jEE4

delta 482
zcmccE$#SuiWka(Mv!Rjc<oyvclTR)bo!k&6JvlY>IkTaK@n-)pLq;|eJxdEq!^v9F
z#*-Vo<tASbf68oXY`J-VgfSztnYrm?|1g=&b%COcEGCwwrkk~*ErG&DMw>4OJ2TS6
z;ItSKJ2qoI6AN>*$q(m<Zw5M=k<CcY+``-t$Pb-tx%diD+Q`zvWb?y0nv6iUfsq+V
zN_+DBW!jTxEWO5Nre|Sp0T$Xke;FeqkZ){cV7a+ufdxo84NP9P{EjP&rGc^K<cmMG
zHg9<A$_V2bZ`OIgiiz38%or-=%*bY-X93|GZ?6B`$hg_z8xte5xslQ2i9f72eFd?N
X4MD0WZ+Oc-x$L_bRt1YM{^SM#NLZ}d

diff --git a/.doctrees/tutorial/step_8.doctree b/.doctrees/tutorial/step_8.doctree
index b0e0dc2ec0cb64c47b306f32c6aeeeed8b16187f..ca127dd0963a4d6b41cddb0d3b2296d2f30f483a 100644
GIT binary patch
delta 1375
zcmeH_&ubGw6vvrOveI?it_XSvB%5j>DjDb3&JXZVP}E}&3O%(dR06H((Sv`0C&A_+
zdkLPsX(-Z@(0{_4m)xR8joad(DUCCm61|JJ&SiLS-n{SU{n+mo_q)Y+ttO(d)x6|!
z1;dTn8Ku`7L<O+D7SD4`5-DUtll2BA)_128P;3&Z6{iBWHX9zHJFhn%d+=ss;otM9
zXGI|;h1#IfJ`UjSK@=HDjRn&2^_XF04D?1-Sn4nO95byG7YePBGlfwMYFQmV^~)uJ
zjg~g{mVKa#nmq2wIDppY^K<khA;*$wnf6Mk4xOX2&#<9HKyQ2@;+zXZm6F6B#glZ|
zM-O22%Xa?RSQ?IbqQwMt(N8cT+R9s+rM^}9TDC4j<wUqO3ZQfBTud5UURG}p$|Z(H
z!XO^p2;~&W5a?!C;pzBqN+GnFQ0`ej`_qnu>6}*CiAcqGPHP+HXdk983h4f;59nsv
zM(DEbXNnOj=Z0fUXFL=YiQxo(e7|OU7^Hjl-Pc%as?#1qA6@JMygUli<q*xm>~Pi>
zSO{Vu9$t(HrABH(jXjhTJr(VEVmiXs&+3VlYj%pL3e7Bba_y`Mhgk)VM`1eSqbPk|
zLMxu+uF~5DWt1yzK5^-ZHrm}vLhail82-Aq6CbR3kzi6N${m81iO8q)e)md%R=smn
gG21rEnfvGn9p4I^J$!q*W2ZazKX+_*7@|V>8#Pt18UO$Q

delta 1371
zcmeH_OKVd>6vvsHn=9Ttno@i~+VrM2&@OVF$DJ3r5EOK0H$qpH3Y9?Hw0l2*E5YU<
zvk9)<)gqFG2z~@VfD5yW8YQN#Y{+%)_~-`^cb(nLoOAxa|2gOQ$Ui>vU$k2&fxXrh
zFCj46uAftMtBGX@2lt{G7Go|Fk!Z5jB-p;)s)Z!hTqwy1hP|DpNBGNUI}bc~zP<GC
zb>u_XpDuN#A>966nbm@5%c7#I5sR773hKieTpu)i8gm8FAcFQuBcQRuSVDcg0`CXa
zJdL$=(m%NwkeG3*UD9qELi^)f8UL<la}*_}pGPauom6e8lD0-ay*QI#u7zSmV|#>v
z`j<`E_;lb>wL_r<JCx3}5hO98+y*%?tMR#Nc?A6xVDUoePO~SjxI^p=tNFy5Ngx_t
zE6cw)GGTv67fRU#GS@UK4)wtTJed^XZ8}$Gr$0hq$E&HNT49oCdoVY50(9Rz&Y`<c
z-=G_2*F(#;pC(4AYL@NA_AfN&Jyh|rX4o8hXw^goG;iJ^RB#a{MW`3ZSW04zeVxz5
z%~}zap)@K5Jm#Dbh(?zxoKelWV41Lm;ASmAo0)Xi<1}kYHpuq3MdRmD<aE0}TJ%nP
z(;2tSYad0OiA4%f#XQQRb!d%iPSU>AJcZ#ydbw;JN~S5xW<prcdc2UUNX#%#up5+S
sRAu_FdaEJY@MbAyL@J!n3{Gn0KG&h}<M3?5(z6ZwZyVMd6;ZDE6K}$whyVZp

diff --git a/_images/convergence.png b/_images/convergence.png
index 08cadbe07b308bb7dbef055bbfef2b33815504c6..0473c88b02779d060cf0b0c7c8b9f3476460c9c1 100644
GIT binary patch
literal 17655
zcmZ{MWn9)#w<RGh-Hj;S(v37y(%s$N0s_)f(%mWD-67rGARW>mIfwhs+`02%K2XmO
z&htOD_u6Z%P3RXn31mb9L<k57WGP8eMey|od>p~Ug3p?oRuSL}x3ieKvyz>uvzvjV
z352YHv%R&Qv$cgGnX8GTlZBlvD<c;p3q6^+v$MSu4-=EkfByoboue7kR4FDO7zDvy
zQo{)X0@dL41F}f4&;kNN)L2UNld^l-NxH{ZnfZqS!B{kDVKj{DQFRPaj?iAYC($pm
zOBfX93KW)7b(*t29VMDGiaPWRn)!J%Ka1+Z<}M<Z$PKAzst3hC#Hb{A`1q!c{WiW~
zkLCJ1f7EVx+H{-dG{AS8c9~{|j)v~nvpGXYZ`lG(gfehu-?eLh_zoHTH0yDHMMF+b
zKGEvoq^zQ1u-fcWw@QIhC}&uU&inBr26+rTlpn-=g<c|!^ykmQnF8J$r>BvfokA<E
z9+(hln3w^6&~S#=hqLC3)f8hH{8pu>4qVp+xd^W6>Uf4mM(?l?cZR_D%r;AGA1Eme
z*IGT2KAIpxkWo;;fUzMavPIzX^78P0c@fFA^_wf5Lqfw+^JT`y2Hf4b6Y+auK`>j+
zP>-arBMlA?+B-PJAUZiZehfk;EU0}Z=5^H{h$Q~Fx3#^!xwmJQMYUmnNa^->js1y$
zmw^E}GBVP9;u|{y8vMrLVc5)!@(%)b#OXr$f!SYb3YwZ>0^ax3WmJ58M4OwNANPbs
zM5=sWd~$Cxdsy7S4^|Q$lxXnA0@C$Ugq*fN7_{nVgrm69?gIxKTC}ybqcbuhhlV~w
z$P`UaO@Z+(56kVju5n_K>f74*o8A6K78OxL2st~miIT@CTl8<*Uk#Z1^E>UzaPjiK
z=jSK>^y$<7OmS?jbx#oTLZt!p%Ia#B_2NhCrP@LD)eZX$={MJds%doNTtt*`D|vA}
z#lipCH0?_6G*5V3Ym`EgZkW{n_vH``7)@pbF|p3cTp?AQiFyV!qPGhRGp-d}L;)9%
z@U9LlXy}k>JTQO$K<w;%i^tZtLv1~Ss`TO4x6xT{`(yvM`|{mFU!PEiPiLK#kjiY$
z<<5?fCr_mjoc$9I8sTtYsuGjCz}x~l`h~DgdI_znfOoUSL*FJ|=snYdn3(l_nM@Id
zvI-=XeDx7`8jsu)?s2ZfVu~iFqvOIgksNX1Gm@(+j+V5Qzwzkk=8VH(hkk?2aP4|Z
zwLauoAFhy3`($(PCSEESt*gsgT3RWC4^rS64-L`p-=*J(%=UFe4-3Y%UZsuoH$P}d
zY3Y+wuZuV8?L=syNvcnozCWh;Q3mj4e7j)3ArnF{G3|8Q7-X;9m$niuG@|dX;N!8v
zhD34d3UU)cpMQm~uVZHwKtP2{OV2E8Dl1*sbJ$M$c``+@Q8%BIH7`mJ>v{t9_~e%@
z;)hA~?H*GlOljQx*)T)Oy04}N5)Q7fe(U8C`s+W6N{<@L2v2=7t>BKw>a9e`U?rsQ
zK|un+{$<F?$(;@BQ0v}sSU9vD<<hwNYkc~T?k8+#M3Lz3wgLD!xX`)ckQ5Y_jMnog
z>h*6WWlgm7hiZ=+?4a%15uEoSzCN)x=x)#OjOXi*CqonQ{eHF-4acz_N>6+H^@Sf(
zUyRQkqV<+!;}DTv8=lY8IQrR<Yw2PI;b!(%=kt^GL8~3<<<mqGrEF5}?{wag_ag%m
z=Pn)|oo1OVkiL7w-wL63lals6SN0j!zfDMr-1}2GZdjFo&2A3ygBVG>{q5s3?=qE|
zs0B@>C;LP(CbI*%{dSP<)1E!sP7}tl%CBz^w<hDOEpT72<0G*V-*i?QjL;qb?MQaj
zMvss0oGbfQNY%1?tU*lp$DVDw3H^9PW+T-uX{(f{ukW~ZEg`qf3%cW}UwkJNbFrvA
z<mtgrz<Yt(_pb7=?JS3!j55e#$H=fzF*28BJVL+YnI}3XyYaXSdLx4K?M!qqT%`$;
z{Vk)G9;Z#oUGsFIANqR;Jw5#gSB?^CYDQQ}8Hi?A6LEG{v+53=mTI`-f392hminsx
z>4}NKG)e`XeSLjd*Qd(^2|Xo^_I}6(usyT!vM`E@NkOeDbba$WZ9_Qsr>EA&K35@u
z4)@n;yTY_A(ZwYF#d?B_D@3!=86z3|so#a)L1tOamk-8KP*N)XU27X09gTp3g4*wo
zAS9UOc0bckzsJD9$T@3m;6zWoED<<94nah8w$$Vg3>4M#mHl&E+Kd@NfUcol)ZRb!
z)4co5dzUz+c?1N6cWn~Km6goB{r$q!SVQq*qN4gswHA^xGQF)Hm&_(ZSP(+4t{ndU
z{>G6Wm%9hc*!f?dn=T-0c$%85>j^Q9-muye64pET+%mGNoJ@(GyU1sjs7+ro%MrQY
z9WsEpY$ASqd~97^SC=0ahDc715#IM_V?*fn@4A{+Vzz{}YN2Uv{U3OQcb}yuiwRQ{
zRK#lCm=yH0T!~|eR8>VMC&iD+3d;?n(Y5d`EG+DuokatD>v}-4C@(LUl$BNSSid@$
zc6hk4k;xPw20>ZHb2XBf7ma{`)``#kOz7ZxxgIhyGUfKA6S4sA;gC+FEupKj5<=Gl
zhRZF|BMh0iWc6uhXCx-DN8x++8V0+>abqLb#o1YOQ-MSjiSywMjR-qUa0z;9h<P6(
zxs}zT-}q9B`SaJD4gH;f+zO`2KqT>_8&=hF<&O3QB4h%zlSLzcIfp|6apEeS{~f=5
zgL%n?H8lyeb#x+T^E7wIV3ryZ`RB8tD~%EC|G+D8@pAoMPmG4RIz|u`ukNH3H@bHo
zEyM<Adn#Y%T~^%zQDM6gTUUKUgT(FWDmpec3`9s|WRT<sf5{IYRbwryDj|IS?Ig!0
zwDCV!8+85n-5&{KyJ{E{Z7KYwRKrMghak%vukg-&w_tY@^6@HmcT%1En$$b^37^$8
zIyM$lLsRo-KmfGM@q&V;D_F|I*<ZL#O-(T!9fCR?K052W$~m^QjGJW*Nv9Tv$~*IE
z+#)k&sTav-(oE<SRD?y_voy4ZPQD;gVq40|iT+YW=l3xD9_et1`0m|1<4X2=?yO>c
zTx|3RA}M9<();E@`Ox+|{~`yYKF66_n#n{xjHh3BoJ1hBXD%%!xA}e0w5Osf5W@{s
zMsgoc5Jkd4+xdgnXq470Bq<4h4o^#9|CfZ>2=;7%G;G-0Tcfq-8w50GDg6&66N*YR
zR3s>eov@3CR5r*p&u|)CtOb1gL#lBx^Slk4E=ih+6;e%ey57n8o#{t3NM5&(gqUJ2
zGEk7L2fEd7%-6J+GmhZVy_V_q#@?#N8CVQjj|x6Udn7p=vX2MqyXh|Dhc<;0%x~K6
zMe^31QZtMXLkrx8h_R`D&wcOIMZ*0Pp=A&pEQC9|j^g&y{6uxOq;_xFDTc@c4_l**
z1Cil`&im`mWY#dajvsHy=-<L4vpa0W>9&1q^GaUc&yyNj6-Om8mizGZ03D2Sjy80S
z#kjyTRfxK5qgnrh!Nkh(jBGhjvu;Q-!D{I2Ouv5L?QgY9z{iHk1$7S3hr3FC!C2Ry
zM%In`N1u9vtQS3>nhnDzeqwAq-6kuZbi-h}jm^f3$$)!v!r^&BaQWow1U*+aP3BBj
z$k++94B@=rDV$kct$j3$l*GUMJHaZfvIbh<DXt8u{W--%Kta^;BeNCGuu8o#LUclZ
zZo`a0qdp;g=+4r~^2o<pO3}`xx)DbPo@Shc`jqAffv@n7w;k4A)>q~vZTXSiFw32_
z=3T;3sp*cg{_)sK<*SWdaW?#3wC$1m$;doWYl?dt{yG5z`B4TT#6mSH<x<g&5gGi$
zH=V)AO1|<c*ho8h=AXM+=o<CsHxvfne?LL#i7mWm3L4dHqWnarA4%2XMyHB4BT8>N
zPr~=RVQ2)8aRD);2|J*Z6w2XpQ#N3RN}>Ge{+H*D<|n^TDKi<l63N#QlziTZ-@jK{
z=T1&qf7naH)~<}Vr@BRf@`dj$Cv17Em?;GD13y={X?L@0q*GP^&(y@??+rfg02V9>
zNoRqq%m%mVr#4*c>@u`d*HcT>LQ}cQqH`B4H7ui%43?ya0c~Yv6}&vb6zX~LC{ySh
zsdy`!<--gpE|wVXRIuQ2uqBEpPBOx64cPNR4<5HHmh;rwW6ktx970?WygjZtWwKh{
z&D0`dFyY1Z=IGLwDzOE!8nzv7YYMjSESbZ?77|oFoA0d{7*ymtv}*O2jbmbllu(_1
z1kI?nmXsi_`#jj#+!oGRtXK1owR*tDdQ%O@r^|68cOd(4#d`MZpIDS=A5B7Y`L5}Y
z(uz;-GbAKf%bp)qjOeML|NA%cTa4ORoM~_n_LN?N7zaY%!Xk8ke}CyTTw@~70Mi<A
z^?L-9&G-2H;~BOZYD}ibM<~@yJ)39-7KFn%E4A{<8T}ele2u1h1L%#NeC<XC291CH
z5i*V2+ZvUPxVm4ydTZdbDxJ)PCYM>p*CgelPKoVAzZ0o++8bLs4qqfggJ+)gr8T4)
z=+1AlZqEMfK(WSsfkJtl{%y;#2j9{>M_a35?Dr76mDMg02FaL=JcX4l9o-E#Us}AD
zmf+FVL^l1`i^UpiJ#BOqm66Hb<y7vB-hP7Y%d|tu`30M$+E2E&j45muP*zq}Xy|XC
zARRvp<{d%whh$w8{Xy@}?QwWqb7=Y~?<L>ciUZBb%NbCQz|5V@5g|K`&0_dwI){*f
zBd>a&;jqyKNxcdxBuvr9W4eLq63O>m%#^-|1@EIDj$&MqK6d^oi`oxtg5uBGf%0-+
z{qw7&cZO0pEhEb+tow#_bUEBx5*e#B%0Iq@7sw`W*^CikQqR{?Fhp3ua@s1Nu<RZT
zVj&y#Gv`A~*cn4Hzy}I1EHA&OqeEI;T&!$ps8ABNk)daxuQEQvc;wjSWV8D~c)LG1
zP33N~M|XEO9;HCRk(M2#J|fes!mSb?2SNH(pL{2!zOj+diSX%4X~#BqzJhfRgOig3
zX45to_7m-b@5>V>kLz*B!E~V!zyzR<zyzh2R;o8EukPu^$E||?u4!E#==<;mCg$Tr
z19#<%-()srnlLLJOkU**@3S;m|5?cvXivlN^6sK$qzp|V(n-gp{p^<c`(0T7+;FsP
zgDWiNJN?OG4OL%%|7Ve;3~r|&&zob56!&6S;pwxUd&R5TkbbeK_g@j4dUoh=c`|);
zEACl8h7b{BOW@efNA5>(hP;8=*=cdZ4DEyUR2R9tqM1x!5Y=feLdmu^5@B;=RPgk)
zxosSK7rRwhTKd-e7fj>PbRp`{(2(VhiP5RLmd5+TS?W@fdIDs6W84M{`KbwCCtvH<
zT7^A^s(C##9P_Z>BgQ6XW0mPtVmlba>@_O_<wX#Y#70(cRl@vo$T@5*)-yEfRuxF}
zf4+}Wu1w{y3ELjXwD6J7;0rAn+A?u?J;5z|)@f<(7$??CgK_a{@$a|v-xM5Y`cEOk
zP@2##G@v%p+uc!$eB}!dwm-l?k}3Jka5eERON(=3m?@b)8K$pqB=ccjFF7!k^0@>X
zdjzG;O3gIU=RD{9L4!2<?Ye`5!=J;$&$hO<e@;*3gtMc!wze!CgtPezQo`mx)G)`w
zT9ahiTdsL~yEWh5W%Rpvcv&Tk4lF+`^534KgDUq?law^aY47dJiYBX1>-~(_&>Y@u
z)XRflj?ut~dz(UwWZ{;Iii)J1T)*JUV?a_8-tl4$oRpN*+3jt`$*o*^76?*AzE50h
zN7otJi#w&mXY2b>>#;ubMdjmyYUM%+6D8O!a>5Tcotr)M*`Ksv3XV;)wdrV~<kA)Y
zZb|i$Yyosp{{`Lm3Fa++H__tlF*t-_(UKm33b4GSFhaAm>Mb7|JK`Pm46R%F&2XnI
z6fVb@L+cQ~!~=_}%C8RtL({>@6t#cSF#4qlhxmyeHMzNGC`>0aUhHa8LUc6sSNqy%
zg!#63PW4Aj!8i}{T)v~pT)6eMj}R3uUdXrwx<Y0xV;}brz6Vm_k{e6FUwl@v+p%6Q
z;FGP7#jJGsb>RhKtDo4YTvI_rhnvSg*6@aW=|$DWi=D8-_Yl!>y(3pk4REUErGZ~6
zcY~EH<ue5$o}V6idU~M!{QRbR;?j6r5S0pKy6(=mS*+&hW9w}s`Ig)_x@VB^W?ka6
z7dP{IUKj0q>6`r92CIS6!4H&+7^P*4|6EV7Rw<<au9<?n)W5zw^m&f3e-0;!Gs@=J
zZUMsixah8ZM8-A!7u{Lr3xvyWqNNSVpue$H^0a(2EM7O(7>I#yzLo2=P%0%PB}uk<
z-BNOLaw5XRX92#!oITw=$0WndDJe`%f*xmjh?Q>8FeY$iruBTQ|H`R*{PW+k67q|y
zxO4|kkE+Wh$G;?#XPb4U+H~~B7Jlr>VZ6LGNAU_8QngN03b&^vM;0qd=KXJPVE7~?
zFOAexReu&17RtqgsfSHXO-X_Z1K}p?Q-Jy9?x?6}t=FyXE7U|sH!(4p+~^80i9{8+
z6Y^Zo76~>73=R)}H21}PTSw7o7zbkAt{v&u)FE1|3gimychwDM9SUAvIlt6g{sySa
z)LP*xEY}akPqLa}?Cc$_1!=NPhG}V5uWY0U%#iw`Ars`ak2!2F;NBCF#oqY<B1BnH
zF~`Y-9fT&{RBIcX;;r@4GsCJRA|j%FuxYeMi;WKN8MGU}*mx~B*cC=cqb2u@kIU~p
z6Q<VsvmIU=F$H!L--(dr?-tUw{sl*u5dh<!tM^P%$cA+};9QemT&pmyBqWr!7D+xd
zk7rU5a4SB!E`~E<qzmX&Gz=NP0kqf8$EPQYe-}HowyQh`*)-s37#Sm*T~BD8WQBwv
z(s^7yTM&EQ9KSO&GYbm|$qEU99~vB--1Qi7?M*nVy`UN8V^hkuZ_u4giCpJrbdy&=
ze`v$OC9G#M8!uU7C1vrK9OYH#1OOrA`1nyq+Sa5`Kt3re^^4lx97E1vY$ySTGQ)=V
zJ=)27#qv`B$ZIuNEV~X)&c@D8pjLye)ciUWKPKONYi5YDt{@=Deh^Sp*q1P=YiJsr
zgj-Ec7gLd=h-cMaB&#gt{*-`^MC_k>(F*hM-jnL!wX(w5oS(Ql?DPNObBTO8S%mL&
zGV!inXQk?Wc(}fmRaQ`0S@M#eny;OU^8wW373QVc)4kO$M+vpl;JR;(GyQ5aOT%Q9
z(NW@Z5h%>U3bsa5Ip;lT%Tad)4ArRKvHJ0RUH-JW|8!VUq4-I|Z}8snrQLEzb2!1&
zu&E%dTe$wV&6fCqPNALOQ?%9`JtjT<5PfAf-u&9KM?S(5GTHl>N<Kq>EREZJXZ?(W
z({8O76pqe51|Y5GdflFegoQyth)PI^e8Bi*TpLa5f|OY=5Rys|oVcR*lWy6|iwVjH
zzB3|?kn$j0vR8axrv=LndvB)--Dg*Z)ftI_(e!)<Faz1CmXzq$D|mN*Fn4k8PZ|Kg
zS5neYR>_V|zUKF_UfN@3!=OP$MJ*f`d`W9|IT9BYrJ$hrv%Q^rbHZ%Y|JKpbkz86@
z+R@%V3q0QEVcYd~**4E>a&U()Zf^^Z<|_!FuazU3*$kzNFw`dZ3I(XT3Za@}S`K~|
z)NU`K#NJQ|W@?nv5H2j$87;ZgOz<D%{Gel^y8mZJj*2?_zOjyd((5mJe*Wy*<w3}g
zi&8LkQPDp~M|5qSEzO0Wh_e_G>%YI3k|>(JP(>`<b@Is+*@@qwJQ@zewnkD<cU%nl
zMLRlS_E1_9X1*?vv(~1vzFzrmGS%*5zBchEQ(9Y<9@?VXTII6pa3iiDSAsC<X~wRO
z^w#ZB&b^MV7n>(RV;ob0Hqzu|ne2iw?3Xix0yoX3>Vy?xb{E>>62nDNtNx_wO8uc4
zR<m!@g&JSP#FUkpP11tlm@Spl9SGwQUn5GT^MN9t_dOQa(%vK%qr4-VNDH(&w0Ae7
z>M{ocV&(K4>^MGzPiU!@D-&%c{(LiedEYhcZ}uV6c+F;P2c52pb}4hYxsN@?;NJ+n
zJj)D5M??G|EabAJMMuNz!9YhL8SxiOI`5?N_6Hk91o(&16!soKk)Yw>g~$v1%j0;s
z(VlAjWb}x4|K11wA7li*$tq4wST*zh-lw~pl?L%-SqqFmpC(cEXMfR?Hi9CcnJd1i
zXCSywQ2sNN>4<(9r`Y2)E+{`I1M;yrL>d$_T84kXui^ZN^EWfd8m1kNR!H*uT=g|C
z##D85qNfV(Ipr>~Yw7mfK)3{jm$!gT^=jB+8ArV>1%`KW`mHcK3yaJ{S*X311|+X5
z#Cr+Ld2v?`uOycv<&G*I7el2)&b2S6BDTWD-Kb8MnQ{JDA9g7}N6q*v2MQxY1nvZK
z#k#_RS{K$zZ<-8M@TnJrz};&&(aZ$0qOBjp2XB^vjZ6LVyYJ1-v8M_ac2#1Z+j>=p
znAnKD=^#cucD-SsW5cBHGYfBn0^@>9(nX2m)xrX_m)!}wq<40<5Xco3=a)wF*T;kO
z^Qxs^j&VHin5Q}MWt$3QF}grmU^`o2OWN9qXTFvOW8dMMsZs56nAcdIVw;;H^Ahm}
z_n1e{z~i0xDM4sdq;H<H^E|ALKOdX*Z=b)McC@Ori3tQ6O$8PhUDrq0iSuvEsgvgt
z6KlqKT`L_!r7XAmJ7<dNyOzpzju{F={Go8jgg+QEg{44l$$tBxPxax0{=>})#JAQ~
zK4Vh?U#~zTyo7X(AOnS-v&y?{-Rpg@ksqK?NQ^x{08F^E^aCGOwcH|Aw2~4XogTXA
z<BpmNHeE$B#pKk_!0ga)qos3zr21|X<Ex6>QVE%TT1^q(LcdeVDAVg8S@(V64+{&k
zzdhAiY4gHWDwONf^Tn6rHnKi!z9_w18uP43PEX~1e_v<*hUb9fNu1s^to9HAvaNN&
zHoE!I0|usZfE0S&*Uk`tc{vKep){vwl(*ZOnI%|%QSruQf*MYM^tvrsgY`NWOZZW#
zCzxx2YZ7Nh$YI^t<g_=@$~`PQTV*uB6K`?p(c50!rrqs-MRl;>(IhxGP&V%&J<{!e
zaxdwu1U9;cQi{dKCK*E`-O;8O9(w$Xjdjx8!%4%Uo=b*d&=OoC8d~SdneEz}wXaG|
zg$tWKo!=nomq9{3X0Uu?Oh2A7GvUw1+=3OEc35jZ1yx9y?r+4pDCXdy!o4PN#X<Qu
zwbZ2>3Sn(cM#|I#rWNqqogpP(3bh}e+)SJ54aFEV%JGdziS%uAQ#l}SPa&Q5X!T&z
z_#ckLSDR-y^!$}8muoEodV58SNzdwSmN#-nFoTRZt{e^m?kvvnsEMf6ZZ6|9Ut?rr
zqMLkSbH~3R8!hk42wU%I(WaZt;BOti4C>_vnA!@MY3Ukyzh{)|qZXR$wvND*DCLY(
z0N;)M5P9@Xxw7NmE}={kGo;(;il5|%Zd|>ues<1Jq&rDiaD;F~zS~@Df1ld5HH1~6
zJgtxYdZdEu%GJQ3S(lLqHSv5ozfw7XDf0>ac$TEvlh1B0nsrdm4|=;C&8Eo9h)SZC
zv}a?yBQ{qx<KI@aM>EAB6}wJftFLt4V8Bii34FzyFV_)~Ffq{OHkE)5hgHXK#b}ZE
z8x#?LeE+e69+k<)7a=p_5zFx7Sc)7m6r@tpYIEP4#)7qw5SkT`lz64Y8-i!tNVQ|1
z{vNW~3@KJUUZO559nZ-+cr`WA=S6&hZ@tYh9pZ<Pgn4+nT^~4EZkVjIQge5A?^Ilc
zb{hG~9L22degxHAdrIz<A*AkXiLSf!j6sq(r;7#|>S%MM+V?R&9_9zW(VLwVa_3dJ
zdDoW~9%RC5+-{&5_(5Bj<b-S);w%-5z!m&x@z(k!5sO$K5rM4hc|h?77S{0T{+gP(
z<qQ5b>3>)i0#aeE>~7EI`hzeeI~}1Ui6rgCzb}uGB!pfYjs*mEsPD;fYD8g6zEa8L
zXivM4YR`j-sjD-?^e3}+zB~`C8HW`WL2%fantpvR0kt=7bz{w*Ui<QRDew7oJwG@$
z772)SGetND@8V%UoF9Jb^aU!u739NW35b|D*6poLs`qt<Fi2k%`7`_i125F!bam-V
zN)%#xWgbp>7n3Z)%2}1S0#dY_as=E(m+M6V30^8r>HpaU6k_|=^LkWtbabP<Cb0Hh
zsw0CBRD(YGZQc9y=y2q5l=RH7`1qockwXELpD{kn@V$Y;sit8XH`Y=4!8iz0x3k8d
z(Dq3IFLh^lc8wA969p9&+%MHK|HMSxHTP{~cQ3E^6cl2!`s2m#-(n$)KGwQlxt=np
z)o)J0zFqhTVF6<S@JWdfiid}FKetl>KJ|Q@K`B_AT07KIonf|vmw%|kweZX^fh7mt
z?0Nnto11=lc^@9ndQcl3wqe(NU%YEob_@E8ow(TDx(B7GSa|L0wHE{7a5owzQGM4Q
zri;8MK1BD-{<1ccir+~YjI#=3?tN}(X84G3bJMxiC)24`{sxC$Kf^SI48Q$a>aP*w
zS#hJOs7`1OWq9gu*<l78jS1YB2mfAi#7`x(my*{a7$P;TY34hha|&d!_2%;sQj-%>
z8OL&ctd4WY>w`E{apHVmp=uYXY0R(oC+|*M{$e3M|G;Nu^AbsdbXi5{jnf`&4~yZI
z*s@*IX{uIhZuMtivh%Ys(h8_=@)czEs6LEdEz@M7us7eYaiXEI_Vn40-tuZ~T^Lib
z`xhVNki_g~<5H}6q^0?>?7rUSxW+hKCYeL0x~^b|P*wz}wgwJQdbk<kxJ*ODp!W7;
z?_|+yC2mFMWI%a$`p(g$WAzysQt-`&=a>tO+hHV!A5qDBtZIgJey=#K^6L{T;bC^2
zn-1hEu>$0un-7~k!Hy!$IZnH8GsCRp;~T>g(sXm!47zT9Eh8^w(3UmEV$!LJ`3NZC
z(Mgvq)-y<_+gyEzUHX8_wu_StWn8<}g=lSnoxVN8ME?fouJL7n>*FT;amoUq8kFPo
zwMV!{xIe;Ss{~bHOj1OPxLDgHci*jW@3QJ*#?s7x7=*D~HB2yF_a1m&YwjCU^A!?l
z39<YpW@19|`SWKoobXo-`{z%LxVShnR#r>^PCYq0iwWPjz3tDpNCZG6SbMQyucI$3
z6Aqu=plhYcTB4ALn1^}VTo&Q2v2C`VPw|43m|;`>*QS_NVfJ(Ad9!dCC1g)z`UH9n
zC_+L)?G{($xw*N@swzJa0YLc^cD_AeHHR;kPUWt}?4Rqe@I@73S^VO24XcIO#zh^H
zc89CjUR^qRtL*J!ngCea=`2Vusg>5^1@fBOI2gL~TeD@ex*$d^<0YQtnNGva?m)Eg
zz9bGCf?mU_tKZ|}1O6~bZ_kv|n!kOxa+uowfW@bBO!Y-fMbhhMQ16Op-k&40);v41
z;6uqcD+PrxqsLV3CRI!u9npuI+10^6dU=0;|Lu4ofgnpxkw#H+e7bje6`wFEWjcF9
zF+EP1St$V#Dz=j%ixi*zIt=_9da*?Hk<xi(jq;Nf3&UY{FxKAKtX2Rc_Axj_-NVC3
z5rmxLHKwC^!93*e-@n5M1+0<%Q}gkSq@p6m{nY`qo0}U5j9a^-skBEIS699F*GE7I
z3IrR2MM$0UX5b7f0XJtair-;xk~sZ{S(yy(n?~u$`Z#QzMAX85nM@OhD}DIBq2e&R
zY{T#NN5u}~fERLXz~Y!~50LtP2jS%6^74GqEYo0TDBkjc5C<n{VL=@}@PhF>Iy(C6
z;$dK7ve>Qh$s~9G95pdBdrwU*xtqjkM*^|2P-TS2X-lNpU>i{obVs^}7m<o;N4^mZ
z5kNsdfnAj(b{kKf;pC{^Ie~;5M>iiy#1aDpfC9!GvoSpJ0LH}!@Ye6i$>rtc4}2Ct
zc3@xQ#Y7BrK3QTv*!v&ap&{dU6ciL^y`H=wR@0Fz=|o106#?}1fjPKa_EW^R4mN%P
zzMFR{$|^IT*Rh-YG__crl*x1c80VnBkFz88^2B(0YCzyE9TIb1<r%$cp%`#mA5<a5
zz!08d&ifgX=j!SzDJl7_rlv-BP3J#aW856wf4e$DM9BkhiFjS#c0An>($Z;&BQaqU
z#Q(QBgoMvM%gLAfzUpzrQQO@fvLomT(aQ=MTMSm{=XlF*Nm*l3I;r4uvLgc}Y!ZL!
zs#5yVd~!Q2In>=&xY?MpxJb2F0emQ|&a`pBXMg(7FkZ(CRli3^`@rV>0A`h}>S~Nk
z@0(<~rv$R1>@G5Pg79}DLHfU=-x16blaNH7o!KWlWwYC$bBpIDtFVH@FqFm{^A+lu
z@Ttn|isZ`q)Z(X4kt4MC**A(#KGz>K)8Y|O{{HILT`ot)*yf@mP|kmKH<s-*j-7H%
zkyL_21IndJS+PIi<XauPt$X8w#eqjb5eHOxbxqCr^TUM#6FX40VGa%srX~|Zq7xEe
z)l3u!xLv|rIZn=2!`HL31FiMHihQ7-z>-}N+TKo9l=UxTK*A{j`Vem_&3q85S$3Cf
zq~A|u%~y{PdlbkzdHMOpvxdLA*Vaf@Tihg+m9Zemcz6iNV<ZpQ(v$|!Anf2;Bc@~J
zdy11|WfTG%q3lRK31e?$g{1<|>tzK0iPjb3bq--C8x_@PKWw8GXlvD%;$RT$r&^<Z
z6Z(Kb<6VaM25Lp=aw&z|iSp)TIk>cx9&j%N92^{Xdzrov5CG0~<w?axr>2I3i?$73
z6X!HBP(y}rTb?1dxeRJrZrUEBub+)qN(-p+>faK*KxjJpO7s=&Nt2DI{^M6_E1gv#
ztDG^0ndw-QarR^_>dv?~(}gt*Wobn9yY<zE(|>Vw^@YoN+gRDyt~3<e?;&ulS0^PZ
zA+r><Lth^Mk(S<h1+LUF5HtwQ{8GT%EdPK}Nb&{-(zgWu5d*7tZsCy3(CaWJ=3<B)
z0ppeHXuejVs+Hw{hw*Q-TNhYq_a-FuxqJ8V<3})uUy7_Yw)S0f>HiTvzv7DiNBF$`
zl4~b!bkRQO7{(59XWU73XS_jGS<9?Faz7%I;Hwn_H98nd(WSh{qMGgx)d$`R1x03A
zz*L5TW}b}<Jouu(O?M!Y1)$OX?Ct`>0v{iLrcj>rz3nbONqdwH$%?0YcyswliG7Ec
z`V8|B!yvo4*Wpc-%jTm8IVtJR@_<M%#%h~Yr35qe$LEFD`-DQm2Y=+dcXF~+Ct{HO
zsFm2GAdxtyV{dQ>(>iy;-c<emg~;zk+_%@PpRkl)q|t9q6zD#6LvQ1)2*|LH0eHKt
z6(9;QFfs|ylXwcN@bB=?7rJqaPs{uvkb19wxiboDG5p0gtFO<xLTl?`1|$sbmDa&D
z6-z}`*soXUNPAbe>-YQt*)ammU#LZ`t?7Xf)N9Cs!=$TSI5$spDME&}vAXtmt0L65
zt4niE_|RfjskP}vR+K2Db9$)Iv%v(ObAsDRT@`#X9!Cn4f$lIv-Pou0&Fpowxp&4P
zT&0g58Lp|WHs7Dfo~bktv79MFhk=1n02j-K5xX|1qG~h|PM+k;x~w;Lc?&cL?3d3z
zVQV&6|3@`{YEvuc8x}USlXt!@**Zc*3^5&7C2<<<@-rVm!R*ym@*5#o?&^Y+h$Q;t
z<0C-A@A=(mAktykDzeModN%|UQ=aT2vts$NVZYd&%~{X6*TA)<h#Kb?u{DG3ftpKp
zi?y_!LP0l_v+H=K@iEg#%{tSj8zvkGG+f-^{e5$=(K!~=1(H%yU33+#-2wQHZ^h5*
z_1%5`hQ4=;dS(CN$y(Inv{J&~EeB-*!gjw^ykkOosoFBW)$XRvt5Z#nrh|$(+9p5w
zm*c1*AU*Lu8pErWYlrH#c^UvN1s)z=s8B9FIxf!mp2Xph;^%}kU>|<d4ncjY(wWJf
zl92qG7V_Xx5bB>b#w(Ltg{Z$a#2yapavR{La=D!np%8I>dyQ0ZC`6r!dOo2z;<tL+
z_E@os(f(G8^FP)iDc1}Rqp9a}az`baOeY&1jA|d|*$P1xv3GMD0PM5uG*58ucSHvm
zPn*NQllgkWGGv|Bp15~t%(zEd4N2n-<iBc>3DrmHh<SgII*o1tS*+3JC}E}s>D!7K
zN+AbzF?H8n(s{@uKgNy<LI2JilsEYEY)}oYaBb7gzX7t0C9G&Pj^)OxiJZNb!=;!O
zRcy*@b-J4C)>D=2-&7unH^eK0A0IFC8<*bQ^hz<kKVos%<WzgKC(=sT+?<;JXKbv)
z%d>Z&gbs$K+|%yg+K$bJF4V%G^7y54I<apo!zhR9q6AHC(ztWA2tO}#Si9^Zpl5^J
zp>inPJjY7FVXba9`h8imLF{?@Yn)1g)VK+*nbFx?mpY3v%-YFyx%NJT&O*Ixo!i1(
znJ4EvmGYC-;kkA8<z|O~zL!jn2%9MUZid=5Bv%iQe@>~vGGu6-i;MUimXB_uF}o3|
z+h=z@cuiIxeqP4r@BJ!5bc!15Yr1k;z-mSqB`A*au0WLf*(nxo+|bG<iveHxu;w1n
z_8|^`006B|pE`Y?a~Bw#x5W!49`3DhGNdwZRohT%0R)YSi+ck|&{~UWSXEV3SdZa(
zm=JhWQUOsZDTI}k6-)0wbL`PQ+fxI0q^u+o&)np0vh#B~=&Y2mI+|{izw8WI!hKcw
z*8>xAqocEu-w)0dTN`I`#UK<?YBzR5aenwf%}B}<x3hUP@u}v%1e1UO5xH5%jfROS
zSe-s7H}^eI2qyESFxhNZ?wYuOR_xDVv-B<Gi$SDMAi-3L6de(P8$1#mV_c1D%k@4E
z;Dv>*M$OxnCI)y*Jz;-(KdA2#%QDyRXtv>4Bj7CE|Api!WMZc}96s(9*7uXwyTgJT
zAQlbpXD}WL8wy9O=Y4w_IVzIhsJO@Be2y~R->;268*laQ-31UJ>rPke)XHZc*z4!8
zaBH}yij_3sVz#Lz%;_?rJ})2XIeVce7U*;r>EuR7$CD}5U;K@4OmaZ)h`h%};Rp-Z
z|FxZJw=kDjAO)qem}G_7q(yC<`()R_vZE=xPM02MRkx>Y>TcO=laP=w1qk<Iz}(g#
zhJ}TE^$w+Hz<&6np;>*AL;n6s*Gb^{&IlmU52U1|7w6~MdcIF8n=YDyzQoyit=}n6
z(~BlxW-Q_{pVBQKzw-ZAi5uoiDJNH|jSGSo`TO{mz<L|$xXg-X6#NERlm*E$vwKCQ
zvo1K&jiov(fW&}O7|h~wsQf26BDmw+VyY5>1WVvc(&zn8o6uMPicyJFd9p53#`aqi
zh=Xo$SieU!k*9E)B}<NFs<jS057E&d`0+IAOH<Q+l)P7zMT38HcQq|P*<h#F*wQk*
zL#8C*vX|D~Eo?E9x)%y)&p%jn<DZk2eg^aogepdTv>~r7>51mp9fF6~Pr0mU_pHBg
zve(~?V)v`4q9Ecg@xE6y37usV0(oI1nYGdFF9{Sh^kjveU}Iw=89lvBihVXE2u0t*
z!;v8LfpJ;A!IpSxdis1?Ua)IyOm45;zE*^g(8+rWBu9wW2gdLo4l5j`5sO3nK^QGz
z)dW*~6i8Pc*LvO2w(B`9h;JywJXv}jK6mRc&%qAc{RZP1`~<6{`1ql}e@kjNIl_SI
zL+HyFG+bM3taw6Owe8Ds_8OL#N2i|Jy~80>gr&~HEsPHb((Iqa?iF=ntYrfO1H0zu
z)iz@i5-8m=qoPpL($efN{zwJf6t>3zrWwYUK`36`x5m(DIf+h~Y+?)}0;&Fu6j;eG
zG40AqKKBPy5JJEs4b0cCvxex*;P;9Kx9cogrpIoznWAj(bhV}N>%WhDe0*1j<CmRV
zFAV+R%X*@=QsrwdHp>NEMNnDE5gwyo27-dX$k6#rvvJ}P1le}$?Eq=^r?6Y)3I9U4
z+#8o@uwC6aItpho0#=o!y8WfPU%F2ox?G;O)Q_C^+lu`ZZHF-nN%L$L6EpqV8bwAT
z3Kcee!$U*%AX3)at&@P#N>%TZ153@DFZDYVQhEf0zY=4@gvf*p46-NFS!;csdA_$l
zuSU=l8mxvNG56Vpjk)Yw8u?t)G8@BBcP%YL4@4c|!0F(dTG2g&^~VLK>H@okr4$4k
zcdm`&N9$1=psWQ4A2H0NEoGZ>{47+FKcDk!V0L*?#-IOUGtt+tt;eby@lap~6B84I
z7Agu3W25fVEDRY94TAUmm0wE>FE~Byh;^@$=-t162g?krRrRJwMOqE&_9cJYjeJ3k
zzK2XUBdScLLv!@88%Oxc>4eJdd0<#DXI=g&`e((mKtnypZu57ZIhZyWUV8esRaI4J
zh&wi3ps@OXT=9XjUI4<QV_|)88cF3u1sZ;%^8tqVVU?gYv$gdXKIaeO#J+?SJ>rLL
z1-mnh$n*po6`arAX&Fv`h8RtB{ny0>iQ4Eganv!}{{@LjDwr9S%NH5hOnQ-e0lF7)
zeDBX6G64Y+iKuEOtC=E&Bz7wtkhMTXYya5zbuQSh;|T}go+MT?6i`sUTHzCp)PO>9
z99^^U(RughAtH+GlQs9Qw8(JKo#(>*{=o{S(vAElsXo^DtJesR!~QlC^`40I`UM^b
zYIJ~43Kqk~+%U-VIH`ZMq}Lpl_W#&KVM`JGgdo(^)ba`ngaP_*-Ai{{i+O$kmGkF7
z0*LOO9&{2CMkl%1>m|kMan~E`9$GH0`|PNO1@-Z&v+CRKU%Yx^Q`=@zEb!l7GVYkh
z1i7NhDs1DO&}ZRnM!q1QvvQQ|Xvq5N+hCoAi90K0%XDR1h$2UxbKf`HPMae9eLiOl
zfuBPzQ_z0L%PA1;4sk<wvbivV9znnc)v5dTzP30Dzl1V7(bBLsvlzq)5FQjX2GiC<
z;a{iV;=-;P3)`cNh$43q13--L#d8d%B?9&qVsfqMJx|QnXKq$jmB5dz$~rf#5tIuz
zH#hrhZM-=-IS>$&lat_-eJ<SG^{2rmx_1QkT3u7q5Zs=+)p*aS_Fa<Zl<Y$SPbs@D
z;JKkpOHYpheFj-sWWet#rCD##18cod33+;Ys$Or64{}|eos;;0x=(#jL1iV{Yk?7j
zN~*i8<H0CNC)pD~bx&hf$1XB!Hm+sYmC%R+QZzXoopk@stA~rr>xLd|G&+EhwyVtt
z%V`QMftd_h9fBOdQoiPOw-JCk(d=UN#M3hwQeE=#&gQCT@J}qye0CXriGZ|lIbul=
ziz7FU$X1m1pWo=f3$1n7lppFg4+xmZ$H%YV0|O7%(Ifl+VC|8aTcNc-K1innk#Y~}
zWO+E_Xu=PMy)?32TKF_d2U+QU@$fJzJu@@v-{szRQZ@%4x2A%a%H75S9M{VRpAX`b
z)X{es4Az;$`mL~$FW0M=yZ$=Jq5j+Bg7JDr=7L%XvrknjVqd_G`DAKJ2`(%oL=*{s
zH|R_`JKGeY*R1`0M!ZdJJU+_bnBhdsQqh-XMR>w@^uZKdV_FUo_TCIm++%_y@<hze
z$0}TUb+YRL-5OJ5h@$^Eg_Rh-PlMufB3A+xG@=YMgRy$cLy1We1z<N9u^w-7m*F2-
z&;$dYzfZ1;Td8E0fXE5o);qtzJ~2P8s&sWeu$x5EQsBzPc8aFSk$`-tqpbUV{-!nP
zHmbcsr5h>~zl1yh)BC2C0<h5E3J_7eflvwy^zT>2gnL@uW}(^yiL^|%*S=x1k?jPd
zxgmZ%TGz!D+rJ+6U5jLgy8AZ+VW#uqMkqEFd;1K*SLwf~6@IiVWn1bWW^%O>P2t8>
zJSI^pcaBsKC4@7l*sPn>Zx}6vLoA~EFH!z;GaAk=<We+}F%Cq<QrIf*PC~y<NZCws
zwlU#aW1FWAhbp;E%!i69_2zk*$2B=Eb}I7wgce8(3p6SF(Zaw5=OPrt6yNPtZJkKF
z?8mMpMlHNxv@)pEp^|v7-f@k??WpYRS5?8)w>M*Fr`K_Qn{WYd|DgAQ(UT}Lo5o%9
zTcWQw{>#A&DZQrwIz7Y8_r`KRMld{fMSx5S8^YMwm?Gf?aG+$>xAabaqj=Hs-|Toh
z0E`WqtA)cqqoWpF;=swdd^+O!UF9{f(J@InSs|7iY=oLy*CTPP*@<SGn%4X&wZLYg
zQ`q%UhCxznJ@bBR;Ept6juH1*Q<$_t7UJ&kSH;H3NkpQqC*ZIV>aMVeTxzYSFsP_9
zM0p7pBldt$D#Oo=ZFk};z4slaWJBp(Q#g~YSvrCKQ;X|~zJY-saPS!3ooz~f{=6jx
zKN8no?u|~09>wC-zu`P&kz6gC$ocLa9i*4;GPD9xOxMyMe;Z2k!}^1*Ehs7~s)Hsq
zJ#TD~RR_{}-8TOIwfoubSSwN;|5?<0v613p=)!o2$wXIpV3v4ttbn+*tQ5IAeh8)|
zVPe(>69NRN&Ew;@5U=Hyqmz?~;i$upV8()?6zlvjsUL8GFa64_-}+cy=ekw@58R2e
zRSqiIl<$DU1K}q}DwcAg&5IL&>4*ib$TvFTQ)5=VRxVEg-EhC@Mn#4x8D{lL-!LxJ
z^#U%R8BmSsr)8tYh(y~;+6q5N1h0fftXR%0j&hZVwduw-liuB4oMzt^tSz{jq{`i1
zqCe<e4Z`Fztk}fnBIL*CyKgse+A}^8wUgYim(rK9wI?Fobl3-@L^fUMthj}YhYg%g
zwrsAfXykfjgcmoe$Ic*JqY1DUrPi9y2%oNis^x5XBN+2m-dtItjijoqwDfiHfBbm+
zzpD^Oe4!&c(eJ^iq{3uqSq42pb*sdYI19@QM%QPvAzXNVQ$vae|AHw{SqvZG^G2jT
z5gu{S9u>{|+kjyJ`Sc!;>G(rA74t@bY5)<~z@j)km8{UUDbtNK{G|c!X70xQ%bgJA
zy~U;Y=%k&K;DMP*KmE04B_xMsOLKG1Yf-170^T%s3eX9RGcM7H4uOgR3CCO3#<;(t
zzFUG8l(e)T07M&Ybo!Yu*E0wJn`gibU2^0F4b7g%C%dl5A3u75+bQPfPk$gvc1=$!
zX(q(QeGkQ?+M3LjFrUnUskdH)0_K$X>&2y|9N?ckv4Xt;J$=+m))8ytEm7bd*K7_M
z77PpwUYTH!S*g@;(9!(>Q(!QaC$&&xhFTz#>|bLxPR`3qxIGY+*fcjjjyjykGyt?`
zAyIfFq#nTc0&sA3LLRL2%e*Fj$-~Ah;QRiRRwdk9ysWdYa&jo3@6O?h+N($*SKMH(
zR0Eh0LF<E}1r811W;Zsz0SxcmGO)>)h-VX#4tPij2?;jy&J=*LKn@kNv@DrYxC6ZW
z!o6Ks01ks@r?i-4KcH=Yi;;vzMM)F|6*H6axsz=_n~%+y>P0Np|LI#TO?E9dSIL(5
zy*`MlKcTfc>Ux3`YQj0u<QLjkSX_Su>?GtzG*HmL+UlN&aB(F_NJu`;12HN<E}h4u
zi1M2J!-u^3mMoUKMKz;(Z@^?Hum5;AQP^>RC9&*UXCu9QA7SdTyS3$ib>*zATFuY(
ze;Y(T1o!;I&6VvtIXRhZ^Kugv6MJ3D|1^AT4KYW?9r9A|exrFXI<CJWsWKZ&LjeA;
zyu!j)LZ0&H0BBmQ1PL4zIYx`sCJVI|vF)P{TtvtdUcI`Y2AM0<Dy%I1Phu`@m&Jqe
zc2rDFSvt1TxzG5vbW~BbJX`MriS7ouWq(LG9=J>yeA(LdKRN)fbt?h1J{zK|=v-YT
zZf|eL<FLj901uM6W*%IEuF+BCjEszsh={V)F(?4!gBlt*zj}L5cKG^Q+><EXxJ>4V
zy~1Cgr{=-sxwu04Ohd4z_D)VB0Om6rbiaWpI5;BpeT4M&^>zNcMhphK`?r^QZTX)z
zQOR9iH8nj@_5=7fS*%0_rum+dQoLTVY((RbEI&Wrd4J*^=rIEBLeo(K0>Ck$qswOS
zCF3w^ONxr(GHR0nKv+^#R8&@ufv%vdn{l-c3{Ux>R>6!pxc5Amq5vETUQ=`PXNKI7
zbFUNtQ%3>jxPM8BiTNbj|MwSAhE>ZnC*$eVLPB1xf&k*a_q_NMI%bpkACu#sQcjiG
z2J=bs6fOsHbaZf3qF!BvK+~G?I%?CO|FhK>K2v2RK~7#>Utf@xMr5J!YWCxD$Vu>|
z98X}-`n|rM86q=1UtRt2)g1{2kl&RswOv<IP(TOQP!Uuu+R0T9wCL8M7FXaoeos!u
zWC(bdxGl58XsLLEljywJ4P&vmKbdO*e3nz=rr73PSf#pc1fUxSND6`K^x~-;<AxHU
zqT~P?&l&#3vuizvl}pqAbQDR%ZCKszb1_Jj#BAXIgQ=C<M;<g)1*WGH11j_fxWTy~
zioX`pn@2}hSM7jLKVGUsdM^?Ay{?Y^;^N}9RTo^yfcmmiFL_znz%SIw>acupR>z0*
zI?Y%BI;mG1BS8Fy;rPJ1IJMsFLI-T2mG0+;UqRsy@nd}+go-V&KmeHpX(u;%%VT3>
zzt+~Eh<qg?>#XJtfi6;1TFU0B2PF0LK3qNh^>*)9S~Ao3ITS=LDCWo8yz=(L9roc2
z!mj6wVJ39&NWf)7ESt*lIuD2q5E7@X6crUmhNMikdPApT2$^m5<kNWqfz>nD`{4#a
zXGwYa0njt-02VU0p^QN|8x02sXG)(~KtRBJy`3K*S(wg7Z&^u6A#rio`<oLa2*6){
z158o5Zky#q{p^!~j*d?LXZ=7Mi&luDo>I-au*b(o<2WQyQA{eiI0ZSt63mn+7G-69
z1Huv66A>n+h@70<2b^%(wfVy%ey4|wkdUCa_`<;`#N<H3`eSUl+RScZY>d}dp`oEM
zQ>ww*?ES!jjt=Blh2aDS8h(DAzx7t-Rp98^Zwlk@B!l+go!wnv-@Ww*K~Wr{NF*2q
zxC%wU46yL<Bt?$}Er5751FjHgcFO{u&pAsyB_$;qGO}-c{QQH<%c-!aBr=Iidgbx$
zsxL9g%eSJU&cLKZz-3S7;pzDkFa~|Sy=XBO_uxTX4_;z`f_Sn}B~npuHj?xS%*EKk
zLJG)riaX^c_rTz^UpKFt3ml9;Q&R~~*4nfR<ZM9_pApGOW#<UK<oll?=KtG!9PvZ)
zgK#3FPTu(}WESYo<MO!3`?Tz_8Hj6tw(%)ot~e6xUN%T&XV=$#;H(%A$z|}-$o_o;
z0Tc>6HuGqy2RMj-|Ng0083qn6m)SJxr+xzgXfAYOcvep!rPAlg^Xtu`8Q`9xr3aLi
zDv61SO^(-O`z~o0uGjKv>(LPduP(<0V?oOtHZCqEI%tsVn5l3DXXrK999)B_8ova`
zq}>?ZA4x3zUi`<aWpfJLLmB~r3|M3WQDCDf1RS-R=Q_xG2cR6y2E~ISpuP8j$tDr@
z-S3f+Jdk;nKtS;D@R$TLwefuexE-Egismbg4vtUqpFihx1;E9E)&6&PH?h{{6&hlG
zbG&G5V<Y=II(T7t#p&OL$*W-$RBq8=pBOZ2Lr&K_<bl*MWd$)Yl`s9e%S#P*@}R9f
z7eLzBiV7wVclU|wqxt-KaJJ(?ZBq=wBAb3EL}0N)NlA(M?nv@XlatxS%?+iXpdc*+
zLq0HR|IE*)08b(5y*%qp3NU3Mh=)pGOpDnP71|?CHP9P|A3Eyd?#{)a+nN+oi+K#P
zqXJMTRDdxY<OLWwI3*1Yd~nAVK-<JVus4bJzVQObQdw754ycQN{{EHcbvyk)p0lx`
zZ=wGUG>{VTI2X;-Yf@uP0T`CY<d*_O@hOn<LPDrnSYkBmEX9h8i>EkHiMX=P+5?er
zr&gMr@-wj!ZUCnURtngrW@;^zc-+s((9s$6+S5Q92@Rp<;7HK@dM-vwNB5pQ2ej_T
zHZ(M7d!3)3&*V$vg6V@R2x?96%}*<}*uO>>e+ETGuK>PvbaBZCn@&@<uI+IO#V~^d
z#C&nU%&~aiJC~gj@;FliunP&XwzhV5e*P&}JYoW53+K}ne9*=j07xH*-Q7h1-q@@c
z&|cjGAV;tm_QF2`!_e=sv4lAdW##W6CP@o|UJ{M5TU>qocbFI$|J9WH4O}Atw}OF2
zAMoZkDXZyQhy=pb?rtb>>L4KQ9v-BP+`)N3RV&y21Rf~=mjCM=+Rn~SWp(vWP#0%I
z)6&wO?WWopPGo(;18q$7^ncV+z>-^bpblQv15LD|{hsz2_@hSBxRrA6M`0KjD04sv
zfk#Ch0P)#mjMIDq0^rZ7ap2tt){Ph++m*(ut93vdJ7%hsg~R-pd<Kv$qi$;m*dN-~
za!;?>Y~QB<OT@OE#BYp}8GTbz7!d^QKQk(xwMD;ku7AaR6}X3*!IA-j6Zy4Wf=Vu}
zQ-aj{JJ=HGX)fuBKMzHrLS$bweXrwGcfbE@cRYNDghMX`gkqq0=Iy;UD}iGOt-ooH
zLMl+|^t4=WBl7BFk(RCkLFx?*Otwai>Hd0$AV{;6ZH({VLj(QV^2lnfl^bA`d<8Dh
zSsl)5HYOSHwy32cD@$n4ECvk&gFJ#7nz`#oczA5fDM%jFjEv&;_RI;4I*2in-%~m5
zazJM^H4RNnJ2l%s0S>#hw-D}+cPu^+C!B9d_|z?)b`f!{F{cV-2}Q-l$yr&IJQ>N!
zp+FcvySV6%qfs(0NL$+4+Y1K#3$Sy&qIH0ap&=eY?g9c6PHSuHs~;br-*=pxYPmeV
z|8{TzDC`;-fCDG0J4)~w9v2t4?zZjz@K;E9ctAx(#nPlIHZ<&8&^|1E4o2w#zY1{F
zLX%VBiVNVDUZuCzwzkck9T?!bcuOikRHj+i4f;~RD}g{cl+2Wxy#=k?ub>UwFLLk?
zIzS7{=hqu8$PuiB3}zhwhnk`jrf0MH9=w41&o?`Ob{u+<rxE-U5(p_VIni=qegFRj
D+|`zh

literal 17678
zcmZ|1byU@1*Dbmc2|-FEq`N~JK|&;@yOHir>24|MF6ox;?(S~s?#BD@p6~naIrohF
z2Qe6%U+w3aYpyxx+QBkXB1i~02oMMaNla8w4*a|ZUkC88;JccdSs3{7$zDjsUf#;k
z-bu&S03xYlZ*6X6Z*HPX<Y-`PXJTc^!obPEL`P(7Z*OhK#mH#!KQCagvNd9yC`SJb
z4)VrYRMidwLD6~ng39O1Gl4(^UBv{yDEvq{N_AF=QGDoag$_ZaqCps7-+V>$=Z(*H
zQdv-vPEK7$ToU!RK%BwM30viq#-Hw-DO)iyJ1D#1DLGdr4l)f}ZyEOa_fYe-^`4$7
zhWZKa25lGhrS<09pGQ9#Q5^52*p<B^A+hF6f%O;Cl=kXe$0lHy!;^ykEvqS=L9w;9
z1&@LvG8jiMtEm|lhRZQ?6~me05<ISS7!(8_BuE1P`qfgCvwSW+6BC;I!?k~7Bljz4
zXq$r>dI-P0Ju55{j-SK9OeXlMvtIY9$n9NcHU3F4mzkLv6ddd=Llt9&h=S5Pl*kel
z8R_MZh^2dfxd-uziFpr>4dKs|N{#&WOSgE>h7$=V+oBr|8883zA|(Z{tGj#sZ+|qz
zi%G9X`*^8dR7xr!G&EEpAv!vm$?euU=jmj=63+GdFzSwufdSdW!vppn7EkJljGDUt
z(&(_Nij|X#D@&G?y^5d6tEh-pPF|kLa0q)Si4AeK?7N7G3HAN;QBhTTdHF{_fB$|r
zcGD>;JYKiC{EHpyp;Xyy;pwn*2_n?Kruc-3WOj=Xd~V07_Me<70sj5NnhXpKqSDeL
zii#KziYXHl6Ke+twkrkjghTsb7FSjXcwDaq_4UahL^L!ABvGP;tee)H_j;`DX)H#_
zDXFPZX=&jZ8ASGb6G96$&KHK}D@`AckB?RAZOLmamraXJtT{)?d;<Q`j>H<_AxA?W
z%MGlv^4DqGaU!Aq=dJTYWDlH#toscApMUNuen+3+mqoJnSB!`j(Rh^r9vRl$eBVV0
zFZ_$M<LkycY<Lv7kyL0~Tdxp=wgH6lTDUY%g1M?U<u#=Ts<xc4>+`6G8@d^uo@+fw
z84dS)I~W-JE?nhCDApGgsOX*k$&*As*hl8p*UtqsqxVf`c+KKWcDmQGg98}ngoMl=
zN+j~h6_lZkM*kdqN^z0u#5#<ooKI9kx3!(S!jt03TSs(M!sHe=^Z7e8ygp@z)1qB#
zHCnZr^ydfD>AVrYN6UC_*E)7GI9hxA(C-{-=`;wT2RyugTb2;NVeZ*>&;L3VJ9}Hk
z7q6Tg#~U8!SH)^DL4p!R&!c?8i3EXqZ^1#K+qQ?j;^S@CYszJg-IZja%;#U(A0hlC
zMCt1OV3md!?)`)P_2NR(r*uDmsF4xr(Iq9N!>6ubiGIf`nva%v=$8vY-EA%IUafo|
z&9SYw-;P=T`DTNIJ*qXr5?uDfk$r6~V@~-o-P3E753a^axkMJ_t^Uqwyq4VK$2IGH
zFR*%ee0@rg5)<2IzeBIOLBGeOX)RUf&|VkNo*+A7J;e)0`(YUU0TT;auLnX-Zpv^t
z2BlK}PE^u>;-kUB6}OYu>~}aWhgU6+zg){~_EU`H%6CTL!U+uinF<yunGdF>ymfn^
zN7okm`~%W-fxNblK&SfZvx|P@oh|3W`Our|tAn=n&cj`|UDVL0u>`|mm5jdSMmmzA
zUXe2gXXiG`^p8-U2lQU?(Ax<KM&HW2bsgWv)rIf;Ex*yNh{I<yeJzmydA!0p9b_Dm
zDh-;D(_ZGv5XaIUc)xbidX>Z%m`yzzqg|$nxYWw{FyHLjhV^}SE|VYfmT)Ai<M}b#
zq!&Y05$15|%@3D9W(*o*HvGsUENLIwM}}Uv+=oz)n96Ak@y;&VUDoe-rF$9{oySm{
zD=K%bck-{cn8)&YXjIcT<--Ss8>-#y8kfdw8V|9M&Xu(w=<8Eix}HLQ9I-(o{auGT
zoP#1Guefly*bXUs*hJC(E7~@THP@V6vi~k5)Vn|0`*=A~emLdR;p*}7JXXPz{f4!v
zj*?Gme0<>EWL{@?cX!4U0asUeXJMUNB7H7w=X9(EjGSCTK$9eH_pD~?2=e{$vAKcA
zWl)aI{T?Nz0F6y#L1IsVrzgV_-gIQzP%=k^p8zpb1}=wXUllnS*_hoZkBFtE<$F|A
ze$RhTwZiVmAD9L6>izuus2-OVlY@?&6<ZGvgAfqxanyMH{RO{!i2Xe*c6le6gsQ5N
z-_kSj%lKTMR5C_>_05|%#LdcwV`DO1U0wWC?+2>=0|WK8hZ03aMcX?35t-cY?IHY*
zj_f`@KKfdSSPWB6G~ezn<+l(GC2j5IEjhRr;4RnK*@vvtV!AXG8y)1`G@a{R*m$Hj
zyJQ11)7}YW${2Q!jEqpItE(3l7n6~YRH#TGBO}}Ydv>pO|KQSX=x$nLDy~ILEJ#hw
zCHa-5uqYUrfDGa7l%?*k_*e{Cg%~u-zJfAr{ca^;H8mVOeEjj<??>hT1GkDR9A-0g
zOZ9eem4?Fta&o^W4z3U9eZl7FZzA~oBjfU3vk@X9GQ8vY7k<*${mj2uYfxK71;W_+
zR->tpq&om<^7uIf0kf}TovK4dI(UKB(cGNQ`NxkwjmaWqMlPr0l+1vbuhSutf>kbT
zQPtIl9Yz+CRmNzt*5&8j<FoO*=LXr557cHe`F!8SwZd@F@Hw@8#BBC)g*7WQH8dgt
z3Kx3DbCU>wtJeU<kL|Y_CLM&!G3KdQo>KeHcCG78uC=3eWGf>t!R|6{P>^=8;?JI9
z)g&w0!a^?$+5`c9v)NBlUwe&xEUc^|(s*1+n3>-}P%$uIqC{UuiRu><PwVPHJ>G6k
z64AT5Uaxfce2S7xfGo8PGZRk-z^k;b1P!q9Kd?&K*w9G~cS6tANM4v1rvyZ_3_c&u
zSN8Y!2h-8h_qVrugPWzZXtdiwzS^4%Tv}S{TU|}JTxlvev8Iu&#fU%c!IijS)eAT`
z8%d|!AOCtMb=!><{3{xX^(^T<Mn!XLPR=y~8zp5{wOMf5XQqxW&MW`ONL1#z4~uwX
z3gw|8LBbIfGz?1an$DlbjndKBEDBY^lQ<~vAMLU{G5!T)=LgLfq^8cJi)O(%+3Kp<
zM~PN@)mlnc{a})n3iqb$DL?^B9Cb7!3+m<=s?rF$^|`Qac{YBF`z`#()3$*LPDMp1
zIOK9N)Y($%)>c)PwJ?qZ+b`bfP<cA%62FBJRxp0Xyc*uj^sf;}aZ_v=LP0BcV!U9I
z)i-ztpCEp7zQsQnw=kk15;QkyI8C!%p7mB-eB12#`GKzE=VXR6#p}j{fKt&u$+0>V
zCvK;uR99saS1p3mb~w813KBegRru@Oafvy}p6*bIHqU3(D+k7wzCZ1k2S&e4Y$Qfm
zk}o6()oNkcEnbbJD>vO5=tD9y+wx^8q*5mGP^?dh5OGtv6rJaG$Fu2z^xGh7b4+Oh
z_1+yY>LT~o1~a*_wDYnx>>?4&v{MV!!si<D0fBHALek%KcVG>4vYD97uddH@*!iNR
ze(9OlX&-#q>^YosxyaRx82j~ZZP_VN?&#bAU3z3X)<8m1QW2lsWfL~^$<Yp)-ExY^
zfi{n~4Q3HyzuzU7UU05)FbS8yG1`}A7E)db&HJ2?iU^8?BCo8VE%Qewh9bopw@;CA
zJ(aandUe{k@WDF^soX;>RqTRo0Z2o3^fZOY;WbGCVZ3hek2kGDpV=MhMpxvd*L^Is
z)v9$1dWWUzDcT1@sAr#_lc^V7Zj{{c$K?s_)0%Tu+F=?oBg6?iQ8D=|6-&h;{lc{B
z+RWEF1B+Vo8j^Bs<*LZn6EHN&&Cc@wq6yptZiv-C2kKNRm5QOltE}}uKZRhtu0{);
zuNH~0l~4T838M}*UYm_}t4U<Z(_|3&Og2!R?jcvEK}+?qFLJ@|oa~}y-0$3$h|EtB
zH!MV#_ET^1noo&eW4+VM|6D&cj}kq-dEIt<wjXOoKrn=~^fy#TDehV)y`n-wXKfwI
ze0kt?njR+Wk9N!jgmufE((A3MjyIUq9^o4Ux<C0o5+HhLdJXJ<^BodF-&&ZfF#p0@
zU|Ztux-1T%BrDgBmP$>S;8*O|2^TXyZP{3`<~!l-ImGpC{qy|G43`Qos5#Shd?mM;
zS3V~5&#x^7^@f<(yF$r}?c$nMbt~!{R5olOp`qWgX{FC<;^NbbCrTv=iF70a&U-rH
z<B|6v%F4={2W73L2X|AS@YS8V?q)~zl1^CbYxv}zy;cqRQlxpT%FkF8ORx4}G#d2F
zbuh9`t}(^M9dmC%B`PZndUV_VOY)vMFaEDSv~*lHG9skBs!C8nK|yo0o6dNq?n6!Z
zLI^#hrFU%3;S6gf75eDE)6X-SYDTEh39lUns?BCqOv>x+!iqH(n?9VL%P}m)#TB~`
zVp1#tG*Vr<7^Q7#DgIes;JDYZq*Ps~Iy4Tqmub5@mO0nxWTiRMZH@~6I$@m;nrTvZ
zZ9=YQNhY=q!7B9!Vl;}Bu#NvZ9viD{sl}49{#H^o8zS->M7`3yUo5q;7_NkvJqslz
z=~6CpALDrMI$#X3lm#8w5LwTz4ZSIun1mBP=TS_sI5s*SMJ6YQ8V)D5FD&2)zV_z#
z!V_cKbMazg&i_o~>{p)uF{Q;xt#o*D1$}%oYu#|iaEu9xf|AAPk3|ECaJasjefCy>
zLR_;DeytUBkur2tR3VSm{gs~0I%88?iUB9=SBi0gkarlxSra_lAr*3@ilIek<B1XF
zB!>PP>Vp*Y6&G8nKMEGbVF_>c6>A0+F+IndKFK!?r(3<+N~-yt!!*1WM_)+V^O+|x
zOXu-NuKn6>m_!y#rVPBRtE;|&0Wmi>?)CNc)wlex;2eMQI26_J^xl6z<0SPj2zaPH
zed2Fgexi6jpib*{eliW}9?DTylu;CWbGqV6Ay;Y=8ag;xJ|4lRM8NKHL4n9%W2dK%
zO2BT4`rGGeC*3p4Zf7Kc%?#6UBqf+ZvtbQT0*6l=m76)1jKq$@bf1s5kjB!x-2&G6
zkbAR#iNJm^J5pPFcAp<jVuezxifo<HA7IlguhctRD<~)~F8}kcpPG8;N{Z@r9R1`H
zVt6*T*uca}v#Y#>#7|cLy}OH@0;iLe-2Qk|B34PhVn(4YAyy_+l6AelW{no>O!2+=
z%Y8ml-@b8K8^d*E{2(pYFi|3zl@?FFC>8SzMl<7q!C=QjqWu|32LuCL+$<Qxpoz%?
zm!2!+#CLoK1_ryzr0trkE$*^PN=lR{xOTk@12|D-g1XD64#xV#u62^GzXG5Z;j{;*
z>A8}-wA^EzGpI>eqN`K+M(LzO7Rb}g3{7}Ti(gBn>KeUO4Drq)sj=9bi*l}BR!r0W
zMH-<{p3GqtKAD$p>M@$e6S_TcZeT-%3jeX}=5tD_EhfG>S6`K)f-=#gF=sAeTKL2_
z7zP6xPJ8%U@s%^lfI7}Nl=XeZxC8}RmE8(G{s@A$opcseX2g(C)z3H5d`u`Dk{gP&
zw26c+H^)PaPXid6qm{%&sx5kYdi~SWu`d;Sc{vqu#qOS-ne_kxSBYwjGD$-n3Zx}o
zne~~bo!m70lQW*Mhx6;1;-rY$n@QK>Wl|hojk{`IUO_BIoM%_F;ooBW;#kz&dQ)ys
zJA8t9Qi*5I*_Kh3-9<%3Q7I`uJ)iI3#>dAwt=Ay$(9zdVPQK5Mrn-D_O}^%Q+Ba#M
z+`+G}0qEuP57YDU*KMe<yZe2CEzBQ3c8fWOcU+FI!wHRGkQQjI4LA_D)MU}Dk5leZ
zrAe;ISAO`KAYz<7oV1N)(nUVCK@qSQ!UxCP94*!|5HiDNmMR@49X8j;7ssm)mMr;1
zz*Jox$`xWN7ai&Kp-v+z$wZ#JUYrN5xJ|x|HItQ<K8P%ERaLDxsQeSed+U{NAU-|Y
zSdV5gFQA}gxWQ<U)<-q!a<$(*tPZQK5n)sJd6T(e!6Ei8g<r+i@r}T>A5ob?HMP+!
z!<NCH)D*8&?%37ELJV;_Q^x@|i;ZSlnlzWD5|wrdgCZsBm2e2ZE{Wab!5o@OWiGN@
zdlI2s`}1Z5-$(5>$d4aCh(3Olxo0Nd8A<KD+?!-FnIIcV<(~bmhx;zVk>KUbJ@$m8
zvyPw7I3H_oNqK3t_MY&$K3Xvci`Tq1GrM*UL=HLrwN<|}BvGF$*;E@FYtH(!gudLG
znB~xF<*og3@omeHgkx$E?WyNKxG7R6V_#C$7O?(`PIJPYFSes(sK_Apn>|R0HGY1t
zU5@K_`i6(YUcGv?d(!%E#+3U^aFA<syBwn|ScNW^ZD%&JTMn_l#Cg&{axd_fFlI$v
zQ}XW~b>rscxo*1IV6&?rsqj>VZAp1#EX<5P?eXDIsj{#l#`sFJAdhR|ah{2M)_mnW
z%IRC;k_b&jMWM8`G%g3*<E2mE#KlQ7WvD3UeBn@X!P|<CHvatdP#~SoD<~Kf8!PlR
z;BAz1^UaFu#6vhfxA04|v4@yQ+PeCXx=>=7Cu8=!J<d^3EO$14y1+&Pm@bE@m9+g+
z!?7J|Xz=wBsp+a#J+sRQUe=@Aa<5D%g_@1HxDu|$B;(aVnV>IR(TUxL;I%I=bl>|H
zLS8q{*qE5zB~^>||87nmYiXKP=qTXe;2J#twG4RFn9mD{$I;1huN*HoQj?JhZg1`E
z<Xt?5NveIpxw>nK5LickWQdfzkjGfL0n9iaFk_wVsQ6yY3NG1F3=Fipdm1cDaq$@~
zh2QS0@eF8T1SKmP*Byw0o{!@hk_OB^_-JTfo}ZtqOs8oU>TI$vbEvCfxY^m`8k|lT
z>?Ha5A*tL>QYM5ztRgZpGD1K>$vZu@9_a5M-+o9q3Zc(zDookNOU{<5TP(E{&x@8C
zT$Wepde#aJMdFS}#8Oxs5(y`hyLdYj24ISWo11U?m%3`jO*G{J#S~k;d$REYYgSK~
zBI1wL7QsN21IHRBI{^U!(f!Grzy0VxoSoONj}|8`YWYWBjaHvflEltNd|-jq>*=FS
z!9h@pQ<^*NfW36w4?E3Xrz&yTkG%$j%!kysVuO#iynIz)&&tSRnE4SWiPv4_*LYcr
zE)!0*T`4|y&ro+NcV!cNO${v0+(J^plS9~zl1Qy(Ta5)>+SMSV>Rf)-0J-OL|3Jm%
zZhMC?rG&AHPIiFHH>!n@TJw3igOWPlgohB#=-Z(m`<D)s{zW&me9Zzd1~3%KgHI2I
zv1TRe$-z5GGzf@^N3NT~*JXlt*Sl!r6FGv8j)ltB%F0;|2X9;13ZeB6=cLm<w?E!p
zoSnDsSy(PN_ya|4_pz<KwpIjeAG8l2-avvvLVQHYeEN*3`S!7RkK9qYNii84TB&9o
zPe;DIcEj>&wR>jo*AOJB5ja`Qn^Q=M?^U|}WH<DYuBt9!Oa5RbHOI10Q?T4bel0sf
zMP+yPJ1q*Xq@;nWqQAiQ%*}0uNo!zcl&G_c3by<GUfxu;2nq=a4K+0}At7P4bl`lY
z5l|x0Rn^pf`T9aT951OZIPQ$#?@#8T)YsQXwYKstH#tw9M&#j4<zc7`RM#c(^4w6r
z;l=DLSsIS#$m8L-PO#^_yBo5TobQ;)gq|!-_CFTGGSCo$8Astmb^ejB)m~B(yy6^4
zMPG8<k{<p7i`R!@f`TnAEfa`MX2LjA(EHii;+#=Gd=`pLv#rf||Ha=a$SUgmsV~+V
zmT23L85I7kXcEA?UAb?X^))ak%~k5^DGV3A`I$?8U>aS&W<#mE$p>uyX_`jP06mp>
zojR@ynn&(FxD_{tJ=#a39nVPB1d~f=eM4sdqz0MC&ECWnli?&T1jK39{ND{pis&V&
zdIKFk)T1NmaL>2C<cbP{2ITTR&Oab}JyXf$vIW{G1fQ{Km5TYDoj;9$x_h?SD?Yl2
zH%VklE--Y!l(1sgprI~d`u4HrmY8C?uE151+&N!T?9Ij6;WT31kMaD;Ups%rhBbxl
zfPxr;3hxC4o$!m8mmq;t)@DY5gorB%g9MM+k396_roZ$(67SQcJkYDFjK^OAkP_6^
zCgQ!{&2C6pWD%PbmOOjPKRMIvb28SY#;r+EjPY;hd)qUM)yh6#`7N3ZC4??xwye@+
zjY6?>@0~&xG9h8yzt2o)2|UTvEAK)18~Qw3ghfkj9-x!m<QV?}t%(+!8b*4OKVC7G
zIQt{CqVAmpDSfe8M!X*5Bkz`zZ`jFZr=J48qoagL@h)SYyDJdU;tmC+IpC)SMOcn%
zDLO0+U=HV@e-e}|W6#eY4w^6J-v>|UATBmET_>Gm+oF?1dnCx;{C@wNh?wKc{Wp41
zMXD)?jEZc~g~?7-WU_Yo8JpyJxdkq*@!ApnYFaGJPuyMv4{SC%R!)@*AJ6OSLl;HR
z{s(q*td@I*h9qnboo@}juW_k9FCX`OW@;>#Wth842-!!tT$n(Fvm#^_^~@HA0=1&0
zXEZ`{wvppPL%mteMrHSGQ({%0bt{Qo=ykfMR=sjE7xxbvrm;Wd;%grNcrWx1CWLIh
zS9c1t%|GM50mn?~2od<X!hu7W^31=tUy8Iq=4`x_@YKB8kfTzdp=Ju2f?T2392Rm*
zTHN(n`s&|h+gDEJI~T|q3M7+Xu^5)WGJCkL$V(wXKv404j|$?UGNlaSfC9iwNEor)
z=mZTpKR=I5G;zB?=>1syx%FKqY2c>L+1KX#aq@m&(bsr91DB$J6%JI-S0WW_Ox6Tx
zTXb})!pIm5lmXdVtMOY_4!QVOblkzJ&3|_h8xMm6b2BT$NC~WBEHDAyku;<177Kn>
ztxuRjLPDb7z5(^>o#9Y|_o^pHifzx_l+%{#ERyCGFAI0Az3@~W)oZT3v?pOY!;q>Z
z7^vo^1U6C4rzW3QYn>?GR;_Fmwvvk(zW~%POGzuQ)>g96vga4J(kgq!(t7*CDJHjT
z{qV*hJzQNiUJ&}QHNQQaY;(3DRAt_8Di3g_UQ2Po4YR_^l2N&w=t+zV)|}8wvLe}@
zJy=!cV^M@4hk@1TikaN|$(cCnsA=k1;c(Vd<msLOljc>o=%*qExgi-x>o-tPbZ<{)
z=+~}hV?{#n`H<h@^%aH@@D8PA3G??{6sywHi;`B-uJ;v)6&aRTTke12tcm1#udJZF
zHmql*yO3$3hD8^-b~GHLucXu_&PXlwGamsok>5RZ(#(pKXQOtKm=4z<h`7rQ7<Eo4
zD&_olOrRyn<2xKlh5d*2+h@5{lbei;Omx%B>1Y84%OL6_US(#P`1h{ipPfYOMD;a<
zrB7Zhi}xE^D?F+9&-=87HTV0p%iFoZwntAlP@ey|PBkVe>$500xho~23JQk8=W0qe
z4lI{n<x1!zT{|4S?+rijQYdc)|0R+3`2%QH{6)z+jMCi$%Iu%`2AHUk*^xP)7EGER
zmKtp>&Q#BKt8=izDG6p9zKi{WbEoAgkS|@XJ5#8SOD|hh!O^4Qt|NJHl3b{QdVcth
z$==|>!{Sd(!iMqVfF6_mzMqocvUGb@2uiN~cp?XpL8~cfZcYV{&jXLca*5x_z(nhl
zp$KWHunKw;>_hKyU|8(o9dj8S3gfW{8e#eqwl4EXq7?osDEWltmf_cRH7h|u)JqLc
zMsZ}>4`27q;AXp?HKVtORjK1VpLN)~33%Q|#3v8REdVQo`@}eRNgmwls{4)Ri@FN-
zLttPa9No0LPPpp3eYB84D-Ge=nq_@nO4PVC^$;wl)}Y=Thj>B$ERDr_`3eaG1E|ej
z+%NUH@R~<!3k$7g6Ln0kL>jHgc%M3IXhNtM3=2}Z9CQcjxSgu*P378aDk|DT8C!zd
z+W5^Es@}jD#?xf4lU8ALERSez#*ZoGm!}^eHEf>a#-r_{(ac^C^0j8n#%bNs%1c%S
zqM?PV5<@Fipi{_}?wP{PPCsj+BO>Ouae5NmuKt^gmOzV*ZM!}i3bVR2UYj5vZc#rX
zI$HI32-9-EQv6d{nH`KynZ(Mk@qOPe3r3F!Gt}fL-K^iXAg99zX7S&G7UhLna}qgK
zLE>mzhk$b_G$Ui2;&i^KZLa%8nE42+(Cml8(=QgKn)2zNv)o;?&TV6t`}AcB#DJ9C
ze7|1=+Vq^e-$M|FxsXq;|LEq+DwGpa$sa}QCVXIei2l>iI!_3SdHXFedVA%V4-B%*
zD_~@c+kCO8cZyK7l8Na7dSrF&puP-HYugv9&DOWJ{AaaXkych#M8(8ptLN<Y-}nmp
zqH?exkAC8#oUOUrH+;LqglYm~LXj9+D2VLrY~K6HDEtG}Y>W;aSaF~eV>j1My8QRR
zr(}YrjewxI_<$n{v)I`Q9UL5dd)#<(db8@ex$Lwm<Z7T}n&J{DFHV_~>VkRkYNx+i
z)5H3Mhx+5`V)N=xE;z||pEO!W=)?;@&r0NK$oml=uI@|dzdJngHW*CsDpQ4~(;6Zf
zX8rQV?LdB|S7S}xW;mz`Q*1bnEqXCdovu1#^!esPa9E6wg5p+G5~CRMa0o&cn^{m2
zhq9YyrJ=cznoh&#i2Kxv(2%(g3o42-&%gxnd;M^IlwG0MyOC_wB1?5!X*4=>_(lhI
z>V^na-j?TqOZWso>~|AceNB90^G|%nBQFbib>DF3+m9bDlJ;YkEfzkKpXSR-^NEY;
zEMDmKzF*zk>ZVg3?N4X@+4;ABXe#GhiIquz)qbO6#mzhPL}rVIuBu!b9LcZ3VK^|M
z$^QaQHR^4Jjxlg?i)JBs7u}2PxD_mVXd471v)31?>1d~#5X<c)1?#+H<LJIj3ISr4
zI|9y(CA*UEeCRHvd%FMF{emTM$p&va15vi(?1j=3S=?w#d8Ri^)t-B8b6^l1zpq-1
zohg`fr>3Yh(wtu;cBrVz4qqRs?wMy}v5w`|WiUzVBSemez|o%iD_(xc)6pR=ZwrLx
z?F#Ov)SexZ$}Rc*=QVmZrS5a^U4Ak9&-fsQU_4V@v%&X0Sd4!X&K43R>M5uhemt;W
zus&?#UY{H-9$qAU9~&di!qJvhRP_J#>s?T{ZcJQU*6-i1$;rw4hK2;i#DZ6#t@q*D
zQ+;h5wiPdJ56Ne*uX4(mZUft4X;sR#p(=N$e#=vC<CIW)d(+WfUW{VE6^MSGRVrb&
zRmrEYS-Vf@W1Y^J?a;kD-zo>29;5-ZEi905adGG7<}zGwjuTi-ei=ruPr3Ry!H{w?
zV*_qqZb4GU%AM{=!0^4H?MhtPet8U|z0rPkc<<%ehT&8Mc9p1y@Gy&utNwZC>1oJY
z#A44BWrC|OhZssO9>-6I`C@9JhIUUVdwB3-GHRK7S#=knh{_RC@=6JQso&uAHZ2rh
zh-M}GOF=~boo|QS9sSdkV3tPcPlc4t)xQJP3&yx43uWoYUnu^OxC?tc9MwV~{WBWp
z%;X$aD_zB^l^>nY^(7LS{b!L`^q51LWfd~#Yh*s$Q`qJQ^S6Do5AGgvm5kk4SZSuX
z)|g}$v~Pda%(g4n-eS9j(A3m4R%Id&2&KTioQR;{Ye5pU*RP-~S7O*A$S5eXtX5mB
zot#7f(F9FO&L2i;Y3Ub;jEah)qNe^*;r&O<`mMB%5V4ErDy|dZ@^n4QS8`iOLhr(Q
zr@5@_Wl+h=K#UnWMfpz#iYtxDDZ%TzoqG)2N2~(v(PR#kRnLDs;0hws(<7vL?_QhD
z6w7k2{<k9-gF^iF{}ZgRS2AY+n&X!*Uzp24(&80FDwWG0;AfV_VvVt7(7#Q*Y@361
zde9tcm;1mpkYH9Gw!G`MlR_59cDegwyR{IE4wOf+F;>CLN9RuCG4dKlK0ZDYlJm>U
zn1xP|^!QzIBti9l0<4SQCzX|z{WCLhG_<tALH?**oSb9sNTD>KJ4-IrYA!sx6<i80
zK{-BH#t`;2xp(<D^`M}tsY+?5{2tcSVt7e5IOtb&uyDA7CD-*O+5Lqyx|E7y&~8sy
z(tIO%nN>^F0WUz3-zK8uAH<Fh4^asTQ9!5NoYgonF|oG0OLe47gxWSejZsigfEp}_
zaPrAv|GmfaosoiKMF^%A4J!>uhO`4mPM_EHbj^F@Vr#dz@S@22uHE4A{XP0&37f+E
z4-he)lZCvR4c+Uz-(u3SX5-^+P0ojDNlQ)rmx}A_ZAR%lNV&{70AfhUaO@>Rk!ZyJ
zP+=UtL8l<%;J_mExFv=~#tSMeq;Wg%r{o$|_sNKZ^_?=N3qZyX$^05<I^_g<$BvE;
zeO_F}MXV@2RyCDsejTCAAtR$-qivp{e8@j}yjDh<C7Dqabuv&0%3meqNii8LBrx&I
zpbpXl;i33dSdg<9!Do24C$>R%%PG^$fk@*qwtk0PlK!mApHJ6|R-Gdw$nEXzKsXWt
zX7Gx;GVei7Ze3j+5f6`M!~Hw7m*-VTCr+BDHQt^J-Qv8C%UTmD`O_-M2PP>?4BJ=(
zPrgvByxO2&AlA9mz=&mQAqb6*t*)O*rs7MedaY&VH7yAKfQ*Z2^<3fq-G9q9Ani=C
zylzW|vf79+@oX#bkCu?nse5Nd;EFDfA}J)6b0(2X=>D5a?ydGw$P&|(bLrDPt$b;T
zhAJEk(j`4RJU`L9;22&dm{(B81<vNfi7aq|$oK+EN|*~Z7Ki|P9xq1uAYP45C%XGn
z1uwS=qDp6-D0~@#f2xXLy#g)v!)qKmmyVWfoETUfw%+e(cX+?yjCK<~<|2e66buU$
z*kKQlHYhQ}Hny1Z_jhq&R+W#FnWB1+#ln3xUn%jRDce3Wb$xA~vr;8y@?$4oHaiV-
z%M9MSeFoqCH7=yEOYydK^%<q;p9Z~?MNw`E>fJXo;Rf3Nt^&9(U)ro_-nG7lsbHz$
z3QCaVAra83r}&bkVYaMRTfgsD(+!)+Uyg#$<;U%Gy!LdnDk3ZlYinnxXqr2W#4y)@
z{+}K)N&So8e|*oC02~Kegh^z{X!&BOHW6sP4iR5opB(>n+ZiLnKlh6v?~SFTis5q`
zf+~{Uzo!D$nzgm|!u8qafoOd$RJL%Ki)pXcAN@B-guE$0at;cjA|>?&F()%Yy|ndp
zNArud>(0d~_peU=*T?Hooz%5tvl*KOm3jvqIpTu6yaU6%odIa%<R1=cvEL{DI866^
z{vZ-T;D6QnaE*-5l~FG9TrjwvpRK-V`5$fc3Y&7)aU&i5baf-5Ziv%2%qZyN*g`_J
ztt2!c`~Wt!W&-s-nird&P9~(E3Y}t=zwdk2B;TRTKACBmd!BXl{b`W@aco1^@F1>>
zw*V25o)#J?!Z~&T4xU<kGow5lGG&4i60ku_52_uVdQGubYT2jlKz^dO#nI-l)x1Y!
zI5Sn0g7babCXZVOKf*U6&WiObdLKyM+CRG~VSsP*qh{M0cJ?u?(i`>cW|)IvmYAZ~
zTdJz6tmbncO_%DJ*i0t;K!k#do4b)A0zs{FbZ&dlml7p^b;bi>bQwzh6%{$3&<Rt>
ze_7-+&nsrLX-dQuwUiAWnr99$FoGA`)T8y=Yy4HNwQp=o3;4Hx9<8l;p;Jl`@$nHx
z5b$&q$mi9au=Q$l)>wBXQX8S7VH3|fl5ZkBvOla}Hcz^QWtw5<XYH1YMbGV2o6P^3
z&TIXFc6t?SH97)IAyxc!wA!-*;syE(K_MYxfIP#=93tPoA!vEr8KezG>U{*oxbs3?
zIz^Pr`<nfT*sHjNs+JY&s}qt?<Mh#(L$gOge3ikG+TGlt>x~y<i;Rb~HW5osiKbcF
z09&YHk&+HD^;9Yikw7rd_v&Dll!yqT*<k-gS2t_VsLLc$RF07x)ZQX0#Mj*(vJu}1
ziPvpj9q%MkAo?`yel!@NfykFOUm$~Tw^?qDg7q_%l!%q=<e1!!hixV5wbr1Q#rtIY
z8g$d_;dq~XM*05XmHZ@V?OCUy$RUE^_+y3bjwhMbIYs=Q`DP}cs(YZi^`9a2Ku4!!
zo<^ndLKQXF<3ZA7i8@DJW20VQBysMC)J|CefHCeh*X_r+jbZEo4C6Wjz-11)I$EUL
zR*zC%h@<DPwWPz!tiZ3Q9~d08dAPPP(Z_<+-{47U%E+nuh>b_1o{7JvDP$WOEP=Tf
z45a>=YD-TUNIe^X0{83hVD5*vAiDT_;SJjFFdRXrMD!))CAV?*zTfQbn)kZ@=ANw0
zGquZ#NCQHU<$=VGe%>9L&ec5i+eH4_TD6@2qG~hgBM20#kWo@@0x2Eg`;}P!C!}P)
z$!EV8Z&#exsGQe<{#`zG64fm4V`P|)@s=9tRs57^5WJ$IV!l%RM78&Loz14p0mafv
z1JC*3g{+by#S>j4C+=5A<o5l{qBF<z+ATS&y^d1N!t74R<0)780^6gtFOJWpJaK~c
z>~<6^5g$nCs@f49g@n3U)B{17v2A|-1H0*l({NOrr259~?@jDxE7o5Z(K+eL@@$wX
z8eXA$SQQRaN>#>Lyf@7>WJ0gv8DiO-P1MLxwQriQaa={I?82j{X30LyvYSULXIRX4
zym$HT(Lcemcd=wT7L3`Y%LJ?^9TSsa$D@Vzfq?-c>AQOf+WLBDAmBsZ$;s-eWlIed
zwm&rPv7@sn*Sq*A|Ca8p)Np6@ioC#z%djM!;oYd|OylYKtBp-IM6yIC-;zW5+>h&1
zezeMS2>66$bv&F2)9VMtUpEp#l<3RgZTvkDX<)#qK>|s~%<RQ6&NP|K9qlSotu!>A
zEyWLlkKM*r&L_4=s&20c?k(3Jd-utzdNIP1bgdC0xEwNJ_SQYC(^QG*lYNll%DA5w
zWID}^Qu<GfM7n#fbLL1At8sgrcBaK6L5AI(oLyGtp%mR~%-h?$2pjti*(%e8Z@DG;
zS@4+;Un@?h1Qddc><PZc?|!s!8^Vy4ug82xvRWEpThg9hQJq_tP!FHVo#*iGQ@E{P
z%{h5SRr51UEtWOl>p$l?V1X>bY+?4S;Y<5L`2{rBw6i&bTev`GF0q9bESG^^jpU(a
z0b=zd&*wzyS%CI?zcq>)*O)uyxy>u9s$u{O70SuUNpg@;5d3=}u5VJnNijO{s~QXA
zgU)r*#d;v&ue?0UyW88yhzOLY%Sma3vdR00S@dr--;4*^sS&>Nr_OMVrx)~;%|=Ik
z`MaBcJKEJBTzw$$1xi-X@4S5M`Y8DPLh*(ey`~>Zz2J)OyD7qo>j}?NoelKa*%_zD
zBj<}w_PH|nl!JE|hojTC0}es_4G)#ui@4LF69(N-dJ<BKJ2yBst{ZU5q%1fXSNyI&
zM?A#hkg;_rgdpD+u?8eqePbA>UmX7kzGv*G`zznZ#zqY!W{0V_Bh++sF^0{~aia91
zLQ)myg)yJVKZ*WGAqu0Kq<}8sdb_7r`qK-dM1L8|n3nd4hnK)CiGKS*y`w*RA)ZlD
zNktMG@b{5)z6j9H5P$rL`t)!U7#fNw@bzmB43??g-##=zo*<B!67@hpb4hr3@E2<=
zd{a|XN9@*(1KD}E?_;9Prr>`(Si}Wd9BbqzOtP;10@qwjH++PEfkCGjK+ts7gA4Hj
z+&k0r-!l+7o&x~~-)QrO##tsrL-Pi)YK=xmq-aWMVHp`zEK7{{ir6ECXM1@`cL|>N
z1v));4hD^{EkHB==GS>nQbv|rL8+*OJP1^uUR^2P0=+)EakRG=PD)CO)AhRe%g*Fj
zAJtIX#wu2}T5+p-MTPqi1~IDfPH+#5y3cR70*ZX9?}gOhE}$U*jz}peV8K1ZLGU=O
zA>b`T`2Ne{7I=O+Ph{le>t(IaK0r*;x^Tu+xo$Q1p>u=SN8dl)Sf<(do>CFQdcjnd
zx<5B&4faC@xVDMkV(6C#vnYUos<e7ED;TrsjAsdfm=v6wyE~J|;}7$>awwor&6@F!
zB2Y$4bpX;^YN#<?L>L_5Y!MGD={^*j!^Qp{X+gQExcKeO$*M?iIQ}@G4p;bqpGiXu
zC>X`=CK9llQxw44hJc6|Mv#(ubyFs?i@Unq_2&(HOF7!)Q|`f1U@7nRY#H>|KxX{n
zW*+PNDof|FSe=@djek!ko@npi>)(5qlq8M?{J(i$ca?+{f#CvNQ)N=>GKOAUk(IWe
zoh<qSU#q`h5!$&g%dn*-x8Ms33i6Y^`$B}eW;iT@<<-?CczLvl1;X0!Z{JQ)O-}%D
zUkB#nNtJ!?LK1$4<*H$SLCamhlj{Tf!xBV5Qt*m7<_|BaIk}+c?6YmU=fByT-PRI5
zxpRj~JF^45Qt?7P%`x@zuV25Sp`$}*%B<9KeEy8bVl*NsAn*#4K_h5ya=wQ0e{1SU
z02@~>)9N<nIqZb(?1Am>6xJKs<B(-`t6DKKm0F(Y%R=+;JaQU3;rU*AWV)?*YjM`u
zPj>gGE$MVxneJ-{7q~e&e6!FM$3t&uIGV@Ll$3BbHa48jzn)a|dVaP8NfD$8-bRV~
zP3CPC@wz=-%~DZOwE;8kCBP3PkxI2zgt<zih?L&AOxpM<1#4p*qd}(cIO^;@@tv)L
zRy!*R9zVFg(WDptCXDCpIqh4&wLi_f)oz0;M>THQ7Nd#G|BB8rC7;JiphPZgCnF{<
z?wg%Wio>S+6%f6;h6WNgHVlxOU+1xEzKXkSwE{Uug?uO?I=Z(yIy%hh1r1v2roHnc
z$wn$La3Xw{!I;TwpP;m^wSE|!(2BY}R#CxvpRTg}>&}6TFTaRQwI$BF&j`aUB!2!G
zw(qROO`w7c)0Bm=tUx7iZJZ?QtLG-wQn*;7+OgQ$f<)rupl9}8dEhuKf(+053C9(X
zHo<6NNk}=IFR$MIW<a6Xe$E2+(dblnH_YDNUVfo&`-z|*7&ibHj$<b3t3v|=mv<~m
zE!xiK{IBm#wcj_J90^qtcVAK7r<nT0LV-lwLI!rL>^C*d%{;)+3-0R^h43pVycZ;i
zny{#=*Zu|**pkBIiWwIdH&?FnRZ}{rJ-e(iu+%cYAy;ccy?kdV5gN3@zw`1)si@!q
zQH!dv0P_PN-Vy*tGn7g-f&uB;=S~@CQc5Yw1aR5)aMBuq2BHC13Tba95GGF7f;|RQ
zEtX}jDx44K=YEZ~gBBL(p#6S$plV}aF=+6EwWq76Hx4XM_dph!+@MOB%ZOfBFQ*k}
zxRd4^0??Tit?F~)$SP^Vw$giWCc7!^@K!l|o!$}cQ~bjAQJ9|6Ky;%*I)&34q#VRZ
zYgvPj@3-Q=zX%yXzIdYS7*9yqz<Yi4wqwWBqx53Nt^HMop2++tP@Tn)%(70RB75~_
z+hS~L8hZ40c6RgtsBjuk`BI9|78c-~q`IKQ6KHhQ$Szhfs1VtFE!m?j?L$)hp3H%D
zh$H$Quk|VS5$9{~{I~oM5hXOf-vC!;W?@0Y#)gOdxZFj1A)$dNgt~hZIRWX|BE)c(
z_-(@}$w35IVaG>Rp~ca4na4{7b4b&u>{bkO)gOiEDZRS&7`2*Ia3Y#Lo?IX@jk=AX
z!Ojy#$OF_q3+%=OZl_WmiXPb@O&0FY4DN3`Ch2ceMVwG?-HB?#76K}GdQ7L&3l(|;
zM4P)t=c>mzMwH|)gL}6V2pYE?IoZ#!)i`1$_caw{{cPZR)|aDCOcl%dHv$U#)&&WZ
zYhN?WA&e=sXQBWlwFe}zz&<3}!6`xl1beNhIv9JM{gtwjmeA<+IqY6F)(nZU5$d1N
z%RzrQY>KOQt0A=f@-T2a^Q0i!6had+Hc?2Prtmq+ggf3AS?W7ydxbw~5}PF~zmu|p
zdxW1xd2EIhI296=iDa|TEYYtRpZAGvQ40$4Y!hjHl&Mpg?t>4u?MmJ?)hV1;a9~-p
z3Q08N39FWS(bKVA#2dSi{Y@6f$d|LW=1huIiwx<~*rIKsxuiZBR6g{4vw~5q_&TCR
z$1TOk_r-U-FU4|fX+mdoa1}dvaNv1o+y0Ct76isPjMHNH+6P^~_XIxiby52AdFS{i
zy`QZf+Y;@o-MESb&%I-QUUmQLGhiRnU}6aer1oHhA30w|d?PS%NM{fcXwjXO$D~*5
zI-0$Tl)sT`|1Z4-k_X8S>r_7EYD3jYPPzZmxP3I%C*b%b0r<qfqo=dw>64#^_kVpf
zMRw6^-ax*)oxwCUH=k{UGLrD}wuHC9h~SqbSNF_Q8;!RM&zx$=YI-M%7;S`gT4hxI
znOfUCFZqF=Dg9x2YcM|hYanuYd3jsAFC3F@7d+4l&q-bze&d_<2tthLtb5u#ZJqkp
zUu6-x8gP5~11J?f`LTW4dbaKC=&VSK_BJ-&AYpJ>sjTG;6N*XS0qQ6Sby@wYx2^iB
z`;DBW%5nk6*}$3k$R^Qdx2cqcYtG)QI=1?YM1e;60la1>I~34>@Ii<M;uVU;NW#IP
zOfies`(t+_q%fFTQ9}1K)gwn<5>)u|%ge>)wgI$PBQK_KInV&x<%PooBCYf9`Ki3R
znr*}U(>r@ru|~_?!s#m%1VW-RRuu3Ulsqfm)oIV7y)4X^0AfQeLnyWNPiY$iCKvZv
z#Ftp+<cdfhZ=F&~C)3yCt>v%jCGO=HNtV>Ew;@lA_ftL-m;^Qb<9>e%nI-O=5g2m5
zcYqq=7n>8?bMvwm2*%o(lv{$IU~N=w=J*`>Qq;N3>_=HDFtE(zxH6$SoM5le7b(s|
z#z5z?UOSIsbeuk(9|7B}tFEfr-qG>u!-o$q9YAq$@n0G*c7-5#6hdA<ej@(Op0EQK
zE<Aeca+|h$v;#B`R=gZV>E;Q7xX)dE%cN1vd@x7Fiv@?-Ul42j{b9Hq4}*q=B=o5U
zTUNZ#;9pxiItGC8BORZVhAod3ce;mF<~jAn%`fZFiHCXg$yI`2CFPvNeyRkW1MFPk
z(f)o2z*q%k<=HEHiErTK^)j<xX}V*-;j8@#t&Gwv=0z`5edB0r%Pjm8+xv?zY$lkr
zyS?3vK$<Ai=N_p2oni#j48u)A@(KW#Fu*g*r8+2}HJhmG>XPJ2B>DiECKGh>a}|1U
zpFe+AxHbZP(4Rld_Qk1l$(;px#(Fr-=}v^P8{e9Hr~bn>Dy-K9E>Bj!m(u?)y3sXN
zAaAqQ1|^Zsi~mvqfR;!hnM7t+lAcbeRHEh&R*+8+Dh^HvxVSH5@AkNbkn^O*dtw$G
zzAF3v-UW5(|D4<tyUywP`N6l|ZinR4rw^c-=cxY%lOZ4~14!IeDna0dgl-j!<A2SK
z<fGvV{EwddO?e&gAMKr1a%8n?Qy4}J>JK-E^Q7_4WMIxOo0ZQ0Zmk_U@l?bvmtn_r
zsDd2j7?Zw=R;UQUeY<GXtqNaxUIpct4?<IgJ-ZJjoEr0#EdA}<t3G~se}M*@&45ey
z|9gsLDl{@OvLVf<XKG6$?9(+M{`${`Z@qahrj2+P!i$bn7Ot&WM_I72ut3?(E)1Dp
z3xfZzvA>x}Jmj74KWi{*|0kOi4A6<>Ka+n!w4I!CrfM=nQ1T<ab9#Htx}!kf1Y7cD
zdQe6tQi37^h&g%}+rz*`=pBfqt#CL{at{R4f;bsBA<Z_M!sbhLvO4OsrJ6SD9Wd^J
z9}(`SezUVVe44$#<c4zK_^uaGWbyA63Bjwbbyn82;Brai9aZ1|Z8{LANjp9^b{!Po
z7k2Q%%E9a;Xak_NEz7`$4@^$R{mjDyxTkz=Gz=;p-digxtK0i~-8L_%iF2OZl!J*J
zabi?>>x*s4=!g<(Ff9sd9Rm;-#{fBaG1|RMw(miXy<>Hi5M;FcKzHeJyAIdf6CM=g
zB}(?|Zg~1iSx(Lej9G$lM;JhygTlk(judE};#@?*5GEL_{0UljG_;cMt!Y3w|0XCn
znJbwMoFP=Sae$#O=~-Yg9GDh@C}Mm(<<kksD9QnsA-K=puG!^^=0)oS!#g=?vfH=Z
z!|8nKAU;9)^e-tY>Wg4cdJzatf+)urNV^9G?E<ns1v(a&^S{9(dg<Iw;XoY!+r*)G
zRcpT|m&9y<fQAM@HUbY14<ufCCtPuxv}d=$yE0X8XGB8sr=}(s45pf>zvTZu+2w{C
zQjCH)<jW{dkOa#t*lsW3FK__q?TDczkG!lbl0VheIUOAW_3V11iX?OIW_QhIOQQhS
zjg5~#;BmBQSDH=-&b?-fo9Y6)<Dtqzi+kf`vnsjTN0@_|lCPqo@IWgj#ta=VU7lQ$
zC5eIuZifRWcaK?Fa{!Bx%0vSY857J)3EeNzD5TTq&=IY|TjfDi<?!&Z+<cxnh1VTt
zIEk&Zm(cU=_wV1cM-_=swL!)jo5zK<xTGWsjKS^h8o$TH#IZMbXmvF;rSTKU>|kH}
zz^ON@-yMP>Dk0HzzBLHN&rm^}7%b)qVzQ#*;+=mC20=vq1nT3n2BSuu7p-!sHkj+O
zwb;JqR#Z~j0HN{I(^G!1$=J>3yntDfQCK*zYgbZO_@6WesENen<S?yI*SG+<UbUUJ
zMmId0*34SE8oqu2Qojh8DfYPA!eX^r!E<zUgm?kO`&K3<CdO1m6iY3iE2?bSR%gfK
zbc_e0F}~pW3y{4d26e780I3tKmoVO%8nDq-R8&Nx9d2)LGxU1H>)apMA)6y?yu1XU
z9_-GR5kiQ7#u*+SUgz=D@TFJj=4NkypGNT&EuQ!$G(V5w(L(j#9UxO{5RrgY5%SZv
zqq{ptDpmjn2IdlA&)x%gY__(xU|`Ptyng2MN#f#(pdhRLt_-LX*l1|vl$7$I-KHib
z?cB8+9vH|1G-M1UMu8sB#1y3l=B7a7;1Z$v@Ux__6|8iS>^nR<q6P)p#mX1!Wpw!!
zKL}uufS}>|*;yutU6APhi+<T0fbA2bprCNMUYn<mu(7elf~;`g<YY8pC?-G|y`25-
zIo+>e_8j$}D~gGU5%h&cA_0Zs<v8G?NtlN<Kr)8@$@A~lmJqPW#?8Q-+5Z+~^i`-Y
zDr^NS7l*?V4}^~r!A>^@9Dv!~_PY&o9@P0zO2wxXBara|1LXfdQ^^1QXA6B`mNqyX
zPz;wLL%>$;0B1tt8UgQdM7Br-PL;F+9+y2l*e`))WsIPp5l=c^AF7%-Q$qUs`r6jo
zeI>d0Abq2wz5CNelDw9hoiK~90R+s3P7SgV@+Os=Oj5iUZ$S|e@wB}P>gD+O_y&(F
zlHHXwb4V*WRi$VM{+GZfiUcW53@j{kG?2+`Wi53ah@q|mEPn3_5tA<R9*$A<j~|6Z
z0zaup`0tTa?nzKWsTml;VNnPq05<)uUG-3RS<U$3yIWGbk_C#NY&?VJE(l-5QV;{v
z{Wpj?$N@ZXc6J`$=ngg520>V6m*=}3lZ~!m+Y4z4iQmLu10v(&v4G|_28dvAknu{B
zv%ZCe<jc`_KqPZJt@Zgn6ktxiW~1ZZ&CRdk@eDZ+Hz(0RbGpQVROxmjAi%?CfR#Q0
z>WVRFh5jBKh!YSH*aJ-7s|Lo>Z?Ho4=PN0Z@Hl03Oj7puO_RW!xx>*yELa!)qoWZ(
zGBN?Zq`rxX7%wmH#GIo;Yj2iNs4)Qf7id#!bSxQo9>!pp6BgdE!^gxF1{NDB$<gaZ
za49kA>C!-w{(E#J2~-{hB_&~?woZXGSA**f0~%910hc|MqJn~qjSbV?!^0%l{lP(0
zoSZ62*cpHR{0czArMN1=MDS;|+m_h-n!)bv?Og>X-bqNliHc?bWR@{CEwmp351*>Z
zs{a>xm3I59Jy#*0W}Qx05|V{lD?&D_m6UJ-9#9vGluEKd86hDF2@cN00+~6WF9T2q
z5+M;NTJ>ie8yoq+uvF00loS-aySoFw&~ubhwDwk+OoG<|4f^l?{x>W}Ero^F`tu=j
zwS3w*di4Ns#d<Tvs%py|z!92TSa<~iPi=j3(--ic46$g6-GypekTZvKa&m&u4OQA~
z_80@(2;l9{$vkPjzkN}+z}JgPO{G7o%+H5+I$nxuNoTi6(l}&nqY>!o?bUnvyaNaa
z2M3^AgiK6Kuws#XKpBG+vo`={DIAXX26B3H6Tf}RWxtDBs@eE*LE<N_x2ME3G&I@<
z2IOEGHBTzPxVQ_H*>JFgUd~xw9?55diG@}4#6z}P3+(+LTd~Tgi&m{VBPpM7uB;fW
z+u6|oh5#VM1~*A@;SAhC8Sp^dzbh%h0#|kKAy+c_+rPz$3Ay9uLc0pU%~a?DfUy=!
zt2|a`qvt<6jaNo-Y2_wkk*R!%ItJ74Q~}1zqA4VQr_VlW3Hkx3!B2NP4<2YSx3D;S
zNhAT`h|_NSE${6b^y67C;RN%@JJvfMQ&Lp;nCtJAzhgh?v_z!9_JM5z^4q~bf4<!_
z0-)HFBOVVax99AQAe^oL2ev?FVIcyLu;-dxIe;%WmL-Jv7W*RvRGAp9_^2rF%S-#}
zr)u;0cP}w$x)e|tI6a@6So^&iToJ)o^)tge5S9P^!2m*$P*G7~JImvCiwXw4;gOMh
zLNI87*K7?wxuOdEKS<3?!1;sa0mAf9kO)G)9^g#<1iO{$XjKCYL<)c~S0K=8^$kJG
z20p?<1X$7_jPVi7T_@7#)!g3Q5d-}N#JsRsjZuMo3<cqPz9qF>Z9!sWWCS67ouLFK
zU{_D)j}m%5qJc!n>DgI(0+Ze;ST11nT<FNXtmzy9$Smsz2Stw6irqjUt^k|8>2g9G
zywn>osq5oqS|?4wkpcE2fHe+|+CDjnPAdG9AABUmM=-7e{*npwhl!Kl`!}cv{@5S2
zA>hL~(16MeFd^qDnf5aQ;Q!tr2?@lU;nJ?Mnp2GAP7|+3KI$;~74>g2+TgQEAYwvN
Kf~5l5KK~C|*rc=o

diff --git a/_images/fput_hamiltonian.png b/_images/fput_hamiltonian.png
index 890007797343d4314679c4a3c62a4ac542c2eba4..7607f57fd73ff10e72f7d40f737678f24c1baa0b 100644
GIT binary patch
literal 32593
zcmZ^Lbx<5()92#u1P!ji-7UC7fCLE+!QEX#aCZqF+}$m>ySux)E;o7Ks=Kf5>i$^R
zqIPCydiv?7f6|01D@vgt5+H&=AQTyCaTO2<!WVcy3l9tYbULH}1HX8kBs82<ZB3k9
z4IF-e6bzi~tZbdE%neChemFRq+uE=*@i4J6keWF;**WqtGh6@f4=~v}m@-e7VF>^y
zL9mn7bOeFW4F0_!ii8WzK_H(F8S&3*Zs}(kt{T|txcwW9b@{I7=;G#x8dVPjt<_Z2
zl7YSAk&J!4;zqN0MhU&l4R~@9{bmuYhO<SX?XFeyKcy?DM<9_-y?j?QmQvR=(KXV>
zFWm3#T`v+^PaO6~n-AKg#J^y}KtMqF!;+JcLHPLi#Ek5r2qq>Ynu{rkh=^?NQM0pS
zIW&K4bvgT)m8B=9bdbL}^+)RG6)rlu*~iDHryQ|hR20F;WLW$E93Uc+4aSJ*^z-xU
zk_*v)g@J~K))j@`VJ0Ody~HHP^ZoZ#7SoNkdJI~1A?|0#$6-YLF0(_;!~$-9tVaD^
zeSI+GvG6oXnX@DIF#kDh5?+}WyX|6R&%w>p(`c>5*+VevzbCf%ywTwuo1PxgxZy(x
z9OeCT|D%7t{5zbIlG30to73?ug6Tx&kA9caMF@3u_0#os!pzJ}J13`IL7zg!j4F#c
zx(GsU#mXC;>;GJ+#b*r-yw|t4t0mJcgYI7lEF2urpx5gWW{p-CMlPFGcw1ZBkGu}h
zJwYfvJ;7*OTU!u**iC1P)le@F7s3AipWDa3vw$HXAtN!HKZZn<b>2KZL$Yb!J=9iL
z`)e=+<>ynSr>CbpBs1$pIiJiM491Xw{CFMrH!rt(7V9l>Yju^iw8F~2H?rXdJd6ML
zOmTzKq_jogaa>~5!_uy%sw(vA>gp6014walj2j<w^H173I;jiu^YbW%j}U(!k>KGu
zRJ^=HKUYlL9EIoRl7qS~I^UzXte5TjN5{re4{Fj@Ee;X>`$1V_wm0`}=SY8l2s%2t
zlm%2&R67R;QBhGyUGKX&*z{DJ|2{Znxz)8bd+@6}GKtVfYHI4Ly1L%(K%}d^WWDau
zQRH^d2T4UmRK-kz(D4lZKfdqa32&=FQU72x61GYsLqmO2Q#cwLnsEX#XABj=e;Hvh
zG@UPJf40oo)ZEOP2~OvAL?<8!o19bz^2uO#Ft*9(jZa%!yTti4ApyJ2c7ynAr4bG^
zn!*YNycsA^_-(;y8ap{E0VEq)Xh?{NvNC#iPY;aDfd@G`x#;D8vrh8=%DQCq|J*fv
z+b{Tjy??1q_1_RfGL!u$o6+46{=bPky&LiV_VNHED6)JS2g2XKf6-?@0XK5|``K!f
z7zZZ^0t&XPzaJKO4sLsi>UJ;pXIdnUx)JZI&5r-lBv$$tkRp!#xqtplwR^e(iTua$
zVEp49pAe94)#fwQr_1$74$bLPV>sx*x*9&T*!1}qZ$d6)8pZUkxl;8lV5O+*y2EH{
zYS#1Vwd1{C?F{T}_l4WJx-Jm>7V_o;q7qb8L_3-#Orlz-2m{J1EHv8e@=qUleY$}F
z{X0u<D3*b#=|c7xI&kIC$1VOZX`GfUw(A1WFfe}y2H?IoSbhHT1%pYaMXl6*Aw1Lf
zV!hpcV`6YnL|hy?ibNO{gvV|3(PSbsvZ;y3&CP9dcPPH?1%-eEJ^&V_yG*kdxNYmt
z2+F`y`CD`Wdmb1VNc-uNe`KUW`Tkn=m^LOB)>N4$yL7%W0kBxdesfESivAq$Ncwke
z8@}(6*Vhgp;JJu+E2smfAdXEQ!bsKhC0g}9^CDv}@}bP>AZ+q|+DpE?xe;r$St}7#
z=R#Q@3SV2r6G=pBs#|z(TU=aZQ8(mbVq%)JDN)v=q@m$nZvGm?a`F79dV-gi7k_AI
zNb7<g8`0R*RCs}voSg!rE+5R-6s&|K1!wvuj&WS#|FT?fS#3H&oX+oxiW!>s&CyDE
z=VE_9C@+sPAvsx$F7anBEhRN|uKUft2Y+x*4%zhd^sP(Vv;J(+7apfWWih2c%kVc9
z!fD&-5Nf4o*_9d0-Gy^{aISj%Z_aj=;jrhwxo!L7sO0RfcV)_r=6}I*f`Nr+w$UNz
za<&{86N7%b(Mdu~Ogz_ui3qG_p#<6NCOj6-@+VefShjXxy(;K%+X01-e}C+E@E@t@
zT%&=gdLd$Er6r+Sld+$rrSx%eaV&P5B6SvXVfZU;?(AH)>&QUqD${PpTxqZ_jsAoH
z4?i2XGvFVN`!pc*{*i?pipvUgeSPezivqFMCCJE#;_mK_9x5&m^#Ck53TkRtZrk<V
z;Y51-=i4I-BF~5OwG<%bYVFdKl7i~$IIwYX7c9o_3}1a;ucWBk;(@;c6`aLLNJyy3
zVGl7kH`nfFU!i?<93CECfCL+clIkitF%g0s<8ngybteE0s@(&EklP}fh(`pR!4CI$
z%KkQ5&#Ib?vI;!su$me+XgIi@rKME&)3w&dZ;m#XFnYi?(n2LfOiKr;)i_W5y%F{C
zQjC-xtEzr4YU(cjq66t8KWv@tgzu|nt>31;O^DQR4Fj_w5jDRa328GpHg-8xW~M-)
zr_OxFEgAz8^Jh#<j76559tW>`@bPpCJGs-<{%>2ZTWpJ8K=z0^jt@jb9UZ-{c({RD
zY>Ftz2RqS-K_#c=LDMSNwjO-SUq3}^k9&`CfzgO#_>r^C!Gaw{@co?_)7X(1q@%4&
zU+DaMg6AaF9LIsXog4HsVPPeEzdwTVx<+t~-~w|52DU`s4AZYJoO<McZ}fZEfKyTZ
zy}z*&E*sAY4##2a?(&Bs^dNwQ^bljBfsKn627@FcA;B+758$tZhB=<DXXwcMGj?ZM
z*?Hn`X>T7v0)oyYz;fLD6YZD&(ZN5?0y=@)7B-Eu)XN9*PA(qH1<DWDE)n8TA(=l`
zc9g7$OzUzhtzi!j4|aa|K-p0lPOt8F(XrDZ<q76++%L+qBzQNS@aqfruj6oFP?#@+
zu(AS$LO0oqJqSP(z$qv$GV<{e0HqF(-^I#XUPnZv(&-42L8D7pQcm;gL-R~{u~!bR
zOWRrxl(h7uH@LE6+vLG)c<A+&T@xC7K%&1PboSN>Ca`m%cE#}GupJln1*Pz+KD0p-
zfJ%t%U0n;$*IEbK6qS?;85kLhfs_c#rIjsKQ;CX-QnRuu8#e;#Pf!}G5$xSxI1*(W
z8=Kj`0dVw!2ZON`cWkZ@{s*6n^NJY1)0Q-)_@<{wf?2V!*pf2J1sjau@GaNVb8Xgl
zqw@2LqDNf4#;P~<!<HK&b4A5ImFNkdU6l}Tco%v`<kDJ95T89nM$po6Cca;=3J9b_
ziUbA+tAqCt4<j!x?Mj9aTD>p-!j0Yl#oh?02Z@;!yu7KdzqvQOYGoL15jYsh$^Fb{
z{1UMBhvJUUEG=Y93{_PjEG^IR&aP-EK}7tJ^xujuNIBT8L7NX7GI+F95}v0EdP8Ek
z@ig%;yE5@j7oA|fDi6-hW5i#<@y_sEw~(x<FT`^Jm&5eCo?A077-o0`0u!Ar-8NQE
zGD5ZX_V(s+1hkNm$vUlm#i}y$+B*j$y+c`oGwVvlWv@*I1(X{d3WWOS+J<IFfvRJ6
z6WxJbmX#3Pwj~o(IHeO;^WRs`HoUMF|J3wVRCGPxb=6yT4JV2yquV_&Y4SID;=;p|
znrGErz3*aezFhcscn@{>J#SMcmZ*xGzloFU+!P#t&VGk3b(n`fj)on(H$ZBID8e$}
zhVV~|NrE*tzKkx{fS|<|`Rsp>$EZ=9N{wKL^7uDkdFR`=<AalV2w$*FjpKL*1uhIX
zcebPH9ha_dZ_z}CoUT%48S!t9P~&$u_t=G`q~q!)9{pQ0QkIxDrcYn=I1W!qTpCcz
z`}%QWIk>3br(MxcS&@*=Ca5PL&6Ia0a9p5B;ad?n2+}j=B$aTz$Ud~xu1^SCnvU%5
zmt;i~E8s{$V17s*8G_l#aGhOgyTd7NIa^6~TQ@OT-LYOr{uNlPH?!VUN?+wjvw0we
z;|Ec3RfxjLSly?{yoZ&Vha1?(VENe;0UtlscL^71`LVSL{VeP4r9S%8<RyH!4J0!o
zzYBV_7H$i9j8oCUk?I-i{gux%!r+8@XF=q<=S8e97M6d7jz10~2o8>vO@)8XaZgtN
z(e8S6R!y+*VV#2YmPu!JW!e>0EU4%}nr5;3g3j#Fqx973&Yqqf?3LM>L&oAnd%0qJ
z%)0!ToCGQ80b({Z)b-}F6ZW{J<#RrUrl+S*Nlnd>OJ;hktoa#zkf&=176w03_y9$G
zomFd5K_pv9MgeBshY%hCqQUkcYRdiQE2~%2Jq$U$oVAEBI7PtaoRXNuTYdAad>y>Z
zS>q$}B49<~{mN6k%*X^A^^q)7SSL>+*zM!T*_GOzOOCp%KGWGHMkCH1A*;iQ!TVS9
zol0epRJ225;oh<HEd}nRzi7^;wZM-bKLTNpaI%3WIYu`BUuz6Bq+bQxE<udn8_KSp
z(yRh2{Y1X@4q$0QD2x&KNuz>Z*S!sMpLzBA82RVl-yV8<7#U$I^k^($Iy$;SFpjMY
z<RR|QzXl60ei<8-#w5S~dWT_f_oTl|aQLl!fB*PtnvAp|=iui2s7Yw!VAB%1Z$Z*!
zTRiTF-6Y~!kngmokWQW?*>-J5BCmq5$@OBL2-tN4D=V3`>Ma8E<&wK+XR(1jvTUv`
zHA_)j`{TEAt-zENJQD~Uk^1^V7-#~doq>3(lnJ370&P$>(ikVbHiS*VxF5uF4T8IS
z9;VBi$L5UEP*1lg(e}~W?@~MW7p|+aqg*FGqXJc$u7O~I!X6H*9VIbBUpcvY3{#T#
zHP<0S7QLMW@LTBi{%9)YuU@H*4p5ezu|DY#xVnZMmznF92+kX>E4V_m>Ohi-Mt$J9
zdm;IKz7X-a*1uJyxEK8PLY6!-RjgWQF_DO3^s49k=8TNT0;)BgsBpF&Y@uXgLIuE`
zM3#{E=I-t<;4Zmt6QBuVcpXEwv>O#YPtSF(ZNDWoTosD3_`WL;L{<4-p9U^TMf?32
zkxm-B+UcDcn}B<LYaaM5_*<=4QVNSgK3KX!4{o`EY9ME8hU<@@M~6KA@?)(L*h;L^
znf~eF(%_nz|7~_Kq|Ev-H}991i%_fMGsk-itO!$C=X(WzCJ9y#ip*TdpmbcYmfo*m
zbw<5mF>emLiII_j@NgtqIXSZUA-l~k2)A$44Ywaz`aARTpf`M8tjkdg!kZlrwkLDM
zLZYJw0LZdA@jMb56(wnB$HK<WZUAH)07SDnvo3j%<mBWM5)!f{!f~A0^!)q9Bw(rm
zWW1WfE`meHZACiq6d~L$XnnXext2dYExqnz$KtM|tJpgPiZd0qCHAex;rFDb3N(fr
zGVaQi=w%816~iNxVKKy2!Nt{8WnlcBV7chV9ef)YnsL^1us4&+J?FoEu*iD0*j`@V
z&@UXRAwMne{6(%+{PK<pwz(tQ$ksz-17&q=Y|I|m(y_6zNf{WB0SwaQbc9LcUeLnQ
zzp=4FA|oS{9(oiG-~uD?>(k*<ZQ(p#`56|_+jN4TkpN84mq@Q3lbIRS$U*m&&*{+b
zYw5SG<GIpoTEv}!Xer<+|C*h|P3e56*4;-Fjwzt9I!yP_!NWtJNUGcnJ6mJc60i9x
zuMi4RRzwQx+6`^^3ZXK_XO*(d-dIH%UN0lldkJMBW^RFadpe|}q+hv%j~4@@&2{^;
zw3)Y=v>E}PbgOt%e{&T7j+di2^r{e_?Uw+-2R6+}fvbK$ptTS0Gwh#i1i+qprEXt;
zB;i%(`&(tdqj7|<iwhSd6x39$sS;i-q`NQp$uts8ai-PPcKv~!jSU?G!ymW-C=hT=
z@KUWQ1(3Et`<(dgGEAJDhmSAUuX0*4TjpwvySM1=rLqB=#Tx#JAh8OChvas8E>Fhz
z?{t@6k>Pr~T-%HNjx^rE;TOYRekYJt12nNPwY?24Zd~z9HAVA{zLCLa(a)#3^c^tj
z1PuohxP}Iv;ItE;h6W3S;L1*FGU^VaNnE_K5+nbXLZC`m=Bm-*Yo@1lpRS>6adS@H
z15h8?<$M*vFHZzO!D=3;pH~X)t1NLfLAywBzk=d;o&(@0g~o$)#rG^>25pdab;sN7
zXt7u26B?{TO}$<kp4*F6{h2!{Gr`mOlm|X5Ts3~Op7W<Antr=mg?V;8LL7Bh2XY^N
zc!It9n`=^pe;f2T4Qyo@wO6e#)|#T-pDz8m1BaKKiE-PJ2zl|y%ggJVn-6i=akI0F
z0bnmSK0Y9xMkyD7riUAy?~Wv%XUp}McXxrw$+)tzvQ@4Zy4p>45cJ>5issT&g_HI9
z4mBs#)K?1iI(-foDmNTS^d|3%g%9lzNa`^5UM}(@ar7)mtzVz=B9=1WL$UG}X?au4
z7AMJ4Vkw415C2HzeV<EW6rbneO~pHDupT0UL(wtL*UXUHIhKtO&Wf!VeN_LEvSg68
zJdG#dt1~_aTzak3k;*?J0O;@zr~bf=X9|V`VeJ|mgwM&z`3Fj@tgWZYzjH?z9E=LV
z<>%+8@Vhc?@9Y?um<0Lxfj$a)VCyV?@Zt2U-E6hrkzDQYCZsCU>k#S|YSFiRk<M2E
zo(Y2E1+fgu>x~jQPk#{eL?((3a<4k}ZCmDhl>z0Ct8N$vjNGS7v1z}&ykEUr5V=x7
zRaP+DsT_gtyu%sVoKjnZzBPKKm&+&%voIq^oQ(rW0wG_p7l6$>sb|WtseQNGAJ%(-
zP}>0@|MqweiItVrdEHiZ^4?r)wOwxe#!HvSoBRD{V%f+mP{b;8;Bn@Ffsv};vmY6g
z+7OFGsYND(C&y=EIIQ<{sTsD;-~efD(r4fx>t@1v{9}#ZsH=T;wEEY@;OI`UN@4jt
z)m#V{eA^~V<~soA>@U^@p<!VS$J2S?5dbFWYUj=&PP5izYx8e_w47WIfHeLE3jlB+
z(q$nsGBS;7Ll_1IhD*yIqC1ez<F%&Zcd?Z|#%~^mtKS><zj;C)$Dm~8n4XNOVlQ+}
z{WKBT>wgE<&?Or2u1QbIZ!GKd31J$frl25gPDLRorAm}bckujt-cNN^@kmKZ$kWru
zfy13E%K9VZ;3=n5Y2x}E9sZi8c0027CefS>Ci=_kZaiPCuf>1V=mNEwf}5M0*Ktgt
zt+V?3W(s@ZFW2<l-DB-!WkOw!Nv*pc^P-H5hC02f9b6i8We^%mTsB4S9G4$AI+cvE
zuo3G~1w_;sXcQ^K>#}?mnV^aI;|wXePTd5ufL)BCrN+?-A6x=pGhAxVm$Wmz@5sna
zkd|IMkdPb^SB=%xp8=jL2!${RAU(V1=W)iJAZtb9cSi9I@i=?19C&3+og8;A?qmn1
z;^UiBc@YCWJQa3)_Yg0qq;`3;u1w`fM)tIKCOXa!4xmW9M9x_rw->%Q6n$V_srv$?
z(4xJg(2i0if?86VrmE9mEr9;{Qhs+)NJVumFB1UUGv~VJh2ZVQ2FVKy*}0_LX9(6H
zueBU<3K^?pW*db<gqpq)vqhx*G~6IoBk2#c+19Vjdf$W>v{UA^PZLLm(g6g>F_T53
z1j}VZsq5=h_w4-~Wwa}O=ZQrVw_O>ERWA%jC}f+Qsj34Iwf+T=J5MtnLI772&+*%p
zi!F)qd(h~pyfh`I*Tb4?J(G)BS-KF)YO@&IHx69L&i72SaUOohNOI8Y4cgPgy5RZC
z-kx^*lj+1PS=h8nMRJ+>>r(!ET7MQ%fT`&w$f6iJt%(OSS;&{TEnPrHg>4BpR$Z42
zm$>1Z{BJICxkBpM`~zkY+E2`%Wj`Ydl;7ptkSgPb(3E0U@jD;?0;ony!P~$8gJ7#m
z&kZ{~G;;!)v-S1$!_{VXVhdSX3xH#I-`wg620F>A#>PtZ9z9LEwLelVcO$+p3j9n8
z>`t`qm+qIgoeH;`M{zz}3l*^dh57ph++c0t&pcLn-Fg9X358y1?eI$dZ90LAnLCvL
zXQIBbzZZKE`mJMjw(n?-FeHq8V}K^hjO4eXj){8v#X5?1OI~N6?B7RW;ivp3K1<t<
z&R0R7<~yVdjlm5vv*wC@tsBU@E`SC56qZ{Av|QIhw|{{SrKq=8e0Xgwqs8@t*t85N
zth4uLEB`(Mp!F|0tuFbrVYvX~R0I%?cEnje&!6fY_GB%F;;67CzRUuoY-#!q0C{;U
z)hqIfCWH%V^Hn@oPzY%)2GPT073PRvPME`L>hg*L;OYky)3a&)a;X((iCcX#A|SA-
zk{t(BROgIvnTj@;8S;t_&BEejhZeg7kE>Jg!fF}{XhVNRz`zs_U?bjL9ZG#m@@SJn
zJ72WzEFN$<-;GlET|it~v>Dah>L@($c(r=v`9Mp@qU_0ZOTiX*`q23vyC4=^GO+m0
zeCx@XQ{$}!d_5W(ctb=-<@bcDdO|{?GL4bqb=1%Y2SmBg<?Ss=t{>$-8+>|)t9hM|
z>sC?DB7RTMviE`cs--LYCE<R9LgI^>n;Q>|A0irB<yIkj5fi{asI`N!IU{{NJotW?
zo6967CVl||Bby)R;N+BNXk_F}Yy^;3v(I-Y|6)qw^XShvXd0;r4IPp9^C#``l~GuW
z+m|;uw`)oXDjL;U%gQga9p2c9SxR5}`;AY54!xuEP4dfzmso`O%e`@#krY58D0~@7
zR#g*)lxV*}#b;+B9mt^#<8unh1x}v(t@2ye&Fm+(``b?vcc(I6NPNqPRdpt4^W$=@
ztmiHW@s!m%eU2w?{=yxziiw4>vE>$BJFvOzg*D`~dwgxLOvZKH_%SkTM6d4fK*%O8
zm=xbb6faF%QWgO)7I{U?owFT9And*4k`CG$lKcDP9h)`T^*^1$3OyR?{hc{xMZ9Y=
ztzsF`{1g25SDhrP8i>c5Q|#r{d2N*aUARd&Dj$Xs$9V*U^0Q&jKK9~c`BLpipsff-
zgn8k7!h4q#1>!pgP`4JjXY4ksJpVS{oBc5{pbDCdrF}i(B^HnlQsG5}f{kH7r=Y+T
ze%}h_-rByVzCVLf%plJRjKj>maCqg3-OZ;$5D=8{SB)m7e2w`nmuB>O1!q2yoFI;)
zp_E1ap+HCoq|<l4BNm1KL1KIL?FEY{H5_+HjFKEh%xrIYrLh^aSJ2a;huf(Mjx^U0
zmpKkyAsk10%+1skGcz=dJO?{Jt`uSCV#0fD{MdRuo$%gZgjSl8(&~CaFK?;IMAugY
z^vQwGM|-XA7s`tuUw&NsWLc<*(#io9RiJRfeXaw;Gu|?9eL!uqOOWo0f;da@W4Ixn
zTr*W~tY#iv{Z3L8d=?HWAr_&e163ns^3wR}clKMCi%3VZ0}u#bVl^-eOGznv;a=B{
z!x<U|aky31uYTVNTgu*QiM5W~TJL0H8SikVk=f(^G<0ty8H!ZU3s8Z;+8<i$w}MH0
zx&}ymBbYlLfAYF2m|vPO&CT7jvaxl$j1`n7W~;Sit5*WBg(irGCC1o~k~$9Y%W}5u
zlIS!!P|EkmsVt)A=P8-mEIzO*&lJX6Po$IePpte_i~pt;GdxYmEgki|H)4EMm+eO@
z9)&OVtNVO|#{LcpZuX|Oj`Aq1)ir)0ZDHAFZSbk4X0XA^peCEt@b%B1(5vXsFVXk}
zm_0HBceS<6lJf(>maj|puUyuH0sv14$@tO)1{-5Mk8#VquFu4;Fzk*KU03cy-W7eJ
zG|eiXRw&Flj`JOysB}+%ml##)NcKU4h<X(b>hU3g6$>Rp#KrCw>CT$G=;$X3C86q8
z&Sm0GN{&Trdu(%C^fnD{&N$dU0qgxK%SGPMd&;bRe|o&B(lUpkH=^%7=(8kxH|&<+
zN#i4LrzL_1xfi9(nd797rQ4sqSZci>pgY}N=DXh>V$4_S>E);F-E_a2PmO6yMiK-9
zTLF7?%dhe?sO<4N?{%NwZZ+x^=so)<a?3A$eGoGRv9114aMHCWT_T2*52s|rj_+WL
z0De1C){>P5jDUKx*yZfyrP$#GIJA&&FN3kiINsmB?TTW2kZ>|UL=0I#Mu$4wlQ<`q
zl^y)Jgt&N{=IO-Ite==r6ked!NPUxo@;Xy^EO1l9=CE2sd#$B91H=x9>k_A+M@;za
zbiVQWzcQJ|NfF+JMI9sHIrdH$8)Es$tWCNx^fzD^^8RYzxVl8Z*U`~u?KwI24ef!#
zPL-5vW3`O)TMngOcCM)Zl9cI*fTZLX*oY*;t;roR=~21fz(*t=Lf53)v6hn){pM**
zmyIQZfiohl0keZyREl;fi*_^+@EFLQb?Fds%}#u+@ERcWZo#>6N{dd#C&V2fWnJB<
zp?Df2025T@d~cn@?0=jY(>{)Wp1fye{X#f0t+I{5$6L(qxLmJF$N~q)1{)JD@p6C6
z5-2S`O-@7<YTwvEEg9E8pM<v}6)he1V<OY9l^?&hfg1Pcq1omtuZq9y2nF^B3^DmH
zyM|6LT#a_cI{eqRR%Odjg`Q#>nz7#IJ6SQ=>$*A0dUhb6ovidSreQ-|Q|B{Tuuioo
z|7osTTzEH$Z_JH4mH2!uO|vvaUciT!Zso*-_nND<{EN+pKO{SmwV|VwTdDX`CY$D{
z>NC8Z99ixiRE9|X@4UoHj+xu$<Ep2g*%@dr$0U`xPigyy?E#$={Ye<#t4z}yKHk)!
z&e(D7GR&iWkG_EQ9>8~ObP6sFqzBYkc@zaQ49@j$RnOD_JRct)*Qhl?QBhUJz`=p_
zTj_ZK=#~_=ABg|jM?gO_(Q`rDK*D7@6d0)aF)~@8Ko~JQdQt&%H$9q9R__h;o#lt=
z=}oYM^GR-JQ&YW<wagvk;}%4Ca&p(JfBoGyg@jgh%ec69x3gQKfQFfr{HFjA-w*Xv
zRFuDFa-f<=K+-$~`E(TLTVjU0OOawgLODi6Qn?}<R=03wtI1~0^a~4SX!8IX!r9Zs
zk{A<1TJsYTU(ADgB{eSMJzqcuQI)T7vs|j+@6ilNcDjKD(3`var^wD8@4OGoe}_h8
zEX}|&xvOR^-Pp63=eRmrIpaM#K0drc$IlqAM6X{yf7M@D(@D2}5MGXci*~{_d**+n
zaMGtmrV7G)ToD=9xPP_M_>Dd^&HYeHmHJ()v3J=281*t9ie_g9D+?0T(&Y5l)~Klk
zlcq3Tyi@PxGkM(Raw{j&-5@<3`lp2s^!X1RZ1~2U@a_xFXd5RBl|~2S8BJqRPsjcq
z=KIqz%R;cQ$FPeaR`4kgn{^$8;o?#Y6M)rsB=uMht<TPym$|vPwEr?QGdnL1OslkS
zEY)_sTsS&AA8w2UBK6jq5c)zv)mU3Gg!*&aR&b>u!Ze3WO6VLN9rGvFux&r#;>3}c
znNAG${p70i_c!i16{_Kol+0s&Sgc;|*S&GJrVKf{c>ci(=C%Q4L_v4CbK2>5LqyyY
zl{<b9%jG#S_yl7S8FALwX!LS6ywGmqk{-(HV`N9Z4=u_Z3<)ZWEWa9f6lR%pB<&?X
z>q}^xxY0Mr!;xI(vLGxVPD2Fo;5tM#(}Mi|q*Cm=W<^hq<fJV7(6w2$^9-=X#Rx|w
zaWP`dmYFClQtUZE&l#a@TxOFxO-hNu999O~0>*&?`P8341Bvj>gGv71o&)#*AQt%N
zIKb4@7Jtq*MIzcX<Rhxe%a<po<GP&^iwkNfUdSP1V&KoF4t9$g3nTeg%n0yelqd7$
zcIzvdxv4LXWkorfn|HnW@)jEydAYpRm6b)#wfiF}zScQ4QIY=~q)SPQBd@ev7&H}d
ziO{wKgMWXw9|8M_lh;I7S8J{ND_BPe6HP44QMP?j$tmknKj`S5{3bRvR!(RNv|6B&
z^>(BCsHyAorI6%M18b{DrV5=)j)PCRHMw;SPh|t9mo-=2t-%{V)?dsYmHtJe_K+S!
z25(2WbcUgA`uao0fia;E$gS{=KjLa(6w|PW+k}#;U+-6%rP|A|F+5tyQsAG0gBjfC
z<E`ImX<-A=B#zyJA3l8G@dXP2;%pxR*;m~D$HIbw|KNB0ue?Wo5KvWs5=_l}Zld3X
za?{jeVVXNx^S7>=i<PX}jgYXu37_asA&P)?Re=%>A15Gcus%bI4xIBlZ|mY6PENy-
z#5lt|yK&pZoLN~91&VyY52$6gyQAYZQAS7jG)3&@z;=~hsi#izQrS7^7)Gusa<UMQ
z6qrNCJrk0I5f#2e;H$u?q-C<b$hwx<84Q=bv#&^lgOm3(viVp1&%4B?Xg7?PH`wyu
zD?P;v5=s#6c-7^-=Pe?(Bh^9GQlO9$4rl?L?9RJb!KObavW;q^SlB5W73rBO^yeY?
zI8S<q?yst@^)r9tnGGDO9OQSqJJ0#<B;xxnPdcuvx`XSFSSaG9Z}&qNIGyKu76AXw
z1Ba8=I>5O)9Zo`!)Yj5ifQ()X0e1qR;IW5S{^qjo22@wOlzBumO6?XWgwA3oOEe<B
zUjXa$cVtBF;6ANe*Gp8dqhnW(ue5J0GUU(Fa-5V;2j9KY!0{2%eSc&Zt{!@iyywI1
z#adq=0~;ZM1H0BC60l_+Kb)R6UHQ<^IP(-~vd4uLE2FcrbKOdHdL(*U`Dy?9Rz_-`
z`u;Yc^G9Dyj+9w<RHw*9%ryHb>?!)AOpEzf+!i3ZH1)0FMM^+URb6k(M%)qut8%p;
zHW1OdV5G+sjkjM|F0*gR<yC0yjqNZ&Zkh0X2TU@mp%>keZY@|Yh`&>5zWH6Fv8&DI
zrs{dv0xzWA_cbE60uo?8{9o}>ki-ng>`rj(c3{)=1R@VrgBFjiVMpC7R5{F#OM)u_
zD-PfY;k`&rOY2@=Cl+$jZVqDU7iMLRH98c2e|4<;qbg-F1b|-q!%4E<fq|X%cF%M)
zEFz-F%}sq{6O-=YVMKnHQxQu(-M?bd#DbH5q|oy6^T{|l>s5Nt4$rfVO$t!=7&JxO
z?3S~m2_zzftw)!};m*cp+^-C)Jw7LNgj{B1wMX?P7fTRYcMvj~n%4V7#rN~&{3dK<
zZ7%q8+fPU-XEsH?#(PtD)mR0BMcLkvOa`<s7i*-F!`6y|u0cTxjKmLtKw+~Cv<VxT
z{c20{`U0WYmnj-p16dqc93maLX~jQmiY>Yvl>PfVw}96@I+P14NTi!t82QPcn`vU8
zg0*$CF71^?K5u#5JBA%0!)$&Q^eUNwR;=+|Y=lJ!Nsq`ZGTW2TZ!nN@PN5iDUS4^s
zgbIA6x~bM>{n}&?XEKKDUU9?m^|&V3R_E_)G+m-B5CzuKIedKluQ=L*%m88h&locm
zU)VQwdo;spz0C3J*RRdWPH^{Zv8w&v@CU#@v%}~jf$oP&#7D{jnCt#|8`|E%FJCi%
zb6KGg+Znxwh8{a96(<n(=vDv3_PpXevROcNd(hdeov0gda(0{k#oVvZIpC_;ke0vC
z+iPgZW4lIP`E<Q~6ppDE;B?Q+*&}FG!Uks6dS4_Q;=a6y_hlWmOqu^l)q2gzD~!*C
z!&IdFZBud><<;Rgy_3t~71^!biN8zKSzW|Cc;SIvGI4wk&X24-$P6F+!#mmFYN@Zy
z(V4^XSA8|7gRFyF4?AYHY;`gX7~GaAOrqo)+FSWROwRg*&tk)1emq%>HQB<+RsMv5
z6ea|nE&f>BSZ&#@NlQ1Z+!$$a68(I-^?k0{64B^Y`0ZBpp9>2hqJBwJb_4dmtFy+9
z<2}murLS@fZ2yOXC!IzCm<&lk{}K=o_~&m~e*<{qe<UXZpxX^Q&RjW<{SF<*8K=Tj
z85#~&L$q2e@!ZJrt?+=TW!srp@cMN&cH<m+eN8T*2I{=39Of^4C?54YX$hE4KG;}1
zd}S}L`0nLWo#d*gtkosp`u6ujR6*1r<IrB7(R6~Z<~ZJlmxK`5LmJ1pA!>E_s$i)G
z*-P?yL`d(L18nuU{alANaPTzaI1{MUYiAt#`0mKOq|xIAA=1~-{SL`zG(YQ_QaxZV
z13GE+sK2Z9Q$bGt?);sH?(&tTvjgaT{{V6r4?yD6hIPY{cqyAdN|4NoufT!+8Fv7U
zKmK8$Ovb^1O>#<<pW&FU-uYN<&B%J$Y{P$2ZU3ouM(OFCX)%@=;P|qXlKl$=eRSex
z{cI+()*C+&_=e@$@!fMgyWMV~SWf0)=XEI?hCHsiz1qK{VJADnM6O@@LNS(Uk#@2A
zA*_M?09(;O6RHhw3M;tWO3OZq3@6ln>kR3zzFmDxD4Y&34Bi)`MDu@~;-&r|_r(I#
z^@3<(s{8kxd%S0U5m^Ee=3HtGa&|#_@k7hsp=E+0$!BvEdS%ZPz1Qo#k!oOpD{5iB
z>FTKHSd)O<0J^VqHK-q`?ZJzY`h+p>U{&T(3sFMfj@_UGPH<4rE7J1UK$Ao7;o--D
zBcmIl0PuySg#n2~Af)8TP~u5xhn|5w$(nBc$h#99{d3d9-!wAIl!g7EeOhJoQdiS{
zqVWdR6{WrsxzbC@7lg{#ipZ^kcbml)!O@iCZe`8o{3Ssmq?iPF^e<+-9v^MqTA*-}
zj!DdlLrO>N`=S$T`n1A1I=Mj;U~<<huc#D}o-Sydqc~$OuZyGj=jnTMhNh;Nk6uED
zc4!-8$SaRGfq?*BF9#=;)vxF1ouMmkW0C1AnyJ;`G?)LCRy~QLorUOK=m|H#XQ#r0
zo8303edl5Oxpm>nY@T9#arS=odwWW=#RmZeF$T=g$?g&u5cm@LZT)6-%Ay<3Ez|o`
z*w2TZ4iT#UP8N}14_hHkD6eH9<nxP&U~OIGz+B`nUs$CZH!Xr9qB24sYH>Dawkts}
zPpn+wcu~SMzFKD!6v_|MO6ffRbS(-hDwvyt2~*f>j+d)B2rKI>z^cSIb#G2L*`GK8
zs*U8!(s9!T#0Qa?qx`kjlguoCh-OO!<lPRX%HrD+&AMF0FKV<bXO|qW9tY~Qxb(b1
ztXwon?o7<_J)4$3RPvz5hjL$Di?kdlG1m88FE=euLx+{2bn7z(cbp#@YB-t2W80RV
zh4(zTzEQ4L3&%Gh*Sz6SC#zQ&jpxYu`NtZ1i+aJVE&}TOlG<h{`BXC2BPar>GZ)4p
zf!Hw#P-TO2CIdt%4dObqEk*joTqKL(yn6Cwb&?|4TQLL#1b~Ay0-mk9EV#Co9fv_9
zJ2{>suR%#QhwUQ$3@FfL_@O5Yvo{a7lvh3-F&Km`edL62a4PPju2R#JUbh!gk9Vj~
zf>gUyU2DTcKqvDtiZ8+y&0Z|HmVZq09p`P!=pbN+b>M2smxR@b(YndKsItxr=0<6}
z^6Op6s7Px~d<V}FUqxqtFyzO_J+FXp;a^Y9Ic-MK*V37GF6Pzqi)Smxkh%6~lKuph
z;MmtDBjyCf)nUUE{s4n-1`)<D8nkQYaojiQtOlr!F+<&}*jbA1aFCI>=769&S*S!3
zK`cmMz0yz~|KIyE7(}0*ap^}stCpqgfQXrtEB)3I`EX;rtM=oO{!b2yaJlEqXgd98
zkJC`C=x(EOIDvA(Sgn|ndVM6&NpQJoW@CeGWN(}J>&5Z=<xUkzJ#xK}fM!Qkbik*f
zqYP}GP}eNai;W#`641KlG$if$F#k7kj0;`FvljpFjl_1k;U?~X`SXdy6Y!!}-Vv(e
z{GTN|0@w{!Kp;d3{D=-JVfka<Pv~YI(%d$ygKbUX;UiTkypAT`;|KYDlQA3`m7h8~
z#K{t(aXE>wNNeCT8eAYjin9AVqXQvhk$YAvWA%i5Jg$CO86-h(6--hla-@@!R~{WO
zv&(qC+(;@IgSgwDk^$H1C>FGvxq92#$~_77xLK6XXDR#FV}WrEO-<fQMd8hDQ&1g}
z@-FPIq3Z@4;>BoMw4M+0kN$n#Rp_b(`;VEV!&?X!s}rY7{Q}$^Wr2;Ple97GfE(>V
zUjZi*njmPdv^nk7N_SSY%;5*G(Idp>o9}vX#whB7YQ>J*sQq{Y8x+1v<X1V8O2Qgc
z$M*~*KUymb(f9kO2q)`^_vf6GE05m`1{Os`e@>=d1amQia*MLj*&;PIvN|^;+@JKd
z+mlP`Hv)ZaAsxPpBn7fb;3I1U@e1)n1nP>bG<Q=#u3-325O=_3&G&96yPK~%3tNW1
zt%+^zp8g^}_=-Yb^Lyv64P%*vdIe?s=RuhjwwaT3=?rEyYfN0+&!d?_!0m|t^z^g{
z*gWMeDCjoC-7W;{(`ZPn#=I5M9GHa0st=70&*zDf`j7FjzVG9KxB_i|{wb#TnFeF8
z!USP<G&XU>7R(CvO5^76x`yNA1k1>X$W08`xuQy`y`q<2C5)PYmi5oNmo%zuuv|Bs
zFnwdC>nbm$ddNY=jQVkrqj|_Yo+YZPg|GKq$|kT0zd;45Akc;m(d6Ec8Fs=aKbKV_
zg%Z5TYODcBkXAWSIL%p)e!^B%yJuZb!!YO7&w#~W7&AGUfI;=2vhhD;n*Y}a?KXJ+
zZM-J{4sEhhPuOay2Il_$-fj3?;t{g;2NH|D;n;n?b6{HTRcC@70@J(W->QvZ14Fzg
z$eLZvMa&MEGj7M<{u8G>Sj9Ig_Qu;745#%m>|FD<W#f)&-!{MMOmw!DA*<RxbPXA-
zc4nmD#bM;rp7<R?gXz>U(ja2U+4%G<Pc@l}!KFo$LJx1!yvkNkDaHn)A;K}2ey<82
z!-axwnhX7XeL>e6M>CRvP4gyzNTteYQ9_!fM=*om`IdLSVo96(gY3~g6~z~@=JIkX
zS5#Ci{<SeFmjV=Oq*&=*_d~H2y%wVZ)Z4=;sEsS=bO~~dpgHl9FHqhVFAUmE=%wnF
z{eXMHz{(0)Pl%HfLO0ED@xWwQp}$9%z#BWa(upu#q8*nN)?9J`pXY-oB2Ct{+^?$Q
z*~c3<u-6HQ!*k&cZ3W!%tL(HH&n~J?!}Brb)|V?W5$X}KYr)Nl9?|Elo%bavA+~L4
zmf`HSqK#YyMx$c3V}vmwTzYYUj(CB1tS39?w>`fJq6tw(VA2ntkmh&T$ur;4`+Zlq
zt(^w3%d;I8+BRl`-kwlem_W3CJESUPwYedMOVb(3;u3#P6%|ZMIwi$2x%_H^kj9c<
z7J$V3=Z?o)OKMAs^JuM=yU-H_rTmQD9COI#pOqZYV=!=W;iROb(gob(Zs1W+`j|Uk
zf8w*7Yyv)=!{vH<aL$Sbf|`uc-D{`N1Lr!Tr(9{On~OcyG~x`;#hvXGNoV8}3cy-A
ztn00MvPzK*3@;+C=y`X<Py>4I4C7P3%ljn}EQzZa|A32@k<8T;h?-0wj7I?jLnKQm
zkL_h;0t{h?1G>~pak1>Vc2H4HOf6)5(aI&=st7|o!=8#$`J`-xl!88VSk!xT_;6$f
zG-lbR*BT)5Y>oE*OU;2Tjh08FHghSCMqNU7#DVwa&@Eegs)ESW38s|y;i72RbI|7D
zAv`etz{AV?*T4K;LyV{M6wuZ;fkiIg#|Ub71Gf}~HcV6*^i<hxiKg?|LjorC6pa~;
zLAk;1z^}G5=#xKxbZ)#5`L^HVmMN6kvu=^k>*+<yyHlI4sH!Sn5eG0kU%Q7F(A~T~
zIh>1eGxxL?k-t9tl`XH{o#g@9k_(m!GU<>DqI!ADP^7n8R)9j_K&vfd)+On&X)s~r
zFow;6%f5?0_DZVIq7U@6s10zuAV4nBc4OPf43($@l~PGiAmlLP>=QVe2#WAV{`rb7
z)UwH^rAVrh3kgcR_hEP>q=3#&VWF2(cKH+*|Eu*Sl-2h3cKh8yjDHghXe2_$r-ZHk
zt)D+U&Fkvw($dq54MY)DJM0Z>NeQOty|uaDR9P-CJw86NG~zrXzNkq$*L!<;dzVu2
zf7$4^iA)SaeX?q+#t_p&@h_||oKF#_{0t-EWOxWmV-jRi6~AO3@gDimlxlAK*!h=(
zcWb7@SGU~5<$ykIv^<%$g9AOKti3&O6i)<0@go?jvTfX1D043lstHbF$++zrF;Fo>
zoX0E0jEjm|97-BOIjV{BoOObv8PyNl{KH`L9U?$|e;#;k$Jp#Zeb_!=GYWHnqTWY~
z#l*W3iaGIr-8oJeuUu_0TIwNReR1Q|au?RSfyVmuq+3Mr>;B<%DL~Nk-mE<<{q?om
z=EF7OAjL_gf9t3^Y-rgPr=6>dOFtk`M`UM{0>&==yW_ckwiaSR54BQ$Q2!%|fZM-;
zpRe}`vou!LB*ki4G|NJfGK*(FOy;LF?P~4BZqv>BX_J$Zw-@+3*@CjD4Yi;liJ)S?
zrNAzb%x;N}5!bf%pLW|-Zl!qXvsKP06HfS!tk;74@Js6()#-r2E1~vM&Lo`_q)k+i
z*kgly@6;a~`S|RJQ#Cw1wd^(lC{6d(z?Bd}dk_ffNNiB9PApG0|AXI0(0o%C3vO%Y
z3zV(*Gb|{(Y!yVyMH7dV!39Ztz#`y74gTWB>OeZvkrD`VuXlM8aOlSc=0tcobf_qy
zIHitGpb#hm6EwjE!u@R%+p*Y0jS<ywS*WPcY3*KEz~y&6@1@D|QrY2U>-2DSeUQZ^
zJcj(da?mF#^T}P%P6DQwMPXFw*A;g^59<>&6Sa2lI-Dm)>X5Zx?Clp!Z3gL*+&}o-
zu(A(j`LQ8XES#j(R$&7oUmIAEKop28+rmq4vOPlPuDK8s5a|yNh@spBiRlIP-nw7N
zPOT?)H0R;l1Zx<LYiv`hPhS}pwd7(_zxrXqJapf3ByqepaD<EMlBu6Jm#IO7)%^75
zAo#I25Au__+35OC*IrlSAeOChrx`p3ajw`a{L);U+JHLGC;W#=K62<|F)ZTCpw|z0
z#L7<CbGD8Cg{}-VC@3hvkVDSJ)o>h1@BcJcsoPEfVC~-Q&jI?Q76m2Ih<g8S{Xp~;
z=5~FGP-$OaYP#Ftp&rKXb0^Br#Oe>QjUSQuQ;C2u826j?pqY8@ruBEy(aA|LjE?rU
zZMm`>$qJX>3_3cd9z39Bf%@$@xofVm(L?=4Kc2zDH%m~Nnb7pqmQlpu+V^lT!MIn|
zvxq9%V91U%^$Xvn!i&IIF;2&1Z1}S$q2r@<A@v6x(bB6E#zh1x>Cdd<KS@NP6Jr0=
zoDd#&Y*m38jU;UFktB~l9K))#1O{sONdN}b?Q#>MMZKW+@gqy;vu)=aPH}N@llKc3
z&3+{sVCBKh`fi>Vy_?@F_i@LU{tl->((ZefwXZWjHH_j<HHN<9ky74%z4#&j_^TBi
zm23&mC#%B^Gw1J7{lR)tQ6FhJ+H=0{I^R5Yj^4mcHS!vT#bFxn(QX|xNO+j=attx5
zWtSHc`H5oV*d^LKhVNFfvHPp3Kuh2+?9j&$f(8RpWe^f%ZQM=_+&DnYDQN;?5cJUJ
ziv=H$QEbG%aKRf=B<7li!YCI_9X1DP4660(X<U}awE#&AvRtT;7)fH>Iyeaa`4jS=
zF~;rwH1!*um$N~HFEBR+%)aOzccb_Z%P`9ius^Xs@|!(0)y2oMy#pehn9Qe~BIV7C
z!A{<73lIh)k~wa7+dT4_S&ieUVtTl6@UJ%L^`wAXKEKFN7Z2m<H_yd_j}iE?XWH+k
z2w&XZ<wynF(QOqO1O1DiA<^$bdao7a{eEtfkNdbXX9lYvaMZGj8Ok#4!ob87+w6>t
zjKpS?{)(@M@}tBaLgIPB`H=i~X_-L990Pk#yRt>x094%szfb)GR90nqjhk{yh=4EX
zEy@;<wn9U}82-YG{o@P-8YZ73QuQE>h^&AjwWcj>t43%fPXLwp!rA_?fu(&Evw+k-
zuJQK-1O}nUO(<Xlt7m!|GlS2$8!)#_mZiEFia6^-)^&7r$fwJS_(kikc#>_>_{eO<
zIgs-!XVZ4Az-{zL_?l!lwc!DXly@bOzInZ-*<h~m?!DuV*$3|x>Ow;}+Gp`$S*UI0
zb8G8Lq;E%%Y3KW8MceOr4HXsa>CkCbm$K(H_M{|Pf_9!2{M@_<!ew_n#p|04>%l&z
zPg;!bueV!b35gJ6Ryw3OP}eFpO{G;$AK56d@ML#sOE=g15|Z#m80daBe?nN7U%x|P
zV~Xz^-=%bbV=Y5kfdBse<6r-=;ID91Qa7GERo089v`j~%RyQY^_)RZOCOO~fwe+Mf
zU+Z~1?-`Pq^~T!@2%C}<6YU+I{;}Xv(Zru~lu0=`KNuJojBZ;?OTz>6S{!KQeE=Vc
zfrS+i7l-+ed(83$f6g{BiX`ZA1Mlze!y_Vg0|q@_)^}h`a-E1U44C!vx?eH{1~z{N
z2EqV-^SMb?5A%?5>JO#)d-?MHikcGm4QtCms@2D@FDCnAb^yz=Z=(;EagNVMq~fj(
z&iH#HQOWE!abkJ_C+sP_&I$}EUX>5rMESGzPUnl9?zEbDmvQbo@P>tl13q!G<Wi!H
zykBPHHmSV5GcHwJ684`OTNSlWjX-|k8H9c`(&6EOu5dN9Pn*v_KqBmg`z)*wVRB8=
zQ!v+vDXA%cC$sUM94fAu>DhmZlLtrUKaaQ0(Kin=Lr-VLBE|S-f$-k#iKy~>n@IS!
z{YB8ezAI^vgDX29JA(-fO|4Ok#aO`1w193SPcuyeXa#+M2M?WuBpMh-`@5k>#1-;?
zd%4w?dBA`b3LX`;AJ|f_hG?=j0k`wva-!aVcJ}i}4=?!jhV{$(875MD4rg(XFMPzN
zf<f@)>0Ta~{O6}#Yfd)9JNp>F@p~#mO|(pzA9OV)9U=A~Qqbs)N-ZWHW($-DZ{k@T
zz<lMbu|=S<G>C!(Xra$y`i6#(sq(N`SXkm2?<l&~JC{Q>+SoYu^-kA_4y5c5qYB1@
zOq)2V`FS)kU<5`jD4qaQ^W(O=M;h_ulE6YV`G{WHFGZ2QGBOBZVIap;-Uwt_<&r~q
zik?>5ujpusUu=*=oA7Y<k1tg}V+^qkk5lw7RK{})eY~dsMtq7KOA96F*-$(KiHbGz
zEcb#_<cqh{X*?9i#~&(G?+p+vepGTvn}AVFT2@xn%d1WQ^=`1#H)a&NflDYdJ{4;^
ze0s_S%lz4hf%6}IGBw>og(_b1Blhga>bIZ**aBKQdQr4SVvTuMd{cS4B*Q+?+Sh`w
zWLIy<`ye`5Q8L#3{qb;=8y0H<kx!0OwFk0zRVt}y-_rd;y&)nZ9lxlJqD<@#-RPS$
z`G@*r0QrGi8j<eAvnZ>7Ae~29la<eI^yw3&HuhvS5)g?+&tnKkoY6kqjS8_*is_ey
z=~=}7pnMQWBK3K`y=)avMTXT_@>oqXbqEI39`l_RRvDF<L>(aK%3?#rS&}nE{dPWp
z!n2i@8?8`RVIZ@3)!VB@0GIO)4luO4(rEkV7Zq}4bd}P7MqLZ*y`xBImQQy2BYRGl
zYX4yqG&Hnyfg$GMdK;pvYhW_E&cO`kR>|obhoXSs-y^fTGe6rag9S7L2G0HtxR<7W
zy+6_A`PEcm!(o6+z$%~jj?+JGgfwml1H7Q<l*tjvPMx?12@*F%bpQ0J%4jY+1SL#a
zmpoup1KJ(IwVb}P2!vAr%fia``STYT?7ck}HJKRW{e!OcVLTT_<La{kVXn<~s@?6x
z#CTLAiY`u4P!Mcy2(wl*v3p?i;erthsH=Y(wO_KVqZzKk@HC}@wvq+d=^|{CBgCI0
zA25<wa4@SOr4=O&sv*R4wej#4|IQ{TVtmz0zxh1|qLwdO158)7-xx(0VXB%k)}t9G
zFIjB*0fSNqU>x2#$nuqxkbnU{?w}d}`0=&Dw!Bz=MG6-fJOCEizd?%SI`bX`G6XeX
zbk2W5(JQDePN1B1%xP#KHTr7rh#8~l6MAjbcy}VDv+OybkKvgcDGb3XOuV<FUO*IS
zixsjdT7!x0xu1TcCJIuRM-~q)rwOZ2@Y1n;_2B)aO~w<N^YKSMbxf+Xa@nTEuCUC|
zuhsxY`3U)#-%4Bce~%^3P2B^lYFPpT=!-==u{1$&{0KkwP694z9=42aL7|}th~aZc
zD;w62C_U?x+kuR0-~Y}^3v$^oG+QzPf%30|CRb9j@_odjj8oagMjm(x=n(x9%G$fF
z4e|>NY`Btg;^@-ynk8hzM<+yL&@Fp6LgL^V)!P9^XzUKgiT-IM|6n{&$gj>@m+`Tm
z3tE<i0489L4jQY@yJ=Or!yl08vqi|9&>t!)>T(m@g)Am$0m>3tjzUfzA^oQ}+5=f3
zWiY<!$yODv(TuQ6a5DyXfT>It6;OOWM;<U-Jz*<hS#M5#S;3D@L9f)YD9|~hWmC=;
z*dV}cHKldy|DY0&_u;edA&3Hs6;;pUC-5%-Qqt14rvhH2r9TZkp8JFhg+PJQ+b~0G
zt{p-^l&08!#KMy<&ld4@i6uj#==*9Js9eC##Gpw|Keg$Og=)eik{O$DKEqu+D}<RO
z!eV92orzH;d7LzE!DUEb+2P5uL)85YlsJ2VQx7NjwsIo2B9(1p5Ybs(&D#6F8hgvA
zs{8KUcab6?-5{x?bW18JNJ%Rx-H4<hp>#<pAl)FTfOMCLgrtbl-O|11dY=D2XPiC8
z8DqcjzK2Mx_2Zj!Uf1U`;{{<%Utb^Gf%R6dH3DnYE+2B&O8Rs=q_|36iHDP{@Ak|U
zc1()B;6R@ADn}{iisrD?mL~K~L*A_3U9^{F9CnQ;vB}obejHxvMMa{kC2g;|ZNiK>
z_4rp;aGv_2SUZ-#xLT9*tD}r29$U(=RI7ndC3=RWL>$Y74Y%Jem*_U_Kc_ed_(Cj2
zJg;spcKK%opnRKU!!!`_l(uw?E~F5ZEe`CJ`!hAGqQQQ*Y84A{Qoq3=LgGs8krO`j
zHH}u1vr;xIfJBpyF6pWB25BVjj<m)y#zPzQ{dBGD0lql$<Mz&*A5mTgRpS{hP1o`}
zA7pJYseg6WlvsKpiq!i-XBIC1+HAZAPvNLrKWF<>`@;KN_d;NvrIc4}IzB<|U&Qmz
z&k4NQNS-p*w8|E9iN}R9r%rp-hxWCNqQs+B=W(^HpOZRejqPh18DWLVV#Wpwy%S%c
z+`rhX=Ga}!9{9!mNGZ5C7hMYmYw+~YkD?sE2lMZO|H%@O_4n(nEUd^~Vt&8nA6t1A
z$S}z0fyo=Aw5-{1%aF(IVxu=QrahlY7X`7c+8r8sPv)z%_U$IU$RD&9>bH0;w?$Fy
ze`7{cD|C}_y?sHh^w4O?8)2k>bx-}#c1ejt9r*(}N_}ZzUac9g;dCiPt;lwFnS{AS
zN1s7MpT2bFT^>K1S4W!xvW#sWGrl3fp^)Yzdk!TsZ_#hy*qsHc0T}CXX+#K04T^$3
zfm1yaB+(tee^YblmUY%R{62Uw@F96n?RE6yxsO${BMADh%;X50gn!Fd!gJMsar`7N
zh|9lv(RMA_J})eaapGV)T{J$t#GYySCn2CeZN+Qpk#3lC`uEa_oGbl{><NlP(RM2H
z;hEZ~g=5ZPKQmEJd2da~Wa!4Jvbi~mmcAnfqQbsl+gwhYpup1MCqM4?77F5IW=CPT
zUn9I+cncGOezb~#IGIaRbIHlOQRt7D-nn4Ea#)L=BfiVqlTzc3V_EhWQQLs_{XL39
z7z6Y;afpes_xwD>hO#jTk8YSObtXDxCevg#kGv24MjMlMh{Bw&YTll6bW7);U{)g7
zzjeRe^J<fe&)BEU*#5~A7&2#F69eQc^MiBt)B1Ofr5Z%2ziK-1x}0}j$X?K%3Jb+d
zMk)owJ4-D{Uis{@xJHg2O&dg9XvX2}m~Er_#*>+1cQ`&0Z+dZ?w&w*-4K|-9O5&HN
z8pTGgg@uLE_H0VDTpSevu@ZiHxmY^=u656D!TBXjhU-!G)a>OuZWp&%?F*0BcnJF5
z4$2<acoTbcio%z_qI#m`dMb0T%h6kBN3~j$6VH0%n^nI2;38;of2_bCl}{bbrIR{w
z<!HB?vWO~)qgn9!XMU62hV?*wQd&-RHyJ9b;KQ>iyK?Q~m3`P*)@g{XMJ#V8hn388
zZql~s+C{!MP#j=MUtH?^jx1fIFN+6#Ev<Lj96frnXGHL=)AT!?6LmFSM^o+N?hMk{
zUFE^$`Y6N4yaEC@=0A3{@1SGj?6mfm+~e1IcNocgl{xy?*C_hzf%@IA0bxIApEY<=
z8G66K_`*zdIKQ9A<43aW=I_?<g|+byE%615N#HfQtUL3}+}tpKEL|nV&AU4FZaZli
zQY(MH*4=3S<3d)k+{Y$tXW8Yg9T2tDlBqi{VKS}T-;hxJCcHoCK7O+Hh<csR@Y;Vh
zzuy$aYwPRHPX8@|<)$cp-@@D+?4D9xAnABBKW_$l7|f7cw1KXIuVYda6(T9x8uc1I
zdBJd@^KBV5Dk#G-&hsjz%}%7r4rP7`P5PM;O+IaUa4F$a!bKW%LfOzh&7Nj7no+jM
zO^jbIuNO>g?7xXFbC+KQ67#Z{IB5DBdLk5S2_p)0iHAL+-G3;^xll4oHR0#rkIygv
zaIdJQ4Osrs()#C#P~nNut-^2*w!-K0YrHXI=N!ET4_!_X2ojd(DvZ1`f747W>|c>!
zmQ_~paO$Lug#TJjdgUR_iAl!k-_@VI>z8k2RY*!LgkWIsm)}bcVbLcM7OKDHWkVjC
z&yDf-0%uppIEgKs6Z>O|^?`yqX>l0(;C0YLU9@Ak^&pKca4!^b-=x^w+}xdQL!+P^
z;|vRwr=p?hZ$zpoC(Ef*Qd4Ps{(WN+d3_;5M6BfVwW^9_q(ChM?m)n>c^MpUgnrvf
zGPo{QG$naMXXjPQegf~6ZhTq$^ib-}t<Cxd985Dbd#dJ}I~YwNb1nEiEoxUm4SDy)
z>Rz^gL|M1T1!La?de=-_hVGAjFHvCzD#yxT^??$9z3c(^Z)$@N|KbN%eA~tzUW|5b
zBn%6jr*qlR5l&!7H60Cm`=F5VNoc3-LdHiL{KD}Ma_ZayJ)M$ENpeL2H>b{C`&-k<
zeOnOnw6Gy-e~Q`m^^WrEz|yeiHcGe8T1OLJI!&~G|M+$w64#ZU9b>3bv}YI1Uvug7
zX_6glG8IK@=PLGHfos}U@5}xtnK~8JwJn!NzgI^J@R_!29RG;HYKm!NV`Dv%kJo&@
zeLuhLJeu}?1vK(Y463n>U!UH2@#4k1j{2OuU-fPrV3geh$vKapMtb_xmii~0f^~Vi
z7XxRbdzCdc-LUK;`60_q6%{-nj=2H#8X>ZK25(_W&U`BDFxH)~8k>#PEOnNh?8VRQ
zS8{(zNRs=uVWQ#Q;c5BaSY5dZ_m`E`_5LkB@{#+hHxQl%v2>9cO>{?1-G=>E)E6oF
z7VC`vCJk%5077CM{vhJ-dcFVU7p`nMA==Ro4^r+U(#{4tp%+q{c1X$NMNZlGCAhBV
zaWC9M`FUkz+}Uw$K5}bZM-ndxo{fZeI{!P8JDHNfs@2DJ`DgfY>NAFQ>r7;I9-G+V
zIm(FS+O34m8}c#ZQ^DDxJx&&7E(~N54BT6{NCZ0~94|Q77vFuajwf5kPVOfsQaU`0
zM1pZ*nG`_QNUoA5MhcbcHy=MzBX3T73vO6ck}PMX)giCld`@!jfUj^EJ`J(BPEJQR
zlN;q{ugbakc&oZz%Yr0!v?C#qr1U5>Z^;&4L{j)R^5pw|_ulIKPmGDU^10*-O8N8X
z;E=o<%g5>*w)Icz(1yxdF>1Rr%1NI))Jh1VsTOA#jIN19@99d;r7LTwqsA)Y-U!)K
zJR2j}9=uJ@&5ZMYyn(?*vBU4TrD^{rNMaIDyt^^EY-QSivPiN%b`FyB)7<;SsVhCd
z8L4r7A7%58a{GP$+O)cLYPjof6i5}nr0za>y2iThee=w*cPSRDyhkWnMrMvjct`y(
zm}=Aw?HHuWfM>#lDc0k6eHj85@3|=9zpcn(4z%`c2S3P*`87|8K%M8!B~@W_O-!?!
zkARD->q8$Oam2s8A=tv08Msl>H^ldhLXIme7Rd(mbSmpp1lgo+{<!y%Nr;7PBEH;}
z%+Rm-kRR6gE>Kzz4HVIeU8}qpQaF#4cfRk46*Dkuy0Sl_HMUd3UW5NPf~<#@@Z47N
zFX%^mpT`&7GR&2AKHS5@t~14x3pi`niDi+0A^%DxSrWYf-~I+d@7$^9>M@^o2T}XG
z39E(OV=I%fCHjjGiyd7II10~i$Os*xtCZ3r(B6n?x0K){urD|{7Ud+)=PF(7v`F`w
zH)9p|K(RKtCeGpUuoap|p5{%!iIo^OkbyT2Nu+|OvHKmoI0GjiQ;H+x4~ENi$rIO3
zw2tPi`jY~Bdliw!8KhYYX;DVDw?GQX%EeXYM)$owIGZ&!Tq5Y|-kF`(Xu)$eG=u_w
z$X(?!p{p2vI;8o*@T;3#zBqBl;R!Bc=vN+p8H;g`U8!+L1MOdngCi8@&)(LnSG5*>
ze5JfhN?Q*k?nTFI&5_-xcAdogJ}UKEgJdFJko_mmm7MJY_rQlt75Qa$Gg9eaXT=j<
z?4LL3V-<PU!z3PkplDlM*Jzy}e}jYVe0kBbDkRrHU#gVJclDCk?Usdwzijs96;7}$
z<EL1bzZ6686rgPfH;Wfsj6nGb4Gk?cFE5TA&rA4ncWi7A#sBd~A)BVJ07+Ppw0dZF
zPUGW40NUL)?wr?czqe+VBQ5&E7NxaxNZ1odQ-y-;2d~?{+(`29xm^;al>ejLBeZ7N
zN<y+Dc!L@_WI|;b^{9%-*-s-|a@cr>pf%UMFt~6U^7x!s!qP49`EN39N989*-HEb7
zobyJAAOGsgBMP3d;&Fw<#**CC$7FRZvkkJ&Et_@NPr1j{@*Cw=tl7)o)pQ8@tAEN#
zih2GmQuK)r%<Ll_7g7r6ZVYv--MSi}eM2vm{<=}KNx|-L;CucS5=R6SyzrLmD{2xs
zUZDdJgjK(9EBb1z;k$aWt3fv<$@_~}<hCo#j=SdvCQnSnwd^GtLWIOk@%zch-zK;d
z=Uy<^8q}JB?ZSFvluZ90C&eRNWQAp!Hsc29zg(vtzcs?{f=&kVgWYFQU3x8*{d<#!
zl_$Am26|tmIX>!~RBVJ8JomYD`PKUc+vLj_N=!|62Ynm1kYi%5kB$~k`dWwUvo=AS
z<f+M(rNnlvGTMf}zmJH*FQaDTS>+zRic4XOi<9CU;eKNxb*$Z3@5#Hn{)ssUlb(`a
z%I3Sifc6m{hwL&jj!1P(vG;;}@Bh4U<T%Eo7BZP@5As||^Kjmt7Nrq;iM2AAQ9hP>
z*zj5Rradhk;<0K^!885n0#P-up60q;Jj>f@-#i!X<8VR?Tv@iF$Mtkv$QDYazP%1~
z;_`Xpf!`9LWExNKks3$gi9%J46W*OXS;Ynd5F;b-Iq(rvq_qf&FbjVv*YA3^k*lJ^
ztCJ<q$LRFlOfy$kOtmGih&(@~oL1E<`Z|g!b;LI@!mnPql1LQ){Z-j=4BN>jOL}t}
z@tTctBB4~?NSE{MckY0Vi2zU=E*DsfDeC&575L#JRK?R<q;sCH{miR%-=dnHo~BUq
zLpr1J@Z_wmSuZXwcwQ_jK5KbR3rw+3aZbNJ-?=(np+nlp0|Ek&TtKLX#25%y{%ly0
zvK!~5fqotA!W1IT^!@$)yNln55wblj%*^OunuijCTy<{p#+%VVt;P3?|BfQkb|=u^
zN?>>Vq4Xe}?R7AF%`k_GnC%=PHi+u9!Iu;gCIjy%&5rmd5geHxfzDjpG|0(+{GlbJ
zpqd5BmGUrwEZtMW@EczDuDM&-JrHm|nPMIn(iUbd!1yP|^+ufK247V1=tULkVFdPe
zN?Y5~@ocxZ@5T(ehzIl8<9~~cNnwxaHR9^@S3(J2-$Rozq<ME0`kOH}_}?^oOXPQv
zaUZts8YT|{zAy2Lue@<s)qPvi#Kz|1g-{|RLHkbSO@=CFB5ZSG6mMEES;&D3D0KOU
zlF}&}5>9fv@CnW<(KTrL)Cb$A*YKQFJX!ADi{icTH|SwuXU7I$iv2sTXLe;}ZP_Cc
zRpZnN2}GA3M+zHJr7ql;V1Ip}ACNOFyY6wmwUx>no=xzP80QJvlV{5H`EJdd^Y#b(
zt2Yp}87_1|;Sa=NP$8{Qn;H}gf4Ie)2=YktuxJ%Oe_~Zf>iw-PMzH-NuhCR3JJE76
z#wYiDeNAnpQ0EzSH`878?Mh~o4Yu|9iK`CSHL%^BlVW^u?(l6FSx`K3P3ZlaslIy7
zVutqZ*kI_8p$4}pvTE>@!{%J#4^Dw<>F!ZSQH8zCI9vV8jW@b8X9PU_3x5;<VCT)_
z*G))BNWo{0)!5WDx3>08+=#jTNjp-CHun){W>#gIa$pi9<&>oTe~#T<yOF<8C9j(_
zk7-@*CELyJKiXH9(ayBmPgm?!mUc;=+AVFVxy>ueyZWn<CD)8?JNHjpp+wFs+=3U5
zV^Q&p?;E2FGS&6BIlK|ouA)t?=BKqDH2&~`Zd!<fI@odO@=n5g)S#fohd+OcS9zm)
zUfP8J(=78a7SO+}>x-xrj*NT2n~uJeeOOSQGt`K>RQKqx=9H1-W8!n!MKzwhQ3m>u
z4Q!D;yUN%BtsA!x`^zXz-fLH!fV&h7KIH&}T{qNBk>~|Qqf7z7bEz8`VKWsGUPWI}
zyYt<r2*ul-iN79d3GyCZ0$EEaeY<*jR&7G>Rx3${@;Ww@f7)Y&UoV<34?X|$tYNMt
z>6##(7|rj7pLriY@9|6>0%65(bux8o){{nCo9>h5x*1ddx>G<$fAke$0WUV4PPa~C
z^bSQ+&d)uUk3w_VAE|%#M2}Gsv;CvjO_P)oBp14!OHq>jz@h)iGZJaZ<6~1jR+&m)
zjNNZ6>h_YD;c3J1+z*N(tL`PRE73@GWZ^FGV=iR(P>@jk>Nwb=o(>y|o0+jwRsh20
z>W$@cEyh?AfZ<``;>v=fAxYt39KbW64%q(VN9oUF_67GThuVulj7rhU+62#=64Tz9
z3j4QJ9DNN;sbG{J^KW;IOcDPvY*>)#MpM-bRsFU(H;#5^=}tf6Hf(xBj;{9+(!#=;
z78fG%SkaXjqnqaLSTAuq4;MF_`CQG&o=I(8vGqsw4|i4L)U?#o!cmHUEww(=4#U<U
zh<d!{9-qDau5^yt=f-SQ;d(X8NIw}{F8(7<ecGK5_Y)r)wEnQ>V~dlvmFFTL?Oxig
zHxDnB;GSPO?l2{Dio_<ya9+g1or;%R_vz6J?TM1xspY}-Ypj#ccnAaAorf$Jx>&Vt
z8#<-<A|Bh%fCVYdOf&}ux75o2!+<a8Q@Fs2Zt%OOr>6iO3lp6B^t<#=md3d~6Hc+V
zQm3+_e5pGZJ56TZ_&OVHMKUx5(^vD5g7n>bVF*+7j;JDs%0saKU%Wo(Sm*d;YHQN>
z);!%j-Yt@Q(C1rf&)@+5d-?Z~!v)-^4x7I-{UWZc9Tae9a{ZP1T_z)11hn&>xw~uy
zuE~rfKj4;}FE<Km#I|^JT`=9Bci0onFw?H%a4|AUDL!a6DtP1Pa$bcpZ?L9PWRqsm
zTm1m6;N{{5v@!0!4NcLMYfVG}2`@9593XsnazAPRPzg<%3PAIhm#g#lm%ePJxc>fu
zI|tgq$RPnvv}6T0N~zc4Tt<yp9v&X0yavCKOCBhBd%$3Tf>>KyLv9i)S#10o)KmAX
zdxlvQkfIF_We))m99Ojql+?>kZKip8qgpKtw14Y|)3VYZnHMsAR~}1#q5YAaX$SW~
z`qI|Xhej0pmiKC@@5M4r4d2s~$<x^vKP}KNNc`1QeNaIbuszs_@5<z=;&`8u&g~K_
z;+!-13#G=~BLCHaPYd+{?M_lwC&5Q~`@p868cF;p1*MyRODxH2syNMNBeaj|c%BSI
zT6C@O4yK87nCLJ+P%-C1WM*dK23s&D>Ae%gstlYa?e%>fV%IW5xbg9gE{&2<LTuK$
zW1srr7itMAz3O6veG&qKA$*m7zaJ@r-l8UkcIR5;m5PxXk~zC$qCZ(XK)Ndz&dADk
zr~OIC-k;2!irvu%ND2J#XzaIQrF)7?FKa%-Ta`BRheqbRcOU#8$T47(t_M9y4#2%S
zx;j}p;_iP{MrMl_vkcs+mbTnP`X*~T$KIJFCNu9J-)p`<Qhau)zA>(@rPcbb`n9X5
zn8Ac&uU1f<^#b>xhVJMx3wax=f5%S>idqpy%GNjhVV*}NB-o;L2!r3m3r^|}1}5%a
za!xPZu}-TcrBIx@{|HyM5J4X&a4(G(C4ii;dw&P+;X4nFwcwaY2@-8Uf2HlLwX56q
zvW40@{z}b>nfc<SR;wR(h{nRtBER?VKc-x@&e5aA?YBmuZeLzLG<(fx=Bmgrg8#<P
zg!#h_Pf25=8cV<F^|%j7p*Ej%vRI$oSG&@e$K1bIxI7nqF2T-LI!F|sfl7PC_D$Pv
zjl?1$``Lpwj~9NPC$VR!pMHs|AApOLX{N;k=W|PYc<$T!?LSy0hRU}xiw`(;PpOd1
zTWinU4BsP4XdYu2ZqXe6>eeuxk_63sU|&wfTn-*WsjqEw<4aa<f<LY_VsF(3e|mV7
z5R(XPGG)?i<xg4#Z)MwtgHcb-)89$=QH61YnU`32<G$zk$n%oN4>#xRxwVv=vV7?{
zSNJ<2%5wIg-7(3CRwz|0sMN6D<YerVXX02G9^$8d_qFBTKAqH4w-A^`K5mMi1isK<
zEMpS<{`J6~9wW1UmP;2A5qkGsJb4{!qh;f5wX{A4muEMsXt9`?5yf3zt`F~Eqa=N|
zJ*vY<xyAhv)Z?;`HnwAico@&}v#NY?OYth_zT#OogdGH3E_{(P;S>!1Cfs>mBk)-k
zWMt22e$XWQeMz^-`l4)A^_jsYq|G5r{4<z(88w-b9Q8LhX<(Q|cyqVU#QLEP`MPW@
zsBRaYc^{04?sSIW6P}*%Vn$Ks2)@rGdiU9s?eovv<wb&<&k@;=xXNgmm;##D_rGhW
zx3m)!5<F2SDU>Vjb7k%Q(T8w#ZJnf8ieq6FL=EPqili<>i?!dzuROnjK<vlaS3PdP
zn=E2~2fSa}KM^j!+=#pDL{XEn)Aw)UCy?mUv*<*VU7c|o5f}Oyy@V3+<{UK<QTwOh
z-K+DR=g`0ulq`D*BxQv9$`<vn|6qI$^S77?l}+e%3hq*c;)zg+kjay=KKVvE^j9KH
zd1j!J7L?{16`B4vHS?A-?UJHhq69LzV;f}ZcAM&AXC*ZijwrTDOCAyq8R9b0)q*>O
zMB2e;myP1nI_wOjpGG8g%`JGnc{a~WUgX93VkOvU^^uJ{ie=0kN`2rGjdd<8$FLJd
zlTC8-k;R?dfY2<4DaxjsMW1Ozyok~;Z^^QxqCeB}rPH#zRZ%^bUMm~8t@H|IEhP2p
z49%*>FI@)uUCqo-Av;JoF91)L-OS7w#XPnnE5)nD#$<N>-TFV!x7j%E(pA3yU-0e7
z@mlq}P-dFE$B)Mz!^wonMMe4ch$+3nqkuma-^bcXVfzjJ78U^gTc>7;(kNpKJ-h4I
zv)y=qvuJSQZpv1go7w!-mU?$XN2j*?(O^^BJAY+P1|Ht;vnzIQ{rftny~w{9^jh5i
zklAHQJ=vUrdQA6X_+K<i!rgU2#C<QZl1HCwr}z)97P@2o1XJFlsVft<pc@vV8{M9i
z@BumSNDet*AtWRufMGXO^n@k)?huslkS&rw4IUjMBgDWuZR{zy|8_VAd?6ih&@kxB
z^jS5W+=5cx=r66b@uMO&W=4lWW8(U{us20$h}O|}Z=alec3JJ3dqsKtQs?(i31>I2
ztHoT4){{Niv)aaIE0%J<e(`)+$#+|(Dx&sTTwLZG%#id(r=V<WEX2ad&rhvTYku@|
zuBRu4@VRxUpGs}SKoDolo6mzNj25Ak+yU_(yehgB4>+ILowxoq+WIw9hgN}6`u-l8
z*1h#Ag2<Lu97V(9-7$065tGEd_&VpOPPaAvJqzKI<m~QVHr7VPWLB9pQux+M<CRW<
zzMiu!%JV9@V*ju@!kE3U^xfC0Q?$!wSvQG~vRLWav3LLd6!M%aK6)vhF7a{GYEY!x
z*hnLw;H5aNbo8^dn2e{IsPNLYvWEDsyx13JzIC95+1Stw8Y^k^T6wLP*FI}&xk?*e
zXcs%VB#l0g{zGWJj3rG<rD7KL4;?e^MwDLv&LP_4?3-cI3o=|E_Sr4KWZv97IHs>0
zU%x%~eHqMAq2b{_m6Os>?cf5;>NwMExPc}lB+w!0<MVgl75QgbaH|sde$kfEus|Yr
zY^SfB(zHi=kME)R`1sS_NBp=hsS-$_qM#r7N%TXH)*In(7G(F?^+l@@5uNLWNbA3;
z5j{o+FKi5zhzL_n`E7F&&gUP?Z8@w=%}~)Qlb&DTu(L~78Z}IX?QUP1WLl|Z_UN62
z1fl4Z7qPSvfAHZ#A2iOSl9iWd1adr8ZAeH+&chp*RZ*i>_{Ks=cPLPmXSaShy()e~
zLjTtp<ZH2si5O3tgX-@_T26*oT7SwynmK+w#52Yy(_@wgy@v>mTaxEhUS4MdzPjDT
zNc#2Ad9ldpkB?K`Qo`itua3K)Mv!H(O40EtAGW(ta^Q{@6k>Um{E4=EYxncfSmjA$
zIJREjlE}ZyV{2NfaPjvy(hI^*pZ1#b5QM4Ujioo>>S>6f>o6E$D%cSadx@xb$7pXy
zq^AVhGEw*i*v@WjL^z+_s!Jaz;6C`(@gX0mj(`DVdGPSzA)mr>`Cp)KBI|IWgiI#g
zedxmzVYUx|Q6qV}NK7O3nkFnP4B-!zOH&wxNFsT4wV;rFp=>inu|3`G!Ryth3U1pE
zxkvv6`6B3B84w{kx8gT5V<Z{3(Bk6*ESYCAZqZfuYEimK;^j;~ODe*BVQR|IbMk>>
zRKk594{xs|6LC~br}Fj0^O>oV6-gx*i5Dqp1t)iiu^D6YbRF^iV0>LVg~XueHkR_@
zeqrdY**PwfF}^k$ycXE8h7_VitA9RnZmK3{HyOGCfnHkh-8XaZ{mzY)`pr3ISAbb2
zynk;7aRlC?w_VF;K3gb5SvqlzL`|w#*$}7U5DN4__3nU@V(hzj{(*skkD{f;-6RKF
z_^R3^TduGx{@MH~4c)7b|Ai8QA1~a|p5!vM|CL)k$Vo5aGp_xDvDVwC5D_3}{5tG=
z%LVivC0rHnwWWO&{zi+5P-MpPItUe2;pLD`P|&F0yoYhL^~T19H(U=#(JL?S9UQ1+
zEiRVi<wepyM!1#Ob7JD-XBJ{nh`f92shUm#K@ie+h9rDOe*S#-;lmB^K^*M<0Z)sW
znHiD@jwF&7sAZH5i$X+00QgEferifp^F*$IVu`4U#`)r8FG<Qza&?|psH);ADCMrs
zHn@>RdEK&SGJtsc>%DPrpoUiLW#K{D0*JhT48Jh_V2^=NnVwXt=fOg{1oKOP0(oBL
z2j@$x-jXJF#HB!h%A74rOP})Hd--m&F$QL_<sC)pYoEji%Rn~{CtZ9H_o0X4I&xGi
zl1ET(+#f|xSL-e6*wlCGuC7{Zhp38&A<o-hXNDT9NY*-nvpDP+z9wZO!Xb}g5v4+l
z)jwUrG$l5G@%i&O4=4LbvmjKySS&_<e#I`c1PV$NlAz2%sh;`Qm%FUIgy(u}wr;4U
z{LC=M$s>WUYStY|=?t}VFm5{^ZR+<Y^WTt{mq+>{pbcYcXBXl4r`{A-ZO&2~>g@}F
z-xu-L^61R2=h3Om%tQc9q!VhA3`Ai()<g81#?6h77K)X8u^Jry)RTg#K<|(y{2fs&
zIuxxPeg<g7pfKNkQLKuBI6p!G{u}oArhVigb;O$({5YL3E7hW}4K8TAdjSy`Hm#e6
z*14)9x%?)5eI{D+k<AYSh~9k*-Q#9ONM0s*?q>Midbx8;tkzxZE~b8Z`lOR}s7r}W
zauJ!1-_KfyssY{a_sFd*P}0*|Su*Ggsz`3JJI##t<K_hivkvz9S9!Uz!uMq*L(9+S
zF$rrrr4#YrZctj`(=epIHptJvi6ua`-Vjm_d{>r|T>PY#?qq(e2U+SSgXt0{m&Y?2
zIy%Adk@YRvGa~ojEq+o+P8~q$ku~?h;-OOAMOL0--&dX&=+jbok+#3da^#~lH=@-^
z_PQM$!UCE-37<@<%5=?R&z~AMVT;^HyJvtX4lIuTAvSNntKVojnog6W%T2Ujz-lrp
zO(Ecf5<}Bk7RqQ?^lv}lNkQn`^*YCA>C|@!er<+{qUmRPy-O6sc{sS=N4JO{>z`f-
z)6fiQSFhUs;QM?1awqx+3JUA#DwAwOeY+ef2%8M6BId&iHT3l<ald~@K|`Y`jI7XC
zy2-g-+n$2v+r#L2#Vrm3inc<HoT}TPpIHdly8yA;_qAIsfUm4__^ngUG7?hp6c%w_
zAav0_wHukL6up%u6=OVwa$SRZb-{513lC#8@iLwz;P=;n9EE_&=SstxGtKLLe>ij%
zyOoX7ry5#Z(0uupI%gwfr9W`xihgT))q1*5fO0ZhY>Udp)%vHQ6=0pGC!fkumER-C
zxmvZfv&eT=u?hlFDIPIf>*$4w*kzNO_w|ie@(Ko3+TwL5SJUGn_$99>kbe-f#n@8G
z22as!Y*<tHFy2>IsxL0Lw{~M9C<bRFS#EeP;F;{1AzBx{#eaM4u>-Z4r}xkou7B=k
z+nqOJ@ud5K=*()bs<1G0Z9Er$vfUA}{&*6vveG|?=`S71#R6VyFV@M96yMP%C662X
zH!C{6w<OOc?$Xx66vwV~oJQ2UF|EZUCoeJ%)$#M#Q#j9|&aM_V+l8vH?H+GOZHE=_
zj|92K(8b%+i#;hQ!L=-|n&QO4p(u7-<J2$u$ftvyUs=Q^`NFxi;*&0KaomA$fv}>~
zGk)zNPr|hQjKnVMb7k%8siox?0-lXd)Bei7S|&J<F_PJ48hM?-_GGBqPPas_5*0wi
z_kinHrdugoQ$g+TP3->A@-B~$2#IFqB!Pbh9cbh!0hRpL?DcgT1v4F;S#IK^`5zve
zil2=z@$a%HCMUPv(Q!RayB{VaEWrE%?|3Kv<dr&sSpKJGgZg=HzBv2ueIvpzUj$Y)
z($p<4^Jp59Jk~d*b7vxZ{^Uud?ZhpGbjhH$K#bIw+OBR)<6<s$p<?HlBHI~8Vqy|Y
zs~k?IH*EKX)eW^a|NTR7a2y7trutKvdrAlgu5i;2S(`*&Bb9A1<(Tf@r%p~z)~mK9
zg*`Ujmad}mW<yp5!RqkC%c-7_&gqD7|A!%p`1;-`lU+fc7r@t|J<~PDki2-;OFsEK
z{(g|%1YpfGpRjz!ceo(Mrss<8JZWlTC{zC<INW_bCHTVU;X}*0CyT4S<`+EO8Hrz=
zT8}R9@RVx$-{159Dva%Y)QP1X+VlJGZDTLbS^EZe&!AhBMUmG5u=>6}=3<=wW17i#
z@N%+;ONwsj$<(AP0}^N{562yb3^41@0X2g{?4@<-t;xx^e-Q7SRa4jNz6v{EiQgPf
zNI<;7Ec%**cTxJZQ*mdeTvaVs;<{7z^U3c#oSQeR?Tdu2FfgE&Z}9y#qTYkWYv09X
z@c{!7;TClrO~vQHx@QA>7ZxR?zV15FvGVzm$y(ShCiLp+2o6_Q=wlt2dhG!%-)j=2
znsx45LrT@b(%dI}=>VwHFNf?GPa6U>e_6%=i17&jG<;g5G@KoDRu@mqyZiE7!96y<
zN#b3iT=(>!v0yrS%%&0*+J@tQj5{|l2p7t=;tmn~{AI!p7INWvh<sFv1B38HQhTip
z&Z<4*E^H1ZeK`Z7+fH>_ZdN8;Oi7kjCJ5I`3N}s+k%wcveNW?S-n)BwnV0F7#|;`z
z3~k&$FpP)F)|)mxJO~d#Qfh&YA*S$GCSxrfFHlc~%)-XrUeWRDPlGw{`_fWVD+OFv
zS@gZ}Uqh9<ENcEoTVXnCnnbY{`JY~W`4R@KklAg89c5}iZ;gpQZ1>_(;i;2z60&UY
zJStXxT>%p#tClH=<N|lRBG0#PH>L7&d3J_x`@LVEf1dGCIkH8i`||cWwv*F~SPctW
z2rv<#QQ>5elA?n^DNo?MIZoFGPzyWGLMRHJsPN+AqRIMbk@Is>i$5)Xbo`e6t+`6^
z1T-|y-0BNs3BT5c3W?9nP2WeAzGqEFn02ISW4(|RE5k*#ybS3E<|rR@>LR1>?tGE(
zOID#>a93B79&xSt9O&?Y%RJ>}$#n=Fy-t*F-p*widwj1-k6gRVbHAzmf`<=E<KpWW
ziqE8ZE+7O7_3rY{?CkC{(l6S)P$fn7%l7v603LrE5HHEdN-4yeFhRVQj*iY`<?|Z`
zpB@nS3{6R*tySDa`1$$WJ-)7<FnS1)JS(blIFHdDQD+pg#<dIz>*y8!34T|aUu4rd
zNz{{KN|%hAseP$uFoQt6dNpZbiHaQrfdln?kEw8rhgvdLS3|?Z>aP*Z2WW_3Yz&g%
z;M{idR%!@)5)zO#)*<JCER_#9cbEMx&)oid=&JSHW1QCSix;S>QPa{QSsu)YfzmcA
z;^)W+F9<^hkbrTqL6`Z?n<}XygzoO{+REAMd{;I$iPWC%tC+LFasnR{E23J8*d|Vt
z^K#$M4$!)pQbsjN*lV9tRettaz03L2KuD@meQT$%_)JjU>k7^!zNMvZ+bs0->Y~UT
zFRIUo+yJD6Wqs2Jxo(O}NSK1Mo{o;r{%>R5c#nC>cM$hiLWEZ%$Y5yH>g&@S)*t@1
z8p@QR5U?fyJY^8byLGwF0kER+B`0+1Zr4xtp9izQ<PG^T;(SeqhDKK?uA!6c5*zw^
zE4+J@q^8*QbCeYEQIX9E3F!f2rG*9|5sG3Ei83r45oMU$NK0BcDM!VtV@Ggn%|o-p
zbEoNe2+rfGTDkQ+ZM$lcr|38!go=+RhNvxIDC;<AeC-?hP%{`t%)$fBL6r<i+NGr>
zEE7SEIVSzAR@l>dcDB5d1ii@QAE!rZAdV1I-5Gg#ITjZg6Z_np%-u$e4BjV+3`A|J
zZdvM|arrMxiYwH#hfL|X6FKE7Z*$aOptCPn{5&e!z}%iFGwgtl8;|WMD-`7Eq2~x4
z%4(x{i;@V*JerqT+zuHso6{HU&Xu3r!8=jwL`50f=<}l@MpE4Gtc*>{_|^T}_S)o$
zsN+Ej#_87_<KrTe`FJWQGzfKdr5sNb6yJY*Hs?r92=WyAx6#Y<WS7C<t7B9IIX5GO
zzg%ihnFz{JQBr=Z;^yGyUg=EcHmrYpdvkr#pmqEx_EFwp0pRW>M%t|ty{;0wE+D1C
zb=lgf{M%fI3LQdh*;sJ`Puk(aj(VRwOqRmJDds-Jp$I!=OAp3XprX2kJyX@vSjRD*
zNwE;0fES?@f0qFgonZPCM07z`(aGsb#xMvm*45qzy`1k13st`v=e9ka?4_#q{<2=E
zqS_ba`|E1ILmY+#hYz-Yb?dlB`s!wKY>qTH9ij5mG0F3&tqrN5aBL+sOT|%9m?TBv
zVcXeMIcQ~ks_7vlC{zQ^GM<Gm;ce9^oeeZ(j)w1<0N^EKV0hxe%RnX_Ef1tYSdRhl
zI*kO=a}sF1hjBZ^)%4`!|8Mx(8|5wIp7Vo`EsX6g?5L2O<j+5sPIWaBx<X3(PQKuM
zQP3f~eP2|@+&YxW2d8VSGq|}GqRcXH&TS~;zVJ;~GhY1?a1NPZNSYCHVj^Ha@rSf2
zGbp=P^IvU#inCNP+CSVMVy*UlsiE&HZ4qcyFMdt+)}~*ZJQAg3^t%Muuc^&=GYbx$
zCbPE~Ly}qw5nu9^_+EWJ7j-Q}@F@z=C|Bw|+i)|m0fP$IRMEq;TVLNo+_`h7TFf)2
zfN!Cka^EUv?G&v4RG!FbEh^#Nn(8)J;rNHDd~+&K_)z(b@pf*{<~?|1f-ljI0ms?V
z*@^!C{d*NO4}O0BgY7@m5Y;8(^^X|}e9ua|rc676O#wOyeU-Q1GKP4vw}8UdE{MNu
zR0M@}a8Ux?8u9RG=f0DsRsmm9R9S@@9=Ua?z+kl-M}@O#RCHd%>Ok6@`u9x+_>r%{
zoQ8Zx8bGrIa6G+)1TCQCPtG>V_Xh6ojM@$`7T*oH^k!sXxsd_kOb~k(4MgUF$!xg@
zXE5ioM|1!~G%syk$$0dUa$U06CU0|j&}|ORMIni-yx8+&mL_jt`+Lrvzl!{Sg6TN8
zCrO5=p%+Y`+oXSp1kwW@iJmCT`TELtK=0*C0XP)if<5--_B17!rArR<s%m0lV(?ck
zVI^E!QP4D0OH#!fJGfYjWTYMY0UcM=D7+@>>-zB{WP$}Sdb^`(KkXFh;@xv99oEC>
z?#@j<|6n|Ror(;4vz6W|4)rXwbI1U}79%$|K2VPtkda)gLs@5^sGilRcyOkVuS1?A
zfi>#tpOcMjK8K9HaGJ>}Nu*>6>Eg58gx;Pu)z#vn`IbX!+McB?dsW0BN^Si**FJGr
zy7Ffk=~)YiT9km4ftc}g?rbQ*=lzY8%A|9k6B=~=Iy*m~-8B12>mT<js<e+!Vh{9#
z3R6EQ{VpiVK2B=kf**xIPEGtuJrC7py%O3H<g4*)D-`DF89zc%_nVSLzG+kgczJ^<
zf;eEQ0Q(X$6Kl9wo5Ru`n8cHia|Ug8WO3O3cg^FO0_1lf@Vs?!8^*<dznq(m+sC<q
z&60fALP-GQt=9zIW0wKxk&9P88ibL4Ou0o@ra1o%ZVSjiJ?>S2DPF*e4Tg?j$UlIr
z1OgJ0w{XWEJ*$nHI$8Oj6Nann^S==h5pOaw=qy1agA7TTUPM0jgV4Zjp29Xr>Iy~r
zU6H;JWP;%93r}2Hv8ukS742c>YF`Mm($LflBrDn0MZQ5i8OU~n_?j7Bs{xuwDnV?>
zyXg$Xz(E$k;FnRPvp;?wxC6+3UWgMo*!=ax4#eI!f#MG{A_%tVdB|u}R8#AD>eSTr
zs|ILQP&*hC3vOt*UuM*V9iGhtKORa63X0^U1fD4Wld$*L=YJCRh-c~@XN?RDu!-?3
zP?A-Gp`oe!s?0tmwFckt4v>z(#Ssc7*GrXW&;`~YOr{LWymvU!DePk)A||41e6JQl
zFYrOi54<p9`A7;BV`JmDK|ynn^_VJfmNK+h<x50FRN=a!ittZNB!#!jE>RA7KNlfG
zwY9a7{F%2*S9oh~jL8-i8K6gXo*Ew???vw6)>VDFTfHxLQgvoGzhPI<a<>@*6`DQw
z%$S*(Ay*Uus|?I+&xI&q$O6&$Bq}88kO4)2Y@nwP`VN4Wc;&ASyy882{&!=&#7?-d
zOg0o1u|XWh8>kv0FEg+}c2GMtYHSD&dh=iX$7nxQ@!wJ7oeL}92n98D4y@t5gM&Q~
zumV{kGo$OCfi*FZb1Ho=i@LS|7<(|a7-K_iW}AJ_-8(xwkw;Ozx)*m;Gb9a5pG!e_
z5fJ2VAS+)Wp2CIH#O>{E75<VGM(cBk#e+aT7(4UO-+%(pbMZ^$+9V)A0-+XA)arnv
zj?3lQp>4UKj+WN!N2g{P5FPNqegEYA99aia(b0Hp0~#DydW?MDVs0O*r3pCyX9ieb
zG*)!C)Q@!@%E5vyA9EXdn6I*%fY>Np8345*G;w&%dkH+fyxJf`hMe2T{3!nWlIQ*p
zVdT_;ph_lA&JvmB>oHwpm*TI~=cy2m!~5#U9=;$8G=50}HkvsZ$4F@?5Dbt8sH>~1
zlfwyP>ZMdS?S0`IFYHx+Z<)1;a=L1GED+je3+4|kIIB>*KVS!EX%QIR)q&5R%^Ggd
z@>)U=Dp&AH>%f=Ge-D^Kptl>gyiT+I+bF87qazQ0g=A7)E%2JjX^<QqtUc))9**rB
z7$}>lgEIFMcvD#^!cMBtFez8+KkdMm%7tvC4xbq|Hnu45zwmQDS5{_iLuLVdr>^d9
zO(?HvLFjGH$9*_D{BQRDsf4=LVasoRs{wUH;qLCPSX#M%3go-32MJt3-#!6yT=(BR
zVNXoR$zdX;rv6<)yf6pKPA#ax09Bs#$&)ASOiXVmH%5zy-In_);X}ocWHoxYF_Bz3
zVe~4hu6FDOY?#QWPz2@A7gv+i`>8lMIBf82i!(E&?Mf;KJ_=nywK@lA|HxM>Xg40o
ze(#<`mFu{`)mYjJ#7Ckp7!SUMx6ExmS@79*zPr2LZ3C%Q181I0kru!s(<%3NcTJX4
z-@QYC0O4=tnaSRK7yQ163Mz6T4HH5gYierrntepY+&4pwn!M*gmjKTQCKIx>4m%1C
zd>O1U#1J3EfsKt#wUzp7bg|*Fvht^6FYLxv-s==C;t638wn@Vl_M}8(EcMsI;i*^I
zv${aIiJ8EIH+UZ9Hh@rv0v)`~Y<LE>Ui){2>?i$&|9YaqNjS>=FZ}o9=(m&0?yL+F
zX9=$XyoBQ^#50Xl{~E>x@iX@Z_AOT6!Ef4{A)-E~oSg5pC_qdv+zc?mrt<XZQ$#B;
z2a_B?i=8YAin3IFigB7xb`TE{0>axW>tR#~148Z=;GRa#A^H1O{v>}xyUgTyLFZm$
zJ)DgJ$Cy#;71(PXa&vPtLE3`wS4|Vkg85zxhy9#1{*Nga(Wg~k(bofl!$ig;e9sQ%
zI8WR`Gib`vX$GePEii9Xku3(kc_WHr0mq5{`Y!kliQrg(DoP7(cfP70185f<HeGMS
z)x-_3C@>`0xwxV~fBBN5si{e|)d&T0R##V7c0NAjObCyT&Mzq~ErOQ=FZV~1pWBMp
z*?|qivhiSJ1x_<08pOuNB8Lwf(2LnwSwrjnu3tY?3xh9xq@t3GP=}afEocf9!8_DU
zyYG?D8h$Z{PbCm)J623OR_|uF4!4*7*AUP;3WrYBYWrVt|Ni~UhNOuJb-IB4p1+eT
zG{nRYp|ue5@A$Z2s>VSXK3DL}3-Fga32+D_rJzuRwMHE(lQs#i>7uT8m*(dmC@~Wu
zr=!xd!fo*m$m4|(+Bk&F+Rd~XB8l<?AX*`kaqqP?Kd))^OZ#|drT`YC$H>8rDxD_c
z^1$vRY%lC0B1wG0!UgvB_J#OT7w_tR&o2c1I3h%zPi$A$-RM7jpWE7sg3+`#?J-`W
zkJN3d0xJ)Gf2L3w)vK}B&s!n>PXx8}y+R<DBjE$Z+Mkfi<=;K9k05iPH^xgJe&8}3
zYVq@fLOBhL*Tr5HyZ_0jHXs0Gx0RI@(ozAOib!*ehL9cP=55hO0zjL{_^r<ExmO^C
zrAm_$7pEbSbKw$0!^D-=(IHD0_sVu{@!ndz0~^!sbnlY1`K6$9NICZ|O<J`8lB2E-
zzd96%-cv>MtncMwVnPG?bmRHW|2!raBFdZSW5#G6Z$r?$;}XWL@MnrMJ+YSraJEjM
zmkN8$Lg&N>ip4YWjPxPoKSGwZtfM0rI4mi4q~LoY)-nrm{u}PBYX0A_Sl@%)F*z8Y
z$nz$0<AMDd;S7Uma%$>@7@O_?e#;MzcWM9MNT`Ed!T+B~sHa)#&S$Z(y|oSu+)`Cl
zMe+xtqVVpjriS86o*>}PtpEiJq+0}8rDu#?6)%IZ?)5~dx}nfZtpc?Gwk$M+kB`sn
z!onNy1DZf*3s2-BO2GR6b+i*Df4)JFs*;in#4IOIKye3w;MD(&4nc+(2>a<;LeK)V
z!%f)4#KfQNNj`GfOT4YSI>#|Y-`Ulb1)B8U{(k$_A}j%(2lz8*3dnycL`ES2njJx)
zwho(nCv*~rVE=1`h7;)A$j**;@F7&(=VGs?A40cnJTDI?;Ie52g#ewkJ>>Q+XM`G+
zguH7(yol$;3GZ#G*O9>Wp#l3y2c*p*`9`vGawrH`BaquCQc(;S0%XwjEgF%b)-NE&
zna1Mv3y=qJ^BYqeo0|xvjtu6osku2i6B84_k&wtJXBU??_+M;#`oN~Ho?dA08Rsn`
z0_#BJJ#g5}-o9V_gCes*IiNnWwAi5&<h;<0ry7(4BWDTAlrG?IR9&5@_u+aFM8Wax
z<mKklv#}MSSlyu?Ize_G<E@ad9;#_@HiPNr@3PR%z`^k;s{lTs@W0vJR3u_!uCVgJ
zsl;w|t&v3B`#|wON#%ITkQ)wqX_%hW-t63@*EiCd#@I^b+?*iZ9-$<sDqHrzB=CO$
Dk42d_

literal 32666
zcmafaWl&r}*XH2v?(Po3f(*eeK+xbp0>Ry7kU(&^;1D!;g1fuBySuyW&HL7VyS0CI
zss^TDrssCwKBvzkCsajA1`U}Q83Y2M$;nEpf<RCZ;Po^jJn++bpXL?#CFm^m*;&ob
z%-PMz@hj+~k+Z$EowK!tF{SHQM<)wATOM`+b}m-RZ_dv4PVYH5Z2spB>~@ak9FwIu
z!oVO%_OjYeAP|Ppzb8}?xX=Owf*{CAeo%K$Kgn?O#<?Ns18b8VkUJ+QC81}tCH%R=
zh5e93jaVB3{b!jn%x@5bD3=vW1r`fdQcOi`!K>~M6I;I5M9U<fg;N{2wP8r#k*WG4
z!Sd71V2NC7a+BTUcEeug*_AgrmeeO)Sl~e%l9xwYZ8?LC9F&_=c&SHavyX&`h$y^f
zYHlu(qw?kH_T<~lZw(3My@vJIm#2UW0!++rr2jr}vQ%fcZz0SdLgESipT|w~muEO&
z$V>^?Ee=Xb%5zd`LI@NTl>Z)P$2|%#sCvAp&*PWZ=Z9ev3=9nGmBt#SD3`la{RmP)
z?9<az%uq=I-{<;Iw=Dntn6#g2@wSgaj!OI58imztDc9k}e+O1UdAvRdoSs%!Onrw$
z9gFDmcx}`>TdEC1K|#^K<LG=mk5#CgW!773yMhdS(eZp0jHsxny{qf)3ZyTJtjc<U
zJAzzfvFHl_@;?`B+0p9rgo%s$y}@bE7<e})7Z()h`T1(>bBibMY=t2P1Og#_?~EuB
zjM~xSb+>+Ug64-?Z?n>f=XG})q)1;f=Yi5|C?=NuDOUwFF>&M8+%6`@Uh#T#d~!mC
zA8uq~0z*JRu=~&xPGB;U%1bEh&I$SgT<`r+MO&rMldD-vc5^c+`1PK~iMvSoKXV*s
z42^>C>^wYkkB#-KLXHRz567aQh^{i}6Q{-I8cR-2?&|6a^sqKJpQ8+>z>H|~^An??
z<BTEPeiY8EVq{_hCUCoC_id^G&3t%pFsy;2Vjw>__P=lZCCSd8$zU+oZ_2H%smUFk
zk)FQ3xfuX#gy!eVAv6J=F2sM+5z9_;_wd*_UieG+-kEWDWCWN<pfdOcHw*GA$jZhx
zQKH4My|c4%f3dYcU5xX1b96WTq{*CE?{-FhCBV*(9u*a3@8Gae%B4;~HKX>Q0a<mb
z5w*(o{0j>iwhqQpc~ORvIr=Vlh9-V%u%MFgp=wna1T{5z)!b$zB?XU<t9%a*h6WXU
zO#AoRdcHD8(+MAGMDO3ejVmf*{2mlU#m%i6<6O>=o0|(e_V1$CJtR3_|Lw;ys{d?O
zOm}pwf6L?7?iBL>*`LBc{yXn=!T%ZJ<LLcbgA>A3!N;!eNI00}<mewV#DSG*EgpkE
z1!6<u?e)dT&JIIJNT~U|6Q$l^OS<e%m!lVQd%SRddmAiE+nFKcCSX!kRkc4`M)Lgf
zGEuC?5amfm@!`XV`AQ?0TDvv$An}fUvws2d?kg&<J=p7(H5ipBz@#r~16Y~!^YeBT
zj%L5~^mHAv3WJEZ6fP6{*Jlsl)*M8B%y^HdR-pJnQ4w`__-EiiJOd1fn}>(%OFL-P
zW;9(8<Ohsm^n8C|@9b<nZie`8U0hb$eSnC*Kkvf8!p9Hx^8;BgRwL2T(bd~;h?ni^
zb9lbCc;0OKyk2beg@lE5PW+OA0{xPS?j8Qg6B`o)va_=z1^cGoxxgTxcene)aGCU?
zF4sFqs6gWase$vb$=}PtfopJZ@Qa<DVTlL-H=g9}ZPWUOh7ZhiQ$UP=TWuDMi;F|O
ztr2!TCVYLqQdU=22Y~_t1COj4f$O^o5ziNMc71WN$8bjduBZ7TEAGQ@{|1EPzfIzN
zvRJd|^mS@Iqj`QL5=z(sD*5&?3*XDjYgci&cV(qz@gv@0`1JI&v{2n|%w2uRyIaA+
zf&yw@UX3%4eAUq9<>kUf8E4mboqRKf2zUKVvER-t(;3C}dF>5>Xm>qb4&^Z)6{C)w
zwv0lvd=?QAiH(a32n$1&%~w^y4FYEJ&Te)2TOW`kK1fRkPuyxzpi+pEB4ChP?^~#o
z7_HvOsHOAxS=NxDI-^Q%Cp;dllkb0PMn83#X!qIbjr?41PZdQ0F0UI)9nbDv8yG;!
z$;p{-^%0_`rml25GjR9v(mGOPq@*0bS1IwIRBi9f-F=D~+LpfRK1yx0U2pw5gztU7
z@k7A-p7Xu)zRJ-H)J?((4{#6M-Q6ka=-^=BQN@Om*nU<;lJFY?UwD3Z*EgB3P~~y8
z`<N03qzN`bPh0^=CgeC?8Kj`_W#xT#cDC={4CXl6G7mSmii!#-R<`?{{o0?eD4Uy`
z_Aievton_(49c0Mv#oB&^ZvzZh1@88L_|dW{rzGV78Yf@dK|rPPiJlBokGB0-S5w-
zc<?bX{S=bfsp#q9=PC^O2X`WX_?!ChNlYI3EkzzKM6!Jiautn1410ZyRBBiOu7!Xf
zgskv6-O3$y7gLId;7|W$Lv?1n&aSSF!^6R4*Rxgq5<&j^fC^v+D{(1^2??Mw-J|F-
zZJ6de@|X-X0Rj8I{l|g2Rp=;EC~=90JFp2nCiy7Zg{*ecj&^C6>E00x?Hu^M4w%Pc
zFo7wB`z!L9D6r<3SXiG<Oo+ni8O~JniJhdsQ}srY%#EuRVRbeiVXO#Jh#;GqUD_R;
zpb<7^M}<*C&Q{^xEli>A>}=ba(Vyq35(fo5rPw^5t<q@`icLL>h?XGswqZ@;Mq*J8
zH?e;z@o#&bB>uD_2uxO;1}3#*IsN%$h2(yp=9JLp*&-|)?QAcIpgwxxM*i&uq4^3u
zCUf;2Bzlbb<Lv!d7MKFKo!|B?5D^K{f&vI-MO{yzgE0_ZU*^t_vM9rYY*(%&IFA*(
zW=j13aG#jm`hd<axSG#M`2FtI5H2tKk>r2lsI1mw**leZ`a<6*#N)Wa_=$MkBF3RZ
zkCAe;S<j128t^Nx;HooU*8Pd=zC&|3z^*igyAxczD*VZ-;AJ>>Z~heu1s_C2WNO%0
zsslH_1cQxaf0DZ4f%pzRHN8^T+M1P`hK9>>y67>b(a-PG!7@<_e>5Z_>CYyMV<Cas
zgE+^rds7{MOoHkCy`gu<$mv94{KEmmAH?Uowf0Pr$BMT@miC!MJ*o4FX2G{-s4tJs
zU02xOKt-P2Lqp+>K2LmC0z5qNf2yi-fDHkZE%}-yOy=h1%%Y;J>!O-vI#M6g_#!>;
zR@|7Bm6Z>HjHE&C1f*8!pH0A?%hptzF8GM6p)&|pQlxoHX%HkD8kwP3YD|pawNv^u
zSK-t*Ia&R*v($F_*<C=&W>xXiP_ml(TI=JMa%0(NBln10M$0{=m%Wc4nV3Z~-tGvA
zh~%KMfhm`~+QUUio0`(jY=2)_^|{mEeFaiIr}zCib98KK>R{6da2lj`i)V>VQ8Oc_
zaKp(ez~Hl&u3E9N%4%49zW-w0NA^qPHIFu10^!R5_6gp1+X6J;)FwfK$<IHCez`<x
zATr*R{NpEV1bz3QWeBHP4l69|*Dw1Ay(8FwlHO^pxB<(+-QSzt+Y=0pCK0&zprth*
z8A&x@&IeReA5~$bvM>Jl2yuFFhlU<``}`E}&`f$gnm+t}XJz!^@?@zR%5022ILSa@
z2JO!Kk?DMprTyk;(Im8I(WLqHz1x$+mR|<3?(qgxsXmHc12n5X^7kO9I@{QqK;1gO
z^)GR^awKojqR_1m@cUCgn(@ao)ALkq!Whf4Wb>?gEo@;Q8SZJ#KW4vv8@HyYtt9b#
zkL8MkS%gGH)V|gCY@(0^lBZKq&jU-NXdV{GLF>WzuKT^#mzCYVrt-F*wZ$K&^O*O`
zbxh&xPs=q$W>Ih*{xy&9!(p)OqgSL{0Q>rGS4Bp;vQj}2azP^^QAH08Rx_ZzfBKP8
zCSg@oB}F?j+;8}Z93Wz5Q}(tBOH2V|^My`Z5UdfuzjR<p$?QH+07ss<+w9W;!;AIL
zXYZ32ESmmJMzP#YWH>>i=7$2;v^hftjXIx4%(11(xTdy95`Ukk>SznQ<t~`{TC{I7
zVXPn+y)9)DOC96z41+-iZaEI*aP8TEQEYBrI>-V8%Hn-f6V6Fii`UH^)A%`Jr!Djt
zn{FL;^de?3b&PY--UQ7H*X^tCJrpDBv}i%(+mc;;+rWTWGP_tfzF#~JCRth5VS_Uh
zr!!-Nol#E46!3pS&%Mz_n*){~9f37Yc{s=OT6piATQqFTUE4H>AfjVy-LUQ#QtNYu
zH73;;92^LZZU~t@-OZ2I>%RBrM*m9V+S=O6>T1co(Toc_4LAyAxt8wdwzpR=@3)t`
zW|Qj5G(Rz)xJ-1#R9Hz#kZvuIR+}FfxSWe#k*FDDti-_ge#^BsG~}E<8tZ2jE3boi
ze|*KBgso|Ot{ICL+1TLF$*42I`gu}6+|$#mm;P>@zpKvbF`r&wGjZt>wcfw$zkRmY
zs!)gif#FnFxO0ehO+&!>uhO>>{%U0v4jfZCE=RL5^7;P`MFZc5ugfi71g)*DyrKs2
zW#@R9?%1KBlA2;#f8i<PU_fndS?Q%MV_FVFQ8$n)v<v&8A^#Gs0i6$DD9<Mq7HwAD
zVdh(ONnXFm@c#NG7s9AACG&k|FEG|BTen6>+hR}Qhu?f~=2%nV)}!}XU<DSgA<4qU
zmR!MDf9&GkekDfMZ_XCOR+nh=Sm5kkEz{+XAm&B(_xJy{@P`hcO$QbQ1x2sTw?*^H
zto1z-64K{dYa-y#Oo96hnwibS$Na_`K_v0VXm@mnSPztqGUCFb2W4BJ^!EDr2MG=?
z58L%bXMHPrU}RB;Wb<Gqyu{vP3;v??AlLc5Nr8zBC8ghTVb?qBEoBK32nk6UmigIR
zSzW&|r{PwD?@P$$?)3rf_imXiQBan>sVw5aYgG*$0|(zV9)b^C`;Q#)%0lTJO7p%)
zYR;Iq$vvcLa~QW8ok#$|i07ze1BKyCCJRaLecR(<$^Kd!*laXi`)D=BMNV8C+Q9ol
z>iTqrgq@xJbM?1R63TMfP(OLY2}gOYuKR3Ps3A^{*O6edfQKvPN&D|FiRK)`t8EzG
z4|D^61U(bn8-s$xR50BjJmzs>^YfpLzaL-@%#?^N)tZ9ec`uq(%Zw#60aJ1v&a&Bu
zJjXu29C2JGXZTuL%Fptle$td)70Ox>^oWD#!%#BJuKDtijzx!W1?O2xI=>r`DC3}}
z$znAel<;|H&%wy(*VH65I5b3+JX8gF^SxK6tG&kM>}@M8MKy%HxRkk?g)ICv-&*eo
zlvPyh1~4mD_v21?Z!fj5FzLd=LS;=&&up3QM5?lTdQfB}8c?>5=SqdY|5+inmGdWV
z-cPfvp3B^iRlQtS=JbjP;_0<G{x_#d;j3v(^UJyYWqocyNIVqn*lQQYLwL>n0*{3S
zt&l7`!tNMDupo6n_r-y_Lajqh9YQcF)zaj+bjH|Kp|aw!HH9cg)@XAv`n6RQ=|uF3
zkifpx^HfL=?Z`A{O|`=Jb}{3aBb4{IX0Q<}?JI+W$o#g;VxK-?-JUG{I6t@7tGD-$
z7gp0J+@b(bYeE9<Xm>;pfD1UyM@g^uCnW45W^Y47LfR=H&;9@=*aGUm{^8;7qxXr-
zzzX#J`8s6(aQPJ|XMx&1+wE*s+;X31I17T!an*DtJB7vPtkgnf%DuU8iKkc9^7L>e
zR~r@t$K{up*u5S_rVs%Z`>p*0b;5IZcGk3tk1mMNSIml$jn$7_r2Yu$*hTnf1nc^r
z90I+v(tf1SkM^8M%0WM13Y9FPa}+*CfJfFlwr7iChOD+j`Qd@->9gYV1dG0Vhnvh{
z*b9Kji<7#wS@)=ji?NXrDOp)W&+C0C9!<)#yERC~#i)hn&0){e^HyIp79L&@085}j
z($VCRKY7flsi>e<S64MO&%-3C1%!ltg;Y#RXUko*y<z>j9RokAwpUYaTd8;Qt$U9v
zXyMSuz$yHUC^BAclxlvO_$5cUcWz|dy;O(b?c<MtA)CIml3{x2yf0QRJpWlYUInvh
zKg_NpG5F-+D(LfkX4`3FR$!oJ=SE3|Y)Ggb#Wj+2-Qnl#)8Zre)5fA1OKJSV0?rCs
z#Im&1Z%^s(U67Y*ZD7PyvjLP-A{?B3G9@tIn!yUX41!7GU~sr@a+C8;M{5ZgoI{RT
zA#BbK@Y+;iZurS)vxGf%--~wQ1OU4%h?4M&RJiQu%kGFNRN`&vg2rFaK$o(@R<O^v
zZ(C!@%!9Yj4-rlpTo68qV8W;_aF3@^OO?}}((!VG+S!A-#?lYlbx{B_q@<;F_4Wo^
ztlL^xgc`JXQgLu#^hHz16e?wmR~WVxuHGHalwc7OB7(u-gv3OnyVDf`w^Pz2R&CW1
zK^}0j{ri3GF?Fq_Lc6ur{iV7ywKK!<+hXv(JrYGV*3Q%2q;xn3Zw%k7w`#BT*xNjp
zs&zuD{5$J?%;8ESQ>yD%pUE=IDSB$F^i=r>m!;b6u)tvUKa*vn`4{Juy;)<jT3?^D
zOj8z&vKA)^g&`87Gk<@d{QWjTt(eA#mYJEkzuF?ClqDLe{nxBxdK&j1gD_pJwz0nM
zSFYb=Oe<u5%f!gR(FgDru_-Bt3JMCa2nbu}8(sUu<>w_(>2PZ|M{@u$B4IS~xr)TP
z<$~2+l3`9nUKIV9vQ#H$xqjA$)4|2(?Qv_pZ%o;mn_YPG`~#JWDSU4<HXd`t>ns+Y
z_Ul(#bPP-p;>G(TaT17x^!?489DH>7A^jK9EkljN?f9Z#`dl%#e<Xp^?r=xCppzx{
z2(!^8!>aF-jj;DUrukT=)L5nn76F0Q-U}a`O;$lqnJ%s9*j~_-))n|A58SJT*u85J
z0rnZbbTn=*{77R&%@-P)mo{Bxvbbk$BR8CxVI@Z5+B%MQ;^uvc^rmM%LXFbz&4Azu
zQAU0`zv!b_te$DiBc6cwHz)1AYIE3vw_R(EjETV<23Qv?EG$AEvxraV+yHPS6|e`&
zdm=*4FCc)`xj5gD07)(}P*X!IB(eI})bRQi%YW0$9vv8@{vGXoLt{0Ey|voNTepZa
z9&CM&DxzzbnOhGZh5rubH{a_I44gp7I*6a7cQEYR7I0zO?YvwYza1`#+&yjl#;)rA
z(%>~WQd_>G##-O+2TPwtGZc?}5r`;|KyWNUJ6VkFIZ+1hP-rpVOnrsRG$h=zD`#>^
zkk40P#I5}EhkJ1|0*IY@_v;Wss8$qKFc@2jiDgQeEDwz^YudqE_+f~E#oYWTG0~yK
z5&?C5wJ`E6Lr9YEL-F)sJB(zH<For8*{1=9ZOQQ*7$#}suBbjBr@!wuW)$j+*??g0
z?rwKamuim~80wmGm$wtI)%$_aOrB3pPGXaje^5yTulEobeh&<U(K~=O^QZ4CR_o?G
z3}(PZjvL)S7+5<>jQUkr;K<{YAb)b(*!wm~xBhZB;3K*<mL#glSl^rFv&z8=yXupy
zXLR0E!EZCkY+P&ci}$s$a%<PSH_HI0h?)0q0bz_e7Unl+P6GcQ=wtyI8Dy=Ghb+x6
zw@dqT6%@C~;>(dqxzxs}4~-I1GV$~5hRdl+IHuvr6O{z=F3PAhGI7i*Vr%z?%|$I0
zO`Ii7^Cc=Vf_BS@`vqX-bi`6a<>uG<&nH*cczu;di+jD%3_XTheMfB=eBP_<B883r
zxU-LNy;p@d-jdW<^!t2g)~4PMJIVc{qrsBY9btGZmiouzp9MXz>pkL4OZVAfeXr0a
z(j8oOh^0XHPj;7gw>GC&czAj(52dU&A-T=zM|4NT5Z8mY@(c66^#vjUKTT$TdMf|!
z{IN_pj=t#l1jSpq?I42w&>v-Z09`pTS&Zaz@PL9j$UGRMnE+2AWU?=eI1RTMnhJXy
zMJAN1R;c93Z^G$yYYlKE613PG=xl{WRD68+D~&FJZEfK9E{ET}8nMIPKfm0q{o^9@
zRGCtFtu!lw+kUGzKHZ@mCBHqE`0AzZ_7Dt2js<4D3*GOSqI<C}*Q0{GJ;y&i?~dsB
zbF4%=_8|M|Q+M2!a~N#zE?fnD|K_~ozc5n=2e<8%o5<nf;^27$ZEW1XcQGOJ_*9^l
zyr6L=<O(8SC$y_l<$P6EHuA{nSWL5H_YKT?d;00dx;ch;UtZiW+bkyXk5&oGWjwq-
zm}=%XvELmgVipwqd3kx63q<J%(a};JM-9OA0B^Ab(u8_4yFO!BZc#)8>Tk%~Yx+_j
z1w@fezcE1vV3Pnud~;BkCF&5>6^yneY|xmHEBf#~ciQsBX0Gg4QAZ$vTlFEw(O|~G
z-r!tx(s2qQ*N9wD7%|uYa(t-44X=_Q-a)3IJQtNAROr)MpOR~A!X(d3XOiXnn=Cy1
z7o(6+Se$JC=g%pwipA5X(XBh%-};)|_M%=MOI)p&_)g~&m=>!B<xf+R3GRF%h`Pwy
zeA05o#jp3o*K&Ui9JRhA3Hx41oe(~~iG#IpetVu&nc(i6jJ%N*DOg_l9)@vi5V;7S
z3Y?{g7iU)@P9F}Hc=S~v;^JSlQKePbFtS45Tuek4)0ro$?BMO-N*%nBGlk^>0GtV=
zZfa_ZwiYDj5*iVacX(4$WcAF$!^1>ELL#59`UzL+lVwe+qpNGd=GGS4DNyi|O)u71
z0Us_pYki7(-)<hM4U2&BtFx2wumdLSJ;dM%M%Xt!S5=MaFi{Iwc=9l2);vZY9`4(V
zzU`W}SNTtGPZV6(IXR}K5(wN$X$qgh3Dne8v87rb=!xP7`h9_Wgif9ZjQ*=Ak)@_j
z*dZW7#8dK<h^NXl0>!t!cY8eYWd)1~2q#zEL{c{=B|hM@))F!vt{g@+wXokslqSjS
z2PBI_$u$)>S6i*OLmV|G3dxR!{O*;mtQ^ro^sy=l@=^e2p*Fpjb(EzJ3cEZX&%|A*
zGaIRXdbyCfBz<`}AntACenpd#7&$QO{dj2Isl8f-@%rG`Nv)zyr|oIN1jiKN&%w@7
zz&w+f?%;_UE{3+u7sEsUDn3j^@y7%aF9VN_@J(9$AFq);qGy?V!sB`U?cd2u;d@U7
zY*0><-U#MshdW#5>BEivwJcNrl+?KU2e-Azz@{gG;{}*>fe+#+U%yJO?d*S|9#Bxg
zzQ2!wE<9b4yQczYz3ZE=39sH$kfTB=Wl)Yop7I0vl^bIqQa(k5QaPLgs3vOo;cA;6
zJ2sfA+VLckL=R~bC@VKe-Y>&oeyY0KlM5-3LMb<EE@43$>+X(G3DX&w`HqCVDQaeZ
z!)G^&_Eh;5mlhkF?_mpL(przd0xXb%D@Z2t+eW7|_=Pk>b->`;tW;g$$y8iYFNM69
zrXaQ#?1|oD$BaB!qT&ReIz|0an`t<28GCb|R5fwYNDV<!DfD|wg9uGSoMF<KwfRF0
zou|i5=g$xxkY69&a!{5@bX3k>Ql@>aJv<!pp{}K0&8{=y4~Oj`8pImJvKucOR3OL^
zL_DwCH+#aNV#r&=2{?RzhpjB0uehyk1Y(G`n`im-k~S5*bLUAuw0ufQO*Ia;otj}*
zDOs8LyZ3>X9=i(%Tbx@gE?zE((Po_AhT0+)hXMMpIS#LkkPtS3L2U$KQL)-UZJ`p@
z*4~-&Z#fngxvvK`R<trNn^J$=b<`zssb!*Q#f{ufW9lDYUlt!0=3|_D$b|Y$R-A0+
z%D3GG1x<BpIki6%a=lhnb>H{(SoA3>hHT_*JvKDx(U4%a^S&Mn_@?ohk~8CJXMa88
zXAEH#k0z1Xyb~2&HlyOVi)(8{neO@#pYBsD&z})&Df^mJS-I=*YR;wb;JRxAD|CfI
zg#KWIs7OoCn5l*O^E)_a%_@-~ZcRBjR8rTrR3#R<xjR5opxnOuSn2PDMq5SpZ}p8d
zg*AHv2;T*(b@F28>@a>PT&U+0ILn!Q6o0gzbpSTtgDtU{b2^lkf|lOHZrJJ(EMl<d
z{p4~Rgu-gB+$T3>XR7nLdf$w_>jy^Pc#gzRUH#74TPPLtMbUVAEalrtI^%h07&))D
z@33D6aUFRpAz%wvGHmgP?a_>GlhZk6D|-Y~N@<rXGvmtLu{mOO85z|F&pY-BOA0>4
zrQEUEq;y7O;}CYmPgobJP{yE_=l&T9ZK9tvx=?8bPSKHc45fd#Z6?%@W=%z_{UO(~
zY3Ajsu`j*dF@24xx1yqYTVtc;2df$BdH8J9SO1b^N*alFH<?h<_QKI?i6nLT2G}ji
zn;ro@250_X2Fcuh(AB;;ngvH6x6~0(k%(7bJW97z$@4yd5)<Wzg@vcqMah$egAa_=
zNWJYb2jB(-lHJh@ag>~DwVhnhtdkbo9fD|TSLc7%MZ2<}a1KLKR<A%Y&%WG~U`3e=
zVV{?17m3-8zXn+v7wBp1E-PIGAZBJ}PKQm&QiB%aTW6~}olZhX<4*-2Rf<K?-CZ3M
zZ387?aRLGxGo>b19hlv1$zG7-A4Ig7U?xfGIQ)ZS#fYX1GOoCH=;+<^t8L1vtX|ik
z=H~vC3^GBi?p|o~(HLZP9rB#K?}Wx-)C|8!`0IldfI6`4;z9=_{S?i}O2I&Z<Smc(
z<W@fa_B+fu$=kHL%_saOff5CROSb{+m&$ORk4nf*uCZHSxsXyB497TVSp=5b&<(lF
zx2xVT6qfPBC(Q`{QTq33-^~liQiEkY^gix&UW)I&78HFXym}%O9`yPy;}KoCSMDo%
zJk(?$eWfunVZ{Q;iu}l7(>Xfv=s2vlsN8W7GWA)=luZ*=uY>67&qctG8U&z3VpU|N
z#Nu7mtn4*gYxS{raq0Q3Q4*7x8RheI3$=cG-r}@}zUsb(hDyW@3ot~(RtqBDV;Mr`
z=Y)p74|I#w7J){M9xFB32B{72@@k_Mdu^olHamI6fc3Hhb`VfBUb?u<9JbHT$2=)1
zb;DpFuHPEh)G;t1jCi1)EJA(ywB4FPR$Ro!LPM2)dorK_FV@M`ni^5>br%wA&X4Zk
zMB@|@&7g&9Tvf}PtuB8$)eGi{PZxN7(K>oKTb5H|ZEScrS&HA&DyL;YzI`9~i>A_z
zqe1?sVEk}~G(U6S9O%WugFUisip&&OsIzBM%I@2!L+<jos&43M@lynSgW{1ceQ#H;
z)w4^{fb;+rISu2dvXgY1yVbSumOC_pZ}5U}Mh|{FoUtii+AClLOd6aVjm(v375YwQ
z<hh>~AB+z`HVF5jR5%wGRnbtOj1{4+xmZ2@&@DSsnKi>laq77BL0w*y8%Aaptg>-1
z)-0aCqu@3#qQ{&I##)J1g)xAw>pP+zi2Xe+b|+&NMY(_0Lh*@3fQ6zINo@QGU2Dt3
z0|RI4Cm2vYm&``$7x`~*^*T7fV4L~AUg@XCsX~9ZRX}ALUrTn{3o#$zd*vot;1kX4
zZcpQ%BmS5lmoB-VTRyCKk{Bj0CH%H&tol7MQA!EFItLAj>gwxVY(5t+U1Wny<Rt%X
zW3&~`2Sv#2SolSoE84z0BVjp<|BK0;iR3zB;F2nCk2Zz^%cP~Lbwd@LuC02@DQ`=c
zbA&Z7cHd@{(L>J;2qeTKbWHpg1;!g*jCImbk?B4UG+Ur!lsD4FZ*ti&0P^F(GEa$z
z1_|iCH&Ln+{Os!>NdH4AI4h9C+^_)qa_hY2PAWxrB(+k81sAcTkGwV3$mpA0L@+X^
z0mj<prDO9&FA1O@Qhc%6?o5EU+f@Z@0D5QYbN6X!R*|*wI9!*;TwI;#=sFS#3dmC$
z1&xDI$MJ|_;?&hLS;>VfnS7_#znJ1<RmOu*wjI7u^3$Jfd=P*4@UZRiK5xF3ZGqoM
zLq%P(Tu(ZhUZdK%o{l-JpZW9W80rcZt$r_I$M5NYcpb0nF!T!Gi%Vi2p0Z|`v_(S5
z`%JqcId`=@RsB$oQEz_&-PVxuOnpHUviG3z>r=7@ue?mRG3n=gLRT}_{o@Iu=u2`c
zdIo8`w1$<v&aqVtyO$gMt7QxcNc;Bqz;JGbB&|`zTSOGkdB7P8eDna{Gw9rGKP}>7
zZUo!7i{FfyuGjE;s+Bsz;7$l?$wKI_f<7Mn-ouSFAaDUK*S=FEF)>j9P~ri7eiVsH
zgP`}mu&{6opr(46J_=d@s(+QkRxdrrDSf;{moPc`<4?wFYfhWekr6r8)l~x)Tj{=i
z3m9dR(qgqxrO2`}*9cMn@v5gNvIYkD_tn>@O{V((t7|n@ra}k^j@09lz3Yd_daa7L
zMEKI;^3@2Lsq(^mC0aF4uUi<7S-G<K<BK)hl19dzBkyv*e#gPC?={pKiBI||;MiTc
zcLr#a_4Pa<HM|zD+}|)K_96HJ$<FA88868Ho_+M>U7#!|__`G@I}Ve)ibDN4k};Mc
ziTp<F6a6Kph_~W%wf*&3s3iLBNsEC8y5aX?GIdeu))aQScDt<&ieTyFSEKiOTA~m9
z28kDiXd-)pk$Z+|=sb?0-QP0Z_0_aQyjNCM9CT$0zfR`KeOqf45&dGWJPqo-SN_Qj
z2cR+&d_#Wgc|Rt#f^`lZmh4#jjZV1d-xFmb?&p+%NdX3+nF5!Nki9ODeBj{Y+MG4R
z3mLFvoa`y<I>l{{v!Z6E7>;j_{KrITf`8tg9-IM;ueK>4*M?d3I75_1N%ffEd&jL8
zcJ@X4m^2c(9(Cr>6e5zxGQ-y46@D=#afPIq>S4&+PWh+G9J&|+)^&FEzd1bPs6Ed=
z&}dewf1|A29Bp(h>Pt;Ca0zmK_Vi^6e!%GJ*Ie#}?~%7D7-}i?BHhaR)xTjaWEQ>Q
zOXNIAcM^Hl_&1#BXlv!i-?Hco43lRUG;fq9{QJtIAD=xe=uC}YIKU=(S)eTcLa|oV
z;n19V!uvDu`XcW;Fa*1bLGk=o8y)9SG5SPaaS3@V_fJ&74wAmd%E~%ks?7sC?yy7L
zN%#hs4We@1w&Rt@qm;;s>HeCJ^>zdz0Hjt3V7+o$RRpA0Kp&6I$UxK8)dlQScx4Cf
za2P91ZZZI47aJSve|>$;j0XNv9~hUP&zJDmp6a60B2d&@fa|rI%Up<}nqPUZC%k77
z?$aY}r<?cfdu+o3e4FYA_G&%-nnywQ_eb9|Gnad}8>1$zDq>l49<I>#hNpVh7KsT3
zVjv_Ey;*$oHEcz>6^*ITU9RX7ib|-p%k#MejZ7LAC9A71d-~}iV1IcRy2<b<tVHsj
z1y}cWd&%lZF|D!k`eYZ3m%1ASu}+RPwAUzp_OZU(*rkm>ao$|R`H!nUDJ)1C`?J%a
zXXy-#;?IT>L$q87hR1f1l}kr{`^s{^({#{M(tiEP=XkZv?+#rjx%Yk198Mv>Q17$&
zJ^dA9tuf#s`uB__01!D#W}+#;zQ!FhQ`~05gn)|$LBw5$^nY7tBqd>A@3$}%Glhu&
zlr3&%MsHxQ1q=0W8w1qr#n4&X8~IuD)hJH%N0Qnmw}z^>ZBv`ZLiNGO4GwMbu$KE&
z=Q=Bd=9_=!h1ZlEbmhkLp8A8m`=|lUztbYYpA}K}AaAjK-X0g%a-kI;-an-@ZjkdS
zbH9%1yv<t`&z+BTK{&hZLRJIlnl5>3IPp$rPm9#GHgy(xpS=TFoL$d5J~-bUN4buk
zTt~dEYTa>5Cyve__;s)$91*>8Jb8!06%w3}&MZt40jaT{WoQd+Otzc2#~}0mY0C4}
zTli6sxNW)h$M!Vqmutq!=^PW8Y!@r*&o?5wiOmRNk^QA|^P;!!5)zrGZA|7Le~EhC
ziyqAL264Rt>H(LyganuMJZFd`HL0jKA)u(#d_tcL*RSc`{J-2mm<PfChkpkwd;(`j
zfR18+d#wGBIZ_tpBQu<9Nhz}2(4(eGEcKSnZ;u8O`vOFthzHbP=B=?g@9!rgS1zHK
zS2R-UptcK0oSRZx0W*y4KJwt_Oo+*^DdoII+l~V`&sCpK9#~FmTS6EDx&kz9tXc6<
za%vYIa3<a;i9z>U<k~S04)f8ZcByPb?dEylvzLYsTVuf-<;p@1-kD$#ehFAfG^wbN
zw=A!YRdmfO5OXVCE86LIqWCq_UUJ$zQ0dv>&TJdVl56>`WU2F$f8mdZ+mGo2SpQTL
z!1p5d2^SFhSD3pvdb8;lMM3|}dl4l3QFlY73YM14!BgTwtcT1sE|;cVCN_)vhW_K~
zI}d-Slpo63=VLiUx0ETyV*Cq4d?n(h{fx%4d~MX;z2Zu3m_Ey0-=2<;%x256$OndY
z!-hVD&bycs$g|W3NLRqM1moATVIGqXf42ouj&sGB=pj6y8%IDCo|4jiLZpn-)11*o
z>aI%{ye7KW9y&#9Ha<K_!1v`DGYx(PJ#!eD-O?SqpRke+vwq4|-&7ig_}!8s^%*PI
z&o5BTObe75!C7KlMH)7{bM200jmatGW|b)XE;)e#*|prv;?(6hxViOxaHW}t-(G{%
zp!{td@6F<9*szFf3q^VhxQ!R*xwcYges%C%^M1;H^ZCej{Hs*G)0s=q$!B5@g>~O%
zzQpxy*1j^gPRp*8xH-(j`m1peHC>e_f8oluwUD4Qcar|+;2#Yb9+A#AsQfQYMn|`t
zCaE|Q8Wzb(b!e<&s?=hV9d6y<p6`Y<KQDc2%if_bXYb3`EKOjW)ybPVdF_7;)a$tt
zG=@fl!TFr05VvqHVy<|ouvA#JeyZen{*c`z;!VI~y){OFpBvdmMMi2u3|YBx@x*E<
z_IQ<p(^;7ON|2NzuJ1p*srY<#PJ#NI*mQVewiCQ!;<|OHtK|Uc^%<StRyoZ#Shg-h
z&Mc?G2W)IcOVA*Qd$8}RMfo=uBUIrrfLRK73ltT@>unR5_w%%)(uVQIZNxCJi}Dx$
zgq*J$l#(J~s^i2fA>FOqCnR`v?r=ch7w1j1k{i5v7fPY^^ny4oGWpN;w?FYqRzaZ)
zkPTA&p;vspT|m132>D#4YM)f(YKI-3cI#iG<^-9u_axlo&Yl)^w!wQ0@v$XIF_@=U
z*QxSjsZuP5xL@<J)m~Er3~gVbZ=iYmID7Ycc<%6+;Y<xLSd5_C!4+>^pQiLgzX<M<
zX2DPhQ7Bpq#s0P7LCKUN!q*5gxBPoge25*!6Kd|>S6d+*p5iw(-`0zA=5#cwVo)A=
zbMmys5kcHF6NN>v^ub0#b?H(fs?#`#v?u{O4%rW{VR641PYvG^MQV@0CnWO8&1BYm
ztE3d5wgvL&>FEIr0&RdI>k&|QhXI;D(GDeA@yV2W(V&pI*Q<AZLu|e8M-d1G1@_q<
z3Q<*#F6$o$N9x2rZ!KE1k*BxjXhYk$Gd0x@*v-~0D#hj9hFp-1vcTo>jo~Psi3%w&
ztN{G_x8+aGZ)Z=#DHS687&mZh1e|;K={gz}gI^yLGp+{)#(e|R12B)fIrc~l9?45b
zoBM@a+x)hX_L7nhBUkEk*eHp8+ysia7C8p)bloIQI?GsVn*<S)63t|7@G)xk*e*@|
zS$an|@wv5iwb!@!SHFvGNi8<H+5J<_X`~|nz1!w!`@i!d6i&IW&fxn9DMb#o1JPbj
z{>eAmdU;1AsLcJWF)<#THQVCwcT+xw+@omb*SWz78gM`I2=b5E=AqjcsjPlJm8I24
zJAUA9ZFy#ErMPU#%;5`W7$UfJ_(Lh!f+J3U-nx4$ROgX};Kxr;3zBa-k4jYOZb}w!
zvt4g{J9Q)vH@oiumyt;(5Mqc!5Izrx`Q)y37yG0^f#ma%3k>5q=x=O@VN=N`0d0&2
zgMECHo3%hW%OLB@!<LJS3T@U({tM+N#GNhekA1KJ_0vZo1Px-KyZUeo)4kW{RC{tb
zfd>?mzY<MYP#-?(Mhz#4W#??&c%u~6aJ^>E=26FRbgSiHZp`-oK)ju*a9{fSU>K1#
zOX|~wzO}!DA!x#^0e5a@xc;mMdW2&{CK6m&sS52#<Jn!`J4@y<`8#F@nm-ay!ob?P
zj&VCJbhR}*O-q^X)W!UUD_f!8WM*GUkD?5X)-{-@_tBSc%#unos4;*GsQE|N&e}hn
zhLl)nIlMb%G}moVj5_&MJ=tdkU(s<4F@vE*PHP-r^AV-dC)sMd?Wu9E87ZmcoQR%q
zv2DWVlH<tDD<X8v_`G)3wjwUoL#fxAQGVCx^rnY^i|!|kz?_fFon)jm{87A$B38Zp
zI;s<2(&)6M4r@I1vv*?FsD@h-$E~X_I)N5}Gq}X!bL<jn1%7kho0+2s6}#u)ptQgA
zkLveqSR^ojk22-G3$vcS{-@8ML)dg{+nf1vFF$?<r10M!mmRaqbNNhrn^UBrA_2CU
zD_=|sBDt!*MnQd%*oOai5)QLP#5*F1DckvK?rBF{>`gW2Y{Y|$iZ7JqpuBy^+lP3u
zxk3YPdZ+%ZfT}wVmCcP;Q_+^^%;N6DC37Lc;ARfwnD?OFhJGavR4ob{%R`bjC1~{|
zu^_=Ov1lN~<yG<wiYT#Id8F#CQ!DWv#0X+AGHBfKhEW)G1!1bsV7^5SY+YiI$S4r<
zk&uh*P!MpZo{bO=XNr&jl00Dgtp`{TbJqVyq&c?T5&q}y0hp2=z~lX|^c6O~qxKG7
zs74|Lx0+Sty9A}?UbMwHL!GWQn)KUAaQad_fE;lJ=W!d5a!49R+6&!MqOLKf9KJnM
zc`sh6jm{To{z4`H^&7h4(DN0K8IOK#KWa;&zAd9(APy^Ey++0w8<JRpXbZ{<iDH{3
z85(4mfg~nA_O;@af#gr1u1F)iEePUH<JP)k=V=7eAlUbNLfL+aqBc4aEH<@U20|Zy
z706${<~wAZAHmzK8Q@^Cp>&L0S>HchA9NM_Ujk-rO;;W(8pp?L3!rEk9U)wNoh;L>
z%LO_GK6l{Q0|y78Do(L9Sw!*46`<M}?+hji_&mNF9v;T*FD#&MS5QNJ(o=34b-({%
zf+2AoWE9BLHs{?-`SFMojbT%H{hr1*6q8Sb7(zalWk=>`c9&{b^)QCgKadgmYAzdI
z<8>$dW{%<k=f?r^4tjd)$<`<W@6~)|j^j_u{FSw;p(6ep#4`P;)zE{Ch4eH}zd87V
z!FApfS&wxGZ$_F4WvIc@z2bqk|H$^YWv0ykKKta0_sbWGgja&|$(9R7gdjH=N0ds_
z)WdE1`x=Wl;bMO;d3j`7Vr3<3+59Tv5Xdy*4B&T=KXbjz^Y4tdoCKN#l<tU$b(YLK
zVdGXf0WqPwua5@sYK)GK{;L)DYP}yE|212r@YxWflM9Ei>o>03HAW`3<5-ktzG<1a
zb{;($%vsTA>ZXQAY@&`jz35zbRnS1BE}sU{_Xw_a+9&#|c>ne!C1<hc4VXV4I4iVP
zk*$@rXaCClwzsTg$4bYA-wrF;i&@CTjJ&^+rfvoixw8WmLV?~+r|fJ#fBJy@`wz<X
zSHqzM+GP#x;w)+%O?EhWGLREB5m~%2o)4JZzdHBbwJaH&7;J*&9O14jVVD$(XuE(+
zZo|!B|AxS0A0Mhu1`C%>Z?jv+vz8R#OhNzw7S;Ot`u3h4I3??vKH|;?GcX|hN0W;f
zGuuKD_FVBxeysNSXY~KqQUPdF5<msnJNFL%lJxSRP<ge0DjROdx9NrC)qMwJ{^!z$
z_oPQ@OC$b5nDuBa!>T|>6GrRwKp|V|@4>6Rp$5a&3x(w<rjE8V_8Ag|kIEoU^q+z`
zfKTXJ01=fo(%!YA5tb4QbiRgWtG3g3AehalN||I>`qrhX@vT!-I1|z!-^qFp4I(|;
z3cF#N*CP)zL}!Bs^~-N(A0hNb(TCURYH@UEvU1(8j?ku#NzoF%{hqJ0qX-BH;B-6H
zivT$5i`50R<(HQihy8J?e{3fJLQRfIn*5uNksfA!eSKAm)%OA2J&9dk=cowbs_YHu
zK&S#LXrP;eGa0`Z`AJ>MrN##u2Bw5g=+j!KZDe9F`a@}3EqS0WdT?|`^lFME?FTw3
zXXAZ%h9vqV`vf7!h_{-$hMyKdjokZAaAT?!qEqJSy2p}wOu=ES=z+-j3F2kdK;(x_
z`ea35;GTHoZMyRnx*jdxk{U41iuXlPKi?2cSj#Jg!NtI5LnARQ`(%nZ<AInanN{tN
z@IcwQaZwLXH1k$ywhW_Yy$N{S^t%|b#O?=VlxrkGGBr#YhVHIi$#?ShPl1Ww4&Izc
zaE9}@opLNO7lE!32B4Xs_|Dt%a0;bKgPA!eq`VFO^ioWa_Of@bePw0_5BzeC)7jan
zqOSfukwxoYil_%HY-Qyj!Y#;pI}{Kn;HttrE+eZa+5E}(6So$Mowj2<Jm_P7g*6Pu
z<~`if4b8cvZOhL=T+i=5spVpBk_G?~;_h9DMsRqWvLfmz6#R(R)BS?ukrBM;{+i~R
z1rJixEpBVk`55JLHo?|XwY=#K;)hD19Oozcf#JpdF@SupK!UzRQmV&f8`qw|_E$L_
z2xL0xrIK*)Lw3ee7vuptwr8;5b1j_@ngjcyfwF(cK;>&nI_7M7wm+c;(<}9@$%CcQ
zO$W_+I4c&+pC2jVvm+rNJ4J)jOAZm6m~!y|z71FhqgbO#%e8vqdYC-Sq?MWypj!YD
z6}7w8X6bxFhGND&YPfE7XsBecC%92;{MMsZMa|LxLr+_dSuq|Z-sl$0Lz?D}x)(oc
za<{S)GP=vxF6#k?JDsJ~m{^D-fywupos{jy{@gFinzqTMqQN!{-LBAMb5ZfElxUO{
zkyhoW3>kIu=;<bjlp7geYR%3g93dU0X4#`tB%Z~0e0WQ#TJ9tjn3s#mQ2WkJch`N*
znECFxwkqPo2QIBsZH;nRsReQR$e`by=pas`Q7d=-U&#f(Iiciv&s_Rh*Js_ITawdK
z57tf1&qatkJ0pf;Ewd}5g;k;|`yZ{=*)goW(Uu=#222r=kUn^OKgaWzL+|RgIqt~+
z>wyCLYQ7Vd{QS+u><t)$%(I+A_r|TPIE2%0RFqMEtjytq;9uWk)|%B4ZVMqsIm)Cf
zzaNX32&Ndn>vxHKi!Wlvs}c|*p+Ij5MM{1=B$J8F8e49=n&bLHtK~#fD25b^*graD
z=NDtB3ePVi_{S0b!>3NPwQYR7_Krndj|VzNEr&>mXA+_q9cd{~jP86UPZDkhVmpQz
z{ZAE*Z)gKsUKmDe%XmR_qnJZs9i@8|I}LipP?~0Fx?q}Eg^1nIIbN5U_KfJkLHU2D
z`^s-sV{haXyO%jbNaXdkGtes(h;zjcA5c5?cML+57rh;{jY7KhX7~uX=L%bTv>qDL
z<)ku&2Jow<f!+YuYoj9S&k#eqSZKDzA#(|cOv#etJFZLSOI)$49^Mw}iX)jfqtms>
zmJTAdq(mwPWi$*eChos1*$Tc@*fu_-P`JP9LrNmj40HX;@&)tauo*S<qAO&nU{pW~
zSKLK2%jdH#{hvX;m7HVZSS+xo%LR0bru^CJXy516f9-3Vq2V6A^DL*Db&R|q!1vCQ
z1v-Tg{ANnDy5{Bx%5-YP0b8bK>1Y4aQq~sr`$K@X0~*u1ySs(wf=Hk>;<eL5S*7p;
z(yzVr-Ve(Cd>iiK$tjpt(PX|bzs@3c;PnehlBy2>LVgtN>b$_`NHR*B`2m16c0(UL
z$=X--z#`l`qc+x>7@hBGe9Ix4s;H|Er2WIJz4Ze-G1}jhL0orotZU1pjLd8s&8M>u
ze^pAL_`MWp3wI<wslztxa<}H@LN`2E*3Sz<$$kjU4Y^v3Q^nIeIi^fZ64UOu`8|}t
z9nwQr$*l!d*>fA3Wz<<gYkIv;HGpcl%8ExMxO|tRUIPOvQh2AO_>+p0rv=%sI>&pf
z2JN0h9xeM(>%3Mo$uAC^N8g^$PErrFC2j$twiIxZSzB9=SDDBF5EkCn_AwM{#vf@M
z9v+_Cff))))YJALbe-a!E@+53<X9~B4`MvJVrO+*VNP`}?hpd&p0!rauIG>@y>e^m
z+ujZ2d?owLz3<WUt|wFLcD?NOab>0a<pt0C@in{-SO2D0Rn<5~E+MMQWkD;wD#Cek
zzh`Cw_A9gPw><;efibrl28O1D&t=;ezr60URiSLrPcg%xqy+hwHS~0#8j1xKX_1SV
z8??A~n2EY`u|I3atdDe`ymf7bn^y7g2I+l3Js9Tgbe;WC3E47CC3`1vwe+jXqhBu}
z$;G(#;p^VJWlxpA<7I4R9JKDQp6Q}K#DKtWMm~kMtig=OkPHF3jexW+njlX%IW<*f
zw<c<K!3UV@n3$Lvn`TV_{yQW*TtZu$2<Y3p06eZVl66(mXkUaOEG#TQf1}ZO_J{P8
zH=q&F!*E^&*jHapmm7et%74bZBsSgIaWzldkP$k(62Kdy*c<g*HE86`rZ?2x=Cvg)
zk;GQ1X+RHcSg_m%TfKPK?6#7}UG(UI=*&Tv*D6SJMCT$ZRFXQvLL}G?H312q4SJJe
zS^S8mEJuY=MMnoYNE|9i{AfRqw#U&RDMLoshCv7=A<3!fh_)LH0@Vw7Lc51Ve0RUE
zV+fCPt1y5C)i=ER(IBXz)0-H@uBzTSxr|N!M-`VDP%HAegCukPS|V=;n|4qh7+K-D
z|Mnv>7P)Z_yXs463v!(zV0h4U>rTDl@X0=JVZ4sz1Pd%KKs8`Syzw9d?D|w_!~kIE
zbU0rJ{1Eh;fDalGc`_Ky*u(^joIL9I*m{0((fDY#OoJ~9?7WW&(BfRi-H6`T6EgMQ
z58RE;8*^L)MWP54q~F^D!O&zkD6;8n>9N{zp$LK)lmUo+6l8s~X}S(9@oAU!7x|G9
z8*@_pWq%8`l!uSFFq|64{L6mY)a-c~cR4a5t8rS761Q;079rZ&`oYnC5S#x3IBF%>
zle?CeNx94+L554P-q&A6!xZXu-or_G#H7J!?mBMcJA@BUa>vWQeaA0@N*C7*=Cc#I
zpqj|H+`s`jsc{V^=xiBkY6iz)x69kYsc91pCX#)zbVS*a-|S#w8K%Ta?p%~7@nvSF
z(w1(3>%Ol&+>gG4e+$S*c>jUc^It#nv<1|U2C0{PACzfu#D!tKy-@~PcgmvZ)$T}F
zXAp|R>9Sy6ULGYE*C)<b>FphTS|0zhNaZc#gMi^U#p)HY)YlZ?Fa*exdq9(gRBPfl
z{7hdO92Yn9$JRh<^m6S>_G#UYkn2%pJ+P}Eyq1%N-s?mb`?}yLJ6zvzWgHK!_!C;?
z(EED73YS}x`O1ILgwswFmglc`LV{x#4_p}Z{Aal@>^xEyM0ch)0vtF>=-2}9ahO7v
zOBKyn*&@G(2M9R_Hxv^#DKAT%H!s{DAMu7XDSN&xexC0f&Lah7t6OlaXyBQ}$jejl
z&lC&}j*LO=hdvu~`61uKxwlVBm`6&|1|&Yi24rwRrC^v~A1;yB!+kex5cM$er$=Du
zvjGHppeGA{@N?&RFXGen;Y|3QhtAU8{-@j)Q2>|>rwif$5<Sqj+k3I~oU3Owi^;)3
zO)bvxL$m$9d$)UY{+CI5l&0a`8}XTo2Zos{&v8T3536UF$N9ySg=|TUfGMoPlHuYC
zqy%yFSUvxKaBa@iccyf%VqpppCAJ!)tU@47iLWFp%Ll2Sq>emTxL=oR$^+u4KkN2?
zv9*lKjgx0&Vg8aEOF6(kEWxA8BhVPrQ+wuC*0qE(Fu=mVfn!$SCu7g4XxbezX4r@i
z*YmKy<bw%nU+u**D=2Mkc;Yab?q@G5diO(JHLQXFU1GP!t&+n6m)4jrCN*qRl}Iwz
zyWcdbvNBsuvW8(#yw0M1zN+Sl(!<_r0eYGmgtAEFvj&ZZv1QhLx9T+ybb$Ik9xwns
z;>L63`uzg~#fLRD1<W=S694uQ&_J=VvGK3NoZ&m|xoHC6KM~<0fcpyPY0`KQhw+DE
z{VG0-##90kfR+9VOp6K27)`$YvLr|HeEXiSc6AUEu^Hm`8V<%={Id0<YtFKXQj^3}
zYB#))yaHr(GplRI$$D{nY#ccCo!yu;1(o01mfK*(q2T0rnBk8jv4*l6i60iFPD=xf
z1$1;f2Ljb|)*{#g;(x(zR9s7McL~{B&<A!ellJ5<2A$v?`S!#(NH&kpmC&&&)|mW~
zi7lB8lXvRR`-=H+|7EC!f-*LNrs5mpD$zZh{NOMp{vHgdwCpAlY-|EGyZLJ(X2}2E
z{YwY*)|qa0hmmh2gHn3?NE$yDF>x4Bx*G#o-2I5{1r^yuP2YwB10&iJF92y#RIfbW
zpzAVx=!1XfrT=nC<K>{^?(2C**M-)wVI@~h2MLwkm$4QRK(sOGUGNk*?wKEs<~I5|
zII^xi??ttHlcKdHr~ob6`^(hJ-EG`Wns&F_Dp}`HODN1#ULAMw!)8iQE^B#AYIikk
zm@z}jVE6q|r$j<RLVIT?^xfI&2UQ)oUT3SI`aUF(-&S&N&hH{WM6tsy)oQzq@OJc!
z^*x)g`R|UVJ4IC||EsaL0IITU+x|D*A>AM#os!ZGf^;JdlF~>>BS=d(5+dEw2uOE#
zhe${xwdrr|=Xqz|`Okd+na`Pf#<>aiwfA+cwa)WAj^7bm3kl@t{GM=igl$v<4flUL
zllnQPr_k@#l`h%N{676AVo>V*^Iay5fH(@iEq`E2bwj1!(}taTx1EoL%^m6td-RzA
z56>q(HsE;=RxAjvt#$kQl#l3;a~o#t+?Lwwkl_Y|T#89cr~R;IZNHhgxzqq6SaERE
zsUim4{l5}=2!=aKjmgpDiPjHfaM&r&eqZ=fB<b?*MUT!ObUE5-ry&l0=CGIRq=gUy
zq@~d1>41~ZB~HBmei%MWm6767+8yoDwQtzi=bj2Fs5e3Vqv9y&eD$25ATZ*M+)FRT
zAR?8uxVQSx8C2ln3u#>a=lKP-6TZ~23qc_5`~Tpv`&K(D((o>9cf+rT-m9@CN|E70
zSnVC#f=dRKnY8`6;^nx<U%yylqm#8&ji&zjOoDh}aawyUMi`-=WJwJE0|w))Ch%3s
z$5Nr<;Dkj*4dcI%vyaL>(iAXMX^u8=ybq=}zLj)}#=ibekZ}LIX+@CjS2acEH~vn;
zQg)GqaQdtj@0ReP!7em>>5Br6Uwh|BPI<G_8tUqp5i;2EU-;vGyAZiObtWsJ?v;-&
za=umy9cabWN+<1MSeY1&=>8@BJ1HpA5|3zPY<6dhxaS@{^D3|;{VF7H;JGfc3y#8$
z#?Py-+}<N)11iy-pQTgbAjTY4;a@nV=W&&(+VrAhj^5_Mo4;B2Mupy3n<f=nEEMHP
zwSE2meB6GOnv?C3jEPZK#{+u>KTkuJXkt{kPS?0@7YA}YCS2{us6Sp^KV9WY1Pq=d
zoDRTT7^gt5S7VL@1WpJwdeOjhOtMYGV>J>O7KWmsp}_?R1$FOB2rHMGT<G{6S5N_B
z17<VN6ma4n;?A)ad-aIMFXK3YuZ$3Q|HBvZU45vjZEK@(4(HeU9c5L6H(>#xfkkmy
z><JCy%^#DC8~F9sQ!ID=2_HBsj|~0%o3&d{;jx?=$v^&nCC9A<N4KgYvX1$ehXi>2
zRU;0_HO%wpsRM)X#VuV#5YuUu<-y2OdX>@rBsR?bZ7c}%s<GSIE#-F^mM{eJeANdY
z((ZF^VR(LtOh^$e{MEQmyxo{Y$OFE%in&a{>~`owU@GxxFR{d1^MU8dT}xRZHo<FP
zQez_-@&LEc;=E06!+>mGRrkW&wRg*=k$Uj&R{E(8598Zgqtjz)i49vbkpK_k^l`B*
z&V~}^;0DzPygia|FnMtn+T=~F$^o6Pr>Q54-&cd7gHWDZ)%U)(bPOSHI==RMp5Cpl
zr~B18_Epp~u`xEE9_t))@sp|(as4gr%U80VG$Uv<E!%Su%60Kz9j>>>2C|lLPR5e%
zQd*xh{;jGcg3grYDm5mW)Zypx+xcvTSZfhbic}QCzF*e5aFDK6BNtwAB(Uwg$scy)
zw<8d;Y4t`6l>GZQkd^f^p3yJes@4M4|8D}Cz}G_ZvEzoUe#z{z)5t#*JD+Ve#cik8
z3O=w|8;wjZs#s&d1!X+<+fLRkojJb&(tNBhXuK5DILh)Ww%8uAixmQLO6=c>@Kpbq
z|C4>QBK{00d^*=9mjygr_bgi}<zBih{OivQbLvwQcT7Ah$HVjgJGoL_Q^w4|pd(@K
zrq?L+`S<V4>bm#C(S+NU+<nwZb3Zu;rn6DC(0$UD*L#xB87G@jbh(shCppAS7KlTB
z2VYg&dy@4Ew3xl0(2K?*i`v8f!*g%n<4z#QE|Jh&VYccsUo`HG^Zq!dsxce+u*r4E
z(XpXiK3UJ?jOQc6I<j0qr-+iRQ1QTM(|O!7KUVUv^;bZ+fh_^iJ)gjhPQ+;(9UdMo
z^lA<G)y{w?XA7ta<ZNx3VY0tZC^%j9Wb5)q-#ObZ@Xk#;gOQ;BhB?a?40CHvyFcKK
zoAB8X7J0HuwE996m=rpaeid%?7gImmAwzy96FxZE*Z%2i9dq;{(&A)=TzB8d=i2cc
zlSfh@B<mb&y=^&##JRIm#d0v_kFz~w#13f?(u=nuOnd5X-ClY)JA0vxW(ItI%Xp}M
z69Yd%aH28M*Tb_#Wn)rBZ;w?#_yDJt70n&dLxCg^)=_w5HX!ob%t52{RUv!r=(8%v
zKt0TnOq7Ga)6Xu_GD)>8<|+_qX(3;K^EgreU~;tjNErEV3|H9*G5QYSbUr(cIg$<i
zZQ8+w`~*R11mgHpdbb+FHL&ws9L(bYGp(TOA5;oTN*90vO3RpIiwKq@qoNuU(W|#3
zT!<ylXl)gN9pnW+UN8X(v~MF|<p2*zC@6qfSXr??CuSp2S&9cHmk_R$W0qZu4*B$u
zJPk9an!Pjc4e@ALU&2n;`-~+muyIt~$bHe62i@HiKmBngC4c>egt&aP&lJoXmDPZ9
z(Q8&DCxyqtVw2Pf{_;XG{KeAy)UFYD0$*$RyA=*x<wMA>{Uj611J%>RJmK~bZkh*u
z9&Tw5JZ;S!bhn5BKI8J;vpS4Xm$O(wD|Hqg`Q;AJXHnfuJ`>2CY(tXYok-yQ^#9?%
zSEe8*cjZAQBKq$06Wjlh-rdSB0Y&{);Lhl)&(x3^vhnpLMfpK3hEL6ZUqm}Rk_XoJ
zr58z5m<l-O@Y>>iygnWc|5>45i(IBtAtfh=47-&GS#`Lu)*2mGBX7=kEf#;ggMxlK
z%(5ghN60=JEB+V`gnx%i^-(1e|IQ|z!VHWAwFUa(-1rN>!~%m6ztdVY90D@eIFLEu
z0DExX_t%MB0gt|hE$(PWKljV{`9CNoy+FMe!*$egRCwrc9&#|3q-`nwxlvYYvKhr=
zlAGR2Dz9tpvAdYIWX1yN=uh!AGXNE)Xq7YZ`6BYKLfiDu;bN{B*=Lqd5ya*b-%=Ym
zOi!ZEZQ_+sE(_vzuI2m1rsI?AaRgj<;PD$1^WcT`yiLNs)e*S5xe;s^c84_F;2q5i
zzEUp|uTa1wev*)>qzd0SD8MaRlj>K_3`D*kTUgY~wOBvl+Rk^BSTr{6L2YwjiuAf~
z&=F!ZuOW&2=O__Dp8a9VM870ZDlex_O?O~BC{CfY%35n4YXyf=C}ixbu*JVWgRq-X
zL{ya9X-y=W)Iwt7l$qPHLNvN;tDBJ>CcOgRhCpNe3sm9^4)<H<zc(#65i#%`(bu=|
z@IETADo)$S>KW%<2I8ONb3aVD-;-R@3H|i!OP*mJ(6BTEGElE&FAEjVif@If6~vGS
zbi+XV`x^u9xzFT@)ZMb@+EK64JGdYB!&WSqqlRekA~yf<A~XL=>tH?LK&N#zwP-}Z
zE5f}0>5VKmc2BzfB35!-Z>N%wo-KeR@E<*n-ZdTJuYL3v^p%w)k4N05*N%8=>3v5d
z+UsB%Whi>%pS;Y~w>~GKKJPZ+DV-NCXDQm?f{76olB|8l=u|9iB;c&7pwI!dE?gh>
zweA7cMbK>r)7a;T57x;6(z2>6U)%3)J2o+}am7Mx(7yd0$=iN;Vu0QNg*iM8HTpv*
zzia|}!bWW$3ha=d`Pt!j^mdY6nZ72v=EO?jtKa9pUHC3ptS2vvp8UJ=TjdunrWoqn
zY{OK<<0&ql!O`KaeIf74=lQU3bI+@~?|DbxfVmVyB>(l<lk0Pahe7r~HRE%iIi|if
z-9mquJL*a6e;2LMCJK+g6(n$aLm8cT*9d_e1~-_VAU7A9p_!eQ@tn;I6qzpHK!S;g
zx>lJ{!nRPP#BNB~4znQX<tnqB2k`ZM(6@^uHU)xa@K5LCxUSwbUHdgbKMgCZEZ=HI
zFLoGJ=m6dp0uUR6)2)<^4HG!<e*ze+W{<x0E~x_-vV4=O=cQ9;CHteQz$!C2ISHF)
zi9JFsKw(Y>qep=mAZV!=9EhcSz>-xLd=>x?##qzm#j1Tdh>$N<*vem|?C+_;ItDs8
z9GO39-p0oOWh*>HsM)h?cBag$;F8s=?BQ+nnixby2M24FTDL&wZ%n$P9r3=cOVW4r
zM#0>iZpUv^{x`DRhN^RQGX2n0o0wlsYVgTfBicPIfv%`CmFHSJf>N~crqFIHCKDU<
z^Wm_d4hc*amaf^_r`!YbTO?a$_?WYz%wjjS5=ey1(~UJadK%NIwsM<}ARmK)U3GQ!
zMwSeKG~p5wYWJ39N7r!_WPK>9{DK1kbS}x0W^kEem)zu_sP6cLK+^0(-_Y6`I^B*7
z`9Ub-O2fd2oV>57k}1`&8z6ANAtrMB{BT5}aFkOZqG597*sbPxU+6tq1B~g$U$_*i
zD7JO-UJ|qJhsLin=(N}4UE%$gV;-TdW``(7M<va?--@)ENzST)DWNO<1)9uBVY(eN
zTIlB#q>7pL2G29>SiP28e+Nc6)rV=;kr*|eAVI>#pD1=Tm~jaZ6$;|g((?}X80?^M
z?w-vN;^*?T<%Fu@#wC;a^>Vx3(^oJGkx`3#C-|7rBEON4-vSG<!SKe+a$~WWyDzjD
z#~}xt;VEK-BO8}~^*$3p2>fO7h%BK3-_n<Jbqwqn-w6skx|a~%I=+__PW2d2|I;C3
z4sRlC;_G!G4ZQaUnw1teq1y|7o&vr{zTBm=Owo3Hk&DznS&4FHq=1<8wD!9D&gf!m
z)c3(<k;ygE^eG?z_$dulKY{&Fv`pcqyxdY`+Q+&n*j^)fZh@E}saq<K`sdo}F|Fcq
z8V!wpWSv?<26I9JbxQB9nGOHlyVh1yxYK{b^!dm%q&(t#!}`41SD4IlSJL)PA$=m=
zTXF;Eg-4pHSSv*UxCS5`o71Y|y_rt!Fe26lASeJm^!tjP_bbV5ET#ugh>fd|7~wuT
za8L9IU;T1>>b~fnCXLNfwtIHw?r60Frt8e3X04Y%*>wi{>T*C^4B8z7jhHyhzGJgm
z&Nq`p_UwpuVy#}Z)u9b;Pj>^}ls*OSafF?xgw))smu95mHp=FP*}$wGVS3!T51rag
z*sS2Gh!1*3+?<{LrsS)xfuYz*O@@5gv+7i@+b<m7i`WZj{T2Jq<2!b95Ok~H#UHdr
zJty7cIBuv79~W_&PQ4!CW4_2n5p517vz}gDSc*IV7rEKZziqvC-&Y3pcA;k7pErT~
z-5K;VlUu8*I3FMHoM6(&=g*(RXn-C^OWFqvI&#<d)+1>_U{XUvM~46yO@RdkFQ~+P
zQ3Lm&GBPrzg9$IH8yYH8c-{QsjFY~A3TDl}#^Q-2%J2GmbFS_!s>cpLw>S`KL!1vM
zx!dG^*P&47P{#sO$`{XU&5Tc6ja*r;1wWOQ=$?)CI&E0&egb_;+)VN)PodUN*DbC6
ze?7KMRd_w1OZ0R6+5&7<Na#YoXtKsse}uG4LP=$pP?A^pJ|RRobthgze+49LECuZe
zFl#88GV_PYDDPOMGRn=&veli;V5VO;v*Xz^<zU%dLTSJ7nuMqy4G@N`{1bfn`&%Hb
zMtt-aO8YaFOh{p&#M2{|C<Yutb!HvH5}+Ks0pf1Jo}2Wcq8TmDZlDEC?#Cu?&Gn#i
zEb#XH0z?^x*2MVuPC$n!+rr1k|8y{4C7?iDshz63S&N_Zw?d$pneX;-inwCF5$sUQ
zSv5c@jNOk{vd%8h;M~U)DdlS{!e&X-l;A3R;?-Qxymzol3~}B)qa<LBI^(*2ezm$D
z2HsEZwTB``aar$ouTpUI#zuBWCj=&^+Fy9YEFuvr{f3)@w?Blo*HqhF;mM%m9Hx1w
zJC!pjv0j&Fq8a$7GldGh8kNkeCyRBme@8NOKEqU3s73)5{w+PQYp`&`!QbZfj1+hr
zW7}grx(h6n-n0mi^0N;J$?jIRo&5{BhEq~nn}?w-adxaJ0FVOcv%3MU65u9Bj`V3?
zvg4gR-HD}SnFMR16$x5g|2W>1#E!>YaPdL0K9n3oNYYN~T<jv%)o4a;&uxVyYrXi$
zdlK|Lm_Dhr?z7WTa((!4lyvNlC=H>K3(pqA=MxI-U-kYZ4|g^YnUEOl?vO^TU9HIm
z&)ISJT+sk&V}Gw@=W-vHubVh|trScgJCq42#2uVOph$!#+%`OExBPbHr=8@?N%ErC
zTm*Ai{vg&wwnqB}%fHzr2Mk%J`tlB?N%4;0sn3B~l`NZGRlUePJ&?O=1ZscOi$hyz
z8@SRLk{w+N&~pch-*3QV7bhZZYe^uR2L{oF8k!Vd&JZw>9O!v@e|KtfVV`H@-kj}0
zNgICpZ9S?fZse#VDNS`B9ag(u&$sVd?o3!1iMIS+Zwh#pN*qR0L}SVNgZnOL5ds00
zK13m8^Whlwrj$Mhd8mKtwTpNr?{)UNy;u=9IyD%7YJYK}tf?P5n<VGoXf0xV2@E*o
z_{<o&6BO-SqSRMw-$}}UXxNWTuOv%6zrHimV3V}1Rouvr&0X<ABoNLoQbR0wW&4&%
zJ5lh_f|0OKgenAMjZWQi3G*LHl?&tVUHM1<d`?Ps8X8lIG?Nlweg~9^XLxwQ{0>W8
zji2cOG$WBw^>a~?b@I4&Z%j0~^W7ZQnfI9>@F%W{{>=9|KYrur_fcI4IBlEGq1e8M
zz7wPQ<i}#|!)O?j%;~W2DgPF&-(%$YfpW>=Jql!R=k-1om1SZXN<&~q{>roGW6zsX
zJg_)YI8fbQWIy(=ihTxE4(vpblG>Qttn9|{bsG2LwR}iM@AY-PLsb9ORa4nCqrSR+
zMA_=PX>@@4M=_q1<kFaHRznsV_TN^#>8T1d_4JJ4inZuaqw0=W(Xp+fzwy;?UP^}=
zqEQGT>NDwo=WtgE^SWTVc(V}p9EX2y&ky#YWA{M;Cx#LrqD(40Vf(=Uc<;e!II9LA
ze%ue{upS>DVI0uo)t}a;oQMX?j5IX4L%XH41zbqr>4o0>%5f3D6I*Jolg_kqzy+VT
zsONRZ(OUt`HExo>y?;-uuO!He_(3yNTFwP|Dsl?u+k=@Yz#8yIVaJR^zaM%(vpeDf
zPl;e=Z#7KfcS}D}s84=jKZ#R88L^p(D-xv7WySe8CBnS@BhiQPjjcFR&IPn*gFhmb
zQ#!tvTD1u6W6!9ef!iO{$nwMbK5^;H&P2kZidS*`oM9Fjq%(HrhqHEkY*8{?HB*L^
z;e)RSPo$7CoH&A&N=fhz@Jt7A(<Ww1Q+8zDI6V1-K^)62GYyTJ09W4=u=egv6<|n7
zNlgI0=Z=n1Uo`2b^WE|8;bEo!(0C#uU=$E8?|+sM3E(k6#w6)z{yX$$=CfL=8il_X
z3284WC`yCD%<g3*PxT?ZZLR11q)S$$IFhxJHE-kd4=5$FCD5y>#_+K(eWN3pK>gCS
zJV%ZfAHw|zHsKu-Y*!ShFm%g&NEY!4H#+u<AEJCS-SL}W2&|f{K-v53#M7HP=lYSN
zGDRjdaU6;u@piXCkJ}mPBn=48$-^9Ecrg6@sK`!!yo@fhB5oL=FyBz(yJ{AE+Znx0
zPr!9;<jZ2FPb+2UE(XahRzSi}M%|g~*^5f1PbfxRfQ$7Peny=ZMV$4TKdB^Q$8JdG
zyq=sJUazIj;2dB<xv<}i1OVu$+@hJ0{hbzZjY9M$T=!Wo=@e7<@EpdAAv~}b&`#6U
zm~Wu_e*CTZow%rbu`7MB^fjmAu6u)PlCTs*eCOy8)@!8KOgcpQdL>4J$-{q8?TA8h
zobE?NcFihgPi-8hDb}%RD-i$6zGcOK?4uAUTrEDk(@u_Wy6v2+$SW@oL9>6@k$PXA
zm-_rI{?50U0Nd<_Zw*`(h;xuEqF%|JooFqHr|Jtj)-sAAJXiQSd%5Ue<<S&X$~&Z9
z$w}Wn3^ABOY)_ctBh=6&=xq&zgaKuiHhOm*Xnxl+Yl;<@i&z$x#9UllkaKuKB4$D~
zac4onBTxOy`aC<j@x=UZ7n3m+%$FNFm`0&ksj?TUr%J9$Ps~6k7EAE5f~+nw-thS3
z+}(TeqTMbd)g&z;*fWJAl=iK-s#w%)_@7U0KCdi9OPMOhpCwkoQ(iHT&fEP>65)^!
z4UyXD@jrD`-p6=vy(77}3&)k@`}oK{aFFal|6*qAni?n;2C;dQvkA#eq+yH?tXOw2
zNQUvsFzelTt;ppqZ0~?<9<?;EtL1tgj-DBXr)n%DLj%DT(n)V<@lH|1*&4%ofc~Xm
zny~3|g+sMKV}F^0aqrF(KaVbA_FT3C^BXhz)G#DW3l#=Bc=?U8c9Tw^y!FIxvv5{%
zcXRhJu=$|p`5Ten{cmt*D(BWa9Y%i0fF<eEz*NzCK;;g45dY)5(4{yXZx5u%a!Xuc
zAqlob_=zlMV%DG=8T^6X*en8LZlfr{c}0aR9R!3sgx9YFtz6cIWMa%AI{z}-oPr9w
z!TEKXAbzUlj`J_cGmB}pB{2pM2EFS8Au!&&?K;l*i2;UoX-}~vrsSIB3?8cFUf}8a
zW4WE1|5m=Pjxo7((;-6S2Qc=2o61jf)IU6=0D|G0ww<l<J#jb^vF6Kv`@J{A^8Z$U
zHa%^?8E?EEd{atuUf)<fL9R4DOo!J8p|`7F6I2e{vyqrqM}-iOjhooQYeh0MMb*)2
z6M7R6q_A`hp>y$kQoO}g#5di$muxy-qb`|~#Pw-IfmE{$%l^C|56mxwPft#s?JOf8
z7UegsE8+<hsB;tBiFqlD<eI3sIo${CwTHhPudO`N%n|jaqowtl#a;8>r7So3)!uiP
zj15FYko{Iay8pTc*6RG|&Cx8)9qhinVcW9V(91NCE{JD!ZlIt2?#|&?ti%MiCN<tF
z)D(vAKW3&gLj3+Ip3?*?RL!&J&MxF(Ug%%eoWs>u@0VpaxVQ||Htw!UC-kYQax!%U
z*ztWgcQAfP$fA(L`Rs7d>aK#w@>OwB!+==>k>IU5(<tF)EVa2BNl_q^a<Hp6sV$AU
zd9YfdOI#^yAU@+nUO<4mf+$>*Jy9{AJ+`y+L{5`Tup{$NxW7JGMg3T(mH%pSalNRx
zX1YBu_h<En6r&YXROA4siYv08yBu3C)e}(9kVQm9;sB%<w6JpD4X2DO0JalwXUakE
z?kxUJ6)d!R*Vf=vg~`xwGCAy*I%X&;lSWt={7W+qFDM|e>Bhkw|5g4C)5Y7Rn!9%M
z=%cLtmN<8LeSo<0gV2duHs2uPHx`zQzL$I^al#D^O<juPZShGV7;MkE8qPRp(BMjX
zR=iVx7z}K;q~!IkUpZ%GBUhdL+w{>yu5b3h>QIkITmC^2Sn)>TSGFU2(R3X}piU(8
z)t=Og)BBF&O;)^!G^#ep-_3)qEre#nFMx34${X~5A(xA<K96pv6#Ym52w1Zk$lKj}
zU5@JkPi>ur`*jVfezed2`aHIPsZ17I79`NNWFR$W%T~IJq>*}^U(Z45x`Xe}P2#80
zK=u6aNv-{ZgK2`@ovxw5h;zgCl7>!sV}CKXr^$!Az!K(iMMX7BvrfK8ve#jkI8+;X
z5onM6yB^^zR^Aj^wIVbIU*s+5ow3=%dd->XT`L-JGWe!HUNt)5ze3L7{DsKNzJCEQ
z;~hK-M%Sma?|=s)P0)q5=l9ahu|}X*F#t^gk9@`K7#W>;P1<yEh?BaHRew74PY+}C
zWMP^0-%wM2_uHM(=**EpDPo30X>|#AUR>N<r&F6)lY({aC}l?ve$d;{()k^quQSP0
zC1an2F*F3x)YM~2X8KVbnD*`-gSSt7WSRUmDJjLciLyGArT6})6^`FF2P%919$4^?
z;a#Fd95&W}(IxQ7-l)vA=j773=0A%Fr+q=KoQoDAu_c+OcFOV&_{@WXRA=>-Qd^EU
zhj+jhA083Gt(ca5!`BY|9rYj9x97sb1lHXtcVoZd$WdMeZ-J->U~u+MAzkfUDX=Tb
z2GRv2b5mZ~CKtjR)WbKthjS+me#xWGk@$SM581ICTNENu6YXK_$g!~PO859cZ0aY;
zvjF5W!L4-!I~n+qk;z*o#fxKoD-<tl(k$+ySXd=%sD29ITTHc~(w5F$zN-^+1~#<N
zOJw_nfARc}^%r`G**M?w^Pdsv1YoVu(a}w|x4A6Ik=2HAX2Nvn;K+V@J%2KzYxEs*
z_Sw(RFFr950i`{(g(2E;A<QawT%u=N+la11H;9!eVsf=s_%ZS(Y6g)hS>iog$CTtZ
z(Wg#NK9_&ROnzHAIk9bRA2%;=&eb*aP@7{sHk*P8cTe;U&{Gn`z8rWlkiJ_oFNaS?
z=SN4v_B+Qi;57MSo)XV7(Q{w1?K&VsTTG9)!pYp3i9^*PIZszq#oN^t?)VslAo0A>
zOeqGpOALONhKma~KK^pPLzHX63u`52u{*U8pdCSVDV)M-;+XX6<*$!`!3i+&zY9{0
zgI}=X_voRNqIr9JL-+DyoiFy(=@|hN9oDXMSZ)AE089@L552}p^c!=VAAVjUprsN^
z=8M&)2D~(Ifu=>K_k`!f@wQ%1ex?r}X<i^rxbNk4%d`LBle<4QdieThw_C#^4#4=a
z$ezs8G4*?UZ3=I4+?5nMWK)XNy7tKpa&@{3%P}hw63-s9MWIDLo>t{*ZVA;jb@bW4
zWP&}Z#d_X}<x^3q7|>!<W4oVVA1)!aUS&Lb%*vwPp=yB@z>!zAwX$TGs-5@l`b6H_
z`&A#Pz>^-h=hp!QHBH3(<ur44yLM^|k;lR6PXSo#o>JI@hM5^nR#sN~Fvx4)H#<Ok
zFVxTf2FaA&+-EUCBKp%xkXJ9HqqMM~TTDeZ;}pwYJtZ$!!v0=K5x3r+c!$j(WH?hm
zx<DUtoUCNPxYpuNIWPz}G%WeLAiOCcXHl71xU!1-aiJbV2OTL=4?`hzdpk}`r)y;j
zPosteT~jk_Y`ot<ho4CLd`H57Y@(6V)Eu5d1T~ua>3i(aAZj*P4bWG+1wg9=2?+_f
zLEhl31B(j{hzJ05a2TE31vK8tC@p}1i-g-8@%{T~O^og)a|~h*-XZLMaFTxIwiC!f
zWg(66Q&vW10}M1e{tPC%{GEDXX=U~Ma^7V3{W6GfV5t(qrWT6^NN5+1JZN0_i@3;~
zuC0|u98^q1gGMWn01SK#8ctR6AAi@WQ86twq?ilv1_o#>A|ggA_o`#v^7^=@*DkNu
z5m<HNSdmh8bJ9~j=efT6cYDzpD=RxNU)~nY%-XFF`H4;0l_%=6k^D7gWV3rRo$p9P
zN60ov0g*fz_zTEWnwyzY6knecX=*YhDGtcehO@ChPgGE|vO`xRSQ^iXZGO1jG<JRY
zXl}$jgLXj{0%8fWxdBZ!#CE!{b9x#dwAuUrP8V_8&#}Q^K%hGX^9E5+P)yX@>w>V1
zA4_+t%F4aKf$IX8zWJl+HId-Mhh9vpy4*uuK%*ZZ{cvHFp>Hm;1!5tq{`Y6{-wO-P
z!C**rMTa&)f*!9^7{}|9BYY*$QTy!V7lK7UJU_pL4v`%4m!2RL6os-LO~$%qqo2r#
z$S(~fB+-=u+h_8J=YTk=lvZxNSpiE=4|mH%OGZdDITfFD3!72`WnM+>V~7Yf^}VBc
zu&#biV<^MB!=gOtO+$moH_9IiDG%)A<1;ZrLLi`@ct4~lXk%>g&Mb&F0&!-mAJ_Y%
zREb8X3>z{V8;u2f6Y|mGC&!F^$w_8MPo8`_whMF-x*1O#6HiZ16}>?cu3vrN?U63g
zG6y;XC}1+=YLsyK-MZ&f4(N3`0vUa8s);{9f?>k2Rr;zE6}mgj+#<XL74wkmScGnA
zDFEqqt~f@Og)<3IcAdvS4|LnbUE`og#$buq4fu;!lIAc8KjHN!uQD$@126QMhH|9E
zc(%dTQx`^@_s4EV;%Z$rz}WABQj4o#J_RFLVu6(+C1bcT@#dylgXz?DcZ|!dz<)>|
zqancCJ1<IZVDw9JuUoOb?t8Znq5Ju<aT~wk1(d@Fr-smz@z93&bm<k7(HRH{1K%L0
z?_8$5dsn>^zgEe!S4OZ&e>zeN5S}1o!0?2@=8l(&Wc&#LYqO3|K|4(z?5;5%xhznB
z-rU}r1M;h?-^kq9sLSc0{(CIAFHpFjPfU;$w#l8s9Ff=2x0~JH_x9)5b4|n@wvP*x
zBmnuTC+?fAkk2-{RP7H1Lqj%Xp%1iX`Fl1SGtA+TR!@B%I8V=w9p#NqgehO&9#jp~
z4_9n#cL{yRXk%l}>@2|%GVrloQX*59hWgd6Cr9jTrd5NO&K&bP%kUD=R&Ot#V?(B1
zb1!;&2&DYIL(s?@f*5j?+CP@X|IW?Kop2zab^>5CCPxlEpeH4N1~+UqIzXsmL>uCl
z?VbGrh~MG*kjl!-|FC7JBqedJW<<liUBHrPL;DH*L(Z;UGiDt@5XjC>Aj3sS7KQ0Q
z%iOmDrV}(8(Xu8jFJ8duR^dr6)U!6f92lZy4B{{fH0utmwT82{);KcILNuJ@^*ouy
zSWV#TFNzYQ5`h>R4H6<kn3Ah!NN&K4HqB0q*j}f;Dl3`Nf+f|WFq7O^^aDDb<LZ=8
zrechw=PcWZft_M+6yKfp&L6I&$BWri3x6^BPeqsY_BQ@khtmNKv)jxnSFlJ61dIE1
zzyNapJB0+Gnw>BuyyI#MsrF$E`yq1fTF5F$Fu){*FCbt_g|k^T$ozP7{8Pe(`*hi<
z=M#XV$+i4Q_|xcljLAgM5yfd2^K^5*<ae?lDdLkJt+l__B-thMRp>dJQ7zUo^k=gR
zdfgjCLmJHzHB(zOO=Xes;N%_KKJ=3`1HFyjINU>>64QT+)>(~BYim^0Ht6zud}K;7
zL7WN0c?08NFIl6Qg^Rkyz91n5QkGde*INDgqo+I3XL1Una>yw9pyPm_u<m<~1tznA
zJP`v9+?)BaVx?Eu<eAmvk&z0OLdvEzXUBx-c%?T`i@+~FKbzsw(<LnFPodm^Fv{gb
zh4zfkUQUG`d^%1!jxK+XRi>UND<+&x|9H_+*`6QsRG`#zo;p~k&#9vFrVr=nW>~+^
zWQhNff#DBgy(QYlcIe^p>RE8%)$@Ttv~}pMc|ayVN$J_23f`*K`C3Lc$CVB&Rn-Ar
zd(4+h=YY5Q-ogI*Mh68JLBvb;9fEdKXFreK=(OG!#o4Y`M#;}_CIIOnVXQf(7Dm3m
zrdBgh>=Naz^Q0zy?K*`+Jy)tNB!st>lcA_WWb`uuKPV?>4*XX7yNRATxHx>(^Bwx=
zKRa@mIq9To8t@B?or-x9+4X!Qyclgn<%E9eT0=HZY5QymLIaju4y$BLEWuw3UI1*A
z9PjkiW&I4v6LlCi5+n;7OO`Q4mosq?QlH`V*wF9?QMRZY9po?(hr@v|k`6F@ESTN9
zpZT7<bqL`ed-X~t0dC{t-wS}3*f^@-yN7@-5Fx$q)^8~hUkEDJi)C%CxJw8tYr;!K
z3ww;#Q}||8jNM6l=7xrzyU%myPy7Gg?G$L}jI4+BztyqpbMR)d{;K?DgFf+j%m*p1
z$t(#L-gk%5U~Usu9y7z|Zjt(N#{L;D?nYP*8LZ8>Sj%Yacd7lQ^%M8BC^=${9{EQ&
zh3KCkL1K4x^%b`luf3cU{(L1|d;7}6#By&xK4s3SbHW3UD}A*!4(ae9TzN%vp9u#e
zBVwS}W1!C9^c>Nb3?$<vC`!q!^YD<AL9NxB_f#9YblP@ZOul{VT5Nq~Dk^&YiWT{)
zG_Nu&UQIEwqM$tPu=X*~1cprOG17yWsn0<*WTBy<sMy$jektw}%H+}H7-9}N!k)*b
z07ApW!2tu9g0-_OyQqX&pepN&i@Yox;MY0W=DR<%wBwS0^+*RFGlPx}WYs9FT`D}5
zv2Q)&1!})o^Ta6GUQ>GoI|Vx%Bsr4%QLh<~R=G3t0_}D!^ZucRTa=QhJQ0!HsFQ!`
zTwwnF$#Q$!mEHGtT+CmA68V7<H^Q%8iE8&ACZ>t{@WVWgJv}lj?SABvY!%m_c^VQH
zMkg#x4#4~iEgx778XX;+P3juP1K|+Tc7eYxZRJVV*c%BX^klITin?PleO<*PA2vd@
zicL;E@aZ~aBT2~?gZ$V~>fXJXzMHK`@o<%@?T>{^j*PhJ9>X>t9ei_z_`EK~^_9+^
zF~IW8w|e3i;3?wc_nlMk{t2;qNqSo=gbh-^L`=B2pTLZp>|GduJaz&t$!4$SD@FS|
znC$=@p<$;_2n`PpJ{Wjytbo8Fi&GL{T<it`P@8*uP|Md^Mq8>rkEEoxa#;==A8Jh(
z9MC=>oh*Q`oK3QT5&{r<@-1PphVJ^qXhx^H+i$LS?{31=Qs-2Vrsd8*HfB-0R0bZK
zC>gJyHYU(^S7Qe;U){Wxa0&?5pmdpAJZpcvwTD8X9YALfa>W*!Tr4WC2lZ0H%+3s)
zZPI`|ra!UL(K_>X;)+zznFbk~BAk@RY6J8Gw1?a6Fx^H*NNAgM#_VJ?l0B=+vikWS
zTXN8rp}V^W*HwH1D22+?IhmnI6nx7=dirAK%4|=z%Ppi*rQBBy863t~lzsT1lNp_d
zd<?eT?t~Xg)fWBOAt50ffbZyachtCfa4;MZsRd9`)2|+Y=>C%eJ$%7mj(2R_d8KuJ
zr7Rcb_IJMbXZ>Cmd(U98M}-=Kf`Uy$TZJsiD+#X3g`<LyEqBp?hRMpI^Lh3V^QUfu
z2Kv8QqZx1rC_1kMAkk;m0%`&&yQ)=)f<y!mNMsBf<_j9raF9A;cUh|^6160Dh<u#L
zpe%K=)<(M7$Y(!i3VN=vn4V02hida)^uo?NaQ|}yX%E}m225Ct7XW(3rKT1&KC$Xn
z=7IrUG-VXv#sf;K3jow^kpx&Mz9Q+;TM|Ra=_;OTT3-4M#=wW4?1%%){@s6w5%(F1
z+jRo#%Qsukv=pl*?}$*O!E=;}H~3O4<`GSkZJzcAH?hv{J#3zym{@3?XFvqegU*hI
zI`d*Yu|XAxO-`2TS;g*8rB{A>;(*V%58QLl$jPJpA8u#u)~5FMYzqDKWo422ms_1T
z;akXGZ+)#eqDxjhP+gXvht#S{ythRNJm}Qjz5$Hk+YiRZOAor+_5Ho^@H~(&8HtMA
z_D|8f<8Ekrlq2+b<!9&8bvrVeOkfDCj2bG%TCYuwh`j$)m-88fJBXQeA%a6Pt)L(Y
z&<g<t0?eH$G|7U%CnMy4?<FHE3kLyc;hvQu#$kU$a?s}m5bevNBTemEm(^3OyB;;l
zE!CVFtnY^Vl10AoBf(DUHcaOf!0D#3ER8aH9|>~ZCPKo$RIY#Q7*OcYGop)G?05iW
zjNVTVcK?S<T^OYtltQp2!l2G3C|lGAQ1CT8_GASx&w0&AjjaCf181AN{~b8@ab_^k
zeo)k=ey^Qf4|vNtGMJ=KWP3By&Cr)~Vlmq{(+iWdPErf<xoFQw6fj-=sK)h3YJ={A
zkubR44G~1oGhHErR{<dWKzpZs6fJ&N{+&Fr>a~YL{>&A(jCP;4z;f8pEIIm}NX72B
z6bsSTZXg8Hyuf%W`<DVsuRwb{Q`PpzXe~DlJR)DD3_RE7Gm*2FLf{NzB|ukje;=jC
zR(UB@Q3uNK>yvd9S#{HOl)xW9ei$6JPHHBfRjD);6J?7--b|JJc-Trcsa^%)FViU0
zQy&HEElXl?ZfA;ui$IPWB1kX;PGT+rfiMu+Fx{~_HH8Nv%cP8rsX(;W7nQF<+V(Xb
z19AVE*n^P_EZPs$k{h5Z;NG(oXV(ao3IZ^1XKb1Ck=@XF-g5JvY8>i{04SW&)rr7R
zyUotrWmgOMhu#?RJDXIS!od)jpcn(iW)~>WO#Chh*L=@M4Mz24X6dU<R8MX1CPqM3
z69_QyH+NY8I+5m*>_87Q0fx^CFVADn{Mati3`UJ8#s+A}UbTIMvmO)q>wtzT(s=qn
zmH+J<E=XYm4{0d|Kgbi((jti7D*XYw3tHRSp5sM0?~YN9=>gPN%ZCGGpptgqpFso8
z>M~cbMW{+hKz46n+Ui{;4Wsd=4N22YsRt{1xvT%=8t#+jzb$J4Q4ldPvVi9+7el6f
zH>fiY#UV##Gx+}G`$1C_me)u|vPGXzTWs%;12C!ixw(*&wreVLb93j@jm`{Rtbe3W
z<KpwgpL~`cNW4zKX%;>PD<44bNtBj%f!Xg}ADAPY%XH`bC-Mj^VbJKOR1>k;yG>K8
z!r2=T7wJ_Aur(}~R`+mQHh0zD8D&VIj_bx~*Di3=A#PDhg+=of0QO5sBcWnL15V&A
z(B4EEpclb%D0#K_N1?U#evp}*232j5gAbUn7l6#wa+dS|*!YDdQPP|ekcjTAf3Ncc
zmy4LKnSE3Gy)ezFBlX23!GAL1dS4+ZpI<}EX#x6JLG!^3<GfNl<9Ak2;f>Fqd@=GS
zO@dHh^XM8M$JyE0LB+u621${2ZR>Il_ve6!42F7MKa$w-@$e=<LLIE=jDnUrz~0&n
z8pVQy>l+wD46w8KbSe!aV8@Y>G;Xi6UgG$qB(1V7zSj=afLINJ7V>~Fg)j5ZLJgnK
zR}fejhz*u=+W2tW3G6uJV<0Jr8{XbqsG*x)prpZC5fu@E?LV;XFnxA2cGT(D!)KV5
z1$w%9dU@H~>V1w&LJ|(3&3QWK{I|g;{}1sXRlmj-8vu+0XknVy#9CWh|Gz0Av#P|a
z^-(LZJBA%S8Gdr{a=u4kf*aRW|1uLg_W|J=h)jXV7dL)*yUFX!ync76a1cBh+Ff8V
z1==wt7M7P|J>Xp-Bb;2EL|xVjQ1+!OlKIwVe>od`&=Pb9&O3kzAie<_c~YjPG_b4_
z@YFg_?b%BuPG7xNRO|xoa0mn(lfV(L@?R5pYtM0DbgD3r7&*GGMrp1PTU<jo^7GN=
z&`m{IdE01(k6?a>4!p#8&Hbtfr`-Ir3@F)u*Sol+q>zmbQ_w7dt-JN}#?l~#uwrN7
zPo1BypWh^?4~oRB9377}omfE@pBG5r<NMb`j?njh!_mwv2yD6LAY^Y~bTl**)P+7r
z^%+&(cEti)<8xQ>iUl#!%km(KvIBMI9fBudT=IbQLvZlI1;X&&r^oAG21h41b64Oz
zjmrh^j&Kb+6$AtXpew_TwbJ;0F}SHo5QGX*0!w@^NN*{tKl$l-0&`#iqi8pfU2r*X
zNPzT5?$K(y$lN13aC@sM!MaCa3-6eoPCUD?9?b~d9!|9YjU$lVO86Oz{4+S!>G)LC
z{P=<QbhrLAQ3wvlK$r-igD?a~qPCVM*#`tqaE7*~&I|H+&}76~f!)4{Wa8uHXH|}T
zE`I93n)r-P4i?1<5*WL|F#whY88{<_NhLx8;0~zh=v`p*PM>EcKnF-PY|!5e0Wf~>
zA<omBKmCs46r5d-@f+LT-cEbv#&Cas4|@%7(zx;_$M3)xLsn0Z1hD3wft4CyaSPPP
z7S;FyEHaA%;fk%3Kx<FqZNvLKfL8~xn$jP@P{)k%dtO~#5=cPAg~h=Eq<g*nyav!?
zeFxvfpqwGYZrBv}jVZF_<0Z>%tGC<#@Ze2+&yWZ~_Z6_=0gyW!#)b!V?7@d)Kueqf
z*Hp4InyCpsdq+Gsf3OM`g9nN`#}nu_^RpWbDhdyej!J+-MFWuK&(6-0N=lfu_4F3@
zc6|Sr-*4WIL!kXIeg(851Q3>&FMp`)vgW>c`7+@nLree|{J*oX==R;5vE$o5JbcsJ
z-!E|3<JIJGM7Di!pafo(zMh^MpcPv633(hUd=-La1Vq}cw(xzp+}E}`Ox86vQ*peM
z1a9Hk0wv;o5Y3rI?PHPc1_C$1FP0`GB>Wr0H|IUw_XIG9;8o55j~cUpfIumDm?y{d
z=b^fu+2ENXhz=0N2RU}4iDo&ar4i)hAYHe!+N?Vc%mP3{l+|bkx5e7p+DKMnLc+%O
zcCWAwHJe^F1fSu}20;o4)a>u=?d<G?11&~5kWn#FYpt3k=<-c{{4Gdh02b!{V)cCR
zW1&={A7Oj0q`JC#{#TyN4BrMY{karV4YC&8F-f%heQO1Da^W#C?;`oKd9AO!{MvKC
zJ--P~pJ`%#Eo*ufUwI(KS}Y<TFHm7;Lx85Laa<K@y;`y_E-tpIJFhG*?tryYU@|;z
z?q`fDSrT4eO>0@uo!PjY`aEw)jA!<^@c8#LYh8Q<o21zuSl<G+tkB7SkpOmGa0!sO
z<mBG>iD_vABh3IqHqupntY-uwTS#T(<@3RE47{Lnii+sSSY#pK5#nEZh4B4U4g?lO
z)_`#W_&U2YK*7ohgTzHg8g_Op(78o{z(Up>9UYrK9O(S_vSV-R8WHz{K1T@7iUN84
z4jUAZL7L4Ndtme*Es!F6N%RLemS17K1GBx6mR?}i1%FpjQPBeb`Ke?EQEoXLx>13O
z<^w>hfLns)`ST!GclYm8Q&VI|tsu3NiItU=MMx+E+%1tYF$IT*hsD4KC?{;anilY3
z*Zbd}*UxuM#zkr|+QCf$)XDz|lmOUO7B;r%7SLXlR*e8Zs;Ht;2vGwYjTR_yO2A^P
z0q#KX|L;#xuqhPk-!CTo=T-!0qn!`Ey}dJKRqcwP@u&eF{~2&xCEI6r_CEv<IS@c-
zffA%7H<zXqyiGIU`6YX34Y)fJU}0hkM@K`;12IS?U=8ITdZn5p_SMzXvxpuK4LlJe
z^c-5A+2COeKC80MwuQw=Pw?7A_Wc6lqZt?`U&O=Hv#R#66zrmE0I`+};#`>^AQPwm
zqJf!(<r{bxnZa8zw6>Q05j?+XW$a?vi|?snA=HJR^Ndl@L*YUDLa){;rgMHQjT-?(
z5qE+guC^YhI$Ucb2TRYp<bM4B#05*R7avfygV{<Ch|7Xui`LG75e1ed4IUOr(0HD#
zG7)DpZY2SI*xi9Q2mh0GZBPvy{!J|{=AiOYP*t_2XI&8WJy~h~Bmko5K!Eh7rErZ8
zG+WrSQm#KXIvP<{Ju4C9!99R6+@~-cYBFD=HjjUJU}x~MBS5EVc_eG1<HGfd95ZN{
z0kmtzGw7KGu)4dFbxg~8fQ3R1oB&S_{u>!B2#bu~uL=^TrGuk;tw>%Qc9NLug}&{M
zaRdbuSrDAMMgKnu(eYeX;FoP49!B5a`+`TT?=IjT$_<&4oW%Wa!gtod_J0y*Z}&Fs
z!@(m1%UJ<S3M?ZCvH^+~XJ_XPca0g@|3)p>ha7JT|8KC=-%b1fpJ1s*kn?vz7ZDZp
zDL<di(9jUXPQ!!f-e_uZDiF!R(Ev8Tgaka;S$euiHB5$<yU7If?PgfPmV+SCKEch+
z4fYv$2-umxt_N{gs_R^+u^@N;3=cnRJ^4)*Cb|dSjmb72PZ)=x)@n2utkGal_yrgm
zy1?UZ^wXnvAf66vsdaU{U}*R<7D%0uA+S(hSehS1@0Y(Qtj+>S=h6&`n=t}w9iTQU
zU8$Pr*3FevP*9Kn>s{Q}ud5T9&umOXsM;@MVP8=PrC<;cOvBM+&w#NoNFL<O1C3Fy
z%URtsu({=#{PI6NJL^QD_U&lp08_B4_FEQMOif%|9OFk3aG;fnPnDqC0d*I+926=M
zuRy?{-bhpx>x`$9cfPxFc)#9G2`(NI2*TfBE_K~1V_8rsR2sKMKHOakoF0PStbo*r
zN$%uJn+ckQg#`!%CPiy-cnbzdT_7Y2JOQw_!wTRugT(+8GB2xGIXL9p{fJP|P<bU`
zwW$p^50AyM5<Om9KiEgq%4T8MHn1}lb*Y2EYrBx@Sc$|w5Jd;djUG^^rtgB)2goj_
z0&DSbZSFyGcJ5#;IFQ1^7r^EK>%swyCAh7pC#JzS%%GNJgA2t%|GM7{m`@-;zBI4s
y+z>3Ee*X!F=Vg2S`ZesdLVzwSt-9U(`)Nzy4>zKP_80{Gc`d6VQz>N{{C@zt1>bl8

diff --git a/_images/full_solar_system_hamiltonian.png b/_images/full_solar_system_hamiltonian.png
index 71c1276aac44562e95bbcc6ee85a35c1118a9129..ad37414d3562b88f0db1db1c97ae0832f55fffbd 100644
GIT binary patch
delta 9625
zcmbt)cR1Dk|9=x9$DNXnqB65rWQ$TpNZARMJr0u1+lWHQN@ZnlLiQd}BqMvBWADB9
z_j&5R@9*b#{XT#EuIqQM%XM)%=ly=aUeD+Av0i6%<v4ET_*>Vb%{fSI6M?_&FfM>H
z@9q!16G(WtNCRr++aV*dW*13fr;2vk_sWahPfmm|DKauJoJ0;$OY1Jj!x|%H-~FQM
z%`-%Kd3ljuywO_Je9O2dL^OIL%sl&3ba|lNhT_DBIJF!;0sU!Z2W7j3N1qG432EG3
z%#N8b6Q6uJ*zc=YA)=6cVq1zWHR>j6lVFfBun&jmYP_BGYj>X0l5jy6g^%wpRyNeu
zdL9jXFQgqP)0^JD-h1QFhoM(9Q>4~D>fU%xnMkNaO6T?ACV|0IXlgSvp$mm!3OmQ%
ze^3$I$p|oL9^+JgOe4~9H@)v&CXI$x-jelvidIMrLd?r6@S}OW&42$0XNCA|OSY#D
zZYb{#vc0@)$d#&RmdB`nRJMC=e>a<LEjG5>dbi2jWrlSE;SCMg(@qoQ+#Gn0I`Y?F
zf5}ISTnL+~kIQjbHF%`0eTw}-6EQ9^nzOCDkdxM8KOiO))3&Prpx~!d7-wZDQ=?qI
z@tpeB7=@ryBbJuW_u)^z!w5@?ZQox>+DQHEDpFKBZq9NfRTY~Xv^Ae}<@7+)%Kj#H
zbt*nEF2mg_L`F~VN?Tjo-QZij*qasRWuwK;8Z-ru3=?hHI0JR_O9sqs-A6g(Iqj|$
z`W8OiJ4ehbFF$AMV(%qc;qvpR#Ul+deeM^0Upt!5(!aUpE#MiZVtR(6@>Z~~{|KkU
z?(zik6!jeW5#zjr!=XvUJIt2!p3=?MRvy;GN{!c=L`SbY3{>skdU~K#zExUO)S9lw
zS#hvq%6RYN!}#ZU`c0Gsq*O}NpEw3sBiAWvF67j?V-vk>F4)p~dBy&SbTF^97#vel
zewGj!^@4AjIbsmed%4OymwS<Du|G!4wzH@R5x9bGuPP69+1;?3`0)W9J|fU&#7D~h
z)Zp>PrZ>&DnraU_H+Rsr2T8bv1qB5KvZip(><X&EuYOBY@#nl<8dg>s*%w$iekS#-
zpWrvtVK0pF@}ed7I%QzcY_a29wsuBcy+b6q<jQB_oSILWTJ_;!Dy%joXIEBV^z=2Z
zpGVBt9%;-8QL~2gv9UE^eX~??S*5tr#b@rEPM&J$(Ln#ObVvS;AVfc;T>pcx9fv0&
zY9dhlKzD0txN{*QD5yG!?v8BZn}^Li)2qhIKQWP}qCq*;e;IY2%n){Pi-|`JkUiIS
zrgIYR9#?0(1wTgK3!tlGY0fF_h;Y@fNkQ&KdGlKmI>ZTxh?G5I|1!f>Y%{H#DP&C-
z?Yd*kZ!z#~yeVAJYUEb2*3ajYKe_d4PPG5}l~Y(~_|^AZJ(@r4zGhFR+1^Y?>VviU
z{_x3Yr+^Q<hStM1Uc}t_xl=EMY`w(YhxeZsX{&rHN@Kdy{%hQXW8U-LYZTT?MeQ3q
z(u0x}ovB$FzZNR{fQ@a>!lXl|@ib2s`eX%W`|9*8e?z=#)8VU;k@WWw;cV7Crr!CX
z1a7Iu^E0T<(4q3-_`or26QfO-FCwFzC(U}Gkd&m(9M&1Ica(ta;$3Woi^F)B8kLX@
zGfS9nO^qZQi`BFKG6&vZ`nF2s(4?Oa5#Tl)9UHgVEul6wuJ2=5*$7y;<WSUHJ7&<c
zGW{`cuT2kqxKNO&ooBm-;r1p;<ek13T5o_O3*&s98K5P$Z-2PIxjN#<*}huxMYc$_
z$9$yDXK(G7qR2+i)4Be_z|hdMG_G62*1NWIJwdnqC{>K&VIQ5hhF{I~<QykKNJyT3
zG*Q{>&1b!Yv|4soq636)Mn{!BPR*qJco_9{n;``EP-Z-zwIU^x^`lmQk4=`<%|hXG
zr3)`;zovG&yAiii*NPb!bd&0tDF3x?z`UQ5Z*=9=HQ8(D4$lzQN>gv#XFgjtHQ($;
zeb!kSeqH@3{PNW+Ud)h4TwL7NF0xp;y*(Mjnh~j8YReuaY*$}8cPiC`BU<~$+Srwm
z+|kcGd2xwP<(%hS-n1x^xrH<y$oty|TRa||YR#s-lxCq|nS6PWQS*z@m8ct5HCuMF
zvcAs@4Vk8Ggk*y0zw2_{wXm>g|LS)h)1!KLu<u`qz{=Y>EBBu4?RV=SnaD=Id8ut!
zK*BSbhTP`~7z&C+0glI^SKEIjl4h#%P?0LHc{I0Inybnde=tm#e}~BW=rE}oNo8|}
zuI<F3%S@}?k5{*E%-`+p-DQvoP8b{O#Q#-l+l%cQwVh*@31JMw8gShWPE4dfP0Jy3
zS!S{Y+r`mAO?M|C^hl}-lCG+p{kWW7OG|5dt~alKl9z{v{=tI>#>*pL3)hNL9a4j(
z(^DT%*S<n!e`e?5Q9hRN?b|n@eD)N<pr9b-at0bzwVuopk?vft!N>N)C%wroHL_-x
z)l4);$lSe)i=|FzeLrRM1KDe{?k79eJ6g|eF>pg<VOny<gKq55m=HPn?tO`B*}5u=
zsm@q>YMg4Jbi7aXk2%dALJOU5$)Vzhp_3|&aZ2B&qy1gRbhO^FYt?@-{x#K|O<P<H
zquTBT^Ph_xx@Kf%YE-(45_r1jJjIxwA~~P_@etLWp;7zsx+#m<VfI<uT~4KJjmg5a
z&;8z~sZE^apXwE|d`3>?RS)z>)^VOWT1*~}o5;yEx$U^aDc#0-dUwF=(&0ztuV^k2
zQN0E-!AonEJmS-Hb7ql*d3kxG;X1CdrrlX0E8pn$_EuXmH1mCr9w)%5cFLp@)`yX1
zW!*VzYbw$au_a&+H&S9gdn3@AQO`%@D)$T1XI^#-TmyqKRW(QrO8>iWi|Kjye&LmD
z-}a(PPpMAVqjo}>n)y%W`|{sVaeLgMad<gcYDb-^aMB|!r7&Bnx5h$ZpVGGUC<k5k
zsgMtTRNLJrNk}jQgG}hdccxnr*p1JMDxto})8@5em4W9iqRu<h$r;+El=+&?E-Hcp
zL?;*qR)UatwmDnm_?%;(-pmu<$MJXc*RelmQZZ+VPnx{2%q%CjIF~qbsN=J#)&S`C
zy``l=mn(F2jGTyN^qt@D4<A3vBDfZ^kLe`n^@vE8dNs%#cJ6uGtY;F>3a9?YT<__@
zlhv0b>DYL?xVAV~?u1)CpXl<K;pR3jx^HBB^lK8=%6Wvyq!zIuo<m>1$IhE`y}EsK
z!tdjtEQ?%FDTUFS{jBfbD!Dgyr3ZXm2!dvM-;<AEiHaXo_W0*un?HWn5R=@aCbS#b
z%;7<YxI0aY0XftU4bd<$F-iNQzlO1@rI{Dr_d^T}7z0H&)QcHr3|pf0$G!!Ltam*4
z@qst_s1w3eM8U-!<S*lW+H@+K=tO6HrwQxeV-s8j^cIVb@RK^Cx%v6tN<_TBz?_bi
zb=I3i7gM|?zQ6WsYisM167vm*m1o71Kcj^2Y%UC*A|*|b3+EVb3{{mj)+@|anYnuP
z>U%D|V=>5qpksOTej*vov76`04urm7u&w3fduqrvQ(Tr3^BaQs%hW}?+uO0K>C*$n
z&x<`QSyeNtnwtDN)73^NC)LK|%HSTWLr#m_j%!o0F^Y0>qcvV6WqT`4CkP3DWoZjX
zyKHD&#pu3#-f+$~;)d1L)yWpa?kw%PhKA?cEBZCHwV3sOa-tKb-z3$U<W~@>rr%e4
z67PV}q5G-^zkl~}b33A%^++aNHM7+uKSLugDbiC*f53XVayF}!Wia~V$3_^mt;rbV
z2$iTKAFsg=TzjG%Y{5fxLmDX|A>rtJOPvozI{PFWInlzSCw%CdnYMav9=10D`fQY@
zvQpGVtYNYT+mp23DB7PRU;TpUePBV<NPYp!LQ##y#KgppDB<&Nt*x!ZlrOrW3QhY`
zvde30b$LNTj!g9Q13}l7ZdJ|()(=g-eECwA$u8a3R89J`=Dla4=psU_r1;<tpQQj5
zseA;#ziOuD@_ZpSuG8d$I3k7;T_XqKs8X>Iz&58E5mv31{Wx>E;+XrV<xi?es)Y&t
z5LJre@lEsof*hA!+uYn-E>0`2-GkjlxcwL`3h*YWz5Duhjm0r{2_-eqOWN^mQ2NFX
z1>px4To28gS%^zdoj7*$(zWZBiV6yh!ot*El6riWIu*`>IXO8O#hl;UVO_%E2Ayf<
znW{}WPaAI7&QU?dX%S)DH)CVZj+DHZ^)4<JR218$=jP_VDDE2BK;uM;Ac&--WSYg6
zs&E}F?B2@STIfTTu(62=#_io*>KH#CpCG7gA{6f$8=Jh4!^&8uSeeA-qS_*gs4~aR
z1@`7B;qI-?jrsn>PoFM-udBN?Ggw+^wF}^N?Ia<gToRI$q?~8aoPbwRaN}Tlnf8_O
zCI&^t7HXPVDAO6GVQ%EWc~s14b0KV@WR~N5SC^`_jZNr6@g&VPA)%5+emXij1~2-~
z%S#;4UWGnDEaa4w($AjJUlO)8n_A#I6>w3oy-00~_{1@H+{RMOxx>CJ#w<=^5|ZM@
z3S^fEW(L&ffXn9KqY|4_Z@VS&zn(a8f*g%*To^3%&;Dh^_l8;^0HFU26_q+GYm?UZ
z+3d>47VEZ87oXq1{}(jl<;$1dx-zv^ztIKq?YLt4zW99p%q3(qC1GTg!d;q~vtFFm
zx#yo5<H3?*o-wNsi@{d>UZ)HaoUlIIEjK(oe7ZmO3^6fr!t2*Wc-n@Yphfm__$+Y}
zK;*{l2{QFJhN?XY6M@;}grXGS|Bn0X-HE3t81e5t&++K(z`#I4x>|OZDHgUQv2?LQ
z%Vemm*aifVa9j&)a<IYANMjMKkB^Uk36{X~CVm@{09tVlnc$0y*98Q^t*x!m+A($u
z1J}NO{VKz*`Gw1shCX#;(sp-a-tN(lLj@)v;2lL@<d4WO+^f1kO7Ok8`Cf_r@{?NI
zj5B1Hgq}s7EzHdgR(|lnzvackfJR@1ODVlfa7UU7>ol&~vwo7s9(Q!~Yo-`88(U~i
zEmE6Ea-Jh}H&<XnY;t^D#@5zW85E1xB-*r6?kfVohHr`G(FO(-3YD6YlG3)Z?YNw6
zE<V{3!&z4u?epeM=s}2H%#1390RKA<?Z&0y+V9`KRq1l!My#7>yBZoAdL~)bvRdPA
z`^m<nqhR+M=mJGNva_?Tw4i*5nHd|{in8sA2%DJ>pU35nIWK0rqz5rxlGPydzop!d
zH)@MJDeAN_1{+EzAW+!0QOqXr+(PaF<;nFXM0sy`LY1Oh08_co4-Y$<SvYjeVqh}2
zrF(L>w-7`7itN&pzAwh-qD?bg2wJCY9u---13Xx5E$NAEk5SYk0hi>gtgPba?X0Z0
z7t2=3D)%?2!#Q;fX1g-w-*d%E#<0w)Nkz}5?Hu(ljJX$en6MSDeUFr{v9pfWdFd!M
zzZovO@<1|Eb@br~fAG6^1_P5YKlNe)n4y6i+|K*Y3nM^Oo}r-d%+BT%6B7eC=Cxna
zC8H7PG1?_vsX?d{m5no~`T@Y5U0i$u0xZ7livc!3ldMg(9e>-j?PzaLe(qeS(e9&n
z5!)BlRGs9MP<--r(;L4^?G~*mDnPfI_mG7R*P_Hjg>2{4^&~B7UY;6fY%D7;_g|$1
z8sHSTKQS}IqW|n!hhd?AsQ)tmh8XJN4JF^#uiqlj8ywmt^n${|a`?t9z<&S!J=ovh
z-|9+h@$*S~K=x~5Vii#Jo%e|OZn1ek|6i-wh6i~R6~P_$Y7`C7sBUAElT7)h-3lh%
zSy3H{a_41&$2bqF+>a;1$jX9{2?p)2=dAtsar7F_6D50aaG)$9;r7LKf5#hfBpI)m
z^Dl1!oK#*MDo<=}RZ4{=wSz`OyWrI_;Wa+KhbH|6nH@>@sEwOHUiZ&!QOTTu7F?`5
zS79e~XuN!$=!6}CUEG$A&QSHQU#kWBYEdE%$|Z{xyY$etr{3~oh92p~ynjz+Jk=T-
zTwY#2Ha14z94YvKg#}?r%WXb1D+rXhOg>;dknsxR>iSzo^!9!LRLZd$l`g<we}Xhl
z7mX%I+$Aoj96vojTx!@t6C4tvQDAnVy1LqCaVW}e$l+CX#g1=eWF*Tjd!5c@a-x|k
zScIjWogrvxdIp9Ia;l;0OQH@d^rH=dhVUfgxlxUX<JLl7{%lf!&clZ<eSBmDQM&n>
z_wL`npU=3kJ~PGukb3=gc3Zqps`zoc7oX8#B^v|_@Bsb!rfMM6NGREGooYG^tgL<l
zSZ9h)eJ5=s_f8(W8Gnl+{t8dV0qH>P)!NU~_NHcZv%hM)J3GUmPCWXJXNO#O&E@ai
zb3niz_Efky3EE}P{x!l$PK0Kd(Y>x0v~GyYBCB{ou&_QoOk&w0x=Bt;t0*f=+||`p
z_w_3`W~j`1Ts`Z~>q?2sMxiMkX<GbeDhK%zUSTw3nf$x6bpl_#x|2U~1OG7Yp8`T1
zw}wE5s%vUKF*Gz>Tgopen8+$!xXR1>B!pe7pcQ&%XMI*}v>;#8Tu?l?r$;?9D$2Mk
z<AYVea0I3z7MQcAuWtpysnvRF%xCLy*{4=bjpQSoDQbO%7}Ph~sXW7$GiWrigpv~Z
z&6_vBSPXvTep=6`i#qAi7c#lbjxaGYw#P~lj$$7qE1c9l*xP1P|9r#^LbjE5InJPv
z5GfEo>fiw5rTx<iw1<aTjmTjvZY3*3-Bnb?Ol1+FsfLHO4vA1YH{+iGqC2mAXL1t>
zMhjS6to1$}uix}eWDDncQPeRMx_WqWvH_NB=&WsR&4Uu#x~z?q*x(oOBSIiMcF04*
zvf*-_POFii^A;Bn2IMZhk%G^?!yh~PR37a3Q7|cdHtA&f87)du_3{+Od+w(MgeV%2
zt#lVf?BD9RZYR1sagy^{-1-66xFBNB1)zQ8i+TS$+xb2{3yT2I5wHh<bVn5x6${M!
zrDbIi-{lt$4i0s7b$kyCPkIO+yK>+m?FUifvR#<0%JAaI$P-e6<HTMbQm@Fuw1$Am
z)9$=<Ibp}g&(FU$)9DBDrMn0p1cBlsm<y9=-GXK*8r3LwybkFY2qbTQ^FA)eH6tD#
z9(0KoG@x{XBk>6jg4+p>UE)_ek3I;AT|*=9)~0_o7=1g28y|=Ggw>)chu^G60(`NR
zjZIy3wfjv^0xO6Gtar!8$GIVNF*7%}vbG-SHH=9tDk|!;_1Yo<nML=B<@hFYxE~%X
z^(q%)z>P(0V0id>PlD4d;cfgbJ2qq&Z&U%%;Qb)L_)`dDI%$>85S<8Fm{CQ5&1FCV
zhJlV+YY{)B+63ys(1T@2g<G`qUj;S8y#k2hA*6&QSb$ACOG!C0HAN%=iUwknWJTIh
zvHjgmCOSG#z*e>10Om!Qbu@!xIe~xDfeBw~XLZWM{6dus%<;|c$4>rl-;#s4BakpL
zVcFQ&7)Kf-;679_B*esNUoKrafbqB=*H%Za5lB;^rx(=IGw|`YL19ys%lBXgkm26I
z9&yU4N8Yk%Bx`NFSGj^m7CzaI8Qq$itF!C&g}(iIxP$R<9Uf3=1!ld<S@#441VF<A
z*VVTnaMR09r_{Xg$kobxKeeL}F{5`aEgmFTfFREhJlY<lAHck+1J6OO-HKKE{CrXY
zLd7Fh&^VUX)^X6;Dh1d6;Muo%(6mtU2TAh7puiZpxZdKm>)hPj=PzIC+S-C%(Kx;~
zjCSyb%q%1(rX@YQq7i!IO>Ar<d9N5=Jl~<zVN(ZYAY9tm;15_c{2BQjgn{}Oqra|P
zxk5@S76}e+WO`a7y`XYuhSf&s5(T4t)!^XZmU^K@lvPZN*zOyJC?UwM5a~dg=Hn<4
zODW+8_d6fJo-oIy8Sc}ig#?XLhrC@O3Mt=UN7#+c2o^9E+l<;JHq`?Ik<p?~T`Ai5
zO_yjTO7U}d0@4o@Ss{8_|0Z>L`Q`8Kx-|7G8FlK^Dfy3lr@SQZ|CF<vZcp6$$C>d8
z+s<)`6+Zb&Tvk@54twG1>RMD>tkQP?V)=up6ThCG-iebZbIf{qR#uT!2<!u`VgRO>
zAQHp-xKUR>$G>ZC^cp}Ng~j1;nu4Zbxq7t(l2TF-9+JV+RR8!v%8bF$P*L5zb?XES
z<v2`^^lW`D!GgZ1efp^5@y&?af4~=Jnw(M<p{WqiQZ9)-J%FM7(^O|JUPR=dJ==HK
zA|S*Hp|D_&DmCy+^pN(^%&d6YtUdFqYTw{D=%09z0Lk~CPePHv;atKshOs^>cMO99
zudJ^6&mIAw)zL5g8_)qg-BKSUkIc{C3#1Y4$$3i1YxuJcb{G;qZlD)n!Ktpy8~Btd
zL#1CIQuSQtZEHq_NTRATht;ix(#1C|FQ!_Ly3MfldAXMYi735vciN{T9l-O2Pe|t4
zZDeJs+;N@dSF&O<^dL~j$l_uPHKy!-R_h~uB0T4NNLMvGZZR@4g6^sZH!29!>UW-V
zVl+^E0(4;7fm<-JI^Sgos?J=#EiKJ&qh=zH*BBsd&<Nq1z@c&{>P@ZOXFg-Iv#c7L
znzB(sFM@&YEu1a3SCH}G<mBWp0L0(ByVY_F3$xpDUI;}csHP`kU3W7ZUGNl|3Z+pI
zqrGt9non9ZzQGC6@vktBjytDCUGZQAdo6u@eG02!$u;m2af)AEDz_Xyri1KX2N>7S
zpZ~oM|KRsjDR&NSuhI>xs)SlFqp%$v54{mc(u%A`slY_#o1en3*FPACKdo7Xq4!=|
zYX0_3x617(UNys5%z4lMdC!^roi6`6i~wkahz}pW!>lc@u092{WeyWi7(0unczm@*
zou6A<Qvr7*B_*+GmxQjZ*&KPua*l(8L#2TA_q21&+?8_Nq7k%y32QvMayuoIl3mjh
zW`U*u98CpO>E>TF73+aZOXr{xjJ_deQ#V80ric*D_V=U%N9*5QkXoH+&iVWqA7V`Z
zN)8DRS2O>+eg3k{BUm^B)g5V|MaF>r@Zs5fe<81FSB6O-(;u*rh!JzSd-tv`I4|b2
z#5-%#Pn|9PA0`p`@1ywlBwpY(Ag7^G@S|kMPr0J#`orQ$R;f@MN<7}T_K*&QgoN~d
z);kV<BctG7bT)o1lPylTsXM9Lk(6&|iD4sHcs}uCI7CtGW_%l$^OmI;#6c$gzefo{
zGjLCHzhqB`4}4>yo1Stt-8+G<soM8C{}`9kKr;$bvTUtg4*%o4)^<mwfZ-3MdqjEq
zIOiT*9Po_7M0q+%Q56Xb3y;pt$?NJ~CL<%mv+(xn<WoaKHDjm0HJ*7|g+ASK|2+s-
zbONh&kEB@IDIved|IZNb18A6m7p`#G9l_xw<mE|$@I)ZWZRqPOX|%namJIXJ5d`pL
ziK{w__X~9U06@7$ZC9bzx9;90g7;2>YqWQC>`I#l@PSu-1JKzK0Q@nySORi*0C2|*
zq`OeDYf*7{aDLaM{~W=>@BRSw7|3ObpVa@OKVX~Xz-7b&RzPKa{ru9+)$mwG&Ub9)
z3GQ(tGz8#pYTG}6Y(xs(Qn|N60s%$YQVq%VnZlGwyi{dEpRVhOdBs^>twds&sf_k?
zcLIspBC<*v!Eb(*fgw@)?*R*WPeqh2j?#e%Ll|Xc1qhCBGDX{aB*(aZ1bW8fC60{g
zhC1cgj>r&uoY?6BaDWPqjzXY&A7$<^|1OY1$4ms;M}PoO(*>O7#T%AYR2D4jlewQi
z>-OgA!?|Q}`^MiCVtn`bX5o;dAH-!tTbm$L-itW!01WYAhB(R^`Txk6OYkl`2wJQw
zs-~x>kAP-HQ-q{3JjM$r$dd5ah`1dRvZf;Sj*lOO6?56aXHKG&oR1&<J4i}uD6B@F
zK~QMuGiQ<Qv5-z0#os&G;a)#7Y^tw+8)Anyfz%EsL)16<5tWHylFz_QcyW!b5T$k9
z(i2478_C!IScdp+iuksU{$-C&lMaTi*ZHyB_FG~QZv*)akBrnD?C;{)Nkc=UY`LCV
zrGV~F-~NgEY6bp|`er3v9Jh{%9Bhr&WBb1td&(w`d@zjG0}VEg1nB(3O&O{b7bsP;
z8%k9=l3!u;UwU~3g@@mP9R~mkTlo9R9W0&f)IL}XbbD<f59A~PVPWTf{`{%(=l?{%
z@u|MPKG$|$)0^~yho|RpLb8iE&@+aB7AoG(5`VVh1N1l7i<yUIA*W{;`M{yP<J9>H
zu^u-s@6%sN_neoi3GotdbhH*m(*bg=G;=k3NUK1++HZA<*VL+kcD;}AS`w<~8Jq?c
z|8-#CBKXQ7kf6}(zY*2nt%Ry5`%!T)01TJYhM7W)STn>&R-^4L|34h`9~6ZA-yC!g
zAI+HL2S-Fie0lQK7riMC@z5E%zfGz+j^@Gz8JGv5r~ok4Fx?-x^dyUgJ^!uuf7;5O
zpS+fw<?qXO7fOK+&N?|c;q&Brf9eMD!@URk!ji~;vz3z<il|8mBr2FmFA1G>1Db9F
zD>*VU0_ra73;W;VmQ0m`QUf7an86AEsv2x=KJ5lk<Y+-V_BTNalZ9!%Xp$Z&jPT~O
zM3Ioxc65Y-uBM=&A*%wsJ8Cpk<`8C1yv*}klDEGlSO66*A9*9lVRfP{?luXCPrN~r
z@+Q4@{z(Z<&^#TU;GR``oV*xvJ@5)+zDa3@dnvq@b1VjhM#bdbvFWvbx`{tmfrkDC
zSAaN3CFH|`9unfdn<y6!CpBSW5TB)+{R2uCT~&kq{SgTX3D$w&DqG|4px~Pa=_3E+
z0WLdhpkCeKs4Z5B8F(ddxfrf9GCBE5GcySeJHgS^ZViCnSz1|nvOd!Z^K{{!MixF6
z_z^7{0ZFBYhlhFrVs>GBdmDO?@JN{K@4-a@103wkax%)lS2C}>E&5x;x6NKR;^SVo
z70DN(3QOCtcnlfTWj?-8!RHfP20y5N{P^LvLa^ZO?tbgmEiRiWC1^$SFBWX3I13XK
z&G=Dm4DPW80?Hb%dH<K<z<?lu`~klmNJmA24W3e3!1XnN>&(f|&;0kDs)Q7(fdmUC
zFP7L%(*Y@)&d}1fK=ir|hQOld-M>ad;QAR1X-BfVlLnB2lZc226_;++>3)iT1jv7W
z(c<CIjqp3K+3^(65d>|(sSgL&;D{%@HN+BMKUBo0E_A2OabzpEF!uI0z}#Lp2?<_P
zMc(l-qIBHA(sM(m2In+j7N2ya+<#PTo%pX=#2JV>AC-PX<z8Mcy1Th(2<JG@^!1lp
zrBEtPBEPKwh_=330d{tONJ5uZnm8#gUX(AjowwiUHS~FtF+}t`<sk2HKTXXKUxL6N
zUcgvA0o#vAIH0hQA@I2F+2apBq3Un4*=L7K;am`XY0(j-1Ge(mv197R)(o1N@5;(V
zy5K+(Bw4!oosLz!qC4X+EhR6%f1wC+w(dra^ic1OB^8!1I8PMEyCFC?rjt1X7H|R%
zkp8U}q={1M>hK{1+Zfyq0gWja)q8$(G$d^!{g}$z>795pNaHwl1x}yR%;f&~1UM$b
za#^^f2im2lD59`{WB;6X2nY~96TSmkfkNbso4}kb=D$e<a-Gf@;rf9@5R2E*r-{Ad
zA~BfhMFP**M*goav!Pf>N02fK3l1SSFAt8{rBPTgeiYQyO~bXX95x5-dJD|8GW$5z
zm-grKTHer90O_ASd-h0crWSk^sM!G`6o?#$x0XloUl!Qf-K98lM)_Zh0bx?MpC1Ww
zu+0SF`X|`Zwb^bI#KM59?jJsAgv}F&h^*WYts~aKd)wC#olbG^U5Ja1za5QFrPQ+?
l6-$DILHj4gmbNEsiRWL7OUB}ui;loc=C;DEEJ<CD{{iT%Mmzuj

delta 9541
zcma)i2Q-!OAGeT1QX!klD4Xm}ifl=?Y}d%%^P#drLb5jvd&IS8$R61)?#<qNbG^S?
z|9|f~?>X;1r*m%Z^E~%AzTeOKUE~hV><-Qczf1ikP)iq{=z4cRibUDdZev{N%Y7PF
z9leiHcVV~rWfk)Bsx@LDVUr*D%&MtM3JL^hG(B?l6puAlIF|hjPbsXAj)0JmQph3Q
zF)4KL?R{^t9=6Gs(&FCqn`>#^yibZutn4}mb9S;f5LHIDM8slPt0Nu5YNQ1CHE^;t
zAJ1f!t2@Ek>Y{JxHi)W~>B^g+rqVm3<T=M<aQ_oN2d=Ke87MM1_zDgyk83quOsQ7R
zYMCRNM6tA7*E48aB&pNX)AK=qTAodFoP9M3pTO9d%R@W1l)cN`ym>x*I<!5B9fsMp
zVjf?kG|M^k#7iqIQ1cVd;LMU2q!t!-@kw1-)TftT`amOThF2OI>tK=4&g^WTk$TIR
zg>onM$HMW`Lqp*NHoiSwyN0;9S5a5@$#)wl739#I!^v^p8&y~QLqaf16RzNDIxtr2
z$y-=h`1aE`^UGW6eQ`^xlX1jwzjoD5_|kDHi{4^gXPjXt$$ZWPpBuZ+PH3|D{3bEg
z6INK_g>q%6Ppj3hLP=<L-xD#lBS7Y_k!L^t^vvzo2fPjQWAy2!=iY$avysNij_l&%
z4@*myjPjXln|EdernmL$*@^WE%hW|b#mN=x8f*yEG&+)hj;r~o*Q&>gCJ3ZtW<DsF
zsC{&IMgj&CEM!kBjTcEYS+O9v)kfNq)YO^F9~x?SPrg-lJFXTw_t-57u993(mGE_N
zhzO*&7C0&{iP}faK=aT1#)}ibd=VSY8WupuOKNbTIXOA^R))ih8qkUIG0ekDh*#sK
zftPUbG(^4<9umOL-#W;$J0jh!?ivJ5$r&3z;Dx=MEYcGc{zyv60)x>ii*#BX8d9Ld
z2x{1`G@l-Pi8O%tIX9F;g22|B&(!-S3p;;q%Q;f!qau>&icg3;ugj1_$C9}zDk+(D
zeq^bvsfme+Y1x_Y%HxuC-@YeyVi{;WQ&L;&6jt*ttc=A?JfLS>t7{!*j0%2a{5nCW
zEJ=c%s}A?}ZT`M*cKG>^^0_TnKW&?v4-=$t2A=uQR#ZSv=a;DowQkq+wskTQ5q53E
zGxNwQS2>S1M0Jo|)5zGiBU97)+|&r)Im2-?d!2>elrCh`o8#F?NeT%ckMdIsGc$*|
zpHa~d8D5n6o%rb1?ou!6s+zrWz}0oVw5mdfTwF>Ur*BBxlfSH%p8oU1^*u8zW){Ch
z!Fi2y|Fa>Kz-|5fO9l}_I(3PNn3zk8us}qK)1X=-?>!>qOPXI|1ht^k@s7Dlve2`Q
zPrHaJXQg=VfW1AJwe@wK5|hA^AZ7E9x82yN8$?`JNPSNa=BpM{O&7Wo^eY`Q9w`;D
zd!@WLK&cveT+rBQkv%9}>4@5MsY+BlH6r=l;%+<)kvS0_yit#=F81*x$QdLhBy32c
z+K+R36P_m<u&G!7^rX6H`|I$|MMmWj>%sz4SaNrwF-OiNBWvB76B+&-cl)CyhU3H1
zs|Gp04b?~U2i`Trd}Fz-U|!Au`3K-!8HC##zVw_Y3%XAGP9Z0=xcEkx0?oL9{d72^
z{NCnF12iGfquf0%<S9H=ztN_fSmG91TbJc6M`yRoT}4^pQ@y|rxx}|M)Yw{$=F^_*
zg`*xVD|wORlu%a6%oCdA&3;mqoQ5vWYma`1?bUJ?+$tn<OA>OtCwaa{5-EN_aeA=M
zz{C_7Oz&5TsHYWmGaJZ!LN>94sN$vfJGv|C2CX$VH#f(B)+K}7))m_6`4Ia>L9;3!
zVE2o(tn&gFAef_H2cysnb<g#8T-K}a7DfaFQf&15*Hu~zy{F_HtzGY=WAC*UM<$H(
z%fu&YJg%cukhJE|{b~G8U7@w%M^o`YkS{60WiBsoUL@Y-H1Kw_cK138h3ZZcjQsi)
zdVofs+WVo87YW#4qlE^Fi@hn^oZgRe)5Boo*Tp?UD%XVayYnrV$8OPk)6ee4;2^V0
zC7&~-W+!P0itMe*1?MJ_AXuKlLvM5FKE1D!%#BWoj=ncOJ}xhkq7uz0|B&KZbW&21
z%l7Y9>Wbk82%6mlGtb!T;%cCPF7}~O!#rQx$wGr11{R&ck~Ny;$sdoGBf`jYLiSu(
zWb$IK;k_ZPGb-D&Pl{EyTcEV6nNL&yJsL_j(Z5Q_R9F8MZ&TL+DOLR4S5)2Yz)wD!
zkww_E9Q<#v(BJ^RUr8&fFqkbr52w5qZDz$H-x92N>*?U}F1(y@zwKuf0}~`=J)9dm
zl&8hjF*2el;(d_6eH<Qstz&3NL$}srn?u~r`eknRfc45y+ZL*Y?NwNK_(v?3hYw3t
zYzeJZ%*?Vi>_dZx$=vcd`^sM#!^vNI1Z2nr?{u;i6?^Vl+`4tkV+oIik6DCvmmd0#
zsCXlFQ0W*>EqFcByZS>d68{*2CZq$HJ{OYN*Tr^DkRMy;ejP3tur%T3t+{;=FiF0{
zGT$dT?-^VAfYhl?)s+5t^pknlCm!1gzLWh`IXgShsxHQ$|JP<3=xuClMv4q0n~aRs
z#`N@>n_F`iE?W3)Mv5(Z5(y?R*aD}}ghMtX#|5lw6~-+=RP?{J$Djg&SIw`u4+ZXT
zhdq|!{J~V|nV+v4m5L5~wx`%4A*k2h@L8h-@0zOWSc#0vmGh!*RS{89>cytDwY8)9
zIK!oha<)jZ9el})Gu}MS0+UAnOO-EN)mH)>ncn2B-VB_gBHm|46TKWOAONM;o0TlD
zeJ}E<(iD{rDn;~~`yq6{xOhuOr}X#k#1rJf`?I`EzKu<!TDf6kiVAq1c8wbcgKRi5
zN{-I>aAQg~?|DEv>&p77T17FnT0`KJoqyL)n`X0xd$MTPrsig9_ruV(hIuOV0$hCU
zIa$u{8Esx)JF-KBGjW>V35(5W;gbSQXTulQ1+k^C!hPmu9zcXOQ&=^rZt>OenWIb3
zbk5;rUMtjrj{<aQ^=-J`>OJ{(bfNY8e3-{|MPp}omxtooyqGZV>(0vg-!l&|_Xa9l
zKR3J3E0?Z7E-d#O3o4km>hGPTe+xfTOc3{WlW~`J2=2%43g^Fu4m%q#M<iF3r+X<W
zQQ47Be3V6FL(;ZKktzWOS)ad|GgmNcpG^BaE7OxVXK`}JjwqSQ8FtR2J{D~An+Xvu
z>ARyYPEGRYjQXzo3V99BL5&WtaF<*NG>cR@lhBkkedxe71=~V4jZIF@&dvS!`Yfx`
zX<ngxUBG&~ue*D$q@9ip{`h=tyeynXIQmPf*E?b71&GgR6W1M^nYomwqu7{eiX<T2
z>$|RP&ZHs{B97BQciu)WoFbsEPW<$66E<04Yi4df<#1_@gZu)J0~I|zJ=oRzs;TUU
zfEgB-rt3rl0s>r?2Xpij20I^ctZ7y#7(9NAOTw&#-0hQ;D;h0p7;2Ka^Y!(pVer8^
zbu~Hk`hwM*2th^=IFL?jhT|?NDLG`#pCancsddAy^&Odqr)P=RzV+GJS+4%a(JE)y
zwD+dCY$Tn*@~)MY6(E^_I77b#B+_W2+@`&(PeO5yDBNMAve}O0zKR+8?09XWJnZPm
zgVV5H$;0EQz>gX`AU$B<qjtdvd6PB&iURbC&;GFtb)~4V@XZ@H8ardztcG*RbPGO#
zzWM0vkQc7UiFTiI)ykQC{`|SH(;WWA*)B0wmRzJoTR5eDwaZm{`ZR@E?N}5TLhX5i
zkfTZYeDY=NrWD0+Ss88d2_e~_z=4wRRug3_OC0wc^$yS|EdWV$YCU+O83(E$XIR#V
zW-G1MSPuf!hVvr!4Js<#rpyh@E>uBJSyEF|Jp|O{Hs8K|D_V;8Zpr<8VC*#c!w0qH
zIlC8*>z(+Td7=4oIEP5Rr7wDEcpG?c0<3<09>{&cR)2n=_g$A`cd>6VBbe^qy?dFR
zqf=3VQ`Th<k5-2B_@}k*+~9-ghFFJ{BYsfh>{}u0Z6^gP>}OOoHE%C46*|m77vkXS
zlZ6~#3)oI*oK!O#jw#={fxn_4Lse<RM@35TMEKXi;0#evZh_7dW5EEaJ6{=c@HRR+
zI?Q0OEVT#WcpF`DT=xY8KD7iB?{3s=mfB8M=$01@TMN6bQMA9O#W90$4o%zNM<pj;
zlY-k#aSIAAcHB>6WM&SUZI9d?GmS)TZmK?g`gE9R#yU72OiUgOC|V&W8i7DCLV!%1
zd3bo#Jv=H&Z``;O7#JuIYO!`Wm>eJ1ox(jcMr(7rE(a_s)x~tZZw)CaDPux>{L?z`
zLjk*soi45%BoZ>hK)v-yegdD<+*1~2W?8^ly7fL)bIZ$~Ev5#w9?!5@#TNR~>=7{V
zut5X&DW>s>35ECX-w%o(A{d^?$!U!P4VIn#A)5+!`Z9I^QowQU=S@KBA>rZKU~WWH
zDa=h#402S51cqRRZXoE;Wxow4hkxupF*d#n9ZtE^gP!?rKa*OsS)ZgB$9ZW-Hw5$6
z-yiFdjLdkQH+<WbDk8{nwr!x)ToD@w$Hv^;lg;ydf3&M$+HTF4la<v36eBJ!Zhy6_
z4V~v)l<dr=a+1K!+qY$duhZfa5%F8V`70!}$`cz(_MfX=E{|}XV%b}t)B^K_su<;?
zzx$ngv51M)8jET?l9mo2y?OI4<uyFOrOQBOe!{y>^8mb8PUP#LXczU^N*}8Abe8|}
z3;azUDDi4O<7QmUwatNqf0%xMW!P)o8!U+nn44lxl3*MVkB)MCo+J4>gWU<d5sRWc
zJSEQ#CyltDzK6g%ZqK$e$w$xDEi5dktEi}Ct?u@wh~`vQ3VnMLcDt?b4dXBxVK-BM
z{yyw@X8EzKtipx-wyL~*6riARdZ9N>cdDwY<jJ{Sz8ZV~q8YGnc+782O-*%c>)h=s
z@Fc}axP2U$rEa-36Rns>{}BR*Sj?!la`*};7zk55E~w@}C&Pm_#A0o&SVwQKN@q_`
z!Ir-1y8E}IO+?jmFi{b|v&uOX>Mj`>8UKWYAs4!QeevvgH}GhbH!3P>5PG=we9HQF
zTialcBBg|n5G5rg#Wg&A{X);FlcOVwQ=j=xGTrZ%&z7C{n`%9GJ?5h1w)Xe=?QEbm
z-}ey_tsNbqf-^obDk&lZK#Ek@O-+0~El_)KwB1fm$!|@{q5C}@)|cu77Ibc5L1026
zZr-BT)~Yiz-S1fSog@Nb{rhBL9X_)FP`Gw~M6WU8RR7@k#77dy&)NPA8KoqFf@bH4
z@;)q)l=p<>oc#bEuG33&-%o>ln#W2^SvWcEzMlhkwUFXIje^hk%>s|}YN|T+Dhad3
z(sT23>z~dBFC^2q56ZsnrjcHh=7k2xRwW+2A(k*|2_ib%A2s|sY@MutkR2Qx3_sPc
z_Zc5sT<A%nz8_QsZMc;=FRGZBn1C6#wzmfZIL0HU>u!2;h1xa^l78utrNJ6OW;$7J
z6I@ipH83y`Q85Fsfq{o7icZ`M%SqUfn3y;-Gn2|Tt;>lwZMM_e{_09VP^i$9pV#4r
zfn75k@H)|C#zUVYRIoa@lTGQTay)ki;&B2T4tJb30W>hr+^KJ1kP{vrezH~(RmwBn
zHoXYkfx=Db=1s7>VAtXpVK5jAD9nKazy&&`B_%wZxFYTw$#Y2L9WZP`u<P`@MYfV~
z+eu~<^nN$w)~ppxwQ2nu6zbIvfS|J7)+glGC(2{0U6$|3N1wIQgP39nwCuMRd76Xo
zX+^_}y1Kez=zO-MJ7#7K3Gnehj1)nJGivr3h`73vLty~{&6TMdI4KnsYq`y+%0#iT
zOxEThvE<pEz@Q)n0G+WD->n!5bjm(IJE+PXJ_99~QrUc{vM9-c2DsCUR3W`s?Gp9y
z@|vz#%Z<6OssQRG4O6w32Ek^qt&xzBFc8s-Xq3X?ammTa*$KQbNa4woCod|F(|QhW
z;^V#+jY!(x>gnsl$Os`((K7oP2?0CA&x7?zjF>5JC;82F10UBlJwx2*aBW=1$?0L&
zCk_T7q4<rdn%!Q}&8=ZA!>E{;=jIK8M})Z8(zIj6#yA@r8|*J@<Fm6FO*`I|($xcu
zHak1ozD6tZT_37=u0uRyP~$c=v>o>D9XAgT%i^Vc%{&%X*4&XFbuUwDaRFn0UgG!S
z<JpHH3$JTtsgF)K)`0=kxUIi?lws8L`f}~bN*)j<+Y3qd*cvtdDj^M0cPu|zn(#di
z8cqxF);6OMptX;%HS_g4s;;gsbz9f{td!6^Y2Og>4f@7XRJ%g}AcAXg!&Usz*=20$
ztjDzZ%<QG;Ylz_{cyD8!gt*V8jjBbu-?Ovw^72g+6NzBU!GdZP(sb?PZv(Q4xD~7G
z+9mrNo)omV#i6*Iy$#g)_SV+d5gIwnU~UXWsT0p&@*71(MGS1w)sKvfAY4ZcATtY#
zQuD6cpk^L5_?=rLDm3#r7UgbHQ-_t6@%AM0^Y-%i?DhzLx1GGLr>Ez4aqd3tF-xRb
zsBgt?r$Y(GyRQJ6{L(Rw@4=c5;EPN61O)dUJO~*n(Brk}j>lWekW%x$&92=z^zHff
z!NF&_NV>JLk~d)MP3-J?GodG8@ej=j0PMP~jzj>O8p&P%@#C?G%aYNV_sY;WtnM_)
zw9ACIu^e{h<X?I%GdVdqSptOwTF!jv>$BksHZh;eM9rXomWIBOEH5t;O_53CFo^lA
z(xXspmKsXQLQ$#`$G9Kl)MwiwOhGw(e>EO`h2G}_&`^U#hL9xa91pO%;YErnDho|l
z=(7O@g4urZ++E-w(z}7bLGkv8kcuOinBD>~3rJ{!cwxO;gNj_+qlS><?;lq+3v^q@
z%V3w{xs9>Gl#w7Fp%Hd^`{oKUp!fzpht12c+af}a!85?0+IoAh`&Zab0(&Uh-P6MZ
z2@2i^s|7F-xxCx~K6olG&r{FI#T6MJA0M<*A>|-<=Z9gxWl3={H@Z;$8|#^YzJ7R<
zkyM77!%}~SQ`aOYnEjCANaXvrwzi;`bza**=TO0!n3-?U)6e+V-NL7m1iR!emZw$3
zEFzK!lvMv`WojT{m1SjRWp24E-mx4C(NGPL>Q4{R=sS_ij?r79hK8agd`~Edbg*h`
zYqd*ET5W|#f{3V>W*Q`c@(>ad;<oI+10Y4yE)7r?vr2MEK>-KYM6uJgGE#DKt;xb0
z5D*)dxEkh2^k&1wLzg8r5PEc@&ri2^c1-%yrRN_`d{#~C1t5rt5m!fxU{lqu?E00(
zCpZe&0gzO`KZa@jNhvAE`whPF0L}CXWKT9{wA>N^b!`#$9nnnDMMXtsR#q&oD?{=V
zKwxcG&3DBq0);l1`y!9g(9p1Bdb(b=ePr1s8YpVN({(|NP5{~yqu@Z~KtC%n<Fgwv
zH#f&f1_nJL3q%7WFhv1UklK}%$wqOo4b9DuXlQ9K0WtMBn(<_B*%a{wx<H$O)C<5m
z>*UROS^zUykBdgr2ZjtIn9D^dVsj5F-tF5W(GxaBH*ei~1au|VQ)T5=Fcy7J5^{3#
zS!Zc!>DUT}ABI2xEAS;!+*=)J5oBk-MV+Kq_H)gRvXTqZDSeA^&VaZySjn)|nO0r8
z=*n0@CE~u84b`Pp($+SsqubPU6upLMINMPK0<rHChhAs-^1^~Fkk2A1y+S9d%F36`
zxKOz_FrZ1r#2S0@DdLB{AbhgX_jqT%J5@Xhm;nsu$9fk6q4<E5z-<H3;eQDSYYeKe
zr3TvxdZn~e;6G4Wm4decipT;4kv>5D;o{*%1KI4Kl0y6G(<dPjk)3`S;_YtUzG9za
zCty`Q_lLC-1Z)#|_%tZ*P0C?(`_I>x356VxSku$fZBb|-#dN+~-VD3VagUMlEvhBh
zc?&5mCN6F>e4r(6=o_f=#kBeDRgig7)31&c@NVpm!_o%6J->f)xY@TfkmZRCxMF7s
zW6kv<z<rJPL}Nc6di(;E@g2*|n1Kz(7=tw?&aX@nJ&or*f-{(=j!#PZRR-&$Drdti
zJU-PWR~`p0AUQDJzB`_WUm}KnpA72sTn3p2=|3N60SLWqQ8QmVATEv^OuwzKk62I;
zt}tl`929sQGdp{Ddiou(__BU}65a=EJR4<3P1vb^CsqJitP%Fl`u=V+6%h~5{vwK+
zhDM(aR-i8MYD~(~@`3Y0H|ERZ6A~`X6CrSLAe_*U5F^mp$r8R3mQ&gzjdl4~>|OQk
zk$z==p*}i3o}#&VrLX1CLQz5Rd%$VWy}yO@`puir@O(+)86;9~5ry$$f?=30?0@hq
zZ`eJ*O3|09a)uqlFahcB`Lh3eBmT-$V5e~OtDFMC^vJ=UD*5@<JJL!4SkHT<^&k3(
zncwE*4)E6b#AVp~Bb4M)yr4bZjPGH}cGY!S5iGToCpFv-fQX3RaXS=2Zv$!o=kPs?
zv08d8twdL^RrJyvv<|4ITY!Jg&d)t(BLq9i67#Oz#WY(#ekI^wfcikZX;-_jVE7rt
zbv|d??HDl`!?2(ay{PH~e97SoR;F{2fq{YP+3<5rNlBURZ7Hj&He|FH{hjN8WjfvY
z<kjmzNn7^zE_C(eochSsqJ{+k#rYMqnD0w}c8dgOe`!X=j1iIhZjfjmm6Vv+2~;Yj
zpdAh9gMtc<|6E4HPUz$dx@_PEL{|?a^)(7^f6y-5pb)2u#s6NEsX0>}b+rB&2m)SS
zUT`vW$Is6%U%Lc5XQwSR`QK^>+pDNt$Ke0a&__U4(W$A|{S|VWTU&EF-Tu>GR!@m%
z806jqSidV(j~_dj`GgP?gqzniw`dW9<$TcG0!QDZtB*<Ddk%><#`Bn3PS*<GzI_{H
z6g<8sE;~Crxwe1zix1mwq>(lqtozx~Y$S%WfCMb@J#_;~+>7;X42%G6wDju>@ztwW
zl@j@`20oHblkg4i<M{t9edzyH`@E)Y*P2^etOhbK`=0EfzI{n$J@hdTiS7matagPe
zDZm?OHfn)a7&|fi4+2Gqc$W7Uk#uV`;S=8vu5U!NHv0A^3;XPJ+_&VT3L>WO1!<42
ztte(WrL!2B#i5{LbIc9LW{k8`_7Q1PG8B~!Tg`-G2V<tm;@+R)UV4RM{zXcheC@3G
z3!C!A&fHO|BWZ8Ei+2m09qjRO+=1jyPD#0X?b?r~rU1a5JP_Ik$Rk!;)xQ$%tMV}X
z6{BAb$W9JdLH344wsE}^({2zbJxtqxMN0%$cL1dPG&D3Jp`obb#WdK_7D`)BPiwsJ
z={_kCwIZbe5U$e*`D5%rwxsid63D85WIhSQzk1aeTuUS7aYI$LPq*A)q;U$oj<n%+
zv{(RC&%ndLAwe3z7YtWUxzF@~^Fc$~n&z0Oy_XPJOcr5b;qR6M*kJ!09UaTp2{3B#
zwXBrEHH2b<uru@ByLb6TQvY!ASDc8ZMp`6@tL}n$0|dnxvgfz=F$+5TI4dCjWOs{6
zh{76`|3bl(+X2{HR01s3_}6FU?Ck8JuYViI5j2i5z%WJ7IgjO`<u)TE`Ui>X*4{5w
zl3Ta_zz_n3d!_5Oep-9Ylc6sGr@+R^tEw)7Gnu>>^q4w--4?3r`<!9BO$wk9@U}5H
zSFTgEDCeN{K_Rp2RfKoM+}E1;&xjd_tdQstJ^Ssm-9G9I374fCz*I0ld>D-pzvCjG
z|IQ0@)yDF&PA|ETxHzpp5T2$c>g7MeFq#GgLf}&XojC3ofrF28cp^tpNf=|WBnu=?
z+X8Cxiz<i^pH#K~ZVk)(*F7sMC{ddc_UP#7@W}gVKBW`0SN|-mNWZq2PeFdZCCF>G
z9T|$S{@|C|6#(Y`H8rAP<Xp@wETKfy0$B6nKB}o=9Y@=<lp-z<K$7{ez9K((v(TW%
z+NHKr%;(Z4h(j+3NbL1V_+ksOB>N(l8f9kcU*oXnWx|)}CHk^hH=_CnRfzx}9`TGE
zohL3JC4GJUu?7g#Q1@LnwlKkIkE~9&|CINiz|ZUGzk#2@S5;y||8{x^apavOV5{~`
zLu|L37o)Hc+g)I<AdL8UJ#2lirFmuF1OD!0Z>u02s7wGOPgPah0WuBx{#S40RGTww
zPb$lJ9ci|Kw4|i8w0V5Is`Jn107x*%H8!R_QfSci;jWB>g9EZL07ncYl}c$6b)6rG
z{}9(}5ezSWR!MmWhYN~(?ZxcQ(lf{HZ*g>iA_2kWJqrtqR}<eui6xHwf#~w_@rf7r
z7U&Z{)Gv=&J`#!XSYj0AuzH2Jfn_t2p8?z`;PY7&s_AsI0d&M)puMR^j&m5xru7h@
zkVRi=&+@M?n3GC7{S%!S<^=;tw?Na$**ONV`LkKH9MG30bN}&^L<m4Cz+Fjy`E`?u
z3Nu8I89#7`{o9oP%>mAM;%(%R$GFe<#sM%lvA6F7(Qj9!<LuF58kGC$kLUV74dA92
z4&?r(3F{|$AjpWYi(idDoPgV_>g&@0ITTyL^q0hknyj1et@bq<(E7lrDr>5$F5Ms{
zHA85g)L@F;p*=%A&+fm+<i^Iv@rj8}=rd1%xR-<=v=|mhyNXJc|5l|O)nMb)^mJ+{
z$^D1+(_$e0F%JM@4OkSTpC9hdKT;ZHDD}m-+xP6+#r~iVk?ZTWG|PR-!Z9HCDzO~6
z_vq0haL6lkg_!QguU}=FwsHIp?(Xh_5}?Ik2pACH*QoeHZZgRBgJU)D_$Hvb0RzR{
z-Fgw@uyX~nmIp@y4KB;K2m&()<*co(WB-d!jXhMA-rn9ZA3thr@K|(Hc<n6(<mK7K
z{`2>$X%dW#jNDd(j3D0!M8YEhcUe{kf=VrK*kuEe08TO~()3D9F28*FGXG^A73hpC
zmact_%?DPD1SF4YYS0Z#HXtdPChmQJm9GBnPtzL1VC{y`dF$J&B)RMGuZw?_u~!{l
z1oP+V_g^%xWT_8N_t=0;>1|NZLs%~j2sYm&Bv7hNH;Qv}e*iyz00+69psXTBBEYeM
zva+&`OYJHVf^9Vt$W<WZ{wJp;LKt1&#`8zlPsDw+!*IwkFlQ9PPK*^575}arS}|%~
z8E7;pxL$8=JNyNREMWA<t6kY3pt6Z3Z~as6pJjhX1pIHm62ZGxY3%(^V}LvBFVNm}
zzI)F;c2X}&?)<0k2Ek7%a@Ho{k-)ejxVyfPMy;@5Qk3j}$L_#_ewAG(_`g9C20(HS
zMd+|H!~!z2aBvO-TtPS$|2sCVLXCeW50M|t)d&iq7!HSBpwC}TRz&3Iv(tGkWmrev
z|0A|nq-4C0KIh~(qM9$i^gA{OTGeW_khV|alszhHm>LyRwIu)<Y@$}@<{nE)VS%SV
z&Kr)7i)&Bhx1kVnFe+aU@%kg(G6yU}Lcd9Z^9CeRSJ)<Yu%E6Tm^lc291I*pna8#X
z_??LJVlQ9}$$u*hvOj#nJaChqj(RmnQ;6_z0I_8OP2_XB4!11V#n>kqh*<nFc*WZO
z!TN}3@D0>$1@`;fc4Yg@sG9%fY+_--|JC9W@av$pEWwj<*8kpet6bN&J-&u7JGe+T
zOFBdC<L)}g`IHg2#`x#>Ei#M}P+vhM0fFu2CO{C_yo9O&R>{QFRM_W;d$XS6loK3q
z<-M59p{q~xJxBnaP*^zO^=s^yI0T)<KP3(l9#=<4RG;L<97w!f)+b{9&QCHxRttcR
zo0m7Q)Bpq@z}}FeP<j{m#D@PIktB17_McBKgN&1CDv(*m#pV0YU5sk)0+<QJh;-Hf
fpNm!^>BSXUl1xeJF49&k@REO`^0@Gk(d+*KZ71}N

diff --git a/_images/harmonic_hamiltonian.png b/_images/harmonic_hamiltonian.png
index 2e2ab652bbfe5361ad6db0da67dce7548659993e..57fbe87c3ac14858b4a3ab5c9a85f06fd6f113ac 100644
GIT binary patch
literal 36730
zcmY&<Ra6{pwCv#S?(Xhx1Hs+h-QC??LhuBK;O-JEK!St-!96&H!QD>(5BIKf9(tzN
zNYC^qd)Kb2ouIBNhlWgy3<81B6y#+zK_DnU;JgPB9(dFlLZbwpguFlKduzGbdiz;;
z+JICnyxpDMyqz5^DSd4`y&T+JdDsQnxmYRfy}jMNggH1|{{IKq-8}6$=IU@nfr}uy
z%NuxsKo}PP9Z*#gUmZZ8)I$XsDQ*AHXJ7pMwH8Rm2MkmSQoYYjdWtJzT3|obJFBb9
z<dudyt9yh;9$~=BtRxmwN~^=dLSbbX-q{<l{qDbaov&2j`E{NqJy%Yo;zYn#bog`r
zU_A&Tc7L#W|LtDv+#C~(m`uoJ`CUFPa%B;Q)AD;f7R_{;Mi<F{uOUQlEW+5cYG`OI
z4}?j`P-8heJ2!<q-*u3G#G;W+ZWAG_x9~D+v&T~XA{>*PjQV|SjGC5Krkj<C32FYT
znw*CRS6zL5v)h)qH)MUK_$-x71V0X)EV81)MhR^L_@#PDTU+|Xq@=Y#LNfTEpy$Qe
zbq3YX@%xiGWnu4c#FGb8c~L8^c2;A_L=U%1W?W8-ti}VOWN>hB{;#)73yWu){UZF%
z%OH?o&>d@JR8&gjMtsKC&r?&%um}j!jJO@Q>cXg^<c&VOesG(cn}Q)vZJJ&jtgJGU
zk|5w`hiqG=5F?V3P+Zr$pxoTtzO1eE2MKt3dNu{#o-7h|0XJ!wEaC^Dq^5>Oz#x}#
zcXv0!IIKRr+#S#5wozPLU2kn^**-Zz<}W~x8ZsZ8pU26|%M*@yZnhe4vYjSQCgwx-
zI{Y<iR}=z|fPnDjxv8m1-F55FAMF*$-@ot}7@Y?qxwf<n3<$2SK318EP`)^!Ox>jB
z9e+Osym|=0SL2#DgW${Z5EeixL_AbC^UGdqpT{5Eezl7uQkioSQbwCfu<G{jQ(`V6
zYp}D+#Z*D-wChx5Er6+W!l%unrmdqU55Su2Qa%cNAW1_OxSVM?7*x(Y<xkn!jvIdN
z?wmb-=bQh=Z_FyD8MKLR8*XAvY3Y@7!;x_4c^#jT(ZYUyq@#p=xY62foe5_*IeHHb
zjdeLaZH%A@1@-kunD&QbNbo8jnRbC*UU=M(vA1_&Ufx6ocaBWM{w+5P`kdg>VsB4!
zMDRI<N5DkT$brPSnwmqO*_zy`I300cMf{sA!23V2%%6P+r;<}|PaC1Uu4A9+=%LGG
zQ$851FfA{GGBU!mbVgngp+aA<awRB^7SRN~5ihPByC^`U66neW@Hgie%Ae)m1-Kl#
z%&cj}8WNEy8SGepeG!2Zdy4p&h`jxL9^tZfbWT8oM96G5^96=prF3bv!9;SVF!r|B
z8!1<m2obe>yxShj+|A4{r3#EFCFKJJYYFu+Gf(iMUx=GR1gtsveP<-R(QPBJ+NQcI
z-v>{i)$MQSP>3jVV6>tKowW=+{|IdP1eS6M&QrAT@Wv)_q#=}|lOmQLVI1&2XfX3U
z0dX8r@Pc&k@G2vZ;rq%D&!&3hA-|cZEF=_GdK8_Unx?)j&)nwei%|kILf>uKH$E5U
zbum%V^e<n~s<mr)C#`L4hUVv6SMG)^o40Re41eqow%812vkl%H4?bRN9~FusC6iW%
ziDYC9ik$zxwdUT=R0GM$ng1evebv;8z@j-)*%**;-v({`TC9J1&ibStK}vuy^%;p&
z1pWr1LV^1B_Vf(d!svVDznD{!1VeLrGvdjk;2)jme1h$}g#X<yV(z5WX=R5{XY_Tz
z>;oK`kq;lI4>Q^6BnQk_wbQV81=^csbTVku5WFs5G(?oLExDArftdn<h$S<Gr&}0D
zr{nXB2d*ZE%(u|}eQ&eWRByAT#`){3>zSu#g^C+OEv*PW(-N@Xkvb)FqN@^xQ75!g
z4)jPY6datlh|>}@MR0M*D=?gMlk*v$O(F!gI>Lh(#98Y$E^e2MzmLNVynvTj>eywJ
zT~SN9OWlR8xykXxWn#KYU8P+?BUxy+?JQtl{W2pvrB4Zp83q{%jz|kNQD;$D5Yp6)
zHyR5o$0#?y+`mJ+%-+ZxlGR-xfd+i4Haqh5e{4H;yK%E`WwRR<B0as{aZv#qIG1yD
z<~P`stcXn=@NcUMGuJyKgGlE%PipBI*%58jrlzK}{QSE0E`#Av*5{l3(U{;=axulg
zd&oxJ^WOF2-oxeYe~0yJAeayp><cNMj0S_BZfVNh%wE?R+3CMer=&|oA!aB#thG5r
z3kqUtnl=oa|EZ4d>cZ4CQ5iU2S1>yXd(rSK;<6e`_c=x6;-jObkL{qN#r%7&Cf{iK
zbbmii5zUzw-S<dO<tg;q_a;n5P9FVd@dUz<iFNg_HTvNRTT|!5n)vG{O#XuOF2UF5
zmw!CqE@N;k8i_O_)!z94(vCY~9-mU!Kv8Jv;om{1r~bO+bc+#051)FGnN@kEvcqp~
zW?)B0`!$9lOiNo?d8vrEkY7b=@fCDbLP9q|_Yf;Y$se<2PtRmR;PJpy{MW)<`LLx1
z6C|u8zNMU>Hng?WN&m$Bat2uvl|vY^_w?{HRt<&nB#PcTDk`FX?0bGx|19}!;94xt
zGZ@)pZBMp|*ihnyj~x~TI{rN8OM*gELd(X!5&`$|5pB!eoT2B-tVfHr7j4AMhnC|T
zg_hR?U+&#Oxo9p&@#CvY?UskM(Y?u9vybygUlkIXWL%~M+-l4UY;0~wjSR6h^{bxO
zt*w81N%(V8K|{H$ef#2idTCYK_nt~2q5AprXWpmr@82;&w6Y$}B#(NGzwBxe?*pz6
zuml7IhAo@pGc$26udlV(lhV={LY{7@-rnA5si`Bs^U*30Cw%!rmXMM{*WBD(?qvtA
zRMs#H{YTi3cx$4UNsndeq$Ka_YhvWfPbErDb>9EA*Ub3y(?~QXv$Nf=a)GD@gps3J
ztN0>{5Y8%Kzj)UvDD>P5S;A6<JXN8LBVhcAsp9W&tvHpDU2IQ~iH3#6yju72USF-M
zD?hY-3w~19yg2Lh4!XPqz7;GO(pBSmiht$@`3wp5I{1wssi9$Fq=1A6p3FIg5Rj>a
zr8N#TIFaz!q6Qq(JvIHN8%(TKlDB_Ho%8d?X2QzGe9X-BI3p%IeZ2PWFaJpU-zZ<r
z&2V7#-ufEC@!s>WU%svunft<eys_pkH+0hJqYdj%Q)2Z}{|GwVqLC1LNSFdbZPOQu
z%>J-V`oqkb%=7bLHC@w(=w;Qw9RFXYVCX0KbTf)KMeHP;tX-;TWb2?HaHX1_1bmF8
z*M1`8n#YHkN?iP8NmU9;2jBO6apQcF<9MW|rKLfImiqf_hABbfGY3EaBICMIgf1S$
zB>~)3Bub<N0*5}UgmlY*+gFKr+U^OEtMO}?F>&h*q;o3D?axI*Mf(j-oP3#>v>88(
zR`+l5%&5Cu&C%W7oj8K0rjZ_Byv|;0YO3I07xeNcV==xOR`OG^<!D(vj*;X~vKvzx
z&J;x6o*oPRn9?SI=;%b}=3=(kB;AE}cWc}KTdfevE~W(2t1WJ-u`_(1OiGVI;mZkm
zpc0d)0h?t-z#I#u%b%<QU`P7u`Zy|Z1b$UlS4$RsT|&}S;!gPTX;n#D(x|?bx<o|!
zCklcorR}^aRRc>Q4Y^qWW*xjmqebSM#0>+5*-P%{VDJ3p=yhtItrUi()`ra8wA4&C
zfsS;W!)&bcnAU`iQ>C9@-|MIjKmN+N%J)oZP9>`iKpl8f3`_eKGH%aKtG%*)d9taD
z`@=fgKM1GAKI6_yOI<RoF@>bPsB>qe{hlV;@qTyAp(E^tiwYk<+IYYf7gGN-OtuRE
zI+@GM`YrYvtUH%gO${?WKH7|q^Xt?!$J5^L-ws+%9BU%N9xD!7zRRov&~VxY8LHjC
z`HoBCdP<F!QNEWl^o$SO<2}21-nn%oj)TLO^ZF`aa(7siKRGvlE8!d*f@IL6-D<*E
zzPe)MHhV7ddXu?&MJ0Vy5Y7MX<zwOXoF;J1%ugKx1rPqhi}PRka`5mpcD`A{y|U*_
zDgfER;PM`s`)2$QY14;#eF6WwMHCFuI==iE8M&NnDCftQ^SSr<txt^!=aF#bTlcSs
zL1+c$eDZ1Mf$0^8*&kiCFmTSP!afdYv41Su4W&0Tev6zE5lidy-}~_QZpYkG{MM)C
z<>h(L`b9yLsYc5T4?{MFNiNIl@Ti4Epsh%cJtuv-fG_9gezc4XCN}w7<^dQy9jBCS
zZz5wmMOkhna5njNFA?}lNs%|lWkZo-+r}n;($njhB%<R~lp!wvb~9{1wF^LQCRY7l
zHM%eeIm7GJjqRf`fiP4N(A}Molti;Tp2pD7&;Sd1JZ&7fX=oHIa)GeT&k2g>ojpCf
z2@^TmR(Ag?aD%SZg9*A*#~{>UH><>vVU}uF^cO95(%XIunYQ8Lx;f9~%AX`e6*dUG
zEInxXYe`9O%e~mJ0NLOU;J%nw^Db?F%T+CchlXxb>p~}njgEua3PBKk?|TC7^k_>w
zg!dUrGL2l)yUjL88C6|hp26*SnZA~dLj1F;Xp&5LB0<fZwCz9r!7*8{Uad+HMF=dZ
zm|_?SDE+5R{6zflVy539X-;&APL|+%9E~xX36?cQG<&Lv`7gfl3q5PWz(X#X!}ss!
z2?I3Ev{=5jzK9*c@bP&mLap^Xd-Px_9Vl!??DW6+k!u33Wm9S(O-PEV?oKW#H_>j?
z*vRw*+RDn{5<+-?P{h!;e5==yL{q)_O@toU8V(W9=)kI*qmmW3WzG}4n+-qjNS&<H
zC8*|HQ<_@~&Lh~@`z^IaeO+VJy}hG1vZ9de!uv#IpGKBy+=l}aVJR1<+LiNBg6f=K
z$MZLx8vA<+C)hP-!hSw*^vcCcr%sKtw}!(Zt!3&)MkqLJ5L0joCKMDDP*ot)tA4hB
zfH&IHm`^3-GzSTViD!eF_ZZG5(5a%o>7tX>tcW`kQkBUbLj>&5sY*)n&sg-Z|Ng7%
z-5QG0_NtYD>IxBA_~^Y7Hfjm3t4De~qPg|WOIE#LGpY<Kx<162>u$Au{z#`SvNSrD
zqD|8v@w3|wV__9HGyhg&`RSB}*zX)0I#aRbP@g#<{atc|Rtiz<{I#ee|9;L(Dd9Tj
z7i_JRK7|oxlHbVB!4MdQL$WUk3&Je*9WF~M4SOkDo0MVn?+UcsNRJ03V13pzH`nOj
zo%rG3Mysw4i`vBabb<!*i3431>$Thnl8~C4XJ5W(8??setIJT|-r=zvk%lW*_HXTs
zcq`wwJC7DbHUyxLuI;U~o}49aDfoP=5bqDdx%!)we>M{9FyMx3+^;DARke9<7_O$f
zHXnj3dY1nj4h2(1wD;2vfL;@~9nLG@;Nal+ygZ`g*)oI#ZK0n4ETMCCb=}(@iuyi2
z9;a_)B+z9>$mi$t_EzvzcIwr5eO=}nTO(hgon+Vy_8YixKY3=whcR|Fc^--TlV(Z~
z1wT8Gk@4r<Kq^=i6BqVN=n_4>Hi@t&?8D2o@Yx&0gpxz87rvrci$QqtX-GxD^=R=9
zR1=`9H{V=Mt_6m^ebif+&_O~fSzYV)`s2b`CJGa0iD7X%N;4?e?9YQQ$!fB+GE5|O
zCxzI85*d>K#~gdGt$QFQ6MRpYdXVbhK3VH8bmSvSF^5CZXlefFy_$v@X)MJ~P9PDh
z&pcLNz*-kD4%2z=6I<)FQLE<7OP1ClAW#f>Xf)HiZ&gz$SxSwIy9=$X)JBmAG2Cds
zY#a!0;XXmHO0p}2iUv~(<c#4mcKK(F@f{(5)a+{(3zl#9fV)4R-#z`K5Hz6r1!QM;
z(jjOmV-h3_|5`gUdRLKiwC3XDW3n!7K-3?4+kGp3jhZ57uehD9F5lR_NX;1kEkz(3
zh)OiHw6Ny`@8a|-`Q?AUg+1&bIIpz80Y&zIHTkd4LQxqsa(`#b<R&Pm|Ngc7x7LX<
zo=OHISG47h<9`wzWNb{@;kK1pQ^VY(&kDS&MuS-+PQWo&pl7C@@|7VyPeBDfaeAW{
zL0hMKOY#;8r3@oNF3lb@H8KvP+5k+@&~Rhf<F8@Tb$Bpm^F+uSkL*y=1d$a9$^Yhf
zfBLnzsEC3uV{d-}ZYzFt@QcVzmN7wM@zBwc@Qy0tQ2msCuBac@X=D75Ip?;^SxRAp
z*pAB?8hjKKJPhGgAK^H}SbCLX?b7JQjnk%JScMn;^YZ=02)<ozK`u?dDB0!cr97j;
z;6hz(RmS3A@-DLV{SZc@>+qj%BZIarm-kzeDVY8{F+I&(gs5Ex-9yuf<mpAE`dTtk
zHQF;)%E`Xh@z8Q|fuRj%dIUeJt8btxIrLp_?9K0-9r2qx8`p}WqI|syp+_G)Jx`*0
zB|+;wA7EO%u`nga%T&7JVjX3(n9Vtlo^m*9JMC=e&V)oxHxHwc2A|L8!}~mT?blXX
zZ&vk!m)d74W%tI$VX&}NPS<cPEl(P5$IP9aQ0Oy}#EUTOvN9hY4~wi$7wZY%WH4Ec
zyD$gd-$c;KMdPzr^q@iCExCNpH|qs96tx`ib~Zm7P)UQq0Q}s72APIF+Gy+PjSLTi
z51({(b$|Ro9I{rysUS8r)&7l#53Q=&c6Mb`lX8lKTvBrLx8JW(wJS+R(z7LWnhX?+
z3ibA))z2nCV9(eeJFIG=p~0{|Q}ngNI|L)_1Ffr~;urUUpd5Ip<N5XaI{RpAZ(dFh
zPd?wx%>=j70VzXwV*T&9Bn_9844$8oCZIt0^!OKlgND|>llp}~r2n$Pvj|{{$U+AH
zG-z=-<qIV`hFhqO%`cTTj)_x<f`+r9zDU3>PxV-NdzKy=6MXxo-9<;MentRtbUY&c
zAPr>~^7Lm~f>B<fI_ck^(JGA_7e?-n@NQ5yoj{D^SjHWYQdKos%VOb`S1sr_iAX@g
zyYTQhIlG4(zmq|2cOTkQnyIL47%9ubZ$lcMOF+M!#=pb<n5c15QmMd*j{TH@8KNdA
z1`D?^ZPE@eB{khy4{U<+iVBOlas|hUullU9y}i9xy(uXwNr=A1S<yjWb}=tN@^A7x
zH(g#^i?SOG(tbsvbzw9e<>CGl6Lh|La*+L`um5{#CFuTS6&w3#dh<7*m_KKe6~e-2
zT&ZpVvmTvFd$8{B`v~Z|vU8e;zl9>7ani+X?tw6U`jJ0xvpiJrBFp_!+IHSaR_*w5
zQFqwdw7bIe?0cLUm02P2H>ci6T~{l130z5eUEtQ_up`M@sHUcF;X~!RzYY%e5anj!
z)}U$_)Gu0U@-#H7d*p_0ye-!3sgmzpQHY>EX|1YiU}H`!Bnc5RQC6<v)D8I(b`kEF
z`$Rqm;-h-GN_v8IS4@2CqzX6XAVt?f#nsm351uwK(BP4Dbv0QVP0~IRz>Qh2Kv`JF
z`?ENQxDiWkJ|nI~6Xmv1(`(AjgQoO2csTE*8bNixFc2~Bluy4wUe!>EH3&dToSr}P
zSK2%)#MA@%ia?oni2JdeJSHZl%j*#RSCIrp_(6(6lR4Df{QS<@SqcgPyZxDf^D-wY
z2|w!f;mmk{&^@s-{~!IG%~}G!8RKrSStkj#sPTrCtj9dxr)*OXFOy!`m|kO56?!xW
z@Z#c)Ta03PKtO;=FZ<L~)waAs2^Hj&y>VphYC2s7dq=X4hgF3&!z>F!svZQwv?oAx
z(sKHdKsqbVMTw0w_3uVloTv-?BemO0E-1RnUIa)Igk+q=WiYa}XMQGd=|y_?{Y_0f
zURHK`oehz7tUj5^?2(a2FuGF8sCeI=ctgXH{Su-Zwi+q=;Wf2x3*<pHUj#l}a1q|z
zS2cEH5dLmrqM?nh{G@(yghdvluRroyS6{thqSHn4(JWy`Z{WbtuuDS4U6AyLHTS-s
zoSdAXhzJc256<q*O1)wFS9X>?v#{5gt<YyQ&1zf_=IS7sk*+RMw<vm67O2=LtE0KZ
zu*=eui7CM`#n6<W7ZC-9-?^%FX?%3Hpo7Z7$xiORAYXBSfMA~FkNQpnCcURn|E&Lu
z<NB`v*b<p|&O=W90!Q@0ubHriioUzO^|cy0MsU{%=jNsF+W#JDB_E%10lKH^hEe8F
zw#-m7#n6Ba{@Tv!wJoRl2%chdaqyVMJ18Q8xcB$q3ek_5#%ELQKknlA=y5&!Owql{
zvezwLUA%n*gOb7tUnzz2k$pql%t0pOQ_1<ZPq$^ebv2I5tT4Z~%D-*%(0b(8*7h6}
zeqMJsB@1_ijE>&C2nsJU5t#IzoR3>Vg*?x7!@&^|Jxxm@pP<}dd5!={E#z4P;rrwy
zN)EfpaFs@xxved{cu`uK_!A-pP+zgKvR<rv&6L#Dp%SngOE#MJb1tXjyhX3B8j1$q
z$UlnF(ZSu_-MRbv>b71keFdmok^(%<l6DeBSy}q<yybq9F3$>8ZskHzgK3U}q2kqE
za2Ja!zBIk}@W}Cpq6{g9E#j+B8l&R~@@ik-SzNDTqkC%%;6d!P#s~qsWULbdP%U2}
zFOO?aR!uYJsFx+ag~^GiqDKQHS^sF2?~7s|zevb6W<dxaYkMk>e%^oo(^Q>H%&)Ve
zYl7zdNnMJFT$Rs?e5R=`zGm2j{VVuqI%{%js?TtLc{H-WbWD(;;g<k9;e5w^w4t5f
z&MA70b9=5#Ol|#4hAuW07KdZgXg_{6oN5_6FOSGrTqPxyMLxcT2&+mvE=9-8mb-&=
z=smqory`$z-+|`o)-fo=lSkq(U_e(_C#GwAo&h5wfyf5^fqVzQzMx=WVBDN8VZ6Uw
zW8kwJBeLftp^@;L1F)m1wRMDNMl_1REVx-??br152LU{{ly0v>XpnBbVMS-<hqxJJ
z2OArNZ5n_Jz1WF+QgaO1f&6pM#YD#V8g{->ivzJ5C*~KYpkR&%jl}eJ3oQ(KPEK&1
zeYYg_cL$mKjB5^v`TM9d`je7F_BMu6{*iR0`$F|v`a*$#m)2F_p%Kz7w@w-a-NRkg
z;ue&xicEUc>+hxos@*XVIj3;II$b$AT2wAo?t07XcvnN}03un43<<9KX}L2T`wZoc
z?fdNegsIu5K}79b;Mn5sQ*q~33=!tE4hs#vQQ6y(W?nzva9XA<qvZXRA2~5`B#6YN
z+~p)9Yx1g{^%aNVqy-Gw=v``(>hOAdJfvtphe1G>>BAqG{!fAFKwpC-6Y+2YQVjh4
z{@K|^@my_+F6(}ALRlG2kI!jr6aofxag1PJe}93`-9y6d80EW;+Klkd+jhi`03fm8
z>E1&$fTi(g%mLy!yityv=0xqm{YINACLC*7Vr!xR55tMkmoSsmvvdD_>(XP{)%>1K
z89fk2Y$LEV$%;T3tss%C%$L$a3fePgztlPasYbkRIDe3*O8F%5%JU?NjNCQ17_O>&
z`$*%YAt&8DR{>s~0D`Qto*p7B_@}-R6Y{ivi_6$Yj*T52g;0IrX#df0XnRP~f$8;C
zOY;auHjO9yW2GuTvoi$wS=>C=-LCc6V{CNx+x@wKY8Q;8v-8HS>rpf?>znDvv+`@R
z%=ynRkJlbodkTAphgL_wO8|98($kY0WDf9~xm;H8iw!0yEG#T954&m8J#M2$#Z<!^
zlSv0f@JG|79H0+)@KLI&A-8z1Md@Qm_fyJ})LFaEzoa+`!om;3YJyU1xbz9P#Xuvk
zvAaTzhw4C{96~_Q5W3_v-oxq=XF#s@>%SnH4Jqr^U##v$#*y~qzBOo|P;E#HxDHPt
zi3oYFqUau8Xrj`N=>_As{WxgQm$M*tNOte+{OU!7K{4n4jD&-VlMC{p<K?R`Wnp59
zCGc$SXdt1HRAG%>U3YS<DppphaFdS}ca{cMExsQV+(c+gq(rbo!&D<N19W3@Ph^`m
zmui)`Nn4`(R<jj?@4w{|9|Lo9%7)rs5MCbS>5X(pu&Jp}$Mw`yEW=mr#~lRoF;wDF
z1m1sWrGw)L>71~H4<r7@BOmm01|qBcbO(W=2Rje;D~{T(%nMRosv%lQG(IMJ8%ng(
z%ORmnFRtk#eV3MMr%gP51*Y!6yK0OEO(n<njuZ=d$Ri!zV#@4#Qqr+o2___^z5DQR
z9?4#snT?Ck+gZf-_gms${Mf<$xu1WM2#(v$kEEq^E`C~jQ!lDdlNGN9IWlh)l}JgL
z^!y&CudZ(E(R%$X)wAthwMapt6s8pvGy+MhRIMU*Ao(;bCMHI9y3{DAsF*m10|#Pv
zoOHd#9kMNm8oF@%jfP$o#3vS#|HgO2M^KDo0B~x2YvXBX^Q)l2#dgwMVd#4liW0TI
zW=*w(i4CeglZQ9CQ9@z|lGK^os+(l)`lQ}okXWj5B1}=P8m1|zSVTV(lBbpa0%UIK
zz6foDzODvG4XbDoD(xl$yxB)+7o?GsvZihvFojI4{TVVe%<;=$lSN9JC#fjm!(WsW
zA*(8_sG4mY#FJHGFrT6h)jFEZm33g~X2AG`XBcviZ$%|T_c~{gNO5R#d%O4WYP!{p
z+Yg5=`J`f8NMqj>ax5xQBpeEUcm;>{8Iv?~1;3Vb8&!<^`>S6K6)|%kE+^sO)&9-<
zr#W2GV0X+8+m4I&%TX`WnW2xhkco7yyr|B`G?;%{mkqmHg0DsxT_^4<hfRV<XQua?
zE-oeve<ml6xQGp9)@ITI(@}{^MV1oTpKeM#K%K6$NIKH$i2E<WH41AhM7qYSvl)S2
z+S=+nu0O16pkp>n^q53KP|20Ak&s|x3v9GqAjnYmRR-|I*KF0*vE5S47k8DFgO!-X
z$e)EjWPKb%ygzXaRAWk=t?KSH`}9|m7Tdx^dX&2eT&_8?J_2GE#f?c5@mr*rXiT!S
z;L?5Rhn84>h7v``u&gGu%p>Hl<kw#h;<AmN2~Vm(X|OgO+Ox_WvhXzbd!pv#BJJ*e
z!U?Okbg73#%;hGq#kjjAE674cLA{)Zwc*#59O?jI>F;iXq(u)CYx!`0vmsl7NltM+
z*UgbsnhGUnaM9wTH@C?pCp0QfurYhcvW<;K&hi-P?f@0<C-SWnlD5=(sw()IYO*qI
zMK5U}f!)%;9Zmn~=HUcL>x}$-^D+5M4dnaubWCeIyV`xRBg7_s-KKUl2TnYYWV-?e
zMvWBT7;Tv(EuO{H4wpQm>L7vix52)`>p>f@48!civ(Ap)q*^m`pFfWKPtw7$+ZWLz
zg!i>DA3xfst4h13BWv@G0%&E56dBh5CJvpiFO69`j=!N1oXZm3TY?jt7#b7P<|gd`
z(!RWc-V9l~xYe;}b;x~NX-%15hZ4?EggHQ6a@<%y8tLfh@QD$T9IyGao|I_+_i3&3
zI61(Dtsje;I=tCx=x|=oAjZ8@mPq)^3dYn+zN&V2w}uEsj#AOsS|?0VNGv7?2XU;+
z(WpzgfjaX2+?=NO*(%=a^L<>kBKndUF%QWCIu<gEg&o0tdDn*#?9KUBhv6@nk)1Pr
zDZK%H9svh7H{Pe!#*05YaQHE{lJRC52G7>l80*+!3x1C6rT;YNGPt-bA^v3S`fzKu
z#X3(o9r6RSM`D3Bn=K&$DTUvq#+`%FzHj<<i`x+wuPYX!MfF3c-B9|_#Ms1P6{<Kd
z`gwO;TYjrgVZkdeS=IxM2yC`gSHA->wUa()?nRkeRkgDtLhW(g`gX(Q_b%S9#cq~r
z_X2juG_kl$z<EeW(}+hgcccGP|L;4}iC%3@i4yH#g;KmoaIS1gRyP005D^z{g?l4K
z^U9_{w<jIoUMS&tPlk?}-cZN&y&v<R01e(5tu>!-ivOb+FjHx&{c8>h2NX`e)sSHO
zcH&}>VG}ADVyA2(-YSQK#IUGgvKF8?sLMfic0Ss3a%AQU;2k@7bITLS$@fKVr>~Ml
z6IdiaJJ4mg|3pRZDTMdytE$FNH%o94e#n#h)~_dpHKY<I*`<aGqH|}L>gVJXG`yDg
z7ikm6!sQx5lOFS;Jj7JI`&qw7pL~4JTgMZ<>K{gR#g*`ae&};B3_IB$(UX*Bt2#V~
zG=o$4?oA_I;!~5dM@leo85qtcQ`#66cf<iX4S!9+tMUadyi6{w6kzbWG$bTyb?dfw
zEOHItt8gGd?AKD%YI+&=Wc}B!&St%(u5HypY?Y0Ld|coa5OCW6O91b`O?mLkdd>&0
zn$l3KizhFI$ESL=jD_V`I$<0JuSdZ3w>3K#R~r{+x^Tt)DFSES#Mb&W8s|Rt_IJ0z
z8l69Svzvv#F1YiwpG{h0e_<oQ&oOwrbEYizc*gV$04n-M-dM`Ka%E<oLi@#5D9o=f
z(tb=B7~7Fo=V?QMtNI%}SGKl;NgUum=O0jop<X&t#FKsdpn_e(=cTl?-a72y(MjXq
zUY~cbXCx3nUA?{kod_`gZEGf#2qhKq{WrML>nDXMHB%_oY%u~K%>v%_DdsQf@j6sp
z@Abo=&XDg0d*#~X^X#7+x%J27<`M>9juI?)d)Y-jXUh`{lu5Xf;$<W6)9IxrwJO-n
zj+USlUj9~A2O|!>v|jI6L!y18^ZBXj<wqwiiP#^sV-&2Wxm_Y!dA{)S@-`+zBOoxh
z;;z|iadX?t+pD54C>8~&9_N~Fv0B+E3<`!215Od<KhslHWXiOqjSgU{g=_}p!R@(*
zE+m1zUwx>s?}{<Eze@nqf;UCYrW2To&Bf<U)Msp~H4gcyiStC5$G-`(gr=ru4oH?z
z?q`TTWmAPngW&?7p2mOd@=YHP#`}6NsP}sxW6P$JCIHZVaCjIRNX6s8Fr|&BQH-c&
zi0hCf_5^8FDpR=)yz*aOT~Ql#y3zr|#-QY#rQ!Dfbos~r;^Od&$6#Q{5UJV>`vK`z
zK}l)8J7u~+AQOQ7A4ii2aDZyT6M%R9&%8V&(%OliNR%~vu!!2+FfHnA8BaY^MMP6Y
z*#ql3Hg}ds09HIy?V<ltBmk_4TyJp<arG}sB5)`wr!~BM%T&wnd)BpB;Wi||rQAEx
z7<mR_0%C#6vyL|Jy!oCdxTeNlYJp*?(6qsr%KF9MkQ1LW`e)tq)<{&k&7}NUR>60q
zfW03FqF1Ls#P+xtqS?bBLWVNBJ`&tS8wYD{IDgMn_S8D)wpX#aLxia`G-4@|8o;&i
zlsQg|qb@+1lU{FxWYC|#_|JuPjJPIa!bYXKL=lk+J0beQU-V0hT3PG~z*u0CkR&yj
z^aAxn41ix{cbQ!TA}Y&YO#1wruim@51e0ATrE}yzB^QMf$Fu0!>(IlYO>?ondNDx`
zwnjHSg1G42QGd}DjU*<q{C3e3a3*O+YwejHPI$o4e;5b%;l6y7MZX>c;M!IX$*yv7
z{#|GD=6}n}YgZG4(cQcJnqIVUry)o9=VaL<;vJ-7lM=-D0Z8y?%T{AmYoV5w;c4Qf
zhMww}7aM+UzNM`^Xj1*2F^;nc7?IZtdOr}t>B31-WeifJew(dTADEbB+HzMb93(u?
z^gHq8{^3BG-@G51P$Q{ECc)+`hJlw3yQOnsq_-eZ6f4fhYth^hhm|ajzc`U>^F><#
z$hCMG>gCnd6B9M2_31*H)}|F_#2B!?p&_+gd!i)D?DD698eZN!#m;e=nZn)6DW1WP
zbV{hJknTM%!G~?iP{L=J%DDON_$9E}NRkwX<<D+9|I_=<rni$o+8lbT@^|@Qo)eO&
z@j5j0IOK;)#QVRN#QImfxi+}GW2|NVm|b0eGBXquw3{}+sR$hHe^4P>J#eb2br^n4
zA*n_S9)>mFS7atkN~|J#I_q>GDvL+#nSb!lpJn4rw^a%{rt^_<bWutAno5r5yotKr
z6;W+9!Q~i@+8IL?&wf2p3>8aOX2iflO9lFtf|~Dyf{XKrRza?=Q^@bOS?BDg{JmG5
zS|-@zRObhJ3kG!B{KJHNy@~YgZkmKFU>qxSpiFDm>{?r0Ed^)^8oAW}jDzNOb_hB6
zg+q=hp9Um%OF7{zp$<M5MwNV%=AsFXeexBwUFNeTfcM83?3~^DdrI)_O^>*jxv_t-
zOF?5arQ!$NJFh(ix$QqH%5nCV{4UWa>($CCf=;QbKX0VO_aC4sT9@c6)1;53eZ5^_
zWev|{s7~oEkH*Icc@LRp*!f6z!xR7^bw5B|m|##YUd!h!+4*h8Pja+H(fI`=NAR@H
z^#={Rc;=(TyK|SaWsszfmzzTj^*2FstgUv_n18t|Tt|>OQJ+`Cn%I+UHY4|k3k#VK
zANX<=Bm))-g}mTd@llFG?ugLIgrl#nJe8fQzAX>P@a>-im9Zi1K8HDA>Enpf%!eM_
z3<?6sy0jn18N_aQ$fhVEXpJ%77L%>Y$(>WAs6=sxUma%G^OR325W?X*oHvy>EIwvd
ze>z>ud9qZ?hh1J~<hxg|MK%9rC>*g|jdP1gB-HY2Mu)XBGT=S5riA4Mi;S##@fFhh
zMDy|AnM2~#SozPoIPisz?p*iWn7RF2V}~r3sGf#~9&$5PA8P;O$$!FW?n=ELmB^28
zkIdGcGH44Xy}lL;H9B4HJCS4j?IpO7#IK;Jp}|jK9uZDuY+7&72Z*RQZcW=wk*6z5
zvm@;Y!7i(vZd3&-`-Z((5N@I@$AtxL=s!H^0RHP28&p=QRPa~*TpZvemt4$$R>$f%
zZrT*?I4>P%>EF(l3XUgu7e!h&)EeqHkFX7tXU{>t%rPyk%xUATsRy)d{}E3djRi+E
zmB*L1lECEHZw~x?9)xKlPW&o86%NP5H9*QA6*=#VYPFjwm6OieEE+5n_F+aR6$~#F
z3vyi0c4M0O{(`c~z0dKxOK<OJ-9GusP3EqW|NCkWS+0$ul0)v}V!d`Q^dDnxz}VKd
zI}USq*VGE*uZ*Re!4aO$VQ)Se0rQ7kCrp!5qDXh8%N^>a#k&if_=8~4>S$IdcE8ew
zvue-5<}l3ZwC6-NrTd_e{vp^9|99@B$(QW9lE9<iR8x682tjxMqyQ=Fs)#o0@AczE
zx28)IUS_gc=;Qu?aMxXO3092_pN%}bimaO68CK;Pn$FIqbG`@_uW$>MOAh9V*cGH#
z+o^~zN%wsFvMOPJnM+to$dCPZCr9qW0%NuWe6K!o@B_I@Z`EnmpOrk<`wc&hPtZ4~
zurC+fAeg;Cqv6B(t+JMuU1af?1J|kj234g+^$oz*N{gK!TYS9PA9M?^(o9oG+e?1I
zJ9WT|1rTuFuDqb)xLS)wF&DHVH7m#5sj&+E--@>MY|Y-=AT}v$J2^3Rz}A<`ud)%w
z#gve*@~aSTGcc(#p-w`n$DL}L?_$kukRl8O1+{Fz371z=*0di6e}D{sOHIsGdKqxI
z1}(h-TV(r&GH#DpZy??N_6@aSgy0l}dY|3>C5S}VnB`$jjBFGRceSVecEH__K3Y|i
z-Bh{#773?n(b!m7T3W9TB>s{fSRo^${(g}}Q0)s?dEa37Qd0;2t=zy+Uhw{28dMO3
zqo=<iy5b!?)Y1#AZnG+|NlZNAddrD<o|lZ{SS%UsMJL)P^1pBN<Kj1GHHBPpE3fdP
z*aEj7*mVcWoUQa3L6g<#s?ErhzIGfRpI>iyeR4=6Wo9jZ+Za#N!kNf1bNmMVDSJ-X
zXQ>e;hg}2hbzABQQ~f8oBVt*>xKrDPrOQSav$7h^;-XIl%UUq@R=jCpk0sgh@iAbs
zhJ{BZ1cXz&I$d10g$RCv{RNHM%b?-&huhgkecw=`)NjGKF#QOBeIYJ=<WD`ealVP*
za7MS5Naz~6BH<4MYpaVDB*AwEj_>4xP3%$Iz2}-)@4)(atVT03T6Kf0<BNVwji`}4
zuNr<Ga8D+Kt4OS2T%5&bHEcr!+|PhvI6f&!%P9NPr|54X&(xHZp#H$yVE|4Ouag(e
z#L3e}rcv)^lPfFNVPa#KPATW;X2-(ZW0;?%x6A9NhfDTK_IX^Pm1kE__i{g1H+RDL
zfH%hA|BQ?9esWxXzSBs{{D^&G+7%`dGSUAgtRi*<QDu-EPcB*QXCHDc*Qi47O?A$m
zy&Dk6y*HDaLSHF#$g(7x&cpM3eY)-P*o8-=$`$mW1_r5E;HWyZCzhij7>b04WGW#S
z#tX;mA6X|s$yT)GTw^AvI3!@g+HU@D{{BAiP;h@+{LKM%u4xk%;WboySlD}i57O8M
zS*~zaC^pV<+-T|L3tBlU-<;qZiedd#R~@b3IO|v^QWhm>85KTI-_SC>ov-gy#S^Jq
zQ=iyydr7`^mU&dTFbE=4fA+r=A5bo*1vEaZe)!Few|`L3=``60paSph{V}Je*4ZgE
z$xG?Kzq6b!=HnD73H5pNeS0`sNozVO(sADw8qD14tH#Kev7kcBlJKr-NcmZAk=)o1
zpG<~w@pysFV9Bv)>A0T8t2gnr=%mO14Ux02raeQp%rPo-H9Dx?7#%&TgooKkimH)V
zKMVbaV=PfKQr*idmou*_`{#v<D?1{H0UconAD`2z*?ph}nTQ%|;`v?x`9Zf*C(-Aq
zl*xdKhK8m&>^&3|-rmj!#v7&dk(95P!@Y63Y~1$n&t38=TopdQ52BD5eT$ZS9)#zB
z;2+*^MI6r`vtD#=&HY8e#~<7Z(-IhUn6E-f=oFx*qc6qI7Ucdb*Y{*FS((T=$Ej9e
zK>w|WIOyuiy}6I{zNW@}!g@Gm@&ksFQgU<ah@_K~U_q{=A|iWs){dkU6gmMuG*smv
zx`Z{UXShgX1EqYPOyndUUOYacyBuY>B=e{e5TR#&$-a!lah^)1605-|?iA+a#C2{4
zqGV)bfWoPyWB=n?*$PGLnhmHB(1@d@QmU}@v@#R&)FyffxRIf_IQLg^+Xe903zAse
zjG;!-6XDo?9?$<lvH6a8Qdo5&vI%5Y`=1k~IK>zge<9@@zwcXj^j8|O@@A9U2$6SO
zT{j(xFg{^|)Afv!U`sHA`AJF+4z`c{lP2+!E*%1ezs*cWiN!@7y0~zyjlxlPlNwlZ
zy)ki&pT@+1K<H6WIPfqFo<c9vQ%x)56iIR2gP$j(gZc@1Nzf6j&d#_NH%;@d1h6Ev
zP03Tm4CL5zI@c9AOJg;=fC`TU=(HFeib8+_0lFER?Mz|H7O=EOeK&~>r~*Vqf^TN!
zK;a{EBaHP-qty;yc^6v`SDf1TNT{*+a_p;HO83@<n3v^JN*m&OJVk>1e}kw&?E+A<
zcCtBbcadNtH<e7~cIDVJA))0@SuxZJGAphV)}?7#cw=j8R^|0<UCQ(m6`H}B1xXZF
zSLQ>O7G*^go4!6V)!7Uh9rDp4Iyyh_lQifuci@bSy!iwW0O)}5Ikr(qXaD$n0?x!8
zP*3nrdXP8}R=CehOlaclQ3PK|Me#kovDIhbX)a9ZQ8j?J+VIZ%<}}Uc>GS<6dh+R=
z&*u^R&&3>Fp{k7jcDVc*6Sst&_O&;k3*~boqH#&3&RZM6f*kYl$=6j&r5K}&C&h#Y
zf73-XRz(b*ni-dKaA3@kzo<+?iCtTz9-Kn0&}4Ge)&1Mp!rhniF_KR0;|)|eFk3pC
zo4Mx)@ZZQux_Yab)_uNnT|BC7eI5?O+HYjZnan6EYE<So)7M|F8YX(OpR7x-QB(kW
zD_pZ(r+Y%atanM(-pSMQCY20G)DH#RFydYG2hMf?8pK$aHxnD<Y`g*k0YQFnbArNs
zavLZ(bpGF&A1rimMqYwhQetu7(n`|`p^IHyv#+oJ<|4jjH)$sv^a}?K%n~!pWquir
z`2A&snixjbw_x$?K>uPe^Joe~R(cl@stgT=Ud&dLlZX3#P^^o@g79l~>%p3u*yWl`
zJ>JKWd`^qoF$AW+*VLF4HiOQ^yiXU=0KEnZm>EFADPXIrW@`o4Ao+Q~J*?|?F>7g7
zVFcJSwx`wh&^MT>pvVI~9PLGVx^wX}OC%JcHZ~txF^LbWS22)>a#-+prF8I&yN&%l
zyPFm-`RTJKo4MK03V`+(C&xrLXlTy$MSNRj`j%14&y4J238mDejEo?h@L@}`sofn*
zeL{G?i`6l^)=MzV{&Id`vTQzq30zBkef{N597QS6BV*pWBItiXIhH~a7l%PHtfrO%
zUEy8?06d^WCH2P-c}#GV|D~n(qHfDSCcr*ooTt`9-HtcKT~W~%ADx1xlCLvR3YDaj
z<JU*TiG1fPo2DsB_!%wjv_es83dA|Qh=0AYe$khLwyaFQ7rhNEh~V`6#JGh8{qxhL
z3JAo!HrJd~Mfvx}9Cp#;17&?Bd{|c2Q2w;69}3DteqO|iY@ta+L<$caKVQ-F{P17|
zOh#sAR349=CD5V-*!04=SC$s*jhX|lZ2>W;Oeu$bxyyqFU~>>b%bji%x(&t&x2H?H
z{}oRL21FAR6TBT;oo;6B=e2r`V;wGQm}F!wx$b~0In(U9uh@=Ek=XH-Xd$5pe`y^F
zYBM;KexoN~{z8*ac9joUFYEB!tqOadb@EChWqAfiQ%&EA-$AGy%~BdJY~<Q{R(h`N
zvZG_e$v<VHE9j6Noienwq9FMAT`T<}J$&k~YvWU>tt46;EpP#U6V|T~V|XKb+7XfG
zzQh`0)EiJ5vFGeAH(OyM#~iI_g$-6{c2P)#8cU};IR&k%GYSCu3^<|5hVNcF&fcfQ
zYP{;SG~;Xb_`<^S$1f>WiOAnkVvc}02cm+qmnYa?OzN|tR@Cw3WtXW&1jp-3)6|B^
z@!wNB+gR~n@l8*Up)WPeFIuLl1zA}aTzsP#5fMk@hn*qLAA;z_3vH=g*eosW_ZwvA
zh~ZjTn3=Z^4&a;hQOVQda2QkvJ0mQ4{|&r7p&ZT>$+^0+XLFb}bTp@iXW>n=X;GK!
zMCR9Z=j6=y?NMWKdX&l%2?3ZPVSdR>;J`6p;<36I<VHt3SU56-Xk^6d=_Q>k8D4~f
za_QsCKeoEEgGNB0-@4MJrxSx$UEOr(j=4}z@^s88%R`7Nqi;xE3We5BGq?AdTS`iM
zy8~ZpT2H#Y8^zkl(C{ySu`v;01w&s1E7gipff+8%B&Yl6VrdDDf`Y<Hh?-mbiPOu&
zV<?Uybh(YjNlsgL4soF_kria$cfg(n?bZiHDz5x)$7v6_c9^%<{ov-deQ9N=zq0<h
zhmY7n02Az9)`AV>86Z6OL+i>SX45fPIjN#o3JUG4g@gEJu&a$zi;z(+4P@cRYH0_9
z))w$iLqbw^ZiTCgSbv-Q_t87dokbk5r%zjRXGQh_{Mdi!%NMeq(D?01(T?H{@K17@
z4}y{@B*-l+EK<Z``7NgN`54*R;gd#(fi0SKjB@jz!=e}||5=U#O5#-pg=gS}yS?^&
zQ$-8r-|7bjwfC1y<VUTq$*PBE@tO&+Uf4L7P8u18&zvMAbvIYTUd%Y$z(SrUml$jO
z@L_r9Jgw8jgl~$@nI32U^B1nspGX1i?EthHwBg=a_|bPKD@@L2LfI?s+1)4AJ-*rP
z_4R6Up;nJiH&?)|P}a!G;Qurs*7R4>(a~8v-5dk|ITpY>cV}x~my`}~j_3Vvj<AeP
zOf1~owzi>|r?^LtM+Ylp9U(yPP|TB_nTCWnoYNxcd_XPc8AC!{CG^&DL`j^;!NU?3
zIyosNMxA{;<JT81AfAZQ<BTUJHM7&ez(6)e+<_J3<0t2-f`*QdyPYZ-Zr1BPlys{E
zzZmt?d@yBlp*J-{_zk5x)Tl-B4qz5AadBb8!omQC=>^#HUBQoltJ<Wtlj0fpr@{pM
zOEPKz)!p9ODy^=LsoQ9pg2$pu$;>=a{M3j?EgWawbWm8JG|ko6Ux|9JH?sa&HjCZJ
zcKI&(g~idD``^^`hXk2O_Je~XJDZ9OLtQCH6*O6Ke-MY37U}ui2evuSk7YEb9`1w9
zrPTk$5EKmZ@DcOkuN8D}s3;>KD|Q4Lm0~&+>!eZ3|4IiUBBKA4ZF_shUxi{xn~98m
zCh59>TO|o-_hcR*z{SNBFH)n$Mxu(w>^A<dOGe(%F#neesjzpv^IAs=CiusaS(u7y
zp=h;V5s;36k6rEdQy}R^{gHP>CHdFm6P=rfrD^KA`~-Ac?#9G?KV9V;1`G&)eQ%ki
ztZBJ`(<>cY`i!6Zj;Hubiyy;D1mwR0M~Qx&UoUoEvW%YYN9O7_x;Qr(xY5@tMP+4F
zC`n68%T;q3GK|qjYqS19JfOlDF(A{4mrEsGsrssHWv@7~1vELDL)N?f55M@S>*~fn
zULT%r$N~C28h6zcl=P257OqB+J!O~})nJ;0W+Q<WqiKO>TN7rZXkc_kN5=yTE9#pl
z`2-zyaCSz74HJ`~o?#*o-!L65B6<N_D;k;%Se=%7eWIei$+#5r-@KRJD>@bbKt@vk
z3J-_2V8%HY+;o4o78m;ZWU)JzLX1L$Dw~AtH!7}8g|^qa<Jp}u!8&fu%@z9M|5;5a
z4S5FnbD$azO*wq0s|Lkdy%E}G8rFzHeYI4m3tM4x%be4b5+?GcEExK~nFSVU)~TVF
z;PRhpoWjob(a+Ja-YKbL00cL#u9A%J7AhScnXN_|VwBCt(AjsmKA4`kOCsRtn2mo6
z0t|zjXrKvENWFqn`HPM^O+8mIx6hWiVPOMSCb=x}L9heUqOCRMi2~|}bB2=Jk+wbY
z>g=DKRP5*wWA-~(M~>2~$a=Pqf%juWk<kBsPL4d2lRtc4BcVr=$s~3Vx27giRLv>g
zvqq9Jp#F2P6lpaQVGvH_KP0LjZ6ImL1h+PEM8CRP_2qJJ&$_&_63m>%yk@BB<p!{d
zfX#_e*qgDTsZrA0a*(A&9+p%HdaA%qd3`SVyN-?pU=JQ<V|C{gB=mLW7oYwyc#T1B
zo>@eZ9pGP8KS0TZ<Uoz(`a$OCmg0~zFZcLwWFDKb_Q618n<BD90<Mhg;6dw9^E^2=
zhcY&`oe}!g{h_ojRn!Lol#59Jrhm3b3e~W~uvCd^xYG3LL+HMUX{ZR}g;syojj;Aj
zu78P~Zv&QcL{wDR(*$)V_Eu%1N?`neK=~~TD*ri;hnKh=Z35j_8`z|MPe)k7d3gXd
z%57O+Md|3!&&ZDT)6_H{wcJtB(*q5rJw7hy6s1u_MgIOk*Yrz%lCnOXIxI{)F^ola
zv;rB^;fuqk)1jCTU2s#vc@d|-Vi=`irP@GQOUy&fhl4JKB%dpVhD7DB{ir>mHDVF#
zT3Oxyq19@bmp=lUX(odjH5=RXc6{~N?`)>9+S=L-fE0L14u0r4o*4y!;!`RT=2BwH
zZ>c~1RHw^~fZ`SOcyv`n)|8=^k&~%fn6>64d?-r8V6M=dQdO4G{s0Gz`h|iav8|wp
zRlZ^&I!!E1{io6^UApfpmhR3%+k&3vSdLKH-A@JfKEZrfVL#*`o!#k4drbfzs#+j2
zG_{3_iVxHNp}nfdDCPuVfl){c+M|-tSdE>v*Jya3jX?0*31W6Nq|*pK6N-m|2e%i$
zOt8AE0%J{H>=WRsnN)IO-}y@B<&}Sx^BsG{86qSUZp4Cj<F9B?l$U^^sg<?m_w>B$
zLUzd7QG+bv<<(rT#ZYf32tZ@qurR^=+-+?SE_6Vgi60-iLocN7=%(V1{F^!Y<4u?Z
zZ;AN?dw|6p>VWECyT@~Ak4uA0FC{;kxT#Lx{mUWp{U~I+#~$8RsQ=`qaeQ$W(DC#>
z4TsEEst^JlbU-U5yjE6m+CjX!3kKqM=n?4L<Y5yIjs5)xMn1f2V-qd_Iol~Ja!N2E
zsnXN?D=1kX9{h9e%F8wXg_D`YpNk4Fet9>>u(^pT9zeqRoHpb4Lxx*>RJ(+}0=_+<
zeY?lY;=m35n*G3$xT_7E_!9E?V<jUhznoYfqfK@jBB_7d9+}rjRKBkn@AVyX9bXcY
zExcSGI!_Wl)J*(^|6#~B7fs*x{mg4a1F#SHoGwyva9{vks#>kxez-M`wWtITLu!W<
z(1-SR|Fc;dQ9GBE`nNZ8E<!>ZyExBk+(xm$=%k&UqgreNb$z2GX*f9jv$Ohk^eTS;
zcaIYGUsyDDcIa2%CZo!8@%wBq4bpW)e;N(LPKgvm?f!@;*N@EKBThGje$M%a6--H}
z+rQxSk|&ry_<a^OdxJG%r9OmLb``tAeE{&?V&mY5e3I0wsOgxn&wk8dRZ@^*qY}g=
zMP1B1js9uAJ-%&@+7(0qfDI1;YOsOIQNg-#6Cvu<Vp+SN_nxH?bAz6wA$^Q7<5!$d
z8?1vJ+V>!An}qbo5A;`edl5fvh65^j{)e!yjH<GYqP%psgn*<XT}pR~a0%&>l8{D_
z?i2(Bq(eXiB&AEbq(x~E6;Lo}kghrRn_08g%>0-i-&)^7;@<Z@&xw8Z-Y4g+SU7bb
z#z+p9ebKcZMdq?CeK~ky^``h{q$C<TIZJo@@0Z{29}K2jrKGxcE#mKA2SY={`c)re
z%u>_mwD;9}vszU!Q&P_DB3k1}={dOjpf;Ej(!x?^N&f+d?AyUkh+})9ktrL+my3(f
z`yX$hBBZH^NHi*Q4|NmT+0D^vSr)%}aKk)4$61VBQXAL4R5y?rgMZx`+l-0C$x#?n
z03DZ+pu5qg*S|qzajn(<II^yCuKKSfRyl)ymr11$lXCq;7FMm^$?1Akjnlkfg<*|+
zi|a%7Dke2GHAO{5RGX+(*Wx-?{d!e-0rQ<%`*R@sArL4ZhmsQZb_!u2=kNSG!ptEY
z#LdiBySls=aW?VO+G%7c6#D0?i}RiL$;lr@noQ8qIBf)9^{4q88d<(irjXXq9DpRl
zt$tswMlr0PGZHV?tB_KAP|3aen47-^S@}yfhfDc1>*>$Uq41bwJX5>Yo?X3rZeLq0
zvIHL_Yh!dfqm?o0D`c=o@ZZN>51rXL@1i*5TX1~*??&jAy#C;ttU;&~Rsy5Ue_azT
zt;46o6a#IboS|c2TwUNce9GYnK08=PWmRSw8Af1KV~_RG<&X*9es+05f_vmVKR=h2
z9PTMC-E96azI1nYu(Y!OOuQicijyajD7#XGdc@e=oSuhMKK)D6@?)#8$=9!OeTF9y
zDylaJPuOs7y;WmszJ<tb4)NF!tNv?;Rc@wl@ue2@AX))sG)2K_Vb1+g-<4&W$2>5S
z%cW;6K2M`lJ(T$NWj8o8jW>}90Y!n%TaA9G0jupN*}^{*UE6{#{?z+k$+I=&Nx4rl
zv|c#hg3g@756zi_SQhCf7Oz-)E{v71(r(^<l-VjFy|agos7BBaj?Z!|j;E(uM#slb
z%)BEq;H5SZ_v~pHR(0Arh`i9*Fy^8dN^E7NzMf|%%bV2e5^=-yyF1oEC<YvCp%|f(
zX6?`lzB;DL6m-F^vINTWrn6rAT8g>z7jHwGgyk~{cjYb1H~FFm948`z9Ip+U)!7oE
zPzF$&-!*II!uH+%CI$7YjR_DA{vWI~#5Tb6|6<4ACXaFZGjXfJsIIs>&;U@Gt&3LK
zP~x$R6{Y-pBwfSLXXF~H^RK)uF1dLk;gAsp1r0ai5fh8*8b;rIO?r7yzv&)>*~H0J
zGa1tLPUPXk)FhamScZ|VrVl^3$fuo9<rqC5>mpd`E^DGhN|kVEv%O>vHkTH>O2>PW
zOY^So;d1*h9h=5`M%@TfQarTDzKls_I(42pYQAeM1(c2@9~2eyLFyXO_%w6_dLqlK
z%L@=$n!Q1NL~3c=a;mEMP*w8#?pf1I`CaRcB66JiK&z&seTm)$D4hU&JzUaX@Xnpx
zPVY;c6!h2$>d=wm<WR`9AAW9q4P{n%+)(8G{bJl__~!H!Q{sTmWRH1uL*(`3nD5VH
zcg>_WrE1&g1wZXQ)nx6t$vk0D^kzqexeMWgCJA>ZC5I!lK0?DQt2rZN5cj6i)WxSK
zwXAIhzTwoLs*Pg0EkZ0O1lmWlo;wVGZ)=mZX*D&Id9NxWC&^&N!jcu}bb2^zdKa!v
zjbWVqWbtygYe%RjE5Q(Z<Qag9@n=WdZ{RJ@)!S1*5B);qdqCX-I!F9?^%H{p2R~||
z5BWZOYPB9;dAzyg%KxK8ciX5w`m)_K_R{(7e`hmC9l7)cX><P4!QoSbSv`9~f6u<K
zuyN#>xsA<^$er+U9ergjwiM<-b@5seoA4ifa$QYmZdrc|sp?rjQoq?#zJ=L@W#OK=
z^!|zE^th_yyKAgbZ?g7|{zDQ!6t1t;7^+Vce!&>iW0HXMgolR*xizj<oh^BJqDT#e
z9DxwS^H2}pTSrHSKXVF0mL;icXb4XXpYAEaXJd}wNOERFBo%U=Gct~gE41C;zNPK=
z<At<jjFJq_1q=anwA^-oYIg+R+}u)dM~Crkp+}hLkb}Ega<dDx*m^awuxK1zN$ycl
z02F-lnpIeP`v+mOr*2)N$38z}`yIZBnH!f)suedpK)R)wbHDBQVI{`h!)-A=i%(@q
zwS=|L#F3W&6N%^Uy(XW-6*bGr=hL?ST8IRHHk07lF0mU;Ri{fC8SCleQuKLHCc>50
zbIca=U_+r_Hbg1Mx*n0&0FU|JDFcuKG0c$Ku`k#1h2ZRkRO{pB;%Q#+EDtb-X3;Li
z@`W6Idvgh}Zpe$1&^4xpVr)RAUlENyWltIr;F4wl{MvA1>qSFmrjLXGS(C1r-hQ7|
zTk^}W-pI&|zds``y1R#MWT>fD+EcDs$MmD(Bd4otiptHB#G$(ze-Zo(ABhPOZ&g)O
zLhoTUG^mip@K?t>#tu7Jt6bf@AtvFDK%aY2i^Z3L1Erc=971UzR@Pzt+i8X^a_&XF
z((L}j?)869{Woaruj+L}ors^kSypv$aUsURd4}Cim)di&v)pS@V~E1fI!^y`rKF}V
z|Ni_&T@<Mfv)!te7BM8fdRLWpCNgy-bn{Cn9!1FRk5aeJ!0gkOrVt}GP3{kG|NNOt
zPRC&j58b@H#8z^486K8*@)Ux)pQ&epd{vu6T2(Dvmlr2{NHJ3P`Mb}bEfCNtN0#il
z+kB6;vGF<h%o^8F7mo2Pyj62J`_}Xn0wHcMP&4;L)aT;@Z6_r)*TCD~vuRZWVKitA
zn!bb&-s3WiNG&yX5wQ{frO0uwp%)qwDhV<rN)scP!KjQE(^<f~itMxGF=A>hWshu4
z)_Hi?1Red|bq&<GT2_a|&|NQLax7ccily3LM5x!$1S9wyP37ho?;=;B_S1wIxk}R)
z2SGt9m8GvOPxbWX{%luyXp7$C{_ywT)3zVWukZFo7#YgmOlK`E#_nEQYc?{9v5LVY
z@jp~-(~8C;VPw&{8TPi6<6}xn*H|BBXJo`u_>}Ist|2Z$WrlST&7!%IM|ylPB#soS
zrN#2HFv?gg#?-FHHCag3%j1#k66V<0>1d5YbX3b!)i-Pj%<N9nZXu~ye$)|OqvsBR
z{z!2#Cd9Y;u!(^!9S>?z{%x!JR62X#Ye5_MC{Ek)u}}N~YJ@Rg*KqqF6Uar$EXM2G
zCe$10=0QePvqOBH=M%qQHQg>NFJ~S~4B^m!qNAf&5EX?^i0v6E>HD%#$U||}?$4i+
z6jieC<<ye7xPu4=61A7f0^g@8nZ+lh7E3B3GDzFXwO_Mu481=pFC%qwd0~>8T5VfL
zHu|IcG6ru`RSC=Nj!^$et)Qf<BLQ}JD6X2C)8MeYr85u2ttAI5bdMXCZGn{)(DE?9
zdrxZ#kg17Yq#J;C*&M$TD~zLl+6)bTd4+@h3@y7`m`NMmvW+zI9)42oT`UW9LSl@<
zw64B+%vZwRVe6&_{9?)my>F8W3kw?=dV<Lh;Si^qOP~Ct2oD&@V;dbCV{S<9iK%><
zZfx11bzFD!8;w2SZ}tNZO;Y@tTeoq_+uKvaZXnj0o0r~9>E`h8Omi$!M99xo&%0@5
z9##KvTl%=V667glhUI3$B&(^W2EZcpF{lP+^*KIaZKJZOr;xOtpupFQA?YoBJ?7G4
z<+n4$2q|u!Zd-o0$^v<g#e2e&)($pLZ!vUU(yTZMoOkSn?-Sa&Rjj|zWJ`IyqKf69
z?I>G_>BJ>WZ|23HWsvKBNno3Ki0l7eRjdVwa*zCQxcKaBY$C0I<1tq{^_!ayhnr{J
zq44mx+*Pe%$Ydv<M*h;PpVrMDEr$Br&Rr?}J-{)`;o<0ZzmY44C(n%TD;eKZ#_!>=
zSXGA3jM;>V-u9aO?k;y;!U!}->q82TzbQJOn%}u&SYz1CO3HMfU9ma$r<*M|)q5ku
zB|n>60D7X{+4d>I)10#Cc~`BK{ag>4u?vr*4%LLTYPfHPnBU?bG_(A*o3~>J!Z!Ce
zd$|Tw_AN(wCWT9sO1%1>cBZDLva4`~xK^shv_Hppurv5ncl%;}qoRrZaQ-DZRPYfh
zyw50OBcUJ>zr*mYq@*izLi-$K^fNsatj^9gfGSXGa~vDv%ihL~G!EzN;pVR9lVKFI
z64-Ne{H$YBux}*I*t);xR#;8?m76<dbsKuR_a??H%1p8V7@B!Ko$`%C?8K!~!u?zd
z(xXJ=XTKPlD#OuJF-eMgUVgWT2a(a7*;V$IvI56Ad^Ymg-?Qm@;a{ovKHNtk<95;?
zR6btOsK;vw?QQ$~CAavwwq^y2CbuU~<ZNti9d3OksKX9(99CMb7H-hDXUEZfuG-a$
z;pX<q@#TDW`ZEy<@=yJX^dH&Sj$11Tz01nnn7NVVA>Y&UNJx08De84^qlb`rc_rSu
zwOlo!jjXusgvYE>Qra!b)A1W_$Y5n<KVwl5BE*cdlsq@k9T}XGwh~BbA|<PS$A5pn
zl+GICS2<r^LZz74aa{!=8zHv%tpDI(k-K%}xcuqcKd7$e=+;*ChCQB9Dxsctxt4D`
zImh<fkZ3%}7>0+{inE>Xd%Q{>aEVwIHdyePcbJ~s0>`wn@1bi$Jd>a<W|R(ymJ7$W
zoUgSpY<6ST*3l7S>C&yKuT_lH!;+WRGb0)qnHKT}g|=h{_Fa2Re=lJww%d<h#1eR6
zVutivEWu<eYOyon_0jf^?P~tH5?r4oWK>@4bN=yZy<duj>7^X+cYH+4m71yV-(*i$
zB`Z<zzzLD^^>q^xcra4AW#fSF%}YIRB@i`Tm+akC-)AsCk9g`o%<i)`gz-qzi~*cu
zrpwsxmlyi{+ha}1<%|4vmb+uNTA6n8Y1hV&yO#F4;&qmclg#V4<*$Cw0O1zni>Xq6
zgKqoO+9>|X=X;EnfF&IN$_ut|aCn}d&(waFHe8rUc74N_)7UMrju1gFDjOLf^)f;p
z`mSyk5fP`Ysr&Zt{{j-(+1s<T@wL@3HTOj&XR<P6Z7tqZtE}fzrgW^E8*cge2zU7@
z26Q}4!DV}jtyiO?79Xrv(quz+5AOOyfV4XaIM+9g3p#k2r&KaGMn}HIV9L9QL?-H(
z#6I98iCI`N?tAe(awm!O;nh@COx>vA2ht!`<pokNwc=B~Pw?S%LJA*!B|#0!{{aK@
zz(}wKTqoM59O*+KaB`pf7Pirs$Rw5adUe1w5p@K6W(^)`6qH9|eLMQs2ic9=!~5A0
z#p{ztLDHv&M)s5+%i`)A`ae`~FIH6a-Qlz?@Oe#&d`#WLjg0|?P4hvYPO<d1zn@jg
zs~gDm`I8G@$&5RhkOPD!vYvbN4<1WmOp}x|m%j{k9{aF}OYG%cs??k=79Gdr>dG)7
zqk)q|5pgfFxAtr@bH6t_=?dT3!NXNme-LF#@FqdJ2c=@o$)RsMTyXR|O3HeP--oe%
zdBSVD@$m7FudNxQt5)t9KUyCe#h5>TzN27~KXd;90#$AC%+DLX%6$>o-91PhyK869
z(MY#+Ih`<mkD7rbnNg~zVe4xuTN)4yz7-cQ{blF8VQcwXr}>$YA-lRr86@Qh6T^_o
zy$}}nu+f9e!DDl5LtE}SNmq=tTLdfI0;evN1)VgAJ6HxM*Avt3FCS;I26XP|6%Pnm
zDN>giF@p##bu;WX*|@TCu5g}~vy=WH93!BVFD`A?wK(NV@VlN%j^;=v3;X$^wfp_q
zyocL;R$BVI=f@wRs*E~A!#}H$w}ysr1w;mxd*rLH6CxeDSg{bINVd!03zUJ|-}-lO
zNZdFi>1XJP$#V;TPAkFOF=%i^Awjtqb8cn3O0rW?BT@7=nXk;x?!Xv{Ht9p{eKAd*
zcRe!{F@~HT5t5qdtpZ;4L2t=eu|LrpF@L!OEU|;U;LGlOx$vol;{fSly@~k8Z`33G
z9jzl%$p04D*%z?jHq0-slkt!;LEi*5&F@NSOhnzohr4=S!r#=?`(f0Sv$>$>9Hz&}
zP+WXm=V<V+^FMHC*CU-*g%n?4_@jnh-t~_ke_Pty??_)`pP+%_zMcus_xmsA-vdmd
zn$rP3CkrMP`zBxM8Un%a^6slBhZ0*myYPd)u&$|H{VLV$_W~uhk(i%YjF^iAIY!k-
zyRD=J$_H2Pe&sU{9%_eEur#=AQP03!9x`IRlDFe_^WbmfzNID2;$Q*QtFf`&)I7!@
z4$hwG=lF#)Q@?rWVc>NzBRGx2j5!qhGU-g67ySs+fpS9`OgibOY0C()6^vLZ^M!N+
z0|UE%?0%}V(`;zthpAC`YpVp%QZdcV%^S|m7Tnz3!|Lkp<h**d{5Zr$mSb^yu_b)D
z_ZcgYzB)QOhBZC-gD(R>V8ALNL8tJHSm~|CtCSJ1&4ox{g)+l8nFs7*bzEJZ+0MU3
z=Sb=q*6q*HGQuM*Fz~n?v6S8;k92c;tOY(nHV)4<t_og`=-SymUEbwqm1Yn`gsQX0
zF;kB`a4SUo$t!-d^GjZLz@R*{B|3-6K8W1C@fXulE26n=dE)0Tt$<a8`}y&c=H_M#
z7(xt=jOb)R>r?Wfzu$79-kwIxz0f$62;O))pZQEHBaF=8H9tB(-Zf56nZ9SAmMI-5
zj-q7Q<@zd@o{CUAXHsf&Cii?)R62W?-(P!xcLWHPV82yc0V|^P7J!z9zt&@GGz(5>
z_v#-+l7>~p8x1aGVBN35bdqSS4WO?gAknCjkTYYw=W7jcp+1wFCX=b{b*$E;!+0cn
zIDf|hzV&{XkHs!6-<k3Is4@_?9&XHsM@Qr0Vxl`O)Z?KBO%Ur29ClQfKU&rB+kMPY
zW;FDFmO<L=*E(~HPa7%!n{2D|8dXnBZ+Bg#X}(qcs~e~LC(Y)1Sawp4O{ayySuf%=
z?<}1*axGH5@0OgSe@TwV>8i_eB`ZB4qmJ|CIZ^pH{on5O1oUh)<;2(RrLwX_ku-dY
zNX2!^!57gnkA<nfua&*V*TOPv;J=qA9SF0=2vA4;`0D+AdLFp!D0r;Zd%FM{es!@l
zuUJL4(D>5lM5fG(o^y+<5lfFBJa~f?9K!-^JV8z_y8NB6=(y(E2c&gC7FwRC^v-FQ
z+Wg0wA6+gfH#U^#<#?0AyKSEiF3Ks3^R_WDuvi&a$qMt8oN#&x84&3?gC_t=o@H-u
z?>DQ1f8;p(&JwsyFe8a5RrOmidA{;llS4eRmALX;-{w{=bfQ*W5lU)Hj<&XL%o`J(
zs!8u9DRa3br!oBl<Cd?KjnQB8<B{KIK0XiPsSTt`IGDm5Y0!ng1I7cA0mr1knVN3R
z)oynE*4AQ#^U16vb++dNQmL8CX-oX>kw;NcwN2gUPBho7MrC6TrJiiO>gx^|dE)^K
zexk|?91*0^{qy`n2akPhFvxJXn0Yo8QqpoU!n@_ZcSJ6^Rb)G#X|nR@DNrK7RR~>1
zMh0aw%S37c^E-A<&Iy%qZN?%uMt%#~$%Kj<tmz{{LV!oe-daxMgv$0`W37W{GV;-V
zqg?d+F_>tr7;$T9R|xl(YehwN7B<t=Y-~~EnbtPW@(zFfclJ&(zkMqw5;?L7idkHI
zRb5Aib#K66x_<xX&wkR_x=*E(U>wUQcYnxUR6_H?Iv>?9d0y)7(F$M5tpy1lBLzKf
zsz<vk{ewe8XnEuJ;E|J2Qew?w|K+~}2#>~0l{v}7)x!mo%=W%M#WuL;;2sc_no0@(
zP~{z{%!Fa5k=Lzql~ivzM!S^l8qy{i?}^9k*5*aD|L|eW!rRRTOP1Rf{6fLWE8k<u
zM1+YiB`%f^z4od92~TvebBe#Hucsu%|6yq}jkCP`z(SBN*Nu;_Gs6D}yLY&Zgp;eP
zr+<~__-q?9dERYfrPAafVvspmPmcTJhdbjx!$yi2^k=L5yXJkd0|KNKkVr<imUp;#
zrLnYpJW>hw64<(@rl_U-N;IQUmckIbv>jVvKET4lLP|jqzV$Ue)Z>Z@M!%ebLSVW{
z3vRL#$9HjJsd&PgnnY*_qm)-J3kz@l+x$Werdz+K%c&Wp{0hBI;IeiDM__kM<hv{&
zOTcs>+A`;1wZ3@T$ypey$eyM$<zCpt7C~wqkQD0ZGV3<9LC%|LCf~Dx87-(d>^aPr
z`r|WKf`!aChIbzSWLo0u8F7<XnJsx;z7zMx({-q*WPGtGBSNtATo8~jY9P|rL%X^d
znMnJXZmqUspT+c_`22fJetdq3OLB!HCnv+g=SqT)Ph1igBg;1VRH&l#ez?{#uC#RC
z8^_sw&4tG|bX(e}tey}zn~D$oSmH-3D*DBg{28xrW5d~J#{!dvkV4l$29sGZev{7r
z254yF&_bwqs%8NqmpR{2s4#B8hp?*b<s~dADER5ECS&`VEC1JR3KyyS4uw3-25Jh{
znD=9oQ5Z6B-9rloD`NYWYhorIiJg3m=f94t<Ej<6L|Om@k6h~QHg51^<<V4E=PWDR
z>R#|eh~`AGW}tx;@9n)kuWtCT5wd3Ac<1H_Bj5Z`Y`@ssI}90E4}16U3NySr#FST2
zdjfsu<YM{vac%B}bGRw5{I8Gqx~yxLHzbMv{3&O?#>PI&!7Ukfe0+Up_k^B-VWi7K
zi*ftq%R3hQqSZCmv9ZJ7NZLBC|6-!D!(f6djExW#ZHt(iT4m>v!l4?$9~z2X+UmI0
z*x0+f)J;%QdLJWUw)Ao*t{%PerAe_E$Q|w$QX_0fGhR1oJwuOw+9}Sa=BlUPGccuV
zl>1KTeolIHo0Ko^F)!ks>$LsPEw!&nSAo*QylE(mncLrp<!2LVH8Ni5%@?p%cr59&
zBUv~hh(H>ekjSeH;#JSTrwq%=dRkZ<gfN(GA|tJ)K!EjI^v|D4)eSeWg-y;5*ppIT
zHy?`}AD?U53wnCKdR9<CF*r2;+Ms!MW-V-h06pD=TDN!APoDduc2HH>dz_Hasi~s}
z+Itf6@){w%H465BuJ4?ThmIAyR<p73lE!GGAy^)WBf6$i9JXw2gZM>A6wJOc=<0oa
z7C*MXvwue3&~So4yxvKA(A-3(`EdCA#)cCNiqH|2I};YE>GBqC!Qyu|S60wXJBc$g
zEcTXrhbuhsUGOk}Ph%VV>zPu*P*34)<*O-72}Cu|oSXRuF^odR{pjpD-F<n=${Bll
zSO^J~d$$TGDMfbRq4SGu$H95mdhmpDXow&wwE+!|vi+t4uAJ41$&%Z~(z=O=44BRm
zHMx2#JN&(ei~EV8{h^@`O~l~RPhAnCAq##Bmv7fsSCjk(IFnLB#`J^B;gi<Fw?mM|
z2zLECiflS^=<9Ef?(6f##Xm)}u}RuFc=&c=oSNl9RxOEhx!TsRr5*B#NrTX_Mg^@;
z()=_?dWl04uMLavfind79Q{(}O<%v!l(ZI3^of99MkWuxQ@^-|Blzprue-qAqiqYM
zN-w&*&23bR`TKKt&|f?+pjy#{BKR7+6&=>D1iKG@(mMaHR8i^|y2<uY&eM~AbgZ>!
z*87H&^S$5y*pf#2qhskv2x8yi5=jvVe<5F6>xRz>o&+8*uZM+0*$LuZN%QmCS^`|W
zlZWc9B0>it>9e<0)B_niIvg7uwogv{E$u|K)z7dI!~?|S_hY{ONLEp`uq}Qk;L(!H
z&evIZ&P!g@yC_LBGc(T2WN{nf8YPmAIwIQA&Oqe5t?gQDR@OBeMhXgQ{!Gtrwl7{(
zu}Jt6goOoZX}s@%rUn;(f%s0H#_|66`}-3>2>FY87z(BDp!_VD_I{VOM=cv$crLV@
z)dg-fW@egU0Z%h*81N%Yl15A(dQ`orLcxVQ=btE$6pyMOI3_07QFw13Vk8eKxb0Y0
z&j<8<cp>kyrSU2dpCC9&Q9GooOUglhVR9d%+AvK;&E$21xzT){Mct-_-CN&aBNGyI
zSuLI9ikgZtPGWSqyE(7y9&<mcb7oFTDdCWBXuxv#e(NQ9{0V}07Q^bv3-^~g+#j_x
z;>5)@!oqt;*x5x9@Lra7(Nivv>VdkWg4b33ThST#5bxfJbX!T8RJGrMQ_8U|vnutt
zP|pHg*Z**TU*UdCkaK>EJ&;W{PF>8!+iYC)^uw_7O}Ge-Mz3tb);~m!ARn<*70XA{
zQ&P^tOA%^zadrmSK_;YbpZn={5RryP6^o=K{>P7Z5_3Cfwe5?P8Rc<n>zaB#tYPi=
zggT7OIdS>;2R{!ByCB8gvj4}!BSk`&{d#yvRd00k93flo#>Xj+FZ>1D%j=C$+7nSP
zrb7KcueD7~;?`%Sv>rT2*VE#hzP2@$!V+$ngOiB_BcK2wxy|iP3O2Tn)lCLRy~20)
zm7JZWtp%AC3!WCW-$3l`?+e&Z+&n%x>7ALO5*8Nr0o@SDKT-Ede)$op)!qJjEY%@9
z7nc_<U*B8)`~A6Ei(|6UvNtNYJsFr$KYk7+4~~xye0r?_jKI*J)_!u^3k?K!Y)88m
z8XPTcY^K?hW0^CuvS)7bvM9cF>x8bXZ;^g&EQd^o5eiuRAWqr0RT7~?LJphpk)+q%
z-8<yG4sD|qIrs&hz}ZNE5MEHH>38}Tk+HLHQgsdJ&KTdm<-M-n!L6<Bh)5WxZIDh)
z717e84FB|L(zxl*${yRqgnmKuu_!lBZ|WxbeGbg9FK(XGxrqtAHE7w+<#&BcSV;T2
zhRd4tgS{d@rKzfQ*_z05f5c`cpPIVayKpK-%JNK6yUfz#m-`>O8p9mCmYnypW%v#h
z6#oA<PH4E({5mLfbZDb*k{2m(e?;V65h5I{GC>0(N>2<$KL(7_7h61V01^-aL$HL+
zFW;j~c_ZGw#X_pb@6uGpYZt)dww$RjLN#OHrnWap52pAE_CZ7A;|BO%`Mj&HR#q$p
zZ{85?1=$nQN2xZjye3T?s>eTi9GX9b#h<0xKaDR-JeN@C>SM!7Yi$!4iAoo>e<MGA
zlIi+^wQ_m!dT?~H#Pj0sU!R|ATVd(5syxP(5{rvetXz&1eJcSCHezC5EFAvgn3!x9
ztFa{$L4KUtm`7;odyyeR<Hz`44OrOD+<#`Y#=y;8e|uL4*BM+jSU4~NyF)Og>LU^z
z#gwzc;Gt<}(o|Ax2?z*eNS>&-T^!0ot*uqW`080%>HRR36fE9Z0(gfRckRic2HQE_
zeKeXSM1XP+=>QLs#g0I_2vS1YdPKG`+WfrtQ-;o@G=<WZD&vMSo`KKqQxmcr2;2v{
zDrI&aRjDIn1`p$nDkWc=J}E*s_2zBPUC?2s`K+$4E)J2q_iLblxaTP?!ou-PQd|3*
zobdv_s3<ZbGxPMPkMY7Y$Oj?WU(hSR{QDOG)Bo?xtUo+3F`aN^dw<71e*vNRjadS%
z^pzMY5oaPXsbbl_adAnIFz~6kno-}mBSW-oW?}*tir&yL!g2Er=>k6L3&%etF1S+D
z$|~Q6jID+D*TP%I6E;DFpz+S$U`fJt?KojWX+lFn5YPq&z}50Om^OH_)P)9Rs|7z2
zG9Fe4A^i&+vp`RLBoc|zmCj9<>(4Ye8Yteo_vqKhSBC9=*DufaA31$@!Fi@%kzk>y
z<Ux&#i2^iXuf=Cj@N=8BH7n?HiZt;*>+F;f8v8wnds6bAmR$amdOv+pd{#Z}RN)j&
zy?Kji+{VUcbV4wO_qKFwT-=o$Z+cm!&XWdo{fmlvzsFD#LI~z1;;DV3V`8$nBtRjb
zm{O0Rf5Fq%zK&!k#HNszzQTC+BVVA~=;4iom6h*Hs|PXK$1~4*YeJt5NDPi&nQ`#f
z)is3;{p{|yDgGw#z$2Olz1w+}rnLRSxBa5terxKAo(SJNlC-L-MeXLTL=}YWor#61
zl+*XI{nz2bV<p>%!N7-H=IZ<oSVhJI<DUgQbwD}UUDbK{yy<%o9Rj1c_?zZ8#gMV=
zaTZQad{`SY!BO2}%A3af@Okp>UI9A|_ER9s{%qUYObW%o;UsWDOvSo>?+D~+>;!vB
zWS;a5FE6j*mw~><+9f3g*R}v&P;hqUAqIP}yr5G&@)%6`iepW8BNcF6JTG^|%lN;R
zmZ4+F8r-lgsT~wt3|^LYIsMjGnQt;^nuo_SyIIST979TdM6Ru!R#5gAZO%!euqZIB
z)%%Q-71M_0I_78eowM>zrId7YIV6&AvEwUNOpM2q{bIhC$?4bc8sUC=CjVsDesHw`
zyYjmkR4j=ZuwuZ)XX$X$A|)kfvc=`et}9fl;To?R?J-Ge3?+|`E95MfEp_#kxxRR~
zH-_{+2}_=I^cz_Idn$~ea(8c3;G|>{IWlQ}|MBzn$Aw)`Z*iwla&nf~7Z<bPSv|pa
za;Br&YH08s9(n)<e{7Scy{R=@G(6oF)q10XN{AA-PVa4owXriAzIIGZY+{sa;nb;n
z3j@5kJY<|7NX9UrVef|#`|et{YuK1=Z(ko~o$Xi;NN%g`#u);@D2yL+jo$P_MJ2TL
zna#ex)8*3+k$-!JO1W%DmuRVy_ZZ(c>Yqt*k;m{uPXgwjP)A+L0#6e)3Ul+kDWeNM
zLnI86U0^&w%E0hqXUA=0v4sM@^7z~5CN#k$!Y5CjfNoLYiLaO{50B8Opf}9+ENrm}
z8f}pV>Z(KxaXtvZZ$kYsmUrLbXv?T5ZTvPIEXp!N2pSQstbBOgcFrQNFrE)Cun|$0
zQCnZD<TxwAM`IkC&2T1Tgtl7Owt+}mS(zaeC+J;@>AVA<np~wNCDT};{bG;~xUaBp
zpmcM%@5jI$w=*wX_?1hip572ZFk4I~{w2?<suWR1zjz^QxlHEc7lg}I-Vq&tBeJ4G
z-FS9<cmdaOUCs^W`<^YylTUYi9wxr5C3J7WB)^Zhw;vpl{Y6sf$_YS{Mz<%v6cDYG
zUbSC$_Z5N|F62W<h)oa>6r7TN4=sPFgNBg!IN)MlpAx;Tm<_!3^gIn*Ehxjg5!udf
zEz>yo#(NW)6@X!LBaV^8$Is6SD(>hP@B9ZpvrmuS=8ZQ)@tiFlJqm}%Z}><CaQFdO
zOB1CjeS%3qCE3#-i@83723!^WN#g@cs0vU|JwASVkZbzE<3H&002oCXa(@6E{8PCB
z-|^|G)o6x5bwk6n1aHyZ<RNPiJPdO(Pft%fGpNITit_#*NR3iu=u;78Q^odY+_59B
zsHk8{9(p=stJn2w25($*)t&zM&+Rt8YgS3f;(u{1T%^CBh9Zq~Fez?RJZ+sK;`Vso
zVZ)~;8SsaBm@lpO@Z>!O5?3zZ{I0I9sodk=*XQP@R-GDa|Hiv~<z*IsPsbpYMVQU?
zJ=~@{%$GgTgfylWIz8Ns%o7&w4Zb4fzd!0|g@wc2w!e|WwZ)Z@85@#MVy6=jkV4~M
z+U~poPx|MtZ3X=qWm1;U3vZ<bjf7|jU&zg4XJ>D0@FWhEL5GarY$`&^q5v6H<-RYq
zzW#W~comnbmfis(HFfrL(MXke(*X3W+nrb>3~{nf8|;S0$|0m;rVoG7-en+3D1v_O
z#lL@gZthuSLZbKSW@a#;Lc|slDjgg=rsw6Y>#|)JIVgRvU~Cv6E%w2`x{-mfR2QEr
zwrJXEV0q2~Spx47FEpPj_<Wa4v4H6J!T}2)!=bMgo~;15>*nDRURsLtJT@V8=;!ih
zRuXWGAw;?38+$V8=~ozr@`4x7pNXcOc{|z1C1OF~y&SHCv+wgtE*ewYzO>ud2kidk
zaU+SS!(4cM+L(wmnH5kf7J0Dmy*%4~1V*#`zArlz8)UuyPp@WGZ`Wz`d3xe|>xbju
z;0*egM^N^F?VZfh@^UDN%sDBz3y!N5UfY5}mI6SMJHShXg-J^=S5a4GYkd5fB}d#7
zAA|-d;)_3}nyP9K;4lwNO$i+x9Z??8ufUh9g@=xgF5v3o2pHfcwVSXz1?7)!`!Od5
zY=>7)57vFwGVPwaC|IVUg`^r(h3)<((>F3+$zHMQQ&j9q>+NnY<BV&V{b$H=*-ler
zr}}x-kh;hM2XVH0$bWE0X_+t5p+}0#5#u>HS^XiQWBR>-w>If$xuSKOTOFD6sb!yR
zu~me|>VvqUR2?Z&n4+OU$!BK?i=T$u=HDAm_$-%xHIZ>}j9A#utMR;zMzZzvKI01=
zx~rtv=bVx8319n_cpwx?H#j)9yB7TNjr(46LLiu*H)oc*&~XzbhF%p1AU-1e0g(vs
zlU<4z`PS7FNwE9PKWm=w)=PJ5yI>-NS+OPe(pLKLZh5(Gp9<3!f*&8odM1i$hObe!
zw6t1Stq@AI))*fF*)B0T8G~ws<lDD_q)ag^8=K(n`4ghm7JFPB9X?TU4SCCD&7GZ3
z58u>E2V8n2j+Db?QGpKa_%!IV1takQ8FyOb#Fhq@F}g+`akpLGlP+t)<)x(%aNFs<
zcgruUw<cWI_-#vUKR3O!Y5bo_yY6ne7v}*IV5W|W@F4)S0Y(}I9z7u=2N8<egds8E
zIE*aZ+=L)9D*Lz#4%cnRE3v=l>!`j5>~q2~uFx;7WQIoB;`HfjeVMB$fDg$gpW7U=
zuvoz(Jx=Kb1&{=k2_XGNg%hZjG{Kx>dD_5SNmuvU>A~bfEH#crK(t<b`lNLZ{`^c4
z768W&%LzrTjUr0N2BaaKL59OdK=@)|WmTwh!$HK+py}#%4SgmvsWR&?@LVUQx)JZ{
z?jZnQ0p0HV*=%HL?5c`c3Sl<2lf_lR`z1Sm8n=LcGO_P#vW?b4$T7)oD<c-EKq13U
zO&ngC*n0Dc#176IQd<Xz@lFl8>c${qD5n%?r4b|L*Mx-3S$MaURBqk^fbZV*j)#oi
zN4H3EU6`eV#F6S!0G8543?^lWQcq9U{GQn?i`sGbHh;diry?07NhIaBIQt2>wXsjG
zE=i$?gWM4i-Jj`me(ZUT@`e(COc%eV5MaR=3f4uv-@h}Cr1RZ-@PG`3=oTNW{&b2o
z<qdoL3um~o7UZy}f30ybF+qIzBimK-$#M^+kDqu!{t^NbPw3FpyH#Y4C>g+^XbA8~
z>g&G<t*!Ok`FF0hZHUJ#8hj}UTE}NF^r(2)ist3@C}p9Z85QY<e!ebdLt|#{6ngv?
z=XZnRZN1Vee@{<tYeBJ&D`|X`OAPo5RfED2Jl~ZnjkC&(lvz0XPWFjQN(Kicwnw8B
z_ufoAoLE?(MXgN(8e%wHZBCD#l(ga9S@W8?_nz5u#-e$Q(U!dk>hvz`S-t+m#ohNy
zyJ4iCpJUbfw&mM?(f6PlOdDBs^Y$J9l5Lj-|EEe55!68ex!otOMLAq%?b4Kph=|0s
z|Br^rIQ$E(pmp@#6<C|TgmXhKk9z_!Z3uK{2ZuNAJY{D_Fn4tPtLl_tj!5*y!|U4}
zrmW@TOJEXwd2M#4?0~CXOO=J}KIgWs!&jHpud3wserbyx{2`{DTM8_!Mn4ZTmv6rG
z4aMEUi*D9J7Wh24`6w_-*<3CsL{a(*E$02>`z);2e-2anYwJ<YF8L;^M&4vA=4)~9
z4~1&+w)d8#8Vjr3-X8Jq4XERh@60@5x6qI2g;jU4nE1dL(+(#!POfeCFZ+8zH<OZ>
zR##8Q9TjrKJfaXxz-C2RKf#9(iC}^$Ym57hn8Gml33YM`>hgHUmA;t1g@vrbw{Mff
zaazf^xTt)$+aqsE_)EmZStkOFS$WnLeAVI32*^7NJ@GRbe3f?B46nNH^$_rpBKjsL
zlYxyyPCdJ`{hH~{on+M02EArtbF;x<?=z5C<3-BXdTkoNOizDX7i_wy=zhf8{=vh&
z<5phahnt8&@ZI+|s<FbVsji0Cy*ezNz}P8Q@W!74K7ljWJ1ak}m2-m`6q%YeS60}P
zTD@^NX2*txm{G4}u{jAhlH;Zzx%HtFsg4dW2N&0!-!u?C$*<$ReAWJSX}=&I7|f6B
z`~O?y#KyK}?%XPL9TExr!N|SV?Cfl9UNU)=pde{9*`Tvck(Vhcg@@3w-;N-y1vc=?
z+S<%g$LZ0wrkT$&Rzu^__uxG6{6?;yKHtYv>ILp%j264o6x!c69c~FPUa)m{cRQ^A
z+n7&=6Zq#V&~iMYv$N?yI81zBLxW97NXQygiq?N7imXA3M)ZPpZYYKjF&J`rF_aN>
zF__U2I0QFlu(;hHk5%xc4|s-4zI!<NJN@(tXNy&EB<#nk{E|Ad`ZMZ^XwPTukvuN5
z;C-H!>ray<Y4&AXK3+UH8u}{dEp)oJG0dD)p~Awh!HkFJN)fsg6h81;mYbJF#N{}7
zP$hAFHc-Xh-a0%GA3ul<PD_8kU5Yb4vzg(sWBZSnN!cP2$v7m+bdqe&qq!HfyL+`P
zR!?5nI{%$2Erc=R@V1iD?fcd@qqQ;$oX&O!81WG9|9(G!SF^f0J2;rc<l@3a%@?-V
zDWm;M`mK7lvZSP>%4RYSEd1-#2nY;}(dC?$n7Nn0K!*6)y4}Ibk`xUF8_DTrena^`
zuEq8jYUaUc|B06u8=MA**-_{|Qb>rV&*V~n{yZ9La5RJEYAZi}B}xZ!tH7$Y)Dg;_
zlk%z#?LYerEl=K1B&n7Uc84<|20z3z-MaN_sNG-TJ{-D+z|kDB<mQ$ZFwazV-(``?
z1J^j=-!zohs4i6<97hO^kKX15v7jW2sQ)mq3AKWNkNd91<sRu4_^DXKP;GeIy(I^{
z&XX%mn*J_Ez3#byDeJ9Q;-1>A?_iOltnFA<k!K*$atD++<YZ)W5R5fZF1hD-DV=-T
zA;`hu0Airr@}=t^OZ)pTo<%0X^w^P`?raGSw2#-%mO?+&N?>dy&QUjfkHgp2FH9Vn
zNsp;lR^1C4Wlf5{Nh!jaGE&!QlN2m^MS8zTvGRNGEaS`Hxu4Y~S>z*n?!HW_Nm99q
z9zK%}r{r7v>z}8dGAyb3$rBT?KPPUf?fw3&Te;4K*(savYxb9w>X+kuUfl6<MiRUx
zmv4kDLPAFHY@tV2&p@)3RusA_aBy%9rgCXGP;bKP9s;@BbffqAF)@0GX<Ktrv|@|#
zKvHU|(wtLcRxxNWJkdkWp>*_1SpMSLd5fDW78mnhz}A<h1O!u)>vxx(V{klI1w2j6
z?;pE>h{$b#ob^q<bp{7dz&MJWib|QAhi3?whN&Z%=xAcTdpCzZUcOLN7F5xjW`#Xy
z#F&WrCfB?LuVQ4TJXlYsl9a{8@eQty2rIH9Z+&UfS-!kDVmdj&8QT2vRVCn@zTpz=
z!6Cw+Ui(Ua8m4UQcYl0X?)L8dsqR=H?2EAm*1=6aKFyP;2G4c<o?rVzP`=8(OiqU1
z&@==_*Mq>9SH~4FZN7c`Ho${Ad)+vUi7-R0^*?gyS#}!)nSTRn-O{j8-SDt#L{!uY
zYzu7;JQD`D&&oCV16TWa!bD>-+>qPCr>ESWPkT>SyAr?rO_qXAH&ukQJ6NN0Y-*SC
zp2|p3v(uC7yOTdG_rr)P{ARIU%*9t@B$1|=a~m|0$!n46eO_uju(Vwx(j51u``4$1
zN_C}^!cY@5dyT=e7LusaQtI=ICVLs)fuSY$_QcFmfBEY7;tbH6^ffqsq_sTq-gc2S
zHYQSz&mzb~Mgx)oK&KMu9+=ZdQj5s2!oC37SY(@w)YQD^=2pFMsGJZ)0N`=6PmTPq
zoIda^==!m{1IPg97uahU55oovprZJVj~A(>e|mF|#73itL#LRDon6I91d-qQ1<L(h
zsLQy%pae&N^w83Yxby+Vzs6yj6QsiGe@t?7a^koQ-dTJuP(q2KH#RqGAn4j$0Y$}f
zvH1xMj3p76Fj43))ghmo+u0rFsw#<p0^w6dQ`2CE(WY*bDK+g)qp;@n4ok-oz<WYx
z;u4{G_y7uxq{PG!9uv%+e?M2|?WXHQY3;>P?hA0bmZ3{|^5X+qK1B(guu~UE_DJdJ
z;~-5eL7n5~;b@wB17`g>(t)&g<GD)UI8$RYLPZbUly3Z|s@Z3It0Pxm-&8Oh2zkr@
zo>aF?7x(*DvQTcP_8Eg|z<Yb9tYu`?-Tj;J^S%nCt|MQoZt?85cMCH9cEUpoX-dzp
z*x4o=#%8bRUb!SjwBQYI_uOTUQM}0^ZZy@$>L4yA)~X`kBdM+Ll{vU7*uHLS<9sVA
z3CTi5{g|7JS6cn@<eB<A^CM=1D)Hpw<EE4m#RB@h-2q!n1S)F@31!~oe11<*aE1cJ
z*&7=hgJpW<(Wbn&)A>x2>+8o;0-;_&<yrVBrsjTuk)4W#MZW$WBY?_k8XMWR+mCWT
z2u5b2cHSB%=<udfz>=}}4$x6EBUGN=4eUJyULr1HqRL!mRUB?F+t$|Bu)y@p%u8rC
z6JZN$G8pC6TJ__@RZ3m^SgP~(B}8w|v+*pU^%${%Bv=<a*yx-aF=m?#>kd@b4Pg^d
z#a$&TDu&yThFV(uhy1r6j9u*6Fuu%b%TZLyOddsUdJqX_#+~o<I{ut0oi|Qz!o2ao
z!*#sGehd8hnq0m*EWT02fh8QzfD;AU6@jO}wVwXfrM78uoaNnssRhjZq4VIIs?Vni
zAHdkCKbsY#A)Lc9>AI^Y_37=3HkM%k75DqUvvJo6u@}F2g`c5&&k;3Y#J>HrWh1dj
zRrE_WwWX1Z_kmD(khO#3(qC~pG&Bhd=dYb|2KOXd1rR?=DyG_a-95Z}dsyhD{H4R{
z_6eax*TGgRDh>*1^~QVu6fX)4N1^1;#XLI40HP&?%H`oyE*MKk=^7Jrm75K3rlqF7
zE-O<lKk9-T0%tcr?UQOZl*3wPX73&t5g^QbS1BR$Jep+NM0)`A8en>SX2%k<?7=)f
zK4w32{@!r|W+=0;@u~QOG^|Gk$JEk*{UtY1QHZs$<9G+|js@Ix6jW^q3nvf|6LA<M
zeGqtKL?OR_KZcPX`t-EWTt_>Oeg!)UT!O904wa7rq04rIzUuZ_0dKSX@{ij#p_Sb~
z#AJq!4J#+#<_uYbC5i&5bJAy4mBopNB?15_GVBbJ!Y3eLzJ{Ng_hBOKI#WY|3RN)%
zs2O`O4}NebaN=~zFcQvm^2s{G11@+<=0I+*k+r9`%1<JIGoatfW$q7*4+8oZ?Scl+
z(K9QsZESumFYVwPa_hj9AHB5x8uYgc>_}*enI(NJLc7D)ttcugaS94n1b@1705<Rp
z&Ub!A96pEI2*dCJh=tH#%*F^(azLf(*S1AH)(A~aO#y&>w<?OPu^uAd_}*!r8T(^n
zzD`x-3;4N&c3V7d-m0B<;x=g{>^$EiK*ca9YL|LRWFky?2Vh8s(oh4fB#yR-K?W5-
zU@}A*e03pGTU!fz69`vpp<{~fw?fgBpzs4svlo0fs$IT{pP$&>4G6q&gPQ48H#b-v
z%Q-o5W1@#nOg~@`h#OXgH!0fH*M~PfosbvT`2<Y?>@ZYsPkDbY>ZWB3I%cLJ1n)Gk
zcS{_yb{1}4>sstra_wP(r>oR?jU&N;H|foaF;<(*u1gviu-9UTkH~hvMnA6DmFr){
zpCg>U>ar(+dfm|YFhVx}T}yiE1yM^I_Tk~(=s`HZwzik-oTt|jTH036Mn_o)8BD2P
zIXX*`+S@a}F8j+1rEmghU>DyX;Fvy?;1JT1?R5L)-eTD3bY1%5pAI2|Bn|X^y1eC8
za<g_&;~KVl@qoi<9FT!2DcF!9;5wI{PF+w?KuSf0?Z{)F4_#*r3Y7#-6-L59FAifs
z2v|O@fVCn!H+Mu#Ow7U)PLu}#fd9|nl5;&0L@-H8(j(a@U_4b)S{jOEQ%GQtLUnzx
z=^8vt%<Kx;Wre(3OkcpM{<o<XSR2{nqpP3Q)!mIo|AG~qAvJP8D2F%Ryuo2PHyNSr
z0j1J#0+LPVGVrfG(`_lfL>yqIH~8MQ*PQ;!Iat1W<<O%;NtJ+=P{c53m>pX1NU7w0
zMd*RY%vkMa+J}i+YECZK@>EwY4l%4dbqE_J7T6DVZ{R*WMM@||5_6@m!No+Clk*xR
z{F#y|=~pNMp<9coX{*<bw6ylA##gzy#2y|V@z-kcr7w>kq4tPZwI9-g{uxcHZWt=W
z>4?BUV8x<zq5=D3B0k{qjG7U({hLtBknrY3VIxGzap>?nMzcjozzih=h>}oC2{=r#
z=SX-HqZW37E~i9)PB|4)G%5}_kkG@oV`5=3i;L5K{`{F=KtN7K1sCc*_$!;(jx?~?
zvv+tH9~DvXw}D2Wt6QCt)oRL%{;4CPHK{T5I-_}dtK9NX!4eDsDy4Gu2e=a#6ex=`
z;T~J;WmLyK?&!JkEzdXndwRmXDrt1YPM&k1zrPOD7<i@im?*A_@yB<CKfQ})VAX{s
zxpgh4o9JP)cY-qYmy(R$3?wm-{@D4ha7=lrrTh=UZ_?Uocjatp*9W#Gea-}r#ht^$
znbOcZnMis`AJUH>KhlV}&<~G{JXssP4m8AuYm^IyZ9W39pDaS2StCa@6kMTu7Z>S4
zB<w&^aEe-F7LH9+&_9h9M=wSW4-LwV&I4(!r(|Sgq2Q$rqdFj7y(6+c)QKFjE&!Vh
zly6Q3lA_v>3h|Sj@0oTp7eBr?>*%amxmxG~;N%UF0OUDs?%tJf;0SK8SaZa#h8=cb
z-(V>92#f9Q$?!LUdE`^+#p_PcLS7)dJp;v`d%!)!L==5}$P}&Y?A)PjMokb)IyWC5
zS+#8plMw>cBy29N>}$Jbo~&emN@BK2I4lCPDVB_Mo5jf+AAl6ArKJ@TLvecrhW0*(
z^LCatMVYOpl+@JJC_oq$ktC(0ECERZRwye!zn1G?V<=`#+kD7^g6?)3pgJg5Ds{^L
zrZP~@eunF(d}M$uBbQI{I@ohBo#0lm3>j;5`PXQI-+y6;Jo)mTU(Y;N?`rn&!oIM!
zRy%XgfDTE)HX1Odm8^xqa=WD2^fQYs#XCA`%iu`n$L9O1RgdkFNc!$oKh8-1C%YWg
z^Ip}p6QipXw0`8gysljn6Xc<xSts`(gv+y0$TBs@3?&=EUQMd4?+HrKGPv!psUxEB
zyb-v#xLr`0Km~ZqwAoGWk+u#s_*p7He*ExV29$iP($XE>Q>A6FD-d;u<mBYkYj1I}
z=_S8>3H510l*H7JOuJmUCr<>lwY5_ge2p?y)IIF#oU>9&%8RrXgKr3}y81_!p5mKc
zdCq;R&*f19_b%w^u)rC--T8_tascURDpa^SVO!TUJHRrEK66oNV*Q0DvdBhLSN~g>
zVa~I~MOVmF+Q~2FI5xJRC|9ysC4m)xsTOs<DB>ZoEwJRHyL)cri`93YZAk#!X7fqK
z5mjKq8+v^|kTSUpk#%#ClA>P3WfAf05l#&aDgG_kp!4{p06GGhq!IzX=RaU!qSl4^
zZhH+F_Nds4R9+QosH)1tG?a{#G{mgkZyCP9uc=7oq`VBz!Ey4Qg6;K?g|Cq@^17z)
z5aGRAv4R&>k8Gw1(B%lp$-e<5FDhYtfzA2Z(B07F$!j|&7@yt@NWnM~TQ*V;auZZl
z%%r%4R9gsCV!K97&85y(8QIX_`Q{BFCD<WA$&XuHT<kabaJ}cl2iR68*Bo>qKIdd&
zv#O$3hxDh|Qm#XO>7v4qbZAtVzRE6WX?i;RJuQTKFq~aI0$9J6^ONM<b%*<^UuIBg
z$<!=<VxkU6Q$!RLV{J!K<TNGMMJM5c0RVzJ(;;3WDuLAvy5kPpgf#rX?|G-r;1BKj
zlV2ZixQTw9j*!T9Cc^IR`~AZO6VauAOeI47esLHo64W>3$OJPW;t`-%58cyiE3Il7
zLxYe%7&>vM$SruFx=iAVlADLM%ffAGLsG%6J0VyBP9UoB8R6>$%PzNI+W9u$x+pv2
zN4UhqAO1|f?Y1S+TT88JY64HhkeHZ9t&@uqEU0Bl5M_5^b0S7QRxOOaJsR>G)~sOL
z^D!VMLJMH>=nVH;$F5Uf#~(_Dsd`utgr=#fX>Du!xBWG61Y(bmeNb8&sL2`5&(G@{
z|FH1#YWzvf|9ejo)aN$M;(UozlT6xsQ^)yDR8EbQfSjiUZH{#Y3j6*09STLvpMxjc
zDj69W>}oYakzHM~Ag+B~`?9>a1tX+#(+!^V#MhQo(ST!qn35ABh6gPW&SvlHqyS$m
zKX^Y^YeUd+T)-P+uCGt!2Ra78XYOww8XvrB?8qD-b<F|8{h55>hu|n*G<0vd+?4SJ
zD-O3bL9J@0akm3&$_HIm2Yi&{EOdwePMhgUS=pogOjlRM<XP~dT6~KIgVimTwi@ZP
z$n{q5H-t?AjQ!=YBF{62&<&K)9yI5wN8bQvu|f$2#>el$r%?UmhjP*SCb-$6K;;Va
zP6pJzG_cnLL#N`JKv-5O-KoJF2s5J{n03(Js8lV-^PW!WbP{fz*1pWj%<Kl|m~C-L
z$8E9<Dm-Y}SO4bS^1QAwFkN9KBR!UW{lZ~Oj@fX+7R}jpa}!;hQJ7FuILhON{Gl7p
zZIT5lnjN3bDp{|<!|m@05P3P<-#z{8@N)F?XR@#FJ$q5U0B}K2M-%{~&9$h*(>Vgd
z;s=gS1lPJfHdl=wZ$sKgjU%L`89;}qnvA>$F^hqWtkQr<f{hLPYim;{`g|D_21HQ#
zKoa*0Ul(q5%aaL~21Biw^YZ}08{*ffsHlcV6I;DDd!T=-24L0D$jJWH&BrdFG9|(n
zu3`N8l#i74iWs6+L}X;?t$D$MJoxl)-n<zyX4~Yy{B5ew67FbpjD0)$Jidp4$EO@H
z4*_I_G1qtPIwmIO-Da0Mf}<M}UKX&7)i|9)`x1Pe@x!~d^!Ws>Xy8YWVZA5H3fHoZ
zckh4s%Ry0y=+czAC`?)~6@q1Zqaex0g~B<un|DPSqmGPKlQ}drR7FiKT#*In^?_gf
zM6Y~B>0cOAJ^bJM1MB8lN;Gps(ZIFfelpwj`i=+9bOL+V$Z2SBp`05X9rbceJK<Ye
zU5$jpZ8=r)fd9@NVDk^$V+@RdAruWf7@w_{UnqMoNW}RDRc1tf?;k&czeXby)Ry%t
zPCAS4;58YmvN4g~S#^8+la7)~`yups1Psr@;V15Ls+9FQZh;A~vs8q#2hesZ4`jbc
zX#Qx<`yhbP1=-!g**Si1Z||+D$N12Y{W|kq0(==SEV%4be;dX851jz3G+7r0TCrty
zwU>v7<I~+jugVt35yW*$%1EO++vS5<^MNod0@}q7lbnlr%DEq&$izRw4uP7Py}|p9
zn@B;tE%g@9D@u1b|HlBOJpr3>hzRmbq`$vnXO9Wn7T%d)ey~Wr`LLO;PQH-{G~>55
za$r5fyT|dWI@XauH|hg`Lcno`8zCzvhZY4Jqz{cc0$RRZ<bZ=H;M0Bt_;dmjNxrl~
z-mI1P>b@+RuyTQ6MJvkT64JlONJc!3FKs4RGpnkp#pAyqtCaLKV&4AR`V0(5E#RS}
zDo*LMjXUjGu}HRF@GlWs(4(NcF0glZ0<MI9x$h@KT`(S<n7c2>s{X5V1pm*kU(djO
zjizn9x|+Xo^F43Jp{$0+iy0hk|6lg>N0XwqOMh-Oy*ndAFn~twIqRQh_K%NX|K5C>
zk}R~P6Z~KU24x>?%T_fZDe8q-9B0HF5C6~z#0M1K2DX1L>#v{E0DjcX6g8(z8|t91
z;_vU@P>~4M5vbj4s^DK>#JqlcTEGgmx!@`no-#^gWmULoKTB5jKmXVMDeUi@dpy@D
zYjD@q(vmrfgpn8|NHES=f@a-WR8?J(h3rEDV*(JrBAz{abiA_+I26vOjsYmZ$5FK+
zE(ys%-MDo5DD(H+fr_O`O&PsbjfJy}_V#u%kmdZ3lCD3P?K2L4BV#S5Wv(+sWEe(A
zY;zVrFG#c9t>eyCcdo4Y;i79CEmf<@)+OrKRim{WZkLR##-^&x(5=diQa^emosfp9
zsdhG@w1=Hm_PpiKxFna)`+nZf`+1({^L!z8!TaU`q1cUY56*n=&A5n3R^<-aL@-fQ
zlaI|#e23)ZWZ$5mic^J!%BiVT@fNzFApkkMSn}y#^DFSHUCI&+yv9FZmsUbJ9@Isk
z@8%Av4}3~|<hqr1RZUHxH8%IJmlln!9xUybRkeG$urs+$7>lN+rZrC1itw`Rqaex3
z{4zg}KbM}A6t`J)bFD!+vd}*?RE8(b{$lCPOS1Apfzu)*hF5S22eYJ<hKBVKfOGZ9
z6CZh0v=GLo%(Bu_Z+t7eBH;~!<W|?!wVeD;_lW&!Lt0noMs9&GM>ITpiPzWhG8V#H
zH8RnVjgTm7YfUAMhB2USY@|$+V2S7jL?U16K9rW0;!$<c+HOF-HcTc{oOYUd?F^g+
z8ON`CB47i+W<gP_%X14{IX~a&4%A<<D4MdCun38;$lc!PvC<?~;cSmA7RB{3%J6*m
z#-H@@;=v-o)I_3)vT`@on2u$F-l<DwjX}3ckBp2YQnI)$X2F4mc>970Nh;O4?-jG>
zl*vS+%FD|yN+DaY9AARLzaN0)bFtf-^eC^DX7?>97;4<3#$yJd6IP&f1D5GEn>|b>
z6YhVn<@{^hPgzck+Pezpaw1Z%igv%9ar0TqVJ72ir@-k?8jsMT^7U7sk_!W0K%+>2
zA>!5d$gJUBHJl7QH;^dVi213}XdGT&=d1&6#_0E3J?e;D8%W<E&XINsx9@+m=X`yA
z1w6|^=k?9ZFl5{R`D1(Qvj-h1=yd`@LJk$jqU0lfcADquOh$FMZlg0`b#;}{F8#B!
zY8Xa=y6fujs<uOneBe(aza?-+%dnsofhT)C{FvJ!d<GY%ufKz^%I=-g{v#5LovHrG
zNfqji5=m~rU5(4%Vw}#*d~?xs%^z9F!la>Je2F6qeUzVEH_M(pkY9Z@y6SyDKLwKF
z0!Vxp7Z>ipImS<UnUb;jWr>?l3X)u)r5jjx!bpa$Wef&P@4O^%eUZKf8XFB5{<rv*
zo8mVd?3H<OmA}s*!+9KU-dr}xb;e#CtH^q#6aVa}eU|pQi<g%Z^<!&mBILNxx=<AA
z5(d<u1Unp>WzdFuqCzm}LV1faoCW<s^cPP<KfQrzbVX>LxKihVoeCq8PC7-5I)^U!
z3&H68jd&1%ZW^vKppQ%1+Co4^Us_VB)m4Ym3vF=?;sQrr9r9P}CRjMRvPt7;`4$KT
zd^2|;JbXUCmtY@cKee~F6N?+t{*OQHcGwr(i)&C0uC7Ra2b}hjc|A_>4masC@8159
z8;@-O4Nw|#{5Uw!RU@{lkwiFTVK9E~;lmPuv<(_foT;s)#U6_+eeW0swrvp`?Tp~)
z(UxcGTY{`2)rUWvA6WpTMD|^T=fO0`yQRvLW%^*@gXRHrXJav2!9?0CPJ`_(x&d=e
z3a?TZjZb;d{0Jg(s1n%R_;_b`_i`Nc8kk_To)!1=>jim=cVC3QH2K8N8r-(hj(k4m
Uq};@FQ1SOc;=zQ=+|SPZ5B&+WfB*mh

literal 36738
zcmYIPWk4KVkX+o|T>}JncMtCF8r<F8Ex5Y|cV8^Q0>L4;y9Wz;^WBfTAHxpAvis&u
zcfabYdNC?WGAM|Ih#(LM<%_JO8VCg81)O)o!va4w2T{m@7e03>9d~snD|atbS4)th
zsk^hile@i*8M&vWtDB9JBL_1tGaDoMS9f=3H+~ithyQy6vy-be%Ums%An+jw&a%30
zAP}1Ae+NXBNTm%3lz8<;QcS};?;_vJTYZse6s)V5o9KRJ*j*GMt_wM##Z5<7qM$0u
zUBxRZb_WMpVlSnVOhE@38XPUl<kwn@d%Wq_VKZMwaP&AzVKWzB(YEGaK&zbVcGdN`
zp6j>uviaB>CI(NzYBmy$K}CXSWrsEZoJhxW3Q6xc{_iz(Pdl`tVo7P~-GLA&^ccy;
zrl!F}5&=CwS?PFuwz)%-*6^u-o82G00neOs^Ya*3SYgS@=m*UsBa*+e*r24Oq#E1X
zf4;xH%yzk1hqVhhuJaNL`{QS1WK40n1K-pNA|N23qo=pMFm=a2zqrtsb}Qtx!PKhN
z34wru{mPgt;Kh9SD?2Qk!+LkwIOxaupB9(BpD6oBM|=0n#@hNFGD)N>oi0?M?e#7<
zcvMtwL{BQ|RX*TDfnOq3=<F|w-SNEzjV8ZdBKG$6xg7o?C_gk(Q3(zX24UmigiKk5
zp+n-~;jQ=jU~O)0@^`dY|0cDtwl<&2;bP)&{%<abyskE-yuEo*N%+IJx3`x_m3ofG
zQ)#pKJ#5cb*Eu*ic1}+bxpPs&22BR$=dpmV=8t%}*&A*0ywHm$6(an5I5lit7yt_g
z2bcfS*x0DzxV5mL@#k`P7Zwezqe38yhFU;?$kDOQJXH?DlPd6Y7qLnEcAC$I3lDTP
zwn-BRwloG#6D@&&gW_&}#%(Qa^vP+uO&FfSgcYAW+(?8`EB}BTeF<KbhFPMkia4Ds
zy((o<lrl4T$|P*cB5d+dT#ZId(**}4sz(KrIRyiS%$lu`mX`K)!^_#3)%Wgrc7OEF
zxO|aTgTSNy?%9Z%Mky~k28)*a>kA@E(8*jmIrP(=`gY6jU}nSPkHEl4hqJSW5VAl}
zZ(qn}UkI8Ar^2yOFZ}B(hx0%7?LDa1cY%SOW22z;PM80pf*Nysk|m_gE<`LWxKsv0
zc&o7~@P(=ID+a4C=bL~<w5j;Pv8u@^>cFq~#QU=b2)Dn_FQ2GEr7}qpHYYYKD<BMv
z;B?KmH+YD^R}7s-(D5b-uRs3vZ4H<Vl*bF9P>70*4^qgH{NQ1$1{+I43)SDck_-3|
zPZx@y2t9{<yLH`uxeB>hJGsKcfWW6W{#^)1qg=7PdbuImU=(@Z<4=&q4g-%|HrnOQ
zX5wV*mrx}RFBYgN3~dJS?OPV_Qy(9D0k62)@JI?(aD&r@@8|N*of$qT9nFqAV((Cb
z%>MC+E-)67u-wDYWpfw`#aPdg{6ia?grS5Gay9bk`si`M-$4VZS250`&b-&e14p+h
zDGVcB(d><Nhyz}~BhnF&7-^8wGZ~snJ`l5-rmlbB8RL6yOTTl~(XR^$3MQwg!&Gb3
za86oSSq;t4w~Rjwnl)|TYv_#~4BQ?JEY%If6AVNkX&e{u!^9Jo2MJ(c3<zA!+*`13
zrz(SFWK1p%-rm&If>WqY6opJc&e!A{)9nt=FF1JWA;d&Tzj9!RMNscfB*>88-=AMd
zc|pBz+}CsRqW*%c_V_rmNO-4LnOX3?H?T9Ma3*&09p=_>wZ;u#V;?>eeN7xz2SSpw
zNfs#U>Eod2FVuG{sARB40XUt3B*#k$fn-8@AHq%>kVZiy$6I7o)y3f9RN8^VsppsU
z^w|JD{<(mSPO;yUzeUcjXw&D+6}~_i`9vUYm<|Vz$#ydZ*ssAd>cb+Fq3$2eU)1Wu
z`Co@T+%t^e$TG-FsA=(S`maG==07zydJZoeyJ6tLz1|`jHWbx>X8C5L6_Q5M;~Bg)
zuHg@MZ&y*eAdt1Wvo!1B|JWp4<}<0%(~C*_z}8S}d`E3Zlg@I(m;RR&noy0>zhM&_
zrA$BjnUU<%uK#+kR`iTfmvc);cwqwB&!;3Yv`o_DojEAf!#3rS$;=Qo`4C63;5M%7
zWoF-kBw`39-@=8U(0ER?GMJm&TS_)IHd_ZMI8^GFhYPB3bl3A0wz*2>LYfWQ!r!#C
zN_ph}9YoydLni3Wc6f#~*qC!*5sJ6xlPzgg3<^ibaAZ=2Xbriw3T4`n!I0!;_P2ma
zMXHe>5y>_5&jHKK&uSlgN!>5;Bmx<=#>&yvpDAW%TbYCl(1U`+eIJ*=V3Bw7@Nw$>
zDISEB$&;h|WrUk+^0EqPFOlr{Wb49DBg>h|6LPB$Czauif5Jz8o^Bmk7h((@V6yu^
z>4?Kq1bryNM@fvG|9O6SyTcN~gF~CUDlZR5CR2+3Zg=6cByCGC^!WCSp=PMKCj2iP
zor6RC_V4|b+aRPkBNM{-bj6n69lktBJdtF6>*`pQe`&4b<S`ujxySQDE?TFyt6zbc
zD*GVYV(XtDv{8!1ssI~xLrL<&!q|8y%v}f5X9`K?%+#k6@7uSHtMLUa^_Vp)o=~ot
z=bZ)*3LSh=fAG12La1We1+#H?^7trCsz>H>3RaSGa=AVwygzfwl(kX{Nrz{0Hk=4$
z{4A1eW>RI!ryxcOW22XEc`+gqu@OIP&HFv%-&Pr!%8yp&z9ol3ZXD4F<rlnANWf#j
ze_cx?ao1NaKtFi%+8sgI-QO>p72)U40g=zf#%+v&#a)E;B|Co?iWGKsbz$JfN#*6`
zMHdzpy6PGj5TC4du-rU8((df+P`3+znG-!fKbKWdK#qxtp~x4&V)v+dzTF!=k*d1t
z&JoN;*Vh+sZnj-(Zie5vf%mx*+ITZFUnHXmS1}c^!|fw*7sCG;PayyLdK@N}UKmti
zuBfok_dA6O;bcwQkXP8hidnL)$$`j_ma?Q>k(!d4JUIENpmc9ZS_(#p2MKp3>RYH2
zxO^=xZocm~2G#MfX8Kx(4fyYo$78NQrZ5N*$!;w+t{PphN!$xuMfdFI|K{Paw$fxi
zF3&O>6~PRlrJ<=H4p){MXpZ@%sWEG;ups_y`9z1spy=!qF73DfW;ru3FlNP}ah|@Y
ztI#FpYWW@7Z7Ali_27tS7}Fpj`cFbwge?-K&7N!0e<wT27K6`c;TNyr=P!RzyOP~Q
z{DU6-nooCWM?7zPM%<>=FlShTU!RY)zp11Z5u;IPkgu&_v71Lev(aJae%JOWEVP-2
zzqwHbd*1%7Zf>+rx(qZ9{6eOMgVW|fi9wN=c-O769t7l{^v)(^Yn8K;BKFYRLNz`l
z`t6$2>EtKOn#Jk7>OQcFY@3Q^NRi2fUN<A3uHO~{*71~@c8k1Hh4{|G=Zm)jpGe!(
zOqTB*+L{<<j!I)kg?3lkx?i}C8~W!AxXqv!+1n6oy7CYwc{XPZJZ~sxeK)b~S44k{
zNk?`&H`G#(jD#oG>9;*jju(rYKRQk|LBn9MTgE;Fy7EyN8HF?Im35sDqn-Ry#d)ql
zCY1agBB{2<?Rl>AEmMYUfrw|WeeP7v^?Fe3_W5QxW_j6&5OUSF4+mibN6v`%36d@M
z9nr<`AMwr8M3@N*ydP68@{=j(-_zXa{=y!|2+cls_Prx<SBg(qp0|IfeP35PqX;<9
zn<Yo$+{jp3_|2M$uh6?7O*7Lb-eaA2%KYhG``PdAj7Q6jqId!}N&CgBM3jbVWGy%O
zM_gNB?yLW^pTla|TW<n>aUU6lMh}^YQOnz25<*iW`TkFoQfH?x?;Jxyyu4W>BO}1S
zn8PQ@M0gl3HB^eL<{si=h&ffjp>bwvYO12VPO@-iexjZUe0j8ER)??pB;T6!FWWkh
zQcP?W=Ekl8W3D{zArSl~{g|Cx)OCIZK4}*DSTM-QsQ575JCh%4w#>N@r&yfc^o<Mr
zIH@dL$Uq~J+oEp0Imo=r%S`*qte#cY+V^MV$81vpUujouV>04nI>U)qmw{4=TgmtY
zSo@o)h_Lc?J=RWr6FDjoiR|`+DEs@EH~VRr>V8n>hs<k5prSt>GxZzzN_oZZ544@A
zZ{Tt&qX0PGz0fn<8|^LiHQztxmH36@-|hsS#e4R@{U4<)m>p<Q=znb*QgQG$X)AY?
zQV><^o@=~W=@s~D@<fy~H+rkzdR@E1?f;Z?DKOJg3+5#^HWqT?VcH5CbZeYZvb)hx
zZ1mU}KY%}G-HZ%syX@DvpFu24iv}5~5?k=ChDU$?EYv=}zqAeY0oa%DtW9P|*m+yD
zS<R&wLwtRGJ?-$If`*$rLm`Vbq_evl6SUs|exK{<-}P_r?oe>sdvb3-17_2rDm(j-
z->Dy=Ru}4gLte;4qsuiy3B4M6k$&eUxZW`2zXv5HGY>W&wPiMEJ+?S0m(Q7ujSW6N
z{;boX)Z;ao_IW^AWHx50+nnDG79M^^c!%Gc6&)AW|B>YS_3!DV<7QdV%fsS197xCy
zQdKqQVs=(k3?jd`+&s6W-G2n0|ArA0g5Ib~4lUbd4@5*Xb)l4x=zoXde2)L-01~Ci
zq+l1qTvOVBar38q(AL@>B1?2`bC*gEK=0=D4B=ZQrZP&|S=pdPH+;eZ)4nE#??SI+
z|Djm9B_Q`jJ)CZeOwEP=m;NuBB~hl?j{S1IH%v_gLN=SnS3km3ZVX!iJ_p3Zz++(v
zVN3@7Z~+zhWSe-8#^7tH7({lAS=E1jta@5J*HUQ(-Wjgep7Gk6MbOf8TnCMq`6etx
z3>IPCZ3T%)nd_=zB<I(?c=<o*`fg56F80-zscq*v9YeR()mee@jLVGpt*2+Uq|?<a
ztK_TN&(;@lvUpRB8XEefm+ep=rxL{#6;TvgJN*zM#G#>~O->i8vp8+O?GV{#$S4w-
zZ4ZR(4@KZZjwBbhG6;mDKkM<?XIZ^m?}W#b*7a<ycZG*X+O{|7NkzA`Tn0v=s!r8i
zLT@LMXvoi5e&EC*G_}+0mnJQ&S+esFcKCN)1~BW0${tPUT*zmtT^Qiya;qkEUQ!=z
z_G#FuE7&ecnVvO#|GM5I1Ft|owz>Ct-*i&~B^8?Dt{2Ta!*+9WnuTiGm>;Va!Zg5M
zjByi%D(nG`GT+OSM(eDub+z4)r{^0_pkLT)_8o1?81;Ux6TE3tE4T|od`l1Xj9WTU
z7&P~ghJEo?^Zlet7i`pL$VfBtQ~Ix$n&pL_tvE)^!kTt{nHz{b`yo&!afWSiu^Gn+
zvHOq@+bQ*Ey1IiQkaqE3MmGRf$KqIQ+tJAC-}+UZF9<2}`F|wG;Z+~j+jgtZY;rw@
zK*6bTjLrWBn%49)hmG#^r>7?XoN&ywSSw=|yMBATSd#&AWvo~tDmp0%t*O1e-V4lX
zdwKf$#&a*Td}MTVB(s66nIcz>+vZw+8E9&{@TkiO+qu5_Ad^%@*2fHsRuM!+S@qEp
z+Q~~!2haajuc%PP?S4mh{qLx4^{vlO)Un<ZMNX_z$-UMiEZ1>!q3!}g<8N(EiMhH^
z#gq5x--ep>@0gh4Z5@A)s@F_>b@@?8iGQ}s%Y-DEU0Wds<9FA$L~w+jhoM{GK_g)y
zrJ+s!yoi5+|F}dTo+7!i&D6eeojLOsF2fTxni_~DXeFb7<_jej{Ok+aq!GW?p`-JX
z2zR-Dg{-~2s$Ez`$4~0u<S2S^v(;IAX<eA7&_IHQcJZd5SdANa7~gHTXB-4kUcNx0
zg7;ex3O+(q2{qxfit`C(g53-bb-A~>-(9rr9wMn=(dcq@>O){YKg9I(f`iNc*y_Wb
z`?Gdo+y#IWI@W4xRy(8S)O_Dg-Od6I2?&#BvIdxnla1V%q*TxYh@9vEyeldz3%?ok
z5ui{Ys9PQIaXpN-((S?Ed9fM+^yGO$ez>L52}66MN$Fxa0DZ6m4iZTu6G2TB2JcAE
zT!#DE+cSEeuY^oY$TjLPo^OGTsnBbfGnr>|wT)F0Dru8b#1vs;r#8T78d^15q8=wp
z3Bu5%A{Ao1h@?U#RtScj-E(m#bDunR3Q{F9Pt31P=*uF8R*5ct5j@vyfWeo6fq@H>
z-*WYd{HbuEysqZ7T@C3%VM|MFBLpa*J2=ctZr4BAchbX#4F-3#@%VN<gaR-4$gudx
zCdYrxh{1j&)!_31Cl~Nwngb%wthck-<}jLmzNw>GVrw(!2+j|ReqPdL_J(3TJrs^a
zhU7&&k=|~C`DYZk-0`1VK~Rh0+YxxSqd!epx2+Cfc^G^}16@rVC{SwDgpy`wSEr~D
ziAhfWb-73wl2?|^z-9HDw6U27^SM>&j%@aO2BD&^PWd2W?@dnE<6J^QIKObCjLk`j
zf=H6McSs3q2sCSg2aC>(yGk|-Qp7rr&TIV&v1lQ$z{*g!Ka(mQj;3erjBgB=g^7q#
zi16UTqj>6_%%c<Q`<948>*|=Y6lk9Oh4VC(c8>~!5*^msO-Izl8o$m`zP`U)@wy+Q
zYt`w&fY9T9th87sZMrigluL#Csar)LBOnZRYy~2Ly#F0!s%mP&AR!^;pXuxBQV0n_
zt8*%**?Rk^ifOBWc==}A8MLdo>y_!kBj@5C-{16hm@y%~e0k>b0^##xKmAp{Z_gtx
z>c1mI6!7rzsdEN9hpf)s3%%l`bdHa=4ZUp&5ki+KyLB{|V0=?m9Vq*(x#D4s*B|o?
zTRm89f}w8TI~|rcrb<H(1=7jV8Hl@ral>+3|LX&a>A<he6Fnzx!<z3_8a_Wcq^pIE
z6d_R-NeU!<@qa=;ZYMr|r5LbUA}vkD5<2R>zAqmFS}j{JNX1a`i0%}L_iU}h^Ic5L
z)z!hGl36;b!bt)HgVP(S2%M0R5I9)zgwot%w^nadF6O#=eu1c<P!*h%py>n-GXA)N
z2mKb3f%;eT-EPZlZXUwRYXc1?*hqkeM%2p6L0=9rfPA4cKK$5k=!Al<%JZ`36Fj1A
zw}YmZ79|%KPAaXkmb&l{Gq&}Ojr1)Cd;1)zMkprg^;~|2edD0Fh=7-e!OcxlL8#5r
zQzdd6i5vQYf_molmpfISj)fmXq5adFVB<AhGG(WS=lT;0iQs&J>ccYli75cH8k5DE
ze`fgJ*W~IN90GO!sQxu-eEg0EE_jS6eH+^N2g|1vUSBatYb0y;=8JG^p~47~-%5Wv
z<hShe=>K7W?bl)f0Nabpjzh5JA2t;SYdQ|;8;V$i=q&KUy&JomtXdG_>caQ)UvH%5
z{EO*D=8ktAzyw4@bWbTEVyhNLM6@}iq};6^Po9{WiAOY@p1lr7X$&tsCc{=C>|`1*
z&<3Zb-h)vf?tFKgtIUduN=n}CrYB-^AY5H-*O(1U#KHY^`^<(_hxJ7jk<!OYk08GX
zT|xr?7tf3PZz-la6L7+XMsA46T@CLjf<}9sC+(t|I0>M408-ABCuUUUj4z@8Th!5$
z>=da?ruLwtqZ`=h@p9Q2f&p<l{ThluO3BE8b#iht==D~$1E4~b`P21|PNNCLB~Y52
znu{Y5A2<7|eGX4GpSumoOifQoIbw6``&;i~bI+bV=+_TiZP}}pv6|Z}f+jU7rzR(C
z*E~$Eq+w)S*->1KgDi!((;Y(Wo8jTi^Gt2bVtOY8;ccNo!J<8)I=OlhO8e2bF|a9F
zCR&xtH{(T`$=JSoqu%6_Qfn@pUL#q-Z1`BL(hlIW$&lXl)hig7`$8gto>dPV3#*!3
z3wI1`NwP-7lG5ty#mXBfjZS%L_qX@A6RzZMC0mk^Di^(Mp-F>9U>U=yfbD^2MFI*6
z&hqfk(WH}=9*^(f!Zxn9p6`fW61NOD|4x?;+>jn0preLE6ll}~z1-cyTUt2S+1Xi*
z3O8y9Y`k<SKAz85ULV$+lI6-l!85*>D|2&*V+T!DRUpttO=|+m;t)=%d`ygn-NJ2i
zu~>)Wz|VxXhvyX?-}xn4`-}7AKy|g_#}Z24FhcruoFPf(N*=-_;|PI2Nfc@Dvr}C}
zwTfJD+w)&S|Nij1-e~8ls;v(HH|)ha9z^&Mh*{(x@Qd!ZsD&PNiED|<r)u$pT3CrE
zw?@<FNge-GG$*_5Uz**01EL9rU$@VZ_YW2WSr}_Y$dIBWHg2(p3~5SzfR_Gr%h-fG
ze?%P}M+&B=pNBQL-rP!Bk>l-U-bG7m$teTk*hx+Mn&2Dn)S{-Lo3dPuNCT=U*MDOU
zBqp&-kE=Jle>86j4tzUa4-LI@f3qTo@rdx#%{CnpYOjB*g4#Veh?vY|F$XAFRt^rR
z!r!AZWC7txBJcRPxVYYzT}LW<da-eMEF}OVjc+!F5F`g+M^cf%+Sh`-JY+vVKVAWW
z?|+`o=1#F{P^J*8XI4=@2?;?BFrNQ`GU(G|AgEBtE;-DcGEuoOq*%w{iKD>cH#NO0
zQC6-@b-MSNsM_6wDl4D;z~S);7&2UBgaYC1IR*FLpyD2FK>yMAdw+F!V;ixCk9<}U
zQ1<oVCq-QeL-eGydQu(@oh~eWr1y${)-+VV+xIim>#)gMa>!|}t3h0$E)Hd9jJN$M
zSYWD)p&8L*pcL_qLKmNe#4f_mg$?H#NRfpFy}xoA*ozZqVZ+6L2pbGb$2Y#E+W48b
zuErt`PbcIOC8ukyRaT8PM#T*6;}OZj{0)P1&x>5B2iA9*2&gLdlvH&)+=ZxixGd(K
z!2K}{Vm?=BP;##R%PLLg<k^<0fCa$lXYn|Z3JMC&fP;cw|Na)yY5j`PX~4|wxE|f*
zb~H3Sjrv>gFS3#U%@0@y0a{wP4b5Jz!>L?2kWQa(+hz_fi7-Q1dOAsP()CZGfhe+5
zk!p{Ko|YC<aXQBM_r4&oR%a5C^~#gKe-$|-GT!Ckp$63CXQm%_sq)U(J7U3$P?N6@
zyNiRx+b-Unxqf&&Esncpr&8yMn<yaQk~0qhG%<hVn_c(rwph0ii55pffai&L+bYji
z*^m(V0IM>*=8ln;bVO_MkfEuY_86Q507*2E9&U<h;-unEui$3BtdIyCOUT|xTShlJ
z)Q%4=rmuoSR?h~K-~RoZ<w*gct1~zV9GDs(I-_EXNY7NhM?J#2Q-6W)aj&jfpj1#h
zh1lh^B|HrK=jT6QfnVrHBjkj4(R<}S0wfqde)}E{>*<kS*&JsZnH?QoeR2)ldW~se
zG>M6c$D4fufItErjJtdN@ZdQ2XRmUJDC|{RNXRbYWjHEwi;<aGLuUi5yn&^zMp)7H
z9l<MAPOv(0pt@6?_x*`CHay4U69Mvo;5Du=%X#7!R^aI9#skRD(OhnZ==fj>$&k3m
z1PH1XK402hyq{FoKB%$U*rm6_a<wReaj_%ybPT2aE2gHA2ztReNQoq+m%cYQk=Yg?
zkDdCN5tKibVG<Y5h&%Pa4V6QN&M1UQdEKKC8=h&ZagYfh)6!<PMEJ6WP40NjKiiyJ
zlnx!%H(o(SB6xA<l3Lp{Uc79J4TlSWMn)Elt|FDHmT)fbvq=+LNtsHzSO7_)QYl~D
z$cQu&g$NeFHPoLzL4Z83HWL8N%50<Cqp`Vp2*}};vKOsh7(&YRzTU6zHo=>W&yXq_
zrmV;N3);rB9|$&C&cDY%)M|XwmSm7_<8a>Zm8;7-xM2|?n^0^+PS6E^eNhi~U5S0Y
z;c-$E2c$?7iQK4CTz?}KVr=l_#97vLe`jT*{-j!X(7m(&oFziG(u%MGE__a5FhDtz
z(ClR3ym_|2jP<~-NQs2^^7G@*yg9}|=_ur#Weq`4(H2)%KW+P#XYWmcXLq*B2Dva|
zRyEbvor5@$hW#9AaXidT9d7&P)c=J{)?*(3n36R)r^w9AcC?B?Rvu?B-1enJD*R<S
zU!ckDNU3fT5(>&i!o#yNM)m7uqz2aQZB1LgwZ(!6U-<-@2#CXaj!w8J&<PzzSU5PG
zVxWkOW}BaRu=^ZGvcCm$8h1K*jG8yq8J2cW$xLyd5dKqZuyc_ixxt?B=+`yN>t^o3
z4fbv(iB`IZ#^*OL`glUt00=ZRy_@4nmg+{w=tCn7$snW%XQ!$uA(kX1Q6e>)n870R
zwXW0$ZR`$KXy#0%3Zrhx1{eu4#F|iLno_K$NZU)$;wG@Zyd$GLpUg$za)0?!yqJG_
zh&%@qCDHbth5wwpx<=#~#OW!%D0^0feQ9H3v(jh^^({3uy?_qn{6*jMyC-z611jt=
z*ocR>=wa~==qHwEmJNcHEZ&|O7VQfK*%a)cK>Ew<Cabc7bl&m(2tkAO{`lSei_C><
zZp?=dc}Ot|p*>w*gQhMs8(jjC1ty}`3sn`YaQKw#4)(`@E=fOzd;_ayIsR?6MhXSv
zGF)ZQNJsVvsr3``_qd@$CHMezf|51{K+F0IH5|nwIN>sez8%L>brfH$gaX_td6mO=
zv_(422xp$O&+5nje2z$lC*M9Fucqe|?7I%1Uj#q1EiKF-*hwVLf`uyssHQ^II>EOS
z4EX%+bhyk0@EQFoZJv=Dat;-dUnLNC0LZT)!KvZ>*@QJ1hvE2R{L?t^-8H)Xl>Ls~
zUffY{LD(nljdY40N+PE%e6*FyZNpKp%V9@>^WskPZ{Q|J`yTq%R=c&TGBf7PIa{OK
z3(4-u3HUX<>TwM3F68$>j$0L2HIYT=6Fxo~sqHNswVkb{RQHE;ER{nW$>SO@h&?^^
zYM#&d?BR!4nDEFvlU1whIFK_cEy$ur`f6&(ZebeR7mA7@2^5^zya74%pMXiz)VwQD
zBQ8~SbLye{5h6=H^!yxa*)CD0HoQIzq8G%DND}Z`BAaN4qcp|Pdhf#&S^t0#L`5^J
z#y88x=dR$^nX^W)iku3MD@UrgGWe0Ur#@inYT|W>$@&?YkM9{PsM^e-?lNR9Ife-c
z!RRm25MdCnS3#|~wZ%u8nw><ud-bBG-Jj`-hWd*2m~stsi|Q!u&c7rnlC%03E-ksU
z8{V)&B4ha*FbAwyTB&8OL=x|TDLB(ex2AGi6YD6dV1HMWlxoPiNxc3=yQhLVo?7VQ
zU^Rv8OCiiP`6*kfiuec!@D`Sq)dxby@QpfJjcq8^Jb?Jy_5}^CMvQBOx>S@J$Mig<
zDVimA6i)&?@M`pT(9$hMEhm(u!)rUv&e#M<x`StlfXLmk5i0zT?@*XnHpxl>j>(7`
zTtAxGhkp?xV(UUhp>Xsj(GN#*)i#J{F@*ONV@1XW!oajT1=xTzZf+qr1D3DvHBDP=
zvfjJgQ0CVm_*3Md4w08_H`b4b+bb$8BLqZ8YZlg#kZg9J1-y>qeH2mpFouRhT=oWz
z=CySroI9jH^XChJem&<XX>@g|3Xo;W7ycCR1QiBEqO-6NMmik-a47qtg82CD8>aik
zDh?DZa&WaA>asB*JJBL61|oxrHQq~Wr_>wf=6s9GP(FHS$M60Gzph7T%O#vU*Ryhi
zrSW#G_V|_1^xyR(`FR3#RrDaB2~SJ@Y{I5{eN#-BX5jdAZ@kPnk3JP}tkNyA$e1w|
z6N8Yz?NICd`?pi))Y}%jFDFiC<fS^rm}Z-v#F3$aq0K5pQB3$tDy@d>R=3omTXwv(
z3kr#x@p5h5&ZUu^#1(xH+^<bBYik1JZbxw7-RH+`h&J_loe=9+ac6i#)0-HqCj@1c
z;5ZW}iiNuK{V%85-)oBHsRs@wqlH|<rHj+kI0pv_*s#l;8;F|zEa|q{;y7;hR&#vB
zLq<$(s9<|OMtV<x1`^i<8b96xiL;zV6&t_rnp_5}zL#>Y2Kaw%BP=o<GNh0sw9Oz8
z>~uMd4GJ3~X)Y>yugyfXw?E#ulSAb4;T$=9cgp5T%JD>Qqp6Zc;aMQPIMiZzOrs!m
z<-?h-R8}8%G7~Sv4R}%8n(qFxhEV)jdbzHY;L6^i`XxRA1*iGrRl?A=V6_I{u-gQj
z4WD>`HskaIB?s4aittpsdQ88zsGE>Ch;%NjayugrHf~b2s@Zjr-9Mr2(Kys0Ix#L|
zxEKwamiA&Yfs;XQN7(#lyw%zl^@>-RVDr($Vu1Ya)a4QRu2s9eW16K4TZMCpGP|BC
z|E+0v7m@L_PnOAIOGU%HozN@;1Mwu+O;>laZ<+`9zoa~zwwUw4sV3J`>*UBr;qa(l
zEoGoTmWUaJ!s+I5nzLXAL{v7`Wd8EUD>T;ZiLLc16xIXG?R}?#)5Qht+0BCKYxZo7
z7sH;6X-qiSIa+sT)`X>Q-}G)Uz)Wsr|4dp|s7Or_YrEbGgqkjtLHmq`wiDWXl{D=8
z%)7yHYh^VM$0EM)A%!fA@Y<d)9Pil=;qMSUFJ`X(-fjttLKqHMU$y~!3J2=!>DdEL
zc<6Rpi}QG0AO*ZGNBaC8Md8I7jQSc~_N2o<i|=_9aTj;nEi<o!gUBdTWV^)Gvn+Gi
z53cl``XY{xzXEU;Z>7ynyYD4KmXNztBv2411M%RKOmdi8%+bt`Vx)qb83h$__`y&&
zq-~4K@Oud&9*R2IACqPT%ugB-UnHj3>q1&M@;Ny<8{#41;OJYh*S>1b&D+R+_2gcZ
zEA&%3$ue4IG`IXR!0QGJSVia;rhZkCC{UL)*Z>Mm2CdRa^0)d<7@pqgUP$N<xrqBl
zQ^2+0PFAyNCr-iS;IRYg@pG#u6Y<$`qw4HeGDWvBkDyQp4AL>&z<udL0=pe92x?R1
zl$0uInYR*(YIRmq;{Ntv5}(T!8-VWc0OYb?X@vMK@*!9t=mRMr^{nAQcY3Lq&!67=
z_OLcGIT>fa)}8<~Rbh;an$mqK-abAlSy}i8kFT%(Lq~sOBq=GvXKe44l$5BsxHONr
z+wK2|1F&BvgHcx;=oZGR)hq8V=YQEVs(w~;WR1{_u(*C73~!1ouASrq1f$!s>zGwv
z8M8$6T8Mu_?~jpJ`=7_hTO-SRdUgT;1|k3`pFdudg>CLG^}`P)Z46a{lg&qwuXx<)
zDD1f}w2d|;!%`*@s%y(&Gz*RVe7k(plM%4K4(bG>)3iJUp`nRqu+Va8J7Li7e=F5@
z9d9Uo_(q$D-u>Ej^c6#Q@omh)J=Y1W7~R2>BC?SYY$rb!PY^CCO&G}7jaWw*Y*4R@
z*CE_#Al~jkWidsl*V0jpZ&xKvm&sKTNly_jON}|ScjG=GoIqIfc(o-12-Mx47qL=t
zxTb*b3gvt220UTvt=IUsPZJ;J=H_hm1;~b!s+fV#Hs}D8rJ0Srz%$x-{@b!M(+ln8
z=hg7aKof7FJ1GN8o#f-jMpMAP=dVj)qW_@WELq&O+O<3(-!G!jD7b(#$7qfa+tsZ|
z-^o_k>1h;sp`wA=l<C}S@5mmbQ)-^fL#maIB;PR50ydike4BX^$#=(>m_%6N=V;q;
zF|h$akXenHp5}zUKh>;}BIAdi);6X<17$$EvZC8?;fe)a6y<msD&~xr(PUR%iaa)G
zo4bA}C<JZ6eHV5pqPLeF2u8(6ep}3JEzSzBW4RBu)fz*LctHn+P!4^Enw{g)U|?XN
zz>G1mv-|EPRPM~<M>sWP)k1-dXli2<W4}lbIVCBf{$8WDWkJ6|iq+?<IKc56B%jI5
z^|j|Hb$V}RSmMca9W4t(`iRm9DFB59wlBK;D08=NYilUdjwo5<TR2dUucwZkkV#v(
zd5P(_iKy1&V!xVv@nfB&`x>n)eM9c-QcXpLg;j0R=N9ESGZ~k|-a56cp*b7=0th!m
zPa`n{HJTc%xVUNpcWX}b?9w|s?v*YsoTd6E<Wm_BbMmL53#&P}$|M}HE6p&SK3MZV
zGfeMf2`=F!&^1q^2BA;{q&t+XWF<lVMEIP`gmg5wXTW2q5p?*|EcItIIohjOGP<)Q
z<9jlR1sODH<xYBvUU%f_C|OYa_O^+jx-zL<xpPNbo0N^sXXymOh!iTB|C(s#DZ#Ks
z%+Em~ky56JBapv@IPix3qfD(<6z(sae>M7@J0jnaMmv@E|5#@6e{10M)HL#|Gfgdt
zC6Z4;>K6i>daa0FG2yne9;6Sk9_er9X2Iq1)qUB+#h&N6JSP^#Ito<DGzvxce;65q
z0a-1fr!xx|E#M<yigstN{O+^QyP)#}<KhIZQrTJ#Z`1pXF*gxDE66JkB!l<7&bEMp
zS@ipx$VV+$!AxIN)6K~-g0h|tb!V&1AmaR(Zx*okaC*Gue2+X`s?!G)4h+EkxRm=v
z)Mv2(5GNRMkqQGI2vEs{<C~k=6&f1)SHO~72UkE>ocrm3#RTy5v4pARKo0c3yd-O9
zM@1805IW%?{ucoa5&cWy=4GVzC}I?X*h77NUoRDC?&qLHq4eABi!WKfe9@S=Ka&Y)
zqE&{qw@=IQtJ36W^&-g^Jzt3N4UZ?(JUgPtRUh=<1})CuyhkS{YMcc=8optCd3fNI
zvXYpySQ4XnqNhJLu#sTpJkho*g)d-WX<&-bAv22H^!I>oMialw``?GT<&M*wTN-(K
zxzW?)dvE(6cWIuxs)FeCLp^xV#N-s*InXwn^En8@4I1`&S>IV_Frk*{_+%BUpW9)r
zBYCRAwQdUDD?47Ut%jZ+;uL=j2XMTRnp9BFQVY^5&-J!Z$*AReTG6zbvlz&>otO@@
zmQ3J|l8?j%6+qh8Rc{-0s&EKVXUa!B$+M`=%iGc~F8SSk?KJI5sj_X0tnhbqsv<2d
zcFIXmB>uT~ouiQI=$O+JdD<WFay>0@^`F)ASl77xv9hsJF*h;{4y{DH!AOs5aV?ge
z?IUza;U5y`ISwB^En?{#QF323PE)%hlvVaOOhT)E2O^vb5LYHLku=OjI6`or(D^xt
zR6TrgABlV)iEzdBn!HVBF(3QaWT_@Mvk^3y6Qw?xayJ46-_yR{w9AG7nchcl<=@t7
zcYC+0M19u-bfNMjB%xc^_xU_74KyGq03ylkYO@a>9$s{FzD&(u*qBed2BqEX+sz~k
z_*ENjIfIQ;ysfnx`^%><#|Je+L#=hi^y|3_ZnWXjGE0>gnBsjhn*o`&7cJKFrzC=;
zTusCxO0;xGQ&7+MP%SlxQn$1wcwa)$wn}aAJo>)z3(Q~izc3@FhP>wolNrI91RFRh
zJ^?lj4GnjL!OEHSgs$~Pn`y!tzlZY>Ny=Gx&W#SI!p)-3o=@`@%TQ~>_DWQ28l5r+
zk`N%@Zo-Gv`PJ)xoE4Gd_BydJbru#gnDT(<3sch5a{=mLQ9I;he(?<ts7QbI*ZH>V
zI=<$Nb+?qo;m#UBf!|<XZ{X0;gAM<wr(p0C>VH_9)SIZVl%!A*6?pY?u`Vb!3jH<a
zm6rHAPFUmdXh}!XuLEb&+3^cN-i^C@gIo0h*mx>m&z6=xhBmU%`M-2oAS^BcNv!9l
zih+V+*oFCYEpeKTNviZV%wkxwdY{eljFl|F59xL|gBCo%Au0kzyMvvTHDfL77yP@j
z{!YzilzS2zch3Bk1)!!yqga-TfApZ9Se|%4Hh8fyn-Cja-m)wF;Y701P{Q`@et=G$
zt??K}k=E?|o|3Ql*LL*B?0Ws%i(L{iJzdfJ2Cb3`)<mYUZU29K5x)nIBPf$a9p!C?
z;u&3KoYWTHJm;rf>y(+pMkBq#1qQ&P%%#@}$2du{T-58x=;;wkClbd1y7bVWKLmEz
zQt}=}Q&K)ar}awuArKhw%8+5KlW5LDHcWmc)|u)C*AUfT|ED;i1f6^$mr<n9cDzz~
z{;Ivb?F6<kAY&B_hf*^|{&d-+aUc?yrxa*Ayp-{f%hN!RRAyd8KO<1%{J}zOE+bZ5
zLLckF2?ub-ksTfXsg!2s=8GAhXlP1|!GZt9C=jYQPd9tM9ivBofyHjSbgZ)+4hxGR
zJUpC^W4=72Vs|?%Oozvv<Ui7Fh8f){&ld`Cz>d|7+44Mi7HL(jtpq=NM@6ck_<aPP
zx~Lf_Y#^Z#7b$lw8&_7tZET!CAFniN^elf`N#KOnG+j=aVqbk<j@o@ci~d8g#?GWx
zTl%?0+!4TUJWiX?6ws+OibH^Ce-A6PsJMLnW0A$g+$yYV$L&A)G+^(M;x1Q3;oXBB
z)XJosUCXFv&{7*ulhu%lo3d#D&2h^EVJ=eiaCHUN<{9klfts(FRThVQYt-Q^02ibc
zOB4PK68o-6nwbuLlr8nd-46*3${iF{mX}9vZ;$lK|H2%ifhaG5^h#*Mu2-fr>h@cx
zvaPSE2n5jWKO&IuKp-pt%l^OQ)7NDV%qU>_J5`h{qhD{KZ*IJL7p^7g#XY21Xqeub
zCL<Gi!O;3>Aw(5~^S;gHz85Q{qbn-DjY3;)XUpb{ziC?z2COf_WJbHt=fnI8ac?Py
za{uns-#ETQKtyV{anG4(ILurqb}o+{Y_sC?mp0>IU)KaL+6)9!)-qDSbMZtWq{h%^
zBX8~R2ZNk<ozbmKAvkc6(C8Ubm@$j(2SBC4PNu-EL@^Vl;;>UvLc*aEgFrg^`cxXK
z$ZBxm8gz<cVB9xE(x|9^eTU!c{sw+L-l+dlhHpiyecW~Q4E!L;Vhfvw40>T=>Nhck
z0NfEC>UqNX-O1j5=C0z9^d>Q-R6!%(3%Q(X;HmECH-E9aXlkzH=ElieT6P-iBB;|~
zIT|qg>gk!)=99qc>JR@JfmRcDu5QJK`}^0WtOx|p3gh`q@zw~n?$ZV%Cie-`;4_O%
znrLtjBm}hDXQSqhr~ob8T~eV?T{zc;uV{1;evXdJo4#jEl9G}jP$VizETG2m_}w-}
zT15~Gdb7gv6iFL+c)(f-F<luA(1At<7S7ZcH#Iu#nd|#qaF8YFaXD$Nr&U<eQmCr^
zN@}jWE0q>XKXIfg1q=Iz`=x?K!M~+VG(TW1q&ep7>B4)ueBvwxf$m7mQ4wV~Lj3xV
zeRxi8Sm_=Uvkc?UN*kLeVII5(V$_0;wjacJc+vZ=7O_8`Dr=D&@UTH3USwDWd}NLB
zgKHj+VO+8xMuJO7H)gC$53?D2UgG$cj!|AeKg)?NXi!R57w@|}NteN<KkZ;NA<*tx
zPZQsrEu%%Dl0bs|UoJYbIIK|vKi(d#)_mkGBKB|2uV-b*AV7(-NkwJd(3O>iOFF*`
ztQ%&RETSbB3`)u;V!r{-5)(3^oNm(7iHq|cF{o(J!aAg6A%WrCDk7po-zP<OO?CoL
z3u|*XD;mU4n3g@CQ)BwIw6aW`l2qH<x7oAlQsr(Gl~4o6rXpbCA`}Ayz1J3TD)b5@
zbty3}0qt3yQMz0q63^aYc5$5;85WAn`4oJpkzNT1()4S9$7Y#&)S)aeZAgfNLtQaB
z=z0+De(Ct7qg7H%R+GcHtCQG&9=G?eoLul!uFYn84Sh~ypOf)+-(yu5Op#;ET8BE(
z%UBBMT5-sim&IPo_*VW{3&#)X&Pq*fs^V_KMOVHjM%?GW|Ma+=`6!;)SkTDID@t@I
z2XmR3@lEaGKpY%tvgMtcsv%%G`5Plw_6%XgIXDpTw6y&E%tLaCo_y`MFDojXmoY{M
zjyk}65g(Kj#@fu8R4gpY+4lWKMMYu}9Cx!hx)hq}-&|Gs))_Z)++X;+d{VV8Qe?m4
zN(2Szh5cP&qu=&>tZ=ZjTu5;F!>*@N0+Fi3%*^@Ej4Jh#zy|i|_2-|pD@5ogN-8KY
zF0S}}eT!)e+s|p#z4P<y-a4icSH4Sl=qF=e{(5bVZ7vxZ|I0n7LVi;Ew<mwbzt^H&
z8nL;`3=}Q|$al@nq5r_G1OyR&lelBTUYEpL4MqvTRvX!JHTRP_7`x^AA4n{{MID7|
z-+CW6{r(eWekPJ2!G?vn9ZhrTs;JvpMQC7M?z&!gF*$3}(5jQ&0zwd(wuhoYOC)ac
z(?4rlk%p=wjKT&ULGOu)SSt$7Y4tV|>`)dU*oP<NI$gW2_gziv_8b%#GtD(^>A9_~
zhL#tww*cc>cpcNPECq|0AH2F6;i(Z3yjg{4G@ytd{8^*J<&GPyodwI>!np}}r=Lfc
zR?Io)T94_I9UL4I&_rI*^98(MbEkd+ZY<WoS8qYzJNQ6fTWq?BmsXqknNk@vAlZY_
zLqEx96t%Q}v%Ek?LUOYdKDkZ9Wt{}pVoFSIZcZDmjaXPlEr-n;ngP0%HGCoYYiC(p
zLB}*Y7&fQ@S$%y*XSd<M+}tJ{*~wU;{{@7Y93rWvrfFCMOGZ~uSe;p@3n!Zxn!LRK
z;a=FnsqL$#9-<vLkq{%}ww)EM6@!l_3@rCA?3ES&%ZmuHFjxv;(@u-k)KIN%3oGEi
zv}|tp&ki%0!8A5GDUr!+*l06PgAB-LpvIt&z*@aFL?Ukcf&W^kxjD78j0{_QFt7yM
zZY|g9hFz?6P|?#*u<pDAs+;*@jixP*Ft)=5!D39I)$%$5#HN2L4Im^<UaN6QuX37o
z5wH8Qw|v=mtyNI`v8S7T{Ht+9?*oL~)FfsK=)qc=rd~>@(xW2-@#B)6<)3ctY?E~i
z6G(A!I~Pmgx|h}8)<%CJyAi6fG!yuo#;m`>M{tIAm%}5@<wxqFG3k=)GiUArm;fCy
z;&@R$XrNrJvyj(CTq4=d&d!N0jVML|vRHDZH|J$%xV3xcW^ch`R<`HhizZIHl_f=U
zFR_a_1^-`f@4+S9`TRU|EgAGm4Q+F217gRt%sqJ#5k@aB?e3@N?CfHe!lVuZ1Luxr
z%#XD69W5yse+9)G2@`T4qwC1@XSHJDO0#A4V~@Y;b$t(Ml?*w*y>$hA_F{~<VWWFH
z`{SwCb(Q!iFMz!jSd;ORQ&Yom7__P!YN<>trQ9a5k!;e7r0p&(Ejd}bWT6#u%2cIM
zb#>i$@9viqy7X50L=KMj>Ylt;+<5VA?BaenI!5EdU%QDx^iNL=0YZB3&MqYI{2v(@
zn%F<V07Zkc$4e%N<mXo)o1Eq4!<S2oy(9_q)oJLW5!W*)t4?gIxIIGb<>lr7<KZAf
zK!DW^*qOuOe6h;qK36K)tf-)1VrmKj8wTN)j%mfr%=`pc--x^{9HL_p35#=d3lKmk
z%j@N8+X+0uR5HgO$gooZ!U6nKHOChyf<EF%47s`L9nw?|u;TEJS{mf)jMCW}HQECc
z@PoHy)b^9pKQ(A+{fW?v4s|KhCvVinAcW<WN1@Z9y`6fx&B7WQ*m{lNJW^o@k&~9`
z6uX&b7GRpQ6)Mz{0dzwGfUl8y!=CF!ZR3;kVNzaaa#&R2Xap>pBK;0W6ro5h(~H$M
zV4EIf+>fCO#oV+Lq&rnzb%Y{}oEKmb5_ywE;sC$0w|&3*BcTp;zNtv7{PCKK_;0>4
zLFvdL8Z!pk4GZ(y&a_zX#hHkx_V#wjjUI~~2;})f!NG=zh?SG8qz*$vu3w+*X|U$=
z^Vt^15xTgzs=kd6ShDXd4)i`q^OH^)lJ_vXcJ&%{jc&HtW!_G<*)4NwWr+m!OY2MM
z_Ik4^6$&TZ-MItS^QyiI0OOhg8zz7;hqkqGJzQ-yEXxBbHi!4?6Ptmdp{bLT@f8I9
zFLo&#seuDn+e`4Pc*L`|v8sqWP)7gr!$rKHiKr+BP7w~v3lrFQmcT&9C&h%QFptho
z=d;Z%;R@1VjmE_`3JZ}yU2ToR0|my-OGeFu3l#{fdeLCx9{0gG4|&+7ka3fNgvrI8
z#1y@Er0T%j7SRWQSHQr=h7Jk}ik75&1)K<-t_O&~#mWw{|1?y7JnltFWq{~zYiW^C
zQ9)k<N<=z?HYGdzT+wsG0VRKwN#h~lUYufU=&L|})E-{XlTK$gc3gRge`Tn#WIvx6
z7i*FXWj;JScCsu_(bE!>^Wc&e@`q<pSI;}1lVX~4Z7!uUa&aEG84~}mh9IGlg$|n(
zWtM+>KVL$DO6Vev=L|h$OlHE3Yx2G^E32#=9vXryE-vN;mYiq0l64O;JwSnB!NkHU
zeJv;~R0ceODYDez=;HgXd@io8l-1SM{2eY&*QU(@FP^|QBEW>k#piLFwiy8I9nC-&
zA4_@+qSk>@W2)x1Z#-MZGP9DF1#B>9L^j+?*x2X|XUhnH{UCa+%?=s^V`RTDXiS@c
zK$0f&d!4?9x&)--CUrh=z?d~{UdUOnV`{33(U;F168B@^U_X}9&(6+5gJKdB9V0M2
z1hJ1&1Aq*?yV@c<a@U|B<+9ZXD_}<{X8RljBxtnH-@~1JuT3$4!NO(KDe@xw^5qNX
zSP>-=G6htFBp9-&;PpNnB=RoXXB1!TT{qDb3fX)6#3ub`b+^HBWBd1Bu>$3w^~s4&
zL0<gdPoJLVexnrwg_aiG<TRC*E=A6z)X$6eSbhQ4R^o%jx1kj}wl*2$VXLBI{02j%
z2<P|l{&u_t7U2eVRWv0Jns9!1);^cOQBxKsV$NJE`sJ!XgM~$-Fc7hiMEA%zdh*E0
zA#MwJI`5k{+NZYP@Y(XxPHp!W7q$r)82T!}-o@xnBcppbaB##I>$+X_Tv1_D`TRRR
z`ue{Tl4O>v=#ZP+e=gp-hG*qcu`?p)6Jo@hm7S<)766oYi9Oi;M2#Wg7!2q4yFdt3
z^lNYPTdU-RG0fte?J%wS<5lIs2_fr=X;~n1TAGQWFF$4BPnA0#LOl@!`O8$G3&Aos
z-<duzb1HhEq-R-KrEF3rBcAv@y18!9d$kjy+}mfWrp#HLQXxU}t@ufSEmj#vBJH!d
zq7e!&H*pqBRtVm&Fex4+S%xwbeS!^1eZn@5g0!^ov@~o0-dO6p*<LcG+%5w?#^Fem
zVa*3kcm-tdPuMZQrqYmqe-mQ#bCOpk<l>VOq_QGlP+{PP6Q_Pwo}75U??~7`{2g{h
zLu<RoqoJYHq#nAscJ6!MBc{P>F)(2Lo*g&ws-3JQN5Pa4ItIVu&&}((DzO_8BW~gJ
zTY57@aBRY|@z@c<2puhBgNfpEiYPvd<m@=*7&QCJAgU>b>Gq0Se2yPdNw3`|pr{k`
zyTgZsgqR57*eY6P*i5B?5$Wyd2RqnB-9-E{q)Xey{|qL|wJAhulZi;va&Q=&E-C6d
zUcl(<|CfmZ<KvBHP1hCQ89>{ky@KbzCx?^7#Ewfab*#&Lk~8E}yvWg{z&ORPu6)t0
zOPmw;+e4JUAg%I$4R{=hr!j|;%LT`t;Q%Ar=H5b4n$I^OE&C^c!52bj2))FI%li<y
zNXI(o4gf1a(@4(Av2`BNkoXFWQBzYB*qSD3<V)(mad%_}0<11Gk|#gK=X^0HEUMDR
z2SBI!o&G$01mlz#B}2oDr(fCekzaq0!r`cWKBT552bO(PT-+yWE*uV^dK-RHj=~sD
z(UMhl>4Ds3WaDiob|&U)gl_{)8oVjC($^#Ui0o4wtr3q&x$2-bNmnxEn;bg9!p4Q<
z3=wK<ewSPvrpGR1isY3*uBXMz5Mtc9%|IeH_JE$$cwA!&8xPJ-B8WAJQ%TcVSdVfj
zLzUaPJUA%l%5?S{UC*m{{lqrHn(ODuy}cw3BeeRNh@JgfOfL5Jg*hmww{9=*hlZA!
zwi0T)*J+t1k~J&-%Hb873>H=%GyPD?t3ULO_sZ<x{0KLfq_m2A4ZN<gb@8jOkHfAP
z4C8>{2(f`SbCw`YjoEh<5@VDM9HjcchCBTuBnEg>1B{j0`S15D{Js-g?XhZ|PMf_1
zfKd74dS}?Q2J>zf8>7YnB1FeT2b8MXdG@Kf7MZNP%%uN2gY?SkuDuHzE;Y^2_y{zM
zP0acFw{#dDEUaGvwyv|Vse=Qwo10G~YeYkpPEb}KH~&zxWg{n!<uquuOKCb_4ZN6t
zy-t~I{xDF4$^=5BLj>)QK#OX=4$7I>68t(A{P#dD*1ud~tqO=P?f9VrknknY$=F}W
zvBn0jMx(Z*MOKhIASTbj0rdj(ay$KjZ@&A7hr7U*eOvCwL~%>S@|__=dFnchqQ(l?
z2BE<CquRQrsVy=_Sg6vAa}}EO-L}yrm(PsIZyLLhh_<%Qydq?Fy?t#<5R0%^BFqav
z{+L-@O-NsQbtPlZhAuM-BQ@Vv`p9Pm`&hdHQ2~rZC0_$YO~T~kn@}hk>~KwzZ-NMx
z3|1Cz&Omd|C)UdHq@S{OCD@k$PLUE97mva`uF+W1Ae>_V_;xTpUPS>N6&5z=>zmI?
zfc%P293S#{Y3e8rc^MJK@Esu_H5CdsEQHUu^&v6QfKldOf~%~2c{0+0duVeH%u2>7
zsc4A;27CXQ=;fvXYnKA=Z`a7b?$+0#-X_^C<aNp7S>%!jeRBWJSjPX5_0>^TZeO&A
z?(WWubSd2kf(X*xsg!gGiZr4$(jrPpw+IrF(jeU_pi&aj;alhT*L&mLF&sL$j04~P
z_TFo)x#pbfemmY;yJHF2+d@f4kz(p|x4h<#(9lq=|FPL$Ptj}EGN(My<}0qS^rDIm
zUR(PY<DNzmnumb_wJ2UwKuMeGx+ijzH8C=}mnYwOJz!@O^;IrlvE_A3V`KWyP0U2~
zNb}j*^xr%9rfA%Q-gipYN)lRR=rC09nE4V*1ndyVbB?zj;yM(`Y=T%NW0|RU@vl6H
zoJSQS`08FyL1!RSZZ$cM>tBjN)b-N9q(;7;8yR_11uWwrf8ahX$J?N=gXY!#zI*e2
z2OhlNSUNG$WmUR%NTuBOR}>I!zsEn4(9jh7b$sjZ$9;G6E;t#5hQ-VC*YdxY?v|-<
z!gpt9tA4ugf68I9@bery-}E(QmXA;`tex@H<lz}~_w49#bfmU(jkWLV<4jVmQYsKs
z2vjlQk1%7$dOd=gJTMVZ(IsJ%U#@W%7Cc=%qs=Fd2YIrmv+)YK$R_(Hi5E!TZ)sD6
z<0xX2MN~1`5sVN?TmQ>#iM+Q=awcFG;ezW;(QB~3-bd!L+{yqs38t&&)Bi9qF<Au#
z_m|_f@H8?GKfm~QgN&+&hldGSS<c_po7-tvYHNQl{|k0sewPvf4`KA@M;MmAemW&p
z)J`UCb0wSPS!ELGOx0|FS9RIZad&lxqIaVgRvZV1I2rA$VBdF`@;bZ<Ct|alvby-~
zt|<Ex7;kMyLiAto7#-K6&ZiPURggQb%z0jm?!qH_C3@cO+DeyhcHD^hx`MLm*WAHU
z+`oZ4ejzRhpg*UJy3*D^S$s8=B}R9LzrfwHCE)n0l%mWX`+m#rtS(3a4}d34SNG5J
zKzG$5XY+=MWN&(4p!yCM&cNd0K}Z@EA{b-E%HrL_)u0b`<ab?N-qicLLUBGbS4;*V
zf>mCnz|MTNbGbVE-Qi*S{1@*C8<hx~5`EpD4^Yr!5$03q=-txGyK<5c{yG?5r-<8&
zC~Y;^UtT5p$o0_bNa`Kt(ipbAa2HMlU;S5R#!79n3qEb;KqvuzjTPVlqA>5iT0y;j
zeR&Fy@f%kS>(r+}POht`A}3#gmQsWJDk>uL066jyst+E70r1Rk(OmQ?2gp_%18HE3
zF&A)ZuB{ysNVJD?E_vtlL0a%T85ABK6RgRO(3|Cu^V)oLsJBEf&bj6}B*j<U6;Mbc
z6wjtd>j&6L7b=R{_|Z_Cmb`uR?`77DgdZrrG3UPv5d#tj!6Pv=ftS$WH4r?0U#JS#
zWb^gY-ZM+gu11@NVULJYC%1I*-$7a=it_B}>SVSL>0IyB4_ds{dbtn$ELsM}IL6ps
z(zykU8n@-vSkUdSz%@ufo2JtsVE%=?udff9Zr^}A=MFl4d?wju1v+QW*!$;r2tesN
z;OqE@JAJ*qZU2_enY2)OADZIxXFbGxm?4az8}Jvv%7V$%rRS$|Ke&>i9+zj-)WCZI
zRkDLRM-UHpN1#vL>B}17UipFXPb%TjiuvUa@3xPk2BYkw`db|sbIO|HI|^m*-0=`X
zNhDFlEx!ElgIvYG@&r@heNZiFSUaLK-!>pagmUuD*T%-ie&5FCC*CPfLj9$cqN2pk
zXa4S17C$aQowcc^9{;G>BewhuZ5xv^3Fu;9|J~3LF-psy?k!e7J#r{Bsz!BdJ$DEb
zoua1AJfxBj`)2>>QB+Xnac6zj{QmrhWvg%6#Y?sRLf3(pqSy2HA})^)J;k%q+dfD4
zpZ#ZGnCG1RSex;6#7|e3I{0+82di!lm^r=%_p~_Pu(-O?)`&g|`O&4&_8G-Jb2Fc^
zj%}DMZ_NP%-4ET$Gh^k8hxO#LnsWs?TV!75;VD%4{U?$6+nd!!v19r3s2cjrQet9M
z2L}h#Qodz18XU>1Km|c6kH*HvyifFT{d9G81v4hl<XIEj`ucEYap}BokLqx}h#+M#
zQm0g(<&KEq;SPR&`M9yUh;uGAo1iG2dk%FJ73E!vACV_QU}k3JMQf|cEs;D7)P{`o
zw#K-uTrG}H&GU2WM{dYGfmkttliVh^rRAHbg|~ZKS%dg`bhp!dqn1wY_=Ca%ZFTol
zbMCy>A2t%aUyR#Iawy=hU`TEARYTWmyL)F-&^+R(ElOKf4l1Iiq&dwV@zZmNw^@hY
zd?~&c^DD0r*RH9tk%fcfUb!n2e!oWZuu`XW*K~&{bl}If1*4=3*<!xU&OW9+%L+|Z
zg}v87%i_-=ef&9`=>>X8X^228Vkt2G;`5_NXp);)nW0c104nV*DmeZ@iN9y3K^*XF
z+vp~#DSNw>-Ei~;gQxmK6t52+dJ4yplUrpblM$k0@uXdwX$7AqB`0!GvNaWAmbSEL
z^CrGG;~1|hMQfv$k`hF`<>xoRWZamZU^Zs&cyCa_$6cDrvYULz?$015ww2TzWwR9{
zwK^vHC@T3oPW0m9=i9cKLe^6Kl;#577?rx0C*Xu};#h$?OHZiMnKH4kKu<_WcpM<c
z9dQXXf;O9KB!2enc+!xQkFUGhwujauJ+scC-_py=3o?UX%VOaS?ld%D1A=;uj6-WR
z=qKT^mm6lSdWBJp=J;3@Y!Y=$G^wj=f>(13Z!@CPOSl&ZiBtd&>xZuFn@rqdGeXhi
zXwPDD^Ss<P#P{WX+(di({?;@=2Dg6nP(ONvg++*U`Yu)ML0JVR!h6idruv8b{@YI?
za9DNXG)F5%EaNdoQKd63&~xvQNE`UKxqhHir=PebzF{L#l3b#FoR7=vMOlVrOy^Zt
zM{<J~-I-Y{?`x}#>v!wp+>RTMVTH?BHu8~z3mL1{ORzthehv;tw;Ew|ima~3yg5Tl
zP|Y-JNPAH5i-aMTwvnFh>M8+zHah<TA~mpV`7__W-Y7=I(b2!B^R8p$Z)p7_n#FZ(
zIiY7|{QxlS6+5Z))+8RFaU9Uuz)!?}S6C=+YK9Ma<rO7qD3OlNK43%$=KJyPSivOq
z^=HyD48n?SHiGV7Ye)@vDWB<~&S#>+Ud523djD6Ei`ooxX3E7V+_=rRfzLntw`r>2
z{g;17#u8s}GEpw_5eJFUZ??}Z2c(;E3^t{AHoqP<c#?mveOApwedjUp+S=NksVrz=
zYz~gTn|K7&qS#lD%bVQHt1N@g?OQBveZ4w-5azd(T2xXJ%5IKYXw<EtK@v?%iz`Sy
zL2)?2H8<5ol9E$U@IjGV+3e5KzCSlJn!hx!hFS-zp<(zh)l>J{TvQvy{R*{++$WmT
z&$W!Bt-QP-S_F$^#ab~EooH%2HXIl@$SmgKf0McfC9xniez>WLjV<&(oRA19fgu@L
z`u6_M-ADEjY8m*|`ue{dtV04*Qm|{Q5Vg^sgncD;swVHk7i1c(+^MT*Y|vQ$BmRb?
z?OuoI8%RRoXj>7KcfwYGtMT3O!L5d2FN|bcZxNSxb`FmE6XKiXs-75{ysN{$TRGJ0
zQcLdy#l)f}9^&4rSF>=6I9FU9S*pGDe!tjFaY)93vukR{rR?Cu0M{3hzP%P2ucPB$
zk+1a8J)R2Jy3?Uk!G5VTt}{d`?KPw@{uFHtA&3@UzIITIKDG&EW+XD~9}t?EqlG6p
z`}MoaJO1NkgQ0OWY>jLaDa7BpI`pjeHn_73+?ghol8Y&{Df|yF$X?cV?O*m24d2dg
zuda}h&CrTGEZr!2Sd5uST2(&d?myf9*uwGW71f}yE6E9dil--#R@!3-4J?KsQ&c8Y
z-mlUv9yK<=G%}f*Qr(?RzOk=He0*W~R=!>8{(bkKp4H96^TAxNBR+_ViW{26P)JIL
zK|c-s(4W>#e{pc=;C&5gIPn5Nu#sxtyK0}wRsbek`H`sHTJw7B`Ou(Mx6LZRYDyo7
ztpk!eGpdb#J+Tg<qo7FNS`UXOYuQGdc&`736?NcMfi)i1<Hk>eLm8^qoD`djgQG`J
zH1|<OZb=wRQ@Z51(OF2`%OtdYk};*gr}&Aj@Upz9NIu9(_L;Mu+D=NEu2fT~MawVC
zM~_;Rt4AoPemqt{QSy{1Gvammdo-SLu<!6xVmS59O4@MtC(3u!_Rg;(qN6#})Y_+Y
z5Rw+06SR7xLmjA>M~48Pu~imgw&-z4=4>2Q-x8xz!NdK&*r8~A6W3?;KC0k9z!cf_
z4S(3HsATtm0My8M70N(HJp)w4m+f@*@@GcT6Dh@<U+?M8p$121;gkg!w+AGM_?!C|
z1!yTdds*;B_23enJ=?U6S-*-Oox#>;`xob%hF}Bf67+i_UcbiU=H{*fK~MT5nVBvJ
zci5-mPil8*-s|Y0GBO5-g;^vIwgNaq!xRr#p}VM1`*J}+gQ;=!>%}jQ6#MW9EA1OL
zxv5)92*I&o!kR9nD}9~N`##}(Ea(T5lhl>nR4rK%7@kf}`zrTw5br;$m4rXaVH{`r
z?>~RbZUZ8%@xj(+=`Bp-k@KydpSGsHqBp#J5jbHX!#<3{p2hSTbi#=zj<kc48ST%D
zrFa946%DxVLbav0P$YkN*~e^yT1Z2dD#JH=Tv<`Y;4sl2OYO)t!(&jU71TF89J%H9
z-qCa5j=e!IP=T%YSK5tQpGi>inII9PSZqOk-f~{;C;D*-S}BH|HNrka+3ko({0}G^
zCNqgC5z6=PBTrT~3W}8wwZD;Z^amnFtC=vYvnErqnIdd|sKs*d@Pw8p^?xemrxkO3
z+4mR!sN6uM#tuDElA^m_Siw-Wxr+#C50vlOJK_5AQyJR`MNU^IpH|g%85$cSyaW3=
z{WpK3*}6U9R~#IgEaAM*Q{aDfX#2*DGvw#xyM2q@^3?P12lfHHHBK~2zgg4IGiYup
z{`)}<d|R}6Gv)UphAk6?gSh9==d}hCxif%7t(=@*y?@UPRNnsl1QME^r`#s)=C$|;
zdTG^&XAF=f^FDa^%|=Yj<@dyW$1ht>)*)Y;d^&5PB=#|(tuI!m&F1Haw!y34+$Zj?
zF*UWF?N`rwakK-myX1z#KWa4i3EvK*NsgXJMd6qj-J!w9e7A9QV5&`WF?~OXvcg8J
zQnMk@z0v))kb<uU!M##xcBfZP#J43eJ9-qouXVq23=7-R+&zQ$q&zc}v1O<L((kLS
z(n>+MC28;@L9u*(OfmdcB2TQ@ke3V%LGRDKnOGzIeov{8aQ?hxLJzXY6+BDJSc&Kg
z5IioAlR1x#RV^$sENMn;#y@@f%h|p_U%XVfe~L0o__jxBF6u~8dh}YjqTmN}>{__a
zGqZl2=xSzsY5wy&deqlfu-x|N>CXeJVY`mZp(#~o?qL$P>mzSHnUc^l9n5+Wx}y$>
znehTlYl}^0;n0QWjjEU81WFHyDQPeV7<X^~j3QzCM`1F#xs+a(fHWmQsxiObT;R>l
z&ie0un*O`T_MZgCOSGlyBlCutrtjYZPX!|ey59tR^ZS^K`jwn=EvikvJUJIp)wRfA
zT3b`a!AEcz7M6I6^2bOL>5gFAb*WrVJijz!p>$BpwoCx02Je9)OS6VX`=qwsm#m10
zhpS6N9g2=$v?IE$m<KyhT~e^f6UppcdgU+vjkOEgwr@VAtKu~#e)MY8EsGef3z6Q}
z@J%zSP7k+dntt^%qEc9<f`sjh))20-w)O`XD(P5%(Xp$#i*TpAwThS+7^_{;WSDL_
zL-uGg!RKU~wo`A6>qZCgel421$thwlY2H_$V$`gB+Woe>gIhoVVy)uKMhVCg!CBDC
zQ-+ZX(Pk}tpfX+Y%kK~4J?UpJ2du5DHr<K;-TAMQzk`qO;O-Ot08zpJ+6-R2*f{^s
zGc>#rr}vtLYVX0~>Tz{i=Ezeu?f>et)!T$K*w!0KXJS9)9ZSVh3k4VU;?AZz0!!>4
zXk0Lf7|W)<{XEhxOnRb32bOrItUUQ|w5VhrkWnZU4Q*OPafTpB?CsC^*p=LlSrF+z
zwq8}%)a+ZR;YQBSte8z#IFXfI><fx?=a@Iyw6z4LXC(yZG<hpDYrTX$B6&IJ?RyV6
zKw+mJ<P*O^o4G3@y7yX^N<j{@{b}ZA=fLz5s_D|!==)tdA)EYz3B$W0JUn=1A1Tob
z<30!In@q+ki14rnJM`glrQ8Ra5+UVLv9U7$$KOHc7Z3KXb&Rl82(fJcVjE+aaghBB
zk6@|xb2IxjMR1qaXd<_^QKI$ms8b*!qQSr-4pQ}&2($+E!X=Z!3+8ZUM-NiZ);@)m
zCHeBuMKI=!%rm*0(r(4+oR3-;SyEXk;4jS>aJ*HJO63531b08b9?+k!Zf}>SE<d0H
zI=j2CZzQO&=?SXv0rCZ+jF3$iHkiz`O-~!1JK{pa1L5cA2U;O((6arSC{FgAMKVGI
zPoKayfpV<1?R5FYGW(?-^M5)<871jt+}sGozfODM#8*06!O@VfJMH2&t80w@w$$^?
z*xZSMz3lL<TLF`~iX=j4-A3Xtev@r?{0{k*S#U`Mx5#a(L^5`MRi%?S7xZUTh%_-X
zS{Vzl*wlImMvh>@=`ve`0kx}IZM74@<jjnbdX6juoI4$!st+c2kNZ=20#1MY`9lQ1
zGh8ML&Pg?2IERF9I}El#|My_<_6Vo`zrtLRT17Q`otccH$IBaaM)k6*K>$%j8pRlT
zqce+O0cyGZ{JGGc;~mTA??g+Wm}}%B%g7RD;Ytd2?J-D=|KYRR{@dqPZ|Mf-YtFmp
zpFGj`2*L+k@~ps$D-p+@_}eG55EtkL@LF`*TY61v`FMD=FSP`cFftN`$ODf>EDyjZ
z|HJiY3jzzS1!G>y&Ef3%6*T8<Vlq@ix9Pcc<yZHyWje0YLQ%y%#Qp2RxG|=>wi8HT
zz}i|Z>p3w<tJ54$xN(#;TlS5ZXBA7w%DM~CQ}+<=I>X@IxsQ%krq$MyJ-Fs^J|Ue-
zwv#Mud@8nNQ8+)sUlO`CqRy_4u4-(q&FhKip_Cv>DK~$C4IRLg?kjC5&6j&kl9yZ&
z$gY#epCuV@VE+mAj5&Z+PnD2<bqJ`q2(y~r64UeWx+L5$EVdG)J`>`^hCCAU=Xu}E
zn~=Yn<EynxSQbqFT=NpX^fR&bVT+HYdjInjoQWaKkm^<KiJ<Db>+d~4(YuKuV%}X*
zSn{ESfG{cyddpx`q5mg9Z8hln!e?i(i3*w|g8KJ015LH1zhvj?Hf(?IcQZt`wZHLT
zsvF(GYIShHr0U>5FGc6#(OGF6)77Y&?xwzR%a<U=C1Xh>4<7lm%sc<+z-X7lsG`xS
z$muR%0i$^;zosj5mX6<aJO?U<hGcNPVr(;}r~@}rGClpFF-L$agfA-=<=B6`PIL^H
zYi&6uYDka{lBn^yPNA`TEaCFJ!=c5+D%U)8FXi2tii??Y^Vg-R@d+=Ec@R;yi+1yF
z@plXf^bttYnyafTVtRUfc<~xpq94H8l}+Y>Is9mFZHkqv5sfk9pPpFI&_GEEH!XqG
z_Ipo%Nw<bD!GBMch1t7F(RXkJGfi*MdN*|5ym=duqAv%k6xl~f8I3etTz}dJw#obh
zD}@#o(hmOf^z>~XesYJN!BT&GI5{a5eo3W|4^0!^)RA|0KU&$5)-V5R^cJlVNRYLK
z2Mx~KcODVwR~y9uWri7eD$it@0Af_Mvtu{gF76yOs<y$H1@)?T%Dl6){Rt^4={{&V
zJAs&LU|;}OLD<qUO$h#5886DbE0xhm@NRW$Me+0!nffoh?cl<P*WIU^HfL%&GWu<B
z`^1&Ts~`czod%<`KZjBC^BR`l=T+x(tM<`#bPW|bW5QDOEyE*}L;K2JbhMQ12=6U3
zq4Jcr78NyMQl))f`STS|-Ql|W^=CIf6y_*(1DtAcyb<YSH2$;zqs4|*lt(`^_7BeS
zM@OHxZ+u~8&lh!S&R<7mlzWG-t84jpr&yLn5-f$^%04$K--Wvin}|ro+xt$yUqQ^_
zYg6d`7WYnwI}B2T53k9OadKXZW@>Qxg?&vMeMv?}Hd<*Z2Up#DXe|IQpnAzQ8yNn`
z3k3;}WvEAHiMdTRz4#Q9;4^+*lE6XwL6uc|AaN-Pu8kXI$%-cP9{bvX2A2Su1Ftm}
zH7c%Yt|qg{o=WM+YxKZ|;mLpNqGP_yN^xgrPaC{G(mh%FtNiS$IY1ZO&F=SE`u}~*
z+F(Y6j(LL!VW#ct`!hMO$vfQnqbIrjCy~6-j2t%Z1xaILU}DY-Eqirz;f%skYabu(
z@Qxl>5qk3`3;(%$+wc1~M2KJ4wr`9{Fk(eTb8<-#WyCyWcCdHt>5O7)w@QCsvPFWO
z=;*SnI?%=_<;#n><NUOxQ2qRJHHyjRcxw_#J*cUvNqF}z4(Rn;i!WM!2jzHPI_j{w
z;xuN`v9hU}CB1x`E#aQ=1NDg5OLZW>cPTX%VAU15o+$f<{~$miQE+r7oT-vYI>(@r
zQe7?Mr%Y2*Xzi;LOzrrH+1aLqtR^~sem4|^r<Y&nHwS8ZhFiaP)3TbVq%EktcQ0-M
zi+0_Ug_Mjcbc6|^(vx<)<0iH4Nh0Ydi_4Kr@aX4n)d!|%9|SELA1btKcXbbi$B+En
z-!~$}47>2BqRPPtYY&MXau=kg-w-l2mBWH9ga|1v7DKePul|>xUj~c)6ojy<Y9{!8
zr}kB!7($|mEahP-{hJ^9L_NyKc$~N(3~d9d_be?4L9b2qmIz7m$N86&LdF42xu~**
zh5d)#eD^!9(AW2dl-vAJ+@F^ku=!bT#x?&r(h4Xhe|mXjH9Jqr@--sZ-ieoXkycMn
zX?3;pCre5ys#V8afS{t{!_c9ra$-Hhk1YRfpf!AHjSUVqM+9ePqO$+T7g@gRUNt*c
zsS=$}uB`mEz31l(wdCT`?Puha@05H`9=3F}6mnomTM&c&*n3)jpi6iZ9tPTPJV)T?
z=Qqc%tu2#~dXmz|F{r5xhmO1;bP;_XCL-h!qWT6EK^#4XKol10d5PUV3Tu2Sw!XQi
zY`=jvGb2qT_f<e!HyH~-jLSq95y&&Tr*q=~slY~m3gU4@T0m(tIpQwn_Y6k}%q!mr
z+Pctn<LI>=%5~i#p8hfTKF4FrlXz*)FX_6S&oP4%?AjiAN$S@i;4wWquWFk(;H;&8
zj7>?o*k(2Hhu_2^h>VD-72$O>jE#SVvavA@R~L3h2Hon9ql_upaAJ1$W(>j}!q(PL
zM|W>-<~@Ese3YO6EIb&oJ35bnp(6hh|KY<=$tl1w-Q3L9HlY0AS4MhYXvXFEGp?>K
zQGq)qB9W8fS&$sum<ldCuT@pk<KMq$(lVh%v0OgpzJA6+TEKnzy?$;zh>%bKM28|X
zE>h?iyI5iET?aq@S^az{>fcPHWnd8aWZkoI$%D>Oat6_YI66Em0@@P5;M0qX401PT
zdF}I$JdD+jhQ|sXguIja{V~oet$zba9JAq3&v&>IKr_><7>!&CeUoOXqS#@kr{CSN
z(9HAf`E=)$Z~j9!(nhnGnHij_s$Z|ZfA_Mg<+Famh@Z%bk&%(Lx+Y9jSeQw)a(L*>
z$=C8SAz^v4E)X8h|LOD4H*Zc?x0@c8p1e!@OyujEH&N$?SaIKBP9)!!k&Vu$c5v9D
zy`8olT~jmA|A$qZc5o=n+Vz?q71ek3;D=$mou|S}YG2<^N3ISItwj|N4NioFJW!I2
zw_P`XopIOH)U$H_!rI8+cCKuReE*(7@b-2%=%cdPTfBcK{ckbeZ1wjhvY9^nSpuS<
zI}iFT$trM~o10fQj_>rUL>X@;YQ1!7Z0;60g)|ScJ;Vr+O#2-nOuA3#aQxl>SiBI-
zkVeO1LdhCZQ6GG~zP>Xy`|<tCBUScuZ2W~%j(iyzImB!G=!uCGlgpIU8ywMjLSNs^
z)3i^=RtWUT$@{be+&s1{#7gb6PYb^Zi_TMm32i2;o^EpGi8(9RR65a$rwlXYBc59l
z-D}<(T}636?8L>JW3H~k;91Za1>|Q(CMHz6d6O&ZKJ%;`pss8M;PFn?`pik?m26cX
z-smoc-7`VwkpJ{ZPEL-TYI_<pGZVn|fr{;uf=<&-Uu6s<#Fx)i?jz7kYItJSFeuD%
z=)@b|t8Ed4Mta||WqWFZoEc8GxYWqKc*g0~^}pO59jvQ6(qxW~&dezWkN>iSGxIpp
zxwu#$;;D-2V}|NOKc9Z=9g#zXthC-+PD;Y7s-`J?Tc+1NI7ozmzDY-ityQh7)g!Tc
zwlq<;Sc*<>7`a76lp8!c(Ka?d8DkXaXskZe;1Yh>-I&m)R8-ujOEz(H(`03{21Y<W
zaxS-TTTV=@D{zo0va9LN&7&|22oM1+J2EFn&c)T$+SWGAZ}~YDYa%wBCl+#96qb9s
z>dx=qJlh1;7?L&|LxYBwBJ4^h_T*|>${75t9%f5MG&f7*(~07P8<DD7F4bQMxI%DU
zmYIGggv5bBxRE-vxY5ydjaAVb_f!fM1z->Br7jwwV-~Jd=6@fbd0%`XOE=4#TGGN!
zWRbe0v$J=FOA4QiObi|CA2waq2g%F)g6FuwIC5VJ)ItUT&)mJH!NrYZy?ylH?5s?G
zTUXnI42;9E31sqofaLAQD&j-&>ea)xF_7`_C%%zqZa_0M+{HN;r>Co$tyfEq;zm`t
zQ&x8I`1p|_wrg=6wM#ul*BUP|tAdXYX<2y=8jGhY`+u~ee*9^zB(J+^5(bL#@=M-}
z3RSCAT4=V}6#tYG5-A9Qs88Fq=DmMDf_Tr73fB0covT)mJ6F}!bwO2i0FwxQKnXHa
z{lm3)L(xCLq-|n?I(~GF^S@U)IZO^C?+9+)x|N=l#UrQD4$a+^%`{lZ0xK*h-5U-d
z&j9t8`A=G8n{|;M4=FB6hI*-cJSjG<IU=w6jU^A(dhoUX<%OYWu7bm+Au@>ZlrCWt
zT%$=_Ff&S1N5;fxm`qoeyt?~v_=*41^0C~>FP%fKIKsEZ?(z=nnx<yAFccOBRehR#
z^2JVgwyHkp;m|t*L_t9sf_P>IfBGrDgG07=y8T{fhhiY9T*P;SnZ^H-P!SV%&=5L~
z5{SlB+k7tUt~K?P=uwkZMh1phF5RWBc{hO$aOl^&7=2o_wWah@DPzU61<AmL!3b>9
z()60|q}yRs!$Ch!<^SqPAb87Tx39G0RX@F*km6(b^MKA#_D$yH)?}%v7yXb50l^#8
zU}EKnd`Zz$Xmvovk-peL*1usm(C+gybh}uFB9vqi89n)22^JR9-s^s>L_yTokFZIc
zGvpUmgokyqr)Lyv#(gXd!iFoep^<Omi-zXNX=2tT!`Qf-ihLU(;!aF!)jsvJ=VHH)
zi&l?v?yB`;!O5|ze!SK)Hioxy5c+r1N9gv^IPso{NCX_H$Oz^1DOubP<;X8!Xnr04
z3Pv(>0k|_RvPQf-FO_JlYB3PhE1rwc1mEAxa$5tU4@jzl<(Wa7{5;Cg@;L<-5hHrq
zHZEo-`o@MKN^je$|H`D{$BwQpbd@;z5c6y&d-En=Wj#G|r2D0abLx)~IXP&r`?^1F
zzreny2YdnfU{GSSh>KIh3Vuua?}4OJfu|Rq*V*Nz?s!aGOhSBV2{Q}&qW+-vT+zew
zdp@3@6fRQ+x_kTQLK+&x-2W`qs%rjYTK6oTliZl@N48c=qweWX+QJn)^_^8p60VeE
z#@j6D(b0JAt1}(*O;h0=R)P?f<=n*yY02K|>w9o=Ul3SW<Zwo~nZvpA_iqksZvK;k
zdK<2@bah5EGl$;{WFk>7S%??3;}YlQbEfAtvo;@Ik7!rA8)6@P$!t>6!H-5q++i!%
z&?v5KGI~o$MrJ6O!EtstAaDTY2DZR9^#A*d1RA(iet#^kF19QELGOYhXyvqZ{Z|8h
zre=elm5mKaC(TC98rZOzt+5yP;l}s+8HrS}#SU*TQPSLboKUlZDc^DiOy6afOCGT4
z1MaoeqemZkXVXgmi+BapCfOG^&n6}&Rv?m{fxRDdqN?DFn=1!8mj~AN_WIjIm3g@1
zi~VYX2=7VjNbXq9?l3CGmDE3c3xr={V+d%NJs0`2gfp<Ks|8pjp3-phFoh1)-*wu$
z)!<i|Bdn;!k)%NUAL2#ug{hM9tiF=U>9=et^MnLJqR&sxS-Bh=6_O(m&pF8{vO~-)
zY`<T)VnD`%gM;UBR0uw;IQKjbo@Q@TQd~zSCDs0#aBRA_4>p=%@gpYW<n#*4%5Q39
zqyl-w>2HZkv=sW$S5&y6S+Ph3V&&_A(_w2w>9$#R$UR(M-Y+5DHHuFqM27SXZz=LV
zj4F4%My8L35)!yttHXAg&JDs~VEG?4e*G)sLSh8P9*F*XuFjc$6r=^WwUIQu_}6M;
z$v=(8s{L&|TH6h{zqTMfFsgT<S$cM)Q8nw5o}O-XvNJo=<R@^lxA+=t7wC~mMOkxH
zud3Dcg}G6!L##=;mbtiuPxoMkS*MN8&5wzR$6p^Qvyw#O(}b3ka9<ttFujb8?Y@=s
z47DO|Jqq_t$2A~VGcAE)9UUFSl$4QhEFgi7(vZ3^kmpEZ5f!DZuCC_f=D8bPP!MUn
zX<`2#>foSN`&7*Dl7|)FIunTizhQQ_WR_k!mhZ>ndPzfu)~Gj*C(luO&t=E|O^UhV
z<6p*qcW5HMe_#Hd*W;sFu+iZ6M*@N;u@Vk+?ar>9dvuIx!qU@65$V6iHpDNE2g0Dc
z0_k#ho{E6u<C_vV@cxH(9Pp|j!8BTESdDx0CZ0L%0qu)J6YSzTdTs4hPEK)L%@HDN
z`$-}pp}fS5M&oVJIb>P6%1{#$lGXA1d1j(8R^lZkr`_dGlV|0+XR#FT?v+)!nNv<c
z*h7g7Xz)fM9h2v$>R5b!zon<ms;Ui&L1SZfMCQ)x_Lbm~=^R&mmbTJT-8Zf&DW`ui
z4TPxit7d&^9WrWa%<vf`$<qXuyFuCf@#8JzY8MsFMbXFV4Eb-3{fh8gdWt0~DtdPI
zBVOd>w(U3kXD73d&eoGPtK3&@&AupA1<457_mhj1>oY-CKtf0N8UTsdW*vrzP5y)y
zFra$bZ9^{;Kn@Nhk$^rTrA4NurY%2o)NW^}V}{7TFC*2_*Pq-PwJRtn@IPJrpG~Hn
z!&sFgKoLlXJ?In)XQ)4NHNbfGq<sHMkH4oqC#d66k%e-=PHiMT5H;i>Rd3gS(Sjbr
z3a0~$?ZO|oO;75(^3oVT?C8+A<W$PEhZA>oYp6Uu*AI_;7ZI!BI_$txD*J2cS~xfN
z%a4N}Tvd%1GDeiV=}}{!;eY|NJuW;WL*R?g<%8nHi?cE)6s;D%%8>)E(=npyRink;
zujuV9fWSYy{Da7mLp*(Y3GWRjT($0`__ewL24<M8R(*RR2ahw4U5(n`-7I|mX@c<H
zgrq~1q~zs@l*!vGN6xQF^$cW{l)DMMe;<|(?+RtOoL#zgL;X!ccAGXeb(L9(&~W-G
zW^7NVElo|WA2XC6Z{HS%4Tubmcg_VckBv>`ev!oZ{X3_#+g^0W<+@N--%l0q_4kiG
z{!mEYWlm9pi7$1TyW;ewu{e{qJ;Kby6D#p@vZ1PVB!B~Sz=bB{G9!r8O+9(?L{Q{d
zUVGF7GH&Uhoe(fm{_!y<NT-xAzaJ3P(Siq5yrw6VvX}VS1R^~kzOr)PvSO^fjh!gZ
z%_k&I6pxyrj{TwPM)A7_Mm$yiDwiGh|LfUI!=X8zRz%rLh>hJgTl+}JX@XNa=*sB#
zUbzW#R_E&D#T)qQ=toVa!FMurFF+Cw7ApHluwjh-`e`(PV;6saBQZ&f7uP<}f`|Q7
zr`^{@DPR!;yd*Xm83yFclu8?zl7VEpyn6M@3PfT+HOqsRrsQXPNL>GX{fFd$>(*z3
zBMy+Xx<G<e<uu6+1BcMSz%gdnm2*%SQMENEBFHHB%?T7;x_aTi_T6VZ#X*xA?QxRH
z$fNv~>chGV&KLSWx#T+tE4g;Y!k|LVvjTaIhDQ!hl&n`P1+T5y(9NaVpWP!+r+11d
zh>j)$K;qTqX_Wk+5mD(Q%8)*X+`>X)WLb+DRuB`U*A4IT>Pi%Xg9I;MVCe>VVxJNO
zw*Le(3bBd4qLGoAD3n0r(zfvhnYI|266w4a*Hh+CW9HfBLFT=LJt(cM+pE9MN)%Sl
zBHa(xl$#H}(IHJLmjX3!XMIr8i7YFtT-}m1<Wi!+r#w8mWi?r{NG%s6n#%WDyRfLY
zZ<c_J?9t3@?D!YCMAh(}9hWMjp#2lskeHZaPQGir;bAw<5sl~RnE~yi9>Tb|L7`Dm
zd$cJ&kPU^ISwut;se}w|c21wZ4!Cp|kF%=gedFuL{e8`2Qyp9OG6sz!83zjs3%Sa&
z+@s@wH{_3*44Lyfto9~y!>}(pLPF2=joJ3OIa=gvhiO~YKHCN^3k@V@6}Q-vSP|;<
zl7F!wm~@s_ww8E3gIZpo^^7&(xTIZdx%pKhTU3$0Qz?<@d}6xL-J;2nud?AC;!2;b
zGFtZc9~+s7N^iJ(QT0B2@ZheJ5;~yjujT$-ktHT3`U6P_IIGb&*FJ{rI=H7G0%N{&
zhy2CAYcXsVB%0}|Meu>^w!G6(wWg+~N{;Mv1fsRIRaH}Snr8t8!KQ+`vElCN-Bs^A
zUFClr;QjhlhnR#!`p&PH+>P`yTk3`V-Ja}x0N~(>R=v<R-@i?bFW$QLa>uQf#q<ki
zp~E{^sKnHI%(CT22*Y>ETLQ(ZrrDA2P6I=KT9y(R0U*Vc^N)psDR@IabZbk1gzl1+
zJ;^3K;yMq1x#D%xr4BawXA&wgw8Fx7RW(~^it7MgM3t0Kd;ba2xa;58ByiW*82z1e
zM%+6YrpMtuAh%p?5BpG55`ZrD8H4!sZQ#OgbMi_@CL|<Zj1;5nEHsimNaYQI*+0lB
zY8@Sl;EtrAu{|)ngbDaC#HTl|$m{udl8YD{yTbf+r`WRp+FEz%{$FpUpc@6qoiUS(
z%?C1I4BPNK89c<w(fP~RYqWxb?bYAsAC{^~72U!8xXkh^<Lc_F(dQ>@J3HSXY`aTU
z7ubtKMp#n%gM{?Zw8b|d*y4e=PRhj>L;Y@fj^rPgf7p<>1q>^qEHx<a0KwB_NkMU@
zJ$n+WS;I>3;h}W%(J;L#yBzo8f92)nLeMmRb~Ger^vNkj_?G(pX!;k|6k#B;q|1*u
zIuD_irFZwhDf2Ve$M0jP#A6h|Uga}l&g#K)s&N&u4{>QUBZNkg%i<Rb*l19tsQ~&N
zbhe7s(!mf;%$lNhA8hCy)d0i*;X}+}U{H|k>e0CpYa+2CcH+QBS6^RreqrHMQ#puI
zx&O%l!EpAo8xu=-0$6#bn>G1rxGh(AMv|ZsuWdj0cX3Ikh@HX2q)A_C@!zGF7Y-|{
zs<uX~$=9UU|FNTz<gY!6nA$a1C}k!o{MnoR8m%vuPL`cDRC(_$g92+hRrE@0@JqZd
z_9UwNV`BNve<`|fRlAOu5_%t`!gncDSbVybl2U#A4y#yCH8<}vvDA=3)#Cue^K`G4
zofVZ`?DYMxEF|*lb0UVMWVaQ{&0%O#dU{%K3Qv80?pj5SjM%9PDG7>>LE*pVsUEnV
zaS%12^#QN2UU&&Oh(nN_@=PbH_V=amOtG_AN6$5IXk;ptm6zWK-wFxuBB|;co5a&4
zQ>B_3--MUgn8g(j$G?m~b;Eh;aq-u&W7WME470WwO3nCh2{iAcqR30j$l!#vGgnt1
z|6{}j8)#KnZHcFc?9s8$BOp$F@yyWTWZ#}DXM=v9<YmvdhpeZ2qt4P&m!^lakJM3v
z7g`>?NCVP3DY$#-7#I}p9If}!v2&LY!5jGcPn7N9Lx=VAp9<)qSnQ&{!i|1zFFhCG
zzC->dpig|Mm9EapD!)01A|$er1cKYJIBixgHWCtMV`C|NS%EnudGwwsbP7=9bMx~4
zP1c(xfi*`Gk|qBY=$Bj@q%7g<8yh5ub#Sd`gIMI010_2s*^qO*AjTf=IRh1QJ%Y+Y
z%Q+B4`F&9PeX6Jw&(XRAV-Z8KBRVh{-pg*`o)#5xlG4+c)jtHkHdQ;j{H5K&Y^gL*
zu_i)3l$4*(u48Vl;V_u4kjiIz57yA|k9cVI+g|x#e0ss)nBC=^nBD1k<ajTarO)w#
ztgJ7mkGH#iT=>KWaWQ>NC_OQZh91)wbC_!L<YJj!(?Ny>Hh1zwf~msi-p*>Glx=D1
z>)-{tXPS9#CwnfW?XQ?abL~i({)v)cGfo83<94kndL9+ZMZZKedUQs;d80Hje@pJ)
zBjj$;^EQ|*BwoY7_&O!QPt)jAdi&{_drZ6S*tfS5l_UZJJgk&dob#~S_rCc3skpK*
z@_z*~ZS07?{(7btSBVJbo;U`Wd8T9Fn;k=ov9^in`J1#i3@guj&kIt3uFlS|3F+rr
zz^B;mnx0MrjaQ59a}Z~u$hThZNwJbfzXam=)87SY_>vE+jnpqrb{`;!A3b`6+zq}%
z&_Ogj|E|@-q<3E}Ajj<Mo-#HIyKE5S@A>J_zrV*-8qHYVe!bY@Ns;}Nm?b7fQe2lr
zFNuyC>@tV0WA-crQoxw5Zx40mdmwjsnUzIXTv5RcLnMwsrAQ8&MM0sx5|01Gd!H8<
zzi$b{Jf{Es0iE~8$Nx>;@kL+V+uhZG3aIpoKW!iy+U&FSu35vb)Z7cp&ri+Aigj;&
z+ICv&infDd$z*z(cn?fiIN-*#gVe?D=WuqvrtK)l0vP(i=70)#n_}-@>bum`b*0Zw
z)`6EnJMc~BnJO`f0{m4}y|dTW#J;J#E0!0!p3=Ae>X?GHJT+;7$?HBktLpiX=f>gS
zZpJ#(u$+<(i}v>EuVWSV5<@+<_?N^V1XJ=qy1{a`y+7XYlxTeMf*Rg*ylR1de*QXX
z<FnZ$=^$y1?F-y?0piE+(!RXxerj@Zi%nM6!ETT`!Sr*es*eu`96Fi66Jn0!`(Q6M
zujP5D=6PI_Jf|!Ltu<l0UgA%?+2Ym72v|W^R#xq}DGwM`NGh6DURb=`;1Pyk28wyp
zlI<CY8gO2Bv!bHN<XoQqxrOKjP-9Ex#(p4`gfQwZNJH-p4h@0R+yfZqL@gNncXvL`
zdwVL@$iyTGWXN1;IOwRJTN7MKDaQ=aFRc>#`+L@Z<}hF*YCvKCX;&Q#|NH|3d6@Km
z|F%rvF?4}jK+$*SeaH3XABDq1!bB;*FUbuJjZW80G67161R>jR3I9Fd#R+!!dP)xF
zii+pIi!v|4e5MaJ(ETS*Dh>&p=j&a=M}8(V1)YU}tuuVWUc&MAbTT|o7O_o(yQZ2N
zYhhvGdKi%`GY$@p9lXcz&ea3}O&^<EddQ~KI#5thU=t8@1M=$rbC>~)t5k*}wwA|8
zX_!B;5+gKS|N0nj{)!~v3I5<WaVyY{m4^F?LGZt~L0QE=c;Y~F<k7u`yXMf<zKKC+
zbX-h8UrpzT#md6jq*v&|7XDtkrg_PAyK``m?%lgTQ`^xWz`YBwv0cat+^@gj0X&GR
zt1AG-$aIidoNn7j01MmQ({L+&eR@V&`iSl6Y>|$=Ka2A(CnlVrLrNr^L43ML5Nz}|
z3=Amc`O|nFu;HTnS=mpT4sm3prbdG4+o#=Fnj=aV7Z>;6I*r2;(O_MG6ypzxE$h`E
z{~pJJZPEoV^6$GGFtX2kH1e+ht(xw~hss)72{lg;@-IGX=iOVq1cRP>DDer9>Lif9
zhTl)-u!dgbOzZQevCq<6TsYw8)xFmJ+GC@iVrG8ccDeO=|4kGT3}8I?ad5iah``=k
z+>RRm_+M4^>W>sd3vId|HTDAuFdVE*uHRu^ft&BHhDL?(GjK(U%FKLLPQwCkF6M3&
zA&aamqv>bdmEV2cwId~uJnoG7Bh}TgyV^TD(V$kslE0-T27d4$jA8}U4XNLQM_k>U
zs*;w1$uQzxoA`j>MggC}2BMdEz~9F$6u;hxB9qRmCKY3bEnvrd|CrUm?*kH%Plh9#
zxwqsW?#$-td!-F*tcSX?M_Z)4pRx#O)T?YU|MX(2f;XvACYk(NTPa^Zv+|#q)FS)A
z(OSxKM6n`i2)2%YNmZiCgg+FG$!BNh`E`GB69?=AriTU>?y<6_EAb9b8yV<%M*>YM
z3lNFB73N+X9v*I7Y0*lv>p$X$un|dVX(}b9w^i-f<KY@$_H2ARGdr6&S!zfIA)~^q
znxnWlhwHL`!_&svTH${x<PoqfPih0=nnO)yCasODtHx5`ADLKt+}k6ti|ZIaLX3w9
zNc%jVQAQ1s0J8!kj{yWCM&twWrQZi>nu#1kVp~#N%wqn<8%7=aaoF42+d*FujuOvM
z_IRNN8?X^{PI6$g=z7JmonQMU?9R*JWDRjJJ^!0HRqeaCVC?vcms4B;g1D#W38Wr*
znU^U%vg}-r7|}6zZqd-p{iL-Mra51Yn(qBQ?p4R{MktxPxs<9sj-=c?S#DjdQb{5F
z{|HW^{ZByUg2b6nQBjd|R*M`JhA`u?W*ko|?FFf;@alsdUj@9^Jm2uFI^#9+o~)#S
zY`>vp7xOe?uZqqZi&ArZalkj6Pi;7j)5|r@ve3z3v3DZ1ZPJGjdTr3^m2att^Yyhw
z=>@{wQ*%IBLn4%^1C9gmfye+!dIf%}+Wm9H=^lyqZ&G|@S0FP$nqco73vyJbaeLs!
zXq#uF7uVq%7__9!^YQU1+uIiy{0V^*0(;kj??XyxsbOVqS($oX4JD!(%(;Q&^=)%#
z4lP$lS2r;`yIdRB6Qa&Oj7B_}ueQa4-ujb;h7ano&-WH2VrWIw&Ntgv-H`$&m~xCf
zJMED8>;p%$V{i~3@g3%4Nk2OyCe5TnXlrXzOL(%El$2E4s%Vy(8NY&5*aoI3nDkr#
z*=prmES=`5vblRi$1U){GY#wU3d%gFR{N+ak=zF*d6bav&Xe+iSa13_erGU9vf8>6
zlboDfo|Bwgj-WsU>M`X+UUjTydB*UAtsY}aW8gu^QkT8344#7pR&r$3yY>C;9s9Ha
zD@Gf_xN={^)_UOOP>ItA+E<Wc2pfy2JrHPXU!|xrDs*@E$Ix-aQG4(&QY-!C)m5ke
z*>}{tkrUrIpvYEydQJfh8>9gMxLhbXa#84{rplyjLk)xyY_KW|z=@HuvE$IP$H|Uy
zLqh{IFR%K5N4gCRJ{EUh2^Oa6flTeqlln9POPKle-F?x%b{5Gr4m#hUf;xcUmgc*z
zD5fCnMzc6PDt=}mAreRzsbx%Lf|%g~f%Jyw=H}830-_Cw9{TMe0{~nXiFcQjmLefG
zm=tY$eQ|ttG{Sjyaj^<3B^hQ6*$xtW!$wCfD9zKNj(UZwD=seH*42fhudn$o?yEJ*
zU2w!uyEWmrT+mJn;fV#_^ZzD7C-m8si#8OtEp#ipb+B466GeO_=Z-hzPt3atkZ6`W
zc#?E&N>q;-HXwhq`s}RiSm8Xya|VC>Uz;NypfN@!C!zB1D;m>MZwMNjX~9_XWp4*7
zw1{pvd9P>?T4pX$F)@nxG&*$I&aN`pfTDe<Ib_7drw#^KccJwf%gkJgOGHclD-ix0
zk*g$o{Z|*CMi?DQ<Kr(aRhYJ4YJLhuBLg@Ngd$rcV5tTkw4rHfRDki1mYa$hIp0T<
zah~FR22u&YHl%^$D0{Yo_EyS|5W<PFf&z-Vy81+%ZhMt=C(>HStifG@CK&}`ZEbBO
zoB;y8dp<rQa5n^;>_kI@GOW+erXw6jl1&+<q;X)wQ%PC*gQeV7G9S6Df^q~7Jw1Kf
zs(5aG_~yFf<2#SN#u7;*Kizth*<{9V7-T1$ap>0c@!i|MuuJVygeTU=@?}y^xmhZc
z{*~fr>KjQ@N~b<$er_&_8&8!h`GIz7#8|AaK8x<bz!DIg@(fzb8_w<w4x+xHh=%tA
zw3oc9eZ%z)1|^d@L0D~kdT}j#DVcV=LoI_7qK?ka_6<*u>k9&S3kLJPP<lZ+B%;&H
zjRb6kAk;LU%sE3Lg^(ZOh6bB9*$E&w=g3~k0mR=GxXzRyuRIugAYcuP3>!*LL|qsc
zK0^o^ALLY2V4zKdY*~V)%;V<jDRN{NNOKZQtm*U%A7;M-B&|rs9ljmBNy4FSft6~9
zP8ACa3#=>hr)-y7!*bz+EiPa{ce$ENOOv%NhIO3wJR7m)=SlbOnP54XnYr#^M%;QG
z3SLy7{`#BH*UCE)>8CsN^QVRM*>(sw|Hk$6f3ZmrBqz)G^@1AF_M(1ccQ>}Zzl17(
z%;u$%BjT|{6EIqG=6*PPxToW1lmW3tW^ei9XtyZ$rXWW$n(SA({{9=3v;pNx3mIr6
z&=}RMqrfJCaWUQwux5Ze`8chBZw6>GLm@5y7S9w9POWc&*#%NFKII5e2vMljM))7J
zUP3^#ft(GrI4Y3u&4m^5zoz8tSZNP)^zcEzmR0od5JH~b79w)<@Te#@Nl99`6@Sfr
za&F1E*0UDQ_%;5K2)x&EIL6U=Q!x+{{rxZ-0ym~(5&P)Vw3F_8s1HnCS96tLn*>N}
z#F_M4@}-|=qLi7eS_C!H8;lr*^f`X1@lzKi%Z~TPoCi!(PS@RhUd4m(!GHzgeO(hC
zx;C=4pJ_*KWE9>u{DdBuB-Yavi{j7Ds=n3h?e0Cl#9SL?3w`_62|8Pxw>P-Ln`FU_
z1!;u??$+v=cW_`hNk{F7EFKTf(85LuTyQIpL;>3Ub@lge9DwiX#oZCW#SGA$mXweH
z|J(=rM|n7{P@&~Lt9@MN{^D$(1p-KjMN5E4!&e)f6yn^v(zKNODGoHaXfE|WVV@Vx
zIQQgi`<GKAiZ4vcF22_P*-d=)3Kz7@u7Vor;5=~G=b6aMx9_jip4O&o0DHpwvXn0L
zM9lo=)#kUZE<guA>NHSMWMgKz;_;LQ(QZdZz6*UlKnGh@$?Cns4OnR^B=n&ZV?VL(
zC#P&ZkBq<~viS};_QDq*ykP4N1_T6i_q8q@v({%cR00+g=@S#(fE^Rl(w1DwLUq#B
z-94ElsZT-qIs*8iY@D1$+Vytb`A#-AtZ+#fzlf5QJ{r6YPC<&Eo;5mB0(=z3j(aZk
z8hNBXB2=#~EAtAkTuTM@Ekm|j3F$JYY8#P~MCfkARsP}g?sD#adhx6B&^q-wyOWbI
zM&7l-$B1o*Szj+}$5}iIiq9;RKUr`6G!++DchM8(j99#G53?>RIzwT*_Y7Y&D+<WN
zKTdY%nZv1h7f>?qUN-${g~?Bbn6Y)_kd}6Lzow#_G!!bveXreNE~F56w5j1P?o0d{
z<%3o($3iRz4I843JX#4D$2c$v3V-q+#WGz#q|Pb6<6ktlz#9%}B8Y;5@@uh43^^*w
z&-B%suO*r9>qVbWJW53=S~LfX1Bd~F;`pC9$Nxz}-T^!tHrX2uL24HuT{utprmK^Q
zOK4!^$Pvo~E=7G7E1#VQcpq$*n1Kk78q#L9N(eJuhLyCn6UXevbiiIxOuSz!Bq9O>
zc*mevDG^)z#1AC{G2AOq8U+v4>l?)Bi44?<tUkFjP)F$UL956?O7HrsP-dXl$17Jt
z{}AbyI-sR5MNe(vZ5MWys;n!IEwC5p-OvYuW7PNWw*`ep2Ls(WLqak`ZX>%<X8b)6
zM^PU8g-u|YJ~%F`ABH+^b!%(xSM@1~Ac5bB5jB2SqoH<o%1Tf@Mt1KW0^t(j=Arvx
zpuFt=a`^m?-3C@-+?L&RmzneA`>0QY={Y4#QBVCAw*Txib&Lsv%OTeA@NFN;t1~gA
z<(@Pn5hxe&f+N9Uwihs*JJRE{itg@$pmISI4NMoVjA?0+fxBN_oqqo9<`M}ss)>=|
z64^FI@WEWBpE;!%<zSlvgOvbTEE>ImBH4Dj!d&w5Q~F$TMn-XAIYbKofB*=OcmEK`
z04NIk8F|6`|7kg0`T6tXCk-lSj;d9n>&vZi=@xQ!PCgB(OUF!1^8FFEq*FC(fK3!{
zaPdj(`egRkZ0#+6%hs~#o)$K18=G9-?kQ@R)uRn##a`i7WNs1yr-IGOan{uDC*>M+
zmBc;Qu@RhXVJLM0zlZD9H8f(Uwvlzu+1l$l_MnW64CJn|2>AV9%e?cb-`p1m#=FfP
zt=A`}VRPQ?KMvk-Fhx{)nv2KLLpI&ZZRdnh8mmSANha$xa?^uuJK*_3>;x&fl1zoC
z7XwQodgp@l-Hfjsg6^8mgc{K$hxsN7TW}+l-^ty)`$_%;uo|S*UP0iWde`|X`vFRT
z=stks`b?c;^4PI2u-XADrVw?R2}aILg9Hx_>g0@U&IneHB~M!GznegRfB(m^aRvq5
z;Z08cmZDjUHe4@;1_xKbKE{s$oY^2>%8v{la(f}Va1z&nw*J*B$q^S=-fecmi7DNP
zsM{!ngeoS1ssY7+ZpI_DIK!P1?7hgq%Zsscm!h{~0CH(T*SR|d(<%HW>PZrklDUDW
zdq{P<!|>Z^C@(wb=bMHWzFRN_hP2;tiY*Ue^{*&5!*gZePXpbPCA`@Wxw(ptNxvV%
zKUt)kH*oD#R8)XzQ*X#@nzB7z$;QHh0tDqEzeNtJJv>U@Hl&eHT3VEKXJk7-{TVa>
z3NNNhcyR!*iv^LoJQ-ah7BE(Yc8(KU+CLaJ>&tL$g;Z4uequMh_m_;C`sLY~f7R@c
zsK5eUmN+jbC-&$lAN(-uJty2uq=N_`H9faSq{D)Pg9D~rJy%;{!V~lubhm|-`z_h-
z=~)X>Lo40FnJCX3nK&#5T@rxwgh6zhHNMCB4aXuSD0)#5SAWMfX^V&SZ@&=j!e<A<
z47g!a@320(BS<GSMu>xtujJ&!%}$DQaXhY$Wu0%o>MrhN?9ITyu)4Do1OIWnelH8~
zahHt{hvqw%?-%!0pLD58u?q?kdp6S3(9pOp@g7;W4GiExn*I$E9BWVy$mYby%U)mu
z7%9Zd%e%keHS(dZjvOL{5^%S+kG)5~fxCl{bqBi02+i|5=393`ic&{ia$*g0%%6i+
zTNHsTk>D;Rz)jlP&kR&hP;e&t&<>O3l$>S0*FOxT_Y0)IjR5y_lBuaFP9C1Hmgkoq
zn7zZpPj*@E;NZ&nVuWE5jBV9RfR`&+&#7#S!ZvWMs`B;na&|w+7cFme9zeh^9}STF
z4<M2C0EujS@m?Us-frTF_}+=Q0|F3+BAq}t&CEa*lD*v!c<Dpg6rP|jID_mBNr|zu
zvy*2g{<R4HnW7H)x5rqt7pPp#8|Z2k>j^dZ7j9`}hC{*V6sx9d7oo1I+V+ZqM=<cj
z1tAX&4;WZhcw$^_6R~uSOt0J9+XL`$;e8}J#%DGqrsnmzg5?&4CuB(QOyA(UGwlXp
ziBzCD5DuVvUZ|}S&n`a?(g*}xJxl;Xq6M8|=cAnGg@#^<eRkAhPu|{Za<XA#yEn&{
zE$QP_iyP+z)~~dZT#xe)>YB<D08&X8_sDI(+?guRn({TLvNQ#~g6TF|arro7&mv<F
ze%-Ri_7^6U6(E-Ji6_OqUX%7cD@!OhM(+Ya)UmCb8xdoC6dZ#36D>)6X~vOsiZS>f
z<*$MN0MkH1b8~a27}cVX<4^HzUb^O^6gfoHeg14XfJ?)~6c12GZbO4n21U&i9R_&&
z)Ix`U96e!c!AIOP$q{Av;Pk(L(yBzkbeY&lR|0S4BTBGIfUoYKo~l4oqr#$P?p5A|
z5<96ilo?1%Z6hOU_@t1!x;qHhz#X{grI7<Q;KWH^?$iRmMmD%!#sMQI=%RSeXKbox
z2hv}VbpD@~u0N)!D+<4E1A*{MgjPgg9Sy_KHDO~4SPF{t*R(^kAfwI+Oa@~W*e1mY
zg8)y86l%xH9K#HyVw8!S)M9O9I$LX)L@7b1E&gm_21J=yAqebygqQZ8mo)dj`+Cm3
z=R4o|P7O&i*=%p*G(V`+Cr$XeJ!$g};~pNj^{Aki2LS{jKrpF1Ia8rjvfz2CwkFtu
zqikRHx1>S_c8dqofn$VeaIi_p`XPPQ@yMZ}AqP$=n>arqId!MEe0?ylERLy_sV?et
zpUf;^K}GNto=n;P>oxuXp`lwa>kY`;Xl{$7;olAyWNwg#%LT_$yq5Z;Xc!HEeqh_^
zl5%eEvX1Ht>#7Wf_%%^cY2QB^>SWX@6nUgN7_29`0<=e_c1~Fim(1dFTm7wi3p=2W
zdIXVJd=SswY}u^X^YGp+%dq<2Lu)ERLVRrWC=Lf3`S$t?FI_G^uINT_5&+mM2#Iax
ze@=Y-YokKpL0p=7F=~5#IBCYQ0*G%AkH_oN>v_3ukO57A{2&gl)qrRb_UY@3<$(#m
z^<Rt`_+3W2VqJU3ZZQ#_FU;OwAarwogyZ0gg`9@|;v^t0TAnedxA?L9gxye$Aqv<9
zojK`6Gym=8mOiHxz{w*=LXoJUwLMiCBL<kH@vB&NCB6QD%xfGy1PGEO`}9*&Q)}a0
z(D@Ib#6RJ9Xkn_`U02b%$osgvpRPYfz~{fi;rL?G=#t1!Pp9uJeduQIEe}byt?quq
zoDsL$x0&<VL1;thI>*{0ZY~W|!tj{|TP_FT9Z?A=lOpq?+f|-(>&X|8>_h@SVtVY%
zpI}Oy{<^R;=L`zkC6Y$eP&d7s1tANm)V6m0h#zm7h>wqlBu@&$Bw%!tC@9W$TvN+R
zt`ktPA`vAyUquKS+puR5cPCyBF!NLQS9Aw37y>H$@_KGgR9YHW*U%t)%FG9KuI$ms
z2tR{OhvMTliFm~6RD-hB1fH-O5NT7z{LBfB;FKgcH<FfIR$eaZ*)uGpzHq+y)5*u-
z__V-zSu9o!x_4>7UHZ{(l&k!$C6*nGAyJ>6JK}JB5kRN&H>RXe+1g;Z6YI}M-%}ae
zvy^EcW}6ghUtw+R-z!npc&#F|y=dLyEydRJsMItGmzkpMs3y(UzL_03LD{yI7ULzS
zto%vkO40}mSALg_P>r(ngttTAkJhU7AHjHuwvG;Wp!pu2o;2dEMPVs_0GXE|MI$Y)
z!H>L^%TMt$Nf`Ll_?^Lw$$JWQ?q7M$G1gpa<3)3F8UYfV51Or3A;$nbUQ+7RYzG%J
zkwQX1JpeFbIQuy|M(*6_3<8Tf1XwslhO=hY?lK8~xr}-1K85Ehf`2zzEJ((Lg_k|2
z%}+n}gULU*c{F7a1sHtA*>T>#r||w&q_>M_U9wj0zOx!Zp-DKFtuut=cT*x?$leo`
zfUA!on0WAw0Ur-+wqmiD-EJ>JA9Tm)X!I=AN1DUwI(I;Z;V&%?kHem3p*w@!@NC=3
zK<u#qDCHA&TJ4qmhOAXF*2tI^=y4aYQRO?{ed7^oMbq?7hXWBoXOLhwW{`t5zne&5
z_6V{OilN>iZF6hfa<kcdI*|?U8q^-GU3v#COD|*I&sB0`#i8aJGl5H#D%sSvaaYy<
D?cY%o

diff --git a/_images/henonheiles_hamiltonian.png b/_images/henonheiles_hamiltonian.png
index 9b91f59f77b8ba2c9d1a4409729cf7a1732647c1..cadc7ec761277e54c26b118a1103a6479ae40443 100644
GIT binary patch
delta 3643
zcmZ`*c{tQv*dE3*F?QMat;IIBq3i~cY+0Iw3_`-t2o-+D7B4fzYtNb@*_T50W$cWy
zW^7revZS;P;`{Yp*Z0qNUElfhoacGYx$ft_@8`tN(#6iwrAE?ytph06SYeMNE(+%W
zx1_d$8@$k}^o(`0cm%2;-)Wy7Fx89ra4|D+O83PyJ0v?;4L{4Sj3zYDPyGAfQJigD
zSjWc;B}^v8_t1CHDNkq15EcpRmP56L-W)E6BvB5;o{GVv!T6WOzAI04=b8LZ4>I|%
z+~26MaA^(3r=)POi)ckz>(Pu?Bb}q-J?WuPE>TezZ^7sT$2fcb7LrRGkUBc9iQTJy
z@#4LP$g+kS>Pnea!r)jx?TN@}V}so}UTKaqy1EJ>!F}<iGL-R&f%zvQ!J0@?h_&@R
zquRT1cDn+-{tb$=XOi({X1k5<UmG!BUKVUaCZd_&xjy&Zc?zpO#ZSs7U??rC-v<)2
zC4TuTsj_=X94`Cq`Gq020XJCTa=06%E-0AXV(Q!+{+WKDpLq5kB_rElE@PUMK$B)P
z<{>Ih(}F1WNH4MN4%4qMi;`h-216FPxbaD9*LN4Yy-{DiU127HlAX9$VHbDKxtH}t
z-x+4?R1`mTQ!dI3_9Sb%Mj_#RAY4o6{##2r5Ts1zlmV210mL-}7}1uGW`&5bGZTr#
zvr0<w9egZOBd8k{sbXScceBn(Da%?TyD)x!aN|qRmX>TzJ~<v_g;g*{vU+3VcBTKg
zdmVXU6yDy1u>EZ3?JZ(vfqHOV&?q88WoDSA?XvX7)5=POzMhzP#st0NZ1V{}CJ2q#
z@@HyTvP4CfsEPo(?8(}Kz0K(dnu2^uj2#@};o{Q)GYUx7rOq(azw$;?<g-OO!y6sr
zq8A-Mk1dy5-EtT_ItrivmYM3Rm~wDFRgt3(oji~tK3kC>k7I6YYa=&!TPKTZzxwB>
zi_(H?nmOnH!f5!$a~O{YkAhPp4C1rXlgNYD#6lS3MT-E}H&sNdbQ^Q^)w_?$&sdu`
zXjRjb)Ih{MiAlfXJ`|^vHTl)ch83AYn0a(#ZEReV+%y|!o@!pT##mu<{q(n*&f_%2
z<=5Do`3nL6OkKnKLFQWT$?NFotZZ#1MMu+D-s}{^E_YOM4ObIKo2gW4@A9&EU0q#$
z#(Unhib{ZGXydN%mDBZ1O|iFFOr(x73y3B}qJz#lsq|GONWtC|?2-hToXU0LZX-<8
zW401k>Hn~06u~#Bq^Q_mVv>}amPXIR!xQ{@>J%3jSMBT9*IEk|HUs?q3HP>UZXbX0
zEv~bdypx*8`upI#bA-AYPn>(5vw!CE%SDg54)TDU+xB5Oc)VeRP`yEjnHkK;$Y^T!
zslsL?bzHP5H1m?3U0kK1V!=aujHJ`2t={W~(<RS`=U@2?zhQ;L;g+!LXs_RUtLWDO
zqR*`hU1c|`cYOl>%aL6xkmdd0<SMqLp^@=Sn{=AL_hkW7hM<6efDlVgP}ZhJ<j;9;
zz^x7~5gXO-?jT4PK-{Apv2>T*ZCQR367u_ZH<U6s62s6X$H5W4ZtOt}qNj^jHFAQ(
zou0~`iq|;fDSeMS(fB8KQh$A?A`2eE$%66qf#H<+wcFcPCa7z+Epka_Qr#nI++nH(
z+E6G;?UBoUP6MZ9`{5s3v%;<VKP*~+?@?uSDn#1h8tUQ0U{zJ4U|MWUY#Mh0Y_i#g
z2?{3J;kAQ47*jd{aR|8u=RJP{nKmjv>bT(U=jUAP&n0Sk;wWUphEVS-PKGDQaQ9{K
zr+B&V!r|{x4*ogAx98xw(z+>>VV=Ya>+@G{rP<n@(bvBzr}6pBC9b!H6TqcJ<7jGs
ze*zDzXu_)(p9AabD$?*xKWJ)fjK$;W<g5!Q2D-j95Vfcq_upFlIE5hSN}3k5VU3L$
z{<>RQ8h3V14(9OZ&am)fv#5;`JW&)M1!=8JlPc9Ow3;R=oi}n0QUQB6qG&tN)n%iv
zrL8TEMDpe2<Pa7!0KS-K&t#irWn~ix1V%}Qj1%U+C7Xn+utUp5MG_2*jC2swWC2@~
z7*{cpbwQW1JgXLt3Egb-zSgfjgUIf8FPPK8J~m8_Ee&tDRnDCm6cQ5fd;YVcNVS1P
zSE?k+llA;bO(J#4Catr~DnGiWrsirdd(^m@E+B@kg#dH4bO;2bBBTBrb)U-xouGw>
zr2D>z@9FC5B8#lZ$;kLLb;qY3Ew(?@yn6MjeY(ZR8McoL{91vKk8e$Ox2GU_;*V5S
zQ=J@1rG}~qL?g`pWqA=}qb%)kZxvPP)Wm{%#NPkp0&Z_ibGd8ya?oUK_PXa^u|V9Y
zYtVIo3Y9jsx2@XOR5$j$s|rEfP6hc@RKJe(^);b;Oj25;-7M)&)-Dnqy2-)8ku0Qf
zdBa0UKw!{FFNt3{^Nl5>)955Ou|*9rl|MZGE>rP_=ZLav+nky1!Iw!lQhS{Y@Z-mi
z)ej|Ye5EybIxR?Yvom_;YH21YIbGkwKY+><2b&z)_4+q{gEjNxVZ)SOd>Nij=f@9W
z-9PDgFiO~G5r_3n>vV|i{THz~!>2>4RYUlQnrc-Bkz0eX-_kl+V3@mppst)aEuRua
zK+ZyA95Klt;h`wjSQU_paJXVBAC{t~sw(t`)mJ+IXp-VX{1ZToV9Eusopx8Rg4-v8
zxs5>+Lqpxkf@&-FuJjy5-->aYquuL6=_>y38=cM=sgT-N|2GZWDY&*2=(E_Y?A***
zU0n^TSR?q!+S=M=)eX(C`}d1+)bX%y>xpk)l~$xKEiKjGij0h$Yr&l{LZKu%VK(-z
zCgxnuO8k*PWaN2%xSN|BS?TSv_`a|ox-o!qDMgHMXSRAMKSRzTE;%U)1^SZLXf_?h
z%-Z@=XXKxXHqfPb#nwQ3&(;bmxw2je0);O=?=*qK!W;&V{~SIAPL8uRv0`F+;R!!?
z7VbRz@*fIuUS%w_ZyOdze||03yDuFd9|LTY5ll=>@m?kk_Ho<Got?u23i9$XRaO3k
z4R&_+z`#J8mi%}bSy@JD(`29RfO1RRb|`LJjr{#EKP^ovbg!|pvXbk;{&H#mOCv9D
z@7X(te{ZtnGCiI4_f3pFQWbrsQ$_XXOP@Wvb=qOjd!j&6OH1JT_3Nq*gGhhiz0dyM
z-wb#;^V&E_`Y!Ts^-qEo|83<?x)a{CHemATL5TOhel>J+lK}rPUkAhi^^mOf5+A<1
zrlw3xY(fmy*4DpiwAJ@bcL;MM6=y%=zAUw`?(QmSQ}Z;j0e!ABrKP0|(wB&_Sy}vG
z1r;B%gp7;~#HSUY-nd?vcR&lUP35~>s24HV5pf8Uj6I@J3rj7sln4uwrvrn6Bqt{)
z35x`$#DoM1b8~Zz1MP@|;ClCd79*Hs=q^Qae0<#aEHCn^^2?I)2}47}^}a+N!kpR$
zFF$`ea7=q-Cc_Oz>L2YvKP`9aOO}2rz}|`o_)L8x3rtGshJNy!8%jR|Eo#8rY=0oT
zFDCHWw8pi4<>N=R2W_?YkqUN62Vwx4hnt7TJI^+A6EOATr%#x{RLS}aQs7Uodn8Ml
zPJMB|s&WF(b}31Hci5{Jc~8zVmjM8P(I*#pzya*Py<2|8(UDJv`xMwQ&k<)Am%RQ9
zH-XmRb4P#vs02`&<*>1@{1@WE3pHQvEABM>yBXY(r>6L}8Jas5@9$Ub+!75Ea}{J)
zZEbB=<L!4sZ!CN#MJ8z2&Oh;Ub7*4|lVY&D0!Tl!N2s~v%WE~J;o&+Rhr8O4v9<7P
zUvRjK%VYU`w<+=y@r-1*2F%t!jR2q{#sL}$Y5L_g;g(Ak9vBQA#GwGm&BK#-bRlbo
z1r%1cKA`8?5uOM>+jQ5#66rS=wYL}eL@z=JB<|P;u(BFCd_2^m$VBMZrk3!l@^V;9
zOH2JP3<l#fTkW!T&kRaR7K{-Gj<_I!zjj?fA{PHu7)8E6!5EM#Eh`&Y64!mei$o$-
zd*|)v8gKLT^z;PoQZ8iY<_>3SZtN@8OpI-Wzvgw?mU+I36#ls}k|m(w%iHI!0+S33
z4IP-Nx{<feW<IH~{{4IKl^j(@uzS%&B74a89KNWih_tH&p+!V~|Hu^`9c|;}#DdIY
zv#_x6d*67<A6R$=c4pYj$|^oRorkixi1GAffRLxB`*#*z=WWv*r>G!2NZS5lnok`m
zAC%N;=anS*2m)M3v;WuSI7!WF;6bB-z<*jI)BnE#&4fj|_!B-nfX73k>g!ee`un>l
zCO9A~J3DMxEEeo8(;A6zr%y~3(Fo55^+*6MhyG&7cEafBC~21kib{$-HG)tVjE;$^
zi#QB{bPZ?7t6+K<;KE3Fl~YsCT%E_)m2PO;;qIHi5P_0aSWs3}Wb+sxno!5{xi~qa
zYB~-ofI2;TC@LKf+O%cn!(Y3rE8Q_+Keq)7bRWiB>;K^`vo16Z4ps+klZ&698Iq0k
z7uuXCOwkVAT>**MjH9w2A8gf_?&?BOYdw7w!CVC>Gka`e;wgxPgapKY;Z<C9wNmiC
zd#gJ;ge>KoJ>A`O{K~GCQnEMD=mfAhfOLE<D3HsL9OUg&4~lB&m>Q_1v6N&i1!}ey
ztw3pi$gd+-qtZImMV7(zsKUpDq@|_5Z_o392A!e!aDS66Ej?Yh?iw6U;P3$N*Jb7q
zGxqaS07bR><x7g~Q&W{^3j)Xch!@~s1qTr)3Fi&ky$}9KUvnvyg_A|rt{nm{a}z7$
JY9qJk{{fsr!t($C

delta 3645
zcmZ{mc{r49*v4n9*(PKk($Fh=W8cX(Nl5m@YmY?PYLd}o#5BcV(%5C+DHCOlVak&1
zJ0r4$2+2<Q9`E<xcO2jS=kwgxeLT;3oxk(GqDG;(QE0+r=x;JWvu9%^hHJu80WYx?
zo2pw5igb*DeORP(Ri@)_I^dD+TMKW*iUXh3ZoZus#C4#X;a{yrSCt-CZR;N*d??=8
z{oF;o5Kr`oTZNlW+`n0^vWORI|4<*l(h2zqM{83k?GO<$_-kA#Hh#wwUTu30o-H*`
zDwDszJiw@{tE(O`1JT`|KNEcz2o-w4!p?3K5)zW>b?V1WUMuH$App&5pr|$7*wRo~
z=sOyK8U4bpkg16fQ{!I@4nhw0SQJ>sYG-V1RgU#@!C$-x(9#q24i4&@8WWh*(edK{
zVy2~K7J9&w92`uP<CYRJBQZ}WpKf~d=q<fA+gY=))Y5nHVzm-Z0%%oS;395N^n!aN
zt*ov?Jq5c8RJBxn16nGdATY2!O0D(WQg$$*Hei2<F)l{rI*)Ty?vfaO(-`S{kAb>_
zW4)IotONUUkk(TEMo@bs?9zr=#EWF*#f-dO>~cflOzJR(rpAsmnq>3;6*6J{(c&57
z=u5W8H+8w2%pgQg^^0XLH#lu)1Ok*d^V8`jq!Z*$pN)SS0YpF=rIXQi4EzvvVVJOp
z$aN<t_Ha2Kqok+rZ4f%z+Vk?(M*o_=@{6F3jS1l6n1X^85VB?xem0p)tp-kAU4ssj
z8K2y9YElIs-EqquD(dM`Pe{UTy;Y1lIB+i~@jfJ>K3~3Z!|gFfTUR=ZvHW%5@x|8J
zO4pG|_FEs)aR7s{m--`N0kq=Ck_6SAOxgYRWIb=9JMGi0mP7t~_#k7vkPzd`%XPHT
zI>UC;5Bu=pl5*D6tgMSSzj6<hEnIhDe7k_)i}|(pYtE53&}%IsIhp^_&gwI=N4p(S
zG(`*jdPK88&ekNfi^t8~FVZ-M4+^PpRu2^0_|B0{sRZbU?$iwT-{zKnCgCK{T^|Ci
z(QbaHc_0jvm>ipFSG(uhv!JN?mEE`HJGuWL;7;TCK2!ZpJ(5MS<bLBNUg<J}zuTiO
zZx;@CewGDKniCJC6F49@Ywkureaegp55I0{8L_=GI`?z3M#W%!m?*e=bcESEJQP<|
zwR>-sZeRtFY!P)%cb}9PjASQOn&p^8O%Du`JNn7bpVCr>M&eT+JlOly4QCJ%Qk->R
z_oenPQkKOF9Wc(ty>#OR1qBY(K3rB-R<7>ukrpSu6{FkP*)iQs{6wp$s36~+((KlA
zmQzlW_T&f(hPt>!m&M<@m1`-RRMtIU!=kKc002r#1lEg6NM!LfL%t3e3yZ#q34S8{
z<tN%YtuAk;XVb^GG(n~KQ*gYrtdUH3xVlWS<B*NU<a>V)G!~1^VL`BUv5V>ouZ&bs
zx0VOXKGKFoy8ZvF@uXEnomhklvh_Bky>{09;qYL#B0W95p&>$PZ2;5Rs|y^m%kr^B
zaaKB%ON&#wxpcE!5Dqr-yJ4d}Fj2jS5%AE^1jyL@H*9={&ld%Ya}-OINeov1PWAbg
z%I{Hr`4(ctj(^?B4m&l*2u_Fr!i<B%t!Kf#D4G9gAEPZj>dAHG{KFeobl2K~y<J^>
zzE{eerZZVdH?4d8=aJ!V(PKa=`Rs<WYMTN8V0`YyTcA*Q`K*8hODj4qgb@E{S8(}A
z2VAhoz#s0e(?c}TYqE!;*^Z}3(`uJv2?UvHx!k<vX;b=AC=RFok_aUlMb>W4_M3gl
z#Oj9?m&#ddaHQ)8=Pwd(hKgO^zG7Tzrs(@)esQrYAN6Nm(%=C2y)Q{L*=Vd42&98<
zjr*x1&tL@vs!{${%}Gf~NF<Un-<b$6zAPsS$`&AV?NNy?w2*w^V@KjH0gtC(>6tC9
ztmu@Kl>DZfoI}OASt>CaePnS?&P&O*R#97vgC!IF#>RLVc@)^Yx_^EM2nhUO_V)Jv
z*w!Ydq*O%)8V1}etE(Am^79$UWb(PF?9F2ccx3K_yluICI1f)$cJ?_41<xg3>eJUn
z-RnHF=j8?U?t!rJo5GVSY6kkT6>+fK=g&EN^Ys;xJ|ecQiak9&9C|lDL{oWBF$gGn
z;{Eg&j#Ylq;HI0qLnYQ5+uOFjW6(aqlEq$nHh>QTSA{S!U3zC__ZOp^%f`lafz#DW
zZrBq1Qh_vjT2vH6h3XjRi{=LOI?B}axo;55R6R8Okd7G!ajx&k%oL(5&RL?Ethzp@
zD4Q@b;rOt=yu8&B@6Q9Gx){7|nVs8GUrvgWH>_#@JKW)hlzbXzVn!?o3ly@7!2l6Q
z7}t+@>C*duaX1rm3nqvJ#|x}Jn@!S@xp{@;xq-0)t>df8DS^z@;`=M#zG1KDp-M1j
zU^8xXc>kLH6jZ}9W5490q=06^)mx8;PQ3Ms@!S6t!w)aHe5@n%rB*Fz{!LSpu9MTt
z(a0?oB!oGFE19j!@%fM<h}>m=pji)hkki7@C3E#JosV{>i^fu*`i3$xqNwR{UJ(Fp
zLi*5GgsqvIZ`M2yNZ~G=oQP}}c)-L|K|S?U1?H%>X8!M{JrrRUCkJB1mV0}M=y77&
zKIzy%(D1H4SY%t~38#z$vxG1d3gv;;_s>t%OM`clr@P6$z@^_m(Wa)R9_Vj+hKZ_c
z8X6iY3LZ=upRdk9ZFEC=GBi@OLlq0n)9qG_B-?7$g#Wh;tWxu!!C@8f-Do!c*5P4Z
zS-vt{TrdWsU4MUt>EgwUA!{_jYp=AgPbAs!4optoeE+4l_p}yz&B(_`l7SBT{BxP4
zRAkoz(AwL3Z6OlM&dxqzd~oRT_z6eM2;p$4KQHj-gi2l2Kz?aLU|`@W7M7M+K_v)e
zd3kwh^o<M29!#lLj|?p|?92s=m(PyC07D{ej8{U}IC5CWn*m^JeOmPQ_iifn>FNHa
z@UV)l|5PaGTeU&BG+~}KAOF2+_hoV#m~KYY_fja7zH*<W(u6;UyY~AjUS3|6@7`6A
zX)P^K7z`#|GnkN{pAXuEi!jCU?snXtyK&)6X^)$&t*qu@uaZb46@z<!)2koacC4<h
zKJw2x(Oasu*x;ml)t4NMNMm>*8@uT0>gw`b*8SCSB?e|@aT%Gbg{<R1p*h_D>?^PW
z3*C0537)uKC`&@ekaY4$U&*mN&>pSoXH5Ym2B(=*;QZq1dhYMuTzuQw3n!j#gPx8K
zO1A!!ndM~`Jv}|Ah6fc~VK;b<!`G%7)M!&vUW*t|1;SWY+RK+OUFSQ98=IR3;0a6|
zLQx=E5WsvFBeN20tv4;lI$*FoSaf>4=AI}bDnak~C^2Mtpde5ypH5z0{=BAUJ-Ok!
z3>O#Ic`2z96i{?6%fhbQLH`tDz9&=b<M?>$spwYJ4=-DuZ4F6De1>{pE>~D##_X*7
zX0P5c=QAS%aOYFe$LBzaFGML%{jMnQHUEPFYR)_6FUn_fXoYTiLPAtm%k1BHex)~@
zS{g3n2gi{+vU-?3<oE7$X2{Y|$r(RCzqDAjlHy)-5gi>Jc0olW)yw%;ljR@oZ~hZe
z7}iAEPR;q|Lu_*%_Zuth$-j~~v%Vgms^mQjUciJY5mM*p&yhxASQ3fkms(bKr%D}I
z1goQ)oAufV@X>if-+TW_BxY~p*8Qe}@T7r^9&~V_u@L%F)p#YLn<QhuvD7b4YX(I5
z`1n#({T)5fSLD*>G>(7POmo8FF~!A_TdU(|s5p*0tMXEw+dqc!@$v2G>2T)k(2VsT
z;dd<-8|ntd2w@B3l@K96RX=AUuoK@t=LQBz?W1j9@m-Vqva+&}?9YQJcX#(hy~P1X
zD0n^oUhHk}O1?-Wk%l`yly>4c;GAdA#tjx-qf#i@H%?AwO6%Rf%TjGJ_f^=N%E!x#
zP*bzt(Up~D|2gsQP9y9#1%!HIE?$ogvi9{uOm(&L7DyN|tUv%DnnZ1Fg^VBOU5;;U
zYeU^qPiIY6^*3;E5CGfCY;A2lzFCNATG+0u%UDk`h{^moM7u?8!t8VBp$L%<vP=ku
zwY9ae`uleh8xc}z(HXB^#YtHg&J35?_x1O;#EEEe^6(6eO);Kp?u|dIV_<2?X?pc)
z%dIN6+qa*Yr>g=v{*&(sQ_g~&ot*(eL6Hp&TCuUQ5J-J}eQo&RgG8O_=LZ;29toi7
zCb!&3?Fr{c$+wAaf=po6A8Y>Klxr10pS<8Z<?$a&j_3a04K-vf%EmMxhD35gEbZ)Y
zwYBPd`}<Hx<A)F5e*Pq=`cJshY6A&lhD^95sFEQm=emiB$))x<5n^iU_?WYss}B+B
zCWw<T3<yBJzc&qoIMfCGBVm>j;YP*ffY*+I)&tqI+7BbZ_Va@h?SaU89fA{^+v*s3
ziB_jXM@P3YY!A4oj9dm|S`m!toX(*2uR6lo4>@~Z=}@b@dpDMgvSz`d3Lh7T0%LP_
zb`}B|EHtMc?f(v3>=8LJB6^M1;sX2uec|ou<CK!3WtiwSL%|{y6rd0W28L`<-M-=B
z=-031!T<WTxo}loU43TuQ;coCCmS2vuPtDCu<eH`y<uX6!Wz3d9|+a>u`sNtEsSWw
z@XUygFD4qicO%>9R8VSy0%_;X9B?@|JUl(4Ug?CngWh`Ub?<AVeo#=5_|9`|&M&uE
zEyJqCnU*Jb0^tOzqd$KXe1{|pL*P{4tOV~1Fw$}uTOY20Y0oZ~aLf#m;ZA@ROI=Ba
Pfa{8}h0$vR*U0|?M7H1@

diff --git a/_images/iteration.png b/_images/iteration.png
index a711a3f9422cc89f5024444e9e927c03492f15f2..3729914e9d89798e06339681aad99da5ebfc9581 100644
GIT binary patch
literal 15863
zcmZvDbzGHEl<lRF?rsz*=?3W%rMtVk8>tIQill^ecXy|BNH-`T9a2*7F!N@9Gr#x#
zAa8u%J?HGb*IsMw&q@k1=qMy85C{bQovfq^_;~}q{vacQ?=N)!af2WHZc<uqs*V<J
zp2jZb5P4%aCp$+sJ8Kgv4|5k+Yexr87CshsW-2Q;Hz!vCR#yA}egcc5izVxH8LrUt
zdpXH!yFwtC#?N0cMIwdP5Xf7zcamaiUg<{}-g;`YcY`9HL<Eb8<Yw6Lqp$j*XcD6<
z@{;Uh2(?a3$%g)_(?3;4>iUP78@ZA>7zw$iTz(|>kiQ`mMSxe+FvlfI`F3%)J?wsL
zH;TrIhPM0QvpPTe_B!47yP#`kt;mEiGBrFNO8-l2qOAhg-EnAUCM8i=cfIYr+Q4#+
zIVvn195xnK;Gda731$M<c^q8ascZ?PI>&X2si~==q9V4?BD{!qrdSA+oEB(bzkb~~
zI4I>%u&|&@V%84M%X_)f;ZN%A?Y#ir3X+wR16y5Pz0l}L>9F2`j){p`rd8d8m7_vW
z7cGX@=D6NrwcJp?#MkP1GEk(PyRox_7-r1oy7QrLa1ajic(aZ9_iz!HT)+(iX}g@$
zUExN7=J1P~nx|)EjFoOa+~0r6$S6NwYWKaSN|d9<qEC8vc6Nq>(Di#Hd8*yl6Yia2
zHWy}8!3Ly@4eeS#piJ>f$3KcvgkpOzb{8roExmQU{?Rcd5KoSCkV@W7{`BljOhbdf
zGvNAI|K{d~zC9^15rLJJHNT!0Dy|$oWplc>XVrGvgL<<Og1NE3AAwHFvoWh_hyXz&
z=76uY7!$X#VH9xN3v@r2bDpO!z@&z!i5prl;SwAj8#A`B7(nIx6g-j2je2)|B4c1c
zfrv%~(bd&`UNO}|1t~MLmo&7rn<po+<|9ejikZS+<ns5{J4H-PO<^D&9v%yA-kdo(
zIaCCZQ~B=+?bbV1!Aho5U7xJWXls9~?zi$_LknrJU+$TkyRuFxW^v2*Ki&DP#XL~1
z+qm)T7rd{puW96r9aU&nRTWlZVj?mc+AkZIT#OoJ`tzS}JZfrdL%@II@~sV;nwqGX
zm{9BM>(hg0l$qq>CDXL=P$FyAqZs+1COt|Bg<OswT#?^7KK~{%JQCFG8su>Vadf<L
zJ=WvVLyCxuWH;`C4-F5`m5HUeIUixYq}vB4Y_d?1Qc_aV=;m}&D7W}xcOuuYGhlDN
zk}^0X<ZN8<<oTj3EG&9n#>U1W=Y=752?gP5D0l?0!-$KFjDgt_LAs3#UhaO^<W9ek
zPX{RjN4c;uU%wXpVNzUeI%u-i=1nBvMxUp`pzvL&ICB?*MMf6Y`SeH%sj^$-c=_@r
z6&)QS1dD`Z_&2xvzM7<z6byuhhNjB*+M)fIB7XYxFE%EIAobnxrB`3&g6g=s)(zd$
zgJHY+p@eRK_msW7y^Z%KvmuZm(ZI)tJ6on2Ik2zICt%UiVG@~5s);NozV{c%r-4%$
z{e0QY%}r!X%)tnJCK9d<*|fa`g0ZvhL3Wp4Lx`)nRaIYXRYoW<DTU#?2xzFOsrj6@
z;9+556Na&{v0;KlAs||wPe!3)rnHzC3=R$s$xBjoC%MRitSpFvf&$9sNyi-v1{q%#
zM~3Xno`07IFjW^5uNA+m@h#O^!$FAnoTyY(RM;#=iR_l@-fbGRdK~pIRkp!Gs_N=O
zqodJ@!o=L%xGMCTr?Yl*<=x~W>0Z8s2iqmp8Snss{P^*Mo{6a!?BB-rc1ScS@77AQ
zt5&@YK6p>3%YF5x)>a9|#I5lRLD~23CDM58`4AG#PuAM2s;h(Y^It)_y1QYxxw+f;
zz_Nh%T4-{ng=Dq0k%4mz37jcZ-2P_y-Fosu85|(~moYI#<Kr3~UymNHgD3+wFso*%
zu^`pefs7|2ayI)Q6`AggegjJxE=eP1WknC-CeV7OAiJy#O+5RHs+^*tqF$2|jQvub
zn1=_?n)fa_*eaO7;h^TeK1sjF+g&VVcqeD)ZV($^l9R(P59Uo5Ys{b5``^{kh_)Qv
zt5?QnTm4lH4botdPN!rjXP-ifgDRv7xfn`HOXI$M`|NSF#GrY4?y_;a8<fU-E60Kb
znGk||`5I2qMpXZHFE^IWaZRX9uNjA2(4+5owY3_YDZ7;>Y??S^3=E8-l9FJsC<Y%N
zE)jp{D<(X6sC6^QNBH2A872CinQUCI2QBGzt&n|+f){>l>K<NASH4=Fq7%r!HMT@5
z)9$4Rg}AM@$nDV!<a<jb>b?Q5#={N!uUJ(2Kvc4kVDVlG0SmuBKqWx}oMgMt(Fhn6
z@C6Fo4KL*hpCA4aN84ri5yphw>5#}*K{<3hL^YLcf3zE>;hnHMqmtg}cS1tAnF5&C
ziX}V<NNTAexlK((t~;Y*3JMsEOib*~Tax!DAD?VbT_I(v;Z03^kggCUOg6g(HowbR
zO~?ZJTc68)s6vJSj8U|L-uIN+@ibn{-SLc&*jUU4hgB3*RMd>~LKFpSmxP3rY*))8
zp%M$rQeFh4gwzl?wz6I%bp`T$rJWV(SFaF2{or%mLDMMH3R-RTH0=p}A@E!AIewzE
z$%TI^@BX9~5=tjD*j?FtxL)7A+I_E}Fpwn{0;y`fzrUCe5!iii3j#&j5Q9?fTjbng
z=!k%OQSNwiNPRsw2+y$4Q1~c{w<ND#y*mB-7rrYsWsW~)5&<j{L9{?P=EJ|s-cQ)H
z2?e;HC2uyvDNlFO99=Lde^%ShvwTSBizBqKw*IjgAtNJ0%g;{?0z~>?uDrQCO-@d(
zNnD(;C>X43Obm{hrDkazU7A2*21UH=_poo@U|2iR{GQtP?--{{Lj?V-W(uN%Rl^0;
z_&xVlTX{7q4WfU<zurFG?A@Cwj7>Fs|MvNeU<3t{qp5O7bhy5r%txiF?d57~56TQs
z5s9cklMwWSWNrM+9^aGzftM)YiTvV4P;0ATPjBxgh}qkVUE6CV4kceFxp;9}U#F^z
zHC(zXRkQK&t_cx1IHY|U#QoE3Vp04y@0{XbxUMGWuC;biH?GqW*65c;xM2c*St)qB
z4G<daD(~9rSJo}h$zIpaKFI$r>W$P)7^pA*aq{pYUd-gA?QK^W4*ouOK{mVh!G@qg
z7^wFgEW-^miC~rJ$KnXeH~bHeoU@9M)#d1LblA~$guZR(DWx*KY56QXGlI%vVIf!9
ztgU542QnOIq15~a0W3^`kC&0U0)|Ms@u|XcLzR++&<A$LkN~pK)_hNOgKPKG{y3te
zHW8v}iZ+l~;1JQeKx8{#9csHBuV`Cqkteh0_bfYhqJvz@%gcMX(u}*avtwgFI6IYt
zPX<Y<w+&}?bycRF`M_&Qq~lA9%@CJURfDC0(+_1Kj^%LLogz=Pex>pPg_4l5eaGww
z9wt}IiWFQ-y;MW?!-rpQc-09s!jqE;F(`%6Y;A4Zo*wU>kxt{d{<kA9e<I0l$JG|-
zyn!#el$4Z{n_C}9Ka<s_G6v}&M{JC+cK#Z7b#<L;bTm9%Z6(y!*0x&jcw1?<Tx%IS
z-JVDq0Tm70R8WwmXWZ(s$y521r=k-=`WZ+0g+S$z-bcw-E8cEM6^2cW?HX*A5Eh<$
zor%e-4e@NH?1Jap0>|Kbb!CN2d{Y&_yp|l)lIJqiWmWYjL~Lz?nA5`O-`_v7ii$FN
zdSn1!;BS5SE<~(Zp|^<vp8B0XBR7}!q=h=6HO6tNaW`Wgc7ZAP6mLe#@M;5uhbkY5
z$zTR3a;AeZo4=C{5l?@5-2eSELr+gHDlQ%@eLdA0Oo)fKasGQGh07WTGB?i6$%(67
zQy}7!F7lD$_V)HuRMgK#K9Z@qVU&!ra&Ke7^YbVg)O=@UOU!_cE||nWk~G+Jm4=v*
z^tVm-*`?&3+S<e>CMH$x2O249X>dmNgZ6fI0MzB=<~si##*aSEzozp6iAw10+vWm<
zUbbf>2TH;H{e40KNcE`TwN2qL3*m>erGzhWUH}wTWi>^UQcQFf6B{ez=O@H^xYq8g
z^P_!eo)Fhz?bo<sLIPE53yJV0k&sd<Z?rLH1v<`Wc-+?teMppkfmvBpEP9F0o1BNq
zvd*hyS*4+^{n_y2L*lOIaBnYMb91wkyL*3cI3~Np3SXH)d+LP(!^F+mHhaLmmqAKH
zd64q>xDy+v#2;K%Sop5-dq3vCm$UoA31Qn-e?A@ZFILs4G3#ZnpSLZEH3ZJV$i~QP
z_>BF~sV;Cp^F1~04ci<}WCC@!H;R~(&3qUST171pW(0Nyz!Nx7?<f<JlecqYg?rK*
zJ3c#a4^T5OyekH`ySJ)W2hc-MP!K%}OPCTpJT*K81qGk)RoOI&-(U>6R%gK5ukndb
z3=mz3Cy+^P(mtH;nXm}ZzCll;5ZV|Q)Y9FSt~4M)w@~^k;lGp9y^cuR&ZlqwkE)O=
zZ%o1V3tE90X2mth%IqvYKr}ah3NxQ??{KjeDIg$#F>P1m{xqbAN)O-}okj<AaQr_>
z(mbDj@Z^64>Ont_kA)Bv%gg%u&t3l3H1c|_;f<ZTE3N00oV3s}YuCU-s{C$UAYG-E
z9Vmh1LJkf@d7nF+x1~RP<3PytJAZL_bX4ts=K(1*+#4E_t+@5u9VgdoaeJ3-p&%#M
z19lF=$;tVt-{kMfI%Oom8;;N-p`OE|O-FNR)V>XiolJnR`YBy#L!_3Dz|Y)BvXPpa
zDm9C~^>_4r4^?aeuh(R)wx^&yGK-Ef>pJ`<D=S{R{U+>>R$YE{P?HZu!6TdNCHMwT
zP8-lEerGvXC}R^2-N@_~fWv214Rf;7O7txf_<AoYo0_^*ENse>u<mt~j3htP<E>80
zcE`uZpMhRtbE7*XEUEC_hLuB1-1vA~75VM0^w%))De`DMzy1h(uiXsKruxP=Ft^<e
zwdUrsm1SICx$q(!thg|Rz0b`gWn^4+QybtB8?E68U0v~p|F(Y|ofwokS|V0vjNlOQ
zao^jQnfQW1S)tz=2GW2iJsxNm2s$7CF*&R>b-!s1INg8=LnjTZ?D!Y)K6kjex6S*)
z>3D@7^g~9V&Q(=a74d$IwmFpu$1wi!^_35IsN;SLDtyYua3j+rJ1eHjj2_Qq-WQzU
zo+TZ;xu5i8`u28Tm~g1uOXN0(@IOz^4oF+K^rVs`KCLcPn_}bQhHzSrZ}dP>_vXse
z*1o^u<0Ja`^uP;n1axvz=^3+gaV6C9p<-gnsHr80w|x49%n}nBi3(uoGnNA{b{etd
z7Rx1B0UyKK+PZ4i!?Mw0+|1LnEUsFvl?i9_gEa#U8F}<;HPoz7EVmA~cL#2>p+?FY
z1O&xw@+`=xA(49JmR8}IH3VM)l7EgMPZom6=Q{F?o2fI}T*H6;GOIv%Yc_;sx7vb_
zOZVY<3GnVgZRrOPC?U1)8wYhm!=9Oa^Z|$e3AwkoTDLs1Kfj-nC5sQ}8~XbDyFn^G
zX}_jmJpuRcFh3=*pAKS4*AyUiSy@@pckf<+%mo7hP?1D1e$p#-w6|A63`;fKnCL^2
zb2c2L6$Mq9p_QFGUweiKgAx&g>{CJl9ti$0P2H2F`uEn|S)<JoV0)A`G!P;53=C5X
z<LR0qnZo`$xso9AKsubFcW|}LNh2jNGs~*D)?kS<`lyUOFcMv(n)*7-<HpF;6z=`|
z_Yk`=T}xf?@#E6dqX6h<%v0T2$$p>AqSfxhO{e%h3Z%4L(3z6FrBv*0bXYA>&QZ>l
zt|vmcuBqz_oGW+!J4O4SapVNIHN-Y_JO!trh$lhJt-|nK@ts(VEWG3U_b<akf7)XG
zdO1T`(L0Gj2^fa6+uckFDy**leuU))dpJlspEIog-PLcMet-m@lTy+f-GZOZAxiY2
z|BY{Qf6|t66mfq;yiZ6DPx+~KtOudGzTMr--a*LQ3*(tHTmSWoiiH*~^Y+fPqOoz!
zjO|r8rdl`mMzthtW9QR=X>kJT9Ss%aWdAH5RD;|NaE~Ucs@3@tNH*iB=t3=%!c8uA
zqoZsC;HJ!zN{@#|a#0-2nBigX>31D7d%~}}xy@=?1r@uW{O^f0nHVSQq2=gVT&!*?
zr%AFRGBRGeIy5pbw|W9bM<g_x<#Fi~3g9cZ0b^pq%%3U*8`k}@Iqo6@0Rd~|?+C-c
zUdiw<v<T2)Ylb*3RKXbfU*eaQmscBg!<OmPmrRA)V)QjN8=HIZcz)MZ4Ka<SF#hxv
zii5XWw9J;<)|TE<ItMF`3_x}_8=9jxbKwT)-L-1WUObaBOG`Rv6haI1!93>QtE<Hn
z1qJn(S$BIpe(kCv%+rczV_jWcfqEeA>|9;lZ>{m4B*M7|WD8H|xnH&|;c?m!4TVCv
zJ3_}GpY=HDJF*~z!^2cYL>XiF41VC`ZXO<fNc*E>;^0tG)lOKr(RqK43ZZ)YmK@ZS
zUJ%>WpkxgsRuQueED|%|<F{2UE8Z71nh=d<-$n2eg&8;f&PWK$Hj*d6!wUt8J8!sb
zB}d5odn~5#__%c9*KTfJRMgQt&^w6J>pyM-f<$iryDS5Mhz9QJD@F!GY+i--x-B^o
z(|Jn&cv_m9sTmnjtgX?P`^MC?XFA$@FkjQb2bJp(OHrUm;mhH#%*^0gSXk^WH?p?1
zx3k;)qzANAPPMsh&B6<)m&CXN8H6ssfF`$O7#T;Iepq>bN=oCKtBZ@%?YX($bT>4H
z;X+>t%Y%?0M{?k{SE8CodA?#Z^9$Aj3VKZ?Ei?!JXKEQt*^eLHPsb}k_fE@1goO8V
z)wKFWV(bFX54HXI4gFQaaj&Z!l*S={u?mH1eancx_9yMo<c3aT6>)3BRbe5YzAsd0
z(%1fMkj$DZ$-GnXW_(mqQ&$(Quylo9I+SPXvTqaMi^KJg-ec~*oSf+=Q*hmLbJ282
zP#RSGoP*EZ_De>Iog!Nt98FampW$hr?l5<K{sv0mlDo~A7h*{qvWT;z)qSpz+41(J
z&Ch{7;}DE1P**pe9!pzTZ?08=vhn;kW+!pcKnp4U{=Fzc)@Ym!ivx`)OgSx#W!_$A
zlCI@@af0lrxLib!&t-o{hrER$r#Lc4NvU&n8=2+%_tlS&{-3z~&_mJSs3F+YN=ZFa
zqiC6k@LdzbC<aMMR<_nJz}>g`Y$KLmMnftQGr4UEq@zio0T2J2J(}^3s(3gh#CON{
zy#L@tnDMaO-yG|^)z(YZMMid?Ys|V4;0DVT<CR0j>+0*CVS~_DVyvHt?9@uhHIg*l
zQGeYGQldp6wn317lj@!X8i<y#bAj@!xU5-R+oFMeffOG?XkkBV#|;fY=V5?ppk-!8
z%axAqnaq|jmPh(r*E2ti(kkH57g(xE-HJ49%j-x}q|W5V{)Lj)UEVU#UCDU{nFld8
zU*)@uj<;l}(Vx{;EuU)^J9yY8EiF-T<m1nha;WgAVPZ`oa5#|>lf$EE<?ygtFW`}@
zYI+`XX!6Uk)%B6|TS!~-*fp}V>OMc$o~^zYhs%wa;h2=tAcC;*@u46p_yh$H^pPcu
z%II2{*LQYI#*dcU*r*p^yAFR)mdA={iX(rOdtY6e1tC3NM_Sc-$Df1-=NbeN4+|ph
z^52=CV|*B6CPG}bvo{`RWAo)eG#+5Xg7E3<l>E$@93MqfeJf=2kT+TF=W?&A6VWau
zRiv&=Up8IqcrC!SACd`h`->MZK;P2`%5$M7HJX^Jl9M>H$;@;WH>;vKnf{YroLWRD
z#oL~>9`Snvz0u`CJ=OHFv8j=9jP}DrQ1=lX*PBDg;*f=tlKAG^1p)mOtrnppz94ZW
zNL_>%i5;IBalfR)C+z&@A*%qfnFjlK_UCB}J>Kk%whqlv^Ddgn=OSepK`t)5?Cfl<
zW|w?v-gfr`0t4S8ZajSa?x`tkP&*`K_@8D03D#F-+>3>W*9U#|`gQIsZe$r?f<^%$
z0oW-0R*(Lxqvf>KtA4azBYh*P3U#%O;FT<0autx)M$Ue$wj$fjqKM7SSphh=CM&OQ
zHT~{Iw`nonZxi;Ce3g2CWA8%*Sb$GuKq@_+8Jzywn9ig5Qe00Oam{|2;Fv@}&ue`U
z$(fi~YiGAmNml*+%O=CZQyOd+DH<|n7HJi0hL;ecs)q~4;=29@0cLbNi!x>O@1Ww=
zT29c=(<6f-TX|jZaCbfU>qk8MGk{)eCoR>ily-69U>yf60Xra@^xC|Xsr{v-5CCWB
zwEvUAZEq3=ygm%{WdjIklUz2Z0>_b(drpr+!}SY^Kf6cKe&c+e7A~S=gCH+hSfn@d
zf(}^oge!wZ5NefHAk8Rs+Uz=n^SLSY{SX^HcBHbJZsaqD6E1#0wY7D=*_5ad#e$qx
z*M;Ub^OwBDQG1tPlq9Eo`3sA;_XRa8DyrGvV|zV>kGH>*<5E(F{7Z5{ry(XLM$gC?
z{69JkX3&#0dF|u*%~$9zG}x13PzWJInw+;0pFt-xK4~jcE&~G}Bt76SGPY(V30JH`
zLj%##VHCE40+IU>iQ?zfue2!kS9q!#R7E}nXSh&S{K%=hbMs$wKf6YHU^_jJ(ZY<W
zs6#UlsNit|?^x*IXK`MvwYZ}q)Ym()^9~k1J{mz-4D@wAk9uNL-w3=$dWG}iaBP(A
z#~6BjsOZZ?@xPJ;Q}Gx3uZ^#zXnxJlxu`}_{`+TA3{$AcZIh!2+GL=E5OG;4wL627
zu<_^55BXYlG&o91N;6B#3p_H&^z`&35Fb*$ecQa8HyqS;Y)60$jgN;_MrDTqtp$*S
zNX2R;Zn5V#H(o&Jxaa}@Dg2SkP2#WHIN*kf>G!k|G<|ETZv+WlTsEzXM3v?j%*}}E
z{p`8aAf+cQ9sieu6Hq4LsB*hFnp0z0-7|{^K^kCT?4aVK*H_Zu7;d$-Ppz&Q&^8~x
z{gcCdb=G}AK|zvlZEq3Q6ouxOmlv6Xb_+W)iTI9$;U-%myvpnc4zpng8Bl}Dc{|#^
z<<&@wUmvf=rKO=FAtC(&xn`lt*vZ3V03i0nH3@PcpA3R#*4sEPE{>$ok$DagacihI
z92}kvbK@XKIJh`%{b*fvb<mth`l#bO?&7JVIk`zbe-r`1(v?j$(pNTib*ri$k}a)E
ztm_!6{su{-IM~`o*41%EBQ}GY{Cw$Ztx@hNu*7&t4ND^lCHBh={ota`JEO!=<bnjk
z!oqw3_k5mjfn;D{U?69EvJ-lkNxFL!P5&y=fbkX1N^!|nf^c>bGU3PwHNtYH!Om_t
z0!hNZf;#q0mWk<v87`a6_gudKkuOOTXNAX0LlX?peIl0l5NM5tTqoWZUImz&o4;gc
zj<Q><feLy$J5%#IuDuM!;;@}#K40@av1VkX4*h~nD{Y0}S&jAXrP=i5fn?sMBg0qO
zPwOI2Sm}IX_m8(S+irL$)S*^o8%tkOQ{{ZFkL7{H_AZv<?GR8zkf}ra1_r)@SjQDd
z)^7E9^Jk%&*86JF@*PP0Kf);kWPzID84Dhd-`Ft1!NL*++=Z;Qb+HBqmpZ~clzVZp
z@BG)h8alz{g&d_+;x=VBRSrUXo7_G0AO|<aDSR82B{a7DN3MM5?7I+EdO9@w6J_w-
zeNi$yg{=-#;lIB#-fevQ_AQzL2`bJGVZ?vtQ5`?<)8j?JY^3gWbaVh78?lQdJTE`r
zc(uh{8aGNjn~O}L8wvCxV`;puglm2m^0~;8*-C$r8rACa^5A1)Vx$RVKBi2osG~?}
zHVHQ|FaR0NIGbsa9uHSqto!5Rt)=OZShf;cU~us3SFeaAFi@Z-kS687&mAGy>L#x<
znj}_349K(G7DYz{6}RR~5B5A-!UvnbQh<Pml7HLF(A3`k7WDnbmX?FA+8?r&Qdv>_
zPXYHy`k!xyhqto6zE0$#M2`p8rFsh5Cet6!*Mul`^V%&04!<VtW7VqaqK8$c$9w2T
zubG{jGXZ_=Gj_JIwPp7@H8LHR%H~4(-@IcAZ8Uvcz~+Af<W~8~t{^yU0s;%JZ2E+O
zEr&n)d4z?ex@aNY3^%Nu_plH^v<(7*s>*3o+-{+&+bURDho``xmWKc(4HFRoftrH@
zr?|Ly;7hnTjFAs_X*CLSerx2vySv<)8l1VgIiHCy)A!l+rB_6yT`DCT4h{~VA|iU0
z>TUUX6%q;*O&Pv3%vRtOOZvn2mmj75Uw{ibr)Pl6%*;GlYpM9GqXNdm#_pD0$4D+>
zUJFl?ptRk<Ky^*_D-mKoN{2~5%CRqC&{zyRqCmgLovMT<XZo|OF~TuhQZ0u^p?e!v
z?WbDTTu+0T_Yb?R<sy1@Cv6a^n@2~{akMf#VM288Ot~{i4_+}65_f1YdFf?c`Dn{)
zhg^6)-Q1xVkI#+MmoRUQzmg38U6{088<fdS&${T#L+9pLBb~*bI<8)?-lXX<k>w2$
zwNYj~XFNws9h?%BIj|=o6lRh9R)ltybS3cHndO?yV|`%^H4-(lw*;n?ZLd&_FUdIy
z^=bc5)2sZzcJJ5HyTZ1Z75-qE*;qHZWu?6}vuM%syt%CFN&-#V{dsz|2&UNqTPt)!
z7RJFnLz$4DGr|tC!in{XDc(+WtWhv<gtmluYQp8S;8x9FCmUaG%<AllA$Q;B`j!5e
z(<rarfFc+XA+BRQ5a`c&ij^lktoNy~Tac$haVs+*y=*$a)z!2^=dXw-I$>ASMn#1x
zyrbUoUT=gaP=3)iX|m5M>7OOKJfJ6QR{e<EdFq@!ev2iJb?3|MK(JcI>)@RDFNn#V
zS)`r}kkDSn2Vs@HQ52kP_q&@n+gFr&H>s|+r#?dmdxuNfr9wC}xXyHUXsmY5>-|=%
zCEO6I1%9H7-kt6EJjJGi!sG8f<4+zY)3xzj<Auk(@s4LrTCGmrvzrG-M3iXhhHhPT
zse1#bkqXG&iz~G^)W4DLeI7KUWsKSn+rHd&>Xl#MewHG7ShgZ-ahKiZN|UjZw!79U
zzxc;-`@YThm%c#?^czCkQG1+z>e#G@d-``5lFg1yo!`!{PEdRt_Fug47U-HAY{gXQ
z3?PA(4qV1`%$;dbD2n^(G*9bCTUVmpufqOa|B1OW>)icRYUz+m3*}97)$o#>+kFMC
z<6+;}0D5t)>ZaB2B4q<oRtGh!Xf%5fJfzoTKU-d9F@fIY)iB~HSo~p0bNX@?b+0Mz
zO@rIFWkR)IZE0+RWtn?Y^iA;+(qP~meI2#F>1MYykSv-nwjDT9_~DYL3ueVCQbzw4
zOms(amf7|)j?su|;(EZj*S*`Get5svp3e*3+S6a9=cQhTx4NnM7ui=S9!4aJ&0`2V
z3tT3+@MyMw7dqs9`=I@s+nkgliATo_eTI>Pp)9yu!<Ng5_9*3F@E<f!6G$OtW94UK
zla6fX$%P>!x3L%1zix2K$Qv5g{2U0@`UJz*H=)g1twsk!<<SKzfqLi;azrJFn2$UQ
zMsOC&<T+JuZG79|WVpYQwACEo-+v$YDD3;*m+YGx{6xKf4C=D8d$>3yfY|ti1^R)p
z5)aV7?KQr89mTCZMOWP~kl2}>h&($Ot?>yS>%S0MiYLEV;P<g?_l9)MTXt$FeZr&_
z?wbyH?`=G6qv5IR37Fi{YfoRj3!)%fxU;M+7(#+Air~l@Ru||eA=)h&D)zT=f`n|a
zdMO?-t8ZIMM`d0TWM3z(HGTDj5`O0s#_kOXD@{~hpNz&t`xJ<6WObK)T6H-||Jd=<
zfA7+tb%nkyn?oTw57E>!T3yLO5LNJ=|4i|_3tZQ)iukkRi~9n1kZmL%aG=9Fmmx0T
zQ%9}7)evhIiMshxxB_7lu@k28qxCWtdAjEGc+~9-UVqaZ**{2l(Idd;+0{cxz}Q#M
z(>O3M(Xj*lt^Uh+@rU{4&c)?orS~v8BoqDqLq50^uS7>s;$(ziG7iI<zzsp3WC_RE
z)^;R*g0DyAVsym{MBS-;$_%5)Kke!!@9FhWfFNl&9fi2%{5Y};$`+-4@P^${*%zL6
zKJx7KaFh8<eUy2dSM^@**QE=Y4Vi=vw#JbnuOB||wrB440P8{#{nf<`Os0twWW7V=
z6)S?{;YW$1PuFd<7pIEjB5hUKN8wu`$Woq57O<T6eETv`x?A1wHF1r1Ny9?O)LsXZ
zx?XyBDTEz=e#@hb?FdLC#`aBKNq8IEj+b}W2ir1UF!<?xQha($AmpJp!a}^kRQiSp
zS*mvkm)g9?Pv1Sx=uH~YO&AbKaz-<J`LP@I;Ma6<_r+d|2^K;pXrg+0dO)`n3K-Xw
zrfe-*a*+VCiMQ8e0v?B-fWmJ&l_Rw>@@$65R{G?y+TuKzA?S%lT`~YF!bbFiBmGav
zx!1BUt-pr=K^SXjayubpLv|D!oTF_@*J&lbPAnNZ@*q{F*K2Pn=7k3qR!!NThWsiF
zb(xC$Z{BXleM#+#v^8}I5utkwVsq?x2(V*zI;CQBXDs#WjJib-QxI$8>oj=6XNuQg
z^pDASI__J#xbG;)%%uz<d59k-nON>7B@Mffj~bCQ|Mc#Yax=$K<3T4w6zzu-Vf`Zr
zc`w_I#U5`JTkS^AOUYpEaEoH*Dq(>KY{$uXm=HxIzY?wrA&@j_tK_Lz?Ya$7@dzqG
zc{FwDF*8WX|Mn^%=8?F3RM$Eoxq}_}cT(8lfPX>8$46jmYYU6Cl+R|l#oZPl`R##d
z(r3)_%v}R)f7}8@G+?jjA%}s13ByvSWm#zr{1Q#Q;FJF-Hl(prUPmHHOvHwjTwo}U
z8B2jO-y!=5d&P8weJT%G@|#2SbvWMCuT(uI^fTCiQu4#zUlLLgzzxP!?}9{i^Dw)P
z|F1YQhE>Jt_$lp)wSYWj0JRoJ$M|HS-D;*JdTEz<-kXfh^LOX3cZ=_|66@rsk9$kP
zQ|@;43{qOl1%-jwvo(v}^uy)fu{FqAnxA~{Htowgo4ynB{8@arx3gBh<_GCgvHE-x
z=3hv47i_Aynu;yXcG;x{McDvHc}u&|l6!a%Yfrx$6$Ry)8vBsiH%=%GWbtRQPg}dq
z3#dBjNSaJcOl}8r=)}at=Z&0<IK}X#Up1%?!`W5>yq1k_Zv_6){E2?qwszzWwN>9@
zG!q&Ym6AtbO@|2y!Np+w>Gu0~R}``6S$y%{mdRCHPH@Kh!>fOUY#W54xYr7Om%#^+
zz_0r_l1~KDjL!J1<Nr1fu(z;trY_3JTL_NGmd|>Gg>I?G*99j~BLztcCp!%V-O2}O
zPf&Xa8AmBQK@m&%d^4g&NN(6iy4lE8+b6>skf%)Hj)q3`sXAleyr&`0ZnK4L-SCm(
zPUZTn0uzHMihp8kijmSk*Arpl$B&@G!q=hV9*8l<L_i~<5){-mPi<=xdT!Z!!`_lN
zF)%SnR2sBDw}j6<7S6l314uq}jm(5_0c3&Dk8ggplZExjSwY{#=~fxvAf}*>9z>s*
zpFoj2k)fx&YmnpNH@*`;jMMfZY+O!7;xlzQ1+a0Qk~u{+$nm&zOn4TYKBHX;4ys%M
z1fV7ylC|SnL=h9xQR94A5sYIhQn1MAOTr5f;o;!JnVOKaO^>Z_=AJ{-?nNCb9qOHq
zf8Ts@aXr2b;^k~>^hE}oq0A9sk{|!xdxYHhMvM;V0mA&*Ri@)bPeyr0^&6YCC78B>
zE~@4cUgcTzUkQnc#(kf#KSf4LTpu6)3<(cMa&dKa-t0jj6ZAl{98d4wpDjs#IWRa#
z%fa#0bEUQLuI2D8@72cQ<;0fR+&ic(0CiTo3kuGYhd-3pBVI0cvw8zFV$^p|r=3eq
zq2Eej_02h)F|;y)65){BOkEo9B{if#Z{rI*4Ks70;lMk>W4<o|flqA&S159MFD86N
zV*CAXX}23G*9Mk9c0}7aa~DvijJH~VbnF-&P<lz`Z03~L6S&N~+tGbnW=ljYb$Xn6
zZ{cTKI_D*#H#H=Q+jiJqRYv)-?$PE^U8wa@8%i)S7pJ@Fa8RKt{7>@aVgmsI0XXL*
zot@c3#i^00Pft&~7HcgxcXtOPbqx$+x<immfrtbeh|j~m;FE9fW_}z9f<saph?9x;
zcDj{fQlXIo^$ki#(WT)12E{P+m49;AO4%cc2LAQ{jPEt<)KnKPub1458#+<r9|g=H
z{mG_f44|T7AWqMInDRVA0XZe$8O)mKhKko}Q+$;9xN<A9ipU4hR8M2rw%xI|ffti8
z69N?314Vk@ZgnM;L3eZKyoogecUMe+<tyR!MNp=x!Gci6Im|-0!g69mTiY+^DmT#|
z!8jQgldpX$yY=<;v2k#MGXws;fK*vdP~6<!GSGVhwkZsaI2e3HCVEdG;@a3Q;u`~t
zlkfGhl<X&q2NC<C+Vc`Y2a&dNwPt@ZKd1Bhc&*2+b3}&5nr>EgWQ0qd^Yfw#3rzRF
zhqr%Q6DLt#Y~$?PGa!%E#fKzoQ1y*Z3F4>LpAVyp9<{mn*E!BmoLqXx5^7kvl1#_3
zx3N(oQI29{l)DN;j2tX5cu9Hdo%QVXNE5<^*=2G4K>~jEnFR+2SJ})m+Aa26)fXsa
z49}L>&Xsk8mN4$imo9neEPtx3oSe9<EOLv-Q3N1gdRJFht=7y2+)2VqIV)}2D|9H_
zLk#~JotcP^u^~Z>MhJ|iath_W6a^K%7QO$-K=5xGuLc_>I?H(tB$6Fjyo_PWM$2x3
zH1gY20hn3K!PhT#94=)~&Y258?yn^Q=0+f=m0@*wUsxR9<w!-UF&^zr<+A(ywUYQ$
zfPc(${3$kOeuR?8y(9;A4n3gQw#2rlShXwJ(1zeTUU8vk=b#cM2vWu2c!O$48Q-cf
za42HIGz!0mYwK!TSM3mT_xoCXfW2<fLA8$x#es1_ckw`~IhG6t2N$MTk4eqr)OM2U
zvHl<8!G1+@B8+OmDbif1c-I^OJp+uLUEtuol!;brlKS~c=lqd(9n_epX|ah|ts5q=
zSp7uf&nE4ar;Rv%S$8&ygHfJ}(e%qKmHwKOEfXph1?6sT_szeZPcSa;(M}gFK^z<!
zt&Ok(a}n%J!5M0h{qn*w%%9S;T>AW+VE>NH025Svb2BrD`K$fAf9UxQ1Vg@%tonUE
zDX3_pL)S`kSLh2-rskvux{2wPEZZq`S$T9UTsXXvv)V4UE<5r;e+)9CyV)8^NyyXn
zM?2sm?b;bTteL&>YOqK)zjnxisr?MOd2ez+1>fX@uho)3-i(Q?^h64YC`Yqz@=f-4
zkWZ4kzhh-8ZR9<Dyc4a6BJQZMv_76BSrJW0u2nUbi7knhK|bw9>WXBoiO6DrLL*pn
zGRSo~QQ_^-fdzWTc6*@Ocxoz8_Agi4c?YXbGn|2aP@7N#L2WI9kkI16ehbQZEv#X{
z4+5gQtLpj&9w9GCLJ}+n#!^1u^SvJ28w6qdXFC`fSP(TT%yb1os9#JljXMoBmh4Z~
z-TlO~nnGc@lab9oe802V&G_lw-JYHv5{3@Pb;<Rx0dqS2zUv#O-IxkxD1_6p=62}(
zaz1dy?q%#|Z;;3%L^|qAG5bfMU`EIXDkEjI4QiuJ__7D>OH_<16dcl#Onk3v{n<0+
zlE=n`q<=XQNLR!IG3A|^div<2nV5dMPmp$<mpB`Z>kGLtEyOWTkE&~GjvB2ESh(gO
z$?Nn}3MOG?fBE9PO_FqSv>XZ#kJVGMIn%q8`XyF`uJ6a^w}dG8+wh1u=Nn=V-uE}T
zCQI0~$Z>Mq@$CHHuw-QVeTRVAB=m4WY$%mGlvzu3$hH!j!wQR9zeUI&(H_InQhceN
zR+6en<and|@I*_-o1dCirY18K>uZv<Y@>tR^f(5M7D{6H{4f=V)fbC%6nONHgsHG<
z-7l!aF-82XGtw7a^_$#2V`*ysX1#89wM%aaHv38co7H-EJQNSVc$`)+4GRgW|8DoU
z_3MM#(qZ%2-OYpdL(7i1F8g@YChVnI0f16O%M~ime??8{FDdKJ-Ff<OCL?ZVpIGRe
z#`~r2N#GNFIXX=PY6$WUJa#Me(0g);io<CT2tCxi4p`?qX?EGA3XfrJsPa&P$_;b#
zP%qz$CoPfA!g{EHnQc<8Ok$^3K!9CzF0;HC4E2OiZc2frqPUzK-bK7DviF}?{Wq<i
zwttII@(OC8AszV3W6@tmk`o*0%}`ar`ZPGcHrrF0y|!6S!t%W<l&fTpNyMjK|2Q$B
z*fFO$&>J4=<x}!8sY2iV&OQz0jY0QdjQW}oDc={YxT428acb&zUtAN1iu>P99}OSg
z9<S2&tsAl*p|WDBD0j!UdX$^Ar4U6^sJ<FTNeLqx9}gwt&k<I<J^rFLOrUbfkXDmx
zDkJ`Qr+B@a{Km=6JE=e+Qp3spqeDiH=ZV5lopq?)g6I$w)h=E+zK*q{sEt5F+M>XO
z3DyYpTM1(WfzO{;4Fz8-S1I03-@e}Zp6hNqJF#AjTlxhAb7+}P|6G$yOx1%KCue{k
zC+FC|@)Dc*8jgl{mG4Bzsb2CVeHn};y}A#rnkYP|<#N}l1599ve>62-4V-+*zaYq6
z&rf{#)UQbcJodj&@QL3I?M)3|@cXDWu1izs8#tLiSj)HaTsq%!2yPS|f7GhV+PwW~
zJY>nv^G2r|lQLkbb7r315@T6&4*K*+n<r2Do4dHi?=Q51waM?JPUhI+KNLg%>uB^_
z=7BsZCO+z6TULEcTU+tR`&wfc!#1st*+6IxNG+(@`xks*>!X|@bRM3KH>osX@<FF9
zxU{6*#RZw)Irs}}2bI~qmw0e6m#T~ZPiD*UqRbv*wyaHWdWmF0z4)p9u%Ve0e^UwJ
z$ZD%I6opSa^_tcUrKcqcikaLa!-*yMD@qr&@<#}~zdM{w#qjT6Ed4ZyR<7mppsXu4
zDFG!gSSS9i*xWz4_@;B)f%bOp_oWP({)l}144pfNXnv2)kLNbSXe50VGlVFM6G3p%
zZ<H^B8E<g+%PP65;Tq}@cpUsn0)a=gK>lAnb%k&B*ssx|u~D71$O`$*_nW}KB=dca
zxz7k?ej^E%ddYGLe#T1mM&(8ckkRKZM#p+~{L3$Tq2bm1&A112d2Nr;FY3h#lX`F$
zCo9NxN$PAhJMHB8(euS7AG*z{^8zG(ox98lc8#U^y|#sgIUVH`b>TSh&d$Ca$|`1c
zPe_K#&KA`n=?pU?YH&+o4{@KS!xMhnXVM_?v;iX$E!xGnvDO}#Mygw)rCWPF{hN1k
z@I-ow!Zh}r7$sU}YGio9+&Ca0)XTd%({-n6vnC+{%jF*zwf|iS#gYY)I1SChEQ{xH
z70=hDom_a2e{v;$K6`6##kaP#?_|tJHvW3Ep|wgksxw`lrDrS}KeFgA^dFK76!D4@
zA|rnj)U17q%)x)til_;^zV;&mYOUV!s~D2W(b!{SFdsiQ(6u?ic-<&fC#h-rCMMU$
zjAD`*wWFk_)s7GPTw9!Y{^N35c1ok+VGIZmwJ500XXDpt2%gA5^}Ei<5!oIX7)Cig
zHzEHzOFlQ(mHDv-D*nD}B+?yk{i`1dFYKG8*Q6L^Y#lCeWg*pqEk{rJ_;YijPmgw;
ztqn;JLcU2S&?&8yG}YfckT;s$FN_Uc?6FW5m+Hr7vN-hgwV@1e)X8Pm`S>8LZ4e=!
zKE|>d@%L0lt5p?o%M5DzOwv?F?ScU})CUfiXQqI>P*f+3frVi+g0OjW-04#py*_Dl
zFxP!KJk5rNMO;jzV9hr`4$DSHf?o53)h$Vc`Hi+Bl5S&-^ziKLVU|{*LIh8``x^G}
zuomGf1ccE02VUys1_lA;nL%T7sUb~6?5|(X-Pjay7k{yPq_%ATWQcy!jo7KPL&)Tm
zxkN2=Fl#J}YNr#V5%#Ru$3FXaPRt$g<*hIB?Ix0jbuvr&y2Z~4MUfg}+GvjT4;g~<
zC$y0{+;4Qd-HSi}n(EW6X1U$dxv^qOtDa`oFS*fspJersGC~KeHg1ltd>$&;{n(yD
z236HuD~{KAHToD4YgUUhX6IPbe6-D}JE{ib4)+gtCyKk>w6sC7B0SORhME<ScAx6p
zTX(mk;qkMyG*WqH)!+)L<oxOaYp$`u@fh;U@lmtgPn?{KuBu87fvfwjo8kcrv!#ax
z#(3?(b=_=K;@THU2&dn2+AI8+vWl26Z3N8YQISvtK^Yd?8w1@D2jY?=0fY!p;ur=B
zWiU6|uWyW#SsTe3xe-Gd`SPs+QV|`Dxvw%G2|SpOrj7k93atNJRdr@*`>@|MYYM{b
zOGaX9RO^DllmB3mpp2#sVzxTLXtgi#ou@#a{pFG1r5NNl#*_ibfcbf7chlZ7HW?9r
zHn9_EXmnwUoE9QT(RhrnOvL_+n867tGi&|-XzsT#co5wNyY3S8QZR^hHvOLUStG(i
z(MFy7e{^@_QmC$chDMEYDu(MWtnEBw7%F^VIFfE@qfLLOhI)Sk<ak~4Z+h-~64g_D
z%TJe;&*qH97I!9~wE^iq4)}DL`hE-zQ2{XVl9e@9HeZFqqz}2qxEB!=;orZ1_sz~G
zuC#f_10}CayLJfn&2=R31meo!ZjbR^I+~Oo8N+sL{jJylHsrqU?x3G@b2#DvrsVgH
zjYXSTSe$S91NrS&dE?sFI3|UVEEo_1BHjJfvZEPLL09Sz<|}ax4GqhGWudH%7Efq&
zR%57JG>^fz`?`TSmuEI${-*^IB9N$_MPDHJ60!;kk^%v3r5XGIhOE>Lz_=R)koDkU
z`;9~XO9Xy=ymORPVWl2RZWFqkFE7LMOyl!OaQ~P;!R75ewzM22rpLqXa!~L&!lA=X
z=$7yNTIpGX{SQMi(NT!%o}f{nvYVr$Bamyw@6DWHsp0wg`GN6ov;X3MjJ2`E+}D?t
zF@yOShVpg>ya=1W73>ui6<~6pTT$cz9<oqti3t>XuQ6B1C!pVni^HB@TmbO{sPm`$
zrIoOd=l&0skcEny8y`~Tuqtp&0u`Tvm2f*$RaJcl#t_~a8BzV2%0+7SI3fW%wy>a8
z^YJNwWev<-$cl<WtmiApKSxKu0;54I_5VLrb5e{4#UJUzLhgG%zc%sC^y!+clfV}z
zcEH)b2ZY4_ylj+b&GJ7cU<Q8S-OrWlBBP>8C@EoyOGr3N5OPY$)tVfyG@o8v!1b~<
zfx93yP*Ms6{%9&THY~tfN~@@R#m?u#pex+qv>5FIw)MF0-($c$3(#RnbYDgU0axtv
zT%*@W8jMkQFv9b22H-rQV2I9StMBs)Y#Bj_v*n+^kp*Eacr$(T^U3#Mig2YFOjI$@
z({GIXUhYdNr1KfW|A-2IH@mTqrceJSa%;;3oKrAX=VV-iDE|f_Ud2h&Re~_$kHk6x
zuBwwfx;}kDY<xT}1dQf=L5=6OvSCO`2)4D^6SpRAJ0E7cIc`0HKnPj%M8Vjgf!8Ji
z?fcoLlogd(pqM|KpZoj!s~Q^zfvsh#SoO7Oq!c?97)R^@;&xneGLogG<-*d^7I<`M
zVnXJ_2Q&^&PB38?1jZDpX=r*Dws;u9YT%*#W}usuEL5WR1K|%eVs$5!{?Pxi-2Z#v
z2oF#Kn?QqnHgQbP%v=UMef^5#2STT<s#vvfYxEnZ&qQQTI2clr&_qa<%Ll`ZjFn8P
zr$8*G6%x`rXro^e!%v5W@OhuVWHD&_)a<&Oquc1f=eCCh*@$HA5Cwx?EuJSaz&c3%
z`ZW@y%I%LzUtgcm-@Ped6(*$+@(KhkeXeGu!SkOWN}Ueo-axv*b(K|Ag29eugK0cS
zAh3~9v$JDEzGP;`0;}q?mvwKYnUlwUsqe?{-Q937YDo<&Uq?&zy@Qk=S5idYUkrX~
z*h`=j&&Ul0W?dIBj=%zZ<QZnbt1HP&0A%{bYEz`oQBlANa1O?UaKM1**UZd`ejv5}
z>KGgxjNj}H2haL3I{Fff>9q-&UyulTFgLz+3kVRlUT%29?|Dr2dKs99<&mlLva$jf
zmY3sKR`lA1I~h#Bj3F@;ba(jQIh}1uflmqtp^B3=0+XZq&%T<?{r%w#N`4o3+xZG9
zZ*P8(LxzWkxrTRvFQdulk`XdT;{;xGb5Pj{h8$5KDSXZ}kY`iv<KyGd=xAtia<akq
zsh?m=m0wW9M-s9QkUF+y|7|HRe{=m7Bq`wk=m%^1Jb?;KUW6b#=lNK@chPEgH8eC<
zJUKaQlXf-BVJ3z7puKBr6#4o2E8bve6@*|ou&TjAfM6c?^=l57y|pz1(49Aqk1@oN
zJ07ld*Zctqtj@R-2m{v?;Aw134W=3E7|G~Mz^!bi2>S~FnSUI;rXOtYbl$t?fzW4a
z2JGQx-)CI88IM2H2$gN;C<5;Lp<qAHgbM4dXAr?Kh9nsAX%gen?zr6{y}vu@^a984
yY%7x01PB&-7wOY%MQ@+yRVPW(#o3J?DO>C$^DP_@7{L%W<eij)WQDj<@c#iPH*RhK

literal 15847
zcmZv@1yohhw=aBXq#FdJK{`ab8wu&|?(WV*r&1!_-QA6X(gM;Up)?56e2e@3_m2CG
z_ZWi%<8at}?X}jNYtCOpE5DaPM<GUmKp^PvWF=L>&uj4g8yOM2zR<hn0zdfNrL^7E
zoGjhFOk6D>iYD&P_D=5hHl`Gw7OrkKPL7<cysR9|6xQzU&Tjl{Y!3hP0ahnhE4G;`
zT*2pSIm_y}K_HkW&)+a*BBeGEh>-d_NilWrtfOo%eYJ(VQ4yYSO1+;H5?FN!j2O1{
zQO%A_1=`hccCnQ;Mt9Y!)s;)SM>Rh>Dm<FfS}>Xt=2c#^I5v4e7%B4Jq|#!^x&{X6
zx9?gehlh*uo-7>neDFKw`zOfLKKXOfjYu3B1}e_+4nCsocNU-9#@-%Mgo*RRtw-uv
zi~Y~gzCKZSczEMKbLCjE!z;~UNSFl%ou1aqEi46vg(`-Ij>swucppb7P=syg=xONa
z1{M~yEVAO_(3lOoh@zvT+uZgrT;1I2Eyf8TqCP%+re<dKPV2%e?QTe9WMta)rcg@B
zVr2#5FnaHkweIN-54&a;&y%%yY-;Jg@88kU290n3{*FpaM1tI(jgs%Lbqg#t+aW<R
zILr{e;>Gi=6Q;CZT3J|}*?NnJh?rYgly`YPJqE}Yt0Ke4Sg88@cZtI|?~LKQA1(b5
zol&D#gezp=g|MRy2Bec8eC*aFG#gDAUaU9sF-cBNzJB<(e(;(CIy1x}i)(=E@9&@V
z>C@Nj^-eELVPRppS_@0df$?#9n<K@1Wp%SAVnKd>Vz%zTIBCo}uv%JL_KS5ewY`u0
z5aX#lu?#*pI#pHGsTu=;D!tZ(PHBz+WJ;`P$q|CWuO^O;7@VA(h8bdb{=45kE%pY9
zfGL`;H4<4|TH2b(7RV6vc|%1_js5cFi=dz&X1x})Zr{sLbw;W6o&anT5>!ZCW8>iN
z_s`h)_z3mdaqqMFP42FaBCt|tkbO=!VC3ZG<5{FXhM5pGIj$17w6shPD0t+f9)<BJ
z4w-T|uJ@q7e*JoJd6`5niw=$w9svQNtgKAb*qB1=BZ)^+ym)e{XZ^?Q>{nG)RdLLU
zvjfA!2%kQEDl0GF#LG(1RUxKb`c|N<o$_F*-p_!C8^Oq1Y-5%wA?q6ke*3MWiTLdk
zT$2r)w_jtf+iu+^zp}b|xXbnkrJx|`YKO<5mQg@4k4mjkZ-QaBFC`TftVATn&Pzpu
zHfNZC+rMJD!U0&Mq;X#B0fgYD&Mq#S1E?q{e^NzWnHRnlE>g|QgD7)<(KN(BBSTy1
z`94y)(|HnHC=(*`2r(~-_U7e-kt2|gClexe+nX5P=ntbzm2>$s$M7JC6uhxvd=Hiw
z5^OP^MoCEt!@<D;37(o#X084D@ijFgBMJly8#`pR)9ZjXsA3~UI#S1lql({ijx|{w
zrKkk<@v&n2*B%@zYgZoFHT~n`s2~~;A;|Ese~*^6^pZ799UUhEYRk$t(8|oQV~2UY
zj!C&4mcpy5n4fQpjEO1Z?aixMrL9s6BeNt~`qu7!7H`PrVC2F98CV1TkGfahfA_H=
zEm$vJyyyo*!p6eNQ;&#>LI$_+_V(TYJA>D47w!DwA~`8ZneAs;s9Gl1&CQLotE(z<
z&`I|{=Z!v?)Zda+*z>hUn8DdW!XAH82Bs@Cm>{B0j}OUNS#c_b(k8PdiYWg;6cHNw
z9dSW|i;HRP?d|*6(Lg}ET>kmtD@5*404@w>h}ZLw2!tOTL{?5t+{T81Oe7GEoSfW#
zr44&;GIz8>qcRCx({7=re|7bhYB`?Q$(od{Eu(I;?Jz?bv){jCXnZ_6GYbn01Oo%3
ztfppn7)%Se*1$+S2@J%-!UF7LI0(o(h?7G9^t*Es!3LV9ba9u|&`di|wI}z7+@Hb)
z1y>V<K%(Li)P0^*RMnKS`SE8<m7b@P2Iqyigv4{)D13T@P+VM$g#yh|_4W1L+8U0v
z{!xM7(9m#t+<5|m78Rn7@$HqMH&$-YBOg30jK02pox?KsuiahKhucf-7W<d)a|EN;
zy8YbJK7g#H-DHhjRb4$@qDbQZcUs2d$=Ei}Zki!JrlNw;+}u1*@iX@repeNm_nFkj
zJWJ09RQNu(Ntk!<`euohwS;f?slR0l5He}iNP@7e_xtB~xYkWV!s8e&OA{Iv2FJ+6
zWMX3z&9m;`Xz24B*P{28hO=B@!FvQGZCaxy<m(5oyb?rq9waL2kVKK1R#zU2ln2kI
z==V0hi$7s1wHlEqAqK5AIQ%j1ZI+aGG*LC2QHI0wQQqfgu>Vg)epNNZkd&&=#oJLv
zD1EDAY8E098T|EQJj=UnD46AUu7BxI7mR|n(MUxma@6qhFP`^1zngQg!w01tG(7zJ
zJt?Wa6o$TXwF<?4nAF`3dPc^9!=H`G+1c?iF(`55B4kf@>ra0kNFfJvl&q{6kkivm
z3AC4Q;EjSFxFDVqiDW{)c_6eQ+J(63rMp$n;dpbgx4FF?R;|}MFfbrqdS4!@M*M1c
z*m8eSMIf<4N9PZ?Rq^fy1nuBdELAO1H-*nj_WgTlM@QC)9HCfzCQaji$E!p<j#=+-
zX6g8gb<C_IF`MW3JwRyfK^OSFt~bIk+a7K{eE7g_+y{XivWh(2UnEZ4%n)bIR86N3
zB5CXvG;?n@ynkg|?s07F;1JKCRzd+X0kuqmq>BrOppXzu9bHLt0=0Vxm?WLTiA@QR
zkJ#-O*^8gUD)4#}sq5itIcpHf<8Y}Nb$c{%52~Z9>)Nt4Jw5%rvA-l!Pd8Y|J06s5
zZJE|2O(FbO9w{t@*U`~nto}-;WLY{&^TEo*(z36z7Ir<T_O?gv@8SjqIf$9!jk$aR
zjfq#jSBKGTz4th{uip<PQ_D<MYO!(krul+sCw>JBBS2JQix;r>K2PnnsAZ&$w;!Cy
zLs1}}!OIBGYlvunxkU9~WR8#@qsK884i2oBmsfaX<lyKi(#7ug+2efkyeqKKQ0c1;
z<Gt?Dc(c+kS=k}EL5R2i7823sHYIR_8NFvE)ew+^In08){X+JwH`0xWW&5PjJg!AK
z7+UOMB&m!qEY0L+yupUEX;@r>y}Np;7c+uxurL1K`>#ZYXL@v{EriL!0_)55B^87S
zqAEW1V*;aBm<v8nIg{$UZol8p<!w<DO2$+LnkHkSZ-M-y@ABVjWP0ERbfgp7fBTkV
z=+;=*=MJWi?tNoTKMOpp!qsVC#i4y5@8HJje6>mbH}4Enb;NsK$UnK`@~-29jo3nt
zC7&SnA|Y=botL+l2azD+Hb9}VzgS;5Q>V*n)D!2m=7R(q0&#S7Tx@rH{q6hrA4>_9
zg*r^U5N5ksM5CQwdAcQ^94FYDuDGdGsiefDV5(?hPz`3tOSg}=I~ix?ig54*8I*m$
ze_eV3D_uXu4Q>`oz~X$mA-3kKW?|Co?c=iv_CQ@r%Lo#=e{jIvmCM0O>d%A)s2JY;
z)zPx|c07-=wl=bijEwzq3;NM=>)!CsdNZV++doXlg0EjAb^HAr0cj}t)2HYbhvjp*
z79qbY`c=L59&KcJqCdaF!w1A!t8^KmvW&%CZOQZm_=Ve<2_7=)1FNH6o43%)8M_;|
zi%rwP+DkMCOjbM;d|O>GthUZhxApJezf<A~t4-@JpPimMS83P7#vy(dCi;b*!|gy^
z@;*DJsp;*|@GvDew<hJpP&6($3^a~UPfs^K&GPZ{pVyFxx7*#cIOwhUpa*xqK~dr`
z_-lc=R;ok}Efn@#(b3W24ZP<y47k*QOxll5X7PpH-}}?h&{(^ZcQbhh1`5~cw}-yK
zrGpqB>2tn$lf+<mOFarjB}__BkNomQHXybTySln+s(&eyu!WjufxbbRn84#|0||pv
z`O|wE921bIA$>o?#>qRDT+-9hsOabr^;#XF?d^P!dC!%R5k#~>3Q&+~)f)cTH}rKX
zu(GlmoSpq>r^}882M#Sz8}?65D%oVR=(SML(M9+X1qXZqIZBi&nF1XBsD!NHpJK32
zuCKj^Mn^9Oj@Nr@Q&&&}0yvK6S&r|`T{s#lDmK(2`{9ahX0fg|mMD^C*#qyrnROcA
z#l*z)+ZdP6I@o2&^?RK1CXA~K3SfI5Z<!`fQX(UfTwPr^{``rNNhCA*mcem-KF-E>
zl5!sRN`L^=5j#+uWn!YuLo_5#&J@8*DpAPcxA8$(BctkLiE@#Iw1h92*$7PX!vmMY
zENm68%u%gh1{W>T6fa~|;oJR*s6!%uV~$*7*c~%Br>^js8~r1lqAD`UTWc&(10;GL
zEp37mPYeXa^QrWlyNEa~(Qt5aQ<uP=T>CC{adCl7L=;s}K!pqy#}ePz+zbJknxVSi
z>u@pT@?e3Q;oVIxY#rC%Ns*_jmajC4th)uXs%rJWHzkg{vYWXaulDn&jS;0p<}6r=
zySRyLq-+>xk@yfOJv42*&Dm-FoVyn`YHDhbK}n+|@(}*+Bb~`)j?n4Fh1yTSr_D%m
zJj6{<&^#y2jL)AXz&e9A0DO45wG2hU-D{7*TTTjrH8nLqvb($gqQp9)Htd!_!(f5S
z<ZNpg61+2>4hJy|dhmc8Zn&roQYik7C*d)jDSCJP>!XsflT#vyFgW7}aT#f8*YA6s
zUME}UJL4!^Zl<PG&s969!lQ;wLHR}q*8gpInc%?T(Wa9H^lt?ttG$dNnZ~JfcuTBy
zrodcbEa~_g&a?b)QN16PqmWEY+~0SFOpO$xLK7R-6MC9mhuYfDCSr$7?^P0S6i|jU
zlo8Sgd!<mjer@!j7P@Vvl%Qxh(<-D?4rAisZ>lK9Cl}=_yGJs%;TXEPgcN_9(?+Mf
z<`P+t!cn2`$WIP^O-s9ZP}@6_FA<5xqEy&7y+S&eo$X^HaDE;~gAOeaAZECZ!Do6d
zZ(Qx1KEs`dIqb>FCu^#h(Ad!9txj2!`ELzHM<pcew!C$~K(qgW!n(UlpY+@BDI+~H
zajA);KpoE_@UQLkkHj3xSHk+efv-Sa7^X}gUR})+_;9JU(&h6}&-3Ab9qQ@Qscw<&
zZhKqzHy5X8XZ`cldL||&DprrgKQ<yU$wxrZb!m&dzQ{p{%s!Foq;+rR$XZm=Zl9+@
zNehp_#YJCMqshy^yhtHKBd%*vJdjL{liwI0KjV(@;|JqY=X9YAHHc}e$(-TgSi<RI
zdBScXd1q(#$HzOTEa3p+{QP`bSy@qQYkDge0y46MvNC$8J2p19J}Ds~A<gU8)I2<d
z;GcKWCT&Bdx!S;EsH&-%R31$@DrQ9=A8WIirFtsS4E+3nBgxB8tW;(x%0apBebX@i
zy8^j?;F|)ox=CghIRPSJyYA!^2Dv#44HF~dbN_a%&rGll&XL6?n~&oBK6@DN-o4XD
z^#x7dVuuG4C}p+46fj(aiuw%9RxzDRi9%F03%|DBc7(#ZpNu1`hBL0X5eE6(r&uxp
zPc#=77j_<=(Yur0$#DTHs?cT7wCnC+%+Jqfys<#R!NF11*GE%QQi24Bg@uhw(7er|
zyEr{n#u}P4AwtBp(BFsj)r7*Te{ob$w3&GuJ{bA<a7WF@_p(qre(T44r{|HXE<3&3
z@f3)tl(aNhNK9-jR}1Ifj}5DdtZDk>++1?d*uITfo_l$+8*%gdciB;Q>N}c6Bkibq
z*TTb;lIZ+b!i$TGeKRvS5WS1}rL@>#QyN-YlkJgsl;5Bt+n+1P?YTdfSIFYUmPsHL
zt2OL?>nofS>a^OSQ7B0*9cRsra%^D}9mt}$wYWX1znIV^Sh0aPlx&jpqne~DhcV(!
zMX_pEMpm4CGV)qlnk>qT@>z;6?@C1UW5KOS|F0q)(g%8>=}s@F8jY;apJPE%GW*$J
zA(t%xG8Q=4s6k)(+@1?HFox-VwCPi7Z;yKSZgT<w;%exRO=fE-8slhfrg-Jx$-Ol*
zd-kbUWY^p8KoL>R^;#5PA1+6h#`*5fNibQiy^akQ_B4mgh!G{08^w?%m5Q4dL2s$K
zaJOr!uMo7)Ors;;&<a84U|`w)Ct*duVncdFoT4w$_3?_q-<n)sg07?U0`GqPwUTpn
z7isqApGy$AS@G8hP6>Zq+{0UoX&a=dSPw^6^xe~z--d|WD4g=Me*OA&<U`>!wK0)G
z5((e>r(Dc>h2E?J5e0YaFM0HL-@Uo6BhX1sFBgmkmzIbx_9maZE@FkY64AKNB$}2M
zE_>}ie(*kCb09M4(2GsSFQIdejg6Ic+OklD=Yd`sZSXX0)D^{0O)U&Wl^IByppWnG
z3xSKLvNqf0BO!5bZ5%9ac=LbKowE=X9*PM_o8Uaa!^eLK00M+TcI(v+E+-_4_x)z3
zrjWW4+lRY<GTPeOgYt{;Nng0awk|GQ>YMOjBc^}qCl8Fy&f-o?Of-F}q21lxMOpT9
zL3tc!>xDpOW@eo4uU(k6>mVfD_SV`jK0^w#vXk`<Cr~>t<`R8TBl_(-YQ4Knh$8gX
z-j$Q1%$tLQH7YJnGUnSD%NXbG?e)fX6|*|yOa1>Y4W+|pc0?W@AItKNqf<;Nu{J!k
zhS7JSXklJ@ttCtq^zkUgPKBR8lN1ybBxUOMDy}G`{%}}kymvMg$673as{8^tPQH4-
zkdP24$Rj}6H3&cvu!H+RW+m2bk&ew)j%xjNI0R!XE{8J1#1v0~4J{xoCNnTk<r5Gf
z(W=q!w|J$$pYdiL0l~ye3?{}ROGFSS7Te>2|MA6(km@OlJAPGqU9sw~fBOF%+TWiX
z8+^fRjdykFcRE_0g%aZxN<9B*+0amyk!84dXQz#J_U*cXa&W4S&UIhwqo0Nv{bh*m
z#~*O0A&_48{a^un{C$@ll$c@D<E4T)H20R~VdajocvDGhTmvOipTEcwj}Pe!`mH>i
zgHXp+EPIDlV^?MRhAFy^9HPYve9fCXYF43aRHjr}_WRx^=N>&C-nTPiJO-X997D%c
zc!Q#!_kGQ4T6sQ<k7Khn;@a3+(9*4RKp$QSFlr#1&5o~;A)%nElowH24YOw){*Fe8
zhTlblqZ|x2A!@eScU>Jpa40zV1m0z%ea%#*W%TP{+4_o$I-H`r0wsNH%(<or{(xLC
zSaxth^b0!{EEYDb1q12#Z>Kh*ko&5t4UjeF)6(j|=nr_DW^~t)Pi;>>aax%UMPcvH
zmSS3^%THt2adOhQA4VOgvlS{^ZVx1$tV$5-=}C6B5ivVyC|Yq)mL<tetI|u_$;<0A
zG7Xx2f)R7T!iDu<h^56*keA<v{zQhaBS2QBAz)HqfDPVJvm#E#d7&%V9AR5l6ISk}
z;;nlRDm1g@7KaRe4@S_avYQSeqmc;`&ATVbGWl0m)l~-g{q6KbZ}7|OaycLf)ol`e
z4R_<Bw&0GajfCGCXKZ#V$++WFlqw^MEZpUVNxs&JL=pmFB_K$`3caIBo`LNTHNiUG
z2o8fntxYT=2w-8V;9=plbxeXx@@M9wDr&-5SJ4e-h$@wpmm~=RkmPet1A2!@(52>q
zjv^{1M%>(-CM!Gpk~N%?T@%+Jt(lK6BVZ4MO#!(D!tQq~bFe*`iWNHa0q1aRax?-7
zQ<O(jHGy`pPoE+<$;24ZIoF4aOD>2LH9`!`T?QxGx10pA3=TAS$V5sCeKUO%C+DC!
zCZ@Isi#u~J*;7i2v6Bg<tvVh`<=?~QZi4vR4MJ9ZQE_ot3^Ku}r^h>`6LF%@k-Uv?
ztf7(;Q#;3+G2V{HcB*o`AfdpxZUltu?y{)X#P$;2&z}n;vtI!i104M5Ywdo7KdG?&
znOR(V?6la?!fea&xWelq552^dDG8|QXc53Do&Epl-kNxDxk^&4)Yj~JsL)rOH8x59
zL1iNv!ci$q@C5Y$0D<aVcjV$7eebRuy3R&O=$V<r3k#`10~K-Q`dA4dBPgXr1O+{P
z6skNxvSLdKbdWH~hQOIlNf0~T?q+4b-qZcn!RQ-1+B^c{mah*V>lk{+4=M!b`YN>C
zmCndM0v0TDhxis2-HqxLJSbgu3KlppROko_<rp=V3DZUmDMT^-{6H?<77k!$@fo*q
zlcX9dF5T{)uimW5AB1B1`(vf&Bv=FnqCnMCB}0*#QP^-OWoQQS3#e$)Qbb{cVU|T|
zQ{+B7R1VJcS&o2`3RD@-2x4exD7*Xq6u;9_tCP|5nF|X1f#cQAvz>G!Dh7sV!o9h2
zwG06-R#t<KqNJX#E>aj67~X)}x1b)0)M>QrpO|>R4U1?^%H_?1DM{7T=?r6`dnotE
z*fQcxw4@EWIxZ0e-ky_lVwq%osj1v8^L=`@c$1<UIR38heavGd^}o}a6XC@U(^r*?
zi7BF^<jg;UVvhHGA6tt88FH<yI{<1^5JHT_s_O5G%lv(#K5v94r9%;B{I1^Cg!bP4
zspR!OrTAB#0Qx}yHs{yXVTtEsg=0NKnqUb)E3my)u67D&1rrc-yzcv0kPQHC6M??w
zjfVYUP25P)2E=*y%uG_h({f6%V{yr}sF5>*kI!W2@<5Q*Rw04D>8F~4PDtJ#ogpRs
z9!X~DNhYl%H3M`uRMh*mdTOGGkZ>$df?zCJ$Z=-|mijxI43|6Zb35A&Q^y3QhlhTM
ze%DeH&ZiS9@l!=l?igB}#m}EiLO+w(B8SK_Lifv=3rhDilm^M7B)?RaZ<Y|H-`;LX
zz`f74os-Pvb)f>lDTi@iF#opY|7kftTbdCef|BIR*w_|e8;VLw3IImR4ua~lQ&03u
zPD=;`Ad?$RW@Vdudy#klP9zvp8CMGhg@wt^&d$2(z&m#5*67kFX)GK+2I1C4{L9=Q
zwF!wJCRbNPzqdlMCnl_^x1F~D41%4Wvqs<jP2u19z;MHx_!T`JWO!ncSY?XfYEg(@
zKGsE7H~2^bualE|bL)a^&7D#weXPI#X-Q<Hw2f}&CrVbKSL6)83+N?!`rb5&eUL^8
zygoH~=5EH**+u~}`zMagiLSgVd8*k?>({Seef|9~e0+S*YXkBRhwoqO;(yAcfI#8!
zJk&PSHa9OC`ArhT6%xXGyN~@wippC@+t|UF;!Q<`b7upN4L-hXW!0~vtb&-pgoG$h
zmwsm}t5kt3+d@h7_!hsI-{;KnT=CopX~I*o{SFQe$(flI(-i5gtvsNGrXYxIr}Opn
zY#Er*^!udR>~SzpB;d*Xj0}R-;Tht3{XT1>#_GRGn$?t~2e)nT{Ke+e@=(dp&eYVb
znb&v(TdF!Qi;VAP$M5gijlxvdQ@D3$cXWu|G7(w)qay^pPlIJ?aN@V5B_)#pP>Cas
z{1ZUsKATX&xwYD+rj&3fG#Nk$&U>t^tiM1D6pkfsIg#~lE$AsgQHnMk>kR-4tG9UY
zsG`Fa+FZh--rloF;k-Dz+anMC_&R!B<jFcKL7XxiD;{5;1Q0~Bpc#G#sF&aK)g<kK
z5B!wjNsEix4M9(V;>eVC^Hr3ffqe~nZ$X>&9wD6$cZOuS;uWE*lXWG4B)=0Cg+#~1
zP|?!T>VBQl#@8p*w6ee+S1bMUr;6DuR@}z)RC-$RtA0~`e8B=z$Fz`?R$03>ZePmn
zY)S<581or1Zt9i+uX7f-P}6}aVc!3FEjtXeGB<x)M2d$p3@KAT1!L%<+{sg>M+~+r
zxVycj;^ifR*pYt7%!~mm@luf;1*#gvi*T~uE5hxx_RYZi?x;1M3JWSeO}?V~1E8V2
z0G!bweK3)e*I>Xi*u32+DO$lpfkJD{3zZd!5D=bj_HyGXkpLG7K|#sM$goD^qsNPZ
z*^r(FQxprp(2bd5dF>v5K8W$x546&_apL)N<nQ|hypEqa3CCGj6zI&~O}v%0HL|O#
zE5Iylw=<V0(<>4}g|EAOF5>?C(#Iz!PXD<ygSV?|L;bJ+dZ^M3P?d@f&!TSuYQqUH
z1l;>^1M#P=t!<t6ndx&xaB*=F@jB;m>=Y;yhr@_q^mTvmW30X7zuvO`HjS7f+v|)%
zhKmaqyh>LV^z?{~iprU(j3+1IQu~W+CT1p%C8B==?>^lq5C&3IT)cUGwyj-f48v`|
zX#BRH{yT|Utquta^gB{mXeidpm(eLHcxGQD@*(WqnLo4<(q>kr9v&W4R8(N>?CiR&
zWNmJzmNfk0G>jQEoOyV7B&DQGzGre}k-V1MF3rcAOtIC9Rxc0^-I~8rL@7o&{{1_8
zWkvt*@hS-c0l_ng+TnGQ0I)aiCVxB@cG_V(`WVKTIYYKeRy&G!Xkn@dM)jr$|AhWi
z;{uR{M1dZqn9_EBS*lfqnNgGE_0v1yvC451I}^RyE_3cP2jvvTHs-apwbQGsk<-mV
z5^=JRMfsT%=$AOD(P&1MJ0f4T{JNVun$~>$owwki>{fPGc$#>wdpK16=d<HyI!}{-
zQqvEGNN_rMbl|426!*q5<yP3bou&jK6vgZa?K|y=-?tZ6%{;i{QFHL})YVb^<o&YG
zd2`*!I-QPpp~KK&6OCRCqSILjsglS9G$`QMu50=R-QD>pPt8!~glu@bVwAtQn$6v*
z0WnWn)okicE4mWv(hiSt2;X-5M{5KdZmP+zT57RB*5nJXb7L}56hz);6OIIj#5SXz
zGv)mF1BTk5Hh#L($JRU%h85~Fdae19rCQhYQU0PI6b=}MvF{HA@}<WfolMJ#I58)O
zzVf^eH6f}#XRM+hBDss(GYUCYw4}&U7wON@^E;I|$NWOiy~3@mvBem7?E#;#R^1tG
zbXp|3=Z{Po^&mvhisJO+Wow!0LtiR?TCQQj-_hS)bsiE6Cc3RQM7I~p_bz*wtp1lb
zKfF1ADZ0BKm1&S6&0=iX&+8a27OcfiHAu-rMC;txccI@0Uq|OUFDR`G#AiPp4TbN$
zw$4&Ia-v(`a;f*+Jg*pD=w}xu;_clJw&9wN-z3b&3U%Y#dmiES<wz}YVxR9%AIiNT
zKHa_7II-;Kt;xLpcXcB++?dO8i#7GSdzTtBTHYu7eqHRSoT%Q*e$<sTv6V-*e4M}0
z1_B0~$F^;cHQd+dUg4bE2Un+iv1R#OpuxvMyvSC?B0XLyvy|`F$XrWXYc$3bn+o<m
z`WTAs062e6r@RhN*VP1{3*Y+5z;A6a`g1&qs%3HC^q5Lv7q{V3*%a~16;F1Ic!44h
zc~LFU1IeeLXG9m9ro_mpsA?3P7T66uG~8+Xc+xIN&cP>ZhpTi-Gtl$EA+BAm)xBvI
z*HFZ7kZbf_SQq}wy~Nil!Io=CJnqGR@pda=_-uf*n$*STkHvNC-_aeU^l3MFrKn=l
z<J<7?7j4`RnImHq$#U#FeRw&ppHaWn+bq%{6V30}J5;trp~eo5T8RYGEqBjG^^zsJ
zWRKXSOtw@m<LOc|-PUX{@IbUb>uoRhubW=8O(LdW<oq%@iyqeIG*`^NSz&C0dL?#^
zqq;S_49{=sktnpov=gtSu&bk!b#X5m!&#~v71RmY`enn({P<wo)pEdfpEDLD45EQF
z+Zm6oDKG?e*~KAJoP6rX2tHw{et4q9D)jHe%-w!RdF4RaRlZ9kJB>54R}Z5LKEZu+
zFrk%xsmmgtt5voSq>pE>M@2cR7+e0#Bp1`iWXx96OV6ulLazG4%TM(IKEw|8tnQwY
zkYI}}R9=nE1sWwdxD~l+yd-w4--qn%GA8AIxnJ>y9L#i%p6?b|b;GuMr+KWYcucgY
zU~FUO<^I#U%PIQDo|J(7vjEH$=C<-T@0*K=3%%ksl^q381@8GCm2zC+`i3TO&(>n^
zOFSMw`b$3GKx2q6!(74h#;pnIinXUpGi!LO>_NXvgge2r9qv5^j!Xm{XrB5F|Et>{
zqB7JL*z?proq>h6&F{`%TTbzG)vcWCGYd3VP5Afl{X<u3huLU+%q>@Ugj{=0wbtS2
zy6mY^4aZ4vQqZcV+7M)G7v-%q`hK%@-a#x2wTq{7>vPa+9)2AlA~r9e!z=j6&fnoF
znWTpGWQ`9GG8wc9z~0CY!g!sIhpKIw)aCsLokpXNa}Qn4dZ>E$e49#L`wvuvK(z2o
z$>v_&;laUOUp;(n|LSe`q-QJBwMUj68`SW$2}O4lAd;uTTebQ8;@jzV6ght8FHVd}
zQA?MSF+pU?3>R<2oH@ZwsFSb9NAbq?w9WoOj<zFX!^J-rl`cY09b^6|Id~hhy&^kM
zbY!C7z{dym5}06amStlT-XMg%o4dXGoiT#qv&2&JQNnjdrvv<L?q&Z3J8Fm|`<>Q%
z;_K?zL4{8F_AMTd6XU!rD5&~S*}8&3^H~U}3hg#$%6|<&1tU(6S0JCxy5jQh*gztx
zf@9~$&hvwya0Ls3$ddh>8iBBhx?ypG0O2Ke!z*u8y%{}J$NR?AH~m6pb8aBoEAcg#
z61(p|>u&=5i3bbwvbOA=liD;zG^blj8Os}qXF(L-K0Ec2lc19F!z<)`V_at|3={+N
z%{EcX6F59Jlq#2Nw%03AzYE)2`+ILcGFSSssA1&7^K>L4-ye5dRfWM6$5g#W;qGX}
z31u5ut@FKxfaoYYTF<L{7UplvZR{_SjdwRcF``x_PWTUz{59{}m<`NjjAxqcs`Ej%
z$Nz%*`Dwu)I?N=6FO`wOo=j+IV;P-W7$l8)K|s7y?1WaZ0nqY6(0L`NrA4&0@eYkJ
zCM*HH6b>lh+k7tQKr<E&R0`C>!a1GC`}<LqTD7h+qN2f+l0Twi|FKb-n<2LtR{LQ!
zKz&fF5mj!HK#nO-pZ;F>d7zo?Lr?I7oFBYDNw8*a^8h$2ycg_J?`U(=y*FhNVS^qJ
zqK5m<wh!A2Q>g=k9=xD|e+F<-@iXt9b{}FHkV;Mms=_rF1$^0bo2`qld`8?!!=kfq
z*nCVisWfS8RHN?7&arpz`63B-9S;(e?iQ-Oo8cTAvf8~6&la}vx7K{zkq+3Z_n?a2
zfv_EIUgezR5RiwrIw{u~z6d{EbGBNBV<`x;>*T{;H?5a?uO0cspL4+bYMp}qPQTq1
z0hg}s0t)!>FJHchT3XVv8Oq8c@Adx}8$&VZa2NCS?YKXRi;-mPuNcxmzN16~rvQhx
za8E*ytUnXBlc$f`rfzW?&hNxo6+?pwRI9#?sWu4|E(4vH><+}rf87~7%A$nW*sS)v
zf}$T0(5?}tuDiEgsGkrad2JO$)4fuKs`_7J8w2-!!@a|;{|ee6){2pga(C4gm!@qE
zJfL>fwVAn~Jlt`GEm#Yl_fYtU4BVgj$*fD1NA<>eY(_)7umj~e<^BJj%MkCV$Ug-?
z60MrNWwVz*C#XTact|~|XR{zbxy@?{W8Xsvgqfe(H|TF{Y~1|)`$c|IcF6y9eyX47
z03iVwr;#MeNkmGZ$pT#pCeWebgU%{aQZ@1{B<Cx`cd=gbJClARRByJ(e2|As<bM&^
z6LrAs!d~!i`~CEz9AFctysvHz_H!LyYi#^k!Vf{iAg!8u%TmiK^NTH+9+VbC;n672
zpG}Ul?B(M$@wvlmGh_lX$Kfx{MxgJa;J5!J?4eYseJZV^{j{DKkCq_$*KL}3&&<Iw
z{zsVR#enO$+u3G0X8Q%|KemlllHRkeZy4F=Mlwf)Y5rUrObCS^Uq)JPNI#-?UF->T
zITPBYBj)0$MTlkYpJNs~Qj|6|;SENhOX%y9c6eHpk_ie5CVl)E7E8#s1u9%#zbodR
zd)3PiLx5M6l$JhExclc}l-|9!OZI%uXN?IKJAVh`bs$})$H){C`lFjnBXCWNImn(d
zA3!|O<C9iOI#$Q6<v!x_m)`lBo#M$&o@O%h4}_h^zGfh%3Y0|7PXn)zW-v~37X}Q)
zqTg;xoe<WS@dTOQPZSDx?@f9s)7A{k!KwKy*t6Kzd!Fi6<5RuiRW<25TE1A{65sVe
zOQiBXQ3~YjDb|qp$EvY5FL+^iWvD$LDWV(1azdPA^wcFDyBE1B(ziNqQ0o6TdTp=&
z|4o_#dO4A>wW<mY4hdrjD9`Fa-;nw*E-`Tw^iFZ$&9XS^M7oQO^H|Ly$(Z}sHz<mN
z!P)1!L_Juseryr#I;&h&j3aR{SH}nig(0Pmrztq64#5K-6m>$gLX-HJQV9u2(Td7H
z6`ZWRZ1YWhFr=*!A8J8{S~dzkCOo#?1$Cf1g90kt34OFZ%dP8_V1NJx1^W;$E=8xK
z{e@b~!1tYZPI#}fP=9C08m>&<1tqkbxOt2r86yceXf2(ee;Dnbff>Gt^_Y;z-S0;9
z^6-!XksEmX`!%EwC`y1bv@~yJXJ>~9kjsb|q-A+4KzmkJZlV<)ElG8_+DS-BnR)rt
zls`XKdDV8YpP;&P<#O6z&hy^nW_<jhcx4Q+SDg}X&gScQVMUD4+;sO{<B6s?6HVN^
zvc_VHx3ljt40S`Wz}8i_o*!f4fiz!?c}%xx=yk0h1Q=?Ee19n$IeI$aPwLOk<eoNh
z0|{>b#J6I<GB@JV>{6{oc02SR_7@OU$S5cSfG4T5KwVzQ1Y%09O2Cj4{|B_>!Ph*n
zrsCkh1`4<Rm3Gb!&m$C|lPUE1_;S_+twyo8<g&xoXAV8^cbHTxglmu#63n6(3`Nc5
z+7vnx+_cy$CWleqSf3%cL#nOjGz_?_xG>7ZWa4BB%+q*rGB+`h&}uEE^(XWEjc2bO
z!D_4(7d#RYH3P#tN`D~2S@{S0t_t-fpzJaI^(8q1OOa{CVFjD~Rc*S6{kgdmLe;B#
z)dlqhaD0T+_RKIJzs{|Le&<<-z`__?7(Nm9u+n+vMCk;5Q_XlW^%~SS))uQMm}6vR
zac0(yt0Pfjcq{64tqlvYuH-@}q=Lw@JG%J|VMcI>r?o%0w4a+Wyo|TeB6W0luq`d3
zE*!>YaDtm`ID?s7RUd+$x*aDAS<nXizK?v*L&1P3#QV0&C6YDvs!>-Mqhn||!%?Tg
z0tp8`V_E<qK8%Y?3`$KoYU$GhW|E$1@T4%@M79~yg<$~x{yKTa8>kVo{ql$>rmRyu
zxfH|B&f&$wUtGO1dTOCp^emd|3$<)qT%yMk5EhM524+ZyJIwAkn2~rm-7n2eTs~<f
zhz7Baq7{`P8AN%a@wo^QFqXf0kKHyP%e85=RIt~*PiBLW7zo@>mg&_aqm5jh%$;6v
zml=xieMUHXsFZ!pc72iL4b=Z&VEzQbiPop)qyIaupRE3>8XfdxVR3ndD0~h1lFTuv
zb;YdsN;ixos^N_%<KZI5<ry+e8Z(Sx;3o}uMFx6hf9#{f#Y`OvV><x8=NOQ1Mxe(g
zAW9ZkZQ^74PY=90wMGB6+t8em&9bri)lh3eBPkdE`VUh}-(qWGb#wFPrbJ#5ytDHZ
z>uOIx-)E<WRc!j2D~)$5*mbV7%S+J-h=%?uE)fzv8XB=BtED5NjhfCsMZ_5`jNV{k
zYKr};wUY=GW;aL9D=+;Wi5a402s4pmVVBlH0iPk9{aq%_sR!nlCAAOQE0p^)BzF4@
zh4`Co6?Ir+SeRHUNFoIFwek1K3M1!Wjig2G$ErTRlk$W_oXg(grXj+krTR&BU-#9A
zUlokTYl6lOt8jm9lVyX~1I-e3ZLN3#u<xVR{qAT<Tp`6|Fv12u=&!YSxVZR8T)9z?
z7tohsi6U1<Ok&vCi3>kwV7-2QrBAOOhf5^;WiZlX?`%6U#wHS-T9WaH!blN~IO!|=
z6G}gCZ>$D0B+5!H+&4kOlulh@UxH!6-T(YOeA&d8mHonIHUcXo@3;*PsiD`5#lj*S
zjeH^yM_ksHk<y@p{+$3*)P_WvV3#IhG7Q|?k6ILEPn}alc_{CZ`CNbflt1`2lyfk!
zGala7!5Gv&nQOH@M?ga@O&|15z>}t^PT7M@M<<+@mwruzM@vAb)<BK5QW(?7NPNvF
zGHJH-1$L|s!sW&Gs0q=I4GYVQn|*5Wii&IKNumgjsa>UD{PN0U(GiarjkO|Hy#baa
zyFk<;i}7UGJbdz_z%8yga=XvRq}FvyR0EImg*^jn=C^(bY%H`x%b%Y{Z*PPuS>`D9
z8c798?uRcf%<M=lY|bxU_#E>Mzg_LbRn@P`$dwfT!c<E?vfiy%D5F6^3uPhwTfOM$
z7_Q%5&?QBwm%%T9+Ylf?8HQBZqjfMJzPK!+=4;_nRfT->=oc7x-rVzsOo(b|R_&qD
z{kUq`X<6I)3Psqr>3mn`=`lP?(xVg~<;CxxAF<rrcGyP4kp7&wJPA`iKE~J>`9>$5
zy9Tas+2L&u4_W`sU{ulUo7;2tr2Dn6a_KYX6<MU(l2jr8Gv(FMGVb|$P=`pbeMsSW
z<6F<n=FrMJH#_`pJ1y}N1xoWlL~&L_^UraaMFBS!JI!@(-n_xn!-nX6QP*r}o?@!4
z<4W~Ey1K5P5W)UO%A!{h_=xdJ8w$usYV#kAEh9p{DMznAe>&U#{K;nCNkgMEEv-S(
zSMl~YgtERqT+m0gckgw0fUrSsas6x+ewUloksVro(kpA#ADHlqge5H$Qz>)mEjCO+
zwO?e#r4!V1ChN^Q9=Ol<&qJ9Gl<bz8%VU|e7GZ#*ckuq^a<Y^_LO8bGW*#N**O$h}
z?4E?5jX!%DSnvOlQ&#IT)V@pIDP(gG=-;`Uy|tg1*SP-E>16-Kih~Xa7+<Iu`u+CR
z*26vD%f0+~H&fh!n%&}XIr}zMYJpJSXg2oGuVfLl;@}8h0<)Pze0`0h)NI8sUq6QX
zpCM41jpE?o6@B_}P-w~Lr}=>QzBll4QsQMt*G6WX=7LO4#32dExlWu^qn5My+uCk9
zIc=y`vHxwAj%JN|^+rTyu7f>W8^gbN5|oM!rRkC@+o;Uq{JXq(e6=GI9=y5CLxzTV
zt<0fRBhKTaY8_q0n?ugNukUWStgJRJCNI;q%q;sLp4mOhUjnaAob01B3Do;@RqX<b
zqhHlkv(&k4b0WBVB62&-)S|l_#X8VgNjq51-y6C+pctW$S8VW~S6Nabs<rvH;vr89
z&q`-Ve;!C509q#2lvEhEUE}d~3?fFs(C_bFY4cE8csMDPq4PK6<%~seJ1ous?R1BQ
z-8UQh%g|#?R#Zw45~}pn`ZXBG)hz)XT;$-r9Jmi3v?oz7zsn#h29y_8p&_FqsH)v?
z(G1oV4>s9UedNwR{YgpC`06$i^Tq}qRuksmF~Z8qqU!KcW_LPkZ-{UpPs|mOU&^Gi
zwP1{)?iefT#Rc`yc<e)#&}a1Y;<k(=PAlZ!t9qAH+=Ey+*!?x0?SARa$#dM~v~{yu
zsynk1|4wjm$S0RX81)cKC&Nq@xjI;M%M$mt29^dq{|vEO1|9QVBJRV&P`d3}Uj?Z&
z75FS{{IN})uhxmQZFQ_)4%u(uC}`)~IGLOeCuD<7Bx9KW@W-~c;mv&VO$c0-mYAE{
z{EhZx&f&vE7R)h`quLPS@FeD!FYGONbTSv3r+jX~Cp~I^tyZSAbzlq)t0Wqh2A7Dh
zFO*u8tuefP>Jzp;e^lB=%+t9u9}IyT(Q*v-VE5E&edui(SR&qEPCxQmn5)a(n>g!c
zCq{L1t5`wIyJ6&|Je03N7pK(gocASGkEmp-WT&OA*xn~WLfR-!4<1d_fof=4zkshI
zng8J`0IjeaMuxBQ8ZDOB@v2nHsmsj`tmtsYLteZYjK=->&MzcbsKpT>fm9_Y!X)^M
z?69-k1IIB|@aB|tl44+f<GqQ^S6}|cj#MtynhH~-VSabzrp>C$1ZCZ^4*IW?uYaBN
zzWCXqI31lSjKRbt-t(B5^y`;Zm`~;xy2Sd~IkHkEyZd$3x1~Nz*M~nVjCeh$JBy1C
zxqf1w@wurdMlGaHMq!5^{*?HFDN-kQw;AcN9Cv&3TZY@LNM-kPxmsyQfVoOji4Rj7
zD_62$<~8FyEx7?Ixq}6#W@fQGey-hDoTC#775NKIXL0w+Xm_z?|Gz5NZ!IOMq(1WH
zCmp#e|CPSTq5Bw_6!G%wkGHv?HrPH{4+`SOBzyV7|GwU)>Q?T(rPf;X@Z<o$m*w8|
z_wVtq(_e@!6pYU(&%VvvHM1H`@U=3pa~pd3@~|C%j*#$h2r9wpV2yzp4|?G~5QZxv
zsAW?dHX-jXCX-*CjUIC6rT9wVXPN3VGXp$MXYgMpvFEt5!vcdc9ysARgjYM^TwLz!
zn6xqzmx<xT@v~-lwL9>v*K^2$eZhG<!sQnS_OnPFDJ{)j&4A)UPE)H<(c`CzXN=~v
z2Y^gmBBb5z#sq9gqW}w19|Z^ySC0%gScp2ai`aj~nP)Z9bJy82F&!6wz6znHCb){H
zt}=}&Vc+$Qijj-1X;P|vtJC@jiBney(C-66#}p8@)@&ldu*TzQEZWVs_(iG=hCVy^
z!19D4PHETg3xv_nRtVF2qHF=L5r89^R6_L>vo#x3h%p<j;OrI{BT(UkBasB?7YY!b
zbS-F?VZBd9r`-}*Z4~;ovMA?!fz)i={9wKs@N7WMDh0&x<yfzUgt7s9oCG)xs#LkJ
zbtZ#ffJh3NGCU<U6&pCQTo2}10DZ=3H9>RHyuzlroUKS7AJ@7*-y2=s68YjfX0|hQ
zZ)XP^2?+^k1SOCuB^gt30FCk?Ik`Xf-%qRDWI)n7??qy~q5=X#aOc3gBc3<rU$Bms
zfV?!SwzgK&RT;r)YtEu_T{)7mafL2)O{l~CKZ0Xh&i^GiPK-@YO+_#=GCE$FoWuko
zX~x>s-XL;dmVph~suT0~7u?$3_Av>1df=fdPfse5cdWTR(A13SR3sG`>FAxY%3N8Y
zJ8~GIVEs(g?lCJV#bd;s<4=0yS7vs&SpQ6bvc+BXGyHwU-bdf@AEGp{gEs^#^zhLB
z`uh5G>*o5Jf|K*3K(E&c8KKOhE`VgZy1G*4*YHrJxO^9gz<h;=hi{bT2Esys!2>BU
zFtBTv4<aceLk*k}K0ZDa;l`lD_kOrsfPsV|q7MKaS@MSuun_H5$5;R5!3&|}zhYou
zC<5wB8g}+1_k;O(peN175|_2NXZ{J?ZG=t$Eu*2J2yO!P-O$L$hd+O8kC%XM@g2~2
zzCcE%0K`^NQIRCm%Y6zGXb&9S;WVwVuwlN@dmF<kufA|E?tEo>_i{$4=?vJ(fGw=p
zz>9fd=86&s1RsEqrKG1v2J%n<yp_~T6%b|cx$X9W*+v`O05$;qXYDy6I&nC#GP)lw
zVgq}Rbjl2GMpmd2kV~tTzL(O~CEnWF!XhEDvrnc+w45tbkyTLm#o~k*3=AuU;HlaI
z?zmeVS7Xk$N8M2CGSNq}i)Yy~i93`PaKXxgdg#ezkDHsDMnoi6;AFZGiO=V}2%CnJ
zj7}r0lG8o^En7@X3`MHk=GN8#^egdOE<y#lewgp*2J|JE0fY(){ajq``5D6R-@k_h
zhlawkD$M7Vw;QX1)+!&h*ynV~u6DEYqz4YD6uhz9+uOZ=7pKQDYYdvY%4?{psd3oM
z&;YGoKj1x=Tb*RUrj27E7!LlH#fJ-o1Tw%p1DJXfJG)rGlv1#<VFK41K<0v>Pz1nU
zM*?@5S?qEim<=`h6srt%+-&ju)BnGh2vEZRYt})A66Y`h83Nz|kp~O4&q66#dHLD9
zhuGNIGY~sx19VC`agA1!e}vecs|7p^1AKkPRB^`Cimn=kejcZ_IAA}hz9_Ip0>&lC
z1^`jp+<)T$BV-srO*a5}2nlBExrPM`y1&%S6oK~gc`HLeGZz?@kwFwk%7+7R#QwoZ
zOb(|t!N2>{aL=%!q$K>au@RCX9Ka70ug~&f_mj0(kSX9#c$Snxo^1xeRGJ4C92i2V
zfiZ9B>kfE?XD=W#Gn&IvQ~xM=&`Oes{Oo8{%YKTqcy(bom>pN(sblruo5(gFOJR^?
zCIEH*vtc7TE{-M~tHJ%Z>ekMV)cN^&+cog;t^5Nx*BkeJWsrSdzI-|K^=ou`sl8#L
zOyX`!<iz+mHBc1L0e*SU+;1=23nZ*xdwaNketsW5ek@$r<FP<%xS<$+yV&YP{tO^H
zu6DpcfXVIKw{L9+wLQ0t`UVE=7vN&1fa|4aVhRI}P#c?a=^Ij!K+=U81Gqk2_yjOL
zK@XRNKobQ60sbT;NLyQ5-}*W^7|!YW`OG+HCO<HVF;a#bPZvmeA5^!d7`8Sy@ALo@
zt;s|dUz_tL?ES;T*-7tH0bm4(_h?VD#I9Dx#$xUqEkO}@U-1KO38~Z>*hdSCioyjF
z<Kl)oJPuCxr>P;Lii+sqNm5H#7#Kpp{#sdG6+`X^IwYTe)n#SM<r%=jv3<J=<_QS7
zrz)KD%7AwiY6iT;&$K?z7Xn<|FkleLQ_2<oFI>j`H;_yyF)A*XtG({JTC&@p%7+7X
z#KDWK8Q^JrwxDJ6du$>8G{3o8c6uK17LX8(0<mcvfLL6=yU9HOw-ZPd5_Zo9xtpMm
XyOPyX)M;K2@bymWy=0BJap?aC3C~Ko

diff --git a/_images/outer_solar_system_hamiltonian.png b/_images/outer_solar_system_hamiltonian.png
index b2b3a117a527d24b417de345add63031e6ae892a..6229d72a51a5a2df9a2e66b0cb7a5d89a29267c9 100644
GIT binary patch
literal 22616
zcmaI8b97x@_$?f~LF0yv8{0M-J14enJ89TBX>8lJZKJX6q_OVq_uYHP`2BPD7|luA
zp3}Y8dN7|k=W3XOoH!yJ4jdR57^0+v2nY-e+zt4?4Hg>ss?v-29eCk#7FBmvvNLsd
zGjKEklQnR*x3+V(wlMteYU1c*VQ0%i&q>cj``z5x+1`npfx+hg{snqFM>B@G3N&8e
zL%!HcXgGm^AshVr1zsXhYyk$QHYh0~r0kw?k?H2Hytwphi^?KC3q=@J7^gr`7>0_P
zG6y1nlD+09A)LgGCtXQSKmZg5LrxAQ9C4@`gZ2*GA0l=XD1QYAf0Vf|Cnn7CRIjgl
zu|!0C6UK4&n@3#o%tsSkUYW+GlUa?+FLc2u!rw`NYraZhbqx&r-*ra9;|9E>x`wW9
zLbE1LOvso{qzDNLf(;H1R%kUNVPRo;rIY=8Pnr4e)K{YzJ~4B1O1R*FeDN4no}`3?
zfmos+p^=fs+dckx0=^xaR`@)wk+`-k{>c1KU;+XHaq;ms7HyG{kuvEbv#9W80-tXz
zJ3BktUKfqt@Au0CLqnR;8}55iyiePKGMU_opKnJ3v|3G(onDWQA8#I)?N?ov%O`8i
z40lJ<N1I+(gR`?=&CJZ$?KUH&3hVCaMu4k<N^_u94HXARbF%ele;)-KThi8+-m(#g
z=s$39@bk6in3<Uw&FY(nH9Ir{f~lY{Xzs5U&0(RT+f8e>R;608zkmO>K>NdXn3a?y
zrmz3qve7t1I5$T+nZBT?Xz65qI1;=6?fLHc<MnEEWJLdVfAl_jXKybsKi??oT}Vji
zKPV`j8@@jQz*DMPY59z}Hse)p97aYWFf%h-o>!NYd>0VdLc-MX`Qsy`lB=NXwLXIt
zc6@B!WV^9?e8$7g9haH8LA!Q7_;j<k(&f|MIcd&Zw?QYa)qtI&R4n(vzEjp)RT|sd
z+gngvY{ZHKK3ZE`SU6iKjpdd0|Lx6TZMoCcpIQ>1m%j#kLs4MXD|NxZBXj=%ZUDHV
z@<scY>&>Q3*P3jM&CFOF_a)ZX*ExM&Si!88Dhy5+N;_Uo%iZ1GuSY4e8-gU6nJY1g
za`GS=G$|QiGUZnPdRq92LhT>+HE#v<f|18Jq)sk2uM%e@Dk>C$UUYIxKD=yV%2&w-
z3eVJ{wG@d~a+jrDlai&Ik`sj_za%8}?GB<~uQ2-wV25EkT$Za=8ZMTpG!jIFhZ|mP
zcG4MyM9M@Muu36uQi!iQIu+6h5W>Ob)LhT0f*=M5<Irg75;O8v)~~-cuN&^An-e1;
zZSVg_PrrQ%hlAMCE}gDxXLnY`f8Ld2X{G5TCZr>i#yYx5&KglZXxm8uQrcPPIx*A4
zDJcFS25oFAtct1KqTqCRz759DKX-V6sH=;D0;Z^#oRO2BzK>3mnI8eq$s?T}AK$>m
z*;AzxpThZd!O}vhw4l;)Nyp_uN3xJFvHof-wFPAkq2qL-<MwgvNKLo+c2(-2&;cL6
za4Rti_O@y8(MYRM^lrVfw^XUv{V>(+c%c-CJpx*twua54=EVvK?AN$tm|}Uo)wuYb
z32aU;RmW|WlZ7t<0Xa@)um}lwuElcOR}413zB9Rj`yC9@NbRSwTQPLv5fkf#Ugu0r
zc3V@ePDc_F5+$m+X+Rz(P$`W}P7aQbN8Fz+&jabhUEOFjj8r6(+V?NuPfLscG}{pd
zLL*v+t;JfH?H@@;^H814sXn*lY|q_sy9QP15b@&Kc6{yY`_76kEKFK_xo_O8WzGTQ
zKwNsdl^x3}B0jgXIrfq7QKlQS-6n5U=ff(_Fi<ag|DMd#-9pY6$(F16Znqv~8SV51
zzuk^A0O9I%xz4rHI=&zXOGzEqM`mFGf+ZspP4iHj>SJ)*{{4F<A4VnxY@<y`BxrwO
zW8=aFOAV&9v~*x#AZO9?!bYlHD1Wvg(y9C7<;-d$J3hX@HxT9-s0v^yoDRfJhZ96(
zWI(7Z_&)9Y(wx?6btD4=GNw>GhM<W_vq+bkg}cnu{u{!a@b1A1uF76>BanUqy4a7E
z9nrntZ7?tv>zSyrh~eSM#50pA2HTt*3tHSfo(rwYlu__#CtJK8I`(_oT@%@nk#XO1
zjd4ghIIt>J$A_YD!@|O9o4IVV&?w~WKi?ml`JVm%{&mKrRR<Hawzh6Wk+(56HfHpF
zd%}68kWE`K#R97gmZRY6J+~eu(rx)};=F$#IaQY<=$HkBI0+q1eA5^@pV!_g^<-IR
zN5SMWR$l(j%UNNIo8Zs=85*OVQ`c<%8P7i*9xUk`c2%|A?2-XehK7d6Yt7YklWk=+
zuj8Giw~(1UZnhwLZv}-JmG+-Tj1mT+O2q|?B93)`Iq77_Zd<f>f8@s2ah91nKRrp*
znjptWr{by913%kyaxP4)m!x$n;;MXZsOZ5_C;n}@^^}tXsfN_w71o+C%`8dl#22rU
zYce<WR!w!5y$Kdl7tjjK@G`UPYzuKZ!y*xe7!4N$_eP8%0SN>jkekbBj<W8O-0<z&
zH+QP~{$(}S6lUfNsCMqhvRg=Cml6+PaKdIOxo-9Rg13AF1wLXOD}>T)9#5f2#Cq0S
zK`D7!9HU_z<j5LgVnsgR$B`Sp%4LV>v~RaxedpH=_iu0M>G8krfn?MN`+LPOm{R?q
zZ3(n8OjIPTM$1I9H=wH8IGo!{`fe|jD!tt=>p4D*iw6CCf8ALzW0>s9_6BLrct2=7
zy}MCK8&4CsU$C|8Asx?&x}GyL)Ae5O^m}|fAJN6|xLr=X+@IMnFVz|ix4b{BeSw1$
z&Q(}Q6?Nxw)l*0;l`|x^{sWfnM^ESLdJMKV+&@<c0*}gYq9d8-FD)r4X{?P^Ehl4U
zj(ff8&gQx5sGnW7T2%ZK5CBmmn=WQ=Ut^N3TWtnZVcv&7MiW_lYtc&@F}IHD%}5~#
z{wd$wKYhM&q58flN~ydZleAp0uhfo@G>C;D6UvE+K_m11MFHCJPX8~h=t}L@xa(_s
zRvbh~XaxP~EWRY8v*qeyr=uzB)rK(OPu||&tvWw`f<vmeIa2|VYaOSfn%%0UWZAQ}
zmL9|Z68f7&T=T(Zqb<>(KjdcS2lCC^-E_U%l`b?gf%V0j`PaF5g99n`c2&6Ab!Rm1
zn_yO@Wa(9tD%S?hlXPq8ulRI@&+LhnTFt1qxZ^C-y#0KS>qe<Qes4F!73#GCi{)x)
z*w~}d_&ncOOc91-2%AZx_74y1eBV8rtXBd80|POxio%`bB_$0`<_a^ooQCGGzibz0
z`&!OHRZ_8C58>J^v<v}NujMe!3Jew*`Dne>$!4mRf~=ROx~E7ML^Rcp+@BvKb#MuE
zJ=CzUnQFc9D7S4e*5Z({;bE9UP*`!XStEOZbP}z>!C2zDqhh+p<$CMemEWfk&^MFZ
zJ9Vp%`jG`1BtvorTeo~3HzL0=1#meX=ClPEn^{RCYRlQ%GagN4LKYwwXlbUGxbPJe
z^yG<NpA>`c_vZ?)M@Sr7M8%5O^YY1lt;OwWM9j^Brn30Pfpt)-R8Xp3o^N$B8#l7E
zvr8}Z)yim>E8c5d)~z4?KEqoI{xg-uEG{KwWFnQt<K?6{6)12lW>fnkzey63lUa;M
zVm*g#5N{!agRf7^YYc;xDI2_7_ZKoVwT#_?s4wQag-p($Wwj&Uz@em}f!wa2<}d#Z
zeynT4UTh(USMpmu!^_&5_T=Pbkzb`kR;dsgY}4=a9p^PI&e2%@8Jq}s!*&=&0TK^9
zro>5PRh27~xLDC(%j!N19v&WJs!Y-_0PPBZyagJ9<C;zL${=}!)AaOovDtLiKRCy!
zmJ0H{8N^b>KDLa<k&q3xnBV?IxP95abJ1Mr=m%uxgSdnQ>^}f#G#m}!ODK7H`NQe#
zX?TW?pXuqi%X)r%P*6~B*Zs%{c$~4gb{(~|%T*;M+W;y`8aA8C$o=sP$r(r!&B#wj
z+Nq5tgYa@uOF>wwB7Qe|chA15Oh(U!&dRvoziY`NFzE~rCsO}|fnjkzR(LpH=?5ak
z!O?LyiepoMC=&bW<%QY(THm(&{efJEhlM4c-{(c0U^;^f?PoANR-O55UYk6+s_9aN
z1~Db2M2Rx>&eatIF)=aiFe)0_V2)6rNVDyRNVo6%z-+#FC7(AU&=Jh;n5d~}&~`sw
z$?k7q2vG8Jat1?^0ARWB;LB^j{S$1!9}?zVU-32n_DaJ>$mRZY5s%v$HdD^b;X@X2
zyh5`vT%}xf(X#?%nZxJ!(m)Dse;Apt%jr?qNe4VsYg(;x3IFW~Nd~`9TDIRu>RDBL
zG!P#nnPa%4o1JlyRk{o(y(7^&Vq!y^>KU)VYN>a6vH_T5B9kYX&+9=Mes?Vp*iFkd
zGx@F;sX6bHO&!PEy314mn_KnluIp%PgDI3Rnm1~$Z)~I|#A}ZJKhZv-ue<UXvWTeY
zV*9kN^#+{V=9lJ8YRQ|Ir$1}N*r`judX0OG+1cJiu*(g@T3?@@6ciMCQkaas@p-a#
zb#?vs-+!#n0ZmDS=5*FuNRR6zF0899ikJGNMp{8A3D{$la~O&sMPUn3s)G>62535r
zA~<RpjBk@-k)|Z322B~o%9M)K2_=b^c*;nel=$|_T)QQX1Ckd(@nfY!@-T^zmW4Qp
z!X~A%OsTTKyPU=F4~872Xr!os&n;jemQNS=_26$^)uuORuov?3&#1$rPmmOVcZPcV
z@atybY_S;)YH*>Q@)?fC2eu!RL3aWu)|9lg`@JxP*0)eLbOJLtPxor0rCYA)q|-D!
zuBnHh0vh5<&ZvewR%R*Y5!zAGa?*%9lcQ0paU!*J=_>YQVI3m!Sx>X>DND0AR^O-A
zm!0Apk_nnfe}6~@z6YfG<}fvU%p=`WihKpimd}sZO8(f!eHb9@EH{=x1%<r>VRI0t
zX4#UmxhBS^!gdQzP1m%eP@@^60zVvun9bm)<3K6GQU-9MFT~?c7?js;cg68q6mL53
zUmlT;(sHb>7oT=7&ZCm+v9hMJT6o&_PLIRO18IQU$yl7?EW;~YX#xd<az*?h`~_kC
zB_--@14n<(S{L*w`)?K$17D{~e%LK&5u8PNBA5o66zO^(HiDuwONTTrA|nFftB|VP
zxxIEz_QPT#km-@=UEgTN7eZeAVF<S8<poT7euA^@gM&R>ZP_*UR*(rOtaY{36g5Sv
z!lRK(q%nRzBQNBYGdLv@1#JgBKu`r!WzfZDxc_@FxGDRhZ3GKZ3)q6?*8H*GjMa>N
z9sS=>d4onB;!k#0g6Xq#U>{(~d-%W_>wNxB*M>AjP9)~~0&NG}{j9Rtnme|0AEu&|
zj>V5ZgOjMS<?gP2jLbxnNEmi3>R{jEj@IBe5CD#2jwAGw<n^ra6LB(g;d2rUa>eWF
zwp`2OD-rfr_QV||E#${I#NNcA*U>rU@@fIR0SeTbE`E6B4viM$4Pp!L^l;?Jxa<=}
zkc}?S{sNx~I946c<bN-1?5xfMHBv?yrkkw`F$xn@6EwS4)qJC16sVN{MX*ZrV%JzZ
zSKH3ze)O++7y>y0&NA!QdvRc`@thBm)UwQ4e|6mQ!i~X?FiaN<y4{$0fP2Pw4K-@x
zYu~utQOxkgf;EGAzCM!wVM#%mMiK51hP{L9UmIL2dITnS^@`03BcKLauQf%TpIeJX
z<AtTCrxy}Eq_J70aJx`fcfC*pWy1S*ltQ%)am|oX0=2W#t6$*5z|P8AT0<0D+$lOP
zC4FSHBc2qCG#-dCPY3R!@hKx#T-+`RG<(JN?UQq=!T3zx8|R0C{!vIbakq864dC~c
zBdBOFq$c_zHBx5N{~kwqjv<(U9zwc8flPopfWm~))l}3pk^zDUh?p+=F86l#y}jKZ
zEpD9r^!!gPPumygHepV$K%$)ON{cT?w{VX+W-+7o|3W@mwW>B5jU)TH@ZAe|0hoiu
zQ=@;t1t_66k6V5uLHa<vb=(Z${<YOlvbZ<JzfknmKai4;h%J*}ydWX9+;RS}*j3tn
zX1h>(FgvGU;+Tz-!aDyd6D0rN#(SHS(tzxLEl}H6hcVR=48YyA@U&`S-e)Yx0UL%c
zaYk)wFr?3}j(O4mT{-wA`B<8A2}`Mfp{`&a;}njr8|x%|gmNl&?mhA#0e6fkrEpL%
ze#KaWwL)gg$;EzfaTY_KLLR6A&UYsvz~^`2=y98KZ=dZ(WS3_jxFJ)-Xf7uk8=p(+
zAlCVPJevU>s~_lx{y>)mNQr}@blcs5Ff^cvE&23H)uy(zaC(`q|H+`iKq@am$y1^r
zDw1!G6LK9gW)I^tdkk&mISLQO_!=Mzdmt?}d-Tq~J6lbNVTD|Q;b;0rCH0r=fnB8t
ze@-{3KLin%9GGGBpYdy~fgkF5?FPd!h-qnMT3T8{Ki*#>Hrm|)oT=3;2XG!?QMer8
zH8qSo2M3EKwTRGxGv=&@0L9QqP)&rlggVK+O1#$m!<Bs^)yPh|Dl(xDed(<+1W}wl
zRwGWbMx3!(Y;)|mD!-L~-;+0!@4_Z8Qictv^kJ=Z%S1eFKUi^o6}gF7o<Oe@78V{m
zb9>`ZhS}Ac;!o!0<oqno@(jP~dW~*qU<KRV+gqtIfaK0Z0&vx)&!bNIYK<u(0s(@9
z13UhZDIS+!kf;~tjmoZ?JEzCB;51AM9!IKBCd_E=msC|*LtEl^e)CqO6__Hz96Q1J
z*Ox};z;i5JcmI@>Z_vn9-Mh=DliURVW90tM&c5VGOGOn%rBoD~o*t2$jP(y_dp%yd
z=$3=TO##f7<nwR+j2|Ki1+wDe;w<^TRF0;yT)#igh%Nb)|5nWCjo;!M?T&d*hrNPb
zT5k&hO4)&^P%8Tm=U?VXGIqcX&Ei)q6RoKt)~Qvf_a08BhsDI$+1o7at{2Os&iyxk
zR#ezv;(EC*DI*g(iO19Pi!h+MnUrlt6-Bt_VOuln<%5b931=x<Ydo-%U_gj0d2XzM
zjuk1*bh1DTvdKKQ({vIClU{oSS>R1!FRjtQ;Zj3GgBJi8=bN3lKfjWQ)tFAEkw^S$
z3~HMAMd&L53>!f3*~Hm2=FUs5GA93Oj}!xD6asG)?Nter#?6wWTpQ%t=VQ~N`_!TI
z{LO^BDidQ(FfEP|-DX>SdH!coV3I2E`}~OF9tNI4K6?tF4*#?`kbF;klF#PP{CvOi
zQ?vf2F0XYsll!9s;1444d6EE3T<3mc_;yN#RVnS8qt`82P$07#!9aS%Z~aXs8)<Jy
za`^EwI0J8ueRBrer2wN)gBp)7llRL5f~_is5zyqDKVMxxBt8QfF5d#$JsWbXahWfo
z%Vm9gk`U`SY*q&%v02pHUFiT05a7ljw@*$iep^-}MmWh!OP3#xWcxg<K*#T=hqE=9
z0G$|M9Srk_JG6ZTVbwdnVbTZHFuFfzjJDcsP)k0Unn*@fHrxG@%gp&r7>7t4w0(8n
z{rvE^`CN8uTrbt{w@RAIo(H`p*6!P0OY?B&`tlt=cblvA^(u6{zm`CIqLN4Plf{@k
z!WRNV{CpGRw9!R!0sV346++)9BIv+ev19LzHkW%$S&fYL6>D-Hp0&DFfT)_MJX%vf
zFQik#2n08si0z|`z>?Nv8jFbEr&7w1#(KJyc7HN>+WOQ#|06w|K0dl0U%}Us#1QQ#
zWT{AP8*Phl${YH5cIW4Oe<Fo7P2a-R1|C~HNy5bOduz^jZ-p@1WE1&L-F^c?x8(y$
zd8`df{_vACTY%+rKlzuhfx?lHnrRJyAp_4>>Wf$RfJrnyMV-aQ>E-W<Og4Y#k`+*#
z8x=7slVcXuX{X*#inEJ=?T*CdKnfP_oyz3#xM*BXbD3Q=M_grw$C8R-<9|n|S7Sqh
z3sB70fA?(p@Z|JBO<SW8f$ile?lw5FlMWNW`d5`7hc?GAW}BUSM(*$FZKE&Q)BKP=
zC_GkqldiO;cC)e2{OGf$FP|d89@EYU^|D{mnjg9bwemOP@Y^FJC&<cF+41>2l{@aH
zcnpDIaQ9EGQB>7Z*;s`}y@-NBtU{@B-`19%h=_=KG#NR0xKJQ;nC(VenD6^b7(jlr
zTSXQrXnakM{T`%AH!#ky{JuV!9t=igI)T!+q7hnGR}^K!o<2CG#3Oq3=mn2SRP}s~
zQ_E#gKZET&+2r@QvXM8hl{v887#KWiUFJHW&m1ae=Yrbo>srp3J~>J7L#(LKoB^Y(
zGIgxGc(9d0x1(h!-g0eu=^KY_24iZ_H)fI0V{;<s`zMV`RaklX(cT#RwFU>&DT>hF
zxMFa?zo+Nc`9$?hQO>o#Vde(h06*7X$;Nkq;x}6Lpg-wN%hY=#BY$vKTGz60ZXvar
zZ5x$k7XdQq_GUN^+RK}llWXyv7YnQ9QMZ)3vG$A~fZ<7R9YGwvet`fOYT9Uza`?Sh
zq500m>&)r)*phDM>mKrD7VX;p7EFI_)W+HIY@jE{Ulmun2t%JyA`MGJ12m>8hqQn6
zLkJulL&$+CAwkfiHDMg!i!+V7{_v>e#-d;1;T2#tia`<(fQo*`#4JSiY!Pz1B{lU3
zwyGKPh`hf)ZryFTZT(J79qsVAqlF0%4?pFqG%1nw-9Dbp?|8jzPe@A21C^?G`}zb%
z|2?bT8Nw}8_x!>8LizS&w3qSPTM;O;$(&jrZ051^g5_>{%)(iE_WZX6ViV^cbGAHB
z1Ft)U!_E_p=)W~NDMC^;X~<AlQN`a2&tyyh_mni2s|4C!=Nhfm%bM8UAyQfJ@bGWv
zX=#<z`h^6NW^B}SoPi78-;WX-JxNZMrW*i(3YhM0xBH+@)XAcwQE=cC6=ynm28N_w
zmJ}5o2}ju@R{=SLgM$Md4yvjuS!x~<0>b^W^(f6-NNXJVpEfc_a@BT5KQ=aI@8ndz
zT=eD*`^6&Tz0*?&1bUzTDt!I0+3aySd=z@|ZG4O6qo`eP<Iw;yfG<!3NLS2Djgf>+
zB>-e*ObJYO+kPa=4ky+^98F7m&iZ|PfkE!u>5t9wJ#jypLiq|lJ8M5L3y_|b*D(JH
z4o4^BwKSqYz`+xdK!TKrxHMkuC1rvp(+hpR`%GSJXpO;KZV|rR2d1Pv6nkyRDXLjE
z%A_#*>vnqT+(2mw`)&hVml;s3oR4R66%X2<pJ$5Y?=Fx2O<<`ni^@$IfBNDBv-cBm
z^=enF-yO5?-bitg?DUtSH6ky$aiRi4z8a8d8e6B5+kf!BT?hWfxK7q9Nad2)iS>Qo
z?s_F9YrEViTya2?nyCyBCh~#5en>JsNmf#a6_1u66oEmKc&zhm{F}SIPs;T~z*ivr
zdq&};e|SwR?SKY-t~odW;sjR$gqpz(_4$G&BGz>7qkB-IR;_E}alK~Oz3AQt6oEA7
z-lSN<Z)}$6`C?Iq0DcCh_0TS#v*m0`%2-`5H7Q`y+T(~hvfj~X+U!hRGfGp9v@hf=
z%~a=eWg}sa{8#*2sdmX*&%CXOm=w!`UQcN(LXhGhyALp19yGtPN>CS=!%Jo8>VgpJ
zPrX`OzI}XXy)6BX{l0OP#W#1}O^=87omboORHa{#nJ(aEdJM~uPTfgyM)MYObad4F
zeo-w+^``@(`HiWuacm}E7M)f>m;{-uN-wYD2W+!-2b5VO%WKg^zW8uRu$OgjlmUmM
z-nx&q)Sm$xMYSpoA}1(x^qvsJIoInPbVx!zoWrTaaPqQ|?j{djUec)OaW6VtggKe+
z9KjbISbGP9J9&XxkJkrjLesk=$O|>!92LWI=Zx4`l;5$j`W|lpeG_)M(XQqt_xbTI
z>h0Z8DT5*m%Vavi2`=pYVsTe}Gv2BfbYzv4H~s1(;wss6A8AE?Bt0D=-XuT_Hx7Sc
zGqyN78ZXRy8;U|tFU-ja%VZFMqSXYesB3FCuE}>nhEZopK~59|3kQdKwp3X^s?Otj
zj`IHch?SL<)wj5)0<cC3-glE6F8o_@aL>R#G6CEV0FX4w?+95;BUSiC&dCITS|pH;
zoAk_fuV%aA4i6asU30N%lf)|GH8<NxLKyklvuUdBlfjS3(D`4s4|yRf|6@i0`_Yx1
z-MH~8xXZo5{q5~8AaUdaV6SA+lHGQF#HM*;2%v^TLqkjMJjVd_1@ihZ-EQg6rso-5
zIkv8fFPJ&gv%l2Qrl5G4=1Ou`3{(0LBcu6u9`Y-5jA)%9B=g4Wx4Svw-OCNo@ZWu7
z_Z=vJ;$`%HvIkg9_v74O3Y6#wg#7D{)<ByI`t>V+*8Cfzz93s>%0HzCAQahcRz=+1
zIX_%Fl0p!$`|#b?g`AyPb=qA`X7fZ_+S+b`y;-zNY3vqmV1M=}`cY6b5r!tqbEQ7T
zwDX)++;X{hCQ{n9z&<qE;QMfeMa-)WD=to?>#ay_lw`qv!9*LMoJ;`$0WolUFfOX9
znlv&#jwTFyGb>K`k5sO;TBdh6oWQPiJdoPi-6aP2PMV-t9Ah3Xt}uX44iAJuR)sfO
z4jwf|)dMJFdskOXfXpks=VGH)2A9j`mvwZkGpR*QBS_L{w8Q|^!LoaGWo2|=eQoCM
zs}c?;*6XF~vFj}mba>mZ@As<@mYmf{gnP<Vt_RRS1Q#4zg3Y!MO{b^A<%xBUn&HRC
zriFz~BFKw*dBgz$0W)X!=Bzj$uUns}1O&QQT$o26`|<L14trvGd3m&*&**T$i-wmE
zd8JHll|tiBlY2}lh>nzpj*gB1?<kFtcybb(`lYoM#3W>KQt0Sj2wK(FVNe0No|0l5
zi-<|t6@0vFnW_JPP2oV^^o0MoL6#&~ND~!djv@h49^RY^3GXNLTp4aeqgP2=d%M%|
z43U(S)SosN8l@tco#rjye5>Uumn<WPOJH!?0}zz#>4}+@WjtZY{_|0`*;bbi;^DBG
zvP4&5t;&Lv+th*il%nr@x86T^TXkZSJqLQa;3y?q?DDZcj#bWpjGIS7`qwW@O9qF<
zUw*W=XulYx%P6RlpXBTxN{Q0FKK2*M&iTel{SuD~(6USPU46Y*TdeKALjtBWJ+CU$
z|HE8=v3gWcp-#jU-z=6Ve7IN}K3y#L095lcUI4uR5Ei!7DYc;n=sU0{K<E3X&%Zug
zSj`Xw=H3vcBL3pIzR8Wz@LPLfUrTum=X8;x?pvw-;dq+p*C7;GKu^KvrCTObA@5&F
z6co#<{PCs)a$akMU#dzBswD7MKz#zlwN)FoFpkYwyw|bBI-_O|oTx?9xu&5dK4pes
zYj!QmkkdX#=ao7W07phE=8NqB#D<5k5{)uI%*6s~C_uHk1NMSaO&u*P42&qJOA7jo
z?OFU7=Eg_mqQ6;l*IzDzD`+jqI}HMrJ&t#YCv&!Zam6BIO<9(z%9JS!>h5P0TF&T8
zS^20WPZR1~E78w<pA1TMREI;>5HzCzp$j3!EbBMiZ)0PeFgmZ2DnQ-<6#X`rvk-vO
z-}?OE=zhC}2bdMh&LfSCSF7qyF;!K}Ur6|6m`-;8*6mNL6NRX#DDTJ9UIw>I_{CcD
z@>=q&zB%WnEpvLx?IL=cyX(%z>=pZ1H2bt&w`Bc1ofauk$(n6ovR+b9`T19zlO;r5
z4^hkH`;XTe^RM0?tqbhstv(!+heMB&tT;QlzjCb9EUd9p$@Rwx$~-%>h6%hP0V!zb
z@K8)!8xNSp_S3AYN<Rn2{-##xv}-n|%iCa-F)=YMX0ZU=2{ete*+dEvkU{?jq=A$9
z;&OakCPR@x*OvB23~=zhffk3w=4t-diQ9|=uVnZ^;@~H~`^TYm%{9|$0-_Mac<wmo
zGxC9O3}JNiKWk-a`-gB2!}!9K=)xWEO(;=5HUwP61A8&>v&AteQiUiuQ7A$}!ZO+P
zA|TMlQRhv_-#4Gv3ZqYzDYI-J)jd8A+jY*_X1gt%X`6`B*veF#%oN+sdsRgc$gmMy
zGve)M@e$|E2#E`!Je9=Ps_K^T6&};I1*G=)1k%Q2h|wFL`$QCSrT(K8w0Ox-VCSrT
z-|t_twX|sm(BxrrL6TG6W9USxm8gc#jzou(Xnk9HFFEcnCuv7%lfurYqyrPF?5&8Y
z(hbSHk4rL9yl%h+h=RkD99!CShq}q<wo0|dZ-PDssl#0!2n=Qny7-EIZ)KB)tbOIx
zQbaLwncL$G2D<}IxpF1SeP`9u-QCv#q+^TqW|K#WiM=zqpzuRL!xH$^U~#!AOx~X4
z*crqs?6@z>bD)ruNab}~H)!_)Tq*{%Q+(9a;Uy)M>4?fIzWRV1LPss2upDr@+0bb%
z(3%MhJQY5N^~D7et2=&gM0BY1>iVC`{fF0c(jcD7Ql&z#(zIpj|0dGN4mLh-ev#H|
z;Z9A(1@(lXfexp8{6T>TKeK(~s<@m>ChY(vYp~`)EntaU0BmmnhH$~xdLcwHZ@7%0
z&)D{0C+rY~kRd2J8HI>Q`0XLRv$ECk<3$>-ReQ7Hy&t)-W^yPhs$EX;Hz@_9eotY|
z!bLN@!~6YGqgs*beof>>DRBEhAOGJP$jb6Ujf_=1;m_56=I)Hw;H&uVBLTPf;`jUS
z@251S^N+w1u}3B+cha>vQuBPXSs|Y65rP|@$b^sKCC0ZxARwr*%`A}aGJ=W3CSl8b
z8WylN1#CxrHSUeWgnk(=XG^uN7n(BUXn=IW<>BG+&@gGafSKgsFdgyta-n^&ooXcm
z08l9}Pd7DAX0P_=i6SBr9?yvdMN*D1$ozjA&b0kHl~e8?)<6d~LjDUvoroksJ*59Z
z*JB5+M7DJFHchDfGCBO%ixF^qx;6lY-~Kw2abTDr0Qi*}KAUnC-|v7`0g#JWtp6}_
zyPOW>iS3i>U9Nvly`=L|dHwNxTzX)$5^xl8bavaMvWV8JP&4QF4_fMl9Xb%5WO|~b
zp}Um#xj<R)en|_oqxyrZ-!-R4|GP%<p0x*;g(u&MC*KMNhBo835w>rXtT<HcIJ0S!
z3F(t;Q*I#2YlZR~<?@r`Z9xigap8>2lha+{NU<M;92^}u<>N&2hc%pTfU7D&iVQ9o
zBCz*oceh`?reR|ckXFSM+?mleH8o-@&K~Nfd%vTeEZ)9hu~pr0n8M4Db9yR|-AYKu
z|JBaOC}4i$_bHf&9ZGsWI_eMl0%DpOCTtcMMv6nj5}s>0S$_t7P91VSenBgMTbUL}
zhHE~jL?~iO<y6)j+bS%?qo+GaQI*b9m9{NB#ox|To?96W0}~hL=H^DdJdbP+gv_GG
zz)6HND@26}hDa3l*MLP3&S6QXVoIfC#^KUa6jBw1;<>$*SUO?U%~%m{YhmnLOHc3U
zY#kkjk@fQ4&@NP#4qmWq{3lk*q%sG~WpeM#M9RAWqgGH*P>tOde-O&L$5AE%E_+39
zWO^BkTl~tvVSailI?tEJI$s;;^w?wyHqd69N*O90)$a!$9%(t9>g0!1nYjMeBLcu;
zv#JDE&g@pTFz_@?NJcjFAW?`0Y~233k9R@0j*?>e&dqRPW$+K?XK2Wq;NUlH<pGA^
zU_5%7e#-wWg9FT?LO9jbY;PaPLHR^|E2)fFSl$bk<@c=YX_KUh$xb;1L7jtx-f9Xx
zUa6@q<;v^xwInQ%kSA)Q>rzEFhBvl=GeoQqbOV6TTfpk31n6zadcG_B@T;1>Ik!+%
z3Y6E6kHrOZTuaa1k`*;^8&vJ1)RVhiSy9?Q>!F1uAT-94r6V#;S=Q|X7m93-6(l3a
zhmSy)t#TB>>JR6?omBy5rbsq^?A8hmp4&+*&A;m|n)Gy0xAb(K#t#~b?bCC<NRqI|
zZOiANX)zEbU{8}yi$Po8%$NT)B7zArcWO%e=w!6vCm3`~JKE7<h?3C(Y86-`NHVgV
zhN-G*-A~bvSF+q>{`szAddk#B6|?!}<rZX4>0?5%Wm@YVUPhPokDR{upPQS5ML=kv
zOr=7HYjZvkwzRbDWV!mE^0}m}tO-ED{#?*vtg7lbjG#=!UUyw1vx)n$^2?si?ZCNt
z9wCGGdd#kZ$n`4eb{rrPODHYAUS)ZmVhuRDCf(M+ASJ*#^1n!=r5+th$-UjCo@&|o
zS63HA&1Id;2))>sJ6~dBPr{EX?;b+yc^lxbSrW+>@6F#GJ^y|4Km}w}Wop}-o1L8!
zN-+<w`9iKOPHPd4s1Q*DgANp&v2G_vcPg@Aa2TX(nPhreIK;u)FhXu%3r+71C)pl2
zC>GXmu=%|?mvz190KWow4$!-4HR^%@KiR7Dy5IYm9`DTn8m)Rw53{RI3BVFmd3Im=
z7z|>49_+E2iUOXbt?CC(V&VY6jF~%Y#LWX!>+|XgHimfc)O|2LADC@=dp#P}B~~vX
zlQ4JI^@;?I5F2hU7Gv8Ht3rl^#OPF1kO?@w=7_gHKip29p6@`GTks4L@PQZDg{Tk^
zWz*{n^J7gM!mzvW@ETcJQx6@y8HrNlFV8osBL9(eblBS-Fxeyu_Zs{8T|V6HO*XLV
z%19ch`SPzB8m0d=V6~VdC0D70=#uau_EY0=VH>I12Q-a;Y#gGTIgKJPJXQYVe}Td3
z7AWBAzSZj$qAJheIfMH!WgnGYe0OwY7-TZh^|?mNCk3gV(^;Sv<8jPVN5}I&MLZ8>
zk@)b0zLY)^0JyUF49A#*5kxCYU8D8)UrKM)N+pDc`{sT9odb_w2IRqYB`OxjXAGM?
zG{CsD+`I_9yChL63;v6N-&Pkob`*kubLax~Jp*%cjZ2_4SpMt?Br<PLI0ntNg>fL<
zeF9Z-!+0`-p4{T_(tz$Qq{?#8G)7jx=!Gzc9`1b~ueUmNk)%|>^BrJ2N^kz7hJ{7}
zMAO|gSyVzCs(Pm;b+Mf_VQ-UMp%X`XVa6j(SgTeT%fZ0}fC{hR;JzJSPF1yV+CJRW
zu0oXXo$OssWo>q1`yQik;BgNC-+r+ju+oI>ovma3przWGjzh%+65@!w3#)+~ElktK
zN!E^e7Du+eE*Nl|N&yCtY2G`8$91O|lZW@4VZwUDK{(ZFU0GveQec|apGaW>T)gYM
zkB&}G8r{BpT20oa9R3Ff$$CYArS2crHW^Q18>_M`cUp310w%q5o3*CjnVFM-NyWj*
zX%8?0f&tV?2oR*Vr{&eVJ3GA;+1`$Wdu$?$-D&_C&rdIVoUoxD6x%SH?W=kE-FX{K
zSrWVvhn^k;w{<uP`eu5eSt@mBSyqLB5R~ngbh{x--afTHDSTc1*IAd-D=8WY>8)8D
z+4gKESBLYy%-O-!)a`0h`}1*&7qHIAcX}>*#lT2OrKBeeZ0;JO3r33df4ZD57$0So
zEY4L!t)1f^FIQ{8k2KlFcKUt#vRnV@0h|(P#>tCL;9BW#f{QhgvKd|)*Z>m6K;*j#
zD(G=1qdUgg-SjFvPYr}AJWrR5FK~Zb6h4^fWM(xgPW4J19e|{eyH>HKkAZ@!C8b4Z
zhF;BTGy%G-1{(J0anOHV9rph1XA-dP{9LJON=jiaE(d<KwFq~&eVwU($w1YIr2F%o
zXEi*}bICHca{0{Tx);Xds`K&M(y+1BbF;%E2?nreEBhcU#lJOTEt+0()9^e_$WUQs
zC6Jov01mtRDjh5maVd*<WPZxTErI8Pi(zY706H{6jE*J~G&81p@)@C_a_Z<#snym-
zUd`kV+SI@_KfN$-E+<n=XBbpeGgKu9GxCp2>?bZLCj|xH$k;QU(#V`GlqlP<W6WzJ
z*45Y5aeCa6?hWZsx3H$lyaDlRz25RWAt8Z#TBTi;%H6`UTUkpf{S8dwrg(i_TUyuG
zC(5wg7mb#Zp(e{ozyZRxRW$tlazm?mp`y{jIib#!|4Fc{;(W2(WXOh2nfne{Tk7?s
z^IEtBoTx}yiSNt$+s*tw#~O{HyVToyI_+~lpT4?0ZqZ~rJ4x>XSeVQ_RACza{<N@P
zYV(61dI6a%Fd*Qc9k%Hz_ZLB)-B#DX`gosJuG?a7P!Cgu2(<Zsj&mTsGkSUixdCQU
zALhEOy8i9f+mJ_-2-A1_=Yj|~C9La3Tp5`bVAe~{cs1Fo(}b%>DLA>$pktsAEhcHt
z3&@Djq$nguJHQGq{|~g%Q7#pHC2A9|PeDP<hLfkQorX13;(Y1%K~*TaR12o6!THz8
zfT$Y_D_&byu1z;)$$CgKw@0b6s5l+>eSN*9-Dp^>@HsVj+kZerE;;$mE1Q2n$0Qp6
z`}$z8I0WRsRubXF@uin<IL4{6m}0!$wXy#He_VV#ys~EnFf}!`x3@Q(^KOIt@41x+
zFo3&G3}Ao$IiPw2pazDA0lW!-w<Nu+nC3eS(?mSZ@4;fgls{~Xyf}DP6_4Z4(1S4Q
z&2(m<=fDK?X)XYbeW}E>!N{d1Y)p%ej&?6yY|&fbQlvtM%^5HzF3$@P2#?_MyMY7~
z1RrQ^a|G_n$lC||;9{diI92NCV_6RcTVv1Ozqe<2Wu;<#Y&S(ULNhm~IvsZw2eH4i
z!(OR$CVg@r2LS*+Mqak`)1(wmUcZn!&@shgJPU9!vw4P_*0r04hjbI8JLC9mZ9CF`
z3$>00MM#OB4kACfC@OL`2nO3&4FLLGdc<O8JMhqecW`ui8m4D@ItHM1#MWE~;mdv@
zNk;Qg!*xB2%>~qAu{)o)Vqlz)Odp+f@Va85$C|O`K^W@joSa=w0WGS{iZ!UcWoB@+
zRPuRERE&h8Q4@7+?2nf6fEyH4#ni-rQsFMYpI;Ud5_v<HA+4RAMQ>Y8&8lHpul3>k
zgbZe3fr2G7Q|=F#&CpQ&lw`H2KlUn8QDXdjep$`)^VmSI(enJOuT1AL5DX1zS5$QC
zY|q%NOUCrj7TWRj$)%(#SCNieJT?v<Y8j!^l_t69?Go#_frf@=#cTIJgfxwRLYfX1
zT~mi0-Lrof8U?e{p-h(dtt1>ATne9;YyJ=iJPTACO=xR24~0sKm`G3a*6MQY8d&A%
zfS;4oN^IsNG89ybzt#FiDhB!hV1L)%+cCfx6qIjF^Cuuc_<OCdDF`ME8=aVVa|Ms(
zF2E9xTvz8_qC~M79@>-NR1+mkG`TsQ)i|-s^4D{Sg7n(Wf@&TDLLCoBs#wgFwzYJT
z7YBU+^5bLO=Z(_{74?afJ8d)>Bf&d1F<1!pV`Yx0MO9*7l*0Ek&q<(kakoIBftm{{
z71Q}rAO9KrCorh7c}@UlCx&7OV|uN7GK>%VHwf$ceZ(^lW*b2Y-(Aif9DcVwHjoTw
zmCfJSia`^ankbsHI%XDAl#`IOPA)gkBHc;>l<7cQ>({fxp?aORn#0|5FE<0CY{1Fd
z&TRlVs@DSpI6<0Ye}eu)@5z3DVbhwNk*zfKvZh5QCue@&mmGS2(F8qFPnfC}6+2~j
z`$fFTYV!CZA-R_*lj>yDW-nNt6wT(8-G10!tuotyM>q+%Uw;Qqs8Dcmtq^|&i`7nb
zbPZNcBn13)bmRgk=%g0ofOQ6~mN}phnbt()DRfA$$2d+Ivc8_oWY|+GXblzHlP^LE
z^hC*n%aIuV3lhSel`+<y=XAcMOqus9-h{iJ-X))J1`!PMtxmNrLc6!l-frZ(wmswW
z`#Z-DJ^guT1j#iVezj()v4uP5=hW!VT?QUOE9Vpz7niZJ@^uie6-)v0zC=`r5>~mm
zd}6YeFk9ltD)YlXDIPc?0GMsR@wzio<C^RL0c7^LfLn;4MZZjRJ-_(ANTPyS>ASSi
zDHyQdiCI!t7Zl|wQhTt`Mv6m1YN>$BsYQisy*wNwk%+fEJ~<%WU&Z(>S~m0u{&#Jz
z|NW90!^`t=XkO|8hKGk`b@<o6Xd-1qiAU*3Od6Wp+#Jvyj3`N-pByY)op}FnWj?Wx
zSKs_fofwYIVyX>jNkC5~dp?*Wu4tA<t21%E2pEho7)AXy8?@p}W8&w)q=behNzHIH
zI+dA9hzj!3ZpYXzP`=fWLGbx_i5MM@xdYZKx$6N2`t}OfRzDdu+B70j&h;Qg@CCuR
zZ#Mr;2h^7Yk0n7#W8^}Y%B9Bgo1XqnSwS#$R3uH;Plc|i34``39DoS7fU9U8a4pcZ
z=>s%HNx@tzhv%X12QTmS&xX*Kbtm?Qi3eCBcLtXDVfpN$=5$<`*Ly3pQg3iMIq%I*
z9ug$Ne-jN0eTd|3fB*CFdh7bhfl2)7Of5hEf1KRRdka+m@LOXIV@N~33#QeKZ2nG1
zZ%=Q;q$54@_{bkZY0&9a_vaMgJw0Bjr+|b(YOuZl4q13B!(m)TM`_!q^QetYJnhHR
z#Gf{@kQ2G@?@O9ekTJ0^#_Fx9-%Q%u*;U<KZzuN&k9U0{5XfXTbI=$XS~C{`5d$Q=
zUs3|&)N-;1yDpYx1kjDE?{0sV(;(JW>Zi6c=yk0}oBqif!+R8?dU${AzCK8f`<9ZO
zeGygvm7M6Qdq9LeQ(!ve*qopwPklM*_~3A;TICcQDJk*m-l^vxe91i%2W2Q~{_o)2
zT*|f7v3#~;)xlObd;6YZ?Dr%S>xjWtj;67CvQk;CLx2+B1Kfg8`T(B{G_Uzet^Swu
zD0+Qr%2?L<;i!1@Z)=phyOBP7&v)KSoji{XHP8`kCkLlvs};0=O<Clm$o!I%=7xv1
z_yOLauH$QUdD4Kop-6UaF>yJ>k7)28{@_ObU+b45OV@)K;ZSlEs1>+r6x%2jUrQXW
zU3yCE(WZ!|IH9<56?C3|B_;<#0$Go@Y>9okqj=^-?MO4Sl`4Pvpxst^9HJDPA+{P<
zlI?MbokXuArE~F+wrV=Pw8{+lluZEL6R?xSCnhdZ4kIb#(3r0qo?2B)$}$3H*g*ZK
z>?1H58WrPHhx5nB>=%E8(pqtYx7{_c9jdDEsA!BpxZTBVD8f1N%Stb9RE58!XUQ#R
zvljAr%KKC7Dn5)cO86E_v{fi|5-9P|DbeAAB=wilnG#bO4{^VSNZ*r6MWHTps;$4a
z@A1vyUg35qda>IHwWUYEV<A9GE28~mgum?`r*Lv1_u#qhLAYFQQTnY!#Pf(Lrc(;;
z1UM!&4+5H&l1hz%b6UJF$N5oB<%%qi3(BP@L-o^5;Yb3LWUU<;6!O`Jzkh;ByS+Ba
ztc!Lg_ZJp&QlcMEn7%Y9QvDhKDxAYtMfTb59qvn&cl=0<aD)g}(z$5fW@UeN5wayB
zkntna;q*Mn=qE|EZ*&Q-GGYjJFiMJ)?D72HW014Cyg3!0veXC1vvJj!NUrKO&t~$^
zUy#?Wqs5Z-FF+yNiiilCGe;4QZRU&Fe;zfDv2r-O5Nmd8pEVGM$$(hRR<av~Uh#T3
zFP-IBou7~Iqdrq;%&l7Z(xmFer)4z`26)PR0dt+M@AH9JcD!Dee5e|vCoNz>SuA#4
zl9=ZBCNX;=F@FYbuS^N+;z}-+Z^8Isg&9y97WTx&T}MltM>f&OWoyayb!rNLGW7*N
z9&CR^^d*x_1nhPWW_&USu5T2Vjw}S`Lp*j}KJlGKd+F(E8|gS8*tbo1q=V7r4E~ow
zP2cT^UyUfPApTS9zm_Qb9FonS9BmDba9woYkLsOK$tiYl&cy!E7`P+cwsBTLDCoZF
zgbC+X)X7U0)RTM<9aVHV{`i6Z4hmX^Wys?X?K27$2WAZuD;&$%%&aWiQXvpK@o4^}
z#W-MOsR2|ka^Nsh36^}}TTgDnj{>VX>~6WT*m6Z7z{p}U)NzN@a9vT;XKlJHnp?#e
z9Guamj_1g=Y01Xn;Z;vc8(HOIOyQjs-_IZ_dVaFezJhPBNzw@%CDhgohk$i+ZSu7B
zlGY#Lh`o2f)Uc|f6wrzG6yzSlKvs`V)?NqWbaSX@<NK*rpf~<A-*o$ND3kl!A4G+U
zoMTZkxWsV7#BdT*3;|l^o4pvZ0%S-i0s=^d^3JtFU@C)N`FGIepQSF;>)$b#gYo3}
z%uLxB0zP*@@ufp-SgzKazMB@9o-360*a^m>q@>INt|<rL$O~=)XSG!NLXrn?MhutF
z6!^I9I>Dm9>3w}WF2~E=4>&;~eIzlgFRN-&ZF0kFCnw&XAH1#5kW4s;99~{`j^>m)
zI@++Vj>0ZX2o9j~gU4M%{;{#V;cUNuC@w<yhm~{tGcm=lUIGF(>4!B=U_sPVv!Z{p
zFJ}%bn1A=t;653jXHrYKX`hcNX;f@Mx|DVpog&vR-FcKYnr{EQ+5T54WfI+6Pw)^1
zyXD@6<f-&KIucwDEk2ftU)sn!QS$oaN(-X%;Aa;Sr4Bl*fe0+xd{OFC_a_TDc@X1l
z>AZ4AW;?5-Z%+YRuB>${^h%mJBDL(9bu8jcr4|PQG$bIB9|7l|D7d-XHjm1MUc>>e
z7YzkvW*^sz_F*mw{N&>_s@2RyvNXo7OQZ9oENW!oOd}z#?<Jy*9>8|)Gh5x8Z+H4;
zW@0Z-*UI*c(n?Ai-j{e?z${)b^|`<tA7%#+r@k&6heRjIz`=1FDdx*SZD_#vXf~HR
zlew5Hy_73Gn>)Rr^jpK9XzOR~OlavuPzefbz2HfO$U$CT?=<+ZTy%>_%QntgxE3J?
z9*^$xnINpt)Daiyq-3AAExEZXO0PVOT6<IV)iDjhaN5%bOjnl&Ub=f^#SenNFS%-!
z4o@9+w<DQxf-~#i+q(WNk`sNi$xDKK*Q^q9?S_1}zgm02F^2i?zZyUW0F)bXNy#tc
zNpwa)ozCEN2#CHX#Z))F1dLs_j&2u4`tmlZjz(O7$@<bd6<Hu5qYV-BM;QnJKmZMa
zSzNH42fC3`{|2zH>FE5kCCdMXm#*0nc(ZB8;%vfRtU}f9(P?orb|){~smbaHT`VjW
znxLGRbX?Ow><dXclV9VMvXq7A=Gd!fn$A?*7I|NQI?f5ry^Fpb^aBPaqn$H<fl`s1
zTIh>uCpOTmb^`qKwjxG0W20JSxK|pJX}a=#PFO3^(yC+`W|+`%IG?X29h>)e-C_uJ
zJ{KD&X=z_Jccs^t9q_tt7+11Q(HI+F3aZc5v4^ktqp!Z{wb9o{8NpbPZ(IqEvyCi?
zG<QL-d{=o;yJ%xIpZT7bpa0KLE6;bYoOx6#1eXldj@abnU)9xiPFFDInXAnA;UOx@
zJ+D{NAV_uu6Vikv$Imb{JQ^A!IRz9TA#U0N`eMio46Ix2{Q)#&IzH$;Ux`IOGryP^
z>Z%H7OU<(5qCVZZhT+Ulbv-6^m~5me5{wSAhjZ;?o5JYkd9x356q=U}bP8gT^OvJc
zh;rlYqn*i|SA6qgdfqyWe-<Jyl~%gJzWDJcj&c2!)mGJPgvI`;sQ)<5#rZRj2mi{_
z%OZV~!+p=Kn2?I0VCE((x<s2km<FUP)ms}+!jwIzPG;6cuZ*KoZ#q{AZUwN9h%hiP
zo)71vEA?h)K3OJX$ET-K+5A2&fZXCxj!IC%fM3h5ncpPS*~a|&UX7k)VLTsGL>#2=
z;mJKsPQmgKOH%&$y1S=ODxE<N44*#+2h~e@>NE(J`-ZvAd>KX$tfnD@+BoOg1d<&t
zt1|v_QyuW~P%3a!D{@jPa7&8PQDb39sgY5uVNi2mP`hDRBC}B=pA@eu+01iT`=lV6
zI*)RX$t5VdHbmA1F-svQg0hs6AP7`{XqG@+S#3C^qy7XkN877yciSZMR3aGUFP#EU
zZ$SUFbre&&E&`-dL1*GnuRqKe527IYX&0dr1-ByM!Dl$67+x9R#dG*^sM2h0^7M-r
zTjV>_>!^C7P;zm>bt&-X%_&~t!(TbBc3u&yO??2>V%2ZV>~Q{v39y@huI^|*GebjR
ziB~00*AEuX*0;QnLl6U7ILl+SOqrSJn11`|we$$^xE+QesL>ag=I_-RCX7|oM|9Jm
zhg-(bz0&8$E1)V}j+FMH-X<J8efuvH9;&dk5H?Wo+kb~}_2|AcsZ7bz2CxPdeg<*}
zRl*mAN$hqOPS>tAZ?;^nH$Q|9sBHkiQy7mLoG+ZlL?f6&zpCh4TT(O<$}}x87z{^U
zM?GUE@x0t-jNewz9bsch$W~Qb^|XE-xW>z|{?c+|cSX#ME>_eulNK;0D%$e{99XpJ
z*1;nQ53XP!??PX>kqX<20<nbccYD#kIU@dzzKXJv*?3o9gGjT*fhdNFd$FVjpNFu&
zcFoy-g_tlg<z9DiX~yZm(_$NeR<AXL`ug=NaHLrQ1nNt->ly{lm{~4B>qG;-PHlB@
z%rN{?S>Nx#DKuc@K|w(gbZ}q-gwg&&e@2naDLw{d-)E?$irTh|6K?!}Jf4#7RPsi<
zli6_e3<kG+(`BAZbwqefOa{L!7KK?{)ybAV!h&@yUS;V*P^rjjq^Ow8AXcVb?pGs!
zMQS?+R>KL7JigM#a~6zL#<Pk0=-F?0+}zvf`$0}6EM0rv4kxDp<Whm;nt?_?jiO%N
zzrA{ks&P|)(ZUNky3fMH_6gee7<Kk(w~9JCu$j)^Zig^z9&GX$)|DKIATqWaA-}&@
zCQcHwH#mc0Wx~<UUmJecfY)LlSvtFa+avr0{sRg~;M^ZH!Z$&0Z(jez$=x$y?ShsT
zb>P&axQMuT1mL>A`C}9lw!3RMt9&?>Nh2&Q{NHy}RMawj9+%SuU`nkyUaCw798f<w
zUC-6?tGNDG9p@cRW!(R95<;Sk6B!+4JIZ!4%Zj8Wv&hakGBPq7R%Y3=>^<Y)B$15l
zvR5T!kL=C!x$F7;_xxO3mkY<azxVwepYeXbjO&lJE`eDyNvGT<j`m6b_%#DyBkyxx
zth67mA0n|P4WcEBNZI)mas~vt!otjEDkfMxJ-$na2UXK6yGtA?>Giq&g+b>yImd2N
zg>d@NHaetzotjqCy&cDc)#RY`#?U|cIrVa+$Wf`IkL7hKr%K}C%7-u8k3uW|)KGC8
zHhJ7CE4muV#?P>0Q+@GntX`Xzb@+xx{6M?yYrJgUkXKqC&xYRuga0F}K%04KQhq6Q
z^98OT84Y)zjbN?4vHhT{Ub2M2er5^Vdm*0WCs=5oO4^OqM#b_vz6SNL*`%y>pMWTH
zNXF7Ha(0heD6k7~+z)B!TOmPwz951D-4MBj#T1#N3?vfnl24Mg3>eRil#uLf;LC8O
zWV?ZZr;}dEqqw=9*XJ$o{I1I_D+?}a(e;JTw6_a)RP^aCm%iYUx!IDVn>FqFNF`F^
zwky{{f#}+do7>{-;3A*Mi?@_qtJUhK8aW>bTx>zdi9c@`X2m-AfE7poM7}|FJSacK
z{`&d0w#LKau#Q}GT<W6>6+b8EifU}_KBdZQ-xN7-B3dW$vo;YM!dxM=ck5nTyGrQS
z?)H$P@v$LOh79$6$YhSNQ=fPD6wmNiTdr&*K_6w}7de*56u_0cKNFw#z1Qc%>AD$0
zmi-B*#sZh&`{zH#7rU}YG%KpAzT~`~m7jmSbh~9dH%jN47t+gUdn@-AlIAy1PU5=p
z=H5~z)X`buynVoaH17RDlT{+;20Ir6eeFPr7NKUpp<(3l)<wv`=7WQ*wKEQddm*9l
z>(W*I_Jc#Za9Q5{N)WpL=~5;CwR5)ZM>S~9!wuP6{A1lC5z(F?p`S{0*D`E{q<|ra
z+zl%DOrj5IH@~~EgE_lX?r_A)*!b^N!NLw<6XD?rDBk_d(}gP8f3^^FLV7p9C%~lk
zsj^|7poSGb7;Y>ZT*mC+9q0K4mW(uzh1=3EVf>m>reip6K5H5sa%vwYQB&dEr&(7?
zvAy>t$IrQ2DV{^_tfQIEhp(WG4hRYwhqf7L<{==)n3eX`zF8sB&Cq?kP7tUvYC3UR
zWHL~H+H7`x#AEB?L1?H4rgNZ(S(@yL-LD`jBKm`S0q$}xJ+=$G-iC%=HR^K;)VHr@
zLZjvU`Saki#gz%p^U8sZr+NK;Za(S6MD4dUyIVg~2$6B>P`j@^>d{@AHDWc-SLayF
zJ=5Ct&0?B&hY%3DSzgVj8MhH~N<QQEHxMqi%)N@oQ39DH6PlX<i$KUE@13hfO$<uS
zsR2y_i!~gyi%DQjpAKxYJ|4#zcl5n>bAYNww3or<7iQ?AG@M-F>Amkn1UpifI2@gB
zGCgnJmL~Un&(=97y<qb?SlvnBCxW~oEWV$s1buj3Gfi8(Se`1%2Dd`;&r^EziRMgx
zWIW&ghv%=pTIb|=Jo$A5inR}yMHQKL$LXhi?x4844mcV5pBV5<xy1GPHV}Y{Lx(~&
zLG@LDd|2UQVMjJewydL^%L!@ecntl9r<ZK!Tbb6nSG0={{V9WmLq3}nlcNqii6JLv
z@tAm(s6Kav;&xj#*r0*2Q#iB%jkw|7%KrlbFto3L%i12qcB|8AVJmGSouaNGdP(k9
zR;3mTx^6O?ZzVrn|MBC)zzL^rGv=_Sv%I3?PpYM@YlcqCdQ>V!u%@%+f*q-1&=rft
zg3y7~(9rN76W}aAf8GyA0ijJu2=p5Q5JecUGeCR}&AkF=#L$FR@B@5KbL}${tk<4v
zb^pr7#$;NUY;LC6hyTJv+?T5Tn@x>DnYeC{)<tk}$m`<S8NnX2Onz&HiS-#hpyR&D
zOK%hK(z5t%j{0t+W57gDb>Zr}BDC<r^T0sn>-NMs7Hi<czN)LsROP%dhA8*9#)2fp
zZtmMQ<6sYD0h<vgH#d2Kmi1tKOOnfv=AxPdwX2wp(%XMg4s8h%VV2#Q#CE_30yCp7
z4w~i$1^sWq$|$$LMu#|!EG;b)rL?`%RFiJ0fNxMTH#f3b!g2Bd%9mACRD<+%3QdgD
z1LwQn+p~{qv`wDAG$I%?ZrHB5kdk|oM?mKG<=GTwHa6Qhoc4wmX^y`YSpEmgEa?DT
zw6(k2@3s$`9@=Vy&Z)QF9dN5CXlN`(D($zndcNrvhO3n@`Cc&^j8x0`ZQ)2kL6O77
z;tW^%Yi5S`IGO5)RvU3DZ*OmV5R{V@-MuTB&j(7-9JGek=g?>9)Xm-Myrs33Q)BD>
zXILuuyiq7Be;N1sQi~4J8ELT4Un@iXDh4>iOHwMvV`v{li3^A$<L#B-9Q^#(CVu~>
zK>KXLtN}f6<pAC~M$&OIScl+{VP|h&vh@Lq>lEDF+(NL-?Ej2@y5u<s`ZWQdsmLym
zzM!E5ToXv_440wZ+h?gy{p+H&8g-8!SdbGF6LpFo5EGS@l++u{U(rO7Vo4*tZ+2|4
zqWH&ym3ahAZ@XO*o13yyu@JV0OyF_<Ls!+%($+7c0b&#6>RcE-T&h@mE-HkJIVyK%
zNWOeAB|bd74&>r-LMCKCy>>Cn%gZA$vygTbH0CaK-r?rr(u-u^&r{*whErr#hL8h$
zdNS|AHa#1qt^VUPpwyNhvR~twA0ov^D)%=~@$&xF$Qa786cwl5Ri3n}1zU?Aj)PpU
z*x#zgi`>p-$vVnfx70s(&<5FV07!Af_sV4m@dLubra-n;_>*wsjWqOlX^vd98<lTe
zI_ue`>FL1<^>BHMo?i7AKFUoa-u!&Vx_Zn-{{D3QQ!v1?)6CaJ_jgzyep}A>6?4zt
z0RY$RtlokG2OnSV<)8V5m)t*kaD9)Bb22H3*?amUy(o?>M@vEeGwW;U&qM8+(D?ZU
zcV4<l3z%`(qSQ?Aab*PnX6XgH(Q>c0A=;-{atq4N5|Tn%TKl4v(l%X*9GP0&a%Zi0
zAIy$0Y39D~Bz)PMFzs4*>r+ul3-4w#Gc}z}e&=uH>?{rfQ#ewu(e%QDM<m(+(YavY
zz3=1&cnPli?m$RDHeK%n4{#_V9=PF(M^nH2*$X$N@t|S_ImR(`_Kwum?WpS+_+}cS
zqXa`PnXdsXn~zpjbY8#y^e*67D)Vx$s<QIrY(un+<~a_It)01|Cu1+Ubv}AvL4f`n
zN-`E-lP|Bo$vQ?sanh;%D+48Ia}<X@j$SG9`8>(sR@MDBH0vdL4vq(({VsJj_sq>e
zq2jom%hX(@Btb`2xls*qP=Y*Gd)VdA=w(E63EE!3-r#(U^hBb(Z#b!`1y<v7BDS_%
zp_%_wBkMD;OhAH!g7pc?)jxm!)S3$SZeu<@KeBf(Z@MNuvo1uUZ~JlDVB5ralf5Pn
zG^q3t<cl!wRNmCO?j5fO1I0!jYu{85Xi86y=706tP<t`~{k^NZyTs{9do8In&3hlN
zzaSPCnQM#ume4-pz9(73$WTIXciEfZ(}ble9tgcj%mn#Ai{|mg#l=J^myU2Fz(D;-
z-g{d5KCr`0nJl&)-#BtDSlRaa)luk7mNzy!c#1HbgNJCUN20Yv<qR$B{`Yd+-2N~z
zSHS#4e9?YP5uTiani^$FN(zF@z`xmqrv{7&<gh2^HT>9>l9iq=IzU+*?^qN*UMP`(
zsN>!nbjF|ri)E$GM9{+d%>B8#I>Dh8#w}bB%4oeaz_R@eqhJ09<lG_<SDSYvHjgy~
z{VxcK7$b8=Ze=2iq!T4QWy|6A4X^2+?8?DJ$uC}zh(NVSlqZ0ekQN@?#$ZCdO&rIc
zrX;l^4q{L6EUPC<mNXt@PII~ZS*mr`*4`SYneL}CaC;f}Ep0F{LIKo?d#o%0_D&6|
z(G0I%moWFeVt+*t)@vgS!|G4dS8<&<87oBMM@`~;MCE}R!!ve>=yvbmsS?#!bM~al
zV;w7Cm1RX(ROf`jz&0|V6c6(M#hODe_k=E6FevxAEdEat+Sz6r1V5*3=*d7s6ULPz
z1q-t528he*;FJfj7QTXa!S4j?rDWPZO>%4B9<7ty=gyh1Pi&gBep}Q&IXpJ&fzu_!
z5f3g#r(uSU<5u?vv@Cl&WMpOEz*%Jv>4}g<2MZC>r4`39e+r2l#RXl+EZ=F2TCl|q
zrM7<+{~3mh66cm1U07&WVfR$j)QrSmk3q<E5@pzJVi+e=oS&uR3JLPWgsHoYg*JC4
z$Y)b;d!3b%N&xMf!>>A0`C0Y<5@a9=QV$xqfROv5A4aT@Kp5<m)|8)}oqPw=oBa=3
z*X!W74?w$z5oSXOZqB*_d+uCXUqg3bAf=R!qf^)7Z}OGZRh*kA^4@({gM7_$TWE-&
zp@~og9mR~-DSLtB1W>SSE;+lE3Dr!EBsBwrH%eZ~5Kr{67%0OB*%?U$FbGenJC|P*
znbxN9DpgL4*9-jc44^EfpyNV#eZYYu{EpVYs;WwyK60pUOYjA+<w>9j!O?Gpy^+@|
z40^Hm&I@WFR6@LpEFuZ*2-gJa4)D_!Fel*553gOQ)+`vR#1H59&%q5j0sb?{1KAjv
z2K#I`p|NxgfGyMASu}8rF*fw{nY!HXohpB45BvZqaM7MT`3Xogb`2YbP65s>)Dk0S
z`wH~AeQ3v8FVxTjH|<>z>+j#cjR6Q!2S+&C#}zPW_1U-5d}yyouYFZ82Ikq7V`#uz
zT!2}_ah&W0q@pnfZmJN0DIG&Ag3ATum#FRSZTKtM?Fl;j@em2hv~N5sD=UguuLelk
zkNNcC<Ny>?2{%G9M)1BOWWEW-+YlV0;Jm``Rf~v-=vRL?FV)@J+6sWo3ob&^eIwt_
z!Qm9(bP8G)VGn#A9nA%=6DT4_+pJcEgoUBNvX24>{gtflzuwhHAGaq1=WB)@#&qlh
z)Ud9*yL;sb+)c#nnkeJm_tB36eXzHB11c71A6mp$H8C-v6H0yhqC6PG^<gBNi{Bf7
z1%PRSm|C#azZak`^(YWPVmH>hZ|MKH*N40nVwZ&%T0NTVvvIVv%=xpnM$gH~DHe)1
zui{T~2Y(pc9vDLqXmL{d=kzna$4I&84@g3$3($r~I-v!6_?8tkx?6I{OeYiDTa0OF
ziQ;F1=n%x)vF+xdc@b#3qM(2g&&<r!>YlQk7qVUkU$_GZAL$qw%?JC3aI%h*#{o5i
zs3zfh9ltyELuWy*+^q@@A+REmx{TP9qtWQUEJ}c1fS9Sws_K(-(aY#}H8S0TNm8QK
z%;lV}V6;<JQyYuYHXvp$FPUA=WU0EnvG~0el;q8ji(9c+7l@ObK28Rx%NgkOdhf5J
z08Jpc`NRE!a$3pVVVo#4;&C1*$DM&V5=qNUTOxVI8f|lN<>gi7_VHFK*2Oi|U4lvO
zy;eHO4Y@{h;{_Ezj3HH=AHq|GD8DEwy6{x#0{JLFj2O>UJ)SYvb;Y#^S<|w!-!L}j
zFfuao@$(A@4JJf$Z7@>(f_5Sp7f+NL650{Dt<Ngy=)`6i*;(Uv!CG%>ZY~VYI3lD5
z1GGz(P!`KxXA*ID){4meh4|=D5<EQ|c6sH=ZtY_I1MSfu`Fr`%b61ZsoG(t;Obzdw
zJv#cJ_0p$0U#dKeqSO4qt$%T+PK9mKX(3}DGjuLQ@MC~&5-+W>3dZAyrLB5+K*)Il
zCKN9(Zz^oc93mp6cZZXbk}xCRzbhFVr^0MVPe1=_VFA<C-HptKrV*UcI7Em_(BsL)
zWG@ckTlqE&F=hHwZ(?J4$f%jmgV}});sNeZHW@3F6lj8vo~`@*S*ggNS`ohLAu#u)
z?MiU#$-b2eCaY91lo=yTv{kih*Bam;#ekh3!8p}}NZJx>F3Q{h4-<)-0W5}E`mh>$
zeJN!&fq)<OfXGP*MEkHE@x#63M6jJ)^9S>#or*R#`OuBef^3@(k`P-b=gxSsYk<a}
zh*IN(&J*S(arry2a~Pb0XM|uhq(OP9ZFAV`cQ1tx*_uyS#t8l8uja7=BoRTGDws|Q
z{{7ACBygz*t4k?5BQP`J1=|1j4{(o2ObZ3wHW#Vom6S-cG?F;P#TlQ1MFgZ!kX(@?
zYEM>7<ZDazFATZD&ImCPCP@Usbi89~I>hOqqnz1$(P>r_VP_CAV)W|MRU?qP_skHU
zA0jCUz=TOi{BS)7=?|i*i(Y+KT1tRqnn}{`EP$mZ8c>F1{Xk+ZV}^_Gw%Uf0&j4gg
z+&A7#Of*MG@6MOPJPz{lIf}R?K^jUFD{Mvy>_#JSin2(%zJhFY6)aQz9ep5lKw&50
ze-O4O6PDN3jwS<KY;Cre3bGbRLIMH<Ik4Ec<m9su!E$%Jm3xFODl3buuUB-B1KJ+n
ztE4LRyoSNS!IdhtjNIh`;E{+Y+~T3%123JVq~yS7b*4D2mn;C~>aGMc9<m`oysE!p
zW^NA4$5tf|m@8rPBW6R=3F0^eu~OgAa1s)I_^!FNwX{N4SlC%f!#5H+mHoen{3GXn
bIV9OTM2qpVELs5Nmq=AfL$UD6gXjMN0Yo5K

literal 22610
zcma%jRZtvVv@Y@^!QI^*g1by`x8UyX?g<b=aCZpq?(XjH?(S~4a~^Kps{3-L3I>Yl
zneM%pe6pHQMR^HCI6OEoFfc?ZNl|4mFmQL^=N4FK;QRM(L=xbM$3;xTMaACC#of@!
z6im+0#lgnj#m3Tz#Ld*n+0x#QjftD-D+7szi;IIZFEg|4|9t_Iy^}ffOc^>q@Frgz
zBsHDEz>p39eSsGV6<UIUsdq|=il};|pJ%vxsLn5hY|>iBWuk!4KzJ13AZBF@MPaD_
zlxz&Zg)pLb?zI#}prGL4^n^uFF+@=+^_qGxtG?NgKtN>w2SJ*LJ~L`UrSkANNcs)r
zl{`$b-8Si*X)=-G{J=XrmMUOfd9Mve8YC<ZJPN*N*ENE({(CG)xLy2vE=Q?vN3@_h
zK0cPs63hq)0E2^v*X;BYU}9o=;FS4yjOH{2+aq<BPwdo`A_g4PU=(qs3j-<X50OA<
zR9sxC&yRN=&l{8SMPA39|F|}N*ob}aQ2qS;D5$7bW?XP_aZ|8Db7-+t{h#--dwP4D
zuLtm-57O*^hlW-YwC*Qrd+fzXB(s{reLhe6Yc$y4zCN7q?(~Q8KWzmjRLr)z+aHXl
z4MHOG2ju3GPfSeMEZ0CKNSmH&N5{m(SSqoHIx|zVv)9EsPmYX`v9iXVo!QJ;ae!bU
zARv}H{e`l#v*-18*WEWM`T5hYcL#4TS})O1QM)tTH<nc!Nyy2`XUVFp#{?)TgS)zf
z=d6Yif<Yo7NQ9E|@)gs~QA7f%p0@|ry~sk*iHQSwQgK#<y@P`=5)y-SuYo^*!otC|
z9C%kjSz20-FEp$~pWE@KwvGe8<>lvpU)EPs6SuRgAY^FysCxZb0?IDBYpP&Io1UJw
zS#2oaSaf%Bp<rXHRccrcbKD)MHXcOsPMbC`X-$hvv|tl%bvr+^?Qsp%RUr)w43v_S
z>$hNsh&5J_lFI%Tg7m=tKYP<}tbVxBV5{wQf6`wdmj<@f;z|!(GRH5I|9PB9#08m}
zji>fMoUaa#jhXcQMr~?tc6>O~1Y0Q6?2V^Y@z{;vy1KgBnpF_8g^M#WNo52HYvNke
zD{8^<X4D<u&wSLd4o&>J?0^gem!+~~OQW}+7vmny{VSb+*9ua4emo&kuao&rzsOA7
zSSDNZtupD1fib~`nf6Bx84c4fu`m+W8p{tqRy4VtHT80>{*v#dB?4HOnEf5Tuc<u<
zxG7Y<7V!iQYKe8G<}%uLOndtxejf?tMX+%2l++qJ3_N1B%@<$oI@brdriBRzx`w~#
z=yc6vvg0|pCvmoKY%J*dFZqhhFR&km|4dEhcFbv)v%pvkTlW&6pzaNZpP7uukdzCq
zW0zD22}fvhDLxrn?gsbq$s1qAZ)+nV0n5p$;1=QH8m3L;lfcGya7*N*rnYo;2v~2W
zW;KK;nx839mePJMYu!0(O?UDhG2h&0b0p2f_2^IWe7@YDWbTxIu1^@D-{s|%?xa6O
z-Lnn7988psJ80GpWHX<*db^#Rt<dG;=jYd`F_9{tv@h0#Vtt^bhMCB0uc4&sX?Aw_
zXxr<epQ#}H4@%_q0R@MK=gjTAYg2#a?d`7|{;;Qh0)g8)X(w@7BvneY(DPp0*-~{N
zJT?;wHnw^(hy%#O;W+BJjEsn+By4<6o4+ziOdNXFhZ7mHnfxjL0{*Oavc~_@4;ley
z3Zs#9c4TNgfxsQqlTiNVsJD@DSZ@nY$OrP^UUPyE3Kp@T2?~;wUmqT}Yn-wIa)64D
zZ*{}04sWH-a+ZDKJ=6Qb@M5ib4TzfWk#a!2u$(Q>+=D5Q&(JD;>k4D;82SkX|8&2o
z4}|M}PcVFqb5ik76h%dnU>RlQJQQi=SoT|{tYH1~E^_j0YjqqUB3{>@zhQ@qTU%F8
znJSQD<Km9jn%T6<7d8s&@YwO>X1O0pzx`5e6{4pP>kUD^eSh49WHIdd&ulVNPFWcZ
z2=%w8-KhD@MyGvgumaf>&|-zIt#O@fdAzxc>ev<wPF`?dX)PDsfPLw=>>{5w{tInC
z!a$Lgkr6s`<9KG#gF~4}UTTRyuI8pvj+Zkt^oy#+B-|RQj_#L!{Xg8#Xl#jyIA6XE
z&q=wtacY$(%B68mH#?hqr_Jv0xSn7j3*0G=#t}=($(eq<J%jc2^{K*Lt4e5T;q4AY
zl-Bs~^o26Iflp~2xx}K6jl~n}<jW|FOUOs=G2Grz9BOLN@XW-bS<)*^*K$=<%#^K+
z%B=YKlJesHLWtSf00)o##vBz~s_pwCd}}zG$Ox3a{E?3niZ3Jo7OCC)u_0e`5!21T
znM>90ukY&v;z%$uP>}4f9T1>t5gZS~F@8zP#uF9hNoo?Q%lOb>C}T<Vha(Xa(>9!K
zJ5t8w8Ueo}Ai;!`q~K%La+T!nbhhruh~&o-CFxHNOO1>;xOK2LFhH;P6kFb?u8YbH
za4yX^tH%@5s0YXI!{AAH@e&9kNJMr`=Q`{J)v<VJE`yt!TZ*u-V?ZMWcwZ)9K|(@S
znz%i^j3B9q7t|Z5AL=Rj8H~i!*1QP|e8r=b_*k{SdcC|l%u<fzkgPo?5-@mjNM@6O
zQ*k+=;JJR;BOM(YszWk){(;rATwCSM<?|`fHz57h0UP^hlbFa4=jA@I!#5x2_C8aF
z5vb&%J%*)f<uyV2tZZzIk%SdP$mu-JzXD;9N0ynBP$7^A0<iU(SYQ1Pa4kh{gR!@w
zgz^|-+P$~OxwbD_v%kSCSC0;{L-qbb+|5tYtKqlX><|D_s%lt+T0VWNqV<A|h6Xkm
zq-2b>Jr5L}?***a*Hw<>KG(r@Ps;^};rK8ziIPz4P80RvvZr}vWo0V^ARuOjh9rr+
zjz}+>4>P^=D>WqyZ*Ojrd0pwcySo#8z1lNrRSK^5;uKh|7Z~`o%mt)n4Bx$Q*kO6y
ze<2G6p^|SEX632&M+yDnyNoAn4VQH`S*kJw`pflEZd8sU4GyPG^8V6D0{s_cWQpAA
zsY-pJhl_P<o(98S=#@tMNuYZIe;M4|>|8m0JY9^Ult}~<C<uDl^ggAPBOki0z5N+T
zA>6M<L8hAxwyQY2E;LbsFEq^UcW6K>Hs0#`vCt7gMaqGxRuSZSnuju4-q@3*FU{uK
zoTq!>B~hBtG0cfMJ*}K-|82R!7XRzlul%2Hw`=~N?}^L*U_;LzOnQxWFAktxpRF~=
zP3KBD-|R`r%t!(m1+1>Y=|VX-H@C*M9Ub>$ULHjvgC<ZF4;eCI!2CX*521CZQk5a?
zJKx<BtaX|ke&E|Rfd^b&IWXxoP3@$6gCN>Icx^TqFn9PLaQLr-R4<r-mX1n{?EAvL
z?h%3{Vr*69<Kv@9m*C;$rDjFm<Z*4JR-rR|o>ZT5IF{1;`SB>kX}e+)x_El;wNRmJ
z9fu$i=G=MN@ronp!(D4WDej6mJh707*Oa=oWdM9Am?W`eBNvy_sg|Vl&tUlN+R40=
zVM>{;>%o18uy9#dQ3)BOM%uwztp5J~bRqxD*UQdM<?I5z%0eJP69+doHaKP88@Syw
z<OkF2J1pZw{yHi{g0Y#6kq8QA;<A}ttvOGA{a4_|lDh#!K*PvrI`vniK5~^{59a1}
zJA%ugAFf!@;@N4qn2(QZ_==TPPTqJArb0Z|a!s~{M^RZBqU$irUyl-Us=dcXem0p~
zQJ|XpF*zAWSw)53w?rfDmoy@n&(n6u_XiG&{h`boNDy#9@2r9hq1(Y^(hRPy?zvH9
zxNMwb`!F)FF$SzD3{k5MwlV-70UE-=1m9&{m>kw&W?Gue<Hh<vIOkZwlK*xy%3RJm
zbx*|+osOVV*b^nx<NMg%dMUmC@egE1MMtCf0RV6y95*m53_de6b1aQ3DoNiDmy3(*
z7XmIwPmf6G<B9zJ_3<!K+phSrespAn+w&%G{~8Dei`fFi^OgEijNMMWFy}_s<Q=aV
zJQUEM;>i@q%*-ll>~K6&`%(b$*bD<rC*`X#G>}^eMEuD>jbt^SAV^P7_jo;TOcC_u
z?da%0AmEN}y=W;FS(H~$C{(Z1OB@8&AIzZpClrHDQ`G@_a6$@?a{++u(C8ARpI%?X
ze*cCYt$up)_-fDvHeIYjJzc0k?D+QNXpO8N3~bVhPq>q`bdbjpsZ{&hc1ZBhsC7-Y
zsfpHq^X<gQguE1Bjz?3Zd>V5vG@ssTT8g?rGDt)ch!oChru%>EWd%x>(R|7Gc_R8G
zJd22Q0eUI0bUx~QZuwLb`!L|5D$E%$OQM86xXmXs_kktbE=aT6S!;H7D!lQkvCpE&
zEnSrHVyQ7siixS_!aDTZ8$wm9)QboSfpI<<GrZhrPx$%t@R#@b$H~KTTxDk>yMBvH
zOnO_HHx*Da397i=v9Yni0L-jaj^*zD2)&<|cng#xG(5aNpzN)u>)nJ%N(u@VizyN^
za`NNNPX7#IqWv34B_*Z$i(2f}hHin!E<$%n<u*aVhXzUUf@eb(T$U6$S0SZ=5)GpZ
zK|#U2{r#_AcNXFic)^vG%;4bQh#h~+_hC}u`P{nRA7uz5IBjG3aE6z#NdKe!g$CyW
zg^_@%q@yNVoQ+W~B9l@a&Z>edUW=N${97}b@sJi%Iv$SFDjyFf0TM|XhTwZ7cL{-`
zGT(NdQ_0P&$bNuUv3S0srj?4U89H!OhLS{ab^K0^(ZBaSf*+bbh}KS(Y2ZwgS&`A1
z(IYFR2$P|lndH|c@_*YTMnJIBWF=)J40GOWcBZCF_#+mERqc6ec5{2{3Gfs=9}(?Q
zWOf+8S2?E>_YK<N+mT4!f@+K-I7wPr(tMKOx*YbIu$f_+ku9TPu^Q=`p#`(J@^LEt
zq$nx&&E?A46<nbRV!sN%C(Ae3Tew_*gHQUX_TDqw9oLZl=A_eM8VtC9y`mJ^gz@>u
z@87?z9yu^+X;}<^)&;ygA1bR@;HIQb;oqlE3Mm-rksUfs#v~^VJ-^*j>{G|YXNmsk
z=(^E?f_qzkvpift@>looY42?&J%aY(=<wk4-rYY7F07@#h`eaxZP_{5`U9Mfc|BVs
zorGmWxoWm5jnZFX5)_aD+DzH10jmK!J}p~9HrMgL?`$W)rzQ@1<q`!h8>AE`>3=I%
z%~dOLRO8#-+4@-;NS`^8>A~x{v%3=*78pkOIl?-h?FST@X8?U3EmrDddV&Q&!XRnb
zvRDrzt2S0rl@&AQ&i6cB$5M^?e?ZP3os8<3!;&`TwTmkIp&i~*P-g-c*4*ZtKFTK{
zEdmE|?0Qk;L@`Dm&T`2D4TWr^+$iO8btVimiS(cMf9P980b0wvFNYf6w8alr6ou~R
zRKOT?TjmNNmu39AQdd}S54ww0l*9Ohgi3Xk3vkJT{?2JgM{*9LVGYv_|BHdK9od<%
zSt({|YG4=VdQ_z&@)Mog)7xPmk*It4e&YYMBk7_334004`{F_|L=Kyuqxm>kjklQA
zAnPo;epq90GnM_#mRC_GiTLT1xwv|O?^1X&^PyotFgZA7ZANEQ4G3sQ&FcM9-{(aS
zumn)BR`Gz+zQ%EBTUsvuh5UsFx98UO-jCdo27UiK@%Da^BzvBGo<#2<+HulK_9);j
zZd{W56Ayq5Db*RB@5c1!@`qT5{Ne!rx6ohVr$FGBYXs6h`XH7{mNwlsTQ4D2*8BdG
zao+!r{b}MERchA$`iD9O@a?y@x4R3o{H*d<s~DjJDW+Fzso!>qf%9&Nk56#mKjpq&
zzD}RukprSl>RBoetH7yxk4(I_`XY=S47(m4*mh<9<zaLMa|Ql%eg}7#!SQKC?0T8}
z<QnDdK8CU6VBB`8sEwk+K1DK9dm#N5_v6%4%^kP;P5ZwOsM60rH9c*e?u0dlaS1XB
z26>0<0udAyhP*Mck;vVcRZ85!)KTYZ8&;aja7au3)n<vsuI*YJi&+mr60ruGS#J!W
zuw{Y^0B+H!x55N42NwwT<^FVV)xJ}1lGiLn&3<7TZyyGLE=}CUFRJUjpd74;gG@?J
z+Qdy|zg^)K@SWOS#$uOlqHfVA(W(AQ_(t(H=>To854(@2mZyL5+#1(vsx&Ee9t6~t
zA9WQ*SY`-jfu=F?)>B&P4ly0SLB6C=FAy@kx*bfLH{L%g0_u9$Y1bz;q=E7ksHug(
zo+6hh)_Zd&pbn$1L#TW0a?_`<D?yzl|L^@vuk#}c5P^$)YJSo5dvv%da`TlEAIO}W
zBY6c%z2V)_bldyGDnQz+O@`6z+V9omGkAe2YCn$6fSq={P@X2hZf7%54;PY<@MXFp
z0|nq?!z6shtZ984x8D8fy3V3~e_*>oK{wy?kM0ebulu+Ze!GS&gm%t+pozVZd8g6M
z!dWu*7y^<4=I!BR;~SDj1E4QxWi}f1!=YkfQR(RDh;DZH_Gb!sGYl?N>NEfR`Lhp@
z8bmcTlCN%VN*0%(14S&@@u~rQV-=;2ie&xAjF2&gkdK57-E6X<k#bQS$Y^V%3d7y%
zh&=3k^fS~k!Weg!l3ki#K?vQm%d;C)BSWen>nXIXbr-^#+*Q$BM+*=0yaKyuT^*fp
z`NH19$k-<;>xF5Yo0}Vthh_8UkJn2nDJgIgPR_&#e6F0?<Ew{<1ArPf79(0Obanlh
zDo>LOsm2{-A~N3I2=*cT<RFqK;$M3=q;gH`3wVIsn+lSxr4r=J6eQ-*4LSQZi!{ym
zciZ<pwMFD%l(|zDV9&VRRS$pkOSw)xZicCstBql>nRG~)m?8lnHCi1M^dFT%rYrzp
z_4M>?ma2X*0ky`X+=(y+m0Voo0g;e*E_RvCZjJlTpFec>6m?XG6Wz!{!tk1p<)T`K
zc#}S#2%m!2_GE438qR}wz)4Xs!;RG8<gAK1TWHO?4n^7-w<9e#SVgx3o6umh46?DY
z$*|7FIu!K0*@I5jW0T8gthHWb;&s2UVH-rMa%1%HmQjXegd+X#6sdA|nK)By_pjml
zk}LnrE-Hbl6K%QdC}{Vu<s5(z4Z@(8tryA+0krdvI)AUwBm}@*OicG~l+XmQ$zcD0
zFYp4(Dh~}6i_tRO*2KCxb^w*nkgS$`D~zi%tUz+dji~Yy;J<-ws*4`6YFC=fT_rXh
zy=Ig>=SXlD?;t<a1$Y#AgI#pH-@8|)=K-$U`HC12M5nHi{mlw#oDqO@SZz5=B}{jn
z#c7N8`MUX8vCLAH*)SGEF5z)rzlg(Th5%qPgXtWxr+H;2t++SgEJ1WB>C_>Bc}(~o
zDJF9w4n!tIUarDuYBt!m0sTpmR<c@^+l$u|?F@IVh;9HVm=`aPx^F2j)cPB@l#gz<
zBKlk=T7-*fZvl+>CiWX`DaW&gwRY>g0IUJDvH!YeXJ^Ug_5Q6!Y^?HdOy^Y(yeri(
z7lyUPsHmvuKhoqC<yrq0fKp|F%Af&eXb8L@)_Jo*F7|4CC>l@uatZu=MMOY|;#3s2
zdo#uVc76GBDXAqY@EB&8W}@hZAE=k>Z>`tDi!dHluYo{W(>|<6q=Iz!@q;mUnz*{%
z%fiLrAL11U7BBWx&aW#Gu?CPc!nzHL(0KJb{d~*CRIm>1IMaZ$tt)#lGc}zbeO|!!
zwj5RMGYB}I&372h5sOs|zqz3R^w^^*@QxQaB5wqM;oz_xj9d>m@xHSE3y;w_{aBso
zaG>o#t{`uHdc6}9`tr_n*FxGw+JWs^IRBoEJbaAb^xQ7QPJZ3hIoM>+N(yNUm)5-9
z8E(ruxK@ABe|tHqM6eLrT0uyRi7Ac)V78hUKTw=^c1sIv<$(<bbfNFw5kQZbE6uq-
zsXhtoZx(u7bG|#74+8)*KwFpUt+DMpp3QQZv<SyVw9UF9fSzfd)jeM_AR@xzL}9Z8
z_U%{K@$A%+9w`X6L*SKB#!nw~7Odf;>*Gms0DkeOBaD>vo0aYw!Mr8LC&80~QymY(
zW@oxsCj;37h#_n9od^8l`=U?>&n=?NBcti@Q2zfw<YrL+NWt!4RM_K&w?dgtvvN8h
z8g9&MVgBzh|Fw9;G|CA5&dyGdVreiCtEpM7reP=~eRszoZa#P=<(aDLF|*nwSF@y}
zXG4W<P#>bTJ&N{D18j!KqQ&cD`X>1bqb)Ub1wM_enM%Gfbeu??_KN)4^)q3Q4JVfu
zpokXa)T<V8nvZ;DVjXr^Oy|%kl-TLZ7z4Urj|rO56bWfgZt&Fnj(NQnDZc<EjF6dZ
z??7lP4z;)q0jb7soEpF1PdwM=r95i_hmWvWWP$=Wmih0U6z^mjzn79~Ch2yEhL-S_
zn^!aGZXf|-SF0*F-%v>jl(|@FZyN?~p7}R^Y;2D$@M609j#I(>U&>gYHOY;i9%&Aj
z4h=$88Pzey<y!AN3@$j2uI*8W{yv%4)4SIWH(&;@$LDp<))Jq8Kh*GL3UCcrBvY|*
zag|5Z)UfsrKzc+N7{Z367?>iK#qp!sYE&7<9cz5wv!gLC2nh19>%}37h?ENgqN3))
zyEche8j~8jgqzh(=tbWF`TYtg?{S%#69DgFgn@&Dv*IbYERy&8$4}ZmKVC7gv2&G+
z0b%4@M&w<Z{Z^uOo`#n$|Mh=wcPj7cuiN3hvMaoyx6g;3o<pPjLQkIQbM-!6I*>9F
zOq5>V*~5&muP4ecNrDVsEsq2Dyez?{OK51Kc{}?CdzWjKd0dpybec$b9!leI`T6ty
z08WpCI}8_>rS+`1)t3S_86>Uj==8Q}8lLwV<>FusK;|@)N78AbAfz9hMg@H%rGsm6
z`H_qxwaH5-eL=qbQ;Cn4cjw^X7bv@H{$ASBOIR3;x#P(wklDie`3KNqWW4s;A2(#A
zq`uhM+10Par@@nw-q&_YAWKRXz4L%zH`X7Sm_P2wzS<f;dB1GBT$erzmWfoEv)tOJ
zPX26%PhN9or3?O3+id>4X!}`n+{CK3wIe3Q{8HJub!Euyg`uocNnpQ8L`Fu!i)Yu4
z`7<yd^CJMvV)fw<WFr<x*iSGoU&M)(f=Zg03DCGq!|IUpDw_qorJuWeUqM-dQ_aq&
zv+Z{IMWgjv15v~ZfKO8K{8Nrp=nB}XDxl~Cda+97&H9?o(R``nqcaBp_hg^F;ItKN
z_fvjMUcE3@uG%#CaZDok{ECp^Vs$>06?Y{F9uVohs@j%gZIFd*@<8=_Q+k1WI<1@;
zBgk`*%o4oX3XDb5O=6lkYXYY{QWMFJ?tlXNUhQ4!@MMVbU><VLw~#z<&33I9MF*!?
z0-wbS<!nidqPy+gbH?!-Ot|A!kY45;A_Xb<MEVc^cX%@Lv<JaT=ebh#$_D-?AihfZ
z4G+dr5L*mXhLFPvcw&KO^iPzFB;WyEZq%PD?Cnccwp&xu3WYjq4>$^b@~>X34(Mj!
ztA#t1a~Ef52$*s7av>dFj&(M3?5H)L`Z$vc>Xih&zF1rSLW+e1G_0m;aU2$5x;%?7
z(&>77$_TYP-py4gA0OH;3#i!C>i}1uIqRe%ARyt_aXP{56=s$D`BHg<ZN#DBtTd%{
z0~s0`>hpfTn5Y)8eloQqCnH17=1id7D2*QDgje#@^K9p<-KGoQgq8V&!n(p@gDd>w
z(ogLkyX|f}<Qg73Hg|E|R<qzSj_4#9d@kwL?OtUBpE(*paHUHvBKcg|xxR{K=dHM?
zw_%ZFdvD`Eb|>xX4`vkl97`nRtMEx4PlKt`d;Vb-T0Y|l0)a$zbkg^)y8~gwl9+Vq
z1PbjpJIFXW7u2X=NrP|%yvo2x1z*dq7oYBXDtm6_6sAvm^~h>zX1xYDV#E5e`*-<>
zu%GjvA2|14_U<f6iTrh7v9U=B2!e2g^nRCX2h%XtH=2%TF2urVR-?zEfc}Gm3cWvF
zTs0}n;B)^2*hg>*3JTjNCv-25m&_diNXE;umkNFZ_7Rugg9T8lN*11hxLlzlCVPk_
z2AqJb2*lC1#5ep#`<4tpk@uyKE;kvx90AMImBgq4KNEYl3IG5FtLq0(3MDCj(f3hO
zPP=_<Y&2yp4@mVY^78b&-U(x#$(O+fw30MV+Z{j&+v^KO2e84Mhrs?XM0_xh!wmNl
z8^D37Pu<4chY6sHBc^e`aCONmNqjGU#clUwe-C`Ab)K0p+g>s~3s8e+Zl_=*yI3Z7
zl~s@pO43gxY()UnXL3fy2nk|ej9^fAm0>T#ARt&ud3bQ+Mf~!6fB8NWx?E)ldA{0c
zetR$;6cVzl-)n6NXoPFNkL#im60_CD5?D++ze`K$VUUT+)>*9mgDvcCAOoSL3{zAJ
z@!U2-%h3PrhvO_YSE!M1wQYEu<p%*biKs^tN@OIc?dFf_0K=?>mazsEHMPWl|NZxS
ze>5p9JRBh=E{;41We32CSlip%Mu7PDPlYntA4%xx?-v8aPCZysjv+TECp2>LaFh^a
z;tGs`iZ5})6di9jGTUco3=<iA>gUcSszng#0^W&zeWIgAl<fQrwN~?VYUNtr&#Q}y
zXaJ*f@$acFeMCyLIhHxA*R2Jwhuc<~)aFq6afL)s!1vOv<HCIY75mO$`HVB$`TJls
zdeeP&K!A>rma+XqR00JB1w=~r;_0*n``csZC*b?GEjTkwyr-CF8qOBTiHeD7dfn1u
zz?Jr|or`@lzR(Ix1k%}%1%FR*Y~IAQdpJ&=j!s2|RDiIiHs9#y&JO+lm2`exbBkVa
zp3R~>-Bf6J{D!3OE9Yd@FBBGcCI(%&&!-RyWUFy9vXmE8V&-`$c1%EdCbXQt?_Uv6
zU0+}4aoU3w6B7em-w430y9G31V3!8*CIMj<*hgo;I)c8xtL2y<MvlLokzua(|NP*+
z-5njF*i_!6JK<?P_(#M$-#6|5^M>YHxJy)U{QCCMIu~p8>BsFPN;d&MYzYG+qiyh4
zb#7;u{5@M&r{b+zj*5mh#zhghh@3=77=v3gOCibpUUG>ZK&%rwe}5@GTH5qR1}Ivk
zz#`l9bZoEf$aPszy>}5HdWMl-&X;1pK3<yNpUk(tUbJ##8arN)l9J9>%yD7>5*V1z
z{k;0!#d;bb*e+T|bt`^Gj}7GFKkp4u+cY_U3$q>bmP_X$$J{<!qvg535!wg<S5At%
zSg%y2S}5pJ!v;y>(fPkq(zcv$Af7Hr^{7ShlYMz}xv;5UwL-D)WaN2Bpf??~vuDRE
z9nZ6kDEBVXi&(a4m_wKk+CQo>9mU~uV<4A^>|0)5z6tuJR<xq!M*>)(0E@j|(6(2q
zZfT$z896yzQ_$t@N9W5jke;NKz2IrSK-YrD#hsD$+7&Opnd%oy73q9sLLg=uH!IWq
zUaTl-dYYZ>aM`YG=>_^ZM{ByyOS|yCWUSm;*5KNRTZcz2FNw=CDa4FPHas+kuKl2>
zTWtgd*!eCeb6)^Kzw`6m-tYZheFLyZwI*x1AAxCzI3RI=2BJ)Ru%T$fC{zWoHUPbN
zoD>&wJ0BqMxt$f&Gv{_Iy0@*HaDIJ09R@_LuGid+$|OR@%uW9!vqGS{gB0C2zErkT
zeNkT~XP+rXZ~JJOV><0cHrxh1?Z6k?su{o9rH<cU##ylU<VJx8BWIRaSrNMu1yt|7
z1QZ0HDFE);H9j6;x870>e7;@N_OBHM28FESrRv=8t<S3J*(-p^E<Je+2z42lC9{PJ
z*dih#MlW~AJ7>$a36Y4zf^G7AYwO-&0Rh!UXG<fifWu(tIdS7V8f=sedW(6J@U<&9
zt#z+N`4%EgD8=iF2JlwWo0~J+@84@`gPUIMNHO3@H+<E9zjSa$5u)!D7X}^8%fRL<
z!$yez{!2nyAcsyyntgD);iv8O@$tS;{mFZHJ1JColZnsgR(7=B>Yi}e(5E_dAe$gB
z>%Qg~LPJMavjR3Q=GQgrT;}n1of<{GPx)nWQMbP=qt?bMWL-)!dPU~P-c!ei7HnMc
z#qC+>Fh$?(qzq^0z1sOCBLl|Habd7xF@?FHXAMfJ+LvmdW)$Z`xa~`3Uq${$oq6YR
zGt!lMbfW=;w6$Mjm|8NK-p&QmnXRp@e7-Mt+YPIBr5MhYQf`geODcYU8>+_QHU&eI
zYO(DRDh2%JjlSXmR!v^CM627?ygG{^XjG9}m2SJdF>h1fPZMqbWTXA$R$AKN%79kv
z_I`0Y>$5Di<>{pKYJ%@-gkE{WOKiGHr7%x6v-PrJy?tni{VUcX5hkXXs%rc=bP0_R
zi|I%_RRVF5rHHHkh@e~gM)#q+{|4{va$GFM`IXRTJk}RL%keKUH1@dvUYxNIPdn4D
zI%bUtVKxzebMg7661!ZEWNt16+M1)Ky)E?jFBXCBniP^*B;a2<Xe1+_HPLvb7jcdw
z4yfMAjVcl1blR1icKxny$jWtlC2IUT0<&jS=65s-so&@N#)1wX46-z7QfXR4r7nH2
zEvIeCrYjsA1<wz^_lltWix!#Rq~FS{D`o443~^Ug%HO&GxsDqsiM$yTHI><hDF;+S
zVDllSe(hKELKGie{ul2Gr>7z>_lwGfm)(K+HaN`8-r6qb@$M`uE#Fgr1Y$&{u)zR$
zfme-~pWoo!ODf6dP##A>%Zm3p%71ALm^tz`xVBOdxW_nMtTbP5aZQ$`>Hspu$;s)=
zGHt$yiQ#r+L;YyE!aUAhrG^K{u&?)yy9SFD3)@Shp}(VVZbqf#6ZepaJo5|}aal#_
z#=IVNi*GoY6;A$c{6qx=a)`j?@NOG%opl54gO*-a=g;H9EN-tmns%>yqvaaYu?)VX
zK_c(5%!cpuLecT@eML&S|9n-z!!kA$aEh&TyYM%E8{f!lw`sN4K25DB=A+_i@xF**
zA7oynufv0Yr1ZrP6!{ZVSg60eshH_0PWM-<MU`%?gx-7!X%82H;>0DLnUPYglKOik
zb!}O=3^e32G~}~5d9XOSR&9!MZS%;pJRB5}6-TBOhb<w2#o>|U?^-rOU7e${>8a6i
z#LAZwr=dD-hKcp%W!!w_P=JUSuxwpkZWbkK05E>*_&8L)keq>`OpjBSFmc(%2Hg)&
zXh1xo{4-)1BJN8haZ(MxvNDALHZ^rILZ>=2En8lP=|^)ji(i{6!rd@+`DAtAUSDuD
zyWL7-=S*kq*9qS@k7Ce67;|0^BOhGgu`E?22KKGH<5!8WFrMsrw95Hd-3l+5CYppg
zcPFy0>6nJd$RIwx-Se%0Lg`@f{2tBXK9OwUd_@B+h(MI1F|$9iRB++qOo<6GN@@cW
z=>%x5yx~da4>3$k2#*g3YWDVa_tzq`c=}w6v<b?j^;(Qv8y@6w)CvW<t!~`xJ1Xl7
zH;_O>JKO9eCjAePCXj*NQO>qourmf!;_Ce;EUE!n(eg6gv~H@sJ;{jpM%%a&(Xc;x
z?-LWTDvPK2zEp904i}xonZ6A#7+rtHQph>JejHOvg;sMYU-Zq+R&u)&6Cc|zD$ZGX
zoX}cY??lU1bPL<~33g&&Tv_`GO2|mF!2Qt5Ceg~xPAjEv^zue8o<`X|lT8kT7qqIM
z_rk*;H$#(_;ZarX>*xV>Opfjb-np!Or@OFUO~n22<F1&*j&hc@+M|(CyWy{L@jvY8
z@wo0jJUY5tTG?TB1!c=9r1$}$PJ;nhm@29l1lB$s6lxk1nRx;x80J?7k6uh&nvkRv
zKg#w;^ZVs%aqT)Zt!6nrswf8bcbzF8bqeD^4Bn5@y!2VV&?<$}rqA=CP#JvG<HDQX
z3TXFM<*F_h`$B;~@%-D1Rq~OS0F>aiY9#{OEmfXqo5WO2&y@rj9Gv_^(cIkb=FY@Q
z80>v*{TLv<D!%(@72x&CQs(OFysa%aQ>O3N|CJ|>V>8!~vc<XL;;wC<j+SO;-z8@F
zg!S*x(lvOb3i)@;!$?a>k+QH%<(L#G(i}}?Lk<rQ*H5&Wk0p!v`0xXA;TAAqLC(XI
z0%*bz%J$uM9Qz#l;>EJN6MU5xaRkHsKdp=D&G|C&Kl45o{fu3!&7<P=JM4)?#iYVK
z9yj${NfK*o<3rXvJ5{4^uLozw`1!P*cGM?TlbE3N^`-FhIc5tY?zYt~)@En$uw!Wl
z#}PZ;W_TOEfBPdpXpYT%v)munXI<Y^th#ow+iR?(6n^(m@Xffxap|`_9wK~ij|UHX
zyuZ2WwUsj3I}+i}GZLW&4&EPQNFf(M<Lyag)Gj%*mn~}KVf}w>4q;#hL$l4}t4e`v
z^>NeZ%VMX;%W+`}upXvosfwH4m+kd_>#s9^m_JGfizoklgb@2_96O4N{+q;fZXa}U
zLoynSBm|4clfKqJnRJHCGM=fDy6+Ir{T-DwbK3Dq^l~5f$3Z-zq%-<E4-yiK@vpoL
zze#}^vaQb#_x-2-FlDRFQDzzVz;fJtGzbW~$+gOvkp{qJF}l6g%uF4LOeaWBkfwTi
zu4X6uxvi(i&2^jHAf0Ux+bQ(;{Cq7h4OdA)S<T0lbpG`#;tNYEw<8%ky&AZF0cT9-
zX+|oZNs{x)9PI{h9lX?a`!ttLyGX!{KyUI_<0k+BFm@){FXZIBflZm*Kw^HXZDzbi
z=G2f;xz=VIFCOQmcs*VyH<_HO6+1bNCI8}k_!Eu`X}u^-jAlNev)pMEd<Q-yY<Yks
zWAOLh>_Y9Ju#F#@NN{XiA}Ur<YXl}H#smqk&pd;VZD6r+892HqL0S*t%eL_41_n+9
z0-saR9^5@Mt9q4dpbc2=^bnwJi~++eSH<RmaQAz|>UE<@%=+^EgA09nz}YPZG4JVj
ziJgO}_3`g}_`Ou=3Zx_hJa4yxvGE$0)X~wYB<0`2m?<LSbI3H>wde{f?TNb+<(r+k
z((=<EtwWo&L!I;U$M~IpUEbatU0zIF*sV8>4-Q(v|9!|yYUT6xelS^zAz$;^g9U!1
zXd<e#B>ittM*69==y&IzKgpZfkmvYMdQ+*gKoCZ7w0DbIvqy|zt^Dt2a>6!8Cnn4Q
z0&26~QorzD;-a2+M1^iEtJ|3d5S(hvt#suRn!EjgJHXIjzbS8KMg<VPf4~x$lYyu*
z8^;3%@Otp=+kOC}2U&hE#~e}W*qEPs&H2qwP3(VF+<Z|%GvfXiJjH>4SE@(~HD}e-
zBuVR|-5_b03``c$jh_~`u(AMiB4Q)%Tq$R~&Rp=_oysbn&u^Y9yxdot6}ru}a%pPY
zbM!Oa%P9f^-mH6<ot_kenOWX<MfXI=n3!LwNq_hT2h#*h;30kj+Ie7xcbl3_7L`q{
zdyztxI3vj_;PCu_gjs5G1lR+CWwfr^B$N%njxl>#IUO%3DOqe&RoU<EW@90C>+AlO
zhQSa;*O(&_C)U_g$;a<pFT(G$J>E=(XP8}3QlTSf@%Aq+FZ1JK^zBr!teseRFT{Rv
zbTgAPp~&6Yc{-V)yeK6l-OBG1-H?>08kkS`?C)cl8-;%q|Ip3hz(e9N3_P=-|8t^Q
zD$<}=c^D%>v>k{n*j4&t{@?@v<XS|)l$X-=R}F=mMLpHj=F_sXwb|Kx4G+-Icvr{E
z_JvkAxo{lPd^y3J->QC}V{8q?wLGXeH1lv2RC=CkeR-$%;h|x>HkP#dgMBO&a%ohJ
z-9&2_r=#5Z`k6fLkzYGHn)EPxo@fLz7USYH39trkySs}jzm}`yD%UTm%35;_O$-ff
z-5t+{6ME-w&6u!W1Ljy2;M>H;##-^KpKE1r<!8Su+se7#K$7%l)zsE9dOp{4{3(Bu
zW2t1H^qP2|qiuS3qkU+#*B@7|T^N{F8cBUVA}_9~k%%h5ZERM&7(*sbEOAJy8KhIR
zVP~acinIy*vFUxE<K0j8=QP0I^-MAe62{}U2MQ}BMEl`0Hfyph=sz=PXjUPLzDTSU
z7;TOrBse%SCZ>v+4nQ)A-)Q%~y_;27^s4Xz46X>GCSHJaU5#^XIsh|g5Rj07FCmvf
z*hSwl;Uwc6YH1y;@s#~d8U6S#$x^#^NurH3k(Z>?g}U#k72OypI%m<jqb{BzBXX>U
zwT8($10zi~UJt7RP15wXf)2AIsb219M*8nLi{DO;mO41OYt5hcN%2^ky$~9n+f&TX
z&u>Z^l17%a#a;qhwYb#55DN9F7j|}cj?TLs4YsEV2j*Bm0mGX|TWf^4-D~=s*ZB-=
zn~8~^2xkarCtB&PQm_|7p0W4>0-77uxfzUg$bcnyzO|(|90JkQ(z0`SsBZp=SPJt6
z==2UdeP42Nb2XbBNC6v{8gNDd7k6Q_0kFZ^GAh58?oE->vZE0)^0;{yF>ScS&Hc{(
zVkUVos)_sx56`2hF%+|7ByU-7K@a==xoE!5)um6SeBixiB2+qC7)*=`9oN+KO;cm2
zf0P&u4DK%gSh&2rSXUO4Vm3DJ>EmhLFJO>CCMF5Jp3sn4CT2B)<bmi~j8?%vH|*?y
zI)re0(<7G;vgeGmWpSv>3nB!vCM$VJ*LLN~N&`pNI>t`JWgB9(wssj6-C39S!O5$+
z`PxqlFP{pXi4Jo(NoZ?PLTr2LKg@=4RBg^7I|eoPi-tsESR^DWE-q{^At51vRG-+c
zaxfPW@sRO66wy3AXiLEl=q*iEn<phyvvDQaJ2@@IB}qh1|AzbR=$hZy$`|+cew;In
za<Kz~p)Q2px5vhbNMEoDrKdI27XjZq+^^;pAXG^B1M~jw$;6#JweqLBtvw&=^zBVL
ztQfjB1$lN>GdW(gdbsb2)7FEJ>}R%~-gl#3Oj=I7=d&HL4PYjCYrEIxd?g`feh>8!
zAE7NSeayMLd(APUZ^@eM=H~NI$CCD|on1ODBNRyqrQ5R=1?KI%$cSrHR8-|n8xX2r
zZCC27D!&3`PyBnGo`9Pi`|?dk{T>XJY;spPE}O?eiuus!s4+0ge~-7xFt&GGL3-e~
z{ZrKt4;6gV*Ia+l4zi94{d0W6%-D=d=wROv+Rnk<+)NRL%iGg2FeKzV2Bg5e)r+^s
z)MjsBF*rCZDYuexPbahPPVb$I;K<O{wA;A`9_kMXS3~?@P-=UYkbO#j;qiTVSlI66
zj!^;he^oT>@ox8H8cr&uo@6w?L*Cz;FZZOx2m7xrUD)F)=xCm4$RPt!-fD}#IgCdS
zjmp1`nI8ISmG(<zTc|m~vC18-b@Sdpf&oOW@-Z2>aUvX_3n_3pfTw$GMZkLbxTAL9
z=E!PzG>-QH=oRbUS~1273&$Qpj1l#?xO?~!YkSATCqt4KclYIufo)j8?J2;5_BAzM
zgF=wXn)zQh;<6^Obz4*`<#A9*cpm?fL}FsIQ86JwU8!dYMyRp5sFVUB*GqnVEz9Sd
zTHVo+h|$4Xo03pm%zt#bN#P%N5SbMSNkoVFCCU7(uwIMTlD&woty8<TK~|<~XAPNH
zaIDSqR#H~BPVzr6ip0WnU2;J9owIU{8%F*QN@|5Q)H77HEZktYR|bbju<ZkzC52+X
zYfM&ZxjGSTJ5e-MZ!#y3LU3ZNPcDC_Ishya7J*_d@`W8JFA6X)Y!iz~F!GruQ`@~h
zo4GLGD)knd_>DVJ2*%|6KjoUj;Q3lz$*=GTE47MEq&&DkCq{O{${2_``6rSzHS-b@
zuIu=%Ve*gx`tpk{sZ?SzK2ZzAu|KrJ`Y^b&My-%J2FN?O+zupk_!b6BGJb#4+h+I!
zeubFo`C|HgXrh6Y8oRboDw=WLx;e2{Qd8$D(Rq?Hgi}L6rhNyOmx%ba>HT={U_9ut
zwI>yMcOK^7Z&lYN{NI(R0m%g&CIC|UW~Cos`1sgH21BA)Sv~k!P~uP+<fOJa?d^>!
zcE#pOkN0+zEe}2v=~M3Ns2DC`6Quirc2oKMb6gHMn>A%i)P>c2@MYFk_ud?_Dvz%S
z_FXoeDNcW@qG_+MDdH1vWM3b~;J*|LR;(j9DAPT+Ih%VC@(<<3Q9pM`MA7TNLP9=2
zj&s#&7n^vS<joU!^F+Zwvwl1|elXD)o#xB*CB#>?q>iPZrbuFA`%R4I_L-20Rd!Zj
zsc6F`y7zB&2R;L0?eTo+B8P5OGa%2ZT&$f6ICpxW68ULpiTYlP;cJ<B2ch^xXHKY?
zPtMGaNA&u>)cscN0HdbvIGPFGmWZlhA`d)H>ZNGj-hMNlAh@``sgZI$!XYMxARtWf
zJ3#Qq#Jo1szzNiv<_+UG%A0nWHrTq_H{($cF*P}hqNKeCMn4U@0>E7^H!?onU$q++
zKz5c)bir`$gI-Kc<0<5(W<D>+^-}jMxN#`_elP5`XlTi(I79Y~Wlv_wz^t-|2f#Nw
zOgH_ZkthaN(=apmR!wB<m51j7z&_~cjLIsRoo(Bg=Fn)}4>tGqz!uf<Ok}!Qo%K6>
znhD3N1on9@?v>A8Fa5VmD=EIR2nns?o0H3euKcgBZ8|(+BBrPLbwsKwD5rbJBR1*g
z*a(<tvujIFIhg-045a@h`4cXV74$2|#*{8<;jaqR;l@BWc$WB`c49Rn)}h`e-DE)?
zuWibv|7XUe;44A^A)gxxKE6z$yz6Q0Vru{`v%-ulF`t^Uflc=BQMLy;fM$6nF|BR(
z;V~@ag_P2tva(L4jdRl`yy@!5GUNNdTAUsY-FUTCq@o$ep!%j})`YVnXhI`+LWg^b
zk7=<LD5Lk#2nT?Qg^$Zbk8?!Na|gN?!3!VcxkI>jG4_H$uII#RdPqo5Jlqb-rKVLO
z67`d`qfF%P>P*XgHOF;1=<*^?c$O+T|Ax~wYfQdy)UR4wqzPzSkNz7t2Hdc?loTo8
zwz+l!KH*HJO24pT`wm);Zs2Y<dc;y~5@J)6DnYim$(&s6I%62i13QeLag>xU&aV3!
zQeV)up9JQEP#}CuGIu(|Xa%*xIrYLG>af;52?unH_o+*T&x^(POF+PRZ~qm}RwR*y
zsND$Hv>u4I7LL~~rdG0wZ*p_)Z?ELrAaA?wSjMk6-^I$~Yi@EFHmJhj0Eew5d3@EG
zQ7??EWrG>p@(biM)ikYfwl|vF$7A^?tA1y)u(nNc0^FE>bOnAT`_>Z<X9fAhRJ*n-
zQ0>vxtOlBljOW3bCJ{1hl}n@juuE&%qf=cI4ooma#<FZB79Er~aO+(ib^V@SmP~gg
z6vmrUz;+HeSbZa&95$kz!1`6%R)}*EoBVl(1A;@}^dxFRNXZ0CE((N7^%vhiM7ps^
z=d_Id5`Tu@Ig{?bAJfdi`3ydzU1@*`HomZ1s1X-WUr88}D&Zl5V4d9dqPdw-&!rfF
z_dUAvqh1NO4^$C8bv}_>Ch-QW)bB6i-d<j@`i6uhymR}!-3wNg=GL~jV1QE3-1*jH
zUD>X7=?uWYFV`jCqD+ASl$W^)yyIqQNGV=IS}y^xNI0nMi3w3lcGm&_aS#ioAd!%S
zM534|dvG)7pj<gs&vHsGC1s+^P$r{=(vww?reafNbeMjAO#2~&>9LoC>ej|8VJG#P
z<K=mnbvS(_xV$=#J^Ej$x@0hw<$3jr?fPxl6Ih2Zu*Pkqx_<mC@g!yG4R=oy-%RPX
zy#I8J*I>N`5Td~Kk_Nwnjf{5EE78PbKG24`xc&EEMy)D==MgMaC)O6nT3At3&K1ty
z^a-!>a%u~nNnt^OmQ{58z2uFB;|eP(Dyq#&U1%se^}=bt3X_ln#W8Ggs_H;_65U>j
z>QsNfRLa-Ob{IK+dIq+%WnaxAYkNOIb7t%iorp%Q@$!ug1|;}gW5nez`X;8=)*|3Q
zS+{Y4Nk5Q8=HiOP!p;Tj$;c?rTm=}j6QYSvtjItrg7jo!&PCE6$Nt{LU9luCFeaT1
z8#(nY*W*RBttQ;3T)#r3{~o|F=x98|LP7aCiupUqn*CAma&LEWsK>p+KSCsg=BzH&
zXoVE3MILga1V;e6$hf0NuU=vDe6w$2W;RoAt-j%TNGJn&j)>2B_0KW`rX%(Io=t%X
zK>!hzIuiK%fAUgJ(9e+7n-Y1SReMEgG6|tHF+>mhQq>x0Aimt&cYMjtzIxid?|7(>
zEt$Qxv!ct=ZIf*17B-Lgwc6J1$;cib$;9*@A5V4*!7uLe`5Pech|Nu=?khVz06Z9+
zo&CLK-6tiXUl=*6gz}X!oyg9vOjb@zIP7%7c!(>yg&|>Xzc_hx>}h>hVy=Zo2j-!m
z%0eBoLiO=AzvEEX^HTSjcFgR?Z;0I278t_N`Qq0g00#qQkQf>EM@Y`(Gg<B-QFiU6
zb?4InKb{FLh=nXDv{*&%ZSyk)3>}ngv1kW3F+qq&A!IO<IyJzh8)zd}2c1yh$vFgl
zG*^rc9ryz<$!`EV43&^j_w;t2<UN;-jqM98ti@Ht{J*iW02lxIfi*VPytzU5jp8+z
zd2xU;GRR6B^_uD?0dSCi=ThJL!?UWEjoin_gOfX%a(I}b#Q|I&2IfOE+utg5xX<0w
zlfjBiDx@GUBn_WOoZKG+qv~(sE8DT`(ZuN#<;fJ~@l@d{tqgN-v~^dqeV?ikDE>>3
z=3f`J94Dpit-}CgJ_#K%9ft_V{_-UJNZZPHSCSx-(=Y}!Gin1S4s>?<-&==2>2+5Z
z-RC%>jOE^l{?p$ikeB5a89+t$dRxj};r5wm<S|i*B)5=9A=E#%h(iI2=4iH{+#*Tq
zWVT?_qn#gO4I~7FMxz}e;M`;v75z3HP5kO{WdKalimhs)!85QuD&>lEG_|^Yt14`e
zEw09Bm(q7`7+a~2RcY)tk`x;mGy6zL9RYxvjw+oVGQ6?4fk9voHD1CW_1>N#4!nN?
z#l`h4`BTl@Nn>*}AWmOcbvHkAOz+<0Sf!xcIXU;*u;dDq=kHm3>38gpCtw!wmJVZ*
zqLyO^4-SMF6qZPbNO!Q<4RD4rkH@2wmY}3*j#Y9R7Vaj7GO-)$(;>?^Tj|BzRO+Zp
zTS1Z={DpmlbAy=fcgDV~U3=ZS85Q|?vSfsX<!k?#zsj}F?KP^zDl|%AAiXc8KOBlC
zzu}IyIo;u+V}?J7G$Y$GnO$HVT^{;xT|`RGDwkX>0dxUO4%9mCif8&hEaOe81Y$6S
z{{BruO%0>3zd5jhJjGvcYK4hNPalXZ6rTregER7*p6MW4rSKnLIQvV2_3PJ;D`GHl
zSZ~jg*D;zxhQR2;=yAa+lWtCHDLra=8OEBbQO{{nCX5@6g}>HTLd;MlbzLHcP@w^}
zPHXdydm}NE5|ah5r9-5{0PWP5;F^y}iDal2cwV?q8j8nOof#o%YELOv!CW6$ZGvCk
zl`rEb2t3e{8(tW?Igw2IZrSJUjLf#PuV(gd7uV#+`xGl1n^*~>2@Ya2rBd7t&Uv?o
z8RfBT`sj2KB}#0^2LbhXCh8%9fslZ;c=+~wTQ4}tYU<+Znh)F#wB|TS*z_G1c`h+h
zgK%6)yFg7h<?}-wZgj5pSmGNhsEVH>0UHe+*S#-h9>(X|ktLRNA{IQMH+#p4LDgWH
zA*ys6J%i03!}K=dkQAhwew>^(uHmjO@12q8lu3v|LzqC5jzN==mxGlM2A5xomQV_p
zkOr5~3RfS3mk@HNa$ekUjNiaH2F=zYN=R8KO~a!HlG6DCbVXV@8Yu9nVp2-gACD0i
zO>#(GK+;sK>pEW5$h+o&in}Psppsay--z!9RjtT?EK*J^aA^881nD7V_l6NF^3J6f
zE4o#O=aNS%15cUN0*<E}PPJY=8?d{=hmd*Y(z(60%1?8^!RG2nq_-f&*2Xq5TW!Nq
z=;e7s))a2w4*x)C#FBf@#7}uZV@55faJ{gya=jq-0s9sLYP3@$ZtOELvhv~o>~IP7
zZ?K=7wXD#Qo)8`U-cPfyX`bW{xDg3N+7G&7eA#)<#pLEUVM9uZJH{w=lh_#4*yIQh
zhA2SARDKdMAJCx-CJm~72<G{>GD%u1ZTaKftKB!P`%C-CPzj}Vv>ej$^3oWQaL14!
z@E(ulNM*JHH1q)o@&N*J)1(oaQJQaARQvj;Xs$phVrVG#oogCs+Hp=pwsT&0INcxU
zY=@Ur!AY4BwT7d^#srUo-unD2gpH+3a$HXV_d)X)$Rx#*QeF?z{|bqCf=O3}Czmpt
z+$x%ht!0E~rM_*|3CC_qQW;o*A#EV-y+?;M_sOQUR$i(Fsv85#1xBw{MnXpR6PS5X
z0UR8@%eLNpnWU0AXx)hZW@Zh=Z&;y(#qxe60s<Mp7&1Bvim;&}DZqjU^CMYABPIl>
zVf@}P7s{$z&Wm{ojdymq)wM>{bz2-1RvV^JR}^Y4a$KWE|3pP)3CO@uo1@tsX`3U=
z*+dhR7cT`BORj`NiOU8jW!QJ18fPle*-vsAjdA2eENYFcM?4Qme~*gj&n}0Q7XeT&
z?=Ig0c2XphMGm_~4hJ_hw_0=5VAZ6$OMY%_m6)Li()Hd_kuk-DT;6UgVJSbexdf8u
z<{@gWKtVs>gA+*a3#qd))v!G!dNsvQnN_Cj<Fam!7T2|``YO{vn|8fPp^t0inVFfZ
zySqGKhPiKG08L|qp@XW=6!<?A{Q&<Ib8)FVT5GQTH)k(qXqat51KhQS3OI8RD2|Sf
z36U8*&f>rwdy2q}h1A{YqQbv%UA;wu|5L|V#YNdgYuryn5u`&vLO_sKk&qG`1f;vW
zgb}1eKtc)Wkdj6zk&+xjK>6rY31@^66_5~+E{U^V{VvYAI2YW^Z<u-ap1s#zYwhR%
z+<e$DyYs8<*qq;_UX_Tg13sw}Xm>|xAJEBK<DYvy4kHTb)!h49q=pKnK%=*+^IMs&
z2+}Pd@5*`ZPLop_=-Q4se(I=t!R}TN*+qpSvMJG;ui1QY>G^FMW*(}&w%O<`R`=W6
zVmNk3lhmHi8JvQFURt(?Vk)NlQ=Eyvbt<^A78j#5Xh;Hz%%AnCs@*LWQS!Yazho8P
zgH6yvw`n=j{BGZl%*U|O-mSr@kK@8S45&KIi(63s>U@D)M|zi9ld<!TvCNY7eXVf$
zcvhB4!gJnuAh}U>Z)!xyBUjvmi!rwA<IXCiK-M5kq)V*Ww+4MEh`_3xa6&-&M%UDM
zWH;tq9GsNSlG5a>jG|nbJlo=L^10q9<dBdsCMr5VB#FAY*#}eNZY7^#++{FZhMFyF
z|1i8=l0O)kXLO5(mG{TM!1daIJOSm)JW@&3!h}$KtTZ=cn)(L5+J`6|U(9Z(a--jf
zalca(X1V4Kmr2v}AM#TPKs8yU7|-$-<-55zLyZutpvLuuJ4nReW6|_=&&aGEX)k^3
z>N4i4zjsSlIe8Ero%=+Uji-;tbfz=j*p{|Xbs3Pilet8fJmk0_!mTyDBVap)<{Kf(
zqKx2rwY88@iXRJoL)DHGw|67+>MFPIH@noD^ZEg6Qtxdotwc_>;(~%xH8`ibM`fHc
zSAjA_+(O7@4rGDBPvTO0<uwWPLfoLFLaSh|n~YgWTqd^kJoU!9<p6!@<kX{fl(V#7
zvU5en(&BizUdmBFB*w)Tl<heQe-p35vp_Wx?nKaPQz;PJAWnTlAYqgI<684XrTLU9
z+}T-2p42T6=_405;AfeK_PrGxq=;_`3<=R2ltxCT*Z{|Of1-ZOe;_aKVmk|QzO2RD
zxF<fQ;s6h5bHoK6E(VlmKz1p#kG<B^)KuN<?}MwtxF^RcPwqEpHB?gMJbr9JB1_0Z
z06hp7QaC&|r9YkzYYJp5=KZXehK@K09;mZgLwU>%6`Ek251{!?#0Fjyk%dm<j37<9
zn13TA?xumA*wW<Ld_@Znk`~XFoQXJ=&Z!THE;9_jy+XQAkP8O*o((>*Sa<t19rwB1
z>-d*r|F1N3;LBUYy_-w8q=tqY3bEC(<6+XXXMk>G`1ritSXQ5oNro(Ki<wac(!gg8
zH&owZ@Xh_@T@@TsXZ)Tv@zX->{n&!o;kRsmDJlhx=l(~Rmlo7+#kHqPaN$?s4hiUV
zjeGZa;SMR!rkn5j4-v<4<Pr&R4BwySm|cKVDt+JVCzvOz=lO@lJnOi<Fef5xNQYW=
zcqnz&SfIJdt7g8r$CNesiDh+b4=VRn_Xd}Sq{$@?9ftm$9-!`>n-;jh?xj_EodCQz
zoZb^=W**4?#Yu0m&`R)eURIH*WV^I^*ImfMtf>R=?@TFDt*)aRgc9FI-$f<|DRp|~
zi1iJb75Q4Zt%QYzdHx)a)hSjtBC8L7XqK&YM$;GCttTHm5H{vsdNOHhE)kSN$i_B_
zC#I#hTYS<jOD=f$o2mkD>b9CF=Pooz!g=S~4rpJhVFxQu02*&?FbxIEA1?q};r`()
z@qf*H@JQwT4(>iJ=0sk3t@QTB=G58GZ%KJB(tt)_Lz!<>Ev-a`g`nVl%p8U9cwh?x
z#YJ;T-jUW7bHZBItW{T6Ka=tm0?-+#EMVajp&3y=2PEzpGN#v2l!zV-Y%^eq#<9wn
zFBqawC*ep(oO7VL1Y~}%apmmt@?bY>kf~Dtga3R)$ZzhRNb2o?cR02vG<vwq=|9)n
z3?re?R+JgLclGQ$xnlL_+T2)dqeu3ks-3Y|PROO=6|bbU0MbM>ZE}hpI*R0ubiPaD
zES<8lGPcEE3`~UPQVh)BmBcOjs5p;ct89>7ijk3#L!EK|xF&cdumt{I7DK&q%K_Hd
zekcpE9Z}7epbd^be?`c;BSLusw5O#lN5KE>?#<=;LM!}^lG3;Ku+JCN7GoqnH`RA)
z={;9%O}xH?NlL;&8~DdiHhSU|bEa*E*vjGL!kfbD_g9|wuT|RfZfojs)1<PLT-?$m
zB`3!W)c5<BJ|2~;1ES3dFd=XoI5<3n@A_Ql_~GZ)!?n)yo4=-V;pMJ4=ID40((Ktj
zp7WVn@EK|)y2gQ`sR;=Q%I#KwC(;1u-fo%D(F{n)>dwyjx#8T(4P)A{e|d#~<l_Bq
ztG6`I%I+74tyx#Ua)s@SU+It=-@1?0b60G$!5h~V(~zO0#KcCFBPH1d3D1|$;M$)8
z6_J(2L`gw$G4+atAh7kf)z#zRMd%V5f*Lp)6541829YUz2E+h%M-Q8{1-7{UFH!D?
zG`#o3{qOJ2u+qd!tw*eGY)}KgLuV1Nr59VTM@d#wG%D+52-s|IZ{*&_903J2wcNn0
z;BAq_v=qe!#ln~g-$tP!htPwETt!9Nb%7Oro^Tb~-8~|o|4mPPNRUJ4@^}L4)%042
zy0vlPQhnhJ2i;fUjs&=-C-=az#eaLr3Y3Kp;h2DAVErutIrRJbq0{OprNPX~>Y}C3
zU&$gcw=)$~xiu4R4dFAqc24I3H$BFZ$+5dU#T&v-vyYre;Rlg5Wo;_^T4S>9g^+0x
z{o1}BQ*uMOK-tpRIZf(q&E=6fij|d?a(4m8ZB3EP!CIH899lm8JkXASwzaCN>LFwt
zb&@+uNnCEbt5zpKM((o5T%eH=6<<l{-%CCp)6^%vGJ9>`FYdSEt$$Q>v>#lTG99u{
zOGKk!O#7SSqXpAOB=F%|J3HNDV|5>&+}73A&2BX^bK8EnrP_4!`p<pqD|`PyH7P=>
zT^=6XB*~6e<0|Ut_6T`$W?27DcQO$B(!42M_pYN&Z2DPV5u85v^=D<90+E&5D!~5b
z9@b@LyJ%N0Y{4~o)j{<@SzVpCqpi{}bwzSL()Z?ulU{tP0k@cxtZi-%4jqD7X<aDr
zdAPZuHE8JfvcjS*2UddH>epLe{C*1jb<^+%bwxo@k&w$5DJm)|q$mar>es4nmeMV$
zI`!h|(GndZwwJq-clJ_93!&pJD?+Hc)#G+7D3&%`Qo<h{aq$(4MK<C}VBv(56M+mD
zD6ViIh%-PXj%d%3gAcrhG=KU=f#-wP$T_p;nhA!2)nh2F+dMr|$&qanvrHe~g|M-o
z6m>3J%Yx%5=M4GBPxx$?Ca<LE6kFS}js~}BhzN>>0U#nT(#X9DiBZIt783>fB5|Fg
z9o@^EoVbZp#>m)MJFwZA_mlt+6W`;*9oU@UVa7~OPOi$O6FWu4&;53|?(va|yU?V&
zO00%h#-J+TfoH-VYvkwKb%RmJ2z!;Ed9KLpnQ$`ZK8Sb&kUS`<s~16!0M6`dp7WX@
zy^q9Te6p=r0F+nmoShJ+zbM_(rOMEP8|cs}-Yw4y7BFl2dfDK4A2`)$maR<QXZs`a
z1vE1Tw4$KAeQk?{effz;=4)9+UQJHw>AN0v*LK+R6RX_Z4z5UMmS4Me4qaef5EBF5
zE^ikD-hmy4_VQ6#89y1^F2Oz^e;az1`kA!9C@`;~;o<8bz}NTx0>Ma0Ma8D~DQ9r<
z6^oVkNl%|HIuRQ7HX8J}eaaj(<>%wjtDGxUNy8?jM=BAuE`Q0k`tpUe(T)Ke+3qSP
zi3B*s9K0PbH}U<yyrt^1tB=5k#B~XKO<6^SLD)gFe4241R$I?hpDs(BfS9oG_~5e4
z_A<%8PYB+3y?ca)J`pATotM$kdcOd^_v>I>ClLCikmS92|K-7-CkOd!$|30oHRtK6
zaOR2%aQk^*O#Wt{*Dhb7ijyzeJ1%Zl^2U4I80}>veOZOBd&nOC@!3IW&iTsTqxy>b
z-`2XV_C4t(XlRI;9`(|m3WU|Sq|qtpDim9M@C$1@ga`QzfarBaaAnzpO#?rdyblf!
z=AS=Vy02V%EB}MxRO4`lNHioL(3|g#pyY7%@R){zA@~v^q@@A5HYpf%F&3=AE*g<o
z0A*RRdNw=ad<7;{Kr)4(40V{x7_`mgv*1SxNSKOOQ!KTRcZw|C7_(!jJ!SjXv8{Gs
z$3~^lNOA{@H3UbjKG1UXz_<K^T+uF$mYn*e^BBX~`pkIof<b-rf<vUJT>nFvdR^nJ
zgJ29sj5X-s8hC1qi<%*xdt>jv&zymA+S)D_b@q}&Hq+BHs+QC_>6pa&GSYqT(ZGNz
zl5j&!d7|XH(tr9lI1<&Y+mMB%@<P6k9C3NsVyP)Bi}4=Q%|A^@NJ&GZJIJtoSwNs%
zJ{8^XEyg^E|5008d+)pk*sUyC4sI!xrm^-64%RJf*}->baH!FxmT=3Q5Kcb`hL0WC
ziWuY5<?AB{H?X3o2Y_c5r-O5!xVSjo-Xl;78GAf{)y2Tz^mP*XclecRDl}8T_$Lv~
zR6gD)R?9f958D+X#%ygbN&9clY)`mc=HWS;;C_r){785$-d0sT*LJv_IV)AJ-w$*R
zXw*62{{fvCbRTdMg*=Xlot=FiUPZ92^ux;5{d<M?rhhosm{;0wFX5m}j6|Nq);6;l
zKNYa^r{@Pv9kAvyq|wPt!i(tTPV{wkMxUpqq`U<^47dtd7numcvl;V%WUj^#PD?mV
z;bWE0(O-Ql=$)LJ8U?@+aSe_i;1{6ss6jbIgCaugm!b$s=m2)Q;rcZg^oSu>>Cd5v
z*v#P|y#@d-TPOwKTJ2L)7BfG7fC1w!q~@Ihm`U~+h5Vl0UZlkR4$)R0a|rG2?=TVP
znI$}tnpdFxM{$my@<96a?)4q8sBzi$&K$h^ZF-s`jzyXm9s>GR?Y+H9G<0;Le9bmC
zHuB2KQAB6YR=r^feLXlODk`e)x$sdQkVukj^~-S9av*e+WA(9LzMjMm<WC4V)lUMm
zNfHzk<aTu6`<sy~6hON+K$$`*P(%g>28k&tcH%($%T(D9v%pBqnmj3y{E?{{uvr0C
z{d~oEI*Y))!da}xu(Z9ehY|8s5cV%pQB(7^q-WL)g8xzb$cPRNEv=sTc-FF@&k7v5
zFg?f^K!_7&Ug?tRZLvIg-)b60+6jgY_r>dh1nPehs(R><VwK*d`>!Z1(({Lcer9II
zQZ#dIW21(Ngp{-n`z$NVR4KQ(wY#j7ukua19Jw@NM_^~+f!TvSu)Dus4L(o%+splG
zV)zaXnZwbgWqod%hkLVW2qhI78tMwRhwC8P*4EV>En7Z4(ZZF{cQmeA>bdfM^&Yn9
zYpmE8geUoA5ybp*qARNVg8Py&4&%ZabhvdM)?k@?S>xw(mRITF=Dz@VFD9u62@t7s
z&#*iIp&+(wS(GvM4OGESQ?1$H)wc@nim)VRcx}W+MNKBm@Ha^7^2M=J#^{ux7Hbjy
z_qJoN>#95#w4pfYTERC1x&&i5X}IYQcP9;&RaMX)NDccG&Qx<6Cb6Tto0^VJ!NGyM
zq@-jLayh0Ou6el6=P0PC9&4A(Kw@_)4=VG}urMRW(_#kA@xU+o`AL8c+UY!K!JImM
z+8w6!?tL-Knon*zxT#m@#T%MBaN50BCV3?`=^BD}GOBk<2kHW2$5xUB#FBw=1Th&|
zeHk^s;p@DQC|#h2<^N`#0OUn~`}c_n-3#blTvX4ILSO&Q*JYU5Jc#TPNuL$iDT&F+
zmmrFAd>k3ctiz|Lr?=zrW-tg6w$M9w?ofaw7Q2W@ozdq2uK_%r=nAez(G!I7A0IEm
zOq5$6Z=p)PR@T<mtf9Dm0oB(FNC>_|qrtn1gOgMK1iO@!DY#_F{rUSfWkJN&QUcOG
z9trOy?k3L#_CIE5l?@GslRi@c5IRsuBMG6GQf(CSwFa`pb&#wXlKC|dq2e}Kcw5uq
z>7nkShDoOdH?tQom)0<1f%cVQnPXE3BoXjn(E!s#g7R8evKguq9x%lSRW77DIyy@2
zIAMYVl%q20_3NvMfrdF043723esX_9Av&zK?^*MoU>djdCrlc%flVS3Bg1-z{sezo
zc1a)Pl-7^<|K9MT9$Z{Moref|Di6XttVqbx31oG3Y2XNf*-HV{!c-hxADHLO5bH5C
z1A~B=c=Qep)nj<Tj*Cj1pJT)cab1NL+RYQNL~X&U5NUjSE@2Zv$sONze3WV8+!zKE
zlM}d)?)Qb?4Vgit@`2%R^zl_<f6~DbK?)C#u17Y&V5XSI{w7*I_vRqUl{atUU6Ikz
zHXyhI6TZ{Iu#B$5)gc+vjkmC1#9hChI6nLpwCvOZCu*Y2iqK%{gmW_~M5Yr>KEKof
z+=QA1qFf{}fe=&95)*$1=;#L+!=`RTMMp=*$79lPLPCQlagF`LCRy3p0&S(buXy8Q
z6*%tJFaSAe5p)<95)vXkkerB41@I)DE*A1JF}x?WOUqWOodxU&*goF1$_iaaFz-d3
zHDL3ETnS;E@$=*57pS>Z;r^rh%iZ1{EUh@LHgYP{vJe0Fiyf1%nt@n~kxvBteNQOK
LtKY6bSw8+B(ICc;

diff --git a/_images/parallelSDC_preconditioner_vanderpol.png b/_images/parallelSDC_preconditioner_vanderpol.png
index d5815bf1316f347e3f5827dc99c9318b19bfb9c4..ac4e8c496338052a378a752482f6c83e2ca13fc3 100644
GIT binary patch
literal 16661
zcmbtcWm}bPutgC`=>|c%yIYX%?(XiCQUPg@?(Xhxq`NzmM!Fl$&3m2e{DJcU9`=U)
z<UKQM)>=cbysX#<I9xag2#607;=+m$5N|NR&+Rbp!FN2N6i=|>au!i{R<bj7b~A7^
zfsiq9wzsx(wze?*<Z9yRWMOB^LeELhMEl9y+1cKSn}NaR|Nem9&e4ovsuYbE>;%?c
zT*C<h0?FX@>rJ6RfdvG_=N}Tng39ixM`>>A=xR6p0`M^6DDQeCtMs8-79g)N!`X20
zf+f5r7uZB(h+V^}`i4qGt4Kvzljlis!$l7zABqa~1wRYFshWU_Z|e|Xx7L2M8V~@L
zI(~7O<7u`twz&BBFwJxPjvxtH=o1kUQ5Fe;^QwWWDyCAtbXRY0faz#5lk1^61S%TZ
z{&E8YJw1J6bF<^l2#!vMrjSrJf`0A+qQJu;3jzW{qsIj~b5a;I5<%e-kMmw<hVQe4
zygc&nKqLxgW>gZAv=nfFEHUF|uSW?vxdPXtrIi*pBzSoEIvY$(Okoibg)&Vxh?UjV
zyMHAWr<a#Av-@PEq(czg-jBgyVLfwm@nll*6ZJM)&8|m7XPf;VmwPC10YcmI5UFWt
zO`bR9^l}VDL<;XG_G`psWf9$uSF$Xo^GnsMeheotOxKvnmFu>JNRulq->5*6g2PJ7
z$XwJdFE1O}+36YMO;1fJKONjBCLF0P)c;u0v-X_z{I;;5j*pMeddI0rq{DDD(R(F1
zDoJ)JNLglCpB*BB5q>{6dnG9?z4iR`0AZ<w1{d(7Ka$Yu(!=?ma%yTSBO{~!NFozN
zt@-4SW|sq00s_QNa5q$P;t~_F@jrfqKN_ByiOtO=)k%i#oGnp%WAEZJd&k7ETv2HQ
zRoAg_U3>$Po}T{h-8=JBi`p;Ex=UH12itgu!?9nKIC*Yp<7iao3QwZjb=fRuCT=hG
zF3<YM#v%y#zS?gMpnTrv%+Ag>pD9Ek5e?ISy1#;W2L**fNGO*;ujB0T6*d@7aNr49
z`$%UNU$RMPFL7W%{O{ktMA|w!BB7XcJ>ZH0kcE2s`$Kixz6QVlfE$!AlM?dn+qZ;k
zBP**Ct7&Rh0s?}2_AG6M_zE?t^?1YX3bad`pSa*U=H2zuDt6~e)G9g+Os@XTa(%rl
zESIAoQpj>A_wAeQDUr73Q&`VO$4P_kkPsI~PpkB2+=An>v8<bHpc2U+5lzRa?{>O5
zUPVpnq&s1?TT7jom{8=&NK0FlqF5T{1{X8k01JicC4fx=Ns_E)S8k^?Q>fEY-}ewt
zQ{Z@Wtdq=YAtWmLlYo}`p%lD7GiG9HD(dd;-sD32^l&r(`r-4>ToP86u>z?=8OksP
zipUZY62`{Hl~(ig;KSK=PP$s%zklQKxYB}OY|j<Ns{A;Co~~Eb@=j5p9g0&L%#ny8
zueDv(TsIXL--|UnH`DfX|8P>jcF&%tE{;}*ifZCd1FIGrQ_D7dLP{qtD<YIVg6t)b
zDEU5aXoa+_{=av^eql*i85(EXDTM@VDTBoh(}nb7_$dcTTsE)g?DBH!Vq8GYDl{TO
zlsv}a;rhtyVc3{C;v<i$=8i-x3bPY)Q@nfGO2y;1|33Uq4Ym9ijpMKjsSQE2Qq(U>
z$Ss+v=Eau%<yb=!E)3XU=FbCu$ScJyaSsxj?qfw@K@@ebKRrDqv6w|jzL5m+Yz*73
z$3$-Nw<%}|iU0Q7#Du)<YIE=7-31Q67w1XaO}eCgQE83mjjij+n$DgpG&FRaxUzxQ
z<)m0oUms@kQ<~e_U+_g$9gd0$6_pe-cojIGw81a3p1=1lPKk+?wP#}D7l;8Ciz!l&
zT0}}z%W97&78h}pl$7Gy4_BI;aJU>vgM)*^2nEu?l9ZN~KE1k{Ejmx3fBvJl?d&WP
zM=iNJ85@gUcfGY`Tz7<80iA$GPeWlrvm{PNLlb&?>+bXN<fdAx{^ql-t!)(dYJ;5~
zf0=aA@p#9=!h*h$(eFH|gc-*~p)X&e28~(GCq75cNyM^u-S{!Fv-ZvEI_WG|hy7#t
zx-*i*YP*sMqG_Vp#fq4Oq^iDtZZY`r=_xoQ<ZY%-i>q>lZW@c(SSzNBFDfc(qw{{W
z=5npY^zHdDLseB(76>D7Ie{Pry(Um=YwJs+LVsNt59A*y-o1&r0a!cA{I`D~XMcj!
zfXM}81u_LCI^0r&-T3+TFcTxAd)dLW^<s4ZomPEe-P6^)o^rW%Qj^mz$i!dDH0!XL
zjbZrt`R|z&h3wv~Bjwk8G4oEzVwp+jqt|T}H#R19Y|@@(_jz<L<K}hwhaM3Tv9+~z
zdbgXgxxL*xmc~<8{(y#umtuz=lbl=}M`!XqA@2L$Vhu%x*SW+#PL2_H?jm`TahEot
zQ6RDBx64302j{kZ4bNi#0t*j6-N1#<?HmN2<gV5Hj-A}LGPz80PZWum`C>KM&!0cP
zF&k@Z6+}}kDHSP_nT{k1{{H!)s;&;Iw&Y>+&!1l>NX)FPvFtX~ea5OHoxQzK91Z7q
zr7D=#0)(Cf1`O^8;SKgBMZTUZD=W8`({dMeNVu%xoBYbM+Y41j+8sV^oyFghqtnx6
zWo08Q=}keZD8|TbZ59AGL~)f6HrTh&Jf`+ERjEj$#<U6_j*@~j@B^Nxtu4I}%)i-^
zeh@(r>P?Phn|<NG!NHA;j9iab?lj9E#l?B$K!|{p5>b^^)h;uMQ{3@SHjVr2dfAS}
za)y#^H#_{ZecRWo+m4rqj<*dGF21Cs=V&0T%OiBIY<|iraK(jUF}(d3a>$%iI#L`V
zB_8WGRWl7M2WKW4h;z>_Qc##W6pTi3X%Xn(W7WUyKTPSL-7P$|lf_<iHq6jrf4IP8
z%!~t$U^wuL=)PJ?D7zc%9vkfoTJj>tbORN)NL*g4`6O{Xy^ds#Xt?=8C6QDDy~$uS
z*?p~yP_~c~3I&MXsG)Z6herFqZ%s{2A-rz?20DZNW}s*L`}^C%v=fE}#ss#HPH+`R
zg&@Dy&ymqlJ)A3QP&`?|$p(vu6xv@<f!pWc=4SSIdzQ-M7ICpV&SKF0ZmG_yKyI1(
z-8j4+4-XGX%;0$&y>?@!84a0aiqu(xJd8*Ha<dOgoD#V4AK0wsjF)OHq?4GTJUt&2
z>29BzPe(b{Pycj5)+NM#J-v_OkXWwORPs*Ac2aht-r3nH)oxPEsBgtoE>aA@WwYE{
zMu6o*JOAX5$)+hkSm{M>+>Vgb=6S<x*aO3Ey&(SwF@{2p-Xw;Ul$sv|@czz<%(`hT
zjHp_Lu1QZ23dnEU%eUFuf*Ly_;Y(o6V<p<a+F$M|%#~^NclklXucSvsbrmY)%q-R0
zu7;$g=~Nx1GMm7$n2yL>Ny*Bpn*5Yf_L{1m4iXR1mo4A|sa=>+v(cUi0;H{>8?l(!
z*j%KP5Px>uI&f0?ZYOI2wj3-hG&6tE6QJNR8NpfBu@7do>S~8{_<vR&07=(YHV^!n
z|IeSrHnfE@+3w0EsxniV-lMSKp%g_~1f=FdF-8w>8=INs$WsoCj41c!lTuKW{DS~>
zaxdZ+G*NBg+FKI85UMAGO6Pq=T3T8dc=+EdEBFA<fEVUdxv)lkVUrEs7!e>xZftJO
z>S}0c+_Ot%qk}_e8xVR!AYjs}e-p~m-{=Vj`DXTDf4acytQSk<pYz}DfB|D>fRf-o
z8yXUOKV0{M;80Uj8%yQN86KA}PvrAt2hUX5^9h8*>po+}M<usKr^4ZIBvJw`AL|@8
zMIp`!0?*y~o%PT_f^D+@`y=`J@Id=w*CTCpZ_m7Kkw}5Pa1X?$5S<AJ2M2&)RkgLs
zZM8%obw~2w2YtX}FQgNDczC#&6eE1|j}3&EE`_3!lE&F690DTl>A|($u!#$dj67Fd
zky1gm$uK5J5$^YwQ~<LW&K9d^x?FE3=rMzY`){tS#M1L}Z_-NVLQLpwEMjk40Z$+r
zV$NQ<zQP{yif6N$cz?DdH5V6Gt=&37lXgU29vN8W^VF)Fpx%MCgMt0M#AXy^laM~m
z^}3aEPrOOxZ%_j%15G+N>{i}1x;|-|-(4ZJw6y4TnuXK2U4nvxCmVCXl0-#8$->P8
z=r)qy`@WF+!b0f+np&2rDkMx<TG|QmBaeS;K0fNRO-#xVm)9X9<O3qDik9wA`jB9v
z=fBH#9T)&}Yz#z^bWcqwf~>Dms#zzAjzK{|fr5!i?vLC(JS;`4Uile@NLXJ#)85`5
z8C(Pd-`elrBzjun;z1C?;^N{_N70o07=Jw*9k(Tm((V3+1pGjO@p|^g31>x>Qlq0&
z;RzY){0_;sHV^YTOMaqAiNe~(W`DJXBa(n`W3k3eQ*H+Hr}Bl^hD(8C%TOh37(&=D
zo&ly1wroLV$b8#$&BONot793*H*y%Nva*LWUo`MZARr+j^JUW{_4Pkx(rRd~7#v*;
z7buPr2G1v59y+%pJ|#0r^-r+YQ<?o3pUAVp0=p@WAw1qn#74wC<t*^XQe4f(rDwI6
z^5=0omaov|<4YnYQee_>a`+&}oKcy3f|^>E<}wXdEHe7L@86NJ3R3u8{D+E2$;qdx
zO{AKg_kRQg1Xx1*`uetElM^YRxJTdlSB!ZFxM`ha^Td|YHhO97e?Hgcu%&F!&=ADY
zl2PG`Q^*nBo<@$M<OfjOd4DPZG#P&m54Hb<EZtq~?oVX-5tPPITBxRJiMZOb-^}Zn
zPK1fx)$gX<$W#8gw#nOUbXT}L$&>n(_MxwDqMGdTAJoOJUkguT<L4N1`JoaGhA-R7
zt*xyPCW-B=!J3X<7o!|u1bmuhqjPih!eeCqpXn14mQB{rWxX_c*YzIL_m2vkTpk#p
z#ytnNPnYdpxT7*ZZRdRW{QKubJ6{-Hf%7Li&2PaH`#wR$ndb!a6?$f1k@J4N3<AxH
zkdV;n%}s@UbKQM9m2Z;hQOij?NMwkhLC_zLr%OyuX7+vd0!aQn<@6{1$I~yeshnM#
z{gD<cjZ7e?WqaNn7xRPqlfq%QQ;^}a0RYV5TANleYY|0!nyx6BpQP8yzESIK-k-GN
zmG6Rnool-LpLa$SxPR5#WLc_&j~Q)mDgVhWjf+v53}<*xU2qP<xXN~wJ6~3X-l5KR
z6_<gb0&Z7%Xi54m6rb1qm&0bC!`X%iD6ze<R7&P+tz6(K3~W2%vRe<7YSdI#R{rTH
z^xZ0JSR)2Kq^GB+3L&WRrMhj&udrw|QX-aMQZDE0!*y@}bYO8@3H7cBT(+r9qx~Cv
z{LG;9vU_!Q9~|m}=;UNc(Dx|g88d6#;jo(-e-`#Pec<<0b#KY1b_>Vzi(g#!XqC*F
z8yX4$8BX8WSQuafE`Xa3=E{CgPop_GIn{+k!DG_u1FZ1~P!zzYy0g!J0|}YEZcm99
zDYEb|)3wEChg6bujTqfM1Pvzl<Ks_5_Ri0L4i#bJ;6%m5<P1$Wxt$QafB!y!Ks`Sw
z=-bBJSd*vP1;3C`rpp0w+KvitU71#cYRa@DsJj<Cqs2FRzE5mCu7`it+B`u?h)GJ4
zu(mGM^ab#bI@$)cnds4glZXC9-$hexB&F^h9^Uq*jA3@W3=M{|+X=XzuNV=elH1$c
zN~3<ncsi|oxn<S@2cvDmW^x3aZ0Ao58+$O&h~_@+#OKuEO9?8B3w2gluc`ECsjk*~
z5fxnaPXrtxfU=f+mMs5>@BP{`Zr2tF<EHu%?349p6LPx1h|L(r4=!oA#2g?SfX<54
zDhOU4)?Wq&2J}J4;(WBEl2LCFk(9JU0<ARNy&TGUKS7q2m9@3AQ!L6LC@9EknX4Vr
z3b4v*i<?^6OkQ4|1ZbWD%*OSfz6#aTnywcb*C${9-nypWrVOa&I8lfO2Lcs5iP7LK
zNV*%n^&$T4W<wXOmKg<>v&D&zHOjY_`%3w88Dld=N?hLete)40e?c~dn5obs1gSwb
zgFiex{DX&LChAvVdT0Rw^+sd@Uj65OHVbQ&aEEC`At;P`AB<wTHh_V>5OXu@&m-D>
znM}viM-LZkW|yvyS4)!BKeC!5i;9XiwzL=-8g{Gcd5bjI4oSMMt*yO#|9+~&*O!)#
z?rtka?wpG<SWyV(b{p&V(aFU5U?3_rmH8J*e}8qu%^F-uYz3@nS67#It9uk60_vs;
z1_uW%HS17CzG#JOCQ0`JxT?|i)ur7gjz&$jq#I^SO9It|*0`mc=p8=Kd#7FM-Lw1a
zfYlZhIxS{jEj7(~>(L4FFIP5sx=bOVp(LD~iI<noV7Ds8%3b5*a=!5r;<0RRA>+oj
zPCBxT#9&|`kdPn{*SUKZ7i#bcoUkD^xHQ=4h{D#s9?-phArkUSclbPA+C=&bFK*tu
zY#WVzhny(Ic|7rDw9lkgmmxwQ;o*<uNL|a6d*c7fuKI$V#^)Iiz!r)BpNXt5cdmQu
z9UTNCU-_a$f8LYn!HLNt@_zMKk%Z$(OEc(4#OA}*E%a`?S<<Da(B8T9EYQP6J#E(C
z+T9h~9ZQ2(9!nTB*5ru;0f0tG82SDCoA~(n;>3`i9^t-7LOIapkdu?&-rpCCoJxxC
zr3fi;7ON<|SI7J{LZLQrx6y-j>9#M2CARPLo^dF2j@MzsUzYpw=B9sX3HKWat~gjU
za%5cGdrd6#7|LDcGEH;W(`%{armI^_&z~n$COJd&+%KVHPL!G2f<y3EH#avF)YNeD
z43yW|hVB0TYrlr;mY$Lxarh~`-CGuyYm2G!M7I=(fBOS^szj9E_xY|sSzbE(@L~&g
zrKMn&sJ*M5SKPaE!!}fEpzvHGm^1Dpk1Ir__k%0{^X+RBQsg4YRCFx2SkOK5G&t}r
z7)@eukf`*Vw^DUA47}2Mbb8tt@rww8BZ2VT6K(e~mb3BQ7c3XwFmBhw0Z^`zn2bcf
zzftS$8XktXv$LD^w1ErZ;^ZuZiulgVkT2s<6Gi6yGc*()bjJ7WIRlMNO;k><?-9Ng
zQsS?yCcSJ)v_Ijerk;C`krl-MvW*$DteEB0RKeeW3$Pmh)8(|+k>7iZa!%ve)YOq2
zu}Bygm`^M$EbA~rDPi*fZ%$236{?hALO>(pch1dW;^E<mhGBQzUmcvCoe@z|27%_>
z;z~@YV{5B(Aj<w2AD^pxjALzLud+WWQp3d-BW6jqSRPSC4Lcm0=`G+Es;jFRIXIwW
zr3QsyKvimLYQlAk2ZydS_zkdePiN;h5b$RYCmo;>(S7(~$YHzkCzPT6&q>D%IUU^x
zEG#T?+0+4$2y++SduPgbww!eT{XL}5{^28B=MW3cpvo3=#X)OyO$Bd^T5+XPfh;$D
ztU52X;^H*muHa~BXqW(mM?ps?&CbaQ$jHd3tgFKS0Z!(+R$5w$y5G?1gG7xE=U{Sc
zPlSNre|j_jZ=x}lQ^7;R<m~QjTxx*x=<MPGO+i7y(gu9%2JvUMJCT1##lZebtoi%D
zOT$r8mYgce&CLzU)1$-i7Q4id>d>TCR8$O^T`$?2D@!q7Z*P;QM7KQheLM?<=mF5D
z7qpM>K0V)VBK_UiAO;A!_ZQKZ9)LQPAM6&ZMF80-l$ewRD<&p(2I^GFZ0_~>IVyNq
zn1sHMRj*gz_x=NQ)VNZ4T8I!)Pb$|2988r<$y}h^vv+l2b9OPnOu{$y7*U0Vl#^vz
z9C1b-XKnP9(MqsLNLc0N<=sn5n(A6w@L)xt5D=8J<kaTnrb<dmhL|6&sbd3hIii3$
zXnVNU*n>X|=mDrtuT0UOYteArV1U?*Qze({ZF&KX(F2yNNDR4*e?mfn<+@A?dvM3|
zy%Yc(Vt`l>pD9%MQmWUXTek|ZZemJGD4<b-gMwfjKv_h+lipq`qSd8+7etfcQ+$;b
z6-g2>Nla3;aT$WjSnB?|59iW(1^g?4Vy8f2VHCJpNa<wOU~tf4%c;l5i*fKu!Yrzu
zOhQ!lJ&Hs!te)L!W1N<YUDUELml~-Z@h*EqQi~-$8o5RO$LWP~Cet|9l+K8-Fl7Rz
zpm!#q?QZmbsQ>r0(HpwIP(=b^HCLLY*Wm+D39glu)hn!;^>I0vGr7OqKU{8z9E_nT
zSpo}c%x&FU&F3;eDu&GpEK~h6L-zx^GNc>W)2^|Rh@zuVJ!PF;Yrlq*R+*CqPc&rY
zZ#6YFYtn#HppZ*1#ApHyv2qjDI7$?{V2TVbJ=+W7rMz7<&w$3u!`C^y^7+EhU%^DR
z<wZ%Cxf7q)x9-%D+}zyiUWT_F0ec1R-v^LTfA{wXTFsY(8Wg5Y-`~|GSXO~arzwt@
z_o?2-Z+|+@#bswautcqn`%!a)%~fZyxB2;i^;wXL?%2mWAvBa>LvK9eTiF|0?Z#gK
zs{9+RDohQ@$|3?Nv;Z98n`2#e>q=_)5iT0D0?XfnvL>yww*3;^A_(kW+_Q}DF9zMh
zqhi#_(G-p!2?%5XBE7JQ3<}ck{Pw2!X1wAZ-^<I)jPiQ~>`u@Gjb@94R#sL01vqpl
zVUadi7pt?~`?L$1(Sg|ON+s&wftSMud}?XhZRQm;nZEvHQ^!94E<b<&jqG~O!>ujQ
z1XP$S?;UBW3#vh<%*)GbK3j|d^a((hR5|UADRLB2CaN$`yKntDuY&LQBmfUR>i-&?
zcspIt59W>8fJcy{)nM!O@^ll1%O*Lh@Jf3DcznJYDG(hW|Nb-Rb-eE{6`s}y27*AQ
zbK30tkk0QtGz7@`I~9ibonMsSeh0=mLgk2d{rn)}NGa$bh#$n+dEK=P_(u9SB%z|+
z$M0;vu9N1AAqdz!OKg8W#~%hu=ITKC{`zS6>R`Uf{ft-$24wgkz)%$7DNm_uYNEQ+
z{;F%Y;zINKNpI7_=yEZG>OkoMxbD}=%i_2t&JQ#h(9m&toRij=jvDrb;ndnJt77my
z_G0N3ruJR#Pvh`?Wu2Rw<K*U61RNcpQ#t_?!uj=*62zfZ@RH6kmkZoa!~mbC*o_&6
zy-f3=$Bx};z}ECNhEJAx_kP-MAnooCQ1bS2;a|LmWrlPy+dn)k?eM@zlSMiB6@p$s
z?2n9sf?^1WnC`wlQHZz5;LfYqjB7n{xu0eh>UFd;GBKgpwOz%#Ki*bZX4ov(2LpNu
z9uyQN;{oKeSv5Ua(DKf@GB7YO0SXcIg?4+x69x{odrC3rcr^f2fQCD8n{iz(ZqhoS
z_=BG2Zw{8ai7#$%jZpMaKXw278N8CZqR3@dwV^x&hcQ~jD+hoqHmmtBK$8TEOG=^&
zJsv2hNAggW#NM6!{ii}?ZSB7|As93>^VV&$rwFhklLk`Ildek3UQD9*8~b+!8@YE9
z4n;R)Q4gig_#wzkTyf`2Xj)y2%*@^E>xAG$$I|&q?3}1EqoO8Cux5%N0}%z8;AUQY
zF5Ku>S~{zbhlhlzMV8`NyYB-G7Kc#hpUSZlV@Cz_Aiu4wXt%#SdwMUQYZ?GR308fv
z%5^~xO`{vq*K1`=K7p^wMGLCJ=t5oKIc)A9N{oNyb1^rb9B54H+SW~ADl-dNKC#74
z#<KA#WMzcdc06b3c+9rb(zW8{<3kZ@Rh5Y6-v0Y#8%88cer~%+w@rLCH$T7HdX`!9
z%1&gVi*cuAeExxQdvVoF``9B%vOdn-Cznf9)#QOdAw1*j)xX|!zUZ-hVXm!xrM+pf
zqBYk;>{evtLaL&oqQ)C%Gr@tk<&C<6sv><eZUz5T@M&rILx=h3Nm!yMH!3i(m*djN
zj=BMD1KO+8F`g5BTib}XHa<Yv{9aqr&8U|UZ%w{*&Kpp4W_`TEYHUPrDgo>Jm1#LA
zcdUe%RJLz9wwb#xpG|Ai{B^+@NYhsFD<w)Q)QFC;NT>4FRpSd=1RNsbT){_FRNO4p
z6fu~fP`?rB(xrM6GbWWiS?Dy;<6L?lI=5d=<hRmQ_jGXQ%3NyqdPE04m}Rnc*^X^P
zdA45^6u4e#7C^B#Ic&ZM9KQ&C0wCgQ{{i4{2I4>DV7|f#NJ-(iY(SRiU0l>Cejv$0
zgDV@2N!2d(2|zYpHu-`uak%c9qfXLXOSAgGdZR(Fw%#l$>i(YY#WvVO=|Yju*Fk~r
z`Eb315aj2+a6IVFI;(kXUiZqmkDwio!sD>D-=88|^SY1$=mjRT_`&I5j;`Kjxi68)
z=$DlSs-RFd>8p^o0BLl$d~bKyeZ&aI@q?8SPA%VF`blozgp9@!U7OG$Ef$`t@#*-d
zNy<4EQ<)<*NVg=Ur2fS(w7=_sBAK`=_1W@UQ4tkT#MDOP-S#HF1J(s%s9Au}`w}Hn
z_eM-e$jElh|KY}E$;9w0F`w(DzVEHib=czXG$%Lp1yiD@<7*>>lz?{x@U(TxFi|u?
z*o0l1B#{n$e?nZ;4ivd6%E5JFV`J+B!LWXEq0yaX6qHJXKb_wJNgup{f(0Fl*@Yyq
zSG#<GRKfD6;EnN?G4dab&kx*3ZxU}D_N~U@h#I-}$%CJRSugB<$`Ga~HVCSLiUXKB
zSXkI%g+2g<lyl;<E3FrqL9Z52QNfUulvH7}N+>5MC!5YYh$QgX=@0uNNt0Vppp+x}
z0RYsXkPzZepT3O?yrg=*px2(Cof!b$b0m!?!DKkTC}O$V1YRnhmWZ3XxmG}uU$XUB
z&arwb>hTgyxg3GTEPCTaPW_F5DAeqZ2hM}+$!1E*y8LuDInVu3=V368f!w81ix`aH
z;d~Y8p>*c)Msp8G7zIDAE<^oZ_HiWj4Fx5o_^WF8ilC5?kQ4yvLcHtx%I^W?NK{5|
zc4R~vv^2$Q4Oa7DF*syT@Jn*vP|(mwg?;2H>gmb4I6XZ@cKJ7h0(cV3Bft&(_u?D4
zDn&B*ohtpVw+5D$)PT^RW%c8*TPuwhE<}>#y`i9!2_lp7udGJxUeOL>=s+jt(tsiA
zS<r3k>HPWOqOI@xU!KDao*z4$-{AY~^>QELI}OJ{ulIC8n%HEr_Ch`7;j;}?0g7Ax
z-34+PAzuO!g9V;%zl;)@|K?ctBGGKHEsNKo@n`mP?fL;F1Vi)|5;DNg@3&OUuH;e?
zD4wPUhEp<NyJL8B#SCh354c=^fad{as!(@xxTxfHy=cbZLY>CrhIxE^YzUxJ@ip9$
za&@)8dW&k%zu5prc1**2XCi0HZu;@KP@F(B7%$|LQeUyHt$zX@7sqaHy|A)DdwG++
z$0ek`l%cr_@W0~YMI9ZPLCFsbL#Q)6NVY#&;{#p13{Y19w8qOEaR8;&FnI2@(}Ec#
zwR|%$IB2>(lrb=LpB6{6p6mT^rd*tR_o%Shml@uf3|1Y0&W7{lIwL6@k&TU<V;KVD
zpa5x98TLv=>Qo!ULP8@NUmq^s<&w}KG&NOva(La5_4IT$Ism4Gdj?WsRMO<~c@n?b
zCCKGz?o4!>gOPc{uJOUI3@IoTC-`>(BIg*Lj{>va`p3gnJi!)Mo<w$;NH`adH50%(
zb&rk7BH%C!BM|Vazsd$6C5i14$SKw06#4tZWQF-pUDj!I#_v9NXq0T$-F?3X3kC4m
zSb<1{nBjOFm_jh%JmHvtisb-EEwu>c^ZVP=-$((-7}mMj@-PmknaJhkL-0KAm5TMB
z`&Ycbs<EywXsgrLpa<H0#1t|wFUY3REgg-iq!2ueKf<JGE}IB0?d}cL=<d!=`R4rh
za7AV}CyqE=*~`ld1_2=#1SEv8nAkMXU)OvdY@XbC=*(BJg;-+>$tWmNvcC9kJU@}V
z)P@zPmbD+QSKOKBAsaj<OqHlH0Q@8gj3Xc$8H4(OOW5*?-}w08OC7Xq0VvrSQ;EmF
zy7a%;&H4hJmO)NQA0#M%)ZH`T?{t#!dv;A_cX#3)2(CEW(rp*1XM!h=k|VVm&*5WY
z3R+XM-_K8#u5_t94UpK7iBZ28arN|`!c~=Jd%^A9mjB$erKP(?Iy#bBXNp<}7)U<~
zxjqPw63jkc59Z`hEU9ZLMpjm1z_^a2^Q8dB=IhO|jIwg9Xg_G)lYmtMMBooE8pG`f
zsRaEs-aJ?9gE{-HAm*0Fcg){!bk_TCAvY})a-cdQ9^?LDiVSPdL3uP+Z3ae|-PZj*
zEN%|X7=M&r{pzCUeG1R(4w1tCy@H{q-!D*%{rXxUDzWe}Yh(m}+-?1;ciGdc>bFqH
z4+T-t_nD7mugj0n>-3Ef43M%kbAy(u#};c|#EzB}u(2QIX7l9-xIF9Wr}N_uo7!4i
zZ-Ic5#N|Z(Q}bUQy+-xB*G54-qdG*>N0xw#OWnk{l7;9EF8e!QUu<>+$xK5(<R2Jj
zs*EQm9$}6jd*=kTinJv<nplKjsGl@~4b%de_{_NbeYs`Z-e1*n>T)G&H6UIe16>tc
zfFNJ``)0q}>7v;`f!KTeGHeZX^+LF6NUyu?gyL`zn_NyivCRr(gXw(9v)5Fx$sBgF
zii)V1BJw0wtIceF&`5pr^9lb%X5gsk;6}%pSp7#+;sPe6#5u@$I8uT;WQ-rSkG$^s
z5^mk^_jHg%(rI`50y$uo@%oOJTDaPeIHlqlveKp6)IyZZOuNSgXwoFiDOt^df=9(*
zu*N-<Epq>mMGHe>6Z4)dq(4+)c&QSotBClVnP03VlfGWXUb#sIiQz<IgVTq<p|7+W
zpzmXy@3;pm6mDKjch`1GXRf8(>@Im57?`Sjp6(Ooc7lVyhvOLxW4d3$+~24b8(r_m
z_}UkY6Ar!gaM)o7xg1oZ65ac3VtBm-H@GK)Ek`0m0(8jH5jbsjyoE}G;6?N^Mj=-9
z>CX$^CKO{msUF+UWNr5Vi1e)5orHXod_%mzr*5rTCjpKb44T6rJ)b)fV^h-*(6j&D
z-Mv|162j-nNB)4Pi@~f>&d4&1nj^Z3HDAt0qoBo>C0-%`7*T_{QVm}B)6Z9&q%ng7
zqoZ^yBog8fygmq84b-77A|l@<_CsLPg1EcnU$SOu3kQ3V=oKr9cbqWDy23N@jOm6p
z&Q2nWSXvOT;%9Th&pJ#z0uevLJ!+*;(0y<{R_5Q(?x4>R^t+c%LY3X@BjWvv{^jal
z%=aG^`=IoOwY2bD{oB7`5r`ZrdQJV0_XicAB;>Ee^2ANBG}u!0?+H8?BIx6BDRRAG
zv`uBsY4jJDkufPd(F9N~-|=V&pH)EoMs)Rz@NZ;YkxOvejfr-XV*tQ1PB)P)2uOqx
zc~xZP9ZiNe`S);^uCDAS9RhxYKI$^gwM=;Il*7CQd0l_HDt-9e-4lsp*uKat<RODP
zF`#8lMN^n62^e<s`SLV=n<z@VFkGlQD;oH8-&>+b5&_HYEnz{nx2376A>Kp09~YNh
z>}XV$3_I_W*#t74H0%(e{tWyjagIER*myx#cd5-DJSI<^V;XH(?+fQysG<1r=g&uB
zVXtp#AH6P7+&%q_P<~i~6kQH^;1W7iB%Q(@4sd%kP^XP7?@xLMXcp*+q9WsH40fd5
ziIhBcCv(VLhfdgi`bV2N6j<-fzGva&;^h8qSyW?)hJsjxUA*L9OQGmb|HHZtTL2}C
zjs3*4G(H+oV`i}4Zq06e8@#fz4u}w$dTX5VM5eyPog2Pw+&HD+@bK+}ijF=&QDJ-`
ziWyWUmO@3n+goJG_(DZRkjww4gXqQNZf%>AcUFy7>Wi2wD09G=g%4Vux@(I53}k+G
ze4=-wk?j5X1&YvQH1H9GYND+KyoIHo6!V5U6e@oH%#n~=|6Wu?;N&a`1N;Fku5?jR
zQ8T3)N*UMU;)TdU_Rnh`bMMPd)~~!1v6CmNMWlobzYN%%pS%^a*c+hNtc7v9@U1h%
zaD-wCH4M@~^>cBvN<Op{s&9gQezyMu@puNEn@_zdx#o%V9&yBUr7=TXf(lQef-KlF
zZ0GQhmJ2<YS<qCLeEHc9&xXA&>tb#U_-1wvboHF<=J+DK-4GHevC<9(`g(gEwuj<`
z8U#+{t2bin+zsRV^j|b|gv9FfZv)AdOY&1o+8rSIpRv2UV=rcD)P&6U5K&R#BEFWH
z7m89JEjR1}2b2M5do7))U)^S*2B;N;OmapG*sW1?Sz7L~cR|nePZ~?!RNlCkU7xSV
zPco<ghBgLkd+c3Cmeex6^eS(iICnKD`kSB+1aK7sC|_&7FW!GLFp{a1ZViAgkrN~q
zNZ??j{chaR<Z+>utVLCm<el^W+u;NnHT!><zs6z`2#8}oe&XLIXDenEh6#|((bY3`
zvjCDe5M92VGf^TXNt1J71fz<;bge7+*3g@Ogto))nOca3EhA@aS~bR9V5L08mXeZ6
zlO7@`BbzK%p)nmxEg}zXvK_|sX||72)v9N-IyZ*s{*CT08<BmTq&{Z!n?p3*LhU#9
z`XHnEL`g~Mj!0Yi-HGp=@ick9H2y&C%VWVp#$OMw1{)(gahRien`w`A&8*?V7C;Wd
zf!6CyP-P{fil>m!kG<)FNb`xz@8)x*Nt}RUp?N5#M5zO&!?(x+kEec`o|>A;Kp%83
zN{9QjGnQ83x)S=88jy=<fZXox?iK<b5)tQvIT;|w#P69+_1^qSj-#G~F2|CYV?(+9
zlw4*<?&aqtVyRk;NQV(%8HbLkkP;V1W}Vywhe(L2g4+}#Coqbd_Rl2f>Ro6D46;=6
zI)=cJVo-rxT?25MNpZRzQgV8!gH55*XiW5>RuHl1Oggtq@#lhzK0G_~!_1#Zgk!)@
z6<r~&t~;6`@bVawnfVF4DQj$;s~Z}Xup?gugim04Q<Ay;`ttk)nu3`4c-1|J{QP_X
zJ$~Y_n4)X`s0ZC9tzLU7*Z>jn_szPmTn4{)P((z&WE?g33vKeb*Eh|1SDmDPWnRKf
zcYEXqkn@{vi;=a5tnWDpMt;7*JGDQb@YvA%{25~1>*50-=iRs4;_0wPH0qOLP@;H`
zSMj7}B=*-+(8S^=?{qQQif=X(D$2wy<GRVpYhDQK<#;@8k5;9u6X^9VC9QYI8X2^H
z4hNx#ynG9|Oq-~qY5$5}R#<)s0I5p&csd_YPVs<A7!?<{*ugA->l2XN;#>zV*nBUG
zJ}4%C>CO5Qc>Wtnz#jNC@n3@Nm#U1Qjrt?Ji&BkK*lhp=H(0DT0bFWxr#B$LO0InX
z27J8fcp>BEO}#!^J~(7C{~h|qvR^2o>MT5*HF+gy^Cr^B%(P$Zh`+m~j3Yv|H$j0G
z0SPJc?FmzWkUblH=*LMUuC&DN4}Qw&s&WB8RrF^?)f?g^7a8v*Y09<lF_*_K7TQ;$
zOR1SDMc=e82O`C^0FzG>Fw%N<y|qNZQQUflJK(9&;&^VcPI^w0TuYTC`2PL7HQ?qK
zC@4eOe5-3}?ra}itK;dnTSP)neNNg?KbFPDi`oF~9gu~6z`NWh5>+sbVi_>@#siJ(
z2K`3<F|X4uosdLF%+OM~HK^k7(7I1HReYUeO&?gUpdy6NMfu$bhZiq=i||_#y5mxn
zQEimud4s=wwZJw_k$(y%`xukDr(41lI(qQyVo-=&ExE6%@rYBC)nx4Kd*a@w42w~J
zSTEO&cS%q83U@uQ@iK{>wU~4vt9F9kFJ@uS%(d_z(VAOYSiJ9@(^7?(lLaz$Rx`p@
zw25m6d>7hWXpov+p_G&eoR5Yc!|^<Jo5W(&CKpB!Sm;FJf%Y~&lEjk4VMoy7dSnPX
zdR)Hr%YU<>h#$EtK~KeQv!wio-@w2C_|Bq0OIr-sZ(t6rtgfCKYR{IJU(J9nLRx6`
zWjPmh6nD4v!<q4vkDU8i)`a0xGO!yvyba8dehWRq*^XPe0^X8<xlnO6Hm2fqCGnfS
znQDrUl5N%Cc3d_a`V%Y-S<K7cf7K3kl`)8|vHas+<<rwK$<*&-$6a;SVKh^eQ5jXH
z7|We9*zxlIA5g;}sMMou#&V>9fpfL;yR?~E@$(&p4oF1BstOjDWueUi)CG=D_bw_%
zz%Pi!pgSXRR?hqM3)JXhQ5q&DrsDo@-N1A6>C>mrWpw|!7?-w|IfzO8*powMelU|c
z528X;H@j>ej0@~q(fKe5E!Ae##Y-iU6)7wiDv$uLP!DiifHe+JA{If)$cT)W5?$uF
zyRq>jB?a#<((gsW_6$fA=vSktpbF#w1pc=U>Ms@2VFY-S6>0*&?ldqqM(=Fw4r~+g
zv>M%!0?+D&(|mxpty`)MIBDO!ERDQ7DYMj;_7*kHQ=YQS7qWSC9mg12@nw@%id$XH
zz}`se>kKpb#mkg9tTYklC%<H$#azCD_nDSy#ficFskMkZ`uDbBmh68ly6G%uc|m`}
z0uJl!ILe>Kn<U3>voSpwV^LQ0-jeG2XlF<Dk2kxyyx^iXRE{Gx<a>nMhRJ~-U>M)q
zI)l~+RS?KH1cZcyKYsiOii{lRNYcW`O-Vvg{8mF1wz}C@b=?D7eSh_Ps|Pke0<WJ(
z6MtPj<sSb<J{q^Kudk2QJX71p#m%k2;P=nNrMgfHGTMhadi#$+%Gm77!An$QF6fZ*
zHFZmsnIF{IzcOX8?dki(d_c^D8DJ4cR1hP_a=P_7naxUd&qxor5$=u})*;;EQ-+@o
ztv9NxgGNV4w~mc`){n>i{Dl=CuHPsrDMDYGOrP}*ARIYZvLvq|9qp^lM`zKEGB&44
zSn5+#bqEk$4Y#C5ii?pO56En-l(<HY{7lNd5+^B>#pP0Q1U_{3Dj&7RJ<sG`J>O9*
zr=34XN25b=gpfn1?Bjvj=smzBp?9CSRPN!VsazzKW;qM<;X@vnhIno2DTW}{PTIue
z#bLlk?XW$>Z>Y%pt6xXht2yrF>BJWZhp(dy!0QJzDA(Y*$2W{DtTUEdf4D7BA9(qK
zkLSXZ3*>58KV>Ta2#}P@QO%N%9U59<_}jr)`oM_kto_Yz<vab+%TpGo(;mWywY{Nf
zyY?>2Ia*s?{-SCfn68{u{MS1(JVZ>*76<Lf1>4lrV`AcPl5s7@ARA(e`}rxp(ulWI
zufW>LrPqGS_}cr1<Ri^;G-{&Izh>d?X9kQYvR^oZjCKYQE*w?}eb~QL7~qY>jI494
zivZ`Zd1E%7u0mCH^th`4c+Ij@UJq0=GqbSpaJ{C+)8c+v@S;7DF9pymudX_6ZG0p`
zeq|Y0PA)FsBWhODzWc$%&aS#xCO31;8z3a;<;8ox+diVkm(M#6<QI(&{*GFm*O>#&
zA4w%khSt_2(hLmzNdg&3XcY09mj)8%Gr%96$g$=Q3D5>$8bSbR2o6CTm)YCV_Y~l%
z<p!F+&hUPYy{UG1E;uNp>Y6*(U0LQee3<<F+z;5F`++-qZ!w1SQ}06J%5GXZvO4US
zQpb^Be5^!tOCkLnGM^@~H<i(}OHw8#d;RIlK3MQE242%xl4R5b(U%oC9&BOq4{L_j
zHL(5lS85V8p<Sh`^6e*(a+9Lf)YLamUjMG8S~YSbK3!$h@Aa?^OZEM{oywfhrck4X
z+^+r3G;6u0x>|R!KUX5=*YNgCxsKM+_THX)>HTiA(ADVu-5rz75-YVzaV~DipfNL`
zvabx))%8F5;j+Dr<;HK8EtsE|SD44GlS}9QyXv;S4JJK+@gWWn%#NV&sKHSm{5Y{&
zBj@9b2~;ULAL;sjXEq+47~==AP$$J^M|Lvlx8QNHH&H?OadfnbqmqoHE7{*FUs#uw
zh_*9v3msDNL#77H-ag{7PUq@JZJjvW#insbkMnsF*>Ijfy(#YO#-WiMmb=U;=`lPF
z!_zMBJ~|vhvgN74WO^!A4HG~megyvip59&*EG#i+XI8LYdVxe>7E04ANdAoDHd~>W
z@yb0`NJWirQpKR0j=w;&Sr2sKaVVqJfe9w=jIHR2)Yg+O_ajZfzT`y|QPCaDWYq`5
zx=2eG+E`0>MhcvduC@%Ud!hY)c@oWN`M?zY64?3Kqzo4V8rpnacb|7<HA@E1-3OUM
zE*@MeN%S?v+1@D$`aWE`dj4s_A%cLJElFNHS=>fUp-K+h(K5%hBm_4tt+ZK8MFk`v
z2{-<9`QaV`;S<Dk*$8K>*GemFe*Pz_mjtSaW|wTuy1AZS!4(f6QT*cM#D->KLi<J0
zC^(+J_1u~<y>C!!hlEB>`B9?9RbF1v%T<V70y;)~DWfN5Qx2KyZ74e?=crS+ZO}&~
z8Uf=Y|JiqU>2&tYDnc*77zHdh8sH8By<c@$k)5VnGH|S_K@IaHB3xxBN-7psH?^j=
zMyXh8t_af9RDeY4T6iQq(jWvnG~sFFavusF)kM@R+WAv(E~Er$hQxaub(gyA=lQED
zJnO)s&5oPR_M-<~?j&l3_XARIqX&(P695kSr{`_J5EERACCL-p@82CFzIIdT<q^c`
ztr^7Q=I?&3jS*a0O8ZI>eooFj4}7aQ8}gF|9WKh1O-7h51XZx?M-Sj`AvPf#JUUGr
ze22ZG;tH3I8-Gw9y*=7aBPK(Sugf+Jj+4Qmc3ezLDzj4}h0Ag~`C+9lm-uJY584~T
zX+SxGeB<P1M*y<m)MHpqg8P^7PMI_U9YPh3zTaj+#KL7wS7FFAsx+Ci*y0oB0mq-n
zk$z<sRA)=w$eQ4WrZY~}byW#ou{l55^j_ZK`E>7f7^C()i8Lop#lYsldVIO3IDWBR
z6hhp{BdvPY+wwPae5LT($8nVFu{s5Y`VfBWL^NDUXzc9HO+HA+q^<Xy!HOh@qm0!9
zglbGllL&b{daDm1w$4TcgR*n2H+*HSnhJSN7;JeS!69OcF4UO_iix~Y&A;!Nt2E^{
z2zC@})xQKscbc@pkLo02HI{LWGIbb^Wpep(p6$Z64QY$V(woc`%{0b|nw(T%C%2&X
zLmn{+SPF`ck$9(&o#Cr~EUmQAv7a&o0klr{67lUD1SY+9AtrcoRa7;b6SraF&AZo~
z><#ZtO?N8zKZDt%j~@YEL|bTfp#eRX^=k8f-l&fs%j~8}CBHNCD0byC3m6k-sg8cm
z&XzT>ww5+GM+{|?Bafdz0~C~UZ}c~2U(paU4{ypE5{&Ay&yS*Bk4o|MPpa#4=r}-+
z0R|o*q^nqgAN!}KP?MxZ!MXYP_yCihSlw!WKQwT=wR-$3KGUkVp8SV&0on-!d`@IA
zW<af0E)7f<?m&ZYay`NYpBXT&7Sa=OfzZ{}y^C;hbsbY%mCH6%G)<E<nYPAdPxbTr
z^5OaMg26jQiT2#TB7;Ki_TFR*Ru7A<$O&{P?q9zumZ;MC+-+l(>vfC)Kdim8GpMYA
z0HdCR>4e!5Fq;Hg5Y4M+kzfT_SQ*NiNP)4j*(M*Ins?+j3+>)K;2v3a<W5dbf&y0E
z<0B!Zc-zbfjOu6C*QS73EA^tU%L4TZ%$$Al|4bgE(Bx<`%MR?(z&HeC_MfhVmH3W(
z6GT*5^6(oQ8?0*$%3{<FwyW8|gv4sSfD8y(HrQb-Dyl&!z+~4+{BD&H0UZr07hxg1
z9whbO0~Fj?Gj+iEwzs$U^jTuvx`D9<P|b=}$^Lpc>mcT|D*Qq$5&j#iQE;B|@)!t&
zGRKP@8UDL1G?k>mjc6d9TABm@<#K<0X;R($3KU)ZH7{(id3^=m#J!11iF&Zi(S2=3
zip4Us;q<J218SqHx>~UWtJdK6dw@Wc8DN8>GiL~VL6L#|@Ii&D6WI5|sFd=-TGBbh
z_#PI7Ahcvo<n;l;0OrZ>;o{?Z6f0veX*4T;y^J^>tyaRvzXv~%p_FN{SxgbY1jP<;
z?vQa?0IgXC0?Z+Xw(1!y!&&-P9jTm1MQ5j$Wb0HYI#Gk!s+nRHsk}7mm_hK^wvJa@
zdR?ha!$-~0vhOsVMxL+{X?Z)df&<m7ETH(XE_;gNV^nvi<D=2r>0y8+EIK9z3{%Jt
z%4uq77?_xl^@fVaQs!|hXvN+OB<q`-7M=|N^)K1NDZk45#1+^`ET&3=spU&@jVL9h
zZgFEtNPsa+wM?^jUe8wt-HD7eM7W3x1Gv?|i39>u&A<Q*(K~RG0dQ6{=pkMuujc&T
z`Y##ZHOPp(bg+RD6JXg7z(1T02H5%{K8D7`paC`0dbwVPf{X|l9nOYK&Z;FXEsIs_
ztaY)@o$d5Ud9<8hqrtUbUtiZ+&V~SC`s}#n1Pq#Ww6YRz0kh%V5*!VA{s*X0vRG5y
zkn(^Ey}rH490z-QeL!U)eB_P=?mWwx!tVtI1+s?nsuj9)7En@KU&y?4a90`~{D3nl
zK`fF$Ax{#c-fmqMI7V3cby3^t@x<5tdWI=yx#9r(;PCu-H^rOh?=MWHWJ+R5rYmFM
z!~!O;v|C)uV#}g_$rE$MIgWtoIymbJ<svVvnP|#&Fvo}=qZX?plufH(S`+&^&r9(-
zns^%sa>nWN!wHxM%d}G(f&wqMo^IC7K;sAIg+yj`Eh7b{^JO+cA?@kuLB_<)k5{t?
zIyi9B1Lp=Xq2US$2qd%HXqxMRvDG|-YGI<-zyrP5hcaLZd<41{pd*wb;|~I}wHZJJ
zskpvm3i<&Cxp!*nd>t-;Y!p~*M1Yyv-q8^i^r@E1U<!{MU?4DFVR*9EmJJk6AY+07
z8WAuLp<Dr6HSl0e?2R}BU&qMEh%lH-v{>cWREm9|1Hb<o8=qwIb3?o06_<FO4^kB0
z<l#QPAKIH;_kGdXhDAd|vjBryz=~ab`UJWWN1!;r&Cv$Oky4Ci&RJMq#?#YVpJLUk
zK)`1F2HcCfY=RHBXGXw#-3=bD%6vH(8Uk!X8gS4MB@E*L>oIT%<bquB>h?3MUsznk
zNH$c6ryP2k1I+;#Z_5`exeBbGw*q!KfTaFzZsz>^a#A9&WXiz9&AqX=7u3+eadWb6
z25zy}<5@p&Mt8*0F?fT^GGD4K`Uj5$3kzJyZ$KKF<p&m|0zfr^ejgfmN<pI%5EX^;
zIt$u9La)^N&*$R$nw*&Ut)1P;{7(B<9EKKMfWl}sYlGfEzJKj~fK9GQwJiBL4Gx{o
z^Ueh~t2L~<JPjBRKqCKIS$KF+{UFm^ajvv*1zi8wAU1{@I@Z*D)5mq+>n63)o-s_-
zO%v=VTZk!?C#<CnT`UfF($pl7J&QEEE|KW498pePQGXBKdYc3?@#_>Y5a`gs6fzb#
zZ#A3HpdjRr+|I~ga6KEC3^#zEI?qJ4>GS`7c4GUA`f8RC77Y1>uMvW2BT{P2*Y){p
zg6jXjp+xaVew`J#Xa6DuCVEA(g&V!@n8A~K_lb`$?eFivgGJ)tDIrH{RI+YBf9|cd
zwfuVlQte!g2x{KzJg}rcc*K)AVn`4XgaYOF9m2h0|NSv=fjT%llX7t-fd%LH8k*-@
z5}@uYz=;#fpmI|X6aN4S|9s8!M4`r11|1Fx)I1|FPk1LBOGf=V8a%-TsJ6GSBVb?a
zg@p*kBL%>x0DfhYpgFrI3I~(Oq|PC%ivQh*7bF=&Xvf-sop0b@6hKIb$O@MW>Hqj2
DDBi~v

literal 16893
zcmbunWmJ`08!n8p0ZHlZ?(UZE4(SHz?o#RQE&=J3lvX+fq&sEN-OZW2-x%Mo^Y832
z7O?h$r{<jZyy`YWMM)YN0UrSh3JO_PMnVk=>J1k7x$_+?_(~v_<qN*?xk-L>Q+Kp<
z^E7d>fKoJZbFy=Ev$HlO^{{YpwRUviVCH3JV<i3L=H}$e&%$E=|NjEBql*>GWF>|m
zI0(FxjE*Z5)O(ZH*PBw25^E@^4>qzAA2htOk8(UeYDnXRt-*Y!K;YJhl=*=c1LOOv
znk^GoJ{p-z^+!K8h6qMqsqD0dUN}sfRATxk)47jk6u9Kr<=?{JzK!He2)TQnuXQdu
z+GIxbS=(uOf4J;xHTLUxp@qXLK$<!jRR;X`2_D*BJ3T3>Cz(#&$=$ukda5`Ym+kH6
z@82nXZjNIrDi}sHx&Hmh;8=9f6%#9XYyABPLFDmN90>_2JUm>KI?4Iw*ucWO&EtsI
z>y-4vhYv{joZ-8>pQ5819KHqz2NNe)U!2i!a3uL$?K?kQ+cPpTX^!dW>Y`&{h=U`)
zIla6zU#PS2^7XZ?@P>zvK=`ah5?D}J_@lAW;%u|8!C@tHEJwigaGp&~O>J;|T$>*g
ziiU>9VWqWbbeoEjk{(Le|9WtA6w)6<z-c`hJTCH*9r%0~cD&N&3K_;SXU`aJEJBV4
zr)A^fV$v|I&|<QgDc3A#!o$NG_8ImuaNfyfX4!Lh?t<>^>oak5G_o-oHf?L2ll8C6
z_E#8`Ar<7yRzk^P<z$`KB~e#b_r5(Pb7>(I<r7NC%Tu<oDfb~l*WFs}@a_KfOLP$8
zVxg18ZQpzLZy=<lrA0<gj$Xr%u&JqO++6<Cr_y)G$o|C#kpeev-m*1O4+ihZ+S}Ww
z_vLl$v~T#!;!^74T;s;DuDZ&NY={>3&5jluXO82*1F@Md{m|^N!t1t+3dQ5NN=Z!(
z>*?tU`=0pE{!GQ2cL)gNWMp5Ia`>(5z2PHpLc^2aE!(eL*-K579tBKO^7HF@d3#4#
zj%G$|k7h-!w0R<u1%t6i74o@6WoBkBkWHfA?2W*nn!Tu`NE!ZBAJC%-`(1cH)Y3LH
zBBD!~vH6-4uk4e*(A>g81_q51CVh=T8+X`yl35Q|baWQNJMz52WSLd}I|KhLHA>z0
z0ZH-kf0>#m9TJk#g0iZzIu+>>5eU4smJ!CQ^qOUql$fn--FoC%I(m!b(=P3$GD=ko
zVNp;}iVWvUl=EC_rMi+mNhs9Fp`2<|16=8^_Gi=|7UdusV9+K1^~Vei4^IY3wwgeO
zQ|`I*71Fb^T%Yc*)QCnZYC3h5u=nE5kIlSXc>6>9d36O+^|Ho8)afF(w#@75>gJp5
z31SF%W}Ep~80Tt?ta`)IC~0UaxO5Z#GH=jr{G9)3{K>e~Q9bgz8ehs=d>#jdkyNHD
z`_SNE!_vPaLoyhR=;$f2r^%-X0<wsS>Iw0s8s<Bet_(-1oN5W+rcn~g5}+n!B*nzU
z1a{5%bkr$J3e4I&I_`E0<1~g%&CC*p%q1ixv04qm!nxd?IA>QbNJPseRC1r%pU+&_
zUrIJj$c_w_pdu&ddV7O^9P(X)9{qpkkqD;IK1?BrfBm%R!@Cb&a$X^ZcVB3-<y2JS
z*&l^iS>qS#tz37;h&u47$;k5MT(sEV6AP7|DoNt0J{-55xa>_*kyB7)@Hi3&!6KXf
zNoSM$T@*P67S}?HtJRO4qobn~a@9UI?{o9b&CN)mm+K|R3-C%?kb;k}A`_${ES(=2
zIt^B5<K*o9`!^mM4u#cuQ^ImAduW8EtI|0{Nl7U^Gn4+xVrML8M9;B9QcVrLP%4I;
zpC2Cs1LN`Osj>XAIOe^dwUV@+MwKqsXE1@vlS_(<%Cghqy%NEkH6L{P;XKhyM^)fP
z&&S6{NlAJ7aME>gx044QpO&UwEEjmcN0Z5ATdYP6dAfT~KtNz;XZH>sUUi|z4cwhM
zJ03GL)`KENK1p{{k8`cZugb^_F!#_PG(P>&c$_xV;a~<$)LF=b`ckG<l{t%#fQ0nA
zmOgXaFRHY8*pFrNU5ITx$toy-b4wK2EjC#H$rB*~C(7h;90L<4o!cItLMr-Kf4`JS
zsGP<pgw!MketK8>lg@`cK?CqyhY5qZ{BE7jFD|T?nwawZukm1EVOiW(^R5o&>I0s9
zQtBwAV~s5>`<Gi>Tf8r*-4A9hetmv(dv~`tAQOS04Cd_$zS~qYUQxmMq4P#J47k)3
zJ`pIX82lpDkP@Yw?%%(^EHCQ|-|tfR`T5Pax>xjj2Z8}Zh%ud<n&PS}B3DT^bbJHW
zxD~h?h*flIM0E6bxfFUTLku)DRi)Y8xbxjYK_jKDE1A{OXW0Dwe12Q2m**!!UZ-y=
zE!25JMd}&6&g5YzL<N#j*tq!gy+)vj_A3>MHk5$FDC7wf@$m52*<+FQ-5jr|$7(sO
zw(Au9itFg`&wsxK7WAi?@)W6SnOziZZEZn8LAeg499w#U)?+g_8_x4gm)3@(uhQZx
zjgXCv-*6;;Dy8j#FV8k}`EK;mam0|tMq5cs7>%?)e-vC?T~l1y1U!#5s!6f7p3W{V
zlFpyOh9zU6qZCS$9hsA}!oi2Bq9B7p$Q$3@E*Ol;D<DvBF@g=1%4{$^m_Xs|?%p>)
zpAJe+XFP)lI=TfJIn`Tr3iZRPkzB*Zc9no~0k_>>@nqt-{BEU@t`ic|ul23#<+*Lp
zRc)07KB5jImoT;>h5@!Nva4QdPlH+iCsb*9+lYA`ju^6mSV4ihPHNHye2L5Bt+W3k
z85x=C+l`@(Th5z_W;~mG_Oi2!aS_+cT~#nKL8UbY<9uHyFDABW#7=C5nn!G8Ek!>J
z*PtwX7fdCex_*2do0UZ%pUP+g_PzTCMKQ6r;R<E9tqsZrgk_JHQ_9&QfyAz^u25j7
zlYY29LX;(wlaWbgff*UXGC2PR1(A__m+wXkg^i6}B-H^v+RX)P$|iH}d#jGSe^vpu
zT*>C%-Vms@yuR0rV3C>~&i`nzo|4LI62cLr^E=ww3Ra+Ia090?9M_W5FsJu9uPssK
zPr+i)GPbfB0Kb~fZh_DUw$Fy49tL)!fIBMBlT}T=?^ST<RH_qG*}^d{N`2kkU%@2U
zpGw8~TCQ24R-#1YpGBrBiz<eiOE~teKj_jvauN6G_Fo(lv0yrv?JTDE@9(ln!wZyP
z^M8xZfgu~1ZD^gE^d`DmzomQqcMv=R0=-)u`3|;sW(k*#fXCs-EeH9}Jz?+bZD#1N
zk5}}z?kX!8Ls5vz)v!@fMPu-}au>$v)QegD@7+@B8X7nuV@~i9H1NvRf&}o0thzs)
z$e>2jSXeIeWtEg>!xSyVFk%*Sg?uOLt;S8qv$C>q4xDmRU=Xocy-tl&*oX3EFr~fZ
zcwyP0@wFVm)-Wx_R|0-lnc1NAyGvaudxTXX*jN)`tAZCLzDxZ5rVFhQt?<8_9D=wI
ziv%bH1PCuIEDX;lgKM!MCWVKGe^OZhH;9zVsPna`hzhL0j~_o8TU$qfH=xE?-kxsU
zH=VTn+vo`cWvG-8l)`&%`GT)%|NAR!#*d=lkpBkaXhcMeyal~ZKgWqY|5Qi;vlBH#
zp+AK|8w$XV0x&c`TU#e9bvQsBC>#~mpa+*3l9Q7&e75A+wYS6=fgs~x$jo!RR_aE9
z1<4-vT=Rz${ryknjdJL5MGqK5-oWSf$mheT?28@QoR#_cj~xqSs(0bus6m28hGk&p
zm+21^6BC1?Z)#ytB*;ldLlZWXL{o1$ik|}61!#y`ITxvP`w?u6w3(NeZrDtE|M{-}
zy%tZQPYRwaQ^?^@0afuIr~^T8?{Bw~ls|U*wMeCm=85E?QAqv$_5s>LM^0`SG3P>B
zOiUeAx3k0Jq1bt%zsQ}f=UBNbLJToxV0waTxY%SLrO!MtJRIqLv2Bf6;e5Qz_x0=7
z$mm})oI7#By-|PUUQ#5u!pXa2g+G36|B+n^t6F(kL+E>^f!+W;zqp8wjxGi;1gOZx
zi&!~=-ifuftPonr_0iJh{)~J^hH_H2$mt^`hHq{{Vg%h^50V>_mAGXkl!%v<Aw>uw
zug~XzjtA?;DlvOovJBi!qt5$%hJ@^FMie4`%F4>h;Earn*PEkdh>eXU=j7CQM;06x
z7x%H&_zS97coYr`g0HV{LROaE=98hJVaV{;pdc7h@MXj<t+&2#=w;&^G6FG92$=97
zNn_L_M_Oe^z0DVlUS&s@Pi2{~5y<>oV<gg8!}S&b<Pz~P6mUncQxqU(ugl$pevHOG
zG6)z3mAtY}b)9J+G(K{;4N}%fj&7>{kg|i~a)W`vTp?M8P1&BsiG(VCr4+OOjE#+d
zO_!;+c%6}dlhM&#tZm}V)fY~20TsA(eDp9&5dStj|2+TuibA3Kfs%p&k7gmuT|*Yn
zf?ls##{H1|NUY1xzdxPL9F~86sjqkC<75Ekk???}s>Jdt(=N9K&rIBGl;Nj4;^bt5
zV|pfSjvRmsOu7x<)Jv2;>gv+7yhB2ojxqu8l00rJZr;b6;iUaB_8x_b22Lq26dG=Q
z{liZW#b&A0uajj+MEni$q2ayt|Bj9n!5;as-HQ#N5y|S(90AW*kE6xC-~17g{l^Dw
zvZG3nnii4Cz+vJPSNaRGi3tQamvtyY5fmLAl^Wv9V`M~}?&TI#tfDYt!3_;RKg@;k
zEteL~h;s4H$8-5mWP)NfOIzEDq^4lhLCCpPE=dxt$gGiWoMHi9;C}<y{Bt547{!X}
zyosf>rD`zzp0FY!Asp7TNC>9g+oKHHZFv%VLe&Os{k0}NGP1H{%*?Ut>&9=Pq4NY*
zbp6L7#fR`43#H?zd3e(J-S=w&U{Fw0e1&XN#fs3FOQfLm4*+T*tEgC{S}4V6)R_$q
zMt=}LWL~M)97`nN;dFhd<8i!9XOUS60F0Eg;59E(!2#4l2upZe*jhl4u>bl9OTIh~
zt>yXb;>3?ZSshzx>8eG2Ot}(vfc&(obo-{uA}uOXne;aQ{kvG^!va@T(F5oW9-j*(
z4zvC`m=p>b>>+7}KJbo?j$1B#4h{}~viUIN<>i|k*TxQNx|H19IKeKVHoLL2Gr+Uv
z*K>b$pt(IjNzeT{{F&BV`~6rKBCal933#3fVv<F@{XSraO_qHxDVZu$r-8s{C}??y
zj_T;3Vi&JA#t~x~RaXxi6iR*DI6itSH&xo$)MVKgiG_=YH&Loe0Z30D*k?|!ulu{Z
z#i-1-zQQ2Rx46>4y(c!GE>#^qcmCJU_DKbzYLuojNN9(!(EIM@_j3D__yi6fK?OwR
zGG?+2911MHiscelKu`g(jqLa#hK3D0o++?1%XD?{4ka{|X=GZ#8o!ZAuSp|g>Kt&^
zl~(uRIU~O_7`-OD4NxZp10K^45A6UF)7baDgQSg^X9Yjs3T=9VEzR3=<HRpJA>Yw8
z7ar2)Ih;&~gv<IFFp|f|$N4%7#Jqs}GGTl5JgFE=5;u2TR?!X7-2UHh0`4TAu7_p7
zX{jt&Uztmu-#I*kcJ+6F%fODoYWxcdU?k1zDGg|8vGJ|#y5q1LYge31J?`FCGx2*G
zDy-H@!ENz|FOy}jl-|n9>iTd&TuTc(i^s7TFa>}y{Qr#3knp8vVjCIuPlR!|xb2~P
zdwUO0$g8NJ9v>ql<X-HIPc_<VL*xvkq(UjlR2L$`Nsm{46CUD^-dxx8c#70FCR%B$
z@TYwK4Amb?BoAPtSL>m-SYG|+X`a+kl17ao5e7zx?mZ~+UMC$l>HO~Wfa6)tRT~iU
zyS@7iRunoe?%>{3$&VjD@<kCe3ed^_tJH(zutfd4gy~Ab5!%^>Mc*P0h|Vw=W(2<Y
zf?;}r`)n+@5UHa|oqCPofX6dwNUse*ux#w?-BVM5YhZxcE0xA<0CjqG1=;M2YQNvF
z_^6}91`x3rid+G@(+P1j0i5r3JkPTM_fHb@(h;aig@*bs+H1H^S93=CKb^jS!AY4e
zv9`9R*KI_%5Lb`U1zYRuTm~=o-E2_L<*=o`{gq3M|F4#w8}5B~I$L}eV%PI<LNRr(
zz0vs3)PI-u8MCaBadA5}UC-nk9O_h8)<AezXs}LtW=x9r${idF<#RQjp_jb06@{8#
z_`&Q%I%>n!Q=ePX$ux~G1^$Zv^#zAQ_)R%a_`XS6Z1awS^1smc+J|#GKi(EAyvc~}
zjh46$J%Nnm8flfcLyAl;ck%)!f0#)JqaLnxb^V2@>AWu|{^P@zAQhUDC$=Q2rcTC(
zXA4#;ES&gM@vwT<%R+SipLjHun7=_qtv#PWnQ;TCPzK_cp-}uoeQ%+j2H+K3TwG(Y
z!$+3^Tww|pm4vjknW^d5uC6Y*|7wDJFGPPVi5?zm5JsYYy-J(qs2viu`(rmeC6QyM
zfm-Daz;TrZID`zS2~fA-`Qiz9FoMzX$;XJ4l@TN|4BX$QBUh);S#qq(MVchieUZT7
z#Z;*z#R|TMgM|e`5p*dvrmrrWk=UlB@k)_9VCn0S-6BWzhFGOgctA1LV*OBv1!<`;
zlf0Z&C{iSCJm^IX9wI_k5%VhG7vH*VYBbp`y!{2V5AT<!n}t`-1mE|)T?C7S?j-K5
z1<A=O#6;|EzNG#ID^1v6mA(w3G*43H_^Bp2JqsPl4+P$U(TmNF<1MZ`>B9a#32(H=
zzsAMA@9gXxp39`ftZ#1Ch9`vX>rB@gZza$Xvjwngb7Mnw-+f<Sec|lW<bTCVeXH~7
z-d6`W2+hr&ZoNG{&}9ETj2-^F(l#7ut7;C2W_t7f{d?it^&m0G(?dlKuX%E6s+61@
z0*z8OsenM+-*;k3L^bb8gefT~f?C}V-kt)=ZER~B6%&ID7M3MYNC1OG!^D&j6Z_h5
zPjU8m+K1z`kE!=^3oVyU(~cXM@b|k)sz+dF?|5$Sr_=S{^Gi!fNl8H=Au!)Q%3+I<
zCJhaajHtK0;$>JALKzPaZopfoD|M3A0$+$S6t25zFcIIs-}x6OvJKECDFp>IV0Zm-
zB;!Cf%pKX;$BDF^TmKig@pL2aM*B_0)3w&)n^jLP#4JmgRz`C^UmUKgSk_M~x1^y&
zyILP@c6QbjTm?BTtxRu!f23j-H@u#n-p0W}MZJfsi;J6DP4e|6JUd691q}_EZWCrf
za@S3d^!t!Lbi@tMW#t`9`^5&?-rnBQ<i6hCaPa3TWx|S+x%5RV&yN?%P+-o;(u<L9
zdy@+Z<tV2G%H@&y-@4tE@aIA0f&v6Mf+;9KKwHF@mX>~{(Vz%FKR;*lxrPFH3p|YZ
zu0Rp6ucc>XoNZ@0p0EFgwh$uVwo{4Z;N#~%KN}#SNE=Dn0fcq*bfYJO!wQAVW}5ap
zD@{JM<#=eDr^$my$g&yyqZ0(K&ZQpr;v6?83j%@k&Hpe<$@*w!X7;)S3=JW*!3OIF
z)ka;+K-8cH<?Vkjz?pjiE*{yMY4}ntMGr<DGX_wX!sh7z>aikf2)wz`!T<AvwT;>V
z+wxmfz>pcw+uPdOKy5AO4S4(sC2=rY)d$p|J}_e?fM6B^u;w{n)^m|Sd<ZAtaR`5U
zxQPM)BYdVpn_>Ln_VyhjA|jjpA}1O)HZ?gpx!WX-_4jiY-y4KCo9FG`HU`HnW9pX+
zv(f`nPtpns(OyMI4CGEO-*zX9<nt4vs6S<YBQgdG;-4G=?Tn=DFp_}Rce+sxGgLY)
zI>A&GG=4;<22cse<U_WV=?sZHsTh)&u4&^IhZ0u}X81Fog1xb>sA~%g3$bo6DL(8S
zA1h5`$mU@)=}G{i`{v^hQyBmI%Z)6@&V1cQn`nZYwd-40Wc<@r-;=W`Wf3;(NlFWE
zAeP?UAJj0!bvjv4v7xPc!x{P_ha%BkosUGMwSXnCBJPnE<cvVL&&T@s+bOh?xcdk6
zfRl?0eVRv#66E>mfnK&6@JL<jN!MViunC*0O!?6+=oO8qt!o#pm(I+Y(2ALIaxXtt
zrlaYkTuhtYEJ3`3jlI3H^EQ2E8h-vvfS#NI{sO!DPoFD#uz3JE`0(gRbKhpQy=6<q
zEe4g<qmukGpa(W2h%Uta_d%(>YS!GcAp;yVR(6In?902r>$?-Pv${TB9v5bu0U(2g
zhKB05dBjjFW<o{IL=K;C+i4V{{r)$D(TOsM_)DbQh)?Ye0P?0{UGULFHP14V1_%<>
zHAY=ZQP@lfIqwk>3mw-$nNqI)Pw39q$A{nl;o4#_p3Lujh-Q9%zSe9YR!ks^YU04f
zcocuWi{$z!NVieWoqnNZ!47eyKUfQ+)byjUwIef}q2>MlUS)d6S0xPoiSODNubaK7
z=;tw_sL3)$ox1;6SXc}L?ks@R0dx?%l~&D?7+b^(`fZyyLj5&Q$j2Kq3AB)9!&ud9
zG-fttzoui3%E+PXYeul01OY02depqe?zXFfCH*7tB>+sp`A&ZUyq98&pMZdL_*|(y
zJD8hG^n@bAgDM30BBMd8MoZWJ-ZUXP<X59@<j}%U(uYx^M-ii!47fPr)3K40-FaS^
zb51@HrTYX)d+dp`i`dVmdJ3YVP&CT9j3OnIZJv&=NIV1)2UYBEr@t@I*z>3QufC+D
zVBy3WnisvujXk=DDpd)vxvyyC@Fu_2s@9hsh$ZqqsA|4F?RgIz3dq(_62QJm0KQDM
zy4zY@o(_-%R=VK>phFC<wGd2JUS3|6A~~$tN}Zm+`Qm(jx2#>y_Z3P<sa}!Ugdy{4
zL9i;p8Zyq6Z4D@nG>-cA2JWAh10@t<zgambFFwx0W^4o+nF2Bc;iysD-ZLh;5bP^^
zM<(&{V>+&&S8eT&A84PUdK0PSlXnoc0)ZUDfX{75tDvCJ3xGJYn!0+*oZa$I)#(at
zWuTKsy@7@ew-`x<2W1c9O+rG#2DHkY8%T)3Q-+XUIK5`@?So^=X5u|=E+O-&xLsGf
z!9YKq%zOfAtgAkyo%~;$j?Btu870a0Tie@_V8uiMLJ|eA5?ODc5)}`R_V{ed7~-Br
zED?qnHHPUzomh$7{=bK?HJlld8s<9JdUxv_KzI-5?VN}2lYib{YgWw}6tD9{oc9b4
zh6BX_)Z*k1Vdz-t(;B#3a%f*)G<;GLy|Qo870I%2?<QpwVj^WtOQ<Ar*Y5`paCHba
zT8sUN>mz%hNLg6o9J`*hYC_vTrKhK#0%`G6!-Klm`*&|TJL6MevUq}E849{WUiv#K
zeWPuQ9xe%*Q&-536!2r3xr^l*&vi`bQJ_^AX<i;L#(lW9BnOt32*`R78;9!DYAp~S
zZz=p<gaolLGzejqMEwRHOaoVlr8!nCyZmnF#7%bwHc#`RXAH}Vr<$fe?0NWJ?*0aI
z>(V+ZSfY=dUpGOiX8>+`Svn;*H`dBi8T&sL(iVUAv)+FTE9zDcBj@ZFKZPIpu}7Jl
z&Rr*E2{OULXV9u#2WtY5ny+9Msn%O60^O}hd5MzpGE5(ZLRxGzGg4p3rfxEjN)@>v
zo+mYkYKv!#ru+jY!;|)Y@1If~)ve{R{Gn@VTwLvFIyK102Y@CgONh|XeWa<Zl;t8f
zYnumr{*pGjI_078$1JN>t5G+nxo+2REOMu92@NejJu^G3wV50nI+K^BRF6(fpmA_;
z00BLuu#f@(j-IhGrNUuiA)j6X$M!EkxqKz>Ky(_env<24y*yqa00;r>YyH4Fe4&t+
z5k!RH^SzdmsO6yw>G-w!lXqszxae<#j=I;rOCc`>f8#{;u!)iw%En2k*+VOn$3M=8
z?0x(q^@R>!p4{BrXhJ^p&lTD==lukZpY%6w&;Ef*Kto9xJZI<|11K>x?ZvZ%lvJJb
zKdI37B-I5l<bbTmj>&Cn*Bh0gtHBf=NX5UAn!{QWEmle|Z}bR84UU7CwxsOw&+!dW
zN73L<Q5Jbh24uWky9R~UqiuEimpC+#w$Aq}YUl+Pstp8ylJSQ2{8=Ga5Km?Ffr3nx
zEPezlPQZeafhX!&;Nc=ZOkdC?A*2d>az~2<yGeJjuMnrPHHSPvQ?Lw9-Fa;{)_F8B
zB>(aY5J`Xif&zFaC8@uNRwt!D5{qGXt|l+}M!LY%^<Su|T2r(V6^lsRMq3z0B5HTU
z1kESa8W^Tk$9w~V7pi}9uoEZJ>W(%-cD_rg0YStn{8$VO3;^?_6h;GCkU^TsVgu}o
zRP5~Nfq{W__4P*c?INqItJy%;LMGs5^*9WiL;ws1F!`|PXe3ipQ(ouI|495V(V89C
zV1JE|$AOy2?s=>){B)@f@jsZWu>y+pa0|V^+TO+UyEnc!-Bx)YuJ#2h4YK}{n<M4^
zSy2Cp@O$}J3!#rwI97+YajK2fr*a3EyDgEioyDa&)GL@-iYoU+4jBNYlYIk$G$#Rk
zHAz4Sg45E{O7)r@GH&L9nxWrdGb6X$6=<Ym>EOVen3$Mcv(#Ws5lbRsXh+n#`T!s+
za9`3(Ih=Rj0^?KyNOmF3&CPOmfbhM(fguGqlbi*E_^Pb2a&ch+Eu5T<O;xAUVTC_M
zG5CJHW&R;4k-YcY2eHqng;MYdsnk-JyJYt*Em-{E2UR;R`Ef=p1&Ld@yMyJe!Hk5>
z;4}DyXXVzhC7(?8qbKW?R<6LuGdLha8v|KYzr!abm1$;*);kd}tw^9Yxoi!hrL+&j
zcn5w)NVpkT3q%xo#trRy!Om&E0!R`a6Z8A|&t_m!NJZnSZu(d0HWmQKot^><p2_JD
zxBW74bEn!M^7H`^MW0(%-<}>sqCO^?lXok>;iN^3^+%i)J_&s&p)Mg-gj{PkJ3s%y
z8%blF={x}|0IZORfjE+bzx<jSrrjLu>@xE5;?zkADJeypnA5Ks#h*+rM4$q+y6wHC
zz5WSk?uQcZz`8n81)&ICASIC0yX~R4xCB`3P0oE<^1#$AFBJ)#E=Bu9UTbM#Aqg1v
z0uUiy9@bvM0jmWD7TAQ7f#2TV>x;u;sL&Pg1oV6@vOO7i<e{N2-WRV*ldX0LN10KV
zg60$21zceu(P-&*Vfv<^<Va|FVpgJjx-#xen|8^w+vp+F?YZ5QCE`?ZM+F6<rfNWW
z;Oz!nu~Lp4a4OKmSl#zEUd1U?E(w3cQlqYbAFfmY&~DdezLCg8$A-<c5MOzV1osD6
znYc%b_HU+Ng5cnSii3UvnT*Y>AL;p~>*a_25;u^dqyY<;@2COby}@=a7HBCyJdSjM
zWPKY~p^f!cey)b04t^{>e`5O=4ZI?f#jol&UIO0r)oc9SH6gY$)1z5D{~(YMFcnSj
zy!?32GS0qVDHgVTaBVyo8uI?L*%!$&UegtTY_z62-hNwv0$dj$gY`w>SpWU@=G!2~
zEAEKNj_mw2EpzrkJ8XG*p#5$e1qjxcjzhHjvqz)HEBkR;k!bxa381(Fk^~Kw3-I|E
zMz~Z^^y<vv!Ah3g{+U7xLk7fybPl-eoQ+M%Pu0(G7uK7To4fTL@5g3x?yLuuaS3c*
z#C7BAX-G+-l0+1K);%CpWK~%n5bTe%8MeO@4|CX973xc~GTmf-d>XN80J{#LF)I9+
zDvWnp*nG0Cu2<413|e*@&rchozsp0|Zcg6+>xNl*{*8=`jK^(<3zU9xKE4cKo`B+0
zINJgA$M4{=GJdT6_BS$J0)Dvz(X9VhzBsEpJ);4FrKLsn@$W*o%Y{`qacJ>t<Rxj%
zq)F*ai+oY#*&TZl*ia<%uoaYm+atKf@1*}WjgR%`JD=Dz%MYP2jdB+j3UBWZRw3-V
zY{SFDZ!y=t1KE6g#dA&a-3L)o(F}4M27ZwH;JMoGGd8Z3)=AA{*%=ohV71S5Sh_wt
z+W^@BQ(yw);^W)6od8Yf?DA40;ws_xeTu&T6dqoD{O865G`*XXFk%1PvS&hX6lf1*
zQemOodb4r0x$<KUU43?seh;J=lHu>tNxax9K4ZDjNFSRN&djwN%T1H(tj3*OTwfl}
z8EYmY6N-w8*vSNbJ>FfU&{(kJ0cUBp><whJ+F&1YJpsegafv=OH1tuoT*TK%6cj@5
ze=$6#H#a3fsphY(c2Tc&+_Ao2S`w)jAHundUggMib>87+KYtfv%N<aBFGoQm9QKrR
zT`z1c1lLT&$Y!M+&}rJ~y($<Yy7DI@GGVywWdCGjiWb;I%}g?-r*6}A)USa5@qC0u
zw_zJbv<J;Z)z9lv+{0i&a(!KtU%+Gbt7_lH?llF98~?A(;66K%h8!uw7^jn6L-Vm*
z3>r+Ot&^^es^;~J@%;4$;VwZ$c%z-It#IJdLh@O1tu_vZl|m2$5RtK-{)}RMu~Q~`
zT3*gA+sE3`e)ouKl=sj&Z`&|4aG15QX%|#)+SF$^(d8d_wmU%qX-QAV{b4;tO%{wg
z5W9lO%$x@EZlb9Q)oR?P=nkDu{d5TcsZ#A4;^N|Bpy8QVThl?36H4bPspu}vvUtLl
z^{ceI9_}4h1#XEsmPXBe+V*s7USx?^{Cdx}2V@mwzV~%wAKshcP*YP6UjQI|d2-V8
zC*yBhvrtAx%>2(YHmmXOuCiv$`C1cbkVx1Dh!#=}`^}A>B;b||V08wUmTcfI14n;o
zWQ1YQ5ZHI8y9uUL1AUTcXb+IImzamVgtz_+9#4yG=GUmJP60s>p&6rR7Q}@g3&CDt
z#+oychI77bezQ(M%TJl8&B%z;X++RBFgeowSSu>!=7uE|$IZ+>E%ok8P7aZYiHYCE
zC=Y-#`_s=Qs?2nAReEV4o{((&4;>w!ELbe~KIlEBZAlXK@2@b%wozBlPnRrW+P#aa
z{u6uPG6rE2wz!6avYhN^xY*YQrx!|v9;CR*48-C!6DIC8Y!!}P<RND(o_h0*4ADJd
z%}yt)ZP7%CQP>}>7p>VdqP1rfhRP9>l`Q_h>_Z;Usu#5S)C<2>e64|)Sj~ShbOpvQ
zj~IYjqY$b@h-qja|De>mtsyP=@ZVj`i$VJ*gbCP*%1fi6m(`awjyV!MyrBpT8eATw
zggOcV-3=8a1>{f8?J(3=m~jFvEvUG+>F<T-KR6tp2>RXP<1j}TC}u^L<fs8Z0v!iu
z0LRGhcd=qtG8-m)h5}t3C0Ra>!<trQg2NIlF|pIuJGYbSE6cGp;qh~$)TA|4cP@>r
z`#R6#<=;RD{#-f8DApQm{K=%$iPl|FMn*+&_4c7>rA;q>2y>#AeSvi>XGtuJ8&dDN
zqoXREP^I6J2!d;`AtMC^BsMm-MDc{b;QCnug@3mE-sp)`URn#ZUCCeeb4oH1d0+Sx
zdYwMUGr+3k4zCN&3XD5W$JOl0a7M9qan?Hag1a+p{Z{Ml(~b4@Z|U^=OE+xp2gjn}
zs-hn_4`W?ctRER^b0Wbu(l0iLjy^sN9Jsxc<7%Jz1-8jqEi`g|e|`z6?w`)O5qxx{
zLNqzv1KSgy+$mxQh^@q5koEOEk>_ydtR~Ys{O;IWs468aLM_lYiN5AHqHT1J?oF=+
zqY$lk!-R;p_!9^UA~;gfg@;xl(UJrLuXF?$z@xxg*WA{)<l6vhp}HMqWeS#lXJw;i
z&fD|zi+S9-gt+J1@P=$o%jUdMxE$eMlONF_erLOqTK6?ue~helr&}@9=M<UT6S;v`
z1(+MR<7#w$JqIYt{eS*MdloC0^ptB3cW`ISakOk<bwjI$+@R~Ca;&7Uc9^UQ@2)&_
zDNe!Y$(q+0$#~&@$SHStmta)<X&wL=oI3G2U<U#R;+q!|z35u~AUX?F-%#Y@g7r%N
zBY+Vc??<=tdINEf*|L?}{3C-JgNC`Zw6yS*hXWptnn6q<6aX=L2xF&ieJIfm%jx<3
z)t_|U2n+&_p<GNcu~;@l#w?CgA~R}bEk+CxMKBzZCtX%!i;W6+YjM^X!_;pfUCtCD
zuy9kB|N7bI^4S)nTeE<+=H%vv`57emG*fA)sUr<LeBg0#a3&h8)t&Dz_tXx249RUe
z+S~sl<+hvurk0zKKn6mG^2tg6^#Z7*dF-pJ<N~y~?w%fT;BQ6(wJ#Fr9<S!_euJ`Z
zL}`bs^g9ueiSfTGGzqoJ=zxIVAMMhdio4DK{g53eP}A5NLc2VWolR&m)sV6N>y623
zZN}~_spjE!^t_FWs$UnQ^!JK<*bD%Xvlp9j2zg1tH<qNsGVXm^(WG!)hztY(eo6iu
zZ9{KKdpNF7e@VChWT?wf*OBgw14RYoEKGst4z&FPE<A5<6hwgg$7iebG=pmZt5XD6
zeQ<D)_F5Q3Ahjw#{=VFsic<Wb2jU&V4~HDfD=R}Fg9+wUk#>zCkaWwb-fC9Ad$Th}
zcc~a~4_~hFMqXY<eoF3YZ*T9lI_!O$a&wr<*bwfyyPuq^MA20gs_;3)Z;1M>2%AQy
z9E&Pe^`Pa4Bf5Skqvm`4pSt>f1Ib|guQgtMhV09{utasCL<$@8&In-sZ1TImRaf8S
z_vpQtQg+tl$a7V7r}Q|E4&;l`O2%jeAVrNhiAK5D_vRRcmkbJr4ZR^)`#5Cd+GwuN
zm`I3EJPy;|dacu?M=NbSKp*St>k9#!K)v6c%kf&*IFMo+Enhg2a*zpl#13Zv{wO5h
zHeX;5kAq`6`We8^cK=}@$nSA(fY;N>vgZz&albCSmd*spn*X~3iUq*TNCe!KgRXaX
zU(HN(+MBMhxe3I*#wS6@MhAJ+sK5l%@3ca|Xh?*{M-ncv>RdK$WQM;0g^;wyRvYTP
z)tzGh*PF%@rt;WBW`o;+hwHkRFI?aLX3M<+h}-;PdvttRRPxW=#qF6{=W2UKHkJJC
zeUkDi5r<SsVaoYr>FDUF1#l`~^8lrc=WdJJ+lsf_1oQRM3F;-vBtY;3%G#Kmt^ogJ
zSGXQmL~uw6dLi_k;yK%|&vcr_rzR!uxyldrRPBITzIPGq*IlK-$MDiV?if)fp{Y#8
z^29$qns4dHwfapctb&ii_XVThTnRF=j4W8`(0c;y^XZaUkIjRTgjht$BTqP;NMx+U
zY=B)+ysx$7Af46kr_@baifNvRppcL^kjxq;!;AR>MeEx|biBQTpBT7{Pz0dg{#<I|
zNY8X>cD35}zaerIIs2rBAM<CFZO+MCJq^DRq-Po&*K&dNYBN_onlBz!+tf5W*jabF
zx;ud@?Dw&Bd9wTKxXm08_QP4ZLcTzo?5aqT!qQ%vzF3T<8DZ;nwR+pLlUUUS-1uxA
zyLge?D|hM$TPfv`H3UvvZEbC#l90TnR)6|GaD&j1G<DJsNEpd{z~+DM*v#hBfAa?~
z{tN4=o5x7$w@8q(%t2!PuMksR-%)Q$4VS(13rt-!++*VzFVQBoa~!R(DQv&ialCN)
z-Gzw7?dcbrE4Xj!S=<^%^`Uk&H030MG9@ttTw@pNsr(HIH`03=0Q(d({uvqh*ByeW
zE4!-sjl|_-RS5D40=z7sEGD}VTwh;j^E!(a9Rex7fnIEbpOGO-Yd>=Ot=$Sj6b^L!
zR1u<)-zA#Sr&A`><#H@0u4Tjm`50Z09tIgz8AU}4K%3jIX7%*jz0g3;F~)8hQ%4t{
zCKA{A8cxuh{bN0>VE|rSlfC<70LUg*Fjt#ih-3|wrhZ}63$4X*>P7M~H%qpW$RqYY
zJw2s$b2K$2Poh@rURb~b@(;*-OM>+mKLYvha3SjBkFO~l!p5FYWW9?P@kTT_<(cX`
z4hDwJwSCPNT!sP3%KN`Hm><2~2#=78Xs_Gt{ZXxOJse#9s%n5Eu}QSQm_tonY@Ohd
z+zXdP&1Q9^E1b?*rm*KStQHm)CY^9n|NIn%uZ#^0{mY}Jn=Ua53VnV3hVxtK7sw+>
z4^GLB<w<RC|7S~D(&f4(qXj0V5}1^PB4g7D6yAD44+PeUdH;;u%2aLb?4qNh5WnG?
zw6?Uovc}>)-OUQ#{W)L`0_-5tC}S8v{6K#5V}FxAc9~a<DN46}?pjDH8vi$eW9Nt4
zs;uxs*umK4Uz}s%vd>A8m9NPDHNm$$GD<}+kX7-XnB8jDl-yy3s>73om5XYpF?ad4
zCvX352Jh)!W&6fy$Jr7eh(@wGSR+QB#Ae10pFh|_+ifp7ZT&_=M?&X4y%>)U@W&ls
z(f>B`E8uXU9!^?XnVo~<M{O-_lOr(UH^Fomo&(S|t+LXoT00JyKI;I7oNb1lq_h18
z1NTqBGFs|J2vH7k#y=>n7wFi)FM1EWUbmA~A`s;$C@65tyny?){8yzgLA*W!<8Ejv
zYo6JlR=_`#ibg3}-dM%kdU|_jCvALKS50jKvb~KERv@WXufE`94Q>0ZD}EUCadFmG
zUUUsAv=KKnBEghmHRH+3$-9W-edi<kfeuGRs~^6tt?lvl7HUdPl^{7{fTcxJ!b@;_
zn7sPOW<sqRwRVR|q>2=dQ<C+#f8};!{kcJctd2HHRn4|0Q%j*XITg-aoAe+z-q1Ch
z3mmQ2ihX!^i2HbA^O^#>1=(SF|G1XcR%{<ihnaG$iHQk9K9^v8E}K)};Mrb!a&U87
z+VYinsCw@}c6LB${Tund+M?NTQl(*sZbrzdtXsxK2_r560Y}e37~jP<o7v;7OBClc
zh#r7!tQRCj8$g0Buy@`*Jh+~$cAUfOP8X~yIm<u3P(JnyM=>lAx90dID97;&?OxU5
zICu3rUw7;DR}zSKqAm{&ne3%9nP2-OD=5kyT+kz9GgG!1iEJrv`BsO(ThdvYOMOf@
zQ)UY1DU4{ud(zFAXp<*~9^Fq8ab@!-P}t7v;$dS6MD}<%tlc&F^2F<F=d)nEZ>&2Q
z03Ir^tCb%LFq2d&p;AKuEE^jev$#E=8w4i>?$30M5ea}U`UVEh&d&KJJ)uS0?X%Q!
zC3S#@0kkcZLa)hs>uCux>IoXl&8k$=Bt5_(kvam;7z9~40lv-$EBm!I!)!oK+h`8K
z!{b|sW;=-Ztp-?e!gZ6kh-}(7RT>OT+!j{0|4ig)9#iSE@!xiTPWNy(qA(suV>Gf>
zENnjfd3MW2{NaOyrFlF>((mh|;THCZ4gpZE)K{+|&I*d;aapb=adfgbNIx1i8AY$W
zk$tX%bsI@{lu){2R|Z<QQkFLnIMl5E&P|80T)5)4ux49x&_AP?fDDMo$?E9QQgcLP
zBso3399<*G*BUx_4EA=(vjGv*e67<T%Zv^k<c63%3b=WBfBwPHMju!D{gSV|)P%dz
zWwhJgSXijGM#;(9&<j5d?rqV{Ui|in^J61gaYxjjQIv^h;zpa!=%O-$k8?D_B6-<?
z+Q`UnXw=p9|NL=c<LFuF{f`F`aqMV$sBS)M@S!90cTJb7Z5#po4-8h;&rSAN54QK0
zs$1dgoEnv4#ZMVhkHcPxo-`Nf`T;xwAAV5;vhQma4X>E*&sxhaH7UwtCNfvWjYES$
zumW?<#-M_*3>ftF-Mp9)!@oDVY(e*qW`t?ZzTP=(`*OR!L-7hFJ5}OfGA;L`TeMTy
z{`w4#g5t(iGa8gb$I!^oZ#n8hV0AIsO#iwvqEYLLq>J!G3Xc@?&W`<BTgx^`;w2h)
zymhjuI9Hv2`J$hndb$P0#=;QSCXf_vgrzJc18Z4r$@y4E7S~RK#{b0l``Jq8vJb~k
z(3cw|BNz?tJI7v9$1&te&VlY(2eP`a;ki2bg?1zcB6Jp5pg((g+-Url!#B)_@0VP)
z((H1-Zk>3M7@-ic^|wWQ8M#&7+=a5a-obT^7N@-VKLX{xvqiUbE{y&w6^+Fzf<L&5
zaaks}fzMgp*4di8u@o=-@w=aB<FVN|H4X*boWJ061&De~5wO`3OW_$d*grr!c3iEQ
z$$Kbpdv><<tRQ<PtfiSP&0+71=aj7$^0PzZfn1bU@o(DnWu$lS)<H>xT=3py|4#`h
z4d>71w$Eg5Nmrmw>aC%QgtXbO(QV-vTx^8nof9tvL&8*DKPrAI`6-oZEaN^mn?4hm
zLf^#1%37u<%&xCcep;@`w0V>LZ-)@?Pz1^m<+DE=X~5e+iLsK6xJdr!XiV#P1O0E(
z@6&lz&)T98dHKKo_+eTwx8e^+{=gHS@kQ`~q4T*_1cN%7@<N09tYTC4jtPdsmSVqM
zJ<JE=z+_g13#L3SPB~wgpN~%#MN&LjNm7oUI-gEJ`8YV>mq>s79@2}%*9Ws@@<mp!
zb@uM_Dqdoj6b(4IKfz?o)-%>FeW8zt+`UHZ7VeB&kQ|uR;AE2Z8R63@wrEI<x9h1?
zf3!EK8Iq(9)(l%_1NSaB4lKXk*3FrQW>YuAop<SyOq`e)F$yv|J*>to_Sl$x$`|@U
z6Vbivm{luLRAQCZ%$Mo+_0cx8b{{ca7~0TCMj}s_Q8tvm`F!Z93Ra?t^ub1xJO&B%
zC6-kXjy51Ov&ri5wrMcQ%2dFfkKCI#4yki9@ZZkA{l|Au-h#=gE!$^A6w!B)TJAx6
zxih)2*4%y!M&k_I6xL^Yh?N3*Y1SP1!P~&AEcin>#tr*#&iHeqY2sC5XYB#!j0^tc
zsxvvu4A<`lYueSMijB>;?lxN&x7!qTg>_g1DR$klQgw%C2;65}!U=`*-Pqf;iOJP;
z-{T9Kn38b&v)n8eaxA7B0zyuR9`8(c-v4Z7=_=BIhXJiRv>b{jH=Bza&hK6V)AWP{
zS)Uyc0-t@p=q~J;OH-k_kfrWhU9=EoC{9;NpPr~UeJOiWjI1adaQivf#<NUX-BK|9
z!vMZxZO<)bHM4vAO~U<REfmWcda5?l9#0_&&2@G>VPr1o1Cq$Nqt)yexvO7*v}Frl
ztwALINNq#>mDR>66J@%8Eq{*o!Nc{zRdbb5{G<N|GpquS+FdaoZ}7A?31qqZV}%AI
zU}!#qI6TAKPUfktPj+^UM*i1WG)lDl-u(G35_hD0SP|^5HxA^p=d*5H3TBGQ<Zs>6
z6r^4vn(@vyjH8dDTU;Orqk@@OdSTu9(VG09K?pEqZoi<)hcY*Zoc)KKOzFUz9g(x<
zm#<8)1i#AOg!MT*m)!`3VT{vBk=rOl=L&kOL4u6dQI&E9%MzFt%cVCLK>t(h+4Z#)
zbrKpXD&Wx>WrO1kNkic=F%}@5Mz59~5D+kE&i;HOqG@ph$eHcs=)-I34J4p}ga0KX
z1Mm3wxcy>G;MJS~$sn?%p-3S)TdTzeRbBxCC&;-`^zK9sL)r_#sG^1MG)PGD#Ey9R
z_^|Le)QGQS1O*b+>EIB8Yx2H}-nLSLA4XcsTmk<99g6DB4h8|wcUAzE_k%c%vy;=S
zS=PMj6V>K<LjPVsK%nz(n*ef9LM4?)&C8n(9>?<X@_efY6UY)x?ur&{@?#ks#jdt{
zbAYrXy#@H9i}9Tv!2rPsM;e4PK;3*z6P$Ft5Q8`cKIf;;X=yl!*o>sCtf;_y-JdQi
z6a?{9z;LuWnHAfLfDKX<i*kLkR`cU1B?c!y?(FQ$#z?PP30QxLAbP&Oy&YOoQW6;q
znc5vL11*4TpnIaoj4pls;{1G4*7qB|A2Mx74O~Tn%WKaGKrt9NI3=oCuQDh=HNY;a
z7`%XBz0*ow-Mi?I`a6Jdph2yW{tK9|5#iyl2H5L!)-B@!+rp*%o()k`SyN?t%iFx)
z!h|0^p}@D-cS{<2jR%7xlYSx~>rt2-Cu)J!IU8JBN?Tb~rFjlhrBe?J04D_WtRW8D
z%kt6DMaZWy(_yWH9NHjAmw|!z-=^xStY!SFXHDvdjART|^L#~bbip<BlqgHBbL6WB
z)7)Kd(TCQ_99h7QjYJ}x4IBv<5X7lcFqV>(d~Nswy(Di%0Ta;(n1kJ))t+?k%kgb(
z|30TiGE=ggEvK(f2pX|8ZAymC*$D{=e}Xq00$3MP+YJa>MnCVjbFv=mPI0c|*2Z^i
zMM@sN9`nv>ii}5l7e-R~8DLgdSAQ=mN=Q#HP0nj*YU*EHZ2g;^7#z$^H@DtgxAme5
zC+;fVD2)P!TOms*W>mzXe`qM8UkE=<FJ8kN-YCe_+}z%N6lDDGHltXEO{;??GH7{9
zOdTD^0f0#ufq;B6SuiOxbM;4)qsK?T*Lk3pnw9nN$0He&vdFfi0CD4BvsAZ{-gdUq
z1UzJLHEgE6?+A&AKqs3y5S`?RHmyv6?KM2KvnivjJV$G#V6o-BZwBHP2}yNvh#Ehp
zzk$a9+(<7FU4C`>KnQ&stSV+zC>k!VMim|Bp<d1pYhr?n*qzJ~05O6_*>ONIyn$5x
z+7Ro$KmB`Yscjk;)BP4~_mow}5n^CwjRc*ZI!VP5D}pGaW`&jo5G*+D7d4I^s5TBF
zzgz~!(?+=Ds5^UlzPgE!h3~<^5_}X#YSq1%JUst)cL!%^62HmIB-13Sm-T{PVoV*w
z+=X3A%3LWI`jqsq-w)Bzu_6%K@>M`%vI}{P2IX)H(8s_G6$SSS)Oxe4{mrQeEz4IK
z2XG`1zNzic`oMq)0zl@#b`kWs3<vGAuYE+{2y=#ka5&%Q$@1D>3pz9`ls}l8Qwj?U
zgZ@zUDqSuh!Ak&Q8(DP#EJTP&odg@^<5L=wUjN<24%dC&@oEPFShK)k>X9b#?*+lT
zPivhWovj7f7TzaXHHJVv;{My=>nWsLEo`w@2wZO$Ptf=FB&)2f{k<Iv(hC}AB=z;P
zUo}P`Y0&Qgla`#@VVO1<brWQYFhRHtL+l;sq#*_I&tgG-k3-t%m>3vRA|K&Dqob0>
z#^3s1rpARI6dnP!5qn1lG)Pj=2T<1Ind3n_;@kWg$l57s8RNb6m(BqCnu4`EJO{yl
zgpJ&t0TEAwJ@}-=L?>5Q3O+s^yiP~Z?gj2ED%z#P{Qw(yRfnq`SwKHyGwBXK=QLuv
zzdjmiUJIzm1_FZOYyTplfQQ1u09bZ)-WQhpKs7Wq0L2Uxl(et~d|<&ML$DDQpG$y2
zM+3T|qltww!QrQX6Uy(l`)$0sR8eQO4YVxo>`oN=H0W}09{mHi30&rZ@o{CHu+<$6
z&XtZsU{wK8_%*x^GHsOxZK=S!E$f)57Gz~(%LgsY!+{D;POLx>@$&JZud$x5B?EJg
ziH&?_ZY~XkBx`}qyBhf74+2u9u1k#{WM8JfK*Mbw9E?Cl(uT&ysyR`LXytrQ?(gr>
zv9UvIY8;F1UxZ|3{gF^mwv&{F^TAnf@9*hF!hAgGzug@}z+baFt&19Des>?P6K^Ar
zRhcgO`J9=V`O2e&K7J>VyYJH4epySxoEz8_4)ZZm3vjt%SJ^*?3=e{0O5?41|3H3O
z&*(qhrtbZJ`$WNi`kK+jSs{~C_BFr-yvs<i?L+|}O+OwI5)uJa1$dycOq6RfID=;B
zb9VWP_ILh%i8w`FEMg*!3j;1jPhiS;bxu6|iwg!p?T{@E&{5V9`TzdS?JMe6kUZXB
zLV_0pH~~KA6a)cIfgSrMJ|ko3+lQb_y95buve!?X_NVDuJ&wvBJHSNnX_6^ue{Et`
z;&tE01kxn*ItaxMuTkX&QkIbCV*o`aCMXCRWG4@on%@JJ>J=F{)>96@k^L?!b`TsA
z!WQu81(sP5@XGG)?q1h02(@9NtEPHAzaDp1r_F;23dCUM>Z#E0MSUI<{_=wbH7u(e
rf%D$_JLr?o*ZiIk395<KorsO_ZWCRKOBDF07@%Y&l_aXgjKBULqgaIS

diff --git a/_images/piline_hotrod_1procs.png b/_images/piline_hotrod_1procs.png
index 097297fef57a3255b7df6b590c7f57a5fbfe0439..7c5fc4c915be97eb310edb79d85260185e24decb 100644
GIT binary patch
delta 103981
zcmZU5WmJ{X7A+}AcQ*<MNJ$C;(h^D>LO{Ahy5l3HOBzAxMoL1uLqNK_8>GA5=HC0p
z`|%w7aDbfioxNAgHRoLVwWF4Fpq6ojLV~P?S=Or;)9()`;c<~*Eq<8wW<Se2@X!;?
z@UprH4BcNPugQgnluIa-cN583m0v6n65tk~$sRb}T%fS;vUv=ge+oURFKL|n@$J<s
z^cs%=uhdQN?5TPec9X%>h)7Dow!S`eH8nL0OZhb6PkC4Gzw`TEEO=ng*E#t|MM2nB
zR#syhJF~w_TW_A@pnf5aKHHr{gmb_67ok?H`OWb&UV#{mSw?m)QUFgtrB^Y9!VUF^
z1{I-5rZsV22g8xKekhD~917p`ZuMeqsw2ThqaHdx@UA4UpfhP5?HX+pq{l(UY~5>m
zTa%>hlViS$+b=6BsP+UdUGZ~JzzSskr-(F=(piV5M+CF4+_0O&a)MRJ`*v!p_VYqR
z$fS-3=EcDxU+VxW5`wRyw4EL2`N1MKToR{YV9zFFG&7PPQIawQmmV*^il>^?E9^1j
z+U9$pcX}(IiKb%w%+J}#o|JcP(dR`_9tRq;Q^$JuM>BOKgp3UR3Z`4GrZ<qQCrblM
zDtgBEFs~6a41)VF{=dw$`<S|XYfLd4`-zjA@2}CtgRpo)((Tv&;GXVH$D%SLA+%=8
z<S2J^cN>CJOnT$No0*x}vU((scgBDhQfAyoghBb5;Qsy|2Nmh?_*l%*kvoCyQ>dRG
z!e}Ed{dBc8`4=(Ty}dmS=RHUxcJKq8Dk{>;?1YiL`zgEqC5!dKQ3^Lzx2bQH_;}xt
z5>s{jG#J!Qy@vPEr);g4EH^D3->t9Vxhp-N;+)EN+ojnS$<2{c_KzBb!biX5Igzo)
zq4hV=Blr#_9XeOGF^Y>FbqYUy5}ZJz@-JiL;ci(11NFoQGwu7p$K*@s(zW64eD-Tk
zc+{BZ`5vi(p&>0n%%CfRuioqP{n?<NSjMcv!rnCp5zkAUSO$f*AA&Bh83%j&ud%WI
zEb1jod1>BlftchRj$4YcrKRlTyjE~<;nX5jyu7>&X=$G5_^6sPEE!R-r;Zq7wQcW}
z6mai@AN;Fry2@v8Ds#M`1Ovqu8X03{BXyHiyJ<tCIAfYDZp5fQD*CbK1Sf+1lQr*U
z?a-_}zQ&qkIDKQL<Ow`Y+Y7bYlb;D0i-AehNgF6{J=1U~CU@5gj|=PNJUA7a>ut<A
z;WQ}FxS;`u@H1(w6B}hUby>5{UH9`hoT7p3rPbDqgvBZJ0hdL{E04j?)zww6)em`V
zvXr`^p`m59fUE-@31Ox-fn7H;Gm|c!S5Q#!Z<+|TKMHnWX=&+9xi;G*(t)2S4Y#SR
ztn6R9d?RCHS_XzEgQ??Ea>@h&3ymK1OiZY5Zf^W;$Il9jilP$}gOswQmj6W42Zw}k
zUI{y{gMU-wRCEq`&QcVJz~O=jDCWp{*jmkNi{s702vWUSw3{wAo;uZw)of-{LR&n$
z#fl20rmcNO+SA!1^Wxpx_r{SubgKLWchZ3pxw_XMs<O#UQ@_8}QKg!xpHzFn75Mj9
zzQOsFXH9J#0dBzLM`yrK^vl&8krvaFh~!xcSSZU;*AXA|RWT`j(ykZxJrcrlr%z|*
z;rx~}$?Yz(jFElSy%X^WXKfL+=MS>d;JG;_HnuMC*s3#D*4B1c$Hqucc1-oy6Z;4^
zLY&GpSSdujDL^{BaxVp`y0pCPJMcr0g{nJ}vi*3y4>Q%~c&!KRZRg@5H3}AmsD#9q
z%;xlTI0&CXzNJ7VkA^6W)BDynJ2$s&czAf~w*iim5;H9=ZE$2HZy%Wij25S|MdPab
z?FD|`>sASTZMFSRj5b;}Gxx7sMe%6|Xi@F3l+0Q1<2gfVuMI+F;+6GZFi@w4cN-5n
z3@vUSVl4!_wx_@8S-1Ce+m@?J8{BW0tx530Y=pc#$hk{var!zgm-bNH(V5|BVnY9x
zJ!a3;Q~TfTr(1BhPD*dIC7;DFPsa9Wyk`3a?>xc%vBoxIAl`4Q#(AIY8QyrxQ+&qv
zV_J&vKH1sNcouz=l1S+CLGovj3b}GniFjj(h=|0WTTYgc3T-a82ie`<y1~Ikb+@<r
zLnydZR3%(p<Ku)k7YEW35=bK>BZ@HCm*;W`OE(A2>M1tMZ2^}XDK;20a?Z}YLT`A8
zZE?anFTu~?lbXVRadqS;hz^Mc<ohZ89b#0LBv#6Kf2mjaFGefgQZYH=&ESHOIY)RZ
zv;F)V)u!h2#?W*GIF^4uML*{_4+lqjK`(AdRLq2H51%@V%tRm-pxAQXF@;)$nst9f
ztJRJ?DDe)G8)V~*EML*!Jdc(k1VOSs58rBAl@rx4>mi69W#9L*A&WS%hTm!Q@ZWqr
z-=#LV{q*p>yu9Re1J>rd^OTjVO7qb%r1;mM)0CMF({=7HLJyx5!k<`-(osSb6d3Mh
z8Z$ZJpvcmSh)`SclB?vs=UJlMeG&q0om;Q4SENoNbnGcR6)#og9Vm#BJd&?dR+ABP
zFEWbqk1JPRVC7Ng?$^h7A!qqXZC9mbCez(|?wWSp+ban))gEi#EpWTybM?K#{YN%H
z;$-;#JZG;xb?r^~-DkDW8jzsv%U;R#d^~mE?v2N<z7@Z|mA3hrdB1wl4kMll!V{zG
zSVVj{Ur^bN?eR^Ee7-zbpyZ>CwY7C2$$?Q9N~EKsgDFhxD@v0T8ybrC{k4<qk*3yK
z_f)wdr^mTfTw-EYem?5vV4C#9{hex;=W!3?<y!2AzrS>s+;#?`rB?s`>uFgDLWH-7
zAJ;!t?yFI-bOqz(9(@w37sV3zyf&9kslr(3s`+X#MdjOQdL~*dPKM=Knsvx5$xWzb
z=-I;HecT-rVZx4(_sp<4oDXHYOM0=KR^#NWz{(iz+r_g7!@Y~@qb^<ldolESBBD7$
zUr{sJ@cp$gk%2r~s5o7@_+ZYTRY=ecb0K8ccdF4R7DC)R>`bqO-FXD{e3^)Gz(qy!
z6R7pP`qh>`+tu|1w15fz)WOXxt>2&d?N*TBmQJ@vEiyv|diwi2qv@sLk_OYOv10DU
zY0PNyn1ib4XS=jEdqv=um~1=h-tLwaJ}`H2I%S4dw2%rxYSxZ^rN!)-LYW*ww){HS
z5G9r;%H4ubh`y}h$aCc!F_>>-j|b@u<~!?e3(l|A&UHid81KSeOO44><t$JQ3P`Ab
zJfM!pSj>2%G$Br4Y0DuIf&j$DN(n&rhj~@}RP_J0_h6g)K-IwR{e&PFE)j!|=9!uF
zGp--a@h>(ZI*_IgF-b}Ju2fW1SXj~?o>HJ>nMeIb(yF%dm7w!2Dq;!5rv5xpC6kTj
zo9+vG&y4d2t@$iiT=buBMQdYEi3lW@*J@&Imjt<GLPHry=v5tYR6&r52h{kL>n83<
zon<hgd1;+W+AJ>cCwmh#&);Ew=uI<w^UwX<3Hobhs?(|Y?PZA8SJ-!n*=~KivR@Cf
zm5yfS<#zy%<@SAbPDQ=2YiZ2ONoo;}h~gJqk{`dZYCPc^+N5t8C_7-5qmS*ey*am@
zt9QW$E$6FjPTB9@(nV^;Lj@{~HTAJ$(kfr$;{z@)U5$*4(trNMfLq$wc;e#XA|WBs
z0xd4u4=dQ$QUH|I4f@;R-t;S&nwnqVdRu=#reRmOufP94zG%?qY&Qoe188$)p7~W&
zyqcSz$0Z>65*&=$`1uQ|oRrj)&x=hF-BHv4ETBb3M%p?!h#MI_6B84w{Gj*j<HwIR
zE(cVpLT-K|Bg(-NbW<}kZLO{Ft*xyPDmuD<SXkJ*NrDiG8jlOMnAq5804;WQET(2>
z+vn#go0^)oMsmV5L+r#x>0fML)&49=BkoOQ!=@JIzDng*O1#D=C$~Ir7NIM|K_&ZB
zkR1g(`o+o0_(5e`f1L@3(Kq((NeX%H$j}Ui<GOvV6gw_le)Jeg13OV?+fWOXK|;cT
zW4Su95_KuU9ohWDg&c&GHt*yTkJIx!E)?(+uJh)_BQHnW1HE%Ea3dS=l1i@i5RQp;
zEix&S(_3V?Y_X+dS-l~bgvE5Kwarb#o|xxTHFosHzfl#nbogJtCOc@npy~=IHH>lE
zE>y6ZDuW-*`=CzlalZHQ6xyBqu={<c>+!o@H|LUl2{Xv20QD+lskct*Ld6benc?9W
zKR;GHsdqV$(j=?+Kmqq9AV7cZPxR%IKlaj2AyjB5B^5YxvpbrHJ&^jQ$n{4;LZB{m
zM=0pLC+h7jye~v4=qzz_zRy#ls-_kQ(7oYowRMf#3B#KGnLV`X<m&Ej@aHS-<I4?I
z7wZ=^!^6Y7-fD~+>AER|Ncdrr^XiQkss=|znSSpE-Mhl1zs=*I5ru`t#L(UAos3Ki
zHFWEHcXLs+9~)U##(_b>k5k%oUD*2EBuDwh`QEg@LJIHlSb<7tCC+0D7;1)~zsWr4
z?SYuD%o?Fw8Drz;%q-)hJXQLJhK7OjBp>wkGgfMYP#RH;yyA*Z2naux=yia{K3Zx;
zgxe^-R*_z<!(0f)4Uw4oWsDw(MTrJM5Eu_!-P~xwVap}584HneAQKW2YE+nDUZ3rv
z=<4boUU^<#UuQxO_Zs!iFPWK>4(=zTqod)W&`b<(5*7Ed7qOq-Q5P6|R>~=FgWXAw
z-XQn{Nn%GU$7I@t(?&C&E&r+^!54ahTY`(~gk?;j{<5H}5y7cK+Tn2ZjGA=R+x_Yk
zAU74(U)TUTc#@E8_)bt&U#icb53UWI`hT`Yu;^v2=X^6&=fvXY=U163-ebh2-QWu0
z8g@r^%CR?gxYE8?%*oD1a@hF$R#6crf%Rjisv^9F_z85mj8bVajwW({NpHk;$AZO0
zo7i^*JzPL$qq&%BCEDhP2TIKG23N=HhbJfP02oA(^L;iWfWgr)GNJ%LE($WyWZ-+q
zioxBRIqt_}l#rBM?&n(^W6Fo%T2{NGj;2l1XrDd%QhglT1d4>--y}}6$r4JnpBfpl
z=?G)@CF(yle5u~J(=aoG!83~LO(?kNhU=Xoe$UG?skg}agv3}>LcsvqWa&10%gD$K
zdGzPX=;_e_q<H4dtrk}*;6#WV-@R?$Z^68i3486d^H@77N~IwQLQ2=mL)tp0-9P{X
zR{%nGJzjeX<|BK1d)xJ1LeI<PAhX%(msr%fr4|Ml>LuE50Z7{T`^~??bZ}*RG!G|4
z!u9&}#lUv~|LF=-dM>V!eD~G5^x`M34xKTXXo+0V*q3q+$wD)^2Z68dqPuhQZT?NJ
zv+jnwWyMox&@tQGH+vLbZTG4N&B!Y+)z6y?T|JD9<~LTg)f!`l(URgZPm#n<05azI
zt&7vKw1oXsJhdjDqNdLZYvC)ab`4H>d3h)S!6yOG2{W^@qGQFWC1vy1!SJ*-lz}+$
z^CMybjE~;UxVN|Wu!k{iX<S`bQXyhlDckAKy1hK~<27NL*ZH@JFdGE|0)nNSM4iX%
zlD0f7!YqJ=g0Rmr9ZYpSmhdPnW7Dp&g`cl?nbe}``TJKQP1wtJcjBf0<U)lhHXS{E
zxeI%R?hm%?Y_q2AoNyR(=VK($iU-mN2u!D+fzlARwPp5Q*lQ+z^(ki1@uqLdHn%4v
ztb5c@H^aSoT~}t(PX-=ouEA}TZkOj?YZX&oO^wLFz~Hebz*Xu0ZuGd20+D%qd~AEX
z_70}5PS4Jcoh22~26{dYKE7d0)#~ahr`Zq<z&wa>HQH>~7YEoN_l!(TRscfyD)UT6
zPOcrq`WKL+8K3H%D;=hx*;&JXbG5Hay}(`1HF=SX?nB9Tt6iiIfypGQE6i~rTOTe@
z3vRQ*Yw1)U2l=oM>}|6X<igd$hvjF!zl-^9_wN)mU;e>Sl4Qkym7t{7MevxdW&B%f
z!%sIW28zx;4K_tiM^`8`<#K`68&Phf6Xb@e*%JcBH|szsz+-uHHL5HtpL)aYJ^)>{
zM0jhfTQrdmE|94`P_HwT(4v6PNs%BRKcA`6Y8vnS{QS?rfRwg2#jjtf>ML^Z-n9nf
z(jRt_+h|zyDTIQFSnqJDHQX;Azy?4HEbZ)|v9Pd!o26l6i{y<lzW6uK^x{P;AUawM
zNWH1gp^8D_c7TVAM@$S2{YyU8w~dbCPfScazKOCj-YT-Uw|7$)DvG70B}m%V*;#V%
z1mG3k%F3dFbIT&?IR^Rcc(6dpXS2Xv*s%jHiNk7&qtop*oGm}a<L?X(VuOzSIJ^Pi
zX11tqZvKMdLuxqaCp({xpzT4ChYrwRNU|I+J%t}1d3*aQF)=YrRW$?P)<^P1Loueu
zC`rhT%lY5jyV*gL3S3gskc5|7ZPU}Fs;a7gdVAZdEGNf0YJdIW!XV{Bdbqoweu6=w
zH{_j+U~X>S--|DMbpTV3wKk?5k9%Pgfk{_rrvJZb5c<zJsQ8qYnTe_8%Ts*Yov|0e
zod%B#LP0@+EnrS8K9y^PtLwN)9=)Xm@B7$jk`RnRks8Za3Jwbs|M-y<^j7~bUyw8z
zO-xNqe`<DWyX6Y^KL7Oy+w8@Qa^Ygr(1tE0;=i;ZX%E(xObD~ul6Y^O`L~`-1VJzE
zq*dOn%Y9(a$d~fK%270MS3-uXb9K%jR9!h<ReV_xNZ2hzeK=WBI(q*ej^?ibMrmM!
zMS{~)q_!~lp#HYXEjU(TSb+5i$=}tzEb5v+q|Z}_%Pgm#?k&Ol=yJE1leGT<&-Pfx
zEcRK6&<~n!*n}^a5HBw;^G|!$A^XRqKG_^ppBrzsTMg_D_$jbGoE4;5*xTTCQfAnV
z6<-Z-L56e`Rrtx&^t5l^dSQQ+Q4ikj>F5V$YY=Z8;M7Pqe^poKS`YU1wF72s42h5^
zEZ|)%!*b)rf_UEhA7)XF(1S1$n|AOU57^z{`&6Nj&M@ND-O^?gXfBEY4<Fxdxed8<
zccNHpwf>-~y^p>5r#(u2WRZGl;T`55BQE)5?hrM_?eQXF;p;7W3^Hz1?GpD6o6n!w
zyzj3}e`=JAt*`t8)i;UD7%h@o<a3!G_vbnO&c%$B6!NCa6?DKnQi8a(Fth=jUaiCC
z%C*z@i65AiSs|@zj5P1-f`Q#s5r_)(z6`?ubO-k4TRcP*ETdb&p25Lx=;1C1)Qe>>
zQ@t*|+5f#bg2wFY>#I?w2M-7<eN)rC3EfYhBKlMK48gR_tYktLjS9*#2#?X}w5$RE
zEJn@llrY{3@VuMM$6vRL5UA?W2+q&+ZHI!eS8uOo!Z@j-f&l!b6B5!k4hOjlSjH&O
zp#pX<W1h<$-d!w`SDmLp_aS3rFgTysSo}x|fy~@o6eOf2(6Ju-Q)pP&(bh2iPu*rJ
zo2IK=B})<4L(%6ji<wGuss2frzU*CwXlwgS88)O~>>q)vnyM<4WqnZ%9r3!pf1OnL
zV8&JWCfN>_S6h^`@$~85&Uk$FCszDbz^Xc)@5#^FVA$7c8^-mbC{c5u!I1oNTs4m>
zGk&MzQfpD~`?uT*YZq&`nilC+j_0M<wXjCp=ZcNqkPxqj=|(ax+YG}sbPA)gNwV7t
zZfHNTXG2t16YH%&5wsVAaCi_8IsR6T;uvv}0+3MP>@wQhixz}MDF((>^QfXQoF?}(
z=Er_3@^FjqvtB4;TdU18s`i?*rM2}fqr>F2;TD^xHR$uap~Ycze+JavxEviGwp3fs
zl0Z#Pm6nrOpwe_bVnhLljr?rPmpTn3^ituXL0H!*g`3d&`is;k(pOIaCLK-U9V*u1
ztE#qXz9VA%P?$Sn&riYnsg3~TOi9<-8zG@G5cmzpy(}c0246z+oj|R)J)gBn;<HID
zv5^j_lV$o;=h)inkHRDM>=EMp{q~AP$h9o=4-y=7dxRo<wTAy=#21j4hdV{3VsuK4
z@46v_@-nMwuD>aKA9jU4fBu{#?DabLLt1299KlbWM$O$i(0w~ICBw#M^1yc&y>B9v
zTHq}nq6PtirI(KE0L9;SwF^^H7vussq%4LFTr$R9zG(*s2dCFkA7vbzO%CBKpMdU!
z2)K~jOfwJ<7JjmnfF9MTG{ZH33=QGonjh{3iC$`EtL%UNG@%26+R!yKF_HMOOn4r3
z5{Isa6RPrB&t$v)+t>)q5Dy~b(Nzg}2eYfPM~<?d`Xu~GmYE!3R5GB1_<3Dh#@59j
z0$=)s5c4dFINUPiC5Owh4GxHwT--8mqHJ?|G}pd!vpYo+7Sb2hz7I9bR(kz-BlrsK
zjT6Ot!Ei)#6q<xk+Jq3=m{6LS5S$%?&;t)r#wk2hCya$xH6Y@mJw_d0#hSQN@1hh>
zZa-WEZ3=hvYxk{bll$df=(8^wSTX8a)zNk0ek2ap(;a?Itp$5BcUg2k?9MTC;Ly@{
z%is-|uDmm7w#lo00z&srKc{owpQ-u-ir4+!O@DbOLqA{+$G@OROG|&}xAQx?jgRD8
z^u*7}$+_IhiXyO9E+CLgU~L5m3v)qtvB|64Ve@_2^!2>rpTB=QelL0#jYugGfLay=
z0OgL*hu@#)%WM{fPxohu4USI8wMFhu@qsjAeJJ2jqy`n+u5>(|*^0Z?(9$wo?TP@H
zIzo0#9!#`spX$D(zVWd5VK|&AX^|>MAgK?SfhRdTD9FgmiMrmy{8DU*hG4+4xEFe5
zI?w@TuACFi)YMdd`!&?p&U^VWey0b`4=Vr_qhcDfaSXw5!#bHEn_j?`Ha>`ObN4=P
zb%J;#)$Tv>buZdc0wT}%{}D(pasftQ7F!4n4JE*33;Y@rlgR{+>{H#5#?^awbaWJo
zN-X}h#|X?5MJs1(J+TpZLCIXXyakQ%9_X8|zCEyE5ULh-sD^Lz2s`HzswQQ!B+;q<
z+nATE4HlNTnQUsN^R^KB+yO1LbUr06&wN0OuuL3_Tgq~vUe?|as0vO4K+9mG{9EuF
zim)S;Zo||2VUju*rd*0t1fou{8uGiR#-2?kiQeMV_g}9%96o#OFGzi0NnIHkm8(g0
zpmaI@N0Y$;54dVq?UGqy5?@hQyCfn?xKIRM84R2rDoSMU17wOM6bP15O(*L$QKHKJ
zQbfNEDV#z;c~d}xl?VW5@f3r@Ocjv;)cmv3VQIyJ)pl$Vm>m90qsQ-79SR{TY|yY?
zZ6O?kyHKiU^4hPOJjH|U0LEA?Ocns-4uGakQ;Q<O___Toe+-v|MCOK1SL9`IWF52A
zncKy@OaG1+<hs-XU-hT#>sK5Af}{>=wY9a!_E6XC1pvS?8KWX+0sO<#k!xiX=$L$`
z=cf#;tnx><fCjg~RdF11bDR)qs(mX#_=HWj>8E0}wUrf2NNQ{8<cgU#tczchg?hHm
z$<o!s^8NDR(a~F5+p?9jZ?8--bZ)?vfw9F68fy<rzDDHmC?wg*J6^8EE`J><(DAD&
zpDwXaNn0hnqfO$woBb0(s(&q|zr8yHSjWqh7>-cjJgwwe3V~q2K{}q=ll`DoxuKDj
zXv5yfyhzc{A4*RueR#h88~5Y`2H<?(temV8isbDIOyVX|2X$mhWXEOGR0yd=6A^Ah
zWbXt`wY|SjD2HDwD}M4>jfxsQcRJe(eNT0Iwb#obDHf9RciZq$9C$X=PgLRlyN%L~
zqgw8ol(%QUALpLLFJ8nm9KQK``;zXU;mq~!<?W)!<)#$F$T3U!^-oVQ%K^bLV?sv+
z;Vm%`S1{gBnw5MPaCqYKZ%)ZPEEoz_lu#sZ^Fv05>Bv39yS-S1p7fvfvXs(ra3~(E
z_V)FS)6s%aqUq+Jp#M2M9JS}6Z*ov?lh+MKa*@ly0-2X%QaZk>V*x^?^S&leyE^!j
z^%AA>Epg8==-Q+1Q(J9^%kATIM9G$?AHh5$L5I7)3ILAP*8aAFqa##FcUS)Fm$IcX
zWrkuf06fe(yLj<aFgH$d97h^XPNgFu015KU9)(oq_hfNVd?x$guRD(NpcWA3^oM`c
z5;$X|qeIxA{mtiEk{ekdNoY+)cBW!!l9n6+U}ZrBevib~`mEeh@{6+|1mi;;r+Gt4
z$IMV|w(jY_6;S1>$K~meV8D*z3~lF$fj(!o$Xw(;_V28Eb(e;bYr+{riC;5wcQSnL
zN;ze@ID^b--?$Yl)JNF59P?jT=WcPMsEoxhe4s+`JzP0nPRBv2oi&(Uzp!Oz#KE7+
z8&2qjOBwlux-1?%#zmxTL<r{-Bv7Rks8u>H#fVfltp^!pV|PhiwMoapqf)?m%zM@k
zq=}R=^qy`FBNl5`jkrO*@;_dW?-9o+gtP~Zv+ODSc&%DWPJBknZH5EV)ach{bUrb=
zPRHK#wR-<6*qi`#FT~8uJa)dmZGKrB@%uL)9UYzR#lKIIvmk>ollz9YzW$LpbBL+S
zBuVD?hP3Yj`%`S1%qK#bjg5_K9N(R3kAb-Y;J;t34nRu--MmPmd2M5ZPC($}I)j~q
zPv1Hjt1yogpcZiP@v|=fPCs&O*vgb17ynd~1Ox>HGC*7qO`D2~(y5Z<ze+<$SGJSJ
z2Xj>DW*135&)5ujpGy#Dgr!wEln{@L{Ez$gXEI}F<04mfxI^mNy~Qw|Km)D<r{B&f
ziPkgN_FXcB$vYzEIp%*@2eT;`yMIUN?3yGP)3J#}R<qB&r0^ta3^Dw1WhBUVt-K0{
zlPE1xN-JZ8x92WFEwyL3>z^t-bCLs(8O{7CW1(`FeI)2|KJHv_^Ex^rhD0)-og-DB
z3j`4^$Q{z>E{m8G$Mx{&y7sIQ4D=;6s)9T!-&><U)v<qa!OQM*JBg~dsGY9p(aZTG
zvA0aWy|S6}37}bV2ndW0kNP7VHU|o-Fv+<8<O}@x{v8JgCw;_uJ=A%S>NWQ#NAos{
z19Zh^{VOog`zxnlgeb#9qPwvgnwo`2B)R!MN2}fBl_;NTU5_%86J?vd@4|`Dwmy@Q
zUtdU;u>x$aB(zwjk7)Sqq_B|L^K4u_bP|w(784105-|PrvNFXZ?MW`(-d;DQ=ySYZ
z5!U+vvcKrnvE!$ZPZgR@cjH$2_|bf*edNy?7dTRXNkYuj7m%YDo7!onY=PogSmHYv
zXVtrx=^5Ev3fX8XacE%%1rjq`ZQJr2j&;kv?WB^y7Vmht`nZ&ym-wZ`lkX>8B8*-Y
zYWFvV-tKtLG=*f~JC$6v8xN=b49=#TaYpbJ&2MiF4O=Ll=ct07Ex0)lE!-H88X58}
zV_xjLN^=w2aY5JI;jV5pq3QGFZBlBHUyoVRjSQClEq;BNAmqP)u9)@tiB6FHdoRjB
zSPbX-QGWm+rmM!Nv4XM;n9P}a<Ave!Rf$HBZES3++#GYfzaYU?T3dQ{GS}U0;k{6%
z2JDCbMBa&Bf$o!fVE{ywPZG+jswC^3|MEr1zcqZIgt(n|!Y#I`&N>To+rV`W6{+vL
zHOM@BELwI4sfFd9`uem|5o7@Xkiu0BD*zl_-g#m1F1b|O=vnV_U|rz&i>M;%k|~0T
zg$B2Zm8-9`;@k;=ui|o*(;D(~gE^U7MkmV3RJ<e!rJLyYr||ScdM)Kt@8RKibL#W$
z>7mUh{W9r|S|0r9rz{1|Y;t#>3E?W8%)=6}UMeYmYH{5gf_T(RxpF@4FLR&aSfy9D
z4d<sTy&lBhBM6_IX?ntzg3cC(PL+Z}6^0^6#cBF1DKg8@k;P?UO5dHjM6E79`>tT{
zLqt>dFU~^&s|Jegh-F+I{**DI6KqTgy<tu_&(<sQ`=6WZp9f`Tcexk!&M^<;WcgIM
zIBngKZ6S6J_m@M;pSac8inM~tRcXW&VkwFRjV&h!_Qnmjyivl4US_^5wPNj>`}+B(
z8QwzE{k0_^<%ae=NM1YUC+p>CzunpBPpNdq4#K83IX#;L=8HPVZNI%et4B2ijMiI#
zH%CB3j8037ie>ze3G@rm{lyzF>>$QA6jS4(6Q`1=H~o21C2D=$Y5GY-Ja(^`4SK&o
zIa6Mj+cKuaz}&vCeSO@)>CFk3G-~WfTh4?lR)FKl>xC9w0+TDW+v#~R({%5Bx7^|~
z<W^G6W<5O7c`5i7$&cYLZ38b-R};3OWLPeOq|z4gPUIF1@y|EAVdccH^$Lx!b1R}+
zBMZAek~Utzyrh1yjk?4czirw!Rup)%fNao&5ZA;Ggqg8GL4LCbdDbG_)xYgRLh|o@
z#W&tv#x07cvm!4137U60vyl8XRw24WN|VkQJ5nOZi%lgoq;X&K>ldD#-A=(F9j=38
zCGc*%PZN#^!Dn0nGA=-t{0<x8n&kw1e0-1E1ScnFtavF8v?WpH93tOFQk;RQ&^;W&
zEKj_QnS7sRm@R9dPgnR%wbC$4DC<=7<hY_Qd_2JYW`a!TNMlBl(A4*p^|pD4ykA@l
zL6&5=!^cgM#gj78_C`d&+_%O(hK3*wNyRnNimWEzPw!JUij&Xjv0B&-dq$YTK>=tP
z1Rpz9Yf>~m`gQDa{kh-d+zm8vG<~D@J;jfr=9J~D12#!LR#{=AfGA@jN4#W0-+E1|
z&KD<Q<+snNI~{jWbxfZ7shZZ^h}>{8Hq||4XE{MDGbYFu@+g~)M5=3mkNr@_PBS#5
zs9o=j351gtFkD1`{pvF}rws%gIt~t;Ea|AO*wiv5XniE{2|*dM*=DBh{lV4WlgfRn
z2`aPwF*2Xe(aaeG88tsV$azM{s+y!Fqr!<)fjf!fDst=J{Cs}xQ}9v8P;0DC(e0$0
zaa`d3#y>gfwX|hoBTp$cYN=+z{IFhP_IB7q`i0CJ<Xaw`q&jTdL*%qUbvYZra$6A3
z9esQbX}HqBPkbakBs6`c>99r52``#YtL68S8S$T0ffv##!V^{`&olhf6tw;$F#@xu
zgFeMLo0^G?-3WC<n&zO~4?rxM-q<*DO?vIbocsQVMKw<{8mQl*0w{58QPEiIx7>ze
z$E=O#pj$^LU(Yo@NPf8EBqpO*HDgBP3}J>utt&$byJh=zB}o~wv<wd`k0gMwsi(3x
zgA#^G)Tu0|TK7#(_qXuKOXVE8Xl=G2MP`YJ>?hzzYEZRd*Ew7-*o1S~ou)t=%`}K%
zi)KcshI<?Nwno=gx0t<vKV$>-4z&#1r@2vtDzP9?0}G9$!%Rqy259k=E`snT(5Y33
z`7k^`!6I2KR#3X-`a92#>8CD*U#?o(jP&mG^me@Y1q2EtDdXbfUyR5UN-E#Fp3<J{
z)&>Q9S0L#zl;Kp)gykF7ZiS<_=yHmtD7Ad0h8G-Nv^A62QnqVrYqPx<y2E^GST51~
zRFT|CK`Bo2#XrElk?t91KF$480CgeE56<Ilb2&n~KwD`6by}f`=!dNY4L4zMew)uP
z%eq`4ZsWMVa#F(<B0M}lz!GR!?SmoYMe1+!(f^3&yRLqp&Fab~81GQ>d5X>|kFpg^
z3&eF_X?)t+87KVISZ6^&AODW@jpA!JXR&t*PXiCgBgx)HBnzyi;zAw-!;EmiwbMcp
zqLO%xxJ6XZW_W_LLLtUpNI=S7_%|v!>PqS4D0}ZIn^5B;UA`hUfQeyUFwK-GN`sS(
zU_}%Vz3+9XO#XrO&A%{j;`$|(0p1S#t;TFPxSVe-fwZ=j6;f)AC7?nAWpKq#|M{cR
z`SBkj#o8T`ZYVVEs{QRd8l`0X1Ff78YT>3wdh)k?G4)iwSFb91g61kTSZnI*i{`ai
zU%r&IwY5duFI+auw-5lwg^Y}>aDNac%E1HTjpqN(Q9u^ZJQ0hRd%{d@^LOT~Z|$4=
zesVI|-b@vM%n}7j*j}ShWeBrRoq2IdcS<a@7Go3_)@ObL90M(eCu5%aJ2<j1Nuu0f
zV&Rl1Hl0rdrA~yZameJxF`+Ruz?>A#-nC?U5Y%%X%PC;RRrq{dihKzV6-msnEwsBU
zv3-_?VT|&mT5t*GBz@a^hlxedm`A{DkJ}NQ)%4v9;8s-1+ry2G6sDr+7Ru_Sw~zxe
zf$_h!E%ivpDp!8I!9Pc<8uOE8Xh=v%KJCl-+3Kn=*b)FzhZh$%Ek8&<fRQgbKL(VN
z{QQk?y*W=`({2Mofa&GS@t)J^xLt;4&yuVgH>5sY8NJqEO_(m?!(|OJwhBt20XC@6
z(AV+t@ilI-_bVk>{~J#r9dec9VxY2xZoYf>4#)%({P%!)m3jX@_l*uYka@+;&G(Vn
z!aBvQtbV4}Ki@)AS*P$34h?8u;Yb)N##fcKkTtv6cXh^0uy0$-Yco8;StiO*GRi-2
zv1d%wf$c3Vz^i@V4E$Rc%&bjBOgnJ;oWHMg{ZGl*?ZaQ3pZt)Tp3<6O0uWC`GX1sf
z^mIO~xt+J74*!-(;7rMKaZ<nVo^sh^&9$kC{FSW9NrU}9iQXN>K;Xp1xIjTp2rD(x
zgR;4E-}CH%KjZto2m8kj|M-~U%L5%=sh@ShG0Z0(N*ZXsqCS6QoL((F+~1VKI~!`&
zIjcs6TVoyc;fO)v;>*j+86ymdeRfB5UZIr*={J-V0`?LwUxtZBfiC7MM73{tw9<*$
z_{Q%kt?3O0FdG!cK{GXWSzSk9Mv!!K+n;x1WMn-3H?Otos(^%ok_ECebh39_z>(=9
zC@3gPwMgxCX^!V!i!UPSZZv*)&;Xz0a5qk8+ggz_q^ZL4g)`?NiT+Glor+*YJ<x1(
z2FsI|+KMPe>98PLh*%X^PCsuB=ixe?D)Oj~sltFm7G6FUK?2k;c0A!owJCuj!3NFh
zR*m7w8kQ`Phpmkwwm6E{W!U39g)3bOZcI(_`HOSWze$lB?4DpzF9bZSt-CUvN~l)V
zZC^r=vmvL}DO*WjD*6_eKtNQ7jacx^K}hAT>|R53!QiabDF&60MzJ*@R58o&N5w9h
z09QT2DtE9W1{A}w8SjTXmx_|<-!{5DrLmyDeSe)pyC0QK!@`127ae?lw4SKTdwPz_
z@Fkd;Ea{bL<jNJWcapTv7Zw&C0__rdp#!+jzO9+FUQ6~*b#cRGyg+3Jf}Uzas-R2B
zfTfYC>1sy^e&{4HIZQ%XNI!-N3NlOcl@rg~jbK`f{1Y+Hh@OvBOV>y;rJ_%rni%y`
zv6w$MXTpykj@(^ac(=|IwBqBpF-8e6rC=(hVS%|y(l|)iwy?mLY5oyVsngq_uL()4
z*BFyVJ58V8XqGMOXI+!NEMgO1Z%4N<<a?*vhCA`VMl~<yOWG|Ov50gjL_Dfqs-sY!
zsGf<y;j~e&v3HJcAely|v=QVqLR&+xuArY!w43;PZ0Z}gd5q?4j$EQG7=WKlMQm@)
z{$}^|gf&;NFf$*nMv3r3Ly=?&Pw^S@s{p+K0b5Jz^h9M<RVN^V$7Y&=)=^PB{XL(h
zK>mWJK%^fXNL_kUW%^q{I`NtLW!xTwt$wq_%*xu4uapHiJ%sd$A2;A-bAPbY(<2f{
zzMukpv$6IK5a(eM-wB9_9-SG?CY7SaA^QN?6Y#7-z;qP>D5RZR;4i+hk;$oIB*MbN
zBH^)!8|cP6mDc@0=rc{6GZ6dbg>t9TQvTwG{A2qCCtT^3F);X{@`~b`fM)%aI+uwM
ztMjd(`uMNE1d`?vY6ZKdp=xfhTbb3PgltXah_j2y)r*?N^5X&7Tl-z&Th}{jPmeP#
zXiasU2gC;w!dqnc#E7c$A2?K7{@*f@gJY2kPaUQSOdJ)X6j=r8;khyjiRA`q_#C}V
zUk&XdE=7#`=<>ziL-$wGt5+%)YHU+{zfrESNTbSs9hAek77qC)Bpw|Nff%Hj6T-kc
zx3+2d0-6tAw&i!-{NXY-1KpjeYeRL81@O*eW#MEzvi*EY46(GlyhLIdUzeFyzllIi
znzKNPgniz@LuG$00UK@uG6ccEBq=GW*<#ZhphrgmQw=3($zRga(&%RV+n1Mss^goL
zl{LHz1eU$&3Y6;VYB&o_OMgE<4x>Lf4M$z%Kttg0^Y^y{%>b?n%2@)GZ<hL(zhJB&
z90Zo953=9Bkw%O|B+CAPVkMBO;yI-)!;HU=RgOU@_<oP2mvnN1?`xCU+-k$wyj+@i
z-<CkDRd%yJ&(FU@bN$=(pJd0g!Y{R7T9b=(Rz3hrWAm>*`6lKFpiDj^)CVSD4JQ{u
zV46lG|7X*(2!%j~rX%ko2-Cn7WMtsjPG4GTnqGQ%7$k2QX7|F10viZB{nHoJe^h3o
zBBLaTvK61HlFs%Jr<geUR%FrRoDjBDD3MYV69;{)FfpG;Pmx?c)A60+$-@@<L=oYp
zr4R^aOr?Da4iJzaTusBBC*lDu4Me`Sd;yGg=!eU~TTxLT*%U>l#~`k}rnC@eh}Az>
zXmmZzKbnILBS|V<?o|wq%{;mRocA<fs+>uZmKg(D(IJ45T>&*j)$-wTHLBeE&fR|k
zw$T+q&K!M$B&Gr?j^^RnStl@c3^#dsz*SMVm=1hz1=bK-K+<-iBmp(?oPU2dZ>8OU
z6_|JUy>Iz7tF4}<PrSX}8qT@|dZz8(6lXw+BXFJo88Xs&f5trdeZcH*o7MZf*ysjw
z(MHr*F~*E64`~eti%x8oNW$CwG<Djo{aNxxFORGub@fUYn<$)393+0E{NU&E3{{l#
zf+N+FAq?`i(^Z*j!LfS{R8VuSq_62_=(iPQrf3mj$y*AI%epA{I0L5{g|+>U;rhNp
ztfctxykWxeC&1lF!f#6hrZl**<Xy|Gh~ICp8s_oe_>J`qPvqriBVAs+OrPV2&&)u@
z#_k3xN7jV*-L+Gt%_0?0%>v~aMlA<Y_-qV-JKbzJ6M4bw;*$zwt;&vs0RJcmB`_-~
zD*6Cp&QcJyx2U9KfR00MUY_ChNDe9%Ru_<hS(THgU>#ju2Dh$fTSdTP`^b$kOTMa%
zPEHQJI@!zuZ9=oVM7vhG-v#87K9I1Ic&*8P{n{Z`n3M<G7S&eMemafr8KA(k8?E7H
zxV@Eyn0H0Z%$UGk1_Ec99)KLc@FNQJFA7RZK(Yr9XGsI!AgM{gG+@bH9+xCeHu^6&
z)1X73kAjlc*4c?%to6I=@@SRQX$K}L5mv%PKK29|8MwD*#<Up6+GDmwFbNA*SZ%wu
zmWD$oxoR=Kt$zc8CoC&Z-pd|hb~yYQbN?*QUm9h``4hdW-;c3A#EIySsRhG-CzQ?b
zf;+gbM?8TId5GlDzN{@xC5z*q3#UogV*BFUL2IrBO8{%|hW-U2=V#+0ow>>E#kNK2
z$bi#x2~bnefcdSgqCy;e9AK~T2gkDvtSg~M+HAyt0BZ$K_A2OKHz1WTN9*-kOZX{*
z4VzpOQnk<|5)j=&S}djEQr#tt3^zwVh;#xyxy)%-E&lxbcZzUwJ}khewiT5&g#uBD
zj+GT-U|^uEx?0N3O+Z#oE*dyAYijuCY8_BONs%@&S>-t02X<<;Qk`O=oM(6;hue8+
zE8WykM+X#wKV0u(<G444TT)W;==F4R;(2@tuw(#Co*kW?%b<>hG9Bdh0!ixeRi8aC
zkeXVkb3zB^p>6<bj*k1-vp^t#-IPZ&C+O^o8XCdCr2xD?_(1w?E7qzSCv$qyvj_A>
zpu(p=!p$}cC#!`9(%EWO>voX$9C|Hqj=K|>K<~1(xA%iFO9EdB5UYUu1@Z9_cE*eN
zJ<fl|a<q^kf-{X(Xkn&%|Bq5;4G++NVBbS#y(%i>Wl&)wHc_Wvb7Qk?TqxT!g4k~@
zRFI3BZzhwY?XC~%Z`7&dQ+&Q}dKFW8O00j@c3cSG0T-^Q*`7qTZ3h7FOMPBkx2&W=
zQ8f>6aQv)jHw+r|?w_7>^}z;%9t~H(0<{b4Hv-nUvR}VO+(d-1(ED_(v9ZG176d<-
zch~fw!yo$W)wg6^_zX8A#+e|Vc0GY4l^*SzKY#u_1kIx0EH5{A1-y=p&kxc;z*Ij4
z-U<M?i#~-X#>MINC-VT8p#tLmz%Ss=SOziunD5p*BY;Tx8}oh?Sa81!x#2zb{ga(&
znP*dt9(>LR3)aU@DO^BV3ikq6!~>ieX0`n|f6*S-K+qw5#q3a@`+sjk%8=}9=T^2w
zKJ=z8?T^}w0&0vr{pigOVyyX3;F&fgh%5mHx6XjlAM9McTw`5AY#u*PsEqANouBP1
zN?<Cb;{cKl>mMbDuu;P>F1rxXht8VcSdR-`U=A$*bZ5&`jAOYXoleez+c;e%_0V+A
zYL!F<eaV>pf<q`Y%oWBAtj!>CyFfgZ+pS79MjC^yDQ-4AgKrdCY!;*x&G?7=7>;g$
z7$QTYz(N77o$=Ag_gGkdhJ!$F($M1bTpIv|ITAEt1E76_Ifb|9J1bGqJ9o6}tE=Ui
zDofY9v&nMPL8`D~0KACjYSA1}UYY!D0W*|BY-5`YG<`E1IV=t9Vd_&v1?w3>6krcV
zAGE+OR5~xc>l7ThkbLlg$V7lX+mnRqi0RlVbR;wvKd#38Gw$T*$63%}QXPi4;o``Z
zAFq%Q#pb||M~|e<Vd@ksnq0SJ%jCNtro^l?xDVTyqbUeL$&~=!s*S-k8(Vl};0l3!
z5m5|)Ff5fapBxIPG0;kGG@3jG0B2Z5Es7|q^oT6HfkzW;t&xEJmr-v;`i|jY+(*~L
zqi+S&NiuF};QK1KUzcr+1k&xJ`|GizW$hu}-rgSG-yEz0y6N(;9UC(>k5gQhxtaef
z*tBRBGdm_2o`mv=hFIZ}Snh%(Id{vHzimszXB%A03MFTXI7YzWTaqHPqw?+f4%n;(
zQw-?mc(ga&l9qne!bNz~#YCS{gDS{fw(L-5Y@!b4{otd`rnbEA*1@q=V##yl^jQt%
zx8vhXn$;u#R(66Tw>wyP1H=|FhS=7H1uEdN*@8xL(50fNBEU|IqU<(5K=piojM4`6
zS4Re_T#fq);?_kvn{P{(<OuVz<KFo++8_Ya-Bl3=35RHZ-#~Y_^g$zBmCHRi_M#EB
zW~-8nn%dg`1Qk%~!+`hnaaeeCBP%N_gDR9yBCSO5=n~G9ME?>Pm}xx=RX>7f_w&61
z^)I0r=KrqSR*wz`1P_*g4X7)gMcwxDP+z;*n=&LM1WdzfoNI(&>F)GYLPiD^usM&0
zlGB4lYGCbfFa8!Ctv_<1*PAvvlp)RuHr7C)(gy~D8rLH_JUl$G(w6lrvJuRUettu_
z3go9d<LLfRAWXmJX7BCk-iF)bKG&=D#OS!VFQBxqjO55Yy4ty3y`sf?Bci@+Uu$b;
z2P9q&F>&!>koS*o+uHh<$^}3h|6s7G7%-G{pJn>a7*2*=!F12?*npEr;h+^3%^bfX
zYm_jWvdXFY58jcl5ZMRr25yG)I+)qzc&iA)uX46f&^rF83pNX6uCYP&6SJLW^?dyd
z!++M@V7Dp(C*;{>ZVq~`;|WTbWGmPtdi2Xk7WMIKI2_%?F@<ZZ`cG$Gl%@Q}@eJ+a
zuHYc$KYGrwXBxjTHKhTtL9!9M6LH5z2eAD-I$D6AiO|}hoCG-g(wWeztD$NIE<)c<
zgGUP*Kv_YV3JkFsfI0>)3;>lajB`_70W20A9u8|rka?E>^Cv9WWFs^j_36{M;0lOX
zHQ>_KI0{Qj0u`CQ#K)_~%9qmNoUV6XWz*u2kth_rTBu&A+?OAR;K1IWfAx>SjrP#2
zdfzl*vv3$^bbgFB^!GdC{LDx3?9hZ$YUAO67k7F2xv0jOTvI1|ReLc4$^ktx>bgl1
zbOta>ApjMmN22sT98*0be4Y^@N8T{G{if1sSVt{Jl!inKMTF7u@Kw~34eHx})nJzk
zuj04tQT!Uu?Vr0?@1=-lpP^;ZBJYIx^l#ucU#ohVTa;-)te~*-obr+(Q()!2_3kE+
zY@L~@Q@T9FK~2cq?ioQ6!w-1T3lfjwRlDiP`A55-G<u^fxAM`<?-3Z|am-cP^zHOI
z%l%$X5`oPYe)R9lChJeIEwN*ZTaA=0+pBz|UOKo|32%#l-w-V(E#(E?gE}`Sap{Z5
zvem-W2B^x#ru5A9lOA3OnOt`0i_u2bp8dI55*J&F$F(i6ASC)NA49#Obmh#jl)gx)
zDC4&@4G!y{ueR*+`~RYTjCfD6k1t``ZFz}mTh~T_T^@vtcW)n8PSIQA256&)zfiCM
zZ9-Hb-kmV%l<SF7r#x6l9BL~;F8R>(`BVt%eigYYx&uEZW1&c2{1(iTK;CG5-x_{{
z?Tj%&@*+zCrgVQ*uT?MJLNuf{>85>7vadaB{yi*{$#Y@f0j>%`?!7Tqj9ko7{w40~
zI+rompCz`_rw}_PWkC!q?u(>4@$%bcM6mG^QoFxN*TtUu_97ddt^l>@-_N$LFA>mJ
z@i&Q$V%ol0q|!(3m%Er{f}o};KE{8dGTNc>y`!Van=gE-*~0n!l>EPuNDiyk`D6gs
z@<j^!KmD{d?w&r{l1LTM@PCSxUFJ=XA2<@<6*GY4siV#u_9fFz6cG=R%h{`}055dc
zY1d(?EhAN<W$g)pDrd_Q9_YB}*nDybc7-yOaUB&S)0(MqSaFdR5jxzh4vg;_4OWdy
z#=8LvO^s)-)$k)Ym7f<s!yJu#FP>9_Cu&_dfnqAs($z|?K$KyKg;s=qH1N#@Cylz)
zjzT4l0OWF$#?jQ}**F$S)is_l&S01Gg3Bo)dnp{94)UD%%lfwnknfNYFb?5_Z4b@@
z!My-(ESx42%~y{$X#}bSwsx+foGe<2_-^AUJK^01O~Ihf)@{4I@$(MT6Z6f2=rNis
zF8}HeD(lpuB3YX0)d)EAl8#cOch?Dl+Xp!rvdm#Q2A-bFh5_lyK`^$?)-nGGHP}0L
zh3>uBilfSvf(fX6J<}e2FBmX>ylq~Thwh~bmv`SOW}n}2L_0`%eU(R`c%TTLH@w2c
zL;b=K0vI^MMSz<k0?>&yKfgk%5Cf}itzsPUunC63sgtUdTxP?8Q)-6PxY3)hhZ;hf
zO2Iuce8t=mc9_;+w@oo?3SH|H4Bi6L@jmxH{Cyz}`FO##&4;rGS)q|cSdiyuANSU?
z9F=X+T2reqYl@!$qT7Tb#n;aw*}i}qM=1apjojFCd9W7yx*iA>I^fP<)+ib8_$$9h
z=wb9(@=aKz0jF*cHg;R*=YLd}zEGQ^;}HMfGb&7&To%|oPYVo&>2tZ9{l3WK>4(M{
ze1>rM2!58Q_4sE;UPm*l%*uD3R*&+iX;{c43AvKBsXWi1fhRw(G1_CtAJO*Y<`9S%
za9zD5e+|}2K?r^!CS{=_UyMZSt^`O&LkOA0wRsp@=$sU1ig@Vwhd78;FkWc0UHx>$
zrNJWwSBs(WFs$xlCZ8#bUJnt0@<<qwWQ$wV5@?xa7cQL2EV@5fP>#k7=a3zm^X8Fn
ze02E~*IH6K1~y~9i?2a*c;DYz(QE2XDGff^a%b)bOTLaTb*nzCWPHXL!_ml5J~jIZ
z^T3q_fD>TjX>nMQvhp)K^VM{fIwMW<yuOCGX}`Dmr<rJ=0#U<DizszYMhY-iVR^|i
z^C5#;D<@q@A@j!P62ZiO();DLzQz&<`ac=Lhuqt+wH2erD0&c~qL)@0B>b#IL?L+`
z*sp&heMNow`vuVCX}B$d0b<iY6{lA{C8YT&FyS7-hfJ>-(Xy33{OH;TdzqomxiW-a
z0d$`v2%+LsW=*<}WaRSO@(JOv0s?gdz=?$4_1(Pe4!vjL5VWuEJkLf4bNzB-<iT*l
zQsi-Pn+@lw{vFRq@)P!t3g9CqsC}+Znt20vbgVW-zyD4opBulXarzfI_^%0&#Igch
z!R8o|UqQA#D5N=U%3Ux5FJx5lTiI}9`za$ReiG~<7$umt_0L2&H#CXi#`0%j#G<^T
zRCuWzuzjcT>w54!XjTcPA~8D&OhDH+XX=)Tee0mfOUu4P(?N6XnbXP+$YlD9krv`y
zvVS;y6-986@k37VXXwYAay-S_d<r%-wuBjG5SL#X=0#8iZG>96j`$n?)*(<yu0meU
z-Y<q|iI#RYJ)|DX+6Kyh%Njue0vvIwPRn7-a;4YxbySiTtN>5_Epwt6bL_<ZP4gz`
zKLHvB{Z&%I4ydaX*G-JNTB{=vKS2<$MJvukN3kzxNuZFUI%Dw8BJ*b{6$cbPz(R`3
z1bpw`vnF<ScK;BOQc{3$t!j92<T@YMrHRu%b>!qFe*N?flPWAor>XIjSCjWS5UdO~
z4}Ux^P&4JTwd}wb>4UcRCaN}*=<!MYDloBMc~p0Vjw<hcJ@1AMJUx3$D9|!rEV?=Q
zvia?QB7*t95uuP7nk%fJL|JrQDpplVCKiGtRsbBzF=RiKjl*f(J-D;&&+46<v2Q7d
z7lvQ=w{B|i-brg2(|AoC>xG401ctRBgAe4I*DlELvU_ews!A}{Ia5PJewKKaf#~I)
zCXKzrvn=0Y8HToq@8p2>nf*RH7Md5q$cwSyGgqh`5K_UgNV`%5#tAq*lTuNuhVQ<r
z5Kk6IsuvML=tjlG2wM88qmRP-JfP$*O9pzP|2J;9;A~%Pgn2WRxAb+Pdug6>y6axI
z<xW**hRU;zx?wp;6q@0^myf?zVPICN-(vguLPFn})<p6zR}YyJ$Nn^4DmD0sR`OFa
zv!<QpZI;%$;#Jw2hLSXJ5n?cS$O1~}ePJ{~VOhpRw7+QeE&nJ!hyj3)M;3z59eHIF
zAI~Ztt3`eQ_v~#om8db5-huUFF$R5pSTx+?DH3|d3o>K^2V#}%P{kRJc$6ttcN>y|
zaE8tA@LocyuB=p9d~$bofv4N;qxL53SSr$}obH7hG|KB{T}o2yP(1L}EI+dq3#bv>
z75Z&&^Ud9o0SxF}W`zHlBzGPYi&u#EJ`N*5=Ki++;3qepgX^N0&>a&l3_JwAL3z><
zZTyb+g1p)7f9D#G5ZoEPP#9=VBo&nY`doA4YGj(EUUaISd!CNR;=^(G?F46F$qkq*
z#6Lr-Z1yY;(JJx&bG_PesB(vrzuCvSUXgyc*Pw_ml+N|xyz54gs(N^KCqDZb9A9Pi
zDBPIZlaVg}Hk5n<^|nAu!;!mh2!bV)vH>|3`_GgEL}|vB_4+&4KHp!iHW1Y3H0n#M
z8b%l)QT;)L<HW&FjNtt7H^m-E&dF>|O@E;@?Eim8&*-60QCTNr0K^@gY7!Eb7sxAC
zEW_*0%>TpJdxvxR$A8}+lAXP>6SA^H_7>SYWF~u;tq*0-B)jaL9g6H($R?4UJ<CWc
zuGjhfUDtizf857)9FG2}Bb=Y}Jm0VJd_JBVN(c3aN``(^wOqB91ND;*L-5S=i&^r=
zKcqL<wmJJfKiCp=weR7`$>)7xrYW<@pA+hN(eL8kb>v+ozhbMOsr@`S;PNl~Kgu|9
z;oy)CM!O=X0M*CRK{@U|L-x6RPG-QKfSU5*iE~t3s^CH61NQI7n9W~a-R;>RlD4c7
z4$Xv<m^!7r9NEN<pVSz$S{2*|jVc_&NR<^Zo@G(q4?~y-WbhT2#RPAkjivERu!n~=
z7Us~!xh(;6(tx_*q_R=kSQ`3B^#Tmc@V5ppxay_BWGx=xt!y_u<i9%*vLAfs-5r0O
zunxDL@tGu#R(OcuTa=FVvX-4rpKa9W&Doc{=!d6J@T7(ItZccFUB^~+pDprd<QS*R
z01bR1i#2}O1~j$n<1w%PlgIV@P80AKB@s7R4C`;-{q#l_y=WI9P!q$%638&}p`I?#
znIoqR<<3mX0~;Zt)Pc*XPEFQ$p}hpiL5uxVsRow9br~h$ViA_R!Sz%#$=+#-^x}sm
z8o*AmSE97xbxh9_OOrJC=CZNRh>``0#t>ZoicPPr^iXCm<uYK1c(A_ijU|;e8m`2B
zgsX@)QKgLz>#19&)ONy@C|D(VyQ`C4@8RUZu}i`ps@Wd;9M3;l{$Vuze`j9FaQS>i
z^`SER1H$=lvsE%3C)@SI7Cv{|saF@|wyxrN7njO*V+B{4cC#UeZw5Q-9#mEvmy?S7
zkr%7ktJviX>yN7$Z#q%I`R$1fEsAJk>x20;t`&Yfqd*ah#39{mxXAS)?D-~MFKZr>
zJsot=4`4qebSyYBmjY%6;)Wkj(Cph&`QXsEnNexW11H*!>ijb@E4-=Rik=*)XVn}1
zEDv5j+;}9ZdI5sOCbC7xXV;d@#pAAU-zG*`u6JWx1fjn2S+$q;$UcrjU-kK~nhp<D
zgkut`#Zv9!cA7T{&NvZQFFlPP>gJB=Nc?5gjaG7(01u6tjsUNB-YNyAtctp%-GVjC
z7Dn7gy*85NQuf?)-wn&6xxi}<BG%C%tN5eraE{VJio)fGtKqFT&oF~ChSh`Wjx(e0
zCwS+Y=vMgNe2HJPjUMIQ0i4hqoN{HY>@3=ZcPnEtT(;KM`tX2Gq|X&op2rMNiG^R`
zv^IWcFk{>)xY(&1S$Q7vAoa<e)duV~F1q+J>*<f&9n{8hmM%CqvYDsP>M#N&E_n}@
zmco!&);<ua8ksl3co}&CFQJL)KUzQpVmX(9nh|%MRdn*A(Sh0lw?D&*)ouu=r?qny
zp@Y++)AF76ZC~iHur<@sNbFZ?7W~|yR|uRWqwM>IyL8_?tF2{b6v^-EpC$GeO#g7l
zamh|<SG^&__}^ReDED>3rSR~8<%1UbUV;0@#7lQZ|7iT^wzbcE%jB}{GeLRnE_$BT
zljt(KYHmRG&!=Fofio4j{+PLm$fKN#=PA6x0nCmo7^XS=mG#TUxncJSls=hyLA#S5
z3j&?(o?A&9*6Ib(*8;z-+90jid*ep?^3Lw>#hAt-x;<u_GB>hcJ>ZFv60@vcZoHy$
zxIam@Df6YaYP84>qrG56m3F}CO9v~u>?PiRL)RR;Pt$iO45Hm{X-GAZqRg%5gg=Ql
z=S8&thOg}491Pj)gb=Fx>Vl%kovn^EU!m-G9^PZGw6)N4N^p;}r^t(blg!Pb<`t#N
zuG2%KMX4|{Neo671TJz`OLIvtBe^lwF+J8U$T^5)kG9gcLWAe6tl}B5-X}Y#H;fd_
z3wPfTBUljJGwXqM%f8IHL>=v@h})|iB_zu_uD4wuP+S-IK=?#IYm-{z_Psy2w79Xx
zNlaf9^bn55E*%B`oz;I1<OV#6=R(|`RN<G2x<V!{O=s6yEIlS)q3*H|He=HL7XhOJ
zwcs~bFwG2PwgqF#s#lb`|N0+`hesvYVEz%d;d*{eU$XT|QvDZcbVd-RU}J1U)f2z(
zJ`$}lzhAGd<R3CEeNReqT)BCz3{_96>@_poVVdZ+1TvhRyI&)8<nkX$XL0H(v69Pi
zP?~(dAcI>_y3W0!H{zMRK(QN%h<SYPb1xfy%|P5Luk&Y8O8b3<#My?Lif7?}jBnRm
zH)+Z^_cCNjzIM9`6TNvk`6E}Qe4H_MsX9>rH?QRGWn9m9O3zy;c4~Rrr3m?RtF@qL
z)L=m92pS|%RddI0^46t~DCv8=^&A%uhjEI&akOZB8-|aQ&(XnNNN$M2<N4Wg^0(U8
z%7V4ILhrDbRh(a^wDB13i9Cs)@?#WF>*vhu(z<LJj}#}|sPvycK|eN?X1u|Q7Ah82
zQimsoiIN5Q#Yx&32z#q3@Gj$l2?;9uPgoxe!jx)8Cf{&3`9GfA7Gu}BToPxvWJ>zq
z1DJ3n`&r|^rzEqVnYMZBI-U<G2;8eBuGt~4E-t%vDNOPS%G37=N6Ktoo(V3u&b6nd
z#Rq7+(PHBJ&l|er?)fY_Tn(>!A52Lu!OT9`wb2q?C`hmMu_yP`?)^*M;96RLiwbe<
z1M(l#^)%M;R~8p8eT%G--Ovsm{_Cd(mxvD&Ie#)xqMoif>c-);4p%~TuX(fY7BJXF
zec0wnIoXnNoeGcPl6CoxrJc!w3|;vyFc^~#zA~dLB|pf|QtvW+PMhgI68c;^*ijU!
z@!rCn2`>x}MB`Yfqmx}1DxDr}=-E*@>iR``bwFWZ=3lbx>G_)~f8c##`GBGoD-jjU
zO3XuN<cm+AV<!Cjp6V@4wzcKKV~K-L5-~<!?MCC1F;FD^w@=l6(gx2AFRLX|xH-2*
z4eLkLcMN8Q8(^1_-mN*;6+ba+CbqK0tNlLH_7<bv{1x#5s<MFWjucS=V??ae6~jIU
z*<ZJV^Rwmtz>^eOMD*X2+AeC;+ObmG=eP?;J>NV3q?H*tG;ua#Y@b2&W(%h4+PChd
zqb|qYUj%y!ys4Qz=w1>SKfoL5Dd(bxvHh;jFF%Eg#+6<BFwVJ4{DlGVEl+y$R;r$6
z`Y{rSeQ-CY3VGC++V7iAZydOR5zVc1x>z{nA5_WMm>RcF#FpdJW3{uqqe#|AOx}~7
zuUR)5dZQ3+ejLeGiCI|@^0zlTr>Pn5=r?Y)b*qCsbMqZ=2}kxEtviFK)>%X~--#D_
zi`!%JE9DGs^AqdMYSwR<KN7feOGLMjDCo@=zmgA)selT5s(>Ne*lG~X(?S*lUa1zv
z*`Zvqjjd0wbh}=jkN3PGASz_gb>b`Il!u{JGupYuKE75GkUZ`jL@rkykcTKVJTHKo
z`cc3eiIaunJ~|wUoPucSIck*QYt;~KmL5BWt~z|~WO=;Sne1SpcTAR?J~z+2_NOZQ
zo&={Bh<cb!-P@j*<a{_Rq{fZ`Q&CA*oD!?MA>KB1Ln_R|K7m2$-0DwYBVr7Msa3Ry
z0zdc6$|(>Co?W*ju%8Xn_3twA>dbp|=VG)&FARpI8TpNWD|t!z`T?Le-jIra_c)_i
z+O|{h&Z_Q=v=<0;*^)8F73U{BHm|mnkS$SRm}cEv@lfBC0lpAF<6+K5$dgQ=>l8|f
zwf%6m=*a6(C_g^vSo-xRC!o3*-CKh;zthKegK@I8gfpKZ>7ITV=^I{_A45ui`z{Fo
zef2RolUZ@Tl)yXqmeE`|k;^fliWk#+xFl$T=GWX^X5q)RwYAJ-QT9w0Pk!4fxFuN1
zBNUwxEK9EB!3V}pnvYa3Mkf<GRTo3c@E^93+j0McavB~Si)|Xv3hSb+IMtL20dABB
z=ju7pIZ}@$KL4#amhP4zHPsjH^elb%;nRV&r+v!^yQynAxNj|ea9@Fga@l*&Wu`St
zTIy;-(!grT%aP&>IIeTxj0{VS7A$2ejr<WK;QaPsPNt72sI;wy-$pPDYyNPH^ol%r
zhUjz$-_PPzqc`h$Pk$?tJ&{Q27js?Rq`<nX$G?33p}oCF_D@uFYs78aw5C0A6T@#k
z+0BJ@$&r}GjcL8o;WC9?9acIAUJc<%SBNQsJJm>Qqu(&6^e+`%(^ZQ56A--PYuPE%
zUQsXYmMLp50*+eu#=*^Rp=+1^dlXSN1^5aMwqAK?m@sJ6JpOqX!*PI1D4C0K#*;&`
z;?_d$o8dRts>U)-HQglcuXt23p&8)ZF0CJSk)d`|YVFx5#!TbW?TNMt`z79Dm(sX>
zhe!Q^I@_53%~BKH&&E%`!j)t0V>Z!YD-`Rgj?0K*Ye^M8qJru|?m7=u7%@&5OM4G?
z_71uQr&PUCq)37r<6qS|q4urz^Tyy7QIcsK;;dw=P9~!fLyCyFX0}DW!BGyTgI_j_
z-1{sntTdRFju~!o#?kKw$^QDdNj-^?N!aTg@J$c8>PivxAogkJgT>+V_BW=%hW`lt
zFOW?=1yBrOlHQ);L||HZ(+rCj=nir@Xa(lZS6z>O@(SFVku-4jYY_ik`9F2Bln4)%
z%*nZq8~L<qZqh`c@ma%041X$rT%SNPU*%moYchj!F~exGE{(+Zf5m3Jo#JoFzgD=K
z@a6@-3iVe{7t-%EinFP@j%kR|&V%_F1%R+?sc$T_k%^F(otZvC`KxIRG<`~$Pd~}j
zE$8p&xTag^#5bOt)lTBILX6gD;oAqKMaw>We6*J-Z};IpH9s6Fd`xf)ctBWYB2Cy$
zi-(B})m!85tRy@+dkN0Fi<i?srZ`1SQ6yh7?Zd$Pa}+dy{NfLgZcd)uQZ>8ROXanO
z1F6CLL23G9kL7U{KMFL#F|L3i%ZLC;W`uJuK+8Vz3@E;|qv(CdSaqwZH)LOS*8D~p
z#U$L_8%_nY)0Sigo%g$L;oDHM_$Qex`W4_aY!+?;+>Vx;Zj{j|C4QLi2@wjBY}+La
zZR~u#s*|O2P=D+qOc@5Bea9=pE59&fFxQ-0uB6ka4N6C$dtP0!)H&{6+hWmoV<gVp
z@~IAa7b>!<5~3oZZ6mtzDz9t3TA<a7Al80APG<OB=i+$Ffp|Uf+pjq7xf|DMu908*
zP;}`<z3g|axp^LB^mh#z^pG6MXO>uho^+OeL#Vf<uBs6wZK~U`FwcbW9=B<V9u+o4
zBkK@#be^_eh^l^+dyJ)|GE36pY7n2$$*jA}NPi9GN=>?LIxbKpow7x}T)DE=_16|H
zXXNPBC2)c4REU=<ObaS7_%N;ACHMkm#ObqlT5y~uN(i_vu4|vr*qt)jXYo7|<6q+o
zb}IZO4IkQC50;H3SPtHGUGDSBKj8i)imtOBrR%-qX}RDW>~y8>YVI$8<TFdV1~)6F
z9G^OEX(w|T4Q;74#|*r;PHecY&xJDsH45mRbwRsxvqFr;rCg-inc@>;xoj&7s-CK~
zLjmP0PzlbQhzz+z=D@Wu7h`|)qf0`d<5W+ao{seyVP-)P5C4<5a!;cL(YaYC(-Jpm
zpDao7tJTpI7civZ4A|Bigy;^_)UzYkQ{?|#Pm5@2xL~9#8L?KMF_KDjsY`YBHL}mg
zUtR~-?}F`4jJs{T{wQ{44|c-mXW1=GE@($Quge7Dux-jO8T<O??ff5@hK8=S2MBb~
zOiW!`P-S0vfv&4~f)hc6qg;-9bR;t#ek<Xb0l9>wW1D;PwR0358=nAiN>m8C2;;XZ
z`@KwLn0)EKB8mq3DDM68Zi`<acEd3}&>E8wOY<jzO%gW?_h6I=noQ5PY$EDv%2U;E
zoRt5D^}=!sJoQfWH<#uvIboM0<#I0gAA8XIpBLt{M`ewfXg)jMJra7O0Yg<QjcYCz
zK)ivo_;WJpb>-kZj(Qc?;?ns$#bHv#bn>mtUT>cx_3GJYzPnd88`ApPN$-g|IDqAJ
z>J6f$8D^*m*v6~Pe&QcmS~*nsx!8uN{(>JJ_sZoTNC8L#EV;j=7dS2pLrZ9htNFa@
zVGT#bbd_;KULgC0vqI-TCdm8h2luVc(v$H9n3Gl0r3?o3HNTQg|JWHBFTUY_c7%lj
zjY~mtQM&pFz9(U4RNsw>nPbF;tv^jc#~>w6TPF%P()&-JK6L;+$NmpE-Xp-`g>`w9
z;2j^CNFb4+##S&X`c2tEr9H3rPb#6z9?alma(>tRQBIi*-+UkD2cEaj_dgm}Gj~Z2
zNuPzVC4@)`0lkl%+8240$B;=|Zj{dTQY)yRKU>TjWfn(E!+13k_pag`$4LiCDN6+X
zYTnO>oMjUcpRKP?bJDz)(jfoW@xbs8tW*?r6Ne7Jp$A)3XXmF1E6mYOP#tVmJB+j6
zVI}K52QE?O<A2@Vitn46$|MmR$<(bYY!l;*7DR5(On;K_B*jij`hIt8@A$G4kTF?I
zxpqw4IsC#SL&}1cMb_B$1lV?1Pa6TO1@FFm<$j*BgWG{`tEz7PQ>nT`8Ggh>S9t}n
zjA(dOO*pxQ=W#X_D;jq?>pQI-Wv^WAOVmjTp;f&CBL>HUTO?{>$oT5nCG5<{E;d$b
z7m59a$nYJGa?L|l3igo(pPxGq4(7Ka2ND!KJp>B`IaxjNSOxJ4JULCK>)T~7LX?N0
zNg`Cpw6BF<kOu%2&JBJn^pzIqw)jr@$-1sy`m5x#lf-PvEPwqyv36J|eUpOj6mmU(
z)q`>C5hscGgmplMO!X}|<ZDicC{A^M(|l~L7;97hDTtZ>q@9^tC1w|JLnMQj|2y8p
zwOJnQyj3iSZa89s0WAF~k?~jn9;_$b$;3LM_OVn#uAe#|#whgjqm{}~?c>qK&p&SL
zr)A8Rcw6*KoB8_7Rm^4CEo>-J!rl@JQ&!L8?E8j(DVlj|u)qMRTwPG2YohZ05BoEn
zzpqc<nFK6Q1tB6CVG?RyvvzPY3CH^Z>lbw4Pr-|jX-h2XT2joQtfZ7~ds9zVhXQ#K
zdWxdI`Ju-yUr?e6ztjfUJKT6y{Pq&Zetht=gq~kVU1{zQs0^0o`rK@Y>q)H2Z*U~e
zTDJO%Xby;X`k`6G8y-E&d~Mry_@CwJIml3Q@!&bp;pI}1dyJubH~md9uGkv20dx=>
zdZ28n;fKN6qhEXR+Uwd-rx}|8`D_3sgpN{z^DDM5{X>D^_`V*8E!7l{T)?}Ny4`D<
z!(n7#JVY3<9``8kiB}v}A6&Dspj#Ia|D20gq%Tsc?s)VKo&<g%K@?A|?N*%MvmT<z
zDPk|1SaR-CP*1}#k0(<3)seLL^*R-9z}ID<as(35wQ20(I++FxlC>oqj-lNNse=;6
zYfWUz^VCSC|NLV7?%9}<4i8wa2eLEF#dH7t)mG6hLAecmX4TPnId+BT+8uX}aiub0
zDvs!<mlC8e-$^R5-n&Ctv|y(Y!=*Q)p6il5<(<**WFc|(EvRTC>Fhr_yu?oijTf}N
ztOWu}?69Ig)CE-E{SRpG(t5YKCQ6=^EzWHKe>_i3wfiXroev0CO6%(FM=|&I_Sh}9
zmD;<^gICGLnaLT`xXvl=d4kTGoY=Ewe{URnh5^orH0=NSf7E>zZ84tssR?>LOEs<J
zUMxL)ZGY$sSS$&SqWcA~lwsV(X$c|<!Nzbk;)i+6ZZWMJ+p|W66%ks*^)IhlnELA|
zeYum26Gm)5+x4nTHi>7GR`3|S;t0DC48!^}J=OvuZu8DRr9k+pz@blBnJNEL&8A4@
zIrrL8p(r0tup2R3UXt&ofWS>{MZSOj+eR_b+>#>1ZAX7Dx1Ic<bW?7QvJFbLQfi}g
zTxQZM=pXl-+fx&a;&L%dn%QJV&!tV_9@ZA`a+gyq_2sKl&66U(9uYDQ6vlW&YQVFq
zWZnOwKMt?xPV&<&%o*>ykzB~;r}HM}{~mD1qu|?J6#grw(c`S_Zu+y`{;)=%s!Q_i
zekl=eObksMP4{UJf4mii0aq5R(i|x^xO$R(%}&x9_y*a~>TRC|0c0AQ{hDc-M`W7f
zgUC$Ga!#Sb-K4<_7T8(T2szw1b(U7fNpRiRCCOk$xSH^`G?)R&Zf^n;F^Wd$A>rE4
z>ln~fD_wvt&;!6{!0(!S@P|1s+7DXkQ`<mR@WSBM=+7zG{yDyZP<-N_tX;SQj}{B9
z_doYt&fT*FHg(64HSRKdt~crtY>LU#A~lgN<Zs4O?xmEnludZ>A2ZLpUNlVArI9CS
zErOJP6so4Dub)Ec8w$lgAn=?tcE_lTj+koHW1Gt)eZTq(FlOq%#JaulnLxuzmjFes
zaKqYqLosRanB_YBX3InPf6<Tk`P_}^PiOz+=d1LE&r{__$x%NRwC=_QpCl#<lv@V?
zZzw7JTW<Pph(o6ktTX_98y9;xk|Srb9u*tg4I0!d^L;V0X{k~Vk6ptI>~!t_P&4@l
zx4g}l`?QLR!5SyekOut`tc@BHdaTnccqBW1KG))5_z(Dq{{JUFD#>B|n{(FF*3k*M
z<urxpRY6D&&dCUnBOt1OFa?x-s~=4T4U-knTsG!gK3KaF6B8>cD_f5hsGc4U%YcZ<
zs!3FVANR$%%@g5dgQBi<xA}e<b^1FJva?yR@vMnGk1<831CfK3^2U<;nH5i43;m(y
zaM$w|1^&%8)uMSW=-YDUjKVmN`{JF7J<OllCJw9```NLbH~j+p$3*F`;noB@%3)ex
zyU?OgFnKSa-=vCGW&ad%nGvoRknq_PK9wwK29xyW;KT1{B&4KPFZ?nj+<p;1%@%55
z`uh3?8~VM!KhuE<6Z3Jbt*A0{8V16)^p%|HTkeUW^AErxmuE3}v<PqYG+_ra1Q0it
z1vFI<Ae%LMUPj0_BF@vn@FvN4w2QFnfWqbo?C@;q9?<o9tPNg8uwv7QN7{S0?64Ua
zny1S#eASMVTz3k~iemlz(0;(_Q3wo_Y;aqMx9SRC0wo>0pA1&lh!Vd8Pa>B_%^5Lj
z`f$^$CEcAuEW_@)$;fvVmKV{ml@VslHj%e@@d0}9{1YW;w~0Ux^%DQ?<XLV1+mWwt
zg;r{aV>SjjBcO#YNU@|9VR!D%{&lYJz+J}KDN(%8v34!<Gum}c-JWr0q0M4<?d69L
zA522;z-wo5eLdoaRu;z$kS7iRXlDufbN?zZd)-e;K4i;_b_LUIpiu2i^Vyt?hm+C%
z(OS1>NB(tQ4Am!~@dm|l>>Cpmn1vt0u!4p=VzSC!*?tCyO$5NL1zdZ_Tf2InIgV&~
zusD#SfqL8AEQx4(CnqQ2S|D0zcSr{4?&c35+(51j_7&RDpFcfOsMG-^U}!CEZ^sM{
zssnhDmMjVjczC{>g{khFV{CxN(%f!lV`D=U!w_~*YJUh>0beTbF9Du6@lNQ`(IWsN
z&X#b{Jl$OMqD?4{E{gF+6UF2o=e5>Y_taSL&;gJXs#V-Vc|@Fbvs5`aD0o$*7%Qod
z02TRQ=FN?Q<gtjxcb*R_2Q3L(8(Lu@-B8<q)%Gf!pF`J*rl~rxUJZ*U*uF~{Jz;};
zx+2M~12)(Qb}?o^hqF>KtOOIZi8~C9)Rl&nRPzG4HE8+NGa<j958TDdic2Y!5c3Vt
z3tQCw0B7|Im4P}`IFE`gA|=kk-Y==^N}Fj%{}Kz}PYj}^SNr5H^^4Knjhf_k?vjWa
zGYuZHyc=-Ya3SFVl}sH!{I6j-%lrEYpg1oH^q``ku<Q)Q6MMWx(QPdNug(NuuPLF4
zs&nD|Lm*)Ia%_TvWWbV&XlrY;Mu<%aCjsQ{;QX}$f+@HXv?cI#lvxrj!9;~GhrEjr
z;Vuwk%e;RXaZoIST08oemc7^`wTl|<g8uK-pFm`@*mcNMc6@7+gEIKH-8YcIQ7QA)
z?K~9L*3OsHPeeOXA$prE!x5DxEO9K_dOr5R-M~bE=ucJN{I{<9m3-zToa`-+DqK2K
z@^^V=`thC~w}}cFb#WguJvu{Gyf*C$Sx1RFiM}@-U%+^abs`Dqg;zSpdL>hRMbn7?
z7m&kajHcJhK;?yjdY+yRN^;GT`f-Cl7>;_u=&cy8RNniYaBz^)(w2RhLC90xQNuyW
zPtG=P@Z76av>gQLy#V0%D!gvrCVgfQbn0wRGbGg?A>%0!=Jn#qNF$r<hZ<C-StYc4
zy;pv}9BYTy#s3FM|9>IUmjt1gwg>))gEzw;1SU#wUSgS>mlef>#vkEc%`~{gEH7J2
z`XAwLf2ryNz5FM!{REkF1g(RKLhRLh-)@5fcr<?X@He8Sjq_*18gI`tUaaw@y-v!r
zT8cSg_%JuW^sE#$m=~?hQg@&!tY=*D1j95!M5izZ-4s0P)6+N9R}v%ut;!qDxKdbO
z05-?P!i&NHn%O6<zlD^s;$#7K_PoCku}<wyXS@9?_x(TA$DwWLU>?{yP`y3sAdNre
z{CgwNYn6_b`UdyRJqiMXCSKW>k0}hlSLH~Z=xkljv2u>exC}~tTDKfwHW6p^G%8)a
zo;A?dS8V2;o0dfD<L#-9nR;$ec^8eff}`n{oFX0YJF6R>WaXv2EHIyX2aZ1X$84B6
zrFbXRU7@^BroFF-vF=7M?Ko{ci`I3@H<%$;@IabD2gZeu50^m}ttXi+;*ya8ioCeE
zD*%QIot~cIV)%~|hrVg@U;;1U=L`WAk2bmf7FaksahL*w`C3oqJ?N84UZkcL^D9}u
z{fYzxT)j*wzw&H&NrBb6)qaXi>7%}W<mPy1MqvqylUbe`WO3MJi|B;)EicW*?=Ro$
zc{`)BD)hkULB6udB_=wdC@#XH+6)+MsBvBj&Th#b4RCZun+-IEYY>Yp?RU2cTziB$
zAMJa$cxC6kw|_+vSXfeS-qhpu7cX+!VZz#-)W;nxC@#Lv%$$?^&Po^-zhIcxcCw4s
z)!D1!D?{8Q$h$*l-Ta-~f}!6{5?m6hhZ$shSdZuFNMc*wy{*<4WPEl{RDT@3CDw+8
z%cPQL0HA02{BW`F{K!!cK>?iRZ6`BMw0#K-5>(#a^*7!tDJdanv^xN1eTFm4ZGnW|
ztoW{;gEK}c^ls2pl?8Eb^$DiO>A}**bmGfqXEpm6#hM2NYRT`T8(Qu~bH#D!LYhi`
zjYTHvI{@pqm#S9Y>{(dtw%3dCZ=uj2ij9A}GQ4$P*Tg7IF&V-JdLwVZHZ$60GG~)_
zO_n#+=JVVw6spuLx+2O{!1LnH>-fnpX6dr_&PX&sMJIFS=U#w+-C`64+}VL|+4=p(
z#zy7zEov$%79qXKZB7=JyswH_x0Ju_Vnyz5B@i}JpM3HkBj!@OM0R2V?q8Td<=g-V
z{UVr=@G(071M&+Qm7*N=Y{7g{<QsH$<nZi^p>zY>ng=H*Q)2UdeK>$xkN#peG?JRD
z$7@uw8yYrpI<of0np2B1CtbOWU-1kMktBl%eku%=;LIA)tABcQciED+6?7=f%FPB1
zbs{+b;h<`{Ytas~>59oz-Z$IxGQND7I)1hN{&lgxkC~qE3&9gfXfiTH9%0ub<j&Zk
zimtC;(?z8G{+%6T@2^4|=IHW$E$MeUj03RDs0`JV<yh=a1KXN0?O7MP;J1=hITV+;
zbq$34(d*#x7N0BCKL2STJ)c(p_@Dfj25$$4QZ@9^-751I=A=*6F0&$Fbf%e~p9k6+
zlCq<&PWa^aDz)zK;>27H;cHo3y&Xq~NeV+73f8V*`+uM5Lk$$ymB1;#SH6LmFpCn3
z|B`Y(PU34Ez<(l;z9*PIaW?yByn#*)qEx_g!(1VJ1&Lg#;U|Ti*L7)``GReG^zyIM
zg)7o2kzAogh(GT9-!F@LZ<kV;j9v!mK$@>#kE|<1wu;YDiuyHJuHJ#_n`;Suo?3so
zZ6ggoHR2S|F=A-KtZ6O0TUap1*|5m$KQz^_*FPrd!0D2yRzScmyM6#u7QD*NPIhAm
zsCi3b2R?n0)6^tF_$+9qC#M)-D-kvK-(*vm$G(}Id_=ucBwchn@1}0gi!3hCjOtaM
z=a*7EimNM<Q&X}tdSKI^$SIyctwyI+rpsU^LLDEd0y?URGep>&V8vDJ?3gq|cUzSI
z*MwQUw{&Ke0Lw>xkk2Cv>)vxlX(`L$`o6^2>vjKF|3#ojUjBwR3ngjCW8m}K0E1VY
zK?Z!X@JhcXbMbpU61dYv8kq>`dZUF&T&EB`hyKF~BiUa9E?cjx5|$^o#(L0W|M>n>
zjk!7jDPc))#X%yBjZctmG<|Sj**ac^goi8xM9Ot(HpRsBw$?O61pqC+3-HA#^aQ@3
zRKQ87EOR^3I~{Ks0G<|s?t{r%%zY6B=3(oNS)GolhE4NFqQbDbi~9$v(WsO7aH(O&
z<QHoC(Of#5rBK;C9hJ%F%-LN3qD{(thHslurf`cDs+_t!{QGRzA^POT>QN#W02NoY
zk1RrT(<chH`JuN%->_K#HTUSJeDZEVfwv`{Z&g6y;JQB7JJO!JSo?krWSo|s8@gz4
zwE`ml^TOlDu-#FAB}U3^SYnuF()Of9Rgsc6b-*|$*wRFD=Q7RLd7KY!pFHGeNH2Ze
z!lc&KL^;@nw6~^!`$m@8J}i=pkfXSD<Lq*k<WSngRkT<6eO=u=U$ET~<xCN}eyz1l
zlknj+E?-Z#1V>*F5OTrVi4WX<PQ4<e4=5<Gyfi-FBIUX!xFGd~y(#U*Xh*()xNlw0
z)LSf|y42BhXAroIsvZk;>-CVmH)&)kWL2t=YBQ121>W3q0kZyyL@s)&e?~cqydh@1
zXwl4JLKGsB;)t8qfBP%|=h4p%EEETMiolS-$~0lmp=^X~=m&>Z)Y0*=LEyP*v|H7a
z7=nA$6EhLmL_HrE7GN!#LEhS`VbqT8`0wuW^76#YV~u~MHV7CsPtDU)5HRP#U^(5C
z)B;B#q~Yk#z+YXGUhpK%;S)!@9pQKHnch3q6O1+2#|Zv>{o39+@B0cIl=N$q`MAby
zP)2?xc&3=#->)`3Exb=$n~||jt#iz<mJTnIipok?eW&rlk-rNU|CqqQT|6}pPGcmw
zh?JBRyeo=8+k)7$Fc7bA)lqBEu!yX#u3qEkAK9qS6wiOEY=w6FX|7B@aI&|1vz8cE
zlmH}yau9}z@F&a@;m>B5TbW#<4~6}voYC(YT+C)<+ezD_T`o&UB;bC*b^p2+M>t}n
z?-08wBU@1-kMp|3`jclrz$0q3xKag`Ytx=SE5*^dnR}6yMkB8CqglP1r;Ni(V!y#q
zC#-9U2CX0d3(OeMHVLr%5|%ek`7>-E4&q4Wp8cZvl03_!hDlENj8~0~nOT<a8dk}%
zqyupL_ZHf!MB1di=30YHKR<tUT56m^q9t+Uup91`@clhEfntCm?XK8f@@jkX>T@0X
zkC^@;<N{RoLS&2EM%Gy{xKxjlvx^1F04^>X7owZ601D6VQ|YhiucyN7`y_;oY?Dg2
z>J?qNQ)pD-lwlS*3P_KLuT5x(8VteUmP9Pc5KSWiVmy5T#aO33%&bb7A*}4@qHRW#
zmELCr85HvM@?ir%iRx?Ls$Hr>5C@hshHJOr9|d7=VLX~lCTBw@iC<gj+hT8De{N)J
z(Q6udm~}a`M;Z7yAkXvVUcUL3K&A<#S<17TsX+8AgJJw)w~ydvE4cE5FQT{};;+3N
zSe-t$r*_E(VdbU2*c|5DJZ0bKdqFa)UMpkUtt(*o%{&C;b;$gmJxrq$L{Q?Xiw^~>
z9!4v(2%{m%3tbcR$GiRn9xfUR1`)6?2Of>8aJhW&-tCO0<hFFH%G@UrD0QK4hH)@2
z>-vh_Ctv5Ke>omJcX=_m{}Dcaf?b=R{dCfgeZ+;xa@#d`4k2535tf}ph|BY=ta!ki
zkI%c<6LAEfH)tQ{Ne<EMlfWb2whLH}DU(rq^wGxpCIgUPxXk%N!x7Eb-```|)8db~
z&7J<xVxJLruiuyH(`rH28kgQH`tXaav72Q(lOQNxo@dFb%gW>EtR*YZlPuf(ltO0y
zloZ{4A-8QaMv}&&+p{pV@O@J(gGGl`@bI71ja1h0A_cG)E(&nTr@@d2pf_^@chQ^s
z7h@L+t_HlQ97W@&lRic(g>!sXn{kC4m7G)ll1YA#!y@%l19ad+Pf%0yWH>82pCF~9
zBM>pYwN(yqHGpf4_z|&`2@}n{bMK!0_sm0%DkP3<E{3%_)V96HmSkc2LGK*mQW8?0
z3m59cGqdUF=~4P2DJp7IY~zXc^rRSm{rXDVGne@K<aI1ZudsR@^dMwGOsriKCM0zw
zjdYK(e_o&b&*x?0CtIrdC<jRH$dQ#Jnv?!gm;7GjGKEse@S0FjlzqOjF`?-83`e4#
zmgdsd+cyUd$CW|TzFh-T1iYBkZ~Y^n0a25y_g7tQA~-#(t9G&)lfpn}jH99K`{3t;
zERA8sOmkJ3tm3uFcFW%AQGVSn1xKutlxCp@3`wCW0axzGSZ?9`pV97<h%M5~prA!w
z3gfdHU;HKY3e>{VBDwgu9*M3%a0KM(JQxXtFew^-OB5hR|EHa3{=Jqd{#nOD->SwK
zJa)opdl{@1-(oZgFZ=q+MV7j}s3D8|z4RGk%;%h5UBNbT2aS)ZDjNb{8ph~cdl@`z
z)iD%JV4=bt>i5-3eaQ2@Up=a?iU7n<i^i?BOrSh_LXvNS03<1fnPeUg{V-bll(bIC
zEw6Azs|PH6$Z|@($@`zkeHMqU1WrCa^cM%d(6uX>d2J-gpKPDQ6^=<0xb+xQIZpor
z=gsWT@239<E9-NXa_UI7Wd$)vyqMVkcJgyGZ1R#JU6a)75_0b?Jy-(76(}p^SaZGI
zvC21P6Al^?)wNykdVP8_^Dg=e!nz#}LMy}4;<33NZ|aIYHYitCuU_Ue<x573fF%T<
z!bGB8xwKk;J!nH7xO0pY(je}m6pq&6(d&&@+4qtiLz}DX>gjnvvsv%009j25&~PAZ
zH#|H%ptV=@+CVA;!fQ`%fVwnkVg>tY*F&q-g7~z*>js0o{>13R)(GN4Dc!SxPpr5d
z3MO)FWB3y?7RzYCyY6e|;%f&N*xNe0pULsQQ0+YL$jN(%Iv)*AcjHG^sCV<p4d86S
zF*P+sO!`Rt4x};BK47x4l9PUhLSdj#s)}-e1zHDJ@H0i0(G1@Fz+#2pzBW^p+yUiR
zT%008Ljfiw%Tn5+J)#60ncfb$cl7@9hvBMduto)OWR#U)PNeWp8R*wg^p+d&1ZHLZ
zC||z1OXK5oxSsvNxG`A4W6^pQQ<Pg2PV~;n8A_;Z97#2iy|fqq?^>E?BKan^{ff56
zPwX1iGQkhA_2JDZ5ZQ)Cr6ItR`R%Loq3y-s4o8=aG4wnx`Vwp`S;lU@&}l~Vhf945
zp!rkOFuBW;28!U9_n@RPc`1}V+y`s}$BAZGFNK4Lw!dHhq78<?L~Vb6#`N02?2I5?
z{n#tA;9QsoVIax8yFt{8vz%}=bufGzJ7NsSJ!$Rw(`0NFH3Q*BE`lz=hgTdn6xFup
zWnKL9=%#G{HwRzO(E)XrCw~bsKcXQuf(_!lu(-}Dj6NZq2uC|${k<kuwJ?CQpd%o`
z4}<f(8zKQl!2;a-Lq3<ps7hLtcz2<#t;6XT#4i1i<mANr`t>XH4%YM+fJ9}zaRU~Z
zI0=0U&|<j5Fcj7P4Cly)DOraR`k=tTz(+GO=v=@2P5HXgV$_d&gP4fn1l*7?gNrFR
zpRgJ<=}+XkZE(BJrr9}7##CMD?w^$Rw^ma$pVHk|BWb7KwI+mix<JrCXVrR2>1E7B
z&j#p;DW)j4DC#j#U|bz(c*`k*eM*cp$*>F`zqJ1-P^I|R6;MORbvZ;h{Aoh_dWQfl
zLGzH`uMA4r&*lvoBkv*dYr0N#?$8==^#4U>xWe5X3mq|xV2m6VASDU$r^h8zL}jb3
zba!OLOuL@TilR|1*OERZ9+VS0E!VnVO!*yAzU~t{xjmhaAJeUevcKTLvz4;i$@e4=
zew~D|Fw|acfvQ4>tJXk?)vE__3zKh*Y~T*Qqpq$98BX-{^f0gv0Z%cs+^<K6+O=t4
zmtYDLRZ+on(B0j=c(62+)E`GD>PTU5vN!i8atF8($V~N$xrCS)jmu1(P9$xnh)d^<
z?7&Vj^WUs&l9I0kn%0wz%ylBUfJ!k&8+5oY+;+j0rJ}4%8#Jb1&xj>~Z3E6DOFidm
zP7yFiis@J6a-~ilBtMJ|8P26PXx%%%)!V?B`s)$~4_fMWkJyPrkKSuVN+|D>v^2*~
z9v^OD+jV%!@Z{=8nl`?p$yeI(YcjYc@DesAIcDliqhjp7u|tRaN@c*Un7HF)*(1=b
z%b4rnakQZ$8FZ#!F*iMtEe`z-Y!#989$;(GNO<#f>C}&YJa$-UZBac@<YxdymAeHF
zI`oftj=v>Gg9TIUwc_PbleA!*pQzVsxcQInlnysx{ALQ0JNBjC_`~_b43QxKEe{DK
zh1!i61<MR2NZx_@G;&)a_-uqx31fU={Jk@I?$N-54jd#53-AOurTS{3-Q~h55=Q?I
zu@}7U_I+qDbT7dps@t4(%PD0_|60(LdDA1#d@C1C&G@_>0aV;-1q5(WvNympVcg(+
zb!ED)PPqL32g4trXV`3VeLXT*vu2VHrs`0!2<DHRxFJL#;Dmiv_1Y~-^B+dqWx`zj
zlAk8yJ?~2el1n=E@jfQ*+aLTb3g=Y2%&(P!exaN{<3CvrPT;G`m|6pqd=#6oRin}3
z-smH8EzLNCbD<Ap$22V}gE!0gl}g197)Vx_@((3J355D#;5V8hRPxxzr*E-i%fT%i
zK)HN%&ZVvsW)}9P37!RR4E?SCp}i5532|4YOqV}KD3DM{;RnXMt}`}e%<Fn`qTPQ`
zTXtFIgx+paVuJ2k_mI1K*Ae^4++Sjmi=Wpt(GrBe+M?w5L@Tt9G*HoPSLEllbU4gp
z7+)mCgw%NjPxEWt0@K%Ol9qG_RB1~)JFyVka$QJ>9Flhwp*;uM5W<UqX)O{P#C|{Z
zq~8+SGkmLOeJi;dnP?FJMYJsc$V1|J5VQd7;)DM;=oerRp%D?>y$JAYxjX8PYU#~{
zP51^dI8F0zg#fr@zP~W&&2d|3t+QDOJk;QU*c8ae;Q){rV8M`hgVW!?IeQTV1q3q5
z>*$aMo7mI?CQPuE31SoiVbF^9g<KvC6ojpC0@{S%XU~lC8aFR55wLpXY;AY(+y+u^
z0_@5SL<6L_pE21n@|E-E?0U@7I`s;{jKNMg2_`T>-zR!qU?AW(A`!&aSWfdi(|Tec
zJ$85eYM&q;+i~O34w;L@W&EI^KV@|ehj#>uOLVz-dg^za>VnW+mm;>0MI8ogs0_Fi
zDIflBA){qNB61&XJU96R5Qw-|JOdmh9V9~r3BwqB0xT!Qru*ef>WNrWrXjSv>|e<{
zn#D{G4^|IE(k3NHw)t!qt<|J`ovAvTcSgr1vAr>gLdmZF><{%#(+ekX(BVj$$>H9{
z*x_X8Mn@OF3$AYoHhPD;c_l`cuY$_vR|U_jCdP=8&Sx|O(l|0yE!QMiQLMjZZ3Pd$
z)3|$Z7C3WP&omQm74`%({Qkg7Qs)656sq0GA}9<R)Y79kc*P>@a~Q;VY>ZsvF|KZZ
zu<iJl9TcZ<{Ji&CC)%5Dd1G(XiW>g>8QlYr4}=R*=URbw_;fZgA=&0@^)`K<#UvUq
zLkM9B34MY!1`L)Hq=U|YfKT%K_wWBAgv-iMC;+Tn{5?!i9eV&gd?Z&7I6{!ugb5^l
zBrpzovc>;*)dUMvl%<_r1k6h8rEVi(2WVtivh%Hx9Ka0#Wa<KZ#pqi*Ehw~E+1Qql
zS>kv@lV3$eMcflDpkwyIA_yQ02VVn|BiI5}(k#_f$HK(5C~e)6&xB#O{@3x0Tmz(<
z<&8xbgkuky%IQlzrPiBz{lNG3$Yg&^&tHcPm<aKhD#;?!nZ%4SXq-fK#empL3xT~$
z>$O9rN?Q{GlJ4)#y^vH{6bys!d9>yYLR74J(-5QuPAXEStB1pJ0sF_+9I2vK)tlM@
zU4va+N0fcIYaMgu!CK*=m?LI>dOW+KcR4Sgo;uPxGQRF)ol@<t-YZG_Ql_Ja>Fjrz
zrXD+zrcbi+9BpOIDPlg<zF@b^f3KE$d%DlEr|?4Z3zn%#Tz>$L2k#;|;TAJa=A>BO
zZ}5|;%{{)I#Grg%V$SD<fPFKj5tUY2peBUUkw7z(bAs6nxqXq*(Ylhrfq6V1tH`3m
zd9D2JR|~Hd_z+;3Y6H(Pe#B{0Adl_0Z{L9IjmGZo-e9Dvi2L~Q4l-~6*tD|0zc}o+
z;u#J2dagpF3{<Q<V5Xa_7jWPM^(#Cg0te##@ZhupCe(O}tLt3TEr17Akfp=6(k|uL
zMl;F@+T^Y{$88pamv2y$eNhX(Fs}!H#=tMoX;5n9^^1-!Fc01fs24@U83$87`#*U>
zc@DEKehnODoO!!Kb_M+)PP3nFac&-&Qu6YfIkPA0x^p>)8mEck)#9RM9f(XWUmkQo
zpDiyg25Y_+UxI>}YZpP^0vSj%(;O5i@sQ+H|0AP$2UmlfH#4mD+TI4;a{Tvi4aT0%
zBu`YE;}dR6jG$8)`T}#*33q~83@tbFq&)vjt*{JU+#srm=3BPd%XVL(G1@!NDd3j=
zdQ3uUR9oZwKmsUF!j96NF=2q0l9$JH{q{ZtuFEpa)}Y`sio}OecLy|@S29dl$*h1d
zGu;{_fq+~xGYMcfh2*tWHUGpf(#j?>GC~h17kF<?;6V~^AB=bS1K*#;<-i;K5~|5(
z-*xP<!!QQ}J-xO`*%?MVYc+=qA2)XwL{%aCDy7W){OgceSin-pQC!XO7E-w;CMGzh
z#`J&mz5q(iGEj_Q@D|a}6bJthZU_PYBYW6DcJZKvLGGXeOJNZ=^n5Jvk#Hb9Q67d&
z5Hm6Y$skD18Ei2o?*=db@I{uB@UzAvH$6N75D&r$69?D^hr?yJ0w5)1u+@I*^u)t@
zYIQIjo@t+q?<CWg&SGFpF~C#kd!;a6MWuOsi2(?W*V@F}PIQuq-RRujmKUq)lMZB|
z7dkA}!mcj(OPb?7Q7W!?U7fe)`7+n_0mtQo)Nq!LzQC9L3SG0P0WH4qlb+L_ja|Rq
zJmc!6nGxke{m96YpDgZ>`OV7CURDp+w(Ilfzsg@_E404B^>=u49d1hoIMB2m{`@^0
zPK2c;WccO6!nL|qS5)8I)6<axO*)Cyg$pY%;IX+c%Mk?rb>kN|$m(O+Q+}^IXuIQa
ziY~<@?2J}t@B69u$v8lq)S_1OT1ua@dnIu|L4B#pk9&m(B%??L2gz?IasRZyBqs#)
zxh~kIP>#|SegD6!9?<{E9s+~dTQAN7fKG&h#)JTnbpo(=2A?b(<a#=!92^`Uzjxl=
zy=n`yeL+D%3J00T7Y}VqBgDpETXGWI?CI%27Sfup{m(m=x3;3;gMliH$Q~Zd@`?%%
zK=+lKHIf0xv!6#<Q8>%<A*9qGan}8X(r9Mp_MCoYVCEoH)o8y8P9z^v{LzNx*lqYk
z9R#>w?*u>xsbTZ{dv6LIfGWFdR<H6c9baQpM%T}!K+V;bH{VW;x{6o4s)tn{##=NC
zZ;SfH)}r+rpFa)}Shdf&kbSoHfWqKTK|cY;YdIH%YS%e&6QEyAl%D=ZuV)+J3&FG;
za;<1#8~gATA0OYabskAaAffY0h~|0F!MP?5p&!N5<Yt47UR`PoN_umYdqpr&4cF&e
z)|}Gc7!tfZJ{b@Hqm-IH>bZHeS~JKX`h7SqY1PxRtB}x4^=5aODg(*)d0*F95?Uq@
zHasNNhmsYdA)mnx6pc|bdCC9RUR+KN^Y_)&CHT}zDl3)E%^8ukJ&=degfkV$rTmZD
z0Uw4?XqQ2h(`T0r8o3qEMkM*^;71=5cl5h7{NC9|ux`f1#cc;55v2>P{N4xs5kWR0
zVW)C8$n42YejXlrK>0u~;jQix`?ChN2jl4dIYiqp)J2m&!=*|Ys%w>0@^_rXp2FZf
z^*l-YW1uztDk%gw0ZC`9!RObOtM)C<fYvg^ACPF890TEjuqdM8(R@8Dt~I;oxEc*J
z;42y9@lFwvC7C4TI)%UWU?mBUcyaDK4AeAaa>5|Fa4q0VgNte4*=8~N6r#!=XAKMw
zC*X2@#<ink6j9%g&5ob7`T2GD;Fg_Gk>|!ZGX@H0zVuey6<QRkgiQ5dCY<h$=5V{_
zybtbpZvXR_%gn<yQfjZR>#!flg+xAUUKX67c)+Zk5mH&MD5jfy5u>ZqR_ULn7eCr|
zzqenNVMMh1Xz~Y4#EFT~#E<sA-TNWty+f12XW@Df2nUcME*DT_VQ&(w#;+(RhrzC%
z77Vwm91oSv-_sv=G&F8S?U(Sv4mUq12L=0Eh{%Q*qYj{U=>RYgjw=@E+^X8nn^eC{
zY^x7JZp$TXLTv{pAfh3Qv2TDJgyI-!!ae?=PvC>f5U<0#*>3}48VGLS2RLX@1Hg)K
zKNDf}9o(VJ5jl<kH|T>^rW*a&8>?E{FewUqk4c$_-_y3D(3{y4X-Eg-I|UDWjeBgh
zGa|5d?VG{@`?`1qNckS{e4^jg*e}LJdGf1>%pC4`TwliqXWmmBCF1ACY2+mk<3b|X
z!K|ain<`W!e(W~7kV;2}aRYs}UG=!>4IO3Sha5F~+G=A8X-0Z{Hx=%{dbD`fr~3zZ
zJ~;m@8!4u5Q>OV5%6}0_t6!yJEU>ep+sCPR8a>f}c_(W>WbO%Bv$L7b!iFqM@{+Y0
zhV+M&kgbB1J1@sf*-^5M+E1_2xh-ZU?(!FA$}pE<`W94UE!_r;SnmqDFJZD=wDNxb
zMdg<;SZZ+xssh6r@^nkq+BV@G1I@;D2p9t85C<1m=l_l)eDnF8`;vU%;b&3oT{Z~`
z(+ZQ>TH67B^m!m0*zy%)P<RFi*z^)2{94EkVE>FM(9fT*iS^^xFObW~nES2zx%&D0
zH_6*Kq91QlA?e*9+n8BN2E`hn5<4ONikXDQM?elfo!;l>8AR!3*ign{sGtCvdg|ON
zmv}kcI<^=e1)D?)2iap}gAPMs<y|JFS?U$)aS*Sds_!}9DG-LFqqik_30B+xp8k3M
zX_7k@RWB{5Zm&jNzy5Wl>Zq+6y*<iXFRihfeJjyCCBE75taeH&a3jd#QAjB!NtC|B
z`QWSD<k0;%Z@6r9Lr@eyh~<zv76SQtA?@@z1b2XzGI@eIIFjpgI_KQqj`iw;AB_0&
z0@M~>??#9zjO1Hw1Y6zBLkK=4rwvIbxEo@xG<$02<Sk%-7`}l*XMe>>%(pJ03uj7T
zzji~XWygm>@b<xK>z^DoA<|4Sx{cq`B)1g4yt`|^mX<I17t#rfe5K)s=zYrmKQVrZ
zc{!gU=`CI<hN|@UV|*-3cq$A>pZDmtd`-&Et|~cd09iRDID_D_Q@%_|u?BhCDV&o6
zUTf+HztQ0;q1-kH$sr<c&*8G?*$$*|jj}^`$0a`i)q_DOm2`GOs<}VjLeQ_*n#s<H
zy#H08|B~KJ%ogG|uJ^9G_kg(97tF?aYBrJjqYuhWczNGVOK-uvpZO*J<P2mkK*P&O
zA(<mpS@C8sPt8m^$N&#W4wyTaXcEv#A?A@VRaC=d*m$#Dm{PRWENTlz1!D>Vovd&R
z#Toa_>jsgqlBz*U5s;_Q!4>dUa0?p=j!kgHfa)~i7mDZO0h<r^u9(B7(D(KGm?MmI
zh0hk1lP!7IgU@80sI^x_FJVX>&!|*KFq~&lh3Q2#o<7)@`kwj*ZG^@Mri&h38T*6c
zrWQMrW==-kUzl*Z34{w!^XUibS_EhuHXcBIB>+rlh!)O=SXwCJR6tv2&>Q&k(+zf^
zxE25i0>;$R#wMS=WJ1R-!&F!I>G$ssk{pPzqqvX`2@-o@*Ql+hVDULP9^TAIaY7^W
zq&e><8d8j5*aC+GyxRoQO%P6due?vq6&fa~y#Kkb?DYVs<GEVe`N-;uurn=gQdP7f
zubj87Nd6}`3F^7FP|!rcaxZT3k?>qIQ1e3KA<_th?!dQjU)=UtU*8h)Ur2@QmpH**
zHiX`hTl&M%PUd?u-j72(bo(=|j?7mV`e)gnUjIlr2<jd%{Z|#%sr3SnBWZR~Z|`LN
z(rZ(UnhzLuXTwhSBk>N~M|~J-ERE=gSXbX1-OeX8^;^hiyUUre`Y|H7oiXy2<v|7(
zCPONpMYy(cfU7eE3xmDHiGFzf5SfL(64Tk%c?2SnTRJ^2UnV=COXiPdUJida8WpIs
zdR{^XA-m9`BssUw%`xolbz34q$<iR8sN2mbt4*T?=MF#KCC$JAr7{o#8+(-7ql;Ga
z!sGOF6+kR4TzbU|Z`|Pt+!d#PeP>$lh<;wkpKETqR>&Gwlg+7nxkLkFtk2kxD`{DI
z?@DhF&9j^61ao~*YrsVjIP|_?mV{*Wi@7vhCN8F~=`R?l)It}2ElJ`qZR$#NYAYe<
zFk|+>1#0y>vHAsZb=Cf>JQ?1Gz`wUDgi`2(A{T~>F;F`?Avc>Z6r89u!kU7-P~10i
zj+yhnu#;@vQ4ch~$_;sLH<Kgckw7;^%GH(6Xy6pO6qdun_?3iDyokvvM0%i5BAG~`
zl2qZ6woMO<cwq$yQ$*Z%Y99Dx_+&J9H)%6p<P*a<7ZlZ_Q-wFh-wUNGf1xR5aToUV
zIkW03)WUH57<rjU2`$f@5|yYe%U6aqjbpEFr@N;5o4ohv%^jc5dHviSRU_zz1U$w|
zsDtVg%UF~ex5l^w`Z0I{1fxv>th9B@D5(7Q(UaTic?d8>7@H%yQ}p_5UQ4zRRpdga
z!aah&yjR0Hm$e)&Q=+PuY6P~9hvk5Ium07JOs<efB&M@ip{v^Wfy>z@YRaX~R;q}J
zCl&L99jft&vm9$c8xpzDBl$HiUcQ8M(f$3Zae;pJMq(yu;on&=b%_2Vaj3A5&lzh&
zUpyJimSIBiJ5F#U8D6h_HOqqhJf1|wOueE;brR3%=-_F|P)vqbQhu?POZ>@f@qBM%
zxtF62fcCClH{iLi`!&Tbrg=*eX0>4DtX_p6=BvN;n9xAV{-?ra7mpxb+ks2<{3C00
zggS56&dJ-!Ucth1;2w3}-~2qcg$quq>UOJBzFoiRMp)s3n*u{SpmU)=mvWh4;<}aY
z-J?T;#w@Sb2u705Os$cq$UdhD|1RR$GhXtVHWq3m53g#D)S-;gzVw;1Q6?@%QGyAL
z({5Mr^+Xsf>tF(up1Cv~^QQXwhx8{oC79FF7`}%*mb=ak|47pC2!(le?`HZqC_wd7
z;=2bi6mYp7HXgsZlt~+%hbWSeIX6&LH-Ov>EAYkD)i97H=Rom<BB7!Rhk<$Kqg`e0
zvTyG_E<t!@7xayE{%CH1NnMsRx_Hq`R$BXK)HST6ll3{s@DzB+$4~B==zkUS1w)WD
zEE^roSyHpi<>jp~fyq^GJ#e8&4b%o8?l?3^0ki2NEA2S?$@}wXCbQt6D{ZNIF9}na
zj{<k{hY7U<JP+<C?2k;o<*r;ei-6#C<$BsMs*{@(Xd4spx&lgrqd5J>RCGc^OG`jN
zeo)YV#=;E2EF#RmlG0@3Q{yqikDKS;vW16d@(L=EujHA?@+7akMPo>Jmr3*Xzm&v2
z8N_1W$1rA<3$di9q#V8;Q&Ilt!?hww&ELLWqrg-B)`n(60;{28dj9HFEGTt>teLBV
zPGF>w@)t(Za}UoS7wSZDg@uJ7^2HkHURYTtvIfb(+0Sf@fB(8R4>&HZT5~>E_4jS}
zSwsZi%!$**aLngQtA20{*p$};;t{*VlUn$H-fbkT{!7ht(Nd@W3p76efEJkGyK`2m
znOc(uomY#<B#VQ616&%t8|cN+x_=e)rlSqpriQ<tECtPYYn0kHb-uJ#0*g<`i2la-
z%$2HR-1hLhSL^<Du{0n2c&;6@=b&pOLt%hlb96f3UewS3CM&)2>BM;Z>T3OJ3LX{P
z&6^eX{35vMKK%4;qIA*bmDjuPl3r&4$?6bKMgqg%x{v;{*GUcH8PF2ppwwG}-2q8V
zPxSK}8V1PryJKR5zSLSyM@dgV_71yzphydzBZF3dHvh>zaa|>H_0`Ae>Y5stlS=YF
zF{j`~sblhPH<qv@4bZGRZ07~2KGfh(pOmifjpp*8EN?t|!ro7zPYu@8hz6}}E){it
z<+6|eVUsh6n1qRmlsd-+&4zumI@|Mt6R;z!4forz8(q_9`EWNc8=NkkC}L?h(sZ|~
z${b8sx3}Sp<i(^~FkskUwJf%5SucK8S}v$fS2)pI7&mo0jnEGxry_Nc0pqIhKYycg
z>CC66<+|@@e)8A<FQ&c%sH!$<mu`>-=>}<}yHlh~LP|+NQkpH@p@<;eaS#OQZV*Kp
zQM$Xkx$pV@|K7PXM@PpQhrQ1mYdy96WXdDdkY%-r+bHMoz<K5UFhI4N+onX$p&O86
zighcF?Y%>o!bO8fjdii#3y=Lj-+hsyM}z37Ad={YU_$Gx=xZ+q{FBJH=!?x+3y=3A
zKz5?ulB<#TTbZ5k`EV>G=khQ6iEA5t&DWAt%K>;MFr@$sZ3>rb6N|%(6l7XN9@dQ^
zYB(ziW&$Xys$wD}62lXcH!<8XyQ}#6J8VxtjC|A+<)V}qw1`yDI#oC@#<&<|Or!TA
zru;^Y=tabaG3dLgKHa057n)}wiUErV6j6zK83lh*^gk4iQ(a&KU!HEkJpzzZnf_RF
zqf!$OHFv%X23{n^W)QGh6>ANKFvBIKf{S>d?=LLjAJ44PjvemduL{1Pyz3|{3ld^P
zXm|cRw+LZJ|KB)GC+*=!y7+{IdEWPzeDb0Pz7jsi61b8A6W`n9Kli-JQv(lE=R6k;
zRuVmTMcs8!Q3-LQDPDA5hfOto^2bCAq#z3)aEP=xwIWXV>hM~sf|V8hNY^-wTcGar
z{U43;PD@vi_yTfU;Qf}KDr_+O9_n`K9996SOWx&kj$(1IqxJaoKdDgzJJm=uyXLPi
z58*qBzt(_~sYvAxF|s&X6oiy@+LB3kgLJ)EYYi!>D4wQ((GrF+z|>xC(ryPmmNd4y
zW6r5RrRn=VJRbWI8GQkHz6qhSQQ!_m_hWK$ubtj6hv3Onpc5w^KA3}=(W4ZQ@RUz{
zCct=A`-Hd7siu0O0Dl1xWCU=W$+8hUkmw-LfpQy6dxsMT@Sy5T@85kf;K;Xdc3=|7
zt$yhKNPh-Kv{ix$xoSFvV;VtntO*(oNnZUqK3ry3%9JsFoCc0bKMN9r=85|BHaXN$
z|Dtb7d>%+)hJHLz`6gJa&5H78<HZ_(dB0SdfB1h|b8$l=MOfm;pDb%&(B0+gEo*Fh
zy%>-o;j1c=k_3Ucj&ArY)(q93-Fd-JHV2x}HKW(v8Kems?$JjAD%ONAgFDyUI@g3~
zkJ!b;DEy^p0X_ZSsHYQ_CQs{lUqV11_?|(qWlvD$a#j6C>txFN`B3dOf22Ke^#D07
zJU@t&!J<E9cpk08WkhfYhUk8%-g%)Rc~HFkZ(n0~ZO13t0$Em37B#uZqab7=QOWmh
zbNZXi1=>bVO!4f0|9<c9GPPtUDAWAA^Oxd38M3MV;`4jwE|81_j2!v?+6YWp`Gp1b
z5b93%SzB4Tj6WB)1oI_>+i`;FA}vOi7s>QJ*fR^f0tMM|xt}%TIJ!^0BiF=yM&L2-
zEvJzQ8I^ouFTwxoZ~a!c<S7HcLb<yL^^daQmCPNYwQPo3CtgL8d|PeB5|#2)UrsCX
zBnh-^^See4GZ>dAETEXFwA8txuecwQ?!D{YKhW`1Zu@;jI=tr_|Kk0%ze)o`BsO-4
zL71U4Rq#LB-7ej_Fe8}RV7tpN=^)wa_lHdO$V^QFmX?<A5qDszpd$b}^UI>=Eigum
zPD~g_aD#VF#G;<aG-R<@T>`}NhjU&FmIEJ||JK+OWoQ&D(<_!uE~hy{6`d_UCoaDQ
zr#v{;;^`vyQGb;Z#x}QUCiqa0Mxdq-IR_`XTd5zD?{d!ld!o&px+SeKgqi;vBWW^}
z#e^u<fH9mI2U{&ISXhIkRxXZaNm8NQsZMz1`s>aIlk6CNPur1K;)b(-7Ph1%yDqKS
zg_FDYYq0NQzc%q~5o|?{KuVX)ZFT`QUo*6+`j`Gu4_lcG2<>vu#Z9rahG#8FhERW2
z{+w+T58dBueyekJ`K0k2pNt}Z%$oPDI)&66>Q~p;ZjVWg3&lSy7Aw;4A0IrUr5i15
z1o7aec|QUFbF>)p$ZApM!o#xqU#xAmq~X-ge)GY3D*Ht8(KV~MFLcT#b$@B?e}A=6
zQtq@jKEy6IBP3-rNDi+Ah37no^77Z*trYQ5I)m5rM#~Dw^l==JUuIsi4+`;%xL{0%
zT3y<9&o%w_Zq_UnHS?l4nHt{MJFT`J!fQ9{@e2_SbI|S9Rcz+ys<AW@ct`O5&qG-9
zx>`o5bO`^MZQ|nr$T?&eo3l7N#64%sbRYx${cX7a{L!wRk7xZM>(0rPHFzBe9Z}On
z4O<cEhhvv1yp2<<bjp1;o<k1bP)Ryk8A)XE$<PwaM#-dUo^(GeYD|SmbS&U*9%5O{
zBFp4K+qMMz9`*au2=MQCaqJmSFBnr`QETi9W{F$vO+&R{^iQSZ^XJcTL3I+sZ)-fB
z19rpVYLX@z$17EQW|)AWpd}bCVf6hK=J~<GqYigpFkcbPx%JEd{)$@tZZ0aQWbqYp
zEJgK$>6K~-@-ST`|CD-UHd$aP{S0|oXj`WtWE>|;px>e@tD2yGu|<v*h7^?>rGoRk
z=aL3m37C$+f0FxVw4ldmIjMv}=yz$E_JU3Vba3YtQN`j&L^FMiPl{vw9-YUxQWrG`
zxpQbN(>rkLM9OK$<)dyG9k&7lE`@}TzO=+qEy>$y+a>$oWD;c!2K7H@^*{D|<<dp$
zO9MI+j1LhnLau-7-U66p97>@<r)Ky?0x^d@+`^v^UY~(+8d_l34DkF}0&45W;GlxO
zK8cX?EJk%>EoqK%c^^!_44;H#tv*{d9wSTi7NDK**8&EZ#I3K}B*>}h=@H+b7E8m=
zk%rZe&ya|pf;Y2hUnhJL|Eq8_-=Gjx%#}!t9GHImR>7mWb0<RHy1LAaa#?cnsX{m(
znp6agC}!8yVwuUqv|DCGGw_H7h!2N64Yk*PBfrh7EBx%`Y`DceE4(XJf;>e&>Ud0f
zeDwEQ0%p;X`o8F6ljyp`A?*m};0BjQS8w*VzwV^JqAPl+CT&g)J~#6Gyn4*`7q4L4
z(}XTj{vsPdoY-}cw9psz3XRsiD&z7&C!i;*@;R{?{K5|+F{p#bw|W3tQ~CN?|AQhJ
z>Htp6Cm;u5`{vPzqKmjY8(@zBAP0x68F{|d{-81U)tpIH%I^dOC-2*N2~#l4YQ&*d
zr{_673V~Ltpnh=TeYdi0j6a&99)VrLo0`YWv8xc(e8I!zw%&)}Pb0)H!EtHiR9Z@G
z!1|!7>qV@8ynS-G_vNk6#srq&`lF15*=y5wlFdC%g9sAMHvw{oZ&#`a5-g4T1d2-J
zG)TZ>YqOJhZ^Hr`uG*WAqVHJza{|VlaElW{^V(Fd7rF79OfIs|Pj{vs`JL}}rkDpt
zkw6><ivV{iDJhWwUmh5A07n!7%Z=db>e`8?PdKZP40!M;b}@0cRh9qF1fWeoJ+UG{
zab2<iRayVqvfkELwmjWuJTN<bW4mPId2Am8W33!jUM4y&23&_Q3id)Q@bjX^p|&`#
znGOmFN|3NRXg0)QlknRV-a`oUwekDxEdhs4Hd7hmXmdfdZcs=37&ZLD@WN?AwodAA
znv72R=!Mr7l2pt3<wP^q7wH6TP~OvB&>h$Ffj$yDo$pIk>Z~x0bT&m8@(?GEVcnmG
zlC`eG4|fix0(YvWQk)z=v<ZU>K(lXg^T(k!RT`24!#`*%tvyJfSp|}aZp1LTC9w~S
zB16mtaM?!vye|h(_eFpa^lFq(Wbwh&ocr;;A8&uy7GeBQ)Vo@RX&x>Xp&u##rj>G{
z{VMd`a+-I3O2}wSIw9Vl82p+zlW3=>or1h152kw(6%b@Bt?9qwaqMb{ztNxszk|>B
zylVXXgbxtY{)y$JK7kvo5)AzqDZo4PYeJ4F!?Pa$_q@ejvfIx}XIS;}a5Dno{oL#3
zs^&Ms2#d*>-xiN+eldTm{$B6T^O@SDFQdKop*&UCg66$J3NE(V13kv_K-u-u)VTg-
ziWA=acw5|~-6^X^Yxcnr>&3dKrb1u6v`}9KZ{lG<S<Eg}=pmi&Mcvmez_v{lam~|n
zB|woy2}65^tgD5%nsiTO8@cnTgNRd`*_3kV=Gs}T8PlG?9-RFQrj+qo&)H7dTUS|q
z!Lhz>DyQQ3@-%~X-NWv~Y#(LPe8+416jV+jdZS*u00RA0WAP&X7ASH~=(GtWxOvT)
z&O?o?by7i^MFGJ}QQgQSX_P|6xIBA-QKHgq{oc2ptLA3IVJNh2Fnp9zo+n6#kJS1S
zl!J~w*IV{BdVI1jjQi^bBh<ZSM&s++f9AD&FMqgFC8zQ188#lRR4f46^PAF~_?R)k
zlX??UcGWHsDlR`R3o%m|B$9Q9@ovN3Ky0(`MWu&2&lb!Q2Fh5hPs#FKcdkvC<Kwwt
z3fl~344;*HvuUXZvH#LoN_zKm43Z2sj4_V!Nmw?dHy1Te>JF6t>IBQR#r@9u8oS9Y
zya%^a5t9s+UEn4B+MW$Joo^%$z<EjWpc7#%Bj*`ZQiLUok8s%W=?`)Cd9WHp`EbRh
zx$VMD4$hw3Ne7?ym)=WZ77@yq1hU1^a=8fou5ix_9+k*@Fd2%<(9{(bzB0l5H2Gre
zAyrZM&2z{k^rJA68KFkxGG;599+W6nm`XR>AEFqKeuf%qS%Qkc5ea-fdTAU4FkH`a
z%R&>6qFzs1aAQ$H8OS8-ST9G{&SmRYz%OJwCqdH@BltDk9>cy?<R)>wlV5JHlR=GF
zjQp;c8gD3QxZ)b;i2f*0a{kKy-7Ww6Y<D-UP4p{-N{bOB)j1vgb@mo0br0rad5aw>
z*z=BjoW0iDW{_WtV-o&(qF0_k;&2+hNwS%U8N3N0oodE+tRWLtEqRB{%pP3TUgj4d
zhWIL=(SP5MqiTA<AL}qF0aBQ1ghg2Sn1ODuO|>N$!DCeKOwGW+a9AvThY8=VfYzdO
znn01oN9@v7`(46xe_qr1USFLI!RG7>YWjG1ZKI>lMu<M8QVH_NRj6Zu7b<fEGovUc
z^uh&~V=nJE!S{A6Y1p8?3f?m%H9IUT+$t@0B){VxLVbjsg3{2fSN4o*v|*OlmgJv#
z2Zuk@ws9+$B^(b`H9fkD*<N?JO}s!pn9cbsOP>Ce6uhP=`lu3Kua>_*Vh4K)vXYP}
z7OrkDen4Lo)4vV0pb_cJ4cF_bk=R^hLe!fhV0kV}h%m<(0<%j({l>~!dbld(2&#<N
z{=K|M&mQMD04~9qY@6XM+;W4N+)TIhjxJX!3JQwKR|ACVSrTCO;bZUff3~gw@g0B=
zg6S}zJpHPfE>?2F5e`!+ufP{h+2&La3|W*HfZx04bvMb)=1=rygoQdla*{k)Na`RI
zL{YX~>Q0bm;abGm%!{MQUl284iZ;x#y_J-f>YmPmFU&!XpfF}RlS4QKeYe31!{&EF
za<RcvYK3~-7F<x$P$Z*i#s$Jc_}TTqWKfp2b^Tv^Lpsjv{lcOPheKf{@`ryT`<Y_G
zK#kp>IKdXHvB6W+b`4oz-m}>!iZBFkN*!ixnZEn?x?%VGFD*mEh+(N49H5x$1)M+P
zVZ9+Y5W+p<X$^(bB=8|NPW5x)>CR1<pe^)oX2l3j<dO@sQ)Y?#q#x%0S+}s<?7K#J
zx1{_*P_J`P@8}VS93}nh67H5#)s^S4#7~t9Na^`!%XiT2a-~5rNmyJM?{q9;9ETJW
z&Dm$)`lGb<wD&YqM4g2C85u+inOE^%+@b=F^4d#aR_T%F>C|7{Hgr(1|2*X&C{6l<
z)xNq(ScKrQP<ext#iEF>aADiY{P?o<eLML>?ZKP=*8vPi4rh{DeKz!*en_8MS&;_1
z5in70!1|BI_@fsUAKxecNHR2n#uo#a-TRek144P)ZwYa6%hg!2JHC4zyxg6sf0Q6`
zi~)qG@Y!1{O*<7K29z1id0@%U(|yumES{i!Pwkk_OPm|m0XnLbr%VanjGsJ2i+?_#
z1V7b%eBkd^;$p0A8#UR_fG+C1A~*N7K&EmHdW)c#yzmQBZj4$e<gb4)tzWSI7Ws0J
zf{Cg>H>V0=w8>6kEB}_7on4(oJw?q*g<<_PedWTM5ZwQ+SML>0WBGDQ>b}^1?$$?r
zkoyF~VB<!Lu182m^ix5a=ypa6A4XrkR-xgS^*~i%^+_P-Ljo+C6nt(Qun#s&b3obI
zG!sHLpg-$=By9oqxr&-vm*mB42tWhS7nSKSf)8o?9pd>mR+(TfRQ>N@D5V(X<f|`r
z6>;RYq=kxqmkTLVW^Jc=d_HNutf6--#v&8Ze!chj-dB#I5KZ{i99={CKbyXT*X=9q
z%J(rh!gC4F3|~g?v^UdG4m;z>Km{GqNgS!%$zdU6Xk2CqV0DJ6m3C0CT*iEOcyY#P
zQ(D&;SN1!(W2nBfRUFI6lTxcwN)vRaB(lX=w7#u0aGf3KAb}n!hWXj&MKBZ)Ovx*o
z`!d|BV{V@CNct8Z*g5IP#>e?UNjU4fQ~u-U&*Sj~S$vcwTJAkp=*dZZRmOJd-^_O+
zqO1p|mC+;7on>k4(;eda6y<Rx_7y?hTkk{M8^k6+ZFQQkH{2YjG~irnYG3i{{-p#-
z#~$Z~SD1Z%5pzRcv_@gKdH4gWL)f)x1VtehsJ))#?jkj3cD~~0LrolzWc5?uyE+M%
zUQwAOs6UcVj&QMt&f@~3s&HevgC|AHd^QN>2zjfA)!S*ni@;7d=`XO{ThgIohk3<4
z*P-dr-6jd1dD4N{-;V5M#kGAi8@V#TZ&5dG$xGVRQA;PcqVVb!(=wr-?Bn!*+YXH#
z<Kb_FDBlPLcAA#z$rUzLnrH8aPUWfj!6hP~`g{x=?GOX7YbPW~U1I>SJmj~{&Y~&e
z5GE%OMS^RP?63=)XA!6a`);pJ;M8DG&*6e4BiQR7>5t^S6_dAGi+{nge$JpT*bEI^
zRn!S@NzY^OwtYVzG`{saXrJr5QMl;b-nruO2pfacg@~Rq@@w0$%U8GNw~A>Y$x&AM
zLg6KZuZp9U3Ol<xv6&^;!@F>uzd@Aa)kS`@fhx23FSXZPCYLn&-$}I--v*04qdu4o
zmc@Q`ccG52FeP7Ru)H#(yp%P3v2t;1{EF@8VcohJ8%ajV9!Un#XtAN??UsJ<&KnrM
zOKE;CwTC3H3mU%LlG#pSQPI;4xa)rd%JS1_vWR>?_C&i7w@@d_v7!-e%G4bfFrAfe
z{ypV1Ya#~p0t!M=$9FJ44?esWEGgcKwrhvMbm2!r>AwXv@lognlYBMgg6R>He<xS)
zCCi1OhLEE0v3sR`eLg6fYt`J@m;Q<7i2{j%7g@x3=d6;7-a!0NUmE3~_bZUd#EWe$
z8%}x9btJF<d`~w2y6^#|xk!!ovT@ON{>UhRv#&7rq~UJlGWYVfXTx~~6!ImGrSdgW
zP2+rZM{A`#KK=57xisUSFoNm)=~?t*h7VfEAB-VF^SvtTa%(D^vcNEd&ijQ8E{cf9
zY_}xfBU)#4`q(RE;e1XXV&mpk0=mD044o%USm>juhcP8%S-{CJ0VX$i-yZc>xo>E|
z4S1K^W#25GenDuMdWncoHW>{vfZ&rED+HOog7yl>>Xh&DF#6HaP^Xtm$u_=k*hLp3
zBaN($o=v6v4gyCnN}|_ulDKGT&+tc2njR`q2+=oMOUBw*pm4cdnOG?_zH4%vSjxYR
zbc$VS52a3}VM*?CrFN1*)uM0y8n=-A*RQK8#7ZfR{pk$qd&6(7`HyD4(eddwg0Dwo
zeU+h>gN=;(%Dhz@3g+EAGWj4AoC7i}*?Iac$*IaFn6636xR!AEr7*(9^ZmF5jku2f
z*I_QJcW4#RHBPu&F|V2rmM<!_9W6ZJYT4jWj+BydO%1g-Nq;9=d%?qnZzn)uC$K#1
z7g-UrpqP9PpEL@_6?Tgsw1kj=1`bS@?gPF6#L77iCwFimbTaU>6TMXrWc+K1(G|oc
z@vE^YT8;jG*(@4c&A>LTt55Fh(2KaxM3jOss5sYFL31iYsk5S#P~9jG4#aehExH+g
zO8<Fu`0Y{i`XrX%vi$M~@{f^ItgZ8FCKvmha|4{$Vq5`fB>_xfEcEnDh@iNvZ|v5O
zxMP7S*fAc?ogP$z&ZJG^j9DmqZkO=XdD|~(^X_&b_d&j~lnQSMF?}2@qPkXU<SVrM
zA~jL0lc$OhWmGZ>d))F*q#i;kLSMICmG#`{)4{nwsu%i{l`^$70m;2m2M=WZDt~kP
zz7@kN&pb%>TbPjH$dB*y3xX3&hMYV#%G}&s5UWfN#%)FdmHuLWf>amKu*Sn+><Ifv
z*x=Nqk4@Blt-HihlI&0;Vmt!9d8?Glf+Kv<{Gw~~ulGtMh7CwJ;+$^8KycCT)AxSe
z#ZlqPr;%*Y0V_qSY0@{%i*B?|w-mQk{!)tby6C&}QtV%ynlLYkA^eSGM?0fi-dml^
zn3;z59T*!iR;&h19Pp8wl_z6UU?-ArwWU6Q14cv_>T?29Q0$;^H3+{4RVGy<?jNJy
zvL>TW)zYQb?A?k!xzPhh))=QUEN^<}uG}l@hRV&YBVy*b>gpBqeA5*J&NjWNz^tK2
zyu7O!f3#z4rD0a^PoroTTcWNSDncu30*Yjeo(ojD6(l$R<t}+b?LtYQG3s~x)*22y
z+$?~3rnqp}@Aeq_#p5DE1>ZxmmqBC~Eq|AMj1|)S6-an8*gqCL@Mf^@sp6>aHpGG9
zaTZ<hcR*UUM?Fc2kjj<KSVMp@8j8XsRO%u^4R%Sgm$TKjf+5x?^6<V#Yb5#_f3i^e
zT@giXRRPo$(7k`+E8f_~3X1+F@M=u?crl5-uRv9AY{mBHyf9h*1jOwmi;tLSV@*C_
z&7|cjqgstF>(R?u$}w!`7}U&P+Aqpgc8mUST4>Z~8T5x(UuN-<3&&fKxu1ojRpUz2
za`bEV|Ey}S#KZk9^ok?;FlJwMUFas_0lSr_nMj*n4?km*>SGLh1#;PBs-PpO&F{3Z
zu`x);9~?4pFU&ERluJSg`l*!8^d?<U5MD0#kd2g`j=*YEFjPBw2guNQ#e`lKK9nFI
zq@~U}J{1CE2K2B<Y$`GbOeO^B3#>ng=6?R!sZcfs`r;vzo`wLEH7ug`61V%|e<Y%&
zp5&mgoNt8R!nNNJtB}3>Da+&7AmL>67R5T@%KM5?2V~H9N6LQFUdoDUbsg@Rubk#l
zR<y=eqZVQ+qsaNQiBI_XJx&-Bmk>IrnL7;oV-nq8v0hVpbz-8viT(AwY%Z!j(370?
zC&kf2#r`8^5t&@OyW`+IWB&OEE;922p76=}(cbi5g&l)i_<5Cw&NsK*5J&v}^!pfJ
zMeFk)db0ws6vKX&NTFaBSPd&PGpeTaoj_LLwf&oa-%+1^=IjLMx@Fbj10q;0rkf(2
z8V^e==Isx^&b+<54s)W|tum3&YGpqzm!j1of)9d8iI{YG_!ib;@BvojWPjIw4Wj{V
zjFCJiIITfz$RK)}0U>m_!I;8Xj^m#Vv>gY)-+2ij1}<q<TAiQVnjF1tS@BJt-?{K#
zNNpQz1OU)$W>_LXJu#k)z>+r~kFVS9rZ(kImGC~5L}MJcUd#|eY0u0Gs~6rtu-!qu
zXnf@-<&b84XnZ=Q^)EfB%p6tW_Tg=v*kNDa_@%d>)GnlP|FD2p;u8C;o2}P={)&p5
zL<8Xldx!VwZ^&#e68q7MNcO!i5<X8^G_zvE!_oYYddWKRBIq#WKC2%{QcJJjZI0J<
za=zjyI>A~r+j$LjxKdR=_YCFE>vk74?+A3i6Q)tb0LNXN&WZst%M+$2iMc+nln3x;
z>$ju~TS5G_euPWjI?8<7@#oEeU9N>+;!;AdzfK+8xHyUUhMvhpRrNUSznW83-(Sl-
zVNT@DWJfCR#0;iG3ezd=SPjHXodCcW)st@NHtBc=#v2=-W!i@@wd%aHs9uc0%Y>ZD
z@9mYO311~*t7~l%s;E3|tUisI>51;dMm*lQ=TV2YccA*B-!>t?`^?`yhnH!2R;_cW
z|3DZc2+mt>yJ;EbV8IA(z$gDAK=?oSY|H$gbn%CKrLVe*+tV}v5P0#gdc@92A*r^s
z+pwT+WlqE<*I3yFdlG3mus)`byQ|tdOR=?(2H*^Osq9*o6*9&O#vRMotAANbo<fG5
zL;ozn0oT-aaaLgkdyqUfuSXh8j}gkx$wk=uutk$#`TdJa%eu(H?B%B;sopuBBHC{y
zZm{!Dnm5?Q*1CNRqMVOGrR(r|Cq*r{D@WwQ7!6#3I=NbGE^{NqrXNWnil=UaXcIm)
zmR}`p8%j*Flpu7B>c2NeH@y(bfjp#bjgD?!NHniM`b)JumXjdD@6)g8y3uqUwlzWi
zWgjY5b6{_NIhdyyb2#fhe07(q;F1VZ9l#c-9Ay*qhPH1Spz*ts>Ip=<=XZ9MLUd|m
zsI6)VR*Vp~LMwZu1_?o!C8A9J@;4Jgwh1-CESi&=&07D|JsWVtnwUe-<N8`OV@;3z
zv(d;u%K7H%?eA$1(lg#BE+ifZNwGQOE3qbogAOL>CvwXS%~uIFH9b*NpVSxfuU?I*
zd|P(Pf2(f(Myz?j>Gsv0YW6u9+x}x;%}RODI9U)<!+M+Dxw{Tuj(YpdVT#<RRJea}
zlfEy#{}B)pl8tz+viK89F_i~>?3yR*;ZYsGw@NDo?P3$21`(;Pz&{t6C^T+jQagM+
z{w`uJk>8m_65M-4=y7WP^zK!}WMqu=K?{ias|2x;71&Yi;H8^=>O2am@;SGm`X(AL
zB2T5$r6V@@5HPcF6fl3`JhP=IRx0NqzpEN*bi_;!@J{Q=e#qr&Dh1iDe3Gy*#x0;#
z{A?~qEHpT-_*1E_=bH_5^D+ymbN$^F>V(mLI{uFj8ilOaiYM3_%zcCc#*_rPaf_Lt
z^`{fd1K;)r^W#lw+Gsy%X@uHx%y0JdUY=NP)>F+g>S(+U^dj-yG16Hb-}h_}o7Mx=
z4fhmi6*2egAxRWG>S2zL45tl&Mp!Ht&pUEx2r#B#2>nzFWu7H(zFQb-OP<q8$5A&<
z$^`5PB_StXBO_46p;5%u2uDRO(k)aQ0KBD((V>t+emUZB=q!3OEQXLfxYrT@5B7Ka
zm0&$EJ0<Sn&)oH=bIa;<Z{LptMlh-H-+Zi%A3yX{{q+c&;Gh#Xu@S?I^y<}wZRymR
zKFVc9>JVmFtP0hV`;9d{+3?o%xRj{H`R4=0=g)BaSP~QqxW`W53w<t9HGrt{c9?9X
zE&=M7{G)vMVO>A;Y14_t+=`5c*vsF~dq3{^c<Z0g7nQw3LZ~pfi$~8~SaRxDN05<g
zzyr#>thg`Ty1Dw<UdYO&5lAvtp)@Iv)VtP@lfY5tRu+4CrbohZMsxv%(-|eg*Zt`8
zM%zuv@6WLDxnL?ISN(=Pq%%&8YGi9CiUD3hFCx~VUbirXWE;Qg{yX8Bbk~||wu9No
z9s&l2Rn{j0m;}=p;H#Tk*O<&aR@H-E1X_s-WzB(Xs;Exa5I(8b5`7os2|-oJukYHx
zS9?fCb{5@d>-93WkrvTwnx_Bh@Ah27!wKe<jLNSqL<<6~@BQ?}UGg0qBes+U%~yz1
zqAM-=k9Iwg@$K;;WcgezIu3fO7nozDeXLEap9TSwDXS9xH>R&*Q_qs1Fag3+r!&L&
zb5ISE{fvI|t=HK!NABb4D}R|wQDV6^&_uP9+_GuZ*O<sS^o0O6-TdnvG6H~v07Sp?
zfcHSVUXdPif!Dg>o&jI~ak-NDm8bFAA|+Iz%}xnjLr3PHx8I!oEr;+m9okkiq2WW?
z79rWS<QzHt`)~!4U^)mx?rBq)ZtpK&o>8#}FXByy$_#dJrYboyVo_p$nMrfXQcS)}
zzVYb?)z&7_oU&;m&UN4E8ubQ8%T83jzOrS_W1o#ari3G32>ug%(ca?o4mjt%U8jmJ
z-oy5vjxa7o`pP1$tb{)=3nJ|SnepmJdC|{*ebo(j#WPFLB2}fR6R6)R#rIrX@ZQ{x
zEA>2Ho~=7#zT1#fF45vD!*!#y%3%K*fTKyy-4rJrGykF0r~icVq|-ISu+$8l<I!<E
z<pi4PCzlVJN1%T3cwO=MV{C9*o6#+QVkuj<**0zO+pj_h^?|sjO(HIcgrOKJdh}q=
zGRg0vR_H+*BzRP?v@-7vqb(*kGX0;=*LeS_SMXH-#z~qBC5U1iVf-3VP*u};9Uzv0
zSD;+5azOS#&2!-M#Vc-L{R)q%toJCVL3TOhRU+w!KJociPI6AqxBz^ccj4Kv&3kYO
zz<AYpr3`Rk1KO}u7>{IfC3!{IGW1wLiOs#o2@<(8qjNH~2w}t^_-}QC)nOzn$6g$*
zB@sxZ&s0(BHvULBx32Jy(=Fg#=!Wpo<8;RDFT(5X03HzZ+g@JBju1d%A!_c-QexL1
zW+*f@lCMAeg2UZs<GTO+LhA2{N`kuW5Qz|}FEeaYPb{=Vem1bk@~GQCHXaVt?&NE+
z9d2ibFE@Fm9ct|%Uus`?DLj$D*j}MULt9`|^=|{}1&it<;ziUPJ@#Ck0pZCnhj@hg
z;1yyF;P2^uP|+h0(|9RQ!{GS=W9r>5&Z1MUaj7GWd;)FWHR*S#qBxnQ*}Pb&eK&q?
zoJ+v-=jqX+ck3veEV-xILUPaqeT!q7Q`a1%G4UO{535#z^x0P_(xtRRJg({)HapIa
z!=9zQi(2nxD*#c!dHe3<2-gPKnWJ6Th(@nBxR~8`+|5cIofeYhllTg!K56WwgO`m3
zNa+^-4TeGA_Qwe``+X79Q~zT8ViAfY7|mRyKBlGp%rL33BglgM_C>dX>5;Ia*cku?
zYt-n*Z1B}62skfuf$tUMJpB0aqXY1<t~Y!2jNC(#7xT2_aZ3IG>^7=(AOT)YEq(nk
z02jQnwY3K5VZ+%U69Q7wbyw;3`)dwRv+Yh+9kiSP1mVL?rhG8nYScfQ@PE!qF|CDX
zzecYmnITTpCzek-@ic3Umdh!73`67HABt{V`#Z!BH-9KAzU_{f&`1Ux*FnR8ja+^q
z0hNfri}Vq&$}rUsa>jd2B|Ft0mZ&QF=_vxWdy{m-lCO#K6J%THU%m=`LyUzw#xQoM
z9OpN)5gd;6?V{KKHVVp@>)zAu=XcIX2rg7pP$~J;T6s5XzqBi5drf~K6P)RKO+L+!
zm0+3`*DLLQ`Bw@TdqTRAM`tI9@*cTl6?$x9Y8o3FiZU-+`0={egLU=6`4b`liF&x|
zXM;n~#Ys~+czBe3d_;j;J*+o|3?9tXaJ^l2=erA>r<Ncw_{Z?U-`6<>1t`qS5Hmbf
zfRyKD?AouCmF1XH6(UgDb6)x&zV(|{R+0!t4e>AgdY}oO<r5ZjMux6S=Bq7f8nLTT
z`#Ds{#wk5Zkh+xq__={sJt~62CIixAo#G7kEC*Pn82VYl)`3333;Hp}@hipTKBV^D
z_G;H?p8!z3HX&W8@5asf2tt>JLsU5W>rGRJjmNL)q{Kx!eWH}|gOudYzH_6f=pD%b
zmmVP9qsPW{5XxDlfTl;rz<`vUgQLoIMM*$dI3LWZ7oK%NhQo-Zy2aOPf0g5@IzggD
zR8i5NB#Stu5D?@<Cn!h)EM$LMeE4_YiGxnhrI*CeqCcLR91>75)ouf08Q@;dl_uAf
zl1n044`vT`>Vr$#NhqhJ6vH=}M*EuWo37Dqlv?gF8%#z2q+3^Z_Cyy#I8Y=h9fyqK
zAAx-aPV58IP@&2^tY=I+bg;`!y%#|60;;h`pbzc=3Ko$U?u4w4n%9L{YLr0x)3S0;
zs4oV^kh9{0rqfWSP;W7RMrnCrM|0_Izj@DH{4k$t0Lq6dRjpWK44g02yZD%0xP<x=
za9e*$&d1N6!$IP;6^Om9xZ2)!m<2u|xU>lXu7D<ro1HaPP*n8XZV*bx1-=>&Om<*l
z>`fDNO#J+=0$UdNz?>VF(5R&RA@aDmICwh@wDM@R(<k3*K~l6g@REy@Fv{W|hv;is
z%P*n5VVgxjxZH&e^Kx3IhH85%6l!&%-FG=T{h+@?2STwHk^&~p2kmTk7+a1^BnwLJ
zw$|pPZ=Ei4M;_LWV6}TzCRikuC7?=6Bu)!07-3T1799}WS8X_f!fRCS@njUAD}oE?
zW2^a#L|x{}n!hH8YXdw-^7D@XD?^_06c2iQPX_4N5NZlpk7phZBw4M_2rhF72;;%j
zc(UH13M7bdy&!O_AtBTlbNy%kq>*UoP6GnuuP>_6<il}ffeX>W(eVgGmoKiRT$#v6
zuK~tE0djWcMxX;?F_5F8433is!L6+=qxL{aG(4)vrY13XrZX*c%eM~*7Y*ukI)K2v
zEWh}bCPP@B5DscQwOp$@{?E^@A7%etv`;_zAa=I_zo0bDZi(e4=ts)Vs7<AR#dEF9
zv5e$Jmz>gu>-MhKbgozW%(?x|b}o*EB5~$jo5$mIte^NQo*vIs`3Ie4z2Pw)h)P?h
za9PAJOE@!$HpuyF)IjiUHvsi@(bK8FhQ;k&;Qof=ov&%70j5RZT_P8caL{^@wQ~e$
zv2~V`8ju_u4S=utv)hnIQt#*H8;QQ0_uucBKWu}4`~alc{WN~DUgE(J9k)ae28(gB
zL9oi-TelUS%e|t7N>IX^CI^xnP-xnV-gl*((!S;17gWO?4<cX#S8F7H54{4>n5<Ey
z2q*Zo%pBfj+=nuM6wTNe(>1EKKp1`^6Qraf@If9+%g_~OL`5obzGIzwJV~tnQt+|x
zoeR-1#c?n-DGxX}py7RQ(uCV<6?ECcILS4?%Ca|x_zVEzr&|TC9-LSuMj@x^Ro}pV
zYA=k6cHnd)pqcm8F*Y&Tacj8j0_hhnx0kL{Co^x`&0GR*t^hIEK*bHv3GYpPh75Lw
zKPsp@8cli{B%03QF3&d{U<x~VuiaVGldq9cMoSqO?jZET3?yPZAZq(4m*l+x^h7@W
zg$l8DB%DH-bD<_vbJ0)AiY!()7>}MU@l;HFC8}jTtS^U>6f^do@PD@4Z)&_eAFL1F
zX&b(KnHLGalSSpXq;cNu&tk?Dp2fekvtt9^SLTM7#pCe6>c5q_wKkoA!RLD&{niOb
z7+A)4eKRsM<315D36%h6tW364Kw{FkF|{Aa>Hr>tdd>bet;(4_0F&drBS%^CdSkO>
z%#5I=ZH!p<hh0`6%l_%H`DS`73&^HXp~QKFn~dx1<X%Q`rTh63Lp%J(@&>|t23-R8
z_=Am8)*_aBJSmfy`sH3Oo;+oh1iV@cXo$6#7yYwVU`m`Gll@1nc(?i^X|;P9S-YT9
z#M=C-tagN|e^z+gH*ZbWggB+D$f^Ev<!er4bv%lIIz~2g36=VaM)V>Tl}U5^j8|Ou
z!h>;BQzSIqgehe4?->OJ_4Opxg7JgrWpOkzM3#Idybmq3p*KL8;T6TcSAQ@FRYg3a
z<#tF1ByY0<317dnvvVJ?On~fO%ZbTJdQMIp5QGO0+yRl^(|dl!KwQtr7$U8lMc4GS
zYTW9BKR?uDLCF{qA6nfDDN2aTe``OL>rve2j(Yv<^OCvw{j-ncXk6A_&nX385sNtX
zW6K5bNPf>6CagV>KEDf!g`@{os{2M}-p>yoV(<G)7fY+Aet93dL*%_-kY%>zdSgHJ
zT;4sfy1n~2devtjGLvFQ=zen8d})%yoMcwWN&$tlkkp8sO9nyx@n};1=t>=p^NOw8
zFrD=~mw9MgMew?179FNFTu~iiC=naniyHLkCvp=p_0#(-M9<WQamYGmJov~fR{8Gy
zx&uuKU!mj2@UXJ4uWw~HU6TkCj2C#(Kkc~Q#EZ+FZhLZXTmw(_cd2u@6%lAaPKI8;
zdbJqEn$-c+t$SWGO#?kp{n)|`eot6*`Oj+Iuxix(<$or`YWKtB@kz?D{&L70__XQc
z43Cbm5Kfl=*n2@}dRmAre!nlZwnKPMXB;jc>IC?@1m8`3a5(j?JcDY+*Fy^jk)B1N
za`keR+|=UXCDH1U_Hh%#77McqXR{d8v=HBq+`mcrsAp#-paOB4)#QvRO*F9mSD<pc
zsOVX0>ADY{e@RVcb4V{JaKHLfTU%>({8y&T$`71a5YS-O!b>@z2N$btKfiQ0N0Du?
zE+^F3S;{ai=5e{hJjv61$xJG?SR*p3GmRvIFf@Pd8~*BO=3$M=qErru300AnijyJ|
z!%B2^(o6Doa@{2j96s@$KJ6GOt3C6Xd+Qk(6?Y}f_1vC8m_bSLP;A7A?Gu*WvOuN2
zA1M@u9HjG2VLIP_q{ny45(}XVEmW4ID7c$#<q;Ry%?vpx51ficpyr&i4(X(GNI&11
ze#=vA&C0^E%mZCv2i_hjgGise#>U6LfB*ggW<3FX-5g{Obkx2Bp~wv&+i%I^=Y|G{
zEPj^}N0=f>vHnYF_%jxE8g|;K&O|Wu`6H>(PtHmMV@u(mWsa(TZzhE@u5KP@_^ji&
zJ$#61Av@8kk9$})()cF)OK_1F{oX3E`evatZ-k9WG6oc1Fnp3vXz%E*_3pby>U`4|
zxO-mYsR7s?D-KCj_=xO`gu&m=LR<^;gPRG~$ps)1sfdovEy<Yvu%OlFQ^-Q#_AvcX
z+LcpS*n4JFMshK%Q!MT!3~T&%F?%3G?YH{lgNWZb=Ydr9_wR`y{Tm##)E5howAAgP
zJVFON^&OD7NPq-CSy#4Lj`^$i;zbk~h0sowP1htoM9R7w_pXHTQhI)EH3Q-O_u*NS
z<adh16iO6Hu`l0#)>R~gv<s`Zq{X~O8Lr3dnC3pBm?Y!=QRCnwAvNOoYWKuB=<3r$
zGiucs^xmL8x-hgo(b=z9&5yJ9o}=X#u|D~hXAqN(15S<Wd<@Q#e3y1}sk?@Wd1MxO
zTuGJo;8hXhbCH|<7cK^P#n}?LLw&Vk_Zd`+Z#*9c3YCCv__)gks_wK|d05DWcUGta
z8Y-96ZZO`Fo#DBvO5<M70lOVilt`~s6`$S8O5Oy9IH2x??oVhz*zc&|`2qA`qK9LJ
zfs1>#6+?${gi(lq+Vrk3EL!K+!+{>221%F!qGtg`IL`e8?#D=Wjq{r!9h;zhMG-Wq
z;%FgR>_THqGw3_sl6*ITmm-zUdLf-_QA5p(w^frfsnQWzSopsXM|H-!#P_k)wH3L_
zOY*Sv`LGH77-}FkVq^Q2Nfw6>5-DbXXZ-ti3H1;<j4i{;|DgG`QpYQyQz@Zm*w_}2
z&j4*vRzXpbT-oGtU@M^0JMj_@8CUfzN7~LKjHXm?AkWNFYQjNl<no_e)x%OTpoB((
zM^lF9<uRNBx>@%onF#ole+=82_+aL7RA2U3y(yplDL%zfOBVR^L3KG&%<6l(h5Pj4
zA{D?7fQA8pBTH#6Kw_nd*sx!}lj?3I%}PrBA{5yZeYWqQ?ZkQZer&HTe4WVikC;RY
z^k69<o;JE{NASiL8(~Vl5iLRb&|AjZ*u076A>{;eUXjF+Jj_miK#pIrc$a##AqgoZ
z&9(kM&)1ZSHkofP?EZ@lwY*<&4D>P)4_NlNU8`un<hgt|Tel-LVLUfS9P?03KCV;L
z7$+{u>OAktpGLj^@ay4dQQD>Vm*FKdRIyM7^<($XYL3Wv%Q4@XU#QNrUN&tyX4mOE
zBwxO}sQ*}Nur7k9N$W$Qyq$13#JZDow0&zx;97h+%?scTNub+9t~&tEdM2hr?B8>(
z<J)2I%Eiihxc2$ik`nyd=RQ7-JFe>L>M0WMD1mzEi2z01ukY`G!rGY`29-=YIAkk%
zm|Xuke;v(kd0m;)e)0Bx$%d*-bY1BFN2GFP&M?vz@^zdf^LedK#%g;v4J{GR)eg0F
zoa`R=kv*~Ms48Lt-{@zI)kF0Xv9>;W>~Jf;fp_(<r?tvWV)Y|n-U)(qJ~ADFSraRz
zCFO3AlM@={0pGK@!j@nx1SocZBIMNj!pT3^NEfH!LA4Vx;?;q4{$ymf*Zpj10I^$G
zYSz%gmyrek>>Ej4EjZ+T@?DsZ?j6E`1OSuB1t@R@C=ReKh|C^+{6T)YH#2qCP+6%p
zAq4V3JSF$1zL~=x8vv$2P+YOGCr(I!LjTq`yc$(2^J9Bk2=uAsQ|vU2hL7j47Dvy5
zSEbmcZiNT?miYm`AjHZ*O3>7?5M}s;yxqNG<sgHk`QLn%Qgrv0jH@o+!SqXlR{uyX
zDpmShRHI+d*IHJ-k|Wabk3qFvJ#B44t2^W7`2*|wPmjY}*Zl5?<9KmDqjAnRr;0vI
zeSnx{0f`ih58;aHlb;?eESz0}pb=1LX_bYUS0JMgy=b3#yYR)DR>B)R%e~k;KXsO*
z9ll9H`p61-2a%bd4zAbVM2f!sSVGdm0SH3glrdE-L!m6bKEU`v_sCy#f;ojIwWe0S
z`tV@y^=|i=IFEo8_9^|BrTa12!ww0Jj5c$Pz8-|B9YF_B(Sh6n6|Co7048nOdG@@p
zWktJ*E!18-1vW$TX9r}Y7we&%)1*yW_S*JK@0<qSm)s-Uq<^`RIwZ@cx<T<Iy^l9z
zBviK0XctA4lmacmXe*s|SZ9OlO3wI}MU@dyPQVl7VjuH|H_lsCS%6H(iVfW&^&{x&
zF9->FCn*IiS3s4Om@&v*U|?(<osr?*wtYTxqZSw_ML|gkRJie)_@OQMZZN&{GUnJ&
z+QumMsn;(f4o=#<C?Sv4{Jaa0tAL6iCzzY3n2b@5qCpZazU8mYtk=!6nC?Wam<;3w
z{sD7SA~PPOwv@wpps@xVs|YmXEtI2?EdA)7f1k!zxJz(Ji%o(|pG)vKhJ7C6os~rt
zyUdQ`SAEpFwF6C5>D=#)-^XvN+}}~bBtl&!`>yEO17Yc9M^{n9KqL>?73!O>B@0~O
z1<2L_xDy9d6{cavi13iU;2lHYQz$Ajm~r&*5CD47#gnR=Q)nv$5qapJhV<1cQRms-
z2KpnK*m+>;@ZS}J6Xa7Xk&zgt9;1qx^Q^M?V~O}(`)!>~;vCHC+RQ3j(o?o(2c)`g
zc2E0?W64?{fp;=rfS|ghH_CSD{&V;tlYbl<BGMO7!v&CS@0xwe3XrEPH@Xg6Zq*e2
z74Rd{O@)ro0k{A}6AI=YDdf+*`*r2+IAItCuuL9P)Zn)oP<IAp7B3b5%^-2>w}oGG
zF^_JNn3Yp<{tcOL*mUNg20s7A0J;ut9Do8Yw%zQzOTrT$<Ed9lk<dHd2(A3H&GwXR
zzu9k=EW+|}-vvgH<QJ87VE)v%wrkkV)g5%PFdRF&MLc!#7OV;Cb01&>^Ss`m$B+|4
zaymQU986=Eb%VvK(u4p>XE?p9Jbr0RPr-!h<ta=v*YKpi3l%OE&VWgV0W!y><QTuY
zNC|M1Rv)@by8trg|LkFl{nMA9-u=v;Fqa?_eJlzrmz=TI6B2~Mp{zJfpnpMmAisEo
z6HCqJ0Qqqs85$OL=>-8{>G6=_PF|IT7CzQ%A~>*3)1*VXnC4i~S(x$?9;VmnP`f<s
z_^lT-3w)rdm`Y1aqk#K1Y=<%sN2Yx?fV^;Z&Kv+8AmYh%xc<$*VAUj+ql(s@isnNQ
zfk-DTOeQEO*Z^(A%HY<pT*Ghfb?aSSa<eYoxNs+wLL%tOfWRin3xZE&*>AmgdAr5~
zbpkj6pO*HZt`F=YU?=llj$$1d8$-&OEF62u%Yc#RIL_Jx__vN~>+CR~Jk`nV`Et##
zC4*S57K34i0{Y8bgAxMANL+8Tuyb_~85s=(rII|iwC+>C6_Y02wTE&<^;^96RzKZa
zYf*YnWgh5lv8yECcl!neb%=MgNuF@I@2>|6H`Byi`60dsFCEFi@by}0@}RK<ut@Od
zaI=D{HSb0)FB%<W0L72yE9ZaxiUYzg$c5gJvuI>Qg6d39U*8hwhj`OXG@<he2SIoo
zK5&3&&>H5CE`oVJoy;kwNcp3YAiIWvg997H1t~f>ut!HnR|0d4;jfj$Ll<}~O>q22
zaCR)u`yKS&T`VN*?!JL%ZUM{|!FcEU?sP5o+1XjenOG(sh@!%?dw2&(>u%(3nvUj(
zc~8phNm~Q_ye&v2p^~Pe-|N;N9hN?~({g(=2CZxlmKEas;t)`C<swwovsZkRJH5O4
zX7EQ^5dL!v0IO6SxQ2_&@2$no*(--dExg{oIHi3gsE-sjXWu_PTifCuvV!J?@7fy;
zXHqh*sc_<Gw^PVx?5gS)%f`)*hL}T{7K_@1eP;X1p&e&MAV~tAKJ*Qj0FZ!J{QAxZ
zP7<Mz0<0}DEiD=(8(9x!h=L4D{0t4&I<SzqOzJ$0$Y^O33ZJFCE9oA40eaJDF#R0W
zePc)woR<KDgHLLz_x$qZ3w*X3uiXfp_Kl}lCOqd+BTHhy)O}Qu4DP`se+s>d96lmK
zA&{^+{Sq{+=^yX=tksbdNU97A%m`X?ye;Mw4cXT~=Aj3{OqL88#%luDIm4ZD@aLaj
z(`czg0L?(~HZnr3w5y~*n><;7eep;|Hn}nSi|-0}CqZfKLF#2QFPf4JiBXNEL#7u+
zG%Dwgfw+Q?$r%H!AGdE2YUqp{Q@#?{yG^~Yju`GfpXEEm>-1<B0$TVI-e&CARxxt$
z{WnKMsIM^c&0HETK?KkG|D*KU+S<S?)&nk=N{ddUp5ChmjcMR1a$WsF08hn&cX#l)
zCSZg1^z|`_i&KIqcetXHfRtqxN;`sk@_^H(5(xeNH}gly(^JsF!NH>XA3jJb0TH#}
zzeeM?8Qj#nU<jrQ)|690`fOfJbwK5fE_x<PPArT8(cIehL^KrNqZ0j5EFMwJqr%_O
zBXG|p#b{BrwkVvvB%&wSKK{lNp_VJ>uOcD!<veNuHNv8k9Rf2D2Q2URN?1>?zmJ*S
zb`GOTpTzIz`>H?7UiY0}wzCwok!s%N$9YCh8hL06B*?p$L@>-=+!w-;(~rttCMOXY
zRs$Xfl-WOSzUnL4)f&THQXq8j!iN?>iNI5|vj=V=7m)1Z35F4Hu_t3OD#dn05-=VD
zYv#303oSsy@qp21IXUVZia3s}5gFrGJXtr{a}5$61(GW1XSRnPIOrQPV3mGo`tiP>
zf#fSgEvT^Di%l`_T2Wv{(O}iT?QK6AGRu1B6H%cfS1PSjkWCE}3k4QS?+u$*zri5J
zA7+S*Q1FT#fr+kSsg~Lpms+d}X$9tiL73c^y-&!CJ(x<*lkZ4wMlI|YGn*M&t<!Q7
zOBfWN9RNGlBDJARkjeD|gRk`Jf7IP2T`@4Rpb!WE$CH~Ej5ECs2N(bV0}g2ULE~TM
z2qH!r$@sM*+F(X12cL5)xcV^}wj>~pp(x<`+cw_TdRwXt6d|5mo+Bj!4MHczQ(~WW
zdlyQj-yiP$+Q@Tp(*SncD4<gWJ2x6|!9dK>BDP*so$lR_>ww%>6uZYus;=F;UAbJ0
zbm8lP;9|dBxcPWq_q5F@``Ld#V?!mqHoU;Ypb&SSU)s*G^qPiqoq*^BDhqUR0ofkX
zF&u*n+N$_RrBt$33dubq3febfdOjF$cOhhOyZ{yypO!EI=wIQQ=(hgLq44bw;9go@
zljLcRD^@J<#McK;c|P~;HVk-w%etc@grq~M3&l;X-LHRl>gHz?a(xBukgi^1K|ize
z!Htq5#CTvFr$cnu{=tcPCbhr4;==Rg-cDx>P3Wjis7`LEac(&H9jwrI9(B@kz_moz
z#0KYsWbtLY)Bm))^;+3_-6uAKuSJpsA#${T@dH7EOu3fzQCn||V~?1AbX>29mQRP1
zgc@0xlknRey$q|!KS$Vs;5AccrBFPBe5S6NGoRA!?usqoo;wZIQ=^a|7`eKka%(o5
zdTbP~2=;5+SFC2HPnTJf^#HG-zw0vgeC^V-%Qxz$^Id9pnB$?AI@?U&&IJp}NRHsb
zi`m>XxbOpI6q70g87#{Acp2Ge4+KvPqV}vNUI0eYh}RAg?p)*>u=a+gdN!>U_R6LQ
z7rKOp79a5Z{VSulgkHes)Uj^7DuU~de=0-%J<ZNu|C~qrXSBbEc$t>#S<7vQ;#s$o
zJcMT!iu+8VH>o%!)v8veI#)Ki1I8JD4jb+dlg0mdJUW_CDdfckTF`gJt%7&`TOAEF
zD~DZ|WWm%~Q#jBw^6<?1nwJ7%qO6>F*uaoyyvy}bRCY+YMwc0*yzIr9V9%dFB@PwK
z)G2CumW4&Gi*Q{NPzTp?)ea(61(lRC)ZHZfwge*946nKC+cWP&2G==6i02{G%im+n
zu6`kZ<Uml8!EEBl|F!ZKp3O7+x4IA<6b?oO0vQPOO9c}GQ*`b03r;O<g)gryZezhW
zF6;DO)(OMG&tf#pA%yO_a@(Y)k+d%5jWXEsaetKHgrl9k0?-ssU9{1p6upezwh1g&
zYoV92;Hzg<BkRp51KTN9s*j7LL=qG2foxTujaZ9gq9rVQCPo}EPERlB|J1&6HG<&v
z*#T8HcGQ{@=2ZAfX6XTM!uTsE;BbGpePCyPB{hEpwklk7auNtgx*l)<1L7IGS*?(e
zJ-H?3m}vQbHdP|=b`F8}s)25yBxkYOOz*`E`g|W?xSUV!tgbPm**n!9K%WRU8eA1Z
zD7ejaHn<n2@C6#m(Sccb9RfvN=x3mNOPz_~%JFMB=KZR{aWK2NI_hlAsoiTQ*fk)U
ztH<VAcf=V#Mb*F6G%f;+<)WUVY=X(lZMhdq^OhIU(J=|_=C@vhoBYToF?CjsM+Udr
zC+G+kK!B=h97TlUYMJ!^IOhLLF+=}}ltK$C#fB0~mZewOfum%D?=HfVV1C^N^WAlV
ztW!tIRA7{ySy`f$7UgVo`S%QV%QRj)y`WO-d;^%JYXjMH=L0=UQFVkv=U?a?XRN>g
z88~`3+xMbf6R-RrOvQ|8{_g`C(6emTt$WPbYx4mc*(Y*xaeQQJ^koSA;CW4r6f@EF
zxtbo?8ha^#D8~VLqbe$kUaaiNOuO$`|5qCkmcbsR{08v&#_aW$b?IN)H|k;zFfuDk
z2;YD}K6te(GVBIJ`B{kMec!w+qM@b7_fI`9-unBO9DRqmS$0Mu<>R(&u>Vwm4OfmV
z2*U}bs}@>{98m&)TO!Q=o?q>wm<&oIZN4bxA^eEP0XCPO*<cTG{@2gjV|5XAhQakI
z7;-wP8YH$;q;MaU#?a%M<(j=w_Fhlwk4;)!zY38eU0_BOqgHP%!SpnRv@~`r3sHR|
zMdv%joq(xzy(j$1x!=FE<36Q(spsPcohEsE_jHSx`jGqmys&tC^^&SwEP7ORzf>9_
zks>Sld9^U+KEJqFy4UTSl^3Z_>&~OTneeN%4dr1l0sNsM$6`*~%S{6q8#4{h+kypc
z|8(rv)Canjo5fcAY{2@a?#=vnDT?%6fkWx6Qb=KtC@afdaZzD-W9uhC0YNC;rCo$S
zrWHu&Q?L+Hooq(?$4WiOGbN_=<$K@od;K5A&O4mz{{8zOE2FYU8KHqbgpwU1RD|#`
zGRkNnWN&YKW>rGjWqio0Y_e05y|TA#LN@pL?z(>8`}e#5`Q68HbzB|CbshEg9<SH=
zI?w0x@tj+Zi4L#xzGmgYf25J>kIM+Uve7*LuSaq&i#79#7nnq^rQJ5(7XBVZJ$}f4
z{-D;Rc*U{6xUfB%Ia-c{1QG(sb6@mpL6gmlP7_tm)4m>8Vlq=^_=beHC`QLsB~ow*
zsHe4@mdR*}nmgk&@Md8=9_w!3bMrZKB86|i7YL^Y2I0`~fkx}I*eVHn)TeA2vrYe*
z;CSm+LJ+7eeb`Q+S9bQ_D^th}C(XVaFt}n*z=Dbn;2iu!byGWB;NI^`pbYXJGK=|?
z-Xuv1c;K=MhYGtRg*95$4#Qq9sAG7!Oy$vb=M89C)Lu3|An&5e@AoC`z+X!1r3Wv5
zvUXMq{G*WxziF4u0`oC$@qEqV4}d>}+wqq1k|_Dp!Z)Att=~^t-6N9iMHm$7>%nur
zFys9;VO)^s&ThTPB;IfX*5?}t)qj0}@z~*9a<2EEPL>8?uUb5FPgN=rxx%w?T{~Xa
zn~UY`S_GFtm$a^f%;~}?SsEf;cy7NZe{sjzu{OH!?KF9Vfk*uDhVm;FeXd=R#`jxg
z8gr-NhKwPT`y<eZ_4(x(M00EM_JS6fw)=omk#X0|+o#`RVvtc#k1DZhUDv(%oBV<X
z$GYSLhdpujSDB}a<<e`OW|6568C=k9O+Q}HU{2&cNW$PH5rgh8dtVP_PN17y4z=Ct
zS*MJU$g6GRk7a$+2p9tuYJ&!&^h2KC&QjNp(o@Ul-<f*3LqsN~W$$g5MHZ#Wohxhu
zBoss)jF1QnZAW1UCigiRhmsq}e4bt(E+&MPHpnXQ1XIZ1vR>%+Nr0{pN9Ch`W}8LN
z9cZA?&1v2`s2;OVZto8Q0}?ae@n0-MF~y@;3^?=N9bZD6mG;fv3N@Hd)n;jCuZ*=*
z(L4&OTk#t^ktoJmM;CBLQlh+5*e_NUiRK@sOhoSw>px}1^V5ogvstq;i{wR_r_0yb
z6~Eu}8dBVLpL~9x*>>BDR7A$hRauJpLKs^aUrw1LgIzg%-KxC_jD;<4ikfVvu1*nP
za?Yz&(I5ESqd*8SRi7j?{;3Dpe}85`pSitcnO#c%A7Xu6)EiCZsqx9sI6K21_*9*F
z^*-I8Bg($|19LuK2&WxuY_rxwX9J;3fRQ(Y0r$&;kA=>>pavtjnZ3#c!aD?aSR*Ma
zmb+#dcPB~NF(&pg6tvJvK~0Lgyno7n1T#QAMuAs|hDF$pzlt--$$)_5bm77x;muu<
zZrH(NOKeXsOZ3d^4;h4k50DBip^UCBV2%Z`c|nbNQRD&NG4pFigqzQyqw(;<TQH<c
zRwDnD7ViIQ!$P>3LX=XTYq=Rn`^96CWfc#q3x62b!{;s-%P)QXfhWYMXdk?4GU-H~
ziJVz3=}HZO&HZlL_0YEsmf`16N4cb7XB|7#L6OX_LQG5x23WJxn`Zm%X0O2&_TBx!
zHlSQYgehtsKFy*&1>f4RO`%5ELgs?%a?-|6g;XfJ>-~@a`xylxV5z74PSSDaJt@~a
z)kraBPu)}{&<|puY?)+}xrYPBj-nyFGC5(7KV2^JEEX|=!fJTYS3Oe%+|0I`r2{3<
zpy;}*sotv*2q({ZUfso)+eVdlVO#e+Q+1o(I_P>lXN$E>0Tj-u#CY^T(I|9AC`H{x
z_2(Kf!h58YKFc!yGDopA)6e#wWSvdfXBa`v;`CSB2z$pBL)LF&R-d_J@xtMw<cu?Q
zA*(q=)?=Y`_pavPCe(f+wT9Q0p7U|N(wy2`PeM@u(5h8f7Cn)w^ojqq&R?Heg75Nz
z;PhmCbNJN*6DU$%o=}Ei1IR^kkv!>k4?&R!PXY_y_l9a|rsWqzI$e>vRH=C}DdHc^
zG|v-0d38;i7Lh~+_!m^jeU6<X5pp%xn56tp-Vu75wM4Jlomh(&8F$=hJ>Kr_oRfyQ
zgQu*4YT+I}y_;2(l&r9xo;rCz24yUJR|(o|qyKl|MH)0KU*?YD$U9f=4R-69k4?sZ
z$Rt1WG8H#uaNH|Fm5vNR4{NFW?inF{_Q@i0T^){x1bwx{NzSP_9wPp|_hJy-G@CB<
z@#CZNVC;LVo9{=|WUmn{JG;u4>0ES89oC3&6CM68=~Oh!cch+@dhl)<j#KIq8_42I
zF6}GzA|+KC!?72lOGhQNK7ZRjlDCNb*ce>;gq{daP)lOYyih!H@e(XAM}0?=HqfPv
ziC!+p!8>;h2bP>kwqnV}OiO$;yf^jqog3@rE8L2_`qkni`0<=f+GjY@O1)OeVH2mk
zkEcoAkBHuT#B7~_g(KeZ>ZhQ~QSHHJ5NKTMokP55KB_$O7|yHG`}DmXuK^!6lT+1K
z$>N;*Z|d8F-qv(@c}(rf=S+!FY6l8e)6fvNCp<PYtAR#SFwjOgAmRInF9EQ=8o<XE
z-rrvx|2FFH>KOTQX%u&p;-*Q9RxI``UTBQ`qGi&)L&5nY+H+KGF6!qH+y#%Fh`SBc
zTFxQ8N(7p~i8FK7*L?8fxCLry^fZ-*cH?ch9#~>vb(wLizQV(x^e!OdbRK7`<<gV4
z%c&t%k^0IHK!8(ay<7hMypV_s9}2sIml+B-SRjbc@pA&?X=%t=0F`lN)7@)$c~{fG
z4!}^gn@H)%TX;sWjAfr{&)+iEm9R9Ue#=FcntfYS)AzeT6)Uup{lH)d`SnJEC!PYX
zyaI%HXisPb2B|3^wepnW|MzQlwoSb;o467Uv<PSzTetVxYKkBEa{QPaj?Jw6>%)eh
zo?-Nt`?o^72(S9_%dM1h>&_y4-ttze4AvT&y0aSZmt^1sE_KE=^^tt57n8{n!?1Eu
zYRF(bmRBvO9x9F8nerw_W1XM;>&KRZ&1O4SMir=zoa0Av1yt59CxB-_h&i>tp<dzs
z?R$yDnmGm?vVaO^vdFM9?QWAG7`JK%9S1DMoL4x2`3_xEWW;#1x@WBbIy-}&yNg?6
zf$V}FJN9T`xOw4Wi#N|c7-f7S>D5%}(=-kaUqfv|du>b8tLev5gR*ap#f!UjQQOy_
z8VwU1dp5=7a+X1hZ!a~3kfNAb_^zau&+W`t=TP-f@ENlP{frQe6!{V^Rv;^&P=(Qw
z8c#K3X4M~NK+cVlFAgRIVr#Xi%MQDWy2dN7Ew8pP2s3ahvY#pMSw~OwP;izcN{W#l
z6fIioCVXVZ#Ik*Wom9i`I<-9049v07SvDC4a7Mw(plE=IE3|bL6c*M1+3YK`8A&@E
zeZQ;N{_bhKW!ID+Bo`iBLkbG|EGuepG=7f<%@Cb^>$isiAOn1&`X-zA85k*%TgbO@
zV~4e|>QZq`MJ~RUhn4jP;5ne9E<c+JQaIv5x#NWz$HB2{YbX9Edb#c(Wd9dU57BCX
zGtkurh1O3E$}D*PG_)tmQDu+@s{rlwamw!xn2u#YIX7aAq<4iuXC7KJ<E~akaRqrM
z?2a!Ns>6PYrmB5HESF7mld4W7opP!Q8ml&LZ&3jF#x3=<VGXMAiTm50=g8!wpA7Wq
zUB`mci;k<L9Q*d|TN_ju3E4(yPz58O?r5>;i@#o%8zJ0IelM4TTdJ|zyi72HN3my!
zBN>XON$pL%XWBq#t8{4QNL=J_DKs!Z#t(jV89xC^7wV-fKD3wg>Z!^B#t~T9BXqbw
zGyCyKy`XQpmzUXZz_#9^XM6Jy#fOc=9|SnHB#VstuL{61nH_dRQy6A0<n=8p5j+#B
zzsaBV^5plG!IqiWweu;+`4X{hlVQdw3=E*#o>)^hjfl(IJ3xvKI>82TxXH+8kG^sz
zfpAuF!Z$e^LMYa1Yoqs`M}Kj*c|%h)Z-Gez1tbU@V_;wi3J*t<c^<aJ2csef8=H>q
zSPNdcH*kzJ=!6s<Of>|+kJ?M@PlqotKgxy0R6d5+hJXT@$qR%IT&HQ`s|P7xbG?cI
z^z{6o4$egjH8;T^x0fpgU)ZBJEv}2i&!5Bjde}y?xBm`rtU~fshsHKg364^-E)T*!
zC<jt<#)A*kZcTqmepn0q440wWwoATdUt`01P%zIfIItbcaeX#*WsHIS^!dv-+orUv
z@!aZ&KS#x6`SRzw!BRV8k+s8phXAxI|4QGg2IA2rpTz)98|FP|d?}>p71+;e7<g=S
zd&)?&L*EwTHE!a>WWxgDSPTXTaWDY6fB*j0RNub^;yC`crQou>8_{<tZCEHoM?u_Z
zSo^q)Y1m+W9#@uJ@<ta?jYd6e&|0v^8qUX*ZMc2n*Zb`__Fns|RIS?$=0MSWc?L|T
z;F?p9tr#1ussw6O#vUR!&u2|`&y2<R+;g7MsMEM;U3~>peeQhBN(dIb6>q=wPZqK?
z>-0?LHvFaQz&YbEam8APEdhK*4<EHEzT>A=FUzDHF-49SJg--#9tz&s+3_O7!f_g9
z0xBsh6MX84dn0H}2x}EEkb@y|1y$*w2*$AhmVD2B*INk^-OD!dt+5wPF_^TpG&EX<
zzjX3B<r)kwAZ*%q-o?<6?eFp|-&_BJE-m}rAz7i;5loH}uliX--^sT7?G6`_3K}h+
zF%5z~RR&CKv1j5ypV~)Hxd=hChG!t^Ty|E{4S8qd41RfL^R(B+)mCZv=f%H%&k1F(
z_J8h0tH8uDsVL^*9Vwwpbg*IXTo4f#(>ic_xv1fCzy3@c-X7z%D)nWea6hj!$L1;J
z-rWPq^gk4PB&u-!2;IE!5NVMSTp)O+d~(M1RQmBcA=4ysX9HrJl&IL)AoaJ3rJp?y
zwjWi1E?#=s8noa1vcRo9Zqb|D0I6aIYu(-5s79#(==FV1M4A(&SRksNpZjL=iHj!0
zUn1BeAlh;iIB$)BeiL-xdWyLUIe^oxNfDqq?sY{dR1J{{M-KFGWciEV-yHfDUMmWl
z{$F7Uo?=7b2e2|7Cer|nioJP))4bMj&L%0;mgXlUN3Qh2UR=*I?lOb@5nV9>3ScmP
zh-o=d0GFfwgX#B`+9jryFW#bir&!okGcF5jg}e^Qmqw(P4YYBL=pKz(DYiuF-XNsI
z_m>_a4F^~KX1-j%E@R@jbdpw-_~?=Cyc=g_sh4iO5jhUDVIBd2Mi4GVK-vhSj-i8A
zMtvCY?~H*ufx+Zxhk~H)vu`pXiakTk(Evh&*GIx-Dq6>Ra}#`jvMIN>*0t^~-3^?D
zu&S%DP}thpT{NjDdxvCXm_jNbs0T>VJ3VOA$d+43Lvx_)f9`Jw8mgGnS@{&^MJej$
zXG7ju2*Sy__*Er2CwU3i1aooWa7nb!G|u?lVSc0@&IbC^0BA9oNSx;E0T5-b2u6}5
zv$lEUPIgJK4D$JrvszUHG4TlgclT^wY}JeMfI(!6*26J+skUc4r+NPdXBL#lD-FQ{
z&NEO&B(fh?OwK+<--eej{q9z7NoH*~xh*GHOnDAi78|dO)>O>PUAwjlK?UWB2qX;V
z4-Byd0o5cbDoWa8l_5?=S-I|De|NQ6sMV+~Sr(1YhTu8$y#W5gXwiU`T@Iq6L@OP!
z7LYqu07g-cvg3)W@5-Bk9bpxCn%Ivxp4DIqKBvQ11CR76SiyD_Hyfa$pLEzm`9qn$
zniU<%mz)dln$J9kDOT3JHUS2XD?DacS$qL~!xxkFuq9q|c3#!oYG^Vl!sLhc8Z8Yp
z=3ybdukc{3Y#8Y!;d6YIS&I_X7!XNYUBlDwsFR?%`}zBJxcDL5r~J7tEOg?{_035(
z9X|Xy3-w&>CvOXdgQXfLL$<({M`NS@zu3AZjT*VgP78w6?@9lsZyObr^S%)*))h3H
z!)^jFUB0ca9|{6<lctyF*?RUCt&zHsgFm8GUyze*Y+)d^{_LCC`6WBA$nmqXvhp=K
z!t#Ka;(t$#N=~x}oec7H+%tYdW`RG<>^w-RKT%=<D&cIq{^C?Gp5eDsmh+2)w>TbO
zJzgF;7Vn@wGT11WyB&e709H}@%Z$m%1=YgRSB#ynDn!>)A9R&vO=F8MhELo^x^VU7
z!y~E;J-Zqd8BM?!052-cIQ_Ydp~Kd`Yip~@3bP<(SA%hv0xEhD#_`4qc9)s)V>Tro
zql*OM{Ib;E4<J}8Usq3Z&_5u+q$^Y1XWl`A4H7ISu$1L6@)cEAFh^6$FtAbv+}l(}
zkD<hz=M(v3%R@8~g(VaNR`H=%DzMbr{+_$Xey?oMjVtIx$e-D<WeDpoZTz}=$daj+
zWhPiP?L`9F%w+uIBGJ10LI9?zc_IYAfqp2v{Jg%QuGT{*8Y1eYwh5{Vn=EKR8G*g6
zHzQ#8C%hZ@)83j7y75{S6DhB68^pM<NnhDX(Lr_x?iI)wr8Z?WN<U!itVH_uyO`r(
zbi%C~|5WPK6=%UN^Hz;oApRSsD(x=%{^cH`WZ{g?F>lgSEAyXk{^LhWD;I;~^t{6r
zSc8DBh+h5CKtB10_tWd6g0JP^>XugcvWVvie<VN5IDE3x$psb%-33MjD%6L}eliya
znjhz1hJIvS%TN6($wk=dez8m>E(uvRh{ZnPDqbz-s`5WyskeOgLx-i$xvZ6L+<B4T
z83&jHrz}BztR&Gq?wiHeI@ITD*Zc79yr$da)ov}kS#HhiLE#F!lTjy2IOhYrSYtRQ
zgTCGO`8IhVJ|EoHHj0P|O4-bHo$sB1L8*82%;S5VQy>!djF@#VvL2y)@y+i$fB7-2
z*1St3)I2B>Hl}Ki1hew{yTDr~>%(-8=l>RXjjyqWH*n;=es90^&@Tu&w`cbG+YU$s
zH8&-a$SW~KIRP@`YJH)3TL(f+(JCSS$U^@ydAT`qXs{xbIJEtKz!^sQTV_3KRue}G
zy>)PAGGDOASoqY_pgH)^&5l$yG<xT)=ImbLG~;`@LYbMv=J+>5P9m^&{dP@)(?@E<
z@VG<G12uP-Ic2z~!=;j>Lnpf~i}^&pE?N>DuC>`y%`?)})SPgQkL4L8C<y!0U}Rz8
zkIYML`@-`ai@JUaVjjo<wUp93ANAseZ+bcxPqfk%NK|wNfXu$9!Q8<$v=155xFll;
zXA>><`|eH7!Dno)-!h~Xzc(5brV>7cz)Xl%v4diM!=&`SZr+=p4;`hZvyBP!EfTkm
zrtBvzCxYk}Z;U@>XfsUvOs<d>X&lQSbW%Tt0qBK-qrJ$QQxZe8e_q~%+Qvu8MKL{(
zE^8Y?uOG&BO)q%=0+yaSeChU-f(~wn$>l`l!pkS>87!=;a`*pun{>Rpshe*^(9zLx
z8$4bBC_N)0!g!RC@2LX`1@UjGH>lL7>|CNeops2|BX7=ErdQ`TBG53l3tau)!GBak
zeg*_upV}D|q5(5uYBE>fqsQS$r^prlQtX4aUk9S=G)F|<sZeu6#n?gR(og*atYxA0
zRuEP2Ca2sg*<w|P!Os-oV%*|O?@=+WmaZgOuoW&3YMs;}z#REPS)W9DcoJxy*oMQ;
zFR{?WYU3`WsznON9)Bp4oI__dnP<o3UJS2TtmZYFl&$Tw(rv`y264}h`?H`EUnp1r
zfzhQuXKdHE(jdHd;WfEjF64x57uMa%H!~A=s=J!a@Tj3{wxv|!&6_tQ+B<<LiWXEh
z1Trn#UpJqGpuNji&bC=wyGynl=m^XAy9`ooS|uF-t08zRn-^u6KJGMAI6h7#rV~G^
z`+h6q&+CxcJDumkzp#PdaZN$wJao6-n^e8myKGtTQ3LU+&Nu|8WIFXzPlH<-AxUt&
zt~rm}wIe|0A_yrAq8v#uM!L0vF#i8C*a&>TKCS7*)9cqa*nyfAW^MNwiX5tLzws{%
zEDDQn>vhqNQH$gwyZ&T#SH_3nIfdxJrXuMOfnOUltgp4RwYo$shkP)rORsW++*{M(
zaRyo4bW%Db@B+_xZMux5TtUGJm_Eyr`o4Uo#OfcBw|64!mEx7X`ML^=Nq6sBTK5Ij
z)&`5Tt2c0FHaC(E>UNOw0*Ng(_dBW#p_LoNvEAFGWEGi&pVBd_!PuFM!<Wp;F2z)S
znWqai{U^lI0o85e_qegGy2QI8wW;8>X+lVz6l^jJJVVf4z2L!I`)Rz)UST#h*6#SL
zfaF47ZZbl$qmr9Wd_4{wo`$=N<t+am4N|qtRu?x$#u4`N18+D13{FoiBpSh_p76O<
z+ey?WBwU|5h-)$EWavaDPop@TUs|qr3DQ(zBcI>6fHaI16@8oOy}dpEwQAfu^c2iM
z;UCmJ2J?w?p9&-np<7Bqat?{2e(nX0$H6ZHp;7>)D=U5Nv<u^f;nkLES}npU1othc
zRYBI2V0kclRwrb*6`s=HauQZ!4vpSz^KKxQU%E$XEpY(bu|4-+B-ufkwo+P0cS3qL
zH4DqUtATorqfk*s#onMeL|s1{F@1j2u+bE_y|VU4!S)EO*4WeXI!cGL6l8^K(I0ug
z4%ojkf|KyTLZmdZe?7BgK6c7faCi4-iCf)JF7w$q^*FTu25UBmI_3OCQhn{tLuXZr
zEd%;hFzoOCwp<S&zTe?aN37?2>|ddC?Z#+|G#!UG(DJ$8vi&{h1I)3PofYpNfn|lE
zGKt57-Y$1oWBCCN^!on;6^aDT2*dK{AO(O#`obTO)o2*8yD>kr89V9YZms@zK+fFL
zP!K;vXGp{OC@|ho_I=mcQZX&B!(i-{^p{3rT36D1;xnZPlDm!194QUKE+(88{vljp
z;iaANs>;~mkQ}!|rHq53x}LXD5eR@L8wHtWHb`Z-7JFUEOT<RHkqqOq;R1ZznS^rA
z`6KPi;>p4}Ey<1o2glJ{E)^0Q8s~3*CyCoO9XUM6ZM+_F%74fzQ162KDKu_(7+xyF
z<>H%vZ?~?tjhe6y*)nxmDE}jZ?*oiAHCOY-owA7ErhT}Z!xa66CMT4!P$oUoBvKJ)
z-0;%~F?%XCO-J4z*@3V1CTg_tlzP=*T=O}^qrz^&)tTD|-n(@D26olx9|~`_BaV{f
zey?bm-!B+$TtqgB+Zoy(UvAFJeFablP{i3etX+(|)mI#GD3o<Pw800mxylpO;x3&_
zUL^qm6#BU)SC{q0*eNOL$nzMc^M+tQAa+?RE8~ew7h#{jbw`+_^K)DP6(z!P^Gc$@
zS=Z>qpBppo*f+lOIAcRyQ9TyJh&!s$Ma&lu6nTW(N35cW7)WDtN<C~|<<Dhpy(Ma!
z{<xRg1g7=vE>B50mKsT`Pt29WOsJU(yilOTbC9}+lJ0jPXyz>*UpVTF{G(>2{<`85
z@?T5J@p+S^c<h0~4Zlc-&7@q8EHH#%P}efuYlDb14v?3@IK6rMaiv%c1@+!Kdyl`v
z+o||WjRB4C<y_SK3|F^4ej8~pcZx1^nkUd3D4}}xp!dc_y)a!D^K;M*hfe~)M>vXT
z-u-!Z1l!C2$eur?m?!>t!oO5hmD#BQL$jU{PY!(@I%3Xnke^b)L5m23;_RrTw>XYa
z+8^G!^yUW&Ej4TfSiMyQUd}LXY4-*Cx_$_l#c`@P<N+Bo>Z7K@^o3}Gs~L>FB-gV$
zj)*<i_6zAItWD7BpO}o#gxwbDj=F_wUk$|q#uH{SP?SB~QRA4yV}`}GUN8R0ysT53
zEV8x!x}cvf;^wI{TTTN;mep@ahu7zHGc453<OW)&HsvW)U7F$Aj9=)Kjze}YVKr2!
zO@3JoA(;OU#VG=k(@&01LxY2BAUFKv`^a;$pC4(W?V;l7AK$D2dISaGn7xGY%mNHi
znqN}XiV~L}e$}luF%;w9HYGRLGf!4GPu7`Vt<U5>8@|ALBwDsh0zcfD$UkhlKHh()
zr>N_afRXPajzG`C;_r_a(U;Vz?;5aKA3AZ*9udF#vgy!6hexvHGur(Vl1!A<vSR>Z
z_`?USwIc!t<-b}U!uJd!iq}rz0vj2iyq^EvQ&S@zdm+{zWs%KGT(Hca!^3eZMMqvB
z>CZPMg5$WDb3SDB;QVMVg~+?H(wW4g&d2`2$SX@eEBtR5dE_rg{@gi#r=;&O0*!DE
zR@c@J@bMu8$ow&2u*pAsh~~ECgIzoJ$3u+Q|HR0H$cz?fe$l)-CeU?6lPe(+jv7u>
zkcf_k0zwv@<oLL|=C+jaW#&~-GaGkjX@Sj37RdDD6BAJh2}l?$c@sVQ)(X11x)~8`
z@VhZ+L@x<WFV|YYW3U7)`M0IfdtdY8*(iAK8&)a)vf6Wc^qB|)BnBUBRuF@-J=P}t
zRm=Fz73wz!ou93~Z4)cyi?OGqmV^2R*i@GkqOXc;rEavxCJGxqRe4cJ9&z|b?DdnJ
z^Y<KE!VwUKo#w?JMG<mcHoCKyF))#OKcK5_N;53Ap4+(pCww6cIMBs5pD$j7x^{tg
zMgTW!F-KL+==KeGIKq={`!ids6F!R(DqM8HtzHnZD*RoXO{&+B`oC*W4LK2Y1>*nf
z{-<(00hzD=tNTAI_pkf^|1tjy{Mi<RR*5roz9m`UTu97GH>W>`VgOB%2G3y^aX77v
zk9TJJ=+h~_*FBAMYe;fdLJn!pWc9_1)G!OmQPLu(?c+t-1LF?pl0gizg&*aPN$yBY
zL--n0JgjNE?`{Elba)jyXX|A1V<P<8tUtnArWtNStw~e3zs-u5Ak2PoSZe_)v!p-d
z0Q&kR{mEfxHvGRa>wnhRLk59A$e6)TOLUYG;UkNky=wJ!_nFcWfD)NP5-$J1OSzP4
zKXN+Mu?C@UPX<e9z?}!(i~8fDgI*i+y}K%50JJB|t@y2^(|!Mcg9Ka-swykzUMihA
zbs`L>1(Fmq-L3C(0JB0(Ply;>&WJc^BJ2Ly^fa}jj?P1b-0`<$Nq%vqDn%Y$3~|W1
zG4=KLFPvF#x)_W}k&y$Z%L8wWi{kXF27bU4)7kF#n~H&KdhCg=ag9WYQ0+8-bYNUp
zDdnJVVfZkmA0w_+|1^J`W7!!Poxs91z8ycacKKE2B{3_(<&r++Q|dzOllKC;%OZ(7
zNu=Qu^5oKsKlMMyI9)NI3nwTbs_55oL#g9i5k5XXUW@wK-6jWn+W^7$tPXG2irhRI
zeJobeDOdUSO=$L@a{BvUse9c)f@}48`ysSK$blgMid{vp=4PyYK>-6T@w2ozRP+o@
zAP(fhg&&3KfT%_(3@CQ}%NNDw*TP4EuCP}2;WtWOO!C|z$2|Rhq1Xt5CK5v62G-Iw
zs5J0gd{q)AI`G<;T4l5T1rMi_y23LfT6=YccSH(Vud%~osOG5AB77~^)Zu`<+t1Zw
zZ0O|aPc)Cs9GSEXR2j5))Tk4%$n~sk5*iGOD~(76YmgCy)d#cJO7j1)7Du&2gO7z$
zYYn`iVpQKXo7nt4;?j8iZ1^vnIp_QgC#qw$Rd{_rm%j<ZsPY}=wV}B?2z|m4S(pO-
zOAi1UH^!^KU$5eK6K{g_pFnocpus`y(1)<`0(Ih_|8;%c{{6kGQ|;|J+&42IwG?3O
z3*9!b?yY=16M?}%TbUL@!SXu`KuqoI6D@>zk{+*hx<XD_!+7>edvrWjFHKv}5dE>i
z`13gWiOwxIb%n1swX|A5t^Z6qL-d~VDjWo2J_ba927^_V6nM<d+xI9uR}tN8{yffz
zZM)-P>`jvV{rFmHEzGi}7o1~nUH<{HaL|~#|2iaUH+(#QP`5etv~9OkQZ_Z@|MCKQ
zQnYYx|4$oG@{#%zWTEO{BkzW)>a=0Ze~1AWQ5S?Pyd5AElinI7x``}bMZ+NE#MitV
z;UUhn$Uw^ygMl)Ova=&&?D?sf8z-V9ov12V0%zF29JuTjKse09W{qx~IuE^1?e*Q$
z9}VSj#$;Ns*rqF!MCQgWZO2<me1DVMrKnF4NzIocmxBW?n#{0x0rDO0&e;=Nn)SBx
zmAu++KzjX%eCz}1Ao@e<9<on%sU~pLgKVE7NBjHk2H=B<C9l**L}u1jKfY|znXZyM
z<1}a!IJ$#2_Qu9?xLLrB%pVvk5HD_bq%k7t<K!?5GJWO;TG_>I>!+Ts)}yZl42dw+
zu(<~l5V^M^Ak1AkQbu<YuoL804`vaW_gm@f@jfvE9w$S&`M+o~$(*ynv4H@RKjx~w
z+f(Ux3%2KQ6`~-8bY)E?H_kN;22o*)6Z85Jz?9c?RP$*ZC2qyrW-YyJ6b32HX|Yx%
z_Bp1Zh&V+qZJhdf+}Dtn@r1P=Xn<wVri4-3*9Uon6y%USC|42KDDM$%-sN7Q)+=-i
zD`YZqsT95ml1{ZI1(?SUsn3|tJ$cYIYkxxM;j{T|pbmIQJMLP3{P;0Ws&)WvSnsUQ
zPPlq{O7coWgY#*t)FuXlPIeCuMh@35>Vf)inN$7T3RKXtWACy<u(lVp&1`gI?cmuF
z_-Us0ONy;yr4ag2rwr}5Y={Dx#NjQc1vIkN&8c&vL|Q~tyImPkbQX2|BTxly;4rJR
zGSEM$eCxW_;sOP6p~k5=F%A1Gd|$uauxIKoJ6!R=<9<7a(hhSj3uSTGj@OqWu3$o8
z)Y@~{S{Xw}G6R1S#Q#7qPr*_MrV*2qlR=2|A5AqWfAFhfs!?z5uZ@m`6(}S5SSzUE
zm4YEdCOsC-s-n+Qb$G@x2oL7gclQ_ut^2PDInDyjMU#Y@QL8`nG&C%sZ&mDhJ?6%t
zaiOM2{gDgNcb;XMeEJ}H;kD(%^b*dqSwRk2@CV*kSe4WQ>=EcaQi&0oz)o+v!o8W-
z2`c*pH|)8|Qs@7<{JE}D<k<{U(1Z4D9f95nn94Q%>63I?s)yi1Dom`Xb>fKL)zF&z
zmu`MI4rb(skmGXe&`JWvyrAB_eO?PXi0~U{_pXW9SF)DT`?5NYSwO%tHE0rpR$L~-
zT+gzSLk6OGl+eF{pGrN=31>YiJh|GEfYdb8YQ27<QZb;Ma6pF-on&Lm!qa|jk>Pqn
z4&fT)0N~}Gu`l!kDdpbccvUbAZi_xj#^a;SE0CYNP!b+-Iqs4(GQS4hSCaB0!Ly$_
zUuo3YW<e(!HoZvJFZb&5q<{n6oMd`~717_LQP!cufsAd^Ly<w=+`MJ~qv|bsEA>7_
zjgC@n`@+J#qAnx$0rNtWv0DG95((&39Z0m(cJZI78Mzk8Pr?u1@I-ViG4|-tDtE=T
zuZ5%dX{G$Q_D4s+6+^QiD1Qc*j8js7;5hQL?{-Ozr90$t6&Fye1Q}UAUqhn$@s|pF
zaqq6DpV43m29wq4PdWEMw7xgLiL6@DeRajc{B>l;qgB#L`A|QWGU-pg#4aYM&<O?2
z!Dy}g3t)61A%h%jqz?&fRHH>?FPypLTbkad%cq2cWBT~EP3r`};oywyty!1>u{X)u
znNe(=F6}Qi)*_M2@p}-41+q9rS9yulb#)XET6X!j^jnJ4iWA~)={424kt2!!as#SB
z{E@q!3|OW!($d3?JaE?}NO@)MHXG{5u^RrwcXUT8t3;~@zl}T<74GxJhjQZMhexG3
z40D+Jz^+uKq+ikifeUmBpTd#fpJC@*9lwv{hy{Lt1uhVDCK`{Qk1}6OinFwUZ8E4!
zAr(;0Md>AYU7X}3j|Yyly%P|ud7M-*Z1bd{juY16*>4n>?3pq7)_zVm2DDBs1fWG2
zI5Hd%7$|eg@G5!j^<U3IWR<^{N~-GRlw|Eo43#2hfBbmj_9#DmANIJ>dxwa5<wqg2
zj<XSLVT9fSCYmrGgy|U(HN4U_ehxl-PNWJta&34pq}_{BR$++N@K5V}H4aM5aoCHa
z00*>9G;OL^=B8vA^m>ROhzfv8envewa-*Gy+m$rhP2Jm<2i#?3?sI;@cX+Bmiy0&$
z1$`M4#c5O9yuuN85KRRxfAbtlUfVfakW|orQq}xy^oe=(PfhVEK!j?%?ZQC!A$>4m
zx*jpBhA;N~@(}g>TTA8Quy|cdQJ<E~6Q2YI%?tGuEIWHHkWnuSM$Pr9X3#-^ryqb(
zRWs_)WhH51{uscepFg=q?Y9Rl;Dkk1*?3=hhFOFf1``jIA7B8BGX@7fp9!%V$yTt%
zkhP;Kya=$HEX2x%M}nJ0eK%hs2XK2n$eZEQ(?TEjUw7r>fR(valn&uv#jz5;@sfxo
z?{EMJ;RqmOj)Xq;=OeDflWWfw*j~AP-yFwVs-@H#)EKNmhxKgMR$NyXZW<Z<7fpJT
z=@`vz^l|O>vzr)lFZMd5JKo?3--qd~X=|bsMo;n(wP(+4K^tR_04VRLYS!6piML6>
zS?|=Z-rYPBpqt%w1oC|DPi<<0sI93HZ&I|H(N5f<a%SC)o;M4V(_k*F2W=w&0xrrN
z)u`JRSPwzoxZ7oIvGmMn=O<vVXN8ZZ{GckWXQO0A6=`?W@02)H=g5YIku=(%a9?MK
zk?d2Q8M--L<Rj-%^gAIUbvEs}6^8>idg)IV#3k=3kmz??s{P}df3_@Mc_8fw(U&NP
z7;_Z_9jjfMYTK+VV5X>Yw(PJ#^2MLz+c}EGQ;La^g5C}q)yEtk4+SiZ<9^yY9tFu?
z8@3Q^Mr}O$Re)n_lPN;l#<PGi+?AIOPJ=iLd-GWhq~e_XgyD`_iJ~;rm76E6{ZCuN
z+8aCUR+g<Fr_|n0aTkAk9I&kN%Naj=nx8N&9v!C7BI!$|$VODdy1o{q*@8a<rba%!
z7e3A|aNP;P0#y~*$Vb1c@iP^EZfM~zQrQYX!DbUO1ksTKhBMEUO!_6oDULP_c>rPK
z{k#o`#3URR(8I}MpSZYqZc#ng3v%F{87*ZL6ueDvY>u@XB1FOF{zsWYLO@wnOE;nM
zg#?lGvx<m(+7ZnvYhl}K1i4XG6W~B1&&o{IoF#_H=(g;4yc+WtU~z$JvVtL`0%qBx
z4a#@zS!Tpqc-0#QObQdJ?HbD~GcSRwAGM2_J7YnT(SD|a6#hk|H`&Xgo1{{+aIjXJ
z%M?4S4yi!Ht45GObGLtuRvSswJMYSpLivzbmh2jo9|!xb3GdjXT<IOl*~|-9zB~Nw
z@JZS&z(yX@ueeYU8XBr@z&AYn^VKC{OlP`!;yILmCifLT-ujx-`^)sCz&g`HlI$%V
zcKkfv*|*r=d`d&J;hXr+)Q}jN7c!Y<c;hd1fmI3&7xC_k;OcqC7Btf+v)p@Pk9>ZH
z9F(NJsrObjYt))uwCC;#x_BJU-zCSwA&M+j2$o5s!4jLcS^IolK0&n8XMK;f_sg~}
zALGJs<-mqJ40om3-F{Dg%Wce1O^~~D=j8JjFXHB5q6-71x^gLa=~%Z#X7pKeq$$8K
znsy)-k5HnNcb1RV$KdD}umqPn4Ma4b3%ZYAGG{WF*ATw`;F$He44B9%p;cGY5A#=w
z7=x=MF)sR<+DkC_BgLmHfzd}VjZvE$Swm6L+%qqKSnPp6OV{y9T<-uXhIG%Ek5|8W
zOIP;<%EANT0s#h+>9}~Z-rq$knIXLp<Mr#;;~IJvwe{IfQlcZrs#hm+qJN^Uc63y2
zntKR=h6WM;y4#&%lP;UliiJxeLU%p)H+m^kpY<)ms!)Nd1K+paTNXK$N)8>k2>Yqm
zSkNVl-L+$dJrv}FtGVPwnk0{N;!KJQ6d3OG;#O;sZdBM{dHjN3WapX4Ss6aiX;kR7
zG95w;*wu_4PH2rl!S~kbzBMY7&U%m+i<2%rtSr86C9Gw&<Rk=czJ_@AnPgD>h%8UW
z3l21YxDg?#>q6bS{IEO{L=5Qv0OAHKJJi@WGAogkFZ<W&9*jlPfqW4v=^$^Sp`$#n
ze>}XhyYLYz{1K1hMjYqGM$b`iQVa&1?%1W03CgovTxB_cMr_Q^`#k6BdAPsnG*<!*
zA`K2vHzy~BHvH+e(Dy)8U9FxbCGPzy3vrk0AW3O<DJ7$Ecb=Fdd!;;uX2=jlleXPA
zlY{RacoLWO5SEJ>BdmKaD@kC~X@6oJ@Uv$}O8n*G!f|>uzRmH^6MA8W6ll5uyRD}6
z!<quao4No~;l^rjRPDz$J^W_p6xTb7k<7KC+c|l#8IN!5=beG*JYWRg2)%JlPo5bZ
zh<kG#k*3O1AiU+Pauv_rU6L5y=CaUiQ;0@Dad_%*(dOae$uJFHQSK^oOhsx)Lygr@
z05%AsWymEoP=vp7UE|3>(Q)l;hTgkw7kY9HLqQ%^-qY39WrW(B?WT`;^|VN;NpGKB
zKA@nWh>VIFbN&3_JL9d_mxG-a4V{MkMTeb<Kpm8c$Jc1-82Uroma-BOY;AMSLo^fG
zSb;M#=BlHk$Wp~xOUpqY+*^V`2f|Yeui}Qnau;wkbV;o8(U2lR39#Qo)@>?iS3Z5i
zt)6BFdtl2h!1gHX1M5jSPdkCQunsaca%bSJgWG0Mxnn-Ofey3Ye6R5yIXMVS*v1Lv
z=z|xUF?ERB#Z!=ZRP?5JTSeD6SiXi2cN9Y-;n<iCH|9BKWpZyKvbfEJZQe7yrbWRp
z9KXi}V)<%F1X{~25aauxWI9I)(x<*Bd$ZZ7(M_xO{0TL(Gs{BQllku3w$DyUF+X_l
zfQN^tI^VcX&}Llz{=<i<Sy>b;qE>!C2VENx*&J<CXi5f!gv_nm2s0o5ybZzhw%^VP
zGKc*ul@)ZD!vTaRH8Yd!ji|NbehQRV6Ci({{d6q=Wu@veHBaJJ1$>4O`N1Jdu2gvj
ztrdl6@E;IhPSTvLU^=wT#gD6G-HPQBa~ivo69~Zp6%)3gpnnT`AcQZm<OJL&&N*rr
zWcodpqfVui)p)ECxFI)WS}$RJrTfonV31y$Znfko>!8hf|B^xTtWTU>8WkRTk=@1$
z(6k59uo4X;#>jL`(LHHX%I+XoU9E&wO^&4K0;TfpIa&uD4bAO=7^3R`QE5;N5<!2s
z4*{qq8l4J&$(mVv6TsF1QB*n5;lBlD7MoJBNzkJaX45SRp?iDoaKHD~U$||oLKhDu
z>Yup$IC3N$&B?q0ZZle~JtZAg07pP6uG`}x-ixCtbMC+7b`<h#1ogrme-M_<KBlTZ
z`WMS8iVQjWG<>qRF{Jx`>p{f?FzVZDV>D8T>lSRSKED9H%kOa1t?N3n7-iv_shH+1
zYdPw%jM}4t<(L1_p8Jo^!gWwy_6+B1KQDnw{-AUwsd@X3$3tVFspQVMFNuRnw^ENP
zyG|)Jg#B;Pg67r4YX6e&l^uSB;4Y=ytMcso_=xKB-f!jix&?&L`nsl|K$4o88W|TC
zd{XG4QH>8tP-y7dZUOwKP=FMoIZ+KDse1~EZSVzhz?lE%&!4eUZX&3*E<b;isS#%V
z)JH#3bEX|`MduD`lnw-8FR32VU~w$?F!}hJ!x`b>+PRhc4#<j=$!rKZ=54IRQ@z#5
z!f?9{vk!faO;vh_C@{RzJl8iXb2VGvUk&FnU#-uUI3qgwb`ZBTtwcere4y*oG_5pT
z3hT<1i*w{~((l!Mc%Q4M)qo0q;z}i|1U>HT){Z5=zev`+MSl!%dfWdKp}D*!-GOv=
zdd#KMF){|AV;&%fCbc#)hKeTmz=q=9@L1?~xb>BCn(iOnA4+29DeWIX*b?4b4<De2
zH!h={To=lhc=YuSJmE8zMQ>>EAuk0{7fZ;GZ}&1d+V((N@=V**g2fp<vHI14pZBE=
z^h17|CB1#FIJU&;^tKtn_3S+0yH;8{D5>6XO(ID*L+Q;^n}ZR?Mw{mKr1c<s^<Bo$
z!Lq|oVAgD*7i@V10kU8lJ(IkOD&@Wvs5#HTJnL@R<T=se7m8`J=3<f;z?-!k)%ueR
zTHrP{9QHA#ynQ?66mm}N0^pRcy;1Q9Y(uQ^PShB|vF`{u=&ed~qOPgH+q!Hf9*UL2
zpZoFWq5PbWK-M#rQ%B)0<|rM_(Ks5WL<B3eAGN2lN3x6QA<N(Xr;N;!OOiq~kgf$!
z+sFrAgk}O`;1*+XqWp`s8S(HsebQk$80P@w#_%2(xwn=X4jW=8FS1RHv6k4iCGb2!
z_~ap7l!E!_?SYPdo|@%ZnfI^tFFn0P!H_ML<iW5@$e&f=F>0BvY-M#=dV*Qza&jZI
zDBvT5=R@|**r5zFdGBf=Z%vt4De#AXu@BrEf9xJOr4;$%L4pGTAB4j8f#Tw;H!Men
z4PH}TxD7aqGss2nZQS2lne3N9kh@S%LTL;V4<~&vSN$m8Pw<s=jD7M+WE^~)_Z1(8
zglisqk2`l>56c9i{EKI!W+Q*6AML4W@;#skje&#F9&Yrm1q~+Ep}hpq@_z|NGszU<
zuz~o!=TL7z^5sdzySP>YV3L`?#Q2fFWzq`<%i$M2b(7Q(Rn_F=U}EQa96|N1kMBjw
zL$U6_(-GvciqtWDS5Mu%Bonc}bAtbH$F{<4#Sr&;sM8%JyHKS#lVFho2=1HST>|}q
zkz>ngvf9JH;UYef4Dad8Yu$96^3qBs=GDr4GEw>2%&R7!)Q~WF2I<NE(&iVLwVS2P
z7D!M7m^G~?yy*$++eFI*4lXXSgU}xB-~8?35G-GHC|kO$+LegGxIdjF;u9|;j>#|#
z2i3k$$|?Zrd58zFYc`;t22pGCa=|Omw|np-N2i{BJ=Q!Y^nJPUESb;0maq3586k&8
z!IUD`pN6>a_&~FJI1Gt?k=emukp(RwNQl!-SSt8_Za*+0X0zfMup7K&O|J$?fTV(e
z^EI_W#{@03#RQWZ9|ki42h;@Oit3q7XmTQ6?N!d=%c(|Yu$}l0S_AcS5UK&pp_h9l
zkZ{sBR+{k9)T71~h71u&5BL2b3bn#E3sVhRH3Aw$OIrMZT$A;1ZB(Z72f0t=iGN<L
zJF?uq2fnkoS;*;=GrT+bTu&3EK!X8;MuB5=a51_UmQq9FI}upaAAczHEaVpETVYet
zO<n%;d=ZRrLmPXEDVw7Q#+#&95=Go^9tMlnujL*Grtk^Sa`sH+O(d{HU#5_%MO-mn
zz2}7ku~ZHsmqlUy?uoxsC)o?0IIsjap?6R2zpiL(Hk_C9RJ!K58;g%UWO=kf1mUM4
zgW4(-$EDETpDsRLfkFGpLGEHrpl-Y9ExG^*$;<!Ur37Z-ze5|C+q|JkC$G!U@xYoH
zxF=;3O&~|cv(~ezErJx{IVm9*HK?<ZQ~Z`Y@61vyyx=^d(Q7S+2{wiE1)}IYS^ft(
z{6Qp|ixpEdK1qM!{SfZWk*&SPBmr|45thS4!88r>=n$*Z4otuDP_jrQL*h~i?fC4H
zDg)SM<tT%V$?M)7ttZuO34P>v1?t}jcSuhlhnfma-L(5|gqXsqoojooHrl^$y&n8T
zFrnY#TqZ3py-H8LLC-WYGxurTEcTW3kL3b;1>FSKE+vP+KWoG3hkfFbsNERWRtN0o
zKkg1Yyu+(JhV<!=R5s0$pvHjtI&@NR9)$DLYiRyFWI-eBkePoY?4b9IjtqIBrvx8t
zH2)NiCi5^={o6HYVr#_?+FdH5x11Hs^&+gJo9v{FrAnzP2H%)r#MFACv4mEaw-bzF
zJxq@mG+POKKPA}K$b2Q%2%&s75Bj6g-jvMrVGtNIF*%DfXB?t(9pqA#V!596$|ANU
zbNM6k(U1-FPt?RlWge4Z-E8|k_6F||A^;Qv_orm;;}uZJ4@#|DRn;qD{(A0jj3#Je
zXOCz&`TS#a*S?*ici7&oj~!qYxva|)yJl+x9S`BlXnpXuuwB@3v#lIH6-pCaA`LI?
z*Ke|4u&KP<8Hmz*=~r>7#&-Qic74g}W-C43#iLIpP|!7uIp6uEp?Eh4y@0*7-Nr>}
zJGoV>b^Y0|V4xs{fqdH^uDgIAVN>J|Tgr!IzF7#@0s};O7(4WZiceID?;p2YLgi)4
z8Q}kY{ffDGm5~%-5~>yb>(t-gLy}GtlK$f%dmq`^psy3?kfLRdZCHIh0UD&M<3Sas
zT}*F@=cB*g#GM3D5^tViu*3HJZE(RVyBUOlE|_*9|H|n<CX%{H3`07FyUp*TeXJt7
zY}zo?J&}Vp(D$lB581`SeSZ$?eY_9cf3L=gXibIDN(*$yMndXgnm%#i*e-B3o?h!Y
z?irdbR8<A|kSFK+eL$uS8h`z&!1^-=bW71Iom#hf=wXv#-#6VY|Do`>53diWq~9S}
zZgbVG3q@$_@nt?e@W$I}3NBr;IeY1}ko<CB_gq3ZGdP!x|1n+$S%utoy`}SO1-$8F
z$W!~{0G`vR)3oW0Ecamx&<U#Kp?uYu0?s^`J5K@4W|0D%(r3d0Hzd%ZK=Gd{2H^|B
z5UnZuiJw`Kw+arlDg+^IipihT5}l+K*(YL3ytGN{+MGv7G9c6seV~J1-267G!PxQJ
zrOJ>dMXnG(wznY!y`{(b$YuK*XMRU_t>6YP{-Q*GK`mC0@{~w~-l{t3!{KDN=el{o
z-+cBJ@_%>TF){u=P6O)4^iSGTc<t|K@OHy%3J1+D+-%d=A^hoe$s&m%eOXfGo_Ppi
z`A17fc=&xQq(i~jb$J$2*Q%36IOO-MmS0mNerB~sAL0xO`C0%5GNonke&nr;`F#j`
zc4;J1f2y<OXD%0KCr6U420mAqlr_8DyFsp8V@YIP2fx-_^|conLKF5~l&OhXwv+zq
z#fZn~<Qy2w<OWpKE;jwZcQ6<S6N8ow#Rb4y;A_Y6Wi-LA_8x3E)A8L14Y9hvy1{dS
zZf@`tGYPmvmFA77n@q<Sr#7v>pG6&7f2S{4bP~g0Zt&7MN@sWMZB}WB(-ls?D$Jut
zcx!wk3+b>IXybkDK6yGx7|kr`0y`fh>bZq5!U5JFF|2Oj4JSM(P1nw%$s+gv_R#jt
zQAi+HVnP}QQupK+$sw*f!CMOnipLU<vHX^K3-vR!$hiFmNeok1g1ALhbf^QsEj{+s
zV|l((^*kA|UbI&xEpZ0LywrJ|jK6}fzoFmH0UQlTYh90i$J6qtr!}<ylZtvE@jH)S
z{Q=17uas`wjQQ0m`9X9zVTWJnc;h`k#G(#R8o)K$X<Tp2{a|QicfhATPnEmuA;qs$
zLgrd{3IYTqqA4L6?T>#UC|=wC)|H&%axSxehrd`lW5jzIh{<I$!sJvG!uB!Q=^+Lh
z>)<YzTPz|XnU?~w{N3fy*7i2XV=4SX8k!HLowCql@}#pIvT13Vg)FK{CXQ^llLDLM
z8vosaP3Ga)J;kfz=HQ{Km;9V_p9Rf}fi%9ZojlzfnG>`!#1K>jq$!_YB3}=m{ngYu
zHqXmMY^qLfFY*SrK+1D1s`Pbip)CJ6q4Qo^1VRDje~pLC;kN=e(<?|xXS{$~qmg2t
z7XEc=17QfMn|^s0s3>mz{C_IFr*Oe-iZ{4UObbsMgK7jPs`ECz^a!Ma<BD--E}o^y
zQ*&j*-2U18H0uN*@TjuZI<<YLZ%=W8#{pb#a8!UQm%zbbr4)xTg6M(0`3?lkoR{gV
zp9r0ir=!gW2R7NMe>JF`fTTbI8mQ`0vaYdxdGsglWV~0|dA(>xs^bVxpYhhS+dsgc
z{b`os#*kE_{(T)y1;UJw;tiZc-SCG>XPXGOp%|!TFrPvcP{HHCktY1<m#_P{?gAk0
zYDUK@<A-6L0xBrhmR7|;uK-Dao+_rytfH|_@kD`|4jE6?<z_69LD=+UzKX*4BYPtp
zbSJwpl@VYqj|AB&BpR)DoD&#(-E85*#>{!f&yOx8)G~FKWBnAFq6$O0W<!Lq)?T}-
z4&P$v=b{Xi8~Bf17m=c?-Ed#hx)_zwB<4OuVArtAW>{uVI^9#40hJeK6iNAOWoVB9
zVJ3+f`5*#o9~31M36ffFO*8wn09gGcLIry<4Snq=V`tC3wHiv_$crxzuE8DzAMITN
z1=S&>EKAe>96+`8z&jbMU{1g>Onu^S5N=^yuUy(~*&G~jPD;y|3)SXNLZNl;k<wt%
zh)#i8mkp)%DPjy9o^G4))lj)0G8oL#31`w%Y}=V?1-vjFz5Zwd$PmS)6#-Y0{@gLk
zm9OATymJ`D5i|<@VYn<%_{skY7cSKN{Io4=OCg%OSUMPzRAoW>3*&vh6Q4Ln3${AZ
zZuL9+EI+etLk5h|hu3h8-4qVhbFZMUy0_MWxEhFJ&FDW%B5Mf)TTp?c>-l?cL(wcC
z?7(~rAb{gX$WLvy(?p;Rwem2vMPUX^<jLq+QFUl0uVySC62q(u78OCR2gd-DLLRFe
zv?B1g216FP(HczYz;KJq1`ZnNCHwKw*k?s%+SVj%nGqz;)4u%?1i~-E#}0@Jn6C28
zv)=zO3<aM%6oL&1{~^`sPl=N8z^#^;z}<OM&Is?<-*Ikt?s(m`iNN2EM5bw3n5!>x
zg73T&;Xlj&YpB?d;>~hSUnn@UW7jPC8KkdtOT|Iel$VLJSTI)=<&P{oZXe(F*`1nz
z2M<1HLd@sZ-BSpRHmQ;eJ=W)6+`aw~m)^U3_T3rb=%Hb^_EZID5G}ns8bJ0hM~s+L
z8Fo;NO_hajKZoqu+5|Htl{COA$z^nuenIOTRYS^VM<I|+LK{|a;0KV41UY79zN_&y
zf>hjUBI22Iy@h(ieN#y-!tU)x7RXF!Lxd{0^Cs>Cm?23%8s=FMB+i{@I#<WHm{!52
zYcLdKHS2UV_eTXICRXlxS}Cn!wt5?zy>z*<(^@!_2m|V5UH1$cMGX&r#0OOj+E~tZ
z;eR+&9AtN3Z1@TFEbZ4Vm-l0fJ#?@yQO}gD+mAwQt3q&^xfa5E7Rof$SAP^<R<-V*
z8kuyTD9Sxw`7O`i9J#Q=0CmL*1r{T@blZ~0E=i?_3n#o5ihX~&Ktl*#A59$1_|qxl
zVVi;>7pQU@0fk`$kw#E;NRVBOi+Zwo!}FT-k;XMAvT<L5Fft6RHE;hk8)Cu~iNXR7
zbPUNNGm(E^4=4&cKtLPHzUDcZ;AY$Pg7&%{rMNhVt1CcgC_zvEprQMT^`Gp_58De5
z-QA}3r>`gjC{`FEMjzXJD)|xjgbPSt&c#P@QViB7<HTsQ?X=6oVqPo74Zv(GK3DRG
zq$s4X{4xzRs}q#?DMfM~>Pk4*A<%0mF5OdHO{HkG0lUddCsm$}o5!G%tFRe84pAz=
zsxjNQvi1g5^ar!=XLIJSQ4bOPQ;7IPo}0u)F$TUcd?FmXAtW!Z)kQ0=^|DqqdTj#8
zyNcN~Dv;id27sv9knbPBYVucmh4$h4pY08hy*qxB9O2c<_&Izme8O3B8amypAvZ9B
zf{sQRrW)9nHzIB{qFgXLmyPkzZtYlJs5;@tIO_?}O9HP3V`GX;pcq5>y+Zq+3zDlP
z55^vhZ5y_l!Ym7z;^}sTWFIn9*ZH!(e!-&<Wn3(8?C#1<+-l^jvuAH30cN$%0>dgI
zbkDQ{GRGARBd@0F%*NR<29mfI?z*dbP%gWs$;}qm=0OPqopI3yb2>TN{D(WtFvOYL
zkuY=vliE_jwJ7fX-hH3}jmkqI^q;Hg(hy%cVX3I&M8inI<Gj43>>rC0fI3b5o;(bJ
zVG=ftNW0sRlQl%2isJ7J3!0L+*#8XRzy>T!hF+d1mkeDOpuGmdjk@uC!QKxL!#$^#
zw{q8$ZsyYIZI}afYL}`^etXtb57iPz4@n2FgT&(5F*n10YF8C<pV7d-#}glp`{dm?
z@+*n*gasCaH+5{`w4}w#D%p)RF=bHj=HA4=SZV2UA})TwkS(ki2Cc8#$IGiNIndx)
z8KylxbIXsFaXRi|hTjFU)`OQi@qPVuSZ)0-9PyjF>9v^{)wDI`kmr$^9VXl$igW%a
z(2-d7D=nwG!jl+Exf2)7AnR(M;J&tIgKxF{XH&&r<I&I|Tt+rTFm12~1aKb<RQlOp
za5LxjHT-RptAm(`fdGpwLvBSDeVno7ga8_-0%a0t*I-J!5YI-LK?IKSpkY#FR-?2-
z*fn<PdD;0g&;;sC{8wu;#m}i)<|$r;tYXFDrD=z(xf0JtLOid*E&-hhpz?9`anks)
zoJIb!|6pa)O>F`LhzW45Xs>rl(VU5O#`-Wnt`EW<3A?PyfG}h|ph+>!m?g6T706Tg
z<=+2lO2X{Z<=Xo~t1TpD=}j!VBUg=0jWhn##C$O+igVEyBsy@&dZ+MC7JnNi#Y59T
z@Ac*XYh>wm9i~)(^C4uSAr+ry&bfQ+SoHQaBJR&x^LDQM%43&}S9@wLg>D?gvV!m_
zIc6A+-zXC>(Qu<DyDP<T)nGsVcH!k&o&zlIdu>ctQcErE4Zo1tBYL>i>rE$<jH+$%
z82HOUyZp{CeWiuG(CrnicGNwvhG#WvIX_;z2JFV<!ZY2xZpb}y4IFVz0MxzcU-lKg
zB*NDB(jNu6T#i9w(-YP}*ddmSxcY>(<b$!a-CHX<DSC{uG+HP8%}ErZF~zt)fs!F=
ztY7gHOj<zK1pvj{&c-KdAhqBTVT2`!d5SaZSC@oW2A3tEonfwB_m+LU?hN~-h6FIK
zAnKh4zPi`m*SFLBx9{d`7I7kkfnF5z%%2xe%1p&M0*sc{;c)dAZub6;+N1KaEkb1u
znz`HbkJbIVx0UlcOifyYc^>n?6G%zUt~GJeIi{O{fb(YWt|X5*U!0Qxe=5ayeC=l0
z%?26dkXt+6fU_ikC~y%uH(<yXMJ7l2pN$%f7EzhBC${EfFg4Ir07%j}ZdMh#P;4QD
zLmF`#5+f*BLwrjWle63lxqWDBaJcXX<>q=43OMTB5!%Q&4&u@{eDiYSZxU_UNq9e>
z2>e`9zil>AJU#+j=zWszzot=$0Y>sWq=EQRA7y|>ni|2dqEq8e){>03W7gO6`+@$7
zc$#ze4o6-o=Tx?V!53A$pzftYcQZZ!xq?7KTK@d8PW*UEI;`KLVw<^F4g&4~k8&1O
zYqc)B-d*2;yKHRNc1R#6{ZDri_C*w~{S{A3rrQE)8A+|n*j8b!cS?uk_R3Sq?+%^s
z*o(CNAI9DToXS4_A3rT25z>%7>u4y2>|~R1oP%V9?384$TV+>fMp;>L>|L2zArVEg
zv$8Udz5U;J^?ZNV|9Abz@49+=p6hz*9QXLV=WCp2@Y2_;AF@Y+18<n*i)5wqlez*X
zPY!%*CKvzq3q=+xP$|mT>0H7|YlbjIQh@{~r9J9v`KX2FHLPpz$e6K#CIKvOIpJT5
ziHho{w>a&lIz(XkFH9H^U(3;^W(jXWykW?UiZEfI<s$vhLjYmWufWOPU-2f8JS`AE
zDH$J&jXQ_$z4>6mw$liO<Q;{M@YDAOB?hP>qVr*XOJNTOgKarjUY#N4BhC!F@1W;F
z|0-bQeF#}&Uo-uF0f>s`o{^-`t`I*m<$ct67IXrM<d9$y<k-?Z_I8a5yR-VFLp7rC
zxjBmcsTjBi0T^O=x72@yCs>79!jBeDvVY+2xe@$l4?!DOz#}JR3~0W04*l8X4_OV@
zFUoO02hgQ1p2Akt^n)bi!&}&>%Mtv+QFI>-cT)sV8U|off%R05jKGf0^C1y)H!ZN9
z-6pZeiKepIo^_yOl?SMfq=(gC?mYw<lMzL+lN0mg(ns-sw2jb5Sn4GXk|(myw~A@W
z2SaUcFkI|MxH5=gv@ah`yBU57deUGye1kGXwH`^F4w(97g}Ot>9;f?Q&Y+lLn~^s>
zMvuRlJBO?fV+`F)Q23F{%xOw4m&030N>B$H2G_dgDo*0BYCWWyKJ<O@kLvZ%5Dm~m
zWd_zk5y?y>N-wYb?&k}BPxQ%OO}PHgqocJu04ft@-tb2ATW9d=?ZZ`Lb^3hwQZ}6r
zl;?h41KPI6t&0Jo19d!aJgE@YTY)9Fhb|m?xhQR^Y^Smd!#wAKWaC3Q1u_v*DLeLL
zk?C+rLtP`l&p&hMQ56i~fAyjITl_XBpzb!x3EkX%1V|>3P9DfTZs5%RV~Exh$f{`n
z4h2e9DW#Y2>fRw{kfLXq^54&>mZap*Q<rN=8!s%Gog$8qJumYbe*W~Mc3NQC(R1vN
zF3HgEJ#h51E9W?;>_)KAOb1XS^Cu;VLqr3)<HAtep1!i+ba0BfyEnIi($T3nwv-7D
zcdKX=&~~i_at{E~t`3DOj0%pHX7}osoa$PxJpcNEqwgP&53c#v17%taLxz7xQRLD{
zB)LAhYiS!#T|Uv49tP9<4pKv2o6iY#yAc5~ei`2bmGtMU5_{@nmRJp~Go0xvy?;ee
za)VU@R8dJm+@fiLjY|o1oK@)@ylF}x0H)cu;Iu(Ay-2`njC~tPxHQgklBD3b`T?dl
zK-!!et9mjbtSC#k58Smj3uFT6^uZ|J`4|1!hu{_84S^#9l6*!``9Ain9#+JMX2jW@
zGJ{M!q`XYx*>2E27|A=-{H<Kb$CLX(2LJiBuCd%&bY6WA>)UB`fUQ!HTp6!;I6PPr
zEG?5YthUbYK<p3t@DvN3{8q^7zPUc&S-yjf5yJfOylQE*lMR4aK;>pbT;lQkvA?Q$
zkd*hwVI{uDvx#u<6!T7~GSJK(ZjxoV5Qo*j2269`<eIZN6Xx%D^z8L2YXZCO2pH{b
ztmljinGH7Dw_X-)P2Gh7B%C6buBJ2F<99i$q`>9%7vYxK#XO1YH{+bQngYWSzG(fv
zd#9XZVnReOS>EwGdIj9KQ8q2ytuTij4s!PYo)kPNnMUF*d2KnM87#ruwEr^kLWa&2
z)S%&hR+e;z`<k9+{q>7RYRjie12xCo0eb(r>$9<B)J`p=;{~PNGeS{|L90}AldC2N
znu*3vJ^3Q$$dx%gB@0S)d1E66S{ERt3axbT)9?!)+tw2C+D}6m{!S~<66LrSV=5Vp
z*A<y=tft%&CU9A$^^x&y`*AOk7;;UAtZy&`LsAZu*f&7IU4576E&*~^DxsMk8#I}V
z!McgSzD!!(;|itxHJgX$tj-l@58gtoQ1QN|3Le0WWY_lC(O0F1F}?b|`tC6y-O+qf
zwWFwGzO`jWGHU((Zt#O$@;f^F+t2*ZEy+{Oxmog{#tq6Oyk;tA))K206E0=f{*C&%
zpK<COKAN&w>0vO*fHXO$_jDvSy=H1FoGFrNK5|G?>&7*hiz7B-7cXlRrH37TH40zK
zoso65(AP;161rK!%RS<P*Y;Cl@#t^_T4<ww{qYagL-uofrJdEZZ8My)N@pE5XdtcI
zeFpuDk<9erGx{IDm1`#jf`JGeS`fneHO=>t$RRtW_DsUpsk|h$r1oLZNNGj-*V~pK
zB9qRQBM+le^?3qr%O82<^*=QbtXkug4i@A3H&WHhSOEWtC!ekNbb8I#frkntlz%(z
zt6snbRretRleB6?%*Md}%v#FKZ<Lv}Q-sa26@@8$=uIHK@>|Y<hHWG%CsYZ4#^S8)
zDbQ53EE2q=um0!=0fhJV>1diF9y_jYECj@@T|WdVA9?gw`4Fo0CV2WkoTe*p`?Y72
z@E?wnS8Ae4yYlj4fqzKi7g9C3fw$3J69MiHjI2yTC)9#ndM-S00Ey|4>pwRJx?q5}
zAB;tzW(FZ&iTa7d#+r686Xj1|lg(U#lyu;kAl>zS$St)4M?jPq=4EVWxG<^=a(gDE
zL<s1Hj9CpVWhPSE_lTaqwx97|Ps4Uz{RPLR>L>b|-0-%FlJ!4=ZGdgTN=k3}i=@C1
z;cB~=AR(ExH?y+MQp0CRqABoGjdE1^=tI3q4xVjZIo5s8m1^DldqoL4J{l&=`AFq~
zi36bWkdvBI`%p{S8YZ=CA<k7`__3h|R?O4{mf^Uv^NXdgMTh?&@cy*R`yV{|$^bAF
zqk@;t4XJ1Gd`qtRx|;=7o@<(TQZ!(7l}(ddCLXH9RcpTGz~tnJXLa=hk@8p3wd9U>
z6en!*_R}EX!09Nig+*TYf0yOdWu1xq3J`TzHpq5GlgK~^G`s#*^`nuvGM>d(UQFR^
zDX``V)ydY%(tA(Gr<L^~-=slZL*o&^=0Nf4HXvBu0aBJ0`~^cyPW}Hn4F9@XRZJvO
zY_85VAgFhN)0_ba86*NM2n3bDMF_w^(tzi*olK2F$yO8J($u6pS<r;WHu@;~@}c*A
z*USR3bl>r`bkRD;S8>3>K9;e}hRefUi&ahga?ye8;#{-fs;_zr<J11VWnWvf2wx56
z$&VIpwtnn9sSTI=9Ar)x=M+D2AjOzlcnZ8z@j3JLLmexWb3UINKmT{Zw6S6?bZ`6Y
z4pFm+{V*yA9k8*nu^+|O$5F>$u&)@N%FJDv&UXT*;P(&5IV2^kYMlXVtE8lq2hgvx
z2IVJEPG|jb!?W*l)8btz!Lg6!VI?>-gJ9a)%-caw5kW4D#JkN_1E8O*V&H9(<=;FM
zlLIDW4*j9Z8*2Qr5v|8EOt<x@&kO69)Rm6|oDGxrEywHoQMSy^Pq9%oM2Ijy0}14?
z-h5;WqTB}~a0i~_MoM-S#d+6X7+XC20q-XlwKns|&<swH6&P-6SKHvb^LU;TJUS3`
zas;+zNkv6RrK}A||6jB}lpN@JbtRNj-WHUdlHdtqUbkEDn|?a_zu;NE{rBX-D>mod
zFy-$b`TL%b9R{z+=xEd=iq+E6lAMOduhR;(`EZ;Ycpe#f3=xh~-5T88W>t+7@j;nx
zR#z(iU@MZ!+Tj()c-2l$sB<QZ;{vhL$LG(Iyl*bn4(tsY*;?3ewR3cSWgc)|^}Mhu
z!^O$-6uw%C955pP670qTlO0$c{Mj4qf!_hv6q_U7(&u+HDNyHA3zY^p24=P;qD`|%
zQCY=>x3T@`ssa$_bzn1O0>GuDrxg3L6WGydJM<Bv%1*}3-RFMj7BB#4QDydOcjmjd
zQFj}V;H~4pu!G6OyN};EzmiZ%>Bsx@&$!+GKa>jd4@3f|Iv&{k@2tT8cT%7UB^%g(
zHlXUCe7WUxAYCxF%{$Q6=4Br5LIz&l)R^1A({i59emnoeB-mjJyoi8yzdJY(=O<5y
zx4~4Iw^Y&<+-76{t%M2HXH!7*j<oH?9nEk2s&>>`)`su<u_L<KQpF`W$>J;T_TcnF
z7-a-yO*QuK+2?)bQOI+y{ROQmX1_K$4XFh_Ulo9z!RPI=9KG0Wu}4Nc<4uba7Y@YV
zj@~}#H9CLz!`oWKm1{|AklKT!xvVC*DI()9Bp#tu5^W?`nBP4+&+xv_2EoU~y?8z@
zFF^xKcu)ZUvx+}+(__S@6`vtvoqX|q!=0v)lvf=Y3|4hkCi;ik4((0F!OAhKh+AJU
zzQ<qE-OV8~15l;v?x`ofP`iDfbd$48vc2`u=H0mw!J=qg+q?xfGA<h1DaIS;ZV2nR
zw3)e)B8)FHGJ5ow1f(N3Zc~LFR$pIVN6$4z3h141|FkF=FbYaaH6Nd!3XSL#IhOb4
z4H+C|r_F);mFqlU$8s2>prG&pIAPgzSPTkN1FkVAd!mEb1S)t5Bx*&2hky%p-Xb-$
zmpR>U8VszfuO9--Ls6iAp1JD=u;Kn~M}L2R<TR$q#rd#zJQlZ&#|#Q)97v%T!!<Fx
zDbhDvBK<?N^9ic$akkoT%lO%?_kMI>_Uje6-;jOstucP%ba37HS##G6VY<|Sn)#xk
ziMSu9nrNG(8C0a5rKRvjd$Mayu#9!)yNXYh7C(v45cU-xZode+0W)pZf}6V!hb7a$
zAzkl1cB_d`;_lV-@+C%1I0}3QDc`Tz(f)d4yJ}4svu<Rx`XH-}qhra$1CTt_DYYl&
z?QBfvCa2a{@Tf(u?zG(Zd{T6oB-8-{N|{(XH*w8aQnTR>PDcX#dZwngzir3Cb(Zt$
zxMuvw#FNJ6S*1#k2jcA-3~=?D9tdIdb0odWX!)<<n&CV8({EnH%zvD@|5MUw`(SUH
zO~a#u)IWPC2Zt+2bMH^RX#oERsrz(u+rz<15hW>~)=L-PsUy{9Rqc0=#trlx|7!A;
zn?Bm-ijPE)?_O{YybA70;%9a8FaR2q!Q+pDgetIWObt;+$2&k?goGhskHL@0ex`>3
zOlKN=4wdX4@8KtMBvw|k^uE1+{5$yY*{rTXfaKueA(OH$R=VZ$ln;$n$@0OJ(}iX&
z1#abIJ8&cqF`S=OP%XKa-YG~G02ka7e0!3}(V22=erBHaLtzBgMRIH?Ih=K<%6#YP
zTyvGv)i+Y<JPQby8_kxDanZ%|`nM9**|bhQg~zQYGI%OwgNTt*!Ut;4p5Z0hrA+yc
zUW{^x5@!i#0x?H%de^{N6Pyof+ikcteB2r0@jN7yq<oEy!t0-bczWR((^WcFk0sg{
zO57VOGfzQquzaP*y0NwOW8!r`nJ?CcmNqm!6>f--ed+gK^6+F&h&ku=kJQ%G@ZbHx
zf49Gs0h4FaK>dta^n0q?+>iY0I<wt{ydn+-yKj(whpt3WArW>dC?2%|@w18V*)hti
z_a1^muhCTyBxV-<#Fx*-!IAWn-8@>B4WIE_`0c(fr*|xH1rLbpVIe<GytvdjUW<sx
zA`a3;JdDqM<t~?8rfj*C8pgX4hMlJDqG+!D=4)b`v7I24D*Wv-KIr;!njw{$ldudw
z{n}!tFbU6b<x=M)%ZZ$j#qBx^J>`u3Neix|6o5yPbOrRw6d6pcabs!N-hpd2McC{H
zldw!};|p8PBza8sZWS7qa=i^sJm^QrtLkMQu>*n>u-O2lJ#w#flIKNaq%mMl3tGj2
z<<8={W)!W$v$dRy)IUCO=rtazVQ3f(`Q8{DYNN$mE}?3vdHmC!nkpFzc`DdD=H|_>
zw#`7)P#Rai;O;alZu?W}<~S9Tu)0FVyNCBN@9f4Xp@2A>1*S&*NbI(szkfP&nC8$C
za>9|`R-4-HW^<d8!FZRlFC({*F4xTEW15Fv>ApIWLzghtF!1bJWS=GF^kiL^xw%Ab
z&xo~6$+%-v{b1PcuXeY9(8X;CniVX5x%exDfO~2|Dl0wHx2#rJe_Ew}8p^2s+HgW#
za=Ab+yi~2`XGir!1k!dW&P2pbjHpm;4FM}!z&t3g(x{fKdt3s98v%qJEoj3S@4ldD
z<OYOoE${#YVc21?v1)8?uC1k!yz6j2;RW~6V+Q9~%Sx_gy*RI5O5WTMTqe=l#=81_
z(q0(Z5d$H$pt0tt5ipp;==$y11`70p4Obi^W6G%(#AShrgM-8FEQAM(h~X-Ru2c1!
z>T6-T#1he?vY>MQNP<Qx^DBom^CN;};A&OjYRI&I8f$s#8{7(EZ*%+g0^P(&72^Y!
zKz`Nry13OVYjqf?@)LBd4@4TcpT6N|OFEe<R;`h&`=s4#r1R^Sqc#D@k%^d&;~wD~
z8#6md$Ij);mw$qJ>pslq1j#`&L`G)6*_Zg|5FMyNb;SfHn=>_)`7Jj!rSVjA^eflm
zP&^Puqz21C0s^?gC2pU8RzJyyJC^DFyeuiX_se|-IQ@^~D*Q%eYmWmxHPKp6n^lfW
z)hhjwB<t^3(o#s8&)A{m<MT~KwYx#c19M@YLV<K)<IAUH-)>^7f2EV|Jrm?%bKP!S
zp5xs8_-e%37LH7(wIHwf!Q5Y!*zN=_!Ow1*5~5Q?oHJ3qz~wxqZ1c1&2rnKzdh{od
zV;fM(NwAa~0irMe30*@!phK;JUY&kvi9v3|K~{IKV(YFXkQ{(2Q~^;?km}0OzX(Mf
zDmwsn;VfJC%E#fFEbiU&)yk|#*}}n1O-*|+zkA=(0H;c6tn-T+4}nXk)sdc-UHsVh
zu(1cTpCd=Uxb2g2b{39Dc3i|rb@cc2;l1|X8w2-&DE@}*^OMYueYYVL2rFaFoP2kS
z%9I!mHpSdVPHiL$O=@)OSQc*M7P&EBZy1^s4=88ISaFa(oy(O<?vP6U3N}sG;rHYY
zHcr8PtO;8`X4ma}cijz^uHGgiOQn{^$=HhNz2!}CU!XAi96e-TsC6}nRWb<f1uJlN
zih2wT41yLG>`?PH=v}0sJ_QZVInt(EPXI#Cizy1)X|t-Q?*jvQ4Cb<sQ1ZKXC-ln<
zwte=6W9eSS#Q2yJtA1GD6wI=;vhxTOGwc%;5n&9L*htSa(AM??afe~}Ci#aC1<-Q>
z<PA~hk>^58f|Cxud=v?vJ}KQXHFY^l25-5Q=^T5vg&^5yd<BlcR2_|<WJ123+z#8g
zcK_>j^NwrxJFegF;8f+iA9(v>d=A^iS6jD;!xn35MIS|o3+T%Ls5A>f!Q}U;%gW{*
zL+1U6FU(7v1@Jdhd`Wnrw_0h2?S{1d7o2)5v|-QxY=%Re=v(m;!MH?V=Z=;0Etxhw
zYpHwPaSg&Rd9CQ-Ro#7vL1{)w$#*`Ah_Eoa(O<v*^a0b)bRoUTfu*GeNdJOeWFpl1
zApIK+yeGl?1JC;U^nx3P6m2-gMeIXZ?4qKbm#?@@e&yyNjFQt-iKuGkMy)>T7rb?Z
zt*WNZa5X467-bDv6;?nQ1%}rgT3I@eSdlH-WVz=^&6^uBwjih46j&RYo_;zZ_PUIW
zOi;I*f?!OG#Iw4}Q{nezyhZi`Dg`)R@H<R^wnbM~oh(#0JD*q8<lftgkk6gGS1_^_
zv8dx<!JxuJuflJn+<wf+&|OCigqBpy=#ws2uD?`ioo7`Z)OHWPf5F}QVPBhXBFpn;
z0)nIPe)a47!K*|ihWk7OrhK8rFCnnSIbnpDwL#!j)e~XQI<9|4x;=v9u5kXIr+ybc
zcEoFnALHwe3JZG-B%nivw@U6-Loq(Quncb>I~N{2Gf~a+B;YmF>||tM`+!n~sv}d8
z?SqT;g>DvQFZbWCx9$l<=zcR?){#gyjL9;_$v!rnqj^u@jcj=TO|&jyRaHf$4)k*U
zVZ1B0J{k_hJCG11L#vM;I&%?hbhNagbKR!~OfH{Fd^FvnDQ>xg>HYY~KBBDF?)>zH
zkwSrlfZ1NVFUJzpZq202e=d%|(qc)5rw!7pyr8`gJre0vhxp5I`Eqjzp8Y;9Ag9Pp
zfJD>Q@s;Z)akynja^>>d%OiUISKB@K9%>B-eHLXhNS?5xef7L0X>)^X<pG~Wm^lyv
zPoF<uG8z0H9CD*_UnV33>z6t1vA7|Hik|>2L#u&{n;SLEoaoABg%tAy^zP3ZRx*8&
z+%0ceMk3GNd<?O+HB|=;bh9=BOOvxtR~uY=GG-Chs4%@MgGQRj9XuZ2C;|#|Q%sAI
zW7n$f=LA7;Uf95G<_g-PAHQHw2WF#B47WcORuS0Yr0o`H53zM>KiL~x_S}m3@V><>
z^0i1#Ha_%K$%bDbYhJN)=5jFumP;PtF=-aR<^EmZG`rX}yTR07%6qhlIQLYYg<a%}
zcYHz4gREcC6OP5w&u1z6^@E;|F5+vdzh)4$%`dot;;#)I)&__wd7uj}HveHCV5toe
zW+2x2=-O->FtD%$y%X*-7>|5z+#eCrwt;lm)kIt0R3-c7SbpSb1Ba!#E3!PreHO+h
z%_8G{?=w&KgM045v5H<$-ptIuKj>+F3#SO@q551K%bTVvvswoGb?wfb;h=Cb?dN{K
z+mjNA4<9TUx)S-!j8nxdTrGy5*ISX7aDMu{@+$s8@|PgdRy_&MQhne$J$$y^eZ5zK
zn@})Z*k|=gWk(aLn3-PW?V)LiU?px_9Yjr9`fnRZ@tZet>9+YrwnNe#-@lhGMa0Jb
z&Y#PkS>FVS^sr7Ws3q-hdqw`Ku`#cwAtlgT!Xqa#l^IM6&Ye3){pG6dPp^sf*}l!5
zpicvpZ@HVPVk@$kX=!N>q)E9&^K`xI)vPyoT+N#M<k=4@G07>!g-V6xbm?wSH^R};
zx_oKLAsp{kVR3%){5A8AfZ4@gFFvh6>wd0OTtHCMk?^AXZpq0v2b?`8g1hg^IcQ#?
z#xs3r;FbK?ELr|6SGjU!LOi{5w!h3rA|6UwYF+_~Lx*aCdFH(gO5Dy@B%JynHlsrb
z$b@jKWrLA*nBibB*L|t-iD5(YtQ24`DFsAPdl6<vM#em3*E92YeX+erT&LuRANgPV
zi<sY!Mc(or1F82H5fSX?&fQp8`}!5f{?Kt|efBgTAAO|w#S}<<{(F^Qi>riN_hpyn
zMZF-I*W=<6RqZ#6X{NWsH<O8}6tq+1-XJ!E<WS2)c$+@d^>l@d<bab!vmHLU{?4Xy
z&w{UAsDSPP-Bcy5*sX5i1eS%%o}z1S->Ez80U;v_L!s2ZQ6hi--7lB!N|bf~a!3-G
z;>UWtXqdg89mHIw>+vEk&PL#c{O1pk_T_^%Pt4-J8_)xx^3#yK$TPLFYbM%}<m?rp
zD_7VrT%f_&!hEVH_6s~y80$eUfPoe(CeL-*s!TBg{TmJr*}IAKbaZ!j*ki#NmqriS
zUKVy;I*s`Wt;fe2pF`Zi$mYyjpE2;VwV(dpGUoQSeR>)7>+p6^BUBxsrPcUJ-r+a7
z^2@p9!InB{-_-Ilk}lMdtZL{d;=znd#*uoftCpRd{X0Jz+pRVM<f|r1De*CCU7=KN
z7;vFudRq3aq3D*m-Y?;2%}nMG`vR1CWx}zfArec#my@AW3hhP`&_C>C;IC@(#p5TB
z&GiX@E2PZ$kJbsM-ji?52WA7>vQD(fwb$K(fF3;9j4&KNeAvRm!gixvDsH_9yw`Oq
z9oL>7ZRUC35X`#jtP)>j(awQNU`==BHnb&P&j*uMIGr6`T_!N(5q6qof^g68G^-c$
z@FhOq1jd!pIBvL`!Qv|??!6l#iy2`&bt)e|!^mTx+@;`>Q_yVx_Y;m|pCVAc8V<qX
z?gpW>TCh{_S(az@z%RK*T`-h`VjGWj8B0XAMp%7_1(@5wt#0*JgII9wgTaNM`m*Dk
z+?NiRhy+(p*mof}Wj<6Ec<8)GQd?G7D8#ppJkJgaWzJvvmAXS+>)V$S_~Okm(#^~D
zzNyZ)yhWrh6LH_wdF<@@5ImA`LWS(8A?@7cgi31Qg*zY30`Fa@Je$j#`qtF+{mLqX
z!nf{Q1$Pg!ujpYv7TnA+P1e4D6>9o><s><yifqYG>x<){j?Q&ALBd01hZKzH#PwDo
zNS1CfCE8G<+A<7$T0cvtb82BSq7L=a+M2UFj77)~70yu9r67UKK+^w^u8}+s&Jx#i
zyG&4%iKTC9*`-X{+S(?du_FxT>R#WCE~!aw7fmdKk8)eFwYHH5^qr_O&qO|r_|g#r
z&vnyS2@gh8kRJ*#68Kl^m~Mh{=0(uf7&_1c4ixR5Z}wK80stVq!GxMJHv|noY(^45
zy6EZg3m@I)DtPa@0p*!XRFodx)cFE!VnJp~G4ZzDolD`^dtt8rQA&*J)ANO{Pu2#5
z`%)SWAMQ|AC<gzEG&9;5eiO-4r9wD+<y<j7RS6C>V}w)MWrS3AT*E$<oGg3~S@NE9
zzmCP0+tZyhBN>F<Bt442H~BN<B9W(UPWud``)Q>vKaiQZ<+0tl8*HO_MAX<Nc5HnB
z=2Wt7k6x+pWX{-ds^na`KOhGEr3r}rt${EF>Jbd1S7Xo`N3|eB<Kxe}vV>!)!DX8a
zBHA?|;KS|Wzx@FNQa^0qMU5uP5}V$(A3w-3>Y1H7Ri21A=m7Rt=E@~kqsm+`+f9Pe
z2UN{6Q2m9*#5@IQu2@NgMbz=PSM_ZSrmn8;C$xP<x7amxbWY<x*v}0xL(UVYqo+@7
zx3GmG5W0}puU~(diiH{F$=$7S$^IQrh=-@=8z<|B?$P55Y_fXZWF=B@J8%Oe7*QZs
zp5M4`&u__p`2!Vc@JDkts%%BB>BFwV@ayelK(9<joN~q*$H0?_gBt4kKi8y+w2Bo8
zzH7>IvCg>qJA#QRIdyZ2uLaCoo$Y-Y5$k*Rjzt#hx=`>nX9T_BA$_{2_UZFy`?9a*
zb^f$#Ya_vNB7TYt2SMi=Rv6SONP+~j<jxu=l#PzFeF4zX=`wfao5;gH;^vL(zjL6M
z8i5k*19&LguKd1vf{M(2XMJ3-0Z7e5&|}Giq6T-a>H1^Amny;!hWD$+3bVVEL)(PD
z_>yoQ3Isyo%pTPn<x=U3%Zc(j@!X#7XKV26e$3YN3Swk|^r##9+|f2Q;ilr*_hM~#
z2dl(zRGke+Ke?nLnp2<+u1-Uuvtb$d_g6-=#GJREyi2Nj++5oHF01Mpp9twpr1*{G
z7YTI&FK-AxnA{Jau_Py+RNVe9@rli?{f1La{U?=ta79E%h;~)H1SnPZmPiKj)zs#$
zXotOWT+>Bt3J>gA$h`HKHXM6tX}15==E_Vhs@ml^ql-RC_zOTqZv6DA22{~6nzu4#
zKG2Q71maOl67DC^c{6CZ1%poI>(Ww2W)XWS7_42i>A8%GPqw$ONa_KZT@`(Q4Bbfw
zR%ZMEuy>&kOV7^sX}6G3Q9-CcBBC842E3s^VOl5aN6jp@v;8MmgoN`Or3P-MU<qek
ztkb2VKRIqyaaQ#%i$d;r(y}7IA^8~8Z`?S}`lXod>>1V0*iT1Pih%Q2=hv{A>XK6!
zq47;J=KNV2wNpVt_mJ9e>{lVZ{w$rCwym5kZ>f~B)apgzbtLY8$`;8NYi(b&;)iyh
z2mCBv3YZ(iPV2m3ZKqudBtw`CfGKs^Dtlyne9+a0zfjKq-v+nmpjO73oV3o~(vJ>4
zbV{+6?z&4SoWij%hfTkmQPf@Oyk?x1%e}mqQKl&*T5FK1#Lq)W!Mdlsn%sCS5P?Oy
zE=5zZJgaliH!kz%At+5N%Lc8Sds59-Wc4l*M|>gvNa1zfmXDjPtWVa%PtCd1_mx$a
zX7Il%>ryD8s?zW;SPkjpOFVvQ<WlI#sL3*~9%5^L9BDE|O`{+G{Ni+jKT9&9Gzvf2
zmCtJBQ2du#SyR;56xzCKAM#2S>D4AELvWg7bu+X>_yyS_7<az?_&PD7kYmS7OcH83
zwKHTBmn0H!FV`YuwQcSO?#7Khw@JhGsMpinW0IFag)2pKef@%&j)>Fj)Qev*9$Il$
zdGuJ30m|^CBhc}#uWNisHkVdomHW2Sy*X3KS8IQ^!o9iqUfg}fEJXgm&$0~eCrw@#
z0;}emD%@qQ*3`nQkqGR2eY^H6IbdUd7=FQvJs`I5ChOs0IZ~IM%k`^_ho371E3PUo
z@NwhZtp*q5NMs)>@i-huce)mls*>`9gvSPXvwRTKHD%?e{famY%;WYYjlUIA$$)o@
z*5|YvO%smh`zRt3r@{OFLP*AiEq!7VP6T9FOPhb-iVlb*w@xYF?-=P4+R-ggs*6hT
z-CZlhnc4+6X-%73eQ8w7P~al(Vm9<cc9-s-el4YoXDqFAycQLG{=^Frawo@%Z!^)k
zU}}mj)wj~(HvEc$O?tjOGx*=?ODHfw=~ZRHIZo9NZXM;cNkh=GY_w<fzsDPhmp87T
zU;x^e`k5T+lMosef+NrC^L9-<|9YKg>m}auV)5+};&cA${oqxQ+$k>`yhun5ENqH-
z^^5UrZ<&hyU|;3KeH=uNt6L2}t5QA{$12JwEcaj4?h@&%r4m4tPAO^hs0UV<x@p``
zU$w-gYH2@(BjlY~E4v!Ln3SB1CIJu~z<ikM%$(sNNNh}Sc61gC#;U>s1XS=m=+Y$l
ziPC70OS+6b3>%8^Ieuy1{*=HNaYA3au~l`LxH1#VadO3o^B48+mUN#IG0hcejM|%z
z8`CvCjF^UPR#vWBTi_XiTLCQGCQp^|oLKt)c-oku&=a}bSGEpfu#9}=j)Uq~kR5k+
zVpvp^UjvI9l~CVp(PBpv6HcH}a%Fvq5&ANuo_PDaXO#fFcpOO><J|XYW$+`g3*8*f
zObL`u^a2FP)A#jegRH*W)n+jj*aT6@QiPslMDkacXVYU2vLy)bNUY3-F;EY1bOX7h
za2LkPG>WjlGQF{WS1`s$DZ<(zp!kNbi?q@Udt7RHVqdOe#ERf14MruJe-BJEY9JLJ
zt}qCOQfC-63S?nxVygmbk8jixf}rHsV-dGJ4wHcu?M8{e511ASrTLNhN}X?e)#QEO
zoq$|dpf#jTsPeyh-gf#*%`-Wyk5bWat%h_4JQiL3?7SSWxi`M|IInD_Rk!^dQAmmC
ze5wr~+q5Q;UE^=EO<bWmKB2ra>6}N7AM=AZS#T4}xGlO*o$d3EfajL;i%4Cy3pQ6<
zNRZYpLRk>Ah%78FwiCnGJ}X&&&#DGfBXy7;1~ovc6Z{yM8=`?9)YkHCdIc{FmT283
zc3PoAosbe(Hskj~&Vc7GBO}3fWs6sZ!OY3k`hIxKSrQ?Y65}p7CeYm=a%+q}k(M=Z
z<OVJRtG%Rc+q`k>Nak}{Jsqauq6hwmpCa{hWV_T4j2=il*T}%t4;(qAT(6yy*1c?2
zuV8g2!va@7*kZNMXe9v#Qay1y?-CRDK!zyj&goLt?o0*qAdrNJhSJk>izE+I`rm!;
z=|Ll~NF)dT2aKq%-@BJHJt!4&8|Q;IWsL_@!m#lZX*m1$<nYsYXHX-saD?XmN1hIs
zELXR<cA~n}o&%qc+?VM27!`qSZ95$oW5g{zwh5iK8u)NoWk?e=BRWgWeZ@v*LhdSX
zvwuw*C1k|rie4zKIA=6^j;KLAU5>XX>>vE|W(21~muUh;g3jA}%&2M%C_BR}gH1w$
z<>t+susuL7q3RzgT$^*^GY9_NP6Mq@ybmkZ^GN@Az)NJubAIlJZh5EKW<|v;!_0NN
zbE(p2u0|A$U3{bf8zU74p3F1Zx{1DWW19!{&CS?wXYl@CWn3;Y-ZCq^d5MDk?XHTV
ze!zs|{naa>87ZXI`2;C-Jbtv;+PYZxb1ZU|9xA7$9`VQjzTNvqnoweW$6ojncj8ej
zl>*Dp#W(RY?FW5We^!{xK}#-!8`D|7*gk_R%-7?K4#!GO4<^Q@1XjKI0l9;dM~QxH
zap*S4L6*(-`z(C4dm;29IVo|k>0#5;_fN~OuFb+s#isbisryxkf<8#aMqrPMMB~w+
z4M%z2+<}ghQ+G>tZ9Wf1<4Il?H;P6j)IM)%;w~6)=cU~Z&RPT!8mc1+#FQIsyo4IO
zQTmga=~Z1%<qTmB;&A56*FjpW_0S6OM^j}Re*7*;UrT>c$SvnvSJ@AH4STl+|Dai4
ztEdhtsU6jfqK0ln0b%-k)46V@9%-ccTFoVQiu3)Km|Bg|R(sCz!K><S8JGon+7;Ir
z=Ws~Ztt<WyI)fu5hf`S%3c3f*<-{l}GQj9iUfiQEg7HlJQU#P}a@UhJDbA@;dUqp@
zLVquf(&&rl;#qXK_T%g6Qo~fLzJrsujo;#Akx5U}ntdKDN0<$Ypj|6yjS9z;I-hap
zgv8)U+NpsRcUqZWI=x03cBG5_bHgyWCb1_?p7mkfcYUkxc)^y$wO{Y<(Of*q6<4py
ztuJeG01A=isqNJLHNPcCPyNewdCcREuLsmGyibV0#?xj;sAf1P;Y_8!?{`Pk*B*85
zdtmI$A*U~-^nJY`3`^eE_4v0EgXHI}eMLOHsjnsnA{>s}iHxs_@el(~G<T^(u{ygs
zhu-71Q_F2JOBNT4F_;D3@#Keh%`s9>i3fnLmDDwTVzPfovMF>p;LwLEI1FN&G&c|R
zImw|9dO<{<=G&t!Hf9yX`103Uq=yC9-!4Q1^@kPK38+*!IzvxH3R2zgCmj=!u@7;m
zj7=1OB(^1guMpzv?w%As%$4HH>!4<D7lws(=<%5INe~}DM#^P&WenIm1kNkBL~*5!
zt~jbi*g6Q))zHbTu9xLf`jBb;&HnuIG@s6Du2Q*0AXwLA1G@x)dzG_heeV4&{4p)6
zUsyOZaok>+k$XMXXxe(RR>Ee(S{#XqP6Ip<_<WVvAJcQjFWp0}aEF|cKYu{$_ncP7
zmqVev2WCY%p}L@TiA(mIlgd#g=UHLw{PdFY$H^R(2EI%U8_a4~D9rR>#)6MfNoLOr
zL$HxebZ&|a&39ho7o@Y*Iob8f1M9+}=Cz8kuJF9i!9zd;mvnTkQUvDT2Z~rxO&v<a
z5$XJEku3r-Nh^>>m;Xd=CCdzV=GkzN-?yUYr1MxP4WM~?yx$-*b9tj8KzIvX$DH==
z@1MEXF=a&>YNC-{J-F}$vFFc+vTjm|LA#NtKsmZ2Qou*RduHL=_v@qv#&sh-z9Gde
z^Cp*KWP+_B?KB*}j$qg%#0=~=P5Vs~`V5~{-}b6zi{~d`Bh-m|-!43jt^HfNkl(WX
zwigD-0>oj{72nbQFc!hT!Bf{MMMzoWt$k0T2ZF8^p})B3`x0_pQm#gGN?^x4>wO`j
z4QCpfU71)DHckW>1t^fKS!`2UZwp)$Yfm+LxRR2VraXJA-1#ERj)&VfLwEnxAH#K?
zhx&cR3FTijpIh~_XQnA(s*XM8ASO{{!7O_t^{z-E1%|(P91oQSY>Mmo*@;7lWMu|E
z;Lub0{(CR+fQ^86`Da}!{kxPhSPL-fSyg)L>YsDma`$U69OUNaR!}{bFncwG{>7-+
zzXuarkwVEwD8HZ+hJCc9OYYl^JWkcfPF>4e`)(x7k*sqz4WDBbnT`*jidBjznz$_H
zIAS6Za1irHf1m+D8jf!L3lR_G3N`Eu*(4PX#z+Ks*uvboWu@Vu#H^o1R@3@954UtY
zY5K*dDFvW`%UEz6AqL67X~+D0I(%V%*y)1w-vycInNu(nBDspe$+*~a;%4D~!WFV#
z^9g(#eEctOxU+KR4re|^--Nn+T)ohnW#ko4>2~D#w`;<5x9og5olD2Pd7EtT(_e-p
z)egH-9yDjEo1HAnpBe8(AvHCXt3efh<p~S(ABTkI9h$l%0^~C^Y+_E>P~nv#?%-0h
zYd+l-+^o{bmig0~s~V1npEzw#(hU3im1%+ZRi-2;VEat>ok9I}`@AgD7}&gEsJ^S#
z`dQ-7{ev2d{sm6cviZi5_strqO0gxyY5{mL8xpLxLbnXu2>`0lJn*yV)2Ij24!SEk
zI;=w+J_Y8z%JOIHuWz%|!2Z1b0x@9}pI3S8w>aUBc1HS^Hqq`JQN}yg=xY4!ISCKC
z&D&B77|d7XEn*Xa9+*A5t6&fjjy>5pugG-t)qhXqH*r`LG8t^hlOL*>BYwu*c-M@z
zhihMob)TI}>g`k-6iez>&e*aXO=uHHOzR)%36sXb0eOAh`JfQTiwjEh2cWn(RyZ>_
ziJq1^sl=!M`XZFL@lBIE1Tj2R&A&CS8y113c8zlmtk~4~$nz4vzI!Gj^Hp6;2c^Kl
zbuZASg@Or0jBHlct=EG8oVcC)S$J$B?!djUuvq$cbI;H^Y}BFm>06VQ{3~Ib``(K@
z5|dX|i;z;y*nd5_$9mmuEw~~uy2P7;EzaFC26q!{Ih4s$jM#9c5$@$ITQb?8)?a|l
zs{(1nUs2JGqB?)8`kDcW4M89+zvyFy1UY)OdH_UZ_y|3&VS37$OE;2ri)&PI^&CT-
z3~INAQz6NeO6t<j$l14sTWL+_DxrHtE?(ZJv*DU2<*J|jyZkp^+m?3w)~~%n#N<=&
zs4*BWuFkUpZZSfdyGOGL3(q)xWtWe@xO6yaGr35E#UEF>r)l32Vt@=R^@eMQX`#Gb
z%X7ZNYl;q!g=ne*yyy4V`PFk?6r-gWqJW424cRO0jUN`587*M@_m*qd_)iIV+WV?&
zv>A^3vbR#Ik~$XwalgEkHe(={Y=cX!?=W_F7G1J-N|!4PYc<G2h<`Up(d2>poaC~p
z*$;jv-U?-mn99yOz5idtsbLa7ebCNfuS-yDJbL^gX@|PS3V~C{<>Je*z<^&v?)@(9
zBkpl{OF_ZjyHNz9agiaBE_)eJL2iInK)6=9eR((d>8yhPs}zD*Ui^D{!3TY6cGNE-
zVc*iVk~`M!mKviNpo>#aG^m3YEpf7`dt@j<adc<oHI5s{Jn8AhVh2!xiIvkgUi{{1
zkio5;L6=8I(VtR)NXIyePu%a88d&AG)9B&6N>F2vawS99GP@Bb6{22llm-5j6dVSq
zXHGuxkF8cyghZWm<k!Ttt0Al@O%ESeqy@%$`v80?RCK9PyKooGOifZJR<;V)rMUy~
zVQDsqiE{FUr{O9-e>_Z8j98N>IZE;GjQ+V%3r{Y)1XaXi1BL=17I`v@j41FU_zYCv
zBEl+@C(qdZ>X!T`q2rabk*Q%~HsUZRA-Icg28%=Q01s6n$h#-`gNHc)i#RxPO;RcM
zd@Ypf@0~W-GWx;l&h&ioF+14o4rSPO#MFf!v4Ib3h%XrpN<I_uBnc;rCDMINp?n|w
z?*;soPRAV*6CQ?)D^yU!>MWS^!E?wG*j?(~Jv)-Bq?a!aJW?kbH)$mI+@2uflIat+
z8)71`V6{&6WKFUJNAy;z_jYirc2)gzmp-0}pdjB#3DhOROl{c-S_S9rk}lFvKkM+5
z09FMSdJDL%-VxOnUey*yuv$3`RE4|F0>rR*B%V53i*KX&Zuh0!{wVk0h(8?_`)323
z?4ARB1ZkN(UV_(mb}8I-4Gf#ysgYWXx@Fbhhov^ySwrGO8w|P3$uFIJEie_r5amO5
z{mHzk?@2ENOIV4TlP730z{DrLvvas$_7eOT3<$j^NCQkenmF9!(a}5Y9(Hf|k+h$*
zI=dz)Vy!Xl_qJmK0h@SzYOu#ba6_1`3%$FrEh&Gv#N57ZsbMJ*q@df|cJiWKn!yS~
zQ#|(1tnr7iWpZ8%3}WA>o?P~Ity<z+uYHSr@Yy(25WM>9w<P0pGR7OX3Cy8R|DBrO
zS{Zpt+;^yyPVPsZ<M#b)HI{BnP0zL6akFa+$9T<*mpqlwaSEIroetrG5WBx;o>g9)
zaP|y?5<o*}iKH)Wtna^Ry$zrN<qfu@xc?3hY=5%w6wKjnDj!E#!nc`ydq0~AptCt$
zqTEf7mxQWduMGS}GC7>7T*67`-5<!NU@sytAyiWU@5#P^LPdtwo$K)*{*^F=QNj;8
z>LO3Kf%HSU<Fqxvmy!U2_`0a_XzJlqs8kaYlFL5bOAVw+!&h=HQfG-*e$Q}HeTQXo
zx--C@r7W0HyePi*w6Mj0o1k%h=8)tW^hQfV_)M=r3EqJUh;&uZHvjpDOko^hTg+i>
z>b|>u(e9iEOxqk^lfUi3+<b7;d1OT>1mX^Vyp&3YFjSAfNixR&1?L}{K4-5mGQzO$
zaB4wu8rZ+1$LT0GS5@+q)$hY`B!}dl2QNp^Z-9|mQp71-guo-=E#7n3!zc4kl4~M9
z?0O7A{0=85Gbp*teJH&xOU|ra{1^G*OCl@zcBzABoIjhn!B%6iWv!KlwpeW?L#%^x
zS1d{Kuumx5&R5U*Up-Slvv1tPc(O&=revlv@6=*ROJR2oE`4v#8U6#j)VpYdM``pM
zKJl!Zwa&10bs@CkSRVxYI_#*|_NSLpOndFKc}&759JPocX?g#Gb+?-iORs4b4QHa%
zhm=643gowkyYs?z*rVX=5jHK=A5WWZUt(i=6c^i8JR$S8FoDvA@^3@Ot}<ohGU~vY
zZ?VR~Dt~>)48>PHJRNNg&rg8|@AU!DdN+tv2&P^;kQVX^pb*<%S-|9EZ_aVe!u*@|
zaJ@ARq3Uk+|K5dgC2%`9tG;O_7$f`k;Puo`t7C&B7RwqF&s`^;i41*#y&GCvB7O&7
zJCqu`xnGSd&|C4{&06z309?x>Q17rQ(fbg^(}s!H)Ydt~{9fIv3&$c^cy=`-m^#DM
zh(=-!1J=^A*RJgW8>f(v5U(8lGSo3Q`ik|ju&{E08@D_>#0NZ9_0bs&?BVNRG}8{t
zilyJ(^nhBf-A5ya3K`$*!oorku%V=}D8pgcS%O0L*&Mz1j{#qUu8Stx5>b<H9+hZJ
zDspLFQVd?oMsXYiIga5_hXe!u_)oa3t<@z2I)v*u(_19LtgDqD&D`!q^?4~~2*2v)
zJ;Fz*Gsa2n$yP##Qk?)AhBfX%JWdNnIKAQo0J>0-k>UkVL0E>&s-8nUgge5XTf(zd
zyPiy9&TUq10L}f>+?;Rz1z|xYKV4j0PDpx|%g<Gqe_=t5i2!z6+~YY^b3pH%?H<(h
zA&`MD&#Z-!idh7|AOfquTG(;TcWN6}-zo42FLPhNbl$KM^<PKfR}+I(lIUH6O_|%$
zCcJn_A8M2s_Il;EB0gQz6=sDMCNlEq`sF}h2ts|)VMC;SMkLu;?J#1CXQuU6j2Laa
z^E<YL9-v0>OE;p#q147_FU>tq^`%%yt-;AJcse!fH9AAepk(4+JqJ7w<;b(7sqH4G
zX#9iM01N~y>FIOl4qzZ`pbEHPgeMQe{;+xT1y@zPmKJJN`U8|-?H(cz#qH(*K0Fd6
zIxD5GKYb9iLaTq|o4_tF2o|X5c+0}lvKkf=wy;_s>Ahbi3)3XoT!OA{AiAuwX>M%%
z;I(I82w2Sc`jWYWE;GP#9iEK?%GY+WMaTs9IViGMzLFI^fMPHZz%->Ojz_mP27Xz1
za2d(Ds_TKb--N77dcgISiHES)b}d+mD2?-Wmi2s+c+K98jhg^nChota!9?3u$xj?c
zH)7u2N?_$JvAv`T4pVAB3<(4uRK*m4(|*;rKNMMhLj_vv8XC$R44+hcozZ+lP7wi<
zM-u=8H8wUL2|9ztA~h+B;kFZP?0WC*4glhm2E>zJYboy*I!<*^JpA>!`UwbB1E8b#
z_u#t+oTvaUAelQlJBP+4cdw$zTYqvvJGinx<<n~qs(sUpT?}bp!{&6t@qkHcAUEJb
zk7*u){Q*E^&UY9d5kLPr4C^^XOlr4y-M)VXsp54Z)4bz2IzDa!ILJS4<~L#lZ*rr2
zurm}OQ!JyUWldJ~zYzfLZL9x35dhftU~Gr$C{Vxnq^_r6)S-N#!W-~jCfx<5Nx&&s
z>;B^D3siwaCR?zZCbf#rA@8>TEW2)7(a?Mwty~GwD=X{mPwJifT>h;gRN;{3!TY#W
zC~-aKmTEt&k{M6DN<5M8xPR*Ka#Dkw_2{zOQW314j~bqlGrGY}Z7B8(pydrE4|`>T
zmmO0neW-Z|zjcbOBJ#F=KA}-sIUW!gSOX@;KCo*?m;tcEf|RY^_gp-clA0R85)~Qg
zn-*W%bF+6rOc`D3#ybyFc>9TZF2Wncj~aLxZ39p?{FES!I1Zd_^0N$Ox!d7c?3ePX
zttfGV>07r|j8bAvMaA5*rc4PFL0;JE&a~Rfo6eoZM#+(F(%i`N-hmIzCI%n9M)y=6
z`dkzLRUC<4Bgv@rUuF<kFu&azc{TlR)=}~A5JOJe{~yBebAu@2u2@I*kDOa&m2lTd
zw|&siA~bmR>~RK$_a5TtORo|}^Nl>-&(aP>1eVs>Uo*SQQ!rf6CSED(if}JUNBuaz
zLw%z};Re@0>BzahP?v*rwe$~67M|-wlu@D}o4L0A)nZ!>26y$1OJ5r{c%B%r6u#H;
zjsb?f63>2P&3%__l}s0ouHZxS+*a>R*k{KjB_|~@30fcii$40}jP(KDR({9dI#II~
zuy{6l4<T-%gNTIpkK~rkiY!gEU$?ka_HbMkMb4zUz0JR?Wp=q>D+<8j6=6ylptcg&
zpIUY?=^Ht#yvz=NYQs^L$&2-aM(@sD!7>0mZ$p$yu{suX2~zn8R6Hc&6OWdcGK$`>
z#5tP;bch^75L0UGU?0){E7yjMn(4G_rRZu&`5WZIZ2zyuP|g}V2&ywof52v+4HS1X
zo($Ip1~gtlKN9;QO!0@*Wc8>@!cqBc8~;(`)Ie{DwMOebWcj#K`}evmE?aA)*X2SO
zz*66?^*vm(k^OdH>icp|MahL$H1oTpu!J$qaB_?v7<ut265JJ+%qm(|j)l7++g#%H
zFO?Wp{-!}`2Z!Rk*sw5;>DZ2rOp}AwR#uM}1~7TfBxAi&dkPHdZ3wZj)InUiy?tkL
zzbf=M!%+JzFuT!ghnJ~+Y@C+c;Ab4Kc(8fuuK~~>CD~38ll7cVv^!@`#|?mcF&{++
zisfbPw1ZC({}7>p)&=3_#V3;k5V#spTY97Im*(-;?Cc7fyExJ8VRqqxajxIqVm0fa
z>}v+sSYB8#PbK0qUgJ-<i{=YO1{=)I%|DK>VCSuRw{v_Vw5`^!UHC%CtDV3HW(qWX
zghtJ1d}v!=-`TU)#S3o)4;?DoNO(sio|%}{*F*H4LC93IP!Tn*BNy9V`gUGlIq-kM
zhA&g2vCT9$Eii0mRa!N!l6vg$m|*Wn(F0HaH{1EzM8JHxpHSQ!?f5MTwG~SZfVbx7
zGhZrK3^?|^jxOnbj9F*kd1N;Spvyj&@woJijJ<6l$!)OVe~oil5yB$?lasiL&IU)}
z)96keo32$jeI)wxu%;ziEJ2{xZ>5?HP=Bz(x<FMas+9M8oBi!V?SinAtKZtj!1D4k
zinsB(`9#Ei!V9pyj|+ETzv_b_`i*s@<I6Aq;{H>7?G48cq-bSuXVyZ7Owc0w?4`Wf
zP=NChLwq8zbntiC&T9XIcv=zf7#ka__m#bWe-ePRLY14dq8KR^6)F^YJe^x*uyO?*
zCOIpLpN&x&rs?XaJb7bSbEM}Kk6bH-rcYviYP(rk4)?n-?5_BtVV20djN+TwxWmwA
zfPC~)w0*hohHO<`iu&mzZz!)9BKh4z`Ecjr(L48Vmt9}bdevz*Hm?tuTW@D8To%o8
z2YYYx|3rzJt#P7zil|TZ6j{=f(Xjl!Q-?O#S<qnA!*<5TMk&Jr{=uK7O@2;tvKYM%
z#1_4~rTzj@U;JmyQv=5pcnB)h5%~96WzWJk=wfD!k-?Y?K15R<g77Ad3pwD;0r13m
z7VOhdIHh{#%&r5ou&vY*&`3Pye_p#eF6?$cx!oT{wgY7i14>#?4xbWa<K=B=vVbb?
zboBC#si&2S9^1@h>)nvkt2GV9x!)TS?*P}Tro+ffVTbDnmY}QhXLz+MVf+cP(P~y=
zSU3tW+h->(?lm$p0+cb};Xa@nLLdS)jW~!f18{>cD;StSV{U_X&F5<DjEvX;ts4><
z$>ZW~X?aF9UhIr(<q23o-z+o()A7R?OoWmT*c;x4uyDRX1@4hdb#wbX3-vCEiRia;
zdzxs>e^TbH^$SLXRo?gp_GS|P^u>$T9QJa|uWr5S_Ky+sJ!4MM-rnBW(!%gvJJ$d>
zSbq_S4j3<Q@BL6z^^Cc#PPEr%q%}cJWV7nrybV}ml!(+n!s;?gTfRErhS6<cu7p$!
z#coD33DDBC8n&9Je+#XS&a-~8yr3B2m5oP2Eu=PMu2oeh$nTs)QO=!x+M!G@e~&b#
zR}7aWGeZq_JaTbiL0w&)%~kLJzHMeVpRKSPQ)==p23oMrd%M)Uor&b&o{Cx2><;W6
zuIm^UTQQ)1k6KyiEjZf8L`XWl{^RFGoMJ@8rgqY6r7gsTQ+>;FE@A%Zmf`IUB+aBV
zI8!E=<b;!jQo2i#50D`1rk4YSyx;t+bCMT@n%zqyS#A$z$yJ<3HP#<^Z92@F`ufim
z!+C}P!Hdx~A8-K!QrTQMPWyeN+1)+X$D+bkJtq?VyaU6bc0!|oR*S`>?>r?=11`LX
zm6a6+Bks0R2k2hz-1iV@%eNMqYc>|fnn_^3sKA0^4rLOnHMj$nnua9f!MI%ZZOmt$
z*mw3d4ei3?_?a^(t7;3s9X@(-hh>Lzd3Aa^Mak7wq)0b=qN~8P*`4u_%W=01;Xn2J
z$xHiDKL{+g1}$2{!;vRhS!eaiooRbZY_6M_So^_N@;SKppa}VyO{>d{?rTGSC$8E7
zlW_V0oB$MW2GzBKnpy)O4^ar$394+9lP1Q-^I%)6q}7NPa+6<EYh0C-DA5`#({Ni!
zOAK60GI|FA*9V0QkGvuS`Xag=#$CZ8yF6S>;1NTY7lD<yw_gvfa_^AX<?e3vp;fLF
zT!-WDACD%#rHue?(7WkQ4MYGROaET`-#=)fZPD`3>FWge66(W%g7aJB#ScNP3*h#?
zU+>`3%6E4*CwjF@A0novshzIiYoL`)ccGj9&yqxAlYqdg7xsnx*#!VlP)d}BCcC}I
z0`ZfVfPQyQfq=v8<Sy9CWZQ17P0Y<*vvQ7zwTu*3Om3G-rudDhEl@#gHPK%tv@+A{
z2gWu=Gd;y%wjl-IgZleMMEEp?^O^u!3D~R)YZZPptU+kA5$7~ey|Fy~V7LyUz-wzK
zgZsn;u=`MU0%TVXkyn!Q5XD2SwcM-ruA48~l&DQ!Jn-eYGc^C9xsVD5^KTL9CKMys
z(($2I_)~YEd!2EHaxENyZ$R?ux0-tO@+C!K_wOYaIK$wTT1i;cHE#ia5fCQr*4@#Z
zR+Zu@q48k{dB)%2nTM-)di)+It7_LW2y?O&!o#Qc`Je)v?+-;oy|@0|a)0n2mtDR3
z$}FmfhKJzJt9MSH7<M9bqE;c6m)B@`u1?+UWx=b*2M3w|OjvXjJp!t(zsCHuU15c1
zeFAV{u}e&SZ9`<N@*}agPwa3;6fHQYF;F7R|4k@`>-;bciu76;&OxK|FW8(Xq9X92
z?VrELz!b8wV*Z?j`1ToCI4cCGRHNnV;b%SP{;hyc@Eswy6|3h9$HsHQI!<WHgDGI~
z&f#6sVo}?QueSJROCiQ<$g-9M#MU(|m(}>%tO6PiU?{4BXj-U?IG??}(DINgZR_x3
zxeU7u^)2x&`Kh_CsS^PwAN%W7t7*UuLnpCDucY^#>f8wGxQ_6nbJL)3>qkB5-*Mj9
znuDS0=|9WR<)a39p*Hr*ly_ToJhqbaCh@C*YsP+yWL;%+(lGq*kDy)Bbxps(S>$Qw
z#|>e|h2yO|BceE(rD}B|hxwWse0<|oUxo968Qk#Ql;~>8zAP4pSg{IkH8`cPOgPBJ
z!N@c|ORm^cHAA5#XFujl=$W>Y4k{<Y<^PS3hGDEa;V7ZtM-5LPZY3TM*aKFg65D~J
zKSUh(j#8>}s>RnMPV#>)j`t?9hMkqYw*9PnmhJ*mvf|cmOlx|$iY*!C)j0|~Uvigl
zd}`oHGe9dtL6PY7Z;We>4r2;M*zJX19SAIxaZz<_xZ6GhldV0wi0XG(DIk8ksDrgf
zbsJUmW3}76x#;z9<c4S9DV7e3EifS~cv4)7Ki4xwR+B;x+^V8PaQ#i#$TS$JG3YD*
zq{-*#iinCDsaPGT1@b4q-Kc_$tSnf7u?Yx#%N#FA`wPMgXSDk;B$-(IH^pU*U2P`8
zN^UqaEcZxuz{ix?aQ?J8Cd6+{o&R!1v5@{HSf9Lw(>fHui^R{bzyG(T7l!RLAHkgu
zxQ^VMkss~~9wdz5uWsW2nPz;y^o~|W(f$1Vd`OA)udh9^{dPkr5kwmf9XmU}@jssc
z!^<GoH+fb~qL0rc?rqG}q3n<=ma_evCzBH+U{3w(^Lt%VF_0A#Vw=^J&>N2&F}r;7
zLB`692?+@=Z)*9%UH)o0DO>n4nRb%3(n$?Qh>R5;i-7^&+<)(v^<B#seNF(Oq~ZL(
zYP<5d8oRZ<QKS?pl%Xh+lnO=TmIgzHcu7hVy-9;KNSdAuDMPY(Nup6IjcC$H(SRfx
zq>=`jG*U|Ky}xT!&T)R{eCIoVd}sf|k3FpCdDgnueP8!=U26&DxaWNSUG7Ow%SnrZ
zE2(v^6VHnUFZxQ#)SrUZ!1Z{=b$=aka<DPQ9%*oGVQiAKdb1d2Re(kaIzkDrDg12H
zIpCI!G#D6=D%kY1pqqi1oa7@b_a$oW-Fv+?mq9CPq?4U!$*YeADHVHOR<I<^C?SA-
z9L4C;wKmdeZ{#0}<EJOl7VNNnLK=bZG(-4ee-va!FQ?I#oY|tKu_pxwG;yr4e6`_F
zq;pf<UNHQrBCvP^&P<zWXg6{4_u$u>GoY+528X}7DB#Bsa|-XTpprb`ytwBWGBx-6
zvrZoxnn`Q9+sgGa&^ho5r6{_=DyN~cs>*FyIDtwaky{cTp(lwg?hLfTO^I3E;K*^%
z!X7@HeNAF}KH{~Sh-O$HMa?HM&Tq8vV}YZjn)g{{JVHl~f?iRYYyZ9F4!PZ`E`i-s
zX&xT^he*L!wrhA3b~fam(jIm-4>^;v`!Bq#4#v*2RaX}W9tjH*@_c!cDczjHA@AK;
zJ?gd%xr@-ZAOIn@F@90ep6>M7$)oHG%P|2cvAo8D)srr-+y$`LJG=UnPCI++b(F#;
zd0oc|tPmN_zrSxki?5^=W(dA8@p5i|``mg2wk-#8Es2ju*9T788|&2f$cP_4dX#W^
z%eZd>83H*LSV2L-AlE~Q$U=iVW%fVhz&W|MbsrG%jDkXC6!0(qiM3o9BE^v$&0QiO
zeO=0K^}#ixi%vJViZ>=(S4x==!-F7YOH9fHe$n@2%1j!~gkm0-HqI2ZP93ljS5;l;
z;NY<8d6QM)YE$mpo5@WrZbeY{uBtwj^KAO~M2YC7qPS0*czWjSrT)Un_qCLo7hFyJ
z&Yzz|!%0G1b5`9T5&;~=6_^WRvf2o5=Bb{`WZo^kFg@@MX1daBX@BdIZ?G@ny|ZIl
zSnBLQdp|vO37GkhIwNX4(DL(d;p24gxED=yIRTO38<yH^{Y;yW4#T)sUPXnfwUi9F
zd1}hE3n2|3d*_TLTM_U7SeCMRZ=|z-=LG}1c=EXxs}8#jCQZu(QDBFKhd*uq1}ZmB
z=pEta;qm!=X~xMMYw6$?5xQ4hvpgqvZWGxAH&+0aVey^v*en$bb+PBd>6}u0Y=-R0
zm#M<OlNExDjg4ibspz|Ri<OHW?mxPHyMNK4%qnD64v?>Mce>@6ybt+Z+2Q*2z{G}E
z_bmSWP)`us(2i%H&mr5u2VNKaMm6v&tAjo8EBDQUQDaBv=9(B>_Vc@P{PJgq8?Eja
z%dJwjvQp%Ow&~Y)c66w^tupP?(t_N2N%#5SkS9C$(!<-f@_SeHGxIL7c(Bv5crSTe
z*fPiQ*~d2_frZ&;5v8sEir+KI8-z8EiWv&s*5g$Fgm|a?{6w#FYZVkus@}8t)6z2Y
zKzsA+UokNQXs(A`-;}RO?*l;Tn6Z7)1<)`kUv2fOW%qcfj{FYP@jkL}v$nEJ$<vIa
znI~~aoj7Rke7XH=fz@Oq(Dj}SZgS9eb<IewQ(Rlf7%QqPWuE$t&0DdJcO_;=zS}gS
zGNV6IL7-|#g@gOp?loGIK!kek%ea!Hy~%WY;yA;+e{}HN_=li)FE)v~Q2vZMS9oI#
zE<e+zPF%BJ^ljUE>MruJe8&mO_e-D8&z@-o6bVW`o3?`#F?j7y4g~S{(eCHFf6KE+
z7lpiY`&~}xl<(N{F-J}0k1(?+vQOcqBnYdJ4u`n#-7#Uiti$y0Q{->@_sdsgUdt=s
zkp#u%s=xL17oXzn;JOr$>;Z*IN=nLxgtX8d>&K*hUAz-4MGkPb9Yik+%&#z1jQ4b?
zxY+hCoT)CzPz4oZ3^bEFeVUwm_0G$3<9zvp9QpbAVei`Cz^aBh^5YOrqrO_y>8wnB
zt<TzLAgbaLFPs1U;wN3k*f1GI!rOKBDC$Rm1T?Qh_7i&Oh((29c7(4h3GO=M_aS;*
zqQ>1Bw=W6eMF^+PW@akWHf-EDStsCVp8uPmaY~`s%~uj7o?F!wXZd7fYV*8A&W;3m
zmRjP22mBZ3%22bbT1$glkHzT8HIL;+{QNaL?{k>X<PxK-gPEJYzO<V0I_T<uP<Js&
z-Q_6~C!5;fJa!TMC6;S->20xsPZgLePgeiT9~k<<poow?L63(T+}w65YMm?vx!a^A
zYHG%g4NcE4KCmd6om3<@#?-xGX!q#$7gsimDI{m+U3wDrep|(s?7rSx3N~^U#j_AW
z!*L`YPOIFoV+S7&9zWLCq)pB!^!N9t(f(dV9cuVv@i_Ov&ri?LRO<20SWE}w<NHqt
zNAadnN%QpA8qeW+#9pZ8R?+>v2y(df&TUspU2;q^eaZCt=kn(PP|CPw{D)t5wrZTZ
zbl03~Qi8qP?!`sLKw$L!&{7gFyQ=Ne*>ffCbj=E@DBdI4c|B(Bo}WvkxV01lt+h;7
z-jfiJTB-TtICXG1K4N$5hsv+?8*V?k{b6WiUY~i~Aj?Gtod9An2E7;r^yWBK6y_9s
zSFfT?dVi<nE6YbU4H~m*{?OC&#$E*UljL<`V*9;*wlA+cR=~^RJLBO!u%8TtyjJ0w
zIkRCnB{+BPWEudcPv!D{xK;`b=gBm(Q2_`O$x_@E*4!DoQP`9%_+sd1wBDD}>bw#Q
zpppu-Fu)L9Zu8AE5tF!&;G=$*FHfaG2l&mGn|p-^^AE}2KDm5nb1!MQjJ@WK_r1w5
zS|*Q&P_jE6AYEo^e5x>b#v9n={f?6+R@m6E$BD~iGvgdj6Uhf2kLSPt=ePg*azWg!
zuRV*&uaehk-j!plLj08)AI7gY{#Qrwuf81df7Jvz8>9Jm*SKU$Qgw6viH7Gxea#F8
z;}mRr(6um!steG|vitY%k1i5pY)UZ6na}N$ADcvHw(n%|1sAUZTt-UX1~zM*2!Np(
z^Vf12Cg{8J28?B%ls&Q|Y$#d~F7eNq<AYF(Ue?S!W|zIg=#WF1r-0U~{+7<Xn3&@B
zGCw2xoJ#kGg^VfM+S;z@u8}+>jAFCU3-Z>9<o_6lSmFz;;YF0qH)iPVsKFC7ty~v;
zPaVZ(;yBB&%0c*0{1q5T42TRK9OUe$`uoXpr)vXwAN1%iSx!I%C`Q%X>XG|?3ilPs
zhhv9XY7W9x;40&M2=sbitW5g!xHY6;O_^$Qxw}Bg=Y(qdt}qqX-o?bL#sh~4MvTDi
zV`=ujyuQK(5J}GX=rv+T^0vm*Vb;z>M1zf6;Zx`6<g|-2G~}j1T_U9Bwl?!b&t=$E
zkQf4slbHDUXXwo(1O9{-_@|P!SXoDXR(gE(0L(!=XYn#@tZi)6SR0PW2@wl8WSPeA
ztJ3XF>zv<hx3ad*NAFtC#DouE2yXokIiVQ_DOQY4hZbKgSdhe4l$V#kspNF8fNI97
z@47xBPy;=o)iu3#z!1c*=<eO6P@f-!2vKsyib*sNpjblc9_w>iKWz{VwwMI=uv^gF
zlDvy<vF7F&m=KafA+_Nec$T?$@7@d?ubS*R;sU+iwqQlx=$)ZD9v<1DViNt?XpA<Y
zaXfHBNK1r4{Ga~8!{Kcz=x-9E8y2AkL3AV54f$T^&C^F4XOag-Big6pk`j#_J1&nj
za4~pPhkx2%yLq#?jEmb9ecmEjYFL+80c3P%cE%3|ZIghKu(3LirGSUJ3r$;co+Yjd
zw>+Y{d4x_q1|^PL7{UE_|1sD!r725H^dE^6;+I##<fz%<{?D$EA2Rt@BeN7*cXS~T
zF1xLnKe}pL-wsHvT-o<lS9W?QHB#FU?-e%Hkgjq=*7UMd>+9*C8_QI`%|O!H^;Yft
zfzR!jFv**Bbu~>W6A`bzi>4c*cApoC+#@9qAu~?;C8PtIH*xwQ+Q&sF>dc)~8`ver
zwtIA!kkeZ8`_Y!g(>fx6B?BWwZs77PWkW;5Y!Oj@{*u63x1?+?WgoE5V=6*LPfNLR
zmHz#W=G7uJ=@)MOvok=?eemmp_HykOJ1WGBDZqL0_U(nRpV3_%e((qaz0hh4zhqX;
z;n4FUML#IVdDvcN1OH1X+zfcFw!4q0chL}_g^gJiED?(sYzO4Ze*+NHvi)LwG~-O?
z2OYZK`-()}*Q`ZAE&tUJJTFr4>-#1WcnTT(^IcP3Cnw7h9hO1EgG0Xin$h)PA31uo
z5aJD=<4S*&8;TT^aiI}p5wuu-zQ5uKR#C{45R3{vJqhW<hYxEexQxCPU4LwG+R=Jz
zC-q&)aR~{}3BvZhZP$TZ4`GxhWI_=907pz0H8k=M9{`BHO@b2et`dD>4>h&#m_?Mq
zm%|*X%Ypq9*?cdQwqbC^M09R@|3LiQ4B^unXQpaImJg|DiPc<Qs3azRqPwofl8$F1
zaC1-i6+LKjr4L(JAftDT@9%3aQWFti<Pr5c8rg#Nfp_lslZgyZr&|G$V*R2o%P2oE
z!Or^ns;CzAuZcjH8#}lbNC!EyMH#Zj8OJnIf|kGe$vy--EZ2_M=&(v_&xOJar`Mr$
z`@LHnVKew)A#Q0u2Ok^1P6~>#dSbbP!d`>K*w{YTZCa<=&|b^{953%aXsc*-?@D9$
zVU8zd)46%!C^JMcd#C`SI*yNj)zCPrX5g8?PA*NaOy~B~S>2g0zX;{BuPw*^xde`E
zzn2pNoN<I4)0pq`KFw|cYTxj8?Rs#ufW9XC`&(W8yp#KL+!RFIzsl2fbX!!qy>t$^
z^G28n&YS1U9u8%XiJj4ykE9?dQoh57Bkf#4ok(yi^~4`H*E@(|xiW?187b)vUJFFM
zhQgCs`8=|VrKMkeS^u{oJ$}63;D%A6^>ATrMMX>BO+Sw#Aa)SFx`}HeCvi}ak>NE=
zn2XdR1D<(sMcVl(I@Bxw*?9pUC)N*&J<pV)n5m+X68*d<=;Ac59eT%bSb71DsP8RY
zU{5svNKZCeSS(F3lp(i-^nJ2U^b}rQrhC?jZ{d1xIK3sYcy4XZN4usE(}kxKH(HkP
zY|0OfP13vEJ{&Lm7%1kdl*XjKYpS(QNkM+JHHw)&dh;eFM7Tu2{{_=>Fy%h-`4{)p
zF)z`Elr)~oNK4Pa&|LzcIy3;?Uc~j&B=cHO8lHtm2<l-eUc@8P-FyQ)n`RIS0#!p0
zl&5dIueTYg(cBxKEw9N0JW>sfQ3K)p38J%1d{5oucVB#`MGO|!m-*QwX;g$zY9M{&
zJKEXF0C#CFvhqtr7%Q+#uRn*4lD0u#e{Py>&FPGc^(9V2WYOVz&hjl%=6VV9s)w(S
zxNA=J9;=SD1Y@wB`Ft)c)WI_zk)JQt<Md<A<WH>}K9>Q*<J4*H&fB|hOx8ducQmU@
zk(dQ+=)96f!QBWh9;MwUJ=n{4A`{uTG07z7?4OTk`k^5%aKjzD6CUj3%2c|yflJ|X
z>i}uGIEI)|_+IzH=%vluwzW9l65K6KUp^$P!Gf*BoJ$MV@o{o;(hLQb8Koc92B~CG
z$V;+Buv;y~;@@PT?%3iN-<LOyZ{aL8Dl{g?#>y($@Wk5JA(HP0Ix2PBlq?j3`<esj
z%BsGh{DLngzPkdI6IS#g6a+Ny_wNmCf&Q$kJ9Z}i+ph<GmS0?l>rUo^`SZ`NGg*OI
zjls{U!eZ{M9P*o7f_*NbYSH!AvpKVnJH@ph#F5gvly9rYK;^#t)pT*mzfeIpVs7Ru
z)5VKTVSMF)RDw{BIB8lsI>ZfRUA^<QuQt8RP}Nh|wMc_b-%|{xaQ~t`7u?9t`4@Ij
z^T#_w)unBsuE@cO!MvvYuog0pH2a2CZmV{=r(05`^UeLvZVdlawz*{<P%1(JLd7vD
z?D*6;{{`!sz69I5{4~U~IRR9839;A6cQi2xk?Za^M4dxYiez<|BE(c$ClzgKkwHKD
zVE_{<|32184^QWfKMv1MJq%u5nB1lC<m6fGpVfIw1DN$aUehAWxoF5JsP!O2v|STA
zpRJKp{W4_hAfAvx#<B2ZFT^&nWy_u$h4Y_ZJ>NeAeH=z;=*$V*1hu0%1Nwo9zjmk9
zzv@FP=A?r#uvm{LTqzGT3gVarzb4MG)ZxEAe}Aa;)C%2EA!TPtVoV9jlQ#AJChAsc
zqqG^o=g!pFPNg|_*9pViC_`3rS${BsGjV>(|CvNFZLm^5b_gLEL3}ufMo)ek{QjRF
zmY;o66HQpO^v_*ixvyz-_*+B~q>%AO>3m3hHvt8tZHO%I9oVT3w47LT&R(EsOQXTW
z1ehz8l>y+@I9Gyf@7zwcJIl0|5C+?XeS~+_x+d(+NVytOo{~_DxHu`rGKbC{b&50B
z#06o>5+@UEW2Z;Hx1T`|eF?$~b}-_Nf<-N!J$S0h+&;^tYa^Iz%sGk-P2j4VjvR@t
zOzZEb9L)`1ftQHBUj3JB=!~5^DoQM~Kp)F+Xg=%cNF$DwkZzaP)m?(G)bvnMT5p|G
z+5WwXvxl!no3N3H=S#1EMg#vzm~rLdn$y7fCn+|t59F|duXjmZCuW6cOy%??@NfAE
z=Gb{+v|`Xx9yyIVn#Xk6-|Eu#W)cA=+td-<RmfKAgsgpAsCxZTB*lwV#DE6Fr=-`|
zOv~h8&>qGim>Uz5-75@6<MSB5x<FXK0vnAkQvuZy7NgofjIry(ndC~T{R){QYv)S?
z`OIT8d+y|}V??`l4A|pK#No(6+2;(*b#!#RjepOAo=Gf7$YH6tI4Ll$k~AanU?dl}
z5;CzuRJqAV>y_h;v*sea#KgpG@bFMY*)Mmp-vZY*4c2`uzU#%}L~AUf=4OTpgPf`k
zvs!<&ebMDBuvkr=465q_nEE-uebW3*7^T7D3o5p6YHEU;mFOpm)k^ikS%lOla5Fli
z6RCkP=uoui1hF)}t#j>z|D{Va7J{BYwxJL;cl5=*VV@EK`-jrfQa^ux?dTnM<eb~|
z>W)_%V;_x><CNLuo{y|+&fjWIl$>kVj8~k{KmT_t-+xte{$6rY|F-5NB|BdKRJH&A
zmCLAqC%#?MOmNN|be0S}QNw;{Fekrp{uglb_tKcwC&h2->5t;Ip+OyQVZ8faE>Ukp
zg$96tdj=8^AZ{l*ZvXu0hHdYIH6Tqv)Oy_&$8W1qAt<{gXZ^xc2u0#2ydoW5%A_0E
zy(}qt8ffa(9_o!Z`FTKYNd6?RG3?@B-Gv2}fGBqrTiMz^!-PdX>IXM8jRbvh1%){z
zreJfmFpb7+!Sq{%$VmAh{5>lyB$*QQ=A=!%^(zXv_jwc@+pGgHEjU}kL2k*iWt@ne
zKt>m3JDTFcu0qa%5pZ6DS{?qqmDWb^b+jzK_2-Z5%D8=p5P9@#NsjXB)i&A&<l3z7
z(R9L1fv@G<91>C<Kyz`45~Z8;tD90x1=67)wzoQw<(7F{qw>LEyFk*bjK*^dz7|Rs
zA-49yE363{bKy+-C@prF6L!MH2kF%vm3euipJkz*s?S}AF)0;}^{OfoncqU$TG+7r
z5bn1~>=`qmxG85od9Jj9*|qF9odY*1I;E}?AmR_gz=5^llW9N^h@BwF5xwZ$WG;ME
zV_OJs!PCfLR7bu(!fna3*cjC{gkw@Zm2VQ&#yTY=h`^rhn5X^Yo!73aZ)NlVgg8Ov
zJ39uI&?4dv@f_T5ZVY!N<fpD(snr&ykx@~c=*Cm|NJu;OWYfS;BTTfJ=qGLf3GZDi
zOz8+I`3Y=%+P^<0t6<?6i$B7J6k89rUcP(xt{L_^Ayhp;<%qQt9*#LoaS@x6m4BcR
z=8@Qb>+BNEb7Z8?VV3RVNdg%%4B{RJUU1~Sd(_khk8iw+w(rfZXQMUX3bu#5<trh~
zh!+=Xz_~&!DgqVN?okqwsSH@Jy+L0I73#(W{YX?s4HR1q4hCeJG`<JA_bPbZ%-Go2
zjLyU?3-%qdJe<asM}*4}lnOM%k=w+TpP)PZA|gkf>Ov{j_vNob)E2-hnUP#-tJoYs
zjf!Kaz7(_5l;(}le-QQV&~O=b)X5(XNrdVB6ejtE=4<W_gC+e0Lmzmr>*&AA8!olC
zoh?O(v&4?7&ZX9lRQavwfHhv<XYw>c`=Xhg(AgeyDE<Ml&O$;j)=9B`zq4DS-)Y3|
zX`-`-XR?Nh=oc_$7Q>ntKD3(H+Y-|3F+ab3DV;(C^3{mMY|i$Wl=hD~D!2vwbLU#7
zs>#ak)Xydp2$;)>I6L}CP1!N9X6n2~x~_tMjFtNYK5cy{tx-jC)!NulHhrjTiZkhC
z+K!8(tkX#g47?E))g6)LW;h2^pNMFHu+eCMRaUuuZ)@yT#y0XO$fpgiK<hn!rW7~<
zoU%^+h=&8mC$@vNL}=~NEMDvkX&-I`1|D9MO*&Gl<MKc2KyXv~MjF^AgMIK{-H{Tz
zdXk~Q9MF0mCapQ%u_xFLsd2LV>vattX8@@f*|`J#Nw~kG#SQovzkq;vJQ@daA#&u-
zDUE@myRw|&T_+|bwRNx$7t&T47g#!owyW~-h6VQ7<(5X~=Hc~DWR|6Vgn1Y-wT>N0
z!;qd(GU;^(Q@dbK>ez0GFSHOH179mv`HQH1Xm>(4+BVI9zQT)G8%#RGy%%T+IorQJ
zR&19CT{F7-WCDs%!vs-i8WKA3!;JOl-r`%jb_3$Mqu%<#0z?lE<>MVKZ;y9$betW4
ziM+0e5ta%vGb6j&%;VI`sWXH=efO+I#$uF^K5&k(Wy{9H{)Z?~-J;7Lr}>^=Sv@Oj
zNA238gP`4+tqzJ$+pDi1@$li>DEEu8iHU>nQ*n3O(A^_q2bYrT5=kF3&WY!4c7>a*
zJ5vNB3ZLj!(J||;=4md*ugoLSg6uz=FmlCO)?j+xQ(Hy%??fJ~IzAP|=s3&bVT}u%
zujpFD<K^}E$ch8d<F-vRR#`yIbT}o(LG4jVB_-jYpdkI)T;`xr+=?LFU`e_0nACDO
z{i9o4WhQ(V0gEsNdGWatNNWiG%?M?FJxqU8Gl-cZ?3VL!W;r1r9T<nZhikCfh=p04
z9T?NF!=iVOZAY8uPW<S$a6L27>lJI+q@X4+*EWf3y4Cf_eMlXAq5xoy7^>2-k$Mwn
zmIp;5k7`(fd83@^b(A9yI@rrPmBC8GiesHZ4P{20!q7!mTO@_iG3lv!Q^@^_(3i~{
zT@8n?Q!++r26hcNF93<#o49?lkU~sFDK=%?1WnJ#=pyL0#ElsN16xn{%j+_@cP$WC
z;MV$0hV+!U-uAX!+u1|`icGCB#Xbo_HC;;w?>ji5)%Qjo3->?v6N>ds6cV3z2{y}?
zFDE6C$c0Pzp2P`d673emJP1_hh<*smN$bFY+wtGPBRxZGazZ@^g;yQO@P+}myV7o4
z#hWO299UA*H1JbegOsqp&O&8pF5Fvfl*aet;=;j<6%aT>fbh2RDG1o`B1B&lycurc
z-#ZZhK{D_k^f9!4^+Pcq|4o|&&jBw64{PShE!(({Z_M6E!)uH74z0wEW~cuL(^0DY

delta 103788
zcmagGbyStz7d3il1WD-*MY>c#K)MB~LrNnJ0@C@=oi82I-3Umxgdimyk|IcVBX^(Q
z_x*YAxMMJeh;lg3-Ye#sb1tgBVFvVK)^JBag2H9_b{m&Ev8`<M^pE0DACY8=O{}Xt
zmCNNoQwUb$$Fl28{;5_VhQ>96+!xU*^b{Xiir&9z_vTV|nZ0%1X~vE5$6?EbiJST8
z4_iXlvF5SUrC1`bi@ol>`MQZ*Nep)nkM5x%1-t0Klf}C)SB^IZjt^Q7^K53Tj*gH0
zq3G!71wEgeGamO&RAm1nhA+PNo-na$gZA++W^WTll^8TIQ8^N)5_4*b;=WcF=36~T
zQVi#>%hvCkq|H5D=2DDjEx3t2USews?b9OJ@Lls+_@^K1YOML2-F?Ab*WCgYIhQ{5
z*K;ybHLRMKcETpw;g-WgFc{I$evOJS4&?DlvbJ{=`{{MD@oUdBX7iEs;DK0L$~Uvo
zl>A3K<<;xU?OsfC<o;rG_&dy;oc$d>w=mcX^B>&TcTd%V#m14<ckp2K&X#(4SnBf@
z%9P3iN7PYS+46AXvM8zX7)8$B5HCvZ&2b_b@xqv^J9q5;2r;^sFKtPJvj-YcVj=rr
zw{K4LiB7dz6oE)Rw2opVf#u|VbF>c?xsBHnr(4;O$zU8k69F8TRwRn%jVHc%uozt`
zQ7JqkC<wLUeIst2#h8q<^GkQ(Ecv`;DF%YCw(|k>k|A_-bTDLpn1O*oSa^8%&%(E=
zDk?@T{3cHqzuE<=Fb949Ox+(tZ3CTL%NJnz=LAow-AvI6RZ;6z>baydR<q&>(H;az
zF?IJ9lhP-L6Z>Sl-Ba=DQC=-vQ|PO`ZVoblKXQD`W4$aWcN1$>8b7s~??k%>|HJaR
zAG=WE#bFqDNTxRG%A?~|Zto7QfPZ<<1{1wX&LB7DNB6yNjC!9JJ0&yG(?dx1?dK#P
zcsCedWxw$XX=)O{4F3Hh3p`>>yVs@3$?xwaWo5kAOL#QGT?O(94!0L}Nf()!RKI`!
zUOm|yzB(SDtu^jNe@xE%?f35Pa0m`147M>48w$ee`_}W79@GGmp9<TI8Ua*+&Q&$)
zaP^>-C%(n|8IJXQsCHI|g%BB;0KQrp(R|XpyWRyExf%H&^GMgmmjO(tN4<A3r?09K
z)G{R&Y4$!)Na`0U$VSuOKW}BA1cxJKEzg>_l+Vp#OIXo7gVW9-GbFv4>Sj&z@z3(q
zHCZjZ!Ux}9%u-WvXD=4zc+BCIemhsAVwgs;`q4xV_ptpQ+Sa0dC#3O2Tv%AR#;6<l
zY=4myT-WL`9A_O38EIc{IE71ARW)8A1Kic0vFup!K=kg}S*?9-&J>#fH*q@r^cT;b
zJu@eOfBEtSpOP}tV$3@K8B2r&NFIDDs;IU$;Y<NX<mu_@!QtWF!FWc;t0UuY{r&0Q
zv@M@55A>JXbi6tsyO=3jzc5zR0L|2&(AlxNu|kGwNN?HwVbk6pUfY&V`AWkS=3sj-
z??~Cc*f_oaqJFP`C`c@zE9M>e5YI{#@sClGVUp{<SXV82Qu!SsaQ2sM%8AG&%{`b5
z-kh+0D*uE8v-mQ)>OJFe_wVQ7YTdQWh#f9#Uy}R%+^!tNt~j+Tu!;E`<i1IliRzUr
z{QcvbP2s1!&AJaQr+-tI`e-}eMQcfY{76JfYC4wnhSl!t*RM^^e+dHu&R*1{3~yqc
zeiPJYCyAjJ3aQd>rD)ee_7^)kIua{>_n9a*UpCg{`eYM*jNjwrLvRiuKEB`m?Ij~G
zuiAv6ii+PO=n2#6@9zotk$q&MzQSti>TBEEmV57c!djS<#>Z8@efySbhQm;XkEv@^
zakr6k8?OG@DDM$x`9)PiV<o>G^w}sUTxCloNHDalJ}G>NtPkIZN4h|vw1y}FPpN<7
z%hu~{`$mYeTDIfkc-HSvuREHqf)~cNG?zK_Mmi!4I-vH)>9cxaW+rXWAD?zKVi>->
zwD}wX2%J6C)<t7aMY?}&IW$!a{|y}thkszFCY^=}*`%}UHK}YVh&$`GdlD0d?~DY6
zKY6~xQ3C7g4aJ-G#xOB84bPFF!;dl_&k=XOyW+XKzt>m*VPSog8H!8Y)9kbbg9+2%
zVc=3hVp38;Lu6W7T6>F)c=7S^a&O;Cs;Uwsv+D#LcHF+R>j=gsUEi(l<g?_OpPxTE
zo6_qNXD8XH?)-;rbi+F|grBdAERI5)hb6-!nJq`GFO?*?7FgQy_M=9XxE0@puvbE1
zH@9cmpvxuv`e4V6H2@1%(bSIIoU|a#D0oo>?U^a&USHh}%$-}3UKAe;#Gf%Tm$Bqg
zTd*KbtNnz7Q>1lJpg+R2Z%!8Uf*{fqx0}$e>12_Uk7JeW!b2R5M==I^>l@Qby{#_0
zGpkMnn5Y4~Sy@@u0TH!#H@nplTa!gf>QCT1HMO<fdD4+Y)zIxe|0^Df5~WCI2greY
zyW7Mng%_7bIPC7uyJp^2@w4ExpIZgx|H`{xDeJ>FA&c7cHupLA@r$<~2#KbN{@TXa
z;HEBzR^<&%MidJq`i6Zy{B&U!^_Zq~);GdB;%IUto9uR2dh_b$#Od5?GDm5UeM~CI
z2Gw*b`t^Lq7t+=Qw-*<!I?cxWkY58cX;Qv|9vV#s2KeBN#0DR3Hg4Dl$%qoVhpNZ!
zUP>&o?4(tx%!J`9e1i`uMx+1!BqrO*6<|EBQGaxDVtv$%iHh8v35UZG!5lHWz#s~W
zd*pnbMSfcwm9(_9fZGAp&G~LI@1KoW(f$Ei$Ts;Nc}yKbhj1u9%#3LwBAjB7bu7=W
zab257CXqY(aBrUc)1c#<Ey4X%LDjy=bdTlCp-gmQjnp7a{qhIfw+sDqT6*dgm%bN;
zdy=I!@U7#?7)2D=9@$qEJH3VN_AH))q=L1Fs(V_~&c<l|e^gh`@AmH4o7j;3#}mmG
zCrCT9-%9F2;)S{^^S3(guIsFA2{R~;Ua(?6^trW2ajVjsOWcG<mCv>q@G()HKK=dq
zELglTIvPjNWv9SVID1TXwo2de?#dC?RjOV*B}MG?Uq(hGNB|V>Y;im4r}v>^<6`eL
zaP3+fqZ>z)AXt~`YM2Yktg%L?MwID}6tRW>3-=0WVH?%(y`hwsl&SVOcN@tu1=SVq
zO*_()-o*Zbw*?BpCCFa?U2<Pg{<px}KH^-l*GNeJ?uPu>V1!RNWeWeB8jpzZC4Jem
z>H2$IZ;T4+nq*8?RAg~RDn4v%^s*asom})6^ABrO5BlzgS47N;NSqWO#pK3g<UR;O
zZ0e)Z5FI||pQkJ=^2fpq49HY57gtfZ)PmzQ_K!dxM-G=l2ATPolJ7@_O}rd2NVIw4
z`TG5=uPw5r%#86bw7!=<VP}r$33q(H+T~^$M?|c|EmO8lSGK1#ABp9NX4=U)9lax|
zN_2B|F3z=LAn>0rYUlDbvGP#1<(mWDi&sA&OB;he-82sQ_eV8X^meqNeceO8Y!f}X
z!F?B!pu=zmE_yQb3?R8>Cz~MO5{dlY^LwFjSa*J5D0Ya4B-Gnc&K|AE)LZ$!(E+rS
z-<zA_tVun~%QPJCze)|nP_G@lQ=?T9*VH5-BqWTBkN5xbg%{?RkwLli>lXnzdAJ`0
z8<yt(zWHgX)eZ0RaAg3X85JF!N1Q3x{QUe;<S)>1aa&fTSXo%Q_ZJ(9LsA*yF-J#7
z9o*bx9UQnB7#Yu72+Y~Z$;q2sc1dVNeWS|CSOo+HdqzfZR8>_mad4(Z{Nq2EnXMiC
zYIQ&P{Yc^MTYAE9BO4oR3=E8*pddO(SeS~Flaonb{VCzv=w~6hckg80y~8alFE_Tg
z$8&RYySll_bJ`lUe%Aj;DK-=@J9~KN#v^y{@5yR6O2VQ16PHp^M@L8Vhg-%x0Hgdf
z6>j8+xhQ)-oxDt<(TqWMBorWj+1YH&ic>ivrUe@J86lD%g?x1Pt%)l8<3|)w0FpmS
z4WBQEukw}t#?^a|M!MvPZZjtw19h!WtWJo3F@5l&UY7K_yf9zE0DXZ*g($f32F-LP
zIU~+rjT8<OV@2hxL`C<txyIQM_w^M)lx_fCe|kp38a9JXO-zme-ZuG>%EP3SQnm06
zKqPLT8|Q{vi_uK+6{y3fVYJll2l(oEu`+GFWv;#$bUv;1%9Gd|{2{2tH8eQbmHx`6
z#%7kYppfVG8<Lp2yMRm-ng8VqL|avLQ%qs;;X_G#C&0-YKhj=A%vxDlU2Ucq)|d|9
z{@&V}9GwJ1K)ucEyA544Gc)Z@-#1_F7DFicKZ<c`aq&Y2p~c0|(eY@a5HDx9K$d(%
zNk$en5UZhdku;kq_jInt7)7&EHyEJZeh*}1WNw=o_O{!D)|xLSd_}V<-@ZxR{kuJ!
zYqZZ^5c!LVhd1DdgmN^*R!yd7qRE<Ma(VD;uHNd&yDZ^SIqclt{(kiPoAcfZojPvk
zZI!?o8z=&<shRgh?Tx-VB_AK3`CRld5eW%vmY4gum)MMKv!JqS{3e!+UaKn(2u}>7
z<uXy1msN|a(PZ&*K_JMD0653Q#Pk!R^Git~H8C-%asI2;pMa#UqN?iu%4R0Vex>8+
z{2VQNEVR0s3zXo{2AkQuynyQih#G`#4#YgP8p>0Mk-<BkbQaJ0heU&dO>r7}+0F%X
zS2=^RJY%64AR{bQqvec@<e@jk|4R|hy~W+{IQ^gX5{C-E*Gmjhy<2~t{o-O}Wkstu
zeGIptpp1kft<hL+8b?BfZ;llY6h*iHFy$2e_(C}u2ojY+KtOx<bt1@G(Aptx*FEjF
zv!8FHNY_y{6ciM=Ek>zOF)&QO|MyH6jW~zz<-_e^r|fVt$8j&7s2I~^=Q`b!Pt8;h
zm(WA#Oyzsi&7map2bw}PmSiqNTnK{NE|<NUeD7Oi#L-}%K7FbI;9N>t+W60pG-l43
zm0qPM;234Wyt3@RffF5o1;K=U@5r)!Z&)NGC9T**|Gt%xLGO<u4+KGC(icH2_=r_(
z|IibBw!Pdgl$W1>Zg2^pEaIZss@no2LvgK$;C{M}YhC^*WPG+{Hy8VnAST*pZ6i?8
z(7I=4G!JD>rLWV~wNzC+GC5}}it;!W3QY%M!lI&H-g-(w@CknmJenLZj;0E_up)-6
z=gL`P%tQ>&pJSwO8TMn)di(L&Ev$~y-;^=+J6xZbNy*5VjAp(TaQgE&OT-5Y#6hug
z_WIf1$<#Mqe0h0!QDyv9*bCNv{95cRWezN-vPxvw>ID&B&$91JZyQEOo(gYA0_^w|
z_g4gD0R6*gEM5x1Nio>(OgHs4OnTqk=&=6%(SpePDh?7C!w(a2A3(ztHmYU*u}}G!
zN8n1oC+;~XE5-qLMj-!FY*J1sJ-ti@G-<6ETG5!)RI=Z{$7SOQt(!qTTxhh91tBQL
zIz1w1kOnHR_ucV;`(~1sin^&gkrg$#Ms=w8U0-pwZ`t|!`zL5<XzqUtQxN6iC&it$
zBuF2SEZY<L7+Jy-S*#V<TVvU>jURuVk;w7BcrnrHX1~<tF}d2{cDNi}Qo_79-@B((
zjLpK5Ztuy$n51yL>~&~-wAu|yDxYQh3yV=YCMI+M%6YflC3<u3JaTLVak8N?E#c}a
zzLDk*PLP!7;4SfgT&fxLjDDDLM@dLZ3Z9$O7WTS$EM_-n_y0H7eAov?;xUx~{^sT;
z491xf>3e?z1}4(9v@`*i9ipd%kAD9AdGzxw*V=ktq~+pQj(xog=;9(($gOJB#<0Vi
z96TGc%5Ap!Qj=qUXD*XWQWKUL!_5;BAJzwE(<-?noJ+pdo=NPZuje7Lm3ZE^KC5=S
z(Xd-sf+jYv6r5oATa;O15(57F2(aS{dOCk=u5hyUnf+32>^fzeP+j_?+RfK&FJso%
zAW-uYKs8Dkxe$TD)!#YBJ?5QAk4$JyBB>lt@PuIe+QpB4sD@s<)+AVWM~Rw9nqE+l
zf<w37uf6@vm%2IvTH4r(imjw8H8nME?<<G4e>c0y3!f6!!AMN@(h@)4Xme*L0!%VZ
zEiFAmLs;Nu!(wBLqd&|y*pPxGcR1Ttt<ery3B8BTCY6t84WZKd`MJ5Aw<(-QXJ<hT
z4X?ltIX+sG?8m+Xpg5WUcV=cLEG8zTv5|joe_vHiEg&(GXsN^JJ;#5W|L$+MXDTT_
zE;Sj$!>3!_4o$Ylb0bcjVXF=Ti0|p_6s4l3R@KvsT5PnR?5O_vQ%x~TnB47PX`*!<
znxuv9{B`Qgd1U?`U3*K(%Jxo9J^>vWjQtW|4gr1Jq9*5Q!gp>kzwIqGCw$EwF=u3D
z#X=lLUEPbava&c3CFNSxW#LYszmN&LbAx^$dUm+7l5_tO4cvHo((}ZVmC`Dv#UY6@
z7WHKcN-6k655UR90SaP}80_M3rJ7Izj+h4j--f}d7L!^sFh**6tH^>vw$kClS|kQa
zH`(h?PuDj#R5dk2cuf20czEJx!oh?@UarZbl~o%1DZIkCHzaLoyo{ymcQNuy5!Gk4
z+yt|qs!AL1a3~@Uy?pJD+Rlw3g@*~a+V%QmBy-tBmLyAJssS9yZ#3((m2?tdi{Nj|
zjQe=TFzy=mZ0b9oz%bo#2iS6}Q_b}MH!mC4adR-?N8)K3XS^gi74Z6t!TCuh+~V<`
zt~07of#@nNiUUPIH!lwl0j>9uzphYZUysmXTOgv<iin7?`h04Js6bK=++Cj%yPa1X
zc2<3&w|Up%c372M#%sSUyf;@XS!j2-+>R)|8^W%xuB)G#t(`b@zMzW!yUJHs97<y2
zG44U_Z?34Uv|2npIpH?{LH0^KxX;A+XMw!?<uA91T2t8t)5Bk_p`hECTz=GesC)AK
zozd}n-xXlj$e_#o@PdM;nWB)vaf?Q|=GDcb{qe~#SNT$R)dqNVYY2rm?QsH=QXVnf
z^I|U?PxKBS1p^l~rJUwC1K@qoIUccTR;V;L0m_lQNHHw{)OK=qG5~<y9lLG+`4ciG
z`am^VtQ^|j-o7vgV29DcQgf55(s|qJT5qT}^wpMJ<ofrM&$Dm9hy=QnBwLB|-W-9U
z_c0p!W3sL*xBs%UV;}zA;yv7*;>FOsDLZXh@jk_=%poKq3PQssq2uJl1?OUY4|tZj
zHjfu1oO&gMW=w?P_@tzvS6A+z?_Z}=0Avw8L)(X+sGi^)EvQN}o2s4>6&%J&ApkjV
z<BxtWZztP0b{BA1g)uNN!23bgnt(V1EehTg!vzj|#pm*~s?7r+yX2IV&|m_uU#}gl
z^;%nd8X3_cS{7(fIZaJuu{3Xb0K_=%r?e+)xBxtdhD2eJQil1Iw-RyD6fG8!a0Slo
z(JY*Aj!bn^r|-prt35<%AGlQzSb7u7l)u18F6*4$s%xDU*Trd|Z@JjV%X2`yB>8;o
zUHyGOUCQt)nbJ1edy#xGX*%tQVq#@VPi%_g+Vcq!%pZrn(?i7GUvH$}`(Tw}{~%<s
zV13yh>p0PIbv-9}_iQJYe;%W&a2xI8K;~Pq(PyhC3UVG7MzYZmMxF(XCM3<3A^-pq
zfFGw1KI-b|tgUtjZqHWJ?mM~=^k`M-b!WbIIs#)WtVWL*3<u@r3kuKC1q1}PKOE>n
zkADSMS5{Uo%hbB4qR!8kZE@1j(9C_cqudy4j6vWCFeqN#U#{=~Xp>Z*+ZRb{dUdpB
zxncmRpF@Bp>pKMrYy@~wib?bq*Zs1YixK{n)o+ic;kvk?frW2V)<3%~Pc(IehGHPF
z^+dib;`>?iX1*spKL*r@$#R=VO9wUa4r{LS!4f%ORmREU@u{h!LD-oB28Na42@C;J
zudX&?T@)}zzklxr*aZxC=S<WPNXai|!`vX*Do>l5n~iVI{-%of2!g_1<9TjfxtsOc
z2|bd8L(L`|eAV~<TuTNCqvT#x1i;`ZG9F|w?+%>r&Jz1HH#eugu!u=dm9@-dUimOK
zGBW*_%#40yKCK(2f?Q0B7zdCcr;&M9lSQSESY77k=8Putq{E=dNEFx|NILC$%lLN<
ztu8uV-2rG(YvF*2bbq+NJigw_W{Y{D37@aGN?30OlUvARauY;AF{$=}D;NH1>~`(U
zQfiB-NJ`vdkhqN%nzzEJjvAxQR1{69D$_;cH@4QB-g_5p`?xYww>!&1Ib$d(F58Gi
z^_hq$O(S&japJ<|WbYgE*_0#mKK@1VeyBEUh&EG*9BY6alSHaIS;wwbrqNrvDIUwq
zoRH-JnS*zeBZ}#NeJW_142mCCXfy9&{GT`yoa`{umqXkAB5SFAYX5#A3N`!8lj)<g
z>usw_?r=Z0AX_djwlW6eI?cEOqh##NgWc`LzAnUd<-ZWQ4L~^q7Z)D*%8LP#jF&=g
z2k<8}plc!ch5l15K?GV&Oio@07#LnJU#P|ok`i<?es>5+7u{fP>^9$Zlcay~;t41Y
z(F&B(s@jbosf*ryE;|+0Z*}bh!_fp7ufqDq>>chw7yzjFwR>xi<305C8&E{7^3``t
z?d+mK)ye}T7OUzD#7OIY%;0&po$C@K9Z6E^fu%|mOfBR}mRLp$$lYw{pUwtZvtA6~
zc*?I&e`LOX0{y!#9<}lC^jrtE0kq&i1+1T)5C0+oyrpB0YVHzKmu4p^ziVgdHK{%O
z_b@)roPs(FO%v%{yZxeq23!D>htA5%>TvQ~zR$+4FcmOJ<(M99tgLEMO=J=Z3K4mz
zM6d-yXo&gp`O~M&40?~nnG%e5XDTCR6P_#cDNtDtr7jd)m>(!*4uAO9$_<B?5^C`j
z&0fu=X~K;os*EDw%?WN8n+!Mj`-V4n0YRmYnrI+5YEmY>t_WYYmsR>|>H&CTzF~D~
z7SjyAoWkvXX|fg!2P#zkv}CcWw=%|qS@fx&EU~nSun9h%Jx_deovwd_V|I)3=gC;}
ze!Umvn@abHNM){d-O*P|qpi{3dZeC`KHqR`{%B}~ioDimtgA@Jj5SBcBlgtG8TG32
zc@0DZsn{(<FrVwRYPQ$k1wDGgZSoEC^OjMqwsxI4j$K4|<hy$!hMbvB8CoFU;E7y`
zaVS}Wa)R#Vc;qe&<d@ML>_Nm`?B|_LYZ*?zRVig;Vv^xteFj1Sbd1<#r|DX&Nv6-J
zNrC|Z0hSMcc8k#_RJHm_L=M|dV|3af1nW^vLQX<K5dpCJ_M4Q*$jEeRe?86tP!^&V
zOilX$f)%ETy{L6RUJqH$S`G>gWy@M=_tN4piHH%59laUg=MO9C=>m0%i1iE5Jt77$
zsl7!EpM97hleO72ecxb>W^X^jLIpZL=A%cdZ6ZE5_1!kvKpIfa7J*_t-Br~gn7J~s
z<UL$O;1)@9;6<qR45<d7Un6WH;^C=5fY&!22&BH+{KF-XT}Z(<^z<LhFE-jrnz-nU
z7PO7Yv@<AjhRWvbY`;`%GXr!H2Z0UlWx;b2lZTi-H?2-d3EzPAEoY7`iuKctcz9w^
z;(tURk}X(&=H)?p`IcKzW3jWk5vqoub2#iB^DK05X6cVl1d3$qlNZS`*CxL9i4vo0
zOGRy-H_@z4ZsNe}c9l2mWom99@1d2bJ-Lk?f7q%cI~#tj_#VQ^zV{-949BE&eS=lA
zla#ZByFr3YFYL<FZ3m>Jq;&tK7)b(!dE;V#k<~69ijR-Lw3gJaG4da>36}~0oqjB*
zStgbyIwyy&J(i7&ODi%6fF1-c!CAn7wSoU&O~dMSdGN}z%AnoT>TJR|;2nIT5Nmv)
z!Djlgp}xL;^jE5Jbp5BpZYw^ryT<w0y&*X2k=mA36Bar;I{4vI^|4$XS9!UO#r!-x
z5KqL}0FXy3lU#x%=&SUa^V}=n!cEjS`yPvr`vYXucN!Lk`8n^Ep!0T)fR&2Ka%zJR
z_;iwoTF_Y~k?)1M-R4yG;Gi5}SVmWy(*=u2H0nJpr<5zxd_M7UinN#Ty?gp3x7c2}
z&jtYj61%;oU1D9v!&$+oWx+cJjmI1wOzIyJl?7U15RXL$_s#t?68b7S7xU5J7kA6F
z<$|fymxZN!W`0lA!kQxdG1ly~mr6U?p%2_el1f%@q>Ept<|V)MIKf9y^LXeX40FFo
z7CGA^TVIQ(c8LV@!O`au4<s;YB?^*j;~2_;?l4#y&Aa5;z$ZvQID!r_=6Q4TEs%=j
zJr-Mq&F%hKbU9dh{Yte6oUrBmm%`Cob@QF6QuEF@TLmh?0s~`v@Hfw2O(kPs;O{o6
zrAv4dE7k6>hHO4I(`lWRyFLoU4ZywRe&teD?j5shYi~#JjG&-1FL3HL8I9|O$b?Es
zmu4qS5%-OMtA$K=_-zr@y-pL(!p7Fy7g@HI2N*{8>&+CLtb{z~#}qH+p4~j-=O_LC
z{W~jvcm|3d=d96jDUXSbO(Ymj`z%KLqbaR?;&$fhEMj|p%zyv>sNM7Y%b*A)GGS?t
z*yn2^SW<*g`qAa3mN0+6SY_@EC-^y_FqgYma_mDT&89mbi^TJ)s{ehDjr8kSSNm94
z#zT}KU)kCq)MPv98}~w{Y#ja|&!&XX)b_8IJKE26`Rmx99A6*T`w)C2SgqSuqT2oO
ze6eLBg#yFxO8CYDN1P#HHCy(~_?yUAk?pnoH-;4B_@xq3#6TNE$&fa-l{MT;o5i5@
zf&QT=tjCzz9M);CwWEp}QT$7Al}Xb(4Ng&fx0V?-|Na?AC*klrVTtNz#g1;L$b(Qg
z>cuD;Rzoq>q(|vvYC-rdr76&}iMqSH(P>wf1iUUPbQi(hM5j-JlkoTVXSGY=vbo&L
zm7J7LVfu000XwHm1~T3Y=7#Ta%)}6^UL?G*u#h6wI06euaBbpV<4J(kDDfx-dg!cW
zuHQjXZ7yVpI?M~uTi+=TB_DV4>*}(yo)kmhQujADGZp4`EaFnc=vdg;#A7ZTr-c=n
zq{LQS^ow&d|A2Z<WL7Oeh0COzWjijMUQ$u<a@*MI!zXgnf{5<C2=p<Cs6~X74a7FQ
z<fd=<X&LBXB;zV-X-sOtEDFKWwQvSI=QTK!li;tK9OEbksfGfIG_$l4LapwRp=eh{
z3ID&|8dV<*#eH2w>{h<jgbQljt$o>6)|65suoD8NfvGj4KIv-BkEsh>SoWPf*oVFy
zkH6Gr9JSoKwsE9Kx<lkX6fyzAn9}11IL3@@vX<9oD!e=nTU>+CJ~GuUa)~NGO10$c
z;tpI%*6*n&SAQg2TpDzD@Irf4c@kd|Z7R^hrdYB61~fJ{E(o`%iAo^D7V3FAOo)H^
zI)@XL##UEXi|<Z))J$;&>St&0+n0F^&n+zE*}eahAybr7`vBom2)W2KILF?YXs8<l
z)UZ8YcOh)>l+YLuuT5TB)7l+1HTaCOF;WT&SbhuJMX@3`gX>-mPe-&kc?mZiB=viD
z5(lR7v~00#?3degj=cfnL-DqkTtU55*#NHojf{BJ%0_#xv?DKqaV6f>HoQh^v!Rgn
z0S3$XsSj_4vYbAfKOG;fq|QXUNrDSy6#6z|!4{h8#j!(4m`gZ~gk1+a)62EeepXzl
zq<doWsk~pa{BR`qdFzoQR(H9b0b0rkT1p>U><CJ1Um$gC>I*`}fq0&lBq94f?shya
zwqFWA|IOVF$QY{4lU-5q8N{6Q*T`{Ydd#7p;^B&^@J_t;9=*m!s@U56sQh;E@5>ds
z3zwrr1%7pK3sz_j_ITXZ9ODxDFSR(!--p&}(Df)LP*w_=*)7iOO`C4}VgPKO$5Cy|
z-oF(0vBHvYx#MPs4al?OdtPL`AHvd&3iZTyK!K=t#RJN#$=Uf5m`eoR4x;w<Y(ISX
zkORQs_ODicfDPinoCzl5oU$@3vHg|X73cvcp|z5h09ZgMb2<jm8^r8x`ik{Mq!V^4
zIU(0&yM@}8qOK`bCf43cy_=J7wf|~isgq{T^rg&?BueqU`2aOp1^5HUlkf5i9lrnW
zfkHIyQN_n;H{RcOB_xg-!1RN@jSscI1J6`CvItpPb(``}OsWxS#hZ=D+O0*?vJd=4
zb+J7$W&Pyj?U!&LnHtUsw?s4Xj=yFquYau|nRKEic5neUX(~iW!16(ny_{g<EKpcj
z?w!BnpGQ}TE7Ec7D9eMPzh0eNOMjVqA+}>hSA&r-Q6<C&Fwd;^zosu=2#=3<N{<)_
zoSf?cJ^t>qU@%a!*8!f6`~E=y;1u0jBA^4=&eb5**48FSRKJ4eq#9hq6?@1kb8(ag
zCc;@2N!M`F|K*z&D5x0|mOa&|H_d;Of3AD_v+ixwbg<|3428k5_JTA*?X&x96|NWn
zut&ahRGp3m`O4`yU2i)ILOM-6dTrY_DT-R>iLv%cSF6JJ443M(DnI|dTif0T9Ffpq
ztXv|UK8>aXZJmIEJ>J28TRgiVCeEh6EHX0!sG6>@<D5vzT5)U2+Fy%3FXK*<P9END
zN;U{`*-{sOM%(SY!);*x%wNNz<yQ2T=XpoVBQCa6-Ws!~1;So6i%~GaPTYidHC%Kx
zHQWeEU&wW@3&4~3)YP!0B|V^LF)%Y@=F3F)Bz&$>h5r0ZK_{v~v)s)y{CC*=!>N9s
zW(KhRQ&@f<<5`VIjhm9ZuwVV8Xy}lYj*TMGNL7QVu4A_U{2D1~egqzM3bV=f497)w
zMa2#FBMJR<$i{(NgffH6qU$R&j`C*JQT}#&K2bpy>OU%&;xBB0tAMes@<RSFDTW5@
zgP;mRh<zy=bGPF3>c2YjN`bTZR2bb<97i`v5>jL1lnAmH@;xbX$IYV~rQkpA^jI%f
zF3p&S`1N+j&-=@H;#MRlpEEM{+B%)O3j>{<SiSh&t3?VWG=?(noJ<sjlmWTWPrm6q
z^d89uw>`nwa!Ni2%MW?Q|5CA|<5^!O`KL+|Lpgl9eG#UGf2#8yCrniG0GC%@ial2i
zi|c-1A9|!oX(8*c!NThIw3{S_YVmTMDU!^@c`|B&6jnHTsGO|#!0bbs^)p3qZ-4Q<
zDvx}M95K>+KcfMoCAPNWnM)voju6}sSki_8URRh?9jBIxOdxK;9f<Mx6ha5C$UmU%
z3FJu=WJm5?VkT-V>6D=-S8;Vu4&aYY{e!=E-H3Nh`8a&~q!ua2%*Li(5D$+mxLO-T
z*=zMC#eSW^9WW4QQXo~TGVp1Fe9K?d)PIK2zgraMTGY8V9yeaN4$%F^((4;a!hVzR
z#3wm?JL!4M4Qfk(+2NfVmU^NXuMS0{wPd$G`)RiQuY=Ea&JV#ddUFV_g^5|R;;RND
znaw&Yc~}lHr<lIz_u~MaITVlf>)b*HpPibp{jZi+2>E>W81>h<vvH;J4W5dP=C0L-
ze8#9+Xoq=C%XnWoc8j~qgn$fd0<UL|^Vwe5f9Zse7lj_b`j6t3)8MaO$c-&e8Aeyj
z9nV8p%z2J6&Y>1O@P~ftb)o^Bh1UR{M*D{LG=FPDe*Q@&<Vi!CWzcn=xl8s_qE3|)
zG{l!^bL?1*3)icKGg;c6KS+JJoco_=+J$Y5d&wig6khn_1g=?HL|1s~|Ico6_HCm_
z;m5+KCtsFs1-fntI*6dU<0jtM#DWp550c5wFnFw+_^TJH!BxWc=H})Jc+D2I+CU!G
zYHilm)s2XYi$h<~=$%lR{sfK-3kxg#ZiUp}$QlexK*nrZzy8(gMjtO%|0kF=<uM!q
zu6I+uzc^ob_3G6X0z6d9Cq`V4^WV#6lpvR6%<Oo!y@upD<z<?iGQV;yFj5HfDUXmA
z;pR$dd@zo1U#q*`-ka7r*40v#)~QkbV>}@_xcN!?cO=i%;;reI`wxn^*-_T=4HM{1
z!0R}kTC-kz+*dObhT}BQwvQ{I^9!ld0SZQuK4b}w&_i|lUBYFt((HsGfdRGEUZW3L
zKXnM@aEHeAkfhTVU*9A#>T}S96ij})<JP=<m5vOs7GT_2|7s8u6C+GNKrE$ju;_n6
zNSMb|_LPZ<L9oT6=#y2zJ2}szRV1K<yYTw(ZMKAmhnv5zZdTP2Ny8<HG`rYQLLD|H
zUtD97Q&fz~%X?>L_Uz+QPG?iOBs0-EU}T|)+5SZD-NnZ0^=rUB#ee=>>39cZ`?$<Z
zMXxr#i-TX0KYuP@>ybnT12^9rx3}ZOMMJM)K1A4|ea7s$@1K_eH|O}p;_)5@`)1I0
z<=}yJ`kx$X`GYDehreAp+e_w_+uu|OjNzoY5NI^9b4q;v`_>^jayVYU^!g!<UK?_(
z=*k-$U<XpT?>E#|lZQ5%!PC9ywLJScc2hpt!}Y3z`<lyba>W$~9J5yqCSo+1+_GnU
z-#-0098$|5ai`*?b`$are1E;O;wbU@{?g#f4-B?v`9~|iY#$rCAU)IgbD38|1gw*)
zsypUwfC4i_+3T-&{+mZbzDTv4LJtK62Y2`ON){?{rfl?}-4I!+i(d)}cwg1%>XP`=
z7#bP^W?*3eNKBNTUZ_tbMlZ-~8X7cM9_k%8WTH1N_vQmnP8M2E-@SXcJzbvCf1D1c
za&bVT5LYKnI&G^Q#D;~50ln45;O+Gs5(+x^4C8Y$ywCO#d9m~n!QZu@!uldjOjCsi
z9@(APswJ+1>c<l^4IEdtB6I9~`K#)T9-L)^zj>F2@|78PR&%Y(O3F)mh)R)Dnb3eK
z6W`#eH&tbglP14=gJpDWUbTa)4D@eeT1%h#brZx@W&`hwraa;HW>oELX0(4p=zjl_
zN~9^!@B8qv*miiCwaX-Q{IJ(=@^zb9FX0X8xY;Kx+K3fD{Dze$R@X^$9&gmM8|Syl
zUs}fL0z!3>!svNX@PQAth<B4t^73>r;K9lp?!hc=u3rb(2Wx}pfVULzP?KDs6-T&4
zfPZy=Ba*Aba(kaZ5tBgUB|?t=Kd3*XRYOB#ZI}z{gtukAvPqt3*iD)>XmMuAH?{+g
zjbu*!GIzk?>wTUb93AZkGe2=P&}FM0WF86Tv#3cMsuptYhkh^l+TmF7OrBLC&o0(E
z5-v<y^LJ!0@r~wBg`X-+tohWl6Ycp!Hn@FAXd|UU!hCqH!b1IOlSSO+&kzGH&U+CI
zh|+LB>LQneTjz|WYG}&mSIcefnsNROIY&9C<YwThwJE>6VUO|511HU|9zSwf@#q!Q
zD`C<}t!e|M)|80}|5U+KYIfIKa>qR7xTmKBf`5&clFN&@;gRQWsjc@E(_hM0?t|zN
z`1D&2M4mGcmN7&`%2wt<T3@Y&(n1uLvN*$ls+w9r2wh9<UbD6~3kwS-fRnb~2V7M1
z{EY3psU&!jSKL(gA2h@v0<Xi_-ux3WyZJAmU6lGb5R;IY{2q*#lb1(Q*&V%~kfog%
zO^J_3ipV311xhV<)jiM<m>J%Ip^C@-$cXrbZqCd%R{-rJD4>%{-G&~()VugX(ET}S
z!Ow*!2scd>)oZma(?>V?)x}s{dy#5e@*wKgnH{F=otO~)xBkDE3mx2BThAA~aec7j
zKHcD{Ct`)J=Tw$k>zGI6)ytGmoxhMS7iRS>ICg)l#!=dT<F$MI{?1<8!|R!E$Mp-}
zrVEsg<`W3#r0j$Oq!zM&PJrKV|3Xtt80Ja0;so-y;Q;tevn|$(g>qTu<ji?kn#y!!
zp==FhOIthn_O-~-4NF&Nxxxd0)|JP1rSIR8?tNaQ_Cb#w(4KeGW+k`3qO@VC|M-g{
z5Cc!s2H27LPEH#VJ3oGN5TI%UL2JF=d3S;haT>JE!Gx@}Wn!pG|70*Hd<RMoMy|@B
zL*ns|Y*E9?{hjG@R(_X9L8R0SWtPSu4Y0O$qoN)Ih6Wd5KC!884<TTb=~`JaB-rm>
zb2tKWT<^rh#I{Sb9;fT!GS2(=?_mug4Pc^1sF?=Py$c{AFzM;(o1C_A{h$Rk2OzS}
zut}Jo{uznb0&eH$g+G2o_3wy2E)@rMc&z*diW~g75QPVM7I}a8I|ze&>H0dnYnI1w
zV|LE)c<U`>GQ7$$cYeZ2Mdks!zsvF>;0b44<6NuxQ<icy$y#<-y~mqStpI8afxNV~
zs}s5AFP&iEn;rmG_9IB^r{UbSLveqEGNOs8062N~y7CEf+Z!IGGXgcUG7ZV)s6XN=
zhvn~dRf7WV-_oVb+>}M_Z$~P<5bT|wAPBoBT%9k8ij9pO0Fr<GLGVc4k?t7X-HT#=
zVSTD-kM~L;w7ys3`&8VFj3|IRGmUbcNs5TTs?e_ODS7=E+T3qkkufsLQOHnX{sz1t
z4L8)*l7NW@q=Nfd$?+0=0##b|3h3I?3!wKQ{4H<|o>Xa@+|l>(;hg#{t4Uf0Kup`t
zkF5c_27xp1KR`2MjXy<|P!9@Y)dg;yK42&uuhJKSHPCi}8q(k5vReZ^`1WC>0{!DP
z=y2uhy(a9yU?$+YN2XhEiIg)Vegodg)#;e1BaqgEGn`da@DYY&Py(&f-vz&K{J6H<
zo)FtcDOQJ>(8H7)=!K!}WZj3y7DJ4@m#sy=y}5|p?(LNusYP1vWFHC~#i)X)Wns@0
znHs2<gvP(lhBGNT%s1p|mL%-7(Lkcb(t#FR5ozma%<-b6(s$I_S7nW!i6$-!IKTG|
zqH@KB*~y<g;)@hXIz{+mxQ$?7OoL6O@7m-yG`_j$oJRQ-I6XWuQ(RJjdUdIkvm}6&
zmm3xq)&-mZl{3Ek3$GBt+UmLwM7c?uQG{v=RH38O(_SDSo0dV9J75W+3rLGoYR>?u
z8gKV<^9G%=q@-lrX7udLnO(ny2*fMd3-c&xg(n#i00>0UR@3;n9Ic9<?M%Ndv<%?`
zUTYrcpLf00q|EMI5}Q`pHRsR=UWAYV{JN5wn)i8s(^<g6MKZ_x@j44-psZa7M+q~$
z<dTzz%&0N3v3sY>wQ7OM%yy-N8i1I=k&)p1d`2)yb6Za_1G`%<`>RD@2@V0K5ZmQ8
za_HfnAM8&A_4G(IH8te`tr_9?Mo2VamJ`HgfeWjvMhLsN=WdXvHt&6LE`vrU+9(+@
zufnk|Qwn{Z@DpXWEbFtxQssA$8E%%w&+OmzmzK(lRW=0*VF{idU4p#BFJ7h3>tZP(
z$7{<NrpF>i1{4Ea%_~#um;Lul{kF%gSCO~Wb8x%DI5ZyNy%w(i5!>m=+w`-HtKGob
zxaIV)ct%+UZf<-aD1*o813Fc$-6CJ6po;=e*6=36b)?<l-8=)`3ursm8hcu>Up=R}
z-ALogDzr#JR^1dcAUxVJ_A90#n4i1;ouKUS@XyEgSBpmB8(?PI=#Q2}*tmc<E=M+&
z1~{lffqw$%_NoR3F~E}nT$1!6A~cQmEB)Y9<I?5@9{YHm?*xNWE|+Ermtycf`TiWy
zfVdr@bt!O**noldD=%k57(xK)4PFA+Kf$dd9UmV9b5s<=P;2Q40MQKKRq<%cWafZO
z`s7!OOE1Eq2PFP{&=G-oIpF`eI8?N?!+>!MSZ`2(VD)VzqhXrDh2{GmQ1F3}oeyku
z5j|8ch>KkO%5H~PXPD@OAm{xBV&L@#16Kf?RocpmB_bjM@zmc21`zH6#M?;V?4m#c
z*f`;B7b}D7ft}oMLI98C%+%yI8)E4>LQ2~4NctrFeEbv=BRHRuB&2lFJZ{wT&ttB4
zvx${!luPLDB8RSDuSXhJ9`_lL`~DZz8@kkq1fwDeZhuliP*+8mW>&T(3A`s)pfEX?
znSb%V{-mv=^S6zbCN$Wrx*jD|+IVcgxZZT>cQDLd?1FlAwY95c1*TAk<Y^k1$85XQ
zM4+jui6|b^H|px@$G_ZGUUiK|ZAJ4h!+<;t_Nbs~&i=Ow3N_{<6rf}l`MX-^?CtG2
z?9K5!Cgb+wbNPF9ykRb1{CBRF@m;2XKcdHboXb5W+*@eC23gE|-J(PefN6h6b;k`B
zU{~vx%rVV@{{S^0n44KmS`50(k<vzP*86yTmi^pJ`DmuJ(en1@_Hy=$=G_1L%Nb~P
zCWQw}R!cQ_c)e$KloYJVSew$MyqWQc<!yc}M021bg`=8-zfKfzaj?%L;@mbtz$Hwg
z+}G5IOIQjP5z>(z_3s>?RpQ$ahUBxcJ!+q8ka_61V7E=BiK1T&!Y3A<;EiM@l3oK=
zG{p1P0;t>`V^+s}C%}nil1BC6J*OpkX3dkMeN<;({pwc~C{(x@(A_Zxkn1C^Pq*?b
zqB<h7I<(*Od;cCq^jBbrFj}a$LRinfX9Cqz-V^KQ_I3kwX7~Mu*&46QkCBy&%}y4;
z!bAy{xw=5aD<-t|$U%#@lQ9#r@bApSDwwP=x=^av2wLN<-p^44Qa4>^{Pf9$s-X0}
z^aZBt|9IlJ34cd;ta~&umRDM8vutg=-^E+yaUl=+)?RvwW+x?uI-2z+5*Q-KR^Qa>
z5GBV%2305Es&dMTplAK0EaFEqAI%I0Mk)XsR#uU*z(xjyg8sM*(1p=_t*?j?xdN7;
zYCt>zFQb*HA9_R{qAejxEn>h!copt*WWqqzbKPGEMwnFeTby|;V?O?BF$TU&PwI`0
zjX=Z(%)`HXnR$#Wa02a@%LudfQ8xxHnXs~HNFv<VkuDw)2;;w5@~R<KjvO5rx7H0_
zq{)nNA@5{3D_-PZwqwhPf8(#z&|s#5|B2)ceQpz~-?xp3#+(IOsd2#YALN%e;c_xR
zAxu<>$*z#G?&LK6nzK~K{_K0gY=^J(1~Y_KpX{T;F8WWjH1jRzO+Zm12JY})Fnz~o
zWMHQ$qI-FHfoIHxfYqApl{FFAU=e32+)&IG`9+uDBN7@NDKu+xmd?UF3`IcKhCL~)
zDzwZAFt25p`DgW0t-mXso#`o`0i;;=Lb5)*8~ZGzRaogeuP5o~<kYJydLLxpagC1n
ziC`{p+~~(CC@9FOsZrsH$zujih_10QJY!>H%gG`L2VpV-ZDN}^*TgctwFAs@2<Yd&
zTiJ;4eo_fKV*>eCQcaBzIOH@Qdw@kP;WuvxfO>m$<bbF~0O17!W0HZ5`G*gwXKzwZ
zwqAZ1#0UFnsGuy)wYqTu70M43I<UZ2QekRu9}C(J0&~9cy7<=R51|m?=NNi^<>l(U
z<2CTTHWT)~!Uu+uE?`=51P1#L=H?PlJ$<WsHb1ScuLs1%;e%;37g(MUW*G^I)Hes1
zK}F~UU}q9Lm*-w~?7tycoI(2N+`#WX6ZZ7wz)}Vcuz5AeUd%sWTDF9;{Sl50^S|(~
zH$5ZJ__#Hp1wFUkoQnARyRHN55yYL*0)Q8^`bFpJgM$Ei!|}J7at=B|`6Cx>QpLX%
zFp|gsQ2v)awx}aDQygpltT(bukkyu<*GV6mklNE<5k*^>8}mBcVH<5LvyK3ld{|`U
zi|+<IoM9v3NlC;A4>`cW%nRR4cz}&hOqIyi4zkPmz=|B%Cjorh69836XDBj(()z4G
zjm6f^ZhA<O-vT&n@rj8G-8tgrz@|Vc{>Tqva>V(AZ7p`~8kkt65nNv%CszfNjjfz1
z%|M!NdpPn`UXt!5ce<KIn_aurVp`b)OiacK-A*WbB$Qaz4Mo&voUGJ@LG@WPl=@n^
zC8;h%j+o=G=ujTE`i-)x62Xv^S<TkG&HOW`0<47ist)dOsc$7S?m$MuEvD^1`2EXW
z`wYKQUw7kI%wb-1<i(f&0ME+3a4VGC-syn~Nn*M-_Wg8JO>NhR;CfcQj&VSHhEo0T
zC<q5d_o87BedKY<@O0_UTlK&`$fSF8v?{l8f*DXbI443y%vivA8Ql{aDpo_Jq@2uz
zpU$kPN<&aZkV?*z@O3Q06b&iEV9g=|4i*hcgXA&@aU)RxsI+bV>aZ%*rL+2&pN-#L
z+bh);hbcjqvI@uBHm$e(T>im00*+)o;@&`?GCVO|&L-I8=0~k{{u`?N>?Kq=u#21^
zH>J&>p_q1HCjW7Bxu*$b<LLN07O@Tl4x{NmAGB&}9~_-c9h~+z$o@v+=(6s{){U^e
z#EU+WQgr*Uz(b^U>tQ<}+XI&?7NQ4eV-`8%hDR~|)_#Q1fnr@YRo+#Q!V|`7u5gb8
z6BQEG%kUoA_JCr{sCxfR-Iv5q<;ds;Qpn>3snJVhN|0UBu9M~QsL5oM<lUXRHM)lS
zapY81oi^?9EVO)`79a(Pzhc({W{sAdIYjj|<>`j%F{87?Va~C({@Rzn4+a#1YMX$L
zV{iF_d5L|PA1sOe!;YU6XeKx<&-KC1owkb?F(1=MD2QsOd5?G<i|V^Tz$}A-jo&W<
z%%G6<gzmMbR5d@Ylj8g*yGU)N4Cmr~f4k<Ni9J-acZvg1mF}fySjqpM@{BfIudZZ$
z&`s)NQp>JL!b51YqV+3PJ@u$DE?-<o2m)LnV;3jP_rmw+%W+=x`1i8Gp81M8>-`x$
z8|b&z=44fF=?Pwr<T>rL_yFnJRr^C_O5*(3YAhAD8uxk6?%^54sPNaNf{6mC9=h@r
zMbv2_3XaeG7T}eaV{Ng~fqd!g5(893nxyOdllF}CqT(9@Ma(Q9m%VEN<2cN=&-3YA
zx{WI<dcV#7FNT3Gl2iwBQ>cz>AS#5M`<;O#lAdHTyRlZAT@9&(9B8Y^-4fh|50;Ve
zi4U4@WhKK{V~1%r^k!Z+xZ*|zs&Bk2-47r8GdZfxSSl`KhHjT#G$iWhD+2^8G`g0^
z?I_-xa}J!zmA8^faFVxuSKD{8SmK4arFs!4r5F^ICI1<u$IL%B->~XauY^p&)*Q+I
z_8)Dft^`*bvN(<wbzXmcdt<_|RewX5hAMDDj^DU=LirQ~7UBN~rZHkItx$s3ZrSiF
zY4m6Q6;%{wDZZp%t97r>!%v9+sB1;BL9rl3%#<rrOZv5?1bOOT+ui;>ff21ABz7w%
z)kJQHJ5R(-G0mqUznSEwxh_6|vLI3fuMhbHNbMg2f+%RyFE`b!=)lI$(fY|pTQ;he
zjOYip^ss+>84meFQy7Jru>WFF=u!R`8{@wRhlT=LTZQZl)hn8$jY9s1yNp;fDn^df
zR}@5W2ugcC98eh1irJ(?<w~$z#&0ZArlJWL^3>;y8bx2TBL3PH*;Ld_#c_Kay$mW=
zFcD|qTV5QTGh`}gzOpm|YeGjiwX-fHa2R5ZkBe7Rn6HDJ+}~=q+PKyoOY_LLkk<W7
zovs8gXHzH?WMq>bXOrHE&M|}7Q(kbjWI#TvhD`uzMN|k9U2rXmkWp;H)HCXB04e~j
zGI7qu)|56HvEOU8zMomF0Pn5n-^a`>HQ);Nu7ngQ=mo!izO|~e`Jz1ru>y5uGTE9$
zY0|q?Ye*7E$s4jg7$7Tl=Q{lHf3+Z*0`V3}0#xA>Ch+p=5|e?tNs+;C!koqYZk2Cq
zOQBf5{Opo-n}N&(-B6KdNg2qB4Dp4G8elV2RsyN6+s3f7gN)+kRDjUW(N2~JhGqes
z!wp2@;fqjH;NnIGORuy12pr`^dMYt&2Nvz|G5_yR>=~CM_Cdq6iD@v{Q0hKP?&V>1
zCju7zpp2x9yw3=JFjtOLRT?TUj!2eE?nhS_OnAnK=#>ci!}Q^#W4JbN1?xvlx?Sy?
zzdZ#t^6rhjt@Y2E^55hg+pzm+L(%m`-ETFYfMQWtn88uxiY*n;_RRII*Ek;Q2<k_>
zuY3JKXY?Ppq|ZWtEfAr4OsrsSGLeT^+7PJ+zmw23jY>oZ+H?U+2WgvW4t1{i)Ya80
z-=2;#_x=`FlU0v|8+(c-SNyBH?{)<{s1q0GC;P!b)}30|{Pg<g+sSyf{{m8w4S6p~
zta6#LUND;HRocAwc0Z8p^RnFiNm6d2WmSO+=VT3yOo}Z0ssLtFdi!(i{?T3K8bx7T
zt~$;@*$H<j`}2FO`dE~vo9isFNQ<0%{eRP6x(wEJUA)D^Zb@dB-SLkREGm_K(})`?
zj2kLwcmO(NLYF*!vbIwt!4B1sKxoI|_t}}IGg{of+-P0ypjXE>M#Bx#Vd|I?RFXej
zkwz`yHn}^Z8tbgK?+QAf44XL~s}{$qz||pC(4)XoWtF*MU$6zK!|`9~4_fAd1M3I}
zQ+sr>l00cO=iF=C=gXp}BET+I)AC?F=U`_vW?EGujc~WD+V=MTpy8-lPb3m5xaUrC
z((_S~#&xh@8~^)i*go!m5rOr;7?emT$tzV>hYytbmaA}7hNv(Esjxy)(FHQaaB|bI
zc^Z^bz5A+P_9(uRQEpN1oQ_^6D?LnTlFQM4U0TUoZ(n0@5C;#m{PE$d{4fuHz3TpG
zsE{f<d(nQR4K)VnXi|1DCNFD<ze_b`IZ=a(o#vFGdt86~Ekv9$?tM}@x8uxjAt`SF
z)sSI7_Q->xQ+R92AoHjFbz@>;6W$jFdPvTxxHaGZz69N+Z7|Lr2~mcV;OH>UKJSUK
zrzGz4?zxSI_W75ET(%KPYzWf-^A@*kK?Kv<H+ZS2Ssrgg<Uvom1d%zZ3HWUo2^Fds
zlUW>V*Q$)A-TmL9>wPq-*xDBUXaJAED@|17ab_vv9O%NLG*iNSq!tLN6aPk%!zm0s
zEJ1_!psHwcZ@0kr73A#Jw1R&8rqZPSu!{u$gLJW+yg~=wAwC7pw~}PB8vOJ;RWTkn
z9_cd7LL7AuzmdGlkoY0XPow1H1L{EQ;qk1SqP39A77^yKxLD_Q3Bu1WjzDA3i1|Qe
ze5MAak?|3{Lw*hqW2+x^dU07)+GtM59AOfrNe_k;<lLCjU&zM2rW<(Q@xy+Pb>5E3
z<#UH#;(VKo{on7!;0C>moK~&$U~43(A1@qEkI#;pK$eSBB$otsE_oJt$e4Qd?Fw^~
zCZ4PH4UEb@7bQ{x?Ln0mnBl;A{f0w-=o(o`n>CsTOMi&VD?RGiz6f4$X9`rujm%d&
zA0*-~deH7Fxi}1kCcnOStl+L3c?oMs@~?O7JQ4xLqGoL&)fp=4im?e*GcMH?Lc9Y^
z7XfW2o@N`EujunWPAjfC)oE=;@|fEbF|o(r`YlWqWlxKi2mx%5tmZm}wtBS;eS*QN
zgzm=|sC5X#R=0#D@4ytiIYi#ivP6!U$zL)X<W*#Es&6f`If3`Scf3Yca76_B+$TGi
z^g599k8!D@ddYX_7ZgQTD4Y4YH?|)ybX?}Iguc>h5Pp?VvTnCwS7X^PB}qQbMDld~
zW4Hc7hwA@B)muPSxkX+7hmsJG?vPGNC8S$QIz&K1q&q|b4<Ox0cXtR12oe$kN(d+l
zf<Z`&fFK>;dhYwZ{}{t@$Gvwr7>DQVXYak%n)5e%O6K@IE)}A4Di`cmBH<3z<m2M_
zQ6?KSY_PfdSU*Uln)VmQDo}r*XernoF#6Rn&S?vaN>izoCq&-g`u+bs;h1Ap$W*h*
zm60c}3<{oBsm-JQYAu1M%A6s}oD-`@^EOMNe`LS2SY7V6-({IQ-MZI;5@{Q`Z{+F|
z&J(YWhTkow_^Q=qU5+aK4evRr!W4ThpTECLr@FwG9pw{SN^L}QYAjtRL%T9uHKdTF
zl%zoqzmn}n$>43@k|GV>t-#il#;vpl6N<4L(Y%_EuPHRCHQjc+JD|(U4?-a$@;5#`
z`8tAL|JCu_i`IhOnF+GfPp%o%!POiStx&+!`}V_m)Sj<AsJ6Bni-M~$yF-*4;9R|F
zE<kNwzZSzmLMMp)f^>LP{g{cPpPY*6))``&&!)^AOlGXfJXc4YZ&>#=7f~9;wN={1
zELi<D^n6wHCIE$MOKZCs%lo6He5}fzEOdmnN?(9?aNdVbR25|*-G22Q3m)2$!;zbc
zYVp<p>5L~xY6;zhr(FUJAGn^HG2D_0#xEil5_T!JEKAB_9sKXuTNkY{(fr+!k5Btl
z{9xZ%r{T<Ob9d?++0LV*S4odmL%w_Rl1O6AZBTit!(kX!jvp-r#<RygzpA`oZv}aD
zNozTcSKD&65NeLwqZI8bNSaR5AznTtq18)SFltiza+2#6uSs3}`^qm2cC}eySH0;z
z=YNonr{n1~(XmJ!id>O>yT|saabrSY#`AT#Gp#1DFMw}QVrUxklk7>KX1itYRK^=s
zRmX_igDFTwS;!YsFGj;KU-oHw`<XWi<#$_p`{zm083S>yIhxQgBhxbyPD*))TekpA
zBR_t*e6Ik@5!d7DX0Xl3IqAu~{g#>(6)N}ecGG76js8npqu*y3_1yH}5>GPxHU@1`
zXHJ{A)39Gy=aX``inkgj@X|Gbs#1}XAJKHhr6LBYF*#}UV2H;+)m4c_lrGTp$|asF
zG?$v~n6abDt*1&Xrq3M2jSud{Gs((aXL27bqc$3Pi)?OJD@EHMYMy2!)p-)q>%V>B
zR@KxPX4idGMq+Wq_+B6=dB_##iIEsXS${*aNvL2$X!i{9ZP}iNe~v_lewe>A4Gchl
z6Ec2?TpZySvye7t7s1cP-YZsTObAq)*|#Y|&leA^CQZ;VikLmOm9CXZGEBuLp!in%
zZO(BK{|fyTYzgejIKFBg{kABRa!G$=ls-4~lCLS~sTraEZ?zl;n`jL=P`F4j{Vv?}
zCX-nEHK>FTltN{j{&{vM;pxClwNIj4bOVEd=kXh!{8mC&ul*wJvxL{I_t(a9l+hoo
z=bD3P9mHup+^i?NkdJHi1X*a;6<~wzsaI=<cavhE8IF#_uSYx@KeFNLVYaK4Fg6pc
z&r+tgWi=w4FZsYc|FXWIr+-MrmXecGj<Wj&IGZ&tBzJyc+ur%D5b~5_%vB;A{XG5F
zMO$`InwZRG6lb{hM^npoG%<2EV+Y+45hGAZV>MSdNOZ#v&M+0%dO`er6~p5X{878w
zDmM-#)bp3>%bf6+L)Tc~d5&Yh=O2Fi`FD-eW^#RUyrQ9Jvlotvqk!;x_G+5NDjU4l
z$3;TXyzs$Q?@`%WX}lE4(7TqhQwv5;R&zFr=grY}@NpEad5=bHceXWF;hFxkCNmle
zLqHN&$8CpKtOn`7C+X=%<4P`ZSCTB~xk=XBQ?T*06P_F9uTg7D>Yd;*p$PA#&`&8D
z)UTLVY|_(6=q{Z(k{j_SpNsN2QAJ!L>WA8PI^%`Tyf66%^RPp(IkP_U<7qSsYltu{
zjN~>%Vyhb#A8Vd^Ezw29Bw7P<!In3P#ZbBnC#7*p77c~BNLyUX^CypfJ-pfR^oVg~
zvCo@%;cW`J)8aLjYE(0+s`t!jPmZ4Z!s8FV2n8a!hs{?uA1=7;<O<xBX1^}T;MI~n
zl)St6G{idd6BiA=V87M&S7911*{CUri=O=AgT;@LI=o!0L47i{xziZe%(X8h`I3i{
za!o?ed!ZWlDNTx0`JWncMs`wC=kH?zriOLelECi{)f^LXrtUNsvds`f3o48g4{Xnr
zgFe(VTC1$pt#{fS8T(St4S4zcHwG;uLEZd1;Nf6WA<NAz*DpJFDoKpwxhWOd$v+!k
zB*!$i4%)o+A6%8b!l<>BIyzs0DWq17LN`+eYaKyXZV%J79lklmJVm1!Yz7Qep`y7$
zfL0L5cuiy8hAMAM2Kwx+I)r|&?kzT5UHFV+(eZlKmmvj8J=L1+y8m|0y+LSHe(UOq
z+Mo;eUAb$!UB;5h|20-(-*ejFb5e*RlN^bpG@4@ARZs6)SXw0s%cKFeO~dM^$Pb#c
z3&FMY+f9Uh#<_zr(VL|7f2{W``}JuPIF=WzdPU8(c;ulm^4ys5>`47E#f(sR@DkoC
zvD+`xt1fum_UF?7X$dfpm98DUAvvYT$*&aObO}V8Qp|r+K76Ie62A~g`Tg}Ohk#tW
z)-3fRV_)XX+da|Is*#@Zx7w{H9#^8nqX8*{joSOWX_q2ALx;U%{Dve&XNDThxwNp?
zJiGl~>Z!@J{djsB28v`z@=*UTZ}806f<`jMbN8;0v51y|5vB;EOVy;BjpsHu{qD8m
zTHE2j_%-w9B}TVp?v-s+eJR;3nM<WiPve}4j3XW8Ur7d+yiquT>&*Xtx!tg<1K?=T
zX%n*rCHN|k7C!&yXDLfFQs{>Tf8qv>V%9n_-F|)RF4|La+B_imqacux(~lk?X;ML6
z@lc*QPg92_y@N+e7j2814&glCF@?+SUKOa=?=7}{9-Q-t__D;sTrNM^nwMbOj)-K#
z;am`fNzC@SX5HSgxlEuq{ZA$><>xU<hmkMIuSlL}a-S3W7RPf+^PvA#tMPkMdiWCk
znz}%JJ|ZeShzzFO)h5TBS5f4rQsOU{v$t(DwR)*eXW<<J)wm*gFb}4k<;kPWnFrM>
z2gR`p)s4x#zN>eQB6(i-O~**WJJ-mYEU?u_!cY0%!8zkc+^;~bvz$r?r_%?^JWrv`
zLbCv96+$sShql{L@lIW8Trdq$@^l!!MgHH&fa1H^>%xtk?+shGQI>M!OdLjgYh9>@
zbsvH-G9Fn*vU(%aDhiG5r7q>%E?;KNHs^`NfC@jE{h$u^&Jf!dx6KZg)rAA{^+fPJ
z>~8$pk&-8}AZTJN@s-6aYFpeGHn;v;^SrAUM3dLhuV_Q>OfU`Vz@?l4<F5RyK<Y>O
zFWKZ&WlG11#QD5|V$5F{MwcG?M*Hh=wu|JnbQ+pgPf7pdAx~G}&G@*VrD<r*TSb`3
z`L{eFc5GE84W?kze_d!3K@hO^`)k%t=84L|zu8>cBJLPrGh~beh&`w|*=A4X#sfMh
z(AVA?EKbXPs90QCOmw<8Ii3+V#$VmLZA6{qbAoxkh>m&kTZ;Frz^f%hje7ac6~XLV
zl+B$c)EMm#CS{%CPX2I^WZ(S%TV>RQSP&eO1Ex@##siVs8(gnTFILyp=Gi?Ijc{K6
zjDDH+B$-zWAb=IVamr{;1-OHh73-%GXzGEd3>AsOmc%Z)^)8TgZA5&OX~VX!xo4zB
z6fi42wmaRnyWQ5F@K3Gf1C~?*Prd^x*LznAnBoQjOJk_9`Ux%VB0XonQn9VC$JxwI
z2|dFI*Dr)V|Ng`{so(hhXuo0c>u1?kKRjRJ&rgJ)63Rr=K9s@`>ztvLV?;;Y)2R?i
zxci6~hvg#$;hO_uAuHi=x8mY0h1;~{_3aT<ln=LY-FaL&isg+3${Q0GuB-`pm{OeP
z)y?1U!@?<S&=0F!;EgKtYITe<)LZ=Fc2x=^vw_INxom6}n!!ZKom9a4rg+g2SUfR{
z@VjZMdeOROUvr^bXKmn;cd8#e^I}M=EGDvv22;m*^x^9IE^@eWc72-Fn)3hVJZRbX
z-=XO}JK7J&hRAUhYB|;r*6utsv$O5~+<ZomLSqnp-AJ=K-B2{$s%3uW>a=jCv7tK8
zZDE&^2R7=@Ify!O;KDYJ7ppQ4hYB9rr?F=+;Ey72N=^LQfQIrLJ~<3Sq6T*Xt1Tkz
ze*<UscA48Jc1@)HwruYBhZNq|hfYp|XoQX#l_MhLyN$GW>qs?83+{wo{HY&&j=wUl
z?T;_`Qm`k!I5AF7H<R#m;)=iB<?$EK6}AeX?##wSPG|>AsDG@7o5N$fanRs-!SljX
zZ1rxv{ez=iHK!ux+L$rdPfC;rg~Z2}!SKQPNK3g@S4=4$muJ~mG@0MX;yuKl@@FtO
zT6o>W0>)O57jp}Lqlg|$tZ;p`Y|1tw8Mo8Qi|_4|d~J%VC!wb)h^H*#KMU1~!2ugc
z1H9Ufad40>@WTO>6SVcx+x@u)!%l-sFY9gC4sfUSFJjHpG(*tkY*LFD<?gMQn5}uA
zES}fu=_Y&EUR{;El6UtAT)C*Lb1x=1-r*F)J0uzvbl}XAY6@F!<I0kbDYuwwHkDU0
zOy4BF^{r;>F5G*<II)oOG8?7&SUg{9-9;m|ve#~ZzA}*<T_8JDVp^#d)kvn0pfD}%
zFY3p&rTX9wXR%C)aMx%5x``XWs+!rqsaIARA$z8FkL~-wrIbptdAcG!ni`UcoJq_v
zHlx*Bg4&U$oL@}8M(wx0@Co#r7exhE#B<$z<f90V@TmQ`i05_gB~{$YP*^PAzZFJp
zN+D#waqZnNboc#zeEww@RBSbum<e^!<6Zx0!#D9n9UM(Oas<*dp>*vED-?_{)!WHC
z73#<nKbM#ydwTodTjxp3kq2A2k;REtVOoTzqKrwkIK`Z+`w!qAT7-{uqCyI(p>gY6
z|6uoyU8cUhhLgtL*JlJ6`xu!&J-aLih06Fo8=azIxM58eo=u=ttWkQGeNmV!3tMn2
zD68>jg!9w%gln{kqx{3lNw!IrCmqS&N;}dOBDlC8iRa{JFdDe21a7xhPUvPJD~tT;
z%;WiXJ<>z}F$>cYRSVrCW`!4n5~JvQyZ5d8f`!qT=6sz8EORe}1;wzjX8h;AGYUwg
z)1%|>wZ19li2WhNl!O&vk7e#$_|KzriVeQA0Ydc)I71&>f4oI`Nv|K8l1dX)RlQBj
z2DEEp*pg|I?`nohHl0^~B<x6N8$}1tOcqfQU!%FW{Y>+j?+;tXDewAEEwB9Cw6Wn?
zZ1)Nmy_EZrK-9zh(R%tSt;00?=0fmJ4w{I}Fcp8dX)s?>csp@5A-T9;g2#1C+Ek#X
zjv)2%Oyv#ac{cv<^E}nxiw1u#$;5p^pxP;?y}p%J>~y?WP|i^0#dSe!d#{wwyEH}&
z)TRC|OwcEHJTcJB<TD+I(Gjgm+HK3cy&ufT(#QP~Pt?;b#&n1_7NMmsbKR4YaG?<j
z#3?Mf$P%lC4pR0slfjAVobS%bH20(EM-A{5%MiUoJ3MPfK9BH!8(1_;vU<bceT~yc
z2RbfoZ*b6Zr}Vh`SLRFygjMc`OHM57*bwNX-4yQA7mAiDE53MCEtG2LHk8l%y|dj`
z`{IVb=(;xAXLr5)uoGt*SBMU81FPhYYxI)`&1+?A+_gNVn;XB7U%aSI1h^@>6lMFX
zU<OrkuhT=|laB(WuwP5r)E~Oue{bO{HU7%Lbto|!yt~}hEgBPCN;6hP_vz9#RYk8*
zrGLquGN#J(xq?)5x+FUABct^|w77-;2K{M&lc6O=c)i!qLGuE7LaWl$Fh~UJ7*Lx`
zJ>xEGexWQcxRcdDsGpVk)u10PxYt4$$B1PD9~VaITtNjJa;lg)X1~X-16u+EI?%k%
z;+`I2N7HVc=qY)s5CAJFJ_jJE46=clEdc6!2|7*%51~$v6IScK6)W`T(tVn)YJ#n(
zWg9Mc;g@&#QKpg@i(+(ne@mjL0&o;KGZrt16LBt!j4b{xV>bOuGc7|NHEZh?f=mba
ziT>MGXh82jAd4}3x)jv>sCt#H+94*YL3uLXhM6##*Xy000Iz#`u|^QA3K-9gzyEZ7
zf?4Z9v(8YyJUg0lO?oW;8-3Fz0s{Q^N)=uuV(=e?DzjSuzW3%y=bb4X4Gowb*9_Sr
z-cE~8y1mkyh!Vb)=SsiGd(+XUYPFXb0!O<l?sVR@v3z57%1&GHbytNIGi>R>&nw6o
zOON!Wt_wSrjuaCV^ogGw&j7s?Ui(`Yjq~W4LUTi6K=F3&Kj6+T4$uhW7*TD0aQi|s
z-IEZcD==J?XQwPuHNz@0jDlvAFt<n2ohdOYsAOR%wfE5nXrAlWb!@CzT?5p{5-x4k
zB>;-0l%hhOHAS8^L!LK9ku{@x?86l-%u6&fav}0Ugs#Q!K@Hd7zhl$zbr~J)(dxHJ
zM{wEb6EVH_eJyipbgE$t@H^)lQVbV~_7&2q<-MqICzHzLr%7Tr9nXV}-|^NDEX*3r
zX)f8KPSQ0l=-v<G#hf!?)iGRa;exYOh#KiQWz#4|CpC_dCG#S`?T(@6oRk$DzaGD&
zde!H!xw^<1a1!QTj-myLdHO){jRL`%B5TPTTPL@YnNFSn&-1lM&3*y-K_%2i@E-RR
zNhH1djP`>m?#*akXn%qw`{TY!n+k2`AlsVSHt0N^HiJ%&!BiseaP>ohTq4NE92s_h
ze-(v=M+3@C(P5_gdnP(kaR~`x!)E2d#oQyYL_NRI^%$*ZrK0D2=XmvY4<~wWU(&J1
z)&0SU!ex%#T00RYeFwKesl=bXZcZ${cXV`FU-bm;xa2<b4c_fy_i>oNBrY}lWQ81R
zgesObIk=s}6E8M5ObA`aEKL_N(INF15v)e0krjwc#o8mb2i#3W;C$L{*lB1j#6(Y~
zV>}>>g_#I#qUb|)yYinEx<mZ6cS8N#HXUY_^71cpm{U>zX!+5!_=5L^kJ*aCJk~(h
zmk)Km*-GSERWABjldE8r3bh7*|LwZb*}G>i-{$hjYik=;^?i+qoc6fV!9X73_LQ^d
zWdH-o`HOy>w3}cpe3JJK<4enaCI|Y-m6cLb8qQ<liu=t^Orehvc)Vo+eW+`qFjG-n
zL<WG0<a6LqgDJz)F7!cv=*!DAgLf2@=5)(r4ITM)DR6L^KqCz|k#BIVeKQt8WmMjj
zuQ)3U{pPf(F2B9D6RioZfB(tYAO4ccX1@`qe#<sS3tD^2Wwq#9LIgcvb^?619-FHC
z7fjOrB#$0F;{5s4lwUP4utOuKpnw?&jM`maVuK?)QNvtKYMjzSMyF5$y78V3ZmrmC
z<y8<hNg*qb=)aYRdaYdOVaiZfC0X8`n$H`LUrtfDC-PWNrJHJ%GR+n*u6XD|zZ(=0
z_q~YFX-p%^aH(2doK-8UYu9<$oJxD|F8tl8TWKfZ2adCSd3_3cskglyLPvEy6?wU!
zwXdjz@B$5ujH;S^w|+1JRYL&?I7T!5Ho{`=KV1IGu(Pwva~o3D=P0IX*p>%0@Gb8Z
zi3{QeyAyL3m1;c1@`lgq;PT&EO+l}*q6Ku71<$;8sbgdKK*le3a7O!P?+nLXxhupj
zDBW7+C#BN@vq9<5C$H~+G(@6#>n!4Q&M-1d>XD}7xX^gn`J~bJqM9xx@gJtyPU||h
zD|yq#cn2>kHu-8P<|EmzT<c&%o(?0@7j(dc{)XvL?Auh1G<xu8@#1_&<1}rilNbT<
zlw^$xALA}cHs=b48j2|=^5WyUL0lDuiOu&;U#pkXnNv^lzaALkX7sDnqWNvkY-tCD
zVt6TaSklyQ5cs4mXh;hLKo8&#S^dukv~Yjzg?+~*rY>r4L6@P)!@>I5(LHuRHTcPX
z!-pR}!BRs1SSpP39U6pV9-!k*6AO_K2GJ813W4f@Hy-3OiW3(AuQUhX87Ry|zsg2c
z+A#SuP(5K{4xg_Pkmol#(Ea*k6CZA}#ZTWHy}1jgbI;^|PZo3a*|{x#ido@N3~%-j
z?<Z?~J&t-`h6S_1swTU1yXq)jUxr&U!LMdI(PcNTEgvo}9$q^ahfzW_Nd*bE)FrlQ
zVH$Yv%naK1!g<cr_{kAov}KEB+@LJ~V?4>#(aYM_`j=7UeVjHn)5<9$|5({Fh8q|5
z36SdmEI;gN+`^K`9ggStf>b_wTwp(n1o0cH8?cTDp-c1V&MUV(y<&~wbo904^z?Gi
z5s*JOe;}u%3<m-LO-CYih=*Xn$oglpn%foQ`+~Cm%mEJugP#p!P~n$zT@L~!68v#x
zj_nt@d&fU?iKW2wCM#KVgWWI{qTs^7z<|yLXjT=qv<Sg)5)+Df-2Sz^u(%i#eCWu6
zo!{8FEL(8p-aYiay^X0WKovA<b1o4?z)XN19<RGA-v15YL{Tv@y+AWZh(=ez4(a0_
zVMW4zHhAj5TcZ^z`m-YqojG05QqUsPE<$fZdq(|AL_J*H-}ICu^5Yfjqq_ev<CnH*
z<J2#-MgAGnvKgT^yLh##<owK~;&;jTW6cH7gF~}?J1gJiFeb}ykIIQMkMZW;*#3a0
zjSsxSH|P3-?v`>(_8^gTvi1A(&2jsY?xRPNA3tS{zWc`_BJz=a_xi&h>(qp3`^R!G
zW_2_?mL@Id4t{`z7a8OWVRdzN&F%O%C4wwXd~Y9*GfcU9wHs^`LXIEV5iDF88j&1J
zN=mi{9*I0T-BCj<yh;&-!fP`KR1x57pS$*eXcY5*(TV?Y+(GK>v-VMC1!2x?19!;w
zbG1>DhLJWcaK(}`G9nQnH)y?q`Pkp{6j%H26TFC`SgVhqQ_8ma$Bb%N`Lyy_be`Me
z`j~1Hy6}CXGCO6+;IgB%Y;#x_`>TSy0=<*sz65(*&>v}pmpKK&!MFPBYxK@EuFBq0
zYM+Ict-huZ5k0y1LSj3*vWfCDh4qiBN7Ewyv0q1X@kgHqo$ObA&-DUxVJyko>?=W_
zYVZ7dPp)!TMFr>l{KOqJ=So|?Ti@DjUwEOr05V5}krDq~t*NJm-tbecnZC{rzCHcx
zyo;Z0`;CIZckD5)iF-jwpas4s+ogtM%27ORdT@-e@bO&+x3m9#?S4Igguo<59s2ZX
zGCTmp9{&0@9c<+Yd=3GBO`ASQ#0a`|>sB``bP#eAqkvU{XaUiIK|#q`S<zsyRbWlN
zdhHsKVCNngSXZJDOG4hO(o$?hY6`$13Rgfqt$r-K{O#Mft7Oqh`S}T8SD>ZDQ4(Sd
zyuG+%IN>w#!P>LQa#GwF`uuT0wu%FVX8J^McLI49kdN`2t~7mHPPO{$kAX_o3iub+
zq<<`gK1fd(Nu!PH0p+l<;e@fVWC{P%7MV%ONs3w4%wX?3D-FPxpXmaq{PuFR_`Ka>
zIIkxq?_0`B3X@_*^AG|(oc*|IEE7JH%UhY_rbU`(S<;V0Bp5z_GK?uk&}s;ryetUR
zmX~6A%R{4hUw;yxWDHXJ?s04_YpxrEekj>4oE${Jpz+>A=0L#XfcdJEVxMcOybu|%
zg#|KZ$7ipaf?meK8X^V=6gVI);pAY;<Y<APo4Xs#RR{$ss^2D#S&pfysw#%TN{JK@
z@iLE_6m_HF<%JXo5)zU^niN19Bbt4XxFhgE(FcTN<m8`kE2g58Z?S`Wr$JHI@#_l?
zV525LCPU@-GfIMRFpXp`oRQNJ=Y2%;Q&fpa28w_&`Ec$Vu2Ycq4GkQtbJ~-yN7mLO
zio<TISU5N6lqsto=&5jK%sb))m1@GsQ}4tEQDH+9*l81Pg88X3MXv7L!o$xDqj(!`
zIPyUd0h*gSW6^3|A>3;J$>71nP#YzKKQV|(p0?jOV-(V~8haV}vYR&iMz~WD2zi0_
zhLDCg8-e2vZD|w=L1sQVZ8ej!Xl5=H!>R15^x9cak@nw4fll^uos9RgmR9cJH<LBk
z!QMXO&@>#Vwd|w=i@~Rx87bt#rk~M~I+0<Eze@tKuTmRGaINCzSztCXUT%251fws9
zZ%H~lM2MDl<wG783N*G15*{d0Qc_-9a|??`_n)%BSY?GZ3*>Us7x$xQsJprVT?+8K
zI-*Yxy}WvX+&8~e=Cn=&s9-n*O0;vtkZcY(0}xA32LSNUal7Z+eOFq&mIzQ+f$?lV
zmLCr0olR5Of<z#Pe62iC5F+A_!C{K65GL!<&*znQwWGS3U0p!X&0mejp?G;qSv36f
zI(37u1Gy0hO=yBl0)Gd_%}|p=m6QE36E+Z-(|+2&p{Az-KF|t!IcxuIk0viC94H}-
z9vY)363*6^bz)YOo<=O3<p130NKj@~Fiw9UtjWwUAH~e}<SjB4_40gCoTt**P&kaK
zd>25q=L9ph%w@8ebOY&?cjh)WYIZJZ7}&s7JL$clX0MvEG6IZfS_Gz3IO1eNoMxLF
zQ_oGvm7A<xU5T7GR(PDiYmxB}y$RS>bBkz{gOj54Zz1Rtv{>K}YqVR@oKznd7EjJN
zr1`zo&4sevEqhS>Mb_cJse6=T71}xFoRyQ-wzf}!ImRMT-=Z<-{^l$K{)5)Hx1?h~
z6zB3Jl*1hz9ot|&Tm;L43Bw?JH5fm5w34S?#DGI8sHzY?eu$p)J|v0G6wLNjCl#Tj
zv^j2Sc)(NrjxM88AD|%9721X%$Mdh~lkzv-somE*A_TB`W%8Hq!2zvef~Qrr<+muy
z^@mU(estf<r=vIVuDAJgrhUk_Ca8s%6D-d5b8<~Wsy@$h18gfrDwl^-WAhW%=uU7I
z18z`aimt7p*YF4lT~=Lb;(??EaO=sLtYX8|lZ{wjfS?QjnaO^#Z3=|&hL)GHF~cHr
z%EP1-@*bW<T0y7)e_Gt&)i1uE_X=))xQ4+xkn8}>mhnm!VoAdPhp-Puit2$K5MGDp
zS#09FK}-j0Z$Al8`@ns&J4F2nU7<52Vc90f!lFPruU`O&J|*tjPI(4E6a&f0YMTi^
zUF|M=3~0<iM%A=As&DA1oXiU~cl_B5_EohIHp^IlqI-TPWX`y?{pZOip00my<kF&5
zx1N1`-OFAL0x)4!X>jcsGt^wtekhC!0v6{#wHT;dOZqO_Gcly-6V+9p+OFjxY(?8e
zIBuONFMV|p0}M{>PAgzeg9i=%Z4Hf%-WW1`1ALdPtZGXg2!9ymWUUllaO09U&p_RO
z*V$n5<>?b$J-VdU!58$<bikH@Nh?-{fQ3FD2_P+3C!^amaCCEcKQ%j>^l!jXL)+2v
zw-M~2p|8-dUJdO0zr?ZZF2X#oHbqx1{;+{av3r!7kE&6l*Y(3$KB{q3X4l>fYs8bl
z{1(;TGcB0zBv@q*B9J+oC7YI*n_6pfs3ePI?b#3P)i81nQMvK_d7ZQ5ln0;Azdx<z
z4(xWnA3=q3-F21F2^WB!G<kOsUlZE(@n5j@5&ak*%@O}R^KO)DSG4A#CSEIlZE9SY
z@`vrCCyqGdx4I(XavPGc?Ca;G`0Uv;iZM1;R-e}fMW;(OfgQrm8^_`GuAAU&N?Xmy
zmkCe=mm%0W5yCETrFvF&=a-fcK=JA6?pWzx9X6#L2SsV4xTk9?T<FN$iO9F#5dI3+
z7ID4Zy*^+8OPn7{fWX<7;rX?*3YP7LeXHNLBH!&qs)!n{6uOG1!aM=?as|+*GEvGY
z0?!1YZvs0_eQM&ZJN_HmKz<mjYG*Ah*qj2C8}@#E^!0e4fswp;xz=yyItdjF+~x7V
z{XWb@f4qT8T*^N*86v5B=1qM|TpANzc9IdIXvh2VUu(7677{p5&k9zK<@~n`_3Gdt
z_3i)eXK!y0Wh&x0UKuMeq0LB1c?xYN@ShQYXI2Jzxe-)&L<f->FT9BZ+Cf_0%6Cg+
zIAn~VZ&+@Are?siO6REkG&KhOq5j=KYM+4*lVGY?zG2zTRu=)lkZ_ZxSN>Z9jWbi9
z;q9-JoXybCwEgqG&1o}G?4GT1QWc`4hyN$K|L|aqIG|pJ*q)($lWR>btbF7i`m8Jp
zuf7k`1%O91xpoMbz&-%|A03U!sewTNJU?NHa_6R7XFxYYgLiH!fGPC6<BKRBy`Y^{
z-JV_CqEHl9hB2l>=e2fWDBi|N0Xw2=df3q$5sAB-XKV*f4nUyA_+0+kGC4E!sF#?S
z7~WQHx1U`^g~my1u%lvQVn8t+%x6+B&zZs^C&!FjMgf3~n530{CJ?l=Xde`}7d0-R
zO&x!~x?idh_mB`qM3t$A#rlTP8tNRp%9L^EwAvWja&IDHP!lHHp9~qRSwO2$MrpLl
zOA8|>&?+Yy3OB1?i!8n%NF6HWw1|w(yYf(E-<6?>lu_oUB0srkEU$FH{dBtph>?K|
z0Zf5d=lVJ_JkCggfA(OYYk2YT6m4OGn=#z~Hkup|(oW%3umR;L8_s*R#o-X(mG}2q
z29s_EHf)qL43;qp1=k69uq;U=`CY<Ww_V#r5>$+VkP+;)9$SBJduTCEJx_RW2C{}?
zR@T<mP)?(BV9JbuVluS<aX!A^$_K_cMky+|Cneot&lIsEfJcOu*B}rR+Wa;<uPU(n
z-P^S|mWP&7grG!G^^S{-W}&dYN~}U{+c;I8A+wUS5r0Tc8lS#~{^ZPV&1W_v0%rnR
zwjwRYs$S~}G>!%s_LjU}9*v;n+bS7wKdowmuk)3fT4Dk!Sj3ukkwG-!gRb-y82E(c
zEMJxfO?dyx8+6&>@{qVhfv;s<(5-Qjj!*N9v46@W=Qn13a9n`r$Sx~uS!XddS#T5j
zcICjw;Nn^Y3Np~IDn9H2=@V`r+GTY}pv>+yYK-IJ-N$2Bf4|NOmt$92Q=vpnOJgp$
zZ3WL(%gucvoxAZp)fP^O4xw9yRkgKY@!GrR=&LnVkDibk{j|=<UlRPezP_&7EM`G4
zdU5vi!WxW_PMe!E&3#}yBLO<y(2xd%4%k4sW7_IbbUR=ojK#*l(vk_htZ|m@RiYyP
z?ECCn*4G<dR(^b7JxO}UUYTyF#F+t*H+lFcZ-ydgM$fGA%PKEh)fD^Decagz^i0_e
z5JuEa8^b{y<r9yc;rinpDo7=5AoCn+GKSX&-jQ_vijfD6v?rxrJhtqyJQ7KdQJ=|<
zx1yu1$tlN%l}CzWL|*-MbEGtqU`SA~^FII$Hq2Gw`rn=HTsPGyI~LeYUX4!lv}hYG
zW*6!aS}iuj#KQVVrWkBChE9Px1IbQv+T9RE4%$h=_t6D0cKH9Al(vlBBu;K6NWHk)
zWLq|oun1*~xg{}ee+YjAmqapx#6fjE;aEo64yiOg1FLg$!QI{R$dyn`jLLhZdZkp{
z7dv!?+LSffjpg4^ThD9NOj9S<B}t6#;o-|$od-;dfoKH<1%RxIL6uH`nr^g>R9B`{
zdfU1zFt?@=9E3Wj`%6t_VHw8v)x_`^nl7Zv3=fin%pdzje~DD=rkZ=q@KR3MRxKsC
z@#y?PbIZ%;x#6O-Uvuw%lq%cMTBdEd;{wX7LQ~T?xQSeE-!8fAX6)9q=>uBQ;uz@U
z-ws4`rTmHI(Z@L~sI)1!x(%RKG}D>V><Yh!D*EC)W(stGZLbjdXv%LL+D5}T%2&pS
z^7IYYX@dHE3WSP1`@qqfHBysRoQyYGu)gjDm9Irz&`>JRC6!2RASZ!EzDQ$M?&9<*
zC7*Hk4@>c%EH?VH68`S;e7QOw2GKgtcBXqzEEi4F%`uIS9j~5Uzpo~XQS(WwaD$=y
z%Xh_gM1-<JV|b<p8<~s@BcN|fI%mfjboasOx32ssSNI3ZvT6I1*<ryqwavv7m3m{J
zq?lv_D;NGLI?zC0YkN==ZMBh9=ifY9Lqj5jD)2obl-oa^uqk_x_2&m#^A}lct-HWp
zJV9evBvEAl#Kys6$TbM`IwwE%IKw^7-<GONR9CW!xs`@$N2OFOI>aa^zZ*F?$Tfea
zl|u|xL&bqgJnQU_=+w5nhqL@;Z!R=1u7ENZ6-;K0Z~XI4e1>0VSlLuYacjBh#*WtV
zXG&Imi$5xM;2h)Sd5`v8%{ewuGdE|LcKKZS5@KNxmidZgROLqrhn1D6SI6OV9sFeU
z9IvU>t?-9~FArbs>Utm7j@)t{#Jwi6Patm{2n81F!Xr1g`rCtG*W=EYlA?ctJImnA
zH-<mCOyFE{o(W||)u@sK4eNJS(lx5DSDpDzwz%0+hWXJQ<ez%&JQYGh8D0m~JMwwD
z5^%?07L3|!kx!^LHqf|zY1U)qD#(4CW^Xd*x?yqBuoIC{M-7GGgMY*rnJQ_aPXC?_
z`BHEH+j+Swx|WX`Mb;MLyqqq0%?v8GI6S5h<J)z6mIt?vNoV{BK$J&U@v$7t=<w5N
z?a;Ii^W%zJXAU+eSpT9zdDSTqrstY#g|iHZ!O9f1l+%FMoZ~4hER07?Eao69C@2Wb
zd}e6z8#%&^Mh0PG<}FtWRyUaPLx2Zu6LY9%$9F**>Swz<XdTWXaPeB#YHi|Tyi08>
zx|py!{3eZMa#vQProWOzqk9G2U}fJQ{=9^;xAV6Ur@iF2j??a)EkbM`T#5AOztvzO
z#0;I&5HRia?+zwrd7q{|`upoqe@uf=pMfw$fgo9RDfJd_v@>pHAKMNM5BttsE_&2g
zzAC6}hcub9`dJ@nY3Bv&v3+*a7`ETNwl5n`Y6SCOim~T#*-Ai1u0M1OINp1^eqKZL
zJ^%J3zSKV+2-;HBFJaXcPP?<;Fi}UAExSrz^<uZ@cA)n^`u+{ZD}HkovT{X<_n7mh
zQiqo$o+$`cD+j3d4S&%r)27x7#|(!j4m#q`kC<O40T>r)W}m2DO1w`ooZ7fJal(+a
zS3sRIIcb<HgAOpR`##Q1xwHr+2N>N|Y;0Je+g7qO4V%66<GovDbwD6s|JNEa*Ko&F
zvI>jy!V~9Z?2rC?9b0osj)|$~w?*(3x08%@qnj}Qjb$8;kmYveBuJjV>3(b&u&dnL
zj3ebkQn^YCDsro3dO{eW9(`O@PJ6Vw4524fjOd#_@&Fthf5BI|8->C^q12TX4DE(5
zeO3GaVz0`Fxqq(x$CTX|VsciRohd3R0^?!QEhj+=AJSXviJl(g*CO-BJ3t8;Y{nc@
z&I=MljyPXRBmQt<XUfY37536K{;E;~-)BybRs@U%=5!faP20LhhtNdz#`PY}e&ID~
zHD+N3mPSmQ3|d|M1BIiN##thIwCO)B>pyZni*7jn;Iy~DS?Ap}cGi0W#?&{vH(?xS
zmIJyf@ZTxn9uP-)C5FoAh;QKqP3LvwG`c&{e-{Xa&`O0YxYX3BNbVj5cKjXUQyrB8
z?!)x#Y)P%wzYFv*Ks&afK6RGf{|_f<C>MEaU8iqh(IGs@J77*;k>rVvdw6hei3fM*
z6>&#d);o?KrG_dgd@np0(tW?&bm!x}%)fpFZ-hC<w^<zc)22qR8zhU<8$sp?7VuT=
z5^^KN%L`peRP)1x4P}%jIXO8NbbpI<qlVB!8VJe&s&zXCK?(xTr6KR#amXW~?eK#(
zG36MuY+w{1AR!!8H~|gG1<z7a921{E9b7DeEd|Jj*HLrlLC5WhL)?j=tb#)7=4Qco
z$Ak~d%%nl^A^!u6K9xC4Xu$zZOhq5PF7)8q(yg@IYK9qMOR<rHYvt(T@Sw}za=i?=
zdg28*@T?O2gfD3)^Xg|+S9-B*U=FFQ+xY0~k-<&NH)aME+_x6#IQx}?{tWB5rdd>_
z+UH=+?aQ;bFt29NkW!wV`ub87^EZ}HcI115GALE|UwjT52sh;IFV|krr~aQde2Jd-
z-8*-zVVi}Fr%trS3EUC4fx7QpTYBr%kdBM^i}_n$BGl_ks8yUSt%SGscBbS7;Q``f
zMTx5n1C3+7Oh%^c`Iz!2_Uben__oYxIe5Qw2|+g<aZc!eLo4P6Ok48dAVeBXz%)<<
z3pOtw-#lCnfPVb8zaJsz$N61~fVY6M(9_z#891lNg&~sobG{*jljxOHzOWx-Qn??Q
zl0yFY-@4uQ48STJzQ1l(oJ1m`WX}(62X=<Ic%TmzHz9+}6QXzlMKMViw7d1@f;S)1
zKWKwKDmgHPNkmw!G-OO*VbEV%-=`dCq09J-g~5-Om3%L;4=%<$WlA{j$#rgz@B98+
zC$R7Fmg9%7DyL1HwnSxwG^==IXK+wYpghrmfm}p&<xwW95xW<@Q|XO{1sY49#PKFT
zKjA^NQ1ur#mvtS+|Kbac0JDNHXyBrqK3_TG@aq@>KC=g~W&*TLG3+@OYap6YSLQ0=
z>~o^txfFZ{4z0IAj|y*lhZ)=~owT=zJUx&teEkM%?<mZ_9(1R1p`rf;j>2h)g@TMT
z2!)~n$sMxtZWqYL189B@A{gj!9tIVqIs8Ch1i5^DfdfH5@THg0+ZfXg=haAhFLUR+
zLth`@D@}{l)#&PNi2dTV9Lv6;>0F&8>nv#TI(4E!jEhT6Z=WW3;O`f(fD@3<!m{VT
z+Y;yLVrEA7rQV{(Uk2jHEMDDqSO)vp1l(H{^OQ(`Q^Z}3yb4y?zNrtd)GN+WBbX7o
zyoQhJ)@;5_W@<pXF7~f?53l<_G3cWx!_4H;Rxd&8xpq1kzvp;Q$QDwuv`!u41EaIJ
z3d%iO+-6<vGuZuYL1rBH1M#k978@dd5~8TjkC>p<6nt3S;V@1+`MSN`cKqtUCUGSw
z1h~wabj6+O1)C<-BtO0)w!0^zxY!pnI1tBl&ExQC4_*Q-zO33S?<*GC?mTT2t=nkP
z25S=CUWV_*SD+hHbwoMs$AR_6<(xhTeU7T=qKyf-r^a@$k<NX5lcfJAHrv*q14TXa
zmG{y8@-uhjT{0`^Lbi+lLYs3DuFW2PegjZoB|!@x=sQ<on1bYw_)9Y(F;8&g%k;6B
z;d^Q~oX!(Q#FU66ah0H9vxymu?Hw;tngC!<t{j>P((<5p*arnFEb1Z}17NHGUzL@k
ztVOyUnk2Hvt3YBD5fL%$+6Ee1JdokX6M`1w#T#6{ij<a@7ei|ZhB^cAdFHpap403e
z?$`q6iwxSbD5v<(K(Baz_ykfCcKWIB&2^#=eqf;xNKC_v7ro!wyp6(Y4-fs348OFr
zX08qh?CFNEjQTY-m8;h;XJW_EMf(*{dRv2>2R5;6A;ZX&?)P&?+C(YPgEd!pM{_;e
zc4$rR$mj@!X!Z=l?5UG03om1vHYvFGb~Z~s4&2{1i<DGJ)3@dUw_w>OJ(}ve*7G;&
zcbQ&R>a$b}4R585A0o-O&?fji!*x5?VNbjACU84ac?=pHCRo$<;T30vSqsdvng%Dn
zH~rn)yZ$~OZ@GUWJ5n&B89Leurf6X-YW=@Gwl7Kk*d<cci#3pYTuptKWWxFOX|71F
zPONIy<RuH!18beNtHx;QPW;+U{Einm4%VjFj~$z7+T9+^|7!MEre^9k-M@4Aa+T;S
z3&z#=xV$MLTxubgHCgQLhI~G@(-pjS>G!*z93h4AfV#m#b)Ejz1YDaznLBKzt-v-%
z#s}~{*Z_lx^RCIFc$T?9B(Sfb#o-CHw@Uk89Dg@A0d$M|&jf%@6&vxLX=;9{C|^G6
zznn7~NIjwNGTTCwC-qR(&rb}#ZG<7R_vbr3lt}N!#s*<U=o%T}AaPBH&{ooZ#@V;z
z)d+}`z10aUfX=lBoru8zij<!IGSt>Upjeo!GJwEb6iP};>i3V%yBqJ{BdJ1Y=!#fD
zLqAEQEK}T_37L-qNCTQqNYD-h_CD)vs&lh+c6KiLNggsjz4Ky6F{_dg`aVn6_&-TG
zGxeYO6n!vI`FgiZHl9bH<4yLt@~3p?%g*&{a!;>k3Gk^^n-8~@d**}JE$>VFA>c-%
zJ>r8)y7kK9$Ckk&idJAJpI}<-7BBETMEvy0H+=~&)0Iz|gK`*X)8g*NxzD*pU1zSR
z)QkGA8{UACN{Tg%EDoW2=a^XKu77#*htTe}P*A^c=p&C;)N_kH)~M?yKPWV%7Hl*y
zWM4mv$X4SLj`qcDtexduZg!eXMcq}!Vw*xGFJ=yYmP2dt_YY{&9&Y$Zb87BeF`jVO
zw(b?IWLs(0=sh|>eYo@_E@X4b>Ls1pb-9pn)2em>`xkwc&J`!OMJ~mg%ndEzr;Mos
z$#7v|0X1nE{BU&~1E_E@YPz~fA97%v#LE%p%X8xF29rI{^+_JBTnW8-l6x76WpOar
z01_-Zc-r)PUvV=jOuL~mjSRMK>F7k7@((1lt(QqW4GnGZ-7s!)oi*ObrBJa3cpRi8
zcLOB}gnT>jX3u;aMaX`Tp=`+NjTg2&@}g^m$CD^L*tJ#9)uJ@Ui?Z-oVuxO*l)ymJ
z&iklqm9DB--SFt<vU8Y}^YeX9G>E5x58-+*PKVI7{n{9n$_<sKpyfD2Noaezwr9js
z&$K!S=-g%2wxOv)?JdY>gaV%pQ%+8ff<ma`Y%TWbQ>>eQzoQUJc@uK36a?+lx;}0L
z=R8t(idm*)FcvxX+Pxg-f=Qp^_vGB!OPUG9Z^zW9wn^=AkI@Z_Syxh{Lu8(RCg9I&
zR&)CqXdZTi9xSoj!8sj1!*XL-9Qw|j<kK^FAua!F$%UV3f=cg6g6gQ6e<Q3}z@5H@
z3nfB_F@N)f5g#9)K(7c+JcJ>o;2o>X3h86ykolqpH+e5_@A+T9!l<s9S;0$!<n@?a
zTtm|*&p_B!uGB+f=$;NXSg(tR!qpQO1?gxx>QiMhB|aV=@{U#OxTuuw;?s`WT0*$%
z^+SLQrE5Y$!s>KmNz8b0Zg24jyu`W&1|_DN2L1G!WK>iU5N~D!^cr6Db@+>T1O&a6
zdL=@(1B5S6Cww-(5W#1K=qa=)GK7ZO0xvu~+{4pTp~kpQ=*g)+aF&e(F=7T6tsw{-
z`K)4Y-=ZL~Wnt}8MP+?`1gsw9vFnwnB1?wz@-TD;B6@7;-HMHPYtI;fEn=<5U+2h~
zUiwrGx8wV{>o23FqQcjxN1q>YSMmnGs(W?k%P02gD74+!mX%OhZ=CxLrV=I9jixW7
z-*V!XUbhE41QqqlSJ4>W<zqmg@OiGSam;j?UYK^uj6s$Qq{`1!rV@~n8d+k)P%8{V
zFPis%{kq@Umi3dHzVctR6eKOW`o0CK(LA*1cwLco0Re=<Zr>!DT)vVS8?Q$U0ZkPh
z&sv;qMZ?16hXB_SejfCxT|^YxE=lq)xP|fcn-4HWo@elOU#)$2--}-^E3UcX*)~o9
z`GWt*rIq7`yJk6$Q<IEhl4}HQAaz@oj^YwV#_1X9^_LH~EFrJ%4r!;g2GaXgPvM+L
zvO_jO-S7^goR)?&b|6&QrVkxKgdpGFPuVZDZ*?gFb7=?a4<I{|!o!Y$RSch*k}?Fg
zQf-0UPx*RO)YNQjY)Z-d1_$oO>5rpCzvHLB7}tlKJmkyy^?rq!zrMa6mIWIU<Omt4
zJu@?O03YguR~F<`#UnQN?=SM$4=nBo!FE<+j$X&Y!Xm16xevh<a5t;WoXQS`4_X4U
z1<t$_&`eU5uo^jCSF4`h{e2_5*(|%I-gV-OQNY{0s`1owwzMhL>R-moB9F^`_Sb87
z&9oH58OIWKWSpzxknF?VJ1evX374=5g&c0H>V+#;caXq^NemmnwI!5BfYFOVLl&EQ
znb1?n@q)QzBcxXi9R2<Km!Fe>bYw923)3piIQ`b9PxqW!k?H%p;r0B!q`EytIH)NC
z2j+^8=4|N;Pc85z=nLZheY-cFr+x36;ytF}Z=M$C-z4q`;EI`#bT3UR)@DyK_56un
z8Ne&rffzy?Dg}=Jl}n(1(*~Q#6hg5L9Sv1zpCTwUC>UTkX$`DXgwU)0Qt~>26++%o
zB;if=<hN+x@mfWUETlzVfoM7ApuOZ`|JW+44sB|fEkoNej_!uWgt4Jv7{YKY%dpgs
zV)kJT5i8<==07w``XLSM^8hz9OkvQvXFrG#A+%_maCO}?L$KS4MGwglg{bN+q1WW1
z!$-IVCYUB}KKJD~A#e>4f9`h4DCNaUO$-vn0*$R({90j=&5=C|lQ1f3+JySq0ouKV
zlAEo5@1DNK7bZ2zmO~h@a7NQVrbh(>JPT3CICVXAooVXfDnJK@0_93|r44i`(S;x5
zJX+?h`}S@h?qtev793IB^Axk?jg%!KLp5A%nths{gAgCyWbEf|tqH&O2!H<yiuGWu
zCRFDk{>w01^j4C<4wIQ8O5z=#fReVtrO;B^)n1KIHlw3A+?4+|s=)(E^KXNrHg}RK
zNKyM9W8!$nHhOzo9^ySI65(ED16$3dF>%Oj3@;=jAqj?iO%1jZ1qFpwZy3JBqrdDR
zvl>WbPJ~`b%3;E~;^W6Rp}>KNx%v5d3}$9#X$XadU2OWbFQ1~K;`WU5^DH0j&JVwG
z^YRevUs?+Q&*ot!)eqA>WXDEoZ8XGp>Km3;Ddmh8OGgxQA08bc)#$Mc0%FW&#7vk^
zhAIF0m6S@G_d{|vRWy)-4MO1r$jOGOObmK3GC@3+v`!5Abdd|=*)KHiH@iYRH?i)D
zd9AsRS%tp&d(&r<135o*a8SRj5?q>AzAl2v()@`Z?Lq7xwkirCbzs!9_=GAH$CwM)
zYx%CPOpRqwl3{S6A?eWPbqzgZU3;O116_kD1+u-ktMLW4x!=rxZ?P@>5ckZgjbd7o
zGV>9I;?$SS<|WQQ753KjTLE>UF_S|$znQi|zq^rjxR~qxT$N`{n^%MjNoRJ*dgNdd
zd)X^3RIpbOwy2op;1t`8jm8v8-VkT|mNkB__a!2_ut9VpbIl!h^G=Nmi|3c2E2Mw;
z?0+;D@}uZapFdMV?^o&meRjyo)P;r4p_x7h8<;_k`+RTs;qk_Eq8Uv;zZSFR7AQBY
z&rgql18Pvy)DFcoD4wvMzd66D%$ltJQa(;(q>@|#u;U<&37#k^SV^y_sNf4r&q0g3
zFF=I?5{+^hOWHPbVm>}Tq@KhK@uVh4EXIT&&QE%8H}~?0!~?qld~;*V^b~ijxCi{J
zQSy)&l6=XKSrgfwmTZ1?B{u~j+$Pp)xYYGWC~L4)zq=93drZ^vgRd1g%e=D}Pj`c@
zFRa{0FCbs$T<e1T0xf;4R;OcdWUpPCQO5Q>yQ|jsA@k#()D~9NC}mKO$pP~CEf9_2
zwYu48)q|;(BSr*z!MA{c{V&ygWu*jElN>kjt`=)}KY+)(Ey*9)loP5u(r@zZ+8$Pa
zTGCc#+*qE;T%Z?6`O7hu(6k<j=L{5;nXkJ4oC$ZM?e`UaRc5Y5EP`+}Ii=KcznwUX
z;m~GFMz<_0N;8{i&;LqPe$mD($93-!J*IP@uo_7hh`G|)Dv;CD)AO4(-O?Lhe)aQ7
zABYGiPj3Qrj)8%&#^Ie!)sNrr$Hq(yAJ0NOUrZq;3f?_cz+gTY$qX5jJt2f&47<P`
z?XTP_a_Jte!|o-=iDDce))tYuKFiLoW^IBxO-;pNe)s6V<X-?-t{c9OKnBI{xmM(g
zIxF*kddgb5o>Z&sTg6oXfvWmCu+g*!s+ShLVmC`<8K`g-t90uuKoSosm?u3!GmA5=
z>jKqpS3a4f0fFr5xNOpn1e$g=oTl(g1^c^@uGf}Mj@2Im3?lxE*CE+-JX9$q%8=C$
zr}<1qNAKq5hM@Mgzua}dv1g1&^zP6>4u*e$P4rd@5rVCE9S7Al3s~f~ScCnhxf$`q
ztFgT$Pd?+CwFlF^p~d@MG$jjam+h4%hg_|pe(<2NzA-;*CqSdV>Bjw`{)q*x$({pL
z753`i2uo*Dyw^xj)I!SfdQJ9NINYyd;VxFv(ZK-qtpucjf_|VvWEswOu`I{mpp-+Z
zB=|aRKoZ=|Pv4$BBZHw~j+Qq}{o0^Jf-G1hmN%R3*y)lFaxZ~&@VCI_q;!3Re)Nc&
zn;Xdp2SVZdNmfKSO!Yd}wfk_DG)QQ`0H^Xsm0k6@?RyZtTy`$B{v@9nh_r-W@V%tf
zelq)d^_*jby;}LTs#9%w$=WiGiXNU9fG|Lo1kLDhtb1>y<V^A>PP&>r9c@#E1^%Os
zXvdq}JYsvU6;+Ucg=R9u|1o!3@$o|IPn>x87K_4<zvycePg1qyv%Xy_@OUN1y!wqS
zY8FT06WVe^(WMnPp<^)$=i=?+USD9EtbM9A-<DL96_3hGhI16jG?pGYp=FAE;o`?K
zO%ej<v3OS(m+>kCuK2~HKv{&yxj5)769Zu`Wt`QS&t8ZSp+C2uNB(`3A$v1IjF8Oe
ze+Yhd&xl&v+xx!f(eMLeZ9uKLG`q#Zz=+DgmOzJ+)4Ds_z3mp||Iq9<$C}J18<Kf_
zfZ7_**$kxWo1=mm!^uen^0U-S<wpTcH6|vdsii{u(7Hr5^T;353~Siwn~!yVXuV?F
zu!Nq7<$Y^_a62D>s5P#F<MZL04f1)VC0p(jI@H{=rW?!AD@7#hz5m=lX0R-MT@*dq
zD$K<UUc129|CeX5H`t$^C|BXz`;6_%_H5gARIm(hL-+yOp})9F_tisUt0n9vI)}X(
zY(++O^)WtM6=mhhvcKaKkb56qSsVzF5qLy(b*V;o?nFaQ!bjB_MEQp5e(;i%fx+cP
zGm&>5Or63W+(O7tc3HOsZmR;}%a+H&*1&5|!2syO26#vyQozIIkE?WSM%W1ufhqU9
zb&p4$h_<o2XjKRAt%xw$WiaXjy)1rBYX~gRy_ruam+J2r(lUx<x1fWx-qE0fBb#w;
zv30>&bo-=+t%^HZ@7wyqXO-t|>$ams2gBB6*I?obHY`1gE~be~o2Pk=@~50k?@qUK
z?sJz%$rVu=qPimn2i{G|V%>N`E@byy9h6`Y=21Y1Ke#~JyjF2`=hb+`zsx5M<^;d9
zF@AllXdvSUcw?CYI&okKn#7c2SeTeTH&wr~A3#rr^Jj|4PzW=)uLgnOYIJ<CIU5Q8
zf`tOEy5mPD<#g}6z<3K&{Q&;)!{ZlzxL&p;YI_PPl_GBz1NXM8Mkk(Z{JJZV<7@1y
z<*6+UfnH^ryt98@l1=h(#rh+l{%rX+6Uo7bUhhLcn5ek8wKS5<3+|uk>?TUGEae?I
zZ!*8Twal18EFJ)W!}vPe?lOY66Yydb7iBV6q#ja9*lKL>pqz9L@7`=uRt$N}uH_W{
zq>C3qoF`g#zXm?l<eBQBATl(uj)onRjxUgy-kI~^+lDl1p%*r!PKA;j2ZNq^4jYST
z)M1>^Y<{`V<uCx&N48@Gcv4b%iGR96VT79HLb>N+)aH%0Fk^};C`6P6IqnL$auXnF
zW-`*!$m8OF^~Bf8KuM1RM(PnDH$pB)5HSa7hSZ1<4<yKNu|lDG`}&YecS`+t2bDAs
z1=@nT-?ZJ&RmmL<OTXjl>iRuIEA1yUQ$}KxiT&(%j7yZA&5W#OEH6E-D>lNy9Ml-q
z`~_Lm$W@eRs@&M+s9<%$Z8HHph$AgrsydWe%C^U22UA@p&H-SwYd)YXP!p^MVZZZU
z7KW1!ao6Vgwb%ZBJ<Yk!5RyLdE}ac%EfqBAPrXGrb(O{Lr9<CO+nY8)7DBtZp@jH3
z$5VHFNaiYb^fFuWEd%Qpo0+Z&vG@8U^JLRdZ{ju@Cg@z?9Fo)=w{jc&XH(1UptnlK
z#tHQ_G?Y%{Z+Y=?Ga~b^#M0uZ3KSxqTR&uK&D+SJYp?9(B?3FLwY`1hpYP~)+sR5j
zBp&y}$yAyuM>VJ|7U15}3p1jmOw#}nP2{6k@%Y5cH#(FOL>`5Tz2Rkk&KN+1*%B<K
zfm0b@ZPokiGrFnnq1Xn0i=3_;&+nC~E5j$(#Aov}1rEJ=z4!JXC%@yE(>G6RDP=uA
zwRU~N>kBG@I0D*mJr;C{!^z#7Ev2qguWJ8x_69U<X6p|F@2EfKKkt0iI1uwJH<_Y{
zs6`!4B2^#Hm-JXueg9M{aL!##VYAklF|U<oZ7d^dfm2lxtU2sFe2tu6!_3U=<zHeW
zF~6l9A3kurg_Xaa5pjG2(di%}VSyNGhva|3s;t!vGLO*|@NkeWFbh>IC5sN6`!MAW
zt(pL$Uubbmc_mG<R#=$JWAe$H`KfZ&zhC+QLo9P>LnJFVn}AbKB}IXs94xfvU%U|&
zvhasb11bm4MzXC$YJ$vmC;;MS>b-WRmC92oAb;DA*tI~`2x7$I43qzdd%!45CrT0V
zw!*G8eMdSxL<NJHn4k}Ot3+PkMP9iJeY{+~eO4EZSL!946!i4T-1~lc`G>%E$uMKY
zaG(X-Nasog=s`tv>B}Z(%9_7OW)eQaD2&gTWyGMp{?ClMRyHN{|FHGeK~=q9yzn8V
z`_K(49$ExxBn6~7gmkDh(jc|z4pBiwLO`Tbx*HLsL+MT_>3*N{{oQxw{&8o}aU4fD
zdq1((r&dUjR_)Y3zA8hr;&5dQX>fosj8ocR!M*l+>HmIfmJ#OE_WNRlcO{1Jb;$aW
zgAt7Z@8oYAc==9i{WKrd8PV+IerHrL88X?+d)tWq{*MM*o@Sh<-3gavCP6Mb>wDEe
zg<*4Hc<7GBpLQ2k*ZCSQjOkbWunh|o{LD0Iown%AhCDysFrx8dT%I_5<YPjkfIM+~
zhWVeiSsf-kPmg>Mo;wt0$CZvy2@2p5KH%QY%_8hpgbU=}@)_?7knYmQ%@i0paS#ES
zoG`^5dflC1ES&^I9s4H_qSth<-$%;ZQ__K;Uf==IDCR9>eU>Y-3m*c?cSRui%Z;jg
z3)t#p4-%>QD;lhEtSAp4LWZ(wo|+GS@A){}Y~RX2hJ*P`)9Ra;Wj1w2l$8b6p58^E
zo-RglIL3`JcS9Q$#s43r`7<k>=^Gg6h&;GDuncpVJN5#+Jgv8W@=L#PuE;-fiJ<O5
z#W#Z$CF|?!aEzg<`2h5<6!L+;UdbZvva|u!&cFRXzFyF@H%8v^SFmxw5~E=HR*7e9
zZNG^IhCl~)EPVlLI2UIT5Sa$_{wY$|;fp~Tksxkq-*#Hhowo0T%!>k!L{XqJ0Y_Qx
zYCqKB4ywTJBjDJ&fpuzk(XSxa7Dn+iP$4(n{P!6%TGx%GUL#3uz&H0j!ar<{+2w}H
zZdiw&c~e>bS+`c`4aC?(f1Q5kw^53J&;yWGX7Q-trC^(_3g|bZ)=|8c94lIQ_PO{L
z=u;}eL|ql0f>iN0WT<@u*bf#8yehm0FcLDdATY{6<<mnfFpW({Cg|0&JgSy^EJ&6z
z^yk*R_pLXv9kIS^ktRqlgKTo2WM)5o3MLUd3^gW|TxG|0%~BOs^{zZrP^Z?;Eaih+
zGvyuX1ESk3*Q{w`Od*X#Kf@|<u#)kz=pRi~Xji45gRv?_zKk;B^M_}HJd4Y&OaeD^
zTR?X%%MO2z!~`J#gnf4~WSuX}87bi^(!>+SURsYb$j_BptL6hCM_2BaHYx&?-J#|@
zLJufC77ouz@It{5%uZ0v4pniwj=cvo0+_u(QF?iN37rgxsYE@ryYyV&?G@qY3pD>B
z{Vw7K0Y?_5Jc+ct=Pw)MQGaZc(FV?~`udVxL=f%=!9ctyOf02$uBn|XsiG=97dOeC
zDKzzfrcK|4wo(?aN(xIi{nK*`z)*;O<g9y!>o-NxSBf|hc_^3*&{$>wCvfB>d8T4R
z7atwn0p_m9fb2WG8$O&MW*O<|_om3<e7ARV=i_;gYFU@@ihdbRn~QU^st&0x6N<Rs
zm}eq6f^SSNQ)Ck1X?JbYMpxzhWhM8FGLl;<pnQkm2L;qk(FhrN+paN7(vIXY{<EVg
zb;HrGQ#sG7_CBx+3MSF|`d(SiNd3Lx(eYgQEHH1@J8(CvOM$EeXKAVZi_YRWUAWn9
zi|3NfrLlgA@y`~gzFYL*HCV!f5o|>_8&+0U6!r#uqC~JVi!Qvj?K5z#(Ej>W?7jhk
z40C?-c1)!u0xbV%ghvCzy#FOPN;nDJ3T>+{Z{S*$2HfA&GvdG}wgBYyta2S2PL@xb
zOF_s|$)12^df>QC*EiSC3rj}S??ti2etNhmBXM6|#7DcfSwF7V_KOi>3%g5*uapwR
zs|K%<iDgWXkSned=Bi~`$6gVHRu)w{J`r^}V5HrQvIR+f!_&s1=Lugp{ZVlFjwUgZ
z!vXnZDS8|XAExPYrca-~p|4JK>?o-)_OcwIQ;dJH-qaVGcwcu3f^JPSs-0avsHu`r
z(PckeE^|`BmYl;aa*pdFEMQ2Fw*S@IeT(+0iPJAY?&DhX<*sWqqVFRw)DuiB84-vf
zF&g^ol|Z`BuCH+^fEA|g3N-Y(*Z2OS=A{6K#=&N8Mpj8lmAY8rhW+$eGQTB?oSX4I
z{1p+KI2Z|+Cc(r{(v~lMXM*I<BlL1uvg4cnwb069L>{-8L2$Yuw7e~uv*vbf!)4GC
zQ8PMtaz2gWLAr<E3{e!Q#;Z{6ltc_E)JBK6(1#;j6AjIJ<6hNBpWI2(?&=lMd|6^K
zfbm4y5^c}Rv8b`$5cAzJ)^>TZ8y##xZWg!y+MmaS<`nPVaVo`BE9Tin|D+^7BEae?
zB8ZuXh_Ru7*I(Eu?xQL`pH5vy3*AtrPV4VG0V}OzgRJ74j?gRwGXt*`HDv@8ZrGoH
zg>9EK5CKbI7hu+B?QHGrQ1eexC8iAw!KF>4E_wbUPbLWy*cV-01$0Y{B2jP)5R1SX
zb5DWGVG;DiT__V_gQwZvPf|>2Ou8iPyA&33bml31r><$rlll1HG`@;&=y<={ev$nP
zq9)Vq`bhDie?z4uE>nZ!Eq!{-%KnR(9sY?@Kb!>00ZLWn*c|^zgvDrTJuM+O;n{S0
zi#xSlwcv8wFJg;>FI`^y@9v1{z(lG4a!dzOc{DFfR;y8o=-@0_uupwydp~*9L2f#=
z|ILypeb~4Adz77fA(uY)8!+b(%-VC^fvP66ii#{noi2rXz%b{oGV>1cY5<}#jEtNO
zGNC>nfKE}}Ho*C)fi2>mS}IBrgVfWr1f(3_XG1%*g7N><9^m9cyG&n+SoqWdc2^X5
zEQ^3h4(qZwKzs!gTNb{3c0}bK0Y0FXIaGxNlhl`s2!9W%HHwn7)iL-&{y0;Xr2q#I
zLK%!~cbmtMy;1LShe$GGpH%YD#!e{2*J)WkP%x+1^HBRp9vU0k=sK%|eB*liInOSC
zIc@rRHTfxF1M${^pu*9opl)>WlRnEJ8}au(YTZdo+>Ned=8?=iCXV#!af2Qi9Z^e#
z{H9ejO^K^edi1~*CdCc*ixGE2zPGZc8DLTqel-9SRCd*xcFO<Q_dAS?j+VbUd<Et|
zFoBviq;ItyoDXF$pY`0z15pK-^&$d*^{v~-L-PB=t{l9)JyCGZeK3NBRjQ@x2cxOC
z`gF2Fb{iO>Q|7cNV+5vg4cS&{b*h3#fJ}x2b!6V&bUd|+_6?Iml3K^xSJK^$SrKpk
zdV98wObDvne`KO5pQrEeDW5=y>Q+hHlS1bo-M@ohe_ng7kKqYY5*mdxhBXGjH+Hy$
zatYP#{bcq%m&-}x%?&0Vean+kg9p`mX(HfW7b*V9ry0gx<IVy%#eSofgt_ryS(*CK
z#R3mmz2Rxb3CalzCRTNWSuk-x^tK4(xZn<w10Gs1LxJCJf{V+fks5GVnM68d;&O>#
zs(K_sR1Azi1Hcy!peY-y=eWR*V=PkR+^aQ8MWn&y-E4shyI2{&SgX&6Wl$L(Pe>_@
z{e|4iCpj9@#mJ7e%FHq-|E;IP;E(hX>~)OIgiT>h&vr|rykvgP<2(Ds?rwUE#Tc*o
z8`fs{H;8;QP9>^8I`n`GqSkVVp_c3TVZ4E}*1wa$8s~~#cGsIoO?9)yfY7}1F}_KS
zQzlRZ(7b1e@AV@;7|qxGz4x=t>7`w4v?vcclW<Ab-N)jQoZ+ibh_EtiGUzn09p(*+
zDZ!jzlm$4*Bc>!MJa5TO6l}?v`(*Szb)g@?C;o4DgGD@C^V-yg?JiEx+kk1PkpU|f
ztDgd`E&{=1d`QYTbHp4s!FX(UsZo^>JEXART$8DMdp`O@YEhl-cE#WLw|)f8{J?_o
zXZj=p7{p<V2>N9c+_4%k`!XE--m&^b&7NrK$oXBTA4^d^0=&Vbymw^jBbol{o(mes
zEcT)`k)9=1FVt1GL~!?*-T+H&p)Zw3;vPDzQFKwq=#z8Kio5O!@^4#|C1>(s%}EO!
z{|*=C&{l=HG{|X?7Js8Eb>&h|3snvFh)qE?`%FD<zH5!>uQvFd3`I()C&a#@Ka_U6
zgE>eh92eYX)(Y6Xa<FhwOm;yn>c*GJu1a{22m7aVtHj6dro4cgm`9c$yW$5uPMZ#i
z$s-7{YbVW&d=esr?wx4zkGu)t3U}psP$bCfeRFy^Y=24-cq6&F2P%cAFI~_*%tGp7
zDS*Y>^|*z35?4%z4g5$C#M-9ZACM?N#`S%)!$zRa$XGNaUe@r}>&;|e|9PK}QJhr#
z)%VM)w+pghfiqv^$SqDu=btU&IMp3<|8|mOSk-?{UY%Od{=vVOC8q3hgrVV<<jSk~
z?dZrz5HN!*0`*N^zPX_aE)>LEk1^L7rs(ihF2Sp3?FAL-p~8<;L`*$Git0M%T&ln4
zc-|!b!EIX5a7Ju*@wQ{4u;`Z&qh2w_;%JX(eOfr=@5aGv<|B8sz)<=~@8R;#n4g{d
zUl$p7Q+9RLS5>ZQ?0KgL#3rRmTE1{vDYlasy>nA4lUaVb8kzXRt{+-XiyrM+T<tU6
z)xcNG;~^PGvf!Y@7?Vd*mPSo9Y?hl$4|9mtvryu1gW{yqgQaNRFi~;V031;r3Op>~
zI8?(}4kTydH)qSWTLp!vGiJuAgK%h5##KuVoH1ODk%TS}EO24mYBv`37C4|Z(I=qY
zoYsq1VT=T$L>i-%weKQ+CFVWU%lv5+>f})CL&!OsCBR)GhToUJw33?lNbg@1PYrQB
z1M1fkyTZlxZ!#2*C^3zY`FuJH<))0m!LGI1IjO1SL?1CSj1F<hI><1*8}ZLq&hGcu
zJq?p;r|5;5fvf6WeNMrzaj#R7X`RERRbJLPl6lBnrEqNN5C5P{F;cb|*|3d~54Syv
z+JgUmiyO3oexx4To`~`8;Lv%H?oJEU*rK%!8}@Mok@SmMIuW;9mal;|8aqIN1#2}n
z%qjjBHS5@e8UyDzD+<)mi>NE7xMnU2Sm_i2AWS0nc0Wl=01?_E;lN=AAH@m~@q^Y{
zcPlI%<_zY}HO9k8w_t883ACHW()pzMim{4tqYmX7YuAv!g)`x{u7X-@S_zctVP3N0
zAEFl0#mnX3Fb)Tvm!i+7B8Gd+lKrVsg`U%k;=R7bl#WK%qFvd*tZuE~y~CFEG&%|?
zoR2xi*x`MFD`hW;KWcfn34xLYq8K~lS&<6A?ckacm+%q2_thu;b^ZrL|Bl$>-<hPC
z!(DHjl!;37&|yqBx&e<J8Sgnfp+cLjyCfbajsM;V#-yP<`(PeVsBYoTkXoIp*`hE}
zY;3H4wLJ~+5yli1afzSKxB|ss<;pw^JObw7g5M5{?+KJP;14pyTA-rpL0;n<vZNT}
zAk>?h(cQQtxYrzkSWI!+i<W_DBhOp1zL=)pkj20DqpvAxfNS4~VP#7)gl;$25$!Q}
z^IG$Vg8iNyy_i<Wr-!*y3s%^#cwRNXHaC)4p?x6^3Os8ht+>R64fWW1nkM*f8zm3i
zGYlL(lR&B442d4X_l%N73F2eDR4Vjwf;RjKl;YbqRBkM`Oqn>khDQ`4*;pfXG4?(U
z!1as*IZJBMkB^Vfz}z&{#HIf*TF7TLD~q-9>R+GN`RYf0a3#%nOgq$`uYCqk|6q+z
z5HrpnR%C?7i=T?mb$(ch=uA!B-5wL25jbMhhZuDA(-@dEr#K$Sx-UOdr8U(G{TgzY
z>~~r*)gBdPcvYP}IHB>pr#Cvw<R0nMiFey^S4m5hJPwgdG@H0`a^~^%IWe588`~cv
zk`K*&rPB4W+|<Ie%h8EGyilN2p;FC&^QwZaFByHvuVWYAJB31;WHzH~xnkdk1>(Qi
zhURVv^^PLD?F3Js&}0Nh%;0LAq~m-g!eFOJ#?9hn)z`iY)Um`8M<k5i8!UgPYlxYA
z_t7M8uUsDqRU<z6qW1yEV;K-Xh+k}ECj&AHs9i#61YSKUB>ZKp2|l?giE@5|_7-t#
zT$L(y)QH03jrr*_ns<7>q{{WF+N;p55y0kM=FZ2Q7Avy`$V%gTXi^WTskUC-#ggHM
zf}e-4okq=TnlE{7a&5G<F0cRQETH<1joahQVULh2;-TcfNPZHIIzmQs-q9z;oL{fq
zxk|>AHu5zRVWyE-Cg3RfzTfXs`)$88LKBX0x9dqSrJ2A2&a)uz-{NLxtPpc%{0cw0
zoZb_+cc&4gZ2P+nds(2|L{a<=P5(kSr5!9$O&KsYt_`F`gE3q)u7eV&8E!%Q+$5m9
zj<c-lNp^K1(-Drd6w{GGhUgNwl;*QyXC5&%^bP!FW=Ec~lNkN($|V#L)0xux7SuNN
z{pvX6kuu?{wSI~jXu|&S^69_%gN%;bw(HNkJ!ib#%NMUpd%9ief=M2fZLJ`_wYp6%
zG{_{CJSCAkmB~Ra#Fbxl{kZ*df#!;w7VjQkLzwj#F5HOV>HE=X^h&C;MnuD<bMctG
zn;5|mw@y$lpi&`F^)Mi*6rMjXoc%P|G%_?4049nuK|r)D2_z?|8+OKfyBKIyaEEF@
zJ4H&}eM&vpXvvl9jR40g&p?+L6<`7__Vd3*37x4W-ZLcM;&R`0eB{7jTdB-_(Q~>!
ztC0Po23hh@k00V`qtxN~i#Mv^@XT5so~9fg9xg>twRBrQ$}#Afi<{)r^Wrf-*4thQ
z=)RBY&Uwcm)VgRpxKw|qkZ7rUh7N<wl1?`lZklnP;>q)X3-|kFKheek4ydT=+*PnA
z7!e(9OW3Es*;moTi%ss<rlHe2T^TyvpUBD_j1^80!oOFDfo(}jV1%Fbh)3?}Q#O`5
zst*T$ic6BB#T|Y))^s?oQ}rh*-$fQgLzmZ^YG+&pmAL@k@mfvP+aGzxYYqY<&K81+
zQRn#YofDz~_(Ef=mWD<Em8mZ&Z}S-|Pt%bWs_X>kp1cwLErSqP=nrV#35Vz*>oQLX
zD++S|O$63}Wzk%?^Xwv?7d@t>NTPufnm&9Se;`@z2d0N!QPs<AO5KARaQ_Vd;dq?b
zv9w`bs)kQok(Xr^fnf0{0H@ZB;2Don{JHD!AmbiH_jqMy!Tpj2SJq2DQFc6Blwms5
zo?|A!+fHI{W=T5w<@KcsiQJ@Yq3%-0^wY(3_0z@EAkh~OejX&PWoRITHK#d+sVvk>
zyMK=sVom<hF<%&YDk}zUc$+P7G5=j^n0ThHZZ#kQ1jMK?1-CX5=^X7WWjf^?G8Fj&
z+`g#sjsFLXL1{B!d{{{+aS70dd#xlqbpjLfEPxcCY<g$+4R{>+pT=Ct-VrF}RUqqn
zka%!PVgvg2JaL<9L4oy<sGTry(0P9)(Sh`5jYIJA@FEd)<#qZ3u7tvIvQ1TttKBXi
zKK;~qS%T-iXsmmoo@ZAO5|n`lEiuGT_E_3a>6cCutI|iQtNU*8oBT#bTqJpSZdr;k
zSkh%=T%>x68<Fn{szx&7v@<QWSDhUVJUf^?zJD-3OH||@*JU)$JA^>j6E|9ZgaOI7
zz~oyNVk8*-x(5h;H#gt`1FNF4@=}^MLSAo?xgLf_sx$RIIXMDkSkMFGFv#Wj9Y`#B
z2D`o9gUlaRc}UcjodENoy%3nWhz$aMoJ(2ELzyEqNOI#lF7=w?Yls_TgU9a-b5>9>
zG8}MJSXRg~7~Ii+a4(?IuD}{XUgZn;Dh^+V-+e1AGB2NaBFGQwDo}q%jP{tDwYLsn
zJs<-Q!1x)1Q7XQ&{5EdttWD3vyJAHmbp;pwhp0lm8d$SlHPAHlc^(d^4yN<yFXzOX
zD|IBhh8GfBS`0?sgiQv5?FxXPy_uN5G!@(vsD<(rER;GL2*YW9W$x^F498dB1k>uK
zbisDOg2NLp`$O&*J-6m$FA1tZy9or}?%3X0U)6QOXRbkSo3<y}!%wnFp*dMMV|1Q^
zN-H3sp%(Mtn)APOC^D$R1Fl0BAico~*fFvB%!U($1OLPS=j?K&C0vw1TDUCKN@NnL
z`JmIZ@tHFu-MgitJ%$V^9rTU;S_ZnaS6{4<>Zhp+Z6*0+%KBMR?_INor#3wFkjaSs
zAH4Ck>*IKWpukH2hyCMwO~b2(r@I`}ZCn?k+^#8keqTd!nZbdfvxbPT1Dgc>UV)rV
z_WlmxyoGufqp$y#tG#5+AMTCWnbTLpm*<mh5R}=DM7zHp0=l2kaRWAMwOx7@#SD_S
z`k?$vXP4XHvyu}HaD#p9uy!|_O>p5l+YxptfVwTly^nN~&YErs2NIl~#G0z<SZ;6H
z&WP~f#~Y7Rd8?k19^$g*f&BxZ<63~|I87RRE&`u5>R8!FfmtA-Cm^>~1_E~o4%-Uy
z53&;1HiwpbfKs2HQqG!{uXJ7<H`{VKnvL}X$Trx&id#p6O};P=*1O-h#YnY`#KkH~
zK|Com?BXs+7OST5a3cEf`KP8MVvlklg1gJmtB0HbSF$cF>@HD9SQa7Ua$reemIeo(
zsQV*@+&GUKT^?|Ksui6<7B{Fq<2#|1MEBF&IHDJM;O@kf+Zan0tGMq-n-G@~Puw*t
zWfUAp*s@^rOZh9Ot?%5t_vCqtEDw<vWQZn|QPeKAW*j6f5fUACi4X4O{F*OcCvcvQ
zKgf%D8Q~_#Cez3AK$3BhzxRoSDYG~WN6&p8Np`TQMu9}D5dv`mXVddHVS;uO3mwE#
zogjr{!A(?2p9L%%81IgMe#bUw>CPh%lEOOdU?QC`*p2i_GtP8@DTvGv9c?UYZry3I
zZ;xSohLTThvPr(-;w#&0ExL)6SH0leo9R4?+@;{)Cs3vT$ytzEB!(Ne9ON?a4xn6@
zVYBOp9+1nm3K{0GyCw%kt*sf}y_I_wU2!Ti4W9J(CZNde#OYx}P3-Yoc(tHxymDuD
zSB}hw_K+82vc=X-2cthi%^U3A_B0<Bs3u?U5;Z=w<8!2M<5}Cnk9{TPFRB~J6t81u
zswqLs?XiN0DwjTGcm3?waT_(KHxrr6hrm&DBZ7M6;irM)wm?^O$91h=`uTGj$*X-?
zFvS}E{QNu<51e6HeGAWK^RvFO`g$x0Y#>F!7klX4#gVaR!PE?N86(hGo2RPEt{}~4
z$0^K2nb1FWR)>`Cs(9P_FVymKTsVdcDkH`e{!#Kf&g<5Vbn+G$o%wml6X`I?1Xl$@
zo{lbqy^=e2Pp)8d2jG-IsK6Ctan!`DA+u`}+;MDHoFI~5lk9d0a-Ze&$R=}FqsX7%
zC_jkoDC!8x6c4j-vEn|*!!r1*M$hfg3B^+__b)PRyq>|Oq9_yKdF(($b#pZ@E37#e
za_i{;akQb~$!~YuiQ4Y>I-L~vtt*8vg`Pg8dd>I|TOe09x&3Fu4!)R!aK)jO(FiA{
z>(g(`Ynn~IqC(P@qz^T7By4PKyw*Nh?e_}|nt>_Bs3xQN=E6?D_^JhlDNRBp##1&5
zot<s(LGDsa>5s%;WJT%c21q-+{pwX9?EwA&Yo#pUQ7JU9N3R`fKwmmOfShXSBPM&;
z=1Ag&{pgnn4-^TdcwuF!h~CBC#$~OF8Vg=Yu>%@gF2UNyo>j>jikqqxy*cM5<-J3z
z=GR81Ycsv|?<>f3e&oxLgiu(ID<8$!xjynxnH{!6Qh%ZePx$2Qq)HcLsy^6e_<0bv
zPK$Y3_qPUpOsHnz_&0B+3#1=lXNn<rbzAd0_3W~H^lZNdUD)XAwk1ttk@{nxX4Gio
zp;fJ0E$lC6LC=qvR(E$c9?2Ih;LHUo>|_vjMN3C_@W(16RFocEy3bu?_vrRzZ;1UJ
z=zhvnTZopznyXBRFzI{vr;$%LvqT${4zd2~O+u?WA>e}#A*!IVI(vq0?RKponiRe2
zkB&WlpLbm+@kRChNbcLJFEDA}uy`~1AWrt<Op`o54Q5;_I<R}o9X-h}AG6$jajm4X
zyZZU?ZZcmQ0=>8mH;6eXR4c!A#a}6T>@n#)6Hm{ruP42r!pX0HE7`Y!%HIo)L&tIY
zz121Jfu%nDX^Suv;_CjYw4C1grR9eaZKTM$atO`(Ew9QJomb7bS;z3%0n^v2`AC_Z
zEQ_XDtUr+m2T;!~H(&Y=a^3^=AT{-;hh)R`){hM6{N^S;iroe(6lu$EO);tsM2gh8
z4%yqCc*)s`&Ba<$7PyC1Yj88~T3yb(99#q)e^%R6fHLHI7onO6AO==81e>+9pW9zH
z<mbZ01$w920jZKbzov%dEr{s0CmVLSw)Bg`o=fhP+qX%}<iGdmOC<)xJl{;M`ghIp
zmN1p(xfJYvFula51YLI6SOhW;Zkv}_Obj-pG;Vqo0RXPP%4BMobq_s?=~HSIu!~y)
za2q3J=csiZlsk<HhY45EYHSD4yhc+VbPdyK$>?yki)-Jd_=xTIJMov8f0Wq#IIm1@
z_mBQoF`bdoKgSm7(9IjJ=N0S=J?t{U_VNIT!U>91$Zu=Vp6>#!#8Xg5J+a$*nq5rF
zUr!AH{}0sXhRj<!EN%r690d3<03FS~gUm8@3l92|t>j8qJO1)zw<CuyZu)AA1&6$|
z=nCWIizF$pmoBiby-d^2@c_=qxExG|ZSJ;ZoxJnvZ|T%v!%koUMwVQntWJ2cpq#?D
zn4<@CLKoe~C`wAaTYVz!$PQ{-O3yqE5yb>Q-@WohgDcmYyVP@>l%+*tXzS2z&bCqJ
zO!%!1v{2U;s1Eac<aFG(%M!P||FfR_%xU_$_}3fS+wK@5HF8QT!8#|INCh5xU276t
z0aglb;a_P~;@zi80Sb4U-`44a@%3*%bnXRc{=-p_n+%l$Pb7lp=R#-OZ*fn7xJkyR
zK`dxCq&5s|w-r0QXFRuJ@jH+kA`Qvn&3wWxQ*=g#r=Rt+JjJs1Umqu0<%DhIa91tU
zZR*9~ThS1i*qRUd+Q;_mcT5Y-Bu{jAR~h0*dsxI$Zq;%gUv&M$SIg<vdh{oSBqw$$
z?LK(hqTsr9TCe3gQX}YT%GeE`nv0nf+^ZMEdQ*0o@x+LdZ;J=?=+H-h;XrsxS{Gf4
zr*p9FoeK_S=ay?0rwuQY1hSl-<Bk!&y4Pd?a+3L~izU3yrduql^Bpc0O;@&eW@A5C
zh(>Er^NBuWj0rYm{b<PgYm<^(2=;k;6&W}VO*A>jsX<fXS)zyJ1+X73fX0i6?6&oC
z;b1}71lx!I-i4%^-EiO0>Yir2x;#(eq726ZU!Wnk{y@7XM1{|lQ1t7$OXV7e>$IF~
zR-R><Tq0>N+m$24wX!5)>^a4Ir$0SPBCl#}siLxvq&WJd84X}Ok1e$3*^90^a%y)v
z=AGkrG=0CkAzX~v71uu%CixsW`ER8BZ;fx`w>M0Wp*#;5tVHKJ?vC;N68E}2?1|P_
zBB=f$)%WmR*}~=p>^LoAtbi2`i4ywcAkI7A0+xkWbm$KH@@-YN?(g0bNS85dhJrit
zv&-O+&x?<g%m&DWFNg6h5!}_&3Nbw0d(juW=--KA3#*7?-{x63>o@MsFO@AQ{vw^L
z1D`|=lKY{q?1h(AscBsy_@+OtKx*}4Ud6voWqa`&Qsq!G)M_`H5;mG!b|Hvi;@BRP
z0H5zm?N>c6$+|-=t}|He=#8+h^$m7YP%aP6deCvS*n!Srbgf<$!{dT#kK~*8YtK@b
zMo9VXh0;Is!-laB9`k|v-sK%@!h3cHb6+USN2b>ZysVHH5lz;AqtxIiL}LMSB-HF$
ze0l_m8)vk1wDXAA*wye0`QvBvq5?Wb228wnOfp=R+riB^wetK^4)AwaYge69?FHYB
z`-Z80nIqbq$XVRHGgt*~f?+2yZU4j+76V*JcB^l3iQ;Z6kXEl-d9H)Kv<@MWy(_V>
z)BOv~MD-v%X-rx&9k6zBdN(N5;7r?1om=ShnqLY5+bk?{KgC`ZU{My1cGW&qIwv|i
z%M9@&3YqHmOwQ5|H|QomdZw1{mpqO`G6fDhuB6eu7wulZ1`MRzONE!+i?MYb`-OHK
z>CRjyc1*T8cx9i^>1m|TAncr5Py&;@W2s3&tfveto-n-*fA8A9=#qN7<+8N?*<T@u
z1=x(B5s1el1aG`zin)fRJHLIZ2VmS;(_Y^<7-m0vHh#&6(f6Exm~#KJ1>38Yc4)n;
z^zjVN1m2b2tBbctiiwl1k&FO)d6ApE8|kZVTMVb|k55XU1ye!H(h&iug91n9VW-K0
z@+xw%HFHYqmspST{e*@*E%SnaUPl+Heh&c^B60=x_$ToZjPJTfu(#JY-9!=qLEd6?
zLDg7s37-?Z*KjKKwurI^ESX5+chU+->^-mV#We2R?h%hWqvs|ww`3caKe8LMzM*pl
z->=ST{_C7Dq(2j&7e60E`g4>zQ=HAQgYE|RMGT>%6DAA#|9KT8oQjI8NYbeLW?504
zf;x^jH?PL3#@@uV0Jepln(T|Ft?16&K0G$aln+o8in!`+SN?~9v~IuiRB~T``B(nP
z&`1ElI`@oj&u*IU_@I3n{?uOw>d6c_cp9V}&gY)obNYzOIXPn(^|t)L@-%6%;ds?J
z8xy|8*h*aA!mO|;uhDWvYPKKyu5+Ci;9(wO>S!h~fDIrLeYMkY=l|P;L2n6$)!>nG
z@XX~E!4(z*s#rybo&i`hWkF*7w<u|c1%}6eRK5Ir4)s5_5Rp#dfX-|NiqEIf=5Lw5
z`qIVz;bv4JSv1Bowu@)xdR>m8!K_H**^Bbd?Pb#Z$iG7m8)5<Q56BoEZ_{V@c|to@
zTmOW87e>0{gclex$-WQsKy)ux^(0Kbo#YRVb!8P4hiiMQZi4w_;Ob=tT=euIZ(FJ-
zx7UpS<GIP^Hj^1kOg?D!`DW1J`=cYbwHe^UiU+m^MJfVPq#}|u^4F^l0Qdy{Uu2}c
zJy%6V1)tA}{fz(Rj-ujze-kmLLN;lJ?>}7KQj=I9q(?=s0#^3NuU}n2HSY{$>OlU{
zzU}XSzDflQVt;Zi=ijWSoh@JtiiKlJ|A5H9&k}s^h@pJ?Y`f#ng&;R8A-JJ3iPS6g
zmkQ}RO+(@iTi5P5^|XrZ=O#d8O@vHZVmj@Di;c_o8gNx7?l~=h8b<*vvm6er05vMt
zV{C!zaM${baG;onzgC0mZmFkA5=Dl|C6HEt9_L5I&(>js!RkT4U`y_)7bBr;QzNOP
z=<V>&m$L-01>q8H{*pe^@c1}rg<rC{#|yOvHy#q~&;&m%?FV~E*mom2tZR!&f-3*G
zwf_{Bc*Se^40Y{(=oHIEYPBTqhFnR-K3o7{g0-tjhE5AldeB{gA1N;{uNBxF%iT7$
zxJ;YrCrx}Dp2Rn~u0v|5aqL)F3=ISzPb;gklESdsz70sm%UxELjl3VgZ2+8^)+NQg
z=AeGL5%IL#>n)Ucj1ei58K9LJ677mx@}BFu=h^)Xd}Bnwm0dxZ9Q^xi%&X72)9A1)
zH_bMJd~G%OYe60TwBU=L<J0_zA`-Ctud<Z2&7Yji{}G0|8e72eV;tyn@1(or%HZm_
z-<LpV?ahQ<-36SP|M8=?^9Y6PKn2<33Lb1l<bjNm5-!TdR#EW~R(xNQ{GQ4aV8#W5
z>C2p#74*3%K{mPhTK^{yZXp5w8SPt35aB@$hII<2d^S`M5~L;krt&EWtTqZNDoa3G
zJ3+$qD0j7vo^dEJYJ*q-XZdsBu;BxIcj<O_T+Wg@=5XRrzFXt+Q@gmV+B$0QL`MD#
z>I`jt^ho8*e~1D_ox=`8=^32jT>K$DP5G@OrljSL7mqW0CpyKbatKTE+R1uFBM|<g
zI_WKc-=H`L&;>`5yWe-JIAK?tfYJyQB@%@mW<Pw>gK@XOjgnuD8B|Rr0m}KUcWPog
z=O;4SwR=q4uLsommHeoO4<2a5)Z<e>d_2ZN7IKHZz{?!i%^juhvaw;HG%IgeWM>Wq
z1qD&oZjiKx*)SUi*fCaKUSc56NE0mq{1_NSF&p#~5TNC+e$l>wUZn2HXn@3lPXbm;
z;4iIhZQD~tT%G>@=Fc0SgNi`Jdz;kl`Jh^tB1y=V+4$&L-G<eb(UAab;k_Lgn)ub6
zOktcfQ3gxw48Nv|CH#mfU_O7TkooSLi};I1ZFw}T_DAM8df~FA6W`Mi(v&*-d!K?2
zcai+lq4MxhnLy~nJ_W#x%(MoTcAa0hr}4g!JM@Gh9C^YzR^R?T{27#rXv^su4jNSV
zj{`hf_^@N=?@EwKde#v!As;UKC}<;TV+<kw*b>HP2@3!lH=MaqCMybtk^};gAQ}vi
z`tyFL4A{hsGv=x?GUyXU&x1k8FEcO(y1To3LC52I2R}Klidnk;fvi+E@T6cQbac_c
zW6UNfSk;lz->*_++QNu&he*!PPXd*?fpQ>1SIbOd?)HE@=JBqQWVQ=Z0);w2%n_kc
ze+Kk<Hl=(mf@>Uj<hG77P#2WA-{vTecDQuugs0PWk#Kd8=V!BMMAisI4XME!`iL4v
zcU}7ypVX&SWL0?eF!0>@8S`=jKF(>@^Y6}tRYjBa-TSuORX|T=!o*ZYQEXOTZp~&g
zdx-d{y1H9_n|{MPAee>%J9#h9z+oG)APaZF^jc5zoEd!Gup>k)ofEsi@6@>8j=wv3
zdvn^d=;XF5_wBm;_G%rH^1(qkfE0<P@*c+J**NBiXkz}LNZp)7W-=i<$C&`r*EjIb
z>yF)mpC<Q94w90{IT{(lC-av&x|$U7%|-cw<QrKSal<e}Y}!R}@WCU{%}w;AYu*!h
zTPF7~ciYz+uaJ^pK>~~8H%{a|7e%x!gc`hXG^)q{4FQTtgx>3^cmJB7kGbl;(g^R0
z{^Qu~I-Svx-6B3Etzlych_t_4^E5#}P(@LlG{`m09*zLYygJi)=N^Wj?bnS53UUh7
z=^rM>$Lkn)Zk$g3KBt%RpSiv`nSM=WH1B`2zu4gzjt{U2ChtU?+^7gat+x92Jc-&}
zpFgu`jn+XjRps^ie`b1L<=ntfotfe-T4OE@i!OL704&Y9I-n(*bACX|W)K>sx-PUh
z;a+3$bL#>1`KF>h$JBz_FHucTbae+mWlHDj+!_5iAY54Z{Cys$<dSDkERq$VH_R&p
zIk$X3O>?JcVnWOt;E~jVwjUO})6~NGExVzG^$bHhO8dD+8trdqlig0>P}*IutE*Fd
zM(!9qmHm_$mGfyeP^sH9SMd_x`*e3_vYeNap6Cu}wqzKvr7`Inp4aN)!jMTi?cb`D
zNMb!xVy~z!?q%Zw#nuRRhpeSe_S5N^t$Q~g?n<_QFt0e1gnjvq>`z_3l*EY4hd#9g
z4+1#b%ck$y2I)k$EO#=#h_)N{gp>crSmal0Esa3D_=D`6r<&9z9DYxBtZf%~pV(KY
z$X=XJ>sApyQ|H3E<I%SP&a?gN%su``9(f@N<qsah7Xhb~J)yhpzB3pqWof=8(>rU8
zV(Y-st9i_UD}!@^$uI1@6arnI1D&1xbp;`l<P3K~<$SY156BUy&2tDNX4<9H>7<{w
zC^rKsjKUy5b!&SYB%}la641!w&r1;cX<f6IW}>APRK#^d|0ZbTXQz7f(=G8Ew>BXK
zA_iQ&XA4nY9$_ZLr!r%A(|ID{eYy*!8Miv`sIiO9JXPrgUr-1`hCTQ)e!LPcCO=54
z_OgBAS-0=Kxhm#A68dub{VGUo{**@X-K+a7n-}bJb-V+9i|&^;0^i!S%y8ZGB@^oT
z;0M~v65Y3#qtL<Bcqy(UoggdT#6!*^9bIOeZ!y1n%Qu`2iQ^Bxzp+XXeEcXw%Ds}-
z&twxrr`B`w4_hIlG_*L<zHnz1%Q%JTIn)~@Dl@ZLKK`<6)zc_0Y@RlVj#`>TI{V8P
zRMdASQSipn+r0J#5bUwLz9Y7aGh8@%p1KWu=sz!hx7^-{Io2*>&()zQ|AS8Q+RNPr
z3`fJqpU(DlvAyYnYW2(Yd^`)BP8N*CFQa67Zy$#(uaH7)8AGiiT|H|RKV=)yTN`WL
zMU13@hiHCIK=Q-I5dQUv!Oc9kYN}H#1NhOK811i_b}AaoxNF)CY~`OR;cr3t;iD9=
z#L#m5P=s5)l}$}<BpDLM+$c4j!wydoCVa@$N5P#}N$UEBAQAy?dMXk20=~RriPx7Z
zYHE~KkgD>}bKmXy`g)!>_Fr_$n@;C^$~|@rQ29~dU8hZ%`k>eG1~H45>)_@dJMol^
zQq=~Aycxb<N`}wi^xW9`fgM^ZY~9*Vs>9`M=hlU+3~5fF*~K2XKiVt%Lk5|DsE!;y
z9;(aW6jY}6rZL+XpSozgnY;+-?7m7%`t}G)xTBe!<;7slMWKxK2$%M^U1M~6+mn1f
z)@5~?q0Y+*b37R9#nUJ7%%D+@Whn#j3FI_zub)S$@YBZbu44yFj|uHeR?VBJ^?-1L
zZh)Z20QLn9coRV)ANT^f6a+Vi8MkJw0cg8b!0*%3_~vlIrFUJ8Q<|jxcL4;h!H=pY
zErS!voLr%l`UB60w5HJQ>fqG~I(mgS?%X!<P2F+dA(80sgX!{fw<|2SIlg1Bms^CB
zMlXN45DNclYoT7D5A-bHc!Z}kXaNWtgbG$pAVY*?S_@xgQyXI$zH?F@8D4IbO!kwX
zzpmu{LL=yDXNZt8UuToLuOJb$fXx_OtkMd6GQ0P()0(jW#KPfTL7ESZj4b(=j7MEs
z<&UPd(7h}_%eZ7HvWy4GLLfe7dDaTlT`n#zPM141%i!kh0fu*C*cp&L?gKc~959j1
zzW6Fvq@O`;_BJhz;q5ZHoM+GYQc!j;nmfg9hNp<geb|>Ph<s2t$CxxUETNk{`}FfF
zGC>ZxX@3zvpj{ckz!d$#P|K{ex<mJ6aMcK&VGbepU2eV%Jl`5--3#KOE#2~@e^et5
zdq|u3Dt4z(&rex+Y)w4LovN|HLT#Q2EG~-dTSD#wHrvGI<d&qa&k0<c&z%GYt`F&j
z>B2|V)3L4AAp-`8r)0di+qoiNQ=TNG5%8yF)91II9Er+#NR|q6GPLki1i{h8p(mHU
zkhAf_sd_B5C5C%ijAEdzC{)ZIw%(uf*)w12jNC16x!!r5WkDhf!uw2#gP1$nR&;Sa
zc4DI8IZ3zk`Shs>ykhh%Ye9nNSGRP4fie0!m<CnN;8{gG5%{XX9o|tYSCQ2t8Cb&=
zSQiU0zjCX{{<C+s`QB{tx=f&jIFo`o2_q|~GSqX1DLE_3z(7+TUSdJXexl%Y>%>tx
z(p{)J!Rn6IP*!tZ^oKhS7EnBb?UTk3hkYkiRZUn`t+u~JEw=_piX@ak;EZnJs$b*T
z5)_?D6pzD<df&|_;rf$Gm+oo#3}inoF^Yd~0;NSba95+lK-5VX$g>7<N8hzC6Ujlm
zFb9X3;Ts@O`F_-?WnVn?Q*4s6iOQerOmith)WRj%%=6FUN~)7{$wa9WixxwqV(ifa
zn1Fv;TPpdb=MuOZETL=v_=AQ$sFALw#kZj)^IX2Em@)pZ4<=<U7GUApJgQ-Qem~vB
zZ(5h7V{QEYcwcSzw}^N9P<t;lz1a&~7EVrkb!C3aH1v1h{`+<A{o4@3xu%?s-_cJ^
zJNK$ue2SXPmk7Pi;)(C@oO#St9}12A5uc@aHg6bZV>2q=ZJdgKSUnir1#O<UTtSRi
zOh(5)b<iTWPgCX(miPzBkM<*+lx`>eKHQQvbKQ)TIwTt0ZT@o{`=U5eB(6gsJfm$f
ztfTQT{{q=qy&)(!`=D8f0JJgjM@L6rb{fFk4ke{48CTD}O7C(|wFIA?9XgN$KfSzz
zwx;HyKO+^@<lXq$?z01EIdj;0CaDSx4RPbtlrPrRzI>E5JyP1tq>YRmdKz-|U25<0
zjj*myzvUHBd|5bWbdB6O;`CAe>ysng3x!MY^JxA%6&s)ouTNVV<<PRw4q~*dkf0In
z5Xjs*V<hILkD6D8fPaN>(z{dNuPo(MA4BU7=FX*(RC-*!?I3hI;aGOa_`P4hn==pA
znw-l2L*;0un@Rc6-GKE{ic}}%lXHQom@}Im^|Yy{q<SHA56{KOu~YW`HCy5#XmhY%
zn;hK3?j&A7VXh>>s8(&+2hBcfTbhg}7|h?O&!B?CBd69tFTT4DWF6b@dK_i5hnZPe
z+OF&Up0Wb{<%+5|=4DB=TCeH6v@%jz!GZW=W4%=#d}&YYck0yxJ<-IYJ<sHn7IM;P
z4&(j3&O(Zq43WtLtAVK5zZ?2&U7IdhU+Y3V9ZK^|{N*^}KJeY37s0>b%{lAFz}_-2
z)Ebyu%+H(sTixUZ+EX{0^LBukqD3hrE7-9m?LyCgrrsX@kb3_`2EbquVPLOcobK)U
z`>*^U6{aW38*hI-d2_v9Jik-3*I!OdFU)NF`3XaV#J%^u*Qr}6fX8Q%c*k9!Zyd-O
zx5?{L3!{)VkW1O9(!HOpXoDjMuhJq+Q|^h`lwqxEQ?JwFJimoRjTjolLv1=E5%4uU
z=(q7z*R8iawk8tyHC(5C%p3qn(zad*t#)lb);E}Y7Z0^*_Pk<vut}!|a<;0&k8kRQ
zss589IPGQrNfq*Sxq7d*w{HDQ6EFg6>&zOyfI=BFJQwqbRb&iA$+3>lP?y$ekQ^Kv
zH3>m2H+bAOwD(0ja7^*Pg8He~ybH&pKq_6GsrsjfU3-@5042G;0!0RpvOl#&G`uwc
zr077Z$X=miOH&Ilv3|+V@4YtI0RQce==6lY$R=9X*pP&Mw#S+;6;23zKi;PGoMkB7
zC>=?zu!CfX+IvQod1N_>t@-Uv_l-FULhR14e7`qk=e?sy3W0d7d?Q_dtvi)$(no!c
z)&xofSJm~PE#!H}g4DuprYD;gIc{jXkLLJ8wwAo5XtVp+NqOj%%{>M>PKGx(`e$qf
zTsmoU@xiVOX5-SpHX#JlJkYkxZ_B+extgZUIqtPvu`YLQ585J}EJEd5a}rY0MV>J{
z7^iL#iP7ybG-;Y$S2unFXuN136Fu|$3*z;_WqnvZ8ZUXF=;U{K4qVXLK%C^y)PQRJ
zhOWgC2)vI*E=swlN+cnV*h9-3UYG3-DC24)aWyXnk3}YZIzP~+NA->JP&E<PMIxHN
z!ju+~!yIR>KY6b{35-HKBsxHTh9YSaX&}9&fi_Qz-rsliB^^YBe$94Lyh4|bk;Ddy
z#9^vgz-i1KRPMu~5$O50RCs!A3x%Vm{Oe)&342l{UFG(+Pw@tqIs#w(NqAW%e6~Hq
z#aJo)#pXG9;hkM*kqGn|FhgT^9r%2D$}Pop7GTN0UZLcmyOZGWYbKE_rcm59h;8A=
zp8(-G3ssXQt}V^CH<zFI>y4JYZ$Q~y*dYnxYSz>spd43xT2_3M7W!QKuAEvTf4=4Z
zMdu_xyE#sl`*89HNn9q=L;fS%8{Jx%#*lu1wtKEq(Frw?F2jq7F`OK2c`hwso#aia
zR1mUb9O|MivRC_64bB7AW+|InvYhC>@n}X5sH<~57#3tQ2akiAT1sQ=<^+jdTB4kj
zPiC5W5#-6EOBLM}ETh5k85AiS|ArDPU?^=Ah;JwdQ>lOi$jEaRWv1o^-Tq$_Z9~Io
zU{zlRmln)GY)|}r<$dENCl{BTu5QxhF|cr;#$Z8nRj6M6;I!qI0ZeSlD=zL5oHPms
z<5Vb{ywhp~!Rdv<lky7fcI4iE{u~V=^xk_ysA7A!>C{C0YQF;*mWjYPA&Ck7VqK7!
zNuVx%fC*f`u*!Pm6utrgbR8}_PjKCFPz%w_T_1SioU0ePC^VjAk1#9KL7`XOzJRI(
zKyr|YUZ#Y$z&8uqZsZ>RZ9Hftzx-Ki;;;g8bje0f7v)=Et!munaVv0xe+4VKspZK&
zgV}uQb(qLwpjJ6`&7S43g?en`u!>85Qsp+AO)S;9?x#t+ivU=eWR{9dr?CuxdNGU=
zw5zMD99&$T!0ZF@IWNh*u(HYquqlYJ4EZzTU6HH%UoI3d?YLdk(#B$&`W?f&W9jaI
z)*HYesFX`EL_{8h0Yybeql_`0eaj%+)fXTsL2>U;saT*O>H?Xv@iQ|<1k`*mFeVFT
zuw8*lW+Nmd+&vaeBLY(*+%+z1$T1;OdPeFK*v*^$494Z=-}}Mx0N~$U_q=kuW6PE9
zZgL}Z^SV~((%?bIKipU?qi8uY9RpIsJfX)zRNq}*v8a%T0r>pVE{G-2(??|4NkqeD
z$@3GoIDjNo6U`Q#M9PF-bMMV8gtRfp8S%5S4{hm-jXGh=l80lncMBQNb3<o)o45Z4
z?gBx_TJvL{*`6SGd=2vgCn}hSi(0J_kGQ}Z&GXwPR39INABivlS$#cgzdoZpVf0{L
zBd~3v@KUgtM2nt*Xu5x^ePUzgn_Q@Y6F^B*24ZT!f!XR<vkc^GNBSSr(qd78FTvP^
zWL2gg`$FGC|AmOX?-v9o3a)OEejvc6&KRVmNir>UGoGIvb>>=^3Dx$zYk%jY)2)+<
zA9ZKK*eyqE?tzL7RrwCCN1z7fqAk-1#BQD6UvS<QC>xrO4$$Vj4~Q6LU}}Gm9mE(<
z0T}g9`H#`mZ%Om=$@(kn8D5Hc$!mT&eyu?V(f6RB$_64B&z`eL7&}25cvjS@eANHb
z^)mf~Hug`;Bs>WkW%*`HV`*Ip3;NTs-gHrh0{Wl1{ys>Q`vQW<e>eF&Mv0P9>N610
z0`es8T3A?sx<B^$_gCfzOI?bJI9F+veLM{W;lxbc;9<m!7wRn^Z9=19%gOutii5B|
ze$QPal&X`Iw7r<72jotH>4>O6Jrs6=0^U+mXvZcd+8t}yL`7+7XlPJ_yk7lE8PDI9
z$CM692kNz=)Mm2RK&oj)J7A{K&U|IQ&-9jh?b8L7vOZOs3{|Ad6QEA$4>jQ1zZ)Bv
z=t8a-0?FlZwltC<Lh&NaBhRd-o}y9F%U~5Ma>KqVU{+_R4_)>td*WhB!EZXnO7u4Q
zfynLBJ^Fj-X7c$;iaH;cjXqzyYlk!a_ht3kd-MXXucD@i3r!NE$@RX+p$@6^AD2Zs
z3f5Hys1F9*MgM%5Kr6o>Jg~k4cnPO@$nVsh!(^Kik%-5p5YviMKm&!^MH3TvxI_|c
zK1<_~rC~s|r%%OJL?rDZeFA7fIe7W}Gpl_Mg8S=o;B^nzZ+z)tg%`0_C8Yca$Th;f
zZpJM976s^;(z`AH28=&BzYH(YlF66S`kKK|BpCs;W^dMCt@g`==$>_doH0gYhGdqJ
zq=wq^`5MY2+{!VElz{Hh4VC${^C5Vl6IWg}(J%3G$l75gtpV}fG9~kE9;^Jby}iTc
zbq2jBfrc0Jtlm;9z_t>^e8!xMhte)T)ZdhH@hm7xu13cTMF+Y%aF6vr?=yu7Bh?c5
zs)RM=3m$RuJ0^oyhReDs4)F|xzA_ZpGTa(Ab9fS5g?7w+JOsSNJeQ)UqQE{mlrI&q
zf7!R51?2W9mm}cLfS@cY@BjnYvwTI@fY!mQhtL*-=UGEhhdzfq{PSoS6TZauFk0)`
z(ZL4IAMK-Nedr@fBZTSfESvSepRsyydUrPq)uur81})ti7BUPe%og}IVFj1*`aR*u
zIA;DVWf!lCJU@ma(TJA4OEEG6Ttz;1W_~Wxg9|T|2J9c>M^7PSsju@EK8k~kKZwbT
zA<Dw*%O7dJ)cLaCm2crXwLi2LUe;va;A8LKa_;4QG@2C(r&_m&LM(g79G=a5j~cUu
zKBRoPjkD*R?H0d@nG^7xnw0%0j+s4+lOuzhD6@K#Lid?2LIZ{D@&KVOs+#+;pL1Ml
zR4)2EO=^XwKv5HfodG4Pms@AH2IrW5z2}2H+H$o-GE3YOy`59)_~9<I=|+dNC~X1&
zcFrAKBwY}d_Qkwx+(w^OqapEtJd8K6FW34XGXNQkzPk&&q`y|nZ9NCDd2bpPV69^&
z3=Pa{f-8%o%UALiY*h)8VlR9{6EDa!BU`^7DFOAGOKC4!L<DNVJ8G!@CxqF+1QH-c
zRrX5dL1cyo@UM0u%8g@0p8+>#^d0W*tiWi#d+r2#DZ+lKd63_D^10#JJ!<s%z<6R^
z{@GWC->2bAOGf=i85)zw^M#E&joZNCM&{SJlQaFMXIxqE-dFVvz7xCN(%;XU-+TI%
zMUM$hr(i{Ih82iWffYF1^uLwJ@_>o{9A<Yo(cV?J;3Q%&3K^+^B9W5U<i;Ye<M0!Z
z>6R@gK@2bh-fs?SbSQy_n%xh)-6)TOkT33nh0S5Vr)bBMZ0DTw<r4KJTC_tk!huK+
zJZoS(wWN$7R8WPN&q9CI#DH$EaeIQQs3-Vi#5U2HPuE`Ka<;aD&lP>Bf5|7!Pg!y6
zywiQv0*1<$DHpOR%AHH`zdggAGXZHu1DHAfAS?-cGZ>c-$Q}Txu;SS&PgRh}ah)qs
zbV2D*5(@e_)akBTeecn9%J2&ZnfJxGlc&v$%cDKn-R*lwrAO@8+-oN|<CiwpHcwI|
z2iV|w5=vpMR4Y0h6ku62hGtAhi{0N=dw9w+QT4*zz`1OTd5=B=KN4D1h#XT`+R1+{
z5I<^f7Z&a6UhwN=E~=?<S;<_9IzhaB?;1!MBHI2Z-S<FA_YrTXR_}NIZ!fVt7?Wl@
z`%(N&*+*Y3u{wGWm<~e$BrLvm*>y}#p(B%cldWk>0_03U5yEW?Y&6N!cM5U7E9VDw
z^s*IHLgWTSx=b$|d8-3<GYe#aB(BjlTl=X`3~*Rw|H7eK57Nr)to!CFY~n+oyRE(q
zeB`P5Qo*1z+NJYm+GX%4&8s~->&t=Kic+7S0fC@B_n#=>3xUDNNAD|-D5nBe<MaQ6
zVn!WV?4gNdkZhLn!rQ{UcIVW|Bc=&?ug@KK$2O&~tI#q`Pem-;i)8?NzRywp)1?4N
zgTH8E<;KMt<cE!KK7Ul#q#e4-ht}G_%~Uj&0mOM1T_=asR@dSpmHw2VFh09%Zn0dh
zi)FM^o6MkuljG;eL<Ztw@bj57@6vfN0Xy7p-Fk@7&*H+(7Da?wa6EV*twq)%rkT%f
zULyvu1F)J|9;_g7B`xsBm5mR({_+Vx0}fR4nxf{KcgNJ=FjS@Nl)j3@eO2i6x&=)7
z!;M1RYfu_<j`3itR4xuTeEH&^;@qG%*m>Y>MvN%bF(phX%57%NSRftkd4O;Z`nDL8
zm)!Y|Iw|6h->W-r8K~9yh?ejXtqoo~dFFpYE*u%HWHq?nB&7~$K6wV<?>?m9FK)|q
zhL45XKIefy3DNGF3ZZ<8@5&TuJ~D<R#pug#N4U`8=w~zt<to?Z)9X;)2>l4~(p=3S
zR$ok5j7ND{|MJYoO2B;}C!lar$o2Ym1AF5ALR4tBQpqU;_z@bHfg+{N{;_BD#5U^G
zJH2~k<q!VQDUY=sS0C-FL?3zESii1QB+`IQ^fCLmt;&PH{@yk%@WGC2gx@##olubD
zLI=#_YpKac8B<9HYbRQwI*p`wxp>c*?Z|aPj1Vxh>d*2J)3efvWgzHvw%N+rbr3te
zoW7qV#So4W-WVoMpho}q6s2LnVg3C!4}}sa;ypwDF|A?()K!>rX8X@g&IAg|GoA;5
z?OSF4Jj%_hh7)N4BZ@__&<g1BDIFj$w;|U?Y36}>kYo1TErG+B!o|{6(_yVN7yZXG
zB=r9g_7^}^wrd+VzEmWYlu#N35s*-60YyR)kXVEWQYuKOG)mk^cPXLLy%sG3($WZs
z(nzNWNQ!{uciy_+{r>;+ely>UI?wFK*$->2dtKKV$MHLGWo=(@b|1bMPHb}fi-UJ4
z!7(abDYGG2^y5^aOGko@I3J_NY|nJkl*N(;RHfn)=2lWJoq>V#G{Wbc)v_Bv<j*EY
z@b_-;Nhj`GGwy4TU>p-Lz8(sTdU#YvXTP<rMcWn_t1K{x8<5|$!dJOZ*yOewwMdym
z5jb+(fSz10!1oy4dj7COm~5zgRyVsG4OQILW0)Li7f_dilH*!h2^C!B@C&LX__NyV
z`7w-IUjp^Wn6;Sqw0L-GrDiggrwhcGZ)`sQpy?qhw=HiC{j87_Cj&!`$SW*#yS!U#
z{T`88A@CvkZ2Zr=*^c0*7T>7XE5D5lhTgup^&DQ_lJmMIa=$N7+oJT6<e>$J!jiZ4
z7N<TVGqtd%0#7{e?J$ohi5B?2rWP=X>oLVd^a<V(w(<Qr%v3zJsEi9nAD4;9Ed*8v
z#HqvVib9dsi*(ub)@=Aj{WOxo>OXvGnanU0yvd}kq$iB5lU&eb+qm?=aj%>*CYz&7
zE;HpRo>;>SN0n>d<2PtpQg?OPi}Y$jJG{-r9y5omA?Q`76Hx9FRjH+LgU!OWG`VYt
zIH!l#L_V?gg2GLnzU;gkd189>`*zCvM+oA1D<&kgeZ;i{^F?fVfB>iQ2rqA|B`mJ?
zAu&Rh2Z{byK3$32%DejS2X6M|*sAO|tszQKK6mY`^-N6a*^NX;9W2R!&n~SN+tZ48
z(95Na>4(D<Yo~d0_QD5J4CoRbdGE?rWgNWkdTm-_HyNyDG_lXQ!r2uOa4SlnZgpl7
z&hn$^SySOh*@NqD8m^;(H!1<~{-?mwY$WD36oCsTg--i^>_LOYAF{$>9-{z*ZiJMP
zYz>4kU!gvGS%SMBo6$Fr_wX@2Z&us<PETt8pKhHy`JhLoz+{(V&8~M5!g3UYIr7L^
zP2{hhO=iZOF9LnfoE+xlN|s1UvN^=E+J5wQb(H6S$I5l({03zk_{zJ|Y#dFr*zGIT
zCA4>%em7*`Vma=y3Vu-I**CZPqyruluP7ZFo}U6zVf{?A35@Yy|CDy**4`qIeP?lm
z6G55}D1zPu6&BbfwZ!Xb_|B$B=wk!>6)w$@o*{E-p;c$oZyytgd;dhsa6r>P&`4#*
zu;n>o1>$m~XCLDU3UnA{e*C!of`L*NgSvIShbZGex~C@>dERNaa9LkfTS<yX3oruK
zv-rQVxv9^-shZjM`&eQrQm{yjb7qY<9D>hVHe!T0ZqIzj9`St0h}?QmG%u@I8R=|b
zsnL`ydbOZCt?Ap8a0@^d9lH|p=c$OHptuo!Ln*MR(JV|`Yt~`(&qhi`jO3oq4x<O(
z{z**XgJrsJ0lZlYYHMLR(UvpKGfvMBb88L%{uBly|M?~%K@1uS%NE!@FSLt}i;%fC
zWwC7%$eUsZW4M=jfzEq!8c>OQgIf!fvS07pSngX|)#tApRt@{7s@uTS3FfBZws1w^
zsxwn-GFVRb6K-*0mtOrbt~TP&Qocr0tNzO3hP)R$yRmH%2-s6cOme-dz(ChAe#gi-
z5HYnoj~%wKk-vAH1<p6BlxSTgU_t~e|6Bd}q`Oq!74)zCGiIFGFMj=;o&hmmGxGD0
z2vzv^DvLaBt0qC1)|Eb)no4L3s2n~sU8EV*DpK0;05VA9g6T7b=#fE#5sB?iax?Hl
z{v<xdv#Ik_0atWNt&_yRebNKj2wd`R?-p1rjQQ<RWQji|Lc11bu4wMW`<+a9`17D{
zImO(YFDannQBYOjc`Ts#$o_n3=kS7v>d(nrEX`0nh-)LHS&M4Z*!}aUOsA&E{TOwU
zK@S2xd!-hcddA%`3=uh;ec|NDsbE3@(nqLtl%DKA4+AolcTZXODHI9YD@O<JECLhg
zT{a0PR;8?2^O$FX8qEnN0is{2`*K-9gAU1}^}XFrhernM36fk=fsiDymn&J`Haedv
zZErvKJb*X%@y*<%+b|qkaZ$wjJ-PNg1qAcEqN6QRx+4Z5N7jxJl<A(=ZVl>`({Z57
ze4u6@ju5paG+E<1eEV_heXk2vcWMSk3qVa0vuqdye_!b0gZspsa8-N|C*HpU;!FZt
z4R&le!H+X)(ZHM;vjuNDJamC+lS(QTK4nP?Y{El>M>~DV35*n?)zc+^^gSP2qw_aU
zpgnKAU-d__XL|uVnNxcd1Lf_M7tKv&#D(;|^1;zB@FxGMHWD7KXk=5$Qr6I-x;ONj
zdS#@v+lE?+GYn2Fm<paM>2E5pP{?@#;=r_wjN>q6<Zcc*?fv721;Yu#jiq6F)a<vg
z;AJ1Ch%z3a{;2TQ;^N}>mC${Jf0f?pBi3keBZ%tW(c{1h`B9Zkogah9>?;+R2Jl{K
zvdZv0k6%5-y;+jkHuTy`!;)VCehfGS)M3C3D#ndaG8KJQMyRv_I@0>2V=GQ-V5T;k
znrEh8^V_7|gy8VOlv5iR(LDK{8@_<2j)ztm435{SV<{EiQf)o1qDSk{(3?*jvakIH
zf2f|l)5$Zr$VrR$qNuF_S_E`NyZ)&CIs<SA41I@&^bMZPMvFh4z<|6H)*wXQb)GPd
zpM;TXgL#s>9}L83L2E_w!}jLCuAu2Hje_!)Pi^D;G$>46dPt$cV2BeEBG7P5U*dR6
zYrZR@`St#spe7kcqk^YyV9Yq97$Kl3m(X^*scHiHy^6!^XiI>tuz|7Shi{y#!e&(7
z-%}SxgCBuUusm@0R;ei*sv99c10TKaS)Jgb@H;C&2WI1N>t_T?mSGqS%h<Zmy@XX>
z=m)7W>JRxFV50EcdcfEw;-U%+D1^#JofyfP#62N?)(!T+2!nXxZ@1jiQaYd@OTi%7
z6(vys(p{)`;bX!vjU9@=#q3x-k8;M|p~(4Dq-XutvM}0l(!sHQUIXW<!y1Cg%?|7L
z85q6@uHWFr>-|xnJ${Ns#L^Az$J8&}!WK#9Q7d%^6{yj|DFy9iR6|rGb3$kxiTAO4
zoJbSvbA{hi%quE8x08)Yb=iL$Xu&z}OkUIQ_dBEKp8He3=g@t8yr|N&Y_|kPBuU8r
zrT*`E$G;9a#lu~ic6JRGq$Lv1H+Vd@Cy6j0-#us_@gl`EwzN#6?rj)Up}czZ(M)cM
zIb8aCTi@+s*5^Hz_nQ^jwp7Kw;k`~7dTwb2FDtTh9*$X9g^n7U032g~dgm4$Mb29a
zqRxgR6ZWdKijxz@^(u!Xky>1e^xmL0`fFLS%s$17jpHi>=hLS4@^v`KZ(KeLw)4rc
zl&vW+@3$|fGFmv|SHWu-D^7h|PoPp=TzgDrRrFE@@)*iH)TX~bWN`_F5LgS2hCSQ=
z&MqdZix(Qr71RT=vFp9Y590I(<4+C?L=11XB<1%S+hAI3-|baV6R@+E+F0drM#seX
zk<eT*jE2eWU#5s<A1_Mm45k+(A1wOs11cq_yd`gLOq&xOtd$|%5aoyXN)l8dGwxkh
z)g_(PloA<-dhvBO2^~`@lN6Ki+mT@x=v=4*`NMw8@R9cik28F;QV=(!N_4G+Qhq++
z)zgFL3L@X%L^$_H-P-vArN#EbhHjNTbYjr4b3hB#TpDFFc(0V%A5UJsSd;FTr7VDd
z#n@hSzlHj{8=~)WMv*&w#zuquz0;F-;{5D?q|XK9hxN=iLWXN0pwNGgR?@oyRT8pp
zOv=hKkKc|Lr>fms4>sB@{bs!lY?VTIsZ3H%C!(XH142U;badz*en|`+eo_ljBi(&*
zR(x`A6B9cPdLX(9g9>UPtM};lu;nx6`EU^+@?|Mfr|`!In=A+DbHQHp5%_S|;$_sP
zvMY#c`mrQ8cPJWgrj9<``~KmYW{>;_;LC;{mOlxiqF@#_W=k|MbcgSiLh@|4<{yB9
z93y918DS+nJaT^WyvxJgOM`|r!)6C%-Q%nN><F<_z+<?V4u9^k#xd_HM3^}s!Y+sS
ztw`!bjvwpzvi_IQt;nncDglio5_)@V{MzDwWx*d`kWc@=%Yr|Ke^CPH6DB#`r`C)a
z147wjn2v{+f`Wn~qN8ae%+UW==z)UD<VsSiXqL$Mvq--VHBAY|9w;F778Ue01{;gm
ziii(yVH5zqYjnuqz-zd8eRM}eho0|Q<tmv%wCHpB&4|n7P%`jh)E|9c$(?nOKp}yN
zEcH9XXEU;+#v{T{`ZBuAb#rzXSxj(XK7M#_Tb0@d5`K$Pk=>t!zhX<CSrt`VORdDi
zXkeUs@3W!OxjH1m6BeGF@MW?vylm<qysVVUt`X%zk}B2p^(*D6YZ<VYM^_iH&-Cn<
zwEzDS53h;~+y{0(#uLQGd!Q#|5PNLk|Hsdd5KR(a9smr<zkA=1=84*?{HOy?q*v!O
z<~?toe5Auk%?2%nfu>ajEQ#-}<Hi7JGoIY>WieYcFHm}Zb~uXZ1V}uqra@~S)jUa7
zw4(=y_1Mu$?M&XW)OMq!{WDK~x}!iW7+%uMQ_bH9S5aDt8-wzl!?@^E9d12|(>k^-
zjg!S!E#nvlooE%TxQ-%bp)c*HfY%{hqPr^i^h{nTItsKucws_e44(b1MPeI*z%BwR
z0?08Gh8V`J>8vD=df9_DirTF*SXGoIM@2@yD6twaZH-`G{sZ&&j<;eIZ$)h&)u077
z_`tE4bBZDers7nbSZ^0>f!q>XIQGqcFZ40UxQSzsWIUb}hTL+hs-dp#Y{#?mZKeKJ
z{h|)BawR~ry1JdZYdQl5*?O3)<djCZun_?cW`mL?oms#6&2I^rNNU&5E@Cx!U#aNI
zMVALTSEZK|C{|Lz&}wQfHK}NC(5~vkqC!>CN~mW`vwu66s%rGqcT+gnzDUK=yhObD
zF6Lt}SAGp&a+$**=4==!`2=~^3|qm9VeGVgI!cHjnCN)^jkDJ%6VdnpkZGa9cvyz|
z&n3E&4;a|1W;KR7F7}&%ei(zv(+OUw+0FL`Vn2Y-^ok#z1QZ$=(<Gn4uIt%W+5Jz{
zfVZh-p`}f9jDwUC<Ps17*+D`Kqx`E6A953tGX+4n)&%-4Gdqt=-eZKEF09@^U&+mR
zfmG6*<cExBG89v9R1iXky=L+4?fo0|8@cl=R_?ZZz8$!!v>V;u*&;}@+5=tOuRJk7
z3ynm|56fePTAsY0_Yz8AW&W(Chx6#-3DOdPxzuJIw(q^(vu$M^P5lDp)}TSv>vGof
z^3lM~LyPQ{c(5mu#n!StlVrMPV4a?xo~$c)5N3I>-YGSAe0cbA<w-~|`))|j!V*S*
z&!ujEXZ-L$jEVd<QR=+{B?pK1Miez1#jtuAEPKM5=)QU9#F@*)+S=NX8PN=>f=C$Z
zA}<|&Y+s;ylS(H1mv8=L(ceAM$uYI`%C<n!oPBe~-h*OJu#ECoTAtQny8D7tMCq$o
zsURK2y^h80HTb@0`DeOhTzjzksJge4D_YaH?~)Eo7vLsUhbr!M(Fy2aHbR&9ELn5Z
z^6Q6*#uPR6P|yWTWe_=2Jq|llJE63#kmROLYHgo*UN<OjP8Y^ugev84u*;x=3D@s;
zzwfot@U49d`~np^4035k2EauuG!zo>m9T*Jk1WL=jZ<ub^KyQjbBeRdN;30X&{P{=
zK2!9lhkI*rGoM1{G3bs*Tvw_s9zRwzG-NJ)JQ{RfD-&_h`_-#;dlHwGNNN!em#535
zFTG@dq)pYPzSUf1NXUt^Tt!wcfBp^eebOCbmt_sFUADCqfSJsoq0^QwhJ7&^HOHS*
zlAU)<&}T=of&}MfNqOXS_->>?_eviMCmZyrtB;0(s;1&ZgO;>k^(I(Qw{<oG`w9lc
z(y%0B$Sh=9JQFr2sicec=Y6$i;oGC}ByTR^7TA;O7Q9opW~U6q!DNgsA!-KErWv&@
zSJ{J-dqie+GnpwCUh+G$7IMA3JmzJ9mZRrI9lE+TYYwrc_aCi#R_ve6A%f=fV2nXj
ze`HiJ5J6jGw97MI29<aDuTN{YR~J~mFnxzUYHjwnkslk!8hl}(%n=vAowMq@no)M+
zg<vO5wZ5PfRcBK<%;HSmy*0Lr8~L)^xM^E<v_RA~h{5xzf8x~%C^2Bdk~Z2}Df89$
z#cL7mvrqB4G9_<N)=1dtZ<kgNVA|t8G+xu@evL+3MrKpEIBt2rVL7Y6m7q&O0;I-&
zmBuMLuCdhrq{Tx|SV_^HC0Y}}>!P@_diCm->VF2VqfIytXT6na+>VwDw4pFQ|6tW>
z*c#RuBYx2q&T8@aG3bd5lTY{l+(=Rtv+=r@=ii5z`1U<|ka>-O8ay!2=0LZ{6rc7x
zr~L>Nt2MTX^D<_-p}wCUuQMFB%pk_f1^rTixejmP1auS8Ru0+2$zG-GM)WR38`e4E
zXT-jnA$=ZW<%{nMe&tBp6)xa=^(~9IpPXDVfQAp~MJL*9N#w%fRJh|*5)t!iDi(z0
z3{j>SL^{lRBt}NE7p`AfvZ??;^2G^Z!&Z<q5Wf86g95a8wHKd7fV&E|)oTEEJ%+jW
zY?gLonR)OOtk=;I*UdG3tqfRqN4~jndHC&hW<tR;w3X_Q?-E6VsoT>6$FY7AgiQe-
zbWYyc3BNjdhknk|hU|g~qPql)n0kAu#9s_6R9(kpJO6Z<jU<b%2JtSn==qvl=fcD4
z!o*fjl2|{tmo-6|e)V#hIxT)5H*xO!$ViQSQL%N_m)$Fx_5>HgVmzHQcJ_Mb3MKQZ
z?48LgF5Q3hlz@tKsA7DZv}H}IT29r*CU5td-MgnmjiN*J-g!ARNdDF-;?3pJU?o=f
zQzj-RtsNac_X=9T+VXW|<V1#MAe?DOke!~SqaFqe2j~*!M$iC!1$p-UwOMD@-?wvx
zHPQ$>-kfoJ!6_;#;dJ=O_Wccpn|!%j!Lv~&)lVK)e%p^P@FV${|BRZ)XA?<r_0vul
zmF5`D;p^0u)5u0*rp5R4ew+_F^6_h93XDD<9Q?F5wOgG%aR9-_?dVZ=l<pj6Fu}>q
zcAadj97;Zew~k=MQlj*E&k#DNb>SqTZPU<jfmN-0Vcg|M)Uc-tfm7qvt5*{satR0z
zZ<%Te9yNU7^}_8-CVWr<j|0WJ8e=&!QXVQ7oEJiVqVr-0hFU-?QYtvGuxBYV8fsu)
zkJw-2&b;j~aP;)+E1FZS`c$AE8O2d>tI!|k6!Gm7`7{F!1z76uog>4X_2b&1N^$Yo
zG<uM~@b%5xZ)y@B!SVW4T)R^=UctjmW@SX=&Hx63N(J1nuXw`_2aI6KDPGDcatN4U
z+)a1cG#LZI0hYGxvSb^gOeJu6o~-uOUOj(iW#OTm2J#Xvtu?c{a1b^mL$3_qlQX#|
z!8y4-CFxP;$2Ozv;o)&rs>A0^Ow2E_6YuqHbyO0Tt8#iwi->bioIsOOp(*q7h$o9&
z`35vKg02f|-?1bcqqD{cU?>}F3--iVc4vjLckwA&^M%QWM?2;(o$E~rq*j^XH!hk=
z8nWVj+*%H!u`BRCl&jx=d9;7GiFdOduh2s$m6J$HxwpaUJ@oO^Q2~{kQTSgJlyBrp
zWNFv44tSD3YM<6Uf+0Ld-VCPp4)+s5tUd{|iRb0O8%D_8dWcK|n|d|O->Tl$Y&kS_
zQv*8YyF_DC3B{E^zw%U*T_RwohokhtUDhU6P!yA^zWvN?`L^`&HBT4kTe|W!=2~!m
z%9o`}WgKEq2d#0B>RWYF{%c<B*S^-Vaiv8mO*Z7n%D*fj3Ex{MUO6LSlw3%_>fi3V
zrhlFigfU2bch+H{#}jL{0~#Y>Cofn?A0f|xk$NU(Es&SKS^FXX^k|KgILb;3;^mA|
z3UE4cQiY+F56_e%-H+QI(gN4&=DVdT`<{zg>~ehhw{$}U{3He}Y);&fa`9sG3<&sD
z+hS^X4pqF@RQ}I$N<W%z+~Dx!fjKgFIAQ$zTKF@G%5!==r-G74POqF;^K)rroYFAC
z8|Tjlfh>Ru<yLO+N*8!`bF19A`97w0s<6rA1)Pf6DeH5QNb|ASD;RL!2stvGICJcT
zrT1M6vp`-b7_MDAuZ}L=tsCxyuWi~SN`zex&G2*HMQu83ofB3;+KBlltJdo<KVBK>
zd#xKh_9c1yTGe#Z=O!4-aOe;GvFw9Q@I_{+8izf04c{MXgG)|>OM8xauaq+?rBrp<
zWn{+otKLP`M*Q)`V&i3r0)vCeTvY5*7F}}D<@@6onkn)CXVvogp$sCnBPmWbc239t
zyy*mPL6hYLH4w8PK0%dXcO(eyYu^UDdepQS4vI)|Gaj2FV&jt}1EdLT-yEL`_~H}Z
zl}*3DeJDH>T3EiFAP#Z@cnKe=wY{Pbiqou#Rz7H^Y~UXEeDrzIQGT^t8zvO9%wK{!
z>)}{Q-J(egH|Z47V{{7%Vw1ZCIxHZRuS`R_FLJ`sMWzSXv|GObh^R3P0eYSLRUpqf
z5`I&lb&HM`{kG(p7&5hglkTFWvU6(vM%$>Y8WpT{d|Ot-x8)UT6DY$*!0HzBUedae
zO;;nM`cg)}W_u-}g`?$h6jNZFaR?9sprE<gS)YaAmV2z>Lv&xZ7WF<0hajqqi_Rdr
zh3*ZtO_jfvxTJu5_w0W!={;1uEp|1PwCgwQH%;j95B8-aFG1X#v#cznXoH)n*K+b#
z0Q?WX9*>XycrL4oZb9yTtf*Yf`%XH^D2F4lqbqc?p<*K4;PuE-=F#U}?0c^9hzaBj
z8oTf;6F!os)rm)7)wg9Y6PbMSd;%|%_){kOuV!}=bbjWIv`dMV`aj_akV`SH&^|he
z{RV~c;RkhN(5ohGwd^pJ9ezU@glSzutcDkU6JeUem=~A7n_YZe=qz|Ro-LZI!v{dE
zSr6$4ZLgA>>6QPj?&Xdyni_SUKW|8t;_y132amLN;_4f2RT|X~YMTi^_<c%c*YeDP
z`;YOcMu<L1)t!HBhzO*&QR`=sF4k9k>YwrGw8Jy>5_XMe2@+>;6AtCQtF@CY7AceM
zq}DNvzUqJ(atkxUmY<!ct{r*;bS0OTP|>t6yBx$EPvzz1jTd@x%LD%rvZ6Xxq`YLp
z1w7K+Dshw@t8zjAb4i?BG=;Ur3xyj#5sq6)`D}QhcwP+ZTfX#W^h*ZH>oQ;XA~ff_
zplxs?y9d#u?^o^rm8uNPvz0f-AF!CoT2;VTy({i0zDx0SsM+24N~L1Zr^ofWS+!np
z{=?x9SAah5J91%%?0tVWuxYjpF{RzuK)CQ+<}x?dSMo0}I?Kl8<&bz$wzzMN`a_F#
z1cL@96S2Bc9wT~wpnCD`XP4#jxsd|sxE>ea<P2Xg?<Sza#dm)5SauDrWa55oWU-dQ
z_Y2WSu4d5<99PQeCX|TM@d@fXI;DlcQd;C8a*!_>1?{AVM$`9qDNS8RtM$LYd`(fB
z_M=!<P?O2E=yFoRlDdMekiJA07?stH4-;A)gX#D}Pm$U{f}$M7p?tJa5Mt7)x-9Xn
z!2Ke!^#GgxhOP1IXa$_e;KUP#q*gShS@i8m0E#g~FnTb^gDVF>mu7mfhx`$DE!FM_
zg^Yxkw`ES_Be<^p&zb)H^QR{ORrpvZF=1Ce0eG8=_>Nbk^|Az&hpl=aO%25bq$*C7
zTqya<Bl0!pw~J{n4YiUJi+3BFWdb(o(G&U=+vm1R{EPYvarA{LPIydSiO7bf^rd~J
zpIh^Ms7`FwR`5E4Q?D>&voRX3tU*yi#luMoC9tsdJ!5Y-H-Qdl9L$ULZ(V>f+V_O%
zTl*3N4&>vr2vJu1C+j-?Mlkcs3_N<|t$my895+#Q>hnJ(w{=J@3iWkq<O@Of_+L2T
z&97!3HixV<baeVna^2rfqcXk0LKBu@Bo87MfDu)-Yfx^-r5Mf<y1s4)Y;E-4#);c<
zK=+J73?bH{-dgk+rq@ygHSNd6#d*5lw)2svjRXm=8^o0Bl~~fEmXo$N<;Lb_H2oVA
zxtd{+73M>5i1m2F5UPkKnCn$P7Xe+mH>8K2<>uxP6GP|$2-$=Ze**#n)L7?O54VX}
zp3Ov(o4pXIQiQY54}7gZ$q$-Nw0}$Sl<WU(<+I$30KXM;HBOR09bi>O@>$e#7W4dL
z1mSws;#tbO6<qYx{B=`uK0(W(-`)V7zvGm)*DN-$uVrdyY=A5uc#6|&MyyK3)grU)
zNSy>|z62v^UV6jSHBgeAFM$vPqO=aP+(tdGE%NF)$J**NSIz?AFJ|#iR8D|f)|GFY
zOnc|;&auL#dv<tA!;?TYmhjm7V7zMv#X87HpM?xt?=3C7&?&M2YiOJ-B16t{g&3rx
z5L|~cxS0F7xVh0FPv(U}#6cIh33Z=dp0jPgP&V=L#WCh)K3-nP&wBy6;->T687Qni
zzj|}Xlf@NGTzZAZM@UH}OYwXcE+{}AVX5^uuZ&x<rn7C)A2zyg?aQcXXiz0S`~JGq
z?-mrxtv(=7y0X)r)<Mo;r?!8ju_;T#x0E{s-nHyaWwy09$N{Guwy5%_mx!?s)7cmD
zKg4ZPDK71wyCI_8xN0^T{`gvkbbGi!%V+l|bba@>pZ+!(TkBoLZUp?86c*^WjbVJ-
z&X-)ckmoWD|7y@+kN)1v?sM=IddBn0Z>8k*+;&d?U#;mc@=WizI0n!zn?d`jSLI^+
z6;UCwyFO-)y_o!O(C0Xu3AF~ChUkI<B?CZY0eJGV@%Vb+y%l-v?|9;DQ9Wv(uF+Ed
zo7^r7p$BcJ(zCMCK73$+fNQ^o$*Ue7GWit?yw>A2%-)1+y3Sk8(pw|P(jxJA8Upr{
z&Nd&&qBE5N&Jr(RzKG~{214hKZd2r#@0EQ#POqhYq#`hzdP=U+G=W!B;$4-b_D~-d
zs+0yJk6khdK<IF?U)1$K4RhcpY9240T|qbEt#8n#We(K1uQ?kQw$Dqm9$V$L^J5v$
zW(6^jV_7Dc1usQU>MaSMP+s*&Y^K&GJa^(dGyPkgSByw(@NeHm>E>UI>vgvAJat*p
zf5~A=mK?%t9-g;%Eh&I59`I2^PmkffyVZX+siZ@~6{PDjX;DYW==h(K@xpuu718^h
zI6akEfWy^+W3dn>A5blIBuLSNN<N{Jv3PhXPTIBfuKH<72OiW@4{gd8@&<U+9q|%0
zkX|aMr9}h6d2d*9{V}-nr{}h86KqY0F({P+Waw>bO#mmK42}9u{p!pu>E;Vgw}?~c
z6J2PyK+hOJr6LD^IwarF)@q{93JSKLgjQnAF}G6|_|Zv%RZ`bqiIQHRyRFf*gf+=H
z^!W<n89yUR<cKHqp8#bLH&lBF)Tl=Gs%cXs*51tiSxcxBCqT|YheB17B<fMHo#5;y
zzaF5LLHDkP6~1@`?7HbUzb~YsAu$ktar`U35$-8xR1kUN#*L3}M65u}d=itLlhcq>
zP%|`d1{Q$b)^@8Bi{|ELQ!qB6e-nX*vk{hiRE)#Vqa1cN9=U-ZQieGTwDn*n;lUU~
z04@rnlw_8IIf)pLxy-f;4U^o38!l;l6562EGOh^1ifF^+`YZ3Z{J723ponQ7E>sM&
zPti%C$L#qgSM{;^NmkhB!z=vmN`zq~6?4hcjvbHtvRC8BjgZeW)5ALw!0Wkk{_2G=
zy3DkP*fyS|O-J_JLkfB)Jr3gXp8kFRl}U&0xpEMf1z}dIeueG+u_+tvPtnG@LUXcK
zPbT=m=x}%Z(66DZoXmT(1+}k+Km_oZBMygi`B~KBQbyB&8eL&NY;pO_9{kmq4RYwj
z=n=u($~b}8TT?eG1jpn_B%BY944%hegg9LZVL#pQfo1w^NbAc=|FO{P!Q>|6_3nc*
zh}5NrI7>WCg|1Dexkr8zV8;vj;9-B-lX3KhuF95Nr$~}_Q=QXrNd|_bj+z%_0-y_-
zPN3PXWJ(LZ7WG0_fxn=x%(R3khvFh46&$L@ywp=8;Pd<Nn%Yt?iQEbBDni^wRXC7j
zgnK8cj=(iT2*el|YTMP;OovGk42-)>hX#aLOMin8*IvqCZxRe6;vRcdTwDKt41r)V
z;7RxcjOGX?(QW<a35E&e06e@tf)QF=+r)v?o_jqAqPM0xFLAse1UU|boTi>wnG3d9
z<}MzQ$FW!Mx;~Xj|7pjCtrAnDpY~wMBr(f}#)j%mr}LSO<1y%XtCe4q%%>A)hd+2V
zAi@|VO59o8?GJ)Nv&_gqT5YT{t(~d8%bc4dzHk8t@E!tYVN>J%C5|l8u0ANMUwlR$
zPP<>({aO6i(g`-}zt904K2M!<ZP^<2I*R|010Rf@j8%PGF)JGv6%&j7##t2#GwS5q
zNixd=^rgj9V23&l79k1@YV<f<Ioy|(O@pM1Rp!j<w|3u;`N^eFo>Hs8XLIOIeqMNg
zaV{N?J4&1-U*i1q2crF)=i`c6o~Z7xu=Y<lP4h`X%^VPZ;vz*mMb-MA(QB*qCQ`-&
zfnD!67PB@l3qmqbk^SoYvw$@z(PV+?gu@m7Y+&0PS}YzkY^mdBmgu<L&?B9FrZMo>
z;RYCc`0?9|0Chl9+g+{4Uz<^|${6&DLU3ivYvhu-JnJsdT@`I@g)tN0CHKB3I7$La
zhekv16;v+^3xD`;@@A02pZn9h{*vz>`vS&7|9fR_HV63F*+H59hS#$&yZhcL!1V}$
z;pVqgh5QahPQp8Onftg7Q&6Oajy~$L7Q57R68`qjm3L@Uc%oK|tAHJ$5a{GmrnIeq
zsEigQ|J%1-R!>VfTe^NnY@OC7mT+9ylWis=Ykc>kFDG{Q58TraTz@i4IZcc@j~~bI
z8+;HlzL4BxeDU?!Z+>jV&n{iCI+K66`5aVFK#+klE<F4>Q_s8XJUg}@ZEDdS*(xEb
zjASr~E0G)B(Z(%1AePq(3ngdR@f%_Dq2MbTD<>0-yOXM1T>aYF71x7++Nf$;PDI=5
z+n*M|o;Mi^)_;<ioH77ey|`iCm!yh~^BVKAaw59$sExf@r&~X>9x)K%4~78^aCFg`
z2OAHt3CrEMt9-H@XX+G(ir6d(kdw8Wr$lKl)`qhqB-U$6{D!LPXfg`=ig9_;hhHQm
z?tD-%VLX3+?rv9K-`cR|b$4rsS*l#FAOri%+S;1S{_lbPupU+pj&x~uPGY$lK=6*y
z*r!Mx_&gylr>p8SAQ36v>8Q_@DVAgQv(S%E%tMAFG_kLTodrAucD|XpK`kF%B&3SO
z8QVmWMGoQY6bkqvXcK&SY)%1$2%2sbhDEGOaImv$^sJ2Jp)^2OP@K$MLS@F`1+N5T
z$k=i7h`#K(m(SJe(-U8gfWF8Vb|ygDG=6+8GgJBPY7}iklYy2gKNS}qBpItH!xHW!
zfKY~A`fUz7{uG_;NQ80VS=Y-u_QCSeo~EU5Z7U8g1K5WuEu6$roS-Ws5`9aA&wLra
zbdu1?cW?8((SV1m1oJNB)!SteT`;UT1>h<V#hdWJNa+1p%XNER?_BXtD<g+J_6;u#
zf7mba()g<SGB?l7bgt>~^&SbJz$rw>4>CP8(FT`9TmpjlGzPzPoMLK|OC@E6XB`>?
z(iX0%Cl80;h??L5<6M-PUM`Q7n$dIT2es9w{h{Ue(=bmtB}PvqfAxMpHf1Bp6aB~^
zD8-l<)=5HL1L*L_j4q5Urw@o7k8lyord;AByl`P|Mf_386n=BjVeT+ekKfwWJUh&N
z1Not`_q!m^*@;{A%}hy}hR~{#HQ4{<oSd8}Q`w0*UKOfE%q}PYP=@f58(0z^I~*=m
z6JO{y1Y5md3O{j!-md~q@t-Lq?zt$fwNT&tll-dNjf4YEg5peNN|>#5TkD<Ir8h0w
zMLb&NLbNjW->^_g182)D(5Ph~`|=NjbzIh1q-f?|>&W-_lMuZEWFep2o>#IAHi}h_
z6Bpb(*6p88j7)<wfg;=^;J|kO{BO~Z|E55BEud<r%~?|XdYaaI)Az28=-X_Y|1tYB
z56{|7=2tGm9@Jkgs{s~2bIxuF>{qTBMA^WjF3YcxQJlaTfcye$3^RPe(yehPFtAG5
zGi#ImXd6F~U~ZJaOQjDKWl-;rt?9X2e+@f7Lww$nm%4=FZ98FQyTEqkJfG>o!_shR
zX%6NVt8mxc^N%)fV@WRCE$@}&-DgZ3+#vu#_bGK_r=)K#P94SXob{IB9m^_}=88+*
zy!A=&EFK|<`#&o8A0a{4c86I14(%K>oo)z)?L$PF2~gv~6nO|btAUkmm?R%Pl5t4D
zTDQS!M{t}VY#O{0>Nb;4uIFl7Ugtjbym-A`dS8jSI6*d)JMQrrcBKG4jpG)1=Q6qo
z)v#-QxG0uSNQ$l{!hcdvCE>+yXTDyw=!QQ3HL$*nOpz0jqwrD*VTlipAM@BlLyx!E
zZvSjFcd=Qqy4RDXm)A>jcpg=~Yf{5D|E5?(1&xDZ6PwIIRYJkLcbdJTpi@|$v$Z{#
z+aTN-%*e<<5yTjb`|f5FRFzB4)-WV^G4=aqK?Ab<zM)QH#PBjx{IO%xM1F9(Uw5{}
zTT7H3=W3?5h}H+Dzs0M(aB%5FluqUs^%^fAS>Ozbvx1~5O~j2$W%};U?Q}&MSj_H*
z6v#yif)=Nv<29IYj)N5ke!*c2tDFKggzLF1U8V0gfuZpaRbBT6&1kD<Z;>DXmbAu=
z+_$QyxtlcM*bY%mH)B#s;pGAmxvA|XpF-Xf+rnTQngcNXCwCF3UFDj&H6W1|6}PDt
zmdau4%nFK<Ighadqgpj)S12lvNNvLMV#Fp;l^etgaUVx+YiTJ-EyW4XRURL4956(S
zN%<yNWK4z@Ju<tFFw2!G-4LHw4oen!W>q*p!X3T_f(U;sn$PG3GNvEe-L$yh(fRQQ
z4b<9hv_WpyQq(7!+Ko0C=ETV%<VADC!|j63;z<o(%V82)l)d?Q*#Ly-X-e`GTe>=A
zRyY%P*_59Lzot6rU#lgeP(v3U2%HgI@i+|*T|{m}RF1g=KmdMFW$o`K$=-y3u>Xwr
z%B&6#_N#`SzYh|TGf|d=4w}WjdX=0m@78I3w~Z2`@>cO#41AJ?B(Sw$vyvoWtPHOG
zYLs0|By8xOo}V>EhH?xc%pusmNP(8MHtVYTux5LRf4FBbuT19Qi2zp5BS`E?Vv7?m
ze4^hlfG}CGsdl2Jp7r&w+}>LC_2wEeHvrQ>sV{F1w8T27jZ%8%jZ5@R&>`Q-7<qmu
zS&@F;V2M@i?(bLUwf1B-K`b-+<#vLkFHA9jkack&HadC|8po<(P))Z+KIwGxh5^?E
z7|1H(mkYqKf=okp#&ziYQYw3~MN)rYLr6vkj08(x{X);o+yve?`FFGweoP6151QZY
z!s?kH<X6#GCDjqr#*W8nb{iZm(fsVt2CLu?;<462xrqIDM!<#D&n=<ewSykV&g`??
z92`eM#L@&gN0`4Z_EXv@gZr|W*f9hHX_m*etgE`RZnL7!+m`S$ori}%(!y6^EiF8N
zY;-9t&%uUYab>Jps^j*X%Op%Kh96D~f&}Uok%r<=C-?wr3X9#&fstv8fuhGJGMoBp
zg`H|N$U@<&BZnPU!mQM@0iPk<(f9o-wu9eNgL19#+Y<{gw~8u7{OIIb=czh2AgcRw
zlT6-RFfv);3-hejz)#nlRGbzEepqXqm#E1+Y-KL*!<NHwz%Xpa|J_|Sd?0dW$^bGW
z-`xn8Qg_4%{(SyIqCms)>7AhmgZl6K%)&r+Jt+%KDycBEWl49jcVLpi;<kG21k;Z@
zSG%l5r_1LO5pb^q^{6_NG*Dvm7{wI~#syL_p0+SMvq?yNGc#0BIDXG{Nn~pgST(g;
zEohZ;wESCTC7+iX?dxD(C4BhAi_a9q`H|k)Fsy}DblfjHDvs^dramg(*fxaxkZ3n&
zGws_@2=pf)t^ozU$-VJs+YJ%2AFah2rV5ddKP~p(oauDhBn;kYbr^|r<wThV-3DHE
zTII%h31kYil|5k)i}3M91E{W<zaNPFHeyJUxwpCv@5%NpNJSkRIpl_#A(ATk1z`8@
zE1HA+eWj%5m0;n4Xi+yNgH1}3F{j{eD4HOb@T644-vImQoya7Npv)yL5x@$J#qV)r
zVBxBBuJXbaKn%6+hVVA3B*`#Cu3-x#TpAaDdphbkU;^HLhAS?GuCPVD@cm0tI84}%
zS}axlf?%cf<$}UO$~$-NfJ79`&FME^x(pnwg(Hn1263L5olOCOCrD*Z*6eTI-B{>r
zug=WQCI<ATJOWY(44ar3z4O>JbMsmo*qJ0Zyu0aN@!+9z8lRMQW8*m@jag95Ud5?T
zRX41dxXwF;Kcm)`Y*`zcu3E_nwr4*dQmc*YMPbPTH!B*UK6#f0RJHkWl{rJiWaqYT
z`BA3rggTH--3u4wUOG#;boaJcJR0%HGHttqh+Ds|<T3^hhdus1Rfd_fwdFezcG_;T
z=SzPUmupkIJH|z@8S0ZTi#3(oA=tZjAhmJ^OdC0uGnYO8!p;Q=c~S0<Vaqi|V$PLI
zyr=)KWB&gd=3B1i>7W{@00ay<8@2$Mtl3%M3t<!^hei_)JCsm~GArS3{ttF?*{JtF
zj`;+qR&))0WYJ5a_uS{vlXc6o7jF|$a^bV(1o6OHCC9V|wM|uT$AVteNb>>5<&<)=
zFP749$4oKD9)q(5=CqR~fdzH*b{r}Q4Hy>C#ThUcZ;&tkxI(wU!rA|9I<NFLo5y(Y
znLkpR%?qZ-p0f)8?AM04<P<zWl}Tmd`rvrK3S4ypjgogj7OZJM43ju)%swZ?UR`qe
zh58GdoSrjL74oCe|F^mz9U+4bd$8)+C3uLCa5!7)XYEX2E;;xvBTX|2a$9EGW6fYu
z0aqEyoHS`5{0AI84xpv&HKi{L)8D>*+x}VnMabf7vL`5Qh&fQ2{aHN0E4Ze5wBvbg
z3Uhzi<>NRU*4~2)0u>OvKiy?*MgH28HlJjUc`IXBE&GGyFH4O@<gca<R)t;lv6?9a
z4L^^vT}@S{sm+d}itd_sFH_2&PdO7!NLcb>tGF!7jv}m=sjl-~!XS9Lq&c1&f9?>8
zYJ5=ocCEJZFjhh~>kCuIirD!6n=jH?y7MWzizfC%P_?rC4XBxN?mb>Ft=LNREJ@>&
z4@?r#iVE2VVPMh!kAgHX@S2m8D0tL;n}X>%+1c4AT55j2Yk#`EYT~xH)`AYOQDZx(
z!$Dxo311v^ehvAP04dp-(u2d;)MTjg{QkLQhuN66QAKQ|?M}FQ%8-T4W$F_zWDC}4
zb^Oo0?cugPTbDM1?UX_i>6WE`XPu1JJYLxTfj}1<NS>QrZ-+0m^u2L2ojXbwizco(
zx+ILpg~Qzqh#4=Io_A^O>JM;J3GINUrAbTtq5g{-&KTM8?Mo*tk2&x%gLw0*)fDAi
z7s@xE`Go`#vw-PeKBv#LD^)@7y+!2sE{wf4a^9)|%$oq>yJS%4hzILk{u&2T;3lln
zgJ?&pW^F{VSI_dkt?&RdG_SOwn#Z7)3e{|I;A)+BHFoTbD9+|^P#XFv#Hl}9{Y#|~
zwXN{#@4(a;bXm(fs{)<J&&{Fi&mT0yEd}mj0JmxKrh}Iq2CoD@ckmtUA`aJ<RWDNw
zYkpgJFNafqP8<VtgJhhi^IPbZHFoKO4H9^-TG_D2c-pc{wL6&tVc}Y6R<B-Ac$hni
z&*fQL{}3xZqIM=)k-EsAO@MpGUKAC(8eAqGeXvYgdXVoG@e%?a`M5$Fol&RI3tuAe
zn93wU2vl{;8408p`^fwE>lk<`uk?X+E?@HNq-bo$J@{5)@-)dH2^C&;sIvFj>lQ)1
zHRUU+e@CB247*<AscqS>G#H{U;v3>dA8gG(Nhy27P2XwH<Ug=k<7atG1n{4bYnlw^
z9k_eOY8Tu?ZZh|nRD;~J^hjAsHjWr|v>+C|PY0+-9CpGDtnirnCQHHlPiDuGgL$7U
zA;I%ecfTS>{J6<aF07GwS^US;X{VPUfcZnOzNB0j&ou2Cq6Ca;YNcseeqFElZbUzR
zPmMMuH6o??t(F2g97oFng#1M5c%lpq%jB-0LpN7@8^a$5>O80P-j>mwMEVKCOCYU#
zY=2yO<MEbN*fi=F1LFmlffQQK6GB3CHszCK9+4Q1^ZbE-%9>&Y^oa1}1ibwBPyw1*
zig}(wa*4~T^z{`I^oJCu_~&TMWz*n#S}1U0M*Zza`U<b?`ii?9%0`jLpv#qL-Zt5H
zx3fKZT=ncnL^q2R10)p)=+eKHH!uwb12An+<%H8Rr|HSfW1l&+r@^~u{CK?lgYcGO
zI2LOp5Bkxm<ji6LsdpiN%3UX-h~g58fq-}ApS1U#ob|HoBy<0$)%oRZ!YEjs7Fyz4
z%QN03XPchW@TDks68Oc7Uv)SWDAqV_jiAZ|OMAzUQ|ta7w)?B_G^J=}Cu`!9b+X|f
zyb_n4VI-i|n}ESo*{?G1&8;F&9l!VK!RJEA_1<allx0pwOC8=DjYjos(SOX};{0sy
z!mHxcVxg=r@t&+N*@#8|^K$_g_k}kX`2SPRug_Dc#lCzdrlSV>Kiynhst!Iy+tS4T
zS+hXw2CK}yZ~LS*Uk+J7LvONB*kABQC}dHX-1%e;Uv|sGK>FI~1HZ|e4OCA8lyU`h
z>}=zrFLGW^vbZs0c(-Tj^#LarNY6jiZ2gX6-SXdKm8>cSp^nU<t6S2cw8xuYG~FEC
zZs0Eac!1x(Mulk0NFGpWF&zTC>FZ|_uLy>Ja<V(u&UwG^p2yBZ;+mY{y_qO|EvSjA
znyb|PC+Q&<doVXKH7LFZ0o&-Zk}GJwy*;dBepEt$P-%?yaSZ5g;EAYnZ}1u~DLM%v
zi|vUVT=yu*CUg1pTBO8yADrsu&>z0Li@edaFI+G-zy1sAF|*I#M5^rJT%UN8YjxBE
z{3<>m`T!4N1nt=J2kI%%8q4*D^|Shzf_*`O=QkWB0w!l`%+wiO7A;%vU`?91dq4B2
z2T-|7JS86RnFhQR__IhK`kzKa8Y+*&KTy3PcC%YLcO<mkDn&o>4?7Zg{i*xPBKlr>
z$s8f^>sPXLvAk-wNXnEg`Ii7cQgUaYB5AjKp9lk!P|qe4DwUF7(Xg}dLW%u%uUHi2
z>VG!+`EMd|*zgMV*;fSi8YYiRq7En>m&$47fUHU>?HLX{u>?r9PQDbNlr@$ROdLJn
zACpD)WL}YS!LNHs+mbLVJ{uOs3O&2X`3U-a{>IF6&GXahkMd_6WeL(evt`wy`7Y(Z
za<_8Cfl4~u*&wag!6n>H_0aYyIa8j*Lf6I0OM6=z$g>tR2Vpd<9)uFMOn(Upe3z9&
z&rZ!W$vv0cMH>DW+m4{zcGOgV|2Rw&$YZj*GvaxV{x<S5{GiDXL)ZVLaWgm5svEmR
zxeXop#lErYl>aAww>)0vl1f&P<Tkyxslqq}tQOx@6*9Pb5Ww5`>_B`b`~&YaFMQbk
zz@vGJY_<T>!ou*qYeGaebxPobV+0dk=9G}eEOLMJCKFDgUdkCh1%-j9&+oT$qNYC(
z6Ou1Yurh33_3!^CKlj&S55oo~qcw}vML0xIR}x>gy3NFog$vPufjDCm+VQMhTpKe1
z!70Wd!n~~i1=7*KR(f~aiADre561K;NaO_M$H()6a_3=?AB2~|FGU1bhiZpmb_klJ
zbcJ+wK;YvhaWa+1t1=JO^)qxYrd_ffFWh~)^3~NA;8-55heyC=+HV5U7~PPe1({Im
z46^rJuNVt^IPUO$9|<iN3mOZDXG3+@O0bYJK?%)$i~MqUp2Ov<k>1}&qIG^MFQ=j6
zD=#bs5tv9qBg|$iUn9Iz+~xIK831f(XDpb%dsKGj(DTf#laMMIZY$mFE6HCFKuaR`
z+x5;Pe53g}8Sl>zydj5r^nntL$uX-x<IG_&y!?g>xc-FFEFd2_nq(N<a5PlMyP(sp
z=`O=22o838kDQBBi{A5dLxBs8g@`=pv)H@7?vzw!2Et0`gfhd-<Ft`Po|96JIgnU=
zPXjVD0zI2bpMI1(>wnJd`Xr(At~rL`^%d$nU3XHq%+%M&B69mzA(HJMSmK(4mQS}?
zg`7VH6bo6!RsnE*&xOj8|1ryMSS9h5W4AQSX1Wh9Resshc;{sVACg0v79M$-rGK~3
z<*Vt)(4kImX>V%3X0V<ie~73DSXK1txix75VUa!dhrv+g>eNwBP$@}8`#ELrP~IEg
zs%QbTC1Fj{@9Od0r66KjylVJNL6QcD@X|_(uAhmlg=}KqO2YBKzkyV@3g*8-_4jq>
zVqv<1^zJ>9L#^D0|H)%u3Y(T=u2*=WSVzZPAt#AC@j)Qm*`AT9tgE;TS8Gzy=h<(h
zl7od~M8{9vIB`oJ0Ish5I;_EWB#I$Q?K%YGf?#F;iY6n;%TWTNmZTth9t|!^k&E~a
z?W*a?H>+w(WqceP(qy!`GTP1vDGVWqF2~%{sD3&(A!Q4{-4BxRy7SLk^2j&G?|QKf
zwjP3L48EbnwUqecue3vtp9gC^R*TLjzI7Iyr1kYj$m(pFz^rELCmzUYrI6Eman8Dv
zGJrQ^D#{Hf1EqD<(?4V#?$MWHh34F7wI6Q14uv>w^1pL25(MUCkhhc)m~cA~UyA(|
zcJA~x*;A(&@Ecc^Zi#@%9l!;Py0J9moiFGG5h|FFZVf>_19nhQkk*6Qn{a>SjXq8h
zP)gjDpUeb6+Rb2i;z?c<DALfNL#5p5+>_OBjIiv$8QS*W`;v{m6t7h>cIRulKi(lT
zpH+Kkeb~zz?8FVmcb|{Ea(&s@<&vsR0*Rha@r5!k<$i1Fy%)4}W3R~!>R7ncJ~tig
zJBxj^(nfL?#2BCsT<?7Sle;YYU6v_D;>b?=-HlIypX!FS#vW!)5(J6HcKM?071?}Q
zr<j$EII{aiLsy0P%;^*}LcAc~3{lJQhF`!6xzoW(oJuRn_?IxE#3PtM%;Y}3b8)W1
zi;exqdyQ;dwk^hZbTZ~vP+|lWMWarI#_rz@;@juk*Cfsig|YWOP_)E<-cySPhm>6H
zmW>S_Y`pgd|Hu*1e+He73!HCgo+A-gz9?LpRnt(-ram!1jP7Y<xNF>z5CXgiA@_+B
zjtm4{HW7!X{|f(>^ac_38kt`uE!#g{O?*oeRD?zIHeA)HDCw!A8{~XkXHL}h5y;O@
zR5o@oZ<Bgzrv|=P=b-@2lvkg3`A+$da#ce=vH9Nc=kC#V9Cb!$l!{OXh#8jGN73pO
zDb1jR@(*xhk>Ft{%c_Ef`MXsqRMp6doy*E2{0zkn<OXlVjk`SN1l*JNP+R<$jH8%E
zvVrM>>BBZD-9bI#;?WTsDQ>F9Ch~vP-we9VG6`&WTDW8EzXpI3f9~YRK{^>t*Be+#
z9T_}0v6nLV#BC~$Y9h{G)@Z-=VIx1{I3AET1Hfi`eEe|0tSZl@q-Rz>FC)fzSY1*Z
zFiwAQI38O%%Yb0ieJ-sAwi3x`@-@GYBpu!~gulY<C!XRDPQeJ`tZ@qmv7AiAlNhve
zV1mQ~=K`0%=s8f$!C#$*W6<pR=7zezVk<F{63mwpY?Hdnws9H?a#}E8c#3Er?Ru`u
zzZ6_knx%RJSJr>2wk%y}K7rS!2%YXoTzT#Md1baXSh7=!XuK}H@8#1`v4P3g<B4^k
zu9Ne)?vbTA-p$!V1@~Nnl(uslO5$OE@&lm$z}ceacu(b(AWZDljS&0F9YOLmK|s@r
z+r6y|J7R)(I&(50B@_e9?Ccq@X>1oDwICf=ov$y?FyvKULI^C=r#9v))k7f(UegTM
zvgyjV6(rdSiDDQ}U~GYX-b8im4CW)G+pa<O$9|9@PMrhDdoTra?U)t&zFYDI<Yd4u
zka6B-Czg{${@wn>axuh?hbc~N^c4EEwb|>v{aHfNu97g62<U2>2)pJ?ARTj6QX5d!
zuhgQ6FVyB7#i)qV6yM0xPa)SIr4H5fj%}`<aU2Ca#AEh!X>-O-IKlbi`T^^C&DLIc
zWhB|>npewyPk`)XsQVL_klV0w2h!_HW<*G%si|DZb;%ks8lgc#SpX<P!ih4L_>XDX
zuu0jk0S`^yXxJ-{`-W2z{e8Y*luHe9&7hAy2}0(Ha)C#sV$;90l8#xZnnlWCP5Q8R
zptk{X2|HvIq94A7{t9y^0L~I@@p}=6#}@P#^qE<f3|NlQAcXMl446stX&<+6NA4(C
z($rJSjk#N4*Ll8=jI~vxQ;P3yZ*TchJaN3uy%pcVhgbO=NBVcfGn$`VboFViTYSE3
zC`?;1AH~dT>)`hh44MuDsiQ%;76)cj>uk~qqhq^&=8{^XxNfDB`4PjY1X@(6U~b(&
zu<RIH*+rp}%ZA!M3+~Weg7F<3g7)D{d4s_{zq3r7;=p}jTw3PA3|4ZUdD$eULxL8|
z@Mj^Y9WP0N_GQ8nmPBWc)#yg(4Tb0OlFA`mEcPHG+UCNiE2Upr?06q}Iw3Gt03o^M
z#BWRAR-G|^0mZao^3-T$@JNR?H0xf=$z<QOOM{*FV6zAY?}1nBGuI)uB`Rtg(bdEG
z$Pa)913k9c?vn)acH05@bqv}?|Nb_ca8OU3ez#?ivwrWD9$u#eYO}8k_a7O_|JmJJ
zSp%fOmHyL9&7O4lQHRGgVSP-~K&p2dnH+lhUFNOL=WL{OHJEqIhX}`zAbEz%{E9+!
zHEq44Hn}$Q6f^yB!kk|`qfp5J7G2ur{>UXyh<KL<2J_^;yo=(Iwbv<G-5$wfg!pY4
zO3as!g0jWp@<#1~>A!R;^oOOzN5=p}2yJ~<MqZ{Rz7l`)D}c%#B<ci_kb5~qjA;2g
z^6<0;wNDiiV6ory-~CO{miR)A@?Jsmt{;Da#U65lK9@cmTk_Jr-K2}UmG^7fRUUNM
z#0#AJE6ik!xva8L#QB~IUc`{u6|O7Cp>w12Z!*hIzF7r`Dkhj(O(rlVOg%F&$`;a|
zD5)+0sjC;A`7O|&DUm^eE>pd!b#rltQr`K0e|8D&^rm@J`nx9|?4Qt3qs4V2uj<vJ
z$)@3c0ieNWCy%=Nqz%?5vaBh8z$B{Ap9rdfywkueK^R}WXFvaFh4N8&lgW`5+bU*z
z)O4tD7UfPA_6VP+RlcwIU`l?JB)lBiBV22;<og^Am%(c1$(u}5&TbfENBuRe$=g--
zbpGhfVU_A%Pv{lFC07rh|BFfA1VQ7Ta#gr&GVPBN7iFhz2;f_raj8`2@YpweuXk6K
zu#h`)_N=<11&52^n5q*bDf?wlT{ny{MkUquaB)8`ncI8qcL}Llj3(tOW(g{|uVB6w
z#9MPJNA>dAsrJ)GQ@}@t&cF-yHBW)Q3OB8lKgSc|>L(Y-J?bFi^*?Pje2E~jbrod!
z%gY?VXk8s!izOAt-GfE7T}nVbwKhN)I^4IXsVReUU?q0VoW!crLhPbK^bMQzCr1d8
z02{91RriCf){r(dr!pA>l72m$Y&D1Lag}&8$Jw=vym!htx$zG*KNtt-L6wWaK(ZMa
zYnI->^jUF#<UKnD6~oE@o=bQfwOdsnf$0Fj%lsKE6(6L)IpMY0dJyi6+x5d*<8&i2
z+POMB3g-<P1fDXgAV5)TtnhM7?SI#;r#7$_%nNQD2j0@n!k|7nG5Ut(_q+RBd@3~k
z^S!JegR{Yq>$Q6Ne?N}Ypg{p<A0gB3=W?%ij<x1y2GPHmmum_6+QbLpDPwas7&cHK
z#AX@{4VB*n*>~3t<x6gA+@x~?!;&J{hmw#|l2f2aOa9bPkkw8?H0Rkf>+{my6w3Ur
zUE{!Gxf`rCF+B$`kOW-;JVeK09?l5rXV8)Ie0=dM?&VvpSwMn81QZ|K6mg^GqHwXK
zkO#6|`BzLsx+;7C`JGi~$cXsitG67;P}g|Zw%?dj5i4wwZi^?tBkC6b5&r6n@R5(7
z_a8UI?@g<_F^lP+h8jV&Yp6AwckBtw%Cfa~!Boa#2ASQkrm9*zHjn)j(DpCS>RAWv
zWjY@NEQo(#Z&k${luQ0)>%u80U8|~gAGkf+xwSRuuO!=;HQ;t;eJh+z;OzS{mcK<P
z8w2z|wEpevwr5A_g>llPKKY5HZ22B)AN1ciyt+z@e=vD_;kLO6$yvE32k#4b0*={`
z+d{_WSkI4=+V6QUbl3N|%=rvS-wIUAm}V{$mmU|x;Y4+(Q$ABTQbOcl7`9;fnTWgw
z6#*lvSNwP40~XGHr=u>eS6H3*)i#o`P5&3a{RXIsAXK@5o#s>rJe!X^*5nkP7T$vq
zO$o|no|?-smwrPA7jzdeA92`;Tbc*A9<0d2*Dj`Ak*BTJr&x{Cgn=2Xc2`)Rv97Rs
zB)#@~55^Q2LqeF|Ehgq`h5v>r@Tth9DzBc77iaLML5M1ieg*O>KcLUXacFF@7N|w5
zWga?|<^;<Y5>Tg*E7U>$Q$j729biY3hq)k3{XjbNdUt|`NG}0_iN(=-QamCY(ar{<
zsibLnc06Q#2fw#!O=mwvds&G;-Ok$(8;P*@hBv{-`M<SBp+GK-<;mTEzv1~6mP`S>
zcD8tjtPNK5Klm8eL5+pZAG6Hlb`J9qSn(ZLKdaiB80QN{XWF5ZuChAzdZ&kwZ$E1U
z%d%?r=U5J#T{daofzHlbUC2!`y5+&8;Tu7V)j~%{=rgFiOIabMx=nElOX8?XD|{h3
zW8r|tIx7gqrHCHHc52A!ni~h|F8Q*6cR4Xq8gLBtl`&s{hNt<K=H;}~tNL_>ZCx$j
z=_^v}1jlq#qXFLmhX54!UO#?I{Xdkw2{e`K`!~Kds8oicWX#MaQX#X<V;T0Q6hel~
zL}Ypz%tFYJF|)nN6q(7CBAMqYQyDT<hK&E~>74KP_x{)Vt@W<=EUnc!hi&iYxu5&K
zuFv%uS{}Y%O5Z=|<N1$&CCDFqUhOr2LkMj_!Z9HJTjIv7iONxXr+>i6SY>~;aMq^4
z0E?;24C<cwgPfy@{{WVwV1k@~y8CibRv49gmIe-DNR^M@kh78}Zo`O8@Nfl8AXjDu
z!dL<4hrWB3v6~(&oIu+OQI8~K3U}qN_gO^dTWc3Q+I~MQCF%w;W5`==GP@shSP=V^
z@*hwZEt`l0)(c<@_0gIb;DEj<1PwbJlr2f5@rT^ZXZk6ApbJ3-BAr{%+ujp94b;U$
zmGD%&*lK3W4$?5?5s7+su=Y56hk_N!UFAtin~M9Vp*ol9wf<!PSt%rg6uOBW!_`U;
zROFlZ%axQ*>RHhK+fV&MJh2JZV*Zc{w)E>E_}D~b%YGz1h5Qw-!pXu;R6gE|TP0t(
zJov$PP8tlGKxFUS5=ToC=o|dNcx>aB+jps|EjjQ=ZW8~Vqs-dm!FVD|73`pXx#i*#
zzr5C&dqEvN{p;bMlYgqFZfV^jc|gECzTPHKq_T+n^Zf~OY1Ch2qxu{m4?DQc$mS9I
zjM@nm3FO?5m7}uM|Fc#q9!nY^bWIvNB~(ZE!);-?j3Vqr0&vNE>D}KRzxPvA!&8OC
zq+F#6xO9!7MU0;xu^6jI&q=dd5sO*+2=)DAv>5b)hzC7Y@dg9@2&i&9raq=*wiFJT
z-ZUypa^;6UB<ut@|8#TxM82E_B3^g-H1L!xq!O+_WC48ZAC(>~B>9gt9b;#193nN>
zpz*Vo!QMO^Jgh0hGN`Z$qX##u-#VWkNjWyh3^ewHO_*BG>5f#c8h)$N+zMm>Nl>z=
zR7~7W@J+-WQ-odYZV<M!D*&r~=D<FBHNG=dOtZ*aB5bIq>w~tXpwYUcymx^}FPGE%
zQ_2uD9h&}1hbUF|(S8`(gMxW1W^&}XkNrg;4`@=b(z>0-!=_K75xnB3*>+5dr0MM0
zkXi^1<k6QsU>3`Hf{Z(MO_9G*&mvfQv+KG+u8wciUL@12B~#}*n7hCJ{BfL-yCW4*
z&92Nz1ZPmNN}Wn<h0fh&u%842&WoMm6(T?Beo6E#g5%_ZhY@qnRq=moQl0m*201}T
z`Tko*`|uyCHn2QBIe;rZwm{Zb*Hm5r!>chNr+fl<Ol2mi(wqCg673)S&5T$R-L}si
zJ7x-0J0PahB8!Sz%@OIE7p7dtvwkNZw<gj;eJLu62lu>Jle%EwK_Yo(K{8qu_h)mn
z`E$9FlEhHmn=4{2S9D;jy{@g*d-kvE=9ZC*pv<Xru*IXdP5COwpDv<uaPZa3e0|{j
z^jW?!c^bkHPpR>{w+b{;e?0>B#0sjA^1!M<{u=7!sCq)Z>i(c+F^PW;1!PK3JbY6y
zB6;@A9kW2}9Mw-pVu3bNtZMtdi8)iJ>73_ZQ#gQDzb4XCOCN<P(DKEH_ggZmtf7><
z+V9E#b(P8||HXfHK-O8@>f7~0om6nhvA7c59PO3)0gc9s-9mJljI^4D+dmF_rVF2n
zGIvyvW)n)`MJ?eP!B-tq+}DM2Hh=BfCTE(#5cjU_R|77%P!BYA4qQ`oR(x+wU%2O|
zI)S_O$b{q9)zXtyZE_zOUtKDa3j$Q=1Bf5XuFPngYcM{2aq9mpTM{Z<oXx<y5MjwD
zOe)Ak5)+;1bK@YL#7{)mh<|G*k1#p&bollzsnJ-2gYC+=z5SaUlE(-AFKWbQ^9%FE
zke$!}olN!s$V}}4NhH!|0NVHwy#|^L)Lh?{|ANFxy?b{i1ex9he*k-CO8bE3*q4H|
zP^UWyMxFQhpYjB$DCpuAf+?Qrq-6!yXgwT);xod~D)ObYzh12)oJx<w$|@w2jBC5Y
z;adJ;y5L^s$6l#j|K2}JZ#3CN`35&IUNE{y0~`e`u)&$)fi!Bpbx!LXW1nv9rb1Lt
zK+of58lr3o9277NY!EL6ee<{R-I(TThR+4a(Nvv(tN<x}_>2?p9NE4;-{eCJY%Zd+
zPt;yRkR17(^qBV-bcLj61}STCfHNcv7nkpN6#Dl5;SypMn!V7Fzxk64P%g<2-E3V7
z!B`$+9+EI#Txv_)TWh!GHLRrh+AEqKQ_zIHmMuZc5I6|>MqS7m68MpJ{_{S|&WAxn
zn%bxhQse|IU-NVJ)S$D*?{ABR+(=bDTDgBm8T>jfR};OqC|U`u3iCIrq>@~#-etUN
zfO+9Ss;b)tB_7B%1KL%-u1i7Bc_|4eYmNt<e@Y_ypWPis_yE>eWmK%CXjUeR14s4f
zVw1P)YhIYYuFm7aFYac6_VC6H&v_jNAY*>}{pw(RH!098bGqkswrAGinLXS?V11I!
zs{2umOwELhbFmv~37M&~PN&2}(TO5dwE5PAg%!|fHacHBtbjA7A)YkZNM1X<@G7<K
zq^QWD#j-<GHvcU_P&e}G(k0}i3+*VK{bBVdP=~;_z4<RhvGPT24##7Ol|j)9hMb3F
zycaAT>hJQMt7Jd#=pweObUx!d45{uGp99WOhmE~rG5=6Lt=F|&9k@Y9;l%T@U&fVd
zzPDr(l_&$|{CQpGR&j4*by&HS3|hWxOh>v2MR|7_k!3f?(pJoRPCn##>_2X`;PMxq
zN*#WTX+92BQI81DlB1K9NEa^2ZyD5hpT^_nDf(0w5OKAv<Gq(gxPYhW=2D;I-8>^;
zGN16*e(rwk5>xQ6oox?eq6U3#PlC*;tgtD@e0#$3N?dQ3K7c}XFDO^a(vj=?1ZzSA
zfP7UCE*Dw&j8G|2CO-MM*$)VQnWw3faWZnWQJmi_ML%UDxOXT9Dj7{J4&@6`ArI5W
z1zkw(St&c>Kn*wU>fcHNUnSa$EO(3RPDvb4**1mh3f>Q8R@g6PNwA1KbuutDQM~4S
zNp=y83a>g;ArHFWW*wP{J;Xu-6op3fw-dnvHSdY|95l`pr>n~<EPMuNO(0wnwyWKJ
z$j*MqP=OQ!u@*O^{v68D%l`mmOHB|cHa5ynfBR;#G*Vu+)^{5MV<c-!KozmQzSsbv
zIfdXOHvRoOnwSAes}5Hg0)XaG>%Du?8`*I~ZT?Xozm|=^9^XC^lv77vv@+hy%w{##
zpka9u=;Am|lYq_LqT`QgU5*ud7TazXpUsLpIxt@h`p}EkQ3cu$4t%Qe{`Gf~m=z{h
z#+fj;6H%mm;r$u>(_RDHR?)o!CD2i_h>MAHH?toloYzt~#C0R7@j@vw@)QC(oN4p3
zvt@wm_Hbz=5S8<RI1trq9(4bKssO<YjGLQ#_M)M_eo$AJw#{JCVYL|krj{sP$GMCc
zvZV#kPkexwlZJ%+++2AGa`4_=)2sT~!dnIwNh@0m`EvOi`IdBl52v4*pj*0W;5r?#
zcUn~|19=P0#&}HRagCS@g30B=S_;`^_Q7d~g|k9L1$=cl>Rw<1EHNBswK#72TCG`0
z{sW0He&E_j_@Nh+(mjJ}P_N>=AW)iu1+reG!?qs0uID(Kd|s>RIM8ll#ays0EiIVh
zZ!|YzFOrCgilS0Jh$b;Eys3%D`yz1vP%RdGpOs9g7qD#Zc&+t<N6(^d{{L0m2Z<cZ
zWo1`?FOM^W050J9bDuVIxog)*K=<t%9eoB|mv<J7_Uj=JZ3UbFW#43mp>xA)&LS1E
z8Z@uh4$RjFBZb20@I>){y)}8vIv#vruZAA~xV_LeIANPa^DOvyh>n7Kg<1qCtyIX>
zKJZQ%IvN$1di4@q0=g6?oJa3}lY$MXQQP?2Sv=T>J#&(X7XMTyDj^jU-){S%-=YT1
znTC@HA{RzkTQqu-YBe_LK|}a3X88k3c8x(MjeryztRl(vr#KlxK2|2eDIC+kDIYna
zZI0s%#L9ns&1)tA{HymDvhUryhsJ8sUb+|HQInZT3gXg+OpW-vrNe>{!vQQm7EaDg
zo#vANP3QN&%lrfnBQL;LZ>mjXyb%PIA&~y{bMK(7jZNd*cBx=+grvuyGD1k(*?(^u
z27VLE{(oDlKb<t7uD+XTkLk+XM;%<Rtv+)oUe9j6Q}v{FmPgG765*Q$Sz~Kh&)7?|
z+5eI|?KjzbEFTCyvKgA?weHpyjC`JsV7khNfbr9bZ(_RP`X#cEeVz`q3KAIOKJKG_
zE!=4ad;ru#Z>fA2zwHR1<KB4e{`X&kkQ>3dmf!;y4Jti{vaO4x908RqBYvQ7hdP#N
zN@2gYTAU(`D7AsvOBC8x)jfKs{*<P0xB<H|j#~2?PmA`wIhv*gnoh$)<jvy_tK&Tx
zs&9tqMyRM1tTdmzzIluKS^!mjT*18?NAD%R`uus9O~n7)w}e-bgIvFMC2laaC#-2)
zN}8y8ge)&R3DTVmF<dN^@A)82`e};*0Xjd%s_8MWd#wsx7IbrbfZoE+j>>*Nezasf
zep5&1S#OTPa>U*TdV7ckMRYKaVF`mky$zdk05e+YiZVVa&-RNk{RaOSw_j}{9POeI
zT_dqIn>IUKnm=vC4lyk&rM0^!AAI{v)d$L8>pX99@D`Z%pO%0I=>`qK8~fOmzV|@a
zF($%vXmxtvOmS_VgNy1+&qv(I*wjPySt$~ctnufoqaWCi9P2ZRE=)7gn?q{XY2;1Z
zQga{p5*jW_m|b;mT9@^-tXg>+a57{qctaRXqIxM3(7qRWYUx#aP_@<TcjhJLZ_nj3
zdH0%cD>X~YCf0n(Sm32mJ#n3GWQnutmE)__g|>@R@{7k}Ojw<wkr9=hmuCCnK;>mV
zNP2>DRDhKgIl!xzM{QUOpThFK<C{;BGbPDxlgFUciP_7@%+$w+4=lXuVygYqX74it
ziF>bW#zaQP0|Np+J~)t(6;!QCV^6+MlJ1eB%;EZj13%KM*Tn3tw8Z}Xnz%5#ZeO`y
z#)*bn&Yk1QBWuTM$~Wj461*tKN48In)hybcO><60;=a+%YD`ued1?{5qH&^nuH<Lu
z1qN(H;zClp<2~f`adGz!ye-J=XzhGa%frjtP`O+a49q}Na2X5;u(Tx~t@dyo{60|W
zDgagpOzd1-Y*(&OOS=Dl51c@UiKmPE$8BSA;hIK9VX%{v<$rIBw{YFR-<`>VC6@RU
zWFnc0*$$2$Kv%ZfDo}egA0*z^u1M>mQYZrz_RgK~moM+FRoK#=f?!n_h9_M*3PhC)
zUq>gTAA9iP$NtPPdOn=L?5XwpFgczfVx*l4A(T0s71hBiSuwVI@+fBDSfs8n8KhN;
zxm0l}pWG#RJRNW^?2gWLZH`*3kyEl-1)^pbra}$^2`NV}`BFiGEWNPJ`+Q{Ax(d|f
zn?Mch7~tL=Wcil7zr%%k{kFx6$PsX<$o^h-Ufu`L)drCqB>f8FzSQQztRNprk9C=>
zZW7Bk^5=wYVn=u7WMwZpO)H~PY|M+882{C&W^tFrswxTNa!@bMj+7&BM|Ufo=bpkL
zJ=GZ47f}kSb}1I^N!JZ3+d9*fd}km9o1L?Tw~(EcHT6A<MXawh?%H%>TZ2$yULD6M
z#~qs*Zg%0k8#QAWBvppkgji`N<{hrQyOP@3!7cGvwaHkZ#x<;lmoH3}(YN2;Ym^W>
zG<>Bee5b{e+JL`kt`Lc!PVylMoQxWVHM1SqwRuCDT2F-o(EpI;xVa$>A}u2q-m};K
z2<Fn%<yD=T8yNlCFvG&?7w3`#CkPE*XHNg|2mfPK(mvafQnt6XpatQ^us~YHgdwk-
zLTdB8I_K%Vt^QgQh*Z+VMrG&cH$OdmyufivQ9V(N22l!QQcw<9v$0nvDi^3@K>{Gt
z_d`U^?*vr@HoCdeX%W(;K8l%xyQ8djQ<U|=_dw1q^!(#Av6kpM_Gu6S+XS)mqBP`t
znuiOgevl`WJAW|W^;tSSlBDS{ohB|-<ZgSBu4ABUU}+G^;}qg}%dm9a(^j&YhM8ge
zy}1|iu+*l?tvlGRI+|8=JnU^0b}ySqP<8gwc8h4<+mDRfJyMX3BfPv$bhDZ_6J45p
zbcB?HT-Mx^)4lO`LHzmDua{tR`kX9n<W>zQ#bC44ug{k+(uKrId5J~y-D1rRd;T2N
zR~OokOF>9IDHH&1D|JWSgw8}3`PA3*A~U9XA^}ldZ*Gei{}~Yc-h6IratN&5;5ldj
zWlf>`npJ|77oE()#n;l1X}>6y{L+tfPVvE#gdcozhT|`ju=*LBMonvqt5Vcs>00+G
z(}KcB@^p!-3)bEtl=!0%&*=82qc!5YV{|2=q^-l_!CUu@TPstSNJWf@$whv0alSnk
z;~b;eedihM1wJ_qj<)qBW$9;`Rl9j`o{BuK4n5g@cdvZ44EfD$mEr#0t>Ja!HQJX~
zKU(x>g=VFskR&5}qL{nDtQ8(^sIR|hKPDjo*8u!84n|^~@OnnCyf28}8oT-7<xAd>
zbSo>Xovoqo?a500dF#y)<Osd+2@p0HsScE3FBMJg;GYBpaCZ!PC>sh}or9GFS9!%m
zelp#Uu6S2rbbNQYV4o(sy*IHTi%Ys>usK7OMnrFcwoP$$!HuWxTXvS}OU@Pn_uY?c
zTjBkyW1SnCIXNY&H_bB4CZc}mv2RDp`?}c$z#t6kd-nL^-aZY&y}x`|9O~((PY*yc
z9tCQ5joK(Ph&ml2m0MUA04EPHx-QZA-nX!}3E!|<cZB&hq+3HCT|jWKTo{w21E@Pp
zq3{OLy~C92lql*X@ZiB^a5z#7IhDM|2d{uBK=!@C^^QAAPfGd~F8r?Ou*S{Us=|tB
zWV`&*?NEXIlbDp06u0$3i`4<suySW6NZR^ozs?kqwU+cvgd$Iy;_;p)q03NPu(B(y
zew2n?Dj(<gqUu<2inQWeDxtP_$Zwn5Tv52dPE|dba;)s>CoY2vV8V@l0k=}Cgx@uI
z-mi^Icv#Z#%f3f>)&t`!^nzC&aU<GnO%|6p+W-9Sz9DGcm-|q}I%*1pMzNv~ILR4{
z><SEYb^X9h7Ihqi|9uT~0i4$pX4e-ghhZ-xDGuH1uxeUv0zVZ}4Cr}K7Ya%DJAa<R
zy+0KfAMa~MVE)m|N8fivNK{%ONhFW)+_^x1X78JB26}q_AizMr!oSJD<${OhDOzyl
z*X~s`a8@r)sMlwurXGO0)-D*<M1Vf53E{YqB8X-qCHTml=fsOCJyfjS^zNWv>p17q
z5&s+h63}xsncKnjaA4>3uqusGl!)Gb?%36zq>#Lz@IdWyTu56zvb^LXVs3PKI5MS$
zRp>dAb%Ee?3%TX&p&sx(0t>LKY4-<JyVCyjGcWWAKgS9;9MXRt#k^L#clLw^Q&0+z
zoTJ=#`WLicR4z)qdH1f5?O4>W@9k{j;`C7LWArTo=*1uMxv$Op1_hD*7$`ibp`n4=
zwSqdUz;;*|w#iCKa#t(*xlTgl?-!Mun+UH)nt)-|$MhhEloY)W_vhDsN)-&7A3rdy
z7rQw>gc@?rMCsY|_4o9A6+r$RM|~@jy|<2ujJdI)7M{25$`y1OLZSR|o1uk8<Meq<
zu4vF^-GqJJAjX-ozIUPnTshziOnQjLB!hYroh)IK@TX!eA&*o13t}i097A4nC~^?K
ze5xMknWsMQkq7VYx_g%%*=BNh>`GzIt6EF)eQOS4ULEyawpr)3=X15b^Ccp#u30NX
zwODw_R8aKigWmRt;SVm1{$HrpEx3f@o?kV5aL3InW$yrgkJ0;Ro!bSTJx=Nim)mR$
zBfLI+`a}!I<I37h3}Q5iYKgZz-<r3bI)w#c#$RED!&ez&4?La*<>sRyjHJ&<(AZ4q
zWGLzB7v@VR1#K0Mt&`F5C3ogu*A*nN))j5|j}T9{?%tVWoNTpj2J>_Da%pR87l7sM
zth3nXIHBXva>_dwFWdb<t3~g1zYW?pMA7mq^II!EI-B9EFY+8pvRce`%{=itQM2z7
zYli|IG|JSz+Y9(h;`3CAK7__dNvMv_FWWFp%1u!*(}k6FT$Q(Ct(MBYz<=esvzLzA
zX{d&!2)M$m@{Ds93txilZpW9LIbCtX!7VhkRl!nNIM{CC?09>|rg9Q$UE72-H3{zu
zZY+;4{}z4l;6b6sh8^b3u>f!-GI@_#xZijB)Tsiq)-xv<u2N>*NLJL)IEnfXf&G5p
zH&3w9dVjfHVhYCx3R7J#1%poAmv{4D*EwBLaVuMs3|FB!7M&qIGxM`(#LP_ZTWl#G
z1zEav=_8QTt<LA<L;m;aY$P|g5v;;P_V<?eAO5LAFO2jL{8i<(-t+rYRvAHQ#&^g1
z#wMg$tX4T|kF=2A^;mtF;{qZcaEAL>E#7baiH4v`gDK0d3}_YGS0z##@kj6MOJC;K
z=@U&iC)eh|&C>L@&J8F_xpFY@!N<CO6HRNiJ%zP})mq?$%&2}&8Wr1FLQ@5xp-<7h
zoy9CGCr5R9YGiw)NGmsIa#H_va`fpBciNmT#lGA1y*YA5<w)eKM>Bp}ckb{l#J;u2
zzvm1%2mOnFyEGj3&4(JVjYL}&4yYIp3nLz}oZriaWctP<tRXEicF3AIy`IC1PtVk=
z$*#0~`vtjsNyfg*qeP#BU%pEFFou7DU+p^KN6v(Fmeq~Gynb#W<zUrFm(aA{NtLLi
zLP>+TxggK1ni?i?*ClGh_IQ!@rM>P<4LKZcVLu136<Ocl3;-}vVQV1dr>C=*dfD5y
zk3&Hhm8%Pmu7@7?$!og1SM&;V;@N*MxMm=H7obeKaNz=Z7!(GtXIJy?Y|n?bB-Om*
zXg!fooy&-R49<T(hCabWpzdq%#<kK}yPJ<1R8OeTu~zKP4<fSg=4g1dLrf((WZ6cU
zS5lW)ofQ*jg^lpUgc@gkXD@f>iUw~HTbyc?<t2iB)dI3pJp}7~=gt~(dCzNW{N_ft
z*pKpp=EeT=ciWRBWtrOp0*?AezVh+$xjX$aynX>HR&kH*KG5&_cXVjZuDSmhF1_KL
z3<(&dn2Vm94)NG?<on?l-G5uck3a<shZzaT$O_zb?r3Cn-`YL!A&hzXcZq$)9H((P
zDD_~$Dr-a~`Q;+%>GB^F47{p%Rn^pd&0J6Lz_MW7pR}jwo@UU?;s3#5=6S0SXOVr{
zfH|Wu4_D4VCsrJ*Pe~+G2oO7DJP*z*va7}u{@fLJ?meigp17LyTC3#xtr3%=T{hcC
z&wgtnH?9+G!f@IgY>Im}32J#pPn-QD{C<9LVt6AJWGaL-qd{JNStnfeV%_ZaA8e-1
z9*>_RTCBzUb{Z&FE{gTc&vx?mDnY+iaIS?7twRTDyeivP_fSzQG-Qnsty*X|D)yYw
zTJo|kI0!j8IbkpxV;=c!t5DJcC?gMgDu@at!7TLWm&W4;L3lPluW!HO=;$b1iv+CC
zj#i4~m4Bn#0e^DL<I*wr;{a|&jqHOd*s16vCukoh0Taz@QP{nj$;itk!}wJt(FhL2
zkI3digR|0u;w^6Sm&`KNHB2skVm%8BTK3sWs`6xet^@m9ViJu$jd$IX=U~)cAA_3S
z5neLrPn}%ba_?Nzqu77dfp|T&{MC~tq@)muElep~I+||)XGZGD`)c&63hQ<>jFa*3
zC|EZ|VkJ$7H=aXy<%?6{Pr>tGq^C_1`CXEJdEVv}79)>*uj%OMc<krr_mKH}{^jH|
zXU>qd>QNx!CWGu7P*2!}eM*GLSwGYQ3@oi^1x*ftQ|yThL_2V6%N^C%!83ve^q%3n
zdG`TdB=#Y|lFG`&>FMdO;Yv((usvA6H8M42gBRhfGAwgQ$^D#|W?d@e2MyB&xCj2z
z)A!<c0ctCFxTrs|24+8e?lo{BSuR~Vg^jBE*#VB``mxyKm?hBLuKV18osQ(ap#Ty(
z;}H!Q^|`5v(1w94-}i6Izuzz$H(h*EBD}EOxVC!j%DYqbr&fMvXL&LDg@{$VWwi7*
zAn8|10@_m_xuo5;KdR#&$cb;EYmr~Kn+Z<Bl17p=#WZ<{nK!oN<5vBaI!6`y&l*Ma
zM|O2zx|Fc}=ufxvdNkkgwE)SOph6oY+In!dR|iUce-OrBcN^_vo&no>s3j@;+G7O|
zg3h_9w-Ca2>p?tSVA;tkv9~#e+PYUj(+K+5w7fiWC=xb7150_zWcYM|3XM2eS@_V~
zS5b|7Z(sQBF3EW#={Y3$ekQg$y0{3Le~x_ufyW0d897nmEE1Fi(CblX*eMN{hf0pa
zy*WL)@#F~8`{M#tk3qDZ0+=xxjUu)CTPMfH2wZA1)nBnzUEBUW#}+4QUD?-_p|%Qg
zZIhwm`^xI-)T7JbIf#0;jd^Vt7>|N65r??=X(}qMuSI%<qHRxWox1cDc24{q_BBcY
zd?0e|O+!1~iAiK8CZ77%<%cJo6&d67<2rh}e7;4SUn#l5BFx?w65hflbfE;7fzm(p
zqxvFQCI)xgCqHLgz8HG~zAObxzHT;6SqcVkMA)>iFxxAKoym{pzR&$+EPG?KU0|T6
z->BTEMC00zfEn-TW{;pwOX|hLR+nDo_93Mq7t4q0eUA&?eUHh#^_FzpYlHFUuV3L2
z5l<lpcmhJUCA+#B>4h#6Cf@^a69#Z$T5&No*zkiE`C?H~(F@2Q0M|dX*b4~>!C*@C
zQMW+A?fYgHtgg_ZqDeIMcYa~Pakhg6#K*@$J*upx)=>W7`->PP24ZzEn1G<5dPo?y
zff%=f0?q8lbG<od(LDh)mU3yGU%^5d0C1UW*PiqWii|iM+}qozt=!oK&1Lw0cz19^
zFK0Hp!7Z&W&8I*8oGkJB;Iwp4gybaYNk7t9mc6qc<unYSWtnJk_~hd!;+xZC`htjC
zRg6;gHbbPm^Y(7_)u{Sv7hP)9>oRSO#6m;(ec{V?Rna%Nm3E0KANv1R@^5qv>syM5
zX#|xjr_YHMuFFeK8SS&3X{(>Ol8YB;$I2PuQ^^?`GNDThtx-86k5xWgtj{y3%w311
zY5D8dLwm0@=FwfTq(s%mXhmj$d`WmxclSM5T^YYMQdA^`9BxU#vyFb<iMF={J3(0D
zQ-A|TY=ie3y7b+)=CaHzSOEazF8HVtTP9{8Fet2B;`}Q!o&;k*vPG(xsk*WJE0dUs
zg=6A1NZB;G^|y1lUmnH#yW5K0@xV(s`R{L@CNzH8w3}L8K&-tlsK4=4aXl8Z7L)S$
zdzPo&jZ^LSgeNqcQu=rZA?}TSjV8)Pn?KaYx`c{&Uy@~5>MTMfCv}4eJIJOjLT%yW
zXE>M7F0{DPJM_11FFnM{iN6O}rNH{~c-TpLVMs@of_q2O(%MQzPah1nb13owZ9^$t
z7Ba)1rWjHm&Ze{i)?KFX_<@htRboy~Cqah`F8>j<>;>R}^4$IXh8g&lW>_{WfK?lh
z*LZzwZ%3WNHE-WO4jpWEHa9y5hjGX2Yad%$>cL4W_<CZM_$UKZ5RYOKe2($r?{IM)
z`%1XytKYeYEJ?4no!%@&c9i1RC{DT`4JH+EQo2bVxW;^cDmaNdFM^2cq+e4$swN{F
zyPeF&08H$~p?wjfUB#PBQDS8I<69M#a#m+S8p<DT;E=bJ&?b!B*BuVODP`aCMyzn8
zz4MpVc~fl#PDrE>eemrrxL#gQZWwe*2NgLwaSA?DzRnUIjYRuF;JxYI&L93ne-z6h
z)g`(q-BD%$^z{HHAy<;8B20Hqf8QUB$8lHi1Gz>*=J?8Xj<sdHUY4C*nENwl*pT1u
zA9{MRWYcIaBW}+9nc`qgdJspoiebjnESKOV&Nv(oL4ay-xbg()vku~fm1>6e`XSc6
z`kxd_GssMr&Xe0%-pWf=7o^52bzXU#j>N*9mA}?9Cg)^+hqI#DS!pA7Y3z9Rvw6Bv
z8Wcw*#uEkYrml8+-LWN#vOhX%<x--_gV*HA^W^Yvjn8O^=y4tzBkEtGJ?U2Y)%Mfk
zlYz%LtIZpxYH2ZS<@HhNL3Qj&d@Jw1P$eq#BQYW$J!Uu937MIg0)Vx0Zx+^j)RkQ`
zH_t49^48uj16&TsTERKS#Y27XsR|8LN2%w{mRbG`(kHLQ^C0469u%p0oMe6X-Z;*=
zshLP(G0XT1=hR836I*|^lvF9eZ;q^Ujl!0uk3SuAtWNn03f#STZe@N#&x{eVz8F*+
zBhX_clUPGOnp*KF<5~f(s~}g)ooHnbxO>&TH2sWAD_G3-+5#8fcbFk&WHc?Y^I#lS
zzFzB`5~t(D!(9t_`m);p9^r_!Q_`30$dPYvNDG`cE3_3dY{p&q=lCanbtlW&_sCiF
z-153m?j30Kd5=wKr#U7H>x!&Zw9c>14RseqV%^g=SCYfXr0Z+F_s(L_%<9q9%9PtU
zkrQg?{KVbICiLI4YO`v~_p7xLr#0w8Na;d;^~&s-|DNqUdhFPf>sfMgau7ds^>H{`
zM!fZcvlv>Wx=Dint-a6OX>}rOmsE!d4lY;wo*S47HK+|g7r2jvcV#S0GZ2nwy)Q|j
z&ASwPV!+e$@^f=Gb@S8S1hAi#w#O5TMIPw@Jodc?x$Zn%|K#{CD}j~fnSclJj>dJ?
z)Hg&993!@3*Jd<of+<QPD%*zG7&ap<Yti$Foe;smVo1==$pQG`?Y)E^@9^;Ok6*qh
z+S&1A?!wsbArgrN*G@E$19P6ApB$_w*HjZ~-lvnnd)0c;1@ebC&9*h<Y?cFR#LXh@
zCd*5cVcYw&4$_D+(K+yk$=feu?RkR(KcZvraNHu8tQf%4pbDj1zdxa2Wz=i@+8dm>
zjjreV&s&{qbDeYi&0L%uchE+sg}znt;pknY1ZoNv0;KCaQ(}5_sNc}zO`A8IV>jQ~
zyjpResP`rJCp%me3ckkZKYyq^E@y5Q{UMIr3oMPm+D7S^G`xro)3-z4hTY`1z**{{
zV}FZsIjTJJ=3i4uF}V&a)Py8#4a438A%YaUq^WyLocExO@NGQt<~&_5(wi}mKCmqr
zE%frw6+&01`98^Gl}OGBm<}~U*>SwuFbrk`Q!tKecuaE8#|w5wLDLT>5+nx2x^F?W
z8R~0j<oko>pSw%-=t=e8-^C_!Yw}GJR%Su2?3_7-cNi<Om1tiOd;UQy>W0gMl3r{3
z>nBG)Fk9>+<@)!brc<@LN6ek#jmL8MUw(uwr^+OkQ&&C#OLx$Q*Z%k737Nf%+wIUV
zYiXNERu|7)X@=(J{nxr@wxO+UZ3^GNOkU=#hPD=s6oNiR3y1Rok7YJM{s6zqh87#F
zfjb5UwrX^9dI!oJ*}(H=bY1cf8z&ycuLA<AWUMyBbO~#po_W)ke>w$A4)eZ`aNBHo
zcq~OnTh38Jg{VCfv2@CA(D`_3NoT;Zz-!NiNjq6OZ#wOsf)d|NND;d5@@}WIM$t*;
z{gE_mAc0O*p)nH4S@R!6y#LIct?XtNxpD=aR0uDuxz7<Rii@wn$P_V#sm3PE&%wg4
zz`CFR$52VDRV~UUn4Uf_E<XIn{=CdZf-JftP9N4*p>h4KBkKBxVg7`RCXarO*bq@X
zwOA|Qc*t9iT!`&GKo)EKt}<DK7eAC%jhCviG_=aUWp_*NmBxXufhjlK#MnEpHY&Fj
zJSchK@?E~al;b%f!NI|L7{FNDzHPC;_rI_Q+~9wV*D|A%81UMD49M)um>5X6I0F|G
zou{MTFFrnpjQr>Sd)sf~b!eaqq8#PSGV)~;VDKav4lW(etrhuYxMMuc%)pe7<L1cH
zemBz03<`UnY}p^=`BrJV*<Q${9-?HgAb2Z6a0rE>X{(K}8Yhc3+w{qOQ6pDF=jyEO
zIAwg-ru$}?G&dIebD+FL{{m_f3ul_!54tD+?8vP3eLA;0O{|`1r%=~`{TwOR$>`k}
ztB7^zOx>1eJyM59v<MMKQ34e;v)bXgQwK%Cj7T^qDiVjRHgzz|z^lg|)$qCD_sll=
z9b?AH3~p;~x%+ZFE%Yr~Lz+R)V^7>_))T@9=574mm7CwG$-||5t^2!2P)(HYwx@j2
zw0OJM<S1~7FiE<Or5F+X71ncbdar1=C{&LJcTvVOGeUST0e1}Vn@av}*(iS3^WyI#
z1=2g;t&p)e!^+o0jECy_`@5Hlz0cj=ALhwD%|yE?Q`xRJh~ue{66EXb)m)5-Bl*~`
z5*2!Nn<CIu+ZSE6>^amsf3AtWfNGPy^pTU8+2Lut#K%99+txQ|WcJ!SEL5T%;)rh6
zZe0^C4V%L$wS&3K=eoNI=|ND*%f?!4Tc!IT!CYPf3j%4K9Rqnj(c*s^en?L<{<~Ed
zj_-fpu(Y}#kuZeM_&t7PPR68ETVc*!+w5WOpxef5rSO8@Sb=ums#64ZEUvKeoKudt
zC!8x|F7`_gFOzbTQ)3lbd#DTpRfsWRb?k-)#=`Nwv}=lz@CfN{__rvos?s1~T=*Zj
zt|*b{G$nP4Fhipt>Cby|WB*)SEy`B$cz<`f>gk8N#4@FHT`|IBXp4`^xyTi`vAPtE
zt0}8xg{>h)p)paoC;K&Lr#bPSc+?<}J$~-`q9hGq$<TihHWFt%vU5{TxO%zAyihNE
zDK2ytW|9Xm`sx>u?E86Cl13(F7XJI}zQJ7lm~lY1fBulZ*M=-V|NGcEhB9UD{&Stv
z{r9h0QSvJ7`|P<r+G(YYy-Eq=zUS(Ufg)U0f!B=_?=cEkSl&>g-8-H6QzL`yyyT(m
z&hv&G-|oXD0&F|vLP%;aZ}bAcu+hteh~aKYJYYvD0mrG5g-80m@Z47m{@z*c08w{M
z^H&uf139?x%hn+bBF^O`=pXa9<)d$#KSJ{`MdU!3_YT4$u10Y*L#x@utWPS$ft=K?
z_}}$KxJdo?zZ#IoedZ-5(zgjx0`g1KwXTXNw)69<62<u5okU9IA40@lgnlhzIAP+m
zb5#*t@0KINh}h$fD|0zR4_L*Z!b|W`2_`7qe7EsHh&G?yC_UmVc#1lvOyb#>*zpAI
z;X4bf)~8`=3m1yIkwKTZ>F6SRzOX;LZ&ZcG;*eTKkU%8XTVzLxsP(2ZP?aW-vt-qH
z)$q|cRP{l5`MtgF$j*>F!=BvVpI`d%hzn}D&CSN<)ZxEZe86M2)br{ZjVO)E-iVRX
z!y7cr<on0E1B{0C8jv2<Ri$gsKAk_oqQlz@0L#T!8p7MRI1gs{?Yo)IQea?T4#=xb
zubhrr2o|J0agnysLi?|hZ>RKU@R0vMr5tkp-R4%4rQLmV?WTqwCqFsr-JsDswDqzj
z1^bAGI~P|jOC)PLaaniqw(n+#+erV06fnv<H?qx^L8dRAWT!pMDSSoOx!Np4^}ZL6
zl;j%Eq}(LcS-So$ny#&J_>nBXw!z5gXwGt5;8fi#H1WNiuT<0UZ+&rk8{u`PU&pOh
z$(-ApYG3w!9J{N;mV{d^O~PVUI#<Im7}wub2lX>_B?u;h>dJ6Rm16PJC-(2F#R0NN
zceYg^RZ;I*aNAj}oSY`T4bPeNjSZ;h!(XyXjlPxU;wJ3I;#lCOlR2$NU~}R3JSM=}
z*^rfi3J_12w0Mi`-wf*fP`qwPb*{+-Pw3*)BAi-+sa{}u(9B9Q;7k%%W?AwZ4`Tk7
zdsE4Rho%0lI1@T;UXFZgr|5c;Y2+yl_77HX_h7EEb)L@JX-{>zJqr7zD_dBdk<-&4
zyB34lESgnw4xK%LTKK3wvlcf92KzxtCL}B&UG=4~s*`l9p$tAmifNB63fF1$^pnk`
z*K>)Wf9vgLRhs44BvHopA6_tB-prfwq6`rdZJ-(%eNdlxz*u#r*<UJ@%TLmAX01PL
zDrYhugAqL}TEFFSd3o)+wt~revanVhclJx{r)1mV73Q~tKYl5ez-byei1>(kCEjDZ
z&FcC!i~VoSXL<vESC=)}()^>C6@8M!NlbsPTr#=rNsH$dy}Z5o%Y%i|Z~so>%ZRu&
zmFtHC#jjRecUCSQ-5r{&&8@W&qW%~Gx9A6l#??2M9?|jsQ=K#L;;ZD|;7of@=B&Jb
zf5c&{>;4H<1|OJSAV&U&&#!n857obH(Th}-ze+ssc-BKDib+t?!Jx|pla9QzJsF)5
z*K?pIA4j4eiJep4P-UP__|I+qL70>z^F8plP<IwF@;BkIbSHjHa37@Ce|{l#VK+tF
z%(hSeci@7lYwf%A7d;)!@8Q+K*S3dDNdNOYX+)>hyhJ|fKLxL82HB@M!X&Ij8B3gp
z&?lg`aKQfDc=H42E8L&`BrINIQp3tr&ZJt`B~6o?^7N@^^WUuEZENWEOfS;jy%?|`
z3ZAGq?7oJ!_V(s-VmNwEN!VGeUaxZfE%|8?_8plewydlmX)e52&kC~u!h!EmovY0+
z<xt1WO{?AB(N;Nbk0%s|(;dLU?$Ud8C_N+NT260}_Z$6^7B0bXi~nqq)oZP{ui_k)
zohqfJl_R$gx!<5EZ*bosXlK0P`qWz$jnf)XA>L&7ELPo?#Lu5xOC4qt3g?#xHE)}h
z7oOm>xAO?vbtKR(Qs<oFlV|^~w9Lo5_nlzxi5pSMIPoJ1%ShC2Qj;?WcViq`l;sVM
zTMft_l1%FLY<B&qtq*<b%X~x@K}n`Qjpu>zv$^~_{aRUW?Q=cEoyIZ65h^n|Pi2Wo
z*(pkTy5Kx51IdVwU8pNo)vrqSaT9G{wEjf5`&e^rj;n{<GgQy36Fh~`Biby03tpEt
z<ef^?neHgR{D`;vJNqwNPF^^rLQ~=ziLGT^zx~OUOCYJSQfZuK^quJtIlB_O2bPcQ
zz`y6Wpb|yP|6K4|^mLqF`hE=HC6_I+*%0?D^zn`eAP2MFW5mB}tL=k%{F-h9!k|vz
z!xK&s)|OV7J^1JORqcMo+;8J?`0qw9$-Vu+<v@8@0uu$9?{11o4ZFo=m?EKYIH9*2
zCOA_cDD0ifl1tr*nEmAUR6Mcw`&XC)RihkS$`(i}J~f%IrmOmJ%C2_^vLZY?FM(Ra
zN@fzu^zs#GvYd#T2dcH3`sI*msVa}l1lFi~MRB{$buU}i+yfO$_HYE&a9rSV<0!K7
z(Bug8fWG#*^I6e<*MR7;<3{Z}Y_7B6B9T~{5Sr8l*Ti8CT<X<0?efA5E$7No58{AM
zS`L*#dy4clIkM+rf&PBhum`_i|A5_WT58>$C~uucl@a)JuH&52ffQ(?ai6x%xx;%g
zgX!D*k%}J<s%CJS*|+bRhTQ{?8tgRbe_sZkAd;@PGNbX21okfeq%aK4+&#cTIDknZ
zYWBo8MpD{V4QBTxy}Oz|c|U%aixR=&t>Uc}`X6jkl*7#apU<Pk5hN|b#jz3Y&K&!h
zQ$T5w0hS%EhH>xU4w5i=ndkUUigr^36mi2V$uhG9R-qj(sVifq{a5~;a>$@+#wje#
z=|0B83!(tj1w5tA!f~Eoi9{<9E8pGPv)dJ5dbP9AhZwgaFE4CvehK5)SdCGQ5?-h4
zrF%}AVlrd(<l^=X8_V40yjRiDq;GV2w@SdHF3cdNDlF>XH)*J?KysKD|5W}p7tkfK
zFM#m+X;Ev4TR@R5Pw$QZrmH~<v!8>5VnElThvhQ=X#hhfaxQ$D3|5V5i1OF!#rdjL
zs3F<Cy{Wo-!SL6s-m7J^dr8o!{_|+UlX=-!^f39q=S^(2Dzz@*5Cvhpq|@fN6Z@C=
zL3>U>3C4E*Xml<Ts0fCk%5gZCBVXZU4|MyjD9Kt9KH&VFGiQx7jRbyo@)e?&(?(>O
zCUR{Z{Vi#zpYA5ozZ@a)pNHSPRNEJiy=E#uf7FN2@EXUBT5)M|1B&Tjn`Q0A7-thk
z{)ig0V%8axO3|0dChj55u422Z+_-sLTY+d4(zEdz2tYYOYj@?lrmx=~^?SSjLj0fZ
zjk*!ofj0@KB+w!U{$%AhIJ_FPQAA3!?J$o4H7<_LKXK$|mMYD&PU#5j<?Szx+s$L8
zxAq%5xO~i%bg<iz>zsHKITOj#M-S8d_mVUQrg6TL-%|un-nH9CM=-P+ia23>YH<oR
z#~KIii;M4@I}MEUwH3aoD=uA1**;{$J#x2KoD2B%x4Z3W48`LR?ZM>Y(sPbwACR~?
z?XQzu=-gI|5>~Mb4j^kDDxNZ!_^G$V`ZTV{8~L-Z#7s!bMfiU$7i>>?AivO&4fB=N
ztqb{VLO)gUVX!2FRVsK2@{3EgGpe^w2O4Mm1yU&CP%Y|#nF3TQzGGP1eLN4|ThQaW
zk}+aG3$7oyq*y_!(v31kxKEwuJfJXL6H%E^nPuoa$1+dpldWHiVnLSzXDGUDbiV%6
z{%{8rYWwmn3XFy+{bVY<#hgjru<^EL<C;8UB(O3|>bJuz$$Vv<$nFu?!#ZtzI`8>F
z0^3HQbjY8`whGC!>vtzYeT5egJXzGZ(BaJYjT6#;AHL_3_>U20_9xXm1<GP@aF}2}
zCJ(4d45*R+3Fb77oORbFyr}%o88ql|lWE+x3Va%o_vt|v)dnlV!ifVumt(#J*ljeo
z9P<cyaFX+&?8Nw|V+O(3oh7&7XaBPv(wU;0ozEf9%+jJCiPHTPN*m;^NRq1?Nz>Ki
zeWgjVa~Y=1nK~s|lz@eRGz!{dAM5(vC6A7CFbo8YM?guIk>=kWLmf+C#TUvj#t+(@
zF<?F#h22)$NPAs@5lbU?Pcz)KPcD;!@@cexg2X{$x^Y;;YNi0lH9KMLQ;230OO6W*
zk#dLFp1(4^!X?QV$ER^&vH`hCkX@=z4^oG*C$sk^i`3@VgVfa2udAvUU~md!ha)h^
zvqRHeAm^B={GpeZ<k+L{j5Z@>R9x2+WIzOP>hx*UR2Vgq1q@a3Ub>qpAqPUzje#t%
z38DZ;AloM(z{!gdFjAD4KLlKnizban(U9dxPK~G9bNkFma7(7?2xNx{L5JsKfAanc
zH;M{tzk%>qNK!^%A6fib*(=<z?Xz%gU5`%>N;~oh$@z)N&BE!*ko@DE_(nCjwW3vc
zd*QiQZJek&9Olq-ogh7Uf^;?MGP+G7G&!|mWH2wd`tS#>`Im%1Ise?Z1!iVu+`zR(
zl^f=5bO6QN1+s=+^*a0qAZhU>h?*L3x=qv{zEkEvf{s`q>t$tcd)c%xfGXm<sK+|r
zw=apo=y0Aha?vP>-=M+=CZQ=XcZWn(VbYUyKHzqH1V-8p3&;lA`|SBfVGm)(4L8sH
zB{O>g{ytW=7V=n`*h4?B(61(m+m;2!RRmi^A@a=|225Zwp5yarcX;WnB&RmpGDXc;
z$4D1ng%oaPFkMw&KW_RR>Y>^cM8i}q^@t)8OP(N&Fu~jle9TBX#6|~TBHWpyCxF8t
zxVz1vjFwhbvY`He$>LMn;dd;6J6-6P0vm2L2dSb$4D(nqtq!I@;nC54U^j}!RRd$<
zs@K*PyXrMvPvGCpj@Q=CmaD3&q8L_=3($zr>0Cra1Ui(4<wF8%0)t_Y@}xz_XQ;}=
zxWTV{W}5|pqjw+LA(9ule6v*D2VbqeG7SA7dKiB=bz%R(gtTF(d|X3%5VU=e@C}}N
z!FG|V_Y^EyCC+JAUZLlRz%u3G04A4!UnO7aC@<3tOZMRZ1D6R|=yEwpdJtX9EGd^P
zJI<rx7I^#hQZQkRy<|p4&Mfu3HAY}6$z$mn%#eDl=8UX?94ZK`(-CBU7mej;TSuqr
zAd&$}GKwU7ujLp`z!P%xxG5VKj0-|xD11Qd!^Hx$sGslRG4eOoJFiQ;(`I=o6=@nd
zkOmo#e%hU0JMa{15hmx7uz#Da{e7uVF6!Zf;qmdoz{@{~0Y)QG&a9#|Ngf0IhQ3h%
z<S>sRQzzH3dT7SFcJ%}ORTtu#919@X!|!b0s%B$kz+<)$m~V|uO(d95X6aCoaZjD!
zo}HbYZhL>eJI*6LJh}QMs#k#f?>g#o7P$YM&sTXNn;S?;i$DKaoCG!r^~eP=S*OJ>
zNv=V8wbk2;a9i}xbK&QIyU=d-$(-=Exae0SPR%yP`~=#m*&1jEx<|U6M{J!!yHur|
zu*s~T<bv%TyG}1j1A=TF9Jt~Tjl;z^j=(jH*j0d4fZ8TctXbz*`#~j9YOo#1l_X<j
zMV$3UBZOdxs}T0qxlO45Yhg2!oMrY@d~<<ugG0OI#?gG~{X130=iuBrEcMC%emIj&
zkE4rEdP_hL)hu0auT>)WgjIVjuW8A@lkHiL#IBnUtqOtd*yTnGe|<#qp^#L?6x+1=
z$GVCiF0>I6jjf#}TY1ys>YHu{mbQNLtM6|(@3;@=JJ#$~&DJC>{qy#Zt*xyMlt0K?
zaUZLC^l&3t*p@CeH5F5=n^TN0yE+9v@SBis?$ZyCOG#zz%sQJ==usN}ys`;DdY>6c
z+Kg#eLZ5pT<fk#+lV2A#@`8^C%C*NP&C(1X2i?N#*>Q?p@inFPfutI8jdu<jSH}`o
zI60k@9|NRt2Z)7zX88?kpZd4Ou3S5>M;r*g0L*i*scjR>7EMTa2~KxdHDpcdOOl7F
z<41!59ff)zvApgsc}Nx(5a2M7D+EF|cuS4z$l@>w2J*RRrM;_k`oFZco{k1)!871P
z43E~rrUm4f(vEu%`|}KD2fIrsWLnM56xmu4C@aOVg!C4H-rBo2J~2ICk{D{G3KviZ
z%uUDR#+nN)zgnPj-B4~x4Y`~)EEJsT9M9w1>UsFNN;QwIbT~gpV9Prd%7jQ_`6y^F
zzPJ0;FD&PGhv&gtiLof_+ezK@{dSSb$pU<?i$lF%&~t$LV><K`?<?dc8-fBqiatre
z!Hy82GH~WC!j2!(@v4WcqqDk1Wo|w`>gaqsO5O|z<*NT#Xxe<>=MV<nhcx1akLAOz
zY##H)b*;SG@dPXx<P+Q4i)l-Gi1<oN;@P{JQN&Rqd$RhL{aYzYUc7|lHpO8Ipo-!2
z^p3XzZL%m-MMZ@w+S<wreNl8^c&EyZ3PTC3S^%WWoTb#l!)xXaU5EEO2`&0hCJ(vm
zOCQS)qCliz-1>I&g?#|&Aq;#%EkiQ}NUhNSlRk!$L*yTkh5(<xukR<Z4*-Wu9h@5i
zl3OF_5xJ|p=LuOaUQWj=>cA^cKUzP<weHTX*<3s^K$<IXlOjr%<HQC)U}c%zLYv*O
z(tpIN9$VyVn;Gsunq}-C4(==-FQDG`;`D0k{Gl2>paWMQ$cb%jK*uf8<+ZnZ`{D)f
z{%H{*p~E93!NI|fK*Bf{av!7tAzaCxU4#cJj+_%Z5D5sQ^U@F3;4QrQv4+zs+BNJb
zPp|YjzIN88528jrDK(l+^Tp7?n_xsJ!Jq*d3V+N}1oika;MUr?xmPciT@$o@dzj=W
zulml+5YY9?klpoREj<44YZt{77}d*UI4v7x!){RJgx;M`ruo_&V(de~;V+~wzG}+q
z`lfkt14<Xz<QIl6r*o;#?EIn&=NMz;xVgUf;`Sfo@?_p>xhk*4tu6Nv@9o9<+-r$q
zF7<jwUQM^qPW$QOo(3l%XC*OjRK=vR7+rpXsL<R10d_>Mam5)R#bn^E(3HoTTpWw5
zaYm321fw5o1*&;bC}?j^M^8;n9h@A3>sI#bi}>p9#`r-DJoPBE_|Ahip`v#5(mYX{
zHy*rq3MtDBg$+I^&qBM&3%pw5^lkPX=q#hK$%$Jh1Q<P!0f!U5kiSL~qy}jfllfD7
z^O3QTJ}8T00ivq-NDQnC16UU?UcKVsJ9`!+9p8Y?Q||=K1A~fn*s3MGZJ*UW_E;)E
z0!7Gy4lx_cg}yhm!k=sDHR0lgZ~qRMdjb%cuXakY)%6x8y1EQQqp%{sOVoyZ)T4I!
z8{{Q7kZddtutl=mbX6EYL%%G%aFX*GMQS;#{DsSe`a$HQ2E2ogd?RUN(SL}NnmLR6
zWe_OI?Ow&(FXcS@BG+`t!xs1tz=VK6&9j)-otCI*@1B`i$z^@Gm1OsJPj96GOk(7J
zP3m3NJqo7%Z;qc9b8(K$gc=0<M0h8wsfV?~@XhZ<w#*UplE2qpTcI9KP^wd>4nP8#
zpC2hi^I~AbdO2d0)s0dw>K9NckJn<nU4_a`em*{V$fDHN(c#z-;NhtYJk2E^b{3*|
zFM=-7W~lfW=CwBAZ-EA7-1TO4xJ&X+TD3UHc=5=H5>b}5!*5?1pAK+~fRc#@_SUIX
zvbyQ#pWr5>0gYIYMbI$xxfnJxfkR$VkyTv$wp+FLu6yM+WTKsOadG)8pnJ|J-Zy6r
zhwU&i>(g!fYBN+s1r?qQ&^Z^E_B-S#CeXyL4zZ;bRP0!MzdIo`238~za3EgRxVAhi
zZIM0sUWV!s6(TygpZ{Lz_R%Dlw)y~4v)b;qnt3*yHfeU|V|JQ}c2lTA@R?(+pkx6~
z66I)qVIdW$`%W7Q+$rmr&`eps;{hVgh?CZ>{|6V(W}`|iny+plzm~tsu+)wbCTLUI
zxo{Z}dFp|ifFWu}Q48#B9)LEhskO7X{lRu}15}sIKSl;Ow{IY4N1Kg!@zcL=IdVO#
zJO9V*N|1;Tv`pzij8Li9hlq?F#dIvJ#Y#N71k|lJ>jaQy0ps4`=d=pu&E;i@Khu$^
z-yv1>DFngQpvfbjtfg1pACzrUaY0;!P+fJ7d9jT3>0u~37-3hyJeKm>LJO*h?{|R7
zX6QC?cml!_a#rCosw|<@LHW8mt#;~lbP1`FJ^S>yo^DmKZZCDkgoRv}p%KPi5!>ix
zv?AWK*E;}Y*Z(4jIfXAQKqz)_xprU5kAgWA0X;J{4UO^2*E(SB$N~cj%gYOA2Kg0X
z;R9&gtgzikz`(%GnEaeh%azq;W>k2GYN%4={5zn621Nneg$pO4B1D;2C;a+~DuD-t
zlFlM%E|r&;-z;~^SP>HyJ=fIKw7I;$XMbxI6-M(Te?P@^GPGHflIwKoR=AosKON++
z*Eja7&=8XIOX*3Hp=5{CCUy9wDkqQlDNa1Y|H|(=mC0fk384v)SDGWm_y1>i{jcOM
zfzk5X)Oz=dw~$ejivT11A>UuX(B%$Z18;fd3RyRnmzoSZ48TAr2_e5-+@=qQx@Q)^
zK9-KfW5y{G9p&FR>}<|1EMK!)XSS!<|LgO=v%R6RRF@uf0!>-k+ucTU8$3a3g%al;
zJraeHJ8&<afP%mT$VRAEXS+lxgbwkAr}``8^nL(Mw&TvGBb>BpKzp3+&Z5Y?ksJ!A
z>iJ6%`(M!^#`oMm#wVTHr-yQDD>p{n%zs~&g3)~&JjapPCDT&vrtwHDi6&uEpaJ1_
zyGUS-)XixE>ed~r`5_QV#<qQX$b1$KYIu5X3FX`71Ch&Q2^lHB&Wzp*#+aVk8`NK)
z3)DT8#8+{>faQMT;4c?#g(5B6U{_u|x7*5+GJGF(BbJ`G@Qr2stnl?TdI<&&jR76F
zFn(DW84#<UWxFpedhE0jmtVR!dWhUG{&%34m@mD&K>3jZuA&Eg^F0tm4f$ACGawq<
zhw4|7HA@h6f_mMvhQEA-r?mc?l<x<Ts!v9A1Ti*vFEy1bj8am2g0ej<kVjhA@iOJ_
zmh>+UM9Um~%t4}w*Z*mGSdUySkS?9r7tel-!eR<cmdP;hvwO7Ei7$o=LZSHk2W`&$
z`r3Kr=KJY*WLsI6cu0l~528&V0GQ-kgcO7|Qu47{tmwS_pYML3gdIB#FNn>UnvSa_
z-!G)jB>N@HPR-}$`VV@$t~zrokx~M#g@+g*@kUUSR%Vp|{8RoPK36Wxcb_YtW2v~H
zPro>0`B9JI<iV+nh#;VxuPJ;~X+#?kz*;$QGgnt-+0WAVqLS0Yq9`h2c%2~aaw634
ziDPW+wzA}JXyyf!y1W6R46F80iTTJ6`XiuZteVL8bp8ubPpg{)RI}cBlquA2W2O45
z6r&_za$!PRJ4%L(yI^t2HsMpyNT{n4EA*eK=eceX>ZRzeHFT~p>0T%g!=2Kx=&7?2
z_7II*4}WlD#U&#M*VS_3@(IpoF=;7x|1&Fzbbn#$BD>;nb;p1CaOqrfhtXf6|G1vk
zA^D7;#3byKjuWv5D3(!iko>jlL~UP+uDXWK<v6_BQY0k=O5C5a=|gVJ2{kPg7VDj7
z$3sokS+coL$?Ifz>()7xzsqM>MQi%uIg}NLpe{fupPi<II_U79`=iQ9rLWJNR~)WX
z`5zPB&`&I(L;mauY<}Aj3FwhGQO)Ox9Y<>N8=SZ)>3WCa`Cmn08HfE&(yxHN?a}Vd
ze^(9z0{sEJrRBpLWIF!FO|vu?<J-KYr<)@Zc%r-v2qyNM6ufw`cmJ!z)MMwrFJrOK
zq9lpGSu%a@$xBU=X(7JoNViq?O1PzW{WzQeqWuL8b5u}1l;DqMZhC9~y}5$W_#%-d
zTneSDB<yZi<96YL9JmLa{vY5FgCsc1PudqIkQkT`C)HK5!Ftf5w6?kba^xWlEdX;f
za>51H19b4DGg~*U=jgHpD5#*3wkfwhZoU!E=&XaK4^c#gg!>?WU4gUX|10jw!>Rn*
z^==N8%%#{xAt^*krVP<wh)`4;5he6XDT!VckwROMGSehugGgoxX;8*~l7y5o%9LTB
zd!g_9&hUNbcdqN4>+DNi{;=O+z3Y9}^W4vU-^&UTS?uhJy(jRqV4YKVMJokap=)cz
z39>~G%%_NW8ucbLbn;}Q_Ivjv2RuYi2TZ<}q1iqM<Ksi(o2(4@f;3;33tOzaH^URa
z=+(7Xr_fYYdt`+Lf6fQCY_q+-f)KU|#n#{d-G!re*s^mD<aW=nY$R4=Q?QuC#5t!1
zx{4^WO)$t`NLeyRe~q2Tlq55f|A2~6iQM{IYf8C*=Fu((hb)(>`PTluyMi@y{+@xS
z*#0GOnepo=wZM)Jhov#GkOc$>d(YtD{}iCqwGo>&)1o2X+i_brAC+9a@VVTcQKd*s
z8(;V59}AsjR6M6Enclm+_)HLGYz7Kbxc@D?N*ZlR%@!?n;{+uimF1^sw5Z4t-U_)p
z!|Np*HtXv@N4f2l0y;dmboS4niq^2Thxmc_&}e^IGM4Vn3IH4;A`;bDxMoVgN<$!w
zo>bPr8MQeqHtd#=wws~Z)3Q%qQ1GqjZJ!j)-pp}@R#DN{>ZGu$U!%hVN*=HOgS`Rd
z%6axtlV}KxOrCwKxMMhOaj>)Ly<JqAVuK&w%I`1b-mK@_MlwVrqwo#Y^^?uheI4-{
z6fN3w^xiVDhS{^j(EtHOFK1r9oig)}UFl8{sqU=Nfx2bJf8qtU#17}g1%~$N?@FoM
zb>m7Y9w@*9Y^8pPu`YO#G0qCmbf0~|gI>EW9AK~K%N4<VXx=UzNJvRZZwp)lf$q~`
z1E8FShK4kXz&9}kMeji4H{89uy>h3KQP8Peb%BZ1Mk_Y-54P0^-l7kJBqhO2iTx)E
z_eK{6BT}d72WlbG^6}m5EKwV$DO?n~+B$3T+#yjC-YdS-oulG(0@=&{uBM@u#ulHD
zcQ1xQfQu>7Z_KvZs7fN+`jn{HvnM&TD(~ODinptpE-x=14NXyf@g@izmk8GI5qZhC
zZ@q3+yA(=Qj(3FCS@#M|v>lmux#C6Lg{Gcl8iOvW;HJpkyYo!--Rf&=Aivn~+TzOl
zs;a62sB|7AT1$mdE!CBk87j9E;7%~FX77oJ@8&5r9PN<ZdG*QJzRZIuLC0h3q49~s
z?tDc~tf}D+%Q0=WF`pmoBZehJdS{?nTI$g2ysSAT)R>I{T&BQz*RD_;d;nO&j!W8c
zCcSt3OKl#QTkPD~TK%_U1@2`nIGs%WTDa-jMcSi&y}=)~YNA?vpX>5U5->q@5RFfQ
z;{yh^Czyfzw8q*&2S2@5(?4O7jsLNG{j%m4cAIzXxKd}GX^z}KBKhZ$mftaPkC7|4
zYWT=fA`a3!I#>JVrHvptrWA@um-&_wwl66EgGST}W9&6Mv_Za?r~lq|x99y@HFuL4
zm!9WhpeNbw=h@2~HLVvP3|lq(vPC_&@5JmCK{r5F!7(wVa0%UQxIf)PXzGw+{K8mT
zbW!E!qRl0BBBG++`=6MIhYXtuH@uzX5Nc`7d!Jw|d!x3zHYnfHGvAV$Uw_+JGR8<T
za!YB{v9?MSQ_|AcTy)LMuBR@h)4TgaN4y8~wvg8r9}cicR@s`~+Xa&4InxBbQS&tW
z;FQ8c=`UaET0P0g*i|hH84+Iy5dL<26YW7V7onAk0poxmSm5Tt$`e2M1qR2NT9iwV
zi|gqYED%Bd_Q5am5*)wQq(r5LM@0n!2E1F<U%@tuQ<zsJCvGB>^7RFETIS>r8|)Q<
z6g9>$$teEWL+i**4TAy0*KC7yz_Qr&LdL>}YyP+|o<I6*VK8zK1>gl)|J=EAiNahv
zVDXA4x!9I9hw>Qqs)5L1Ks!`*lF`SN4_x+UjMlNR*HFC~Xyp?L6R`7=SFdK!5-oB+
zIvMSU^$oWEo<;+#YSmF2P&ZrUdt1Q7t#%^yXjWKGU*voCBRn{~T9BBdapK!mQ(No1
zzbu3;MPT)wuYcU#zND$1iTV$p4snyIsk5dtrPE%GiT3Z8pZP@>9Nhn|uzEN~3M)on
zRoDin%<*&k+Q{9wMgM8+mv>_<Sh@Y2HT{#n=;4h?#+q0j^$y83t?B9Te*;xoF1oc7
zj3kOsl8UWE*B=qtx;4?~r<wjy_fL6K<_Ig-e#t<vJ=XQX>}UAzYUwW)OX(g4W5B$}
zr%b_<%%eedSJ_SPmGeRNhVJB_iJT@rpb4>>IUlkpqPjbNN6qQLfjmfi9I+g`m0G`h
z_l~%AER?hT1licxQX3*-8E-9&qN~KjdWmJPHTMh+k8DWg%D1g6?Dya5d=*AUVb4JG
zYjLZ0@8?a~I!DhdmT`t%)0;C^gfc#QU;AhFKKnH>u_CSw;vsJ&C4=v2Qm@9W;}19F
z)aFuZ3J$fNFwCIMm@z{_T3W}!K?)&D#-+^|_7Ze-xpL-Jt>m=@d8mDfZ^sIhHQ1fh
zLue)<Ct|0R8f!!@IlJE+C<h~NgX;Lr<3Dj=og<8G+c?-cIHu5mMme`Hcm_ZNW=b@g
zeiWtZ52<H*L|92f&!|EErEZGd)}6IO=122zgUuQu{-Oc?c^`9!>-Ne}<Cy4b;FwTw
z&^Dsq#xhh__x}Bbrs1fw3maI?P7`c8l5;jspUCpasDw{st>c%<GZ{f}b<Wh(i54RH
zdwt6ZUMc>(gl!_2lfPFyGx;dV-TW<%{H3FxEpSi>^AMU&4ug+j^h7_H{LY-X3ex|<
zW&EFB#lJc@MXu#v-lK%Xw?4Nl;C<vBc~?=vB`D}uS!sMpSVizqP4Xrali(E1WzGqG
z?KPS)+aI;J2T~((DTQJW$_~hXE@6re*5r<P`v|+u*7TX@jga}V5E`SSzdjIX7sV-6
zjut7#eu=88Fv(vIQ^UI#D;<C7(J-BP<pUCWNlE(wyJx_RI-VR3C^>`HK^EFPBoiTh
zL|8Y$b-t02{YRsQJG`3oBf<tKd+D^4X-j$^L(E_Wpl3ZWx~gCBkhqH8D|T@u>P0NS
zB;%!TqPA#h^}9pV6^eXLaM7ZAw~wUTMFfa2hB%Ox19VA1nxS?2v?{~x+j8P8;tDMK
zgPWts6Xm`!@!k`#+bDp*$`>($acmgQGv25AfHMUgX?orW39UxDQ~lydT$MBb6-nOT
zDeKj%S7|hqG|#C3p^J=cw-{urO2<1kLcc31DJir61uq<_<|62-2HYsg{?*^PvfV?)
zp;ks(OS3r~$#1&acELF_KX?q(lO{}RGW>vu_s!eNN-wm^;*ea!u^@N2zS~k}L8`<1
zHR;bcV)vkrEJwh#GIp;Q`waJC8*9-Taq7XH)YNjZn0I&##K#S<`Q4<XB6Lgs01Jhd
zS7Sl>8^&oj0-4&Rt$n`v<VlwJPP_!_`{4wkp|M;=MJURnf8oq|izOUV;4FtL@<A$7
zU@2qy>*u%iE^WL3K0J73nZwZBPEE<`^}~Ygd=X;VIg1o@2Y*ore?9NENh`V}n<SXB
zv7)g=ZGy=MF<!8G%19}ukA0s-bdlrD24Jd7SFSAUJM2}$*5%GhzYrMMYBzl-8zb1b
zE_Z0I?VCt{benfM%3aqjDJ{)sjl5w+;|UTYJUrk2j`!2B1CpESM^-7Q``gP)UQw@#
zy6T@!p_wP~qg_%2jYnetmd%^<AoG=h2?X)J0U$?qos9J8H?!~pcFOJav{M1QlGa^4
z*4>cX5dXu(*!UB6mk?m&4t~C9%8H(8uBJp>5{PoDrO`m8j~6Fys$6>^yrpYE%`kei
zo*ucy)1&Pcn$#_$3tg}cxNn(16=KUK-1kfxbVHmL9({ahKU+Rj>t;1eD%`sjO;p}i
zLuj+7Z@K#jNp2qO3cPDlvik+i&CQjC>1Y>R3kniBbSZ1k;p{$sK|w*<qmUp1GzJYP
zGqMG@?r&F%>F=sPR1tTvq~gQqm^eExoJY(;l};qvXcWDxjNc&(DScyKYZM3ubaGlT
z6A6jRnws7I%<y%GBkM=+=!KmJyhq!pr{}-D5v*sS3an3(Qg0%Zc0SNrOoK+)w(8o~
zD+a1PHU|)ZZ!U7mP~Wv$Qj)vg2X6rA8oXpIrbXz_icaG$GMx6Bx_o*5rNxRyt`XO+
zwZ0uh<UN7(lDHK$riI5JST)dSH=T<~J<z?pz+XG8GmCXaDfJHf4Da7*yr+5RV3L|m
z$$VH`)qin~-MDl2?u*dBe!gaLIv+*|^LcpAVMbU2wIqpEN}*_PW<h}lyl`kqELv_C
zmD#>nSPtK}x*o+<$$a$a(I=Q{6$Gk{`J(vs^7dXTE6Y{r!&!`-Sg`}SyO0ReVQ6Tm
zz!@Du$Hza$47#we%<#q`trS&M_EyV=SO*6RDShb=^>s(GgFRjMU;O%*cyw`6gVTWM
zb+z2}buaFf6IrnWU7;9iUf}(aOLybr)h8GuD%^DDy1f~Hs6V<cUjB<!4CQUlU{fGW
zq1_bM#P%zm=n6MkUW#z&@Q@QvXdYHOb*z%+yY%(-LtJ#XZuLvuvtvgSPCsIZnAMd%
zz<3$9E^zLR6$dhYEu8ZG=-IQHU^<*0c-mlvF_EBFt?F}GuXS9dzt+0oa+FhjW+N)-
z)c53Z&6<4t9A#EkRu2N8sqDo7SH<aYO6|?$CE*HNlpNb21ZlD1_U)dSHXqxhrQtGA
zEE=f%x$wY+tm3LSz6o#Cd3}jxo&~GVVi5Ooq^)uV>M7#VkdZ+x=*}L9G)Z|vND|P6
zYg=2#af*rs^;hpc+z8W1eumn>hog|!-G3kW`;y@E!%^m3X0qyV7VK@D0xy(=5#|QI
z{TVx2Yr^gTosgI+d#r0`4kbUC8K{DN<Hm;UbR(6`)_<Y124|6NnCaSj%|gl4X>Hm_
zcywOKjT?R(0;@mu)mRjxQQ?nHpO=phhCLQxftV3t+MeTEX*#=jv9jxY3a_q*fIQO+
zOV%eCGVwARPIYJF&u)LsAybqD$b4t_n~W5c5_Jyho+B^UGIRa>{k@G2vO?&5eBPL%
zv2b83pfYnuTBIZA`Iofr8NEasR8&8+3aL6S{rCVjR3Jij1hrL(r@&TFG`>3W0$nDu
zJNN9;ATp^?i(mN=^?P8@o?$O@eppIM9)n7zx3_mAw9&joSYP&q&Z#BjpAf~hGwR%3
z(NkZp+j+HMA)#QbRO9n@{$4|Po5IXz2B<$YPu#uxP|G#Av@(^?|33OZR7Z7l7t%gA
zHPs9AFmqqLe$5}UXwf3Lp>z};@Kt_O^=7tb6c4X5lE-r3&W&sDTwP8Pk63c}JNgl5
z)ZKIh=>}mi?G&|`%woji?bs2QH>5>%36>tyU0rZmtg{yB-MN!B?b!o4RYM({p@qN;
ztkynf__f$+L3wwl;%4-|A;tVRvwPFXlKr^OiFl8~;H0#_vkoN>r%!S3@AnhC4YQTu
zy?yYUC9Lea{ikbeKypk>ep?z9ccfqI%xXEg9bXk~6vBEc4Ac~r&qs0bzLZiEA6%%O
zQ;CEV;MC{5GuYt?Fd!KhVhy`r=*_Sip{(-qY6l9hI@X2^e!f$d5#9%!UOY<}gaVx=
z(Oz-n2M^pj?;Z=0DEB^p-ds;$7;{WX`AgX09Ig=TKcJp}Gd`ZJIFK&D_#t=J{T5tv
z!HyD#ON0__qpRzBSa%#5?W-wMo%MU9;OX(GjpzP<*@L^%$Tbv<ip%PWMeb>-L${(y
zE@Aclt=%)oBJLk;)qiV!VMFFX17)#51ZEn8)Zt~lY?Dn?&>-L-mHOv{{TxmpY8;Qc
zh(}LiwmknT^JP-4&CRo$R;N_|Lm4+a&AhW`&{z3ZP7b3#C(6B-jp*ka(^@L8YYDwa
ze^`2sHTVe6U>#>r>cJYISOVDJn<islDKTf^nrACzxv7(9@sg+ncc3wndhDA~V;^GM
zC8P%i-rCDv9FX6K1a7?Wyjx{YxOJfKJlxURG#a(12yxecQmQ$<{1>M$bef`SY7O>L
zZEg0t*VoK|+tT#%KiywAyP3sqM8i?+5;BnPoZ;20EpntX4M0>fO){svftVFKC`_Ye
z9`E$ip?g$@#c&Vl8X0jD_q?pJDAo`i=Y4BWhY}R)$!DZ`^Q%=5lNcA7B|Ja?%OBbq
zB<_96j}{nDeX-3N5WD6sSZmLF@7_HcR3qoRsoo6_-(PAN`LeF|(Lo;C#(3k;unx?}
zzi&SkDUwgEc<IP;6JwtWTe@NhB=IV;NB3!m1JT5b2ovUggrer)FunXn-`MAi(uwEi
za?OZE!fg%i4b7az^#Sc^8(UlA)l7J4;NM}HUkPNf+UoGr6W!XRPUBNxYQio?Ys;1k
zRhdYJt;}Dd@cKz%Gy30!?t9y8SRpv3*Na`fGA$3OkPOyE1Y2uBI|Z$?Xe9YH4ffai
z*ql5-85%NWw)ttqY=i?{c`ijEI<SGZh44|EewdCV*2@}uv64I+>864EA*~={8qw6~
zL+5AUc#GgOlaOewM7gwi*+rhzKDG$68$3jbugL!A0QpL-t5?F(i!N`d{K24ssiM8}
z%V1IlsG=Be&IN3%&Z)hrITOhnJl`_viz7g!MCvP0fBf6K<;qBU6sTK|ZlV>xuZVr5
z>qPFMfwT)BiuQI><S5{c5ocFsa4=QXb%^JQJ(z+)7r1m#-atFM>`4SBKL4Uk+snWG
z1s4S!4UMxYn#-LpqFj$Y(fyHlkz)KWPMVhh?UT8#>+A2o39WEh%zU!f_ks<_?xtvp
z^<Jk!Ll?LYHu?;vuzpEr!8)6K8|V^pjq<cZJ9XjN%)u}9N&ZHq6@lkLK{(alkq;gw
zS#e?eLE43g7~r$P%u`PL(t<NeT^ZA`6!PDWUf#CZl_hQmnlPz=@j+E9M}SW9nXGCj
z>d*gSS^KXF%71tC@#6Mh9(<zyoGga_A8KLXPb1ofhFrYt-c>d5$@CE7#~m;w{u6RA
zWqt~GPjyYkktX-iPBMsTi~b36U~e&NBP!Z4^xXHs45M?yZP;~T-FsjzfP@64N?N;e
zXMGfT9&`!nB><Hg_4xn?EPoMFaE0DFvm{U#3Q&1<hIx|5mgPIqe<8pBGaO^;c*D@J
z9AV-an$L#2cKKcukk&{t6<xl32J%-O7&>(Pz-(!PiA*s<r6K$ev7AviZ{HSyPMnaK
zFJ#}l#|~jRF+v9mz)D__dHJ#@VlfhQZXh?kB`zpCHVcm5ck?<wKfiLUvI#Ea9YqaM
z-&CDq5qR>)7qcX#qhIErTQ`qJf<F>29YR6@Z78-C=Gn6mcD=ErZe_IA9j0=Nh}Csx
zU3%dG`9B?Y#v5l0eF^IUXuwCj0O~_qGTevOFiy7cx%ZZe4}yTObZxGuMob>D0wet%
zQuaMEPb#Z{AC^cldXX5U4UckJqumSO^Fo@4rLce|NgF{Fkxn}X34qdlk$+VINWeW*
zk${D-m@zF6Xa%tLXVBF5yjJR7FZA%e!}D#@*<OgiBM4l@XQs_s#v|!COvjNp)kb7c
z-JXLh*_{+UJnP<xwyRJzxfkFD3pPaP_sgPD#C@7I+`y62=cYn3RPeA&`V~>F5nhfv
z%r-myC;=Mk9YQ#>f<G+?v`zy(ph|?wSWW%t+T?$nz72=(EF352S1$DcP+?li#3Mm2
zyAUR|>KYnT+uGXx0F|7qj$mq;7LN_Rp$Pqi_@XJpQ?&N6V_0euFh0UhaU1CJ2c4r5
zc8*w-ITa|!KW&1uWUuQIS6Er659_sbbjtkRTgrSw0$v0MghLOL0BL7@yB$XAVd4jr
zWEzKgqBin<8d4KOGqV*Pb?@Gt_2v)|!Bji(;fPO16d|Lgfp(2+uUxtc#lprzQCGmo
zZh~$0D)fvT`-fp^?u)rXSpiBeAPXc4NkL@b<GBKD<Gy_&AjtYyjJEAmXeHNnA8}mw
zhWvP<RDCTZWM6%z3qfLRibkIC7}PE^CU!+x-wQZ0T0(Y1w4xOVl41dQf+)lCEoEjm
z6asD{19hyuTCchfGx@H^`Vne;zAQsQib6b4_1A0zwb4fhG-l9Z<KhT|1DHsI{U|cJ
z`#_jzAmmDt#O$rt)-b%tOF{Qqx^$^&`%!0So1$S5UOxlB3aiR|+Lg&ca3SD7lF%}E
zrl!h}l8HFg$_x6Z<~)AP59V%oVmlAwpW*QD*@GUKEZ|n3;e+ymQoA3&w2y#71}>De
zPe>Nj0bL12-oe9AcsM^|{gJ5%DbB7P00EL1oUmu4d;BzfYTNq+w@-MP<FBPcA%TQT
zRK@|%*m*0EAP`W<rd#b~uT7XFPxM;KkQouNYFHT_f)CA3z*FUE@kpy0D<4^SVs$o#
z)6_)Vd6n6N=}5i{4n^qORq+tx-wzY=;kL`9z{FE7`KTr(HRt;E>k91xQoG8N+ZkX}
zE3^ai?G%29)GMKeSaO3xU*}S<fNGM=r^ITHAFn7tb{BELjtNoAhMV9XJsu9l@*d^_
zk5TKVues>-!zL@HKI&Jv-`aMw7_7KDmsbgWU*8tC^`V=*X9Iu_t_w{aM7~nFl+dK=
zi}ys#VdLP?L`oL10f}D3_g@&=pyBGOszyMPrtOapHw3^SBYilNa)f1DA|t);JYm=j
zK#@q|$4#UZ$LU91IC<<|FFhXl_+UWM)sT<^n>A)h3F8|@c<-p;-?4XZ=i{R|`CGmT
z%vmT%PLH8-WS&kI^E-A>=pS5*W1Z!iSSD1D^?crB;X_si{fV=b_!JZrP!84EK#jmU
za2h4c-@wE;l=yISb30Tcsd+w&Nfw7w6LX|l6C_-P_T<R9IJED`B)3EraH1D7q1{Qt
zz>gAd+mKkudNwYyW(L*+7&Rp!2vn}GaR>0d&8sJtH}{TY>S@;lvw=Hmqik;3A7{PA
zshE2vpzopDn_I5PxPG@xaIt$Go*x&e+BUu%Z3a)2oZMYEX1it8Jrjj?R!<=HDgI6*
z`V`J>S){A~^19sKxrA)9YyvNDo<&UHVDR$Hb`(zLb{~#a=+$PQN>BVjVO&4s#d(hB
zDhvBY5*54V1>>t@QGeD<!S!$%CI~QGr=UP82Bvc`?KHASLRGW16$53;2ZVY4o}Qla
z1M<KvH^HBjot>TRHW3S0^V<u441_&>;(|xKw%#g0P`M97R>DD3sN>+^ps-SYJy(MB
zZJy)9BBvYT^4C6xGcCjm#f2!}^zI476~y{(-6qI%w02HDAx>~P=7J(zgm^z*dx(i?
zS090=P9e~bvv1T`i_z!G!*o<xyaG4z-3a#m4^z%9Ay0YulC~%jR>;ABEE+uy<cMHo
zz=TZ$g)Iru*a$*o&6;;LF(8V}nEQ{($b?J_*YUs8u2A|*sTXTj)%j%}5`%W3G<>#f
L($`AXusr*3H&y1~

diff --git a/_images/piline_hotrod_4procs.png b/_images/piline_hotrod_4procs.png
index 73e321a664568b70307411b7c180e545ad5d2131..21764dc38e785af4980f7dc90626e1874b9a105a 100644
GIT binary patch
literal 133772
zcmZU*1yq%57cIQ$E~PsJ3F+<*m6DKd>F(}s5Rgz>kPemZmJkH#PU-IcpM8$!`|lms
zF@%A#-+10<tu@!2bG?zuin17}#HbJm1mmTglnMj_uMUC0NgyMFfB8aiY6iaXyGU!g
zsM?#kxEnc{LKKW#9Bk}eY%Gl_-AtXFE$!_%S@>AkUr<`OxHvcqu(I0z?-y9?oy=Ls
z%AN{=gP=IbX*ok6EHu!+FdhY>ZV(s<<fW9jn#ZTT1$Rx{sVStRL!10d7KQ5EAWEJ+
zZmYd&_t*_{t{$n_LSpV-T<+eYYPt+#1>+9-CwNU3HW9{fYM+BCTWowEmrYF<(rx#~
zgt9kho;Pv2|5+pp+{@y>)RoCqrWZq|3c;3ueo>KS)@#Ha{J{Ks+U$6>=jzW#`<U6v
z_9AndzrP@XTufC_QDHIronf~%41<KYMHIE<-_L>reAf54KcA|0-W;~tjn}Xh#`))<
z&@baOxN4(`nlE|}+aBWr;gC9~rU?H0`Ezu1B(^!6S?zUhCFFfE^vqYk#S8Bvk8S7K
z_HP_QLgYX(NSIMO8+xI_N3){_JX8csa-oPf`7*hVYrR!fRRPh_XtOoe;iiKhR<?hC
z>Gl5KWy%Rl{q}cpczp1cPh*4OwO>@5$;!%#J3Dicl9o1_C{drTHbFwfB(+Eu;kB6#
zKtRJ6dx1}~;geEOSZI8*-X9SYqc)?jtsP}PlC^SkzN^{d#XVVRU{KJG@pr8fGN_XJ
zu}MgxOEoH2!9~=2oiiF68&f9AK_J3jXYJ{n=I8=-;Er2;Z>!8l$h&)cscC57FflPL
z#*1)dVh95*e;0Pl%*;d_%DC6rEp&EAK27}a0nysp`n%NxYQAi|jGSD=%bWb1DE$8Z
z{;l6%uvAo4VIb&TIo_8C7Gs}LI5;^SPu5>1Cnr;Kaz5<}$CCB%;JZ27R^9N+7WOuK
zAMnc0PvqwEFkaC8fWFRk>laM9c8!F-J~_CK#E&1NJ3A$sum5~pKK4lCFpV1R6aTvn
zy16jP1VSR8KF_PKpWfQ6i2MxaD<vySBOsuCee)xc2D&TQY-hP_X1}9=XDG8DU-)Rj
z?zk#tD%JxY>*(kxpYtE|TKlEAswy@i-y1a|sYJPFgq&vRPR`D;lWlc%ywKaPY<nPn
zu9VeX^d`T=rPY1WQ<g~C(ZxmT-MeQMx(z`Fe%A>8kN3Rq-@j)w>V!AF)%s>eB_h)L
z%J<3NT~#d7(9l4KQl$2bObuR*Fibq2T$s(I7ag6510EkAACe<4z~{P?JlfaZv#>yh
zM!?ct@H#aiF)?s#Ol7{w9V?oE6)}6HZ#Yws-Fosx{^cM&E^6rLh_(``pc{HHA_goZ
zLW)|q$qgegFwkm0Dk|z%qpP)$*BLV8=(vx<WMd#jeMgX;9S5v|gR`^hj0jkhyPMrg
zNI<dbmmT$qD{y3FRMa3{79<F%s2}P5?WKnG^VGr7avfgXMi&$ao8O(s-eSvKyZe7}
z@>yVizTv5T>owi{{QR$0U+)bXYHHZs$#OWu>9cHdVXx)+24~1X5@u&-C-iDI9>D%I
zny+^pFpSF2r+M<^iJ`r{ee$JgQH%Gb@!i!iB;a)_ORnk{MHxX}g~w6Dwcgl)P4J^B
zMiC?+B?a#Tt3lk$Bsv&Kt<6l(#$c)>CEMM}&CLz5&x=%rk30-;jFl}H#MWX65Dy{p
z*4qO?m;G5hNR|JiUztuFCJPIT3`G*lXB7r=ArA<|!O00WUKZu;zquk|R+=T1Mo^Fh
z@~heNl+l->tON!QkrFJJh=>T|T%~S<@ezMKnP4G$5m;wZekZAY!LQ%Gabi-4l*tSH
z=<n}vU-IqCaH(?HR(YXQJCsxXxuBq9VL@;60^CIx2)W}W|Hl=OPzrNixzfLQq4rYU
z>+~ltcP$0C74Dy*^x&W%*!A^w=#p(MG}RS{7juS61cE)eVQqW(1*{7+i><D%QYQ5~
ztpC7~&lXu2?|OH>+yMs<4?ixq^f%?@Rf71*Q7?VVJ=rD#gQQ0!xZOTKPwM98h8WwE
zK(epb=+Xf;YIryn1@ZXvP0bjuTCer7g4gs+OmNB%lB3`$#_s<d8p0+fF7dfP84%!R
zW?{huAw4i9?0qrrCBMN_vw#0z4lO1Rdqy@rJq-!q*j_fJ@IAu;L4)B{-`KcwPcB7`
z1EJRt<-i|MTX8sC6y7*(Zx_o{sgsb9a9Hg|sadlQ9$0g9cMk`DCQTSw`PGvS`}+G|
zUf+SO$jyTh`S&dK?@Ub@IQN+R!;7)d6$FZ|{78w2wAMKJ?Uq_Ga(vhcP4aS3!=s4F
z0}jp=7)Lak{2yCK`_%AiHtuop@V0&BU%reyX^4)F7Ju{dzhGoJFUNeRrz8*&7bhbn
z1rNzFX!Da1=0#BFQ^O^M&8daON*y?zbaHZv5h*Mw+PP%_dq+!)XlQ7tgbUN!dY6$*
z>2Ln2(R=eIQJgoqysS)~Eu*BAnRmMZWKZLTM%Oe>bIjTAmib=~w?^~R_?_wAaS(x@
zgK=nN2y5(7OB|rvK%`RBTIb`yJ|l$ziQ4(S+Nb;yalHR7^YHHO4qZSoSDDcBS?`;<
zB+O?|P-<=G!ffYiI~EtoV~M$gl<B+I`r;E)QV<{(3ys_$)MB!vrNr?t3knJbHt`T_
zzZa7_6bYFY@PONZi8;+eN8vFwGb6r}{cnBcCdMy52ZQox+!KXY?{m#@u+S795&{oW
zbvrnT@9jkoxPErm9krxqD9XyA!61>HG-$q<+)j(?6b?8LwU{U<IYeR`_U3q&SzcS%
z{$C;eC>u{cQL3F#BfJegP`2Mq@ypv~32<#G*8W>JaLNsOwxwh$6PKqa{C`(7r0Uz(
zuO%A1;k!Cxf$S5N@4IExJW<MGV$d_=UMeYRh`77BaNVSp<dq!ujg7tEDgL`helQia
z(vlHAH7#+lSZr=M@iaEhQ|yDL^XvJgrKK&ClBk;tzrQE>T>D<`S%TcNvRjZQu6+Es
z<BP0zpyzv2h#HR1tWBT2)apy3QmnSi&TBVsDBQ|ZB$Ne;aSDY4OU?Cvn_td$V`Bp$
zQLg*u>SU1B+RMW$|Kr&_eNksFKokSpEYi}_^=|tay%(mYreIaSp12+^wkQaQ_;TCM
z;_B<`4@{X4e;V}~n)zm)GGaY<`(LG=W#s24GOkWLKfd0~o;o`^d%N@=GbS>Kk+iJ5
zeDsSF#l~)?pu3fg|8hGFE-o$vLP|>dtHs-06;sI`y~}XxSMI>n?4pvI8ZNnr4|0x>
zu<efoszOrozsDaZk;qLreKS?~06AyfZcn2x%Ig3*CuPKaZ#r;#T65B^r>95r>$}L4
z^SzmGRM_LKPTck_=lCAYC;lf95y+qT9D`~yby@oIq@$B7`(lXT2nbTGh)fhBA{6?<
ze(>ErO^TWx7s8FMk<~-__nhnMZ~oo_F*-39GKdT~<yM>V<&I#-+Y8$i9snx{MSS>H
z*VbT?36`~*J=k}zvxGch!;F%#^a_^=RSgX(=@dT|`3Qp&RKpH}+GuCIxZYs}7BW7=
z?|;MRCWuk`=o{hgw$z<N!J4!29@*ud=SeB`f#i#nHVgVx=j?6>YA9@7(&-U>DK<w#
zXVE6z-+XCOV*e7USH*uRJrNW)5;6f7F>P&PaQ2|(Wy7<rQ8+(8zaIkwo&8DA-{|V1
zL$HzIr`!BR_xAT=$J`wps%C2kdi+4pY0d%A;hg2%6^2poxQ1wKVv?Ad84Ca+6&DvS
zvretlzewiz?%LV(wp^z!57aSrPm-F&HFIgJx%b(rhHKmK^GZzZANp+_mt~#=QGZ!2
zR;ScO^o?4UIZ)p@wRB@I+`qz#e`q_zrtrSws%D<wAF3gJ`R|@C-rt$q5p9qD9DKSt
z!t_tY#U>;yvPl9LalF>Io9v=&z=j$cWS3~|2w-Lmg{ZzsRcB8Rf}q=8dyaT8-<*)=
z2|UOrDy<^EH(Xv9d;K$6Mud`KXts}^i;IiXggiL_5aXZI)X`b%qww$kXy0o2i!g=(
zU^zQGJIFxlp_8jC_be3kYO~%GAed%+xszYbZbx0ggorhFK9#=r7gOH!Lp*0l>}TKV
zJM~C=Q}or>Fh|fYV|p^j`7cVcdb@GRoZ)laL!jB{QrzFi>98#Jxv;Rr<~4|YmPi{@
z(;hFldw_;5e&xXI@+T!FrMyHE^9+zv9qRzMsa}XNA)8#B2j}nauiM~+0H9}2masPz
z_ks*EJvY}iGJ<8_e2iGAl#OX_zL`N@qDahT5s>s;X%+0o=^ASSyZQRS@87w=ZFcqb
zAxVazcf=5JF0ZYr{+8r!Fb_2@he<*72#bgJPOkjO#*pwRh&Z<S7@TwXq<u)cQUpu(
zO9_G+Wce!7Wj*zkp*73+uFrq?f|j2@{nX4sI`g$^llNss??!xdRFuQ+By-I^i1t%L
zR#sLi85zbT%ylPz#cYw--(QqUzn97h6dl6g1#qa#kr@uir#zBx8V-G+$6&^trn<vy
zx!Uo!fj}-q+7n#GOcqMC2G>ztbUjf=PzN<HDL%~+4Nsau!?Ju`NQj9(I6Ra8&xKVC
zT?LQ8`Cs^4>{ocVXdD5OzZH6kgXi59J28(<QFW~5iwfSCNb1t!cq+T;C-J|_KkM4?
zk;V6oL}6zaX9;tBa)%L(@Eh~XTYf3_h!+qV+-qi3r*gcQ_3_iK4tG`0!grtMI~_|C
zy7tk_#*V&zm0Qif$#<fn7C~L^JZHlH2NUy;Ir6!}?_K@Z!U<JQlyA|olxGZJalYaS
zyo-=}4E(YbW_%ML?zr)W$NZb^Cb^}Mf=!7RKzFDEpRabN_4d~&|3<NjExl^!xYq>P
z@%@z;`o&%9XP^B5A0MhajIQg{@8sSF2eFo#QE;b7xq&UA1Fd_V9N+aERlczEQB%-d
zZ(?^w2P1SRh(Xw|*f=@Eqgyb1^!5zxZ4or5;Y2baZTe!|KYu>^_f$ps@+lfm@k(gd
zX*rv&i{aI?y6_KQFN&v?akf5rfW@K<Kh^Ztf8v+yAHM&E#HgR7gy~x7C&T1y9WyHX
zYX|h-*DF=VnmZM8FhaMFvb6jk{C-%AV#PKp!CswNEBv!YatbB!uNj}ZxmbTpNab>?
zmZ>Y;kxrrBpz<i+6TG9E(Cui1JA@HfxWY~-u3${QYnEDb)bp%!?AY^dX5#B6R~~Jz
zzQQ5S%naWw4GJV_gX6dmUH-dJzfVt2g5;hV`}$mOq;d-j8B5`+QHAu3D`IHX5p+Ju
zeraxKGqdUOVpBi(f&0M~_u-z0kw9(~U#;Q!WgvtjxL2nmmkR~i8|kVV!@*UMlA(O;
z`tO6id9A1zruo9m*XQAS^M8kyX7$&A_ndP+Xv?z*Ok6dUOYnB6t!`~1i15J)RqUS-
zx_?gMHcho#d8w(jK?@^G0ND-7sjq#?kv`A2N&D|rThQX7@>6h~fAP!BL8W?eC4@-w
z{JVI#Ox%F&!pDZ9@BM+yg|9>;8YQ|o1~#W4sl0H%vWj6LIt9Url~uoH70pAp4Ik3O
zB?o1eck|sTKd3l_{)G)Op>H3lYV;K}Mu&f}hNcG~dB4ViW?6Iccg1`5!$LjTc^g%x
zT<`KU`En|cG`h|4t@iE7AMJf8??@mCXe6Y`ZegTC$W)=&DiLWXkF)vMdY<m>CN8&l
z53=}CS9YSy_kPSSR)4YLsGfqqJr#HG2NWtPG+rI&jZ>KN`H3J#EL@Q^D*cEhX@jm$
zEA-epC!`0SZz5!KCLjC~TjC<|Q<rCL5ud@>Qy&{6u5zIL`qhv6bKd62QM2r8IYm+w
z{~cR%M;intpC64@Yb8iwlib8CzOafX-@x}j9LacNCLKXOtC4}JHlrRYx|rA;&fIy}
zvH61(#gKe02va--R&(`a`6(gs9tHvAb$CgIl*{=`%!kOAa1bFCuJ-V;x++B;Sm!HQ
zwhVtnYMGYlefzPgqgWSG2m<w?xv_;ZT={>&NEr4(&CgX?0Z-y=dD8|#5RGcLHR+`G
zN>d=|bh_hiP~hB%YCYfn^#N=>lPr8*d8HLu>bp=Tk(6Pv%dZqwk|o-E7pz+DK2({g
z0Wc8K+s6R(e_=#7m&MBs4J6YN>^!6}qhGy!`nIUbq4!_)9c0MyQ7%jO(Uye+!FtG|
z{?wxW=6%(n(tTfQY0c7|rIlNM@eJwZNc8CB6wVS^TfG0F86}ybCS7I}vZuEVK}9dW
zr}c{uLqT~ecV}n8^0+B4jiglr{@vK@k?ZU4hBFw2$TxV#pPyB}jL4Gk;VQd;TYf&n
zR%4Th8thpz!^mR>duH(mmRvO}m!su1P4hx&<Rp6pypW6CYE1RM@2~C&;@^#2YBT;?
zi%;w$Qcbef$$sQyXlv4?(46=cp12lE`8Hzzy-$blpHE7I?bM&<ec=(g(AH+tWXX&%
zM-{wNI>OpZGk*3%*g<{~M|OiuePm-dz~GB}fP6)O6kT}3uPV{1%)3v^YZj4T_*vgl
zMyYx@)`|jjWLNv=>h2er&<}bsI6-G0k$PHvto1B6slTBsg@>SyJgS;d*D}e2dQ|m>
zhxFq+Nva_D0yY!d%?(2s$nq)Sk!P4}8Bv&cUE%Pw>qfESe%ImWwefrTh=L6!#DYI5
z#={jPe0+7Bvlji`f1xI}N?hS1cHVOx=L?A%oAqT!L^VkJ@5N3+Nmz)B^-fvK8(KUV
zJcuEstO*@Ln}H(NtjFIA`rMiiA{~(sXVo(Kl&gxDcfb>pla$Tr5%bV@%|<lMq#X#C
z$Lg@sOO_uS{x_C)1Oc~a9I(>Si&6rzCJ*>X`>;xc7^`>Y9A|<F$D;u$fp17$^KF$$
z)Nzf2AnI#c8Iq@eFLm4;<iT#pLWY2e7?XR7Ep?z@o1%hlInI`)`H)erq~yX*t_Qo;
zG_7tVYp9@6e=<Ye<;s%OpKCH1vcJcuB#xBoyiVx1IRAMQ62urn7+^$blYtwg@Ko|h
zKf6$qT?oQ%a26aIS9<9&t7CY+MadQebLz^qwSQQs+LYV;dTXd{uyJH}fP<2?C#{S6
zpWL^evig5F8Ql>U=M)m?-E8RkSZB&wVfCTm7<NKGCp_kJ>zZ;ROS#K_#ysv$O-{jN
zUEs_0GmlQ&Mcc3;9z9B0FPhZ&Qd?4CU$C%k+qeG^r}#HJ=p%sc-oe$?bfItUjh&>g
z#A8MX;b{9S7<?X(T`8yM7N5c3<@lhEofws?6;fB9)51}pJ#$tDz+ASIVY%0yj)>;p
zRXopBreF6tx^6VBOKJ>+F2QJbT<ek3vOZlyBo5kdr|sXJ7+(l3y2I~3uKf;V#y%Ez
zKeI0oVWwAH38na)U$2CF%#d(99zyds@h3FKLXVOd8WGPLj^uD)zhicjgQ~3mZDU_w
zfvvQOLTH~Ed$miy-L2FHJ8vU)Mv0mQg4qTas%zJo_!m;jEdUTB5mTn&tbuM<E`lNV
zY&rMwH4~zG>IV!Pt-4etI4?9)RI1y+_>t8?Qwrlhl^Tg!%2u5?|NFco_`Lk`$Hel{
z>csq$nuw7uUK-dH3)+&zV=kxK)%nz%qi(Bhi{X2;Bf+fswm?T6R!J6(G-HpyHCN^N
z=#FSeT0l)Y#M>;CnvNE0+mjag!Y!aF(=#^qOJF9#5WG<G%b71HcP~gHVD3sS2BTHy
z%zKiJq8*sSOnoDZWM{U<x@X3_{#zD-Kn`_eb{z6}@v1suM0k&J3$X&@7a3pG*O!fQ
z*O`-@<l(G_UU#{7mQVY!bf`)G#V!c~;b1wNsqb{_gBc-5nk#`Ig!wM9)*r(Y#us|Y
z@&5}3Ef5Urc)1L!1)Z2${+|+RHs(cTPe_i|gV@8R{|QmK7MeskJ_?TXvchoLn23K5
z`>BR?vkZcT_RM}Iaz56zEg%ujUlHy^HC9OA->tTT1wbyK&nEj)4g9ozchSg5g<7F_
zN?Uw<P^F@H>+$*o1~ckIdk{`3FZ}=`R+;=g6889zmCU~jId1m<Zq#OKmwvTk2ZNR1
zcv{W|l4p7_iavHBZ~kQ<R34E-C5Dl*M=G~haA*KYL{*6_`1&Hnx1RL9dr#%qR6U9A
z4Ep>-X;l8d(H4@>7!7U(TaoE=lB48eh--Gxb1^S7fhS*4f$&h``R>0bdP-j;@q;O3
z#N^D1H4x(5b9y9iRNA=EiEzsNmhw!B=1j{O-=t2zH_2SOmz43pW%c@JSx-hG{w?t@
z!=EmuG^3^G2~j#Lti+RF4?3{T$<F*~>*FVU_$@6(`;Nr6?7!2^y-^NL(D<=TiPiE=
z9YXnP5q0TRpV3Db%H9;;Ahq-s?T_=uD1~=U2vbjiCc~R8($`w5<ai*CsDSnN#>QX&
zbM93m^T5MCc=2Z*$EBi;<pl5o@Y=NlVarV0&*Zqvx>*t#s*XkoUtmP{kcjGa<_3Ek
zwUvr4F8L6uq|ehI2L8>oR%i$IvLOjxmYP-1y{?<6d1xsxGMQJvu}PG&X{ZMIxZjYA
zGIfH^_Q?2a)th?EIC-iMg>A9<;n8e1-BS5y9dwmaLH@=nIH_+UK!qcmZwwUI;{SWM
zc}yUWpP+u_CdgAYdA?z7FZ((lK^@XgYC27QM-C1JX%A%RUQTnTbRR^lJZ*xQ%p1zO
z84=OhwFTX7BR~Q&Qv;6Xwx{{nrHC{eveJSjc~z-Y>5sJ0c+XDUxpxTv)|g6is1~$r
zV{6v^jp3-=fkgZGiF)k`6_TP4=I1_$q#wN02bo>R!-;36Vg;SY)1a~X6gwQ7iQ^}T
zak$rjlHS~0J9xmPbUc%TpEmPz#KHu0BgUjJU%ssOzGMMHKtgtQ{OYPP*zeG85|H|f
zi;EVMWkh>>dsbdW(7OdymntBs=7+^*Mz?6B(cSBL47*2^cMC|p2e70*v16MRgOO!(
zkM*CBMa`{!t~6pea#V~Kiuqy=m*JQ=Z#d<Uskrx7d!n!IFPCue@xwslni+R|b|xh!
zhb-W_69Pz!uED{<?tEwh7$2=ekwE@bjy|Y{a`s))npJSG@kFg*zo?7`@uVV$^O5B;
zaJ!CbVIG4>MADFii;(B1H;jaHa4!T>>{(DY7r&qwE&+r4;pM~yUh*rP%;abmg-;j<
zsn`;76S{4F|40@<MmiJWp`}G&U|`^LT1WOe-+^XdxpL}6IiNLZULJc09bMm9k>jxA
zL02DrSdHlSFj~u<o_Y}Dh*5O^`}pH(V_q}VPX2hj<c$u_11!n|EIE%q*j)P<g)@*G
zOVRepuAJj4l(wYdhC@3mk!}ut#f8Cugb_&+3M3cHJ^1JOis4|>cbe_b)@XjW!1=6l
z-d-ni<s%Xl6coe7D1pq5sSvox+Ij^GIQ8<@4(udoVt|i(dxNBIGlW1$ypAIHnkuMy
z&w+_wsX+-*<gMKEwYX-SRvf!v{x0%@O3LI^Sgg1dQAj%t^45_kr3Gv|=fc3D0a??R
z6R*CW=h#Pt@~G!M=E2%x?O)V4QK-6cTd)6+_}m@$mE97C1-7+`-re7?Y;7TnWXI>_
zQ3G~+1#lN0cURS~D0`QdD1aI?!R;b}Jo?hfi9=U!hCpUH{pggr*bjto$d+Ewhdu~X
z7!trX$dIk60X^Cxm6e2Mrq%AOX~rA!Ecx04vd;^!m~FAUD}qPg`>+TX`61|iQQ`$p
z()CR=zKD^~k#}7YjE21I5ZIR6YyJ$$?pr?XU@rBr14){-$>W$><o-;xX1}(!R<p_w
z#%w4JMoCF&c<uG;*FeX_&~5g>Sy@@Jn6Iy92!D-Cg@}V1ij5k|EsU;$K^Q8L`)e^K
zAtNb09fg;d7a}GjgJ|BJO31=o37^>-H$MHR=}q}@vs?^EF=?>2cTRP5jgx_o8O)8J
zf8432?7B(*k*v#@nt5oKY6DtDXhmN{VCA=iks(&;@RToSB9$agY(f4o`B&znX_tBQ
z#@S!h<&>MR*eLdF<E7y;@|{geS|oOOisj?D;%+2A+Z|VNR{l<RY4JK&Da{=#R3IT0
z^1yCw?PV}j1d$WiTGyNbcmwRb-)9t}=1kwMH-9!(It7F(VA`;2o#6aoz%-<LBz!?w
zJ#2EiV%l*&@D5j?Jk+(X-|9A-z&cA?EuE-)Yosac&E2=HfhIWed}7rPj2<2(4yrTw
zAUq=HDwjXv1a55{Mj5aOiEHbl%<{T)7uD*s5vU}xtMGo_NXeUX|6=V$*o{2Qx`SXZ
zyT<(5Ad`cG!{K62E5%k(Q86MS0;tBXF=C@YwqPfP<_or`M@A-eVlab@{CHf<!b5E6
zW|v1@AHK!&&B;-<6K@mRBw<P^>7#p{+UGn!#NSJ&E??s`e<pS%2#E@e`=)-efp3lV
z>xi;X{^3nC4IjKtVaPYV_nin&K8Qx6B2--+&N0rd+UtcpHaNhK%)<xf$4|0@lfwYD
z_{iz~8IZaea==FUJp51Ch+U(KWdt!!5(hCt*c!`u{Thx4pQQgG3caq9No(fpT+i$X
zN2ih}y*aYa<2^*oI9B0{9}I%qyANO8NH1=n&EQn`NLWK!kwM>(wX{Kk#N%RouPx@=
zoa)@S(7PjiA4?Y4nw?58x$!$&4MfD}sw!pMkMURtg@9Tf*K>83V4><R`mO-;m3@ko
z&0^ImHeTNzhU!sTTuX<!uYN{rrKFQ$Nv<zH+XL?=)i*fY>3lWh2?B+EN=x|B^9>jh
zAh8YIsr*<+UAO%7kl*gqftd*lppjheoXW83)ngv_Av;8jo(Yj!1hMuKQN?b{MTjb-
zxdg~E<F%Qh{;h~IDvvLK2?4zepnWcz>8iqTRc64R7W<6+E>tM}=9~6Pk6e(-6$L@v
z<r#kT@$F%o$#Q$((fN63Lj%8%kkGFNXY(@s7UGdCVNR{3(9qE7@0L$N+C%_IDJ?y{
zV{i}+h@-uKety(Cys>Zwbm7oPUMz8OaR(Qd5O4?|U*FL-e}9{$Rx-fb(|J7q%;P-v
z6*i%8TNKaC#Wv&zf^fB+E}PrWy@-#mZ!FQvNPU{n8hJe5KrRA1k-B;eRw=ZKUNzy3
zy{xaWh+AS2?nnV>vvr3{piC&Vy#Pnk`-E!qngI2}<h@uObuDTb600mp{c=OE+rf`s
zi4MPWGRwN0=|v>d#}}R7=6y16o`oc6C;-A977k9mc7Lgjf&>tXxj0ZnrY_mABT(=E
zC_*Qn7VweRzQhJ37FjPZfxNuDDys>`z3FN=I3!FitED$@-lXw4Qj?4Nm3<ZdTTTEi
z{kB{?bfL*T-=r^2dqe~H9qN|+NC1Pa{PFi4a1sEy2lw&embLZ%Lg(&c&VFmWIO)w2
zR&mRx@&-<I0J4!?buByRMpX&|jEl0LKD2zyowQTVL7KPu$zJ0usT<*sll&r#AFw0Q
zA5VI(G^>zg*E5ew%P1hr+N;hn3trdKI@Rbs#uv0H=Esj6f<ax{eYeU7k!LbAqrU69
zXEjce9Y1k({ZB}5D`=~04H)k*Ced$E8Dk_czgg>GyKZn?a6MoS%EEX3oYdU~IAmSD
zW9_)gbPyjz6%s8itCeoc?LpIYi#IQwLPm(&{%l8A7aS-DjD54y)9pj@rx*}u=rz7k
zmW~Fb1oTsYn}-abIk_D!k||_xiJO_xDP{>pzJLGZotc^O)zJzv7M5(bh;Pi8ySzL)
z)LsE(X2^zh=H<Zx2@s*=UcHh476zy$F6<TJcYm`2-~=)<^0H92<_np}hkM6^`RD?B
z5<rqy=rwf?4`Tv+!{>fL8WkOlLqQQgrSFXaWGwL}xBZwCKe_!v%bWPxV$qD|nSw-Z
zW$7R0Y+uYxAYzwh!&U4AIXT~*gb5Hu2N72an;8xmePGyr^$|W;`Y_J_Y-rOo3Tu0}
zaGY8ucyLU-wpt_-5X&C|>HU7%o94E7W%iCz-@u*x@;6#?pH@C$mi&jw2k#SmDnTQJ
z59In$3Q60S;p3R(Zh!dNiZm3kf(Zk|^%gKE-FC)Nfa##8OzRtzYTvjhDx#N?c2t@|
z$HM9hfPpJ9i2%?jVi>4kJ;2hE0)uB@U=R`-n(MkdIdBhxvJ0p=4m;xva?hRsApj8t
z1*NL4u2QA#NhCatOpG$38h{lJS4T!yH#dy`Xehwh(g*Y%DELdHk)`J0!H0#p72SQF
z?URRIbad_GbGhK2#%oW0bw}{J)6CS=XtGR;&*zE_I5yaPt{jAXuCPCRaCP36$rF5D
z8r9^FdNick{`8N;+j(r%^cqD~|9Tgzy^s;an)Z?iB>JQQ(1>;dtU=lS8&m9hKoU;7
zVQpl$->Pp>nd^5cD^qd~$stcGzRjkMY9Y2^*gLAc^>PR#THhK|gXEl*9$l6ED!q<Z
zyP+KW10l=96Oi+a1DBPCWAGq^{i5+_NV`W@GiIR89ozNAHb#XNsT^kMdcBi<u|EeK
zHpKpS$4DZ#dz{bc=&Xe4`1q#J;Gm|aGbwI$E<U%tG!A5{Cy`LQLP`KCgila#?P#TI
zpwpV4pa1Hh>9Az}5{TIe2?@ZA;ou<V;Zgqzko!P@h&VcO;N#<iK!Ac70jxEl=RTH}
zmW-z<8Wp;c*QcAM@PJ4H;uSD5)H%&6y?TW@S)r%1aVcpf`rI0)ohh_o%D&3#I}E<Q
ze|yQc2KKDMXyZvd4<PJUX3c$Z8gh_WSPo)wsPq|c!{N7UcjD++JmNG@iKbuN!1#pu
zB2XiA^%d}xQl9RIQQCW#5t0YgHS+!u+H4oY@|Z0x%pPp-!<^aO(y2x5Gu`Ko+qM-a
zRH63!b=v~4urFPr95kfA+s@$wU1^dbXZ6n?M0fW~D?&2R2<A}?sQv%O7Imhww;clm
zsDr7jeV<<@K_EJ{HXSD$gZ!K_XZzkOouNlZh6X9!APb=3zi2nl_AL}T@PE9`)@}mE
zkmQsU7>KT(-toijq4UMh&C_b*9@Gu4LJSg~<+XTG#CTcu`kSHQASARAQOc?~4LcJ;
zgrRw?Km(vzZq~6AboSl>{d&;VZVz6`8}0M@hpK}q8DxgMp~Z>WIHFpZ7SQ}op<qjh
zVA-GB#Ef7qyqQbIeBMlZ4XNy}SP@)#%g45dkT2L*4tszIVGiG(W&$<YAeGgicfCIe
zB!|itN7~*Yl?Koa<>lumrl&^&D^q<#LkGaPWP)y71LkDu@?pT~L`g*jLqtSWRa-0L
z;K0`CvYmH)r<5hs0X0B<`h*^4w7jtq3XEw$uPhiadH<>ant(uUh$$<3!N<=Jj%To&
z=3-Q`>v{S|0qXtw*SU6dd<->N#bgNUk@=2q>`Ee!VgQ2&E<XP1crig~7}QQiJQq*Q
zjq3bo2vk%UVE1r1nCCw`SeVOcU0YjoygbkY?wi*+z+0q1q!t+&DJ~%aOU(PW<<{@|
zBziRqROT?b&z{%wAbGZf#|R{UIVGjOo@fH7Yf5+trI-m972!etPM<bMCC~_$-tYjz
zrl%~{zG<`(Att}%iO0e3{UMSr8^td?Ako_9v}nQn2rVn;vf;VwS;zjm?q1tl5#g8Z
zCY0q|y-!cv(x_^CSVmuIvKiN`c`Az?U%p^_%MxI3-g5gqB;jTi1Q(&O7uT~Vkppfz
zIyx~VyqNbl=aQvw%a>PHV1QMx#%8vJo|(A^SOlw$x)4FVOs<J7EoJ&Mk{ypFawWFA
z`5COa@yu6K$iSCyQJ@F|)g0KCgj*jUyf?;=2LSG=^1Jt{k;VW|wAx`sB4s2K511&-
zerALM&rwHjugp|k>9eH%DyNNC01d&Ur>9%p3JVEUz3YE6lqF1pp6`9nVPY^c(Am|+
z?*HI3-{x;%n_XVc3>4Y86ef)lJdVlm;@hI#sc;Y~uY{K!w#R5q&BB5CYqoCc(;s^?
zv#?*k2nO3_WMqiv-8W1=a$AQXVsI(N9)Y$OK(3TZrEHP%NjjP}>D*tbUvR2dPOrg#
zskNHjQV17|c0TEJVA<!}eBhAI>hJrNpN^*Z^DwYMm}G5VKNbfx7~0-5mcn+=4oM49
z6)kMODGI=1w)`RDVhJ-kS}3BtyA^le^Y|vL$hsGa*QJgov82q^)%4z-O0~+L()68a
zdzPcvAK~C$;8Ate0}hPdII>cFWzZF4W{LPl0ULnf`j5n;%ggZ0%*;1%jMdfE7BgRI
zf#sz88i4=;ERx5gvJ|-h-ju;0D+~+_uvz?~e4$&Pz?}mN0b98<flBgdx3Z0~Zhx*0
z3&ha+-6z`A!D^6h&<WWf004T$7T4DkLS1klUTAe*`;Co_v6&B(HXrwrSUvLS%6kfn
zf^>~e%9p@x2!UK*Utg_+Q$W35Co^v;3J>xt3@9Wb9zavn)#A<CdIyh)xWkq5{Mj@3
z=Zc?{1zQ<?fiY;yMIP`Az>3CqThZ+ERm7c|5g49!e9?;q5pOWM{kJu6KD4*OS4-tC
zA@NIcyVQ2(!8{C1>3!s*p-UIcSqsuF!~QyjQ&Ocmi)CFv!>-h|BhzT{$1K>)Zo?e~
z3BKN>e?_q9lbW;2B7XKO^JNk$*~IxVq2>6*_85N{LDmZ%VEx7Ff5*{$KB+VCQ5}!R
zelZ5PXg+>F+?}e-w_j@g@$;v;9Z)(uf8|P!=1HSzYHBV6$1NzcRZg^dTU!=qdoxcp
zD)mECQtU!|fu%PZ6dZ^cDEFh42BIKEt$-o}kdp?Y0ubZPMzUf7_@QQCKuMxg2vTDV
z1x8+(IMT>~00@BSD~m1OSNnBKM|(4zkPY5js7VocB4su&9{>hrvj2_%4{z8VfdfrP
zzyva!EgBE(vW##Hz=GF1UaVT}&3ifES=gFoJz3VFVc=WvwHzRpt)(_mU0q$M0o4ED
z8VLa6h{(teP$MW)t%p_04@7ou&Z$BO<-|3ArgO@|h{1@lyX|Ra#?90_=AWc}VAdg?
zzXUs_LTCg4I#+=|U09-O<WM_B%{{0}Zx1MV?LJMOzAR7yYmjo129Wjky~s4kjXU=q
zXIqI*z+y)vLxl7OI6(1W1mQF(Iz$yp6WKGp(~6Ju?&5p<_Tp3NQ9sl(;u=hs2xIzO
zH0G_WvV|V5`p1aW^77~#l8wwNeW{KsSWT?@p0fH=;W^$Wg&C2rJa~2__opMG1CQ|<
zLUc-5HYa}IN#O#U&47rfP?j+;sz!bN%28A6)S!F(TS=7R%BS_~J+LD2kKFeV7|_qL
zqvu0%K=-5eNx(I#<{p@>)fOLtB?J%9Yp9SY;AUk!IX#_->mM3Y1K#9Uo-rT^t%3(C
z5F6RI#?V)5_LDeNmqo+cA5;rz;MY;_tpN_v;nR;NUW*_d8JU?C+E|;K7C;Fs>p76)
z8Ry<Mk3{VjMgE(Z2xS4Q;cM@SFnUIT3A{@Ko4^4hK&INj=nGo*@|`BVCbxmj#Kc7G
z=m~34H8;@A1Iv=7&=)FT;5zqHD=U+dk2WHVaGtjIOZ#Z~;K`oyfxK3Gjx^Q1-Qn1&
zyI)wn_K|rv3XAqzE(B{$(1XO+hDrppY|cL+uG@~mok3Sr`U&E*%C2OCish4hn_)Mw
zrUs+}E^@YWO@~&jEc)ue6W;|kS#l-tlE=i0KBU$7A#|}p{fGc<=FbDv#gnqu035`~
z@UXx?9P=$}QOCX|6gXb#4GuwS0U#gh$Z|WF@7HDpX$4`fuI-243nr#6Pz}mmg&@g9
z|6rE8>r<_7$-%+Fj(1m%DV>EBepgiHZov$dn^3&_zW=-R6bm}JP+HACct9yr(%JIp
zs+Vu3DzT`#9dOlFlr^u6X|eRsgw^dduCHc)T>>XkGF~qy$b(?NI%K`3OJYD<dP`4F
z|I3o}vz_(c`cUISPlegTm%Vqkhy)~@<@>96`h=7Zh|b-oM+NVm^hS&J!1n9PJ^F{O
zrMdNDm3&`8E`gwnq$>8I5M7S9um^oZmJ;%7J(}KHqYg=!4YNh927KJ>*K7SFBYj|5
zk}GdPj|9xymcj=umy43o_{@-Gf2xIM&u@zN3fUrLAn5`YYa<j19u@{z>?@Dce*IGB
zvR~A_ZanFPo8<!DKH$`zoGt`d<m#vkE2Z-3)2BE%IJuL<$y1yFm>3xu4NQS9x4X(H
zBYI6Kg9`=t?|;quyPiYWg&pHx5%Jw$1I3E6wswh6g|)OD=Qjd_hgYxAb%-a`e1R>I
z5V$@yS|8Svl&akJwQCHv02qn^SO#PY#<|iHKSrh(FUD_k2lc3pN%wuGqp44?P0Qv=
zgWH<yO38k-%hos3_<g{TN^VYZx?P?mCx)dAvtBc)bbN96YOx2y^XV|p>(I89^#!i{
z_-JeiE0S93PdE5M6H}n6QL{s4)~piyvPKxz0TNhBC6m>LWxj2S9K>R-wtQe03e^T*
zd&ia!%=GFayqW=CWip9eW$PxeuEj6*y|1dge7RNiM?jquXG~!<*wr?d&Gr)dxBM6r
zgSHeqQmQPTwe9ZfUv-Ie=;zOrks5`RVr72jO2)yo^pZmWb8}uMov?axq@x4VTX<z9
zYi}$`I4A^AhQ(sKDwjjS9atX+Ofa;1<6}XZ6UR~!p7r>Oq>fs^om%|aT6x2CZPwca
zD6w~Z6|sr3Y88Pk2=lf-`7cvD(K)-(66xJd7nZ^Z;*FYL|6nLdFIESErpKtnTCD6j
z8_e)Y)L*~g5%|k?d~7yilIH5{OXb7OXmC*{VCifCwZnHidR{+(pj=Zdv>^8sP#y5_
z&6*PjZI2JC)+PhHo*M&r8_wkM;b6ITT=eyp3|!Ct*#fbkwU6jAp6uJq_SgSMBm<7w
z$;ruq%|<gzwSOXItgfX+m_@%iLcc|S+*|JD%MNgmD%ah&A>rZq002njVguCI8G%Ei
z7Ds!Y9UCDW@P@LYKPT#<k#VPQ8Y*V8my{ED2;FNmjinUY;6Xevb%5idx8c$C!9QX!
zr`Qz$%5nhdtmb%ZXG6ed-WG1*V`j#H7OAhMgIu-IadB@&>?h086^Tgj7^l7^^}myQ
z{ri*p*49?h?`wnBmud~<SrvWT0xh3LHuJ&Ei$D!Rz+|}&Q}#F0uCx=cw+EGgPA(JY
z;{ih^0;V@=vJ|fOH`u=cm;4FKgoQ-Oik!K4r~~Q;*PU`*{QdiP$_N=5nYHN>nCJlm
zFH*p^4Oov@z~WO03zLCO0P_FVR3!z}OAqRw@%C83z}i;)*T&>d+_Kh2;!CH4++179
zyUO!N?A5}#C(|`}8p;K7D)7a+s4$f`kMFp6DOC%kRD@5}=B}n`?i3q)dCb>4B9amE
zc}2Awm{pD9?P=E>#1`=eInhQ(M<Q?G!FK2atP2Y88LH1cfS${EszQ&D-|3mx*;XJx
zb?u|0K$gL$XJCM~7hoXf_-I8EV5L=1&g$I{$sx;g_H7f><{NpBU=F1$RNM6&_(NlF
znal}yyAsyGfQRBfaGJViNnj=u^pq>Bs04x1m{Pn^*qoJO(A4<V+}+91(NWyV>8rkP
zMqYfQpD&bUgBq-(gJ|jKc3g&li!f!RR3)GsJVJnIcrBN}V23OqcDQRByv|EbJZ~@d
zU5Wcj^E6drUiQ(gX!QdS1M`6-owv%lUGcli*!{4w>#H9M?Jb|Yw+`nhBt&k>a4Uca
zPp(<b`Hgeph>zQGLUgyZsH`!Fv2nucT19|p!K01}DcIm$rAe?0UzD<l0&5n~tEtZC
zL3(GinP!{RCIe-2y3v)X)^4F>ioZsou77aw_pVO{E&&0_zV3wdlI0ew`6xgmCGhG1
zvoa~U7w^<Jq&5B@cZio#A9!*dt5S>$8~A6?6(|#vYo%kCKR@!i3iN9FYJh=;F3`**
zgLw!u1FK8*^UW^N6qpoL+Oa1-uGdU=>__p83%P751}6SJ9aq7czOLLd+$5pwKl|Dz
zRL<kV!I(xXUz<!2;~$Cp-!ul+#Y>r_k_cY2;@z9#FMc-*jG2TYiM$``<d)`q#;EqY
zWsL*FfFTB3VkZjBNf>s9pp*?Vkx)OAayGNrV0gmA!{fEIQaSWXJ~`v_AuJs0)Uk&r
zV*^8_`3CEQIvFp)-?I4G>aT$u7!f7GzyV-|9QJ3qL&CzGYFU|>RJHz8xF0SeUg|ac
z=?_N2O8D@h@a=rr*YR<+?w+1%a{D40**N;>Tz)=2!=vR6brEx4Cy@=I-HSAH_6WI{
z_JFXOQa(*POO`lc5k$xjmY=;J(wMKVFGjZ3=8!ny%sZE=g_`=`cI&l$rrRw^L-C+b
z+G#CwzAR*!B_RrINQjTj6`6KCj-0IZA8h(&=bt7HRrl`Ajf?`p)vSUcsZPLNKwaIz
z!)w4IohupM*&*&+m;;=;9CLL#b#{DSXGP-o6Y5}w06V%zKnVtPIVvJ`fY<L=fsywX
zW_r}wX<}5{aGZMgPd<<+2}7N5f>Hy3#Z0brKbSABz6T?D$vu<*_}&F?3F!4e)m1B~
zp9ZHdsrKEt2NO_Gd8)$~E<lY@z4!}<>(01<XKJt7tAc|1^o~sNv#xUr$`2D2czT%K
z6k_S}u3GPkC88pp<9K8|8t<f~BnT>eSJrhlc<6IKGFq^+rBl`+E0UCyJv*t)k_Wl6
zO^Fj7&9B-@MbH2V-g7%^^t7xBeZ&%h5|{#v$BX`f>YzhA23>(M*a={)N&-x18Jd{D
ziDYA;p`q2+*Hf~wVME=;z(xPhyj@@48t71_tBist{TR*ndwY8`PM9ZNaiq&@`O6Tb
z1nb)T{-FRO;W9NLA?MVkbaNzoSC_SW+;{vO5F5qBs3jI`?gzRXrvRWhJS4tgVd;HO
z`#QN2v=Zg6B?%(FmHI6i-wbU5+y1svzue~@^d=g`29Pu$Vw|)zHa3pEH(+f@bc8bo
z)o&T3%)N%TFT}E+)8$#ZT5oSPFB`NPbL&Q;%NSvl+KDua`{h%3K`piO7j7pDUpxo`
z{v1Q?%`i=oGCa4RI~Ko^sU&B#P=WM7a(8J-p?m+G_2TD22n@`8x~Yu?DmI|LpJHPN
zNJrxvfs_fI!T}^6fbCQ%uYk=yW@t#hyStn6#S8Q$zguQd*1t?C<PQ*a0SX4uym#ER
zFP>tmSkKC;WZ-=JS8lL22|yDAuTcj#oIVM8s(e|arlz)1_;3FNG5&At00QbNz@wV`
z@$cN+c*3wK;;ybdARA1FFZ7$!&V2ys1k=Sf&<7fJzT1bT$A>R>M+v||KV{&rS3t<D
z{2+UKK4l=QsE8SGLOTzX(GJhyv^2t@Y*7jjm8J{X$;lz3`LZT}b%B6U&?=B~8Oz_P
zQAig^TiSl3HA6cYh|&07#yCuuEp7FNakmv@o1*fqE_DrBgHQHn)!U4~5Djz_>%?gt
zRQ7KlDTYFQ<T1~C#&XNq3RESLuendne@^t0vhbJzN8b0NU-mtD^+P8CDH6G2Z_>wc
zyJ&#;G60%h^&MRwFx$$_myvNi$l4~xIPvh942FipS^U|1+`ulgvIS|?!2jMg<zwPp
zt?ln^KHn&kkN-!0Wd^miyv!U7mp+9@LdplX2OVGnK5;|}3JNd-0t=zUMutw-0av|7
zgF&ux1i&>qTJ(EBse+Ds>VsnsWpJaxA)<=`S_X%V3?rwReiGU~uuB#Kh+;ieAq_Cf
zuc9|JP<A3s*qa9`dH^&HsB~y1fmJ3~o@w<JT=ZCrWo%2mp<`6{RxS|J4Pa*1;i_eL
zkGry!pU?NvW%9EYW$ZqQiOp$s6?W0v7=n`!!Woy(+TIm8uN2HmAniBDR8aGsWH9k^
zIeDz3gB?Ne2b~Jc*iYxBwG_aCa<7r}>-wYI_Zw<hI6uB{L53O{dRai=B!cli(EFGB
zw19zFpiN00o+f|zK<unJv9r<@u32N1(#r#?FQYBc;IuTtxi-#S+}-=Y>ZepbUT;!B
zX9U+gFZO1FK@HxWul&nusc?hY;!Yszfd&y76BAK6%gz1f%<}H;bOad<O?BAX#nG_?
z<W04mDm8UwW$cIhO9L*eabyVaPdI=s3##;iegcdyK_H@{qIW=11bWS{>v<?+3O)x#
zfqSzxXn-mYl*olZxGcxup`sWd*zCSvsu&0{d4?g4P;8C6job^%4Ja8exIbG#*1z55
z_HlWjX?}W*DMLXNi^SiUsbSDs+j{lljPnzz?~~{`*06X5Pv7@27)b5?oiEE<ViRbJ
zsEcQEP_z3CRf<^sNS6>PS`I4Rm-7TXr?teg5pvx0y@I6u`*PS=k+PB9I;c)LdhH@5
z?ARx?0TC|g3#L4P9VY$c90)5_7NgXrRDLW72nf*e8X$m%0tF`BBe}3+Eych4@$9$K
zF~C=hqHF5-PoD-q+~1a#VSfXf;YKwp=f?TnPHClD)Q%#Up6-hyGqJq|(3w#*-zm0+
z?&cpZ(U?#BUKZ)$;i2AX1NGuyAsQ5EN}$a^Y3I7S@a${~u+1=_jmq%wu*_i-7&?XW
zE%t5qVE`|!f#>~WcsML6>1hVw8`({I4F{4LtX?lw13gF_%rPrw3WP#|D3B@v*#KsQ
zprhj8;Xzp<@Yzyz-{%_@pY=u?%GFqU8b9t<HTFek@H&N(?%I`gvAX-cvHYl#7IawY
zAJ1HAIc!&qs*}h}SMw<Zg_&+yWrx;7vwG@&SsSLPkW+o<Nn!vJFNyQ#&0V+fBqV;B
z(~(ul4iP@iYr;~#Se#W;FbzfaRNyPYHgF5(rDtZ6LFc2PgGiwH1avO6F94j$FF<sG
z?i@N43r4Dc3=VdIe$o+0WYD=8Q`3!}g_*BBJFs9r_iSeZ4a}5wgR$5u-&?mBLUvey
zw10qpITVcms_krG2tWvV?MP+f$$xq(s_H9&>6<d$h9`j8hlc<RXZ$Nid~2eV01=%K
zVs38!?%lg(Fi%(yj3$sAK-K~nz~`UkE8V;EmwsFUVjOT6hA^lWLYEmaJKv})tjrzt
zdv$GXFBnx*kD4Nuc=p7oJphJ~Eys=dQYUqb<NV84P`}g2*~pkPwe#duLgI&gLpb}*
zHRtqSwS+W(6`D@pZgq;G@<7MZ6K--ks4V~OzeCK5gq9h^xSw`=C2>Up>#3AH2mIB0
z*nZ)ovU|Yd2f*|%Kp*OYF@J!ox+h9CU;r5)?63^MB<0IF_Yi5jLCq$a1NA8}EiD3s
z`5Ms0h@-!N6~}G6zxX)moN?mCqFDt2f|q84Q-RYQsPS4~s=wPU5Cg@u6ObY`7h0MB
z)^K+8jS!qXnox-jt<N8rck=_);e6)yb*=<&B&m}OXOAtdU{XXxeA&t;xO`@hRqw_(
zpQjyLi%1sn;Fpv~3z5C}UTgXD*)r?54MqTSMVepSb?YF=?Hu^{f!82lG`F-kUZ0rm
zEi@5;88=A2sb67gDgoFCVc@x&JltJRaJ^dl_We5$L7!LoTsr}XQdN6=bkwdSdLJSg
zjww!$3z}3=W-D87P{CZMsoo?J#KzW^-F{I>x7CLTN`b}JHU4GpMP-cScHpTd=s7u6
zuSLVa@D&&dp8UZ_z9G_C)wP3n3}dJe&pl224G$|zG$8gD;y3M)&Jg^kYC+H1dLN=D
zrrws4PPLc7ELz+khVc?%x&z#!q(j3qKi{tXuC821XOFb%+YOSMY<X0DeC(H}-)nUk
zrz0(c{2NHV6T`&Z5&hy|)y`G6xL=k5dby8!4>UNrx$(er0K2`arUuIUjea$K4QkEg
z8Fs89bs}`|8hEhSzkdC?47^!j54(U#_5oL3c~@b3Fcb#-3e;fO4K%AzA{S7_>ThR?
zOLn&MSqv!h+GbB$Le*F^9wZ~;>c6UiO_qxxVPtI<&H2)tt?Ar`FHNwh=Hr+X>S|Ws
zibJQ-M(uc>noVO3%3BF0c{~0YHOVP7g-3QwR-^@yaUX_EbPBqsE!U%a7{*wTI6txM
zkqI|iQP$qED$P&v-iWVpD1ek{WH-`_s|zwI#-~r8*xvm}$RL-gd4d`$qbHxsp{h5M
zkboT$5<+<2Jh33F*D4Z%z3}UdLc+y`|D0p@0`dhi9c6>FgA)}m;L}a43^R~gtUqRn
zGFxB!#_k)wwu$fIc@13-ta7fl$?=%c4Ho1_dmj)w95pId6eq4H+JB0w@zB1*TaC?T
zSy^w9Pky=Kq5q--NYYp5V@ZrL8UI*C6B=0=8BtXW<pTjZ11Ox8_4SbDWy5A*a*&gk
z=dv;Yjy5TzCk^l#oE2XW&}^|wPCcc3a3(Kw(Xg1XJmx&s;sgD2nl#)^Fn-h1tM>2-
z?Yp9tK*Vrfu<12pZ=+rWkV2M!2vHt9qh#q!8uE!*@*>hgFtz$QnH3`$scH5j;rvOq
zR=~DkW!~?pFKoV>>hrJjGX#M`4R*yJU!Z+#jTNBzJ>I*6#*+phawxSBAKwRH4j29b
z54^%7xV*Y=cKLED-Hnw=vd>$FH{Pv;{H(MM%TK4-`?(*>CZI0+B(8m7fNXz$mWT@@
zgsDh{o*_h@1uk2|T|=Ts5#tOHkYWO#*d&{={i8l~y?=xCL5u~#EfyZa1@G{tLl%?^
zQ(%Oo`iv^_d0CugEqCg@((>L6G7$1je2^&kv`Fe8PBMNBi&xuEP+t{50=_q^==y#N
zHaTtVm`nWQ^c37nNJ0j5SlHxzX98@_4!~m`&01G7v^@nP33!7DFcA$F`Kl;~Vv{*c
zs8(ZZQvRToJ3PIfxmI_TD|_aI(%N#vd@^wItGgAY_cp%Iu&tvCcjrMmm8l3e8R@Nj
z%eu3#5zBhlutY@jlgQz|Zbsr2y?()Ix;t_q8D|VfDw<$y4$ZYk4WtrW(KYcvL5A!4
zr1$aXiN|Tv)jn3E`R1V(`<CH#UOZt1KaNBn{q<j~AgVFqCciwsjD6R<R7V7%q~j-;
z8xfU>lnOiesmqodjCCbcat^&UYzg@_KpS0wS5+9<+Q$C)A;)DmuW2fpJt7M_huB5d
ze;(4C;yv+{i-Uct_1#){BUiZ}3S#<N<Pb^`UUCEdhbO*|d(np#eqZJ*VheLn6=25V
zQ{*1YvQ)uXl8Qj_tNQ`QdrQ`&f#boRzN?K@lTV%rp%gT0>@Ho>?+8A?IPn{{!#aE%
z5iwqP@K(FN8{glgFxm=>Ms7-pdg{)3be$`BbtM*KWFPj=uE!=T(`&*9gw*5h(&IQR
zV<DKvm-tSPO|U%tO|b0tEc3?1>bT+9Y7X@o!nC(PtCUZo;^s1=8k(}Qv;jUMcwvuW
zxDCYZ)h*F{C3?nf?8uAmGlR<9y_>^!*84!DzH`(H;KJ3aGbf0w{<DOn>3Ehk+j>9s
z{+KP;@81#kl4yB4N#OVKd$=|qO6NoZR@h*<XRuvthJ=U!_;6j#8&?woye<gdDO2<U
zad%}U5WI2$x_vw@_R^0RBQSw%jY+{`VCo8b1*l^SpG7wUr~`(8S=Fp}paSZz!Wei(
z2bEOx<Je=ce24zkH`U--JhhiU6bu&@e^lVSfNz|*s(PaBcmQ4r<5xC>e*bjP!oW%k
zt{C(9WbP%uM^+Q+!TV>1BbvAZ2-LM}jPNzv5N9fPWiSD2Ep&Jzciyfas(Q&WIutAT
z6zYBiVpku4w`}0eEl`%|e*W@ssV@ZOsRK}PQuepEw}J953nW*lM-249&?}WW%>D`N
zIN<FuX#XE)ZyA;47QK5vv@{~!VA7IGhYCt44I+(zv=Y*SlF}+59ZGjdHwY-HNOwqg
zH@x$9|HpgYanAYl?y-j-wnN;{bFX`?x#qmC-<9l6^Q*}hpP3>k@}#-Bc?$&7v!9-b
zHwKck2anuAEM-`OeT<s;gKYgWKRLR;_wVN1rE(&nwXtbvTaajt*km1YwEf(;@Vr9}
z&8v04Dx)6P8NIs!4@-Ub&wysLg}65Ck2*g^S0nd*v{Lk2gLM2Q*3MisJ22QTdW25|
zV;SguhbOI?yE1x&!sNl0W62Te;dUw><=0{~v)>VYw1X92d&)@W`xHAV?BAy??C9ze
zcq9p~VQP=#U1jY50~s@S#|{Q1JfInZL0J2uvB4*32D#T6G@>6K9Zf@D9wz+{EG*by
z5R8sGgaR3<-oEZD#<2OkcqOz3hrloF6zsfw)#;oLeP&)(73=D-kg&#uzwK(~Mw9mo
zc7_71v@}K9DgP8#9#f4@(28)0^Bf+kL{DE`x+qi=CQt0-3t;l4zD6R2&L{K5eVys!
zJ&w!X#6p<iDVQS~C(2XSjfSOpAlMg_t8ZASzW$=}C08fra$~$~&yZ$g?{^~K#UIuF
z^9rP~`if20Zr~EeI9&Spx8arK@-NKODDTEYVr<b-bkV?re_I@tcU&CpNV#o+J9K^x
zfFXdLWIOZy{X<1XEEJsLEYK?e*_Fn+=l&`+G6#SPUW(;|L1#42!-o&OYHK~zCj(_b
zU&&SggLFKJ`fb`N1_lPLGAnApxD>sbl|fwR&Ol^oT%a{mR|R$Y7by!vHqxCdPY=``
zm%}nbZm#S@U&OmxlZ8{tPKtL$+=Ex$YdcxaRk>>9HK=;R>Z>_j1)UmWaJY+kFh#Ld
zD&Mpi${YG&w#Z9xUwGny#Q47ZFZzpC)2aHl;lgsV>HD-#6vnq0NlS(|9y=_wFnJw-
z<wQU=&{i&L`kdMfbC15D?BZ3_xl|-YO~w$Lc1NZDrYJ+jA;!xsoQIsc%rAH@Z88$@
zFJoT{uBPKh_R1eQ22d8m;p!6>woEw6u9;8e-VJk>X{c^cC@89-j)m5fQd-D=?3!TM
zT4$kU@jn0?e?)?jU<<8t_+nzDj33F%dskOiZ<iv-k0YQdK?k*6{B-l4)mX)4kRDbz
zu22BZg<$!_#6cvSgs=jr5|Wv+FCx3w%&o_g+rQSxDtVoCR87RNN$*!tVv*uyFIsl|
zEpyJ$yz*_UNVY!8W@yXQ4byFuc5VzTlveRn=*&s}Qh8#9R$3@==R9f};b+q;m*2+A
zQ#s9#_dDzH$-MKzw|^Tg(Z4Sy$fP<~H}-6y?A?sQ)G?94;KQlv)`rG%FROh5j(=xI
zQ#TNJIFnV>Y46ymi6;p=W@}5Pz59<Ol<!^(x`~Hr%lP!sadFLX?@PwnNb59}m6e^_
zfdN8sXb142G&JT+h#16-^t*aVBC@0du$9f>q%kGxnzEYKNwar*>Q-dabF16yKG)mu
zj7gO)9aYcHL(_PVSJT>P0lezFW;dpc4KL=k0_NMT-Ok+t7q1cGyow(AN%^N*u&FDf
zlBDCWGqlhI=T{|eCeVr)@1&N&hR#J=5;VQ`;%#dDw(Bj>FVBKWBMRT?3t?C-5iz6P
zEuv0z)hL{ANm*ky50$P{3jR<UY7Y6?zajYw?WHBLoDF>gV?O@xy^!)>P2O&fV0wVH
zVMK$h{ypUh_Z`KMHQ5jvUm^SX<m6=Ja)Jn|To2asdgs4}i8skIdOVNV60n`1BWRWc
z<I_r2ArG{pm6b0)=iT>xNFW7U$jfl{zZD-_6B*2c(;_N))&JrN_2TzuOuT4TPaWv#
zCU#GJvx8-QpDu=tOpOOmlh%GMM9*%&IZ;cH16B7}gKDDnit&hxJ(K}81HFW1605!<
z9mlh$UnUL>tqScXt$i6=13pg$1dGfDzD2)Vg}QrDYZu2X1<luF*|PQy4kf>*G5XU3
zWy3$*A3MU-1J-`_DD?Z4G&Hc2MX#g*wT5OiE+&SVf460!^T)$I?T@YCwD3(%W<p82
zi=G^O85`39-VzEWDmGjnMEwqYUoR^@+Y?usROX%p7e&}%tYF8Ve8eBN{Q9CPGV6=2
z7&+=?xt)Jl2(h+MsdT37ExjEN!mDwi_uZVjJVoEzta9vjNTZ|lZ?321mlmC0q$S{B
zyEgRCKL{bk#f-k`f>WJV%bzsW$16G^N^wDdhJ{t>mp5Rque`VW=he3Ht?_f=aI+yY
zq5mFMG|ZG(lW?%HrI~(-FQwUaeQa-wYX>nZ3I%$Qo7+46w%?(lM~E^oGs_UTl}ZeE
zk4rfDu58kYB+NGI+!oJSzxjNvylN+B-?vY#qS+EH6?q^%(d@>&vE)JbJ0verD)LS>
zKfhc(3mP#7hFIZF@0B@0A?L&U!dH$8o1VS%yc=d6@rEv>H*7YY+MDWuar|eTDUj`Q
zbv#SPT#dOiV2Vx_71@(id-I_2N+m7Bts2A0+f-&dIxlZ@V85+tTWqWL%dZ)|ZQQpo
zQrDTWNc8tvmG_-x%7y~}H<VugD)3m4MWkdtydanijAbnCf(b%IkB5hcqj0*N;%At{
z(|RayyPd3+Bb^@>xV=Fiu{o4p1U@ki>h7x<OpRPEG!)|T>Ff+Hr$PsJ#Pmy{NDtOI
zl0g!!OBD-COU)f49k-++jUMqV@ElWQ<#ouVUU$~mCScHDAlbCoNV)@CIN$_kM`#Ov
zXo0htO)AokpzcGcY+Vyxkk1K!n7?u|;gy2i7M0xF_g)Tb1f(1%YP${@nU>2$*I!Ve
zrjl!Di2|z)twe0yMY08i(WCXW{LFk!wCJ}`8{_i#o%9Hfw+d2-H*Q!_??(oqyfjY<
z4n6MvI<ZggIQfRjhb&tQ`m%mAhZLp7a=GV@KfAj%#GUNz|13qf=j^B{RP$U1-5#B|
z`#((=!V?4p&o`@K(w-y<S!wAb!o?!vHk!OpdEb$fJnwLtYabrHJQ=ng@JJ!dE?a(L
zk~okU;6m}WOe{^ZJ{eCl3eP|*T~7Dg+5T&*kl{d5bKKRg)uP-T-rfDByt4+H<R?mV
z;}eR%#u92<Lzsn+g<f&2bRs_Yzs;oVJ|Yg{N!L~V8f$LRg*#~uGb}IofQGhEfYJy|
za%2&5zX~EnCRWFkhFgb62mn1YB$!6uY7@zFT7=a!2jW*UzN5B6r9xtNzgcfzX`*;-
zznXZ3)NdD<V6<i?Rr-(0@SO|~A3w53fc#xvu3a@OdKKuDAOsg^3DZDxuNej_hBh{#
zAh|REF-!DqLv$)X4_}3Q;E^Pukgg;7V9fH0^Ni+8@0XWw)g|3-$DnM@%us3k(|Wgq
z&7M4~ltk+##rM1?L@kU>RkSM+1@;|wThqhDuN=NBS3Ik<yjyHK6svjsr{f{hw|ex%
zTeQW!*x~ay7=hc#9YqIKDJB@R`LB(wZ%76dV4S;kzA2v~9=5!tre#q2k`FUjC&NCU
z>^%6yh;dAvU(IG^QL`>rcQVRmaa3hz9Hgv;&tJ+D=y{?^y5xOUEKUi~;BR%EcD>8D
z+F~9=#ZFK=M)qELVcOjGt>P!?Un3oQ89e{0pXgqY^Gq!-YyWA!9SbtrIr|R}Q~&Tp
zW()zPi^@Ym2f^6vtqdZghyGqh<W(@Z{!N;AgJE%6SFfD;>n)6nv<rWVP|n~19L<J%
zlhUO+F>G&MznS9MJ6ZR5TY<7HC{Q2eiVE6t8k=+$Ib5TmiZp#4H79jNCIU--BVp>j
zUaG3xn$4GM=EA10%`JAl<b2l^6NJD>{PN)hc_pc(`}I@mL<K>!YP|Vi%s5|59<5XI
zZ9_uT;?NJ}0v;^qk(8J?0S42WilEEaZGELo*tb5tpdZ<u=?itKw-O{JpOY$y7$dEz
zUbq30Of<CmHy54AM^D{Hh+w6A$^?cs=U@C1|KpDJzeA0eJX>Zt{`)8(bS!u5cIp<%
zS8UdbcWgpwLbsw`4n{aXb!Tu(Z_l~CXV#I&nd@i{CXVA$3x*KbsC}klZZ`Hhl^}9+
zOpP!QNBgEdtT!p#`<<5+G=NO~7j?_9ZG$G88O*t_vBwLP9ZZ`Tewcb7M&TwuzHXo<
zm|A)qs73wq``xXDA?CG$;<KAeO7Y?4s>4yyy1|*UBi@qmW?y2yFY!ORjf8)?jblGJ
zW%`)7ExEfrvV60Ill<9L)9NU*6g!`M&p)ZYd(ig0MUvwW=SRJSb@6&U`AO?3+#&X+
z9nPc%>E~7Vn@~?g?rNJ8yGBU)eBD-Z=Sc9)H(B|WV?`MCFnz{{1Jf6;pWO5OgYV3<
zC1;dhfd>Dz0FRhgxR?m&!l`8=`Jtg-P_c&ARr;=x*OUF%ypR8*V2wcoDWZpum)Ak~
zhM1V{(b#Y0dXD)jAAmQgc#q|cHyS&Kv-eqQrjn&6zxUoxewb20vh-jn_hcEq;N_eg
z=16<)X7;F{SFrPZbF_RG^0jyMVbf)f$_h+^Ft;&+`X8w=Z0-!+PObut+n(#ougJXH
z@Q6jDT&C_k^}NLNfaDX(>;_{P`MPuFCN}EQ5kb0x#fx7RQ2H_d=pZWpxC1bw4^FKf
zMZ|Vwg5ht^j=!6zJ-N*P@1Rr!A|Cv^BF+$oBR=Vnw5N~)Q@8d7m=p@r?;v<lduZi-
z4a+J^Rv?$Q2oJyM6L;P1@)O;a?3d(OSj$f7?P-1TcR#tySXQr44=PGf(XZ8%TuIV7
z#8km@g7rc52A4yD3T}O@3GQ1`lct4&R~i%=?m^|cIIMH>Eg4Vc(o5anbeFgHojcj}
zw}+ugLf(w=>&NisQS;SNJ2P7}$@nJx;lkOm3;qo7QQKg>{)a_VXn`3J%ZGryt+~(o
z1AuuO_|g(o^|9P`(oZe>Xomv@oJ{Y%!(%^?PGlLvKK_thPIWYY1y2%6Ob)E5&BE>5
z&N}A4=0C11q`*|n{gpW0cP!{KB+GkqZI&GH9oDomMamZ~FS8|#4EQAn>M*y(T3T+7
zj!!yR^lZv2!~!A*U7UF5Sg^&-Blgzk$Wc!LTmauJIVQGXobu$?-bo~nYV7K!E1R$4
zrtC76#$h~l6r<*$8)h4cc=)^`NzV)QWW50&Il}_7uHU?ApMTyw+h0582fc*m&Q1d0
z-rZtjYbv!I1c7n;a9wUL0hj|c>Hsh3<Va8=11Q08ntAiJ_m<SlSa9QVz|VeZlFeUc
ztCJ=$ltGu&B%HU{!KFXotTfl-?`hHbD{IwsUh&~y(n~JtC&l{YX}u~skE*}eyZPx8
z;2Z9x`e>X}<L(y?o*XjSirm$DKb3qhghKbyq3CMTIIgG8<NG=?%+Mw$nKBPr5^>}f
zc3*q+*hT397tZpOKLxUw`aD24C2iQ{an3IYr!Hczf&&KwwK`U*YOFNZ@D>A<h$s{|
zQxK?aKW}%eWRf5*JRHGQc9gn+YFf6cr`3JI+)@1RSn9&I>T{8EhQ_-x38SAM%D<F2
zsl$~`O-TDi8h30nqqDYTLQp^S_mAfgze6#4QieVg*Dp+J=6Pvx)7LxA<zKaDYsD3R
zm%b0uixC+lO~MH4MvoIlt5mCqLiUyKRP)^lIqr4FZA2g^DlTLH|BU+y-zJ~W+yDD=
zTT9WE<P7mZM>H^7`HoGUQ^oRXZh};#V!0r5fkJ&2vsH{_e^*N{R@{k=pLdM+Kp8<j
z*}QafNie~6(oMj~WZ9pza%mK1%{VaX0?g){Wu|3|GnV$XQ-YR_=C{C4tTDePesLmf
zbA2xMrO&@DFPjaozgX-!?^8wM9wtydNCPbxg@S$)ly|LgcB_v(H#0K^XBsd)de{Kx
z_#FhwIUc$FS?ADE%eq=oOo?~h_Xp)db9b=F6{Z3X;+X3(xhL7NSw`%|CgXaaq#|W2
z!wL`1^#(lV-R+%6U9YaY#E;a$%e!UT5SPx7s6n_!V`Q8Z61}xS5Fyv06g5uGl7XLV
zO|D=r5SAaGR6@=mVXVJ=WMcd6H|I_(6%=$cWB0oD^sJPE)tfk}n5whK1~OOCYHafx
z7vnw^8Ed;an9o=(r~D&=G;{=2AD&a{yT66oMyxvlNICB#LIk*!(CGtyx3RI&q752Q
z1cWsF24V}a*ng+o!vPrVG`R6$;0seSv8jaxe~@c}R)G}6wJ6kENiUc(Hp5u$#YUDO
zVyqQV_!ANSx9NF^6nQ=edGc}$+W?E@z}nHwDO*B0TV3@&{d2tiALqMXODK$i<o1wY
z+VGzyQ#%%KmZ~H_OXjXsQk)csJ<zI&;LBur(8WQxx?tq1D%=@mF>4$KWk2tk*SS7E
z@qT9(9@sc-ers;dW(}gnwn~KRcN`nudoGGNjX~YUX>l)Qq}pl2Lg&09GxHKWN|jMA
ziXfq|t?g~ZH`p4+7zT3sAE3Js_n^smlB8k2Ff;QGK0Y$p^Q(U={0=!pnsqpInP!S8
zkNPxnqjI!zN`J-LXPN4%=VuwQ7W%}c(Z&wlc^l-r-my;er}D3TMYP=q$E4~=k#sDD
zdm`npb5HQEVFh%k6PNWxa3$*g>aD{d<6X}ZBz@3@sZLW}i1UYSRJfA!{7nvDZf7<(
z*JP8on0<B=-w-qYe(uTrV1kWHM9j;|f}G_F@TtNrl$A51)*2TEPebam!Hm%cO%KFX
zVFaC%&Ha79hu7YLCr0|-Jw(4V0}qgj|AmqwajCXaIy{)*w#{D+RcMKSC6q@q^0e~O
zUD?#19^s%Sh~CiJd(Ss%KPN;hFuhQF@l5*2JDk{nxll6Mp2<g)`I_B(?KoJa(;JJn
z?S{)O1Jaj%bR{coHr!s;-|hG-0C!BGOx~}SS9dMv^c26kH1-VR!QIS=)lKO>9@@m^
zdVgb6#%5pTf=a$vPl`B`d*P=wn1l&=3Sv6Q<`qtJ09uVt3D00M3R6=AlKt~IlO3!a
z;o4r7c;P8hk=X-4<QCx*8HyVnbcUmiD^<sUP#8_JQ2w@_?XEDYLB}9eazS$7^&nq<
zoP{%XQ3(mUL2~%h!gcNs{R(R|5|mwNIGVI27BuhK(31R3ZDKLRpBA<q^eV5m@!54=
zp=+468eeYt*S;kAf)6b;6@30eQ*O*io#@=HyZK8Jt(UU<ZkT=Se!2c^%&<sK<MFfd
zvfQ<NGo3+mfwW~61~s&X%WACQeF{n~Kjko=*{@5+=2*i+MkV`J&$CLRHZyW@Nat2}
zKKt)*%^ZEAGA0IXGJN=&CYaVf<ZOt^`jV2~zSFw^(l*m^&3=~B()V!g!J5iFIli+R
zhFU;HTI)Ef!>xGp?ncq?HqDs(H>4a)zdg2Qf5!&Dv8yXMq6LtKazB$u-Q2F6SNz%E
z`qk0eGtlxrg&K^v8I!$uZTq$8KMKy5baAdMg&_paqTTSvPb~AJb~Ik)yIMa?xM(TW
z^QyzNk2%N3gLNE46Pecdc7*6jhTP|loU^gYZTrRETR1#I?z|JiM-)a$Ef!Xmmgg5z
z<U(%ga*9~$UX;ehs$XN+gyF+aA$W(m)nR?K$`6t>COQ93fNwQ5HB6-MwHU!4X`)CR
zMs*q9*(|J@+~L6@%8nMe<pw)4YKoDAk|3UQxu>|Oi#~34h_-E0*+1;p&##|~TZ6oA
zN@idu^o=~j&HL3<gtbzsK&{3a8D#|ZGRiB6m6B(D@otUhvB$vmM6|USHi1fq(h%^K
z3#h4Lp|qE&)INCoGp1gxq>a}zPyJ``_9^_oF#uC3ree=AUQ*`tt364}X20kYoG6=!
z9x`Gn+aC?YpXHkJPn0mwi*qR?Ev8hrUg#Fb`Vrx%e(rvFlUJTsy)41i74K@Z%#7q1
zTIoLdTl{?KQh}JPZC9p~WpNg?jR&03GzMm@KIK<W_FRXRU1Y~Txs`0VQxRPo%x`Kz
zj-)L8<(-f1{}^XkSa9DpWQD226bR<DA6JT(kZPxd*)l5NN4F09<!D)(zPj-dpP%wV
z;C@jm)u^ql+4#*V++USaW~FPQdM;BzFyH$W!&ZAXZosT|k>n9($|b;1NIN(ooADZN
zbF<cg-^u$AdoVu>vMNco*>a9bRdAVM?2;&$n5+7rBCtQ!PH3(wKg5#uwn1`3P%ar?
z9rZgMpg6PgyLwh{Y{)z|Ct9g1>S}8m4;0(M$n@~Fc)OkTC<uqYt=Mz@3rkVkPdT5X
z0)d<&9`)$qyvrYxD2?IveT&TNvp3erk?@p~L$>zlmF=>M>j(EpHa;A`CuMp2UEZs}
zwIPT^r3A1vFTvG#?fP|Q2?<6xd_ZXr;!3~jY7tNf{LX#KH#9ulzpI3lsL1>K%vswW
zQ(cQ!y;#0@t7cVb#YF*L&`**7tK!`Jwx8SY_-wUv^;c^tA%_pei-iFq7>1@qs<K}?
zN{^``T_p`>`ph)eUX@lnE^Y9Z`Yj(n!!ugAINr{azxr*ztj)K=tgwXSizmBN#c2On
zy99YBrn|e?7XfkVA@pHiqeJ1REZc8xSSn!|AYbqsa*vKT#Xra!zI~Mxi{p}gsOzvb
z^WYRru%Ms1r>!0PxXszsl?6O&3Bry|U`3stYtc&rW$q=O>&Qove@UKWf|QzBsMdsY
zzWE<i*Z$s+<e<#4x+w1WOf~WR?h4OfZ^5+8JfZVbw-kRT;_j-O>1Fl}-4=1#z1_9+
zZ#>VO;-3hG5#G5orPnQnYH+^T()NB5FQES2Md=oqfbjT@?`>${*Z~Cl4Z(Toq0<Yt
z2XD9r;@7&{pUr01P><{|WN#?c1RQo;G%y!3#^+k*qqvz1iov~R44z-eBM6>oOHWN@
z0y&XvD4i5YHxV&PmO5M16Vv9|t;~EmF=+vK+poiVD#lWuu^ZNmcy-&}>yz)N->ug^
z$ivVPrNqQ#V102`y0K;YJx<HhUW_71KbUn|^{ys2Z|O3T%xwbib-nQ-+f8w#T9D$B
zaxUqQqX{#gvFM7)Vu_SjX5r*%QCguV4x#2J7<kzBay`<=GZ<?!zd8NKNh>22^Zl<-
z*|YHT_a%GDnYfEHg2cU*nheHtxSUz1%l~d$xFErERTfUQ%d%rNM7@~*MPM8oBIRx)
zI%7W@`9Lv5H+4Ycdz}yGGo?A@^{cA^<0-{!(>wk{9=3NT@LhT`XS2H?C_#U+ZgFK)
z({glp{H*ZSD$l|>$a%EzhP}D|V%ak@?ng=gr6`#stm3eJ54YRJrZDx<!FQj15)SdE
zGcH;lB-JkVrtUwsyqYQwhF@DG4WVS+m<k)jV2BeFf(QT(1Ul>R$Vgw%mCgc-CtNPA
zeII_mu<)0)$!+-Nx&Alu7z}hRaG%ibCkHAp--AzBW2KiWQ0`<K1|w)R1U20wm&gpW
zXZO|$b00w#+JQAIsYuT&7bezj!b`jC<Z8d$!jrM@I*iit(4FkG9Bq2ZmWF2K+m#C}
z5P)KlX6eO1vYc<pHdAV%8!|o4ZUj&9)>1}Nwsm=FY0En-d?Y%;*|qpW;xbC^e+Tot
zDR7m&lobc7<;EV;3W9ZFk&T*D^<u+OXM<196~*<k$bsiL8rmgR9cSlu3zP$8Fp+jW
zh|`Gn6B%}b^WjSFgRwo{WnuV&M{hdb^B-S5v8>Xv)}1l63_V#|{nLw@^7}%~V$!(S
z6{azIQ+<<!+0uW3xFkIG**olgiXW_`vkf87|9*b>t2_-c)yCOu`qUU9tN<t$Bdx7R
zzBM*_<4mut<m@@y+uJ*=k5L2Fyw#ua&5LY9q|g>dSg)l%a9<)aCCbe?F6>v&B07Ga
z?c?e*<Irn9u;230s5ZUmzUcdg*cD4A*rW&YIIG-V%R<j<v$X%*usXkpB+!8Ko2l-y
z&=UnIa^1>N3;mcEkq#VHo9hk1AF{3LZxJ`xM?7&{so$p)XBa}Cd@!bIT6aoC9hP=a
z+erJf49ZL8Jpmq;0dsa8y1j`Cb?D@ywmI41O}oPHsY?1oPt~^82Y2qz5`>22-E0_~
zzAB@K$Mo64*6fny9m&k*Ky@r?uWx<)#)S^(oeq}>C`~YoI6G=Z`oiixL3eo9Z9lhN
z@aD~%FwX>-!QmYo<j7D(z?Y=~8KoK8N-f=;L?*?>G}K|@Qjx@?9zUqn9&tbRPfAGY
zK1-Ar!bz^tT8aF|Uh(lYR!)9i(+Z(}o0C}GpCeI6--H-?Hzi+Qb%%M=9FM(3H$45$
zPc`1;P5M)vH9yLZWf`*F^^|V3+{CfXp|3tos(!I->fQHs(m+<m`1=lx(Zdz&!{rcE
zG`=FOj`A%sXHQ%Hrj1ng^0n$%ABo9j%sce&9>ouo3N|g??F{<Od1<o)#k7%S-g<kF
zF<JS}+S++6(KWr>@baEvev8Sh9j{M9E5EBUz{Zis=t&GDp=707YGq)j1K19n(90ai
zz8n;6E{<Igr0)-t)|%YfDf6|bU;pUuvZ}3^&iTEmJDakZJD)LJBD%wVC$9rq+1%Z2
zaP7%Gi4_t=KJxp#9~7)gJu+XC1J}p+^HIA^uUv5Ax$tG4=<)k)a(|`e#=czqT086$
zyH|ndgtupBnc=rfciC3FO3L3A@(eQWv=O0<|DbLw|E_HQoy7)RQs-FJ;K{F~MTMUB
zpLQPwWRX#1<Ai&-yIU9_IJJOR$Q4`rZ%Ddr-!6&T;-@T@nV`b-g;=%&7uGq_=XlgB
zbvB8@V~zuoET5;|?0e|+RD^=+%e{B&6I()$mQ~k~x29F8<s}i_^b56H-j^<K69t4j
zd6B3*bU4+Y#(7sC*@Lrn(ad!2DaqzliqB-|6Fz*@G**f`_3P5+8Ug<b@uhEOzg~P%
zx>dNv@22~OkC-n~Dv~#g;P(@IAXxelh0x_hHA)BI9vx+waVAQ5GHlfBJSGhGBUuAq
z=leU8?y5(}a|-N6(O_X?%RmPWD>>*qbBEC`t6+gJD>d{X+ry?mrx}Yg!)YVOeK#|W
zILtov6x%qJ+sX3bobjnAMv6ASt-z>Ad_{kU&-TlGZFH1D!_?YTxuKb<*{{17u7{L5
zoVu6)l0M%Q0(st0ScU@mI5o}vUjoU!e(&!wo-1~rN&8|pjX5WOxxEvq_=E4D=~Jlu
z<zL2RhoY^?Te=?GbgyDoO9j_c|6VOgCX+~b+>o+JW<p5CoYeS{Iq$a6w>N!LOndVG
z;fBC=5@h}w=0>t`PrX&RebF5+<jrT+jY5Hk3V~z{E;>J4la!!z47<<r_I^_xFLPKM
zMv}fq>2QEKAa!J+Nda!C=Kn>EM>;)_-$cb@gb7MXY%{Yz94$|^v;siIPLKROIy!WS
zTo7)&06;JVsX;WqIcaX*UK|T43@l(jn*q&9Kv2*<@O^i7c22FX2E+Uj$v^<nrGE(F
z$!80dTCOy`CVw*tpZi>m`ERR#^`)4X?skx?u||+d=ZAZ@QF&H*=cKXgaO!+``Z24x
z)?btOcJR5rf_&<AIMr)MUSpAgYlZAB*IU;lRaj}G7j+M^a%(Emk`fr->3Uy=>Wg7Q
zZ0f~&=HOAqJ6@pUi#X9|Tu?1zH0rxD8f(S|CztTOnjNuyA>e`08NW+xcWO6X)OrTE
zHXnt2*FiNF)v1oFPM1f1Tvi-kw7r|93%my;e+O~`l2cRfSDuYKO}4--na8~M8lor$
zRRx4yDG3d<wql!_s&|}c<0B6O9DryjP|7cL@S!2k;KOIigZ4yy_bsd_E?sR8Z{{07
z3Zw@f1ml$(3JqOx*-otB`TLNV7z)UqT<uakB&h&ea3Ld3pz?t@h=8^*bqTGE|H>q2
zJ+x-4=M=gf*f^{XDX$zM@C1;iT8&q!b9yMVMSg+y1@wfWL~I6M3?h;zpcn4T+<3nT
z=_&?htB+4#&f@$apX+$iEh0wjhP{?$_u7XG4oJLPP@DhFtyCdr{C0-g@UICw5juD!
zc*N0tJ*j!kto-+QPPNp+PVxRbubW;GCcc-;BBLC(m=@mhBFu(uhH2%At8@V(USi(+
zi}Y&dOMRrZwQkMbosW+S$%nsu(7o#2dcbD)jZEr?8Pf-93C?PPPhRWpdo!g~c&x%W
zTdkpzNl(0f38D1M)!kI=<u^CR9YU=2h%(hcIRGGL)+i$Dv;${co>F*!r@>bkEnrDu
zGhUT8#z0Q)3twILEP~nqRmd_G3$u^f(|=4s-KPgz3Tpl#eFSg~`Vb!<3=fkDCafq(
zFROCe2n8nwlF|i%SN9)1LZZ76nGxbGg|3dwlE{r4*occzO6o`rADkZmKmg1nKA6VA
zm+7O%)&jFCL|=}e0@2XW;ulnJks+=~nAv5InOa%~A!IAiR=BvhAlkC^iCWNS4L3t9
z&J^Mx1B^+?c4EMK;Pn<QS98{;B%d6sC$JUG>;x4R9ms6D0LbqfxgCxo^t*51LSa*H
z#u=}j?5m1jL%vG^n-X6IH!x!i=Dl)1a+G?&KnOd5Pna*(v07-7u8V$;n@%`;_*Srm
zV0&^=xSc2i2B;H&e)Gci6r}b356<F@TYkIcp4hU}7?vGk)Nmi-b2>l54ta8o8{o1;
zV<Q*@#|)cmse94*TRjbz`IKjaMR#ZQ?^)hJGY!U+{=rnk*5VsyH}szDWzpYeqnV9D
zdz;OfWEURnTFQhW*X045<5z#UvT}oz>!V*kGSS_AhPHe9gWota4b)9YHw{3MjEAcw
zJ>k)r9`83mFZ+iWZZE<2Z;?sg>RXe+%NqT^(5fgql*HZk36QKQARvHO<hE%i)wOHa
zAb6)v?o1BoRa89E)JnK`cuinPm|i(y@i>KsB;xXi)#7`4>K;rdL<&F>l1oDuPXVmt
z6zSFOwo&U3UCyS)MyWJi@Y^Dom(<j2Kc4d<EEll$cvT9Ki|0PR5IvR!mCdwK`-9y2
zN`{SckI7WysdhCqg=d;`CdauDC)YUkLn<=&#lRX`HyX+IqGzH&OV>bWa&lmOHDT+w
zgVuwa3}3Wz^{zcdV_^BawpCEUsW+=D>v=A~Z>loY@x1A+VS!T<>ke0;F^a75it@k#
zd-OArmx3PKxer&C?uQ!)OVDlL5j6!GK6TYaOU^z0?Rmz!yVS?f6V!sDQdk)y=^D3m
zb`4JmZKPB!{>^h}1kI<pFioHPEREnZe+SaBnO4I6{s}$EM*~`u)0Hsf#`qh`X9Q$L
z1tSd{6x@{&CImW$`U>~|z^stSC4`(7A5VvXy+Gt|5_vpPW=#v>W+)Vh#ldq6@mBtF
zaiA$?5f!C_P`f5@t0P9>Q-}>ZoV+-1bM1zP>8&JUMsYfjoEuvY0?-d3Rj!Rha`VLk
zH|fgF#|GeJS9g7KU*c<QNK;EhP=G?<^Kr&Fdi?h~M!noyu~GK<-N|z5LeV*%uS^<}
zwN$Kr9aZqE!wEnr%*aD@ZzUVkd8BbbC*Ws-d(qtL)o!F+QBWgx9$BtwQ}Te>Jx1Y>
zmwMBX_gCNn2<DkMqZf4p>R(-!a4l$=nWq0W^x({ibE$G3rTk<<k>m0ykwoG=t2BB0
zcay^<g?HO~036<G3D<}osZ4p?cEt#p^!$f`>Z!{nr!+Rr8mo0f!uEc2cHTEPXNADH
zsf~>=P;(57Mz{lo5tM37;^GW|`9dM2xi6|W_j85dzgJY;MgAo0EiilWiix47qo=<N
z&Ovacznu8~=QHd!mG%pphg-&=?g6(rE?nC{)GZ%*E{1q#0q2DDIw02#9Jq)n2Q<Ue
z^QOlJ7LI!N?!_!SO@m(z?1vfy$-DpIq72}F;rs6^DsG_0^$wxE!<O_UL0BDD_y3L4
zm9y(#Y&Qu;7d8A$HTdxja5LK+HcMg+o5jmkODq?Kz@m_|azKHBFS!jSASe_(<vz>P
z)MfApuvh1O|NiyLhw#tI#kLk5S<dxqCnTE+C+r+kxCX3+_lwlT4waPemn!K5V7$Va
zGMUA)rL}d|c5716sy@#Us_l0Owh^QWoezBpcYp6n4CrkU#)?PkMT7>=5Da)Uay6>c
zv1Z}9$$yY)!*UzOK+V?=5a7o6-gPOcd06b7Mj{>>RT0@)hxexymzk<>1Y={h?yaX$
zdwr@Tw$<m>Y4&OE7eD`qCNO&)VA_hGk>MZYHt28cYCL1U#p*A%I2it@dEuP|f4<Cj
znM?f~bd~6bEF2Ut=Y8}|g(M3b!P|h(r(dHP{1z>sT>57@g0M)WKqxB{TyCd=h%&AE
zH)4X2X$c2-aoH<J#}+_}Y&GIAN?tR%a8m)qBP<b?8|m)H@$l@q^y_j}e*te$Xb6BD
z+j~GZ34qu=&7;^nDmNn|7PAkp0pABnM)!|gLBq)AtB?dSQk6QP0+s^?pp1AZr;<<y
zDT`{6$#P(>4y6-%2P$aVjK>Mm8d0u(W>`SYI^FQRXa-j<RCQmDLhOSTZ+tQYCJpGI
zG2k5R4@EpNP(j>w+qbI4>u+mmnFdJB11&A8_Vzx$LugmPPb&lv8`!4g7j~AL$Oa3u
zB`CT11~$;+fHH)5MM1f&Icf&yAh>~$U`C4vnYdXii1E9ykOcm?N?m@9xL6!io`&#I
zVckoD;}muve>iAq`<&d}Yl`!6Q3?PhGd_V>PF8O=9v(#HDha!P{|Grn-9yzu6IYcv
zb17ixSh^XxgUcj$rIu*+f;tTS5gO<dwFX?Mv5!C^#Dj=@z1hfP*q&@B8T6N`vz^3u
zCQMn+h9n)IW72*g1R?leyvm=J4KJ5ghlgJ*RK@%}dr(#?Z`tkfeYX?K@5~+RWC#NV
z9XqR}5e8yDJS8PIsVkba0cmy)=kpQTXgYjo#JX`&PvqUoo&HdQfbR~uBG3IAbc8fm
zH^n`4dyM*K!lBdU_*Wz!4lp*g<@-f4e)gz)Zg40EI$`1PczY7C$autl6l5tJ<T_gY
zMGxT#$)D@l^TmHkAp_mjuHPjwK~n5Cmz!>Y*#xw%>iC(6=pEdx0;{VEn(kuY^8>53
zGW+pGF&K;8cYn(cRXcHmM_3DAAvP|~7}DMVT*3)ROJxlWKM+*SfPlELxOhhN0G#G(
z=xpGBQpe4VmNqnG2E}{;?B6SW;_#P2oimVS4Y{RYsSW{95JF(Pgp2#z(h54ORHDwe
zA;+m}_y%AzfG~#yRBeGTaak?S2#{0%cK*s>PNhUCJ7AmvbdDD8XGEaKHTy=8wp`=q
zcYA)LsRQYlxbO9A#-Hr$>>yMeCSG1r@N*VS7z64Rng#w~ZDRd8s-dCrVzREbb>Gy~
z^b#Rq3!E9C_x<nz8%Lexs=mSj0v-pAP;!dE)Y8&>xXrLYtRw0rI8O(X1H;0??BtZK
ztT+G+*XHv0{rxYUDroJNRpGJImMcNFRi56Fni@vdJ*6+E`@U$OlwTe$G&Lm)?C^H@
zi3Kp^V)>E}y0IZgX7g9S-o*fAh*sYl<=R`V?E-rlK-?HGmq|U=3fR3+vbsK#qgZRc
z-^=@*v1Wi^lHN19*!p!?YhlT)3$MwsaqQYN-ODZ)EeRUbheOP6^s*)?hdPHMaD6Y?
zuLoL~h{@T9mqN-wyjHu>QX;)|QLkcfdxKZ}$~l@-Yaw|KN)pCLXkKZuMz6N@uwU!C
z1hy*RiIc6iDHMbinV524I^44t#>^52Zw5r#MQIN-!0yijZ}O*okF#UP-L+9l5IVP8
z1A&H0*x{D;w-;#O)<>|iu$gI??#jr@eg#845}s?B{2efc(6NOCJU&!}*$zNwM~5oy
zZ>~_0Ubzx!&3;@Udc9h@#jG4k15r=C^J*@VOKQtY>gnc{8i+uZCAqiE`WcYeNMP)X
zK>0uwAz+HHrLFx1o@o1Ap0$-#_~+05a3u#Hyh6;=k5Hz=a%8!2LnecJf_&o5iM5I3
zbtWbha7ewv!icxGw_l#0y3mQas!>x30Z}ylaY7*cP)pGTq{0DDdv>nPaK5exk~j<T
z!p`TX|8mAaQ268d+}kCDr<0nB2^gC}m(?oX0RjGj9$(fslx)CGmElb8EirqtyD`ZK
zhS48Cel$p2oO;9U0$lnAy{V5Jnxp#I0q6uVpF!#f`qweG{R%1R7lLdxae&6H(3BG4
z;wodSR~$3I_X@C1e3Vx8YfiXke2=jKORn4;<2pPFTI&Z_jiR9~4aPLQ%aesmgzAl@
z%a0$V%h{#4Dy22eeWTRBR+-+}C!q7dA}dj@3xD_9-~|=8NU8Z9Znqpa<GWgcn+v7a
zHeCp0e4G(gW~AW8o_SyiaY<j)-EJQYh+OdZDAv<rKgH$h49dEnbIlmiZU|7`_QdL{
z-#=Z{CkEd6^p^Y`{bJ*wby}jkFBa5CvRTrXa4|0~rtaaP@sf{8)qh_#x@Icjd$V}6
zdeM^Kz-}s%m(i`~H29In$Wq@OW}Q$*iTrpjRYNe(-yqKXyRcvkt$}v#526gj>>9a9
zjnJ3Qk5Hq*Q`lO)QHKv0Oc0b9Hon7R8@?WiV5X3$Vdz7kQ1$1>?8p0SIq`UUz)C_w
za@%=;B8y}dhK7b(EaYbLsk&qbXJlkd?3sCOOFo8Ukb{#GQmr2+l-zvh?Og=UY64op
z;F9weC_xLYhItV(0IFRx2(D*5mdOE%Dk`MV5W@8{EQDZd_svEewx_RPi<5<<O~e#E
z#~%frp{bBN6I1St;CFY1Iu|&(;3WVxhcSFcwl%~Z1PD`OfE%{^-a=eQyDNjl#;w7>
z%}+<DPH1Rm7n&mK@rfBk8#0pKWV>5~5F55jBS4g}t%)D~y|N0-F)(bjz>Q?Z`iy1U
z;!Bb#QDg~!1ytudTU*NFW^wXbe>?y;+txn90mUFvcfUE^l12Iju-78gO*l+>92S+3
z?-d1(V~o|w`pFkNu@JIH;7Zc>P!elO4=wXcx}3^e8~M(3$|Vhj5<&JTvRSEai~$d8
zol&)&7e6|{zwtIC=FI`#yPCDqvgs`<h+6Q*u&<u#DHlfUc$<27-@&b5Jp4<ekR<9N
z&)sF96U&83Ch#+hydh4^yGEm*999v8IGbM#=lb7#EV1MH?0M<t{U8UT%;c_X@k^AU
zNvo6w2`xHfM5maFH_yBn$!3c*gz?OO)l>yv*^Ypuotk<1F#Jy`&iNi$&!qW<92Ubz
z1XZ7Spm`y=;lIC9wq*RjP&XOO{{!l#Uk0Xz$j&J!inBd_p8-|iGC6sgdoA!c!Oz;2
zd|(^^()cAhC0sZppu9y=okOr5K;kcg?BoEfSEV(WTM-}F<1@AAw>b3c=wLCJC74pt
z(FH@>DkpdrPNBb@HpmrKN$1q4{cn%NMJ|O>7O1=ep~8t&=cMG)$?Vk23S6%8JLa9+
zX!-|(^DP4yTq(##;ecf;d4~k{-GnUz_!@ZtIP=|Xmp_~POI4<p!+P=>m_}-95yewB
zfGdH00SRSA_^MDjLN@XpsN2vXjX)t$lp4x;)u+-`+5gCT;CrIZ^ZX)_pB%`m>T7aL
zOsgmri6cb(l68+%1y7afljhmIkgV^fZPMumjEv-2c`hKg0+UHhyCC1&`HL=fvMd3=
zM=5m`hsw5yX3UIozv*pdcBy+J+t_Wz8mf}(J4H{@_2{;A#xBfquIWkt*h<m5Hb!jk
zSIs5q8@GL<;?5z-ZL6z(ug$%IyZ&nLPu<}gtJ|(e)ka5!s8Xh$4p10P-k;3OyY@Hl
zp|69RCsR;h<dx=@*4Aw6or8lr=1D;094fPp+jay(6O!|t*9H_iw->*^xX0${a4pn`
z5ToECGgNMyv>jv)OerW-aEdD2mnY!O*@8wK>*&Giu<BEc0$~KZx6{E%3&WM#<y)M(
zRch3Cfr+FVQ<tv@Li!@-Eu#?Y*gLkN#1f}UN5T+v4gXlI0WkC>1k28?K&_c$LQtCv
z7>0k07)RJ9kg)5OO(FFKfxbvqPfAECAfcd0cLzhfBy2GXvo1G*-~rd+Md4FnMV1dQ
z#e*+@zgmieq$+bQXIuI%|BE?}JKo>hL)Km)EC{$q+n2$umll}t4VB9zE{<xlN+uWH
zXVD%;g4m~Gs5Ph3wqKyd>CST61ccKbV<GM<FtI}KEJe4OE#XA_Sb*-)-FFh}=Wj!P
z({AlW7Hs`K3VXS{#JYxaC2dKU)^M;h)VW0d9z?S75Y>)jCGL-T%CZOc(FA>syhKkU
z)YSHq)VgM^|2R~g|NA4CX9LDPVx8!CC0>($%_#vV>(0I$zVs9UlTDYlRQQRPeh%Bf
zKCqfd9f(U0W_<g59JC{Hd0j|gK}(VLhr(NgLp-R5l_`!2K81$QhJCH$c<6=fFad1Q
zJ{ZY|&TmMC4LhBBU4HaHR~k4t+F9u&UB&}pzIPQmZU~!mBE;$S>sGh~XFIlgmp!1!
zZXX$;NlAfNUqF`j9}U4qx1#3!8pQ8xgTb7e2zv2h8n=Z^SAvLU22UsaIyVMm<KIhn
zjkDYTds1+TO1E2cOz1UR&hjkv1?NA6bFa(-8YcH&G*T=Z9ZV4;dmMG;piixERFmrC
zR_Y(S3YcjU`6!M?utO<9`YjF)4s0TX>+9=?uoIpj66+1)D<+72hZ-5_0t--N^!hV5
zro&HZ*T|BJmm+_Jc8wReH^?z=;FEGZ8sH7;_zfC^xb4CA9k#<T`)a}%RQEZhd5?71
zFEA@H-?pi(d2b)bt-QLbdM2Oqxs>wwP)YHs2T1UOxfJy<LvXOGj7MGeBZ+|2_q3cA
zqxtsYXcKw8%#xtT4K`-l${MDz*Ks~JSrYbTpV*uaAM6XiiKu%kt!1Q=dF+t-*%9dJ
zk3;koF5W{hYMKw_(+}XUVh(q~)Msd;9G|h88f0!b6qEeAE?mnf%~q)BtyN-5_~v-&
z=BK@<E-kdM?*Kejb-@_g(V6aVfOG{W7V}fOUAVI%r8%Gxuu!J}enbo^y?;6`E`Ho5
zfa5jGaT?8dWu!Fc=Simf4yVx5@;DCEZG#3>!iWo~6_}VLpMF|^%c!cQJ)otJtqGcw
zJul9MlSJ;`1-8bRlE@QB-d&pIb~r|X?4m5bu;sisT3+yYp?`0(J|AQ^^BhwO0w&9p
z$Af>BToO$l&}0ZkE?m(tIdfFqOMuZffOQaCGIHex&m*wtUIDe<YPc8+4pkgz!3M$7
zYx?u&3JP9n({D|>k}g|p_ZU*=U$CjgX-D8yN|y^20XxlvKI-%JxspMXt)eZ%alI?x
z`?4_^HySq!W+^Q*T^$rE;0SXR`K>!=AZ^m@O&jh0bBaWNT+@e*wBz<-8-DarCN0Cy
zVT{1RIYpj_HKgomSClWw4?VrK1rd3!VU{w3GHeB($n&YLpQ9iAouHFNkx)t>k3Kxz
zUooYtjLa@>!e);BW|5XiUuyp621H>znIo#=f=#OssIDfBkGY`5)V|OaEAWSv{fqQm
z)*zJn(9ogLF2PY`d*b4HadyB1Oyz`=JJ__ew6z+uF2kT=*hHwykN}UwasV&|^Z-<T
z$}T|Bk#|v;Q#auUhBR=R)4GkbL_u(8Gu7<Roqkgg7@VN)x3I2I(;MgI;_A-y98_>2
z+%s&S^liUjfVX2nOE#Ss-kH1{&3+stb=xr4H8S-zNF#_MFPK(h9aSn5#65rI<ZJ-y
z<krQ_3*g%t{QP)5ckOt0$s3w}Odw)`2Zl5t_ctbO`=;=+L~?ysC7xi-peJOUt3BkF
z^G}FLXfNY^O5GbcBvE)gvaFFg3<yQ^>%H5PwDKwY#Ar{p6JKKc1}moyJbvC*m5}qK
zi8JRe{^vhj&2le%L9YNJV|+vcYcmpLX?|mB+H<`BbK;#c62`Nr;m1EY(U_VtdZ~x5
zx)zC=BsP&EVJbhp$}fj&T<S3MMJC~HwQ&voG8a~H`HBgKtTSJ=PK_QrQPADiI2C#w
zppnAK9lCe-t#t73F!8pj6Hy(xMV|s$%;oVrE_(|9KhcTp<U~MMc^2ZKk^h8}o?bT%
zWzk|05UZxJ0b66399lO35N05tny13{-tb5<&T{GdkdT&mA$zrAS_gHZKiXH^+}slQ
ziqJB1)t>$jQ;}e;{X+a0`=cHa4TP#wxv#OQwF&h3!zq_-x2CJ3qwq22-b2OYWIUXk
z8I(?fe7p|N@XA=auAo*_Tm*&>KthVZnNV{Ve9ykU_|Upj`r<b_vYAtqjT9Nf38<$W
zt8ww$aV`mux`q11`jC#vGdU?dGJ|@)zt%a^`IU)pYPPPfn@&Ce{a4~=u{O{!-ue`2
zC^d=|O>tXsWlKk%b%$D9TPSPNw|}ssF&)okCbmQECwoV;Zv;L}l30ES1n^mA306kf
z;cg_k=u_X``L_T4iHBzsq@N!0@Dgbz{cRX+B(*)Tco#*eaPg*wjsvpK5VP6{ttKfr
zaxjYXsT%9Oyo<RG<#=&>4E*ao=y<+9>-Uy2MHiPoizji>cdU9Mp3C#-l&9>{;1`h#
z!IdJ4U@A+WIG$|@r~i8F!xu6nDuz&gQwds8S&9X(u3EtejvT;${VVa-qs4<avco@{
z)zl|MYDWIPe~t8Q+bm=#!*c(siE7lsL_d?5(FXt#^y==tsdK%pe~q*e7@E+NXLA|?
zw|nHUOqHq2VqDjmU8|j;VTznm+IF9vF5mTvZr%Q5IY-@l9?{!QDcg7n>Ss>ZQ@N1-
z$b1(J8RZrFti@0N2Zq^S2Nn?ohG{Vg`J>71mF4ZK!4=Sfc}A^P`Fbt(@hsCGF|a|Q
z@0x-2<mtgHLw1e0=$>=FZe!=oGC@71>o?f3HG2y(t$SGiSf_F2vy_6kawTHv3*iEP
z4)2-DY{;BKFSWb#{=JCy_Kn#0&Mdo|>u($1c>nGyq4jYe|Kpz{ZzolZ*pHwt-2{<V
zQA!WCySUbYgS{~n2+ZR9hX?sKXxr^|9~Hh&7TZ+Z^87$Jv-aY!ulKW~?Q$*!bU8?)
zjs5=K%WaV%n9sTBMoHf0Mk_gz-8=|MKYVV0|25=&pT67vY9k;Lv_5MJLL^*3>se&I
zj;149FjrCx=mA2ZA(cb6hS_e}hK!`gs|VM$?}KRrhS(qFZW{pc49Vbup%gJhc?}Tw
z!(3?w0(T%)#AAg><9voF)9ktCn><TY@XDB=pdZfroE@6wW;mcCF|PivuRrkmcdzXx
z1(hr{%f9+Azxq4cG}AWX?hNA_FONFO$pvn^%qdVQvX%3hM#S}T>gey2D@_@OzUjyX
zVOs?{A2>B-&SusPy2S}+U9$GS*?5VlwrI(-iafpBINU`2nnh$NX1Gz~IsP-gXZ*#M
zsb>aPJ6O9KZ&Hc_G64m$zS;XTxbY7~(cJjlc5R0k@6ixTSuPCRD3JexUnw2R&E=6o
zs+9E-AejJ%yiFOMe=F|>a~%;jmU^*a2B{Jc<@S`3b^7$BGY8xGrphPiXcM1mg4}(t
z-?;R+q|8Ns^Nx&cDF&$X91Q+<2Bx6fjR-;L?I4{bIy(L*dG>a8DihJm19@@90l8V7
z@j|L|*q_0R4s!~oPd^c`1!PyOoF3)eK>VItTU+ge&>$Ev_ocXJ;q`ZZUYdhqCBE@f
zWMrDV4Xpi-Y3P!3W>S;tX>8>SJ4fm;aDck}e|9YPi)vDpK~N^&gH|ID&HaEI3x&$`
zNU0^8d}3{GZmvR_h4aQlE#Z1KRF&-ua5t9(?PP0Oh^ngUWy%912z;1jS9|=k<LB?S
zZudE%=>7eDVfuT^jQK#otcdf_EU-5r%keC7kL_Vl<9YpI1W>JZ^7dPI!#wt=jLEXF
zyp+3S4An}MWrQ@<=>tTPb$H_xZJu)Niw*gE5brm(wc=cj4Q+^sQnlcBn=A15oUV7+
zQ)l+t_L2uQ;_0e|DLIb^n6#GuE<Eo;X<Rky${MuW+<fnFLo~)}cd9LOjgp7gy~_$S
z)fWBTa?*t4ayrs52l{4({Q?mbyne9hFhlG2>C>l33;oqA9;kWYo;ba}9txchXz^3L
z_>)eE3|(789OKRhfb=y-n9=^gSaBM<6io<Zv|!S8g%jy|+16}fdu@|T0!6P|_$;gJ
zuFH1nwo8d=mxJE+{_m@69rg7JH$EXz0BjG81hVM7j5}IwpydkvdkhrPnuiD0T}o&>
z?yBrn2R(cBW7=m4gG!9)r@Dv(0ie}r5&9>P7MYN4Am(`<znm5B>Z@@vZ2-s{aSuHX
z<0@$Agsc$*b}XKFX=+L-jlTz)xY=qCE`UfWP*zYQar<`o9)^EdPY`z|Fu;Y$n*xJ_
z)x>RkQ{NBlr@rYW16_Tg=hkapvwGS#;j;`ckK?c~>pggAa-}%bl^SPg!K$fcf**dG
z3|$!1cdsQ;h_(>ldDHOS_zH8>Qkiy4Q5r?MQCFz|&1foF>WeX3xxCt;mAS=cmG5mL
zwIL@?(S}qCi<xT&!AK9}FZ+<hwer8$zi<>E2fh4Q#SMK*V5v93t%ii2J|rT74BBG%
zK$Za{NFe3`YflPBC`fP@q?SBh@WM-WwP)wy`90N1Wo<KA7lMUPaSK?hm{Wi|Y=bU4
z55hX#hY*}x{d&C&dkwvWG&>Ip)$I7+K!wfy!vi%Rw&$Y)QBK`Yz{ZXAtOg`oW@(oD
zA5}0~JFd4=PsiFME;scJ{`!@KuX@g<rf2t*>vIlf6#x5xfZHQfKum)nyVTqT_4-he
z_fDAJt5-$sa>6BMJ%X8%RGO1Hng#P5T5+IG>Cd?ctKA8;&33&wTrka8ny60WG*R8x
zGuaTsx{N0ED#-0^vOD>GEOIq65)-^1`Kz^N_`bZ=2YTjwFaSNLiJhNVP4(V+Q@i~x
z-hN%^rg`kdNoCKDOI^RHC-nWP+xl~9_0`mT$k{a(buZwCbqH1!{vLk<YNNh7+z?{f
zw@Z<^!bh)-tjrWH4Bx92y`E!qVlHv{#`6X5*>YHzH?jNmPDt=#%lPxSM8mkZt@fSU
z(8<ublc9NR>lgeWCiUf>uRXUq3jc&UT;8f&d@gN17fWEX<SkSiYcR+z_KWAcJBEXx
z%s0cZceyw48MJbve~xeigCzWocWIJjCO#ON@*LYvkyxVsK~T;j&XakWNG*<5fZ+-J
zZiLBh9~;i;gxiLBWVy*#(+J<%-U3USRGMdRP5ZOeO=)xT;Tg7h`n`u%gE{Ucq-{ve
z2bgHiMneD>$*dv2YTJWtY9w=ZsBq8i#ri^1R6RZr-2PO}XYCvD`((BDVM=@W2e7#!
zQY`>k5Te36=0I|i8d?<xL0r&rvaq`~K0c027H@Zdj)+KA|6C`m_TfDg0_N*KkQOZr
z__QmlBqK*e;jdN{egf_$Ac;5Mh3`H><8K$3)QTLIR9d;upa*6QjmubZ0EKXV@ZYp*
zT-aouk1-7${^|cz?Prv!WrFArHC~w%tim_PVb#$`@A{&583jLSTc(}&-7LGl7$qhU
zrJ9wITSjc0BK6htrKfk&@7?06AT=}tjfkJ|dWxH)osSQ#p38sREKyARl6X0hYG9=B
zcEz)CT3NNuevMn&Sf?kv$%SuNmCze?M8(8Pd$|Fm9S9BlXwk5`pxHYU&i7Pjs57f1
z^Qp}_NZ%Ji+(Q>up2Cf0paK!nIQaSbS)A*us2Dl?Mwh>Y>*9KK76xY6+#}q&RX!Va
zC*7-i45H2ko7j^;PbzH%irnpqzdO*gIoz5R=y?)<_bpshpKXi*jQMvJ>(jM<W8AVg
z#9e1PL)%WE>(N~C5CKFY+*k^n5)om=-$$keT<9q&()Y<R;Kuo2*6bsIazO-?0$1E<
z5ht$JU}|sBxxnaxOj7-*3e*r<EuKC-3&zmiqftLbM)Uyz4TXlyo4xYfhKs*aUW|Op
znh*5{9w+>iv^&!CK<Mqi`zEK~!u|Yc0eGkl(LBbRps$z(ESfB&VemkUO7YUw2g*oP
zE*JuAUOaqpx+ss99TI(02A|k;RxU=)kLBryc^7SS8cQLQoQ#W0F;}rt<yfDy?c0^(
zm7+UsuixH(+L2mTr^LqH;w^2uGi{Jz@bK_h>@F!DsZ|kY?aNz4=>kc9x?i1Af(mT3
zoCVBH9OJ6T@ATqNK6x)4UQM-5iuNVW#qcrr>nlcq=%%mBZN5>^N=OW%O)7>q1=}<_
z8%wIjpD@u>m7$Y~Yji$9>msd;a$>xD6q#2p#}xe?jw}*t>MR#=B+&<EfY>2Y(2jt`
zO$3F5F}zE`#$~pXp%UkZ_jcT2D&xGA_SvBoxrxAbH6U6KS}Q%bHG$d{r=?yjy6!)!
zyU<%C_VsOz$&Qm(EJ7r5(8{gR$eM{o<_jQK@Pj<pk&GfW#+{!xlMH|l7W{z*MgUa2
z&jX@Rr7-0l*sD9;md}&pw_oUPf#*csrU&Ia^n&_HaW(RFvef5?=&a5dw6`k@p%09t
z+n5NSj@kE2112}v7{TNsN+ML}@hZusJ#r&8ORt6oNdzy9us&ezBx~fn+Wz~9-nSnF
zW{@QLD-gRV0_IKt*TsZtUKXYuFrhY1d;zBi5(5O|)0G5n(AglNe~>a020SAIdVD;*
zLfc94)-4$9X_ed18)sgh9&UO%6-<})Du4a$<F}ii3Ny%_N1B<RD(*(A5;+j?dwg|$
zNm-Qfm`sDBIDJd>mUFT?R>qAGPL-BNQ$AO(giXEJR<@EKN{`&%t)IBKr&^wVH^G%g
zgmL}*oWi(DwNNh|nHt5SM}hT&a8;54LOuUQ`rpB<x{fjD7;3ox4^L+SmF3pF{f80+
zrAuiLq`Rd<5NYX_5(y~@k?uxR5b2JGmJkr>5<x^lBostI8YD%5|J<JU`_?*Z9glK+
z;@*4D?3wHO&G_OpuC>{plALvdq`jSf345#`^b7QOyC3<ijR^>&x{e7$sJ|_&eog-^
z&ct+kMu>xm_gGJW#tFOJNlT|Uf+1v?CD`h{|3y4(rv(t7A}m`;$*W(!=qEo#8cdMn
z3Ha_<J%rhZ@PX&u#MyayZ^AcaZDWHlKnHB~t#911Rf6AvCsy)^9>zb3Z6Z<wfU~p1
z3L?xMEO7;XTAECN<f1P?hA)9K373!-rR~Mk0t!o@(K{9eAOHDNXVIEI2pW%3P~>SS
z9iE;38Lhv6M;-JsWC72fJ`IHx<mj)8WLS`^Soaey1~dhuOP_$o4dF+@kR&#Qy%^6R
zOAqD|n3B*5T?>RM4TEWh1(1Fa%sVn#iHE(vHc^g*{Exzw9ImZ^{f(!Wz6weoc5dz-
zxRwx;kzu8%6-ju*XYgAQr8I4iO7-V;K6r!DdpW^t+IR^LHC|LM7|@|tDhGY7NJ2V%
z7{~!m<i+{UF!7)>DNrs4V?fYARQaRZd?DI7O!=`SFxZ6_Q8Gb60g;UM^!KxXln5x1
zh>jE_Er<#P%tj^wn-G{;prf84>e2<dC&ULV2r59D!-5`sn$#mf`wyA->)$_usKN_}
zET|Ojg0&oh5kn<T$HW9bSrr@JP`&FndWdV?U_DRp*kKb6RFBcS`0!GA)Bu)LEG}zh
z249wbc2SJ&EglWK%<k!>=NR4vCa8hxp?ehi50?2~h)}sJJ1l=4;(T1Lh1Y}`k4F<i
za+l?a_LE?ji!)F3o`#ENyU6K~M~YsF)ojZmeyjL;kQ#OE$MswlIiefeE%=1Jou+hO
zyH==VKChOq?=!HO{B90b#BhwXs(kV1s_Vdgf_zMKFC_|;c;Qy$DVmGA_bm+aNoZ|f
zu`++JLH&to$WcED5BoMWEO4qU-o{=eW1ELZheGq7AUtvX+Ngx-Q35DW!NXMsWoa;)
zeF>(bb@VE?GaVqXWkd!hP^+dIu#{r>vBAl3QUL{^@Lo`xicHYybAod_utKCSy~tOB
zmJm^~L&EK(wg_W1VT@Uz740`bx`GB)<^7$H<VYLx+V$&;-~ek1_|s^yH;$m$;as_}
zk_oVJ_Si0v8i|As0o7MT)`!g^;6T4pmHBo}|6_-DD_zs=1R};jI>d*g1A3+!G-DbL
z$aotb<dlJO9kp3qUV%1yeNSh)n>cM;K>^+YE~$^*HOvqcNY0f2zNo9K3)eaX9}fe8
zzC+j%Q$w0=I2vQ=D(!)%@g{Gk$9_OShHiQ=;2L436he`PM3<VUR8LWd{KDm{;gAs_
zR~Tp>fUykW`N5t=hMv5z@QcCY#J<cH!>JiE@6oj5y<@*I@>J$P`)-_GZR0H-R1=<g
zM_yX{ul?WX*$*}{qfVP&uKH`vr4Tpb4$o!SxF_{a@!N(Oyu77VdtIt`=-Z<s{4IgT
znK)EGs_&55m}HRRB;e9ULL3%DLH=K_={Mmm1%}}V%6@n7_N<eh{#M^*_PD=HpxUe+
z`|L%v^)EiE-EVYbmy<4Hn-Y_ghl7IQE@0(Bh!@xSsu|`nAgW|g;LEn|eYjx~kmLU=
zhHaV(1!%%h*f=z^VL+opW`PLk@qiMd{{9%_3n4=df=icrKsQ$lrCsC%0%tvp39WH7
zKA2XzdGkA*U5MP?$uTl23Kz0VX&6FpUjC}E3{?9FVA|-F?M0{9W<YyGrz8x{NQWz<
zYl~1~Rr2?j0{wVt%2Qpk*!+(LDnv-Ykv-jiraz{Q1gn$gn&oW;m$s8NE|6h9sofCK
zKDe<1-m&i>ECj%+fMfgREQnJuJgcuCerw(DF*cXN=<>8T8J;)u_3J8oOBvAB+>KzG
zN+KEwj1JQxyee|ISjAvtvUfl2iqJEGK^x6=3E%QXQ&ezs)XH~{)CX7JjoaVZz4cm)
zds>Jr;PsK6`eoxurz<xjlB}idPx4ly-zSXS52`(g^DQYjBa81F;_A2PY~J^j-0W6}
zy8Gzcl2=Uu=co6d1Rj3Y?rVb_gy|E{)7t8)0j_5Yb3xYbYk_b8dX~}z23BFUW+{8M
zR2TTv?S3kDsyM|G|GXO|_a^>;(9V)uUnWUc@8U0ww{-45Hf2QL;$0&iLad_D(nW^3
z!*=Lca6^m?&`$skmF|1DePdQGE&^l-Fu*1u7=y;21UkV$9Dk|5;IaF?_xO7pA4=~^
z3mYrz{S){BIHbdRdX%7|(KR<m2M<^U>JU7nQXtuPTOPVnSXhWq>0p!^l;f4*j~3RQ
z{tO081`@f1R0dK#_#cb;`gL4jP9s1C*i6|mG>szFrqBm4sy0<ER9nms{CkrOFWfJI
z>|6al18T?1O6G3am9nS0gJzmvrr8=Mn&M`!C{qO3rPK|km6I9I?BSFO#`2VM%f(b+
z_x`dbe~+fm<IVfIU@68S;w<dr`hgui?o}8I*Qq9QDo&H4u@@HU7TZb`S}IJULu>I0
zWth6nq#+Lu7Q^pY7UH954SjlK2W8TFZiLZJQ!sEYe-Cd7n@o$6uv6tjmx@)#$d&d%
za45JbK(HFl316AOqhGdfDtcG;D%WlqC4earhEqH^c$Cnay`9%QwdMopQ$k35!xlmk
zXk~I-A3mqZyQ`=~ff-^&d}k~ORpa+u?}hfHq2?FLRaw-VYJAg^B!x=32g<xQ3^VI>
z;YBY}nb`zxmIOHWO!;x3`IF6_UMf?-#|@k_Q{5AnI#%<)BCWSpP>rum5xd1p(qZ03
zi?*P`esd$ZKQGr-(EoQ(D*L^BTIRpGnZeBbK`OT7`lLD$axen|TcIG*7Y+Xo6DP>*
zENXJ2Xki}Ui1wnzQCqyfz;gG)i%Lpe-P^jx?>W{@yGf@8IjIKIlvB*^^RCk$=!*+d
zQDM|+Dc4p^tvMO15%?^>`XcNw`D*B}>zmH!6716Ue6@h^ktN0{#dd04d|YmW57rcV
zD8{;`u4z*icvZ|0xl%)7<gHNK-h6+h>Gxla%q&03s6K|SD03NG+7*`FkYH1<*I7JI
zSya-oL@MnyPHUAVmK>*;_3=5=fWN|gA2p+dZo;EUEG7L(j(0IfLit)AV<(%F#b9f=
z=jsZhp#aSdgKm3++e#E;czeRb*jX|43e3nyh8K63eX`GhJOz4{KjqAo!U^tX!+2z(
zS`-l`A)$kqh0popIL}Cf%3s{6>NEfGVakHhhEiYf{mb$fs>h_ybo1jQH1s%<Ul;}O
zptQ^MbLH3n`X_`ax_=z1yz=13?8nu*l+s_fH~5;e1L#QGu-{_&As5Dd{GUa8byj5h
zf`fw2ud4ghnqFY{bJq_r<>QAS&m_E$Fh-Aw7>})+4Lu&ufA{t|M)1Zj=QkPSm>c={
z8726ph4>j(wj34tu|uNygE8Y|)GbczfeEJ+k0>6oF^nviTNBhx!`s&oDf3X4IJ<p9
z1U&_YfX1WFkn6bheQR-gOgP)|{ZEW51qvzDDr?B#n?PRogn&dJ4?FZ-VM=W@r>2%N
zg-`O0W7_5DXBEG=Csk9duFu497GIrs70a2}NTQ#K^C5n-*JGye95U%h=li08EeB*5
zHfh6;Mp~0HB*YRZ>8F%ZR3egcwYe&q^)of4FN;)8-Zw<2IBXTaB@)#sQrEGsE6wRs
zO?$DlD!Y13_kSyr1xf+fn4Q-g(nUE>qZHle7dxyCxP}!x?hD%FRC1o9Hj+8*Vg+yJ
zB&ILrI9YG2Qo!v`&8|rQv!B^Mwc)EOhitA1wVrEzR`x^ce;=-2FIaY1=yW#VGJKzG
zl<ANXVBpDofNk@*<_>?Cd3VF~loCboF*;2lt%QPEKbA8$&>w$FkV4z&NJyQL_$nd9
z{|g#px%aPvaLMZ}9eh_coJ#+mPqJZhlp4ieuZ~NYaU*%|kEgbi?8K(U=QaB07-<Fi
zMlAZyR=NZ=hUXX+t_E*T&%7tw&N@#M(phF%GbfUI)7v<8Bgm<Qcm)p+h_;Ag^XsQu
zX<Lm73ZqM{rBYLU4^`;fO4_hiss%d2sOR(Dt?B+fCTs=8(Eq-mDcvB{<~~EPxj!th
zEU&~C)pHEA)D1@)SDjwtfy^^3BUzlEM!y954jZ#wMh6R0bUb&O{gs+-!d3W=9><;M
zcdZ8G#CN@hLtbJt687HZD>qY9qOi$h$Invy5_E5hSRwIq^BZ@wW8Rx?IX4v-Hq>&{
zPXC1cJ2x=%n4lm4TZgo)s4RXn(O;zr-yFWnPqy^rGFHwjx@K?7Xi~p(KE%O^t*!Ph
zREv0psr-t$uQrfW*2(p9@R=%wQ~Cs@9wp;z<`=cDYI_`P!@aO_HFSDsI%zDA&aRe}
zWcIm+1$IMZUD%wz3~O=PuhCAb&$5dd{X~`G8TH(U{cruRec#kPX(zKr8>nR|;P?2W
z2GlC+Z~SjTxBPD<8F8J9<E$0lO}jd}aDBJVSi%kkX_sV|mPo^U&N}5XRAZdpg6D7I
zy`K1h$#^}TGX1n^XU>*m?~teg#d4@_6Fpo0bRBK<<`ZGgdljGat>eO(>*Auj)Qt&K
z7kH!Ii;H%|yu~E$^kwtG?>Q#a`gWT>s;g%5MD~3BIg7UX4SpXs+TdRqZhB{@v~Ksr
z82Mf=dtXG(A4cL0LQg>{_{F$_M!8NE`)5J1%3Ch76dezDJ5!NB7c;BPK6ap0Mps7q
zoi@~lEQ#rMdPIfCCT<2swTK%@ORhqhsX%XfGN%Qh1@f-aSCmtfeRcn0-(tNb$sET7
zTTu5A2c#BWx?L4G$~rrqwn@~V3=LjdNh#1%aa~tl7{<^@e$J=-hSAWL(vWeP@Xb#n
z)V&Hl%`VcjocL3zhD)s~xFIUI@_Tf0%7i#3Nw{W;sE;U(#f@$=+SvDU_lrmaSfmA7
zZxg8cGoum%ws1y;6R_N0iXZV4$$U^yUn37^^r6g){<mtngf9O(Vsu)Mzr{5rdxkZ%
z+b`ufs#7pH-`6!w$QZb6g?CcQgN9;^|23JN<YUG`uEFI$=sxB7E^1aAmxAf^rdYF4
z`Ed+7f5|j|XQ9{j6#+*CTQll<0@xX)Pjyl;(u=+F(Rdr$<PpR~7Zs$?XpG(F$Zv0k
z(IIJl(jk<z%May;XYo0R+uy9|gnd0fN1<jb{05Y>b6faO?b`}tme^P+_!L#wsq%I6
z6iT#xnxf0|e>kM~tvp`b{ajQ+F(_)T);Ia0B`<>E%{Iw@2j@Mqr)P?c#PMA^^QEtI
zR=<B4SEVpbA2;YWFnIZ{w2{|}tK8Y8z{F{R-Ocv2d5){;-pZU5gpM*jedcz-Zy(;=
zHxtM6bt7GCzg~bz6-QB5(NdKwNF+;tyJI84(4Coy#<Ah|s$Ch5?xo)gmx|8=uXvud
zMh0?ee)sd3@R1wJ;^vXZLB$s0|9$u?S^3ZPf5Gje_`iU{kAFSn!BR>(f6+PYP^KUF
z2^QV-$(#q~dhV3`-!8tkKS^q+jWVt*`za*F#vzxwxZuz<`^&Bc$AF#9)N77qkWf7N
zN!S;f>btY)djmWvFGWUH9&a;BSfU?Uu<KhbBpN+8;H<GdH}A92{5H~{IslOimiGUD
z^<s}kk-KW=dF+FQ4it}-&^0OgRas|u42A1eDNqgzqoK8LdH+S4@>SQH#*tY*W5+vg
z!kXNt#v+v6cJFKCC9oyx%axsqN3&IPa{@<tiYXR{UBq@7-;m!4dJ`=gM_6z^cxUSI
z?RE!)GVO)g0;#OSLVpg6>4%q%SySTsQ{FxIO}i5*QbLbp(zU*pQirqZDuFK_brJse
z@cJ-zk<<KU9-nRm1e^5%?(AdnW5(udFKesW%wpf0)b^$~T{KprxUe_f(qTM6TV{P*
zi{kd(J$<Ma7u39ZqCfD8m0Y>g@_SN$Z<5!EYGLe>uj(Zgw4Ub+!d|LDZ6qt_&BTuX
zVb;UHMd7PmoMIqTyoMU*j0s$Dm$?uWbaSs&*f8ex>u;eY1;o-UQdd?uo)6|}3#eq8
z`Q^)6y9^NBdpM14M);Ls`jY44s4KoW$l2kW3b#u5Cq96d5Z8>?6Gu^@JM3RzVBe47
zgll5h$X(tDXXnD$_5#^;+R4JUlJh1!BWC@z+R`q{GEBYS=roh!E2U`B-aKxC;!AG$
zR^<9qgP~;c{b~C-)1{rAtX{XxbYJ%{FL6IyneA2mpnU1Og_xR^M3v|VRbvgT`!{5<
zrM+oOmsuX3#Brr*xg|spQ22R%=a2WK2+`v$BxYW!A=+B@QFw2#i8^8ncH+0{{<VX=
z_0n_f3$HQ`_)O~YAi6ewv&R#S`0t&=xR^xVHuL#wZlTXQE+%5C6etnfaG}1i9N=1M
zopYqTP{=cwQl1*cH9gUaX+85p`^HKya2zUGM0l$qwK|(e4mMN%u0n@W(_s*6N$AKE
zD7SdjtELwDcJDb~UzJT=WD@ww6?2iINxbAinCF`4vG%R*E4tdbIux=BAs2A2qAufq
zwZ5AC%Gb=GF3v~fN^f&8N6I;B<_yEH?c)A9?YxZi97k$87y6@b#%r=WO(pZU1(X`+
zVlf_^o~y<Z46*{6_(J_v-1?Ul4Y<e=FN}<FpWoaZp6Xv9rb_I?{!O3-XGMNXYfafD
zS3z1AshJML?*x`He3aQ1(dEX5UVUG>3n{IVKqZhr$m}cO`^ApISy%~5Mbxx{)Jw4*
z^*atB_78?X4!wOT?`ac|sVWhI8$q;_yMqxJbBY52RtZ<xM(>!t{?OTFoYr|M^VUhy
zQW{yA?(oQnS4UUSgFM~5vvW%PC0do%S+PrPADA;$2jneY(!Ndi`wroN>AR;6FHKaC
zYw_Zkw9ozrI?bX*r?Zxl%PWQ$WriU!>lpWBQF6&&k~zsubUB7X)i#ss@!8d?{G_Bp
z<I^Zq*ILM>Pm+W^UH*N1VGv{;`;#^tbIbip81697G7~RQ<~_>RecC0?+auA#`)71z
zTSwa%#fQsRI?n0Fp7<`AWHOjXw@6P1zsTewegCWKP1h=aECyVL@a9OSSrJ<Jka1(q
zsQH2_24g7|k%*KCh$f2VJatlJrlgG>=06_Pmww+KAT86)#z-;2;f?wsm=RZdv!Nl6
z-OB2=t8>}}&Nuqzq{3DYr4#XmIi}%{0)=Znd%w5xB>QiLOAY;`4DIreFrW|U5Pwab
zV$^Mkb5S3{{1WC5C%^CNZ(K>H9^@*o%HGfm5Qu&}_ha#|oz{Giy(H;YlEU6fI~MKB
zZ8OsUZWzA*t~XN&YIdxzioV1Ls857Bhm?OzX{eqywENs`ZuH2dh^?hh>pLz(3{jVP
zmw@=g8jYiVHZ)3~LoGF}Ep_1b&e7ZUhUp$DfiAPIn!*)Qr55FM>DM9>S>9J2O@^na
z=xAN`rJU_jQXE-5xI8q_>dGJc#;_q)9*f5?{%{|ap2d1&Au#83FYue&-$w!$AKCpf
zkrr<I;VLIYSZA4-E65-XIF5KB1{NLXO!oesTV6MQeEP7HKNLsnl>L?gJyFt0cP#Po
zzNlQdH1bG^uS#8e87Id$b(y!fcRIvrSLa0%|J&Y&aIuMiu8JE+)f}_FFD-q!n~u4G
zM7b1!ZV|awY|gwwAI^qf6M@r%%Fg098P098q6H=$9(B{#m9-vDb3Uht9!a{VaRW`D
zS)6I>O!V-Q(w)!6H%H(Ww8KvCQPga|nV=ofoXi>WV92g2LAhhmN{L1`%Nt+#lf$y3
z>_jw&#MyjxaFpKBQHRm<`Ma;tufOzTp$siBY5k~<D=qaMN&h?WFI@h2z48tlSt>A;
z<IA0Fs8Xmzy?FJF&QvUqra<n$HyyVt{#Z%$XPh2Kswo><iuY4xI2MYut;a#}uIZh;
zijIhQg7|>bus<2kpDuB`^@SIc0XriB3UDy;i{+yL@mIpH*ADs>W{2bTF4kznUKZHI
z+F4QF6x<XRKemv#C^n(7D;;!swp6gs#=OkKnbbew;;Y_);6Red1UhtJ+Q<z&5v_2R
zwGZs6o+N|s6!219o_~vttPr113Q<k;rGIHItNa-+NAi}$wSNKE>dL=MiC5xVt}Q5!
zB<npb9J9zeduE*d&Nnkh>4>nofn={|UPp@kevxKQk$r>uQUnI$ENkmmvmx`Lrf4;N
zRvXLn`7^d*WgT+LBO~Vsa}vkJ<qlkB3>eVro_Z4oA^l-A+-W8!=bY=+Dx0|*?tCSX
zvf}3B4=jC)r=^(4Cy4o_%pSUGKbW+Nx^}Z#{#g~vs3u!aDi=qS8GG**%_^~cq!lMF
zlb&dw+lbAzqgS2373fbR){n>pc;;=KGsiA7%aHv2Z{Mi?yP59{bsAuln&_3iSEY!}
zpXavK?5!2njo>)NMRl2VbEkh!pB-rHoZ4c0sCc8=`*7}32nGEMEHT`%0)5OmT5gMs
zeD<MjvJcZa7+UJ7L5Xu{iwYZN@hek|Mi>H|7$1##{*V<&43X$I+^6{&`cY;CgPH2M
zC3@#WuByLSGo7_8!=<VY45FWmwE8|>PO)MF=4T}I<(K1X7n@i3#a%=uGi@nD|Gi(v
zam(mZ1xDg*3CE1Lk_4F~Yqa>Vn#SwXC)7WG?v&{(c82824-E^djPHlu5B^4<z4e>A
z-fLIr?F&&jO(ygJ^nG>%M}ELYHbN&j>WE^`&1@puOC7%6iiPT~Kdqa-$v)JwJ3)Py
zwsbVkpKHqFd4Hx1X`;o?x#ZeO{blKUM}Pc->95)=6E6JfXCkRw#krxA=YdNftERkJ
zaq7z!WdFNytdajqR<kASUuP$j4VQG8{~)Bwi!(S$PB&OgVhUn}4f}HG<pAf%Cn?M<
z%*|J_qID*>KLri`u&W>uKj6?Uk~Aq5m3exy@LRz*HmU$c^iqW1pd$GU3)M+aXe3xn
zAu~fm)cmwr_c^IlE7}(;=+3#~bwbZ8%MK5?^GOI$^V<3p;buCKIeIpu0^^qnqLi$6
z+kAV9D7wdVq74gJK8g&5d0Bb_ZaQ-B)|2w=ty_dLlcjxD)o5Iq#q)$bGZ#-23XKJu
zB{OG3Wh^_7Yqlx*5tgR{iERHiLN3F<>dqU5F=2d8f+wuQ3W3TpC)kIzf9UsPSZHIz
z4!>^ryxznxEmVt{_19UtCGfcS8Qy2Sx|NA2wMqrG`}oiiCWgyaDm~9-`a9+!WumFi
zpR!FwuHnl`t(eZ=_=d^OO3tdIP3eQ#u`#;nS_Fw~+9wI>)AUD+j=C7Lbl5+MzejrC
zPR!Na)%#c)PVD((`#VD?RrHTS8j<Zce}m?4rsSDhx%%FSsj>G{DLDGE$=&t-w5#^y
zSTU>Zq3?oS?+kT*ODMy!6Jzm@C!<oWdA^sUCd`EwHDw1_|5qfsjQ8(TX6!-KKlAw=
z1dmIhQJ4l=-6*+`u7fL|J6EPZmo~O_8+@I5y3f!!C~KWPg|-m5uB(Zh!`H~K&C4%f
z>9KR6P$RGXzY6Lot16|OL`Es0LJTj3XP1b$NcF2c*;Qj4VaOHwI-+drMP|TokK|_K
z!Dp#$%H@zdM-A`osJcmnmKdyGxCvmE`WGw*WIrZ1lcYdB7U32BO8b$VJh+{YRk2vl
z#)`moqd6sSRkmU)^fx|J;QV>KA%*Mr{Fao--IDE<?@Mh5*IASP-4H_q|7{~@LR?z2
z_ie>vnqfB^g=Zez7rBgMphZCt@A!pTAHrZqUd6p?FXkoeLz%DTW7*nItagmji;a~j
zhy)%F;^aLT=r-n&FS;7iZ#=N~2je59cI4~YfP;z;d0UeC_$b>>EaZKc%o9v{yq_p_
zz?W?f3itVIlF@+68`U)v#=Hxdbd3z7j_ye=j`Wp#<2pZiOd~vg-rO>~%?lH!FRCy}
zDF3Tp<}t~|J6^;N9Ui5+*txv7%iV2q+J7OLbD?VTEz8%g0vwyi3i6@ySRY6qU9{o2
zAFPBP7pt-}@BWf65+6YRniOlsgYmnpbnj2vwaCwZX4r-+*mw>Khoy?K_)X8~3+uJF
zX&E>zL!~?l^^Zg(2Q5nyZfRqnB4Yb``+q}83XH$I-?F$1sq~G!{<pm=aGNi~IpmyJ
z(2?B0S9^^l%m2m~cd-Ko2)0lI4M^skEPQDy)OQGF0l`5b;(6*0KW@|K_*Ma0DexwL
za7sw^W*cN388g1+rrXZ+i>lS)xQtQxu&<`A(@3URqKcKGW5zgq^6bOByGsy5Nl|+s
z-_wkTceu4%W4`_V7OJv(bvCdpEip*%wB}RB>5ccal95gF1B-Hf)@aj=#iLj5jJ#Nn
z&t+Yr6)_lyTtk}Qt|yfV{}-7#RSTg6T6)J@X3F@pX{nFVOsN6-3G>_dFNI@J_J=!7
z-Jvw6f8mi4tY_3buZP%Ut(CD6o8Acu-#<TQ(prNA{hT*LvP~abFEymtkNoCd<aWEs
zHDVASV5Y-nE1@{QK2PKmg9<bKop1i6+#H(%wc}0NH78fLa%aukS7jHUb2VMRo!!4A
zE&7{23kvl%-NewDY)3pA|DlNA-^TK?tMWyTK^-q}w-<CY%k+<wkrFy)r^mlFyU{hk
zzwCCh%2Pb^=sNO!Pm>zQbdq0XBaI_7{!?MD`9)_Qj{$f2SO4#n6AcAe$Vz4;w8w<@
z+p8XvcFrwtF81ptE?9I*KOZdTRsRys78;m|t$AE_u0?%S*tkS1RfxR4i%g2p^MJur
zQRn$r@?6Kmvd7j>{3RyYRTd4G@ZyvCdL1WxQ62NCGCS^+#sRK$3PW*?`1!APX@Xcy
zbYe^t2>$z`O8~18lFwd14~7c^^NhlC_!w{a1w5FoNo{iT_0vV6uXrKi61v-bLJLam
z&+ADcg@fd$@Hah`(4VsCCg$VY58u*r+XasMe-yq<l#DCYbAC?zh?@N7loHkLe5mou
zb!B=yw}5)0=YmI*(exi1+LMqAOAR#SMWL-VT;vgRO!Mv^B|G-f5|jBw?Lr@<2Zh9W
zQw}>lmh>tcEl6P0P+Nk=;l!wtjxwGE<<8-P-ButT2aZ%Jsk#(NXhhh{I~)H3uWu?z
zjMC39b=RHRO)C4qh=n1yE$+#P9FsK!bODmqUgs0XB3p*nUR+}t<icn0Ii<FyuQM)?
zPUb9Re@>BK^NLs#^Ln^=)c9&3RDyE{4SQ{MB6<rOV{VhVNlfy%6QG_kUw`RE3%VkL
zQ$5T~Xn$nJ(t<_|ulXe5_Qj#-W3zZCNkUVbxlW&UJmX0R6gixdVTFWTpX+x#1%IcZ
z3<U_=MhU72Pwqr<=PA~dC$rqYv~1Q5LVA*(M<(w|Syq_(JU?Ji+r@2?AfM@D?k>o+
zKuuxv2Y4g#&^*FKS@`cNmse^0yFrOTG?UNiknwtZ8Pzf9#N~c%6%Rt4b{TqnZJq8T
zO&h5tw1lA28CKmxmE|uPlE3lnQ-{4CfnE&fSz@vB3n>n3fwBgVwWK2QLFa4ep91~E
z-0zi2Z<i|X$-d{lI)RVLOZ8_ly<1+v#+Sy@U*_o-*ItYIeIaQzwxQeBcc9iJMH}Hp
zxvQ=F&TIjlo;Z&6m+d&ac3bg`Qt!Dxs<zH<)HERkJTz;W<o~<mi~4SW2oHv|SvoYh
zOx0k3_*T$~k23`ytkb>F+DD`<w)XajiYX;!I>^+*cL4`vCZqHI;K}L**rYpP77B}t
zksm<R=<0xda9<nes5`t3dvJsqy!^N*g!#X)Fj*OR3;CXQ)OF1hB4g@S?=@uKJ|;Eu
z+j=V9h?6^57kb%q$dQ3UfTqV}rf^ah8c7L`JR0Yt*A<FhfTO7w^Vp0~hGBv<C&3vb
z{ermHk0RY?{Cs1~&8R6e?XteHTMpWK&6+CT3pw#eXN|IC_|VvoqF%^Jt>V&bKC$9N
z&?z8J05F&Ht{G_Hy5soTq5%Y8bobuB;zu#q^59eBpg=q|v$jWuw7;aDrFrCSL2Y_L
z^C9dPhwV9fe?o>2nD;;lFwgxkGOnZd2YU*>9Zoq@dBb}SQ?(Fi{lq@uQaaB)b0ZgL
z?hrs>Bx3CN?5pJ3Ft*aQ@}y^IE2r$5ns4Xh%e=tCc!AYC*z~IxHP75QvicEGDZXou
z<W1x7&&!OV&m>|je27DxbSxY4)f3|zjODu4>40c^5ZsAl!)}g<C{Q2yAIypaJBn)~
z9s)I5yG#$6wF>eJ_swY$WX3Wm%b*&C;*Rrs_I_y!M!zGf#^YmOkm+;}4`0?u7w!ZF
zq5#-pef>;cr)M`K_BAkgL8};?3i%T&*O5Kz%O=2D)T7d6Hr$u$e6{f%=iW7n>me6B
zdvo0k*CS<2Vk@O!!lwSYKIMqKgZR+a1a^C-{UND!m%ek3YKlBhz|K<0<5KO?{lwe(
zr!|@)nAN+7Yx_FdSW#cGETqEy3T&mrdU|^o8a`Xp#pXUuP7b*uWKS#)kH9DeR0dXH
zW|3SCn`C5S!WfZ0qJ8kSwQM3A40r(i2gf}LBG3Z)IX?i^%Bx*DLDPmpAx>t}m{pR>
z$bY8}@(E5lKX-nPyiv>JoDzghi-Adpwb@E@O0GA}rW;{J?`U$Fu(xd8C9SuDK5xp4
z<#KaTpLwBV%!a4rkIidcj}_Aw-iP_*ods2ny}vckG?J5I!=Lz=5QAJ%zv4MT$7YtC
z>7IJt#ninCL(A1@058cPu6`0ay33&U!o!}n&Qk3$Lq7&dAv^oWvomlmbluo)4TE!p
z8HNY07(oX*!cZQr@j~i>>XVEBH~|<K=mYexN-OL994jFLxXP1f&%!|Gl$W262@~e1
zZ+LSfO8^{?<=fpxh^8Ah99E6S8qvR^&Q83w+J0Dd;X*8@Gh0I=`mYVIutq`YtLWOK
zXil&0p|qEHZkIZG24X614o^VSo?__<XCeH<ZkXDgydAxDHn(o|Ss!j*Zu18g$D2cB
z*OpTX%%5;cMzz>XOWL~@db|wGA#)OZV@S3izti&)x7m$+m%lhmw(svldLqxk`aXTR
za6Ss58iNi}JFg#i7(MV9JsP{KE{bq~#tcL%4bwoLa$o4e36FT0YH(|;zE7(5Dq&O@
z3{=borvc@53M^`WfB%oop7(|qL85NdF!&emD>%}euv1_bGlDn(yYIyQ%F@!^wed3X
zz`x=khG5gmjtA;+_r%1+rx(_g6FQt=UQ`6Jv-7J9NTZ`m=vJZWHA*i_Y_VjTS>-J^
zvX;9WUu(5TTkifoJk+aYgKz7g@)wjcvDMOlcQw|=a6$&}pLpNrrDsv|@!|CA=-~wA
zXivQ5hODSW89JAGMMfD}`r77N`2F6z9z{Ga!d@sn@Jm|PPmb8w{JmL`U|#O&kGoCi
z#fe4*C)MG>Ay)RNN=y9WL46>5jZFG)$-I}_cNEtQ&ORWia8K!*`3kg%pXU{Sqrq3f
zLhnO5EvG%o6P`jOrO{`NP5?55V%hkaltzZ=uq~YYTi@D~T3e+m8)2aAfBR+#)Sw83
z5H!G*hw$SW(krmk5HScUSdOs+(G`Niuu=f1B?!4^y3r*L02zo%1b(>xmEHS?%Qomf
zdv0(N>>Nx4ErQ5@e!Knrg4L<upve6+_qT9rS}|o?YpKU)Mq_khef;`H8oERAq4*y=
zSoC9Gvgmi2Z)}(3YjZIgzPs`V>58uVqQ^yqHEbStd0#rdhmt&>yHZCqa?|lXTBqND
zlWW(1XixmPFW#!%YSR;U3_iL?7k3}+iq33*z`fCseLdyc-KB#R>irSM%AAz&5$>DM
zxdvSt#XOVo9y!o;&`yl9v_44KXKtl4_G9NZXhY!))9M$u)?BEroQ{P)gM6j^p(e9Y
z&Xm#Ip!(dKjO)xMp1eraJEpq2Ix*Lp1L!Mt%jbNpJE3qzOaO)*5UGSmf=&+%=>)Ep
zs>MA7x669x0(Gh&45|;Foi%f7HUq=aSiGS#?Y|-qHp+O(xFX=PzFu;fZ3Wd<qiESF
z&z6|K+cMUWv=r6iVWQ%;%iGa~YQm{MMxTAjti;N2P-1txsq_&s05Vb;6t1NX6jk=-
zy%p#7@_D+{Qin=|7qjp+VfmSoHBQ@BLu)!Jo7Q?`eSS=yOSd;<yF<K6CYBSm<JgWz
z=la=w6Kj6GYs2d<U+C=1Zz?EXb=-NP3I0AAdOcr(AXbA@ADXzM8BJRjhdVc3VWa;3
z9g1_PUp7M?<!wYN1a`||PsL;g@X3ZhyQ8mXFE1a$)>XvD5O~Z4mZ~8?-^Vmn^F~=G
zLO=z{2z>pYUM1I3Z`Zvh=zziLiC!kQ$gtVVuE|x|>vuH2Yky}l`_K}vqMW3CjSCa?
z!;nAiL8!E@@(@{_MU&XIv$mtxnx=`uxc5GJY4JPOZSTtTd5eY&>O#WHs4qw}qY<5%
zdtlaOlc;z1MqAaD$vz?)d#^r7q<@lsk35PJ?T(Fcxy;~TgE_Y!)EA_es7N`?&FlR`
zs^{t%=SFLK^mqJjX1Y!fpip^DPpLa>N>D+jJ@pjeat@bTSV=ER0-M*TRhxZW%}&bw
zd$`7tVFtJ>0l<T*$&z;w`R}pT#Bpvh`$YR*-ot*ua}d?Pz%=!)Wg)j=m-sP%V+JQ$
zIPzZ(@ZDpP`VX(YnXvEQ-|>4D0h|qIpIVo-Zyc0dg)aF8?E7zy#0vLw98W~{`do!>
z++E?4uF18;_ML5!rNH-~THoZ0qJB?4X8Z@&&DHu!!-W#ksouMx2T$I=9HU<MLzZd{
z>(SQS*xz>8^z*xyX6n3uehk_5eY^ugefcsy#Apr&XZ@;4PiZQgn<(2`FZpg>b$pKB
z@j#ab3Sad7jh5%x*7ixUf7R@DB6v>w=>s|OQ!xFjHV2=59d3U=?Q>(hQQ7m}tva}W
zT8+|*++tVl$nw8%M-OGw)&H|q%UMTBFy)e3!>8q(y1vjC1;h&UxPq*nwpUOacYOMV
zCoVo*5e&-i^Wd95OzD+-^DXb$qTYy3`2?tXFCftguuY|UoPeib0W~=|5`;N>GOW_-
z>xCiqGjVWSWMySVq4@atd>=n9fO8$NU$rw9(B%c{FEU}l*48$+wUrjQ_#nYXh7_8a
znZ;+9L+%OmmT_w9!6lETH*dOUW@rGrf#^zY4g^h;!4?6NY8heXvu+tV$c%Sj%ns0Q
z(?y)@_YTGY%>ldtL>~vPDUW7a006lGDFr00qu^ch_2vI|%ufZhI|xS$0Qnpk98^$N
z#>vdeTG-r7=;)ApxcW)Cq(?k&!TtO!VE8=Yw5@b?_34u*RtM6n1(FB%z=k1u{x`V}
zQK+CE7pj^6E>oq@o#ksyvNqlwi)y82eMQ>(`L{G)Q{=gLP0F3dh8+A3i`stZRXZ7+
zArBy7gGQC_wu+yzBq)=f7^Fr*G2fY{dDwA%eA#`}X0lCero9aA-usn~x@x)=oah>m
zPIMd>FM3Vy7unxR(G>?tsijRWJATLmYpD+tR11m==Dq%Z-y37QqNClFGKR7`Vu-Ce
zRz$y)G`t%g?)|m&9+};I)0HF_-RcHmb7#`j^=?=A#dsU_h_dM(B-4U?F$<LZSqcvy
z)^|!=PWS>SKLDLY0ey-(a~<vz<Lml0KuIbnr-FxyxQ!5wSGLsMvkYwwFs&gZRc^B;
z;_U3=46*C1tgEeUZ2^D2gLF52MJrpX696i~umYIG#9p{(gU>A2{EfHYXHJl_!>iN+
zj>infLJ1E)7~fc5kGtC)c^76pI82~ZMypHM^78UjH8m$4%bSaJ%aC`w12jP<-b4vO
zlF}C9EZHELui!w8?mb}{S7!n~CivcI4!7pY>$KQ_P8K2`b^#goWB(#ezf5nc!HMeZ
z@17Q|Y@pdQ%C2xFW_g4n6LjVe?ANY}gR9I-OH1s0V$vRWm}^~?C2ih~1o;uJEZWR!
z^rufe!pEPABQ?qZ1@`>b96E!zvEt+oXf5KEcwg867JI72i|hO1Vscg%%)Jm3zW)gu
zj8Of+1{*rTvPEXSA-=R4@S;fh9}@#b4OzONc1Q9X$d5ZllPf*sDAa>~s&_t@od*R{
zVOtC*M9;J<-5a_xvW_xN*Hks2G+;S2Q}Byu=Ij?|8eirHNtuVhB6HiDvn<WW{((|k
zRI@5VJ~OlOnX}G<Ehk>R;AQjG-a)xHyEkR|(CAp`{3OXew@uwVMY9!M>vb%OE5hd>
zl#v*i`uyd!kb=2_*Yp=Dee?=Te(WxG^9^cZ{a`4TKKdOs#cPCb7;CrjB_()(;^*(k
z1F`$ch|n9<*bdBWQ`+Sd$b@7B!H9h0d&|S{>0XWT((o!PD<2;(Chg9+w#yd@@@njW
zAic?Fn;wxI1D%q3`|VM-&V)#ONb!9HyM;($_bvQs6pD2Jc}&64Lw)Ly20OJ2o_!4<
zEn0WF2#ybDTme%0ww=dk`)jY~h;+ZvyE0K2L4mwft@ox0psg6d<4IYW1qVh10hKkJ
zwQO{Tr*$B@6_NDbhz8C4%ZFgeJB<P_7#5TOgdP1KJ(2)RRuV|*3jlR-48tUbD4VX5
zE<ZQM%{9DMfy7kdb1?(*3W=)a-Ns@`wIayg9cCsEzux!CQJwwgVg;}|zvr?#1RZ2H
z30%FvT-)Tk%Z$jc>jCW<MJQl+yCxi3^7*hMjB2bf5Ka63{zDl0P*_reXz_hP*-uPC
zVW;!f-G*NeD^t$lXH5)e;M10}u6br#q5um&cMfvL)5zy=+H<gS#0NlXg0t_7t|>ex
zA4uD_@QtpZ%Ab{Ol68VK@~mN6QXMKURt`V4TSpfz|CRaSW0vNPVR`g>dfxqHkheP4
zA|g*C(!?c6<!Mr`dZ&MvQ0=M`1a2*g+`vERah1?ZX%hyXIfQ+2zm9Y?3BKUconC4>
zD@pOT51{0;K$b2wxt^ov{!g9#pQBjD#yvM~G60W74t50cBnog+(qRJYJRq@po^#yM
zHa5P$8wgPV{B*m3aW=hH`UBE^u!H!nSH6y?)N{<&EvpGU^#eL60SCuW5Q7HHb*lUM
z_3ay-P&Ezkf{ea)wFDvi+(v`X<}||Zeue{<M8BR)&Y^I%qAplx32=m5;VB(oh64y>
z?oo3Zw=bsN+56Km_3&!m&gwUGY%G5Hc1!|rO+t(BKf_V<WJ>0|pnCgucQ6LlljLNK
zTu!Ce!0`r49l{kwoYL@rz$k3Q@efAaPWZ7)Lyoln`MmIe3k2MD83qLSZDqxXfMdS*
zTx3sC1I#Km7<~GE@2!lscscboL!jARE3dx#_7F0E_r<=;DE)TfXKWg;{^F3}9gwFN
zCqpN3%Fr;G^JHr$M^!pR>OTEn+AlacAbTuzSbnw&EtI&Udw8M(g=RX5P^svV+Ppzq
zakIey8ldik@+vurP1%)?N#C6B2DZ-ay5KeY@#<CLz33L<Y>3g&bN_yWNs@gUEra1)
zCd;cpbqVk8*_)e66zg{fDjM0uR*QXa)e_Sjzh^3ZJ{0z;3X{&V=F?V1KiE^ebY0Pi
zWKq&f0p2bmZU=f1%vEIO;n5IUhSCzXw4bnr-zw{4mu7i)7&Zjx_~-gHzxMZ)AglmS
z^J1-0JltsDe-SLcusPdI2FHT9|8b2n2^T}qUxBkT(>Ivua2zA>;q`R_K*B(w>N{L(
zDyWX(s09A-O@ArRRX6wp#Iyy*CO2>In=o%3K}!PzU~TrG{qYemLS~1ZZLDW~0M=Tt
zx`r=H(V+mxFX^=w4tJ-fmX>^|3_*fn>u(NJJjA~RaBn-0-V!j9+&%mIyMp90jJSjk
z8d_ZqE;%X26g3@f?O-S^rSY(rO*pCpdJq7R_cm5MnxkW5|9u@>TZCnLv5@$fwfP&X
zWO6}V11F~2&b&OpD?e783S(zWJ^EBCmFF0!nIQ6|ilfj(XsNPI9?YKb*O{}Ff`8Ns
zYHcP=N&tLMll0;QJ|ZEYodH>f4BK(@@@jA}hyR9OJGGS-<mcD;Y+LZ$0T|`Ac)A;u
zz$8bkVZgB<W?&fk*|P!u{hYv)cRvrDQU|Vr$9Lj#B`A;O{4J!;;?K!IwOFbxSia)L
zijMY$BJ<y5o$S1^*ZCv(2J#Wb_j{K6tjFdwK$bXom=c6K+-HD#E$c@P?ebxZn+;^?
znjm3P`@t%n?19;xeyMKFFZHQGdfycNPjUx+`K7xHiapDM-|o}V$)xK$lkWB8%7sL3
z#YmIrt9MVSra1DJnl4`MT{r4J$1qd-b6WC-rz5%Jv%9;cRBKj5+7$HkHN7l*xgn4v
zfkE>|RCgzEYGU9BXJ(X}VTmrj57s0~;J_v>SDis+tby0o<rd)hyjo=~f=<1hXNotw
z>+g-w1A^+A7d_050Tg6bb1I)@BG|(n8crcTAYbsh86n|NP70*3>S_G)D%uNf;=WtW
zD@bmX2Zwrm|JP<uTsWi=$XNY!5}W`)dAEinvf|HZKY$tC4mXU4_XY-35%Mgxh~x7~
zx(!G0trhNFfl!G2Rn#~s5a|}d)ztrlNwH&P{c7Sp80!fzW23iz4U@g*;1$UZI(q~@
z%^v4Y2QZ_ikK_S%Oy+d|&QQ7t!G{kmV#@I9kzfg>0HD>VBjQeNJ3o7j;CXLWKZd(M
zzzBnNv{$EUSr7;=AWEVSJfCJ{#KEESJtyd_6H?p+iz8r|*^=vZb#?7*z1g;g6xPkd
z<I`$&X=w*|4r_pNSII5}IWZjMjH05G4nc{LkxI;Eug}<*wZ|TGO_e@NU%d21U)VOf
zG(QSF77K84qtN*xNT>wHxI@D3{(cX9)KP%7CafPL`6k%G;wCM?MoKSR^-Iys(^FAh
zJw7oVY?QHSY1Bv<jEIQv-I>RjthP)7gSm12Az)Y=6pAc-^Umg0nTadplPmB9ZVCAH
zkL#Zhp^&1)gqWdILxQVhw#ZUg@qP6h;+J=S5BdB;F-}Q<$MgXjk?^B+gB@cz9ZeEI
z)74iyDU8Mm4q?Ko-S{QgC;VcL$mjD7xG3qe4sZ;7ZytO9N#y)oC|g>;&_~X-vbKR_
zS1CT<*6|i+Xx1>*PQ1vx-AqQw)L7|2L2E47)t5`I84)Bmk&|1BS;rYjVhHbTZ`}2|
z*IJ#HloDzw>>^;{x%1~)a#P@1ak0y3^EGGxS|Jl$YD=Bo>5VrjkyQN}qs?zPDC69L
z9k{<el9_Et$K((7c6f#;p!;E2wR4jC%UJdcCEdCNcNT#`)9OR&VggI>&_4?}K^Nc&
z3N;k)!f>4$$d@ONUZ;bR*9M^^!wAkAt4_?y`aEQbLJUSI$G0A1qQkQt0T~z!?!liL
zG(Q2VqB--zGB5^~_x*-lUn&1To3DNMG*0cmL2=Wl&0hi;RSHMBQ;Z3e+xo%h91mB~
zxv3Wg%3iF`VQpJMuI$G`iX5fDZL$WhjR`Xu>Mx{X$3SySARUA;<otGn<m@TaB#xk$
zgc&f>$es+_^L_N_F64WN#SJ;Hfi+HTb_Bs03}`W$e;`BN0V8r9zPQ}P_AylT1>ib?
z*jEvl-@YAe8o<6vTGQtR>h7^U_V#Yn=^rQmG&@)MSko|vF+Y|b@i7jcTS7O34*JnC
zN};T`Q>|c~qk@5OO#yU10krpP0jKsqTW=~BVgdsLjli~u?6YC_)L71-v)}tarolW7
zR{qxxGMIU7*6jG9ith1(;SCg?(?jy|b{J=Eh7_W7YqYUMl0hAk+4=0?cd9bft5sQI
zK)L<6p)f!pXi+g)h0^2Xi+F0UdAFvqlzBNufY}+l@!RLOGu|9~q@UEr9_Bl&kwSAg
zRq){p_dxEw#PlOEyVa$lU>tAD*OvTMv%)j$MzXfjl7GDIH_G2VF8S8o;QZ%@8BJF*
zlaN;WUs65Y!*4U@Ycg&I&uvJ~`M7mkgJtjFqS!xOeP+nkohe&wy<Prxe%<;!I_0$X
zO4=J+9{i^d+cTg^;J6dYP}&lG29varsxzEm)7BZ6(}7RBjz<L7XvEjN{+o*o5_d&d
zd|!jk12i%qn?iOo*m~=ZKEt#U=WlIvX1t#Z7a_$#W^y|==#WQ%mmW*#o?u3^&}gNp
z7^G^rfTjvl*d2f7+#5@Q<g!CD_lSsy`eA8ZDY)afI6of@U8{UxwVLP%f!_o17W*Bn
z*|{acWBcig4}T|Q#xGOQ3?w8W+ihbaZq*kx#*n}0;onC9oCt$;HTSatG0~Bcg~4so
zp@{JmpeG1J2Hw8Lj6arKp0-24SI4deH}$iCQYXh$Y_Z}&a#UrGm(AZRhKliy#=!aP
zhG;4>ayi919XcayKPq!`<;WJS3E_tP>3J|_htc<HHjzJz-@gl!@GgVNzV^|c{qP<X
zt4*&FLb7&6k!r)jnr}zk>*)82Hm(21C9H~A3mn&4F@t^cyw~A8sCayaqSx&iIa}s(
zrr;<puU6ZP6?G2e3_buinw8m@dqu!w`pw!CztkrNecWgx7Tt)CzEinZBlBKW@0K{?
zt*32}UTHbq7B4>azBrfKXSFxzqh0?>XuSO}%yCYRyz)wTrbsvAA5YAkZLW^t;ovUG
z;?SVX+e)h%bEO@3ZP=`Usm%V2qjuw?^u9$P=4rch1fmrwn$&Os$2&rowu$Ym)7&Iy
z&K+#;BbP5q2iSqubqxnNRqP+TLzfhpvtn;97YLmXNva~gw&VO;p=u)1e)}I|)NW~L
z^g@x<=9k&T-`^`aH!pHdghxamBc3ET8^%J@N~^5(GGK((Sn<~=xC)HLTyg^14}h(m
zewhKKR?-_=SYr_$+iQoUgA^#ez{~wVt0>zT6l;dhUB9(ek_q%GHK^R%T%@5<(nHDu
z1Xn4HnUftJ#q%?f<2NW!^0?PmJ#vO?^xxCdgG3@cJUJ-#0D>c1>i*$07|0d<PR6ty
zpPnc>3{kgORddOvOz#tIC8b>yaM*faw6HxthY^xEq;rYs0~0l!%=Gk(P45)G96Tn}
zJX?KR>8DR`S<{;ZUTA&Yb0E@l94oh*3I)Gc`Mi=6g@OyI!=i2_ugp6Y?`G1hxbrZl
zRV+6_*U*eWiYf`i`7BS2t{xk?4N9wROx5=LiL(JYSVesikA(8{%G`O*FgTw*Sl#!c
zJ;#qN!dE|AVh+5qhh2t4;rrAuQR`^7bNT&{kNhbVbu~XbR3L+}k+PVh(@bL}Tj(_H
z*MKAQ$`!RDQd}az7iMBT(DobV<S{idL6cqVT-n=&w$;l9A{3l-d5KYj0LmUpFNZ6Q
zU%<mDD^mUVGR%EQ3w~0!`GGgzS;7jhSTz-Pq=4TPb@xCrix)HHRi}Mp6O*eyJR}wu
z>qcbC*Ee6P!`={HO@bQ91+H~yQ<}9rytOx*R@xJZPoi%Gm-_7Ga~NAFz-dwdc|v@@
z=_~JH3Ah9fkLLg$ARmf8_9M!S<38bLd0*F9y;e(fX)r!Feexn#Ud6i(0)Zh10jwF7
z2T{@Y+CK&v=oA^8XhCO3lyEM3`%gg9NJ~JZ;mq6Em2}xCox25>ZZ4-`DeF*wdnjdN
z392kAL0+Q(4bP8;FtWCYo#ZNgx40qkySqp4%KGGuv8!pybN^OR{FJUn8T+VPa21r2
zrj+f<@d(-6mAidykWRp9kz#guyi%_Y1Y&&-6exRT4q<yZTnfiT;W{5TQ~@}ld={C^
z8$KT@nujQS5R2|BL6`G#CdJ5(&!7L&(8Ha?1m`+x&+<j{C=<e$a+y#T*mwUiK$6u6
zInI~*d^Pa%f5?%oo>+ziU8i7QrFShXpZyXYI;-(zR+fu*%<{>loRND0!u8{jb8nZ~
zr_3PzeLA?=JV<z1mytmOol~3ln-d(@s>322_c%}{6h8YTw14+`lUXk~dNp{%3!I%E
zSwhwSz6!R2O^3$MK9i!tHYIf0-~c#%pntKC_cLU4p<tA+G-pl?=W{sEX-Q-0cXl@=
z6^7+l@<wZ=DZGl-MpBQ42e&$c7*6B9hP;J2Lk1ssKqC+Ki|Xd4<nkX#1=I09r|#`L
z$p-0><Dc~Wr<N4y^1_F;BKj9PKj+;I6usz0gd<|Ha_Z!3b=kKbv#FtIZM2Z@<EcKQ
zHL;b_#Pc7a9s@#K>-BNnHxNHbBnujR*o%P%94060#RkGolb4|CTe0MmBLWj5D#t`^
z@g8%g2{bh~GYJdpm5={|3-oY$+&lkCYUkaSU^GoK6ka|_jSLLP0Woi~xn3ZRtOzrB
z^m=VmlhL+-vknHNETT?CeI8r05_Ehi0NAK2&_myCx$h6R)yjd#3a7S^Wn5+Q0l0)O
z)S*Vv`dnG=P-BKXx_S9GWF<5WMM{eSc9c(Z&i4zyO$l0xr0j)adM5>+v>d`gSiteP
zcX5|L;N)T5@~FzA=2ceFVTnjNeoAN;l)EY`Qs{?fhPpWpax~$sSAD|murO%$KG8Ct
zXMWh(@gzk2dFkV*Biq4SKMa4YS6bO#V#xfBy0Ua-hxifLv+#$d(`|-%mN^OTq-%_l
z=!0AclNPIEN$PF4@>sq8doHpyDwz+=wyKq4->g1})X&$b$X~g(EBwUwYV#JId)<4V
z=&e~wf8IAuPoMKeNSS_K*O<4N68=-UDYn2%0zM=BpzFLAs|!&fI(JbolHlr0rh}uu
zq~=s|w&N?sqj<{`X1aVN)ps<c6a+6#P-QGrvGxrGOw?j;Mj8L+brzOxTOC&ZkFC-2
zY(%Nkb~R3(Ff4-3^$H}f^$+HzE2OF8-UeMrNazEB3^I*D4ovIraD{@R7cx`}i4VVA
z2S-Nw0c;@rZ4~gy$MaZ+3Iqul%;*|zq1lg9H7)6jj!|5q;SFLg(}lm!;ex%N8Y%Rm
z&nzeNBfmRE^Q%LV9}dASlzMPu&6&R0;MEI7b1<;8R`!4+cSnJ1Pr3*M?gQ-AlJY~<
zL;Yas6;B@AYUsU|3)QuEtnZ8hY(#X`?mW?b8anh#Ju}^3?Y4tJ<T=~lC?c((Xwyfp
zAD-NdOz3giv=nm8o)9w-YD)sM@#3=wIcfFRJ&#?xg5o#(47N;0eU#s_mzgCfl=YS2
zN~jL;s0dkJ-*>$l^5FfDSo`P5z6`dTWi<=>Zgf0^8a)+bmh&Z_**Z14GV{}(S`wzz
ztCnPKcLvI<$tUo0lDT*=uyCFWOncB5*x3nU|IyRlSW%>#B^#!D$)}es0`qpfhL{2D
z^7U2kvaYf5#WFqgYySr>Llk<!oMd07rv{&OX3{);@L>5-puk+EnC<a9y|zXub%?gJ
z-#fX&ZTu>{w)It!k%wYSTfUYrfLTePrsupT4KxWel^V3M{2HKg;=PHY2<fa34rX83
z5wtv94Ta(lh}-huKnKDyAKWaTz@-!J74n>wEi@gAyGW56N-ZXvA`>dnrCkadEbKPt
z{Q5LUsE<ni!p|GX$jFeVKkR9(ecRVSd(3eXE<TZ5=yBY5jq@@t$bWAJ+n_$ZfB2Tw
zTY5I)CC~8DHNZOv-Isb6+?5I<==BHHV}9Aj+4o<KsKHMP77qDbFnv_75Ns2yv*#Q0
zmU?DFn?^c{)u`pBd8)=e8v`mA7VGOIL`5l)<=o@8b3>XtUX*vowWb3}s<|u_LH`}i
z7==>X$;D>i#A9bY*6yNXrGEDoTLt~pZn*^8-D5XwU$NrbyZ$b!v@znRdqvuYYd14>
z6<lP?898b0G+!T0^otkGyzW+<Hez>NkEtqy^LhV-C47SQu#K39n_Kvno<NbHrpw0f
zX?%h&m&d-;+~ZUnW<PYCojWk(ufK3`dQbb?t=qS4-rh2wsT(kWfnJ8LzZZY~@_>rj
zTK)T_metV-><bsZ_r#E;iMm{cniWoiNdlZ{Yvi|gfBiyg<MsYVSGgcblE3EXxLmre
zsQ)ZoWQ9i{0Ud{I8SL~b!SK5AU^RwirBNtlrY&97Vx$f;>pi<M`GiG(4a=FT9Q22}
z5#wxZ^~D`|;z(c(Z2euJX=&}wZ0%_?`r%EMv1kACYIg3=?&qo$Y|x%kr_?XR=kO?$
zhz|f11lUOI54rV?1nw<e>3^@|@U&F0z?A<&Lxmc{7X5NaoEDmIfE`q~J4O^JDglO|
z4_l!_`S{QEICna$X3`hibw702Zry4fxDhX>7G(R9N<Z|s)>pYN(put;9}}2WKfF-j
z8Kck_$J{;NR!tCVI{)tVwS8V^gW1O=Gh!pO#6%;k`;n;b_YEF&O_5;D-KrhN7w<RI
z&s^5lUx}&9-g`Xz`}N97dE5D=p}gtmjRK!qA9+H-?g~&?y5TNO!oZLO-C|g_%-r1n
zrUb%WW?|L%{DIjN=D$-&qjzc`DSeUqmS<U9!}-bo5%!j0Rj%6`@1&%=Ll6)|P!LIx
zZVBmb5RfiKKoC@r1{LWB>5x=Pq%jETR7x78yUuvsdtc{&KAkUXE!SGtyykr4dB!uw
zegE!Np6-i0)nuEPGL4Kv(Q2_MW|D}YUh501Med3-lZ=iCakaOn-%mxTK})4_NOS7D
zYTFT#V?z8Sk*DyFK6@d@Al`#G`VF(!nn^Dhmn`~|uIF4Y_G9kpNPLfBes-sVR+3z$
z)4*~3p7%*co*nMaao`Y%PTIEnlxr2fJ7Oh9Npks9i(YhEQz%h#1Yw-3M>fe1sT0f?
zw=<X$h`5h(c?fG#s-N-ECe$!KJgPdTQ5{gc{`$r2w$uox&ix_^5|4L>aToaV?mWr6
z$0*5;3|<qTx6vQNiL;GMTVN`$FIq?Go3gIARm}Y`f;vlb&d+2)bLW+VK*w*dYRqkq
zhlj8Tj5#_#mkfaDoVQ_)AkE?u@Q_U0rb*0COt-nGnD%)@9Hv5mB(i5w(DcXYC7S~u
zi*H>isZouxFz-bbiJu+i5#<q%JD%nGCu(srCdA&vXIGa-85~12*UHVba<jfWP`ae)
z*J*u(-}>i?Ih!8U)cvY{{(L(DVQn2@S6y!^?J6Z(2KsMoYnh)Nuf|^G{fOW?loNLH
z6V0FcgU?^g_;Libjxfc~Ph$h`ikB9CC;Y0!9ZpvptlD$=8yW8-)F)E<H~^pM^BDb!
z6`wl0R;FJW*Y8mu@?g&Tnb!^U<66Y!fnU&^gzrVHx)0$^58Gt4b4*`+x$B{94Jx=M
z(mT>QKkr}Ler-Li_KoS`k9!Z2daeY;*3HN9h<yt#@{b)S^SFjT#uhuu`{k~ePsAg7
z5tRbrn}$_QiG0J`GkqP5*RM(H3<}6;Byp_RBV56c@uA`=DJjL`c>)$bQ|oWITX&Df
zVJ0gd#bCEroe;<hs6fz!QQ6n!uKtiIx~KGgp#B+PVm>`whyGf9$r*%b*`Fh*CrAw+
zdq0O8_)4WWAdSRLE??U&eUlisy1{X-G76*j`POHwm1tm^uod%$a#DWBJB>eNVwb&t
z%dRmvh?v%lPu&{z<7(m8A@@Iu9{iMfD)-LNb`?^~-e{+^jWVuLIKExJdGDfJjGJAy
zFv5umrKYe>wvrxgAG&oJ{q<{|Fp%Ze1=aF}bv)y?>{{Ka;_Th|C0(|lJ){~Ba(0zi
z|5s*5Q<>C4ri-JiE4esy6_<VsEU13}a7^GDNS3cuJrJV%H9qrZ=V|ZP_1n~_u4RXz
zNyY0e{#yn#W5Zr=$}*d^(}V;Bs+)r+J%kxRXs|kIe1n_&8T*gF!#dRrxxIRzEqHn1
zONuj`yQOqM)&IYPrPI$?dK7?in!Os>AY&uOcD<U5i)#y-UJuh^I4D~xUj_0s6Zc6-
zc0FB@8<fbGu&GYdd6H~@Rh^<e30<4%JEz{jwR~cS!jZqh^{Qz+g7J6u6uwegO5UnB
zFj8ffOTSkV$RmY+Kt)3*La{U6(;6@K1xkmAqCqY4k4tgti|R287L+>gWVOqwO69{i
zv$IdjA5wVK4h*AlBVF)ctzr>TEy+WC6q9tnug;TLeVp}U(0<%U_r&aS$k_IQ>$E9u
zg)(RP=@-ndvmMUgzn|fwnmnv(HhZ~m*EGIexMF(wMa1TH;n6=<4Q$3QHYmwmwJtyB
zO6*8&DHYqJ*{x*?2=0uaoB9b!XhT~!uXAzn9p@VRy}BnF8a+a}n}(I}J3KHDlY*Lh
z!ta;uo~=325L;{_BWLVZUw+^*aj3RMCTNBMqyPHb0}dXZP8g;Ag!a$y7EC<jxlQ^-
zKfV8B1ZskX3yAVlu(4s!)-+ayjyI#YZ_=vqj+YF=AlnJ*nsL2l)j`1Lsd9zi(dW``
z+w%21w`&_jzHE&+j|i?7Na(i6tTpSK<kc0sLudB4$R5={g<oy6$)D1ri~KSTk}XFj
zqOQeFUUpvs!8Vtl%i%x5Wnjljs^PZ~eoG4;hMQuB@F8f_nfPJWb=O(|rLnYTM0x!y
zdtud<<IC<=A*1=7Z|sGEH8dM}=#t8>i$hh|UTT(LM$6n6xY6F;T-G}_<x!WVr?vW9
zY~PbC)2fWV^s1OZ(Yu#$rCc&z{|=ySm{ZIa<JCH64x0)2!gI~)>`3-KrTs}W?pbo?
z><nAUM`b(ChEdZe-R_1VOtEvWa=#d!ER(3L_Ys6Ee0m`fK#J-Q=e)JNIH1@=>oVxD
z`Bem;!H6i}k`E8&v7h5?z4{l>-@~-2Wp8z)dK^I1Aux6y>?<vnfq9wR-xSZiLTLGm
z#|WWd6h_3v#8mS2a#F4v9CZ*~gUu=+Ky~tNLMAc4YRt}6)_h{NSls>RzzLXMTFTcs
zw}VtfpH3*r=^;u1Rk$*IusqPYRt==SFo-p=Pa9F`waBvZhd+}rGM3u%pOnA6L}*!}
zaQ_OwCpc!2at&<ZcQndaUVZ0W)c%9Go{Rwvl+Z@w*!YQ7;`b@3GB-CGp-C^M5%0%k
z{ozKVJD*gN!d12HR>!DNB!9lHv1##Xf`;kZ;GIE;69t!%m`*We0Xm5prGtgaadhRV
z;H-|Sf1Lf`^t9Hzqi=RXSmHMEo5(`N57%nvMP9%HRyb%gBF09+xjy9<lr2Fea<h}C
zu&<`oF3Qa$X?B2gyzdiQsbvG5E`g!*=+`N1ti!Y~m$dhud>e~ZG!ejYyJv7r>}U>S
zOYJ--prJl4BVTRVtphzSo%OPb)xRK-35Z^{9}qa%Tg{t${1&KnAn%xX^s7Vq|Jx=Z
zEyf|$*;Ut?nSvGDp(YvfS7A9W^%e)2Nw~wvi17)GsI3KxyFt<bu=pbH^M4~@d3Z^X
z_-Ai%P~!{;DS_hN$DFUI<o?C=;s@e)sCL?lNl89l>0%>z<NPMV&p>mIrwNY>-{4F&
zt05Z|FqEOkb(R-#N3(sf;+rFoH8ZqLzmM8NY@Fnmd}&{u;?{v(CQ3}kYs_}Xlnlv!
zL~kwxr!V~OF<^F_OeaWBDVk{H;NdywWN!ru`tr%s{3J6DEz&i5h84NKrN$Mmef$X1
z|NMHf$su~_v)d#i;`AXGkuI$dZ=amFe4#Op!Kc*4fA#`9=j;wKXD!;uHEcr0sn^ID
z?9n)MJfe{}Mj}ruF+@}p5P&NA2(WeEoo=DWRoQjcAoUe-!X{>HgKjjfyb(4W8ln4d
zn0E$3pX#xs$k3Iy-&KgYM+B$F0_&dtAB1s6q2n0RtZJ;;-r3>xT+<iz*~O8Jy?cPo
z<l7_+_+B!Ouzpd{SG3pdH+b*xlU{@HD2QE1h@-u!Zf$uN!59-B!4MB7TAfQH2M1IB
z4%<f{L%Ri^l^x9nh8-*O9qj_R1^GA3*FJ>14}$?9Vts7BL&pMRG+R3$?+vG8i(+*?
z_#hqLhgEa3FBehC0{wxhl*l(gQ<C9ODDZc1^GxiE*{{t{YO&m=%}^-p=T0m-hR1hW
zy8~BbRMd?bTP8dQ?JlMh2y$-IVHb##^oZdI9|dG_c-_IBxnXJQ0bNX=-t<E6-~-}1
zcQTrj7k7>co$2XduG0pm;78+T-t&}ziW_c@D#nQJY^8T;$Q(EaxyAIU_pd^~$W*}J
zt{k!#4%tI*7UOnem(6M;Fa|}O0NXiSSD<`Fbd^M-9cA><vF|YPf5*D1FA@tqso}g<
z9an^f^~u+p|KCGh19y6FCk!TG?ZC<SUM2|1MhK8ondfsLNRqPv-Cpx}l`5c6)3x4n
z{q}Wf8)(QTT|h%N@!f6k^XYb~AFKJ1>G(4E(o9t5bc7>nc5xyA(P(!wtub^7vsYiG
z1Yx_n?pIFvQA0$uka+t0?&c$9XI-t*t65<J(>vBA*d^G#%W3zS)ZXGKy>_Tnq$CQK
z#+R@SUrZeCBg`_)<DkvquREO!o0_D0F-sq%5)Sbu(8Gz;kGw=}zauy<c?7V+M?Gl3
zV7&#k&G188E7${DLF#Zbsnr+>^+OP@)!!c6Mh5J#%2qyfh65K&Dd)f^L)C4?19Z$z
zrd1zwP!U+bvFx={cQ^t61J4OSa;hZWmdiVPNi5z3&wICFB|9?63QM_0LdPPj%_|8S
zk^4Z1hD8}I{}^4|d;9A7;T$oj-_>@o7Ut)J5D?>0nZ6Rp8j<{6cGW@xGD<uw1P*x$
ze*xLVEsC(hvN2%0!|)gr7{G!)e?b&E4eG0;#jAV4Ac{rz81SEzbrzf;ryt5va8e=F
zncYrc)yZne;=iyZmsg_9;fSMLEjhI+*-dYIE8DS8vPcpmW(2D_$1NtAe*YWSzOXQH
zxqKl^3p}#Dgkq55ZWAPfgN%~xkM@Q>XSK5Y59)bhGj5!JosJ2Xm+M{)3ygj7mq3V|
zSy?P7orU8y^+UrWhJ~-xSs^yj@9kBfvvUbzMuP62KoZPP2-#c%6^MPco%8?_F9efm
z77h*^0N&<Sf3zoKd4mIExxD*@vZkhtKKpB-u=LV_f{wjAF(DxYFsM|Znr#Qc!<uH&
zs3G!P!%=wHP6D9XNK%Rpe=A8elSBvN$j~iG;CeOmr<2KlaLYuyXefctmIyIEz0WDX
z_+^QxK|mBv4Mg-v7;%cmyio}3z$*VE^a9|Sb1?matU3DsW3m|<qO`EEfV?RNo8C01
zn51=hA{2~`8DJ0|2ohL8<zj#B?S(jVY!+5lgjfigaxL;c%NqiO_N*){2ujnzB^C6%
z`UCzzV*q;w4b5#5IQUR#Q)H;?h5%6x*6u5l?Ov@;4$X80mJg1jl}cLHjTa{OKbkrT
zT#QgVy){hwo^;H*5Ng2cufkS4DiZ4-P*|Tw<cr<0M8{I7FK=VOzHm9U)1K3qFj@}{
z?d3s8b%^s{LNx`5OZj7Sxi<*!wqbx!eR%m!Df$RsHP2rrQ;A^M=`F{r><|}<w2aKm
zpFe?c8lG(MCWnQg8M1Qu=Z<{Escz^8=oINLn;g{Cv37iow~U_lsL{wZ@e-01KVD)*
za>$WD4*Oo%+ki|A<w6vYU^C$PM|iiBzkbcY^sm2P6Y5G<u*86HrN(=Q9eK(JwHG#6
zo&vC%2?<lZrgV=xel9y&yagsmFJVc^gxLiQoH2mqJ_G6_kYgbq0fbA?V1>ZD4TxiY
zjo*Z^FdMv#e5(INqb_XJBYmHrK0%^evgISC)5ZO!7Z<T1x?V9y6WGJ7ATmL$V-RD(
zPniwNK0)a+ynYb=$SfjasFjeN1P_@76a&aLK~jyO>jLn0YJh5jGYcU`L%bl83pP5c
z52FxVP&&QPEU5aOtf^MOo!*5R+{)a@83`V8nozK4z#hX3lZ47esJO9IlTEu@Ahrje
z>PDHpT?1TFT2WdA>ZH6yQ6An6N8+Wm2?H(pn$oS<!`mO@zbaqRQJiVARr5d#000uR
z&h2m<0al%cHq(D+I-Qk>fop}BA_gA@g#c?=@Qiav(Thx8Bk27_LT}9MwS*@R(lp*^
zqD$qd7RB8OKhzh=6`(pN$1iC39^U=qUdW{8oG*j+v}Mw)mbyBIRb}(pi4~l_K8q_U
zDQ$vil}@Mo0XUsV!Xx=A?&tb#y_ywp{Ns<oowLZ$)y5HZj3cKpTI0srX32{<+EUL!
zKVUUhVg0y_??<AL3!^Xtktys^so`6&HXspeAkiwx{xwDo@*HFZL#jy?6A_=?eARwC
zM4Sn&L<>kt6)_cq0T)QG+F)fXX>^u(^-lYl=auDuF6=T|$2Xj)*LsPzovAdhZfato
z+~2>7yg8;~@6Ety=p`yZ{hmYVgTYOsV`8K0Hd?@&E2a$VqSP71%sYOlovab}JU*%+
z@C56Ckhqj}c4v;4%O<X`z}EM9sidvbtLm-R<%6uP_4gdbslU-|r=sOO%&x^OWHd`v
zepReWy1)qhoyood_Fi9@jUuyY{mv>P*H_V%o=JTMkBxkb2KNGgvdjd0J1K~U7J9MK
zCn87$xSNuC^Pr`mqgm=pz9TWR!2$_610HYP<e1hOenqur(5N9jDROp|vei11x<}1$
zsz*rWMLk?^_<Q)pG&PULpaeoZj%Bp)#t-*@9kQw3!*aoP85XzVc7~sCRP!m|b&=nj
zybr|{ji9)K_FPTUW6FA_za0l7UpgnQO?3qNf$esuqS?>povmc14UvLib&9)yBW1u!
zaz0rM&CAde_F2sZHpJ_q&FRD=pYVOCxG2HHiwMuU>zRy-t2d?KWS>?;N+5DnZ5=<9
zYFo^*3R(WGfb{f?e&l6d;bjDqNoF5)70d&hVQ9VuDv`=4?;JDX{m<k0A9jaSnT(6*
zf@BK0*YHI{(EhFq+4B%SzvHnm4Ke|*#ndNV+!;^---0AM#Gz_gY2<*s%9EhVD$*^H
z*4Ixk@BsWA?4dL8e9F7K->!SSYBO&#j;*JshwLm+Ps+l}-JO&THqb+uW2=g=L&6H;
z8wF|ljS6Dm;&vcfQDozU1W~@HX~zWD3r^Q0`~4Aru(_6~ETbaVKxAV+cagCf$(Ahm
z%6Lt?Y+`L`MbiMAl$)+3a4bs+%uc#apbrw>p{(oUiw<YZE=oU-aqydeS8}s(kXkJk
zrp0k4rmy^>5A4PnsU<qVON>B_S6pq!-^ab5-6Q{yd_&%?=JAgBC)`_W?dtSQi=3qG
z&CO^RCsP+?t~1h(zZ+;Ftg;!ZV?<hBZAb_@G8naI0zw+uh%OP(WW>(G#O#J{%voc1
z!}GHz4%M1oYP?LO+9Fg3%AK>%>MV)QHhy?XpRi`w-3>WhqZY-$CK}wTz{fG?{^lG4
z8{ag{i-+usOaw=a8yXsrpj+Rg`FLUXKR9qE34`|)a&;BH_WE<$Yf)f<!X_i*3POG_
zF|3w`b7NnT9#0I5c9*J$5G8a25k>Wf&---TrVSy8VC;J=7ozxvVMR58w;T&8NH_Y5
z4fv`ccHvjuV;PVY&CJhR_a}iEMAwgS*f$->zEPlEV+F7`63_)MZ4fp_gFUq5F-T}(
zF!&sHt1OUyL(Bq>v~<@=4|c%+qK!Z#hbYq^k#`Q}Sc<BuLB{8U{-M49Q1h^$%YjCu
zuiQ!jGK;1PNnuKA@(&UWH4_CfZ)Luw30l7R4C|H!g${vS;X43By+6dYGE<d^wMR&+
zV0~iYu~;keR(b6~lAYfYH>^c2h~P9QGF%Ag_wJls;}#-fN;`Yai~exp%xQ`8C%)gy
z<KgC>M@Q!!2R>7LNecm4k3LIql=`vg*pn|<C*2d*va<oOeFIdax+UD?D>EoPZ1J%7
z<D>@A_Gz5GyhiDZXRCA|mi@=N>ErTJso|@jY!OR&p#}UNknABkC*3iJJ*@JZq~Yx}
zd^QB|FS6~lI4B@!23#WGfVot7eMk+~V5E)$A%Ok(puNENA3riR3y|Z#mQ5WmIVB|s
zsq_3@-YK!ce-X$^EMZ{<OU)~r?xY#W%*9e?qtVgUmSm5Sx<MuMb(a$z`fjN%bg&9t
z8N@BNj$MV*v-*6|TlLo&1J3#ABt}C_O;w5r>%uc?JQVbEs+{UDFz)}}PqIc)OiK;q
zm({V6$5Cq6d2bYg`Iz@(@@gLX610_g|5jsjR^$0k9$^5(>Uo%MdDO|;sqLtkjnL}i
zU|N^UT_(_t=zr%;71yhh_DtgmH0^wRJeX4Fo!<IcWk)Juuup`onNUiD0*+X7Empra
z5@g4TU9Ow9`!s)w=zQgId+Y77nQxs!NZfhP5{cu*_TT-0-bH$yy`0Qu;CBCckTjxZ
z71TL5^sP4`ivvjMgZNC0=*_185Mv|&(JLWv^#iTp?mHbpk^-`Hrry!N%-aE9+RXAk
z=SphQ6SYf0tF`#-I7*0J)7m+?c8PkB7$mof-1p=)-G;uX8Yj_+#t~who`q?{DBbI1
za6&l7vtxRcom(|SdnCF)t$Q+g=45H(4P+7sd>Wp9uyPO86fli8Jueph`MY04XTfT|
zaap}=6AfvLpr^a-YQjx=jO2WD)V0COn=jo(f6uPltogq=VG`sBwj9~3lIQvdVs7^N
ze}4hGx}WNWMayeo6f*aZR|;4a7?~-UxnAeC!juCxPg31-uK=;94V6y6@<66GSMyxi
zh4;am!zP8<Y}QHrw{sgCOVJ=j7v8*lW#-<M8RhAwCzABNf;PQ&xEG>_of#P|IW=Bv
zE0kSMeALGG&u$Yq{{78Rbn-zS94hCv7sTT0``2|(4@j!Q3>q}EoZGm<vPk~Uhpc`(
zR())QEj;(5+-aJlYRb;G2z3_gqI<nFTOc;%`DC()pQTb1R>SAR*$S>kIz6Fu3*-sp
zXZVK(!NE-K|Jm=KaO>T9>mOQ-GWsvucYF`;ozg^G@fDWf8odvDtIJY(gIua7R{`@@
zs6@x@Pu<4w4M*1IN>o*44B26%zNwn-LUZQ4LS7<jn5h%3i$dA*GF64uzKz3+RnMoK
z_Bh<1WJF!*(#q1)HjpSHKNhm((R1c9JYH6Nn$g^RHw;U-*#JjPX{7U^$N|kWz477I
zK=^{rU}L7hTTm1y3YOtS39!(maltwX=5UJY0slkDvSVumNkwOWxboIOcY4|UZz`k@
z&uwceZ;$J7&*EtlRe>f4SD*@;l~|N2PJzLtTESyZ6zvP7>Upa?R&*kY578_$&d=7r
z^Qh5M3gX>WST8<!q2y$I`LGzOBy|=mLE(=AGry0!?LVikbiBXarHqcIc46m?d-c%Z
z&Z}}Y$%0LG7a=7s!aP9)k3kNB1W=7eM1!PscyAv^H&FIJ4^i%;&E<eSnc-IGsH&A;
zOF6s`Ys?RBp4Q>O5|OzR%>CwGjAx}UQ!5kzWp>}2$O<z=g-s?(`x6;43R7f-T8G=l
zbkI&nUK==RNF;-?Q0-OP&*(n1DcR-jB76J}Qx&E^ZgKj)yZppT%(xx>bCyzhae}~5
zPh22<J_?-sRRi~{W<2gZT$l@-SZ?>}bkZPfQf_#;nTPl2nBBD(%7=-E!*wr9KHh`N
zi-eqQ?(f^IIfPJt!dZKr&W>Dl$1q^vruyAwg<cxaA5@d>S+IG04@fTi8^OF6%4yIK
zxm*zy1V7F9S^KC9TBw{XBl6Lgc#8zG(ABLL9*p1X*oTMz<%=+5w$8*VKK(})q)PKS
zA4k*1YC`rD3Mqc<g=2qY>5{~{LflzLs)NcXc+NqGdMy>8^Bor&cdiPi>>dS=;K{v(
ziKu;E52klu{iEe!N~fx;7d*A4K~1**_5A%!3&1t5WWrLVZ(9Lg$%LI=7~F;pqQed=
z@LzMNZ$23;In^Reo(3eZ#XAXku&|d}n+@0r<-+&O0fPuvq8`mj*2^r~2{3u}*rs&$
z{mF*4MqaBtzsN<8fVfB^jSgv4Exgp-k#u`hL`nH$MP3`%bHq$A_6P4&QKzOT1D1T`
zM9xa&(c~G<oHlM=Z57`$-Kch59se5{hBE#)5hLrr1`@y>NN^sb7v-}Q-_^iE5vd6i
zC^TmGb(A>1VFOGbiTl__f2DUJ7@{k_R}dt1SIE_g{&>R)WFeVMoBbxxq=6^s{aFl6
zP`=gmPDjqd1p6DSETweHMGWxO&a_sPfF8Z-@^fcew^9FzVBfSbn-?JdNX@oK0L!E3
zs7)9|p<{Y0)cdhkX%g~X2!oGL;$I{G6iN4SH@z-G8x3{sdCa|7*HO-kC1sdnos`g6
z>;8Cq9%CBU!+C?>^L|d6rQ-qF)67^~u2fIRy=eV{J;%G)-<zpvVAuZ3ZfAUJWb-`n
zVC(&8%`O>ru)Ri5ExNi%C?`sv&_XOSf})&q{iQMK^!L+eLkj_Q^gcgyEh6oU<<-#w
z+8XMv>#4$b34DctFbkl*d@@)?hrqfU>vpwyu|EPnO!1vP-0<T0+(oA3=;}|ymKSqp
zHD<2qZUnG)h3PU^-q6ZR%}w+(qr+FKCbRADy|uqbxPnjA?)#mO;{l1)Q^0>O^7R-w
z`3uwn3?Bq>SJ-(kfl<9x!B#@rJ@mX#^?pm?w56aK<;SUOPdE3Q6g&18>&o;BDzHVl
zv8PlX;$Q0<Xj+4zT_6Dq2_cbE#wzj7)ejAQ7k^<fKySXScub7EKx_9Q0)o@9eRPq#
za6*w%%OX;{k33XU6=3h%oZB=f!)>K#C<4OEVU&J)OS`M&PH&apK9-Fioz!pe-c}71
z31(@#gPF;Faq+=}12|(UVLb)WlU=pn=t`Ow^3b()^4uxwZikU|#zb35ZlWBVG+L94
z9QZHv2J9KU+)=!tyfmbO=;==`Qh1#rvN(1f7J`(myRwu*8=RFmF`C}rf3E*@g;a?%
z-RH9~t~bq8^X5iC$@0)3c_;OLdu$szP7T9u$Yz^Dy^EE<<13BMcwJ5nb?y&ZttS8K
z8JGX=CiPlZtoF6g=;Hp{-Ob!hU*Q#UcV4>O%AOYDZHWMkjgm?RI{%QqHGUiMpU%z0
zlIt_du5L-rcD7o;4g(^mWZ~;9V}mGnIq#th%J~qYuvgJne&7?J&`_v*vQpZCp9|ks
zn=7Bedbl(@5ws`F7#zHm@$mFy$xJnwd<ysM#j%BcjD_xRHdldF&e8|VNy~)~DM3tr
zWx6b{tAUS$jBj6&#zA$+`ZyZM#!pSxL#>1VGK*(p-aJj&0>)yX&&mga2Rsd_vNU7+
z1$I@uI?wIjCg|Nq=sl8G%Kic7q4-UGf#<2wt~%)2?~h=PGK<aE_~f;D-?2P+m}b6c
z4!wlyu~!SOhPp*Tr?5!2AYw`g7%Sa13P$0aP>?;~^te9%_t`Jz*-)C3LR#o)L6{<|
z2nXFu=}Vd6F4UW~9m!vlDtgmh&br1g3{OUO&u@%hs<ZU1S6uTc=K4OE0|ktQY1H9a
zP|xE!Y%5%Mp&r|uq-);uA-x>UW{XTO3vb94<<1;hK5~fcB}AUWG^hXFsI1(f;)N7o
z?@eR5`n|Zhhkc9ttdmAVZYlxH)yCa*g#$fQ1ue269wE(QG%uj2+hkDB{aNykMMv>w
z+7wA>duZ`OV_)-HfyB`6?nWqi%>95LGlowc3`IG71E5Z&JwZlXwq~tavKisnR!>cQ
z3i<hcQ&dl)V0itM;~nR%R~|$^4*ku~QZ2l0`iltOq#2wZSb&&^^?&&2gvdDvW2!Np
zIPYd2CH_w?M)Sht_u3%q_;_Y$v|`0#srM^&xDj3l1hY^9<xZRYXDVemN<pc>g5ui%
zQOx(qhp+w;Bi%szy54A`4-!Zbu};CUi@RpE>17mt9f8<yK3hB>O{Ncr_Y4VYJEoGo
zdCQ(iFO%zk-&mDG2QLS2Go$TpL+Wew+YLPvFK1I&zY1@1qQ7b&#92{DA_szo8E~Vg
zj1B%P1^d!X;t1;Ae@m7J^t{1Oe5q4_N&^gGKlAU7I$FOeawD&6h6B)_Ilk|=A%~)A
zQ9I`v$TPBkqU&GN#LC~cv5+pT@`F5$bfvo+o_i~N^8j&OG!l<q+!94ysTZYp^LG2n
z@k8?3)P4Ex8J0&DjvrQc(_aOC2w(1Vjj7EeZTZ$G`XuwcYi%RC;vxCc4);$tswUP(
zE==^9>;HCmn{)b}nb#~0k+}c6xLzR%T2%I0X50ZoRdhfu{u*b)S}$6^VrC~e{`AvG
zm~YwpZDRGu&)3?XNEc*j=egMR=FpIf%YP8g{!r`=jCA>1nRav%gon7_+P^7s-jmk6
zM+U3d8`C)F&x(|c9y)YJ3Wa}k{xEY3MU|_W4W%CkM7LqTyxPT<I_63Wi6#)9ag#Z+
zDe7eawk@ezk>MNhz}IsiSn5ihza!ao(gYE8M10RT&jb9QPG4lFyDM?JvF6~A{w522
zdS_g~B)>}Y`Rzn9@%t>U!dF#8CCh}sVCpM=bpILEKL8Q}9}FH9*2rm07~~diM8Q6~
zTGjiIS4LUeVrT1C$9t;$uxZ>!c!Qy{Gj3kc>!)u(4aCzu`ZC=puMP04rG*i~U#E3;
zksA3F)9S;uM!I~!A6Z1<nq_&9zU8yCmE;?4MLWjYt6Uy`3>Z&5)VuG>tC6=1rnVlF
zX1>=HGKmbOoy^|M9__A1L$wz)eftm)V<y%7<dQ@d4|mp0@tXNiin{Ol-o_`W8|kA|
zzNJnZ>I3|du?mdlFdbK%=k&UZTkd1{^btPa-=_)4Hk}K8NMuPGW#CmKz%{eHWuMs?
z!ikhS`{S{mzyBTzrcsDV85+>_D_vY@#MwN8FNMUnIY0YFvP2PbCGQI6UF=q1LUE)M
zld55wg?@+=QV=L|E|%VC`c1Mk%9W~L+0y;wtPvx<H8|v2MUuJ|fuoMUbgE2WTTbY&
zeG48yy2Fl)^lLwa(-2oglIwhDmPcF1dGftx%U2H9)kUJtN}>nnIYl*f>A)Ms+V#lR
z*qgi+PxP7uXk2kI9o4N@(jDv$m;bPK@1$tb+PE}?DKilVREA6nAaMZ>|7$d05x)tR
z(r6#$XEvIfYcfU`t~WN)4&4ruey8`YM>xqQD#d&@NS7z!W33@b6k0h7-@nT>--{eN
z%=iJLCzl(?-1|;)u-V7o=H}fWIv8Z~=sOUP{~BUYQhq2xzu{k@I>dyn{p(ip3Dd$h
zQA?sFcXp5bt!vcHUrT)69`d}_-!n^^4ZveUb&cBf`yQ(o4(dNX&AeZ)UE0!IqoT69
z&2RlW*Y4{(`;f!;=(uo8^wIyj0#Gj~bOXTkMer!b2S)!`Hx<87?X5TPxEpAiY`wsJ
zdd#k3Cy1pG6McK%2`2v-FR*ExUX1^&dFO^3Td360*pYCIfnq7e*?8<j+#?O(HREX(
z-(&M40@<JKBSB&>!b5Khn^)V53Km?NvHp$L&?H8{%l7FZF-3{Idnle<f!wJ39V|IY
z_eV~%&ke++yZ0sUc=BK`%XMY-zFgDHAL0jkYdg~-8N5p*N&=A@PG?)~3A(NnZ-1b}
zqjd{=dmWAi2!>I_mmdVO`rPe7VY<r^Zsfzn8to&^@#SJ4Scsvx61{(Rv@<sJflEF(
zx}&l4<k9iNpNB{rLcoWb;jl}-f-q6bE{|ryB&alkRJJ2Sn+wqD>U;SdlFzJlXg2}-
zY3gv1gjHWnL?LHkQ<V7lbL6Gy0_)hK>o3R~b?>+O%&RwaOuQ_ZBqvd?o3ie3zbX^>
z;n}m5sYk-%^q(}tH(TF%+Te2en<`qa-#xoR?Pf>qCRVFn<Tnz@uTHVKes$-WEiB11
z26^Wxln4ZUCNV=+w}m4g6;NOE>`-bjLK|NDO}EWHQO?*{fY%Mr{C#u;j}LMu?oi$l
z@w2nGJDlktKCD^ogf{&|CTyWO@8JB#`#t7WDC~K>2Vadl8jqY7jfR3>sXsZa)7L#0
z#&$k5K4KZ>Q~<6ti;stMHvTm<7A1>*QM;;A|AEF)0sx0Kz3VwvE*)6_DL*)4Y}ftY
zf|BJ9mdD~Ae*@L!=jv(`bjswAiDeb|-!?WER_vM%|76gf4B}yL{`h8MdTtuy$(wqU
zNWJc6h#-{{qbkqUaZ()(lVX1PbL>-P>Jyv0z~|AIP(FKkoGkW1+$<fcui?R4(yc8c
zV~}Phczfpg<H9%kd33nUf0n*_2mDT%SZc40)YZN%{O*~54*z&e`B~A+gP&h&i5pTP
zsQo>EnR9PB-)PlKZx8+q*(dLUaD?z!qUbgs;(2|-6y7_zi<~4@$o{*%lrE9$tc2$w
zY(TDPT|h*}ERm05&#`pOOetL4-uL%B=UZd^T;KN|tz51EM;QIl!G`mG!*N#5HrGx!
znGThSe&GArt5tjU;T#`0;BWZQzOOt`EMqXE-s$(>WqygG9xQQ_`b9ToPB*FkA}z(M
zYT+u&>+f<TvEh=O)Qs8%3pBYvMCK^awp@N*uP;_2_IBro+m@TS<N(bOH;RmEBc`T`
zC48SJw#ap3m#FK{Mdn$Zaf^DN1-EhiXB5t=-aAHkuLrUJS3<S07eZBZW!B(AdeLC^
zbI-;M0E|=ndr_}V<Dxc7{e#u&{S2}1R*E}jDd~MFrNUL<MyG}ZnZYW<Jhk*I`O!ZT
z<6(1*qQ4`=?*zdC2x=mNfZlH36n9~6!Tf~3R9bkhaq)`m0ilAgGwsJbYRI+`70w_-
z(`H03FuvN?b*?I@L#GZ>`O`<Uq=wh$ws8INI~a~|zH~9Yz;U^jx|P`8mD`<rCFe1#
zRbac?711MJ&fXgsUv_S|*7smcO5ZRAT0RLK{(mS>FHEi%-+18ofk%UrkoMYh^2Vht
zEK~9Q+g2C*ClgWw{Om%>5m45Kcn{xuUM5t)R^VlPno!OoGFk!ocSO|A(n5dqR(!M)
zSpRMEpKqAtiB*bLHaA{GqA7DdihQ^l{L(Ek!Ve?qX=|rkAX@il(qCOhKV0L$nS4CY
zQpy&-`I?BorYEfRpfB13-vLWPQsvv$XUps72OsFq6C@-ZQVdmDE5EvH<dCf`%d_av
zx-MV)89x$WFOI%+j7QRsQD#-m2TN9d^lQv}|8~V#blRPu0&yPv7hAgoOQE=`*UI)c
zyvi`h57gSCh5W0&9rLTo0LT{>Fo1&8#QPI-Rv!&%B-F${4X^&-Vr~|`Xse9&{e!s>
znl&p_E!Dk~cyfVtLA^PfbA$V%{Pp;l4S9L}JuHm-UxxAhA+gVTZrofFpD7hjoI-A<
z`kYk$gTPx4($zyQf%)VK*SEKL&a58%vGb2!i2uQ?w=Az$n?+%^DcFSFf%`&JEK5m%
zqU6%wb!<VR;O&uz?|*&9WNRJAY^jWr&NTPS*B(BrSImbXLcmeNfl^5dYv-GvOqh0P
zZ*(U$b)#g4mibU?`O4Il&MTNAScbmTlbXNRce%MA7)#pR*-3qb0w`bgN)j<XlO+U@
zDaLB14kmhN^)|~bSyop=Km+YWt4T}Atj;X+c9V=KbeyhfvIz>sm5Twy6QEf!n$l+-
z6ZbGdHIlB#gCt4^Z#;P3Id87-U{)i7L%=u%nbc0`#;$ii>u=O7)^u*MxqOZqbJDwy
z-v6l=-SjusslPyBL>68NFU4TOSFxAG-bOQ0u`Q{b?W<uz1b-v1pD8dk6eqh*iPJHK
z|Lz?9R{4`P#Wxo>&>kIQEW3~DrePpBm?m8KFq8jx0*jS4XjQwo$9W&Av1{~P)rw5I
z$mg~_;#VK)sku=I&xSLang8zdF1C_RDOrWk2|SHl4y!dTy>~`B+SdzjK<~ocT=0w^
z66N+-bYNHkdI8n6aC4K6Cpb-i>FWv%UTqdxxUT~Ja_5(fD&k`Hz4K9k{mh5doy{XK
z7=<U=E7oEt#&P9<zswfx)?dAVRw)~|*nE~i2CLdd-emfhHYs^S0rGA<7WJHTi-S%m
z)cOnKHwk)Cvv})dKPgG1<+L)So-5E&`^`#zD=XgSy79|6WC5SL*~C&`pM@k1>t9Gq
z_l;c-MY$4rtpC;&LP)9}$i4aY%T2xxEA%TRLeDXnBi6p|<VokBuir+u%(1Qf$>Z5|
zP1MrwIM!xO7CMyUc}TC~craQnX!C2a>b$dOo86hEJ-Ko3?B30L?MzS3C4u(XUI8JM
zVH#Jtq~Q<Lxh5!3bZ$gg7{;4d%2GOL6NTZqw}15hwYj?7$-xny?U8?%TkKnB<U1Br
z0E2JWJO7Z>7d#{_-z?Jp>=Q};K_@VK{$h>4q5A}zucouA5P#^wbr-Q$-@iO3K#y=*
zBqmm1{yqK-pYw67D=Vq%o7QMqucIjx$00KlpSQxT$fxL~@6M+z7;`$PSJGYWgs6Yn
z_)7We;$R}=7~jTq)pBsm9Tg#<UCeqn<~ei+vzKH#-}PlF6<RxD_Wz{b-<bC8@V=Zq
zcwaoV*tB1-CBAImz(^a?Y{C3wX#H$h5yF!U{g5N85@n@#K3kSjVirL?<6p})uGo0N
z{QM7f@3lhcb06b&Ai(vH&K7@bc4fbKE!gI`cU^t~mtiNBzxQBL1+IWm(qgS^D?z)$
z==DQ%ap=`v)f+(@dvc3ykF!QJ=l5QcYXxugQ<OwuhZQUkz=_I;{lZ7oVf~_a&fNC|
zB^-W~usy-nmP^G<&Uh$)hp_0~9B<lFA|7{$0grk{S~xMM(`3PR>rgphG88J~UY!3f
z+P}=hQK*#<NW%pPBmc$ikM%nm|ETK_7W`T8ER+)>9={NrV(~CNHDE2qyo+U}aUiE_
zrrbtZ9>)^LnWJms;JRcUSQm&er=ghdZdIGLjXfGui5WW$7)AOl?m-V1hP(dw>CACH
zvR>zkqXZbSA{=Zh+)8)>b~@W1_H(ckSFA<s=gw*jcoNGQ7gsHl3sr$<E(wHnT~;;@
zAZYJwN0-Tz1&SG7ooA_$FXesv6xTu9isX+er2*B#e8>nk{}5fJwX<F^h^_U=@TXT<
zq~$fRK3*kmqSEo-ot<p{G3mF|ZXMNxjxs)`<>*E0C`R+TN(l*W{QrUT!&8u{CR`9r
z{epa7RZ{65o<o(C(+YABgCA#kF?xpJydY=+0u-314KJjF|Ftz}{J@a23Ucxm1%t<p
z<4ejH8UyyO9CLr0DnaJE+(+hHdc-_)d}<dqf84ExI}RgsXA8z9s{LKtzw1{AxeBX@
zJ*&T&GGL0zV%5$nWqtHI2q0<!@YB{ObK0vECyl$z+1~m^bdlBH`@G8I&sSu~n29%t
zyg85A7UNluC$!WDD0&JerW@)g#ovFj6yLaVa`n>%+WVuXKdJ#gzZHuim7mP>ws~a8
z(CoZ<XN~&po`!aTy6!DJ&Jr=hx%vEf-rJ5>$GxiuwA~6^-f#{<nj$iD@cg~*$da$!
z3h{*y$7s~betzAKO=-UC8Kp{@T%o?9k^xXCk8>%0fZ^l1Nm5z(msIJ=pW>j7aCm}e
zan9IqPpDnA{qF0&++V~xeH26mb><<b^bppHbBC=dFe=wiEyzppRzvpy$1OUBQ?)yn
z&90{n_)pJ~e?51*buQwD@$HCk^)9ehNmM{M{jVMByj0)X8|SVOk8}d7`E~L>SDM*2
zjQ`as5iF2C?xGK@ID$SAw4rQyA%HGlNgiZ95$Ttk+%<x-I3OnuqAl|V6l5uXB#wz;
zg7f6H8TUxlmM{hTW4x9{R-^I3h&nBf`Wj!;Uzc1sOj`kh>1t4juA`+CUM@34Os_5T
zT3%vLEeXslhKF~O8$R%^qq|<YUoU$iGNkyYk6XXzg3wo~-77_H%!FU88pW#S7iDJS
zDb<Uk>7EGBnRwcIrNqC|g3@2Xf4K3OreGH4-j2Q8y~B0`dS?p;QZ10gTD)Fh=`h*8
z_683z>UiMt33skHOceVKbL5HgKjPrjiG@7d7P)D3YKx)l90ld@#b?9d=mWpVG}}IU
ze5+hSJgaA8KSnYS8*8m(m>~EY2CtJm6WrD;xEE}GHuVxxH#Rf3*@~wxI!4nA_gmzL
zNF4R{WM~=6_HvwS-s%TP7ciV9Kh1ukwIdtJIKxQddgpafl~~NV&Vl^%7FvfRiKgdl
z0tEuGIR4(Z;}~6KyOKYzss{1HPb;JP-@-yeB8r+aKDxwTwNde^Hc;v-<#1o==$4x~
zsm}YlEWFGu*+QIJY2oe5v}YC(H;cOBj^_Xr4r3kSI$!fGhP_0PKUjfKL1Z1|VTjtS
z_+t-bOCz%%(APkyrC0sj1QKYO<fXK^tayU2T}p(`zvtQ3%J8e#RNx~2SW4BS?A;eB
z)(6Hq3bVxXt_&JaUew8Z`mdsF9}#~N#Zzbblj%V&l;Z#12yL}W1h4m-M6*w`dyUrk
zNn^2dR8UxaQI>Uu5)vaxuC}ja0W*Z3B+P05kpdw&dIAF4`~mUL?YknQkrw)Ll&=&i
zrRTP^kwJCot<vI(l2h$8tcr>X5_0m^(I>~dcA%F2%DLLM*gh9Y?s5g9e>1+z*p1Cw
z*Q7ii<J?JBR-iJAO<L1DkkT9LP2f0T_{HVlcJ;{eH1BT~TRwEwUC9z%LX4B2y;-xI
zzA1uEJ|F%@UQe#&>qEx#yo6VF+iKPQ(XgBre}wd3$$Xywj-Nf}SAUyX=@uElvn2CQ
zj{>R8p&B<HnXn8LI8#U>Od8&>+q?nkd6w%d68n;7SXX2?hLk41)whn?M#8MD2OQbB
zIhx<bA=TO^d<4d_$X%eY4}xgKi!%a{Qj~Op*zTt3fWF}|{h~KyA{%EXvyykE4{6e#
zJbg$688XZ3{?aE_g{N9@Gb|%cl}`)la@e*}O}`?@ivEIHk7Nbo>KW*0NpL*nnkdaJ
z@`Ch7?JP`O+OIScHAbuhz&EHu`ZHTrx*UU7*Beg4ZY`{zko{&StU0gI#|nurG$#;I
zXh9Il4l>qjaoi?&-0=?kbpF52@DK1e`1Va|-La02#w8X*aL%klO72Z5p3Mf8m+6q*
zj>mCPz^n;-W7>8)b}4{=oId7HxWS1_9yzNu-0;IIZ~oozD`hYeMn?$6o|E@lGs?XR
zQEORBQb99{v7-zNgG}PV(F=dOZ;tEv{Q*yTQBGSbK(oL%^7Ae`E9*-Ev9C0cH(kCk
zOgDV~^R0U7N6^S8eoiY0ge9;H>*PsvxvW9$E+5bpM#P)4?l|XB%apKdJi|oKbdzHF
z*9(?32L}!jV=#7(p-_Z)y=bzwVL_0Xs7@3clZ><!I!KR^RY7&>lHMCGK;_R||7cpP
z3js&7+p{ziMm|-60bFGd&GsUpQ}SD4NBocd9UrXS7I19$T`MC#WU%2O1{mJW?hf$%
zWk@oM2pbk%04(z7osOv~CR$orLnlC^cY^j`^*4{|fWEsO?gP#RB>@;V%$#QLh^+5Z
z=%A*<c}uQn6}s+Q=!~sBzuE8x{Ag9u`y6k^BR0$vQ7vsRmRuR4dix#T7e)6gvAx9)
zF}Mk7)yDsQPBE#3DX>A84ukoTWmd|7N979dzkeHy89neyzkjmH-ns=^f#Q!*Y|9e8
zZ|^y&SQ5Zehzfw#sVn<B0f@(F05rWb(Gv_tva=T_!f$;spX_YRI-i?F-Wux9&WX#{
z)YN<dkB5S7B#8X1ngY<&i_+tE#6ZLB?(ROl?qtZ8bEdXG2SU6K@oSCbznw0)huiEG
z$}zF95*wm&;3+A$^Q3+dtNo&LrfEPU;6Koi>zAS_H-%wN!d12Xr2M!M_HqWFN+BeW
zQ>vB$hC&*e1x*e{&U9j(>${dnLnBZg>)yq`L{TYX&;WwzmzDdy8B%jlaGF&9uqAy;
zGeq?*jAr7O?C@UnCP^Z7fu_De2rvnuq4!X;eszXB_2cPxUj{E<NiFs>_=Trb2lPET
z=>t9&5L6ss%r+uA1v2XQn(MtvfNJXll#r}~gF+Pt1)k%0)wlPbA)?qE@@0z8T%P#Q
zCr009j<HiHAHA!TLkD?ei!86=V@N3EGF1aC-aMFp&oO!ENCIW-$FWApkU%!e)5e)4
z^5vlW%(>pmze<6^WPq+1$)#~0Uf(_1|FmqLXJA7Zwyf!kqs|4ZwlA!==BFv{ZWKNP
zH@TH+_Bg@|^VG{M8X888vg!ajKVMt7f)N19f(~X@;o1ne_n!mRilrl<vj8u|Mma{S
zFxE?dSA8et`d(h$3X#^{<=m}feYeM0MI0l|^%(5@sR2cLA69mUV)HeVElSR=EUXGG
zULGH(j*>pPlyy=UGQED4-^bV3kXLCVU4G_?iR)2tftS?}!mAJ76iULYHuK+uA<1q=
zZ}G<@l)~y$YJS<#!V7)AvpjG|Kp<O{`+L0bJiH7E!+9Wdba+B`<DpVQ(Y-{OoC>lF
z@l$I04ac@Z`l7Nwvt&0!t4TbfyX0WDF@sy&1hz$klMcCvfm4Y|0b}xN&18EG5TxF%
zai0&<O;^0y^5>h*{O~oE1QghDO3uLx2+<6E`JdC&B%(3Yh;Hp~-SNG#(ul(lru9LN
zk{Vl_iYV&AI<Y&ojHNA*gkTkGeTl-!ki4i$XC4!|<h-r&DAw%KMvte8z6Tm{g|btF
zGO|GvwrTxS4q%Ew6*qYGC+|<9y9F0zITzrL=FrC5tnFIJ$!(%5U~#YZ`kS=G6`yMM
zh8W6~j>Z~en;1g?RKTQ3{LAJYD>G*~?$z_+dw~v^FjEHAUa0O<>M3p<&u2-`TIM#9
zxcKbnF4g%h6pwHF>^=maH#+Jn87@H2KE!PAfIT1sgrYtN*L4)jcl$Lv8c#NU1+(Zq
zcMYs$lz8x!<ns=OBp5OfSfp!8PS^4fCN<OIoR@Ue{qzDm;o+;3KS-$=R}bjz@8?WE
zJ*TUhet6R2+cp)(T5<ny)$(>+l#|mBCo<ShGSwwB&F>R0xC&Fn23;HEfqmi)U@%Vi
zM$Bl$eTAi^rLT~Mf=)dcNNLj`P?a+^P3s=!26GCK7$AQF!Bpb}NdpWZ%m3p15HMWo
zx;AMTcTu8Vn<!wNNdf6rz~kib@Cqj<9ults-u7SsMXr9PfeZf7oQAxBYzgQ^0VdjL
z#pES$)Ix@v5N7ajwjUGvUat9tTC@%dg~IqL0?S<0aK3~=*puxI$TPpYrvOFv-w*n_
zjziU>2|yU$j~ILT<<(hGIjI%%LMR$)E-7k&b^;=~<``hHlLiexgbWNX7o~3RwBYkB
zMT|B2)i>{CRF^x@cIWC)a&l}J&jk;DEb%*aha=dhm@Jan%*&MQ({8uwZOQA`o`<^f
z$aGZlH!ge_Ak{`Sg>!bSHu!Iiu-WjifCZY2h6d-kWYeL3-8+LNHhvYjl%!X$UY)L8
zOl$2<9`9K&Ffc&C!O&?bw`|9Agh(8O@wPHf&12dIIW}(+67q*2F(C@@y9i(j2_6Aq
z=})lmWG~)?E1sABEDS)JxSX*{MLb|OfRv7q@Nk3{z-!rt!yw$ma2q+WM_#sKLFg`P
zWiiLmfq4qr8gZ?ZrBvN&8Wg&FW;sK-nnmiIJl1<2<qvKG4aWU_9Vr_0QJ-0h7kNEc
z{};N*;%ZSW|A0p$$A<~3>&(<AcYS{zVKCemiFn?O@wlUU`(eA+X=_XH=-vi*YO>bv
z-@ipjSs+*nRLt_={>I+{Lmj|rF)D3)ZBi~^33jae;rP%fQ4{y4k6BvZs4}QughEjl
z+)JS@mSnDCIV72kL|!>&nB$m+U&dj-_qt0<BQ@jKF1kkTi_V;5lyxrm*MBs3#U;6$
z6z8!lSR5VZZxIEz3G%bU2`d0#rvx;&P_(o<N8ey+{{MmH7FT$JN9Gj)?Th~YLIy4I
z^k^WvvfjEyQczGJ>^6%DvQr?Wz5w&g9GJ8o{u*~3eE@7%#7zX!W4rOw(^KT807g)X
zJD!!7mlXKIWgK{~pg^O8Laozl7ngo`SEm3szO~wCMNNQ_g%|`2CB^QBc66)8fcDaz
z&=cU6wn26Pq1<$cJXQ%wX&UXc(JfNv+T3xGSgnFza9K2M-;PsGBZ1fI5<CXELyb^i
z!sh^(`tcE0zFqZwCRA0v<8#@oxAzmn#N;SZuJJgV-EGHOs+^M(uAzUhACa7^6LzAf
zIp2GPmeT^+Q|dST(71`>@^Hy;_Rz%BiN(`>)6%h!3;2IiPt;b4ZNcZ1dp|V{ETuA;
z>gL;jzImM<ma}7z8iRBYS))j`v;Kp94Ga_&yRNLH)G}IbMM_T}{`M^yAWYG=wzfpB
zF$-vL#v%qsd39VM?iK13At5^I6gdLA>@hP?E`hccp4VO$2>JlEr*>7?;|Q@+E;{t%
ze*a<v-7(Xe@I*1rZLS14%3KQa3{IWS@#TAxvH2~SMnTDS@5hUEbNjjVZuG{_wG`ls
z%q13{L4dAgwOlNytyv+>2kMv+`!8l*=|giJ%4<P;=^wBU=JL`mAsHlLl;dpii#L*9
zelR;pItx0JaCRQPI1;?-n=1Djr-mcG(q9d|srNf?LX#K<Q=wws2Z;l!x0b|BIrYxR
zG{~&N_W$xnQ6Mu%INc!VHnaj$P&oi`tDGjNz-A}~t{mXKmhNCrX(MYNm{BnDk7X{C
zlVd=1PYEvo<$>WW1vUb8ef<#d377-0Fac~Ts|{1WJA@#H$3!7+CE!jGLV7_*Iq-nN
zK2)*v7*74tGQmG)TC~<e9qk0IzI+;`XG#0oQ-Aw%j%H{T|GpxggX94JJ8z|quK}HE
zjIBB=_5*t*gr8pHdzTvLorNypzHNwkG;X!gc{}RBV_(L-V(*j%9Rma0m2hBtntMTm
zpKRdNSIhF#ew`r&JY@(dKVnB#UOo%ngBstX3f&WgnD2Y!Uh;9EAkW}n$898fX6~3D
zZ@u1OY9>0S&ZhPe2O*q+hP`ogpu6MhqR^JJe6bcQ6Y+s^VDq#2O{*^>M;BHbjdR(Y
zl^4(b|L(@!Q&VJ4RY%X%vwM*h5X2s)EoCib@YIOX;L&3pV}DPR90L-4sjwFus_J3y
zeoEsre?EA?9<%&KV!QjQ#oyE}m0Y%zgVk8-n8lCREZ%mBd8B#hqF!FZKz~DTa}S64
zuap!ez4+1lJC`2=URf6{mK|~#0HNQOa>oOO0!JX0ZmF>ypH<r%2Z@ulO5}e4fxp*6
zqV48)t`GWAb9jaC;^GX$ShkLQ5oBo!8l^N2b9c-9Oo~)&l;(Ru2??gHt>0V^?qKjW
zcsl9ThZP<2oUi^o-*WwRAkM{w4-T<S>c=S=ct7=vKU%A|I|^p6lsyi2EWHsMH{n81
zh*0Ofz>943d0zyYzI%sg78tHZj;nP%?3K8WM~pu0S_cwrTmL1L^<)ptbixJ~Wb!gq
zm%!O8v<3&=i9dyo(;s*ONPkS;l99%7BQAX1DwU&Y0XXNlUM8O<=H!!JuqQry7AaT9
z$;EY(mb<6Ma~-ipJUsFR;+WupOYIrhTH*-e=}QbMFBv*njjx+L`4t4wKf+=P(m1t=
zqlHEN8ZS8C@62>*_Z``&&v#f>uY}td{k;pVV_5J%dZ%GCdZAb}R#jfTefw5dZtsV{
zys+7`w7tVE-r?#EvOwIQdLPrm-xpy9B}u<?m>iiY=d-KFP-o@y($D<#_s@f^le+=m
z>*7e60}naz3SGhW5yFOIj{ku;kCIQq+bs#`1-rJ7V9`!(^!#BJ6B9#9YxlI|85Bf_
z?dIsT={ZL6NwuTi=rBGNa(5gr>EtWk+#)N@P%0U|8)QG>ZdE>BC^Kxp36A%>ww}&0
zU?3Tu{{~3Na?$hbY2t)Ch9?orA|2pSwl%?*rJERKId)t&NZw(NB$KA}+<4lP5^_N+
zU+FS9jDB*yoMk{N9de?f9@Gi~<r~o_fW;fpOp8lox*6@#TfN@RZnruvARtguVJ06*
zhZXZJkdR(*y65hOEPx`xr3Tqsx1ODPoi0jTWcEk|l5G3eeXVzO&Q_tEy=nZze^Mu3
zFq<>m1S^;vo$Si2fK39;ko;g;1<`p`^={|zGw?M_!}f&wn<L@&U3mDuO5*acLF3!e
z4#Ru4-+M*{@{&y)%dDKbr+7sJL@M9;S&cuDY__BB3L}x8jDEq%P-<Lj={;F77j=`D
zmp85xeAxR14(Y;f=r$g6cLibnx|Q6Gcn-m08VP3L42VP#NhJcK@hDhq)4UgGks=4!
zypNAp&9iljQjf0$lDLrVw5LpP<V!cSo6XiHaoSYUs$KTQn>!aG;)*J6I;z--8=>4M
z+YVe}9K4KD_j^xgBeOaetHhS8l4v<n%YHxQp$>J=Lw-wG41dz^9ac`O4bRCdRN5+}
zh&%aV_-`aU-P+Ip#9M#O`e2;(&LlB2-U)tJ95afEHrLfr0HfXv#o!wScST5DJxE4Q
z&ZE9<)AeuFMqJ$^yJy#c4BVerni?N(>%F$I5sh%oA^!_ShjE)&{O}4Dw{Zw5t9(GG
zgRkMc*jNkL{YF1O{iJ1vO&=sZv#B60{o+Td8V++$$iX7_ZMvM0?P(PpyN=ib&Ag(Q
zeGlrZOS13Brbyp+A{z7&`1ruF`DHz0+ivQ>)_S{3X8&0F*mxCYh|_Yf-@z~Jf_JPQ
zGnZgVhj7FSI<ra}!uxS4vY(%eW!tD!?e#M?iR80T;BB23AMjqcc-yTa(691!amK}p
z?6QbWi5p94vT);<BY(6`af}F`{q;bSS=Rg$;@~)Cv$ZpfDfch?H&Wd?tBZ<?Zbrjz
zM)6a<e0p(qur+EGZGe6qh2(W1W@Sj>x<x~faQ6u}w^^ggO)Okyp_0Z-KW6IhnZuuY
zQo;|S74oaB9%+O}MSVOyf0Fm<!iWCEqhvMg7u8exH2PEH`W`X=17C`waHB|EFLcp6
zoA)LepFXYc>6UltpDQhSQto_mu;icZukZh3@oB~Wv_#&yRdss$D6z!k*-Pa`%FDkJ
zF1PDwwG;4Z`%o@=+Mar?D-@MS6cQAR)Z#tqn8L+cE6RIAmV&PO@e-joq3#4@%2|et
zM-rs1h@Wn@4tsq6+H{<{iWbMch?j|e)_P(TIr9H7^%YQ6by2sM?i8e3!Ykb+Eg+zD
zNOw1aNOzYgC3TT*5b4gVQX<_YAl)VP_Wl0<jrYbthC_tGIcJ}}*P3&#IVUDoz}Zwe
z0K9zBYSYDJ<7<4qwU9$d8671xF|)hFev}e585a%gNX`Ua{$=RejcC?;=96|8=4%|{
z{9v$ho{lN~lZ5_QN6L2D!9oV}n4~xaYF|(3-t14>AyyU<u_<{Wq?5k&`y{biKL5DX
zp^hW(J&25`am?@>Yzesgw+h~f7xwm0Fx>=&LXW`6p9L@=_8RVgY!mVd7@K^m1V0oS
zEfu1mN!Nc<ywn(XOd*kaVSpWB)+Wq%gN2F=a*LYpMAiG%3GFH#yrN~~_B#SXzalYa
zoHqj>U_!F_4i68kczi3P*G%|CjsJY!YKun6RBok`XZ>wBY^{X7jBgmQk|wP;jyI{B
zO+!gcpp7Riy>n?f!#?Q$T*!z^#MqYTKim8YOzZ_Ayy1bHZRJ4V+|?swGF1KjK;;Pz
z!jmwabs(r{(Elk%L!2#CAIM*H;bQ#wdU(tcsJXb$;Yb!H3qNhRFxh`kBX0>IZ3%UM
za((7~+R*IU5Jvbr;5C{yFv2AwBa57v(2Apzq)mK&kzT&F;Ys}R)PPzvd!)+Za|;^M
zg-yEm&K$=m76ftD?vxe_kESIh1tEO1!JIDyVbI+2q-0HnyQ&W32$O-Pw`U25XqPP3
zzxjrqNRgW-fD!#&?IOj2^^-?m$;#V!2I1=Z`KcZ+6@r9eMq3S5wrP2`+=BFq#9{O=
z2}78>F_Y2rO!PW+Zb(b8^%CE0op4ueNJ@b-fxOSv`CVW0R}WimeVbHB*Ei>JYEj)V
zVPpY#MW_}M6S8aR39*KZhF-!NNShHCf4DuZ9KcQ_k$K-q?Dw>DvZ-A;5Q1ISq@iUx
zUma~CG}N!Sgoa5mKRDGeb>8!~jzas~=hm%~TK*$esCnqocDKV!U^5Bt2Z%>xzxn-<
z-qCeVxx4F=I_kp*FVeKw-Cuk%(bI?f@drk?;$HqTQSU@ZwRkdA5J6EoI*-5B)rncD
zy~wkDZBZ|@Td)zpk$4&Iuq^BahJYJq$83R<Nh%CXJL;;bs|SNo-quZ7Oor^StC?eR
zI<cks@gqBTBwu<%CtDM>!j`<x9tN-((P!P-OH?;GMmMArwHVq9v+f3*pJcl*O}VKm
z8k)cAIe9q=?lyJK&@tu9i@vR*kvs^hUHUg5vXTlhtZ4e~9_Hk+In)izH&F9yud}SP
zDFomSg#3cvc?W{JIn*0#azaC(2c%zYeJLhAJ)TTa9`@yj<T@Q(8XFT7JiH~EA0_#s
zF?=zQ|M*#8OVm96QfyGkfm)FYBzXWu`e4voB2za$eD^g>+65VMo1z_EntLBDJGyK?
zJ^dPU`)ZD~$Mf5cuflI$Z#4}K^J$*`{^8xW(2x+vz3pp<WpdnYkkF91)#jGl(<9Tm
z2`Ym>o6KZiF|_B#W5{Y2S%jsCe^q(3%GldN(IW`t$ljB2+Zq#Zj;N4En88S%y=k2M
zYe=T`qjK1aM)gcJENE-y#sh$A4U`|5f6(KTiIHkWM@4lxH7;5U1gsP1PyEtCeK}*2
zxk#?HdhCtx?CJGj*xSQnZ?kD42&8Q0OBqQgRu40+xZ}%Yg8fzu_UR*chYekm&YZI!
znFap6|A>8iMgo*Lux?LDDwdBF)sC&ESS9?W(-gJWmb7s7u%wX)>`8Y-7|n*;>(>cJ
z@IRY^oqs{bj6!SG;)EMqd%DAIC`aWp)n#dUd7T4i7@>@_@d0+3mR;qpE5DnSw2n<Z
zdr!I0j(P#7Ob3(>>;9k;Ym@6j!79{qT2j}#?9UWf1m-EV_}Q#{e2+RG?pr6lyEu>_
zLFL-Ic|to3e+;Id*IF&Ly`QPGQ7z{g_Qa#arlgOyH@qLJKU1jGSqBa#l>^BiKiX~A
z;-LN5FDEDo$MiVkGRxw@dv}^>F3yD)pyI)D;k-`RI`Z+mUMCh?*)Y=UD!W_LE2-b!
z>F{=BmY(~S+2dW(t95;mo=?OJ8Nbo;0?cn+Md`M1W&)>PZ)q9OW)5%SYX-&=t_kPj
zl(8E$;9`d(gM3qfVWT9a|J8F4)ZLz~E8aK;$v0-)<a36c<0sh(sqn_FIiT0}q8Xp6
zZ+&-&4>Ht3^LSp&<UoGJ-(21JKD>Cw5JtGnvhjCl>|jHZIs+QOC^@y3zx3n}4pDxb
zblh(Nfme>JW#t;>m7cQ#O}yIFcmF`HfJMs25GMH*f!!_T8O!r3Z4=p1Q@FA0t87tH
z;2%(5U)i}?CaWElPKpGpg>hzrnfoqF`)n&I<v>Ga#y`EPj8aCS=e+e)8Qr}S<5GKk
zcwv}63q7qt(QTcsVh<!<nR_^8Z`W(N`W-r=h`wKu{wu$!>3&eh?Ra=mAcr<1{%8G;
zLhszc<7mGQW%{UpLE3vO?O7H)i>qW{TA}W^|8QDee>#Z1854^Edtp)txegs31kb0(
zVaN{Of(p-W17@QOVO0XEc$juWRB=2o?fR{bc$y#$O7L>pzFydCFMZ<_BnFB2?;E(Z
zPo7+XU4{(`{n{L8X2!tF%d3~@!blv=Z9l;_xJAa*kZnHiP8VTDNV?HMVhvuqY!sVU
zDPE7uHp)uZMtq<&NV=&Bl^Yrf-08UAs|RfsAFta4s`dX*^{2BQaCg_0CPenh(;6!Y
zxL1LQr;35{M6F&+?!4GGoMe=bZxTHVa+E4ZJcG+JUzI$nfAN-ZEvQs7M~HoZe&6Q1
z!2C1~G}?}-<RnlojtIwIQubQ+GOsMlx7q(q_Tz`^N>4#evsWkw_g4g;%D+)7ATihL
zvoGf)gxKSq$@3|J%k^nT=6di(s@_*@bVvvzgxm2`wgGc`1VD<6j7(30O+-u_0&a&H
zh=SD#eye-b4BESN#_6+F4zLo};X-6ghK<hI!*{?H+WyBLCN6H@-?6>JsF{3_{8zb?
zQPYlTSGsW_;s4Lo`cfrx$}sN%V0~XLD_yTa-N2Cu42ffbPgUm4BXILx4F*2(!wPvK
z{dZ@YbP=VMN#F@7y5{_$mdC38{W{LMR$KJ5lC`qW&=)(5Q!-6K7K4ES*BfLcBzntx
zf*f~t$;PV-!<$*n9u)&|p7IlglV&Ps<RgV-Tcf#+lz_*gi(_G`(lP4ae3p59LdUgU
zMR(ZqH$H!!hPv$y+Os_a<USTTh6tkDhIhA;i+i|b{1g`VIJXZ8$nJ@?&XV4RBt>2e
z$#Q&F-o`aV^K#W|=~q0r>^@lesvNR&HnB-{cX;U|&gkw55Pf}XRYl*Fv^0zFNetc>
zvo>yfGdx$<*LlEcA7C58fO$d))4)<3KfrIjFvlwsKON$`0!~S;h}L~_;(5RB6g2=y
zCQiIT2B4y<&4a9oiAmzdV48u1Nt?G@rgAuS^96vNgmI=GlaU#So<VA6qwRoKdMaZB
zNPO}JwXn!#d%&Hj#KWz};1<IE<lPQplQj32y<v26rhGjl61;r)K+{^Z-$QVD8+86?
zTFh|b8}m;sGdP8ooBAu#szOP~ugU82#VxaEYJ<8btJB4v^KWc;wIN-d#gbupQ-fV)
z__}VKcSygW<Bc!Xrs?Argo(%Bsla#P#_)t8n(w8<!DEhn*Y3OYxOSO!My_kJf4sf5
z+GOE==1pX|<Okg%n&K+fHwRBYwGgLIzedLI#8^1uyvTWb^I85|Uso7UTiun?6(@dl
zPM=0M{@J?K7aYxS5@UR4kb>}#Oh=e`!Rak2fn1S|`H5fRlIkp{^OCWk&Ku;iBf^mZ
zd$$V0e7_G4_JTG@9b{fU+#LoIM#~|BT#i;F=~~WODx_0@7a1M6JyL+=hN-b}yRJyF
z>wm+f^FJfPr<2(Gjdk@Ee78aB(BHSB3!c+PI)}DeT3V(c=@5Y~1PzRcf#_T0-D^;>
zbaTgTtOH}Btmyy{9K=DvN=ix!!obbT&A&-m5X}Q?pD$m()=C)x4-N42``(X$h2QpX
zr#yAk1O$5dfeZ*83Td0s9E9BxOh>4L>Jji_P@sJucG?D>oZ=&i#O10LEV3#UQWG|f
z-B$-yrOBFu#@v!xl-L<+*3%*&9_<)7xxI<Uz{P{~y7-UJYgJ6CN1hNcn92oBHtn=w
ze~3^VS)W<@wnMX=c`D*pbQag^!8Br1CU>RGZDGnE=64gqWENoV=y!*u5_q7zN7IZI
z`YqQi<G{^PFiyI5)(eu#Llx}*EZC(OL;wvo<@Vh#+aQ(nGTr97N}b_O#V!pv-SQui
z-~2X|c;(O)YC<bJy3uL+H`BNFUa?_unmLSruGRtrVtReDQK@7C=>j`mjpYwwi0NJC
z1g&78a{92fZM}X$VId;>DD^lMVUxyu1-!U;z;k)RT34;>DJLr%y1|p{5?GeoiXa+f
zBXFewMgZ<Vg6;%A5FHB(3z0ek3V(Hz<(V;nU7G?c3eGnyOeENd3`~R(Iy40v9FU3t
z-356L2(qWGO&k$r=;ObRLjcfA5a(VvjGMul<Bbel;d()SlPNzXB5tWdzaAUJ#ezi3
zZcu)@g3y6M{ko#lpOzQxu8iO@Ed=vw&ouj9s~Xez8t5s+OauVbD|PxA2U;9%4W&ne
z-u~frCle?tKRIzZw0Gk=-g+@1JbR|rXQrlfb#%U%*h*3lN!r%$tISeFZoZ%t$t)$N
zpnnl16DOw8vQq5P;DC$VWib9v>d8u8Y$vMfVoqE+GjvZy*Sy#c)s)+U<$?bGsUE>o
z3#Rjje@G?w%W95F0R(pu3E^@xUiD%06KiPQ@(Y6xkBA43VX(2GmG*prRIAtEWN2$(
zqLKedfukUrS}OZ}xMI5_tDIVXTzG!D;G*U|#uBf0kM?o_$b0qJ<gc<gKRrdH_#upA
z1{GvN?kZ97&}GXX_gs9t^K1mJ|A@PZX#KUK5N2T@`}voB=dWLCz?G;$n<n*Q2l$zT
zTcbOa^PCE>N56K@5e!?!g|ebz*Slr^NbvL;-@lG9I|6haBK8*XLJnE;0m5F-KnU0w
ztw+)YNCBfM!;^DDaCD5ULECnsKSNn#RllfcMqs}}gHl1&$JBzAUNLVL55Zxap$h^2
z1`9?dsn0a~KlnfqfEcCnPAck~DBKp&-OPCl3OJ!Xe*MjDf0?=ANGoo~CxVw*sCct@
zl?~OvNr|iTmUs8$1X#ftHoN!RKXiP&`HHSRl9Chp!x1_0_{Y~UiNS4HOrVAG9!6xJ
zE4ntarHsm7(gcjifiEW0kU`;IZf`pcg4<-{1^$rX0fP_LI}xg3bo8_GY4qWF#Fs^q
z!KHT9Ox5vQ=Hi-R@n5EiMzq9E3hOmOq^4SUTprvhELtNO876Kn<q9l#DdQDYRpDSq
zaXtC-G7A7&AW5bUl@vIVSa_U=aR3ktc!>6Ztt}BSZXgtr9#BAlxIj3XBb>!R20U4S
zfD@IlD?Lcw2m@T*dR6Pe*SUbdzZf8005CH0F`9zKbaqPG+v|7sc9WXgT{kr}JO*X5
z7{YjJP)|w<0*tz5pudP8_1+&048&87{rY9vtRp8E_Q)i8_Z$RNBC@T(zZ*Qa1C>M)
zXnKK|%NzvDIKTf5Oz)||Z`=!j1cW35QA?MUlt{U{a)W{zVcs>ADKwe~`2^T;;4m2k
zJXlSEf6Yvz3mrB#Hf+q65agQyGcj|}2Btsv^=ftKMXZ6UuKHW}qYUW7)jA!UhQac$
z_yf^7n^0)|oPOHE?bejrH_e8+)6ox13a%gyto+!4Vj7ab>xxtR>)?8J9Y89=-beHf
z@A`ltjsb^LAh6}(+5gF3(xXin9^LgwAdsM3E&O8!D-U-7Ox05B9SOs0&WC7RTgNd8
zaUSyLEmy1VZoB4HAMT0w0=?Lu$Xq<c&X|gz_oJ^_zCJxn#P#4m7;6unMm4cWU4iVn
zK?r*$)|6MFL%-V5NoV*PWYy!(djcDu!H^*@HchA8D!aqT8nSwe6e2Zotk-HlQj^)m
z-fZd~o^FfZH7~8-ku=yQ>nXW_I~vH5LYN1E*M<zR7yZBw&M?5A6IlGQIJfQ#BEVN^
z@VpQpCs@891auXg68(s%V8B+lfgD)QcFtWI4{dEyu!(XE27JCB9&L0kg+D%bp|CA2
zE9(J1PBkve5`%h*ikJv{HUy_AB0>Qih!Ku{2tPV*T$H+5+z7Lz&!2Z<s>hh+7>R(b
zUnEFl5%EuGY7#CMrF=?)&2H54P5W41_b)KL{C9bH_}haRJhp@XeQe#yrc*Gb@FHa9
z9pb&=#aP=H{9j1aqqOAaj2!w%n?j)0>FUMh4!Xk>p+AB`L@(Z*?i=0r>cFO`bgGSq
zDYXy=XdwKxT_>JGh2>Fz-X+RbbA&k?I2DN~?E?jeheu{rQlcJk%D8buA1<XNhi-4#
z?5QYQ)qlM3YvZXGvXLtM@eOILG6V|w1>rH~6%S!5B58YSh$kuE>*GjZOe;Yc5TbB4
z+VxiUsgel49+M9SPaE%)g^LzlQk?2Dj1Zn3qHZnv<Wf0Q&0x$T<Zx<fQi$*eqi~Mm
z)3Is?$kLoY#pX}Pz84B>AFxo^rCDWWv~+b_nPJJfxrrbmD<3!{O0AD>fhHFbz75R#
z_7+>oDC5xqq?XQWh3$2?wEugOx?#b6kVE+GUqWO5bM3a<lff&v<h|J}3&2uuPe<3o
z$&73GUED}V_`|?`2SA${0xPNg`BN!N!k-dhcZMoC6N2i5rVm1PYe0S@@P~%m=cdA6
z=ZMeNR!1OSr0j$Nm~?1uuxBPKuXaem9#;q0Og|WZNC<p5Kb*Qz4k0X#>unL6Zf?(K
z(9P3_@fZ|7mrh|MeJ5t+%d4#gB?So5-r2d49kBF6<OEmlEEN_MtQ4jh_W;jSv&&}W
zR#XkCe(CPl=-OY9pQOT{x3C>=#jYQnK5(E=jz1?Mx_81LWx0&*ipk#oMNzT4wZ|Xd
zC1Qju@i-t#qRnw?9ez4~l>8p$-pbZ_o+Ah;7h7^gyeN8U2+md1oqqM}SyF#u-<>w)
z?b|BMdfcOXx;Jd)<H(S(nnmY;4OOx{fpkKLq5j4%LLW?MVqS>2tiV}aT=+`l6urHL
z(FtfBuR+rf@bVRu;!z>r3rA%sW?+yd=Cx;=f~#(9oPZ#KK;sf>T#e8_e#pq!PHxG+
zKtNX@*ccpAJ-xj|z~~8NUV>6_rS-5w7Ia5PAiA&h>@)sG7&<6S8|IxI1VAXGq@|S=
zC`ALhV!1k^=AB#dfFDe1kn*^~V3p7-F7BBNB+5`;z)d20L&GyG#QRc^|8<gfMl%EI
z2<0bbQ+s3Mt|h4TrJ$p4ABnWf>oWi1artnmMRhUq%=GK`z!DZ%DDHm_E$8RwHwE^w
z74wLsz&4Q3=S8+bu(LV$PS^!~g!7@9$99dCXf2q5$J<mf&IpMVa+HSU<~!;-vM;j9
znO=3nnn3C6cEF^7Le7t7HRP>)L^^OZ>ULmaiQfag^C!={!z6RLhJ=KvLwaEjNw~@b
zENcMFuf2&@Pi1WKnYZFppEi|xw=UpFTq!5486Vt++opAcE=bdAeJbqk(F%-mKY+Zv
zwKa2usT_jG1_>PVqzfQPJgty38k__OYeJngM1m{0_o;JbDJdxk|2n<VMj$yU7Y=Tx
z1H_Ha7J>$F1Ap?reIvoZ2c9NwJc!_DknjO&Iy6xCC5oS5A~Fe!J24#Rw7K)Q`(+#*
z+0891c%0_=2OEI-S(d0LHmhn*A2_gFfqYj>Tf3HaIeFGG0`%y>CKDxE&b&Sw@uCQ&
zm7!nwK!YNAwVy122LfLBC>^<052eQdtoMr`$e*>XuWawPZ;qLWc-gzBzXqJx7(sgx
z<<YuS0<XdAh4H;1D>vftLn~rcZ4CUnf3{aQY7Sb!nQwNF{?}YBAJzo<?1Sej8xqPk
z)ePw#R$=fuNR>VK<0j<eBg1=P#3>!RBx-;Lc}r*>eUIg6k;;@Xy<k0WYkkyW#yLfC
z2>Io`eDY}pV}Vt;?|tQIk+3+-m(*U7h@EUT&tOgO5=T9X$Htbu;~!J`@HK%I=jyYu
zGM&Ls@~5M{ey$YU=44&Plu>>9z--<yU_@2oy6?mr{DxV0uRvlMf>E}!J?$qmF$H<6
zI_ILy#8|g?*@Gp2j`g=90mbx2w7t@#lNR_)I@S9F*VB^H(r$ppAD;|zS%8pN!r1J=
zFRdTOC4-$N(W4U+75x1C${jxr4Grl8rvmus8}_%TeshHE;^E(P=iZJbfO!FMRlv6c
zn=0p^JCE=|jX@#WqT4!ZZi<=UHHDEpofjEz2v?K^e<NbYlTUhrDV<D@svPoxBq>Z1
z``+|9%TKPK`=`j1%P@_YPZi5d1{4w(-zzsjM<pd@Wf11a0ALrlytR<YhFDTE9-17S
zGDv(jHONkO69?|WAnEdJV7Eu7q)mNp5NlAkWl)fU(ASF-xv5l+=saw{c2~Ch(|J-7
z9U*!VL!`h`OoP`#)3Fs1bdR@l`xC!R!z_2yZBorM0x0l5|9f*mB%KJF+^lJJ<@}>>
z7gi;n8U^w<7S~4Ygq!d?mg9U2;+kzs+8xTKw1<TrvBb$9?TX6JaPmaihjk6iVt@Rj
z5++hNt`w!ove!GZ1kWu!9uQ7-Ka!bC%FAV~te6qi9YAmD=eEEjdi!Q<2DtZr>FA(!
zZ(e}HeixM5I(vEw094EHv4`tUwKNbPjpRI!1yuK!ykP%$zRbQpxhE_v<{%6*wH6#m
zpVHD~89xBM+fS=8MzH?Fyy4>*xdSdDop0hLf88O09?B|m6s}z`WwJ*gF?x57YJHg%
zFVenQ<2>(e#kA}FsfSOR6n1>Gk_y9C*rHRId)ip2>&i6(i)rkCw*Cf=$AW^bg~oX&
zv49)qhwf8HnS7MnownI!sV1W<LMg9JkZ2gF=tn3hF}EOpE+hS_9EJ_C{G4B-^?<5_
zJ!M{dZ)cfqV3V~?-^afA>`Ly6Vc>Z5+njYOx=e?ySOCs;1bRD>Ia2kosYZG(DxIV-
z1eh4&2~h6BuppM1EimGMC^_a`uhsBZK|^%uSNJO%E2P^Cz%>`SvY{3~$&eEc+Iy!1
zuE()Fz|#Eo!eD(j7>HvG(6kLp8yXsh{q^rvM2X?Hv6|8;plJF6;2zElDLp-MklbYG
z&iUUR%hl>K-i0l#7?L4ZsiZ*Mf;6{0K2=iXW4=cP6rs`tGk3m7?DV)aso;KP>Dqw`
zDU7G2XVZRCyBr-o=W%`<5=znJgTu$Y&yLt-!iwy_Wk`;ndat=dAgYG=9qd$}7a~n7
z4z24Yr@vC@zKqsllw*)@R+_iJCD5c(`PGhs0(VMACl>z_i0+a;t*6hsOHL$LCy2xl
zZxYGWZvlT2xi(4$XW(eW#;%1NGq~ekPfPrbi&sv;CX8urNvnBzCMrXokU7wKkE3`S
z>{dPFZzMzQ3Ciigb%62dacr3JnRY>x)e1L`4}Jk3QAm(}<p7W-j(o2C3gSN?klaxP
z4UOc%s#ou0LAQ+Q_B11?eJMh}+H1$puwELO`JlS^cdDw31G`r-0Pia}<pFq)R)%~=
zuzOf5;)<qiU+>iE0Ds}~+hZ!Ww)ix$JsEk{WMW4peh^N=7(Q6F!B#321MVgEWVp`!
zSBE+tbc;6b@`N9zyg_95977LeYIZ%`ESM;Xb?DkG=h3daS>zGY_TMBgOgQW321wQH
z%u(sMC}`ztMKA-&9Q!*yHFEP<myCO;N1>5VRyOBPR6dufWo>V6P%aX|KK0~U^Btp7
z<E8H2mObowq7l+;l`)-W@IfB%srL2jftP>Wo2jhF13;{Ft$0FwJy!|!qw(9zHQ;y6
znX9S%Dw+;~_k^I~91Vj&xrq|>RA4^p0tfXu9t6~UG0Lq(Kzo5WYB>9~`zB^#*t&Uh
z7vFHa1Q<-Bs(x1eEpu#rmQe0iukEawH^-<=<Zx`zRi6QE_!<vV3XSoAH(XXAwSyXS
zdC~sbmx5W0V#%O4J}I75CK_R#@h|(fI&Jg^a<Y>ExN`so0py@>LZKICN5O8Q0lav<
zWqDPV4;~6iX*%FwQxt-)GAw#r>6|?-i1T!_fvoKNlU5&a$oW^l(R=R_Gl+dhyv6U?
z>852+uiRev<x9_ruy|H$zK$|S?1qlcS1vOTKsEs%eRKp{3Iv|yAjux+LkNM%=)!{G
zr!*mSPvAkiZLk=)uno?B5Z*0-054rs|GR$tB%Il0tMX~F#@onp!6;VIhqtI%gMoAE
zn&IWA1g0jS^aQ(pP0gjuRqWj=*GZ&CMOf!|x_k4$FhyBIFB+Tvr|Yf-M^Tf)Xxe+1
zr{}q~oc=VI_~IPKSu-f75%4u7HyRDb6iiK@A{1LC%Nraco6q^bSbx?dEp@x?(ZFA4
zv|7~OKlNiaL?h~@J@cErC3RL+9{7mo<0s;hq`dXQ*%_Mh^F$9?UtRcq@J^rhkh9(A
z92|9IM`H?fs{r(t0jVrtcf|qd5~74hgrkFb75mHE{SB~P0HbY$=n8SwzsJXsf<mAO
z%nzfNRBMb}pkm!=wW5>}%XP;uJ6_Db%$2khFD=|-YRE0ZkPWVhlIuQuZOE~d+m2u{
z8*EsAOB<Cng-s{4S$oh0!)o;`ErUotAXT-G*(rld3uX9tBPZ4M&S@+Auhi3?+dj6+
zaeXH-%bnQH-L%z5s~9VMQxtf_@`<D&)wO@u>b_T(DZDkE-ye<kHS7#%*PO(6dNZT_
z<ZE@k-yjP=WxPi<5;Z9`bsWfjHw8if+Gg4nCg~KQr!hU>nFQiVj5D8h=8fnn6h!q(
zGkTSN{Fh?lk$WCBZyqlA3_cih{JDCZ`zG%|Aw}7oUxck&6!R?Y{@ZlMZ@!s~=0{4k
z#7ZBC!LwA}b<myswrY=LJgXM1Z&azE@AJ-*;WyzK=1y>()q+#hEAB2!!C<&|2ea#2
z7)bze@Nnut1LieuPJ4c9tj(l10lzROrerRc`Qm-79i}n2c#L)rmtJGyR`IIW`qNu4
z9yEf*9$NAz2drs>{tXf_d{2@$ae1>7{ITZZ|A)_Sd@E;+Q)UUmvH>!$2cp+cPO0WI
z>T!#%cJz4>JN(SlizPIpKSpy)W3QJE?$>vl?90B{ToWL!DR!b^dgJHdjGt%Sq<01H
zW64){KbWVZGzZ+A2djR_+uN2YSB<|3|0z?unIPbOdX+hoTpR8o886+NvAX#hw-=@x
zMhvf`u0H2>k|LpP6~H=XILNq!HA#(tgYedrIuyWrbUlY}8ar8TDa&J7kzp`wH@xsK
z%>yazZ&*1l9p3xdtdGHBbjtgIVzbug+@4z8o6x$hS^FrAR})cN{RVaJ=7`pD@PT9p
z%vbFl`)i{(h?|s!Q}V;$jIHXg=<@8ZT=hg%leIQ$O}xGZcFi9LO#M+l7%5AW`bJ$b
zwh7(}L|vOZHnjzN=KA=z>xMw3)`{sALZPDzIl$?lQtWZ_Z<yXi3zWm(Dl6{gZRfAV
zG`o6^&rjhiZ32*pCNr--TAz0Ck>g2~2uA@x@2-;xAvLw*dqco{TZ~$RDnAu2E$t*(
zECx+P)dr*PHQ+k@K*?WHRfP`GUqjT0NrHB`lz&zB>;`gxmXE@dZTeIG*F0j<&oKjm
zR8UYH^3>g^Bo2qZGM8ecJ$z^y94QvsRxkN_;Ei&n1J)l)g2rA847-;bJeyUG4d!wu
zfTaiE_L@rnL_UDUbT>0jRjsJh&Ow?zlqqP&_<E{`{Z&?0N$+H57<@>@Q~yC5bsq@W
zd?_(sdBI6uQhmwK7inz2m~)`5yk5m#Y!%}29Q?7$X}zT3?CcTL0V19_b3azQ8UVRM
z3+1x^B@Mtd;_Gavrq$<uD)D3vo06jg4Wc}guYdz$jV%~9rQSnwhPB@0cF@ul`P&LC
z@s$)$heE4#N}y+oVjG|$Edn}B-EfYQWTTJ!zjxny8CFgqZOvD<%5brUK!bVnsH}f~
z4jS#P38SZObry@=3=u(ECU@!e>vqwZ5998-I^|m#T}JvvHA|b8n>+fZBo%(@hnIJ;
z^Z)V9^n^3`tN>T|e10`Du<?)y8na%I#t{XQUTy)`0tabz?1O&f5w(7hnmATw=GEMX
zTUOvs{UJGdZRaTwxRQd<HT{1m-h!IUdXz(=0i`F&<CS0hQ;I=hNTv&(Lp+5||Fcq*
zq-Wnz7o<sD?s1vJpTY>mE+jl)Lw6Zai0iv$#nuboQSL`p))y;;k~f5|!L2!XZghES
z->=8Uz)k7`iZ}K}KOj~D2#1|VV5JTsK=X|Rose^u!PeF*&L3Jo07V4kl{H@b`pQs3
zT^*%yZ#6Z-gU*M5p=>cS&@_AW^Z)m5{BX4@JED-dm2)bFw<;xt`Ep$S!jmO>f+h2b
z5qmMTWxam2!QlHp(JCJ(*Z_clN3Zd{>_g4{3ZLJ^j=g$*W$o?YB;JoVhBQI$_8zAE
z6x~~%ZJA6igeT!Zkn}6F!a>E`<2o^Ev^P}N;%HfRdS7AyoDCVFE#~9V;#q@@MsHgl
zySJ6*#$Ue3tv#&SvVzT{O35siMV<bSdOZ<91xOI^YTKMj1nf>#f;IpJ0w!3@&;E|l
zW)uqv(`b$Do+F|*5bFy}*mhg;)>9~g(5rOu_q+(7d_Z=|vb_!5p$2<_jA)g;lK?^#
zvz*VN=Y*ymH1N1J1uum=J<DNuM_G9O>5bZRQiylSrEJA|)dBsFNu-j}3l-hML(9V}
z(Pp)ge|-D<j@34-ZzD%cdkBh8^7zuZi+tIz%LNp<EKSTGvt157j{{db#mscnsd<e!
zXjGDLOUIDXue#03{R8>q`%sEd$bYsv0uyf@*CURVkw$TDhu;|-fEp#%dIOTx!Ti8L
z%kKiv(*Vq%(XYe%cug=3+tU(1&<fDLaNw<d1n53Myt&2G>5k179h>z=m;qTw6G%!T
zB3DfLhXpRwoDQg@a-55Y>TkE?)nnL%M*Hqgc24x*i`uFi`jY~CKj*^rjX3P<>r2Ka
zVe$qjJSK4n!qiVfS4g^M@|dk$Fg65=pM+((Cr!#_T?PqK?COp2)u_3xGX6#JDhc!2
zdo|JnEMNjF&`s8BTjSZ?&+?IjFTA(?mFYb5vAg_VWR3C}G3rqKJj9X~f~zk@?{yd!
z{laD!gs_69ZJ<Ow-}UOq?0;EE#HosisGcqU@&y^NEIlCF1;SsY_I@>-tWCfwvF2Hc
zhOTZT5aS}wU}4W4lAwmP%RV^V0#L*V2|n?oM@Awxh^^$Ul>A2`>vV>d*@qnb=@U9t
zAR79qW%rvR1ZtQ8tqnM^E6&nP3*{OOv=iVYRa|s`uJ9v__w9#w(zPu!_6A<B1mzW4
zxe6C81-or|WxikT?;R|=2gv%o7cKJ2wCBU@*RGhF&w#%27DrEhFc=Z=aOD@w{)W#T
z@h_Tz$mh^nuWO6psY);o+7wc5`DT@#Q&v=eNG^v39-*}NE{>i<2To*%L@Z_@YF%VM
zy?|&}XkCZMwajJi%a1I1H8q|>jj2uvU>G492ovAXG=d&OPX6ok*(`_zLyW<I91L(&
z=bLl}AROC?iHX&8bRyb)FF_N0Y@`1_%pfKvrt9qVpIFC^vg^CcWyGoIxY$BU8DBIk
zr38R;5Sb%^*a!ga_jddfV!f>G=G@)A`7^O8RjDgmshe+Xl8A1BqLZK(UAkB_=T8eL
zT2-%mBubYfE95tshb0Qvo_nyEr4og_&+XY?TX}h#um|nI`4lG_b(J%Sy+T|ZXF*Wb
zRH|30RNRvZU+!C4XomzvA3r)i`IY9s=G(nFAG^HvcH6F^qlOZt2i;V^(XI((<dxH7
z>#Fr<E(SK?Mq$aBmr!R|Rc;A3tA?dnPq4En4p3?#1rgwmyAeFFF{Uf+@!<C;-5K^7
z?*}twWTg5x<Z^U1#zvT{W%+lTuTh))z4rhS-I@D|llJw6nl8$s*$JoV|BuP*0lT>=
zZ-(ni7ZSCwD{L|V%y;O4HxLZX9Nv=slGa1hj){q>ab6S!!7}L6)k2RQ%?*}-0~86i
z8^Gzz4;Gr6wsL&wiLW=gd=V?p`?a+v3lI_2QNBCd{GrPWwim|~A8jh>6#Sf04Hz`&
z$I#cekb^<3T5Y`s9o<+$yC{RI-6&xz>I706@J+gERvTj}GuiF)C)ZPPmA2gcEBj+E
zts6f3AB;Z6j~5O*X{x5>3~c`%_uj2;JQ^i>=%aCar`O=-2|2kqp%cXIUFkeUH#-(8
zcCFMxi$G$zI0zwQy*Rp<_$BaNo|RegDEZ!un|mDyZXhuFx-XLwcs`Fh#Qm~Epw3eh
z+r@l4WBC{fbdm``#JP5J*s0*-BMNd{2nh*;z!awn5JlmTamp!1T?PjFhG?rXv#<<Q
zeW?Q(EIlA2?WhZdV1a*`9dRRO;M#|Z9;9XGZ~r^9nN3n$JaTQ(-nBG}(Qt^z<cBM$
z=a)-+%GMWhzN}s`zMB3XIO|VasU8cY%pY{qB7a6G4GN<S_-8-`L!bh4l*^c9u5Tef
z%YL|D*DLKRA1hyQ>8!VY^)ds?hMbb;(|MEoD-j8iQ>@1Y>^04(@X3I-3#Q#B{c8Cy
zfxE;I_q;4m6O%Xh9{GK0XaT<V{McmzN!ZtzI#=?~lgX(NtcLB*^rpx~L0XfoU|*V*
zjZN$R0!WeqEPF4wv<0vDgdS*#IX@*(L@+0r3ubZze*$r-04vAv*cy2O<|dzuY5uqO
zkh>$@41b(kF)dOGb+Ib@#;noZfxfsn@+rG}?yO#C-B763um!^t-uSTt?N>T;vTkPN
zLW|+2$u#MqccXZP8hwkK^*Zp5zV7k0I{+VnaSXL>Ewv~T&ekc=I&g=!hmMtfEU$4p
zk)IMAF)_KNlr+3UGT>`4m)S!VU)VBxOW=OE>k0TInhY_$#=?jK#;4q+lX?nZ1MK0(
z{et3z!6RN-35#i`Jd>}UiexCLt9hdd23usIDds>AhY*$n&UL-?{eQI#iifuJ&mUMH
zKbWK?f`hY+vP`YAQog=n?x3f(YGO)2wtyiC^9k+eR}O}rFYUhxyw25ps=>(o1nnuq
z)IP7#OU5Kq?>^V>VZ3ZFl>X~tFCsMx&N4Q%j+HKe?5YX1<ej2Rn$fP`_4^U0v}arv
zTj$y7$^3<r-ti6SnbnTyzw{O^()LV_zyl{I6~GSMy%8#iC~9#G;J8yi!uTn$Q88ci
zHq%^Sb2r>xET)PR`{dJvAidyBZP&9}6Pvwz*_rw`0iAhyNC1^UD7?Yoylp7~q7s<<
zQ^x-gc_Y3Tv)v?T;FQu%0a?+P8P9>mu-?7v32c9kmI(%hl8%^x8d=Y25G*}AwGG2r
zk<58X@jC{VzSp*-uo>_7OuN5ZdeI_z*v-@DL!c<V7;BSe)obuLIt1csW!RHuYQ7*>
zekT$NmB=bxi)BP9Sm6nZexCQk`Go*pl+#ZiH@9c*YgCJYQ8qKUfXD-^V;qRGS_d<x
zhzvw-vmR8$P7M@nTz%%tdb)~;vTeC1W%DrBNMdhNrzl1!^gpfRal-9g!-hsbvteb6
z{SU|5+h;m0RvE;Js|-36vCp)1|C0n)c3XB8{!|vcd^-Ng%;=ve`+g&dlto&>A*VmQ
z#U)4>!k26#<ubvfnu3u5t9|~h{3`mE8}t=JdlHXy%c~IAbv%Ba%Ps1|znfe#a^>4i
zC5KGQcw5L;GWBg&yfCG{D<cr{;V#%L&|_>*@e$a8WyM45)tsE2IU#!X<@}TXRcrMQ
zWFUSA4NSfP)`kF~LIxD!bFu##fh&FhB7#?9!q&m@G3&W@M^<T%XI&ZJHcV)n;g4q(
zKFQ7L#rkPou0cEjCKW>E)w=Qd`2M&;npF33c{@mfp_H8$`nmgi+RUeM8#67^!eKyX
zg!9ehoc%)MsRT(0wkbbVZOJ7gV)P+xxUuk0mt`CGA2e}+qo*Zj&?$dW^H-!Mq>r9B
z=&CVe)|30$BB}YJ3wKgrDnXK2n;ZiQJl;JpRK5xS4!GrGkRXJ>l7R-Ra_*@RnjYZF
z?CtFl?c0LSZe>(rA{+o?Zs$ANiGfH6bny7Op>&GF<h1K$;=6TlH$@CC|CO0WAEImb
zSem61iXmwx7n$lLzR{cTC89mN6waZ$6&JS8@d6s63*?4|n570XT?~4l_66fa#nA(>
zZUs9!X_pC$eY9QVevXZ)jUHP;WC$q5=bpnGK=V3MQI#-t2T!Xn)^ieKp#vH}#xEBt
z>p`=qw>5-p9j2$kGMHjh8<LHSUQ`Hb9WX<ynJyjOU|`(sV($%PZ$HJu-TkOK@D2yT
zS0J=8L%EW4K!+h266(}>1;&SD6t_s|u~rsz3M+d~m<DT^EpUu!|MB{uU!E=W&E*Zl
zVsbA-pgcdx+k`HjR~s#l+rQnbH~(ZVgs%O`tzx~ozL`7Y)e6tP>Q<w6!G*jS?>i|5
z4Oqd_{ZvyGE<_|0d$Q&AG<~TiJbp8~AKpWdXX*UieQdJ(sGt0g++yeq7y_YZpGB*C
zn=@uPu(77k)`#4O`a^#)lz7d-@&1AU2soD??%yFKSO^fV&70?wQX#WJ;Zxs2EA&C2
zIH>_5C@?3v2B`LaP<+G2x5dx@li>7W;Kq_qZA#b-j;sae(sgwv+?C6cXq|6-h6+)c
z{L~twtY_08YyLyIHMmDmmTtCLQP{)WC`cy%acs=48P}!=o8!SvPnVTXyC(y>8}##m
zC>>96Xc>E{SQhpWz)9);+H5@9(9eUPDlPW;^wO=q9nC<SFXW@-EsDj`^QfB#U);&_
zw~{aY(iR!cfjVTZZd5`RD8m5D>S9;zw|)XE;%PTdM2wjOW=Rh4Sx1eXcX)xf$B|SW
zsEFg}>T^|q(edSdpo@p($JwxWUBR^+r^^+^RU(3+q4!Q!(oJ6>Y_;(~K$KnY14Pk~
z=?U#Ia{lk-gBFV{rgM%nvr4&15*6#BAMyLo`|(GIwF{6h_OL6}aYBErtj@l51U&0?
zt{b}q--43|9qkaI@hsAhIk%{pV^HibgegcYL=5}lL;A@~M<k<nlri#JuAaGWkiq^i
zu6!}go^>2pb9v3sStfFHs;k4SbI>+p-}z`ZW#%m-8AkOd{R0K8<Hzs-S(GHjCy0Xy
z(ajAFsZ<!ZQ<?<c31H*kAk}aYlvPy?q?rUn13eQl7})&pKMrMt0woBUKgECVoIqlM
zL`YwdT-)9BJewBT+(IJ&PE={ViRTX%BNSg0L|Xq%Z%BRj_RPEn!<|5Ch>S^|A`~F*
zSK=Lw#eF}hGN1s_GyBT@X(|ob7MHN^={g}G=#qDp&@^sEc2y0l+TuK{wp=@I#YfU|
z6@tqkqqsikF1g<GRi{Vfw8m8Tl-7G$-7S@B+JEaSp#P1pG{lHKJcwpqOlZA_yGjzL
zGcI&X&Te+(UvKezeh8${QlOF~had^<6<@~6%PylGQC+jqyGb;?FD=2(u$o$gd6}>c
z%=4+3LfUTE(Huo*se`Dqsbd6AF{HaLD-%Tjf4J$ewbLTnf*QZ<8z@<#0NeY>rR^9U
zXfNWcJN{vVfy5BwYL}E|WPS`iVDWVHZ?}3KDAeFUXvzb|W<Ut#BWdXdO?yO_@cTF}
zmLhWXLvQWBTl<RU8g!pWH#jP=<LrMfT>kTVhAG|)^Q=qq;0{Px1hLI=QSt=vr04R|
zg|^~eob2hBPl5@Bg+-8YEBk=dtd;=k-X5z}&gxTuEBxZBp!*koUKf|*@RNugYaqA{
z<*NLuT5#0OW+59fc-ZLGPKvY!>4RDTb~F-vYs){+@F*_#?JODwvKp=jB+A_~HMRZ#
zX?G$ZRMVRFczC^Gj!vMuleYG(Ez;m>n=>P^hLf(S_hDeLALaP=O#LWLl+04%llp*Y
z)fkn!esO=KFP}b|7G&kuB=4;&l#T#5+HL3a0Wl5DaPxlsv~h0?=`(R5iZz{m>@t2Z
zC4vALSX6W3fPVraqz@rf0&-@gAigg5+bcI}$pC7=Ek9v-^*IcrkjYd}Yhsfj?qRed
znuhq&gWJMKZ-S+NyBxRbUG3D~H}(5^Q-Kr($WOhj59F+5nUR@;F$po~)fTQ?YWQb1
z#g-19AZGjwI%DU6gqh5GT~su`O52FA{bgdsXLid;OEdYeo&%xflRNewbdn<|jqpHo
zUwQBE@h7wLYuJ!=9cV`&rhY@-jXAlmqWDoEM|&_Ew+GeB-UWHF;urppksuP(mwAI*
z$p)FRprUcp?J;_dRs%X`h6@XFu$jmAO)F&Y{w)Yb^*HA;Yp~;bj1wTkueo#}a_2}H
zamZ=w`gM<Oii<jg^PV_zRK0q`82#cTam(!p+xM51gMRQRnl{K<CVKpMpd}uDT3JE)
zTY?j->>CMCzJVqRAK^EGNb^K2N<@AgLN5$yuD!s90EEDCxq}AKNR4~4!H5y=0*`3*
zftB&&+%>5sq!DK6`WF4$<Z~R*p2yHt-3N^q7FS-p=Ra3x-|ZZFq}jk*yhZKjc7RiU
z{Gy%gy_sOu$LgP3j&3yhZy(~7jE!h%mmh?88v=3f6v|D(nHt<Z6tKQAav-@h#n;4o
z@UjhKp0Cm4fKSkeJsD+jy54HO-s$QD#4L^ectG4xm2E+^UdD*o#cM^D8X~Pcd?|e2
zi-d#kP~CM`c?+p06RL4U(cLov0~hXtEG$Py@ovZ+LJ7T#ZTVN3rmQWeC)qipKE0@r
zu9Rd^m4`h{FHWjxF!7OMPZQ%nNl41(#1~pPBCi&X5YpM4mZ_Ict;%^ZpFnqc7<o|J
z8QX7eq}WJg*!E@yWupBJX|?R^`l5))dCXA}IyMA~tOrI_6KKTHgT#Cb?Wn*Slo16J
z9^9PP)DiNy{ri#&38F^XlM<O#jy)63n(CF6*3T7S!oP;={s=PLVGEkf#zCD@tk{)^
z!o}7P&*riW85#xCJhR|Ogq16=&EAn3P_PKheb$+G@{BnlYkqf~*vPTliQBn(iya@_
z?mO69O3-@#k5!ox_-m?&?u{(PFV40SF(h^+cPMk$&rb*@Zb7whz`IMK6isLX7SJse
z4>~DYAO{7sWZwZy=@AO*)fhka{M$xTYA!rwG%@a^wAEiCU?R(PYQd1J4yGSE4Mxzw
z;N4NKNwtg(f43@o*XcVi_`<4N*4EQ9XV<?iufCx_LT|e_D6gIO4PW0E>mmF@2T>Gt
z=}Pg=RX9li$`9IrD>Fo-==SzDVyuynnAqH|7Z;}Oi<p85d+Q9&fJ>I8!4{5oMjEo8
zTnItz6QqMoJ*qEvUuvD#L>Dr>xqQ$rd*c33TzUO&%&IgOi^<ZzU`8c6!AzW3sj2_;
zXP{8R@LVfsBpVp8t)95DE57M!adJ)T{!2ACT{&&zn?q6>yJy_eyLBvr^6c9!Tm<kV
zKzZcfiY^5(CC08}W+BK5>tm_!WTv@x^hLWmD-!$edqNkXOO7TylhqGg%7uk=<Jd=s
zi)nd$g4W%Wc6fTVr;H<iv^{c)Ya*VT{*7DaOf`Mj8tpne6t<P5BiMT&OS)q<g<TBw
z)h~Q5?I{9%lJ{Zz<q-(ov;g2YV(B16&E)a&*d_l7gg#^}+N{khFMoBuxj(s-$N-mu
zb&ut3@rTMd8zu8mKdTxHD%IXWOBsrO9x)Jz5l+z4l<ww4OUH;O-CX2p6izNVI>Dxf
zNxH%#KE<pkWL-4#Q>&Q*JDXGSO^_tc17e~xl}9p<4iu4J4XVq3m#WRG{b=EM+I63h
z!y6nYFdk8<L*!;yvv5prTars2cxNFVAYl>)7b-w9b?sR|VLf|JAAvunLUBe2Q-(?Q
zgxr3p=3V!zMVCJ!3ez82c}U28)w|b{3aZ6bll#bkQyUb<-3`<5*VbjO6sF=Bw4<1A
z$1h=5Ph9`fq=)lz*D?j&djx%I;H$v2i-m_mQ*m%m(<S^xi&S$Hz-%G{8Una<FGvh-
z7hpy#6>qh+K=FtdxV^PsEOh3*EDu)1M=~>@9ghD0d~S0d#C97RLZGLbn-&2-{YuX5
z|4eQ$6boX2I`}W+;aWne{wj|+XqTs?=HfG+0>BciJLH^c<2j!=6}H~3M*jq^QUB;~
zzxkh_K3TaxxMbp?AFG@mE+1T9*i<}v#qufdOJ0wC7O%D;lhls4+Q#@SN*6cofy#D>
zVjvc_!)FvK{ir0ngr3ggb31L!i_mro@4!QCEt%*C%EN{meG6}!<HlQU?y7mr`@P{H
z@uq8ibf%x$`jK0s%-B|nE2IYTeE)n_=8Wlmq6Vt~M=Wui#>&e}T-|npjZpmqAPoZM
zEC&E$pEucZ5DAP6Fc~_wf)5C4(6v85L3@&?Zx9cl1l*zl<cK9e%V}o~La9r%!2tUh
zQwfF->bdLWx4i*Ut!5s+@Mk6Ne3qsB$B(X8x208m&ptPM?s>kG6DI<lxmRvvrCwza
zk(A5ZHUaM1O;(~HID|#aHvl&VuWzM^9ufqoAe=|OE79>b`uiUVq3}=l>XidIO_fyt
z`cYTD*SiNH705{3FB{K$>iO_ZAD13INPi~}?)liYGauY+5ZomUk#dXQXHV%KvSKIM
z8+h~&o+mqxW~%UQl2g>oF>{N)k5+<6%Wiwhz@@*kaVh5WXG%n*?@|svVvAj{Rhj0&
z{1~41tz*L8AkGB0VWAF9JOTr#ioujO)QPmma*qS*;$^sRFQ$YZ1jcl0stn>Nv;7AH
zv+Ry{aR9c#R>}3EvCEn8#II2kQ@2Rzo5{Du#X!i)a{fIY-%t{kRT9o0@EH&-TIgLb
z033a<!BDm{kFW7V&hPeg>64Dd<wdMaynLc6zM-sVJFV<mXw6y<iDKAPz4pM9NOKi;
zHi(o9|7s+Hs4%aN{+;r)TYpR}iH~E6zj_F@qlG5@PLlpB9d=psZs|g=SjfBZT-hOV
zSa+JYekW?s{?-tfm>zM0){&$n)4FaUE3_LEwCCJC1jE;ZM;oh+@s9l^$h7R%fNcZt
z+VJtEL{#H$Oh~Fh6hHWmwlh>K8$idprnkxy7e$E#=5`4I6ZW)?doUsR84y8e##OIE
zd3Vb*5RMdpr1@SoEDykW_Z|16KS8WC*xZmVpwn6%UU!k{NrM5=)fv`ys6?LsFQISM
z2B{_j<dkYUCJ{hWf=>gVWcWGOBK9))V%mgZ1S=_e4!3M!QHYpekvQ^`;;!kRwpF)u
zn|xUUDu&!h1qD{qYp>nCBtShotacLpthwDQQ_j2Dc}<O#6=L$_k(s}*{eZ?jzBt!{
zB}K--1IqhNwKkWgL{Cn2B#lp{-xMvITIp#7&ikgtxYjdY$nIaCWD(O0FN*x%DssWg
zY3+>!l@?;1d>=;O6jz6{4?U&;XhNvU<mKXzdMZR|8>~nnu(5YZKv|~tXMjGYkxv_2
zJKX!=m&f<AA7AaUB+75t<=7ahMVEm`2P6mp_OJg39fkzmo829s_f^jeOq+Z1Tx=Z3
zzIJ+Tu>!UkFlfluuXKCdMTegq>u{Zz-%YU=aIY~>q1x?EB=LE2d1E?zf)yEzPexux
z6e<L((DdQHOH#1>ZR*&6NgjL1qn;k)65nXnSt?1MejH(nM@vZkO>`5hJMp_v<XYfB
zZRLQ=OY8xF!hdNoP8?=!Fx>$Dc*UFi@+X|8Y=?}WRMroBfef8`giS&IB~45CP5q^^
zO$rc<*Kl79DbbEHz4DHZ1V$i;eZ!cP1*aFB9#;Zey5&xtTMr40+8=s_%7pS0a!S{@
z%n4$y^owFN3LGcj7Z-vm80^j)TW{c+vKllw^YMW1Iy&sUcM>qpuawr7B}Hbwm}dQ1
zZe?=6UW%{Y7l6b&FHM>;^L+5N42gMxJjTi%9>+(%VfFN)JJzY_C20cMcik2c@?ObE
zo?8z#evG_6>ahDZhpd~9r+V?vimHTdoY{X@5aJxoEj|TocCb6q<HT1zYqc-E9WK?x
zPi{Pq%;caRG>u1`rk$lcC1<_cer^1<Ha8uv_`pO&Chw4Qo2g2c;XjFm_ae%3T2mUK
zj8|6->lg&1MHV|G0@`{r^BNfr*Gc71<*>t)WZyJeO<Ie*t)g_o13IubjptbV>whOI
zKtC$nxG}Lg<DcW>|6EC6$}<u88eDyWl&g^P1#Nn5xPQ1=((SAlyBU?|3E|Ofq=u_p
zpm8&1C}kp%LP`#J9^IA%B*k8l6Vrv&6X417Do_2ud3PoSG-PorOv4L!bX3KR@P(#t
z&IbBOaThx0%wZ^K+6WwS%`>zIgP~h8*mFL$+@ORnibmA02rSnArPQA}6{W;mba2re
z?R7o14H=Pl46k%8%YbxAI4#@_&12?I`H4v5*a_Y8BYFqN@*&JJhUkCjF$aSThZkH?
zG65*25n6vbkW1HnT*-*5!>NHVZG|--XD5B(LN!d{h$6txkN>ysQuJ_aq(KY$Viers
zXoc`%#pGq><4C@rbCPuKn)xtn#0%DzU`7t`%a5K0FJ#fct8jW0CrVqDX``SI^?hXX
ziqxrccywNLiKdBHiW*A`BK6WAOHTa5q<0j5AM*=)iilNQh}E>^JmA0zC6VQWFhw|q
zPX&;88OYTsEZuTtN>ng<$3t1wWT{&SzQAOihqbncHLe<%Ipp+;Od=Z3>eOtk2~g+7
zm)QF*c^**ZC9s5l@z`tFqxK<R7%X!X<51^dFmU{@CQf2Cr_WcojziFR_Ah`}#DSxb
zs83Ohwz5_Br2%xATnik93}A-%IkK<t+Z?;aqScvDID!ngwfHOP`mSdYh&#a7C#^Ul
zEK+JK))UwtR-qbH8)RrmiAwzcC{e00zs_)VJ<`XZM?+#|@USStPK2BOgB(-|K}^vJ
zOvn!h)b?4uUv^?{vs`TbjV~L*9-3-Lb?c<SA60%zw3a|}A+?cnW<FudMwKj_7=S|z
z-qJo+1WGJo#v9ONZzQ{+_2a3fmKDsvRETS+!eRwmQGlH4KVd-avf}>GLUf9Pt_;g3
zX_h2u;8wx%i2<|~jq>dqBTpN9NJ#*s23RjC#-uJly%uWL9&G(kN%^48#PH}R7}1ag
zg%ud4evKgwRL#KJBZ)XU<jr$ykQm9b`&w@#Mt7htK`dFjclH{dn0kNpc`zmIxU(m%
z`%%q9){)#s61LH!nswelIrfI44FgZ47WL;(u9k#pm#N@pkdMK$A?;1E@3QJO)f%2s
z<D88$%~J<on(uSfEc}iO9-DESY8n0tSpU(jn4=Z7G6K0Q*$jlF4fB}d@?B@H$2=Iq
zelGkmA=2TRz*NlO1z=ITXMzBe1y;IS;SM$kUUZzgamA=Qkd*Rp(@!x*<C{605YH%0
zCQL#ch}<QEK-L{<l&bx^FJ+bvRDK9(^mCk7cJE?#ATA4vO-<a)q0BWJ`$8Szx%`DA
zC&ZMTPtN?(+6u9GZM=NWKq`ptjwX)2*h3<iVCp)T6=!p%%%gR~b6*%pIQ=UA4YLm)
zok3ha_p3`)%S<N1O;&jo!plQZ1Lv36(qx5Up7R97j_;Tm`yPX)A6!|~=wG4<lv0LL
zVO{6NuU_jZ@#&wqvF>{R`I=dGBtFwbv&AiAliL##uy6nDndKnzp><|wNwd8CMU!||
zT@LmNm`+M~GL`$h<O|=nnxRP?+Y7DCt(Biz(dweKS|Yk$_z&X$R6zx7i%U7NyE|s;
z7!*Xba<(weNuajK4sKVC<stD%?p7))@+B9RA8-UZ*eClxguQiCR&Cezd!dv_sgxis
zEg%R;cd3+gBOqN;(j_S=N~pBbDP4jz(u#CRinM?rNbR}Q=lz~{e|wBQhJQHjaSPYF
z)>`K|&pD6dcLcXs<F&+@{P4gHIWE|k&>sHLn%GhQBWs&O{xj+lZmz`cRxw6(o50Dn
zxm_}a73$ytzk!NK84P(Y(3fRbmOkvdiZsVWyigHHmE!i5`^LNu(cjBet}Qw8fjL6c
z<Jnnr3pQ+%f+FrwzFHM%aR{_%s${bKQD)B8CUjFq^;LEA3fN(4RLHW254RUiChMG<
z@=!QduI3NdG~4>mWQK-07}O+=J$`e5PBr=K<@DYQGT*=?iy>xc2dIdZF74JlxLU@x
z&Y4^kfKIrBhN!p+cIDdUV(+gT%&+sBJ|G&Q?&@e0HMnUi&J)6b9@y!uOv5SoT1aJg
z!luL+WQq2*9NWUWr>0CPN}*tl!+gQ0i1<E$Op8FufHI0WdzY4$?CY!U0#Y)~Cj|Hp
z#6bQejA##wj_#;&T=;RgoCd&OPJ<ngfj=PY$cO>w&X}DM(x_@NH#wFDpFvSaAVae}
zj{Htbq+m!Dw?@q)SFEzi<d2ln-j|j~KdC2IvD7%xQ?&+4TH1It_ub=&qgN;Iu46B#
z+93Ia;fj%buNe7q);xyq3u+ubr^k>(?rSKH>Midr?=&wNL6U>WiwSe{-9nG{D=*a4
z>?j?Zsw!h2Zq)lI;_SArXgPHHneVrTWfE3HbB+d>eK5w~TNu_da-DR2x_n=y9Um}g
z9iYR#3H{3TnFfm5+S*UnmCPI*9Y9yvo^l?bWnjR7Mkfr9W587icq8!b5dpqY8hDQ`
zf|OvvL^J?5bjr{XL_av!41Dd7g^i-kn``FUAtM>jhcUCJ+0xUP`#F~=k{fjP;+Mow
zZU%ALW@7N30&3(3nWs)qmI$RksMvmxr5fA|wSTzgk;PZh;1bLuWb~LSX3OuI?%R>l
z^ByxR*a<|d+Oy7g&zND}=a)z5O^PX&X}|6}^jw8`@i;w8EahSYx0RHyuP7)HVp>`{
z?tTWH9tfVm-7RTl#j?LSeKATl5bO&IuedP)htdI-Zv&?d7)8%T3vG%U7*P6mQ1^mO
zf>uzF+{42IfxqEmo-a1~5Pjha<LrRgne^67!-k+6Fzo;xI`PeyUN+KlbW|KRb$(On
zA#B@5uUl0HlbC4qO@OE&yUf)#`DMpSvXStdEGlrk&N;GAftXt7^gIs-nu(tEAd$jc
zH)t9b6Htz)j{G`KgVs}k?_>8;VUVOkqc!^eL!Vi#omav9ilNYN;H-2;^uH#9dw<1_
zq`)r9_>;MfxuiD+hQ`Fr|F))yTU+Owd4d0o%6%4XeX^PW-dkkMVQ$U{_S*?p0~mc+
zeaY52$BNvv{f)^>6qCnFQjZ_=0hjIx;`ji6FN{(V5d->@sx!TM*R>GfrPLTWUx&qQ
zDo;*@;64AMjDzx9saTw>+%LmAQIq+3EwA$C=a9RbeOHecP=rNx`mP#fHf58-3FY!d
zFH-!Hi%u5s;6wsVM`+imWU@-eSK)wSH!|$n++Jbr`C6=J_v4#u4Tf%FlN0%KvXo7j
z2e}EdGYCG*+xeJ_?&4b3LqMA<3usH2fd)&3;-jI!T>5x(>M8gQDkhk&Uq^>lryLBc
zk^2QU$M@hQLnxDzt{cdV<JGIE_`LJy&zE}rvX_>YhJV4qfe#OX?A^OK`T6;eVAzQC
zBw|E=Th<pV!X14UeTQ`xJAdpWYIfpVlmc;a<csWd9E<F5tVx#o7HSN?CgsIYDhUyq
zZxNHC=_xe{XK-Dg9$5NIH_e!n%=W80X73W9<PR<j-~KM}G1v*l`5)2CI{bpU+t?OT
z1asJ6E;3)8{1q-cz{J(jlt#v&?e)?y`#Xve1?@o89sgyf@Qw!qq|1%7Q=+_9to@nO
zA-LasMm9X%S=1QR(L&IA*BLxfC@u-^UJ9y++Sc*3@}L7cocysLT})}(R0C;ZU%}fW
z&5>vdmaLbzEbsx)&)L`n9Gi`9veM;=0nwvE4e_iy($eS%;_&@WH(SC2@C@PFr;=;R
z?g@79Q1>ekr#M*TzwBjHw`4_HR2lh%QuHBo+SUfPwO#d0Gwpk?*9d>0f4?+#-beB%
zU0I$QH|AP2D0F(3JLB_ALautadVD7ti`vx&EtG}e87k`D%5qk(^QyL6t%@&NgrA;m
zdA<6*s~T4km9x7=uaJG})q13n4j8hvs?yJ<r6z4Sy-H^n&DoE(&Zl$<y<%0pL=7j#
zMXk~^(dQ8d{6CM2s8We(H{^&L_;b}+*C$7(?ww?WQkB)7fmss3-dL#I!orG&HT(-O
zpRIA<ezUX-PV%v-4@>*-?(1;tBSpEB^W19cLhlZ>Lq*9qoahRT+!2b6xIXh+3F`(=
z>iynR1b(25bUdR7t*u|44{qh8X`oBl<$v21_P$OS1^%z5;P8tF(Aqobq&{ovGFhu*
zDkek<$ktPHBOr<`J9@sQlCfS}qW9nJ@$>$y*ZH+fD1C4dR2q*Oe%B?LxAocbEku-0
z>9EH9^1B8dj|_jT^4JrLnr0AGqvXr(YcWiv37Liy8p*z5MOyxd73q1^|7As*bU-1T
zUel=>M<oNVv(uA=&aSSmu*k@YTED;a(2&T;4%c|Z5@}-cMs2iFhYS~Uae3M6Pop91
z-ge~rRw8jcDXoxDlB*tYnw)4+xh2KR!W{;Yd$J?jWp&($k}fkl$hBU_bpJpfZPw|~
zEY7B<sAFI`SuQd_<hx2C%eNaGtf~=H`>sLvTJEQ_ydxKT;fy)myZ(w5V-Eu+*M*Y@
zuHGfy0|rIfYLU)M%hyEvac_z8@1v!zZpTrWw{Iv6U+q7{$D_h=EFv4P9KX3r&L7Ci
zyGLwz^x@)_a<Md2lM!~z0Gps-ok77xY&7QFmX*P*Z*g_78jS6=^8Lqrv{AbcaEf(7
zb0B3Uq=$=)j#%;_qDjQwmY>fGfe0=ugBSolkOO{f^MdQ<_3Yzg@3u}ahiMLYD(3M^
zmD^iNO45c8I*q&|wfGuaJQYefJp-7kPV3KpeK?_XwHQ0kv3Z%Fk?=l&PW4KI`w88=
zMH{`N8C@pV$n9|I_q%8bXJu1Y)NC0}v)n({>v6vDJZT->KKRzD6LUY4nednXwY92A
ztZDog2}jxGA||Pk0cB~fvIAH~e*Vi^VgsI$bQ%FQISYjyeT=s{_NgzH&&WDP;?r4r
z6VfeD_?~~!)7av3U^`>+DN$f1pi^g?vqNeo(8p@Vt*5bdb$uA+|IEusya{_hy?gv#
z&Ly!{p^`vipDpnpDLvZNC)<+)VSXm@a?3B`<AcE{9%J~zMU+T=?$J^=anC{mrJL>3
zr&hjlh*3$@XXC@^?~910X07Vrz#TyYBDw&w4p)&mH1Q&HWv<72T(C!c><e29NoKb^
zhk8&`{fd0b+1VlDeqU-{OX4mX>YTvQJ*~IlC;V<-;@7kTS>LE!TIPDgu|D}z!xO1g
z#I*`dDM{VtIO5oF7E*02upwdf_ZxBsv4kehVS+(-7P8cn5}&K0fuHVVFzXwA@3_kM
zf&o--tgg$epPo%WIGnQOK{4+8cyNz4Ho65h3dcAny`pD>_eM^F7#~PH37vCub3jDP
zx<}fx0N!_e54&_OlX{@fAUOA=+YTX;#(qcTRW&>M$T7t#ijA;^n1Ak0%`LSkyi@{p
zL~n#r?iV#GHj~=S=Cl}4A;i2W5OXQG9E;V3VO@ei>obX!PG{{Ch}y=tAgHPFDo)L0
zAADo$b+x-HF<`4xZuYylOKr(T+)7L$Up;J}V5$(-^Yf`Org-AOh7n)cS0&5Gvrn@b
z6ERMnyz3TMMRjx4n6Hd9f2rqvVr+5AEPno&?M3M@g0(3d;R%T>YmV9L@e^9PMStjs
zSvH}ep$ku$Qk$S&i3IDpB@a3LdHC?*?1!@xPGE(ajk|&J&V4oj>jC%up_g!tE7%Hx
zqZk_AENU1i^t)&Wmm6C<YhM&6i`3BIlwQi6{fPTH;T@KUelQy$-H$8U+yVA&@p*69
zHiRYO69BLkccveG@gm3U&R5R2`z5-T+`ON(R`2gSUtQx8rX`@gV(_)}sp9ro_<gVL
zy7c1JH#o0tiiB2&jE*A8vvG{NvBu7Nru&Cfu-@i}yXu`(no_0W(H2X<Do0NK`pdF3
z-KJP1`_uM5zw5l@n<K$9b^8D%c$SpZ<Jk{t1posX1J&7my|nWOfMd>~d`}N8kcKiS
z8j9(S&N2OEk;==<KkC|pY5cSP-guZQkf@hdW_IXF5W}_<po&U;*;$tydP^<X)FZmU
zGNLw+?+pi?C3lgLm?v972kG#&Jc+Re<3hCZ^im1tqdeRW!C#^T6i(#Nj_z}`eKrZ2
zro>!&z(7V7SVlR5M%}mf;wE43yfCRzhue{NZ7wJE6DO55ZgfVU^W<d%?q;H!Z${TL
zM$6BlXSdyFcN>Vt={V%zdck9qU?`a4<H!FWWa!QWPVk#PnkW_Kw&gUxXfD$Z?T#7W
zBfI)<4+v`YH;1s01Ls7Cj#@CidrSNw+JT`;Fw<OyiyRB<zDD|QZQj-X(Tr11kqQRg
zk`eW}mMZkHxm(FPH#Ym#xzs5h488M9(=NAgpSpTGg;%Yer2KQ_&h$u1s((ki*+=w&
zhXp8qKBI{D13S;QoiOiKC5ZdH$~sN|?B6Z&^-*ddn^4yk>u6g^DG6s&ymE<{owS)i
zo#o@C!A52%py^`6_7F+Lul=847w>1|geFvqt@jC9)f#zOhq~`hh?_3D0RD+g%oko1
z5fMr#xWB{xT;IQT4@@$#@$pL=R!BFKqf*3AsImLF+xorMSHrQy$^q+R+hLvePSFi)
zDjn^(Kgb3e&&>IfxRyQ<y?j9VNvGPE5)%{eq1dDBB&H4the6YhxvPb{C+3~E$*u|4
z3~T%Ph$bX!w|Ew(7;Q-xPBmg;^n30Mz4)kZrW++zxx><X@8zg<A#6)>r=CH3!jmI*
zQtw+1H@R|HmFFxE@AHsRq;px{IFs#pv+WX-lOkGDZxy90yfaFlJE+5H^z_x`zy^nn
zV9D>nzXPb>5sXr-I-aHdDz~3(v=H)S_NsAIty+m<)aS4hmuaB#p<lxG_72qg2I#4c
zD(B_pW%?VD4fskHTNR$=8R<Boz%=byfW(3NXci8RDq(yaoYiNe_S}FSgh-Nm-4ie&
z5Y$kSp&?W`;(;$KMJbL0=Ut;kNb2YE)9If1(htov#PYF(TPa!9Xnq*!WzBWp8?TGc
zzwoPXRSM0}Hn8Qje@0RGE$KyKt0z7tZpa=PCRbYhl^C|`%h$mfo9{8K>CAp(cGL1!
z#gWR#pmiCQjZ&jZYOnBp?Wl`Ejc31YGt6mcg!WR0YdUh9srUS59emEd1?!aFO6sd&
z-{ONF7nrOvh}bfSSmrqQJD-KoVn44qOU)3eWANPDv1cN}p(S!6En-Z;!qDJ%*_xT&
z;b#gxA()MFa&~5q@%s5lbY~L$!*D>IWE-^yQZxc01T{aZNa!*mwr#uJg}#2fj{LmW
zw}OeLGTWvO4`B%wRbVoKu-5RU;w0TtEYRH~<6Twg>iLrPuEAWn8VgRu{bJFs$##ad
zuC*gV=dj~Lst}<7$dCs&J*9l$DZFs2exOZ@w9&*z)Yof8uXl~NWcn+$mN6OT*4N*l
zaFUSEk@Jwd=DELa<>7sL>_LWWSA9pw=Qq#V_D1bvUES9Poi#xG%^U9HtjI0?;}$pq
z8CadQzC^sI$dO{9{`ZCtM|Vq~yS~@7nBHq6m1cRP-FZ<RL({ajay=kiJIgEaq{202
zYC`{IZ&Bh+M+}X+-<4v{uh_mf?Ro!X0Mn$iXTR~Z=G&rXq=zO<FBw*i0NN3s6Q%3_
z_Bp+tL<qzED>h$2UzyN}*pMGaJYu<V0~CCiYuo*>4@%nE?M5Vqg@rv%dx5-no9&<<
z<+3cae~tDPH~%2wSf|s6Pfg}hmtcPa0-Q??xb`;EaV5D1yik@=y2-2p!`3%S_+ng*
zw0h&&u5<&KWEgMwQ_@&{*_bJ4Gn2*W*Eoyi0y6?!DL{(yCLISWSkjnf2nPjo;PTot
z7=7N?(!xUhMMu5`?mfU#J{4$j_ACRkvAWi;XT#_BPYDx~BU0vKo$`(y?L2iPkY_`b
z30VZEBA~N|T8p9r>x$m8<841KFO{sfX8ABbT^$Q#O@;oMR)<uRsnN+<>oB#hPk(&g
z<%Q)Z>EUp+D<7ZQ+^t?Z`LbpDv*WY-@7XU0Tnln>!+O=%tJ;m$V{}BuCW#Ymy0;f9
zsSUUk!H$bWEFh*`kN4me%go6s-_-gqEF%~Cll}MtD~}D00!>GfLUw4W0HX0mn%MrB
zX|glVt96?wcPKVAm*0c=X!7K*YVyQ(Skk!XoXXmGAgf`Y`W$w?ONBx_tDQ!HLOQ0@
zd7BO5CTAGDsDymJzwU6n(Kl{$NJXJ2y9fr%{2DNeT{Z8|vMvUZy(9nGO&|#P_8j8%
z#N6ntIg4uTO}SOdIa()0l33gD4aR=&?Df2i*?-C|-!k@xL0q>xZKi2@dN|%cgAob^
z;4rsoSJHksLt3YSB^l|Mj20W5|1{>Y3}m4PB1X_KK>U1Q8-2Dr0jK6%hJ{S<AYEZn
zvek$rvAkg-<Tx*_uE|H@d{0TK<Bd#&_P{T|d?7t0h!Yg(?jC!)ty@F_DohqcK?_ux
z)5}_{@kQrkk*aIkK$X@l<f*KKPx)#@kKgamy-uI5UvqP!1PiYM24>UfPoJLM-anfw
z^<8(k=0TyQf?=6bglvHB9J%LEUtZ*tN3SUe9=n_{p~M4A(H2ZPGAvY-3zj9dvMz!_
z3-e5W<?b+XoK>OGMWg)piz*2U00;pU_d9zwRnj?-N98PIqek;fj1NNQUe-D@YEl_I
zrM~6cHk@Aoz2yx-PTICT=96^rRoON@qm@!oR}WfWxBa;`N?_U%DIqC&4uL8`LdwwS
z?b97nZ1l1B9=DM8i;qEuN*KFd)q};4vB2YzzjsecRrNB`uL6G!5V?$z16x9;udnY|
znOQ_%<a02ynF7WGDQ})7Cr27Kc+vvGP2AKV;jLWEo4UG*vJcuf5ZS==#D_m9n&O4;
zefgZ28k=GD=iS<-=PK8P@_`}ijvG^Ht_TvtI{|l4H4#HNWC49mkp<J2JuX5L!#nf7
z<41c~!ea{((5WaS|MIfZmM`gkR*|H=9R~~q2}>d!eqFN_`LMdT=TD)PM%gdcE6DKx
zos5L5H^Z47Bq)kne5E560y<8Yugo*@^U9$h4ucA_94(QR6S2)6Z>^r8c+8znM0eeO
zczEXwC}KOZ<K$N$owlQ2Tb<B)K~ViK6&MjE1Qvcpv}kBZhzU5Wi&o!NXu;X+k7gXe
zXFyj1<z*+dbWAFZ;EQfN+7$Y^ISr!G*9wgKjow$GtNCpz2NnjzldY<zmXa!ltPjFH
znrvDy8gA593-0;-bMNNss2`+<QY@O1EUGQ=jx);;9ZUNfCM7;&lCHUN4UXy^=h%f%
zj+JWBI}uNwF}aNXEQC+4p!hm`px@WLazl5IH<?W=6s$Mwrns&D$m^iRbnd$L{#Bk+
zjlW1PH;p$6U=&izIEkSPRb!LyglwvZ`Q+9rroO{KVq}}_0~yGJ=1rM%P5y+BK|gY=
z#*x19?9>a^l((6g=xAtYP`Ne@<*AiEnv(?PQO)rL99BC)8i@cAO~GkX<GBa)eO7Qr
zM=mZtM1-gC9|I+gk7Ak-uOM&%5qXwe^tEO{gCo=`c%8rRc^(`c(F4p1Os%c((<g@;
z!jMIOhIalbe>vk=nW}ebHcnzC>Bt*I7jxVf>oC9BR^M>*t$A#?{7CxUf<LtAV&>!3
z+`Kz#+lS)=#vyx7iA7iS0D>}=0gcYvpop%~^oeqv%+0;8l=5QjEXM9>EIshs8l={}
zuEZ103lOQ7z5t*TScQ-tbj|=!^q19ToP#9;pscB4HC$tc;3|agH`^4TU1j^~%QA8&
z!?sMwFu&9*Vx`SVvBpWlM2z(rjK*kbX_~G5jPy@iJ0NgIw$m^-q2OH+lMKt7Lfy;f
z#WU&za$AO##$W8IzlQ1mO*(7z(;Ek0tS2`Mr`>&j?ArU_V;@RlyPqRdz$~!S4-nOQ
zhLd^V^KFaYz>_?5mtf&hv$1|jEk25jazlT)U&V@f&Am2zYQ<v$=M)qa3!iF1dcv>k
zP6WOy#N!L|95CbT{r2>}xp_WkSsvR8dYAAG2R&1Ic=!mCJe=7p-&G2?Qt)8nt>N*b
zK)XaR&_S-H7?%M3Ar@H0Zq@ZYz{`gz58^sKdcNhnwr6(ks!fuu8|T@jonSC<5kV_%
ze!O{r?gIxkQ@AqC%-337E?U)ng}t)h+<;KMiM#MafK$sb<a4j#Gd_mv?HSHXBj4tM
zVHD_^G?E+qlJl{<Z_u+52-HBn*pG_gY-~-Mb|elD>JRPT5FLrD$n=9SQup-jV4ij&
z2inZVe29#}L;!tudd2pRM|-v0##6P&p^6noJRl=oRsV4wC5d=nQ|?&odf42vmS?S+
zuE#6+x+A!`<twK8M2%+lLOLNU3?-ev>sLLAuGC%rCI@G1?mvTZNqbdFvqR;m1fLax
zS<sJz19xN_R8J5x;<P$eu8!Km&<GNy-Bhe2wc#i%jqD0`QV35ATA3c3<fy-_#TQq9
zOG7^j28o|)es;WCvht>)ev0-~9#_6CE|UdCUVay66{pGcnwRp_$ev9FFLu1+KpJ>{
zaq^KzKWHilTJ67fsHuC@Fa1C#n=s4GqLMBuCSh&BLCtdR_$m_XvBzH22u_x<mJz-L
zt7eUjuHEYyJHZis?Lb%txEdy1rY^aKcAjq47B8$Q#P84RLa(2sKoM8orOOqDA~pt@
zRb$<YPJAyy2nWgkiUB0;C2iRgl0ITI#^*gJdlpu*d5}N+viYHSN-@4<<MPBM=L?CU
z&W{aP)rp;|)S~Zq@F#oB-UVOCdTJHLXW!3MANVX(vI5QW!L|ZkF`e?f3AMrz4ft*F
zr$V-9m=7**p8W5u4!ickcsKTs{hc(V->#Nq+NF^9$H*L5e`Tvf<moSzWv}6dICM|f
zR7LorL1tcP7Y`+==&;hE>}^c-XrgNpFz5#jxlANCX2zgO&RW!13(z)G0M^0)^D8R#
zykEX57^us~SJHva^`EjI>}%3N!Yz|(^qFcvqWJr;eH`g4s7^fdc3Tm;#wlvgn|gU&
zd-;lTxVkhH@1WQb9X;$!C>pIYQQoKOSyl}of~$S`oF8LX^;_+_U^K_sI1oXQw{2xD
zeK0S5us|iJp!JPt#QW3t*s&q+s>C_I#DQ#igzsy^_@r75%gUZ7ta~GN!c+v_qF-BY
z(QQipdn1#cP0ZFqD?pHtS8(%5<qSzySPPW6nhU|J(TJq3K-TmV&0E&irF$|p2`?Sl
z&pg0K3cszK{KKtHr4lTSn(*P@cU6Mj<y?4vmDP<Jdf`E`;g6|@VS4`*3X6;n;jtVY
z#8sYK)ix=(_^jHIxS&DXG4>YCrMEv%chVBT0);rut7|=rqs{XVE}TGbOc5iZ0n&P@
zM4oukNRvN-HAga&7Oss(;3ixVy<r@p|9N*4E-CewHOr;Zf6@(kCa0_&WN@zHkQ)jF
z$A-r3uPQps2|o=?#+7Y`%1E?`ciRbnyg#}eTcB9RNjef4SB|9tyshL;5XDUKP%Nuk
z74QcV6&Ih)TW076%cH%!u2qVmYhPh|#tjiT8HB8}Ogn*T9|?eN2iyGvNHPfh*7q%T
zNbZOHD*c8i!HRy6ByEu77U>}4CbZrDE_;jGpSd9I2F~$b4}NJ%Ao>JH^UbTsd3vPa
zeo0BFZi)HE<#{U@4OZ%Y#mncPkdR}1Hg4OwhNq9=ik4nrq?KqG!A23zrY1wH{w{j*
zMc#9rl&;qSFUX#Kf1Vy*pnh9js*Tjc=a7=NjqBe7zao9D3kLp}@c6)=XLVlY`w`FN
z(!CzI-AlaeS1J}~!tjPT)#1d36AUK$CUIQ$EBRljWXmtHG_!mx>XS)n6gV#pvswAe
zi-R_fBFeQm%tud;wL3NHssdT{$8YE_|4iUrv3V!zBLdI-C!x&Szk_~C+?B_9e*U@7
z8&`hXAj*I5x!|Qde-XhqT$aMZSC$nc)55^k-5`P&8r0L$Y;geP$m5Nz2pMav5Q4Uj
zdcGE957P?-N8jSel4Oxuy)bIgGGhXKNdT}z4^}~gy8>!oB07xUA$ye`l;z{SSKYTO
z)4PLrE<$@9HeNiWd<D%t%D?`~W=GQ7nV*}B*tE%i2Rz`X;IAuuL(d=Qhs_;OsPQda
znr3^yLKhZ3?8M-=Dh8ILr^Uth=kG#gBYxQ*bqA#?r8ez^2i>x&SwuJYa@>aziSh|n
znN#tXGyT-`fbX6Cg0AW!9#8~G**MDV*NCTjTFYTF`s5G72znD?MaWTW9S#H&CfrFs
z4jMa+Lu!X>!kAi?tNo&z4KTf|%tz>mV;^H_%pWgI30<Y`BtHH^#sd}i?CwEAY5NEE
zsvB|;yM??0+T@WIn4*DbbLVXhJ2m@=i=TX)d1jE*SNk&$%(1YQ9>Hq9>f#D|>9ihZ
zx<%Rlc_5D4PeJdaW1aOe2*z<3++@9&*sr2Bk}{OEEQnRmP$_qo_eKV8!#V`gw~e))
zSFEWtq-BUz<~$qDeN&P<ff*SZKBQo~KBs{OZ_Q)&$}$b-tQGRcSuo^|IHJ*u$D~tj
z2v&p79|~?5c>ZO6Sa}x~wZD(^NDk0eR$Ec$*L5KRCi~o@Q)6`=brdSwEh*XpOJq&$
z%qXZr`adsCCI~dwlk2`retC3N&o0h~<qHZ0G~CBqYZ1H}!gp8~8)Hju59!&bC)pQ{
zk9`s88rkhk<fh?>GkQR|MKV@2eQz2*VvX12bm8Qt(t8TkU^f8hmS5GW)ZtI|BSSub
zOPAG1maZOml{ky)JR%r2P6(=q`ghaXEXJ+h77`t4f;tUf9N<e}Ci<n+(K+7DZC#6-
zt*_Q!n<fHF=Msp#P#3<st?mGuO}`XE+Xn8y-WmI-&^exMy=x{g=8LE-FsTfV{QM5R
z5F-!lSHF}Z37P(h7K087!F;m@_VpZYJk;bXR#^1X_0^)mp$_RRl*Lt11>?G>U&_uC
zYN^Qdl1^$^CIEp*a#6c^vMSD|J67XGFu=aMdCZu<#AUp1yaq-AVXoN=Nu8^ag8F%N
zEp>gw62y99OjS=3Hp@6Is1a~OXtWh%CcR}n&qB*$|C*S#|K9@oQ8Bmq6Y7!?I#uiL
zzPjzaZsQ!&&Teh394j5v$Ao!d(tvq^;-qJR%b-&ns?RL7asB5`<?l2)-<sv*<KP|b
zq`?T(K;lv{EKBE|CX4M_fw=aLTp3@%{#GusI^#0#<I5Cd=VN<F!ift)Ec7MrxdGqD
zeQU@|iP9_M_#B2tm@+g;{_d6E8&iJK*7H$t2Oy*@X#K!nBGgDtz1Q6xln0)yrMMUs
z<eWpr?#L&<bZ#+!Cr7KQ(yYi+m7eg=iEVRL9mEC~5-=xSDPgEfTCIj3A5s=QsoOXd
zR3KlZP9yWi&!qm_u=JnSnQ%&;Q{7J<*pQM1_a)mgrecl^puaQ$S$fFnoc4A`HpM8k
z$rhY0DlXJaG|h|*e+gHYVJ_zEfV_vo$&>a|s?__FWFcsQNnScJ^baMkda1NWFNx7U
zuUgAPP4Q~zQ^rBgBmiqA9R{U7E^OAt8^-nv0=&qgU}SIunuU<pQ%3&FWn`$zW^!Um
zt_fTF;)v653T+z_x%X#ad&SygVdA-dlfhcc3sKQsE(>vtA8_uNCo5(U-zUl!fw~=v
z)PTDsEkJunhcob+Z<RF!SA|6ieN@ZHn@y%}O352!%2cjj9u8u|)_J=(wF9Iok^P5T
z#?vH4VI5F3l2M9~!#X+#C3CBF+8XaDvQH^|*DD&j0NvTY_Xds|&X^jum34cWRZkcj
zM-D^zqYJc)M0hpwD~GimT`*ATdg8Z3fyq>y*Akz1jt4WuwvV%(5vHqKpY})9tXlSV
z7eTKFw3NV(bmQs$so7=3WrW&%kkn<{0+=u|LeVBW=j&}(|5L?v!Knad@*{Rtb!G0V
zdJ<RsVz=1OXrt$>3v36Vm{|R}9&p9q>oBIk20C{q?5-yN3I}!aa6+B1zU9^S@Q9nO
zy>&%y?=A+iUK3MJ#m%=JnCcg#x_+T0_xt^X0n<3HA6I^to_;W7{va+vJn#IUjiU=H
zfcwKL!JbkgaCBMSi#lV(xK7J(J^0o=j2|gWVs;pc%xYN+3%VVj<MN;#1-8Fj7v$pz
zskIOHbh_gb$XQSZOVc=h=LczMz`S@8dmUvvd<A(+VjvdazwiCTb#gJNtH`<^Y@nXO
zKU=onENC7X=BC%NwpE3MV0xb(E+fZeBsUf`TmX~+t&)iQN>(Bv5z*p~jp|<&bmj|>
zjgL0`s_t#p-o{(O@)zy|00)qQ(awJ&9XOM+V77tNSuUP+P<Krt7krDsmMqBU)<50#
zllUO$L+Qe3khDD4EsG|srH0|(3Zh?mP76-eq|47uw0bPPJcQKDEWRoA+kw3a5Y9q1
zw{28{*N$YcQ3&iAj6iZgQ3a+XXs2l6@5VytHFN{#00P|#7|dvhHLv|y_n$rKVU6`=
z9y1giK!09vHMpeUX33T-`HGd&NN+&Rt4tj=8Gxo-ss1>DDSYVM)GLA1j}VcjIOZGW
zv!XnZo(ewCY3uiH@@rYjusAe4@ydW55FU>tyPmE-8({SQYco~ZO@_q95uu`*6F~nk
z3n;>thF>!gpn;H}d1SyG^q+kiSE~r8m@c*vCW=>qBk<<-N~!HvZkN5aaBZ`~C3@9M
z7tmr1eQ&>lqmQg~w7&vPpaOHCK69u7jg<d&6v{1jf&!N6g}j9Be&zyBDL62!RZ#@u
zY%KLD#J^}~x}VGOaQd;sbJqkM6i_Klpf~)Ta*(1S(2E{=^5<CEvH_Pe3*#<K6nK^=
zE~}vV!xRJwjr~4SL;-g_sN};bIs88^<CQDbg2+oK&(!(~?ZMlG@RF5}uUJ=>Ru0O4
zD390)Wv`3B_j?~|v6wW$%5Uue9I@FpOYSP`fvM+031|GP(3$GD;~>a?gdVFdNDQe!
z;9b5~GCBxrj&>)8FdAd0viUR#sOiN*bgMNOgL)tm01Xuz8w<?Jis5|-hDVUZU;WNR
z_-w~!2h(wakC3HFQt)d3xpYdF+(FF@UFwfKv)pdK^!x2#@<7m^X<B|ex23YJQ?rOz
zt6KfBtgHs+ntPD&If=`oBwrSBR9_oc9r{>v#w!KGf?zuR*k)9ZUFS}lNTe)1kgr3b
ziGwr*$#^UYLH`6RZ0k)(E-n1BJhI|~1P9%;8ob`t(IE+VUOKvSAW&<9*0YMC{nvq#
z0(DKzb0~yB_iJUMk_|Nr_=uaY#)M`C0{@-A1+PMZ7uC3M<IHL;yShk$#6cCCIQe#d
zKhdoQoyyy4!E9qNV3pj$(%>$*rPEoDQCAhl_&^9-2jamd2fmaDe0bA52IjoGgGAN(
zFL)+^FNUNI{PrBh`od|{7zrT`gb=q<)DaO8fduhD4|9In?Q1*C{kY(BCmN+G0%r+P
zE2cT8y?-x^68G^Dfv68c>aEv>5`X2j*eeeOr4-|<66g<{vb$Sm)~%LW=|jBS87Y&d
zC5WS6vo@yYITigTUvoDRf74T9b}M(jqmES{!y2e7WS0b5>_!>HU0o~n&aoaI9>VnT
zJwrMmUVz>bC=)?42aKl>^$D^ePImV8I2JV|?jUg>pbun{C{%E8FhK0Z3ahlVv=*wr
zzAn!O;h6qoyMO%y7j8s%uBwv7u0PJ-_&{<BePsL2g;bBus`7W$D(qUa;ZXn9hBc&=
z=a4DNLNBQw?0Ga@OQXA24g=7<BFx=fQQdic&A=%_YPFiAa6T^tM88?L#&NuxcGgyG
zQ2(RtigLx8H^}s4jg3v`=ElaflLeeHL6q61W#kh~DfF1;_H9zgG{-{0Sr=&r4i67+
zoN!O@KyD5~8$}@@8nZuFzAYPqBoZ`&0h;%o>tB8JuhNib`l4Ad(eH0O=0NBp0bt4!
zJU=||Y=KF0aNE30ZZeE}@vgi+JA9@zJzSk87}}zqhE?AcJz-C9gqj6^k*Wy^)j~{4
z3BLgvlFn<bGcXseKup!T(A)2bko*#Gnx^+cYx+~%W}bpPfrymU6e2*h8@&aPNL(Gp
zg-Br6A%RUORIGeZijW%}FK^|rC@n4RSfh^+kh@SkBZ40P1AM>dLn<d09uZO04>SL-
zw4$O^ko8IifhP0w^Ut0?f0CQa49Nyq1R_75nHgmbx{gN^Q6WM`<S}a9NsG3Z-NA(@
zS0SjF5kxLb3q>ihcVxf<0M(f0S0kuwHw$yP=Rz+O?nbLhSK=f*Vm~o%qG=XuW_MNt
zayS~18@dK89pG4eFg?PQ8KZYjF0&GrshZ>DH1D0KOWVhXyPtEEsYg!!g3_M~IDbQ-
z8V}|#7V6htJ}0sEBT$+y;KK*!J#Tm6wc}^VJq7SQ>=L5B$J=rb&CMlg2xk-Y?3)oB
zu%DkFMCXwB+k6oFpWVZ@Qk^fU@8IT!)Un1-QYf|-B?TUyy9$57bh{cUG{5=dhpiAN
zoObP>*0oQ5`Th((Zhpo7urQoDKaufh_RIjpVoFDuLHlwqxq7W*WP!Y099_5Fy-7GL
zebmw+-FE5RNn2>|ysv81QnxW9-L1M3rp~HS@SB;vTyzWx*u9r<LjnY}5V-9K*)fq6
zw~L2GIU5h?486By68mq#%mPUu2kl`|RT1c`#Z7-O+_=$eHk$djih>0k!f`G6pc<qv
z7re6EJ)mQ^3@107d}P}JiJgOTpt}SpMj6Xb*p)Rr<Ka~gmj7H_JARoCuQ@)SO>+Uj
zD9BaZSI)YiRjTXu5QxZCQLg%JSLXT;gg|czL^UXSYE&H2z=k|KE-^r-dTBgb=dv8q
z9@n*7c+Oj^AKe^?H92K;gT!>~opHkaI~Yw=<K(+fK<pC=rIw@Qy5hm|xB49H8uQGl
z2i}|Kc`rNS+E4ZELJk%Du3UzPyTk?Cokt>@!Q+HlYHP#p3u6?yqoY!GDpGGp(`Qr&
zz{Z$^DZ2Ej7IvJLhecmK_BB<46<=i+4lhIJV^g1`b(n8_7<wRey6Xee19f)#z5JmQ
zx08Aq-~V1NK*lQLyyG`pZO8d&AHyL*`1@eiy@XB}jh5<mxBiv6-R)UuFka}0;`i7=
z!ndjXrYilU{-=I>G^~zBo``ZJF06D-zKx(MYIYsLC0G>+;N(Zj^CB}zM2=T6aeeDf
zudG!8Up%zGU9&Ku04!tQ8y`<)l&OFS@b|a$@XrsWH5EzLd^d6P-C5PLl(a(i=p33e
zj-_tCgs>z5-SmXc9|+!K?bjNNJ95emg(ZqKrHV9#yp#1e^_n*rwTgKx9<+CKOt>m2
zC`2x80|&xDG>75@5&=~ThHEyeCYzRTli-Z5xBy?SC~NIAFm|4{Nspc;|7)vdzKF%C
zy`=$l=#b|=>2Lj>koWDN%5`-sZq-`;&;q>>(4OKEWC;gh%LG;D$m+vk?Frf!)}!=0
z_6EgL%c?7d=b0Ph@&=tCr^|rKg^_a2*WTcieqTX_0Sq<-9X|eWsC;a;(E=60qsmp*
zmP}(ZDz2%y-97xxK4^B<%!aSjDXRUVkbBiPB1X`d{^m_>yNA1bjX`I{4NN^9os}Jd
z>F*FKiFo5_UUU(Xl43oTei9jpJ2X5DhEHRV=DPo0$uaOX_@7;b@0Nz(ryXh(b^_)?
zFfFIM7kL{VSxA5avnk%r(ug35y79$y_qQr`xpDMrS?xR2P(=%egu0)(SNC2-9m}NZ
zoPN0u-4U4dnkWqj)aZL$W!PhY28tcEdtlr%qV@NUU#yQ!+GSu9%IUvzEk~6Xiz7?*
zD4eBwssw25+>h6_Z|K($0*Y1!wDchKuX9;>f)J-5#YO6a@5z+Y|M{$!1A?5B;Lt^_
zcPb?)_R60=cm6>(&g2et3AzS<!WqxW6!hr(=_)^mTPBIsZ!G00#8YtL2BtQPe7;qa
zqt^Kgf2B{bn9K4R9N#m=f0_NN=mbZ&!Gv+gBsn?xjTjlaSc6VTe&{icl3jqWG8X`j
zfX1$zEODm)pDzr=vU%b-QO&<)AQXYM@nxQ*;O$o`nD3@+G;9he1qtBe6u)NmmHdUF
z0V-`&l&i+#sZ$A29)|6Z`scdaxr2t#YXF7hjXj-nZD?>%kl31?5j_#Q$B}qs>qBHA
zf4vV)4A9Sq|Al`3&)ORV^DJOwk@d-rn0g;#2D>P|m}dgBHeRg?{wr}z_!zImLkPZz
zR#;2fM$kjjJxI0w3@Ff<`^E4_t%biTU7g)LRfA3~m|tK&UE51x_!hCf*u->+gFp^G
zNSLa0fH9ea@>=#=6`r%Hu_V_)rw<98ZhZgeBTTSP*4?ih4u3`Hraj@nvUc$LqRlm&
z{C8$q?xu$^(lh~SpJH4ERBN-ZVZI0`FORMMi&%VM^-izkD;0R^y}WSnzpU*+_*&tl
zyKrijkfPkBYg3Sm#KKa#_7bvKdKS{tX%Yvzw0^u7LHl$3p7+#G@wT1LRn5lPCMJH3
zGvZim8%~jU22zmkitD#4U{OHL;wmAn8NI|F0ZuoId{9o-)E0O5{lC;<*G53!)3X4z
zKz(#qpIvd(&|5hI<aeoL|2bjHGc77)<3Kxv6FhG3%sv00?78!~3p*To@6L6rqD|?6
zr|O1gl0g!fR<l{k#}AqM#rlhOk?~7S$@x!xH=v#@S7DDC-FBkz1P2(;U%d_{HhNX-
z1qlB(7ilbCaX(A?)7!{YL@o>-l`=i-?aXk@{TmSGqE%LXt&t1c6k<pFU$dgzN+))H
zJN5UA0jY;@7ko_mGSCHTdiNDwEjxVeLa=0iOmx*xER<{{neocEx0(fxFosP!vZ>U)
zCiJ*>=MX$ZQ-Wd+ZxsHu#y<jz8$9`K<t2)Yw3`pvessq7IWFv^!GQSK_iPJH77|%%
z8Jb#?2ihf)>DNESf2o87kSYZ=%#^1MHsSTqQ;8~yiZ@|^e5RtRT2|Ofxt|QIxucyQ
z<b!D{SaVE4y@B#~T^limoh|vu0l22Fu2Ic>aD<7Z5}Bai{fYUX_eoMU0|Hf{cyJw}
z5e--qVEq;W*pUa*k4-alMPp)+eDUk4oY7sx>MWyi3tJ~=(O{d7)k%5UyQ-jH&=`W?
z*a7x!YCv3-9?r(C0h0|`yK5LwejsxraN{q1r8Ni{)AyAY41qbX?h{so0aRwz1LYdb
z^r7NU;54#7^xmFtx8opQ{V2GlCHuGGv(T-6e{FdE=*uAWJU!&Rgdn!q%`x501uI(a
z{UtH8*W5oZY#?U#8>Z0XTzc&kgTWJTvTsreoi=E)rYjkR!ohw=<52wmZq*i}Pw3F6
zp~psV=~rw45b$7Uv5Sn?nh4@PaiOnJzgc$?qMjgIuy0@mX6C)Gc`uF@^K!Ue#KCE~
z$oYP@h{X&2KfQfgxk>sS4E4-}15DuXJ+QiI5vv2S3()PpGOh{RI*h6QKwkTL)}bYk
z8|mZc_Jg$4B4WsTl3Km1q-S}GWP@~ibJvaM^XDm}U7M1I5TNMS_~0Y%G-G4qg3|w+
zZYx`s>I~z1GVX`iz*~Kmk`e{zTVp83KrtY$qjMGfP7%L<d!qcsX__E}?Ghp3Y*|Sc
zDLB8B{(o};3HNhdyz<mpy}>|(XjdQ_1_9<mZsT<(CR0H7A$}5~@O{#$-?M=PKNepo
zSCNC_Z$p$5IsOU{eD1xndMxEF15|a!4rOTwbAy`!YXLGA4-0}$5R`hRpAMuuh!N=y
zE}0DLn1iNBbIL1LXaN;2KpP{#WOSr7&pKDqQ$`S}&4DA_(H_|fq#Xm#sQsPbO)*kV
z!;0}!Z3u0K0$+1MkkV^|I-N_q!VhrWaIY--lLNXQwt##9TxtQDN5OyfB*=+x*GL>u
za0wxD5s3Gq0d%}>6e%g`TgbG8ZLb}gG!Xz&HW|#k!_lx0Za6M*SV2G+r0g*>i-Y?O
zQY`(Els!cL11FV~MkOUBeBgM*?<*xD{ZY}D&tMoLzY$cU7MqWawM*~@sT8FemW*hX
z!-m}otJZUPtv^4ooYf~s=fTAEriG5cF_xwNxy9l1@G#g!I~3wAWh#2O!y5UIFc2y$
zH1Uf%i0Og>2lZO;#6?!b^Jf#h)}`Q9)4YTAzhxrT43r1th`0t!e{dA6&Qydg7p{Vy
zh2;Wd$c@#zaq^JkK^`8LSvL_PtTg*v^UnnLPF;}%Cz$NE{WU~`o0u31R+82SH)kOf
z@#Rh9bEn6<%81w|&*o&q!7uP`mbI50vKzQy>+@>VK+!Ufr^Bm*IC(S|peDI(@6qaX
zi{o1a?YD@GTTUMWiwE;i)b8X*7fxvApK1%8jIG)(UbusHhiuC1W*i*@oHkU#<KT}x
zw!G!9+FgxxiFlZJP5NvyLN#3AkJDrjx@?}9k^)lM2x&S9ha>>4i}NI}AP!vapIAiy
zyWr(~ygn8%H1v(`9@sb$ojY=h|92dQ!{LVE?d;JtB;@O!corn{Aje8b{bD~tvK%1K
zm)~puhP90im(On(P~iya>l{uxd}s&3(K(d+k7le=0Ea*B`=hm*S$?EQta~c;-k+_!
z?IB-A^Vowu;cu|(XuF|y60!wZY;T_}?akojBOp+ale+ZOlIC!90Ga_Zz~!Legp~;S
z8}z7piksuDS~dKW2$c~b9@s8hGNeLLJhJm(aU0Js<3jxlJd;;cY=;u*zK+gQw;2yC
zhej*tZnq&MKVbZ!qI??M08tkfHp0FL2jF*LcFWAnOwZ59(JC=)M<D3m-^NV%qyT(P
zcyCAz<qsj4^N>3S&Ng^)2QTo~;kJ+_C_YPyDOxsYXq;iqrJK7)^8g(xdd;IFbu1by
zY#Ws<1+{O%<L<H`0RSCBwP7GzuDP-bLp>t}b(Rl03?`xW34V9@)$7G(u>bOe-a`M_
zN$9&>h2UiT)fdX5rNXIVevRNfdkW?yI1#d^`9V_iO|nA2&q7`sV7MIt+uC(#UJVHE
z;;uRFyU#ymQZY2d2jv``C|j6VvyqJO%#&*dr&7?E#;Z!rf&8xmt`K8>he96)HH=vf
z&9#jsF-l4;*%XnpUr_xbBn;cWv2X_t-#}1rg=jEo8Ml81mQwKt_UP#75c%sSC+^T-
zH1HLf7m3Sjk;qat2F+Q*0JZ0L+N7g_|E~jXf1Zs|{bM|274mL;(0nfGh*SGrlj_6$
zsaofcy}i;VCMHRv<G^f1<XosG*fIP;y_Zo@F_b5OTtHj3%008eOJll^HA|}T0TnNq
zD-MWY>-T2a-GO3aVRWvSK#&GK_-5rrtYG;7z!n%wFNQrHsAmU>&$*No0k!rkM3T$5
zG-}RqI%Q0;OA!C%#-835_;aK!A`v%b?Ededs-9&y(7OGeV2@E$Qu?-jY34dBD-Hyz
zmV5h}3bFCIy1E`rem%uRA#un(oFCQ~ZU4xYBP<UIR<Lb3&WyX%(NJQs)NAfN>33gc
z<HDK_1id-^LxE$R116Z801Cdw=Sr1YZls9XlFBKqcgiU*q8WKwhi+azPQSZyqb8Np
zx}mObi$QC)-C!^Cb=}!JpHG8n{lQOIk(~2~9#haMsSp2vPj=IP?_giQeo4T<V<XYf
z^MZ#*RKube1Odrkzl>#Z2dM~*WP`2m$iY(5WHIJ&Q{a}yx;99aN-Y>3VLbe!146y`
z+A+8>Q%_cX@`%FlG;n6j1s&p7uA0OAB&pL$gsG<gPFMq6UMO@Yw5h7sYfSGcC^#Eu
zgY5EXy)p*Cdf<}8Mcs7U)K9GRuL{-Oa5uBJh(<O!`^V~P!7k{yt>TPvr6jMGx^H|Z
z9=a&};}4F9^~OCf%n$<fPh$dMYud`w;?C@6wXtlIcwcdCPtNjwvL=1#e1DQmlR^rr
zcXf51UxEY#1l4OV;VaOlg7oL#i<Pc|ln7f5B$4P?SPRgoclJ!}S7H91NCLlo{sM?Z
z_{oE4+cX}Y180{}yI%%)F9C!=J0EdlVF2HE<l7;LfO{Vp;j|1tA038+&lEFP`i5Xw
z=Bry0FBoAGMmR_XMz3^L-m_14vi2L8!I{ys;IlFToXZe1k59-Z_(|o+cka*IW}2}i
zmiczpbJMP_>;fR~&Y=|UynZt3P+DS&Gs;cS<lN)8-lu*CN8V{yL6B5WhXGO|_;0}(
z@Wmw)PMrKlmX?<9gh`%C^X=O*l0>k_@RCp3{C@AafwcO+o}B_m0|e1_k9nN1{*Pa$
z)fR5@v;K&I1$uyYoJ&Q4f&)gMV5Ec{wQN%vUVirdhj#?Zr0K=4`Nwql1Obq5Nh(VV
zCi$V_cOH0UTUU!a(!j)tvHYnsH2{=~?+$RD)v7yQfHfia^GG_t<dHas3SMN+NB>sV
z(_1w9U3}i4rk<IyMLuj9{{%xZ;lq#V;LG|{_NYK9r+n>Yw!MV^$yLVGx+*9!S_#B(
zf#FoD9SN4Jsg=XZQ2osVPWHc#3HFca#VuVQ!(7%y+<at*WZxg!Exo<_cE#JYKH9D`
zav}z<Py4cMd9YJ5H@;-*r@(USp8((iaD7fuM?75?1b+aHh~&5o1p+9Dm3#|A7^Ev^
z`N8r!7Nb;?^E5kC%p71r%FR<MUgf>nwN;D<HF3XPNy9$5W})_6!rJ8lm~8(q15VAt
z1hwx0El}(6(@S@i!4Q^`N{u|$f{c2%Db;fm+#?DCSsUr3$y><PbpWx6==WI3S+%2`
z#GsO21JZa$-Y%#K--v7YgAO8k!M(sv&YaTm@Hty;Q*C;9&aMCAR=#C?pK<{n2zZk9
zs1oDi##|K~9i6`(!J#s(_AwMx2m=iz4xeIs@E)gt$n8Hxh5jDqK1n4C2Aeac$_eUn
zxcNcdlHdz|KJ2dJa}|n(<Yqj#1=bP0f&$l7@56lWk!^_4)3YA?DC6Y6<YS>%>4F+?
zJG+DvOo$_r_EcIJ#@E+$&7Bq(7vTfg+ZQi6!f<ZFbz{2Tt$uyt>eZ_WRc#R122+V|
z!pe4bYev~nUzZE}9?XSqLu%_JFE#SH4giCL1K@@rPUC6WuzJ@Kg?JSfFR3sm#oADd
z!Plzm6X^&ZbIrZtiPzyhuSXaXwir=pn_vB$E@8yoIRd?d)Ih2Tdkh$~2?Co@0ZseW
zYtWFde99i<Fi`nraBy9)W5x!t0*R%Gyzb4m>LNr<LBsnowH&hOeN`*5_^<*IBLJQN
zeNASpev_|S68Y=!QMvbj)Dm%ARH+(Aju=nCCAE$2cgZV6p=bo=%Yyq}5yifnEG<36
zK{h}N1B_KYx5mf5K=@YRpo&(ija#I7u~Ih*TmV(w6E(3A4pnN}c_S_6e>+DcfTawm
z4E|r7|FMt!IX5fT%yeaWvbH7Fr1}ByC&(ZDI=V|Q$1|89(tV5gm&B%;8Khb${l@Q&
z+VVoL`u46Z-~y)oV4<*Fp|@g!bwY)i2yuiVoO2WixKsMlyZ_4=Qc>HM%?=xuREc53
zBgm*gH9=vzJs-j8v<ZzV&p+9NG+d>7oNe&IK|%%I|3EB)DxB^yuRl39-qfRt7_O(Z
zGi|PFJ;dldFLCAB6a(+(lvUidw@wnSU$%uj6USwj4HCMAkLr1xf#bIOx{t?Bra_@j
zRj&V76#7V;-Rg7RjgKDAqxsL|hK}T#O@pv^&=9oD#^69sNbiPWRw=Ntq3+V&_-|K;
zW756g_1b-yAmO95E3JvCptcAK4b|Jwf=L+6hIK^!K;;jFhCdI#;ZG&@Z5h>oIM?Jg
z#_<Q-59U&X3n$?SwEGIe|FXmTGvU|~UH+i3ew%F6H8pQ|*y%Bz6AV~Jx7hR`_)qXW
zP@)D6hkCj~Aj-!SA_Y;Xf2Uf=!*QromXX0gh!1e~MzdUhzY9m&cd490LKL{I+M@VW
z!XG_0<fwgyo;#}EzaId&?<!W=i##NyDg2If(Bwx$fvH@(!ZKFPi0#j+Ay%BE4h;kc
z=()7I(%*oRf41~PfKE<<^Z5G-HU*N9ndSyAK*5?{A3y-6KUUvqZO;`^OZJj_d3ka)
zYbawpGJ@d{VVmY`n`TqH!H2V-o+8VkpDkT_c%QndWZ#9O)|fx7R7iSmF828N`1jEg
zYGh^y0UMAmYYbeD+!6=x06IeKcOJXu=;-JbM|FS;)2p&={uoQ2p_=zBAt40pqDbZ-
zuv|Vu(i5bYXN<0)q5hgJ?$zIVh`e5d9&y8GXZxGN!uh{9&(3U~_g<&H@Q~g%R@|Qu
z9sNF`3ffb)bd0R92jdkcrBxgo>=Sz8-;0X$vWBZF8u0ECXV%adH3!R-mZ_sNxUm{v
zdL}PPgVrVbV(FKhuYlsm<gSO@ukJ7obh`E}>4+{TyFE<4$tl)jWkzaN(02dLV7O{S
z>|V&1$GB$!Vy_g{ZTOBmO-h-&$+OCrEGUxM%1Bp6>wSxEWmyneMXATJ-@RYOETc>B
zDpSoiBv$p|g-}&w@g;*w&q3=nkpb%7Z)&BOI`N-qGh|Y&NS@T-XdHi5W8nJyKBs@a
zJ)-hq*K-mN4(}L;*(iAhg&}y)TstY<zC+~)Jo|W13uHss{IJbvt+Pc|P7WJ8d!Nk!
z75Bq1(c>RdeaQl9a8!<Oo%;ldCtuSIoSe!Gy*7C9$ay~63}B*Ac3*$fuT^?)Ipr*C
z>eoxQ6SuQE#=XQ>LwPqB=G?WCfjs$wWPGisWv_x*qv<yK$BRstV|e+0jS<Hj@~B%8
z^h(B4#frQa?9DB%8dPHt64JYHp+7Jyodz=!{jwzS?ab_KYuGPz%gv)8!m0=kKPiH)
zcj4CFRZ<#($t@2!3fen`(jxN(WTVKl;2gUK?3-bDIbDCuN-QlevvF`Jv9Peb=CgZk
z-uF7|qkPA?b6_>^^-RC+c6a1E)mtBZyxHV}RMjlvETs=WWhau)rmG(h>RP-MYCZC9
zNG@A6xnoA~P5lBMemw8kYJ45X!%AJV%BtRm&vk_PHC^WAR*(z=N3Mj<U*Crd66Fe3
zz-(s?US-{P4+1&|9&4#-;+#XFijv0B)8TiB7Ng%>&d(8l`nGN5kl7}#<w+}%RRmAS
zp|mdjFz=g!l|&mqMO=!H@Wmv&&eYt2Z!w5hQp=@5QYM;?SSUQo@3oKYIYkL@4xk9r
zdrxDE$MuQ*#a=cjXT9d^P8ojWJ`ujA$;{7O)9mP#WpGi<;QLQQ^9H?H0VB?w8?Vj;
z5;WuT%kl?Tj^@ia5?35<9~U)mce64^%ItEzya+>iabDLv-6m@NVAk6ooXeGn)2ts&
zjgwk*?X8O4ugc9P#ZrsD8|oD9oSb?u(zZ60l|!lqXLp9R|7Amre|CBf4hkjipPy1d
zH+H!YpO%uy9<SukLcV6@>@$XUQ7J81aig@+N3&cL2K79R`x+U$`@4chzJ^~XKiocj
zMfNH;<AT(5ot%<mH1gb}+I)te|E+_?G45vXMNzrG*Bru#J51{4OKbB?gCwH;>k>*y
zCs1Gc+j!gsa|1=qyUOur2PGS4SuxRmL$e1%ae4NktmbTI@~SbpRH+Fg%v#Prh{hu_
z6Lfm9Zp!@qiIPta3aBO;v(cX{Z!D*Ll}cdTbHCuimBFPHQ;&0(<00Q2yX7DK?1E^8
z1<(34axp82zQG9zzJJ2-_5Kg)auamK59bP$i)K<hg+zSc&8APX1-!<%$u96yE?);z
zU~Jy|JKe5KGxfp4zyGS&ll5lWT^|-M7NwXpcCmuvGVkh5<EkCydmK48hJWgFQ=A)m
z?U~Pi4gZUl8AAa+#^v8ZaJwtcdoXysZm_Bn)D~iHA<w`c!Cxg*EkBtxBVgsbG4hq+
zT%S4LefHhFp;6B4w3XUG3j$VA;l|HiFZTe%sv?tr_1vOuu2$(=tAewN%r@y=KY|ES
z&XMN~_q?@mb%`>NTPLLQkdymFtVgW=r-f)SX6{y9=325+vgcXWuiGo4<{5W0`%b#-
zCj(!;BXh;yDum*dB3Z~~|Cy{C^~TQc)m7_Vl`M=zwPG_qF(n%u4M+irfA(zlr@ji|
zdD(Lp{{D*D)t-=oVIGtbncHXnoQ&?M278`{4nr%gj0P3tAs>%W|IR!#8T$3{L_#Vn
zURGNsKb{7Ds>s;)N(?g$)*@zC&*H3Q_1Ipf0$z&K@`ZZJGE6;USST}jRWDUx!$N6x
zv8qx#O0z&ivtTX0h>#3h1Mb#Dz&y^b3d4=-y`k|aJjJ`InSRS>dL=$5udlPTU4Fw<
z>@6uGwC^$@`hmx2VI<o5=(IO)Q02o*-{0$t7I@Lrf?m0wZ48PoFGkFXUE*7oc&Foj
z{E3M`K;%~oFDG-6#cM4asUs=miTZ^9vMBsBZRYucH%(hlZb<0zn`CTKc~?jK`l+8c
z!K%4d_GM^J_@}znN87TA)@A&HH~B3~&)3bRF0@Lu5R;ND$N$!UitQ+-o|j+Dji;y2
zK7d;j0d@-%O_PSE#;VJmR{PWEhg0bOVr`+F^}KhiEg$9DO7M*rtlLi~3TTjXU(~p!
zfln#sr|<LT=%wMBwSZYf`#k(muA^NS*lLEkdxBVhU`i6BQ2waLTXMeyH|9C-h$$Rq
zv`Dr1=wF(pjIEL<jw7xaPM8zJ+uIz{YfgBep?O<>=GUijDGsUlb;%b?aXvTi6g?Cr
zh%2XJDNfKa7iDoj|L6XqZmqTWE&B`YeGHTHhQ(Fn|0(V}prXp6Y%#R45fcVbPzfps
zs0gS;MZ_X!kl2b!Mv$arBPs$4B1%S)92$udO<+I-DT06`QG_Cil0)(LEpVpi&!72!
zt(jTh)xDOXc=g`9_nxr#KIg!BjmolKo7wl*@|;AM_?Cn2{dSif7FTlA_!U)bUn;s>
z+kFouRclSlpSRc(j#<TGd)FvQS^23cSifu$OXKa1TfC<5BIEhJ9}FMaWAJo=Ie+M0
zM+~X^Fznm^9e%|6i9R)wPwIZGPT-k8@5gLha3-%dC*`5iiRUNyl6P6z`A7cC^PUkk
zQ=nWOmslWUP<1!@N+jQh$FJhdsTs=5{ssCvPw_(+9$!$Y98Zc@(ERfjXF}z`l%YSL
zkHRLNvelnU{ZC%~BlG9R(16+7`KbBF#iX6TVt2>ibT|`K8@Wp=@vvJAb@#iJkego%
zBKac!UUa;6XI9X`tIj`Nb}reS615m+<JrM0`v(#=Xj`-nH62wA?(A9LTsah;dE!vu
zP;Ga5I0ws<g^6xQT+(a)$l|%ehpjvBz4aK2q;^%E2+xiaDy-l0k2;F<l{)<WY<y+3
z(Sd?+4%Hi!JMd1~jovwz=3W%@3_h9Vq|8Q_Rb`Fewa#~<bpJr=7i;6-BpM$aabMQ-
z8(Xd-eFKB<cKek~f`geuGLAOQTEu7Xug%=uzeKw#=V{aAt97R|&F##W>r$N`T;=om
zAYwRgNAea$v+~M=HmV64CTK5&DpG1asGTVzj>79VEMev5Z&*{iP3>tx?A{_RL*cNL
zk+z1*m_>50^yD7@2h7umSDY+fJQmO}F$j)`NJV%T|NYXXuBMg8#;6OKn3nu?#vv&j
zmeFg|lut4L#D~|c^IF<%^$sU|2|b>mfk_H)zXT2Y<91}%TnqKA%hJ_Jt{uWq;@*Lu
zZE{1zIO7tM+T0f1A0AIki<IaFyy1{aS@L6ri_Z+acAZ#$diPUVGnS1}EZ>5^HM&`*
zQ=RD>CW5qYKZZx*b6%VLMm=`5{EeHN<nlWoTGbS2o{g%%JTiL-y&qI0YVf~cYk#D`
zG;q%4p}vdH(rjHEnc?fb?OFAW&odW`^gpx@j7|Spta1GG1FG9CnrIS_q9ZLbpkMva
z@k5t8nz!ZGF4tbxcXb)U3V~0Z<v*+ZS0-Vl7w*=@ZU1UNBx5D7$~w@!o?5w2D>0ZY
zB+0By;t|$5>(^HmQ**VuA`0tY8}(-DTRAQ1j-D^_r#5bNc;tJbv^);hU6D6QI7r)4
zR^7~!qoqA}=`J%Cn@BQTxO?`@*XfxbPPmkF^MH2Yb{<|i&Zx1x=Yz6lGnw<%<PGGT
zKTRGb|7+{&@)ztj5O;7+`lO!HwxzXl)yZ{9tWCZ>1LBq=o3&R&2uNF{7{6L({$t(m
z>#7D{UwLgN+UA_g7)y*o$9vvnNoV@~cl_n-yC^mpdXDO^eaZjs>XDjfWY-JzCZ22e
zG_7BtTuPHB`#dG%fOc2nrJQ$c);2#*w{GmzvM_`NRteD6*6n`tluIhDO!ACZTDGJn
zcVd2i{-Mg?vb4paHzQ{c37fUkh2o5=Kg=t(rQYF7-{sP9Et1c#XJf5q%<~wP86%E^
zZf}Gf;`YUfu3WKvh2|BJ7w4V&s~XHr)1M?i%zx26Jfw9om$3|4ru6&E=l!_1!{F}E
z@}KNB3+fMFI$X0oKY$)FGqC78O+}|Ebl2u0Emh;;*u$6JmsGE7h+vt%)0H@X;KUdU
zp2S=9ZG=$S6~6xN^?mM3)SBN~8U+1)dw0min_6Bws;+)El3Zr~Coz|EpBy@77tnAj
zJ2gB0ruci_#Nhj?%UT$|gehA2T>ScFlG>k5MUUHf9xwi>XvC6XnTk;fC%y@vUp{w@
z8)~I)?_HCQRmV7_IxJB$eUFHhWvLmAGV_{RxFja?AVcQ93u8}woLW4MKgN74=1*Yu
zT^^ums25JX;pH{e9^m9Q(<GAAw1as-)Nr%S=4rJP)CVvk$2Jt+ASQ)LChU}G{JW|T
zvLa?xn_AbcVVWo%()9HI6(e=_R8frBlNPnxJjZ0kS+pnox|co4>c7Zx=B1aO%Ep$O
z{26}o^O?<eTz#k=)JfG*dme8Wx#JNmefA=UcD{egHeV|_DPLio@8jCVe5)n3+t^cQ
zN?-?=_LVzP>JLbIdZhPw7%puy!kPZiR5_U!_^eGOVH<_3z|Xo}q3~r^{LR#FZgT<C
z>C?W_oW+cnx3cY;%jPs6LAN(!(&dNlZIN_uc*)k{lo!RnAoMkU=<UMCb`{otL@&>d
zQ!7OPa_IO)m9>#o7cVVn3@VW4@n22p99Up7q(xCuLXS9y3H==F<K*Hm!^wv0d-nN|
zgOkBKn}d3GYSX5ZncJ4lzjRzRIPm6bxalV^6xR&j=zp|D@it;vrKTf#T>Ex--eyTY
zm-fauHn}xVpH-Wc`9tc1tfLD$7EL&*1f#V84>$LI$@OcGv|f`r%!njZ9J8Eiz8MLP
zx@`2Wzkiiaqr#mn;;{Jm-=R4|`}S*5HR2LA&9@^&+QGZ)=z-D$6S^NtviQwHRD#2+
zf26%+UHx??{Z9MVc9jLJ6uzALD?91onx&T6?<})(#vIzb=ridgBxRDQ`e<34B@}bh
z%v0p2F0+4g_4jo+{ym?@O`qsCPOE9lK0oxFwzB#V4=WGzhuUj9vtN1(zM@J0;3Wqi
zX<%S^B;WhwFNnzHio}OUTs98ldBd;qWxw=Pa!blP-^!$1`j_DBN0WtKUmZEjsWabe
zcaOaWd(!<6iK`E*vYu!8eID3OY3teDr#h6h3|sX{7qz}-eID|@^JrpU%*i^<()Egb
zkEXXU0`RIc4~BIP{G48OI-=sIy~q!q%t*d$heX7?gQZ8Z&7~P}A5+%xwBjw9j_3ap
zUQVoJQbLlNg`7oD+5!ni7R3}@L0k8+V#x4ruo}<p2g4dL|6wB<jKjQb?rVzdDwfB6
z?@C<#>EIPdJJ-TD#zzw7M{S+^*NEIGF-iG^)t~UFT5H2pH2C+Z3l#FdY9+^p$vYka
zP1l|FfP^ab1Vjfnd*%4D)+gZ)T~+2@AwKI)<;OmWXqW!68ToEQpL5Y*8M{8jPZ*r-
zM620Z`s!5z$iDpHIs*~251UF~zs`M=>3j2LmSrtps!@TC&x*~}-PHJ6lD@~rnm1-y
z<fA1f>&Aw$#j+<(#1H{$Uqhxmx^X-$9`9t2kn+$6XRa<McNN@kaA;^!a(Xe+>k17(
zYx-ZmlkHIW_)+Sk{=zX8uaJ4tb|UIFcbYG#vLfHg`O84@-c{!^4I?9?zJYD}1q&9h
zFb6)<n0q$LA`D&}0D{$vD@%<%Mj&Drap+XqEa_U4rA$x*uW2VE`%+fHfnjPCT}!BF
zDA1sidD*gRP#(z`aijwIgK|<s)6btjYtXZeQk|$7e;27kJ$hd<F^#oe<6<BBB+Y4M
zC$UxHP{}5`;`F&mA@*?JrG6hrx|<AQIf`?$R1s1iadyrD(eDT)4kfVk<j4DaOlxw_
znt&p<0Ex^eAfRn*9ErhHDav7@JArlZSGJURmDuLBFJfJ{P9ZQwCmC%z(qFwg0toD|
zL9VSfUKDw6Mqbmy6TO+0`!M7$w|_G`d-A*miy)k$sH>|#Y3e)ZI+Or3^D!7#ZEfxD
z0I#V>m=`ugpB&)lzLLwZ^K~z^RarCJrFX^udA1|$9M_o-;T8+|C=`k-B+X85c|taP
zuM9u%2y1Bt3EsK=n+Rrs4v-JKy1LFt*0<YrVU~u-{9vGC=F=0y7(KhU5jrC!;J9^A
zg+KoFy%HS;Z8guFiL+qZYyD|=(T^9)^V_en*OYj99p80tkqx0JCFx@w6E8XGTPTfa
zJpu_%8k!pC9hW9fi|KsOaTyH_^@k*eMLgRyKl0=-=Xz1w&k21^R{7T&tVL};{T*W*
zy^S(BIH+IZSrix)#6$Vxk3U=?ZVa35EujymA3XQ<I`>Xq-lJinHc9Ifj%fhI&9b2K
zVjmw11mc(g61!n25{p5t^rAaFj*C0Uti_GhR++#I`SjzNXEweDo$>KACqiZH#doz=
zGD$=pK-K)C<!Hi}!_DLJs5VH2hF9EX{i;<l5Erpcq7YjRD^(vk?Q1f17}&8xV;WX(
z*!51HxS4`!fAOTP=_E89e0+ON0{<izcCXNuIhQo16_kFc>0Ve^GTP=1xI#tXSgWnO
zbKADV#FDuVpPS?mcj>RO$!(4UX}4q7E+tHpuDkTd@*&939~jFfoP3y&a18k4o)O5~
zd!9_A%Lcj+@+8LPD%h~BSKTD#t~Wy;E%BR%96Zn3WONF6q#uW1g?)RhLiWqs<W8bR
z>^3IdU73_6W>uH+F~D<(OTeVqFv?@(0oFLwak`a0B4*@NtBsycxog+1jXiXE(N1Y;
z6R!zs)V}jS{_+^E)m2I7(%J(sd_{0bh+<OrjlJ$;b|HPTva%xQz8*96LhB_C>4N@j
z0AaM2qJr`f=t>fDrv?H3Nq9P^qR^)CQ-4*=<%2H$pL^X%xZs_eho;sF;Vd)uBBz$v
z7`*o19DMIyoIJ;cBY=`?i7;v;8&pa@`b1*GKPD%*)nhaQty>;pLt4TN9dsK>0rY(G
z)Iz6KN%s@j`TpdP_>@|E_8K#L=g>r_L_xo#$DlRkpclPxoshA0Z!78+QZW7;FGL%$
zi|*~xab0~F^ecQ9tuVp8vG78s=dZBVE+6Ts7}ue$_K|E=iNPyCsYRgikQ}O#g*xPd
zi5$Q;sBLKtneqM{l1W2DLyPKHC*4OsnY}qe;alpIK+5>_!ER+GnuUaf^!#Xlsh@H3
zs$kKOMqg`*iAKfl=+>!DG3DZ@2M|OC7?TB33n@LRe&jk(F6~-vl>p(X#q0S51?$`f
zinddL@*TST3%w@G9JgTkEbJot7xQA2n_nOHOP-T51bKdamo8n>neK&uH*)+aC)o5S
zr<5U<BzgU(eY&T(-|i;gF>w8FxrC~A`cy!l1?3wW8=pRNhW4vcx;|3UZ3vCXt<W+E
zHX$$;t4ssAFw)iHTwp{<+<)Mrd-m+1H5cUC77goEJP?-0AvK<|(Em{EF^QTW-mr=|
z^+!h!*a$=VOR4T}F2KT_9y)briMCR$Q6H~_#OG8iT8`BR%L8=x9B!1sbfd#?&1Dv;
zPbrh+7G)GIX?Bq#)tcW>)bSDHox>!KCyPTQ6}?gTj5&l9!~WkpJNd-Kbjgtsu9SE*
zG~}p!fA{mA%F!GUGzv)@r%z-ygy$qiyv#~TQF<M~sS8Bk&*2ImFB&P`vdQ$ySig*!
zStLhMQPE&HlZ%VX343beByNS+S1G6hf`fy*(e$?(PAjQo>YI?CN_ErP$c0j9D+ok*
zM4y@5=zQ75R*R_)h?5dO8K>N&E$h&8d!YFZiVcC)36TE)<5u3T8hKYsc%c=9bhM`2
zbhw=?Fbde?d_qF1#H6Aa;O@P9ox=wU6P;t_4GqIB!cekdItdjT!ulo4mka0gITskz
z*F-G+)Xc$4cXf7j%t9SR>7v(=4h}(Kp#x>ht>P&J>^P#0f1kLVR?vSimu9YX<OntB
zglZabwJXQo9}axF;5#j*oKpk!O30M7zwXe;c%)~4qSGXNfjZ`v?!#g37=FH((;STy
zIa<#`mv=Ne@b2AMXw!5<4A0%Lr(-cfr9AR;tQ)rZyo^EP?{3f`H~sx>`va;^T8i`J
z(W=x&#V4+wU|mxinjk*vQ&6NrmiqHny1TQrb&BU?Q!DN1_sAfvHFYQ_(gb%jIu=RZ
zW!38U*M6-Pw_I27x8AO0%a>}ppDzqN$eSH@K-;!(@aSe~PeXK+Cr`IdKtDFjHb3!r
zds&$ud$z}<Geu<HE1Y)PAAEspIXTmzXJY4q%U?D$L{$|pY6b9kDnn1g^;>7B>y(3G
zLXPI8<Q2?L@<EPWY9%gfV{YEaH}X=6I9I%>{wj_BysnR<=3b;x&v)sWr+aLBF$3Ba
zmM_dhmE7hJ-b}T}Z$1`Y;BCrB0hO!M^HmgA)Qa9h>|<v2qwTp$liZOb=AiD%=$KTg
zrLO)l+DK3D{y`_&*N@5lM=~l{*R0`6q+i;zKB-`XlFg((Hs!?Vz*%cfX-}Ms;^`3s
zQ*o3iDN7aTsHv$HWt@e9KAt(Slze;3DbcC;ocLvhkA6D?tB?(%2;a2i<m4zxOSvuG
z@@lft+6i?|A0Fu*K76U(GpBK&wbgSn)#7Y0+MMG<mjVL=X%VpFd;WUHWGc?Z_0r;r
za}3<g!J^^=mBn^Pzuoh6Hga0CUpH|x`O-02)0bXts0HiY-8p#c`gL>1JwZ@z`fWN;
z{i!wI$;!8`eiIZmi7#HfIF;K3p`&2Djnw$pHI!<!4rCh&+=_2<9WpnSi-4iSYkGZp
z5~sk`iwR=F(XoblLkGW%h~VJIP;7_vsYXgzaGR|+Zr$V*)#JBSj@&?-@)f?~LG-6$
zZ^G%;Id-hWs^w31(f8fMsme!=T*(-6Xx^%l4FO_sWTYS^e|n^eJ$$>?o>dz+9zQ!)
z4oR3%ju%{-mY&{@#5kYVh}7VW5QREIC&oUBnQ1r6N1Q5II3)B?_A)ruklpKCKu9Um
zR)ZoFas$r{^n1ejN=r*Qiu99HQg)e6zGxRZL;KKu4g(9)>%S`dt`pF(v-`U)%_td#
zrpB;$ftJ@KiD@Kn9`D<+-pEBH@19!eRn*IEXu@>EckkajHm1eK9>LG<9l<#m&^h<L
zKa(srb*YtugTpX_Kr}OJc8Q`oqa?Hl4yf6a4vTENE0~9p+v1wsRL}6BLRobOv=Jb&
zZrs@LRo6<}<>2*yxP<&QMLBoTMsJ6dRLl8_FtN(+K`?A3&$DH({rOQ*s3;bq3CXD+
zFKHhi`3ROwopTy!F@opShLItiVNLfb8eQQNR0`j(j@U0dHZ+nQ8e)y3M~@bXqTn%9
z;=&UMoOdOjx&NLkK;p}gCmeWk?w>WUIlZhWdfob;zV5OQjEYJp2e#!@mPQ44j##r}
z(BL9v3dKG&oKlU@fD{u>cdL4l^g=mmvO=u2OI~_Hz36m$f8j3`>VpVkz@C|Gpm(s#
z$<1_+YZffDH>KqyyLl)krle?jdKM2RZKh~wYkwOWyV_Y9m98p1tp(GnbNcjSD2>;y
zS@Q@kRF^~%L)D5A#`T5$Yx|yIXn5KxuA@7)Z<ohCQxUU?z+drf-wyQzl>`9@inuAL
z6Fhpe)({XshI_=N<<s~Oby>g%5o3<{AJcpj@OI7NW*J@+^?^m>onb%%An>&SJ2!y`
zOM+vhK~|sx3y8oU&BBx4zkk1|$Ud#`r^57LfS2`1C5cCv(CI(vuI@d4Fav;2maSMe
zVy`VSli3)?Uo(d4p9dK>=q;HaXPfSiu@mX_jxmq`5`60TD5)UEdiC)d$tF}^M_OUi
zoUiTj+1`iv1?)$QrW_m8&l(gt!!+o)y1Eu!&<nMCb9?Iqlqhovl-3F#S(FKSUUmi>
z?}{;LBnP3o)q2S4BGrKM@8J0#(H3rS?+E4f$PkAn3OBj!F^$*?_c!nJvOBmbzyNM$
z9i=64=vs6KD|%??;)HJ77QR@@Mjd7_!zQQq$5l(+<$<3Enyc5XO3K?RBBG7C33XsL
zvoNroL?Z}o;Zk&v%pt6Mc;Q#)PVC*DN)8dryCVaw>DY(bBsN4~j)`UI=rTT+kKz(K
zk2(fy^SgOTQUyU$3`vzx9fj;r3t_V+HpIh+50UOgljH^xF=8xO(I#$~;N?gHc(%n3
zwmr;xs09YqGpaC0AbHY*+HAbtsVTd2{A8%FTB)*Vm@=~1YP1-XDE5hOzO#*sEBmkK
zmt2GDUAOJoqmFz-n75bgSnr%&FFHNXuFRy^7+iYUzB|q`4+j1ArOO`D+=&NhbQYIP
zIW57vVPRI*ugl6@i{k1oF(7TA92%OJR%aqAJ^T;M+g-;ecL=8Z6UsRA5Dplb^N5Jl
z_K0M!W8l!B?I<~ag@ITBDYdhjEpds}l@*arQZBK{<GO_c;^Iw?4;!PSbLw+Xpm%*4
z3dOIX&7YxQ;5LfeXup%INAxVp02HIZte4>DBVKv!J_pt8q7R9iteDBrPko}FD&=OZ
z$d0XcSXLJKZQ86sm*<lA-)CcjKcm!k<0LWbat}ObF%Ks5Oxhy8z^pI%tOSez+I`Z^
zzCwC)Dcef+ydoZb{Zpr6ag4I;JC0JSiK)KEceZHw9;S-(P!MIZ37@&8N*h`{i~h(w
zyUy&ZZLQa)a*HOkeBG|yhl3IMHG9oWv+cM0>#{Qs505@XBpK3P^r@ph%d$_~oZY>i
ztSeKhULQ^RgE68yx?m+24r~qBdjSd(>d<`_fiM!Z?6;Mb^{A|K8vAjAB9cs(`1yuQ
zD!n#jS8Zg<;PNpjh9gn9wk`3@xM1eeD00nbCN$5p_NP%-qW|O+#kXGg#EXRyu!k)f
zpFbO#QodflzGS$sDfhV(yO^yOQN*<fLw0}?dNmal|JYE93o(`Gu}F{-^oiG@P;PMV
z<mNttBUp@AQaEm!eeepO`S2XL<m^<EyDw)#)y~e&x1Nedwz(nFX+5a9r$G(SJ&sJH
z3u9-hko8(L#zB9tpsHH`>c*O|si_=ZyTzhpM>4f7zKAOrB_<{|7P;j@Pw)u!|NO$j
zNQxsgVDaHaL?Ggan@~kePZzA+4v<_YfB}0m>5CKSLrDwdJ-O7pYcq`BG^V^uQef3x
zn~V_nq<jW|FW_3`+kB6XZs-dMwbY%kFVl5MdL}me7)&;GM96Xe^_NAj3*;T^7i&uY
zkd@QGKJPwYl1g9DIt#dA7p|&X68~CtT~tkg^i&3Lb_Lq~*u{cw&&)(bawb^jFJ^#v
zz|>%ELL-}kGZh0J?LU{g%CL+jJbY$6y?A)l9mX>^?m}+o^mLiAcjv!cyMG~X|3V?}
z?Z5A79iU)U1_K6|oWEGMuue(;(Tv!)neOT<iV->8fAzI>Bvl#jRu>?T99{8b(Q%R8
zw$a=>_wBE-U^f}nvfsZ6=3k`}5XH{@`#;4GM}MnA|6u$AcfYw*B|yH>ojr-0m-pS7
z%mW_i*!n&`JNh(Oy}6HUl2ZwobbZ+Pe}HB|F)b-|4g%}QK{q9m5PgpcrLo1UHj*FR
zvLy@D^=|-@$;SA!_G1M;h44sI%IU1NbEhWEY#rc{D}MOk#@`QFY5k4!2L9r}@4rZY
z)9)_DdgFk0)j7RshB2&)E20ngxYA5iA4HBisj~XK-0JhP9TYpUVV6DhS@c&(622Su
zDl|Dpdh5NFR~PwA{LQu#RuJ{$-Bt}xPD`c!A>cc^eY{00YJWsROYlT*msHBpcOO3J
zAU>r!96B^)vxNKiZ9w+$C4gd?s*?;ySsAswm1`TrGiF(&U0QQb^Qhu1Qp!aB90c8m
zyWY}9_TSIBZq-SSq=g207K;UZ7*qmNRotFei|GuA8`K1KYR^W2Evu3kH{G~jH+hCh
zV3u>h2e0~EnJieCrMZ>PfRCBHJC{7kN~6z*Q(WQmvim9Gq(2r5U$BifHyV&&T%pkX
z*o&1>(!&3I-gJER@8>;xcwlMcc}LUB9h#HM!xsdgGgH9a09U~s*Nd4iUXfNNSCI)5
zb8EAfJN}5ax!`f70IeY-zS0WDHcsdoec?LSxqB`2?GUU>TAG|i|Ka*=?f0&mwz^$)
zp1BhRyB6-BdwQ9!HO=xYM)cby<uc+gesD5wk%@&tGvW8=y=UJD)3XJ$@0y8;W9~dK
z{a~6sOibR3=S~EZgbbkt@T+a!ELw~*dxbT;N@^M!fe7?#QVqoXI3)GS(4P<C2dF12
z1^M`@qv%81jT|aO6qJ;-%*_*4uURAFIdy(|ywXcYUHwke=(~!FTC@)#!EpD_av=y6
z!?DV9@G!}rppQil49kpJZ#@42yrzdX<m&|z=kGj5oYUAUm*tF6GgX+xlZ7fAs_4?C
zONpVovUE-1L@z=cOC+r%hqnlWWi6sl^yGiJ$*<JpKG~NWDs1LY@{-*7LB#vxPS_;Q
z|1Iz2ra5QZDM-@pq9eqV;VSavHM*m2zWj5_75(BZV+&&xxF9rfDrMCrHQ0gNzNHT_
zLLmV~Kkv%RsVIum*4O8wz)b>`3L+-_XD<<oB_*e603o-ZL4_4RHp_OE@G7X|wAIzO
zQfQwt9!X913KOAQcM%C!0G-r|-$T}of*roCTMr@an3(!i>4ZKA9qw9McaeKPMBf;<
zZ{G(QQW_@jy0re$d$1hT0f9q@4lP@;V&t@i`62A%Xk^b0ajOzA)S??OVl7XI;mL4m
zht6A=nw<tC^rqd8;P?bd#Ug|a8zQI2bh_FlTG#&E_z-C{|IVFn%^i9_?NN@DIBw!G
z9E=X$=}oo;%BXu<wsg;oX&+ENJa;@6FBz|a`9r!%i7{GzhX9$<*3(Pir2p`lnCMAo
z<=|*xXc8cgS)N?Wmt0F5*xR<?ed3oFzjOG&iZj%Io5b@UIB+~rOHC~rt%dR%D(O8Y
zGf4<Fjs>C?21sw5>&2Vg!?apO0Kgh3_~#}es_Xc-kcgIa)7Sp4=<DS4_01|`Y%PE!
zOOHKgA^0#CXuhdDV?ZTmW@gXvLbk)K>y2Hzc}(2^E5`lu#Xzrr$>49DIM8x_M96b+
zIjUVNEDF$RsT&ne&aOsA>rLD<INX060&FBQ(Tg=9u(<F@tJ{F2OF1-)@D$BkwDzcL
zX~p6uHcY}PJ2iMByhVLwpcd8OagLAgc4SW}UNe)eWps32G0aJK^8^5QlqIAy4+FIP
z`tTqklb+;SOyoA#APZN!aN#NPupNHNbtr02Ldg}|B!QsE8l2LRRjDJ?Fv=M~ItMYc
zS?}4VoQe*!dKld@QAJONN32>2$b*5!a^L`zzcsN!<8fru6&IYF-6p;?WFsEB)#odi
zpU^PMFuq%={+<Z9F`M`<Jy|i-+d%y!g`_PE@ExLOE5P7o^z3@$rj$ve^Jh&A89yYW
z2#DcMRMc5(l)1LtM{LN}1ovq3vmr3+{NTw5NjIIqwHr4k0*Dvs@pJ;7>e|OZL7B$Z
zy!299%gVa332>*ak!G$@b5B!sW-d1VdgJrYKY0y(lqYJh!D+^OS)w(Bm#m|6#=6N`
zG&gPO9I)5)IWvG$It@7``x+`BTKxctpV#F__jXX)f<i*#VII=!7_URd0kH8uaJIB{
z+)rCy#%4<tL`TbzWEBREEAfn6jEGg;j{W=d-j1H**|zP)_Ik#*S5<GIn?CIS%-KIO
zmC%%Sz`<v1q5)`3es^5hE$z#wnj6A)c|v3G9!!EOlkQ*l^%c%hjX3zNP6UWn8DKH%
zu=CEy?rfiaTQ`kO9>|TK$NpB%AN%6lT+DFBOns}cXu$N@n*e9J^n{)*nXdb!qO5E)
zT<N@jQ$CtoWZ5){Qbb-}gR(gqn^7!ApK*hY+p%pHEc$bI4$5u`9@Ql>8}K_s7Quw(
zrdiN3`2lX5mi=k-IZr(hveRta=7WBl#dB^j7=5NHDZC((U}ij2vA55_8R>Z9flUZ&
zb-EYtxTV9)1XjPySx4s{x+@vxNMHCFyJGXfuS2e8Fz5TgCZ-zXssygxv?&EW`;Fj6
ze&n5*y*c>qHE4hZ@J4t9V<fttOv3;@e(~Zkg&b*6ejS6Elfyl_XH|l9jW3j*p3MJ_
z?nEgV%avz66BIRdgq$573P==GR6fBNMVfsP<H}j`fGu{Rgzl4ys;VxyD(XMe1NW;}
z_MOe9<yU%+G?*!GPpN=s%B+;K>TLzqDL61$CCkz+<TdV_F@pjUBD}3gV(`yDI1vjB
zX`>Mb5di%I7~y_vn`?yv-*<1`B-HbQH6hS0R)MEBrSR7qu7LeTtpL;kL*A<Yzd$3v
zEx9QmQ1W}y3X}$(;;2mbyOaozV6=h7^w;gudu$k6$vhuPK8UjT^wZ_{#^E5<f8}dt
zEx@tPNA*Pvz%(FsN<jQ-F`q0rJUj(M7_A61xpU_o?yFa>n4=j!0d7Ye5Nox#|57H*
z4>H1PU=@VOL}f1t<mP<UH@p4ZwY#oPp(9x6$nAza`$uG4MXyVDwH&r%y{gxQW-jdl
z@U*aLVREQs+)zONPr21DG>)pJ3qH&iw`=q6&+Ay>0Ye>U10pDefcN41KW0_n1=SR|
zoHg|VR>3A_8(wZU@cF4GrcKtM+E}>>rQ$s>GE^YW%1!8Xq(SWI_%7Y4anZNs<(dGn
zxhcqF_D<U|A{VcAH^s>#s{gOj?$>V94UdlcRpW>a(~{FI@p=f{0Y3%{7mq%7;BiUf
zuYrWMK8gYVGrdOupUQDV2oLOC=RY9Ox90Lw#^(FC;nVD2{kKG7|NEu3%yIuvu*jnV
zN%U+>ilp0!Ik+c6l>@=Li$DTCB>PkLT+|n>Yygcraa&O)igPhuW0wDBaZuLENFJXG
z7WD2#8mqw~@k7S<A0Gh@V*z@sjGph*<9<$HR_*hzaiuqt=JDf+B;4_u8TA?_N0VF)
ziakgI@gLm$_rW4C89J%@k1_w0P}-p4X?3Y#M*}!gQKzc|xxioxOZB@wQw)>m&Ghqw
z_<%VAI_%lOi6WN&7Xs+4&0GY#WD5Wvt2;78>W?0A2Vs)9-=54c|G)Dv`fFw*YNq*W
z|8-Ktat~3e<JY{eW$b5b5CH~*1BSmf|M-yMBSKkitzmXCY&3-XKj*z8TF#<VU)hwP
zvd1iwah`oH|5~yIz{~K2q{;6Xh6J`$=T)m#>E}Bp5)hSA4KgCjv0LNnm6`xf62K>F
zZV#|ry3A5?T2^0`hjEM1wL5YC?+F;(n#Mqgd~507yh3-XM$^m3X;+u8r-9qzC_;=}
zIJrQSA;ZN_?#}+t2w?&JDCxPBi%HYOYdSka^8AmsMY0#dH;P){r}ivhc9>0a+T;-G
zg738b>4ZBMP*eVO`t<3IO%N{F8c{RNR81$JU0h(Co|rwCwmkE-)Ge_{f)-pz_seF0
z(Phq9FTkVyr=B9vFi!72Osv=A5M#^UratG6^X~42_EQ8SK~%ap-RSr3R|2B@&rria
z0pDBnBVGrvX;BA)JL95zbGehy1Pq{l?J|)HWF`MwyisIKy^3*o-|SVRIt}Np?Y$mk
zP*&r(y2Pq=>&{r$ukf=_>a#o)I9X)SxJ_q<5q>bm0YUV$adC^NvC$o!kb#Ppu^NSl
z&ha0SX|0V#$4XA!8VP%Q`?3*87(VCoiiy>K^7r!_c2!ROV{RM#c=&HzLLqNYYe`9l
z$JCg8ZrV6Hi2C(m=yG~}js6@o!6bwvTr?s<bVowpu+4_ue|cv_+_@8j<|J3I<oT~b
z!;hY!2^s1LeIMgS%}bH2btk7XPv41!L1s@LN3%UEm>R(*5Zpjyjmqd4Ibx6{<u#Y2
zGae08=b7Gg!>84!CqY^$;(Z3jqRFb?M&US~@?ZROXRWOoT8CSG@C87C58CKzXkf<A
zx{Z?%o1Aq_P%}6>YpT50*QU`sdS@N5#9qt<BAjO+cR_O+C5U$?7uO?W0AB7SUGZVz
zyr-2(t0c6<FMW@<b6O%M-QUU|k#d&@%40<R$3)loXR22i3HwAcykUPFG&aR;@<)!4
zB#$|*363w{WuSj361hCvo|9J)?r_&C<s&NpKQRZcGt;9z%<RjK{CgNLK!`WF55Qeh
zIcL4oP?tLLnDU`1bQf`)tC`woL!B*@vikDshO(!p!J51UVJmkdp1RcsS3a4sn%uZu
zTE9y$HplT)9cdlvIn1ZYMvsQn<C#a3b<=ea^{7M~e2nT{&>B|gMG-1?Hu6hH$FxzB
zD)vCCF+Q+}neFSqUUIEx0x;Y&@wkVHf<MQY{?)((CL%LoP#DKUL2E=!wcDdlo&oyB
zMHK^yW(k}8d|!)<)$2*lzKsK3S!RVZA0xBBPL?DkDd1cN#=@yC9@_h2jO8$EmK9F<
z&0Dwba^u(yhAhkCCm$Z9%e$4${`7hFmtN#{AQt>51~L0r|07QH+3&5v_>M-lInd?5
z1eyFd-fos61Q^LWsnq~Eh&#uK2Bf0OC@Zc*$eN7!XsqDKvt*q#!=1jR)v@*IUei`y
zA<TJN|A9Xq<lsPX^?I}gx-3$vhS&xRxI<J_hj9F!<K-qa7}}P}txPNzeocFUCE=a%
z&l_p9GU)eNz-A9LV0t*+s}|afMBpeppumDCek_G_;UMrzK!3$|=}<lrm=rsMAFa5*
zM|N_gFWE%`f(=69KXr&F1ES|7e4a_GncCio4-`InAZ(Tt8~ZAGR1!*^{-@tLh(K}J
zANAc`&_W=vuENyVVRS6*`Y6viOv{|-l3g>&Y2JsS<MD*wo0+ID36GS98fftNbV$jR
z99kAq`O^y@LfInfdRA(teJ8dbKSALX6{)CVWuy%lu%!+<4|=9}z~0GOSz3^I5L#2z
zrZF}vYoD|(^LbqiK{puaK{!7d&Gt+ffyJ+h^$N3Ki8j$>`2)T=7GmW509Pi01elF?
z(9vbQ<_JPXBP>~={(?6Dd*^5Bk@^$rh|MM>G_-MB<zmCP@7`IiOh9$7c~$hGn*jkR
zkNlnme|p-?OfgW3K4$92CZd4YKM~lx@<2IW?Paw;`rbi^;U~j`7;2z+GEMO5*VP?U
zcz^rQWX7i9i5xIXq>ofU18Xq|GXCbgfdar_L!cmWw4d>V$RH3Bdpf!m$)GpIXqPdR
zfWq{{o7b(2BjI?IRP+9`xlO~ZGt;fEoe#{oDFg;XA_0o@Q|HVU@5P1V^mJBs_VR%x
zS+1D;UJH0B6^p1z1Ya&`IQO8qCmJd}<1lQJM3W?nN05mGD7+=0(rX{!`$j*^5VXYB
z2;>H(NJ1jWCx#ney?$*4*<t?IK*b?Y!3jvh!RKa0y8onj-9_&V`wl-b8vG1%KE^v1
zH9eYy<gy#WC9x5c^X*q%y<+ZJdb&tV4^bzG%j<6^!{l(+?H`5bsa}|zX31g&T%qae
zn(sOEh?9Wz7GZ#Po1N;7Zu<GvrslTrQBc(xLIeQKb}yNk8-I-lbe?>upT$nJq!|dW
zdly|)NCmqiV3c3;$poS<7)Sj=DJJj9eCIw|-G&P;MZj(l$=uVT22Vx0_3yEngc5~+
zM?z=18YD~ByXDtcRToav7dPHS&SMFDA?~7rk!GCIM<^z4O+)HdX(28(^U)A~V?A~Z
z&F@Y)#?O|IfTz(01jwBj9sR7UeLm9?rGdg<{uz?Uu&IJy0&CF7*Y(%xB9NK_$Jv;k
z$s%QboZ*2J8*ei<B@dh<+6as21GJK-cIb$O_52V2R>-lK=|>clrO18CKe?FgY|OVA
z+dPjcRkPVU7An){7jTA{-zQ#jZU=cTnnM!t+qcVFCji@0Np*LdYji4}FP!KgNM1ex
zS!yi;&Ec+(vbsi2!HfRf&^GXsDXRS4JFxY^v7sg22w5Nd84E*2Y8uwMY6)=)gpnRD
zU2oEbJ-&>EMHk0S<m9U*MxNu}0IkvmSJ@eWyv*?UD7Ri@f8}>+QnJ-|7}!Hb#NE4J
z>qMMh^KtICd)6Z|kNyNz{HZ1-E!|H+7Wb6QOqLK0AE)jgW2()qtAHJYXS5m$%`f3X
z*6lbkWZ~5R`KcUjfqOUFl{g%H5U=&C_4NW4iD*K2gVT5&JWtsH{@7KLl2$a*xCn36
zM{M`h;=aQWA!IZ|Pn?_9-I$%6VWg(kHXQ0*w}XpIHn-KYpz}jS`N9fwvCv8J!(T=h
zHu|6&wIs$j=F^gr?*;{R44h*MAvu}p8&w2UPH2-RX8!W`qX9e5*v!Gvk4M8`H4gJ+
z*U|n|1ml)S=Sg0J<;1RtMa{A#W@r!7D~aaC39-jyhW;}beC3xHZcH}n$c=|OIA`>T
zkb%g3;lW|`dT^8o*H5bu871;RU>GFbGA;FfirpheKAbUAqp7-c-@dFv*p%(eWK%L^
zbS?$Sb<=GE0s;s^y@lptt~yOs$;Ysp#6^KBM<h>BtYNfuqs`C<X7-^kcSor7%y{Jl
zj>NQ{NE>^_^yaODZu4z`VKx)BD+72T(n7=+$pA2(G*}ar<(c>QV*qKGlN^X3SheWV
z|GnhlyfrwGA0h4rb_4xG=pNH+)EsyEOLkP13D#`pw8(90&X04>-tu<(E1P*LaBkMM
zUnjVv`S=uw%tb-rrhRX2$+V4P$f7YL2QT?!Q;{-F>wv4`fQQ&1afN0y1(uDve*`GJ
zu-4ktcL;vT3bCJf3&1)1Wa%>M$nP&iNj6(kf81NfLM=H3{L=O79r;_+sC*Y0D_^kE
zd~P)^_F|;=?wra9@pzCH6B%r6(g-CTVTE?WO9tKrUPEj%YS8x<U90pW6_1T%p1SEI
z5;s7ilNWbUGBPrZ)0dj3f@rwa2Qv$a+~<H=CV}*)C0yK|s?pQOR8*kZEV|`!@2;HH
zZAc}6D5+p_-yJRCSR3pel6#l;kS)9thM|ij3w{0TU;RcFv8pmwPVFW#v=6sf7Cyuw
zLF7#H%MjBXbvc5zXyq0UjS?r_F14=ukxMk;$Zxd}P{xKve|;1nr2*s2UUcvGy+g#l
zp$Q5cTfZ5!M@gslT$BO*V|cbC!+u1@pdQL`(+@F7<p?a~XZ#Xw#mvb|^@sR;x|X3~
z3gU5sX#~c?h0q`rtwMm(oFDo7;v^dpc0$KJcFw{xI1NODX6iLHHYlLaSrys~rA~{d
zsgc>m9Kl_?Qd-VsVEl&tqk8wBZ?~6;mT*-?LVroaQkF@TaJ2~``OE)y&tRy*EQ%6%
z(6K8TUW)dlT+m^X;~%SB7q<N*<iCPVC8(F++qLU1H+1I&To5?UQI&*7Z|qILT%!&6
z8?PeLU~lr9_J8x?LmiUqaO33*^8tf4Z`gJsLvKuc_0$W53SbVX;Di7d{*?`*WrXH`
z%EjxWX3PZ<v#=AbLk^Wn^|KFIkJAb0!1vbl_^<E$+}yFHJqz>|2)$;5{ci)SWL4(b
z{8;#+j3~Mcnr@JVVWf}bmORLrPM?_&Lf)znNIDpx?c8|m(P*Aeea^Wdfs&wr)(IM#
z_nNr%Wz*0CS}}Oheq>pRL~)BaDlqo;?Ukeo1jEQu<wrYyaaPDBTyi#rEzF;wCG*ry
z{XyCr{(JOONlM%0!trPUeKcQ5%looy8ru7M+<8O}rUloalye^pGAe)+0|oQDwoOlc
zmmWQx=-tZA&D{n0?cNcuk<2Iy_@m)Q+^B$Io*MERQGZD^o0CdjWxf>ZTCFH4k0EH~
zXb?N7G@;dmMMbCx8?-_MwkKp<;Y_;&z{h;_945dvMFRvj0ig_RpO$vG{e*XaqE%1t
z+i1QR<R0-f-@bl5mNdSF19K1%bUDE-*t8TLhqxrrQe$AW)vKiC@2z;Er{^BStn(*!
z3O&bCtAVy*-Ml#!*|P`8MiS)?wuD$-E3#=VHoCls`KNA!%p+c<`_Tj#7Dpj~)h^$S
zs44*5Dw=1DR}8_t+vN^KZelIxAAO843|s{FidBNdO$q3bn5WmV>NTno>gi@&ZHg_f
zGn{Dss>f4$GJ{m@u<bLy4XOdyJ%N{i2JI9Qs?6ivvEvxxFrtf6oHF-Ll%@{`<Rf6b
zHI3Gu-Js=MdKzI=BnMxuQK=lni$I}pfdgXpX8YHh1<gj`3^S{#R1u`vt*nc(Zs*6`
z6em?H0QQapmJ!fnt#U{0LN!pWF!yGhLa0fE;=hyfk7ihBX1dU6BPi$4%>AQjfMnfQ
zvjr_*Qb)a-)k-%Lg&B@Ii6?ob+0D~<6z|<%#N|g(P^d;oq*VE9oJDny`ohKtKo%ew
z4M@cTgf77k9*_!-od*x<;|igBPv0c$<Jj1FuaITuOE<fGj=_^zAYvfzpEx;y0cg&V
zjDQrqJZRMT0J8VN3H5+~9(8%^-RelIp%8Vu=Trx0Pq41>M-&tV2L*8@*Cv4hJ0|wo
z?lPH}aPQ-hXXs-G;o~*jatw?%ACb+dM%^eFOJ-tP+D<ugNJ|G%06b$&hN(P}QR*7n
zU$reBKcgJF@2%dYbxXKmKQ!mWTHxIG2s4tz|A2G<Z%iQnKU^xcY?key6(KF{9(aOV
z2>%TV&8iJ<e=Q8To^Fhd|7$b=j7HU|e=kdrxn4rVMyZ!U4Pz{FsG~CM99C6hKo6?I
z2_$~8ll!tIK{r_am6(>6HsS)}KH6piV>O&AMCxnAMS;tBObx!K?_2_W!)F7d>SI>Z
z@b6v<(cZ}vr~`O{g90I@XjU1ieeBqE#Pmtfi6(f>&~00{gV`Z@rXy5hsN+fkv`)Ne
z8I)XOV`J+QrxCL@W|{@SQ<88J)|O97%GfC1@grCZ5DE3$Dk1slBp9_!GD)R}Q6ABf
zft(9s;n&}s&^NFK5Npq7apX}z6L~1uPt_!&Ckz@~lghvz#LA$PmB6Cy_V@s5JZXEB
zy9TGn&>bj**~3{@tf&J^!YFlvCd~18rZ^$(!BwlnvFDI7y$7j6f1yMgs&yJF1*#Ep
z34~SD^_neU@-Aaw?+detrC>vE9y&^j!iatk!>2*gs1s7)@{bqbx*%;O;=C5G8IO4I
z@OV;&V}^`28wG;_R#=WY<m-faGMT37l9yr;t<mI(uz;ALyMciZ@kp*y)>sZH0s^l5
zo1}QS84pxOxJ-tkdw-8^$wY7l5>b&0KTi>bFsh`GAP^x(i^pg)Z!JFsuY?pNVDiX3
zoO7}938)WyuCd!zk!9jF!S)Hg)-FwiQbnj%9DZ>J(r9ydDmGxxK*ESdA-#Blgn~#^
z;%P>cVXad~iHSxg=7^#YLc^9lg%QFbrXVfVgi4N77NDd|lTljJ0*}+(;x<r=CfwxU
z=UNgv7Q&O^?)WIt{q^WSNhC2Oon4D!KDg0{0}e+?l_V*51CqyX!_UXJ&x`Kv)Yqsj
z*6N<wH1h$wgGz)u-riXd^HW5Ah3_&h)FX8$*mQN#&16GVM2PDWsib{Me!e~t;}Yd_
z2^#4J#=?a40QRnC@fv%%XfzM`B$_j=ChLckZJ+=5uV1^!KO;(`=~R@Al?t&f<RfAR
z&(VU`Zt#vlr6=uOjVvq@N!cD?*thL=8>C+XwitqHG7;y(Rub}}ear-?laax4>B6OA
z$9Q#N)Pf5e#Ac8-W}m5G11yrzGKdWP7y`r)Zjuv_ax<#TV;x{F*${oAjdGoMWMpK&
zP7$a3kBgqj8tcVJE^|)F02rV`^M96H4igX%oh0BvRDm_^_w4_CfP?_Ex3QUsmoU$5
zy<iO*HL=;4fxrg4;`%xXjr=eLoKg+VQ4NGCM+fk_qZTEv+<egS7~)`yp+?m7)isq6
zsDV^cQuxOWAzslhJa1oQ3dhNOO$^BQ0E2IsM|@6z<jDP|zU|7PHPInAwAN_FK7Rbv
zBMKWwbbk&`NJu>ytV3`P+UCjT0Z-lZ`WpqLFB|y$jRdC{?!1Bv&KBIyukOojO+%KE
z+vMZpgM69J?B5C$LfN$+i__Sqhrq4e3NfMX*%IR6r9It)A`SQ@Bn(k8p<HB2hQY{>
zg6d2o?25PdJ|sxICP8=a*0g=XGBwA#VQy1h&(3YN?`^)kyBhNvQqi!X_sba;hmNo#
z)CuRJZ4*Rr_-RnSt-K}<CpN6+;7Ef_a&wFV32!=sS^+T|1Dp~tdsrACZx&ruG0L8{
zsh>Z8cAd<2cnL!~z%cFeP>dP(w%%~R&yDS)cFs|ar~M<~q}2(HVhT_Vf%&hlh7VuA
ze|IB7k2YzBIi4T5J*Y6}l_Xn-@3TiKDJi8<FvD)Bdd4T@vDJoMQ2Fvqmf;*c*Fr|r
z_6bFS(MT22i*e(l3~Fgi-QC^&vMD-<4a<VdicVyZfKv&IA%e{QMtN*2A^wY){kt8I
zR3T<bazV%_m7L2BC;a=LdK<0MQ*&W%vYq?%rM01A`OIij(q=}qLu{KSqh`iAQ8+EF
z^^bodT4ETzS&QvS{}nYEzXi9>XjH)@ovF8r)bd~M@WQ_gqggWW`*)8f5m;#opLuU?
zdjZe3knCR>ellr`NST@aXFA17K8n;EK7x9<z$pq;{&YKwR~6Pz1a&k;h+|s>VKAp=
z4o?{oH)c5nfdCZ<2dUkv5y#RxL%pFxRt!doR99dq$~((!Lf-N1*rA3bjkp1r&I_M2
z;g0q(&)&f*=raJrk-)p!SE%??n>)53aGxnPXie=HW|S%QdaY$G;m@W4C8&X5&g_R2
zCmK~P=M%vq*li`I+*`*SDkq}*8b(q`%q{*HWKhq%VYdt;euhE{_S=P2^BUx7KocgU
zh;G5zCBAqXZ!4&@kyE5Qf)*i-)!=d=??Cx8@HuUi?c7Bz`I|S#5b?oZ&#BD+RgU~W
cgxb$=GH2W^j^Ax_lDu(>oXU~3!+%}+Uy@?q^#A|>

literal 133776
zcmZU*Wmr{h7cIO2X%J9KIuz+tx?8#%DUp_t?vxG%1f;vWk#0dcrMslNIrmnd_dD15
zemv=B?X~VTW6UweBv?UC0v&|_1p<MfzmXJGf<PXrLLhL$NC@En<l>#Y2mj!*7t^p;
zwtjE#WMF3uku|Wlv9z|gG&3Y~G`9O_X8nPUk&}^yp3KzV-sU4W6O+~dKEP;gXTmgE
z^pqD|1ldMX^CJYpND2K5#yMNS5ds5&yb%>raZcKuchbOC$3t9Nw9LF<lr2y9C1c-x
zZN6LX6#hb7S*9poJe)-=oW;B-I7cH|gE>UBi;;jZW4hJX9y2Shc#+h-sEDUBT=(0i
zM~X)U&qtH}d92?3gpWhU*eC(8{+Pl@<bVEFJ^tl|bea9OQn(c^gO<N_^Hq1=9ZHxh
z`+pzsk1}7`*$L?mC#>8r)N5%TxyejJ`TMir0z3XwdS1jlj=Omk_s*)5PyhD^lElJ7
zIK;tShPU@O2V09R0`49j1|L2=#=yX^-<`%PR4Z<;G#Qc^-HfGEFSA`0mr3Tv@$vD&
zM0%u;kAT*p-xouJkgA=ou+-`UhtFd8h=AP^2^AH!uC6XkHj!PU!Ja0C-^09-<A1j~
zF7)b70`X#hzN5}|)n>IDJ$BE`%uG^RT0}(!TdhPVcyG2g)9c}0eEZ|w^;tZJHA$yo
zx#FO@qLdU0m0VI#Z?9zR-isG6oX>ZkmFRx|q*|zEFyG)1i!%4$S>=<kCZLs<m)F^?
zqm;aD3ZYXkA)}%~coO^wGF+_9k;LyYllC#R%W!x8JKlGv193}B`q8nm<)tNW1at!Z
z=`w?OR%4W;<mB+n5B5$c8?s@f0wnqQ`DHaV;-R<<%yw&%{{H^)Spp~prk`VC{NFaY
zlD~KX4{2paYjE5P5f3LIr=)~?DVHQ@Ys<pQ%F1lNrQjbJn5ka+Hg^BwSEUIRa^Bkd
zdb;&ubDhUcjh*&)$GzbUG1Rq<4GLD)CtO@y)YR0iiPp`?B$0t{qN$#F5d9YhGOJ5%
ze)s~OydfbWVV?UtlH9`*_V%wbGBaaKF-ZBtKvW<o=g72yAOP?1!}z`FbtLX;Poz46
z3V5wp#Khrax$;J{HCEsib%1}36~Yb{^;OIiCx7{}$Mnw4&CLir{^j-WQrneI<S=}e
z45dxCi+QJ57#s-+2~lzJmE-mP%k?<D!;3{PN){HZ)$VZRnp74egq77*x`~(nqAIE&
zIy&0ui?@`^sE~_bfC0Y!?@9Er9NCUEAwPWs0~knOmS6Nsc>)hKow@mW7O#7EoknM@
z?d@%98k)BG?@r~WBNT^M?z_|FaBS~?GP|~f38yRI-xWD@j$}%(=(j>3-jdJTCkoZE
z@bU8|OUlYH8MJFUGbJJ+5K^yO7PTS`#r)={PoC(5IOgEsh~0ypNomVH3M8J_rQ)q>
zI5_(7v^28bbvsCFxlzw>t+igYqg_3bZi9VWS129~#Hc5t3j`OM`^*21zF;(hnCEaK
z(Yk$L0NrY~MwOp}f}+fEPYd!%_F;Rnm~b$K4>gT`n~a_w4cv{&z88qk?yzT>XgQqR
z+$+l+fn~L|9DO&e<0*V@%#OPnkXG<bBk3ZDnaPPc52j@X9SG|uKcZh&BB(%G`}$D&
zzcO_ABR_>e5;?59D~$WeF!4QIJUl$m`M>sq_ZtfnJN4Er{B;^EgqH+k(c^-c+i4#S
zGF@v;I$5HNiid}n8TkfJDIfddU=b0*$;IW<llh45Zx%`pP{j3rj*W$fn9fw0WjAA}
zskM0CMMXtHNJ&X!_u`oJ*e{bLB1u#cR75GT9+UDHofH51_3K&SV`3#L;&&z{tKScr
zjbynsD&8S~Wz;nv)=*MbUf$m?`FO)()U7}8?e*nB%L6n<lohgRv9Yo9vS^#GHWCSD
zBk@^aE8h<YdwTL$R94!a?`odz{u&$a7*7yR7u3**Kd!F17|U0F`Rc<QzOAio)Q@+Z
z?w8Cta>?d91{Don5B#vOum#!H|BA`T6sQ#=8DgR4zx7hR{Yt`;?V+!nhlj_n+pstM
zTrQb=x#i)$!w(SyZ72F8y*QsXvE9*%Sj^Y2u+%r{rn5E0-RJM$zehqxS8eumF;3pW
z#ls8C%6h*3dw>4B1z(O~;<t0pe+AfI1zqIJV@pd*h+u;KVMQeWH4;cw1U?;I-7`-N
ziqA-pm_pKLsKy00b#50W$1eK%X>$46<mBX>p0{-~N3Vstj_SUD@95|d`OSh8msBu#
zvAVXF<?eZNzGt5JN%Y^h=&-V}#XdX7Y3Ue;|3pO`<0TLg7FKkgKver-9#)|SKa53D
zAwa|h9YgTqnhIyL5M;~HmQg|2w_{HfRMa#6oVq%VtGTYOuC%=8|FTgfwm}WCqUI&B
zsDuP11qCc*I9HxDGbPcNmZ%RE4MsuRCs4Y}#R9xwaZ+VtmGe7n9Gvv3Dr|5tu>^tD
z)ehMa|FR(J8_2ccG{QbLH8m=H+4YH-#8VwZBcpPV20y>OMlIH=R{G_%){7;R%1;bx
zF!=9w5Z7Td9Pp}~APlHe<4UWGWxE`4B1@5JZ#?^k6o37%M~yppdU_%d=PFQ#@jhA2
z+kS%x3buCbhpx$DZ3AoTNKl&vsj*j%R(pDX{(J<fvi$YLz`#I!h$15mCGg9aC+jE2
zzU(t9Xq+lZ6-rORV?erH<Uc)11Qi(VKJ&lx&9XCh9TftNrQH3>PN%^h+38@Rt0NFY
zQAY<2l)uycc|uBwh|aYi(XwBj3ku;p-q_ga+cYfK$TjLiy?``4q^ZXCHIue-9{h;1
zule>3R^s1_vn1hjRmn9Mnmo;d0~d0?-p-}k^Fsv>u2OWD{u@KE%kg!wqoncTQ2!>`
zzoODU*w<GeH&0Yz@dmM5rB><*p<>sIGSG`0xTzQzWUuB%Mn<477kr_#v~)r4e?7D`
zt>LS^zD!Jhd%D?JPTwXnGBP*u$?3N8`bRG>ugu7N)}5J~|7!6!DT>d66raoXSC5>R
zPOemWGy3wO-zS<tOZ4rvMUK1Y?@0#9Y^CBJofgmJv&(O3E6$^%qbi=Q_2X+7BL5!m
zb!=Q59w-LCSNoY-iuRYc!#|9E1OOutR7Kj{@7TDwD?1Z~1ha8pzpjjCOZQFjxt+h-
zzC4|%vo&&daiP&m<@eC~&0;c`q{v@tb`bclSDP1rYzyi#ob1_5^?EzsF{Z66&CN`O
zQeXq^wxw^IVoIHMr_;;t?(c3sr>0^+Y;0@<r%H5Xxp<pc(EQr`5b5+R+yoRA6`c>4
zV7x0%tAzXz66~D+9k7xKQh@NFgjM1-+;~$KoKZ$v2m(MeYW$1M9y}m$HD_^fa14%C
zy85QrOa}c06;Apl8t=|$myY`Ge}G)ExxKWVgf<3LJVupflGo<gIyyQ9@4_a?DcI3}
zQ?4G$%b*x4+bKSuByo80_dBE1#r{2lDKqF)_S>WIg1;&h;Se8p7Hik4%)B!;HrN_Y
z4~mRLR8aFa0oAK$)9rW-8UK?azkPzQkqiJ=pu;yFpG}t=O>`@0Xas?#uzGuS0#UHo
zyxm^iDpo1FzJOVncYuTQ<c-`2r5wJRl`IOYLo8Rh&q&u9^mqbCjg2xV)z_8z6Sj8^
z1*H1F(+<loc|nXXJ?~*6USToCSY<Kw7~mRb@a?{Sej@-HU0z+0v#~veVi!e4EQlZ(
zram|+XycMvY-?*XpQXjUK}JP2vU*BPJm4~T_Iqme`s{a5c(|CF8m{Z<me268!Yk_q
zqWb#!ps=vclg**ny;{p(z5o-cZdi>wN2cNwSV_CS4MWc*S$S*D&n|BnemC_L3!Cei
zd@<}Y>yq*#4x3VyRQbvfX5$+#=hKH~5%=ArvCB!DTDB>>e-$k&r_iGC0mAg<@nAAf
zt_(K-Ga{hcR>*>z=#C&RR2~)5Z39QpAXd`V<aPmVw&86kpd(r?HWR}kpe<RRto?ZU
z%5+%p>Uun1d26AG$HeWE0opUhs=Mf%tStSN&R}r+YnDb<R^b3pU;$W_BV@#!6BdS6
zS6>f9t=-%|F)?AfsYZ=$TEC{Z7H6Jv%;w`o)E_Vl135yG$3DM<5hA|9AI}w~>hUHW
zS{8Ek={vvo*}pV%x9}T$^EapR-{Q2?njUxI>FNLY@`8#~{^9=a^Or9f6$~Kv>z`M|
z#^U@&KLw~J10c+zO&KXE(0n1rFch+H5PKqsl@r)i@Dy`G9^c;G*<KwR@BXSp{QuA_
zsF)Z60s@Uk-GuSn4zvKx7P{qe=c|{J$R%<5fN0d;989kByyFI)+rY{S9W;J4f>%fY
zr1?cg$~$08tfk-tRU@eEEI;Fava8noq4T-O{Q<RPY74y3L6>(z^;-{;5IIHEJOH3(
z&3frRw@&KhO<nz0Eu@u{o@@>*9dpO!IBpIShxe1>feNuPkZ3;JWyrG0^7idpaKb87
z!~lXNaXX;o$|WnAsi)X0Ou^AYj0>W)T4NGuANU5l^9B?Nw5ZE;FNs|bCmyCDkX;XN
zAq$^R4XTx2f8dz5tUOP_iK*BZVE#^-R6Kx*mG~*~O}+D1JroR{k3aWEFvE4M?05YB
z#=p{;%vDntCWzW8e3j+n%Oj)lQawE*!g38AlP`~HLw#wpy4luAa}$HPG`wg@K(JEq
zi}1O<qdwsE#JtP86K#9y-P{j@iWol7{vl`SZk~hlqBhSYlqcWC`KorbTgIF6z{w{v
zI{Uo*U&0mW$f6cR6$lkRM5${<)$-NInfpEc_<eaf<X(gSm7uW~i)gRXRuuV@JH!-E
z!jOCclJ<28&7^^v6pyT<SLHN2FgTE2rr4FjOsA^Ie@`JS8JjMHqqM5((0Q?X$1;7V
zmvLMTcYGLd$bq)5H}1O2SI?27k9<Bv?CpAvOM6p+A~oWAg`C{I6vT_RnJR|F^cWXY
z1Qw=qspIEQBF1y}Lx*y|rfM901B^?1$gL|x^%Y0--}}#qU{!r9tCIIMDo*BLCHIMn
z%VTYKG8a69iik_8OH|%?%R!?%m*7jqd*Yg8bMG$eyppw(SKlQq7Hg<m(b^Pc)&o02
z4D!EIz#r~DM50tM+(pegJ|?hFh8%8Bef#qrQ9CMlaVk{1Ta)bMOlDh#;f&!Ep|oOs
zB8OVrPM0DD^}Y@~3m*1$&5)@4655#4MvYb5WS3f-g<ZJDmz=#M3L~xMTUZ2134WV&
zem=ij;8@QEmi|@$v6JItU&-f&9`0A`aT9#JhN9Ri<o;c2kIyt~@mimxzR5MP-`;el
z-+b$L|N8zl_U+wcT3pEyT$Osd3m*upU$^#P`g1HKH@wSo92;XoGMfDH{{sA4T1v`S
zgZ{mT`~B7C|1K?t;idk_W%lEKOOffP<&|t_>Wd{yBM%b{%qt3%<fKfOYkAz=GTlk_
zgYt?#*+&sS;U*D;Y#k8avDVuTO8?EB5h-eHJATt0`FSvx3u_#@ps|Np1URA-#m+Xc
z+bWtxqif52b@zW2@X0u4s2G9K3O0>T86Hw2iAW)DkY1fUh%(xG%Z7*;_qbz9;)4i%
z_R@bO06uE*y@+|^PDw^`iaIPC4959a3YlN`q;iWxD!&$ETtWoI`t|!wdqvA_1g)1#
zgNCSwXBLU>7cUhqIUr<+?3`qKNL<dC!YJffm@LK*)e<n=Cm;NJw$ABpBk8e^bUj-U
zJ-%&^r~HeZ?>qMk!Uc#7PlbbUKhyvab*EKV2(P+N=gut4OWG3J{E4eWk*wyDYwlwv
zW~5;8-5rG+@hSsjdv*USN!SI^_5k}%<F(A@Xq<0#zm`_ZG>o+csNgFv4V?YFNMOZ3
z;!1sKhbJ83?>_wyZeS(ea{XV=*E}5v!Q`tdW+u+dphNL$q;nxn3|RCV`posDmABi4
z*q8RItTWrEhlO*RkP-3~O-(m=t1sH}_GvT<#5pT35Pr0_T#X&A@-mR+ix&Zfc+>Qr
z_2|@LxIG#Kp5nk*-$sG2c=aEI!~gVE#nVAS7DxDWY10y(2bKJH^V8$WOAYSilWCt@
zY3?%v^0iE-kNdE7bf4fes!Pp@<DLi5@yE)EOpTJ3=@w}1o-=8xyOSrQdBZ@6?z{v)
z{XITIf~u_JLO)hjq!G9dX47?}Qg-;fIetwHPD(t~fSd7i_`{Ue$Tw}20UPw66XtLA
zX;$ths$Sz6UW6&=czg-(+!Qn2`yF%;G2hYRH2N9gC4H=%xPK!<4YK-jQR55TH}3@%
z$vs_nJP}Z&v&%AQ1pl61yeKH#CbBprk#>YTPp+q)i^`Mp6R6$597bCPY1K&9`|wU!
z;t;aIG`zNjiKOXQNSMioS=b(t{EaUPOTx`=*S%H4Z@Ok4PLsS-xZCpFI)bCKpIPFV
z@tuM!1AS~CmJ5@}RfA{-zi!aK=j7B<x|$HGEkGVorXzJ@V8Ex3mg{5-AYOQK3&)d#
zgt1P-NoyTRd3;{5dF;?ysyr)1r7lPj-JxSTO*;M9Q|{2Vs&i}?j}Ehorjc`&v?&&a
zL;It<=OO!k?q+66G8aGTG*Ky{ojec4zxc=q@ul_OqUoJ|Ye5L_JWWOz5?;}UDdhVk
zzP#qdt_%VJDR;@+K{<)mktS_qvfFs8l6$^fJ7#nI7NK*r0>@9uPMX<b(}5^{9;>+O
z-OAtR5JsXA8S_FKi7w`HOV?tzJLCk7Y{|^pAdDOa((uZ0av{(6*c%1H9F<8P9k$5y
z0^f@Fzkr<rBON9j8tT!jK9`+eiG=ICkm0tWXT0JMtM2jkyI2f8o+EgiUUxMk-T%RH
z2V!_tB$n1;{nbaR1PvO{AJI3V5lxG08r*x<%kuewDI%C(*lmGtnnmnVs}3Fh#gokN
z;D5Ke!-`UXY3R)uo;*?-@V$@yvtWx}u6W5L(rFdjM%i#l^M^Bq#(0@s?2^{FcH**k
zQn9mcN7iJkbB>u2f3Fdx9xh6;?B4sX>iWGdv`(P`@{3&#sjd5n+_^>Fh@O<dJD%yf
zRk&xujdzcs%={fDez*4(H^J$t(^&qz{(_kO+M>byrh^MjRHEfi1FS!j&9T(c|68!D
zt})0F4Dk_45nc1>Mdp5XAWWrhnDXu~@gxuTP7qAK?|wM5*!vBUcSC)?iEUw7tI3Xe
zclnV1;-Gwn|8o@t$qgg^kVAhh4dd@PRO$=njk<=03NQ^(*QPV3d&vri<#`1_P!mgJ
zbuf3WtiO1pD6qqu{ffe+RsKAE{lzEJ<%=e@s!iDH@|&e=YpQ3If3M__tU$fyet6Yj
zTpK;(140Ua<np}v&~E81RsCly)G@p5iJ$1X8%{mG&9X;k5ATC6%jm9a6jE`qa}V1w
zMzQ8zhFoIzx|p|re)5l$*%Jo`8P+S@*%K!M$9ciw$mXE{PhI%yST0gLeq;h8<s293
z$bd=zyBIrU<oMI>ORP<}z=Z%|Mvi4k<i9tSbq<DMa`DN`d^&_0l~jc1PY#DKvT^(h
zq)uFGie~$BV4A{}0;29(drS`3N8#h|f8)Gci;K7M|1T786hJ6Gy?pO1U1hzL=gzQl
zayU>X$f*@vV9bl2RLpt7r{ZiFYyW)n-sO^5eqXmIo*|Abj!uS!_up)qA8UF>DlF4F
zBjY{KCX5xG6k0WB_{fc?b$+mMrdxSv5cWMRiB$HkvWw@}GYNrvoT`nk{Jly;sdCLa
z1QFI2(eX@rd-FBRo#p?IrC2b5);}I8vWIMXmgEkWx8QY}5<jl&FIu}pX1!x}Db5_2
z*K64;Jj=M2JU7ECBG3OmOO#e1cqxq(w>ouxw2(uMWuJpABhHJ9&4<9K7~O6X+<)`&
zxE25fYdGmN%Gq;{ntDWW)f;mH(#M2{YmF>{Vt;zFWHRMvNlsGMgrbH(iLju*mrbf>
z+AM-#oIJN)4W0{kXz~6G=OqVotQ5w}{r4z#9y2j91&LBj_QdIVYR-31ii-xABfE&1
zCf+MEVyHQ5ACo^0!tL<ID&(O4Nsn42bB~CrGGs3P_x8u%y?OJ-#=*gOzGqeOgNUy1
z!#D6S_CHi;oaC4NB43Qv6Fz^75aIQ~U-579C|y8DUBuL((*0#DN@y6ABJoI{$9mKe
z#W;1Bj!xAP>MT5(yDt2a`L7a2%>cyfk15xm{nS=>A;=-s_obkgI04CfT)}h&m80H&
zSU&3-l&2_lq|~0RiMOyY??X42657=qz6YRgXwge-9U*L0U!#dz*ZaR5LJ8+m`7aKR
zsPlw->DDqm?_Eiw5neXFbirU1(-hn&XeXUN{<<RgHL_yBE3%U1G#53<HQu<Y{J-}t
zD*@8rEjgSY@9Cf#j5oClsyiLAU-9TYzVbD)(z|nWE4z^A@u&U9I?}xekU8gTBDYfB
zu3tCXulWA;6s4Dc?l>qg8NQhm=h5e-uG0J7$+wtWn5Mrd2>na5o{~+JJ^3!0(|Rjl
zRQ8-6*ZS5T3lU@2=Wek1Qh$tG(%3Gu5%IqVp{Z*j#uDDiB5zCCT0RJwUgI5is__Tc
zE)npE2u$eC4?e!sBqtG|^T&%0MsKgSd52Q=e2<ujOC^ZBqnj`rgT21%2>=(qb*HdZ
z$K^e(U(e9``u;^9rtY6xjVi9kBqrdd(R1U`B4Egag=|oFy<ffnmx4eZ%fKLXH=@>S
z<2n;B!r`wX@Bl>5;yG(PC*6+-*{wtJUzF<jbVT0Q+E?vwN!0imHbK~D>RWw!U`wH5
zkKo_8=yC>4Y*-TuHp&!PAL{_^5#PA9idYOTo7<0M3<&tAlw=jJv?AR~p3}n7u19p`
zEFZ7Z+gomh9ct%0J6)jnt{GSBI_i3c3?aPgIA!z{Cxin}uqr7d)0xcU6cryI)Y!-i
zctfG*PugZ?2=@2)56{oVqp4)|O-$71MWEaWhzBH?q#`kKo~cLo$Y{%YYaeWW%afgu
zFuT57TC#}YcX}(OKY!no{pgZQ+o(;CrO#WczWU`Vb4@Zv(a)_RGID>FTEN3B0a{r?
zLjxZSt`6MYV`EPN#R>=&IG_z7fsA_^`31B&MTtc!ByyV?R(j<Z!()#bns&=hj+NJI
zC@aplhQ5bI-15vJ=FI!rE8}I|p!r%23r@e<gFzZVCxC-wt$i)~AmB=ejsmZsK&v_%
zr$-@XZ}^z|wH<q%9teuqk9#w(f2InM=E|o|-b}Bpy?g%h<?7*b$JR(DBIwHGuR}yB
zd_*Y>K;|B`Zk`l6i*~9&AD)F1u&abjr-x3e$OXKC3{+D5-8~_?@r+2DylM*HP>1RS
zyz2zWmJ>vV>t4oF-FbI=K(sOZx;v<D9SJs@d1zcP``0*KIEaP$F^b)ZhV#>(CWUbm
zhk(aTd~GqQzuX=WB{c!Jcnw%SBoq|Z(L5ybPR>{Gt}T}<sPvi@Svv?KGEne?$*HwX
zs#4B^r*9MWa+f{;>A0d}AWLVR|JkJmV{*{!F~X&I9nJ=tTTFA3!duum0j+ZgB$6y`
zUR!XO)7zvWcCm%qRek;J995odi6tI$Clo}5pSOJBAi(-G?k58rmzS%Nnini+aDa}y
zyt(NZ8NqVrCk+S)0Mu<K(4&sP>>Vo@*3u$CPfuT9zU7aZ5&fqzS1^UOvMq0FE1f}4
zY~;HFLnO>s40P}0Y)n8~2Yi=O$et5&G3gBED;GQE<4vHS=aFneCUQlbYOh^2t0iTw
zGJ@bo;P^>BXKm^(k@HcL;r(>Tl!g@@Rz12rZL0{wAKA7Em#BU`2O{#V<8nJZl&CeI
zwX(8ev0mVnNn}S)Nl8iSiHnI@0?byO%`$9zN5@E+fr#?sI80$Q3TzZ|Y?MMb{45k^
zlmOxMrf1|6FM-+z#5Rcc>8br-5EF}z`3DwmcjEl=0VhhW6_<4UY$Yy)s#8G`Jd5?_
z%P{xT`+NG$@`&CJgyqPswERJoz+5{#9dzA5gF8Kw`P9$qzK(QqJ05R2-WlOP@QNP}
zrI8<qDR#ciraMwNTIp~vtL4Kzw+M+q&p$`WpU-0DQsUad_&n3qG1#bPGJ3W(B2xTG
z3h1^rORX@M*95uVTp)80uNRKZGh}dtgXG4%Zj*|KbHX`(H;2IBvi~aU68#|&pE(`5
zeVbXP-^m?05EzF%)&Ep+sS06o?`6TB*V`-?b49WDn3+rmw9xxuJ79MXGndgUSX$0+
zmo?S~>CtWdJ<J+RIDsv6o?H))^6R@ywHL7{wcOftB*nTV_oBXO`!X&j7wj8gQgYUo
zAvO|+*V22aO3BOjB(RyN)Bq`k9B31ajEobnXhD{B+CXRZR+-ko@C3*eec@WnSk)<W
z2Xp+d0gS{U-W5yA07zkWW|`^?>AVZe){mBm{l>&H6O`(Rp`_1{<pWr1*cmX^#wlm<
z33m7qja^9`mMoE3CKwJn2BY9fYTVP)Vz*|rSm#@Ywz$CDn{;6DdQd)!;Mamy%tt}N
z!EOC-MwN5rvc19h9HsTAQ$mdCAZ9298Wu<ekk;PGh0FC@BguE)Ot3fF2n>!RkfNO)
zk+S+T+irEW_@p%cHf@*Q;AMRJxa@*7EY2in1KVOyWmzbK)Sr+!o;16h7{aSGJ~oqc
zo1}+Yn{GT}B*|Wd=<4-WO(Ra;O9`1=G}_k}w%UrHA3L7PA5+O~Vgb3{A2V~59lp0)
z=VNQy=fc<gu1(MUZ}H%bt*VJu-<t%0Y1f^SIFx@Sc1!yjouqdn^r;lKd!z0(e|u^S
zyd^dYJnOL(Su|Z#q3v}fZ2zNK2Nb~HQ3iaF=8|7|2>sgF1A(L$Aq8FHPftFTY%Uo)
z^2a<bI6gU1o^{-xt2f7gGhg}c#}j5WxK9QOKr!4Qk&6ZF>Gxwk`2^PN$#VnRYL{LA
zaVl(;k<S|R-9Q730K9$2)D#|2Q4S9e1p#eYZazWF>vsP0od+H^wm#60p=GnNu~Gm1
zdjwFvfgJcWk=@F$>38P9Kq3ba42T}V!?%F~0=>l9nHb=s%dKYFL9a<zN{;&W^G!dB
z;J2KIn8e9?7>Z4Yo*9<5X|5)|5A^$)EM;~}$#PqBTVgQNHz=fNI9|bC@6u`azDmDb
z`j$cC`Tg=y9I0{o?>=SI+Lh<9aiaPI!H7wlsZ7&>$guMv)3o>`jYL*UzMBNI^^~Y5
z@HgX5SquJ#+DtL`m6$_z$M!pbCwu!E5cWuDXez&ItQYx<fbrs+I8<y>dAwfmdugG`
z4WHu!(TBOZ^a?%(26W(b2nq>l?~A1?_qcI9Jy=}K^N<h|Gq}Axa=yJR?>qn3P5>>f
zQE&Icac?Hzd~eo*Pw&ke<OP>aV!&YQTFIRN>HY}FJ-0UpEtluB)<?6}E$JeGkHtL%
zvNr5$HU?E#o*t5o+h!wMOGwAUhNOGSU0%pFXnlwAA+f1^-Ln>PX3Kvsrci;j;jDg4
z@}ZY-#i;EA(O0L|(h7cvcOmi+i)(*2o>dnscJQw_m6Wyz!~>MaX2b_@^)E*W&?Kgo
zD@SJg(62bY*zW!KxZCutcg8dLkVAuQmoASPh3jX@2l4TB>FN1H9(qDtG%$}B8<F`(
zsl!M1bN~u?q)?p+8?PnL_H4oJzyOFj@yrIWK!=6{mJ<yPjXWX?BO^FAwgC<ZIL4>~
zFcmR;`SN8L{8Uy}7KECv_gA%r`YZEsq-W2baoVmt3JDGU{Q0vFH~<P>UZN(~GghfZ
z78aJR*;*zLx-c=t4hxkg@<4<l2Zjak$tbC8=hH2$>(gyN04K=E$h=S74a@O8ZqB=Y
zRWf~TE(RnyR7(dk@^dPx6~L=g)6xpNyYs$v+j|YnBLr46RV;ls<gXKRwgqN#?oE&1
z=OUO3;gF}c744(LKy(v1JGyneZ@+|`>EPee6M7RKch_Ye!nX>NW?tqV=G)+H-ctlT
zyZ_?QrB_i>*KZMoO6dy2zJUpgKhaH?Ipe&Vxa{NXvBw1fo;rz1IE6E7g4WH!U`udO
zV1N1A@Ds}<$rgdE_lIR{J@o;61#bAANW8n|PGvP91UNr#puPVY?*mK&w6!3z$Z12|
z8s0lQbAoQBj`L?YvWK2%cO+>kTHfXLHO2qqSAZHbgegAjkLM{mUmlY0?(NY{l!{Wc
z0Ub96CKi|`h`8;Mnwy*Z*yU4r+lJFcY=J`t*jWrN50`-u6d>4oKXm=$WhylsEok{r
zU&6-E1UUYOt}kT?2?_DQD)N|^+rPbC7>$@48-s+`JKK0qr{VL~;E#ga{Zv@qlXr*y
zTv0d^fx_>L$Hqw+0W4mwgc&GfUE!C?wgZ#s;V<v^NQYH$3N^<HEx7xaCt6=-%BOH-
zPj~uJy0+TC2b99ka?ZxkK8mMGhy>FEq_utOTl<9g9V$vk47}&YZm`-1I`0>sLRvbX
z-?zlSyo_cuf`@!M86w}i*W&f8K?ZZ~sVk{}ys!6AVRirEmxf$m_XvuJ=mt`d&k+9&
z8jxGHB9R|IX1{BNqH8`ySse5T621a7VKD9y@w;oh0H%z=!9h;@t*DAaEk{T8=9~TR
zQWs4Qztwo%FEJrYz-n}OXcG(gAfP~yE-x<wSrY=`bv}f&+#aL;z5>`*b%U-{qa60*
z=AbHa9>hB|6!rf8#(KRf6;y~K&B~n7gTQfjxk(Cdb=Z%ki~1A#eDsa?-m0smWK}Ii
z4(p^=IZj6%6GN_)c5gX!G{&EH2sf&nW1x&$O%TiK91@jpjFr7Pg}X$%K@mmy6d78q
zCcH5VFSKwDbP0&HlU1+F;JpvYVU@b9K%7tHUd7bNcl#F+KW5B{#&~?0pG(}PUATel
zY>)w=a<VaCI^Xab0Ps9z!7gBr0q|dy89D}w3dH1Rw0%M+j2U_<pHifzQJe%+t*;E)
zpOBwYK_Kkb3t`6nUv1xqZOvW)g>!kit(i7BFc1+`i9m4DGA?u4)=k-yj37p{v$G)(
zb#-<3!#2bukCQ8Rdc9^Hu5dFT<wMbC+o~d331emDQd|2822#;#>@2=G4BLg@Qe0KZ
z>6O*bfHD>@7ojy)VnXh=u?5&4TwO&s)mXwI)Rh-iHAbI`BqEn=haF)3qlP+W=LuI%
z{Awr8v)hoZrTIH8Dhe;<>fj%vxwUOY*wXp%zzCj@bDv8gkvmLfOUE(Wu84N_^jKKy
z_^?!}fHvv3wPpJ5-Mh4`tVaMA9$s8X0E<WXv8Du7^fGuzXjTD<ABb+@OH2CpJL7Lw
zuTptkd_(b=C}?Pq(K=fD`%!^x`6)D1I=kn2tQ6EG!|QpA57NiR&d#@`rDc+3yIp1K
z1h{}eSc<#4auX2|Ev>HleVA`}_S&t1_BwB1DiAY+5Xk6IE7^}|CN*>y0Lx$3kOGI^
z`+;u(x3}(48xN>$TfZuEg*<wCdRBp$+BY@xRWOm&ID|Ft$<wEPff%G21|k#R58@b`
zsP}<$O+HBUTinnda61(h6+xxxs;XBybv7`-H#KsS95n-MT1!Lz2dc2N>-ge6?i=io
zF?je#?j&kxsGZ})>SWQCCJCm;2}@2$`1RfFku&ZHElakpscyn<q(HB3Yc4b%i+;q5
zFp6Tt%V_OqW~jZ3UF;1{sm7Cn2#@VG1Tk8Ny>uM^?j?+rPX{d{pD86kt;(~kt*-6@
zr3GqisWKgbB_SaJ_5rp2oZ>KG3@OsCef)c>v<Eaz%~`<x8G?6odDwwb?J1}A*T965
zX6bqf>Ry@x_2J#c;wosX>T<-Ty+cD7zbA{8wa3Z0xe0)nt$sD98PT(90Bl{*?hL#@
z_8#A*fYF6ct*8|gSkPS3YZf~?;J~}={+Ynm#@sN)#CCpGL=74f$YiJ*J%0XcX2x)5
zJYS>SFhGmk$RoZXa>mmGiTpZ!9PTk5(_5AIjvAVp=~mhUX7_)*Ngm~BmhawWwRx!X
z)&M(Tp1S<WIFh`)Jn%?q{1LFttwzW6uu(i*2(SqGQ!&6Fty|PQj6^q3?i%0^=8&w;
z=@s<8zQPBbecO-vdFJnKB8_92<n5dGLefk;#Xabo$zAW-Y{RW4r2^a1dx-qHyO`0M
z39<aW1a?FAtZTaRujb3$^UQ^|euq#w%O8`xLpjID3M;~%=0oVMvlzxlBG0M`1+WG{
zxd~WW;O}Y&XI<`c@*a(ppXmPnzO1s6&0O#WJ3B6bbUp0>s9Y^eu!7>^2>jPulvUP?
zDX$^vZ_LbS5YX_wuTD0h4!9-Y^uvE;is^ZGroLVS&MgD<=cLriH9Ib7)$qK#PS4Ae
zEM)=yjpgd8w;d~8p<Ijd=H|4}=;l~(7TH_;6iQRNX_D&k31HAl1T+X46BCBO?IE17
zh=?lx>`uqH$N2eg5u_2)zm~18xYX8G!Q`A{VD4PHJX$sHQO`Muio#5e0QFu-M~BE{
z5hqT5a#K#UetKG?DU!Te!mH)}l4%d6ouq<Eh+c8)LTFIoEV;O>EVbp>VN-lC=*`OG
ztvWKq{(xNv|GvGb^EQHQo1Y_P4WAi-q?Hz|{Y$sq6J}q-eT$uzY9cABwmWy!>{7f}
z@p<iYyh|fa<~_aE!O$jja{qB55M<UZcQwcFRqKJR)&TTWs=b?;YKyJ;?;Lh^b}_R6
zLNhxb>c6s>M8n0!b-q5O0SS_&6HE<47nsC)fPGirI9ogY2&6G32uH|plbh4&_820l
zQO@_bTwu(N6?$5)69LAt3=peOY6sX4$zr9JS5|z1eUXxk3<Ba2nA;dVZ}vC<hDQ_p
zHP8&|_cHLRj$AdhoDA~x5n92(z~Hl6;=8-MM<phPf-5ceex~db>;w3W+2#1%?o3yc
zT}poGCa?<~O{nYTTmA<Ai|g|}sAVxLH+MDF>s|;rfej4}nGM<>^{#)bR4M$IA_z*D
zY9P9lAPNwLFcLnkTqAbN=``LPmy->Ii#y<2r5maQ*3sk$%`$zT<9P7i3-?kvZ8Pj1
zKyj!_k*AHN1$8T?2h<4RgNwGDv^2qk9$>JDS(TKR=jh`M;;z>zL7K*Dy+*n>ld2Be
z-t|KZILPpN#sA*3QR8#Vv}*cgyV_p)L**3C8D0R5JKmkqX?aumGVgEaNq6o52m1BM
zKxr-Ng*j(o+kK&&ksdG!ydDvFxXrwMaK17Ez7nbfU`SP8-rUUHjqX{c0an#?Y6b>X
z3%a;|9D%#jXy2hty4j&5uIQ6FJ@=!43gQlC6bK41-*y2PkmjuQT%F?jT_kw+<-NUP
zNE+17O2Nb=zZVa@DPq8#9Mcn@kU*0n;8ijf@64NGXIZFTss>CJ)#n@^<`kfQ2V))3
zj#hbFKyrYzg1Y?rYJi_F1eo9|YvwCWA}g$}Zs=PgzWpssLAKzfj9q+H$CQ0oj*5-V
zcHiIF$Qfh7DI7I1F`3G1o~<&=bSHWC47psR>0Cq%IJ|@m4AQ$l6130EXdOsg^+|PB
z;eYbsOl;Z+tWVfT#ZxxhHz=$gU~%C=!(kFhno~BuS*#e;AWJ}ocgCL`oZT`)J+cK%
zpr1Xb<C}Wv<!hQJBTQxtRCjjI;z*2bYbXKiSOGq0^VtPAc{kgmJ}qD}2kyHp_a?J3
zD)-x?o}x24{7-EFC6&3JnXlIX-&Fz8kXX6`@G~ue8kKZ*y5M<Zb^3cs{>t@Wp$Qu5
z0LTI(@Z(8W8bCoz*X)U%8-aoZg<Qp}Flj#(G-@oLZ44&&f6E5FHVoK<^Rd}=%k*JP
z9R0vSzD#w``0}Ib<E9)M5oc8O9{7^jDX~-;H02A$*;0%@Y{s&J!lB^{3|&+{RZI1w
z%WuOM-Y{@6INfZlte_bQ*rZ5PMbn@ze(fI`nldBGa<tf5``IwxRpNS|yZg=x0gsTa
zcy9&g?bgeCgv!p3huQC7yF&!Jcz;+*J_vN!st~Rss%qJS{Rf0p>D-mNFt?or>b7T(
zC`bfSy(~{{v4kaMJJ<uJ7Z+2rvyY&79dx$7Dd^A>_KdBH<N~<=Gc_yUL;9MdKFn0T
z$-M`r+YspNX?b$o4hQQ40iPdpmN7M@{>E-q;I3=C3}Z#W@gWQZotfoWm6<ZVMw#Fh
zH#s>B78aKIo{S6M*w`2rE^dzde2bSC+Ov#$&U;W#pa%TnJ9Smk>bq;qu_(#sNf-$-
zYJb!bV73Id{=UrywKaA&x1;say6LiP1KA0uj!)<;z{9ovTb}>wk;P<@;!VIH;1Pqc
zC^2zxvMZWc4{|dASJFh<F!zF@d!#$CiJCQ4udktr_VWAhni(H7cmMv`RTE7w(I48>
zwHTJ$>EsZ@IyL@tf}Z1)H9nm<jup#F(Mv+Pxi_z`>p(NhF`#SDw<g!{AO>K5{nK!x
z%ZWXAgaN)x3a{o>L!(*>`;1!fBX3|#Eo=lvVUEVes;TLMc&nePX)yy}bO#h+bxk6R
z(Wk!A=D^4KQ|fH%XS}Yb)LBaT$JHecj;HxOMmzlGH)rHI%j@g#pCvo5FOU0~3f-JL
zgQ)Y`+vetUu5@Nq66|osj%h2y67sL#ws`Upyr#YR@-q4dv(vr~7~Bkh#<Rq8eWbd+
zIEVz;gKo?o5uG55cQVTOb{YVPXQyPUnXxb36tV@iJQAcD5LDl?=M;0Og`>4c8fiUq
z5jEcVrQJF|ne@>M`6twofo!Kfc~|Uwgx~%>Xt#YQK?{gqs@W^2U+i#l`QqE_KW?gA
zgJk(W*rWE7v)<wN*FJkwb^!Po^xL~TI{Ye0bt4NkAgYNWW8trkPESPzTSHa%KvW4-
zv*$FX08hCZ|K^c1=vTFJn-gbus$zdbK=S`@q*>OtvMP2jvG^+f$0<zXF*`fE3Q)t=
z$f{UVAeeukiyPWCmO@~x1&a`5*eK<8>r!Zh>@w>bN*BL^rs43fR(8+|OiK$hJj2kN
zpDjEAM5Is8m{&EOu2~-tl{U+|@J4BpZuEc}SZDuDO9Cl>R;$W1y~YX<Qt@mi5es9X
z%F4>+pnTBlHmDeV2ataKgi7|?R!q5Ki6I|Pg3PCJl>yCwh=>U8<cIY{QJmk)+pb9^
zWBpg|{NFgNOO&-CroSq(kGZtj!)QuPy6(YVOfP}I(dyDtnsSc3>M67?u%M?a^j<M<
zR2*epk9_GPN=izK8FJ9w1WeH%^KZHM`5sv50UIx(qN4hMDXDWlq5$4pvgjX6dwb#h
z9@qMlMVh7yja*;pH8Xf4?x_o<86~?5=n8E(ZWwoFCwsIR7KMWnKS=9OsptsB3cn%G
zvZHy_Snv=%GVU!CYxrj3r?S<$QRLyQ8NqDQS42uB+_02e)Abs(0KVqfur^N@6Z(E?
zK{tVy`%f{2B^fwCM+P&4gw;)?z<m%<ehk6XzXiqtU?fHWO$yLAX?1n@S65e(Z{7fN
zE(RtcVJL9cE`cn8cmn{VW|WE(dJjHXiEBPF0U-73{nB`YA`FoTWom5h>dM;MDHjwj
z1vTti9k4tjB`vL*^EL6<Rn2{Gr!Qsx2k^DS16|bh%q-+j`T&*<YOtn9`5G0KHpU{K
z%CE{_Dg#rKBbx}gpt&rMi@jMqP~#@1Hvr|<w+ROM2{WS75Q;ZgR7A<%CS6027<i2m
z6P=z2PoCkqHy1o2s@n#GB69=Hq0P-6<ZG3SLdz%x5Mv)49yT6j^hjk&^}EVu6zM|R
zybSH)uT0rbM*^Hs?U*mc&bcS012Zs<$4*yhlmjr8deHHiAtIm942mbfrbPf)3DE}|
z9j?jBv-XJ~zncbg-zX}69vM_sJx%^}Z-*-@B;+Hd&=oUPxndvJ7m*m6f0MTdrZ^=o
zY?Wn&x50$eiHp>+QskJX%{o)1dM13$tR9PXwj#MkVG~aEqoYb-g+}qJ!ARmf+fh%|
zi~myjnF5VEJwvy8Tys0=-9z3uF^cll>vMIYAOUYxbu|OgXe|5*du$yB)dOc!l!CS3
zlY$p{hK%C^e8<%r*YiJERMK*ZMcqj{SqBO!`P7`3D1V^osJ;^N6@ER>!`N{c+YW{O
z(@kz1U=HnRXsjR?7Jg;&NiB)Oz{n``g7`iJZ9p_%?wXPL(2h7VF82%cJ>IV9{j&YY
z;_xT;g=v9APsHuGi^Rsp26i$sz#<P=k`e<w#^eS(QLOR4>-nyk%_5FP%3O;VDex+r
zcMZ@=y?FzL<G+tSal2oZRp5W~^MgZpOr){>aq`9Hm!a|xkuJD?LH<amg?g1Ce(N!7
zOIxd%5bvTd^p+97!cwj8!rnGFG4t7Q-xBv%BwC8iok<r|mV_jD2P)<7_j5a0?PfH6
z#)?P1!YAGF+rvvSwYsTor2Bo2xDAyg#ytSM=CoOY++Y7@qSvlL1B)4~Tf7Sk3;4Xw
z%tS=5Oi;MFxM(UpzT0p6f>i?iaXqWp=xDfdjiM9mw4Xm^)<1&vxLA6e)++F-Te6!A
zg;j~19M1pXge<!}1qMV53yag83F#|WK$jED9xS%#X<81nwZZ6quki926$2$oH6#=Y
zcL`?I=ScDKg8;!oFvkG_CjMAgS}@0!#5$SDWQ%I~5^m2u6BW?8fict^&>AuJy7i3d
zQ;8G%N}Cnr{KO~Mg()XO6S;m&6t#2WV%^J<hjemp@;z+zgwM=`lPJbR!4DM}Zw%Mh
zZBa{jg;do?4uVl}`_K4>P^6BM)F2eVkRTq0?-L)7KiA-Zy6Abs03sm}P=w=!>KN?o
z>_CSsD=ULiSFmt!ET+R`^g4BzP>V9)Qo&MS2r%MW?ByCxez3GGqFGc5e;)lK=FG%i
zk)^kbJ$w#if}s~!Y8!WHfEEge5<J7dJ@Ze}zl!H`t2w>`0EO#868HZy@sD$>N~Sie
z7i)ECmazlI9SC7c&7PadPP7wDke|ss>Q`@db#={tl*Z}Ew>&OSx{<cA6Jm8-oYf7W
z9F?JpGdO5!D!Q4YpC2CE6jO`!ez}BJq+*iOM_A0OS=&Og6ybMZ-wq5q%-KdB^n|0Z
zJSJ5frhQTAKu6W!$-%k5slqF9pCNQJaTIKU?EhqCe+3@|L=<Esq*l<v$^k@#uHkTT
zJ#%q!0ZcTMS_XqKn07F6aX*0yiEGpyHu5`1u`6uZ-~W*xn~`}XK%3j+j4xh@tzQGn
zzFcuQw4uBRShwQ>UhecUTL8FT=lmrRVnu{-(4k{AqizEP(rL&75+m<if|ZUA6_CSX
z;NZP0Vx7POX{T#5VC1|F@Yh$t5SZlAayF^mhk>D~sp))oHl-Re0&DD5rRR0$0B9mO
zYVCHwd7C9|h5=n{uKuGfuyjw}1qTP?bJ;xyC<qY(c0qw^Q!p+i?x3h*9y7_FXv9ug
zJMJvjPrE8J`Ya1Or)-~a!aimugkQ%&^|;eToHVh-w{dSoK%p8pxG5WR?E7V#PH#`A
zf*$>|IoN3K@xUlOKCej~tDnn;MhN_oLTng!YV;xf)TkOX*eKXvrDUO&BbRJ65?+n$
z!7i}esvDk}PXeV+vy}E8<bO3d(5)TgDO&~t=sDRPGj(z{rKev13;-9k<cP7{y7K?4
zzK$4z-rDC%1sH818yjX&bb`0Xa*cYU$PbT>+Q7yU3<LmRFgE!$HF;#;;GhIt0*WX$
zpdIKsK47<D8C<&u!06#pJpt(E8d%$b^o1DS0WOJv?Hzz9W$y<Fpu`k9!K+q6>qZ|i
zV;i>nBZIxOfYMSXXe9x@{#ekRmcuy~@=o3IEi#m<5LJ)6uBM49HH{KM<Bs6v_GJq;
zk@*HcI^0Yy&OwZh>SNyJOfDa^93EI$y@^r)q7(&EL`dkn4x*DYk7Qwg5)<*g6RT<c
zdckn3W{dfa?Kb?h(+e!(mSE9PCW_&Mz{<L09X4M(ATJVf@$eV{R-tbSBxpBCt22K2
zH*bPj0#&m~c%8igdth$)6b~<Vw0mkQ&cQ)a`K`Q@lN0pxudczw-UbMQ*C{4otC!PZ
zCuZ>O+rNn&8jlQsn!tSaEEuqz5MwhZVD)bw5_kwJD`Q@76bC~;5wEjC_G4*dczF2b
zMXv`jKLm6L1nho+>eo?YHH(Rb1rsa^3pqSF=>W@oq2At*<e@vTzyW>^6QIC0z*|E1
zAHc!~L@-l4{1C{FP<~C^jme>_a>b<X;kH@M%4u;nyt7es(j$<Rq}#%)=~LvOhrbi$
zVpnemrLBN=?a5C6)FfVNfaj;Dl=AwDvtozkG==h`rJe$unw<I7wODqKRG&`}sw|)2
z%OIU~MH*=@XHMOnJ=Rfqfx&~iRS6l72$e58Jiy0Zd%ya$O^)-OPW#q?VlPdG7M(w)
zVIEWSC9LeXSBlLk>{bN0j5>MrokK4K1V}+piGXn)x=8voa`csRV@2d;s^>M0=k1Zi
zx=CXQC=Af;)L0xtuo|7udu|M{w4TRVtd!!s?P~Wj7&MEl9&S(M*G*JP%GD(P_Ej{A
z!iTNa#YIwpy1T);X_?!_htBS93O+vK^Ye4)K|+HtUpcoOEd6bHIBgBX0Kx2XuXeEv
zXqZqL0@MM(H46g+53~6=wam9yZ>+X?*n!gq2?L`CFcG$3ixSvgD1r3>WCq|{f#IYb
zcwkt-u5)$4LDtXp@qX^w*uHEHHzNi$2RFqN@scQ`y|e1e^>Zd#t7z0OM|af+<yWr<
zelf%v&{cH#Z#-o#`NgRtQ;&o}ciup%LkCfH%8|07cyhS(-YBAqcYfdIn5;+g{uw>y
zZU9?!;7EuvKGoZh%-T`r5<a)jZ-LtI4Lr><AO^spAOeOxU4gm`%mtQnbyyzPr$V4U
zEv>A;f}Lsrzo2|NhxJ0|dVidvmX_LFGJ{1XJJhlSeHVZS0OTzqSd;DmsuvV#19MZ7
zfENki!_^kj;Jl$ru4}!YlQv(ipPgP@^n~EhF@q&$h@g-V47B(HG9pc{#nZ;o5lYTS
z5OMhep%DUcJ==jV*9iN#Ij#P#=wC0xkMO1CeiAGi|H|wMm@nQPa_vl&4!PzE5&{(P
zGlfq(+qsw=?A?J0FVOSOeA2F^I+#(}i#7!G?|c~Lk-2;>lotV)Te}jR$@br>_qt+2
zdl?1-k`wmndhmUF4u^kLvTfdf<G#zSIkGDorpX)qR3FIX-$EXBAzD8WLDTNI?1b+!
z4ekOI0c5bb+W}IY+5OT+r``@MuHlW|-CP)f#U!mr;AAQ}tS`5kE`tGtC`fZ`AU9-}
zJMVxKhYHYUe7S%L0i$vh*qq0qQ=_g;=5`2iAdm*I7uxoqgq=mI>Msea7Jh%s4h1=U
za&9GR>?ASsUlsg2niCzhy3GMCnF7yQk#mR=GjJ8Q*T+zmwPf0I_XN7+n>>A=wOq6L
zn;WLj%=C`630ow7{V8&5TqE-$O=&PNE;!Yh4(82X@{l}W+<d^o8fbw2U<WZx_q(Hh
z)z6{R<Ky-i8fBZ^X%+wiYD2`$+`oSP3RZJDff|JXs?a1mh~mrb+*F&xB_Uv?Odho8
z`+WrnN+^9<)Xxp)U0lon3Z$QO9An$SfNbuO+CLO~+Cz=@CYdY?#rWMj>W7}Fl$6Kn
z>Qm;=dNPwF@a-g<DEJ{o`!xjGhBZs~CpTqSGy3BF&+w-#lcb{7rl$4EcXnuFSD^<$
z7{1s#EH1MAVg3Httg!2v@V92@ZjGZwIPsmM%AL1)ek|5S+48tZ@!nS?NBxi`y?q3R
zPcR)`2vt8r!77@TKpn7x(rBxKea28Qe+dEM(V3UT(#lG)#nS`2mIq|p2|m%xXvycC
zZs+tQ0-j+2kAm&=c2FvSgp+SSkFKmc1hf(WF$sHnd%Xd&20Sj5DUMZjq%Hg_ENzwM
zxLcE}hUPqAW>A*U<B)WSm^LX)fBUs!zhd^&lI!W?jmPGDRIgM0>o#pUPY<K)w51GC
z*caxI=+beh*i%gl(tii!Jm3e$`F$WYZ;p}k$B6a;Q|CEC`3;POK-$!%`S&j=cm{7Y
z=m)#_{IY{0w{>r!q6JC`rf?8~oSYmG1{54HGNq6Mgfkg)6h7ydm`F+@2@4B{c`g*}
zXR_;&3I}~K1=exyh8VkG2RCnJh^1H!(iu{h#2&vPdLG2MUxjJE48K@Mo2FJ1wYa=w
zvw`5L0!*Glak=w0^Bp4O-O?)G54SqXDVyA#IohReQrbk|i(Lv&WnAf;M~jhKcYgc4
ztuN^2@@yqqD(v4X(+m?WEea@^zM!Z792i($Tk{7!ukm8RO;S>l*<25d52A=q>L00(
zmX__K7ULD1xQM!AP1@_hVbEbX&pNM0-g~7Ls;e8Jk5N-AcX9IWIiMCm1j*@{Re4Fx
zP|m%HAWMftWc!cE7(1iGc*ExHkQ1)5%?Bovf<($S-uFhGJxTo>na@*_)-m;x#i0jh
zPB!}+&mTW=)-{7h83ZI`JJghukwNhY0ik_j0_W)HNTbEGsk?ptQ`)wG|JIV)1_QPf
zispsG;a1vIeG+|A*><(8&8v_8P4!J!;<-DA9UV5cb`pfO><F@OU^K>-L?MgrZ{3_&
zh{Y^W;^XtBg+w8|lzBSTlbT^%_HNwoMU=Epat93L3`R%cP|=)9l*S)Z1S#JagT^_k
z-+8P2@+qeqyC4wq0riV0H`&eLos^>P%i-A&bo+z`LiW1$5%55)ZY41uI%d^FU3*~a
zbcJqRX;hozfZ!|xfUfa;#-i^)6lf%15%}=<nAJS>&spo7sn9>dMY2O4y>a(+^o%8b
zLKm##YhCIdIyb8Gs>0g8{N9LV*qV$!puuZo{qLNw%ygxr4u-$7N=%Acjf@kP@(=`|
zc`??Yv>--~=!od__LBLdO<q3i2;!`m@KW3GaADL&pOi7OlB~|g$uhW}7C{*J_6{8{
zK9ylVyWe~mDh!4?S#OnS?weEmF<d!dAf3<G^=IpQsK53OR|lhZSD(P7N>so7<J1i@
zn`?A=3V`?PqT*sKfSSN;SFpQza<w&AUpaD<4Sh*uv;lm1qmxYx{_gW%$%;@gK9W$>
zzQTiGrap~iV)6)H@H+2yQg2rNFeR?65Re1e?vcv!QX6{XV&P7ctdQ?%jB{TVC$)aL
z-fnbjx6A_ezd9p7AK^FN!vbe9Og#~^K1`jg2}${f2fhMJ&z+i&k<89_@c#2MZAU!Y
zm$yq+?u`Q7WgLHZQGy-=3JMPJVYLgc(hO;aQqYqRb+_gJAn<*lL4Gk`AO|<~X=x3E
z-j_(ei*vzFylwl(CBoGZc-2#513?9_y4HVf5Lgx2cGs6yzjzr2D|2^7D^+^;_;wVp
z&P%3rNlGX`#=%W39l!9QDRNz6zhH0H=`}LO==SEHE%K~_-gm5>ot;ZygS;DX{=+%4
zgusXK$D{_WTz*3gxS>Y?uS0*SOrK#HDDzv><&<j0S^*|QDbEhVw}9P!X*j(?RSnDv
zzHS%$2KTpDTT`W^P-Yd#k(AurGtWK7PDzEUfZ8X}i@h5lz%yQ`DHI#Xg`ru?QDy-_
z_4)9czsO%L>4rKlgOrX<<e`&wCQfTout22oR?Uz-WwXft`*W;mJ_2|-pCGH2Cql(D
zVB8^&`P{cgF!Y^KiLXq3e{CM^mF?=F|6hB4w=L*H(BC{GCMG5>Z~>$m<_~k6bAa(N
zcGJ=#04yLNzXL$CHUtn7{NA3HksFhfr8c;=wKWKJBEl<xN5EeF`aSTOxIg?K#@;fl
z%C&3To*<=wAW8^G2`V8elF}#=f=G9RbT`r{B^XFcgLH{VmxM@2cMC{&*E=rn=lR~}
zi|yUMKkLVRZ%fyl*EP>`jAI<fKF$sf|9p@y0^~v3z8u6U%o@1&S_c}-6w97-hH%<4
ztX;YK<5oRfI9pp45gd%3M9z~FFE{x{IF(V!DK+a$Ht3&yxQZa?bM|$ApeQbagmaTa
zlM~w`eS%iyZ}b-3(2Tr??qpPnPy2<s>4eza?c3}-@%i7kcKH_Vz-r+ho{?%3G12tC
zNG)v2`EsAPPy|=>xqm86-}KIZ(hJVu{{$=!Jp)4uC_wE#SDM%nSrK%+APDp~G^VaT
zwuUx2=<2Ny&^G`aV+j_SsP4ticx*^HCkVO`!RP?d9O3FiLqUN|44s2Xe=Q=#-Dl0v
zF_@szVCzpFaBBB*T4I*C^Ek)qpm>YpFhMJpDSVY;$%%^M9sY{>6E_2mhpN<RWA270
zfp@W}b<w#z>Ai4e(m%}n6!gbYj1fh@M$c|Y-@bU2j_(H%$6=&6>SjoaRT(wr<TXmg
zvE{ZKdj7k(p0zT53p=JwvdL5(Zo6S##4K{F3O@VQRc7t<sY_83vU)_%lb-t1JikhL
zDgA1Ay^RoI*o8=aDR+IEt1yxbc*6lX^AzX@+n-2CU;xj>V)F<bTM-{W-az@l?b6uT
z_`AedX8s)BV11Ya@Vaf&(-U2WRx}W5)W*rl+7cVdG?<A*4Lx~F>6@fGf^Q4%I?%Fj
zKxGezpG&pi39kku%k)loX$~XU)_Z6&XfQ9kUCujU64-0)Yx&^hVJ})Dy2$*A<Tj&l
zuv3yyER%@30z*E#oRxra&fnIl36hEU%IV!R(h)Lrs!Q2gb+bhb>`mg$GQw;Z!huPp
zke*%*@iy$+nwn!7)(o+&j=Fot=7Qj|`l`#_%54L}dXL7+?l{H<o@N=ljjvpO?h(pk
z7rZYnlBKyOUszttpBZO!r6SNeMEkyZDg9Fc;R6cPApr)tBN|4F_SJt^?jL2O<EE#l
zuWx;_7qkY&JigE(7zYr?%s)gBbfpL)sJG=m@ES2FMYsO;-2N|uO%v4Z{axkYXoWAP
zKe;$PGqZ7GLi=bGnZI~~vJL09BrXX{J)FUj@8A1@r;d)E{zr1H?&I=HmwS9HmI+V+
z?g1*x<DUmx@N)#)y)ZC`>+)6-v+0ZqJ>IdUB!|=@gaa3k2V#(I+<mzo1a1n+qVk&O
zT~>y7>LIj2xa~&vyZ4gJYmDipp}6GQQsP=FlD3KfyC;*k!WX#>>2Y|4Dc&5tu$nTw
z#Hqagv&PAq`CdD!zzW;>Dt4^}4y7wan?ZN|e~ye*fGL6hBC71aQ9`+xO6~Bx^+!sK
z+lS!4K1eC2_P1|E1>frGDxUkMPP?VEqob0L4Ga)gz9ZZ(V`Y_v>7LvB11$KW$T2|}
z)lQ}Ka`rby7fDwXe|dBn>B|0Ys-x5&A{@8l`vV<tiiFv;jF6HR5c}MFA?a;`F0^o9
z6>?;jGyd(QF6+&+ep|xVKW}+*lsQ})ca6JLEc<ro(zw21*SSM)aSGQ%IkRv$&}nFM
zaVFoANOiF0zTOUZWO>^*Y8Y#at+6${vbjn7+Ta3@J)=ToY^i-M2t(Ok&)+fd(Rd8y
z+0`41mv~&#4i{dX&hS$wPPtNa3Vv73`p<Wf`CLIES&@3alV_@b_!Z0wW4J9yzz+Hj
zniC*^q{0t}$qKQbc<%N*d3;kBzy}TNcz|3hDZr%wIU0Z_Vs{L6-~1r_m@S5bT_N`N
zSN7_XU5lD@Eb|M=g2>zXB3{ek549xC&sI<C7ngW+e?R{5E*p->G}|(cp~=4trX-H7
zy|ieXP9=@MRX&5YGoCA1alLH8nzu9=+nQ}H)B)FH_H|D~yI1**S7Z!2VNIOtVa!-p
zrrQLk#}C@A;IpEpYpF(<*h)nhO^iGP<26m`=J*Eo{zZqf&A}=p0V8Uk64{S%)|p${
zn3x3p{!N<1b^G>!#Z&SRV6^k|^FyJwwpOP?!6E`}89r)r*XV-P1PAh;jWgE!+J8PS
z6s>c$D7NqAt=O&0FzFSBr(Rag45{4%2GvCSEun`(W;6ZhDO4%0od?`_HiDE^6WkYD
z^p(Y>zu9mvqdXJ8M^_HE9AC%?91!gK<aUOVGZ5h*d0*$J9%e!fKQmmbUp_b&*v8#<
zz|+iM{G7VIlx6tm$@7vmCz_!mMo^xhp8LTL5FTYA0zA9`kz}u4ndUeK;s~B7=(16$
zbI>;a%x6!%83RENRo~V1%tAqm`oY<2!mCi-1qjlLjWg-?w<(%ke&X=NDB37@jVrw%
zgu|a{<8^h!f%xRm32!Qe<|BV58|NIGkFO-rsgAMT^;(<nwp-b6ZU#H@Z|en?V_w)&
zjnS-;k*D8k!so)`2npi7OHhyRW~lX^N1S7r%O<ZA<KDgd@xmUe>;8A`dB#;;n`&RN
zcm1iHcFe>_cZ=wG?LwUBR<76brMt{4R({5+jmHJk<_DXPF3%Y&3VC2s#EdK~68b6U
zH*4p)h0Wtm4mOyRPL7Y49c7#2SV1@AI*!rV?-JOUZl(5?0MuQkY^)#9t(v;JuA&eO
z4cHwiQAM^hVllBdZ8$LgJwe4QCyMQ~1++zkw%vVwucOPNpZhUMzNhOl+`X@;8BZ(|
zx|Mf$Q!r1EW_n;;*yh+M2eQpAU%7SO6+`$}*^kMX49N=!1`?B8IWVUpNE2bcqoW?0
zA*CNQ-Fu%<eD4wWK~eKAD?Yo+lpLxa&5e|j(52z;!^uNu37N0h>}AO}U=~o!G%GY&
z7w=P0O}0CuE6FyAKg_wx3=p-#zc)8e6p|MgMY0IYE}OuU4(R8#%<cXwmh#&ssx9aJ
z|8SG2E;1%L8%hrj4uWfz5OG>l^4g+6*+!<DU}t&zn&6kU2&gloW=>k|1LHQg0+enC
z%lc_{TNgtwrCOov&9wb>U!tRwtZeP)(J`j-_Yx&k6Q{CynpOEXeVGoD8#1B#HYO1n
zx1v+C<mK0}RW5n?F>UNw24t?Ua$Do|Om+tws+(d7{|urb_@u@<Ua)h-603;!M^eA8
zI=6jaLHI5twEZBc2O&ASItf3a`{P?Ct;g*Ty9P~czddXkd}_t+9(rRY;yxj(4FPR>
zOqX!TkzdU;7bP{z4g2XoihoQ@X)4z4LOLG*osS==g7Af8D!?)2S&&U=DM>u0EI9cQ
zWOjeBmwAE+&kK$LkXSGs92^jS9+2?rftXm&zRGMwj>Nc%2)6^@P!b2{zEr&yMII=_
z7`@3}&SI+{=FT)PXcbnP$Eo^G1J@VRRCK)ZkKU<hUQMma5r5VLY}_uE`gi(Irmg1-
zX4;nZEp%q&*>3y(KIe2zWoeUM7L6mtyVvf=`ebUuZ(%R2YBano7DZco^>BmZWWrC_
zs4zuD-&eU&j*#6xv8zJtkZV2I%l650-HQAg-H{UKn)s>|7l%$4F0kOt`gU^IPPn0r
z%XA*LW8K#1AzTSqneHee&AM-t$9|}2NH3A-pH+hi(Q&XMdL*{UB2AEiG(2a&+*}JM
zf+jO*Y3YyMl63E$wJIeTywK9J+~u%CFg7rDc<r<@sQlC$nacS`{k}3$U6m5=qCOF{
z+vs>2y-yv-_mE42S__T93wOZYIOlNW$hWnBt?J-t)-$i-+heOLHP)6XJMX!~X_p**
zrMMCGPndFK&+o9*xcJ<4fA@^Btjc%xM|R9)c5x46A}b#{FW^D$2hwMMr1G|+HceeQ
z)f3j*W4VYdi3%D-wp82vxlzepm!8zL+?am(`i}LWYvlPX>*J5rm{=bR>g7|*%sN9~
z2rT&b#!4xC#O!?U5VAG7PQlApPJwY+dBz38RX}81HxR*E2A^;QR2+qpyZ?tfrizR1
z*lnF1{`bROT7LUd`=;a||1k3O=_@&K;H615YQLB@-l|xQWh!j!PwM31DILr}^MSV_
z*YyD$)P#PfpK)ZS<d}dZL#X!1ub!Xe6W!UThQTM%Evy>I)IZI1$-MgZE9$C@N0I5a
zgTs>`rv>_v?y0TbcdGJ#-jn=knb{zt>6+n>B*Ut&h3)%E>Hc<FlaGxx#Z<1PQoSTV
z|4$KrrlzUMoU{_>q*$!oJhws)XOv=ibzTkcLB@^rzn)YDvQd>f>A-nG6WCb$Gfw^C
zCKLqaQtrx?JEvDzyvqIV>J{R2mwTe)zFQ)?d`WO^+AQPI-{)7Zy=@cUDt5%;k1mjm
z=p9gFi4B`8A-r)<N%i#T2}y`eh9MeRtwv8W&AxF91EF5FBj@Dxx=^veo2+dbdS#CE
z7GpK4MEJ}9p<vlM*xM@#fk$>|DF)oj^A1m*oR!2_T#q{!m*TcBcgBvG5iL+C)PAQG
z8TR<<s6QR%EP6U|X7PINN-R@uL7tydR}EevygK=&<-bSsorvE`mo^a)7;XhN>$#54
znH&b*=|rXk)njSbKAkx{iAW<8gyDH{$ECWT$6_c(znIsyCfkrle~W#^2IUjkt*7|<
z7%My%N<Y8qRa-8`Xr~K(w<qJ*PiQptFWnq2l-F_}xFLEQIWBr6{wK;!?m)f!#y>OG
z=l|_~I5;@qIgT;E(ym0CPJY=<?7Mmi=~jPP!4)_QlC4d1Kwy8<_cW{QTh*smoxA=$
zJ#WVZHh&(;(<s|wE1`U5NShi1M2S%`{SBnl`_||dTxcB_f=K1ME>|Xx%XBvoHFQJn
z8m&!eYjp`j(i%$uk{7^Fz)unutmbyvCqeyStd7JK=sJ@x4W)@%QqhCdB;4>yFax3?
z3Ra`meRX8)L?Ca|8CUa#+3g>BE>5@`y&h)4>Jfz&_g(}>nlHRu3+``JDqE{8K>dIc
zQ&I0S2xR`PQ5umUT6U~36>Gb`NUNI=0V)IkzzT-2hp>OQ1)gHX4d%kU{%k8boSZgd
z`@Gsp^16v5xvYJ>y5aO#CKS!|4tti1Vf9q*JA3sCFI6JD<5!tFi|YN|)P|$(bLygu
z<EtI|76m8vJ(i%!H0Tb!Cv19`pDI@@5#;gm2xs%p)oSF!1jJ|{bgN}yL7lZ<R*06+
z(b1uxp%DV17Ofh0;*^w>gf-yx*)8=l%&)-sMWvZN7ZX~nY?IG}pTEZy=qPaW>6Ry7
zQO%SVKM9J`@b~I1ewx=8QoFiqT!yWD?zx%Of|nR#Z8Yv9!Ri~STETV_^_=d0Lq@;M
zD8)H-6PsUPk-4H6^LZG?$?%GoXJq*;$~+0%-zkqnS;1_--?{1|%*sH+T7&w0l?0+P
z&HcA3NpIC2(^s*4p^Ls$wkeK_lqBZDDGE3#MaM$k<nd)?+%TO81TQQ)${B!r9A8Sj
zFJApwT)cz=zvJ&Riy@|)rcTN7@c~L)@)Y~TK1}i1iX+*=59ufd*N$dSr4!3b>}4E^
zY2E$1)<QFyzehWD2i)%MQZx$=ui>#T*x%(0(ly#%61H3xQ1|WbV<RLr^9v(%prwYv
z@66b>`&+LHTmFu>Nfve_Lj274iK$QcEgwoIt$$P`1HAtuw9jRS57NR?+;bXe_bO;^
zLN0e@3*1iaB-v%x20N15TjD9+Y35Az6MmCT&RH;D3X!YfX=vyWwa^UGMR!P<QGXmn
zblDX^GW``^;-t*OO7@iztbnr_?H?*Ls7CLkI>&3?5cloyaILoE6}mVfx4yIR-^`4h
zcHDuIM@F3LP6XXFz?Kt<X4OWaAWruG2L7@AVsdeG`~kSq9M3%E?De2foNR{gC8SsA
zG2wk~=n50KP6IOD&E}iXgU4qZFqarl=p>3pJ>iQeTAZXB^jh$Aa2<2Mz3!GUT5GX1
zv}sZwpGoyuWp8cSP`nU7W`E<sN2%s}oy(|qeQtx_u4JZ%JW*}w9=Q^cRLr(_TEe5T
z^vTT-uk(?m-M;UFJKMv1jnXqFyC1ZlTU#i&Q%~}!82$+l9u~^Dk7V8V6#g+qrstcr
zJugDpYU=?%Eh~h0>2HG*!C14|_$}ZWLqOmzn}hIE2)sVUpB-S1ZZ=eK3&fc%n9yQi
zW2XVZ69$grCMFOM;`IgP8Ra8FQ(x<KqGw}c^YuXKIs!m2&wME@r6~Ho1%4Ett|%PI
z5?j3EUfCD4)5+-4yg8+Pc9j#;!^qpbUdac|LSf$h*s1Lg=ce00ouhWL3{CCE`J?md
zxHm<vjHU{bA<OFI!`;nS?mETXA82o-vT-)oJ4QRx<s#Vc$hKc^Yh>+F-JHuFLW^q@
z4$_r5(epAAL}L3e|6(u~OBoe#SvS)<{|;Ux7!WFrv66)HMF5vZ%*coy;DVvx1pJ@O
zx<xR@Bfx4<t%B-&HT+;GqS&d$qD?bfOnTI>lJ_ZBEw}7<oI|#WwsKy!0b@}>d<F&i
z2#;TA;QFt1^1hMu((jR;zD`M1Q39D5vZ5fY=bh{@9KHGVoZy>Mbl2y^p7GjSH#pa`
z9}-FKA+Vn!>^`PZ&SLKKS5>$3I&xT9r#k!}IpmCU4bxuV&pVL_!-K3Q-STsi`{hVA
z70L8m=gX(HhDFtj@Y;4rBejA|vb9oJmkJX~n0N+B(L<@l455fEnE%egFrAEDPsE9!
zOj;rH3hh8x>!w0?B^B6YpO0nbtL109GexN%VWTE5zrrr{H)+x^!bdA~zfdyM6gz5)
zB+#cV5=nNTfxe91K3F3j-qPufzc%gq%guvgIBlKD3Y+!p%euQV^8-=YseE5J^Bpej
zzMRpKOml017nKf;z<|+1LE;M9Byn9tnhAAN;Pb)?uJ_(p@kaiUyVYcnu8@7Cg`B~W
z<_GYCeMr=#C(`dte+uK%_dk!n+(+&YavzH;kty)|AAEs^0^8nj{FthT2qvoQZjvcJ
zKblC947-laCO@iPOYg17qR620P;X(ZxhocwO6YpYk?KY3Y@d|n*T{uQJJGOJDN32h
zgPG8hprDJpBotfJdeD1qwUx`h1O7S3GO^tJ?@Ay{#YL)}OZ}xLY#32Wk?C8!1xvy$
zI63|FS=Z$q);0UB-$|=HvnU_TTPw)W?R&|ck)ueWgjRn|>1VW(yh8I&X$(z=b&<GS
zD|pDL<k+eOMiJCzRvrb>pVgh{*W0YqM<2)x2}1w<ZPks)d52#go1L1H*}n6Bv5o1c
z!G!7vT^V<<7HuoMQ+X%HgBzi!MO2g(_-#sLO15|pihEjB-$~pNb$tBwnbj|UCip*g
zwI7bEfjPfC$T&(nuQS*7LC)6!WwiE8wEU>6h7+xZH_Yr^{EPp?!AZ?zWzCiyMt-m4
z^?gB)zPwkAM6d9x3Bo{rv*n!1v!7dOOJlqkCtmHHWLx3d<D)0(vz<F}pXEGn-7mSc
zh0V_4NjE99_0S-x+1%2?;`|~xB;nDEj7mSI`q1Ly>_J)LTQEPeRhYcFWxu~#=#wBt
z6IJr>r)i)8#7M$miM$B5y3>;X#_;r`bOu*fhC}BK1ess8R7T`}4#{sL=^}A59U0Di
zD`&SGo_6?U;>q9X9#Qo<$@=Tb;x#at%nwj8TNn=8)5^rl`6wk*bhKcCst^2wOXgsN
zC&aslwnEhHvo9O9tW`PsxNkSfJSQ6+)#-$n)7H>L&^t4Z|16)q_YHDhhz*12EXqPs
zDkKCJjAbe+4!VCYfvwyH+V{`_^PDWjktlC-avM#XFq?-|n#Yz6M;wb=;s@01Sp$@6
zmq$W#zS)^3p&PYVGJ#?9I-LAWW6y*h1<&X=6$@L}X`F1=W2&Z%E_W!oJ&N>lqJHOd
zkV+!UT~vCbaqQihd(G;b>PPGCH6t!UIN0yaRb~v3Uq=6ZC%31@|0rkusC|?Dq8mk~
zEVh`+5AJ7aMXO)V|NX0+6i%8M%O>T#hiUgNJw1vGy&zAOQVf7bxp@8hCdOa2!n9Fm
zszR2{W@4r6F4?Hh=hj7pITzivn%ASv35LU8uB5#Xz;r#-;eTJ%kUjsH{2KCY;J8I8
zUua|p5W?t1o<e>wn@+3QT&^O)-fF15jF^mFVOmlp<mMEfD68nb$Qxueb=n8cv{m%+
zPE&s~(`KxjKOdp>SBsU2jP$2Vp2Zm~3A-qK9-cE|XdEAkQyPnDm)qz?J?#!HT9gI~
zNByq`bSuwWw(R_p`D=D=7ULgJXx|)2ok<Yf_6-R2DRi$7B~+||5F_GMgBUl2WC&oA
z0<RDx1B0rn1gdLldeWa>A08P|KKOUlA&>5btA+!HvKpsyNl58t^)BCvo9s0u#;7Pd
zC^iM{sG#!P{JNjl<D|LTvHBZ66iWb!+1wzO)%a*~;0s)wqs-V!qE(_WnrNEwj_T}^
z2{Aq2m%e=us5GwwgNi-l#ig&i-&&8po5FB0)dtt)`<U`nyYPGmhNtJFJO-hqDLi#d
zgF}9GIzY`?C}8Ss);Q9?BKG?As-$hc{^M<tTk)(<q^ul)T7oQVK(M#w<~h$=UESS5
zm&Ulo?^ypM`1;IzvrbYNJPr;9<RgjO66YG@=GYo%qgoQrxt2HY33j;Q6l>*`oc(&H
zYhad^lGmywR~52yb7;nREzo*$f_LR}%qaMwb1ZYDDGnYUp6yN9u^v$lPN_vyjko|C
z|E$#<U&wAy>DnUL|CLr8;|Zy;0}gqWG%w<YV{r9%E|fz~wetAJ65o~oAa=X{b^ejU
zRIDx9R`j{AxE?jHx~eXkj+l-y)Cx_IhqXK2eOVJB_w3nYdwWh`&4W+G9f1`orhQ~f
z>Iee-m39<=fcgLaC_m<l3h&M7Euik=-c1XCN*DbFQwc?*o6tRaev&&i*ZGF0c)f+6
zg})r<L*re$0v#iB<y&E3P}HueG}x%GQS0-<_tWy*GzsP5rs``Oh~s)8$rPQcrePV9
zGRQ|o&SgfH_v!8IIP>KTvYlG((C~K$VZ!WUZyrPPMAXdeizr%D$f2hYXscmd_uyM5
z`UfxswY;AYiq5Z%52WT5=M@`Kzkj4$e$0I{@G!yk$Kns>&^Yocsr>vmUY9k$CAWh$
zWSFW-+jz`>k)UX0owb^JyY_jj@&{mAPuAA-jFp!Ue&eb-*4H04>^iH+s3^Kog00<#
zyC5dCdOxs@(V&jP@#!QbsnPx4!PL3m3U9Jq6WAnfls^l_74rC<{k$`A@UfKkHi+NT
za}mNO6RqrcKnb4N*dPGwJ#1D0b(@Zh>v{yWa0}3QXrrW~*3Qn(AhtEut_O9HGVm6r
zmzUcsBU;nOgDL|+Z0aZc{BTv2I94nOKB4PKwUmYR$|Q-^#27jXup*y{g~dIe2_A;o
z_2F1aJj@##@ngEUbNXv^Uuia56}<8hqN01Yo1b_Lc=s2Bcc#%Im~KJvz}lkgCOC`-
zdf(-VM%kPG5tZUQLGWryzTlUd?voc*9<#Qv2!(i`KImeIcI{1v`uP7u^GxXMy(Lr>
zh+<2UT^9P!D?gwFcNj_;FGuMIJ04VH(*{chpc`Q-4}Us20|#23)ttlZ-a1bi4RLv?
zb(;SZY_-tuE5`lK@CAR9`|IaiHGH7zQan2PqjQk*pm#Vc1Fhak^14L3U(W~X{BQC(
z)3joPSl!e{bPQQ!d#m>&wePi@uRLvI{*>(E!1HytglA&<vRkv~{)lPhuX(01jWY8<
zXb9?uhE!L!0AzwRjo^EKgNaKLV;%!%=bLB$ZghRduL1tCmsWCwES;2d{9xn;(mQXI
zYe<>byL73-mn_%h>57g=&2e1Ozk)BQ;Inp5XBCB~Rhjp2ffY*tof>YwdbE2N@e2h>
z)%9<qs&_OPZ-qar9%DC5XBuN`yR=DZ{9@v`fG;%Sgr~{n+QG+IHsQxDhCh=RVtTXD
zP{|T>{$glqZ*mIiwX&6h3;}w%^qi!cl7)k|pVXNos`_M4uz}a#&~WAQrqkh@cky^_
z8KYx28%Oa8mx~OPU-8r2=jbG3NknnoLT?IG_fh+0zj4)RZbKJba9s&}X(gRMe_jSn
z*Vc~Xyb}%41^WMe?Ae!V*(6HET&3dKd0#bJ(&QD4MdL9O;MbJ;0A#zR@r{u`rQoP7
z(|J}C_A5KOczap8TIa&ab7)N<vHOMQaO_AiwlWN$Os(NVZ&c)NHdFotdG8dnt0UAh
z*ZWUO`{GfCqNn}zr_thH=N0}f)(@rlw(-AZ@kj_33SpJyy)K-@@u~RzwShQL%$Hza
z;`XU?oc-7&bMWEL+Ev>=+L#|Ntz>S8y=_V$oA5)`?Ow7^iZj9caDhhd*fY6am@U%i
z))%JVCNGk^H9B^7a?|$1ZR7m$_mx`*$mSX7NR7uJ7si+jpE-RHf%9><eaTGQtUPpb
z9d&K|HHr($zySZ5WRh5!wTkuMxiRc@m320%PwTd&_I;IkwvukMg5X#0sw@mPybd2Z
zemKPP9p0WL{gs@*U2=0*MA#@lls9Gf>Nze-8WLU*Rc;y((pseL@m8Q89xqNDwpubj
z4)M8N;>_#7g+pO~%HiTD%>Hl>b)7g-;6`F9kph}e)`;ZcBPO(+lZV_-lLBI-MSa~-
zBdx7j<d2c6f(${MWs6Rloj!IV5DkPkldcvgx2mwfF^Tj8n^<OK@%qYac9XU#KE3_r
zb>oSqvRw-)M%jkDYr;TH4r?9^d*s@zQWaFxXM8MQq4<W7*5);in*a`NphW8h@vD1>
znn#|f3t_zJ3+!~18W#c4W1QGTwhnCyw5#~2skb5@YJEgJu)^=aP9%zF#X}7IXEfqB
z;c9LtJbQqB^C-h?sJ__#CQCp}WKxp*;4GxoHrJ~*RGQ3idaS`n><aXQs6ySYuXI66
zkYTfDnuZMz5cqt%e2b7a3idpRnFs$kl@RRo2zmB7F(*$RW&<tucb4#0oL!h*9@zaB
zelf4U#kCqS76Cnt?d>_Nkc?&&3JVYEgPcvAvBGx>vAr7xdWoUB!AeR?NPKhV+OE`-
zm?DayeTgYQhIe;%YI>YaNs6W;7`q*pOLy{(mIIsM%Q_6SiN`+OhIr&tQFptqMK|bJ
z%sJarac;|O_GQ23B}>f9L%aQlOHJ?#=AEFyaB|9Y>&tj}5_)<x))Vd=oz{Ru`rDg<
zi>Y$H0X}|Suj2=(`pHQuYR^s4vbV4M@pc`apGeUYNztz|U*C2W+&ofNjSr6@!Blpn
zCkZWf+0a>?tf7EiNf3a34Q@a32WCF{O+osw)ydZRVW(mOn6eMS#$F7*;2+J+$Z`P4
z$C~w~|MMCE#G`&xqmGdd{s7okfZdfO9P#}-FDx=@?C8J)0t(^^hLkHp;2$0?^3J}a
zykgKU$--NT0vnvb$%cgC>lWo+HdP2IDxxaHu2LDEE?q77RA5_XEBV+isD0mBXQH0{
z*qh`2ClbSna3}LIVuk6KlP@qTF_yiaAzrSF6B34!lG#sS@4|7$e+<1{rJIX?T1A@9
z;@p*Xh0Kukai@fH!!HDw-b-F#+E0o6x@24Ta_dr>`}f!#dWGAzejT-vAGjRy6LD57
zYrhDV^<^WN5;eQ@<biWq-Aua4%$DnLwHp_rj?K;*%<qGnj{p`nfqVZt;xuw~b*%^8
zZ(fapf+8kXne`<1A@UGlE6x=Z;Hom%x-n2^TK$i8bjF!IUTrm#!p@wh1NcEPH{cQ2
zZcIK3qu{y9WBp|^Ll!n*fw3nwHT9os8CDg5^_Itc3M_5N#wRLal{3A>goH52KO)3@
zSZehHHWdA?_43GHWWImDIf2ii$oLmY*{)=^5+X%{Edtp^grF$E;)<{V(rWLf3c&ex
zt5{&OX^)yl_2YeEzQumZRjQ(@-jQpSFi^OcEaIE)Q@S8+>^Xca?n$_fwr)Jt6r0Y)
z8}CR`{&_-7wXgsyu^SF7^v@{8PsERhRWy2=&sI;svV#HxM8K1Zh$3NYVP}Hjd>4g`
ziWd&MyX%*s37>CLF$%?U#)tPjx2;DJgEq-m!sPVpDwud3=W|I52b85|)Zg#`0nH0N
zpbP!5GJo{L`xjx}8|g1CckD$n64dUrcKwnsHnPR7X_a}C?F626h?+M*>cSQPMDzP!
zzTA_Ll(eHFrJ{NZbO_~U!ppSjz5iDsW17lunGSWOWGHY3Azg*b$jFF71?hvd`Tv_G
z^(#{YjKK(@44P30jZ1(el&*+G&jTQeISuh192}f!!6dPida%OV!5*CXhnkw2UtjiN
zf%CSlvlHQe*g`)7{!^-}6c6#d&-O^c(q#VeK*CX#p0V+Ls0`sby_T_u!7DnFM9l#F
zM?5~=TvnsW`H=!<@7cO|o&pf~<dMZfKVD}-+{{{XIm~xs8@vFth|Ps<L}Hq=_KWrB
z!@mhVH+%BNI*%62mcMw<{JtjlSP#;ESmA*mXST?`kH*~Q%Tn{0i++P4$g(<i<5$GE
z@r1Wb4~naqdiGL-u33xB12a!LHx6KfPA^#N)gSoSVCT0cM0jJpjR__<{gX;?!KA@S
zpx+_|PRK@P#e_QA*NIYSq%uM*Ef-e>7Twvd#$7l3?a>pQpJlz4NyWAHzP*xcEA(Zw
z(x7D0yvRX>ELRYD4%nOi?^LDH=)<f3MOFGC6(B|%AU0v09yuEB$D{#9IGvjcTflz<
z@~6f(&tklJkc8PyI>-?37lcJ1_|XUi16X^ZoBfJ`=rUM#GV#6uI&KD%{hNDU?}W}l
zFG848pz2BJ=uia_P``yiD-Oo$MIOXTs-#8c;hbv)l@sVp$-S%qBZP^oh=Bo}5$8>l
zu7qHCsT#%;u28FFcvGFFkti^_&>o==PN=;m(D2sl<*+r*L1pIWZgYC65E#tqS^r6v
zHhHkJ4-yQH+pci;@~nx4iGo7&)C5)<3>!}72o&g5*xmy{_}ccjL)CHe!mWZ7whJb5
z&YzpcoYVD1Ljp4&?XZU@2|}i~?ya2>cjVvVjTdrL`LgFoC&eB`{q_I@Td%o@rKSL-
zpt1kAYMtKQ$t-kH(g1~*>6jOhxjrEHsO?$nbSUG<UouY)2Ij1iR%U?ZOaqO$0S*M)
zGyW5E8#Wj&`&U&}1wVNVm;B!dKPGa@NA5Sk9fOJb56p_p*EeU66!wSM{rydgEM0=x
ztk{2$Rswly#i@#3HWQV^kki9J@$&N009gbKmP}TVVu%3iArgA(P7-c~DDWmM4w}v{
zpEP*12=St*ZdfK30&|6uZz}+5yGqIH^U$jO)6LGdwt5I$L0T|by5??b61=<9V%wPD
z*eh9&=nM&zVC7hfc9r|Zr)sQ_Q9{`<Q1_ivPl2A1^RFjZ`5Fouuo5H4UZ*%IqYJL-
zS+M^2akX~XbK#mPB3GzRl3cWpF_n*`qH1NaJYyXX*_X^3JQTk%MUu$wKKr3t=R;jH
zq}TJ?+3auXdDW*wEeD@30vlK)xUXJQ%kSJsvCo)QJas%y+1{IEmfvblCW#p@u6@>e
z-2e|%|3>J&uTgi`<`9z_nq)&t4jW=%V4@cRbl>>+`1Hm`1bptHk&m8m1pkU=yDcPy
zY!yWLfaIDcj=i792md?Vp2)um(K>(+y^f8&NqOtmH9|rkaI4x){^*NVVgg2;DS}Tm
zGBIg{Y8vP|f1$F>IDZ7|zYyOWqIE#p58{^ya1oZg%q*B3>zOO-h>OQAyUc*GAAWQy
zgUP#FTcQwM)dM2okDlv_4sbO3<5N7mmjod=_4|;i`2Scz$F%pl#9#^mA>n@cxU;!g
z4{49h5z{2bh&hO#C6o)oJs*Ase=0dJYMSBtLPG)J?YG5g`nD?`0dr+u{o(DoE%t+y
z_S&DFcjx>EsYU9!)(VS!?)qfZ6G<xWO^dr-8$h>1+izWa9UV?uZB;$<a_zE=e&=!0
zLO;n1j*_2Jym11J4IOBZF(~3G<uN-}($FXG4eeDwz^uYhwNFpyT)i)eb&GV>m;e=X
zqH$fY<6eDmm9gaeTP%Uds(?=VedU;kVYm%GpQv12hMZ2Xzu0HM<kX9Qa8>uRx2VJC
zg(W<+>btHxOIa~>9(?ES<yoUwM1x0GMeB}bnS@ABQ|!3u9*TW2nQ0@gC)F>WhCEnu
zl%EtaVq1CqmNNSrc@P9efDq*mcS17IG2k)yl$Dh|S8YMI8&*246umlg7xX&*SQZYt
zJ1|8;fl5S3ckN{A1Hh_)hD61|VcfR}Geuh%ASU_=Av`58!hS6DhD;ceCTJhBY#xU7
zhP<I)!9g?&ajf<snNKXw8I6wNjDzV!o=y!p;5x(&QkQoTZcHwQGDPX^4mb5r;fzDf
zqMTd<T!O!VL^TV)$VRxi0P>T16z&ivcjtqCa|khn0v^HQwEnkS@RY$*%i*vfTXSWg
zwYhl)+H&L&mX;adIwT7cg`Y9vE8Yd{?BdRH<Bg%B5@Av{uE7oTc=-K8)`k?!O)thw
zp^t~anF0LS=8|77XRiV0A|*K)1tC<W+Jf&wkK(W0evHrz;JtqW#|vyz4297tdB2ON
zXLU)zWt40zr=;Nt<BQCD{!9>7Lnvy1RDkV|$<vZ?m8^Xqn4aOj|23~Mc73jtNJHPM
zyNv9lTkVg`wtfpwQ}0_Dj(QuBsPKlzMor{OjNM9Z?+-AT3k#G+7LC?1Y$$9_`%mr;
zzp(@Y7>#P1oX({nnJ3+E0aYE2x6W2_Ut7a|{dT4)EBopq^KdH_O7G6J;n<&Vu92T3
zPKhp)SB#3VM5WE~+#R?w9e3IF@A!91jZu$B6m<ZK{hneLCOSJG^W%cl0n@u7Xr_yI
zslLvCdiT<sYEqw}xZFuTIroBN57S^GSZL$(@-&T*W4Z6+*K58t&Oc4DZJK~q_vlpH
zZvN@R*<RdfeVe!Ia$0yAcA<n1k;?Fq`&SJSWBA?<ArG!^YFatF0>wB4WFj?sE}|ik
zG@TY9)Ck`s#3&my^m@m~DZ$|`32(=9C8Yoe*@N6h4m^R^U>97hfL)P=L<%<rU5lhe
znr~dWa^*L$TM`6Zo@MPLe;J>B`ZFt7s#63ES7hB3JbN)IsW&=?%uGy;u>aL=xu3D?
zAslLm*%B7R1qolAzQ`KA0c&UL0p!<Q5q4kUlPI!*5h<cJYEM`ZYx7sUjGXGAAohig
z#$Q4wt6ZLY1F8up@Yf(%92(e&dU1YIIB9q{{SLBk4(eH^v@rk{{m<=<&HpmGfM3JH
zR;IhHD|>)+C;*tsO5vVfS_+0k?=~wd_~_ujZ!kF|A|k?G`Z;WU1q5i5+p}Pa)DA_o
zcJs=}<r#~WP@BqE{>0I$dU6NcW()m!(kJEDMv6>KZoK*B=lJyKsrgBXbV;Q0`@o8<
zMY@`Mw_XOmR2z2IPrTRC&b^maYvncg@^SjI+MC@A1xtq6T)CQ;+r6AWsA~r?rfyXg
zmROmT2NjjxJMo$7pTK%_rhUzAqd8IK=HW1_$E_zuDTi8z0$5vY#rt*Qqu2sQUR#@r
ze!#pgQVKD}oV}=1)T7xT61skl=F(C`oQo2H@e!I2!)rskS!;f0omU}2vYaG1`}&nb
zt;2#f*kCK-yXB{J3khdTz0$mIp$9J47(R#0rzf?}Yvk?+>){Crl=BY(y9+^HG6?_q
z2L@sy$$ZF)Gjh47rKR;ifC7?$f!qqSaDRc{3K8N^?Imtg0HcNdto}|24YU2*{F!RP
zd+mbLQcd{neimjs(I&;gVA|Vd>iw$4tnevVkxJnuAR-}AK>%Z4M8bnxkGvF<<^KI1
zSob-<JqQ;TQX#`E6@dnIusoHP7K7a3wd>c@`banIH>!8uawZeORS4~ALu)HGteE3<
zS*L_>Wh!16!X$-UKnpZP4?gc86%I7R$|~iSeVO>MHxdKvK7!uoln^}@13$e{NlE=K
z1S(<YV;B^nOM=eYH&@8XR~8#@)Zxyn6zb$d`0)P(C9BkzS-t^qMPQ*dGZ6y+mtSrk
zzJ}*m%1l(cv9(U&8m|Ka;GEL(g6oeAbYnCW1XHlC-;te`<<SD}-!_2@Jc{sdsn<AU
zp`(IiTHqU-;oYG2X$_|=!50kKB9Fc(t}8Bwvc1=OVPZ~EKv$+DpK*-oKDy!^7M(cy
zH9op#qKuZ3Me=aRobFH%3+SHgmEq;m@dqB<EwR|K<}#F~^=KPUCtG#Y3G%L;V~{R1
zE2T!ge-8U@(0v+4uyYt^pI#JZ&32|6R_F;-ZaHaY-<8+*^`5tSo=PZ&-f%(fDMc$1
z<R|bqI#M|xATMiE;?65luW)zSht=;F4Z4?-I8sz85|8f$`~n%}W1n%mTmo;;AG9cl
z%7&41OCK@32T<bC_B<?b{yh3Ih(YEP^7grI)Eof4#`a)cyCa@Qo}nr|6>bIKqFqNo
zBB*J|@k;_^DCz~^w=)#OZV9OHVF@KgK!_6%(9hQr=ABHKo<#v(sK4qQPl2TEsg#sY
zMg{|7S#j8xfb2d*tKZOy2iXqRAy*i*;UTd1mt17T{2jp24DfFhKLywq98IvV21x+H
z)vLh3Yz;(6q!ocwbV@=?38bZwy?F^6$e{uM!Jj#k>4<`hfI2Ok!23L70vTGs)eLY$
ztqQ_sB+HJFcmSBoAFfMbs4H%Gsui>CG6PnL!`(jlsKWfbydu+XDnNrNWJ~}m%n#Z?
zgY7>*0bVSTn6E3LBe&bvkz()(OO^i6SV%~yebLh4a&FZIFm}|`;~9WjjI1|Ch&ym}
z1NIOHYBnT)i$y>c2Hz_R1t;BWpxoTF(s2L{UzEVl9FVc&%&4d#rKcT3R>31*#U?^t
z4jO?qc)Yu|yRtCKBA1B@-%b4>leLJWZ$n2kvb<*Sp&*ri@tS9mxAWc8Bj+b!R*RP=
zWqf1wY&=+QjiZw^mefVDb;t3s5&W>-A~IrHrFp@wMjz{oUy_2-d64&gR9?~Ks>u$)
z?02)2E;Qn=aXx)sjawhi1oO&b!Zm%9lD7h=H~kG*2Bn_R5XY%T+ldu$CZm5G@LY0!
zMR%jSjLk{r%^hq4Dy1=#<!m+-vg#a|S*eG+Q2T6dwNjT3zJVbQQVhYzjT-xAJ&|L7
z`U_x?dGBumjL@=-tr9>4e4w9vECg?S7zBXHc3<Hk8du^aCNO0o+YXWSkj2Sgps)t=
zo-Yg*7|Yi{0PFtzs4qKd8!r%OhWhX_<n`hC`}^BLSUAcKxMn_FRWqgCLgLSRLK#26
zomQ$LlA#5Z8ek?WtCT@9yq41=gEMEDeEHYMI@~1B?O<t=Q8?frj4=<1^8Ah~K;Bo3
zhN+ggipr<$iUQ(BX4bvvM5|%N{LIxcfEvN=+U{2c&lTWPR}q*JGcz+tOUclP@xlUR
zI3_vZWdV1Yvhn4m_L6Vk22X$?X!`X$`24#cQ@bqjC$LsMfbD9gQ>_pImtvI)lGQmP
z;Laq9C&rES^YT<m|8^XUdvv&2c86)K10(K&M^z_%knB#t@oeLhN5wWK*a@*ymrhJ`
z2e;jFY@2Ru(RF<6Xx52!xBF3QchRl#^!uAgL;qrh?*t2YF4{i!Jb%J%U8Y6#+OY7}
z`>(v)shn%is@XdGs|V{XnoDTW%tb#(k0j&N1=l{;eA=e@4t?oct;ii>=DR_m;o-_-
z3mY3Yy+TMS0rAcG6|e&tK*<aXNFb`#lczrNK(j)t%gu!f1&q}qc!Kk!eSoY5u?Ne*
zZlu2kHk3}o3hEc%5Fl9zmX0zRuPx1DwB|#Yt+)?72drx_r!83WayY%T<Kgx<gf*+=
zV-KuGZ$O+!q4t@Sl!$~xfJRk+ztSq;b&e|Gdp5r*&So)E!T=R{u4f`_G=WQSiQn^?
zvKzjWar;ytY<CC<3}n=W8i^XXPCc%ZAb%!<y{YnQoeD&%69^13wxl{m0b@rTTDh!|
zQfW{X(mIr03p=~*&W@c{$1ARbB$}{R31A>#H`o>MOX%EEzNR$d;!SNrl@$ES`#^jw
z(Td{`GQ%F*+NVd;@@LqVVi0qH@bVWM)jGw++Bj!o1Ykk!a$X<w7ys~hd+6}*_!Hiv
z-SmC`;NJc&{2~W;kLr<ZA=t@Ah&{E0A@8wXmo_hH9^Tv|9ROPdXXcE8RVMe%y;_-;
z=K`v^SBg!kjnFY;>utnm6xzI8s<kp3ukQS?F^qA&92excXvqWXSDfVtn!oQ0#q<^n
zeY$F$GPqzd^YH7mTE3K8%oWQGY<k@x{ySpBMft0Z-#TNE5iUHd`IV5HXmRX#{?LCg
z>qg73Ec8}7S<K(Knw)3d3?8^hK(+^8zst1I0-SY2=u?&X=S9cpaHEU?j0|gJ=T|`C
z{Oh?2&8-uYpnzcuUX(=($sw=vDp`6jDR-Jl_vidRGUT83>mdBBI3{o?FOV;{!w(SI
zTwbwX`D}@6ufHy?@z*b0x_58(wqR|&%E9KFYk=$iFVG+>1JExsJ$1A?YDUGK_O%rh
zd|)TLA@HmL%i{-fI6NwJz?{IibQbCb1bqri-=UKB1-6+X%&*BqUo166>b-zyqH(U$
z?XKhydTOFrjF*y?aw|{Sq+g4r=;@NPUo=PafmYpG5dkh7j`95Qfl-ya1ySBGg|0Vb
zIuLaOW&8W*l=F-M&{b<Zzhu4>0tepXtjBDAEoYY|iuWi_q_Nk(E#!@b`|6YJS}%m?
zra8t7UEgEJ<*TL{w~zN>WfXS!_JPS2!H~WBSnG?fW+3+E*fBlY$?R{yReW99i{LkM
zP0g>_O6cm|y%nX|!KoE|%T_6=USH_%Q(WbXrS0S{9PrUF9t%O<ox-hkXQgyDga;4_
z$bN^eR@iNzb94%x`+F=b{fB&ip)yC*PpH1oQHL|HsgZ<AdPdaQ#XEg6C=10`8ZWgB
zRyde`IC#FbpsD!YnnxXlATjvMb`Uh6h)>C#Ztsh;tigre4AQ+Z=p$i};Uwe&H+X?=
zU4irG9HYP7{ZWkGq^!ENd7fQ!TfeJZY!bV2SL(d2U^&YV_4-)z_Wt|3g+Ehf1%GWn
zcxJ`abvLi$cqMaL0EQHB+^dzE;6r!-xkq4c00ex+5gq^haE<^`SYXAmPgd4l6iDP9
zW`R{cC9}#wf>L`uN?#skuw&W>T00nkjkTShg-xczu<+Nc;apQ?4L{h5!PxP$vYSlO
z+^Tc9(82m8>xy$~RY*fXND$T#*U|e1+S<xO9OZkT^y?!QInJJw3cfGJzESv-!qCSR
zQ$?yZ4fP4kAG2pV;d@j=U%T*?bnY^0afqE_f{%yqEsBQKXSaOjaBWDA*ON=qI1pd#
z!OI@8M*`;m#U*UN<){rYMT5QNfp)({t<<!%sP6a&FH>KrNK}NpC^Y803D!&QuO<X>
zN(tM$4cOFr^*(6)2R3+6Uc2YF?34fwb{0B9F<8evy|RJ}zdf)6u;Zm|4_7#3ZO4S<
zwwpCB?(|f<IV83!+L7~XPSj%)=*Y@j4j0ivB7I=gHv4;}v6fcC^NWJmZSv(N_`MNd
zJVILW;<vJrpx<h!7UtlBdb`-9w#W3e6SlWeGM$SKa<8Nt2zZ?*t13?cB0=$7{v0ut
zg0!GM1|J5uHG=vHFdX24+3x;*zB*Rk{iT6e(L)V)#QQVYZusTT7^78Uuwar9WtCB)
zm`+mSt+!V;kgre*uuaU64C6YUPhxA-=%4=x&EQ?RnI@H=*!I>*Ks6~q)8zRbNC5jm
zLImszsSdYEA3&%nv7dCPSGK-MQ+pu#GtW0d>a$NH&$<|~Xc~dRJbd51SkSnjk!VV)
zHT8L&3t^-N>X#|zrhU<mlSdQ{1CK8(<GaEW^%-Z=q)rW<x!j>-*Er?-7OIlU&GvSW
z*H<j;U4&3;y@#Nd=P;Ts0d9Yl&GvFEY`NH99ZCCk1_`epP#tgpWd#ZLAbnR_+HKf`
zqyP;G9G%GP3I_~qQ)mWI)JJAY;4PPvpX8|}vGVg*Dx&po4-j%QCQbIiN{lG<1i;(2
z@Jx9c+D-+Plo=EBTU-a|BA{Hejd=d%7-W{+0p<_Cslg=$_3RRWGXhAT>E<Z$h1V`V
zeGTOU&|7#8N278>EWQxDIA>K_7_IvLJ%*m^b>uRPMXx@4#<p&mnYHrmhNWBFUDRO4
zc24OAsF!mv??bhpn|^~tTKFQgI5!deKZ|7<tTnlkQ=R%C|2%C4yiFj@_4F5Kw}1O{
zYILvum1*0UN|Uz3qchjDC*waW{a4>x3bJ{<U1aEf&cxhYJ-EZppcgVYSMf=4fy?u&
ztzsQ+Zeg^)+`N7BKy>zd&A8B=pNoJCl8m$<G#ylwv*$RX6XHGd<<vtm14-@|0kCus
zv{A|e!Jk3p{tR#n;&iUWo}an$snw5+;z3%ijHiG`dJ_G_IFTdFn+n?~aWl#Y{d2=r
z?-O1Fjp%l4e{f?39P`m`e_nP>5>zwvJ2bQ;DG*gXzdvYrpNvBVmq-85dmXt7<0?xp
z!fDdSkpZVs8{wck8Ir9oF~<F7Ig&cWr&(@ND5u2AGvw+mz+AwT7A!@N9?|;Zat^}w
zD@6Gf<6s<n|ETjk;zTx)R15Cu)q)ilUIajgD6bcp0!*ef+_7`}H&6V@eAqk^=1!Jw
z&YrI{k+w~&DiMv!sSG-1pWhH`Cgx{8*^rj9g1sJB<>DdP9UYlG=6MMF$(WK<GjqJ4
z@47}sW!+!<>k^a5h`kMQ7Ma}=VE;M4*zYYXC$@+#Qxzmj`+i5s?<B!u%tn>GhqMuA
zrU|W^(^gj1$<neWc&u64Dr29ubH=2#A@Ul}|8Rh@Pm-eRrAo$eMhnHSr5}B2wkBxO
zM#e6k5`x!Y1luH1=lged1XHYbeW^*Afl>G=vJ~Sd=Fh|P<pZ@Ti$_A#Upy)+ilIOt
zr1m)Vcv6mXlhl3MGH0Vssufw+hPCDVz|(x`7sReq5C{rK2Zvk<%AyGE($R7q7mBdM
z<4x>o)8UD`p=WPhY)^~Casg1z4S|o4_lubV>~Iou=OMZU%mT!Zqq}915d^%j$|26^
z#$|>Gq6u^-=liLkf62zMi!zY0yYHGIumz9<0^{Q;EP|TAAAnGemIk70ov@i-*<tr{
zl`z*1a-&+DtSKm({C_}QxTg<wVTkX$_VX$t#dt8riXRafh^Xt|$yUnYUe?w5yF5R~
z+;<R8u^Py+w<f^Hr+!pza3|~z@z_nSb~$s>0=APY_cm!X>x@;vFs0>t6JjoDuk2jd
zO_PGQswF%$c<K|g4e~NRCbA?<Th8DKyt@U)Lp|n_!2H<z<ip&*UlqMGjy9V6u!F2y
zLD75)wG*7-eS4SkbxrIe!~iUckDZd?AoF2}p(hZG!K9>h3YWip6o~e`%Fs&`gDb20
zQRM@nF1EiPlX}sM%U@z}-E4~=_Spu!f>qNq<9B^g8#0sPpBsthFtXIfJZTOoZl{f+
zAaBPHTu0FRus5M!N7CirokAa7m!<$|2N9C4UX9Bd1fT<>jjYpBucW%fpi-uMQh~ky
zFPJI761d2pM#w}PE-$C^Q{`L8B8S66*ZCC~8Z3Pk3#H{2fw(daNvKoT^v{kCC86@7
zB88udXvy29$s0L}#A7>0r_z|pIsbM0L{;n)UugfAq704>b}lY)$VDUL5O}+z7`k;-
zpb=2yu7(;P>tG`73Bmjhq;GF?b1TpFw!j$pO{fRQMa}HiJX7W$W78F9)7n`|Sq~47
z#J99g1ggN)gM%t<sG>KtzfMi4(~uyCtV+tt*pG>ifzLJJSFL*(M@T<<{hK?t*;9Yw
zq$T8*!1O|uHMa8(L@hlwHkv0-JZ22%{Pn|M>nrX&9f+&h9`di-)QvmNArw)sXMl3!
zmGeMpNKCDh@^{Bg2TpTTu5al=zXhM`p#=Y}&$1+yu&91Nl<a1$$wO2x51QzJybVoR
zAK<Uq4SwK^*LqPv!P^X*6|TX#4?rhK?WBQ7K=%#@(zLcNE>B=Z3iMQ5U(E-u!22!P
z6jUka4JUT&cF>FF)Z)xdQ1tadYHJ??{N%&q{k2fopKwWJ<O&V!KQm4|S9+1aYbSP8
z4ZA1!+1yV4zT2Ol(!KK^5hseSI8F(#zS!81=VdPjoH$r0WWx=(M)-#w!gNRy?HJlG
z)nyw?7(jV}D$)R`DVW=%DLAje#t6qazrE8Vhny_2<r^Ajul@hUklc&ImO!C-@NKHj
zyUt!H-QQn4qgRlE$2w1u_zYgSf#KTO^ZI&`K>|u4A-3A&$C8puN;u4%oQg-)&(j`j
zjD4tl`a*$0xADAr>}SH6HRZ}~lIQ-Cu+TT<>q<Xad#H^5XzXFLKYKSCCjq?AsWUJB
za__i{8^T%_Xmb&7U#n$~nH#r!QjGK)P*t_C{E(28XIIBqwrfxrokk#Yje2AM!TOYb
zkUo1s&9^BotWbKc$Sl2!$nk_|pWe0{w#KLCb-*Y@Sf>yrk#KZ;@czSxchS+<V9S8`
z3v7l#EMfZk`pD)k4wztrI^nb2nIG_v_W2b6l_aqKCd=~{Xq^CSqJlQG8N~Lev8Kkx
zBI^nM#4dF^r%xe!>ay7ej~#4ni=MSYMM!?iP&510QBF}&QR#dQ7DHqWX3omV!-~S8
z3TBf4i%Pc~+!wmy;@+&XM^y@TKaFA20g+lSJsn-6nITR3o#f;YEaD5(?{Iy03A=++
znu&R-BZ03k8C_q?t5BmXq*Tue+$kz&5j8t+ZF1Z%4i`<zpB_wR+&6x)uVcLN2=f}6
zs9or#yEyHt4VX+{?$Na0h}0hO=q9;h?7UIaYce@Sea8Kuvu5Ne_TriQJSN}bxWlvF
z2Q>!{NsBw4JK+mQxrMduyagr`hwv@sX;mn090L}h8Bj<WZbERs0=dS_Qwk$fwPg9v
zSa5M7$JuKJ#pcl{@A1Hng`So-OqSWgLT`mOiMgU{t-d5Y6X?_ke@cCDWnF*6@MJ15
z<0W}08%vN<ws3?{8cWkNfnLcUi>V(jXGB?We$OCS*fsalF5DGqCEUUPJwnzK^yo@S
z9E+=7u)!URy6IU0kz@S9SLi9M$iQXr*3QM*hPR5YI8&4XIHlq!l%eh&uJx+A!+!{O
z#sCxc>7>WT%cyeWG?R~kHNAxv<mu#^z9s`X$|e-K(BSB_dItrAn*Q=K4uX5V$z?gr
ze!oE<p4;O!<ewT2Fl8V8GB;eb=V7+K*!Zaq7a;h3l?&PX1`h(VTlz7?yk5Uyawmgz
zJ|N@cqrhc~OlRI!#wR63fFNsbe{W)9Vhb7o_AY3b(v_oY`IX)UgW&aYy$ucsLtwyY
zR8)#YjS9kFEyphp%^bk(ns{}Uls>Bb=>!`@k>v<y3)>m^gAF&Q8{&juOv12D`1$@J
zr4XfSW~`y}wmyk+NydoAT>{Riu;*rIc}eGU>-C<Z=Ca2G@lW&16up<Pj}bZk`b_>S
zyZ?pC*z4lo$vwi~>l(Vv+|?%}b5QKe?MBZE?;Kj0-1X!yVbC}n$y9vajU$g|VWmbk
zp1&S`n`yzE`9?naxz|kvwYnSkeDzpiJEz7HDX1>Z;P8<B{A8+m3sG$uxA2s-X@<fc
zkOWH%f3u2T@Kb?7CQv}J@cG5X#knuo7#TS#&3qXG0t9Q`*)4S3^e0_IhW0K~UZ(r*
zAk(wE`fmU(M#B&=a%48!N5{tou#_)u5gNsMppxdhtRum&iH~{v%f%R)b*~p*v05Hg
zK@XL?S9=Rk1#qPd33Nk;Y`0Bcs!HnnTY)w;1Pv(#x44j526)DhVHz?Jg-4EHW+63q
zB{|1)0?xX;Sz+k9iY<m%!<oFm&V=CJ;R(4eWkj<BQ4@qKC5P4~827`U(n~?R1Mw|$
z%DMq_Ze(7Dfq|h13?SE|`RJ|Fo$fTyFhLGWz7y~+^&XNF*xWYYc|iZ*)ouoApv8C5
zhlHx5C5kf&PqKurbLVUCgF*Xt75R&6oKLPuMJcu^t<GB$n_~ivN`JNV(^D(26eXPy
zZ1{;aH9Tt|+}ZQ6rN2QxY@q2rqd+NZA%tJ`ctea-ccN(1ytjS%p-YubI%#bZQ6P;A
z_V-ZCH`WV*d^N*zZy2w{j7(JaXjq<}YGHfw@Ll1m#GDI9le1g*H~Tw!Md472gB0_D
z%pZ+OujxP0-zJ%S^@w27_ZapbEgXTfZ4*8R#RIJS;B$koi}2R1aOGSTj<+MVUIIu*
z-?;;q(@aLRPVdd3R7qTze{1ZVg8uHhRyMR-FqI)gYRfAx-!tX0@#qE#xoM6yD|a(;
z7z;vfM<XM|0+IZY$_0$N7D+9NULDY)g$?AYay>Q&*P}jwfHlzjfgrCwbTS*t_LZpz
zd5i$mF`@LBZzl#<k&+BOa-5g7Q^xz}Pl?M2k$yYXMs_-s$-YkVSm%QQ)f>B2kdFPq
zzH!M%J?R#DO08I!IX)rayFty=gR$CoIQjd{xu1O&%uXwEcXNY57rsUh%_kz@d;v&Y
z584DUodtlV)Nvgj7x&*PMUd2Lb^>3&MmBl50u;|~UOFnp5HO@*HEHFY1nCPVy@q&Y
z^n#kaxC!rWb9W6q`proA%3%MaU*0xLIOwzX?Y{3t`gn4%U9Nd7OXwTZT99}9`(bM+
z+nV<d(<vulJmclu!g+g#y7^mxmBvf?i<L9s2Tm3tec4&XJ2TI;y87>z#oq?q)7W?N
zU{nQz4^w|)+Ud>Ywa%Dc<>)10ktmTz1zt2Q|BJ4(j;d<=-u?kWN;(CklsX`tN_R`Q
zQi`;MNC?v1(jh6`5()y+D1v~bN+Ts92r7ucZ*K4R{qr5;j&bi$E+_WhYt1$1^L(DB
zfIlrAdt$@^IW{6PyQI58B*dpIX-$i+9I@X?BKNQ4?p9|ekdwV=luZ7y7<`MOp<b!3
z^%sSK`4Op|6ee!-P<o(D9Tk$!(r}*`YR9B!w<$SW0PtFM`!yBli<Drxw+Lw(L=hn%
z)I?-3kT(SY+;9y;)@DIPCHNET`8J=db?6QGjx!)APp~^9^fXk3-yh&)M*{O%F#b2t
zaS`<%gy*6Rs0$HXIhZ~S@gpIuc&o3n9GRB`40}xBE`Zq?5uFQkD22yFp^y~w-plWg
zcn*^oyU&fBkGA>dBM8c(@uOg}1VzyPTK0ow$gUoMY$;L-ick=Hz+{~W)(vPAj?xQy
ze$xleZj|ST$Vgm7zyZlg*qY;6Kl*`SjwEY=dm{m4orv}m^bgwQ`dK#XLzzWhE;jYB
zNxWO{Hhe=MlWMZ_WA*($NS`rLgM))efe5&98_37rgT5QgW{DUiB0<1&0i??`C`fw(
z6&>yA85!=+%PbW%ve5ZNP|8kUnh9ZvMR4IS8XA@$f&yU8h)@-NI=r;BbaHwZ#-q#2
z%XJXA1MR*Guzt!sc_JktA%TFNq2r67q?KOhC@U!~e=Jr<nzk^a3xbX=ldv!)bRfWo
zg}fp7^7&!^(a4jU<G^_!w=$5Tk}9LhB%#2ts3XB)Kj*gzH>u_|bq9O&3jGvM>7_cl
zNlck1_oOPz+yx_As#+qs<OF})8h$eKm+PdoRG7hy#ia`h4aRa(p9z2d^jhP-(}n0l
zzQ%Xj4}a{0Zd_?K=tnUzOJhi4`p)=F8@O^1&41gYl6t+Dsbz7y^qg;Oa0HtkUt18%
zv3+*hTVBhIgmR<eDo{U|Jw>;TZg+9)vW6GgeLa=L*)nzMP9(B2tn^i2GM0ncqAMIW
z;4Fy&Mqq4h&#{-VqEtsqI!(mi(dMAYxZ#P0))q=%k@LZ)7uY;Je+bJ1AVdpB>)26I
z26ErHYTJTgc>RJ3)A;qH>$?kYYRh-abj$ZZ=vB=>#ohOQ$+Zp`x`(@SW_q-upzlJ0
z%vO#-$7c<*E7RQIlD&fwX#^_|f|_0!qW{b)h5dyVpvMAY>##V;>QJnW<kgbit+~@)
zaoi%f|E;ptL6OWPSaKd&t)|Xym%RfS5KyxM!5{4SIm1Qnf(#IlkrX$O-t;YI5nh2}
zl9gyGv}ehf{)%FmbmA+ntE9MCAShr1N;Lq|FhOXrz3l`+6r@nNcIX7F!Hmo<Yf1uo
z=l3T*Pv){A19<3_gQ60|MTi;$hHIU6vc<G;ksu!cN$Laj3S<@r$`#1KArAa|^~f~#
z@T0ndHnSa{s=gaOR(em^%OX*mfV9K%2z;~W(M_5T7@dk6m_&VlQ%gsTRv$4OMBQ;5
znOgMtRuft$X}3F1ukOp;70yi8IH=)!!@GMt==kRMJ6)3fj~<gU;aNKIKBX)$FIX7p
zoPQ<ugC9L;QQEFvcGFkU*y6cp7$5I1j?7z>ye#Rq9f2wDpNsh%quI{gNzdo_=k_vW
z>ab;HWnVqqBm)LlI5KkN&ZdJU9olb8pepUT`Ms@Z@;6K`9Si+2EH^(EBklAqNii6C
zz`{%`KZ$f8AavYa++(s4&NK-86OLwGumX|N(_aF&R%Mz&ttM1wF7s_su*ubzK$xrd
zV*Bs;9zbR^q1CgZp=E>^@F9xwMM=iV@v#*&6k&}_NF%M5y5qO62;r1S@|Y<nr*HuW
zzNGJAC(K=tL!XH-Vc*pEg5o>^$1|RZHPC1FLfi53`#Tp5-duRlam)sv2aA!BvFO*A
zQ7|2Z$}m~_LE=SK%}eDv77FJYXVD-_b~vgFS#$t-o7RFR_|*8}BT^zMal46`gw`ja
z_QR!CwnG~I90}sp>x<R#4=_+`47oAyO<L`*>1Av74a`Y3+l^=(&dsOu3*YsrU8SLv
zir&xIj3~LvBdS$;+Be0!{4D;@Ek0VoTKdP>>mNrp8;J?7gj4z(O?1UqsPL)}jNX>N
zeDWx6K1}7MN`FTyORYw@*LhT5`AG{1D+^qXj$4TK9#KthcEryQ_p4{u)c+!0G#_BZ
z+!2_%nc`osaV(*x!}?bAXWHW1FaA!xq$*4q^01Qen7;~yL^TQuiol+wPM`<Erh(-7
zq%CbUs2Lhkftx7=hKInMKY|EdAt4GRcDS;873$`_<Mq4?WdaX1)zm&7LRJA(FBcI#
z=kRbC*iIoEC>}zg&8~T;q^2$bW*h-E!+xEUlLNJ64Ez<uW&cV&sXAr&jA?et0}ZVU
zh+<hwiwH!dB#=D@I%G+5Q76YcFP|3|*WY=WsFK>RczP7aMuPj3mc7G%QyR6n_13Rj
zS5TL=IHe`$1w0>>ZqzM;(da*e==-VsM(i(|*9o-mQJ86)1d^HHMX&a8q!~!c-Ig2c
zdE=t%Fau9aj*fo$mI@`KGNUUekA9<CDQ~+_`+O8SmyB6t=v%B@Ii_w4S&+-ml~6s4
z=lCdkBd=cRL8*-1n<4a{DPt%++~nqD9fx{y1fEkHOk__hFzK%>Ed}WmWrRJHqXaQL
zl3RCsYWd*U@aMHECCHEk+M;3JwDI;aLsm@n6Y3ieHv*wAM8h!icIn_)N!f&yRzyLc
znFRMDzcApLE0t9}@$UJrrZ^{^U8p;$s4G6_n85#P_*LLneY=#p@gw`o)?_vhKMyFy
zR;L%@lfPqqmxzAu`gM9ZOemozq;@8KOuks^PX)@LU}M)BW43Ro;G3sx-RrB~^!RFQ
zJ?ZE7%iY-qnY)Px@i;IKycCplSV;|Vu`q*Vn1mc6OYwtb_#zuRFPldb7!_~@=L8!M
z=;RCKQb}2_`F(O=W^KBb+LZI6Lzp|Ly2`yE)<pkZ>e`E49gDE59&V(3C;AlcqpLg8
ziW^<;^JHs=*j|6{#QT@ERf<*Sl+xhaRX-k_E`~pSiMnFeQSMZg&^FENqnw(jg%>Bm
z#gc0ejznW&b}<Q>e&`%tf3Ung(I6&tMndIj(ku2sdHVv!%Wp0>&8{iO3*k7J4rl$b
ziE$sCtW&I@(B~^XuT%VpYL3!(BNd_7VTD4_TFN6@MNT$YbE+-H2M-=F*&1t+M^)j&
zRcVpv64EvMEW8`!_F@0NdieOGub4Nbkr$VU|7E0TYEQfJDvOlODHo03go&Mst-=XM
z!oPiIhP<Wbaj)M#t8bU-=dQS$CTPS<deFyKtZ<niyG)mbxBibQDqpu!CS>aPnD#=%
za(<?n;OyI$g7N!YI;-h37Os*fH+uc}eQ^$z&KJ)%C`Z-T?{~3P+)cSRbJrp+)s>e&
z-o!3RUV#$1ASAePSIElcm`F6jHTBCcTXm<MT|j+W{q#t*9D7EQQsfq8vkIk1*IQj<
zMaoQPg;er#cD{$x+J9+JxPG92Xh`J_8}(7yHo@D^a?o9kcK@4x$T%;3Aoa)Td&q@b
zM0RnL)a7#c^OqBt8%%9fxKd25*#F%K@VHU4RKOKUR^_rGHOR@0M(?tC?THVOvYV`$
zR3)Liw3^8cG=wYeQ5sxph9AKG5WCao{^j{OQk*#1i#%!lNq%vMKJ@oUTSB(DXdD&8
zj6$k%SVF!wS5=Eaj+P{$aP^eEQAMiVZb>__h)%JFj%`C(UcX94`s$|i<~7~0|89t@
z&<TKRa?LJF1brGI@3y$|*4mJ3SkB#Ez$UL6eU92rLPMgjQeJ%4YM!I@cNNM^wQ#k2
z#Rk*9=7%&!FKX;^xhB<muk~BPTK)Io7JJc}-BOp6A(zqnB;y>rRDVMcmY-NQkL&dK
zx^MS1eV$RE3_PmHkjp5gWHE?F=RfhopAn$cHvTQB!9+q!1WIHK&GCGDS_ta$Y`+4R
zs1E(_{$WcpN{UdUJm}ML4l!w_$p8BE?i2@!S;={w!8t}ok%94511C#ef;yvfjH(BQ
zuTRe&O?8}goyKKdon_6LOz6w%K<kE4Pz&-1{Q60}OB`L;__>X~-MHv^WSO-@TAKGS
zWrmK@jtlFx{GA~*i-m61SN`|J$p81mT$|AiK<ykd2Hy62mFxe^Grm>j9HT<wri0A`
zoj#MdIcFD)rLi}RfAIJJYR+{Y8!SrI@z`teQ+TDs_sc|2pHnZz%JQv@*uLj*P$m`=
zQJ)oWrMa2{r44MV&*VP^+@B$li=S?J?Ph+&qvV>WB)_!%QilKJH_rci7oq=MCS7&C
z%U@Xi@XW(%Or4$V1&Hw(`I<dAYvv~i)!istgE9MNjBe@{%b5hRn2@d*OV{T$y}T$B
z@H|?0*nt2|kZ6|lenzzTm?C-2`oN&Rq-=R-Bd*prAZ%PuYvrZv8!Lx~^1Vlg;jiCb
zahCi7P;y>dQUjIe(W<d7_y2rfF>AYR{B{8kr@~O}nH+wvAL^}Ib>q$do}<v#|J_N(
zT<2og-=14#(2gy!|7tK1zlU0Me|4k#mT=R1bc13!syRk~$>Z2{Q5?P*L0!dSL*!LA
zmcL*#un<>wFq}zhWU1$sS?{Rb^y6WiJAJ*f;=;Hx(`z#$Vompoo@ZqS#r_Ll25TjA
zmXl=Vri4GQ4?TX5>DKw*TD^D~{++k8nXah8+8&+b-yWUM<^tPhv%avxlZM<&H;3Ns
z!GCBI2v;k$6q>)EZDeaY)klr@;h1Gj7_P9n%NJ-&OBX+St`_Nm8?Px5&TUWiVz7zP
z>0;XyREfd(#V&mmj!G5Y;=W7pt{iiz4XBn>_sOrNUfYc14!0yXP+KjA%3@j-uYrm}
zvFlbh1OM~dDuFKVPzj!nXB1(gI6{iL9TYpk=1C^zK^Zr<3vDoR_N(2=(te!Z-Ci%h
zw<vi7SK<b4)^}XAJIAQ6#3C(b;6*#y`;2SL+U6J4xKcOhHlvnqo62mHW4La6@J5!{
z(?`DVZHe&NbEC4>EoH)LX~0$dZ;i>dk1T_wEq1x@{7!FN4qer$FxR=hO~sL=dh%z7
zSp^rA{HU_CP8dA(SAPX1%;4zU(GgiN66V3A?&rAdNH;mvYw$IisE}x5alGrRO?Hd0
z&CY8J*9F_cXl7V#VqaVu6{;pTP_&FF<OubSBwf}qAdDOl{yXn%NZ2d1i`TfwS4!Zp
zW~dT$G-r@Ndw6z^gIctml;`<@HR+FW<WHS-#zIr3U*;;=LXwJ4c_XZ~r>_957GGlT
z*DT5qaNF0kz-heru9JT`o#|2i2?LxL;39g9{I`v8T*Hi-e^L^2Uk@IAdtEa^Gn0F4
zMW0&(tE*l##W_@mDKJ@`w#;$8y1zar5eBQfz5&Y{frSsR?ajsTy<N$^y<soHq*kYB
zsA{dr7a*2qQ19H1Gjd~LrgLaI-n>_it$XQs=~Bu0lgl1wZQ)P2ZY}$|PkPA=J>$ME
zi;aqYj{o=Jk0iwt_J6n5s2Fo0va#c{2f3`KX7LrDzrw%G{1rd$P7gy8`sZzZH!8jb
zyqC6r5}N8GOsdN_1SQxwWztrd`ORI91?DihD3hyOcS-Nz<fy#u+K!v%a~byenl?C;
zwcgO~m6*djDZ!h9u5(r9R^y^HZawE&;V=EZZhGzOfA_Ur4v7w|=QP-Q;$M*0)~2|p
z+ZZj$VlXp^p4K`q=b|-*I;(Ndu50E_dSNtdu9JtN(8q@F!p~bJmRvo+Fs{$_le?2P
zku1@U!&sJmBRknf>4IRreV@0-7fp$`Jbe=jJcYx{JsamcoZIci7DAP9-F9_ywI0Lm
z%<J45UiDP1e`WBln#2%iPnKT7-mY}L@e5vt$1WvT-wa7uMf|tjtOR-^yI#>Kb$NGz
z*j_4M3_G;lRd`fww=40|mtPn<)w8+CQR#$rwKem&QVA$m%zV`A)1C1{n#CMd+;=Ho
zIN>Sk>`|Yrxb53KlOij(7H6>TNkUJ~7R&Fq2vEFF87U%Q$G9p^%^&+1n<2%%I5naC
z2C7M|(84<>p=%*;OoDgVV0mZf<sv6(;r&qd6^SrNNkp$jCad2%RIVaCUW(Pq4t(Er
zBA;#L@}2KOEfB{@a7W0%JB}X~T%XXh6!`vLjirj6_kZ7cn3PU&%VQ7Nx{DLz;`H~^
zj~YH$X?}bBCm|+~RkxTS2JMuDmPxIRF29!*RN<gUKls9O5LJp&(g~~P7VGkkRXr~U
zXSTWS%U)Jbb#B8Ca$X;9$9^^MW!m*D!b)3lScy%U6iRINAl;~6kr8Gr7`HI*@(Xt4
zHZL2^CXcYnsl<Km&KyR<8R73L`i9)J*#YO3D290m23=YNa&O9=vhyX*RRut<3%G})
zPDSMFIREXaO8jl_Tp#Z5V6q31L!T}Y_nJ}^Q@<hVh4MGz&fGISG;f$(bzMwd5pnZj
z9+}VSPyPLed!eNv>_5<rdT6LyY2M4z^{hS4u3sNxI3(Up*vPkQbbVmu-p3G7FKu&E
z^}L>*xPJeRszzC7pSUMoj^4{I7FNRhDzZUJ27hs}X({YbLLA;VM<Y}ER$gS?ZmWF9
z@c~<-{4dVTFXGVy&HVHGsNb8LTJ;m=I$`}^+MZ=}OJZ9@Gr!m|yyUuduB>aW%@Y)8
zB$z)bmOp&AS`v8_3igxJ(k{XzxnGJX;+3lq+gl57%pgmO$<;8;d)~=Qb}OGQc34{+
zMf=z99m<&xw^j&#U|?%PJ%-1F!hovl{n&e+6U!oI+DXjL#l$WSqm-gBWdb1&$8g)-
z;Y(R`TPq5KcoH0bfjD8rd+OV~d*mm~H#lgEx|Iu>?mHH(S#qswd<@_o$Wcjkc=Dv?
z0@axZK`Q>w^OxEj>neNh3w%d6Vq966aeVH%A3A)Cg54l2azwGkiT<oTGyc}E*|D2m
zVyW@9M_aifITqN@?_jgl;N+a5P>Qz7720;H#e4+lCgqRle2$iH`+K+o)`l$QTLOn0
z(jSMK@L+8m9fj1y#RJue<pvaT<OtS`a*dG*H49zyQB%cVc}22L@_Ji2?~StTJq)OR
zpo;D+5MxtTGQQ9Z-FrpO6bDvs`u82pZ#sSm`_cQ8tkH(MPP-mOopNh6K$hd{CwBYv
zlN5$j%Ss;ztDA>@XgI0PV0tCJ9xIG~6ACxG#07K{zB$pmdm_{}aSo31I-Q+q^D}&v
z1Rdh;jH*7Xk%w;GujR7}Y*Z${uN}<Ed&ZL!_+*S-$AUOQzsH9dE3-spy|icO$a2&E
zdQNI4i*fS%pZ!BRA6>YvcK)g0Ta4`N78~O_?_<n!!SN*50E#T>^D9hN9UiL4;Rdr{
zNfxQ<Ek)6(sc+M41%L4y5Wm2#ku#d=aIi?dP3*Pw#c{!*(D85YlReTCrdd|{5P6(0
z4+ESE@wHP6??!DpMzvuDES#8C4hO9V@}=`}@3c@Pxg^<+IBRN^J`2w>6#S)#qf94B
z3|mdHY1C}Ac`{m$v~gdktE`z#N{a>8$NVAj@6H+{jo+U$7ewg;?r6x}$!s$uj^jO|
z8;$MRPQO|<q&yOHz`ru2tn!dgE5&B{dFvH-`}^KHYl`v0BlE<Q-^Le-{$AP;qGRf2
z_*eW9GCUnpWFpzVn7(Yi)7f-X_dX(H-ui|w_MsdU)vqX~U6RleL<t73%6KYs405r{
zb)(t)Zn-kAU_O$Z4HJGjWjQ{lDYC$rt#jS7#bhVBko|@;<sg3V`ana;l}T)NJuQJ|
z95u|biKg<ggSsfRM0A9?eT~WEtNK<h&(-qjJTe_^NcY5O#`<rSKEsR?%4+$1OPDBy
zK48zNTfXAtu_d?KUY*(Gm+cjdKrUVkqIQD6Q?+Q}sQ(uHkZ=WL!GGPg{$q?QpIUp%
z)TqEPQ2o>Q`0DJ@IGz0e-gKXLjwB1+A)GVcUne(Upx!j>#z65~I5ig3RhMfUF3R;|
z_ao)JrrJAqDlr?maXhF}l>)D!&d36=)G(KJHZ*kuxO?Y@R8mm{ij*jtaVb>5oe7?C
zt&ouKsmZQ-a})~))17f>8;Pk@^Z;9zQ3jJ)@TCoEtC^XCZxP3BA=(EDVuic0*5cF!
zIozSzpOlWP?cPRTIHQUD8o8eI=_mQaxV`e^6#4&(-L!u<n)dq4>*aW;l~q|)Z|qEN
zN@uQS#ts}ud45kcqr=I);7viSW?DXezue@yo{tp@*9)&!l-dK%AceXH?`Ec9nyKoc
zLlMR*nPzNd6#Ds<_zzhflxFs$oZ=)jYE<eir5_J=n3~tV-nU0I%x3X<*p*|s2a)^U
z(iNy|EDNhbKmKUT*32I^H&9Vyj-$`FR2q}<>Q~k9d8pOuPn2#bBr<0V%HpQR@y{O6
zylZ!I?MPG(So(9Sph0kiOSk?oB=Q!P^uNzTOLpxPHfRZtIs;S%mBBXw-LOIqF@j7z
zH|{unE46csK)z|dn6)N0(H9T+nqTA1jee+n<}WI588)!mIXre~mntKw95Y?Qfq!rk
z+VJasCwcN}p4H0=>a7f1t&1YKa5Ym=cHC>HQDgLLxaFT42_MSZ<*lQV2>fm<c;DB)
z){#9+RG&w9(P%Le=OIaa#myz*zU&O1bCQI~@V=S-Sr3|=W?Dxr0Rq|oD%)?o|F*CZ
z`ljJK&#*t>dJ=_Yj}k)1!l7hq%Z|}TubF~LUD5z<s0nI!v^&k0*T<e$IdA^FL@cNq
zh-rR30i18|o&_^~t<US`=<GR(_7SUb7`ag*xlTH@XSC!$|ETTl%~-}GX`73`%Sr;&
zpsarF7$aj&6qXS2(lU12-R-N5lBn~8vV(6TG;HViToiiRvRfcHu`_ad{S@=_#2({+
zH;N~|>Nzx?M(7*NM*1h#^p<$sBVtAsxlUCyEB6Nyr4tQu!(bh~n|j}#AxJCe(I>`i
zlWNvY>3cr}rf_rqP?YOlxvo#g=ytm2$1Kq&&(bMxOBhS(`1~9tQx|bHE#5xt*6)7#
zn!7a=#aP6(==sitiSyB@9`kVVEV>xGUQCpjz5zC~QOXkgr18T`o;}^nNk~=ZX5Y7$
zg1hhV5UVxZr*78~2I(`dQh4r@<C5>X252W~whexEmi~RipHk_pRawaCSCtduTyZ9o
zNsnhzY`0_-5L<-oH!@5c{~h{jMup;n2QlxeHY8erdNs&@y939685f!}?V=}h&W}5(
z%5_;pE%beKhwkiO>lW_b_W4<$TbZbv6%6y1P_c;oVrBJ^0evIOia6Hd=XlKpt(YVu
z$5cljUZT|S6jdow`ktZq9v>c=aq42DN*)p^y|JBtm8FmJQpUIu`l?{=<JB^K2}&U}
zb1(hz>m%hoaTf7SrQs8vbH-OX_w1-==;pOpsxs%tHY9y+#_YMjajlX%(=O$`a>v_b
zUnIP&W)bI%R!rOdtsTR>c3XJQH=ZoFQpT@jNL5XO8+sAz-)=hWqkV)rfBjb)E*G;|
z7GanvP_JZ`{={xAdh9srn=M#zJ#bR}Lu|Inh?5&)&~B~uJf|}(mOzC=r8A@(r%c-r
zh01+!+y;Eb#7Oi{LgIQ9W-Se_<Soa~-cOYi_tlt281n_^M-=aRk{dGKCsk_xIW6&>
zYAs0bchmcO)bhcZKNM$J&4W?sg)*PKbq4HoE$q%aaWQdFM_^+wepi2&$T>+f(@po-
z<sJmsRlZ)l7e*qz7toK{m;I{DrP%ZD=1Gfp%Y#$ZcUO`9GAN(%Uk@s~2LosNMeSze
zcz)9L;bt>aP5Gcny*|t$Qz#2y8+7H^`sDabMLeiI;rF*jc8Y5>5@{v&hB|#cL6WP%
z+M-{Vs?zdx<2qNkzaF2W><Bn|zRYy^8m?=5UD3fty;uxF-Z$q_PSdQrFgmOI)-L1n
zl{ZtiJ3;RY_I~B7v`KR4j;}E-T5Y9L3?Gbt<2Xz^4HVd*{e4HBM<!DPFDfyo@ZZsI
zl!QsC37S=F8!@4l2glxNR@G-VAu6e^MqBfw50=J)>m>`Ay7DpZN4164rwGZg7<{9f
zeo?dJG)CJm6>Sz3<Sb6IpO<U>kjS%V>(n{f)-XBE_oFStI7Y_x0AgL!GOu{W!E~ks
zdizQLxcDE__BLetD4Bvnw|zG$yR81A9NoWO>;#*Nl!kM}|Mg|IWL-kwo6NpSs$zUX
zrcO5Y?q%{7FTHas!HOmY{W0otYt1Y;H9PU9rn3}DT)=pWnzH#+sE^uuT#@otoyq9k
z(&nQ5q)#69$M+xiKa_jXoTPjt8CAP~X^SqF(k5%gR2QS|nWEj!_e%`Zzka)!{@MD?
z(xNKb2N(3{**T$iN=?@eb@b+u@+9$sZ$rTSO!)y4QCuJTx5gTtjvjySh!FMOv;2Nu
zO6bP1ShRGV@1@r%e=79);o56sM<Fe7&%qBkH@AEVeiFfXUyV}tc{+dgL(?zMo8e3|
z)d3B~Lx%T;fb5-B+_n9_>G#K{s;!mmL7pF7^6y(p3DuIL9*(#C9`Bentox<8QHd3$
z-skF<s^K7ik;A;_c^L89IIyeQZ;a>dBu_9t%KIkXl1u)?0jKB9wjyur)Q7_r78D(N
z8ol2uNKt`zG^@Fq@x193uv=**pM06rkIUC>l3t7n`Mt+cI#F@L^6!0HivL^sA6ea{
z@en&bq#EC8O9si1j&oF1uO&Vqc~oCil|M{-xk*)^muY?`_D1)ODhEvZBDsRE=7}40
z)9~EC-Cy!L+m(BjW|wkSzP#;QcZ#MR%f^7}Vrbr<^Uwm>WY0f$#pPwWB)V4kjLz$Y
zDHJy~F)D2HTG=nYGqQ|x7kXk4-$`>UP-Pg0gSzChd4chM(&X<c=H52DN+vYjoBcP6
zTxcD2JNSO#o8C(SY7iXBCy*?-3diI_*c&XV*_5;tG^{Vdcw~HSb1_PmIpmwG(NA({
zH?vlU>T`x=@QT=X4D<~>L9^80o>||n#Zk{>6lN6C?2-S9K^$=&5Gip9|Eg1A466<r
zMZ#pOC9cNHS{U8pDsIlbbxKNfDiiYKGhwu@?423P=<Z#TJu$m0mcEnpj$<DeF0V7J
zUZzi1JFyINuP`*L#l6MNxX{mb^3ATWj3tzw!24uRzzZxrm<;-OY`M5yz|7!$^l!bF
zcn@F~@ZTplSyUUYfB^%Q@0BC|?<71E7B6+BzV+PUFYRxxr|M5hS1H3_j)#SlD}Va|
zAv9mZUdX}Op&PzslJ&$JbHv$YnEJ;R8Qc|h851II_Lw{at*kB>mbzcBHN@LoFLf%&
zQwt<-D0`}xbRkpiBD2vOH_o8Tq<JxJngdpjRX2}zshQu?5(aj^ZGJ*BZMB+3^+bz}
zk$mx6V90~R;L4)231;;Tl5K~tDzqWu(|erXA7HuV8VY=S>l3-3<AGB8Wc~QxM*>_C
zc<gp(#i!1|3Wlg1P=VAIeq$Am<jC?r69?PbD0|(l+Yc_F_I8>cxLw=C#YYopmsd=D
z+qyDJ_uqLETAeT%qJHLgBdBmY`D3T8K7oD|`iyM6P(7ETK4ZdE9HI#D?}?BZ9A>Q8
zrrl$iV4WyD&bvpI;DC*h9&_q8yu?w$-xkL!MfYy|r8TeVpG*c;@-^1xav0$-kTK^d
zN~Guu7`>_}x%w0J2Cw7(wps5&aP(8+#YHERLqi)&@c7(d2Ll>!Ka3GCF}#LgG9>8I
z)R|7isS^z3L!V>Rio0P%=mr)U^A5kunVFeLe*C@SUkho}cf2t`BP%4fFa`l=kR52=
z`VbFL42Y9WA3aGs4k^;09T}`TCBwz)Zg>kbc?=Yii|qZ%v(n<<HYt&;Z&YNp?DWT^
zdfmE%CO!A{-2`WhvL98JJ@gHql@*6B)=!C)H>CvQ+ZLIsj|Ut^X>Z=!RM4+SNu`I3
zC^hw#UNs9W!O*(mQ$BHR=zXIK4@!huzheI(87+lD&3KYnd9<96sA1_y3|e-6sn|8+
zFeL5~u#Avv29b*@T3XHCHICCYOMTQ9z0YoXRn-Y11&Y3&v2i3=rZG|A_H+Ju9EEg5
zb5%83w11PId~#)Ph3BR5w+pdU1o8bKLGw^(I^F0|T(oviQ44z!JefH8c{SyFv5YO9
zj^bO&!T{|66)Z9=6-*K)yudfTj39pUzUgZwBw7%SUU}I%uLvbO4kizdd#c-N3`S>P
zmsF{|hp%wgz&UNJWyxNPJDaboRAAyqN=u35b1dHxY(KLvw#isU$3Rx$htS2c$^L+;
znaHT9E(q%ZtNVW+qD-z>ml=RRpbqH+=n*0o0b!YJfi|j+`<o_Dx(z5{W+35ed1VC>
z$_Pb8MTJ054cf~AxbBOa_Hz!tYcGKA22qz{;^I~?&Ns}<L*@xfnY}3~WQ_bC!gOXY
z>}S|2hm!SkuxN)UL%MHQ)BUmIZ2kd-vcaj5i3Co;65neh^1tp`pVTAqjBrjADlR!}
zhVT;2%7@7ndzq8%M0i$^ddIyqDoqHc6+2|uTV|f1W8J!Z4Q%kW?Z2`Nuu@?r4pPGq
zTx8%>0kRUD@zPt<s*H^n0e|4V+p><Z*s6b3L6`5|y(L&%j9c7UMVw{=L0M_$@2~d>
zk_S<iV0|Zv(M+%t{#TQA3r2B{5qHFQh|ESgTUGwOx`<1{f!BE8a;T?mpRGa}>{Dhh
zEJjgU^U{i{!8g=;I!@?o8m(8-w`(s(HWOba<9;W!59cMC5Bqc8q{Yk5ydo7~7~dtf
zD~_do$)H}B2ldhm(|K4hjLrB1fFa7S1|J<AEzWr@D1tKk@87>nBz7^LETkUgyPzm6
z$d@@e83COo;3kNWut|_)JhM6W>!7@Y9VBBn#CObZ5(23)muUD<moFRGA5th5+{%-R
zjEt0l0X--a!=t0|A%W8pL{Z2s0M?+Y4q}@Y{}T~V{StMGluQ5X>U0Z6BcFLWoU5WP
zbK-NwkAxN|zY7Oh`lVPZCI|&>Y*}Q;0;7`1P2#dDx$dWO4Kf?3z&|=Q+!3L?vR>!A
zo^@MjIC+Wf`SSjKw1!7^FbF#|<umy?e&;I<qPi^_Z$_eoGv_Mte3iVHheFI%6eMEp
z*Aw`qpAEoNzS@nFWQm~fQWa&Lg2|O*tVnvy$ef)zM>$QfO(2S!YLO@fB($7~d#JHd
zEvrO$Eo#zLjGkWH9c!-Dv%$L-*4@RGl@PG8IU=#>{S^jl%6nRQQn#;`g@%S&f}0cJ
zvy?~!b{kv-2%n`un}g5i$6X|Oy{4unt%IVWEMC_hjAOos8&=7}|K=RIsw{IX^{-B>
zUq#I>!Z{00gf_q9!=k4M-@klW8ZB%kSYG`gH9+kvtM<ns>gG62eVsDOMGuYF?{m0@
z`$VTZWSv~N<#OctYIh_a9&XwdUBTQx-j5uPQ-nV!Vr7sk^Wb0;dKNfFTGaG}fo?_A
z+Iidb*~(3CuQENTbNzA@j~?DtANKI?RxK<2DIfH6Y-k#9*e{P(_vH_-DN+LzlhPda
zeS_+;?Dva3x@p)sCK#8_y3@>@Q@BlD^p>GzoseZ&t@zivJqSA42moe(e&+vmb=AI!
zkcKbt-(zEq+*bf`gm4VUCW{WgPut?e;D8al{{e-<!o>LXeIY@_`LkUdKrVV=tsiT4
zHk0uA0VF$Y<9ciCG+v7uK}J1c5gV|^gx1!c(d9u~8?3aVsI7FJ8r7cIEo4$g0FB<>
z-nUUSBoe5d_Afok+dUj*C_)L{;tX+J*4e(ZC&<X&JvFC3;rdUUy7*GH+w$W=&FoGC
zfdLou4;G&BpX@n3Pb;DIbSi#9HZmZQARiTxcqc8M;4<~z$E0+UJn9Dxr@MZ2dRsoa
zs$?DQXV)*D3aV_~XI&GFA%!V=_Rg?*uN;FZ4xh5;A#SbN)ppzmc<RJqtb^3~`I$w7
zDb!PoO$KK5YZF(?CWq!#v9`$RD$O#>AA21rC^&wAZW*rd{?DJ2r25>e5bQhk_dJaH
z&M2vV1!+v5F+`QG9Rt^+;;PaG1N$V<gxX4q(f8=~gC!|3JDY$fJqC=ES^Lp(A;=mT
zgkq|ch-s>Y6&{r8KfC9q*qYw-orV*C@C$5-Sht>?ciU*M7QOLz65}!B7VQJfZRjU2
zvN;_U4hE>6FU7pKU{cPyKv~^ASyh?wbAg*fA3tOuS4F%)uS>PS(9*HnFnimeB5`>%
zSw7bPir)=8#R{<>S1u1sD#JZ>XNS6AW#>kXKg#cRMmx{8V&ct%6I@inChBhiZU4+b
z2tMyxK#alpT>sP4X7W$CpC{tEF;LRd2Q0MJ;?%JH%{+baLV#ZSiTS~-_SXRf@cvbw
zGSvif<Dy*4-+_}}TVMa~RL_?$uGj<LCh`j8BR(I#PW|t5pB6?Z6rEO{8;3k!zE)<x
zHb~K|buOOiP8LB%yyQN0PXg^53R7kj)0^O~hvc9WAd<kDBKRHNyYTyL%Km-Q+M-75
zE}oL}FUk3VnGbB*CTdXcK3B7~d5xDu-k2NXGn9mO8kiRD`Fv#6Q}uyn_9M<Sx!Jw5
zQCnm2`s$?%&KmjIXCp@mgKlpNGyD4Db0Um;EW(}{k?WXS89%>jtmWobuSJ)QS1q}Y
z91YCem%6dzWM3L{D*+JTXFN52m}z+|DDdkx&m58=xice!2GuNBRvrG|$9tsHcl#?5
zX{}Z6;)~+5JuwNan<k?4jUo(046!>U(dam4HDr$dYF4bjBjz$SAwz)FiiBgHTJ;;D
zTJZ_3)AIh?U*j=kKkuFra-NoEJsED>|1zXCbF4<py+Mt^@N)N7Sn%wX!(Zt=81E^^
zO-^uJA6SbwT`VP=>9Y#{nfN|)oMy|H2Wpf$R)Cz1|9t~;;Klt*Um6~5j0Wv{KSu0v
zvgP{S<KyHY;BMSB?JY}#ZUpMCY9_A|twRcar;9G#H+p=Afo6;IT%sWc%H!0bLVUA7
z36g*HDbUzQ=3i3T+p`1Go4!AqcaB;6@YI%BhRkw|URV|S5zqWC>gl6wx(7DeZaL{F
zfTCZm>El{nLw|6(0xomHh0LeoFD{{emA|&h`i9l&ktu!4riI$|WRNU>?)&IFw~F<$
zNe4t;_VU4k66{|3XiA_wf>AUc_Ay$@WlcT}F#LeXH!&pz5i6qt)6=Pu)C5?NV2Ph`
z<`vRhf%PAuB7mAx`_3IAsXSs}Ng*m&cqElZ41h2OB6){P{HyNbkWIU^vl9p6=0@i)
zY4yID)hcRg-EnlHi8(o!%JuP$jEuZ}e3;Q_e2_0T9RC3p3Yd{Zz|RD(=u0i;L{SQu
z)YQ}n!{fSXV_*c%K^(D1()(3JHP0aB7YQ|ozP>&p)tjH6#|1<(xH}%I#gfx90I*~F
z@50RYn5<kLC{qj<lBFv20&IsetPVyP#lIjYygKEIiPXGkedfN??h}qQN@@SMF*+<<
zU5}qFgakSsC0sBQzh`z*j@qVttP!VQZ@ZcYJ+Ilf9YKdL0J2bgwTSzI{XKi!NBI5C
zNnfg(wVWBKC2e;eH=JhsCfrkBs9-C;)>i=+HU%FQ`{2f%QcVkoG&mqO1g4w_UyLp!
z*;or4X!*n9$I(`qkq{srv!qGMA8(i3LM}#%dFg0~?W9ozcvr~!FXA%$cH=sxek%3u
zSP{;=@78trx`W(e%lQnlkz8ln;jCi8Um!^bo{@-HX#qc+9c11-IUR+pix7|YqvaUi
zc6=({J5CRO7Q&ep(awXfr8k*<D1f}eeyk81As2=bP{Td@@L&yo;@R}{e<ugEgTEl`
zMqm#J2?-d_0w2Z;<Z&7ur?tMDLJ$hVTLQaFFck1XC7<H50DFRHyAdB;wP};UpPv)g
zKqvX`-8)lf;c0zzD)Mfh{Mlsh?c-Nw!vv{4$kGRZ5{He0b4uz^Lc++Hu<+!B5RgZc
zpV-Oans?^QhVb1Rq-ands?bMoe{LcOI6G#KXOyl{C9sm?rb6=FGo%BglwxVDrhEyL
ze*ADxNzZ0z;iUTVlI2<b*L7*hh=YCp-4dJOZxYzp+lqKq!;qiu`rBnv6W7e}v>a9y
zC6@H}_27YX0;cKy{{Gt!AHu;7oF!x*3>AzGVD@ZJF$BV4LH_%5+5$mdBe&k{tT}S)
z0;vvRkO8EIDXGqYs4RGs_!(!$51bqsyT}Pq9oBa4D}pu|w+GjihwsN>mA_lDUW@U0
ztbb<p#o`Y3L0B>j`+025d%dRLjN2!SBn+GepV+OrWZ#TT&el{idQ<bt2r|6!8JKuP
ziC!MKTpi@Xm&82G8+y@hG5I{@xpDQwdboeP*l{kO+&FopRHk00bu+tE?WdoDK7THg
zm-2-|{6r#N30{lPo#1<}#m4=)r&J^@n34;1XKdAP!E#t{*@dauiv`*VT3CI10HKa(
zvYqDJE(7lP(dT<T#o#Js^gkp89D!(=et$9E{A({_SonGXShP2$%(w)qWI=GH^Fu9L
z+wlh<a7-=pF%RU+^w9`X#JJ6yzlf2L9C69RwTB`n6gjjm_#F_=&Q|??xw<>|8aYGI
zaEVW{fs!40Dc}Rf07vvH8a-Ip1bj>+02hemU!Jd21WW<TLJ8RJZabfaljF}pa=r%y
zuSGa&D8<1tGywjedI+&Q+?pnqK0QqSglQz-og=V?I*bnWR5dZlTs!ZN4i+Aml$f8=
zS1y0JJwxjJ<@5Z_>Rs|EIutAvNB}(o{)J5khzv4p$;_a;2eMS}<L~Ve01sOlWnOc@
zOLGOBAuMTBNKiPi%o1~RiNIF@v>=2`T-){oABa@k6{0Se!W{z1aS5-8==9w(7d4<U
z58W;pdC$WWB3HeTs9T`RRD3P0egsOBK!#hCX@_~3mk;I$h?9QGrJUgWzQ1$wd+d#&
zSws{JfG-hVi59)l7PJuYH=baeXR%Vs;<AL6#ivz+u}Z}2P`R_O@`E&mGvk&wo5-`b
zGauH<F()2ar2bJ!#Ax{Jush!6t#c+dXwQ6-UzCSAect%-L)8eh9QXjT6B4ZEjHt;0
zYR$wI<2|qeO$j=?g$~Joq{e(*gi*?E+K8)Hq9J?lUUA<^fjuphuD!~P{&$n|pQfir
zfP{PnprQh%+T~Huu7Ezn7;q|{Kj%C57fJ;KNg+JZN_c2tRZUGrI3^%yq=xDFCP!-c
zo;0ZR9S$}~Ju3Lf(W&@|9T{AHwvG9^*>H#`0Gsn8(d(?nTEpKj*o@nUc9#ZJqS5H8
z4t5cEcLZ4_npBsD!xSoLn66(ZM6&q6Y7kgKG6!@vCcrs^BONiK!2gk$oE!osNfz+o
z!jJLsRl5Dp<;8LRIyMS`D2Kp!0<52kre+^#<@5E?NSYmD5L+L~QwHJw<#qQ*kNUx|
z>TviOxg%g3L+PJ>1pm&vAJhs=6MA-8O13_bAAVc0V&ipB0O%)wJonj4t|O2FDYEw1
z5c@c34Jp<45fUeBm6k$!80L!YHGX%kqn$M6*JbS$$GYNwW7)TPS9SYr;AH>Nz)R+@
z-&(YrSj>s0%O=?17K-{F3Sy1QKUj6eXRmN?^D%`Uf2SoisES~2_?$KSJbRh7PtIwv
zHZW0FfLQG{{zJbmwbu;{@Wf21wwH$&ay<Mtfv1@z6x7flC?F_^ILF~wJDdSuu@#_P
z5#!-@)9S@O=tl8_0nxB)5NeobH#~!ZnFE24iEy0(p4~r@4{e%4SQg+2*vw(Qim*l(
z0vwHG$Yc68J~weeTW)D%BXVd+WA;rz-cL+vQBi83B1b0N=ee>Af1&m424V;YEEcq>
zy1|Zx^belBJ_F;gA}lP(lO3a0H4hf|t4gt>Ii(j+2?O$AA^{!zB`6pWE)y(Vv9*=J
zHGxjV0H9DbYK|JgB|VfUohMu<%Rx~HcMgE~!6SzQtad<}A^`RVY}O{zIPiNReV5o%
za~^5{up!J)s8S#eCn+s092h5Cksh$G(TF(FAg(DmTVyrmg?GXlPn*iFKRi-i&-O()
zOy9AjZBi5@sDbe79I;Xp6G?zxbBimK<NtT`rK+xkqwtfz-ow<M`uY^VcIPVZ;R6yg
z6uBkAvj(r30jwBk1zmoYfw*|Vs&Tpf$uOA-Qbe{EPzGr;MvlY`<n0HrlwZT6RI~lr
zR--^kdJ79gI|74(5C0hcGI@tCgH?ED*4U}_byR(x@~4g;h$QF&v}>_$U^_H@dSCVk
zX7I6vY9N?k*VVE#PPQ_<J)-+jZJg%Ig=d)6=rRdzzsMQ$wVTyNJ<1Kyns7AG&X<w@
z-J1)_a4V<hYQoeL)%)Sgo>fcdD4ycev++5qMU};^SFd;(=0C`3Y}4RAC~d8^rh<(e
zpv9m(=vi8XM511>8Ih9Y?~p2t3n7$WuX!J352JH{`k7L{Xnqcqh8y#YaJakC>^%O<
z>NA-Ae1C1fyOEHbOn&6o@xh$Su&NWRm`$Ib01jE>*^N|B9%bdV5j7}b*)%fpua-fd
zLgM$Vhxb<X%h7rp<$jy*vn?SAe-eOQraQ1<^gt)A&U@c_>U3iTPS|3Pe^ssdfW@Zc
z?+<l^UAaZ{NEoWekH?pwLPma7Y_J-D=JvsZY6Di##RE^mfrf?#Brg#GF_}_(UA}zz
zpZgM!{|(qhVAHXeihxb?=xg#VKF29;v71}-6fJ;Uz2pDW06brcm8S?C5`N!4lvA|r
zyKq{qgWXq2wio~w2s9G-=S)*0sxB@($gKx;4h}qFBEECH9Y?`B+IZmp1pHmhWkK7{
zckfh7-xL;Ng43%T*6_x{p|9@ZP}~N=^I3E%PD^WD|7!kEQHH$cYdo7GEr)o)yGCP)
z;7w*gxEn~<p)7i8=1qV!G%SjQ`{6N%^;r>|U&1vj$XESi_5F3z$I$fg{`+c>xNCTr
z5Zs419DKpr1+K5r3Ii_WDTGBIssG?%yg&9Cp596PRNtkrKVGFVGIbZhXxw|PZ{v!d
z5qMMh_}y6y7tE_CMLIUUr&5TsO89pcg?iTo7v5b6v|P8$Hf${qzkZ5SriM|$SpluT
zXmkwCfa!P{73yO6rQRR!-(Ma#e<VG7`?~@N`%{@pnPS$pK(71ue8l^ge$qTfdsF|E
zQZG4w^wV<Ia@<EE7M+4qf$7c<a*1-46d6_xzRH#eNV9gCM$)Uv?t5Nswksx=5j_9E
zVCdC<5`BDRxEE7$z2A}ONq_*^^sTvx#%k&G&^X>lN?WKEt_tI9|Cb;4mS1t+@Dja3
zPwxsY(ZlZ}Ik`qxnEe0=3U)RWY!4SK-=N9-q$~ym6I3s`y1DTWn$`ZIDIu_kQm}q;
z%fgdF*0$u)L~%j_F%-<*f6ffY!N-g60pFbdqNCzA&QBEq(!Ky<H3ci5sQoRO)KR@*
zNE|@|KHBXsz||PHN1Vv6K&Y%1VMvGox7Ni69pww#UjU7ZTsAP7@&nW6y3Q8-*AZBf
z_JI#gcjDeyRuc-2Olkys_&`Ap)>79WUseA(nD1f+A_X^i83oihAcwp=g;OtI-$A*|
zO^n_TxQyPANl*A;Wpy<S+-+7+3ws}Kkix%gT<2howE}b7jU5Ef2|&~#^didO%?eV{
zXYkt~a2*6)Ii3zjc!<2(i1Z2lqdJ_u4X!bzD|&h=9$qhZ#c%tAOy3uItHS32OJURx
zu~Hp+t@#mzE8OQO)RWVnM%=esC(1t0^;eyO!}Uct`yX(-Ep>+>&zaDG3A*C%@%nhO
zBNTtYW}PiO#tr=wUBH1$)W<(aGG#bqFNgy!kE4@21~U(#5h%6s7h}six^Q&1z2%Nh
zA46&YN~Swq<}IbbovNuCls>2@pW13!)iswbcY1V2){)LUvH0!srFckPg-dfhs<2!g
z#3{yuqqqBy>xXVS%rB(eOHaq3n(?1|()G%H+^N>)H1X%g_Lt21TDI@co)AyJ*h%(q
z#>JDj%@sOkEqlKG=H=@N|HUef0qZjh<0@~AfD$5<_H$u2@UV#o-07P)dfYYLcSg!}
zVk5}swP{LmZS#q!^IYrXBDS=)C+R8p^_bY%ao}-n>Jy<8`ttI@G%17m?c2z7XzIX-
z4Iah_a6-2MK08Y!RV|E?%g_>TPTTLb0OA8$#m!gdHL3%}B_(hpb&NU`ao_`B9>?~>
zT@jD_g<$_heAZCC;e;)hvwwmWcYlzpHpBk|#5=^pPA#BRI?+EiMhY`0h4*RKn+k0q
zYsK~KuMgm@-Y?Rtr}IqiQxtOG!%8B^Wgrdp*Mfhk<Ki9itP<oGZ5$nd`3(n2-WYQP
z*aA|EL4e_?n(QC&NGByG2EyCVZa%&UPSDXmZIj?S&G>twJw3sV=c19yi87Vm>OT^!
z38$HSp>1dw4wDkcTsm~05KvMz-<rwF2C;Sb(L)jYoD%~(u)fzq)8QAu>+M<0hh(b_
z5yE5EIur~qRp?nrz6pl&%(T<Db*@azt>?+R?a8JS*P(qW+pe_Lzxb}!&gz6=sei=L
zemeK};dji>n9+sC{ss<4jaCPG2=n3sY9%Y)X6MU+UBcvaLujLbtxg|p5<0ZM=i(&a
zrBwegX#;uVfxGE%M|T1S_;+5aZ!~jX%zopKqqy)W{Ll0g?P|KnLgA3a23wlD0a~at
zf9zK+fV&vb-%Id_;%G0YqZD%*!a~re_XJqe7+WLexwP`nMN9X77vC+LXe}qCC&Ga<
z_dN}M@2T=<a#;Gu(-|yf`UgND*?f+-Gutxm#7h(;6DWOl)Kf+97O3l5>xG9fViQu;
zE-!(C?}iR1%n6U6%c_xE33AN8;~cWZS%~BNvY=9F`y*2l@=1eOhXe4hf1WsTg_`|F
z65=uK0m_VK?)#n|`GNRA5d6auLA6ugK}JJ^8zj?tWZdjza{Ix^UDHOpg5z^o$2?g|
zGRl5!RQdbaKwB320<N+}EHQo7*AqzDfNEg)wvaV`N;n}dHa7Iln>X|O7#JAfqlZo}
zv>k@;oWN;Y<yHW#8ps53<1WinZ+otm>SlwYkW`TQ;_w_H*WW8`H<`4%>HA2Q>4V3X
zimKZs4P&cOy=$eIC>Ob{81(fyv%*X|kK?bB3BP2DMcPfnuY)|e0bdK`2or2UB0Q7d
zmXrPNrgM$897(@QlR~i{u)W$eTFUako)@QP(vY~=>w@tM2#s57Z|8nr)^;$@5G7Yj
zrJY`8%oo^9)3O-Yugy2E==^HIv;0!<R-&nP5WCOn(cO_NP8~yj)Dt5kBij$-`Um0j
zxFK`0X7CI<u#^oi!8B^pw?-fBw#Vf0&Ql&hWb;)YUw}>iMiPmi6r;tH<6@H&R3Nlv
zzIm6y)NP=u1z-?G)5;NqY&v}zXqh*Ef5gNuRf09YFYQ9OW%ON>4nOgth&cXOdU0KL
z>w<cvJos(0Jn4c`Qm2RGt@F9>kidrIGvhmVT<TuLYq0fzeOPEDE=tX*45R>Iu&CId
zEkM3iQK2w+F+086SRJQx#u*%^HBRlnG+&2HfB%;`P-v9jQhuwxqnrK&-9+jd$8}p-
zCner>`I>8YER|rL|JO&6-oFS=?^7B$6rU@!Dq63M#vOGm{61>@QtI6_SLt1I>_I~*
zGH7`>UR;|ZY+rLg@Yg-{1~=xF;K^wr958rp=|z(jEb+&BU?<T(%FA(}PgUG&t;Zky
zZW=UyfS>3&@U=-G8m*H_OFSVUNOiGMq0l_ogsyhcrNpH;YjS{5K&cWqGin9=9uQyi
ztQiU|)4R5kfD^j1zXTjm+u?gPuRH(;lagwGVnKLW0IQ>8ZD9{$vZv8v7#ZiSLvch=
z(a|66D|w;|5}^LxXavyKNC~9@LaKz-u37~6u(7no(r80Q3Pr08?VZM9@W3~y3r*jL
zl+dlBg5ooj!IN9Um9s9huXMg20j17yC}(bVcC_>sqnS&s7PHS4ZvE_A7^4-hiV_wV
zOTD7F`L!!6o7C0R_MoTXkV~g_lZAx#f{UE!6q@xXFpu<=!V`KQxV<S*mLZNMVvKtt
zd%A6ie#PdrDcz(<86^`OFEvET>C^{X*3qxeFB2<0)iKXbHY^T_ww?EBU%I=1NS@%#
zI$*dj&YV@**W?CR(vnQGqJaeiBOhy>bj2HTc-eXQh*Q?4=dTmlHwJu%wht%Md!4j<
zcG#|t>XSvP7WpTYGQCWlkrkZpuvZiB&raKW;eHSGNcce$Uj{bp_!E#BZq{a-BIq&T
z+0>;i_)kGJTBFvNMCR>s%l^f+wQ%74R_nfp6SR;c58Hu>O<ms>W`&Ewe5<GWfyC9T
z7XYeZy8f}>QVSZVN_oAoo3#(rDPn8nN_?u4q<If5s)ud*zycYL*DVj<EZK+SY7@(M
zyr0QXW!QzzLY~bc^y!p=pz*LDc=AXdXVyAYB@ZUj$l`vdny5TE8&7^>^WJY#{{sR3
zj3nl_t<QjjNhsN-Oc>~a41wV+WyaOjlJps&bsEerV~|i)bx;x-=;OKLcb9XPF0xd;
zR%1jxHd+0=DeV~)Gm3pd{^GKB;qI0BWKQ-Zi=^6@!Abmnu4@<Wrrht8{~E+m%OUjJ
zE?)R$MkTj~y@;Z+zEzAqULscDdmrD3m=gQSG$XbNUYJ9^O*DPb(Us$9*JYIuETFP%
z&$KV(K6i83HvK!vT+8(%^G9y1oEG>#%{9~6odb3Dzs$Zo=)TP@<K97Wre)stv4{9V
zQ8$W*5!PMyLi~!s)G4h~h_W*cf4a83v{b-aF;T;P_Y$NBnNrGY6g&#WLiNXp>RElh
zrKA-8u29V~--k3rgMqv0z2)>86ahEp1t4S#j@KfN#QoOa^JHy`>Mw)C0w8n<m^VlA
zF_n7@Jv<-1fbwqqoBiY9fZzGE(6Cn{c;2Os0^3LBYyx4?pSUC{BvMtg_UiLeG@;cF
z%uDRgq@hdPUc59^%s<V}E~H_uSX1RsC{CMSgH0JId0N`6<9wSR&I(F8imF_0i|;Vn
zMhE?Fm7Cl12n<$gksNRxxIueG>-mev&ir^BPK9djsse@!#&IbhDWEON)F44#%9i($
z%rtiC4c@uc*rwvER4?_?2X|*w+NREgi`Gp1ZG=}&W^U$-O6~rtSA8rH0m-!kGcHc6
zHL3naQ!!5mCpl6aa(oj*dS~5*4m{<~OGr1GXZ;QyJKMF{Tc_aD-NBw7TOL&yx^XK0
z#MhZ@ws(j#n)7&7TQ%n4=VOL#>gN;_xJ3eEY`^&ne=rtZU*|V9WRtJEh28f=YNAVW
z%)HyL;73(bW@fn!Rk=R;XWDg<^ua+jm15oYRS!p-ntV+C%(qkhhPjv4W)mNJ2#y@Y
zY`U~F_uMM^(F9kd`B+hWd<0=j#IB}Z?|Vx3@h7E!_ZJXf)PsO1`@0ob>u&@b4CCv<
z`PZiLF%nc%S-TGCkWn}XK#UX%Cnp{-$K+vShv<!P=w{R3d~`|IesT^4CyOgLA9YSn
zPCC?<OUWrvQaRAdUOtH^|NIIkkZl>VqY+R#H1!;E$wN%L8-lY88-5+D(bkmdGV+O>
zmexS|dl@8?&(k-3)wg|L5eS-PeODz(r@Q~rn++ojj(Mo5xjUslB^o5g@8+eVR8a!Y
zhrBMD`83J}Uh6FLX`^qW`7)_ZCmF$N+^TdtP4m8uA+_^WYj#rN;?(d;?uol|Lt1;D
zR8|wWK0hI?<+>yP_`}smrU;bUUOpBh8kd9hNW1$AD@f<D@C@Dw9Owm$wH(Q|;%<5U
zsNch06AJz6$2pPON?Mwt{bd9lIoPkitJ+w^P(-+nm&3W{aapPw_4HPkaQhjqm1k5t
zuL1!9fhL)OMtQ6r-Q$ktZn;N24@I^!2ek#G+iAVLPAM-{%le;Rp78qk@uTqr-RWQ4
zFDQ}2u-VzGwl;boo7~uOZ*lQ`C=9(t2!FtWWP@-hw4owh0o>?~KHavqwmPexi`N;`
z`teB(j7g$$v&6rhXiq-39rjVzDEelNJTXBfm6w*dh4Vi~i0cSJQ`5GkpB%TJ$*BH3
zUihm@>L1jXz6uyF=`%M);Z<`2<ECHqN&@49v$FAY<D5un34yle{?u%}Pb)jeA3j#y
zu&9)$6v>K|<#N&V_Cz)oFgXAhNv5ParQwi?PyhZ?T=>kk4+;A7(+oCy=6WPt_f>yl
zUk)31h+?S3TwLxP$ZL4b)KG@Wnu_mNx7ECM#G5L}m-(2C_Xp9{#E*<7Yl^9sXUU@4
zk4DI!Qnl(}y*t(|yVqKXue`W-ep7daaQBV(v){bl6tCajrn}Glda>Mae9<*GE=BAy
zIPc0YIc0E3K&aL0l7Q?#t=oj-BcB+&&UTKEE51u#@Bm!5bF9#Vd3qo{^+P@Ne>|Oc
zJl5^||1T6Gn`|;Ova+{i?@cHqWF#YduWTx0X74>i_AVLOLS_hA$qv8c>U)2Ff7ShX
zcywRh*ZDrr<2;Vn>-j?F2>|efK~$6yR3;FS-UTu&Zm%OdchAW-O41MiHX#*l9)aIE
zYeLGS#_&knF3*$?uB^xMzcJbo7qY28k2S}<X1?V7?P|I)($0^xkSAw2j<M}t+Yr*0
zLL`AMxp0=u^Tc|p>(N>yoAA4Eq?96gwfCGfH$FcT!!xPYQpp<2)+DUPk$D4Q;1^?u
z{`K0Jqbv7zZnMwVvD#n{pH7=FHg%827eX`F8?zt1W=CWuv|*=Tt=z-P!;0@D@GF!v
z&9Py5<xu_vmkXU*_*a53qt11mD;0DwlNm~sNyv@yX<_ANHh6!nQ%V?PyG|vf<lS|3
zouM&N)zb%Y+x%-1r}$_2S*B1;PJJ^6W!k&s-?1cyj!NA1NcnoPH8b~HIh~6<y6Py*
zUo;z{o(l7M!{yCRpkC^BJKV|?Wd)!HOh^&VRPl&X86QxuVPqVhx6J@r6(ol9zhNkn
z47Lj2Cs=Wmcr+Ep0q*=HKf|!r+K9gq-hltAI-13%t-=F$Q)e>Yqv41y#n7t4FZ3-I
z^~oBABn>dmuBvEp^O_rIEE-GKOF`!^Lk}&+!Wd#34vf&-h%#qr3>L3Vj0SvDuPaR`
zh98eJ4L_0HE*`SGU6Qk(jTMS|Cg7FwmgM^!WsR3W$Js%6%7@FrmVK>VX2ZTZT!)S<
zK`(PZJM{jiY_)i<J(NZ-mNhH{souIh@Y<w%_ggR%=T5leqjE!(xtW`_WY_;*xmnp4
z-6X*x5u(4LgSGvV9`7OgCGl0jhcub|jhk8qMMn0gqjBC1XZl4PJZ{ymA8CbCA2bCO
z^eNP5b;U=F0dX!(*qnow=J~HTPN+JvkF<&N!n4cQpebhQmHZR9eV;d-4T<uPzte2o
zQ^}}+vc&Yqr#E^gk%~f4*<s1(m}TYLery%1P07s_YuTCt`g-JKOn7+J><qO23f8V5
z|3wC7a;hTfQqMm9x%u-3fqt-3!qJVZ*BW2G2uN%R{iY&cFv`3<0isDKMO>j)R%yFm
z_?4OTk85#jUIr(x_xaIu(JNK5BaAr!3?i@X*dISmE9EzSgHo|aF=`voe$2`9Z~xHF
zt~`;>?VmnE*^7UcsBvYdqYQ91|KL)sYYifqMoFSM&wi~h`+NAL>#cgU8evYR6@T1t
zinEU>`mMgtekJ;6xp#}o>(O`O`wu4Dn|hlSPjxd;VnByi<VrE3bm~;Qnsi0p_-GB)
zU)ZNCg_2eFgi8XOVU~i6P=GI~{~$j<U*P1m7j7sT_&?vLM)vgd3_k^KVDY=IKd1d)
zzS!<%aG`e0@IBs`m;V3PN}P{QXzeh7A&aelx;<m@yR^mC!h#8Ov$TWGgn82LllTWc
zCv;~RLVM|+1c!K=u@B3vCcfuW+#r^%%12CuR`*Z*xv|-mvRQY&WFNO4IcTAFLEscZ
zhCg6Gsi&<lVx`5t7CF+{a{bjS+@9tS2Ya%^TziJ1D{P13!5kl%#)ZdoJpe5NfSA&d
zk~i7?KUw_l()1Yb)Vla%GrQiDId;Iy$=S0!ym`I;m7t<96}Qp81a9%iXVFa+xZQTA
zUP2BP*S;|&80?#%u3dVNym--e9kJNRV|-#oN^WeT=!{>1dtdH^n9A-q!8{>n&vC?!
zhN77E1eFyvv#E5?n`d))?Oo<_(J!6_zk0QK@(!><<UZQv5?zex-F;hFp2MgryRy>K
zs1cEo+pRk_XT02@n{WG7@Dln@p6N(mgvu0Geg!5n1lxkPG(ItL1+I3;$>)|k(7d3F
zW1ViK^_xRP#PHw>NloVEjniZ;XNKAwB0mRR$~~ItkWl+m=`{x-X!X4!7iGq$5D-W6
zT>cY3))4200orP?_bG11ChR%vnU<DoKhhJfV<dU;-V+;eDgUSQoBHdgGtCm_{s9kT
z&G`hm#ZoQ{{`}Lk+Cx_*M4)P%!cF!0rqOD~I~tCqr9~9dEbIu2k9RtY@``@`G9qF9
z#9R!Zx1hl;L8H}!&&<Wa4P?6os8Y(WOT$%|g0#x6#XeBuzuVI@QaSu>!TDphzV_C<
z_>n7NmU$&*Iiom#NqkW36v>Os*Yp15%_|By;yl`|m_4r-cfWi#@RK004w><FkiN1k
zbaz)Q+15(I;`%W4s3z^!viz!$v8G_(Bav&`UVL3|N6HrQOt1O>$;MJSJLP-p+)H^#
zAyz$v+NX!e44B6b@TE;Y;T(S<Lr(ycP6rr!mK_1M@JUDDb(dQ9Eo2aJnrOkJmQ7&)
z5C6bvhyGVrU!Od?Q)s?55)=p%u*z>AAqi{3Ix;*Q5Gy~#K4We^P_zj2x&4OiE`)rS
z{Z@x=+_<POjLwjgOby-oR#2x}R(!9u)`o_%)<LtSCoU2H`E0Fq5QH;|=X{H$=6i;3
zEAE7vRkhOYEM>JYgz1Due+NsiTjSwsS_Bo+D6O2Fh#yB5G<Ynq(w8dvWTPi9Gixi^
zl)YDg`pb+P`}#XY=c;fvfQ_Ic0vQJ$-{WV{ogVd*e*d8C_i3(m3fPbg!3?>tTXm~9
z_ew}~TCTZxV^|9e^WNEM(G?`x$fy0SFyfErTcdJ@LWFL%(sS4E+R|C0m(=<Sf2+P)
zU-#9F?xj|9j@lX}&WQRN(~9HZ(q3ZLlezjT`mc|M|L&=+l&)W5+QqG+5_CFFR^_Vz
zoG8%2ZPq>qWEZaMlSfI9^;J|<a_+X+-UK@1g!MVx3ZH+p1YOL_W;H+@IzoI&YWb{z
zg0gauF{hQc_t{2)ON)3Q335(i!}b?MG^RLiaY}h7ziNj0hG7c)!g2d7#numE<x5}H
zfui9Ax?_C9CNSU0nff#^&<!Gd{$Z=Z6pJ%Cu-V<mv$L!NcWFq%z@0v%#tswH2!D<6
z)jw$2-J*R`(~yLa(o1H|c}+yS&DWBIOYL5&q9-=ro(dp+3T#{!zj*V0<7JxY(6zEn
zE?J+&Vxh*y;R{|6zO~G_|Dz4(#Lt9KK44!$DF3UVmcC9=V5i~4GqEh3g(w2_+H3m1
ziYMNg+&B07JJwI1AVJ-c;fG~Q+Uj3Ii`QMJj<M{wGRvJZaCte)g+BE|I%Fa+WAVPV
z-%yZ}ef#0(`$2tzjOoBIeg6S&&MVNdEeZN=5DOSGy4$y<N+8_qCNP>^sJ9F4lSN#L
z)n?(?b38wK{%U0MK7hTT&m^*qjKmt8v{TVZ)Uot*X#8+G#5|4z?y9c;?vDsvi!aFV
z)PtUc|Kk@g!}CKF&oxS(ETZ+ELUAIc8NY^%mz=Cy2RL@P(C6XdJ}8xI2c8A65zPWB
z)!OD0&?cV%m`$#&6+Wa<-0=GHav;o9DSYmNjFJou#4s*r>foC<_j?pygZug#_Xn#)
zO8pQV(^xH(bh+Zn8w?ZKSgK>CZ`dY_lX5Ez@xyhB{2D}lqbQ+-wztv!k+_LlK};-<
z+xmq==-TCVgah$3vsPYS2Jf6op+xt!o>jW$=ko85@M1n|u;n<u-b7oP3-XV{V~Ge%
zjKd$IU*mU!n7ZS?MJaCXSDEa00;;%@auyapWQ|l?DBq+MP${@b(0_d2-rk=2*C&xZ
zcQIrLoyazl^f;6;RW>s<O)lzM8uKFCu<W16DDJb}haDtfaLg5$on@&X!PbFGpnDTJ
zB#O>Z)Y2k^tvnP4jpmSOM#gJ-6B3R1M`*-o@F0)Vzoew3XY2Q=H&RChS9_@hv*!?v
z2y%;8iH|*R0CZdyVj~>4COHtgd5f-auxbSlz<q`9DnrcU9;=1iZT!-htUnoNjKwEH
zXYeGIqe*qARcw5yd=?qXQzWN_lN?oS6xl!skyZLyH>$F(aJk#<-f4^5kBxV8rTNB+
zG9<R`>t7b}YiYy^yhMD&9O+r^mk-kG3Q=Kk{7vIXw=$F$46}Kk{WN~`=kHi{UuPrC
zh!;ZlIAB5!>rn6sKZSAO;OsNBRe&K+3S+2%n()&bhKD)tqw`=%g3{r`GhAnnm1seH
z3X0+h;MH?OI<aw+>tJ>xfRkN!=c6HP&VVnrC6fh<)+cxC1~DmVD5yQ8+4#BceSQ7y
zIb4@{KyC(KsKg0kYpO!fb}$7w#$tDZDl80Nvj_3tH4Yv#M&>5=3EbgMR$?V9Uo1!r
zk|u##5_vMNc0FMQae<K256l$4qI(L!3_L+fmCkqDR)F%T!BX6531oK%7#)LdVdiJ!
zi@AmXBx*W6ZXD?{!yZt*awKZ}W~Xka6G>CYBdZhs#XLqQ{CC9Y-wahUR^9k)1HIDv
z-?4S0eqdiDpM8+_K;_8JaZ%VG^?--*qR;6!`|o{#rF0PSUJW4p89s#sMaz&Nl19Hd
z@w}*=CAz!AK5nh<o)+PiDk1Cnu{_H~6{$hLAB2vK8k9<Cln^Cu)shGm{vE=S{f(iB
zf(Y=p9WX5@AM*wHG3ftr;o}AyK2Q1j67(9)=Q~Z9SXiB@FIuh3%2I+A7&}1+Rusnu
z2>ejUp<M>mj5MgP6rGuwnU~?G?!!9cG3&h66wmzO7DTSM!(()r!Gl0>(Cs`U8RYJU
z;m-b$=x(Mi`&xt<|0&QkUA#%*J47OUkqR<v>tBBLNsvs{4I5DiO!RZ0ZW(_1gCNWC
z{@v5)OrV}OK+Fn~&<Xt#da&WZ;L*Xw1sP)u>ZVXYGSB8(Ld*L*0W1NyVVi+Sz<qBK
z1-e*EfGzy=NdY>J<S;8Am#HOFRt=f~6)Ws(T{A{VJj>*t3@nT5xmc_)pAH5D({+;T
zEb%1SnbioGHe$N*%sb2)R>~EVC12)fl{knd3fH%k=^G7R9m=LcyR|z1QfQCLfWc3N
zsc~8)!Oy?AsUXH%zV{~ueX)U@<wNE*>i2y%Y{odT`Y0$t$6<A0_B%N0;RxW5)Woby
zUnl2iPyJ3^c~Fiz#aqX<L;F}V6iJ1JX+D{#>s{#w50-xX2!@U{k}PWU!L9>VIN!>t
zw*-ut{lW3F@#whWBSY_}M6=jM-UiM5NA7|$5`Xs|%(ZwS0oRi@$U$(fVjMn9{UCff
z6AVnxKqZP)^MZZ{=%w)1Fo4_&ni~xs2h0!%7C5f6woC5?(=}S~F3H_dQshirfxNJ8
z5JN}9EgNZ=0f!!%n7H`TuU}DMm_hy%FvxUtbVNoTfrgGxa~>xFpzGAgf7S1*Rqq^F
zr^qPUn-qMQIdake(yP|jF`)GhT{6JgBeT@ub?pL;4j)O5F$jjsH(*W;XFVNMuG&dC
zDadaX#+1lsf<!&rfB)DqHAM=0Er66+K&%W1PGA~Gf@lKin}e}<pjJ`se5#gu5ogB0
zwa_j&ccU=@kqk@><P{m2hh4LdiGy=pHTChJG@Nr##_4fH*F!RL&>aTw9GJ4E)4Ns)
zx6#wS_Yt-2$DHDaO1Srk(BlTI6spr-)|`mFh7%qT(-UM_=0+q2k;)hou<0g<to#XQ
z3s9S6KOB5_X<nS6#Q!8cNmB=aS!)NmCpXrpldW`e<E1pL$BHe6=q27oTStdnbxX5V
z{C;xaL`YvhE<}q#(vXyYa*cSrecBHECz!=r&nsd<xAzw$0CKv#59@45fFsIVt(NZt
z`W=3|AAUHTdFxaI-7GO@n6jGF4UP<;@j~uUTYn_Mt^-o2ilFxohak_ReaT@DIlVQG
zA|)X~CKVVoxjv`f9%=<w+7fKP5Il`<zBvk~_w%=EW1zl4wi2N&JifoF36kGN=R2-D
zbJmA0l=pITf7hV>BP(1B95jstlUj4XnCMP7w;dFVuNnC5>^@s+eOcN2+PPBHcw1J}
zbI|77sNb{_Pillx*^@Gjr{#s6%t90LIWqt;Ykv8IX^yMmg}VbaK?ZH?L!O!_HSrbf
zm)AvXc}t^d)!Im-Uogv>ZU4a)I``#EITuOh!@$8!k(JAy_)B~H4=%q49<l5aNNTzO
z#M~*8@8ZwvomMv%HB>yiOqo}HC-~M443&9xpJ2$e1@XlRc>R`s*)@`?@yEoR$y#`E
zyX_bwIj^wF>SofYa0~8xVxePTtblk1q+EfIrnX1(u#p5`sEv$V9#=Iu=5M@t+dqu^
z&j<|<z~P5z^*gz8fs!&Va3j_nkvltnvDBJ{TW7HGcBGh(MZ%$Mu}&PrU<Y_mrY{@>
zTiY(h=Os=Bn12E3Dmf8nhZoH0Sp3dH)kUlEC1xcEodubMq;4{mIYENNdt6IFytJ8G
z)?PfFI^~v+deXX_HCW7#D4zs=DXCnFNnc)N?Cy>UAe-#Pqn9A1exPzJapvqwI%mj(
zb3J_Dp!V6D5z<=ZwhtP&ec;^J#CYVH2pzS|U|0N^P^C34p$K_U%=rsjEDU95ThN9J
zCqUSFZ4p+1`}%vg0nSWt^Ze5i&ozuZsWGxezRJiDKA6i$8yF-#bcWd<lo(6Mqru7P
z-ba@$%hg9S7@+V&ieliHmVuXhFeL}J=o8reRYjO@-$o!^XE1EITaAZ_i`xsa8_)x=
zM}m=gz0%KavKIaQB{k}YG;f<~15aFmeJr{aNHxYL`1>*rL?3w`4_GExk&C5sXyxU@
zOLithGO3V2(WfHHjU!C*afCNEk|w7l<1)?`hLB|(03lINaFP{%XYx44C-&HShK5wK
zw|=S>i7+njdT$+P_%>onz1hB+tY>L*@O+NBy^{37bMLeg8Dd~K|K0Vw>H^st5~hu`
z&><Zcz+wm3KhkjlJ$C>tn}QXCjN8;-FJcU~O#{`VbAbc&qlK~wr6utmZyAjZgHbMO
z<+F_l;XiF$D>t@d{qwhPFV~ptA!CL6zHr|5Z)9wuLuQNWoA~IKl(~L0cHaN}yAzVX
zLEdqKDj!4D0bdAGQVFrTn5U=evd<&3A!P~4qKCU?4jcwQzc&eb9&SRZ7tv_FlMj}h
ze~Rk5smEO~S#yL5DiT-@=i~!R%lvnA6_8g}QNac3?^m}t43SZ&KNs30p@*$v$ji$5
zxwxVuWp@l}9Awa4cW*C}RE~`7MtWQm67uR|Kzj;tnqQ&%1+F<IWUAg*2=iDtMR41U
zvw#i{3yd2`5w|0ZS&=D6AX0e!CF6{1|I`~9jSEM~v-xIW5!YW~@IyxY%VAQ5w*Op&
zKyz4LYQI~oqmL+7KMC_8lO=iZhK=brp%|-g=d}KqdLD&<=Bnlh0{|Sz&TVLjeo%F@
z07DoWI;uMRu73o6Qg+Gts9lABiSEj-i6mq2|L}d`)nk;FuY!dysDG&>?!NG@I2O;b
z#${2OIuBZ&xucaQVD>ma`3G-;<q_ESkhRam=DjSM7zdXhISR$pZ**}n2K1YQS_0J<
zRW@3!;+t<y3s8U8{Zi$iBR}x7*SkX)wAbLQ?PBvPYrXw}3G!r+6+6`VIo8@N#IKd|
zph_hS@0Q}vJG&9ubsrw(NR5@cYN}zGoQH=ncy|~H!_|^EdR0JCnw_0~*#g@wC{U-u
zEI&j<Jp-2|@>_zi6H=)JQyooBlw=jypF+`-AIsiO>aRIaeSn0dhy>J?I*BU-71djp
z5R35T42~}1Ny!;n5|aJG)iI<g3JBK%#p_BOs<MU;DFWXI@~?o~5^%jAhxS>SUdbka
z&8*ke8F-xH(30qF0hxu~Qmm+->0lYZ#t7S_V@CQFaZ}$f%Zs#`xYOtBL4dwg7S11A
zkI?%xbP)1&t3fRzMO$#!xgpV70y9p;uz<0FjwM1`S<=ebz4V+qPT_osqo>4x>*Uq`
zw1XP+W38)5^&?Cq4}m&x+hqPb4T!gMid*^kgs5=S(o_!4tV{RYn?+8^wTZ9G%lCOM
zbv?K}jr|Xqg4&T^nSfIMVnfnDy}BQrUU&Img?v_Ah6c!lTeVZf3N~F?LO;pB0w-Z%
zzgMPs;5jepMc^47NNz#Ht-w}(Rv)fR6x3I}^r^(;4VzN})r$;I7;FuZQO$Pe-H6{j
z)10YE_Tu%Xy%2|oS-Cbzk)|Sk1A(+;HaD+V=_BJ{U8obVT}iRY7^J6r)pqQtYb?xx
zK#Eul{)pzQ5z}YX{5|S|%jv2MeO2Sv$Mnf(vj33B26+GfHvrmG#fGE`8KLepy^NvP
z2g|!ITkQMS6PNGFX&}cDMX8s@2c}k*U_arbR;nWu!#&S%gYLX{w}eP%G?Vb<C7~Y>
zZrk7NV)Cfp<T1G^-^wuK{(;9!P5ETKLlXTu31?3ayJm%{eQM*P(`KTXsq^ug!FNA?
zcv}0z7k+z+_3D+s+d?yS2bL2ET^Jq%4a<S+M){pB!HMV8i&0#?9|B~awT%twp`5WV
zlxoGu+p-a$H43_%QLzZ$+B;f4_)>o2Wc=Ox)j#^3!)+vk^ESSn(gWoyvrdgOyf~|y
z?e>5B*Y^O=U@jIj2$(jg5R?qV2dY)B38&H!v@>3keVG$*=BXbvu8FM|;K#8}#(aHk
zaZAF4_w4)l9YYu<me7<T5JR}$U)k1_4B2!*Y~(+@H0$hz@aI;qdaP-2QL6THA+5!@
zvFzDKf#h}oI>s)`t;K6rbYiTJXmd8^%ugO!8&wb?0oa->#2PF~45zTbiV)*r&)my(
z;Ea)arZKK|wd8!VM{-UNMj!BXbg2vab-wd5+A~@9Ye@4TFJc;C3fV?6%2moL#Yg&3
zg#_qwEy;h({47B{#RO;wLV?qwV&~v45-8PlTF2fdW&vH%UsQE9^S}&rboo&u2SJG8
zQQsD)CxgAV1WOKGiz(y!xw&|*iCq*lGU2aSt&;UhpyYL?Hh*U+<4c>7ftOn48ag`g
z61XMcR-iXE%V0q850(vk<Y-3$+9cjXJUk3McSuDD-@O)*UHSL7lbz~xF>kB7DeYge
z#dVQsRwP;RNBlasoc|}Cdp{Ih*!K}qnKEsKPCN(MYE3-Z5op6G^D*;LTg-`!Ir>su
zLC$=7Y6a<*+eY)Y!g3+8)hqTexCxS~DAc;kZmC*V!?c9XhVT%*v0Y2_{KObH<y2_N
z)w62e(MShvk8t<)-y+oatvBX)L0&45QnzDT@|+MeSPp4M1ot8NImMG64ph+}1^<A7
zsmlQTMRqNnZv@q}Ka8`~GWeW!Z;`oF)Lg+QTj?ENWR*CW^Z1f36hN$5DVs_LX&#;f
zHqnKM@g(77*SA&TfU?TWq}TuK$h>{?ov}gSJ&*56ZPiQ5nUY$02IVGVl_X}!kE^gL
z2Q_LwdiFDf6gr9?>mBYRiw<g!<bk|VSh*db)5<u!ujNNU`X86uMf!f;&U-V2gPTMB
zfm-_VC%53Z_8YKEAYmgyXFB5D5_?X2PsCnv9EPG^_Y1dQ&9IrimI%dc&R-tnrpj@i
z0#BF3pMo9i)W)BiJEuvhi3g`Sbrl@J#Tvsz+m&3)%c89l&icr^$<*E8Vt*V?8#F%J
z+7yh49HX*A13kfPrOKwu>LTNq)5qfPmgxw{`0W#m1=pO98KShA($+?YP96&1GSa=M
z^0&dcsB8F#x+(pSt3H0CG&`bl2U-O}VoThN-r*y?Wp;0v;G4#G`nEe-<567rjHJ51
z`ew>twd_Z+FK^h^$A%wdSst~U66ykLDfc3dETqt!wa<>NILYSj*0KiwJ3ZmR<)3E-
z;|YbG>yrza>i`z2+Of;-a8%mcYjL7)U99M<=zlX^NP)##+-ypCu&Lioh};e~X%CON
z=#YP-;0KkH3waSLLJjp!9NSW*?&V108QRZdBcA@!cT5*|TJFBrHF)+bO-a0GdS`Vp
zL@&MU<qT_tG~N|WR9~91WGIl&N!$tsZTn2R&aLMA;-0LGDjQRk$dasKNx3i;BTV^&
z5BctCb?epQIm!C7ADru^qHWs$<S+{1FRr2hZZLeTd}IE9ALf7c`*+PT8{*FqWapcJ
zx}}2d_cXm`u_LmkPfho;lbD=0jJ$|FUh(bl>E(gli_I_ucCYuYDV9e*)^}MZl+qL>
zyQZfE3%P`d4_JpYU*C_~21`)du+WRTi-{keM=r*n8vLP}kD3+5rA@!U|IBn&A|QOD
zBrx)ux9+rW#;=Z9GzRk7jIGYcdHpnd4OHIZSsZCH>S#4+#?-f;;s-o)&_I3UmjrUe
z=u5YMAm4ZQ|ErGOl%6ud+1xAPrukj2I0?%(HzHjj-UbeLIPCkT>zQ3~5T?(5YLxzJ
z(kd{?cot{;wv^#x_ge4rVB8D(abaS*Av#Q#(<{IC4+z!>Ewx^%`TVdPQk{H;BOpnV
zSuB!J@-;y-UMSt03M~-Bz&4U%a?UX4v@Jz%r9BQUOfjkhDN`#ww~Deh2bzWnFPAZ!
z`7K?gA1>Nj<OpULtnL}@SPiYy@vR=kPhBUtulz9VR4ek+g<31Q${BA-wXbH%2j7vH
z^PvQpbd*SItyXxTlgE3C9l+e6X8HcNn5W;PlGkKleXW!sNy&f6pnEg#N+-7Qjq`(D
zGJ*Z>fOP~UT|8B;aXCv8lLqjSCM07346ls8$D4;!ZH!~v4hziAKnYhM(TZpPqFK&T
zan_biHFAGsO1$GO0tJCkl)107M^K}$TYU?12%*IfSl&)gs@SdvFE#iseg0JB4}xV2
zlzQBypSjt02^&&eNc5{;4!+c_#j?(`#&?+3wwxy?4k!2Oj;hPwym!&3P2Zia@Ac#~
z%PVY{<vzBgRWmOOVOIJXJK8tw7k7Xx=VL?hTtzoCg>fz6ALa-jv-BUu2_Mt7ATtnn
z)kOShe=^|L&|zUGJCB0Sa2_Uk${py;Y620GNs&$QNg6}9a5tMK+sbitD4<byMkbLB
zaG~UWW2MF>6SpvT`rcL>r0oL0a$&d;y|6Noly~p)edg-?UkB?(k~K$dprUG#jQkK#
zPPV{F*hI4xanFSn4yvTYYi(^`8`X|Y@7~|(JuTHaV633pCucg@`fIL{5b|t-k18Y9
zzHGk{X~6ER!TG;{4O9K`+LVd3v4C~cJ=6w?j(2BhWQmvNQH9wrRDhKVm)8kvt4JL)
zdidarG&dpEh{_`-#i^VB4O{N5;TK`u%QAY-3qMVd#xra@&yKsp74NjKI+V5WbI=e=
zv>*Q3it>SeOioROnI`?$o}j80PH|ld3W=e7pT57lU&V=)NXWW`Ls$PwR$dNqH@}ml
zPQ7*0X3yFgws==adto6S=-mgwwQ>3Lt2O*z82^1}XZzK;POzqc;x85+IEyvYO2e!8
zGqlRoagjZ$C{K=e5o~sWnA#65J}4w;tZM{$aihyi)D&u!SNa^rLm~y)EUU&(qUpZH
z{SUXai=p4UbTPEcARu_Fs<G-5+wkZgjxa;haVh}e_8xuwqhtN-B!#6IKJ4QCa5r~R
zy8Nf^@9Qyogymm5F6v&p=|PD<9?N$J2ytzgH=njOR)g6I2`KSRrJE-HuXJ34JGa;M
z<C`(Ice9l;wKFx{D!=v9>#s1s464tm|J-L4Zy|*&lZuqoHO6e@vaVOE<zi{94t56X
zSf4|nhGc^4{PyOARsZY=<#4?>&G3o`Ldw-cVEOm*Yt457YOU|1Qo3Y+c1}N@+K|M#
zVM02Vv&8JI&JY}z<FO;Hxa8!+^m^~k*Y!u4D|h|nz4c)YXoGBOaeMHuU|JWQtUD#q
z|C%HF_&f!7$Mai_5hd3ASnSw9IFxhsaGhuywFB-`1<9$Y;wo+CCh9kM!?a|J)E27K
zzi=~qM?H3wGkLfQCu+2*^cbHn#U9by$hbE;Z-YTv!kEa&&~o>?CxCa?iupdo=zK2u
z^uXAj$~>dBSn?1BDrEHVWMz?>C3@3ay8Xl!hSC%P)bc2JL-gr-b@V=%bbVXRe#xR=
zoc)uI1F$7gsVz~LE>NzH+OOm#SL1b-<&+5Mn|m;i-%j&CDy-ECxR*=_bYTY}M%8es
zN<k2HdrO?E`QG|pxf>H2<e07G!&CIg!5d|$AY;lpW8}%JcZHp6D`ruO92z7YL_diO
ziF&$L_B8IY3%H}?bMgO#<0QJUbJbyFu!8dAsmmBejs|OcR;hD+DKr!rh6$du8XQzI
z!HvY<vNRO!5B8?jSlt#XveINpNSvfJt8QJ{qL)_8v;Rmz#M>ahBwv+ki-w5M4u~^B
zz0(#PxO>xA#>800$lKuy5$nqY&4Y#`6a$_r5TDM@XXRT{EYNuPAFdP8C6p{~Gj?xU
zZ;x;cH0+uonO#Zf|9dm2+;KsGfu3_~GqP}bb+KpqantC~EcHS!P>dDWl^+;xTuJti
zM#VsJMPSD86@C@e_oxIvh=aikb|P{{v3fwa9KOhYH1T__&~hSL_b2r<C9c?!(w)gt
zhl59LyY1_H@B^jH<78+?6B+Ps@i|&QsrQ-2hVt)CX&6}gm$#PvF~0SNv#mNvp>PC<
zTFkk(W?yTlr~O_<YZWXNF@rs|p^!Uw)VtLGj_g|#`y$27hHIz-h4&7J>-dlf0c##=
zMK@~%ANS<NqPIVk*-0S+E_dC(v;crQ2Zny?$}D_hm-4!7-|;CYO4_4xj$#=PS-O69
zB`YdbUU@a{ed!WXm04pBxLBDH>uM=!SDy9Scz<0*i(C`D<wJV@AsZ+q%H)YqKX`4%
zHvaU=P=4B7I%(kjKKfYlTmEJ&TCsi7;02zu2gZ^LPokz3LsDF%=?^_|#lNHqrDt5K
zj#43b2+Lo5))GD}x;CXE07iYproUur%$)Dyk#bLAjPI!uzl^t50AzUK-wpUjPm!v`
zKFC>nkf+zt)qz$)<Coy5;uEg3Prw_=_E785e&7wSGiHz|Uzd-Iy?6AywVoV~Z?fls
zGhZ9x9d9HQEA_VaCY_-n0ByMI;)ypTZPkEjyh!hTW?FJn=4;PXh<IRR_&uQ~bv9xG
zMd(Ww^C->j;x{pr>_=!=45NP#l0;}lR<1f>MX>$&In#{>WUrL%0H<G%aYrMQWHT_n
z<!O{yr}@5)lpJD$mx(Ukh9YO?Y~_Hb>^8yMFQ~A_xG{cj|GNV;af^8K`LhujaQ1{C
z1!RsylX#jvQzMC0;uZ9G$UCpv#p%Jfi3)bP(AeJAzVnx7&%U1g`CBl}?@3B^Iv`h#
zldNrBKsNg*q&$j1rZ-cE9nOD^!$KBF8q_7<)AC?_Y<rb*y{Qft6#kYa$u2F?=&?l>
z2_>w7M6FtCU7o8N&AqchMRP>>8Xp%ddYu>_1atZMZZ5nOlAx^DirnjpceT91?)O;X
z$+qalZBj>TQb+MdjS?R~nQ0L34Kg11T0yb0^swMEjRaY?EG1{k=yd|H$-n8r#a>V$
zc~R%e-r~y791k5fb~*xuO$WD+$mL_)-w+HUjrXm!)qH;)RxrHB4|7DOleb~Rp4961
zK|Lp1RqX19LodneDX00u-wy|6n-3loih4h~%kGzkCg`2-O<<dl!}HdQphdWTBqR<&
zkjHJE&SyB)W^H1J4(KpbC94ajDO+dB5@OPfA2mmkpE)qv(*he0JSiSW#z++wJde(U
z>rWOBXoHdO{d7X0(h(cQPUjh2F))EmXFomPbNmy~^yzzfZ^_!?U5DOfn#hM^#c+x5
zK^7CgX1@)I)=)b(I+kYSUEaSKOxMq-K+foGZOF3BmbUB+&+sUd_u54!6iT(DgYlhS
z{t%OTG4%Y;@|+wy8#$FyTbmZe_UGx#)ef(p3v(Ec)p{c(o9ww0-38w*l?*@8<kEkM
zZ$Z}?9T=8_E|!8i&w-+Laf!<a&90CC@_2yV!+s`{aJF1T{{ss$e{>(c=wdv(cGS@j
z=6C|gg{X^vEi3t5dp>I^J54s!7zE_mq>5LxJ}dg$?_DF4&_jBQp-AY)^OhNUKyttz
zowFmezr+de_D%IP|DpBybi4h!i><LneeYBfx?p_fojWvT!r_qkKp?Y9|GGZ}L$_G?
z6_Sap#Fk*-y2z=gZX5gKuamKN8s1kvxjJnBq@Hs|&azM07s{(_bD}M1yr+K8+Bg%r
zbzUZ6PuX)JI?qV*<l&}&i1OdjUJeNO7%}-U_sO=e9`D>M4!jy(JKit&!wWj>yp^V{
zg{3(AjPZ`4Qs8%vPE?f0cD{*hzfKi_26<B(V|Oq&SDe-?kUt6;0jjAP(|9jlx}!04
z$)&XD2c9+v&qzd<;14zI3S*A=bP;42z1rUB5jy9_iz$>rB!o(_kt*`l_z`I&ppOGQ
zP4c~auwK8r_rO9RkGw=T*Fos*&RIn(Z%dvU>l#)C>+he)%=U>e)qR8edB1e*ieb-{
zA0X=SBd4JG9NdfgzoHOMee&5Y<#?qBy#OB__VSKNjBOd1ZiA30u(^L8WM-HaCc_om
z%9WZ<9e=AM#_2l%*JZnhtQMT1*n(M<zu8?{SO*AnA@K_+X60k)57WPyE?o8c=aGDr
zt3B-MXi({GMHy^aTA}asUz>;A;xY>%<uN|y3nzl9x3caE7!<}<t4rrU`x-;)0%;ee
zKJT|YA-_DXpakTMlx>=!DnrdDC(S&<UmJ4ty5tTUcfKZ0`P)dK{yf9NA4RJ)uS23N
z3u9kjQ~bZz1n3?iMG{=tf%_om48Ngzr}Ajmy%LS+SiL(|(69FM8K3Hd;@9-Bfw3~N
zHYEDtvDKYUXeKozcmc@lg{ev8x|K3Ye}$<aiUnjP#?%eZVaW!63>nVbTNyu^=4-;f
z)?839Iz&$c^*Od5ME0$&%$Q1H)4s=&fJs-~C4pQ8|66B*t&;_te!==BMzhCf@}EA9
zUD6D4B|a!0jV^bRWtCWe?vEEmbS=+QCc%cq5NB={&yEUrwPHk}$?JyFtGXM(R*(tW
zai&pJdhYf{1Cj{;w+CRY#ht$*E+T|k+%T7Sj8s8;acJ)5!fi!-INUi}vF%xRT|G%j
z?{VI)Njp^&K?IA08oCUIhT!q=S~BM<6{&54ICy=L{$<sSVIxUn)b<kRlHNYsKEB5y
z9nEHKDp3((D&?1H8bEj!pw%d{X8EpcGopq*$WqTG9rD4C?sBVcUvc6tt>ZGLzK$Nd
zOSusufWq1E{&A_>ob%kuNnriszF!~M@1ShVTA^_5qF%O9=t7#yBpH^C%8&F8`guKf
zjXZ|}rTve~I6+?KN>?KoTwBa@^|8J3*~dJtzwiFRypv&#nw8Qnb@Z$jW+UdG-!dJ|
z-t5T#-wiBJV{&iI?`=e!L&YKuFp9@)+!lowe>*2`J=0fzgUNW(+_#?O_L62R3EyhV
zlOD5CI-a$k?7W|3RgVNh)gsAeTd0y%B~^PKJ#B$%TQd(N199v028sLBsFmlh>}}rB
z{k2J&^Aru=^FG#yiz#5iGKqQ~t=RTB*!VNm5}iNluybss9v;>wahzWd5mDzPiw>_J
z8Z#9`<!Z3wF|gK~Nxp8)pQ$;gJY62q3*jyZsixcdaF@(!kZ!v6@_Mkw2=OzGMa^E>
z3?Z$1cPsu9ei0zeKJDyrAf>$Z4l~#)0DvLxUcA^BR9c!Pn*Y)ikf>b~bHARY+^#4e
zJJRaIH?>-8qj`sbVN2P${LUlnbk9|6x?_5wJ1<;!YRn4PsGOyK)3CHN?W;&<S}2+`
zTS^i1cIycDJ@%t~-sN8AzRO*P@j<4{<G?2mc_J)&SRkqu{sX8t{(W=>ZoS-P%9RhZ
zBly`cWUn_qnQgW|Is9Wz9RFoRc$_*h{l^NF;Rq>Q3Cn&`vw}tEU<aq9JB=-9_>G7z
z{p{PKI4=$^J8tgqlx<4$KkPM%&H7zI7lbgMJ?(lx-wlSU`+4Pr_T8wQPA6|LxvnS?
z*Cl_LGw)*NJF2%Qj9!Tj<cyyfUl4I_uVv3h4Tle71t9!~*Mo-ZTUZ6McIf<EkS%Rf
zLC&YfrrWj}*-GS*h4egjV%F;O8-H+ztkR}<l(v72ecoj9fi{C}26*?NHrIbsqPu1V
znGM_(6MabJybe!ls3CnZERV{qCC=VfEf4FUh_hm4k&p&6!$ecNmbcl~TesF?Ap0oN
z%2$uAZ;oynr%hr(@xXg{@a3FBW1dGkw%~w<ci8*D;iU&8JnBv^)USOow6!V%zi4kh
zs<?57@}L1@FULj<y>{>Z>m~-nQ_&SD9Z$q?d+YK1YtU%5eVc-($LXJTqM5K4m?b!g
z^*RqP$?o_)>mT8gcJXS)5-Poh?uYVPbRTLL^8b~Wly>m!A<+^fV89rGOhgEDVK7RG
zwtYB7)`u=K!KEoXK)R9`(6+d0&Se{%U|L{$cc*oF(>A<;ep0JjD{s8m76+F)N+VGN
zpwrn3dbu8uV^exhGS&KCDlI-G^jW0K@dxKplA9}RAWg5-r>FV}NHic^%0Qx=zqj^4
z-q?^J<xD6`z5&D2*M-o-;@;$n_ai&)I%@}ZS|nrLCihz2sD%6DOFCD~ch&NdxyIL~
zKJm*rahXNi+zgy6q5sm^%;@eTrCr8jwC36aohV19Dnu(M{ZnFHQ{~?XJIzCRt|98?
zf$yP@jn^>mBHHsZ0)A7O4p8{ZYXv}Z)5^ba1t>Bo&w}I5-06hO7OsIStx}E>?z6Jc
zB`H*9Ig0%rJL^&3ktOtOV}ua3{E+J<NCp{(-;C%(%euVq9-DW(?s`dd>mORARpQ<b
zuGs%+p*z-7XbH=QGx80}7yia);>c?Lgros`Gj+eUc{S;lY=DF7r~c~EY=5Bhn!TLS
zCejV>=j~<|KUzQRcMnvmc9m)GrG(ZMj~J9tMU#4MR7f!1`n|XFx**%c$yYeLP53&$
z>QdTAoS_mUGlCY90}qUEcN#D7ZVzHGzd#LEv)oQb_G7UaIb-2ZOxK`cv$ofzvDrxI
zvZe-H1}V7YTcX~WF^mkAyw8tN_KDOfdNsV76QquTG$0W{>a&0eiEY8vG=;#vx+1$K
zo7GW?X&{GI&!|>EG|==G;-8Qc=-$m!CUV`c*AAnc!DyVZ+g76+SO^l_$WJP8$GA6B
zd!7Yx1a!KjH{bY0)5a6g6<kaDI#Rn^gpbGbs@{X*x?E7u6>GtYa*y*Fp0_vZH%Z)H
zlRNgeh1<-0Fre=g$ojuS3&+Rp<eL`fCLweJL6)^y>vpsir9ayO(m`E?438iU0h5GR
z%*8*?@2=^uQR;qXX`|2BuR$~5EY={t4k@ruS-d<043IEyQ>ZDJPkw({O%b38?aWoX
ze`5DkIW<Mo4a<Twakyl55vRu%Fqqdlm31?1l&mp+X&eG706%v`{UXlt*e>vv?-28@
ztx6MuDr}5%q*aZd(4!VxZ_f`cLyL!IUE7sZRh^^#lXk{ZV)CP}yn*q?kOmMPYjytX
z|GtMFljY$VeOd-x81Y4ILlCOS^RwawG4?Qzf$WGnab3IUCN!^HX<u21PUFs-Lyn@m
z0=60a{j7LE6;sk>f)~kwprKvX;1E{h=yGEQ|9CBh@F<nLuzSFlCHev7!1on@+Simn
zD{#KfRt1ZL3s!JObhD1lD4oI8@uHav>0PbX;Do;mWaruwkD-+xxLxea62$PKbsR^Z
z5L<&KA;-`8#UFc{^uiH_IkbPI?GIL?ZJYBf8banAR~SOoxy*I>giBoNz13)h-Ob;c
z=5-Vp;JdQ@|7Q$J2io3YLdE?D=bW}l%4EUDX4Kme)U@)qG-Zp~i}5Mcb0c1}2M2SR
z{R!pyP<qd3Gd5#-m@Oeu;^*&x9_Mi@xmcQLpvrC49&gW*g4U~gMg*d7&GtijKD}9M
z4_NoF7j2C$8qCiQFCfc^s%?{6-DHu{esP0l?WgZi@hL<#*rWtm{KcW5TPYSH^kWHK
z3HwMi&R>0QgdvpU)v&7R|AY?jeQLwfUxx2k1_cwE?rN7jlh}Ig??>m4EnJ-M>NFdZ
zaK!0G<a)EFxL50A!LJwm3UeQs=5Q_WJIoNDK+@>@qYaMysSf*_U2MhN5Wz$dTY!~W
zQ0f%oXp!)Iwcz*N*9i$B0H^D11+Co*Xgl;C-jU#<d6DLh2HzJ#mqzIeQ1Dhuzvv||
z7>iV&6puem{D}9l-?vxho7K<9rwq)W6Bi|2NIC99XFVwHllOxkGk+qVlA^sBAxL5|
z3FQ08MkptDuqWBWrxNFvo#0EHsQ0w)0zRU&&;Ry#c9X+PtQx~XY4{qlo3r;kVuyJe
zzy0_)e~Y1XLvqyaYpt((kQD)(YqpTWfN{o#AeS!ETUMK=?v=33z2tMf{Cl9zlAtts
z2?{@>=2y~X?aSDaSsLsw&wMX;t=v65ZN!1WXT6`&J36``G#sZTv`q1xD%te1^j-h-
z!UN}@Qv=E`u83x6wO2D1;ma`pVX~+{!NTzd1F>TnZ{VU1N3aI%ZDeXO@~Vegj=&b>
z=<Za*-tuHe-*@?AVW(e60&>kw4uXrj%b!45YyB*p%|BfsL8<EvTWkbPmh{7pX?c3x
zo8}69rw7B5RRHF3Xf&>wI@#JWX)tlmsM_tHVE;5cbtx<_^ONg=o$8s~CMj1`NZH%h
zjWX`a_>gAshkk8X0FgT~pTua=IpZh#o{W_UZZ{bJ;yd7jT}Srhpv_yoqDFxp-J^Zo
zlvEds?WTNj_ZoM><({xNpW6%jk=9LyKJ6Hz?c*gtK!7|oV4erKQ>7dCdtZb42vWi-
zk3xw<f7ZHej(`4jsKV6!AS!@ky3H$!slPujgEgWP+IP1G9YtHnZ1}@}!;*`}{%;hF
zinQVYK9^<UquC$WF>*(hIDRb^Io&-a1LeXZvr|yXR}$b4G(;FfP8W_k##VxD9pl9v
zPOg}$7Kr`9Y(R}X(p`YA;**hN+1Eu+e-eB}TVd#BfM7ju&Zb29az0YGgI!d_8T#SG
z<~eAjU-q7#pEEEpJScg7adt>1?3DZYJkOd!nTsPtrN_9)QsdL@G{2XR3%;jkV<EgH
z@=2a5kqk+cvZabwh6oZ?E4|VCM8l+&x=($VNGizypE{;%|Dk8}%R^1WA{i$Xo)TbS
zNB<}D2xvzQ1&`_o24oe8_~fF#<~$115l;3bJg3<mv!<PYD%84jP&YAI#dxv)@Lo~0
zV$}V-VnT$2#Dy3%VnZPtET>a$X|*sB8ZUd9dnm}s>-WD+;A13(s|mvY)(%IlOaf9~
z39CcI7Rk#5sGz^$MQz$Hl1CjE2X3}8Hr8#wYFbd@@f->7zu&VzcdKI76OCYEVfpmK
z<t|hE1WKx<+kHJnNbkcHV?y<=UdI(MQR8th_3!Ig&oRnMXp5XUUS(Na`kLBOwQebb
z)xY{|X+7$#()Gu)PGdiX?F&f%4T1RB6wdxH*~Zhf1o3BOkk*mz0#!>%D^p`5<&i|>
zbXVaA1-<U+9p>tCzu?eM%?b&f{nF44=RM+=i<^Ojy^UHDom-0<%XBdPLFnqbPWG1f
z!1xC_`J}le9&F4sCARS4Ic2Wa_OKFChE!o9DI+g$TgOg}Wj9m%Ik)AO&Mni`iG<RN
z7jB-E$+7q7;;iMXrbU(VC?c{K*Ow8%=m$wpDx!-XqIR+!R>tlpO)^beo-aEKCyldW
z9-P0*foq&dNYWaIOVdYG4T~GM`O9U5p}RD0^`E{g5E+#XQrb1z)L4S6nD+P}?O)9$
zXE%VH%pYwNiM&2RGf&S5%`{er6%rt|9)9+m+ispM^@--tV#>OGKdx6hwTi&JV@2n>
zOikWr)(IuCyPky}L-A+Yk6c2F&Tz-veIO?1t#16*;&&9H6t(t=5`CAmO(mV8!OBTr
zhs7<yb?TWJQo<}Bv=N_2GJCFs6yg$`Wn_8B>N$H&oDF}wbegMH(Fv;+bZ>)f#Noeg
zF{bBND?KAs|L(K->o^1-HYF!ju2|zq?m;438C6l|auMp!SiQys=g6w>uwq-Etl4O-
z!S%Yk4ezR_SCq19vzP5|O9L^sI!E^$gYz5BcV_OW?3G|#oNRR@SmC?EbHfRJ{l$Ca
z5l25#V5whjJhDj?E|VnISUh(I0I}O|6l%|i2nmtU(wrktSmU^2!tK+2>w8G*z5|O|
z%Pn1Fs#60Yp|^FCpT46!5yfVkfL-h+9_np>)Qd6SSMFP64WD^ObbZO2MQ3@;2CqZ1
zY~4O5QUf7?ul}zAfd2;>78WO^m`Uxbb!Db}rCCU#QAq4Ls2m-_uO<7#W`B-<M4wX>
zw9%kG>TPW>wv02hEw}{On?%zdxw(nGEa%o`sUmN^Wtc;Bdrr2z;WlU-ZhsP1I7sVT
z$^ubU?{U7Nj#-2Vxwt1EAg@pmPpZhkCNQOVdJ4PCSJ0QXoX4}}8n{}Mn=f1(?>u-@
zA|=%MFqZb-)3Etdl-q!ruDAbwPiRPM?T<}hWbA>X7@d5<@HiipE#VGRM@Zk<#j6x;
z)|2!$bPl1JR&Ltg^~+(UM3*0vqAbjfW}Q;61wQ&eCD2%qFjb7K#nO#K*iD}>0tLhG
z;*j(e9&HSeAR%ez<n$B?E=BsofSPGlQ}?C6ztVNv5Z)OEZf<<(EPQa0Aa#?zr>ms#
z3CZj2xClHNv37v8A!V|Ia}p8~VG$9X&couNE?bjyAguJ{dWEdK$v~8LO@u%bd0HU0
zWJ;hBHq`olq@xKfrGYO1q7$f!H+6bv-mnd!TB)8XJ)fpW$}-;n6^-%%7zh|dDt9Uj
z^z0_;rjzi6QJUm;d)Jmyd9pUHspgJ0<gdK!{qWLC4do;3bI4!n>Y`rFWIH|s3>WvU
z29CC8ando$q91*ECQw$aasQ1KwPfyx=i4iZ4>XBelZiv{@wN-OQDTF>iKk9m;Hd<A
zk>5+t+b8jR9|K`Hk9Bw+uU|yAaq@T(5MbgYw6{w^*Soi`+G0SOE6YrpUN`DC9UaQB
z_%W6J{J5(Cco3xZ^louJZVm%r^OLSuIAjvu4Z2gU?)&ul>KQTJ-7;mMyL_2jP=Ev}
z7(nO<l0;qpsEI=S#lwf>5~n|ikOX4T`WyNHG2zqa&-aausXo|$k04->1BTz)>xWPt
zJo`lkjin#NPaOto{F4ggbu`~~k(A#WRM#ZdJ2c6g$k!@CTJa8@tDbVWy%BZF{YZcU
zyb)gui4ymx+X^JGz0o_EmC8Nk(#-Rug-&obG;Nv}PJO7<M4|#Z&|G?}PK%L_%12i_
zqm9C=+uLPCbcEE@(Tj_wNaHs*7dv|wz}Jzug5J~JwS}Jirh!)<5?B)uWyh=J(Ji3G
zaUjCp+YL-V5n)D|(#9g#Tnf`alg(7kJS@2&Qx2|=3m_n#*B|Ke?dZeT`pC3t^5ZfT
zQvW`DqYBWF&&|uL(!*VGP_TPo4y-+Na65KELdoklnh6;yn#6#V3Ibyb#Fs1rYpbxZ
z5SeMx8$%rlH6{d}w6oa)LCp*Rm@FJ+{XDA&r^r={iiY+kB_)FBj+#`F&N7g#$i&>a
zhcYB%C(Cd`Rd0bw;A`gn2G{MB{K4U2JaDgufG-LNm4rk@jw`)5k=ds3&1dm|R69yO
zqtZ;(Bq0Ujd`b!~bynzpn-U}AuL~0LtA<FHsh-sN=&sN|{ih8vKil}^_B2Wh<xlFw
z<=@$1k!`4fF=7jRQj|1_k@U;eFNwBw0J=-p)B!@V$>U2x8^f|O3<L+8(QSh8D4+Z%
z>JZK_*MsUUUUjJxhjlDqOn-_(9W1HSRpnn`MEFRm2=b=5h?PzJBXd@*1EJ>q*W0<1
zv2F!@b~00VS`_!07#XhtL3Zq{D;eBP;9OY-+M)&vaT0jsXe510KcfhchDZkhI~>Tc
zg@r7?zBiH5(W$HVgQF2?M*~$fP}r{#F{?;<dp8d$DyYUQF@Xm!pFpRxtE&pkBmgp`
zB9^s|PWb#3EM#G8hcJ8WtO<h*=LTX@Hp3o~UYbi192B1o$;rDVc3gARN#bn3*^^{R
z@`;Hu*>wA6HWZ~mZFS8kB=uwNOsQV}D5w72;l!2BB5aYB<l+m2E~`|XYyvpy7~qWq
zw$+qP8x*w@E4^Pju(u?Q@OI?Y#c}jX4FUkUs?0eIF+wISM<nOi=Y9a~zB+iW0C~u_
zZ#igkT3w}I^Up{y=ML~fm(Y2mX5zQQ!PrCNuk2=N76bd$COgvb3AS7Zz-=KQlDi#b
z+arJ&E8|H|PoHjb<C^*KJo1iudS+%O0uYv8PlH~t0k5zN_H`7Ui!9(F1Y~4nOeO&|
zs=K>86ZGmx%NJOvD}66K2T}!NUFHEBO9A9oR7CBw5!3?pj90MORt&N<!ZdT_9{v$Q
zF14(#Rfi==YqPT!FmJ055|j~p^WM!uL@AFDY-DeUCxK+gau6T&1|>E_>{ZG5ME;f$
zr9B<#Z{tR_bD|L<MvpriwSDuk7F4_Ize0aJ-8z*8fn{LdN>v2gk;)a%Et=3!OZ!3m
z!~zZ{;`i*RWs^f4pj5{Jk6@pWIzVPWx^72+q2}M>q(T0gHlpu6Q(PozT`n*s%GGne
z`ZipmO=cKZ@W$ZgEp2Rk7QxHHf{1_}j{C+bm&1>RsrC|{P_&Z%rS&?do`2eMg!1?N
zsi5MR>PDs)!s5j@RQj+WrZ5%9>}8>y98?T(&zR+Xmo3eAL>jM|!m2f2(OV4P`glBK
zb964RKK4#bJtg-c$MO0{&o>eW`U=X<>oggaJFzD|<lGK~xA8qp6N2%V$%%EUR&ruf
zMm3SfXCe)2#<<Uw-ltATfFok>n^lI{>F-rnUb(c!<C<X!TlfKD5|R+BbPsgEpGO>u
zm1in};jfOBFk`q6OkjiL8g#+<ql{X&K9lQMbE(>3V`05c`q?D+Zj9%<)v;^+mxidT
z<u*0y49w$;?<P&IH~?eEB&^HG#6rBp-kPK@d{Skg;q%E=MnM0a(!s?PhAxuai*(C!
z_#TTGIJ`dm>-+x9%-H)&D;IO*4Htc*cd9(n=-0J|(dk9s{s@~4VnbAZ6T9g=*p^Mp
z^~EwnB?0a4J~{WxDhxdZOuF>@)J{UctVe?O&Q5)f;WM3p?}dT8GD}fkS2uybtA_*}
z-$H(u&4&j78k-hxJ-vkO$B5Us9O?i1`4Y#v9&8t)z|C6!O>u+nhuo8j3MH=_#jj&R
zd9`JMo|O<)8Fee8WVqyc{w^ri2hzo7cU%B{PZK7?!Aq{BtZc+LQSnu8QKg4`@}RHx
z+fl1BF=MC3gcHYGPC{bqNR6z+x!}H-+`}7EICmG#k~>`A#!Up&BNCo-F-T+X>l5oN
zIh^d7*&?Kw<IEP@16*TCBYVi8_BlL&AhnO)yKC$Dd3kgqGrncMDk?X%w6)7Jc4zBj
z4;$82u#C<_Lhz*(h??$`*k~zx2eTJy6&$GM%uE_DlzuqNeEzPVqkgV4`TZ;lA76Z(
zn8!qM{_pn-Sbjkv=C#9xoH=$M$Peu9j9%-;Kp@l--d8u#jNWFI-r1`v;P`wpFZ9-@
zpd5Gl08g+i0$*AzHjs^q)40LZXAbNPp-LVpR=#|aZ5+q0e5tv0UQ?5kA3ph#^E|mW
zV9DEhab$$d76E`beq;}_CW2#XKjZ3eDDxG*^rx$r?_AdA<dfOD^&9&A#3l-loDNq7
z_^H&e)B=;Z&=E=F%;Ogplz*+u{`Ac|f(2R%z`Tf^(Tr=ds9TKrCF>P4c5&T;f0RTX
z`i^GtfB(7Ml}2fM`EH+vg#+c6C~q4ImU@GkF1!yO$j1w`->sE3BDY`Rk&!hLP>E!l
zd_M>DZE(-%UW_Wxk?-EZM)sM&Txt&PCGZ%&dR!r|sCWZ--;v07Ls3!jWHr&m_)=sV
zFw=<=m~`EV6egI}S(#Y-3Ae+KJ&O(Q-V&?1B9EHqrclP?>iJw9H@U!0#q{IG8=AMc
zh(cjww8*N}Q;2^8B)RKPLpXzLH?XblB_qpAG8Oc{k55FmJQ&Qs)i6MUjt`38`X|x-
zwJ<@RCQ6HA5qge$_)AWGlmqV=$Y{y#IRC0ch?*eMykiKY!?-jwLLOLHj5TzBQrM~8
zT@!J$_q<b6T-;x=^FAZvg%1^2h5&NC^fl`Nf&%p((7m~CaT<rg-X7Rz>uv}X5%bYp
zMR5BSD4SqVHX85zk=N3CJG-NfNms6LbJ_kL1w-uqvJ$3sXF^f-IJ?=sS=#4Yr9>8Y
zUTY_!m1#z*>I<0d3^gV-L&HAZ2s`ib#-7W^5Er!e$7jyR-`yB)`!hH%i9qQLxZ&z=
zt?<rKaf#zbzY))|)G2+wfoDpoLx2@>(&lxASAXZby`Xk9AHi=A_oq75+UunPs@=N0
zeG4x-Xxm5B5pe-Nl61i*H&QOUvOG2-bFMlBCCfSTc+(r)R8^x7_aUqg!N(Wm1^?Uq
zY4g~JXsie%Fj*x-f*MT3+!WDCqHdf}m?|(_zd<KhI#19-N7SDw@c)?l3ZN?6XzN3F
zcSwVXAYIZSARr(i-6dVp-3=BcEz;fHrBc$}-OZu-pY#3q&fFQsab!^6^FFcnT5GRW
zGnl4;DK9N8ewX}{n1aIQ;pX`5)8qQ`OseI)rmfz+fH40_BcHza<M0jh`=pu~rWLdk
z^{0GCg?l!;CO(Sb*?@We#o?x7L;9!Cw)9&av1L~~lE?FDf7>_=LX@>|AwS3cCKFSN
zs+<O}PK*NoX00t8M}g06*0x#4o9OuQ@)Z-~J4qV&XH7~nTF5nmIuqN|^9RlDSFK8=
zRv>KA1Gu&7+BQ3HqEFfDVpJ#!CSh#uP|QwSc-z^rl^NJ+KaPX$BcgYK%sONdf&MEl
z6N&M_AG)1b3&lO6(Be(&lKa>P%Xm2W7K^m#$)EMJ><#;jJJ2>XgXu_IGezXD4#**K
z5B7?vv`cHMDsM_ZNHMvTbh~?N7%pFAK3qQAYUFtu(JY?4oot<z|G4CH{*KkaR;a2B
z3<tw@#Xk@k0d|G@hYxG8(P3cNPN@?uQihoN_wQe3-B8>$HT*zCoJ%iM@T6s~6q&2*
zqoVOa#-!9`gH9mt3tSjf?aGR8F{O3ppPHptfATH28@$K)GI2Erz9kpoFkjm!-6K<x
zI3Cg6%hpEaTTAs5b-tD{oYDK>c+ueBuMe90by-n!S$*t+2b&%Arm}Rx9jE;IP2sMV
zL#lXT7<jYel?Mwl0K1ZkrxI}lgZ?07rgT2+A5u17KTb3mGOhB*>IV?k#h0tdLp$oK
zcH3tnznoX~yF6}VM#L|(k^L&gYu!TBTgvE5Hnu=D75LivmD-tFKO0-j81lK!<wXHL
z*kvIhh`>)71GvKXn#PN49l745NsnC+hZ~f;@1*rvNd&BuF)cN@pWDETgTb#1zgw%}
zeUKkuJo@tuEG-CP1g2H((TW=IWA=C8geB$fDk}OVdr<mJm6xbM45p%DT0~&_p>kL=
z-rLZFA(rxyGpEGiU+b*9sKhAsyK`5VN5Z6+d0rv%l6Wj=Z;}}>v*EIL#tW6B*U>dX
zOSZkMgky^DQ9geBKoKr5{4gw_??-;gG(U(BN&fMAve4#DWR8mW1fLv{Fb^q7(JLBy
z;owbHd*Hs@4Y0Ch6W!BQ6T~4*c(H(GljfXUF$j{z!V9Kfm&=ic+{3+&OWLSpcjh*!
z-xoQDOeAXi0+y>-jJQ%cX+#OBk4L(eqRl@?AtnnkP@OwOp=2JnzCsDFetB|Kp5#<1
z9clj_y~Rxv=a;)1t9LZ+*kdChAX0}wCqfR|!mzZoG;A{UF9WH4U4lPc$L<@pw(q)I
z%a`5ypSjn(9{u?D`-`cpzrYh$MO!-(SRsc`Nukm{8=bkXB&86WnjSc@;ezv~(X+GF
zRmsh33v)4y5cu_Ox^6pt^jP4NUiMd!g0(+i=DD&l;bkB>y>65hLaCEm6Pp$GIQS^W
z9)phgWwn?6r5skah5{%!7=1T?&si;J_$`MiTQ0^FI8uI;S&izdc$W}o=cHC?kaDEi
z<Yq-#h7Rbm=QLSI_F0c33Nu{)IdVGQaPMtA+^*a-!z-Gwbr9aG@VWDhnfE6NG9AnQ
zO^U-157(8pf4LT;cEhXHu%$df0URL2$~27s_P4LEobwA^)DlR}wey8KrXSueW$@ro
zeNRk${YmNVTeWoej|Fyfh3v<^z8t^6;BBeF`K@VGR1~ES25rb^iX_F~RO(g(%my8g
z$ty;09aGB=v0Lf9vi;5c!99!|ocEPO*`kO86CqTqv#I>Uaa)$Wfj-s#)kc;Xs>g7v
zSiSS6e5&0T;ftOxCP_goz#)T_-#%^VYF{D7OZGx0B1Gic%~vI~e?1!*C@PhQR=Ds~
zoWz~l-`lSZtG~8VlHu&CxP?;21;`@^@<ecNNq)J*s94ut3HJN<luuIeV71c4m$l@(
zOkq)tRBkJ3gH^yYw)1YrQ8;s*RZ>n?D%M&Mpar_r+gn@Uc?}H4*`I;t)NZ_$;`vd-
z{?fFA3&XdqThs6I{mpj-lBkWGo-75brPYVsqrcO!wDl)j(8@c_#4DRfk&56MkUZ<2
zYkd|#)wrxvds;{-{F-luQ`GZvExkzzjQL_y3K&(3cxZ7zR-7-*!NrVvQ|GIEkizdk
z1%{p{O;WFlh%ZAgKlku_7mMHPGPuq8Q0xRMYT|jIhc397iIp^uyF{6g2oVfR;^_Mx
zDReE%k(d-Ip7(;lJKyTF)bv{m+hs(;$xZlvO<o@k9~yI3R#O8wf=!Q;gPBSB`$UaE
zC3G|<vrjV8S)^iV%pEC`SI4ykjl5I+#L>Bn7t3@Z0wc#kEFgF|Oz)K}EG!IQx(v^~
zU+Irz0HXwL>P#@&E|XI^>7254{OP~)Y<O_+(@xsdQ94LF3KWOrRMNhg`2zWK*^h{H
z^O*EO5|#FmEx?pZHg&*XfJ+1ZO<>88tnb_3By>u6;R2!FUO#5KCpB}GG`H)#9nFgb
z?k+(@*k7iB6g&=8@`)2((m`as!p5K@<5J6UK7L@r0;Km7lePChig7;BTYn%72n%bn
zRmu=Xt8O$;giCmANRs|7n<Wh~Z?#LAy95<+e52S^@|_eSLfGlB3EeTyLe~?9&`=zb
zhN|a5uE#rmPB=}!z|}J<ABqcH<Y6B?GR{sn<r~LiqLS;}7uQ#R+E{(~+#yT1H~8Cv
zmgqJon_nn>+*Vlre!oObi2O|Ws{gPxhr`B*(nA=%3U}<iM|tqKU|1|x%jJ}A!*+(Z
zj#;$FJSdM!30%RHH^?ZnhkB$dg#+Jw9WiQdi<kju+s#&LX*|1rQwVT1Zte$m3ah|l
zzhs*qKT?{M(<J2b9E?{eSK9euc5_5Tp6a1<gKZZVSe-9VK{4rkseWoEmT(pDQla0V
z@jG{n1wHzAq>{Te_-8mp$%;%M)@{nd+h|$*#QYtWx&8|{bX3$1U}tPsH%(a<IQvoN
zJ1cr&XJN_q>v82bh50f1nr|BZ=}P0!UZvcvd9HVpX5Arr68Gmx<#LoFYCOvJBv)h|
z5vcn(@fW>p7&shAczwS;oj9xbruMR7y?a?Dd(0^f>HE}fh1q~0;nYWC4s8{k{O&Ks
z2_857)mlxLX;L-}Ap*+9lWXbjOP%ld7efH#1uW-6!oy9$)U#Htb;3KE#b@`g3gCHu
z{pR(%j?#P8KU4W`2z46dOF*xIuYxwWkffv}hcm;S5M3MyX0jU{2{}yqy!GSwc((ev
zrQ66v;k#$IV6xtRNN4p7fWSJ`U{IZ+v$NAJ{&@(lB>8|pgAbY{WA+aI4AL&`?hers
zhK$SpvAWAD%hPGNA4^*gk-C$na)OB~rwzScN8?#0@U0;W4XtB$qfqcCZ^Q=*bwQWy
z8C&ib?^G;UIJw*yEO&c>p}1|`<?c9&MKqcAr1tgd8IH##RMV+H-rcCD3C|82d#Rvn
zBQ60_iIx;?4Bvi<@brALGfO__eWF;$(=jT|G4uZ8L(*R(`)-A=T6vTs7*od8I~tTk
zVquxm?8Y00(O+)<Jp5ifdp(%X2Wbq4dxms~YE=weQ(#^wBcgY#u(U1!pu$GzLFEI`
zsBYj+5syZ|Bp_@&{k}vZ0oH5)V=^LOjWzx=wW<DEVQ3WuHCg+%cwJhj3H4KHOnv0h
zsxphbJP)V#YnW7}wLEGy=|vw7s|BUR6q*R+K*{6>w`E*yq#bCPmVBZ5!=~j1tx?Ki
z4->aHK}Z;s`mbSkg4S`w((km?NU`nvNCa*iqyC9!*Q>+S6>e)f`KdqnKx=j&5X@q~
zSJ<TigyZ_~%>q8p>X2)Fkf;MibmP)pc?<9-*igGr=ea8Oq$blqJ)mQD%ZDC~(S73D
z&1t?*c)$KztU}O++j-B~s4CepuZs^=N@shIFs;XtjEeNj&V(Q}*>RU_pODjB8ftZK
z<uoC>?+eyq2L$X^1U=}ht1_23tk{onfn+%z`6r<#c9eu7p|VK2qv1)h!-~9I9*qs5
z{_wsE{^CAc^D7V6G!<TSDsv|b<@_E`wIsC9dV!Gw%<PyB<QT$CDg69I!Oo5Y)E_MS
z05?+l8raIgQi7T<+rZ}zo3;m`aN?PwzBEY#qwW6w3jjsGUJ1r=1WpR|uR1b80M{QK
zuAJ$8r@O=Y`Iembpx6KqDm}=V6Yt(g2T*(9r5C`fjY#`$VNrI&-eMR3q^4rN0efi0
zG=a)D+&Wp=k%yqne6KP2FY6WX;Q`?pV%xmI!NI3{#pOC;{vgQf1Y``&nIVGoE_48;
zh3hPy*ejZt&{6rENDS}egQGh3TG%f&=(%14m&See+fsJVrhIw(XWrfSN^t2kMDov?
zWB`U<2X+>?#T+?E{RT){V~4EMT`N{-g2IvKZ8g*1)6S6&c~Z@%ejr05!{s;_S^Z}I
zJl%l8Nkom2MJ{Of!IXAGh?sJhkh!mEI-{p%TeSaZb)QoliblLo-H*J^{9Wq+#fU5#
zZKj&?+KVNNrP?0nyTIc)E2+Hj@8vk(pOzILE*xUkEra?661UErEJThT?wOm|Zpea{
zXJTu^T`1ewX@7N2mFmJl6cSmjMsMLEFk;|MG%*}x|LLurF*HA<*CbFWA2?Sqfs4ax
zaY^{wubLXdWnbvCTj+6oO-&6SdqG><(rxmHyYS?Q8VqfKZ86|M3Zo0aON7}{FfcM^
z11sld_v0{`agI>{YZ?JI!v4iK&~L(ga{%vy4Wd>C2NgkN;D0ILv9WK!Isr{TMsW5j
zNj%u8whIlFlb9*bGkx#@G1LoCB4g0AgAuI~txEXraGY>yx=v7e{s-WcYOlNIs`mRi
z(SajOIFL(Y#<S@@+~!P~By?Sy1r`i(2~F4v3P+i@<xa->UGzt?o@1N*k(yZ`V8ytT
zd0BPIIUGp~dilEL>@T=nDkrA^f|c!_zciECzHG7l=j@wOX*7=`uNvcP0m!N|r~S}Q
z%whf^loT<5KmRI3u0v{@1}&qF5i3bSW5!J>&~7U`U^IyA{^2^@hz*`psPIV>Dskx_
zTq%0^?1D^~9N&0<5nu9sI0@puBgvDy9O-s&5EDkQd)$Q1K$`siCvX=~Dq3I=W4pgn
z3;#@^y}s{U=0+MjKl`X`jnQ1*k&2?+aGMIk(2R!D!d_3o&NUF<2>A30KL$oYQTcx#
zdFn`M4}Q-WDn|paDB$(Q3G%gU!mokVlQA$bXN!xDi0A-WV!9W`R>k1k>mc*J6Cimo
z-xE?y<a<EU^Yw#cZ58G`23j|rR;F%_>$3rNJTkIKn9&<?G!lqfEy+n89~(OXy=N8(
zB(uNqLIseerW3EhrHpdII%EI)GB(-VI(&^wje?SL>4ZA;bM7ru@ohM&_I8mBd-Va0
z$8|-q1OQRb+A6$#7s#WB-a2;GdpP=17SA}+@%py6$V6|j9n}v){S^^y&t*^dz_8Ve
z*TC<_eCq5Bq~fgt`j4+4nlcg2Tj1Puz%xk9?Ga;G$9SRp3PmG`T*hQsh&hhC0H2k}
z#0M(3AS6KL+k~iF&y5+JWWOJkIg-F*--$dv^qVJtjegZzu9}-s&c38ee><b+`{4BF
z<-abRUtaXR9<_-uvrfAi(_wytYO|c||Kx+0Gfw}RaP@9l`j;<PiXzOe1*XuU6!W75
zPQ=eaz`Gq53-D(7YkwIc;?+t8Z1MWRIT!A-J)8}86D=*RoT6gSM4=iiOcdPi&8Njy
z`cID!PA4l8l&?Rb0$8+p=n-J{Ad;nNm#Ka!2^{*M&z+k~Ja%+M()uA*R$SZ-WD~Gt
zt^GPsC4eZ#_BUCKui{#D?}0IpilL!HtERg8cMQX?cdmzXM6f(J@aH<hR>0oy3rNue
zE@eg_6N<`nY~j=RJCHcR14D;xXDZ-;MYs&G2JY(W`V0d8K&X__Qj4b&QWkJz1z|ZN
zu<$OMsgh1$Qm3M&g<ARnEG1M}5+umFge{@@1&T0SNmM74vNLK2v!eTl`t}?xySpHJ
zv!pM66zYZJlZ~6bVw!nTIp6%TsYPQjNM6m@jx>Ema;yo|jR?gqAHf6eX}y5;(9Wk{
z0{=I@+(Y*Ed#*hFAIKWN(0?k?ok+j)51%aPJ3Uz6$(&hc=PH_yb|e|_{~1gnQ?vY?
zGOR2e!Kw0>IrsDq4ce8c5IH{WUHcoKWK4uLDM#V@-R*uN1=gd9_PE?2c20$g_)B33
zs^#8Eqa#w@ev%~8Rm>skgi+~<p&fbwM7)wQ#<h9)V;=^Evgv~q|0t@(8Z6ty6kr)s
z2UzY+fLlFkg&Kf>fVvq2Rn;JH&B45jV4<8J$_--Y?VE=Vq1$JD6b>-!qU#a=$6)Zf
z0F+GuZW>8&=7~ODo8E&hB=`1hC%8FxrtYfROn@mn2%C<pJ;*;D34)*h;${2(X)7>s
zZ_gTh!YJNX2bK01I5@Ik$&7;7VZc~Quq3R-i#>LrQ2Ri_jEyR_Iyf+aN6}_n`6wHB
zalpAK9QgY+`osdLB#DXq&!)5R?M@EckLe~@paJYJsW<orUfU_+|9@>EZ@aXDSrX>t
zzZWS~3OVqbY*t2m>8H`5I&>_@b6-J+p=qk+wrV3}IkORxjCaj9PU!tXEVfwIzQ&t>
z6TrO={<&39##(VEciQr;-|;TH7}#(i=K#}5JiIu|@r50|A@#^xLzPft()(o*Uyk*0
z`hsGIWEn<+)6?7URB3PtGHQ3db*Mo7E7Iff=b8pPmHQ;jkrAGZZNE|9^TtE@8jp%c
z7~$Ntl-c~BNx}|W&*@+7k=6_*0W50GOB7Qsny5l)9<@;BJpA{Hj8OtXERYjRC0@P^
zX7S8dogOaRZ?uY>KjTuwqVz+nk<(F))zsA1zXZqwk2@Hh`|~Fq1Zz1HxUxyh%cBE8
zt->2>|FKpFI7b_wZTx}3wz|cF2W0<~dkO5Mh+xa~@e$gt3q=c+6b1<?9w4Btq+53(
zlp71|c{l*7C3Bfax$0_Y5Gkbzzz9#>U}{^5pecB^&CSgjknRez5Oq;JcX|Hq$Hsyt
zKvP0KW6Ro1{9IBWX&RwOVabL&X!p^W)Lhlu6ujS$_pcQ;z>fmZ{FI{B`e|gCUaWOs
zm~BEGqDGX)!ut1Tf7IU>s)HEe-~p(6K5+hm!Gtxt-br7+1j77F0TI~LJ&nFgDG5jP
zJhYKiJrXTZi`xCLq~n-9u2cExB?5T@RbWBZR51ECFB#+6I+uSGc6Zyh+&H~fzWAbq
zZSff`lz@6U<39bmse3;@!&9dVp%*1?>-SWm4-Spb975ncZPTQAM;VtgsbedqAM+a7
z16psxthon)NX}66w*w$%C&r>D_3Wf}2a9k*dgXCp`gC2bzJ^?#jsZkPBcNc{_`%Fq
zk6WP`1JkJ@-gUfL_#i727U>}u2I%(=5$Hm&h&S-l;4lJ4P#}xiO=0=HEU+-eA|fKH
z&|-~<iIE2EjkAjjtZ;-y00N6FkCi}_1ux}%XJGv(#R)Qpi05I%K1c`yWuRXNtb_%`
zJ1ql454oe&{YTNuyi*d)I@5r#EJeVaa`@hU;`dDf#RjTX`9Uno)rUOvRCzl_bd9<c
zN^sjTPk#3j&VrxG^qZKnsBM(L`Xd%#n!*CEfpGa;>v8gh+_p9<kRr&o-!^UFjRg*i
zy6$&3QfiBL*xRuklV_Rx!Aybpv`1uw;oiu-f`lq?0W^iU^`D|Q7BX#iW2|odS0W09
zwmG>bf+b8<`hxh842=k%c(zY_6IDt$7GkrTa2)++ym1*~A*9IqlDS$uugT(L<okx7
z%W9>rkRQ}HhEy#@d{QHxicX~eS}5VaMAV`VeLY1zROL<8SosdnN8om6e(|CcmK6c=
zQD9~CyUtjUa-wzj707jL=j(>@nizzIDS=sL<<*DMqM|MkO5W?$YCe!S+k-~=0Dic#
zaS0Z`33|VuVAq3|OA7EhkGK2mAc5Wp1SSKWiN{GN$|>-wYrc2y$a{yyP42H95g#w>
z<0G7>ly1G~4$2W&gt&m;y#VY7(*&I0LCOkf|1B%EaB*=1VENg=@5=&^6S$K0tdo}q
zz*LLfyhyHrTVn=nc-)uqmm6P8HY5eFF{zoN|5zC6rcOG?sU^Be24r25)WG_Hqju0T
zJRn!YNwtx|x6amSA6BI%8tcsQ^pniXz*@(xk<56YyEO&jrUEWonCJ@V*^?gw_wgyE
zPs@-{?aiDkZP*3PUS+tqw#O=WXGG@~@XuHjLjtHIS-FHGhX(N(PJZ;+rm|uh0JxTX
zyc9xiP%q4O4d;%5?Yy)fBM1lGF$^V#L;V)%xLkoawcfR9GDt=l&+gYewRelcO>z?Y
z@l7;W?w5P+iUUJT%tg49LKM2n$wn8;dc$+jqE?A!fIRnYaROjP4+I^$D08p`C#^Q0
z#&_*Xk<vj~G}Bxxo-K(twBV4Ldg}lddGF3>j_yI`YgZO)8=Fdy7T$7yHqZbf5NU~<
z6W_RtB()>x?qhugsWm`DKs?I?NE|kJHlRAN#ruc{I8re`;m4a1|JOW!V0S(3<6DO@
zDLWNiF&-H#$sSrcRC&i+9ldwfWE?6Hgm!vX`&|fK*|;xoiE+bJ-ZBGp0rgu5Eu#QZ
zJJDmGmy)7UO#d_zPm4q@?hCD_xC8TRfgqc+_?&mvy7Yj>BmNpzonUEqm0m6!Z*^jz
zg7h(Y;~F>!uY+}i0=Z8+=gts1NgHy4&w$8O<H1w4es=xNUsZSTHtzHKKxpu3rXhQF
zK^~RW7iUDIh>BBbwf5iSh--e`)z|N92+?H_av34fSkaZs3;kX(sK_yE>1!?VuW69|
z$6GOLMIo&w!4(@<M>~YSADB+1a=unPdWe3%T-X%r_OPr_Z3uEzKW852B=z$l>?+KJ
z7ycplMpz+NwRY#57wDO0Mf||20*oQ?fMBJlsK^o2cOWh>ua^^e4gQ?}(FfEol;p9<
zTq%Q0Sz`s2R`&1SVU_7MuGJ+6D?CwvqGAmci2|;BgnRq5HfggA&!5u^3WAbsu)_Z3
z%a>Ab-XJmHqk(|g1!6W>>l5K{Z}+r(Vsli^H-G%L9fcjob9Q&%iMJ37A0=?)+(#^M
zcG1FA2`X4}H>I!B-y|Y)l%9qD?*zK?B@4ZOgW9t1MSY&Pmius4R5>FHzIHvukPKlF
z`r<9rkskMqjFi<{j?N!mjE2M_2mZF`3rAs-*XCm|zEtH=b{=PuC5DYIq6UO!9zR$X
zOWCB+h?k1*9!ryzjeGb4*Cg?g$cMp)+VuLl?m;zTh`8Gm@jZD)lvgmC30(Q4k!rp;
znrKTsb;k88f?A#VEHual$k9L#jF2JP_gkI44B$acz9wE-Um@C^0c9g*dRaEkXAsEO
z5r}X|#ZDZ}3Bu~`Z*97d5daEb3%DFLeSQ7nex9d{PfT&6<N!Pel)enu!i!Y_pmWFu
zS*-Sr#IR$-C%%|R+VqnhI-F*ne1*VF?!Mr_5=IWQHlaE)k^E$CMb?Yx>3InvKD)!h
zu9U*Hl?`gyPdKK>rcRBwRYMR2hiJ8)K)CU><=Xd3cGyT7X$-`>G*P#t!cIt#fahfp
z!ygECOTHXds&;YPEU8XOF&~k@4p%Su#8&rYaTIxaTW_@Ck@71P5r;gZb3ajI>dT;)
z4B}|XrMO4;^s3_d%zG=m>xW*>--E?rdaU9m4Vb}?jVNAfQiZCtbR3#b_*2maQUcwl
zKTqSI;J?xs4Zg%)PQta+Z*c6qZ2)Z<U#_q%=$<XHig?793C709;ULzv<S5vbMnfNF
zD@{>g(|GiZjJ<Zyyp}g$Glw)JsCO)#sM)DBe-bHMqM^kffvQ;z^{<ovSR_+K{$8M<
zlEosPU4-i^ba^>P-Vns%+BCIXyKcfkA#m5*0EjNg*Whp3_4`9uo2JfR7VMzT9|C9~
z@2i*z3!`nXHYYZX2xV@JG!DOw+9I-_*=RkIs95!ISfEP9RU&KH?~`qg@^WGZ8&pcn
zcvlWuP-}|kenInTG4p{iCaMV2&V-1NIe-;!lr&98g26#oYxQ$tNT0r9Ur)^;$yNb#
zYu~WP{pWPHkwDNm%5s?YF9^47<;Xy(973%QR_)x)6V!|=1?9uI8@R`-MC0P!Sqmsh
zrZ1jgA?}N9d0XTJVqkrQ0>#P-Fk0;b*83%Q^*|=s{&4632>`fLvnx3sk_N2PUHhP#
z?H$YlimrLCS2K$tKD15DO<B=Dqo<FDct13<0gbi#o01_1IH*O@3`Wf4o{cX#fJZ~J
z5CLmeJ2#aY{S`#sdf+4m43ykme>D;2Vj;_<`dw%5?dC&{+~Y0!@dsY15mu2vSf_WM
z)r>t=5K-{r{L}VS%rG0c+#H9$2HahYtlEsGq8izz3L!uopv4}p?sz<lmc}>wWcD@}
z3VP!L4}IFDm#;1p02;Qx4wMR!Izzk;iMkrS23=dPFuPZPCu}c}h<r&+js8L}O9wQ+
zfM)tVFaS;$DV2I)SNh2N(EknA-<Ie#;%EBZ7M3T$mI?0j-ysLbRaTf~2~Uof$ftc9
znO6bT_xV^N8V&OPkSv9)J9t^+uN<tuwE}3Ia0%&<f_fyT`tjiKN)0=@@d?oc^ghj4
z2q9@u)<5jIl?c{{-9a+2*_95WJo$UqRU`4qM$td1dRW4Ll=(DIp>L^c@{hZ(6>cdI
z?SP>FvFg{largMOWCJ{1n8?me)h5Qm*OajQJ*;b=B}jc)^umlfOTwj-cz`MWP%8EG
zy^r$lQmYUwNgW1XfE3_<ppkV1Q3*hoW&$c?P?)1r`ChyapFU=8M=yd=>cBC-50DK`
zM+<_GtSof!#ACybNE$UvZ2MPJjvz%FvH4SLTps~=-X9Y(^7PNh^ADIC<>D-nh1cu$
z8!4u1iqe`W%gb_Fn^ZjE2C&(yy<^1x{bS_<Akt{(k#F|+kC>f06e*_5n4o~;r9VQI
zv~W9w%rYsemet2ujr<uLtbMXw&<;ymZgPegxB*1Nwa4?3pIJJ=Gq_iS5^J8IPd-#>
zl}hDzBZ{P?U|aS<js37ccMKUu2Z3I&^mZ_WQ@((6@-6ExU~?+~muS1#M1&mN`QuFb
zG5{QXa(CQ(_N+~zZo!Jo!RpMR;8*Y!u|30XJiY$oQ7VN6OL$a`vHn$(YqOAo{~Sv-
zD}ioRojC0W8aYC<2X0{+$_Ki;#!ae7i35UwqP=2}$az_e&*M)>8!Ha2IQq>xup!)s
zN&g=%1C@pE4@0C;p{o!Yo1vo3?5wWOYxdN@Di1_v3R%nN?k&0V=fmm3=nJoqye8X!
zth`rTFuBEO&lu_O?Vic(?l}h=clk=zDO7swyF}h}byAjoxswj=iiewm_eOOVEZQE{
za`W0u0d1sln)bO-RQuFdJg`=K+J>u!cUboqZUeE;E-$G4`zO_M-))Lfrm!5@s?L8%
zDtcwSo)F77zfN>IBWm8Pd-NqsZe<}!Eh%^j?<gf~_I)Tyi0S5a!u2%uQ&-pkg+Tl`
zd2Je*eMS!lW|Qm-$Acf|tyFne(VeFJ`81ph-1}6Yal6RCUZ+;f!Hs%-uYdh)|1r0V
zy|T)T4uW2U3;jHh>ZSL;oVq)Y0anq@r`KRG1ns3}Sr5QIj4QQt5S5v^fy4}zc1W9*
z_(+jREctOAXH07R)UiAqj}_Z~^xH2siRWb*ERQ@g4N4;!kvX`vt;#Yvea_EIN3W2i
zmDs@EqTRqa-FsIq*+a6rk6~C%mBabb2XHjx@&RdBMZzu$<izo{=~^2~2y3%<MLf_@
zD}4L)r$Esb+f?65MI_{{a(Is42*vbq9Hf}wtK`l@nCjZ6U)JF+81Vi3>%iJxNR|%-
zkXDLfW7$0jE*f|;7JN-fi3GcA4OIV9prC=MMB>0MTAf^8>umn&d@^q!?{gT-k<<+=
zx@A$feo66IQXV4tt0U%u%s>|<bz{X$cnRuMuRmhMmnCN|bc%dZenwrUNEtfgD?t=y
z{5eamBeV#E@2;Rc%4N$nv;UboXVX;A+%r9^4-~8}rQb)%7JtI)iu7Sp8E`Iym;Ti3
zG~F$CRv3bc-z*12@F=r>siEWJOLSQV@L}uRdH1ui@l^RmXO~$8>GGtcX~L}Ix!U6S
z=?!*aVs+3fcJeR#1jC*O)M5}L{+GQbl>x@2K#-WMc(7Q41|H4Xbd}`+t|hgw>S{r!
zCG)0j=*m8O(T7Uisb12Y7Ajya2FNp+JoJD6N)mYsR8!Zd?mm6e%b9|k?k{bYawiF5
zp;gUB`7ri1V5Ix=FBQsGYq9995=Jz`ls@CO70py%NmAq6U9yvH2c(@?+wzyp%qzC)
z1M8mc;VQad+F|JS8i-7R$_f|tAe;ao3!Pqmvg=p=L!d2Q0hryJPoH=)Jl4?CggwV}
zwz@fDE)fD;y#cE6cpC3d12O=?fZUM*KI|RMy(k-_?r2V7F@`fPnP*qmcl1=RX<ysR
zhi`CCbJle-FLJz0cGCD6)cPC=Fw(LtE7(QXXWq=Y-zc3cU5>fK<wP=p>!kZdoZC)=
zdknXVy)h2<sS7r|rJXkp-UtDDXd3ll=>-ZT4EvdN`WB4C2cbgE{rjI@Q;K*2o(!a8
z2{(xvIxFPK18{7rL^~La6zQr3HdLvS*N2CNnSeM8n3yaKlWZ-{9JV`t1+V^9U*+~e
zjM7n#cTZA5b7#9=aX_J0$B!cQ#02}L@**$SKsV{R<E7dz>po_rcvsU1$*t^Fc))Y<
z^fqkQrq}zKM^v@o$`-7DMZ#2#=3{W@?X-a**@i2bfs0&i7msF`_=I{R3;<;8ClQay
zRhJeb^%Tx5jH#!T_;IAGRHbQ&Fn-MH)3P0cD+ISz%wKUR3`aw2bo|7PdT}6I#{|Hy
zkN|Kn&G<fRw;E>xqnr?NIXP4i=ChmNdK)w#K@{8>0D~0)b_NTSAGB~O4kY{{2h$H4
zgIt<q9xMD1$&vhF*lG6bp=fmSKaGs1D`IggDBw9v>WkXYWvXp*v>(v6Vax3SF5rgj
zT)V#6JBVQ#F{^KhTc7apTkHC<nIzdhw5GheHRD+(cI#*i^&?Bb(#O7n3sl0%k4|L~
ztv#&LTj|prlA<`N#8|yhf1)gK;WVhc@ajc2UGomNje8gsri3O#jX92g9)_wjc0BS2
zqB(dOPyV9!z8IA)l}G?D%=C1vw<LiHv^Ices`PsV_-4Hh%S49YLqa-GNdQOtE?CY*
zQBfGVSXo|m?0h&TSr9-BjltVRMax!t080_o2~+bXzP|s3OTv>LyA0L(YJvw9csLy1
z!l9z!uCfLFg2_ofpB<a*i5IjhX#er2<=aQJs8>u>`o+yM5=77CkW{a-qHwr1AmR)w
z#<S^UTF&0?JMS#yLVQ|Ix~-0~qLR2Y0>YM9s*!npkI7))5C-C(>1TgdG`f9fXuZ(j
zw{CqQRZuvYXEeCpZk;_vIq#m}0$^{YCjt+a5qse!V&DGY2D@0nZmXeE0~nKbwFNDV
zoRkXvi^1NqQq1TbDkVXbs~QP_9%9%54+2<_vM$duz(fvA9S)RUQqIm*LeoG881mWe
zw;5k2JO-k0|MEDDbazw9tyN5rc}7>z#j7Ovk9+;QOG4xI#Y8^eJOUydRbyuLFUc3L
z2VUn$>zh=w=kuY^n~Efj+1Di-bEVR3+_}3!%NyI*fJR#JZAwrN%@q|7#JyU_kgv!t
zuHTgA#!zrNCa_Y=UwC;dIYOM1L2|j3l=#F`ZkM5dR&qXI#9V=-gy&sPcTi@@{2p!4
z$ree)oU;(NpC|fzbTkW`NU8D}Blfb}z73plfBWV`K0>0}w5=(h!Bc>4j)HWP)N{9k
znZTWoR~e!(#0wdV946%e<1<-6#7N3(O$dfOR16H_K;pMljuq;6bVPU<3jq`f_IE$-
zzbr0W17%PEY@i7w;QX_$Ek#xZ6owN}n*JBq1SXuq6Jehlu0Ql3(DI9J5=N~AR;&a<
z?0c9-c2g?JRDO>zyu3T1aBb+1n0PmaPoenSp3oj=;Gs}~2?v?Vud5>g^Rm7wog8AX
zZ&Y+`&?@)_24;K!e^2j~d2aZzw4ysudLuNSyCFcBn3Q@3f(@^t+cEeIGoQ$x|5Y-&
zoSod6FJ#aArPx`DRzHXM9&|))ubzy@*<T_4!Q(PZs>i%m+#}n}A>xh1NT@;vzU3n8
zJPUusf|&Ern-vi%7C1;wlbY8Y-Rdrr+49j(FCT(AX*w&7IGtj}6rTivfPV3`-@110
zbz!|=tHFq;lC3Q(OdbuE*(#Xh;z%8usdu0Tvu4w44S<U&F=!<RN=VlSjE~Q4gIEAF
zt5t1*^`TTJv{;jZoUbwg%3}}CVUV~1zcrj54Wh9K=)U+rR>0&R5m2*fGx}nt0gLA9
zW4Sv8aAkci{rSEYU)^dug$0PXlG#{u5l-}!6KFW0H5spcp8;e?#M#gid|-|>*9Ajv
z%CQ;-erAGhTL(3MZM%P&CMfn#kH0)!{eGBR(>df#W40kr{h^%*^CfS&=}*-X{Upf5
zpj2_R{sXeHe@4v*8j|*N<dxO(N68N<=$HtK2cu-5C)nH1%~mK#e=Glag|QpK$f#4)
z#SkKH>}DQqx`$=q<F~_tq#<15G^Q*&0TKdXaVoHxnE%7Mf%PN@vai0sP^$oNS4jBX
z<90p&45G%`+8U+xYayc!2$+q*fiAd=V4Wwufvu<hhL=N`#qUe&xxo?927CDC{+_>$
z<E<jQa-(>ZFJ1@f__A5=*{Bpd>?n_kln6Zv-e+PP%7V(qA;0Z+@qm=M?>Gi0a!kKh
z_zXtT#Gds7eL)u|+;0NYgaID&Yr$>H)I*`N!;XoGLQ+cJ<jWRxJ0#J;dt5-0&a-to
z)emW>YS-Ju>ij~?2hwMPzgqE^NdOvVl>L3WKTiK%E9XtX=Xj1r{|oxaY64JeK5U7W
z8kkNus`8hHU00{2QO4`*GT<8n_AZ&<A*26j)BrrMA`<~=SS7M5D{(aMXM7Ok1R_X`
zzzrj(tPDMphZQqp_P-G+*)w94EQ%)X03>4bbMt_AC&R7kp5a5Lu3dHd{u|b$i+`Vd
z1Wy$pSd7e`e}y+*oU3FP1|%P+kbFnSgC<Ywq(8i`TKZaGgrlnd@nzP;%f;7AcV@G1
zwK_yQKlYvyY4KY<+b7*-AMuZj)#Ni7Pk2X4B8H7~;R9LhZfdsEw*^wIItvH$#p#zV
zB&w1+$QnR(Q6p12KMiYHY502laJ%PqFp30<mW<A<{7EHWqc@9afLQ`~cz6y#bq}Ts
zk$?oGv#BQ7n;eU4EOzhu_3JIO3UQW<X7Jvv^~8>~N=~s;gHwr6t=q^+fFqFkvX|yD
zmbEe1p~?S#<NOI{|LBxt3+ShVU*iO+Gr#%Fj4H84!z_)C7#Vz@m-g3SOBTRAUNRRO
z3&$ngM3w?j{gS2#JI#7y=f4}o^ZOUBGmcgWkPdhZzo7@B_N~V#<I(ODxntRX`D)bl
zrR9xa7DOtvF35FxW8x3r{G6IHk^fZhJBf_3Ca<1wK@tzfxc!K6f7Ip=^T*TE)9ax4
z+?gyU;o{;dm<Wf}J*8`ZKRaIajw6UrJN7#-{H(3~+lC2oO!#-LkSA;NVX0|sTA|{l
zDlr<GVUU+v>rh+TYbdgYQc`AJ^V0*tv8m7fH8EV2E6H?a;=g-?3!$)H%yTUjbMXxb
zYpc}@zrowe-X=yLG$tm+8o{OI{HGd{(N4G(&VUq=>_5i6wU-eNgI-SO%+71n<Nguu
zGgvSgYjkfAn6Fp?QX3C2r^DfQ?*V%g?u)J@Jtj{DFBxD*jQ^_qxx)y1hR%TcskusM
z@%=B6C*OIOwlm>Z8u~$!B>|GZDlF>2r!34BmC}ELTOQG$yQjc+S2o$?0RMT^wg=Sy
zZt*Xs6HSL2c|B@Iav<dLmTjU>y!(}%YetF+>BwL%0F>Pf@Mz#xY_@B4{z5rEo@eSc
z_sLAd(%5Cn!nU~ytJ^e8>ebhI%H<65$y@F(0pSH%5W=aNQrn`EB5Z*hcbX=4jtxBi
z(m0;8@LjPUAuWo@t<6oifZBR_Q)O7S2DlI-P}YGl#s-k(#tB5pF_eO1&BaWxXEa>@
ztNurAEBk|{O}$`Y``NZ4Q5i|GS2Y!&86*w*e~4GI`%{aGTow*p!R8jcyBc&QRp4z@
zdeeujtF5aj_t>kp7RbS~gvn_$@afO?2r?Ffg_|;O`BPjQNTnk}MTpmSAC<w=4dsUX
zTA2+TS^MLsENQM%Ni~iaT-t_D!eXbU!bs>!>fs2d;*Kv+4Tt&;eyp$A&i9w8@)IrF
zY{+kCXXldv_I4O+22@#WeJ}Wt!7L31j1d4(!Gh2E5KN`;l~KVF1SgjJ!@+8@Q!zb>
zgpwbu3#aSPu228Qr{#D*Xe9Ue2eYLAO6L&u6K2X+>?<j&cJz<GJN3xyKfUkR?i@X@
z(O+k=S=(b<$JX=JSOD{Er5E{MrV4sdQm8wOxQs5f=aGAd05aI|krN)`yze~U(l>>A
zBRRaQrzb{o-}t_?-CCh~PCXBj`lg(&=*X-aIhyR+m{!GkN+g<o1G!u0k=uSjAcle;
z8_+}7K+{zL6YT*h7v#=kb74X6{yg)kN9^fF8BFLxz!YacD7)~8EuNBaz(xxBq}ch@
zXxMkM$(mKL1(BlM7Iw$W)K}Oq>1t5`CKByJUxg7!a@}Rx*Q@Wmb<^A8T$?2aMcx*a
z0vM}g-o?fR)LL54&jbbxzRm614K1Mq7)UjCJ;$jPPrWjne6mS7NoD%)g3OuHs?_S8
z3db~3)rCB%7)9tpvJjsCwgT=ad6#Y$eM>G~$I4&W&Xo|S>@nhU3A9swx9CP7=sf8m
zP^RJLCV;6+sQj*tfza2cPTurN{v0z=?CG8Wh>~SMlXuj#{|e})@Vr`=bPfOOx$iqZ
z7toecxfI<K9^LFx-JkD>&A*Y-@INYa&M6#sLew~jv9vFSA(Dq+b@uL=)Gu_8DiUQG
z{~h5cX>;1U^>p>*NO?E>YQPShzy<gHp89%&>XBweb_gs_^cAFE^eWI=;!!$J7WF2!
zA44zww^obk1sk-w9!0j%w9VyXyu7KITAwInT3e~PpS%fq$-RIbZ&LR&XPBH!S@Z@G
zR-ZJxmAbZ^U2aOm&SN4Y01aIn;5f2?TE=7Ji|h#iC_PscXkh!QeHX}5l`njMPObw?
z32+$ULj22--EYEME4Zd>6OmSjk+XW*bVR&yhe=Xc0=(q|YGl~{)BGYT79$Ah?vM?O
z#{N!+qtSHa#j`(nkfPkSz8Qh$jb8V7gfE(URET?6y<{lvr?K8|ooTcaq4M$P<~x`}
z`JNV<yCPuy>L7gYo*m|1Hg+D68srL8P&odVB<Mw{@M8XY#a(B1+q#rcOC=)E7={D6
zYDu{)+9}btpCrO(IR;qQ3M;rk${-9#1*$YgFem`2NJ5#Mm{<Xm9{nIKG7ji7U`M9Q
z)}VyEd{k;1CTxLTr=oa^L;zgm{x04>M^4`iIs=ds;o9RDwrw`tKQ~7Wbh2GMVjiGB
z=e)URL_ED|wxaQ<N#mJ42@!?!{oh@X8=4jU4&nNQz7xV_M-~tUk!Yc#LW@Ei-c=Yz
z#YJ2>X$^O(+@l-*p4qt@H7=m$hYZRcVeS>O`@0c;p-<1Ky1U0x6HRXGcKPl|Iha+6
zX!$;SPZU3QN_c``Nib#?`1<2`s_A+awV0<xGUSnhpv`)(1Gz`Cn2o1$)<d~&6a<><
zrghA~%7WuoNMJWLJVP0juSumu+O5$J1Z-3@UPC`|lS0^^Jc#$>xA{vs+2D(}Z~_93
z4GCPqlE6g1GNO&|N61{h`YN$TJ$KP=4ieCoJl3&V051%*7|+|T*DwxdDiM%_v)^o?
z|06VN1T!oK-iN#`S93P7X?vIi2COO?o(VsBHc%8u&Si2snL4UnywmcuVEmA-Zw_7j
z2s(yxcAv$6dI=tj^ZsqIk{YxDVS^FL9i%--eZ~@f@R(8L8|#y`Js_@mTrKxe^!gYT
z7n$b$mk2p+v*JKL%g7s(i@2RwFyK}?5AaZ2I_%E2d*ADvjrb4coSaT{0FK~faU%ps
zxSR?D4J|X=X_N=}t0m|@H@FTBe@2@b@P`$f8JJP7JlR}$LAjC>AJaxoDg(mvG2_=T
zT7r%5UF@~vRkR`J+5W4WUmrdE=1>ul8i;9xJaW@qo2QH<Q&hvD?uJ%)Kr|4XG;j(m
z)EX>R(iET<-)FRrRyG0V1v6(lW()K9uDcYpa_RvC7nt7t2st}*2AOKeAQQF^a3OF3
z+#SvbGn}wmT3O_h5Z2qlRwi<AplSnHlb^8}#Bl@q??mH-z8&|Z`nN<bqc;u&)|=UN
zuC+zu(V%wJ9oS*9Gc(eHAt`$4g%e9H@#IDK7Lm71-z%^Dfxf&KrPztOwa{EUV$?+1
zUjG$1_nqA57J)cWwY&$6aTZKY|NNjC4VsL-Pp+WXU%Ol_uSYcicT}cX5u^i58Bw*0
zruG?#j$nHbbJvfA<R&;NL7@%QkdxIJoW-`pmL_3JR)L85Z}#=`F+ZYPk9Dm->{Esr
zJ6axp^zrPe-Rjnn<Cs3dw@7tgH|})n;Ucm#7+2n+z1}Jz?jMLZI_#3zq1^C+DCclH
zA9>&ObI<rkitJRqsQw4$K#-7-b|wl5_C={i+N-SP<{L!HK~5Vy%#8yU15GLFLu%-A
ziq!V>=v^?0)gGX??2QBgXaUS}gH5+iD?Yp9KT4sp=f&E|=}bJVBCvd`0stv7!#grH
z)%=z40kIY7S+rDBs=Z5GVyON>EaQCgxE;2r&_l}5RUb*!p+;a)fJ={S3*FK>bfkEo
zJI9;Kd=a{~LZXYPz#|juDt&S(oL;!5u-MhKI=mrN$>@!-&6#5=OV7(NX=*c*R!f$d
zc|-YhvoF@rI4}f;(TJpeh6xDY$gxxqsB@~S^lFbR{fM(6vZibr!^Mq6B{co$Oj?&#
zV`xA78<VPyE4JS~kFz1z9WfrYjyAo2X}TZJCUzYTk|dvyeD%lJR#%u3EaIXGukRC6
z^h^v{lbFQ0fN<6nM}jDAPG`xN_Gb!e{4O6e`sggsBnzVa-ZB$PGXMHoM-eC+Z61#O
zED8+Et_9<WcECD0pc7pMx&=r>wI(_AKOk(~m=u6geMXKGMhj=%Y$|&ReElWu0EAJ^
z2X%h8S1hhmM7ZW3JLkV<whc9K;DX<;1DGIaI8SDOEYOy}igy)4=zICVf54kuIyni%
zW{&2Ckc<)a)7oBNV7j?rn8jPA?BJO-jX>4<bUGGBMF|SH_Kn9NLuY>pOKnTmy;f8;
zwfs6SQOz8k047MIBrV<=5FMzfl)g#Oi3e1#Tlz~^fr7E$sBnHf@f{Wq95JirYwtTh
zTx{z*?U6qpdMjXVwU?x=mD6i8KSJN?Li2b&U=AQE#3&>WKgriyOW!*@)7O4@<sZ$<
zS@Ps8+qBosxG6y8?(e3QP_fXF8J^u)BAl|7Z#?^B#wC2xfgs>>%`u!V6rP{yM-F0n
zr#J^8Ix&{8s#LBYG?9*)XZj^~!x|agvr*M)5=5GRu@@NmIEZbS$~yJ`xMu_QUr{+V
zuH517hl{$c_ZQuM14&%Q=%5Jpv+IXL^JG10>D9gbu{qb*L7+4xHe)qf<gYmIAa2zX
z4m|W!{rPGY^Gq*(WZeb%1E>~wF}t%A3J6=95v4k|X<24!GXw)o;6i-hz}S)L4?nV_
zDYi}nHEL4UICEOxn|9WOEx$q5o_05bkfn*wNcj_FmA3PqX@ljfElTf8O-C4I@4eax
zy~TWyxBMB!p}Sf}$6|qL%W(9umP|*Rmvu*Aj<Xv88o~Zgcgr(X<`^*416;I7Oy45m
zS-?l|8_P`Q7SqRf)n>|fS^s{R9YBLLFPPEFar_taZH&$>|70?&6G@u>6StX=G_}2U
z0o_ncB!wwd4;l0ITcK=4wJ8(tv@RhLbRa46z>Kd&ECeM!^n7c9Gqiu14KSU{(SH5A
zXX8_LfnDM)!q?{UOPaZw*+p$pu7>gz>jWYIvMZ4wt^LBKu|TW1<%7#ZrxGLfC`v4r
z{-SSv*#h3^BtQ4%BhRN$Qm-DaO%CyZVOohDLh=y!1SCuO8jiqtl?mh5PY^#Y9H$)v
zrfQ^czeg(Htr2ADx=o`uuPlljcP(FIQH>xv{c+0L5O6$U(+W}LIF$-)a|wufVc$yK
z$a!P?Ap_Wo)L4yk*v;_(4+`VSA`KWsRA$h+SIqbyUlxrYjL*qnjT%QxT{~OP>-}=u
zvu#lQ)Y4|8v^Ovaq2vzq-h%_l;htpYS)3m~mk-KjaN&SbafiX&p=!roI4oTJJ&jGr
z#_b?snIch&%G6Q6j*ukF_qB1S%(e6JOnN{hzU_RQoFYo_r}Gb0t3w-Cri-Co)_Ny@
zib@}OTDBq)6cyW1wBYRYz|V*jnSkpx{cE|PpL2N~Vc2wLx+W*(g(A8<LB0-9qL$`6
zuA;0C|99>JKIQLQ)I5F}At~BS1&Vni&|ug!C5?ulCk*dix<pC{e)VAFn<ooK{ym4)
zb33ihJ?3}AS}>*uDrW=FO(K~1ABLoTDAS7sqf`?4F3bExuu9>6L}V9QfviEEiwHYc
zg30x<Vz$DN!`g<`Pc@I2i$A01%Hh0|_4?S<oVZy*^Bxy8a-)g~aZAd%jo@>5<Xdqt
zXtm7v+Ik!p@m%s3>)7gk1#j^tr*QN7ROC85Bm4<z$HB^AJlrWQY4Se~WBHEl)zC=&
z(~YKYY;kX+J{vnPClk+SP$or*I&})9X~2PH@j3o!-mV=-0cVRvl=zW4BnFN7HFil0
zQgSmI>RSlp`^4OcD%o$n9?4E6VJi<xuNo?G;KbIj^J}!!AQ)Hn`i)9%BM|qK0d9*M
zbbO~n{L9x~g5Y6MPqW_Z%Ty+&L$Hqh99mrHJuq=VoogKox)|$nbLAR-y>;vP0rdpH
z=^M@0lh)oQN`RM~a7C_O`0qoOx_(s6XCBm>$5bl-x#Clh&YNtw+ANWtB7@cv0M&qh
z_yzx>$A_~P&XIsBUP2`Rck;(nu(~Q9^;5&koZh<T+n%fsHXX8eRVq20Mk*%EiHj+4
zk^k!I{}$As#>huQAf$>G_a~Zg=tZ;MKR+4ESL$34n<-ZF4;5DhvfIO1_~S@JC5*A$
z#S(-(!%yo@)FQ~}YpyB%xmn?jo&>qm+!I|g|KbO*yw&um>KHZR=rA&RatCG5%K5W>
zO{x3LWh4!9aJjFJ%FfE}|98!p;+`NTXYf6v&b*(oFa#@IHagDa<Dd!vJR0S&8|99I
zHR^EmQdr{n@Gg1F(8S~TiZ0)Ln*%V@#>6HKK;#=;8$Et56DT2(LRO|13{U$i`DxZ7
z|FM-&c!fcw%OebSh(<9u&yuIuR~TB~#&f+(8COehV3HP80~26Yv{p*bl+#F9iE7E!
z8*|)wjwliXVm{6vr+V@;8fB!TiP(ntP*IVmgfQybR!f1g686w1NyP56*5X&ekI`rX
zlw4$D3QS#Bn}ta6z@W`@)oVYo@P7HTLu5yDU$gc!J^^Kba{~4sOeo<m`Yrow=lM52
zu1`j?ZNf=Cea`;zZ2C=vAQb$3rZv+2#!lrwN}4~+s&M>dS?wuw)TCy%{%GtqW-QrW
zutu$ztvL}Si?`-m7P@TSpUV^&6#hb$Xf-sLeMM)HH??+9E;I0>XN}sl5a==>S^WD>
zpf^=Y$b^3dd3b%<Jr`*+Uo(a8igvYmEM>1>#(S++@=7L)8Ml4$JXLLajpb?g=gwFj
zFFq6ly(06JkcnV5Slf5eZ+RXFly|3GD)cnH2)meREgFJ_>8goyUbc6C^a+pbGPs`O
z!S){V?d%AeMk;oUH)<aeR7Urc4rGL1PL-*j5oKk>G+Y)V<t0bpyKlrB@V~=ata;9n
z=1v^!xt(o9?ngz%XSwn(0bTEf1|9DhH&z+&<M~%e;BCPeznwta(xbp!0BhB7Gxrz{
zLqKP7qHx5{cZW?#DPCDb`u>cWx}?O{>Ntf(g6>N3+dcvbI6U4*5DIAfeRVZdvWpv+
zNEj!|*RF?R9`7EE*>1c%hpiIZy6HXZ_iBdg>f_t@udmLiEx9!!wviMLQ8a#;jC@ZI
z8R*?1qKHwOj#V74>oF=iqSm7K!qE3zz>0^1DS~BAm2-aMN2w|>-=0+o#QREB;3p00
zJI;;$`=$Mg*l70|88}>Nx$vl{(u2Zf^H+w_gHKlii&wfs3<fnY*VB6qT%=TX!wHZ)
zKw40p?<!@8ByEV~6WcERkrXZ0f34|)i2kwhBA}a2yA!BeT7Fy=N?oWMuR6q9Z_)|U
z!P99$0U5V7QETm5`@3`iAiCT?4<!<MvZRN71ziOJUT*p?OVMT?ikg)bC5B%2N4*mA
zkzDf?f#;F$W$O5BJHI?`7}+hOfVCTI0N#-LEEX8bcsEV9(ti=C*wdfYqf*l5Kr^OQ
zrDV`h`x20port1bY=zhVc#s+shamw&DWM#KbCXH9*o5k^vpix1D}plMR~EyRF9o|p
zNT>8S37zpHZVfOV5ErMuwfAQY4NU@II^~nENz?_^oPcRT`H6v&e)KzF>%f&A<C@7W
zkpQm&w=D{&IkC>Mu*$zNS;$|L%W0Gi;kEa~XwjdD0+8V7MtJ3(jVCmJ@pxvI46w8L
zclJA`Tu0Oq4ci3w*Vl4sx}tCtRBeA=_wINJQw4jYRH8hA!7qVNxh;qLwER3kBLY6%
zo^8^wPN0e?xntRXS^3-{K1p-p(eYB<$>LWPyOa43z2$<b=@bwIpCxCsc%%qC1OM`v
zgB&To`EG=+QSGVO(1co`P+227ExBvpGMjNsctj<I`)Q{BW7`3=mK;Bw<p@N>RGhFe
zM<5yESWZ1u5t2AwJZiZp3hVP*pKy&UjX9Ti27|`Bs8H*?+ulSRuRX$H`lCCVm`vEU
zf>`W|_KQW2pZ|7UamOhCM-xYKq}cY2d){O**VVw_-CeiF<G4;<)aGs3SJ5u*$MqFC
za|flTM$rN~lE0($CE?@W?DF!IdcSzb8$BHEpZ;CZbhJE6mjkXaU`*DYf)kja6%9FE
zlLIxeDZDAo%KK;;f71;jDe@;W56SssB8d|xIgw<L{KJ_%HS%co0>k5a@DmF1zG#<1
z*qzhxAk}rVLG7Ek+1n(VBksjr*B1<u3qLxk3Km?;5Nmb*hB1`oWCs0r?O_D|6jzl0
z5kmcH{z~Ph_<~)puq|lfvpQ_!uAs|JrtSfduVcHi{qvlkt57190eXrGa-leSp$hm-
z7-%aVMb4Hp^qevDB=FMThI^Tc00dgmf<WDiXy0jRP@RmJ8xzn8krI)xr%PrS+@y*4
z{9GEyq;{yLo^f*$K#X|imAaf0gsQ9so<AX~?#8z_YPsSqleA)H1U%e@JTDRt_$LA<
z^y)mk&s5DKaELH#--@QwJ+Jb5m<RbG`DHTOOzga8zt(f4&1Cw@juT;L*7qLIMSF5x
z-yKs&m*(5{v+l=Q+<$5!g<|JDiudq-FZ}PwYUkwkW!i4TO5*cyVm!pryumRN(|u#7
z(hc-CpxmKz#jCQeas<cpux19dhf8o4BZ|i&zW|d(tK(6AC{;uQ=sh{<eUXvfs3HKB
zQg5EX<7|0_qIshX%q##-x8Jt!>2(%AYhurDZvFWG7<&t#tk<sX`vO5ar355RKuWqn
z2~k2qLOKmvIt1ws1yMjkknRp?5JUk%>5vZTZur(;_ukL*&NuVD-wb<Z&%V9oy8dyV
z=UVGHe#f#!s}|d688P(*w;);+XDB99k$DL>yt&h}Bh`!&gT(FR>r`ouuSNuY8gcGX
zCvu4dH&zpEC^gqsKDBCR;nLh6d`$f^>(G;-jnq%^rBREY-C1slxu(2;5bNdKqZj*M
zPt};Dmf;BbXMGCGPtomxDbmv0A&1!h$?~+3?-i>0^ts>8K+FQoEApzq6X~$wWV5j@
zb;X$*yB$ujQY~CwG5MkYvGstK`JJ`Bj)KFEnP_ldD_EdPT?yc@BjC3M>-B8L#&FL-
zGGAs2*W+Zar^&oe84WN5xb}QU&Z+SS!-SJ<xHfR>s7ml<!&YYwJyn!1a=6Kq2~ou5
z+7~(Rb2{W|oeNs@=Ra2VN9~2tm5E3~Go^oY=VLaL>bwYFhe~xXtT6+tIB&$r`y6MP
zK7M++O7RS?Pb13brKnfy^hU$HTRwh>Gvz<;p2n(TeLQa_`XCYQ=)y9l<Z_t$+;AH&
z?`PFz(`+8TjM}<-`H-#Jw^_Z3z>`2pSXo--NRq?D3j6Jnm_~=^eTob04|Pk2tV*d2
zIcXTCLK5oc!dAOqiEj)hw$UbTx2`XVe)@2p<fYLa3_e~XMeNs18NC~!mv3J7iX@`C
zPmJgMR-6ZoDBK{4bUqXO%!Ru)gjaW$Ll;ksxGvwo7fCcncPT0weHjPNU8A95Q@SdS
z4OmERBlQZ}z(M5)b~%ELjSc9QBH%J0Lll9-9_%8{%i}CDxJmAtI97EBX264#VxwT@
z<D)SC9NGwlE^bV4t=XpQ(cT(XGpC{lQU=o<{Tco7UAS<K={~7hiRgV&|L6%a`rJ&9
z$2V2|@HB?}AWBz>ctbit|F$uwAFHZg+d2c~Fe^u;?H6C}I~aEgS8E;)9AYoPD9QXw
z4C}1;ZlZ=7`pl<hzks60drTQJ8MoYj9g8|eII^$5Bfi>tFk3P8vv)(F-W~n)#Up;~
z153AqxZWGY*Ys*J&))T5-BxW9rGTcKw>SF2j%$AeeBVCfy({CglH^!ApPWf<`{Or$
za@i_;KCd`4J1d#-BL$e3vf;Fi2-7w+6d$^q%`1Cib~D&u?DLbQ_aKAsD{E-T2u&pr
zd=^>%5@XXY#Ri%CXOJ9?zOY6%5K1^{k5iqVr{Xy&{_53e>_MM;m)WuM(5O$p!_%w3
zjpez*DGnK?ciZ=ZGM!3!FWQSa-_#GAjhzW&2z9&1x8yA?YVG}a1mUa}vF1T5^t!9+
zf=eRDnc-{FNu7!3cE6}N@qLm}jQdvjFEE^K4j(+1N{QU^k@pm$IP6R#hjTQQup?V=
zFtw00xNZ@B@s%r>rlzKYwQl^S+Bd;g$LX?ZvOHRK0g)_xtp!a;7#NAj0W>Mm%s&Te
zFk%{-kmF-_gb6B>`o|gy@X(E;wR)h0&=Kki3kgw!^YqD1CA5ml7oQ<x0v#?Mv+I1L
zMQHIQe7760Ie|fOUYcNYr}#K7lEc@Fq~USVds<_D)mA0A2GDK&7^f1y64n^~nVTVg
zD>Err7n-uiTALZ2jsYNUUzUskFMzLm%8zGAS<3n7o2IMD4Scit_^!B%@BmyJv3xi}
z+ML|i^UZf34>!Bi2=Rt`$%BarLFek#x@zr#6?X!<f{1C>fRl>T_%ptVxjD0dK&8SS
z_^saxIb`!D_trRBTMQLrZfqzx6amfvp`#*7^y+G%`|*4P^Ih+KB)%VtKYRL=MeKOJ
znJ+I2Db~_pdE1yuru3){b-W@$h5D%Xq-0D_i5w}r8~DMs5Y~v4;MU=)RuKYiECX|;
zuI%QowJEQiRSqAuQ9@Dnd)oovYRQ_qp-`~+V)`0B-d0XB?_Bvh62RK0A+Q(n8%rWY
zYW+$p-_d=WTnDe3E5cD(n-hVT?QLy4h#1E~Xa$(S!IyvR%HTBx%a}iW&vJpQf9+wC
z0Ku@?`K_*|u0EMpG2TRD{i!G24JKLh?Oj$2_b-u>dcPNT0^NCbD;GE<k!C&&xs`Qw
z!vFwk47~~Gg_M9{d*pHUEmcB84^Iw$kB{m~WD&c5HrXLi#FstWuJ*)Q;VBUX98c3E
z2EOM<Vh_rGs=lD1{1LvDt8wiZ?+mNp=NmPg2UsY;n<QRZXM<8S&D);{*}|2B(~`@1
z87)J&6)qyPdM#e9>klbY@AMJN8RBiH`KKB6?W<$I!Ep0Td5pd5?s#~s>qJ#0eZpi;
zK*w<0bj;c-f?J(w#(=7!Y5W5gikOn6^;7&5*WT6D^Iv`UX>hX#H+p30wdlK(#D9U!
zM-E_<z%6=v%bXB30VL4o&DpP)I;d=C#=&fst03|50m3MAnY)PeBl@@gmKCFKE9F_2
zL1=H5y`Ov>z$(!DHU+SNQy`gvnL7-F$g+Z!Guc}j+FxSh6<U^$F1(*!n|QjS4(GjI
zsUP2OeY)l<z1{SEAqATV+v(`A@+wNpK(daTK8rCcVcst0tdjcx>+$uENl9G4K0X(n
zg*{s2c&Ry|yI@HdjzRq4wJ$4VYG)^7iiFjiu>n$6xJq+LnEI<fd-L*h&xQ}iXD-S7
zM^{y^NVLe_w*iUskSE=jJMOgZr)C@l!I9;u;d-=cEabb(PvSnl_|F-IjgOCkg6Bf(
zmX1zTOpG5)W*>>`7aF`An~q--_c$!&ZT?$rQsgfR=7*~7w%sT1+N7s9`2&5do3|Y;
zJ7C8@G$WR=rV4X&8V#8z6bX19GcVA6>zzXXG7${Qw_@gtPJ3NH9gln!(6bw5einuk
z`qInL6O?l70b3$IU%cRW1AE_B&*Pr>wsCub<lcq(ge2Rtx$J<4EuBV16D6vnS}YNJ
z9<(C<SSemuAwehelC=QjL`5296v&%I&X<&fZ5kw~2#NxzrteElxi6k4q<y^ST%;Mw
zc-wyhq>h*<WC4Ti%64%aF(`>C-n)0(-oA8f+Ste_6421B8q~j8AZR6EX2v9T)gu+u
zyw|T^U*F+IYRZbKci?kp&A$$&aKa@q;5StfqcU^)66T$Q?;0D8>E*M@!v7-w%rbru
z-Anq}#-TRagwBDW+5(G3dD0hA9|2~!?<sd4H4W*grBS#nF9k;5`Jns=*n1|cchj^7
zZ>b0KNW;PgE)@AXrPHplygQG)p&WfL){TxgE__IrxO!NM^{{otWan<z4j~~8zU_M|
zsNOgimjr!S%HrgcPDUI^OT?2<406~71+090<qCb6z9=Ao+D}TU$^#)w^wOaj_+OKF
zGkcGZ%SUVU>t7JQ{{aLo=#@peJuA~j6qFD$Bjw=03*c)Zr`6DSt7;tB&CW**6uo|n
zi_mZ1E-d|#{92Kp*^8jNVGUcHt(OpObX03-b}yc4Ijy&ppRI{+v|mt8G$E>VmT%7_
zZW%QfPTxE3+mcI244j$$f*n}mk+MJjXwC3T_q|U=Efl2s^1f_i<@bM=?ddm9)6kiV
z$|f?(Ha*A5J+iuJgZE8nmGZqM$(|Z5nTN$K*YTrGQIYyhm;UE7qO)?&R~yZ0S}htE
z>QW842A_oYDEfvINN?*LSsU05sg`0TeLKSNx0}DVUdgi2dZ)d*ICjpXWS=JYn-&fV
zyM751gUFN!JR&yeK|egU+zLPK<zdGczIFIzU4QD^a!te8K@^y%x22@KHP-G5(cxy>
zRN61T+OgdV65efT<*jA5g?xhgx;=W&<Cit7)gcc00IW&$JarL){lS20uhSO`RTfuk
zH8M7jRFnKn`IIvjk{3{@=Gtx@&}!}N!YOdw)EzL>pHFjg?zX;2%vfaI&Xpv8P#L&I
z`@nqH!~dyI8#)UrnWO)lhebt*aEM?xiL_lo88e0&O2R`gte5^C$sj8+S`eCnbNJcn
z*Y%5cMk!u?C|kawvU*kFwcUBO=!}@m?yQOzR$Ld+ZXFegWVw0PJNc)0*KTm3GzE%3
zU~f3VV*&udCmysHFD`x;gw3E_EI&K@Y3$y4YNqlKiknS9tSK^VKHokY9wGiLOt=8i
z=S9A$L}%1_c_GnP_*S3V+KB|FhK(=BG(U!y$@0=H?q}z?6mQYnl2q(7A_1(*DI9$@
zrV2XtSA_akbR_9e#15OC+O>Bza&I5Jv5U68fh8Up5gEm};O=BjwG?{&uo~N6{#<CE
z%w>_J25K){I=ax}o2H!oRHAkLicXGGqZ;L9xwGeAqfuON)4yEz)9K=(zdXo^$BHC;
z_lv@Hr+dz`sH>jK@IvkWtXkp~&p$XgwO?y*mlHXddA+}wkrWvpkC*olenLPGJW+pk
z!cpzCW+mzfyF3C$GvHJG`4;Zk6QXafdzk9(ud+VO5r$)vp|4+Y-`#SDdiS$lda%GN
z(OY*kI_S1-DDx!(8I%n=F{<eXw0BG|UCZoExcfw^Rf$}nW`d1f%$CH#^QUBdo?l9b
z*Jcu65+-q6u#*-}gA^>}>o_FG^vekx)aTW|o0TPGrhYl}DapVU_aZ7hd+nA`rHAu6
zJI*2L>QZK`#_d2i<#gPD!^8A#!KlC^@y~NDQ|V{UrP`}Kes$G*2qr%^w#~IOI+_e2
z`!srEIxiQstsl%MokP7iT)YOFB7V?8<llnmYz=P(I0%9$)9&jD=nf;pzrBCQa!R2_
zB5iY~I8$<;JY0_&-47KS_)^;Xs7qMGEU>Pn`5jB^s3gq;bCS}b@_O-cY-qY>i|T|Z
zIyo2-y!8twls?$CdmEkTLDxUu&%EX%5@_7IU@v>^`gxXyb*gCVGJ^fb1#|&fFDT~A
z_EqZI2EIyrY%q|W(=KP^r1||I>3Q$9r46z__0@?v1|m3EOKqpH6^7NFA&Mt#yLai*
zQAFw=(~*A=|Ju#iua5|NfzalDxR?Q2=4gizxRurc{S(;l?$7mNAq^+(wjotNX6L4u
z1GIghU0j<?vAB1U#YyACoE!nX8{bWyCA0P%=%(W~B<3}(U+iL|P%_V^dKSj{WaunW
z^C){AWr*Q+QB}56t*FhYIN2y;CGA==<Kv5B<HAGmVzPc`JbUe~<8pv2&mSY@5%uvb
z`AcB7uD-3F53BGOnx{ksvL1#%3<yGcyn<KO8a_CkC_M2bqoKizl508K7=Bi8;Of#6
zc3su)_SQIkxY>Ii;QH3yc6YH(X0)pY=YQxWVG5KDSm0*n=Tq;+vRhW?iw6Ny2#CM#
zwTL*SC9j;!qLFe)f6!uWyheCeXT-SVL~ZBBC%ZTgmhUlJ8V$yuj!xrSjT&csUK{#b
zN|<*J^DfX2C!Mssqtm0p0)EJofb^pLy_`IKLxaHviV<8MOwH|irv7J^XLiC<Cd<Ze
z$7ZwY6Q#;oM$C?W6o`ho1Z`<su=c!}XcVV2sqLEMjgPwS<l*`)DEoqdwk?_VYYO-Q
z9_!Ee-z3ao8;5~L<_q_QME2W!GW$o~6tpOWH?Q(L-DcmGJZsn+<bM`Q{q6YuNxbpb
z{F@8e3%?tshs-(O*%sx}#ZaGfmHkS*xnCisC2L`k+m^4ZtPJ+y!J`TL?YlYr)UYID
z<KdNv0aMIjApzJgOVi)Ke|L0QlVO$#^-{iGnw|?j+?3mx>KN!~VM@%PMV)L}Fh-3G
zeB<Oi-+#83zcKjB02DY3H+uL#Ry2BIq-KwoFV<bwoQgejl1&V}Q&c@@R`bBDRLk1x
z1^W^&6(`lG180l->Rpl5$TzW{Vd!G`)S_QotwprQ%;wNQ&Tm;k`BITm8If>^)3C)n
zj?0S!>(NoE6{$~K1HybGWmj*$_;Ktn>nc9wqh3^^$wn0`P6&-J(6wG~!Tqal<-Gos
zSn7(UXXkf{tS@4<wQWE%!S)+f$hq4lDM?PaxVYHgR#mlphNj2C!O?wK`AlPgxgP#2
zf<#eT9h19G#snw-)>eZ0%REVPcaQ_j*=6#=`tN<zL$~z%WZo2`p}14l<gLk>FrO)Z
zRJ0yR{y~4|YpRwHi!{qf@*S&7M{5pX7mmPELorB3HB^gcu(z2#dU5F}`c0r$ARne0
zYIQ#AbLNvD4z-5JIM;R;57gC`yB;vt{k9}l&<Rk7CQkhE+5=sE4xdQEh|O>T`~R^?
zJ)(c@IMssFzcpgF1_-i%F57|Hc-5Tv7d;>9{-`(4@Q4fd)TeQ?ALB1`7**+QyZT7w
z8jN-AGWFB9v>R(yP-f#=mfK>gLu1uS_X1`9(M;cLqs0@grs#}s#-io-3`TCnR(TWZ
zbjx}&k;`*sjL`OblvQhk2BGmQE0ga&HKw`%{w1NGLJwr~9!^6&>liVxXfNPe`UHOv
zN?x71Js8JXc(?;S{aHD7ETCv~s_guB+%*8cO5gz9JZx!c>9T{kKYdF!P?l<^_RmS*
zLS+)1#%7UT#x)vSEs%_P?839;*ngk=iW{gGCx`S{!brVIH7l0x3mvN;YJ^zoNRm6{
z#@x!B`glJk?vR@5{<5kTEmzJGTi04t+5EtVan0`P2;yF@2g-gvI_wpEPci>km_%QI
z5kr|J2IU3OJ&5LY)-5AF{R5n8`@7+|@@#K^?g$7)K{GSul-KhCSb7N263N!T>MZN7
zA`7BO2&*b4Y6(v?pR%ZqO&^=I1WWz6{8)DGj<O%Ks$ULU+ZZW%5b^q8&Y5TB@$HcA
zst(U7^btC>NnE+d_|%$g<;Iy~D`$$w^fI~hFEjQ;!{`f+1MR|A<c!=vSM|0p#zV)}
zuN+<6>|`O_lvHXM2dTgoQX{nKp%SHr9oAS>F}244vWWY;=|N11jbZsr<Hzwh#7s<B
zXg&gn6FKWcO>s}yxda9t^9l1&Z-DINW<Dt8zwvpB{<-KPZl=N(Xh>xZ)-ap%>h`A>
z)xfNi)vsQ0-8_rGAIvySuDKQ5>QHCOd@iits1SCl;H7D|;9}PQLZ`O)!RGb>QQOv6
zbUgE{xEhc&(Xt3&lu3q-xzrTRtdoWwyudfJh<_>SQhuSh^4p3SC25_n!>`{ZIU~_H
zU_&Vh;?~1{a_xGiQCr&G*PKQz*eEY(p{-Q>3cqFERVt8PTuchMdl`rW^78*8%<*X*
zeQ5{uz7630GX`o@!rlugs&g-1i;0POD`0CBVpb|~`@%@jg=-(Ovs2zZ($=O%uqgdY
zCji-KZ*OmaCR^~P-R|R0iW$vq^q!#r$4RNHn+&LwN_kAe`G-AmhD&T`p8c4hoa14Y
ztLA?3afVWc*xNTk1baJ`L`pkuxc98JgPmk*ePj>!yVYXmAb!B>%@B*uERPpZ{80_1
zrB8B4pwC*aKSr3GqGMq(s%heD%Aia&I3?g@k}W`U450kJSmpGaB||S#etWBGai_de
z2C+(4bpe$59tTG{ddw)3K9k9GYwM;^%UgxV?RLk`v$8t*b@;D`ex?J(aWtZrNP7b=
zlM&?YK-d6MPa)hN2tI+xC>#XB1dS=4IDh(6poG%!SxDH}*u<|vXj_r(v<#9m18vB6
z@7^J>F7V8g{MVZr5ZV-goGKcAtJ3%fc5p05T5%DgyHo%tMsl_QQI2}N@YQano#f}w
zpPER}#9--@*Rt~!fK6s>@ksC}`W+z|gM)K{lhM$-dvz@r)HR5}#9Se&8v6$04HR`;
zV=)OQdd<s=PBavv_))!b(N8T(lHnCOx4PoW0dw_n>K(Y--@>(ZZ*E4rw5!fleN_80
zzID&|J8HD3kxy97CeWeAi^M?gCozDv8H~~T^|gt7hWJ=#ofmCGm8jNwsnL)u4XT?m
zI+@j8c<PkvC$np4JSKLR-rAzv>3+>VyC5|h;?0s5_&-oV@RUM#^&$dP1+HLfHwg)e
zX05A3h!~q?A2hT8E5q?t)Qu1P=ioc{0#@wMTxD9?W#k|TFIB+p0ban314IqN0oq;e
z1B<N4tdkmG?q6qj{#==w<sB(Q)|?6IEQ<pEkb+#nn)5OtB)C!NxJBra9~fZMvd39Q
z_Y3qeisZ+3k-8(#tkuTCpM+}ZQ@V1M^So5zcjKiRx}>(Y=$|+KnC6a<Sw{5~5Ad_g
zt&FM8gY+BYo_7yxlW0BVuv?<5km{^5qnq+aeG_r8fn?;9-w0``+_xQcvCQZcGe0WT
zS%cn4|BCHPTQX(FmTqO`Ry0_ZTcPDzXf-C}4!$%52MFOLB($`l@J;W(<HiKW-5qD=
z%8@mX9}4`FKo~|)ibzGHQ|EpWUO_lR+=f>UNn`>Oq$GRASyBUlCv3nPi|7agi0D59
z*axr-F9G5Jd`1jROhz#=I;3L^hNfYj+CZeft7DuB5-7PkSgdkvdq@<^JKvvNT-R%M
zMAQ7M;nEkUeFJF)kO~8uZEjY)jxJ+#G&=gm{_;=r!iMru)9KkTU`iw!aHIw=2`&=u
ze0GI5sc4nv;?i&=PQG2HU7oo&i)hm&w+k`EQ=(*Qw$P(*f_62h^|(lEK~!Yqgo^BQ
zaJxcZx>R~g+kE4|9f1Nuer(%RYlv<gA+q!zQ#NxVD}uX!1j-NvIuLXWG(<dut5_^J
zPXE<&5EjCpzlUU5p7WOPq*J+scFGww6x}Cx+P-f4uvCQlwz2=zUehnj-4lfRL%;v&
zhZap2@unZ~rf;t4EuHSWPLbG`1vsZs++VqEGuMd;$!Vn=E%{IecfMiA=3gWsZmh1A
zdNjEyR3>xNd_BY5St%o5JteOp>H{<AOFt;;2Y}cV#y{Vwc$}@jxv>{S5%>CfBf>Gj
z+PA-or?uwn7E~Du_~AMDI82+WQ>Ndej_u@03olx`J}AiyTz}j5CkKPCp)28irSOVX
z#JE07v~~so@BHE>J)?f0<O3h%aFuv*9Up=L_EYzXE}y?rZC|^N+P%MHryvO3SSo+p
z!#K(u_9hcUYq@xm#L1s!o4+^L_kNvrRV$hIN`9jht`(D#yT^0##{@J3crcYA#cn+P
z%pcDqR38R<(5p>8<r#UK^`SRM^Ij|p)GRU%7ySUcv{V-s%kO%8s`FA9nDd1}QEdj`
zjEwcBM-j6_8)Bi;wWj-#o2%bm(_9VTbeUm+q1oYmSb-%PE=aIP3y)nN)cf9}-xhtL
zcN}U!<aV|bWY<QY6`Jz!fWajOR8c?Am;DM=wNh-qFqI!&Q+T-ibcruZA~-1M0@uwL
zkL6-vThTT|kZPqfD=u++F^qNgi8~!VD8S?h6+h2Je?d_f%j3rQO>lM9Ub9*|g(K4)
zxvBvra034wa7kH7n1#HnId1FbR>%0{Z(9*|!T{}S<wf<v25*L_HMi_RnjoDtmMOLq
zl8rk6d|1vhEqki{n<rNcGVYq)jNo7I%Oy;ddBxS6WS5e|q!TRpe1ZZ)H}^=kT5~<3
zw2e7lf9<<Z4OjTDUI4oattd>>>hgtsu)^8daEsBOxrA7PNu0$8SE_FBGs*LyXc_PB
zb*&=<F!_O&H=#?!Cc{};#PR;nOZH%Py?Q6FNNAm0%Q$le5v5e5Kp<~?_RY?xV-V|p
z8-C1thn7=;F0u+|Yk1565FJ??iqelgqiq-W8m-p(`TJRX`kRH{oHw4la&YHPYTF9|
z8|&?>3TZr~(!ZJFJ^Zqz>f?@|*Djr7si!;*hf&@XnJvhxF~N}|Lb^YRJ6cw;NuQj8
z5y+eQVZ%ci69wYF6#hk$%Y@!wwK~0cC1i7_7kiQT9|4Qqx#C!oiKWe?f-X-#<11|z
z<xT`EzkT`yu4>bDQmcWOhp`~MHbdS$()uuKumn7w$FGh;cAj(ThqAxa<rFmKo-_aE
zG~!X2Xspv%x1v#z`cMNeMh`Pa67!=T&PTnVBe(I0Rl~8da&`@0EZ>rF3HE_EM+Us*
zb@kJ3`W%z~CY)3ToP*&6SSY#(EU~1uS#lC3i2M2b#K~E1{{jUueW13eQ?s^y$Q#*n
zAInEVeoD8i+l8tUZr3Nv*Kyak&I`RJgg(9%2l?c3RujxCKuiNRM9cDDaW*;K!0hRK
zdU7RG${mJ?e>o8UYU0WMd(w70JS+9qUGX%uB5H3))P3efTX3Is>2f%Fx=94vcavaN
z``AbMgdd&)iLoH|gcrXf*>0&?CyFXMa68i8_g*sz3GvH7FKn2pFp6Ft8@R_TruL_N
z6e?Ps-f$nd7gS0A&u<foyr&);sr3fuk82q(EM>AA`w0fcj-H9AqIqu-pGM6372<XG
zBUYw?w<exexnFqEGL_ZaUBc@z)xl;U@U>}*Y!yI3Bbg7`U!7yC8AQJcInm}^Ftf%c
z!<1rwb(>KIUSebSCg<&l<+Y#HLn4DqlJHL>pMHQnn^X!UY_8EfxzLR~iSTC2VcC`L
zUw=reZ&)HKdbw6w*%Z<^Ou9OK$8!TdC%+s{_J@J_d(tUOP`x<_oe_X;I@=}+H_fqa
z<FIMxqj;wSj{TZ1gZWoa(8(@2%6hX5l?~<UKeDqae&o%vs-mk;K%zghCDY?eJP#>K
z$oiUgZqfqPv1t@zNVU}7M|?LhBX+J325&02RcNlp1bQbE^B-TNX&*~%7yu_yCFDjl
za)t&xoTh%=>Z><d8=3L#c3A%BYF(B{nD@^0y9w%^GUJ+zt;!t`X-xRBDo?ZKbmx7J
zD|r@47VS$nDf(w5;=3oIEf=RBN_fq;@V~E4%3#2e^PRd(PcLW*F?_eQ1l8&Jt1^9z
z%AHly8P!#sCOlz2nvTEw3yyU9s>y5;APHpg=~zKy0C|?tIpZj@XbdobNf_R~7@>1r
zHYrfdam~0$Gr6|}ORo~0x6ZD7ijA$1p@xqJuFBx6T1=FUZ0{v!;}#k*y-SR~c>g{W
zU}DN~r2cVObM62O2;(%|8ZD9l)Pr`xzIr-BuSny0<&euw<GGY!R||4XsD9e9yVu)y
z-e1ge2f2n>T4%$D@sMQV8wrO_1Jq@l+M&5e$2T&KxZ`c|r)ZbNlul@frAB@J-Qfaj
z?~{kLPHDWvmVJBEOr&TH=k3ioiV@6ERMObyMP!89(_zty@!9@ua&QJ%f1tneM-sD<
zH$rhzjV*usHckWxT%939_FU6O1)ArxvTMP$n+%?~*&u|pF<Uh89dni>FKNYxg@CSk
zE64Mi)Zl-&ABPl+Q8LO4C5ifbDj@L0O@mKN%)OGs@6(Z7jFXA->M`1`@lWjGZad1Z
zbh~5gW^8Ry@j0`oE;66L|Is;Uhw(2xNMo0Zst(+7u@yy7CiSk_30VTo)w&JX-+4=)
z#phdc(kQ2~NWIS|bT|}(w!wo8YiE&yBM~`_SA4p^bV02XPDbC@=<Oq*W`iBG17$9v
zbX@i_r@1OYG8OR8BH8;A48q}-s^tf+7p;t~r-%j?O!aNe(3QQJ8lU4m!K##DIY)3s
zB1|&oGiAR8?Yl%1Yy1jvQ;CE;fv?q~yqC*5B_lvsusZ0DwNxkkYE>dyBwJy?DF)hP
zW!2A+UyX%FICW<cr(Y!x9MV#ZDihY{PUn2oNqdF<YQubq>(z4#W=AuKk2FATj3WVO
zVmQlovw!aXf-$Nk)A`karIb9OO^_5ROo5Nmr6Q;g;NETQwVt_WBS&IceFIFm<3!oZ
z9YcOZx5V!#>W1HL^K{w}M&LVv`%K;Jp~RH`+#TQjn^5YW57jrNM(z5rfJqyn_i!r=
z5hQ&?x8cvm)aJ{X#mx>pFbe2!s{DKdD;RxjSU*$cQP8up0p$n!FL4zxJIZD=zdvM9
zp$@usC~CN;1436Q=YYD7zcw^iHgqIb6pJ%=!_97QV(47Akb`1v7M(_Rf$|T%so4K^
zrd}!@khk5W_C90=6%J^to$<TB<`e-P<Q$_?AT&HanDzv|k!1!$Lr?MJQCg>4@GQY;
z&heg#71?g_ojCJswWmX0J>mJhgc}SnuhB83*|uEzjq#v8i}DP=G(=*n=71w}>&TbM
z34_E}gb@lWIM#HExxF(;1g`RWm;PF%{VJFz;C%2R=$}`IKN+mKOd0H0q;(i7DP)jn
zr1Fw1V*3Tg^i&%(SRd-Fr5!yICr1UolAhd8n0E9LRZ012_2zS!6dbOaVw1<!tV;?G
zLOkJ16?$<7tQvEuw!TNilNBSZ`cGT>()hq@HIqEUmzNVIl?F&SXJOS@@CJcQR99%v
zVpi*0%YFWWK$x@syH92owE#3Y!c|oi_6O?n=b;We<#05R|9NE))N4zp47QOVCKU2F
zY)JM9%iX<_rQAWSW}9|=O{dpYoZPD>Be=qw1yHt}ZwZJuD>JO#=ZLgb*FJj8Ut#*{
z#vNR;oDj=$H{oYbpZCu_jDWhd-@i=9!yJ2q_n)V8)T`3_+AejV>kshw8a&&5*mZLH
zHcKj@Ssi^wE_E2hQ5Mz3IP$fm6<0@tfzFlN=EACaMW^G^OxDkbcKJjTU23+n;xRHh
zlI_~>_c}az&J#G!E*p(evPQJRNs;QJFe&Ws`$yKE6@qgx=Z4Nu$2QXo5N!N8t@BgC
z4t-Iri2rwgyf$9kzHvIPZ8(H6H9XTxZvyz2wno^;fLL^tinnS4VRmIr2CfFME{Lg$
zE9w%4p<5@)G%R+IK{BxSn*WwMA_~w>edF-!`MIR#x0PI|N*_xIGJz?0G6XqAfDl9D
zpZ8?ud@Ao#!}7OUd$zUTcgp)eUr|k$Ke|R<Xih62q*4{t+dwCP_6h0H5f<+T;SgcV
z!eR;cnV6kGHZo8c<qR%(w!*^IC6c*1IOP!c#!JTB9D1Z#5g;$c#pDQaHv-bM=zcGA
z&+^S#yHu3@_AmW&z3n-#{3cZ!(70{<^N)As@%}9UtX`bF=y;UAfA1iomhywdk|gES
zS!IVnslUI)d06O`m8CzLuf?M~7i8c@Ois4vGDG>K_`Xg3@B$N|WT?pJOZUz-T=Lz1
zc%TGI0nazbU#hKDdebOG&A}5e)?72Kxxp20+^t@?m&BO%z{5jS>||Rt_fZ8QCA$u^
zqhujGdiB$mA`;exO+esqBzohoM7p<;P4p94KnUT8h5n#1BX`p+;>);A)pwT=5gn-M
z5JBBj@RblV&axY?r}uZbY2#HBpABdqMD!-Z5yW~&XxE!%oaGE{!d?P%f{@h2*Ia;y
zd-#Elq@1;Bw#C=+&sA&rGc^!7gT2&9ttR;BZs${+3aFh&?Y`b@|Mm@|nR8*dj1^!J
z$YcWvl=$VoMSyT-e*RPg+Wx;ABEI>#?`I0?B%6N7zB>0Rp<mmD$TYjuGmkgh;qpDq
z^@vS+4VTorHw`i}f+=NK;%}N+d@<rUS)>>ySWH>u8*%fkVDor|V~Qv|MVs6jEVxE4
zJyNvN0ilB|L~N+2s1&+vnVFdI9E)oJI0&GV2GB{VT*|MpIoy7Njj@X7_wWAbGx=M+
zvF~y(eHp+6fN;>}DDDsEZNMW`ylBDrJa{S3E%n`B2cHB>v=mFE)YWK7I1Jq(Mfa+?
zyRvhfa@<Bf8)p~&R9<UOmmaVj`3xp`<6E=hZTG^#Q`}O$mQOaqMvg+f2qo2BQW5KP
z3ncyLKn+bM$LRQ8)Qv*?WE(`PfT-&C!bSP|`Aq^n;10-<Aeqz)*yp6s=CB{B{qH6V
zaAyM-ltOI-io=i?O53!3Y}i_hhAK=qDK2AP0R-r22E0Et3bL2F)F#_yxZWw;yo$p+
zPb3)wy(fXaD&fo~a$mJYbuge$Z0%ds>OTiTSBVuRxG|yyf*ka(J-K%5QMjUMDpiT3
zCZLERBpf7W!^=cCIE{!(Y|QD`B)G>No+<k^dHh)yF5zpO`|d~%0D=d3^h#${PHnXb
zM;}Zc=;_=&>hA~299)3NkkMbNty-}86k0{Rl4ew!8aIoBM+=Y5@hovz{-eeucsR87
z#ztq&pmQYZXpIh8QVC)n)Ck(?gLDWdz+`}t4ek(sLr&N2$FT)@14|oy8v2vvBUZOT
z76#1T4<9~o+Ak<0j~+RBxW`%bJz&D47@!*2ddsd`jY5Uf3Zj?1^FU8zh1uMn^D%-s
zdy<gdOIP~l?sx60Ask=)?7Aqkb<X%&-lR&B1GhgPp8}<f?Li;?HUEp*SR(b*_|-VC
z69$v_`CZ1pln~n@YzIqqUv9h>wNvUf0PGafn&Y9~!}`Giq492OwUp4?yjdO_9i9A-
z_7JXK81THN;gdf<IvK*i!a9cnDTYAAm+o#X)MFm%nYlS8F0P)Nd+C4mwvmMC%-e8z
zX&aMnsZ;D4D6!Vx_<fb5AkE{sKxPw3!{*+7gdfqr0#(0NeQa%V(6wtQTi#3pBJ4I$
zC(+e#pgn#1RD@Ld#`WtB&|=L)1L7Z&DTAZ}RZfQs6BB<Y7GQ@6ct9T&nRnAw6uj(=
zWW0?+!AN8uI=dFT17N2g(2p-p&(6sibF}_%frO^R%8krkYR|5HswB=tha=0o<1TIG
zsWzn#ZfeK`!{JvSOC1E;`TcsPW3i+OQ@clSi8&4EdvtQP?w1ThF`jT;xUqUIJWUvc
z=smvtcVuLyc1Nt+#7{Sf5c4_k3{2wl`5~B|jGUK;E<7Tl4S=ylo@X!IH(DtNs~uQ3
zH#d<)bCg%3K?9JWl~q-L^mC-DBW<!m!)6o;l8_pLE+}-@78i2^i%9gQ{HxK6HXr`2
z%6<&X&4zm!4(c-;`aqB2&3Gx9d-{zLGo-H}Z)DwZcd(3C)sHoklmUBvknAcf6R_uZ
zJxpk=`{aS(XvD-0iWIVx0NyL~I(&yZv0ZJFOQZ|@<}l#yP(iEAI3?bD2Vf`!mJf3f
z%aL+J7?Z$+;6vH{&xp*gq0t8m4aF3NJyLFY8^$Txv=`{;!oknXa3d>)(Fq>nao44r
z{Y&s)z779s9g2XNX#A1~bbEm%atC7m5bOgm4opl;7_MGDU*ovaghWS+K1{LEFK70{
zLI6ZkLT|&BPk)RnfDiT2lyxJVwSXutQOY)4a8B~H{aqppMM&%1S}c6c>)WF<NgLv!
z=DJRyBI(kFzB$_gXwyZD%D7S9ysWJkB*|Y7`Q{Bh(n3y|i%|_EPqKh2VO2i|ZAudl
z5zkZi?d74@I|6^n>Bf-#1vF%_BYaRE21tD8K4yrLBPN@HFgm(!KJm-Ya`imfp+us+
zjsZXpQ3L*9q=fsnUQvHSASo#coo`;$-s#DIYjzR8$`DA%kYUy7_0x06xiEzcIUv5o
zKbLymNU8~gqo8~m7t$^@zj5kwr0R0NQ^@QW?B8lI;gWpzb2z%z*0j*Mc>CIYQW*7C
zy`a%}Jq&HpHu;gtLt>W?$Mc$Bxc)5YV=?!&SXQDSU7&~lqf0+lJVbFDL%b=>=`w-M
z4|k0Vy2})8pZ2FhoZ(p<tL}p79h-g~Eqv9Ap$d>$qX-&fL2p{MlK4;OYtaBwbKkOE
zMPdeXYX3smw_MzTjteb!Z+FwWf>=rSWNi(ClGcr=4EfsLIhXEtS-l-5S>+%y`~&S7
zDIh{x1I{0k<eBr$%HVk$N+^5hP!o8q$@k8{3&0MtBmmYO`0ln)6C=7z=ulf~Ua|c=
z*&LAagEu-CT+R5j0^e6RjEbnB-(AEP0HC-61?AR}{sMg>6q2X$sNmi|tuw;U<HBRq
zKIf^K-K@cNI+t~&YGzW8XgcPXe$mh=;AlJwsi&;K%7_5n;LpLoQ5!cuS2g}V@#RGq
z?+>+$YJqo5{!B)pMT#`1tT+bVRO~0Ps<ys1<$`9%Dq;4|#ic@iYmTKlFnJ|V|FQt*
z)9<wc1h6;rbFKkB#NpTe{sx)a#s}CAHR<=3hkm3-2Pi;ZB+_}GKWc&)9;C4!*lHwl
zS_#?9|FpK`u$uc+F}-%AS!q1+vcYuh<9iFIJ?kry^n%^?{)^M0)q@sG2s!oOw|n|L
zp_<|m3fM`qjN79EtI#W2+O<<qRc<xmn*_>Q|Fj5<BXP|tYmQ~JG>kO2Ie~+Ko!UBR
z^b5|;U}kDtw@IJEU-~rw?-sjxt+S7Ip1*dU<DtmAZ=lQLueQ&+agJ3?Y&_*T@X>N3
zV0T#9<<(t-Tq5|BpDS&r8|J~IG_bS-Pkfof?;g<fzML`HdyxdQ;=h{}&Yxjmn06+?
za{a>5$lEC>)*z(Bhoj5=WeK@?6!oj%BktAP(IOqt7qcQ}z($=*m)@036){az9WcU6
z-iL$p)@G8sso1ue=#p(B+u6p$boo$`^J`%)L{OLPFaB0S00yx+9I3BMFZkafusw7Y
zZE`KdQrDEHI=MT&O=GUbR{o3VG`YC=NsEh#N!okncpmHX5WX^td>1$$ID=}3F-9JS
z7bu8HfZbanOU=7&8d2x&kNi5F+dYC4_TR5l6ra@_-r<R2U}M1Nz;|sN_{u;B5j!y5
zeHO`4(Dfxbczh!{_?lbx9Sj?jY#!D#0K&r33hjMY6J0MSnm%-i%*$lYYr0!USDz!O
z6#&b_nI<pE`F-d*J^-mY&5j`67EU_sx~~P4K0ZC9!^5^=L;XTBcilQ*REDH9Ajv`?
zssFyTvoKn9YqjpkicRkmmB-=sM!Uy<$1Wh5b$RSUNF7(Eln`H*7jx#6NqTUv0gc4Q
zU1h)2<BW|X#jDY_d|6>JZNn$ymaNu%*|mD0nqHtD?)&)M&3DgWET8wOZQd@mij+v~
z*bfTeOgk+3UewPiD5wyl2)aY~o|z&fFQQBvcx?8yVjhRcnUJo&d*|QgNaH#c9a4Bx
zTY3hS4XC#2`QtGrLI(@&&44y<HFZXQ^P4QF!mcPU3@wW5bnwnbVt#Rl!lF?1G<C~e
z`Qy#r+r40==|5!y<k~j&(o48T^@JE-O}Oh<BBpSI(r!#-0ROq*fB4UL{#^kASu<5q
zb6$QiG7@b|(oc>Ie*%jv(B2p>bTE+1F_Oze@c8;^(B1<r{h>q5(}0_-t&{-pMvMTY
z$-qG}>2vi=;6`0<S(YS+W~|Q;icx8y=cq=WDRLs~REZJV7w}<PI*g(FSP<*b4B^Oi
z*0h~MPhRM3Z3%-Q2zg$7?Im;+%;WjLeM(f5d&kmJL$~%-Y}g)1k#u<3&c(;FOp!3x
zZr2W1OUd)<v6xA)n8^X?662#QYz*I0_pC#J-Re<`k#Q0KJWTugJw)ibh2E#vV&gq?
zeerMfaL|tJ<Hwl@rP#Sn4~1--*tX*NsGzZA+?X?B@dsI^M42|Gsyh0=Q*SLAaF*03
z@0dXE-`wT{bZ$gU>E^3p5(75@b6rtChDHIHlAzsRYI{~tJGV3|cvDn#>`;K8e<0=g
z=4PBLv%|`7ZKe0SUfh4c_fkR(8VC(4VBZI9ZqL#|RgZCHLVkxleq~_q&q+dLL=_YA
zuH#i>jZ12E9$7hUDoH7O%MO@AV?*_Vmz4=T#tC6hT|Vu`j(pF1#J@BRx`l?vJW>pW
z^ojzuQy5DJmlTeU1`uN0AJm-?ER!2fyB#k`$(NY}3W%Cu+TvWCf!i>aTP~&AD0py<
zos-b0?yW;o4F)zk!$eU%Hk?TJ0Cf5P4><hc-{WihP;#&r$-ZT(yq$3o<^FWXT&0-m
z75K}s%;>yS3Vh`YynB;N#R#K(E1y^KRmSzbdG<Bs)}rQ~OLY=13J(2#atPKs-ea{x
z4Jw+6tzrEJuTn+!SYtRL!hseGWzZSNOT}%1J--ppXX&jnL_CTQ^-6mbb8WGr{$J2M
zG~me??DLOhS)zOI5KK{4CZ-zIQGq6^-vhb8Tl?5CzD#OUCv$HB#|GHQ#DyaaAR5a$
zD)7O0J5o13Oj|ck!<$9owmx}za<DKr!bX(IrFjWmVrWqJTq(q>#&DFhFkn0HKxa~s
zf%k+Sf!{w<Hr@H%r}@d53mh00;XnS*z|)l7-02sle{KjrC$t00Bs;6$%X<daPdrtj
zp(F0nsx~edZ5wI&xI8O9J8ZWdx)78|BAPb>zZ&eTjSa$R3i)*`tJv9U{Th5G7#E|j
zE0a$=wpCqh8>sL=kVzx%5xZ&spMYIH(G18vLBb48OnIZL{rvr>{3!L-`(D+0|68*Y
z1Br#5=OADo?{71$>uL#%>fpr4QJe>Z17x}zzYVspeoOpjn_UA4JhO-r(jD<(!R$cq
z@_@M2(u2bl<aL;@``4tV-)vbi<_{$s#YkL)pcsS^fo8<``FQvxVJJB}T{{u3ug`e`
zDad^Vk<E9Y-a_~v?%lh0uXAv;t&Y{C^gKqP{u7iGj?`WCgar$0amO`Rzn%{45SI{Q
z3$WBdCc?nQMFQa@tq>SXOt<=uJ`fZqNG>g(#h@2#QOS_22^tHzd-s~5e&7V`VEe44
zb>$9Vz9+LX5}y`<Wuf$-8o5gwV);=WI#53Dhk)~K^o=tOOIZxGV3R-8p~Gm^_a1~K
zfjbjGLHZ&QRmj8Aa9z9W)Toa}1j4xszL}4)lgp7XIa<@lgFGxDM<f6?Zrk!rw$Jt#
zeQso_j=DyaBXGp|?xYIgQ%z8^0i%*{WXDx>Ua+XBXt2hK!>lvT4|GUP7JSAa?Etuj
ze#kTv6B9z`17T_Z4oC8PuzjBc@yGwQ`dq4wpcV8UDlwlPE_-&foRWg#Lt!B?qB}uq
z)IWCsi^%an41%kiXJa&mt96itcpoR@mU;qy6Y&%wgh?W&AXwDl=Px6eMBkUg>ZHjv
zq0z*vKTX=tza}V8rC>V*T5m8JRz{zRl_V!JLyo&s<@g`Y5>GjR#po-gZWyv+mof?v
zsIb>Bgg$__WeQ$w%?c~skTfLS58_V^JECuBg7UNN72z=frn>e682o`mMEgfNIJ)6g
zk9zgW8%n(8@md<~JPOc3BW^Fp)zQWB$D?p`w_VDs(5|_P=O+a>`8-_A_U`UB$mulX
zp|%ApRVckUUH#dqu<Q21WN$5<%M3}TT6RAXvRKO1OjrmK!49Bb`OuA^fZlD)OgLiF
z@ZkGwKjkz+G_NBDZAaI$tZkNtJuY$#+;gBBN#-A^8?m-7j^e+Jb<Nmd{v|SHBE^z~
zp&_FR!wrF~&VjiOHCyvVrM&$9tI6m#dy`c?vokZ!%fnC#LLZ?SlprFG5xejf=0Q*4
ze=^!Wz}cby1cKNQReK?n>#(0el=V3Xl(NjHx%L0{zHRgy!z+ZC0ug+pgM-6cK1*tN
zJLc`pXCbbR8fb^NPzcn%6%L~#>1BUJLVF3FY8wGg`(MHWSZ{Y&aKTU=h-#&Sbk~j6
zvd{+=QJc_2AZ83R@Yt~C`0<&>EUg;}8=$M&h4C0C`wQC5n1gnWxl{>tFLYBh7>|!R
z66N2g$v;2p>wFGV9Tsk5EJ8XF>|{pL3aE)G-iM(v{NK%OUFW}Z4!D8dFfjP3pcFd<
z017*;Ld)Ph^d%s<-ZWRc43|iBJF<E21}qall*9>8RATM|bj}mNHbJ(%OI{_jB5J3%
z-5bZZ6fKoUFx0`kh7pRA3F(=0u8%{J5qH5n{?G7yyhpkRQ<p5!QtoS?YFiY9VE`wr
z{TK!8Qz$y^41Xj!eH_I^>#pSp6Q0_pZ|V}hWH+1@A$Hh)=zMy7zz1oI-0zUGx8lX=
zka<$$<I)q!wcoW#9=lrcUh=7#nb$?OzTL{57o7TXE$I&AP5}r)>}dH`{lZ&CM6^);
z90GT}Sz54`MU{AE!aDi<4F&Wy5r8yo(ES6@dAXz^^Pc%^7rd4r7r;Z_BSc@Ir0C&I
z-lkzN6lFTWwd$!w`@fXwRVOc6oM8F#k^k5PhQi#WUqAtKjDU<`A&Q&Y7{F7{&Ss$%
zaVGw2tJ2ca5&%~A&K7i02Ss0i_n`l3NrqCA40Ih{y?*_uwj0*#b!Z8qq4b<5G40pJ
zFTs1qp7##9)TgbW&_RROX01fSF`aAhJTRZr)8MQcztVY2-Rz8q2DBFKes-Xc22~hF
zFgh2n1B<^5k>ytPqh{W#Rm|qu&OSN|uIacM6Vg|sT`p%%0S`UU>3jXv00=9-o$&+h
zar>Q%0yfEG)2&8akX~SP;tpw4?7wObs-8S~l5neurnRMoftR=M@L*>;cMu{1L^j)*
zQC?uBK*HJB^WXgWoPjbduXh{9x1w*VVot2)^d3t;uPUb{AI60V>x6yl6IynmP+h?q
z<qzynM!YYPF`9O(32NF9>n9$O2H+8;s_EiF<3DD{o=m5kvP^R9_pd7&6RoP^N7NZ-
zg&xX_N^Mdg@rM3=q1ftBNyhC?{iB_wHrE%AR>zLxRzL0C<EZsLKK3UZgB+k6mr3uk
znj@boO*AE{BTbZe<IcpbWe!e3z-e@N!mKTGdsz!-mwF7Wm<L3tPaemXBA<>7Lyrt;
z^-jaa2kp;83@j!ENU3V(?L@Ct=HCrWg+paC?7O)U@k*mb*Vx&+4);Mn_QGuquHy7-
zB{4J<KnMpcnUgQ2JQV)*ZY1XUAI;3A9W}-kv}R6FljSOyRdM4%sLi?W>qY{~WY|^8
zz~~7_i#mtmxlcI7va|jWp$^ZxuF~?mGZ#{#9$Zw*;}dh-jq??N^^2B;HQwyKtc;A1
zy&}B3c@a6;*~gpXkm5@uvX1&@b_;@W*Smz*DnBV|w9jte4uK1>asGFf)G%I_muRLP
zbh(j%##NkWT$l@0FT00o6G1M4x%`pgr4%F++C)Q`fnep1SYTQZtK@5$UDs^lUJ7tP
zC9Cjy{J_Kz*u8gmYdS7zO=<7N$<9FDtR!r0d`wKVM=zC-Z@TN(;VI|VxHEb*xk<DS
z|De2TUad7PHS0SqxbDiZ9z9Bzm$wNH(C951{L1p=W+p_IH9b(22~547*#wf^@k7na
zq=NS0Afp!Rf4VZTeK0i+Az`icr#l>|2B<S1y?;D|laCP(*6hgW=$V&&$PK<knbal=
z925W{f%*XE3r#@n^=y36KfO4nJ;fSsa#!#IJ`M%ev=0}(M3#mW{Fo|h(Fe#$4Hv5g
z_yyi>Fm?uiVL}_WGrIi)=lbJ$saZ^DTs_DrxDAu|vP12ki@!OU95MXc@b?Z~6AU@_
zM}{>`t-%TNUkMZu*XPIp7wY>b+Z??Dr-g*iPb9sjFJ2w5t{AfTe2z#21->0{Tq=p5
z{G8n>^SeKHOmtJD>rZ90-kD~t?XCyPFv4u*1ELKQ+2S<X&f~|Q#uwOAM+!fbPs5S=
zweQfSl!RnCugGiLQ`yu=yy_&vUt9ry1dN1WzV_{xAU&KA8TdHMTa$pxM7%z__v$rp
z0|3rmqNv@e*5g)@A^(4z9TC6*xI`Y0A2s*nzMg9<`{)#SZS~~zXl)vH6%_T=v$Twi
znonYIk-^=(t7ngat?PLkCb>3F%B}iH3+lW&updL;E#88X^^4t`dCVXm%?iK*=~n9j
zUL*LY^mP@=NzE@s6i0;JLd(0aSl>02B?njBQineM_bk<GNcl)GxgrPmpOKC2+hJvC
z>Ccqs^73(W<B+Fv*jbB*hquweT7W`9Hrz(<J&vkRe1ATTJ~i`Epte_sXW*IucUHFO
zd3B~Vl1gQVMl-jnbXus)yC(cIU>4lJ0!oV5e2rulgE2Zb!d*Ecns;*N3qP%W<K?c3
zs>nD4gA}&kc=sJ9gmpmJc}o!5%a??%{WXsa<Xcwn!3IC(xCX~t%{J1UzNg?Sc(o<u
z;BeFPE#XD(mc#v*Sac0=hbO-ONf@63VU`-S7+^PC5|a|iOErVGOCgajoNb+5uH3xQ
z0#YcLjB8c2byR)TANFR&HsW}UZ*zA1I_P@x{b7H2$)O2n=HWi~?IKl}3^vB@S+!!q
z<7@?s7qHO1fA<bth~eWk$;l{8%;g>vzOXB|QJjWN7y;d2;E@VE>!BLdw})&IPW<WF
zKH^@loFpaC_-Kk*2!i4wP_@OyMcuNE9J_eHyp_iL&hkZW2O-K^>e0&uH>)vR({VU7
zi1W(;2);?LWSSjGgZ0-8LIw>^q4$Ik&DRz|Zyi-;EBanB02l|*e7<EC`gO1FU@kr{
zf<w337veKu2ezftS5xzaOIDbOEDXfGflKdos59=n2Q3}689O7486)Knu^KaUrwLh1
zQ$fUk<bGaKxe}4rvF|qKD~!y11G2Rh0RBP3c1t~TJE|0N?F8Cq?GVow^!iaKz`=gD
zQa1fxevg_fe0g^j6r}f7$81lJT~G~h7~hx*;jp8tcU;k4nudLvNl>t=^|U8dw%Mpi
zz<v!z8x`0c0<Lt(i+D_5o5^q*2%nG~gC{ObK+CaLh(*g(S@NTX<P&8h$AO{1XlYlw
zDnh(iJCp3k9T0=%{^k-N;AzYp-p`gV+3u)qsHNl1Z}~A_AVT3^J!gOQ(vsNWf$VUw
zH;W?@X${GGzx#5EoHvYM#4t#k(eoI|uU(oa5<j-d`6v}Wdh{nY6dAmMRGXfO+49T>
z3Azm?XU$C#-yJlztmZ&IsSta9axin46wXF83hij-Mn2^iNEh8(sg7{?)v0T>8xJ)?
zdN9c0dXr}?sFt3HeD-*44qDU%RUeU<tR`}dqS!1WYi{D0v&ixfT8fVM<9Kku6NW+o
z`(yOQ(F!EV-VZTmfnpYpx+bQkXpi51+G@h%DAeP)b`1-^SyOy>?N_(US^%AEdz`Hb
z42Qv-QT|v4kB6t|y?`wfq=}+XaBx6ETXhe${{%N|*w)H@bb1=Z0op8^T4IW=R&de$
zYEb(fWA#Ymk;5xTsfa>4DzNP%IQ$1|(#{U;InHNudyI1-9<?GB6ObAt68q<~QwkJO
z+HCyn7WZjvI56aXCt{~GMH8LX8~lH-ba{@wnTWArC~_W#g%t;Npe+PfM9cbQbBan<
zBqW2ufd+ZN{#Q}MNrghaeED*)($+ZsmdT%o**5xF$Ae^+{j=Rw5s{9=@w2mMufAPo
z#4%wu48mxlz`%GwoQY1VA%Q1P(#Vud9<uZEqv!`wbg77PtC)u)uvUG<Rndtom}vUo
zZ1MnCUXjI+B=W7V1p2ElLRv38XJTt`-nntVyKnaD%a*O~^Bq00J&$_T&p2CCC7CS`
zKJ<2|)V|wE|Ka#83*D1DKC|CqKcdy>K{T(tc}F*oka<DjQbo;+9MvlsWTqk9dQtsy
zy8S2I1fiD}X2SDQAKl^4ODrBX@7}^Hx%)Iv^5GSG`NuKlaefT>Qskc7YIo(i*Ro3B
zsRXcIsd^&buW1_R3y^|S>ag^1%ylX65cu_Ky1IE#X*_{38^N%{%CI{4>%dd6HCz%v
zK$8yVcDWMs?tXa5W^Dwv8?oqlp2og<^#MQwx-cZ!7%o9WNgP$2w!7vH)-)|v#TK||
zwT2tT2*?l5+Ld9`nx*JHG0n<;mi?YkBdAnbh)A8*aRpre#`EF4LVN9|5&Jx9i`d^>
zv$sQ+7yArlcFJNCS)gQ-m$RW`!^Gq=xEx8GUCGGHt6t-@)*r|FtP~1*Q!}&QFp~`q
z4}T~xADpfbpMJ14&nh;4<jDx!?NE4}3n1)T0n&&2U>v2ctejj~DL_EQDFJb|-xCC%
zlU@9xDS<+Lj~vpuaYI*yr@H0<<JgO%D(*){Y4Oj+*zxO+qJQj4lS`-H_IfMaeB@r6
zP&{LF*OX{Z4Tpd*hIjCHOm&xenYL+Jc~@;uIefq`W+hKxq!)L~JiKjhVXUS?HfIs)
zucwnue%eTF-tDOI{2?wn3S}8TgpvF)=A&3X2IqWshD1<mi%X_a*sGiE{RYlTX*X5I
zn5y5ssM;N9DSY{j4W`?7pI+&9&Ay|_Y_GNVRZZssTTOGmk?hJ@oQDj0r(`DlmBh*4
zPNfGd@^KsJbvhSSm#;t6;MJ3!FVHyaTQn&nS0~rr9%9Pa3oh+ZZ5=_riplA`rnXjg
z_HPzUEKGhOr@K>E4o7%BpV@!Pj>9qTvBRH(zZF}#Q#YGp9ZMsngJ5ku`P0-VnKn_a
zlQxTXVv*@gyXzGK1B+E@?fpwxQ{28eJZpJVp(UvEkJ-Urg+gIuR#&lj-)#I%)_Zrd
ze|`9j0EhpCQnz6sj@r8?p)X6vpXH%cj8IHpjF5({;(SN<qE4&eiSnsWmwJL~cY7jr
zBIjtH+YH5gc6IvjV%5WytSKX_1X5X?=1&vPeOcf)pgnbNvN_o*_w1lH0V(5#lc1Ms
zKf}Ol7rtxww!B(5MAc7M#4FA+#KcZ*Q>TAm-FFgJ<9c);`^r^jXS=lYYE_(1o1S5;
zwmBDl16c|#3MJviO~Zs%daV-&qgy@U`3oYgxW4Ht-&=h@3y7|=To+6lx?HB)TvPrV
zqcGn!yArq0tG_7$`6MWG@7kt=*xz!G(!AN+cd~wD+@sHEBch<Qce|oof=cHNIF&2=
z%7FDKfk@Y+?)v_@B(}f*ub~8%ZyCMcz22fJMkL)3PxUTFuUIvt$S$3;>rk=mzEZ*{
zVVRW?+&szYp{`!^TbUt6={kH)ESuu}v^k5oRK<S9-zF<*fsuj3XJs-AjrZu)EHrcL
z?_p?vTfWD;mBsT@JiUIg%Ez3LMNFjbiyI_9jSi;-s|jPY4=EQI$!<M7d!lgn?%bI;
zn^y51FkJ8Gay?f6b9FCyjTvev+J^slz86;6UD1k~uM#?VnsFgx+-;+_vpPacDMl{-
zK!o<vgZrAH)&5R>S-q-ZU6+KO%Ne_cI=FZ!D1^Bv#XQtetO_4G7O=db_NA-qA;2Ym
zJeQQjr^31X&o9ZTI<J$Lj<(<Ai+5FkKs|rS<NYFU_|t%8a>pUoWfnWKFM5Uphs;aw
z%Rgqw8=o^e4}XX-QE+gk%+J)1C6CR)HNR|LE$Z8~9Nwj@(&?j1#pfT9KM7My<5eLk
z$ClP+HpMG1(++!>qy8{wDJGAY3R@j6y^z<G{FY}U0Upkl;S~vE;Oi{tW1jUc{rbdy
z7q`gw@&D7@n}<`qw{7FAVK;7R9taJFQZ%6=Ly1BtW9CX_3MnMh(x{X~q0BN9GRs&g
zQpr4z(O{-BF0A!CKa2hB{X5?Ke&73fpMTzteILiZ+kDq|eTHi|&-1#juDXcs>X*Ki
zBY#Bv;rGJ!dLzaxco))&hH8K858f;4-1#Y#H_;|d{^5?>jKg&S^IxAASLYlXnicgU
zDErs`h++BPrskb?(;r1i*})!oNHmFm(WKz}<>4}6tGhmjUg_>+JtDlt_Tk5kVkI1(
zrIo!4Kk>$iJC3~IkK3jvSZpB@EN^!-v;9qbj!N*hWgGil`KyJiBZH|4K1TDJWSDop
zEjBjJIyT&DFZFJyq_IwWK}WM6x3JJYwe$`C{IT1bvUXgK6*|8fV~aRMo%=IsvZKPe
zHPx3s0G-}8{PN7mk1jZxxKNLq{Dbojt)fs|D7K?TSH$|-cgSV@nIrRM;}?m91%nT8
zs26=))NI;VU-QyC&V)*{?g~4l@FLcfZO4E^=ckRnq4Kt##UCUko`h@cX1x(OeAFuK
z)9%pSIoCh{Q8u_dwfT~7US@7@TqP}$FmEsjhP5$tk@#}9ls_7)a8WoU95Tzv5$(>B
z`2J|F|1JJJJSmpNa$XUO#!cZv%W4|rjKs9WOiuN_k~P<hUvQX}*KQ8;zEbw|+&z<i
zX?~f$5Z{(BA5$(*g-wXDsQdXnuStz^W95zU4%fPI-lQf(%OXu6j$aikT3LF)KK2zm
zb8BXw<TK-oDpKGt`LT}DaO3-2o?~h~O)hn_8mup<hIJ(Ps0+qzS9LbYtGt}o9aFLX
zM#sFKd-Vp<$yqA!Z>z-I&RwZfhpj!ib6arex0y#qE&YLSr(V_~Z1nW3kDBf03&{-u
z?dw;muiVcP_Q^ixXdcYv-G?DdZ5H-D6Aaax)LS(B&z>K%U@>=Aevw>qXjQ5uBuy{r
z<x`5K``K4>%NYdI8oGXNP<Uv6cxX^wPs-sCbNgSdrQeWx7r-x2EAY(UWJl1ATc2Gi
zeV>}UhQ?q|a1C-b*vs^nGHvlr-dLFs)6ct$ht#Y-pGk_Q-v8ag|M|OmOhQaee^awk
zqes6)LtI+gl_jnPL+a|)cI(Vi4W^CkrwdBn%je?@<-Kg2c)R+ns_{kRZJL$NPjB(N
zeiqT6wIyz+g3-rPQFG<!isLFOUKd3CD{IkYYD$kY=gwVIe6QJS#nqQaH*wIVcdV)<
zr`+y)2vk>Rkv$t`U%Im2+>9l;yZz=port^<elal}wB=GN{o{}FjExTmqZY!sz54VW
z%~73YEjjHfzsYk->3p|1c__NwPb*pltFL6Gbi?p`=!e0ZUm}BrIlQY)g`NJGKYt?o
zfZZ~2a@l7;(NbO|N9*fv?e@^5Cn@f@vFM4_l`+;(H?yf{6HkN0tiM0BmmPV`?XBr;
zHc*_a)HrU~sjP9@hj^m9VTWy9^|0Ob9JYE_Uwd~~MtGF=94wl?g5=F&R-ASpJi+5~
z<!QY3<-G6Dmsc&5Y1mY~CpjuFgWB5J^m@;H;V;)0dW9$c&ezaVe_H8qze^%gSi!nG
z!DB$>wASgcj^@o-dl#s?@w=^LThFiaqQv)G=$wseSh@wL;AoD1FSy~7{ve3Ir4rWM
zBwB?}SWsQrohqMw$<{=(UogxGq2iiCz0MTv9_vM2;fI8msP`^$xH0vT>r*v8{Txd&
ze+63%e1%)8Y&WqzSrWD5vAT12PT%?(HRD6k*GJs$n&uiweWEyBYJVhK#2Pq0x=1R}
zJkUmOpvPKopkYJ%;qrxjpXy`I97(!<!%_0c9j#~$-4jh0TTf&UMB8>A8($Z=RdTZ&
zf6UoGgzV-|-%qpHDEY$+3aDigyH3Q9K2g+g=xy4CWfs%(qFs+(Z2kJxV(n}p)$`J8
zN(W*t(VbOm=ajtbmc*vbdLFZ1y))+e$cNPzF4N9296!ZWq|$dy1#%|h%zCCAanyBp
z_(a$3v5!2eqNu1C7PL)Kk5vflI&;SnpZ#)F4P9L30~esKuil@GLE(Ni+hTnW-H;BX
zQ?J5s<$row@i<Fr-}ZgSmenl4oE25gFhv=gTl{AHf%?kItLzptzr_6S9_W8%c{f=m
zCggcYvB*UM?k$I%!X~=mF-)x!=x5W+i<6T+4vl^D*v9>Sa$7t?fikYULHvW9w;6aD
zim`9g_?ctT?LqW%+|cUa=jj3q7cacLF8U~o>+HbN=ISt)Nai)2`ALttWThH49AYyI
zE_i9*9S?64XWm6h1J4!v&@$C`;^!Y#uYSBLI;3iNX<YgTb>&qW5;rpbdd6CMhdBHZ
zcUM_``u@4mThCvPz3F;$Pw>i|+syk&NmWRg{b>G<tH)&?Y?5)6ok$3=-7a`Q$?CL~
z5+8l4{)l9yz#Pl+C;f&($rDFy(rrehZ<QE{OuBA7J;+Or429C?g~+8Kdr586#>-AR
z$0(g#l?H#j{On50K_b)g$zJuK&jywOQQfZEh;8pH(&tM&VPTx!f6h*|kq+dCLJ<(z
zX5&-YkrCO_-62mIa7z{)h-o*yuJYuv@Z4x68^yHks}=lN)wp4*_cqX}Fai`~&p5Bd
zOZJo9U*nu~7q;o)8{)z^>dKwE$fxERUfz5p;}TEH=?2wzH8gSc^-Em40HwxO2eY<L
z-=vG1v)!w1_#TKprO@~G{%fC8Q{5E?CTBA|ofG~vUY8QYf0I9Gmkz4#5UN<I?YEBX
zy|1(~u<Y8KISr38j_^EKF86&!HSJlH{6B1*&eZrI$9Hm3J1O6nJdN|8-}D@g%=FYJ
zsY>dX`3);lMy=$|fjEde`6c2h9I*OBo}<K%n{Rr)jBUB(TUYh{Nbk&={5!rz+X{(h
zod3Ya@_@a!cE5UZN{TnioQHIeFLh#{y>R*@E<1Oxg6FR9SoWW<%ye(vfML=*ls)#s
zZ)69&{+@ZCj{BAgvMt>swd?e*4+5X7*Ss_^hJ6U!zCXsZS(cysJ;Pvgf%KcedHi0;
zBG@CxE-S5ytLBfZZs;z(#u#Vh&m(&?C}k8kUXh387%%B;6%w^IY-LwhRSiSB7V|9j
z4Xe8F>h&w1D{Tx^Q_-sE)YW^UviHwU$LI7pmYc{*P|5^f_Qssq9X#&<s?dmor}~yl
z-4uQU!?m}!C^c$P0oNB9W`03_ly>RU*|ck=&x_>rqR)s#EmGhw@Mn5boYI;Nac`~{
z1O!bCG&AC-qDCe%H;s8|?Nh0he)l{|p3f{wBW@uFD_I(fi|xnf86Uo+xO&_0ek`hf
z<-6&^XNTCTl88gftHx&k^&{15z9RZy-F7We=H@<D7|CozTk6_c-IJocvA5PNBfgSi
zoRKACy+?e_IUcozXV2$8cH?*#naezi*)uPuvn@gQv^@;+wUX+?X$YTI&D@Hbmu{CM
ze=Ja+?XMMm=1QF+UyS#sA7^GASk^v(bc#ZGr5gA=Fx9wfQ()XaK8IU+NH3GcdP)9M
z9$HQpWQ~8H8YTaSxO$t|O@52m=;$)cOo)LXdfT2os(i{pYR8V<hZZ0Vt?J|;ELC@O
zbc{RDXpv!tww2nLYPN(!G#q4p43b{9ou^zN!3;%<TSZS#Me0sW-slQuOh%zwXc*M<
zDwvKN5B+6CWt4JUa<WQ!dAYozV)ZIb-B2_hiKa5>@xOkPS8l1OuhB}GUovuK-QXNe
z1^&iu0i$Y3^R!4<eO{~c)OKO~p$k5X7rWTz0s=n5X=3DQy4=yD$L;O2Fz4xOwb4M+
zOVt_tK(P^xx;owWwv?Uo)%*TSKY#4qjv?SsnZr#XAsd<@&b9yk)M(}E)iuxkas?zM
z4es8(>lF@8pMT@V*NMaAg$DCkj)-)6GMvK8f8HFNJ7xbhak!^1-@;muS4g(e$imXw
zeypWpSGj7$LV_VED5xqaJ>V`rlVseKY1NIMfWLnKPD2@lw~r4$J^<@g4fFsyr|;fI
z1FiW6Kn>zCDUDkWDFdcUs^Pk0#(8MGPDU)&i7Z>f%kOMXXei3I`|KT^(FgAC)gcFO
zJPrtW4&G8-O|28O25?GWP#OeR!5qL+{A<O0F2|6EOIw)fV#5;U?`p&zvbR3=-w6Tt
z=HqfoN;QzgN8J<5dcTi~a*UFI{i-_Y7d#8Tl!2AEMk^1QBS$hiUoLT#-rH>bXj$~1
z>>|g|<4_Z`oXfuh-S<OZ*E~AS3?1#1FlQrW_ntk9a~>|+EZh0=M^I&2t$y6KIrBf9
zNfI*sUBD{Yi6)`d!So?Mxe6Zvom41t#mCxi2+*#QHGbv)={DoBn$MFZj9ogn*A1?W
zV`RQSOA_-|{YK$Wz&Q$Tv#`uwCFkbhQA-={@%HlCB*(vfdleY7`gWsy5Qw6ezTV;9
z%F8PY(UIxW=%XrNAJZ_49IWF}FOb{On)+AY4F#bxrFI8(Tp=PdQj|rFI|dmjt%HjZ
zjWf8mNFOqGANoG>LT%~^_JLo0zwe!3d$r;wzhG4`^(&<CwdmO#n11ihowDR}AMa1C
zF>pMA{ucTUBZ<z#+iV6}noY8yhuPaH)7~GjRq^HT&tmR<(ymL2E%q9C{YjqdSfVa<
z3AuD-$MeY*nUKp5jpj4-0M!Ny=1*RdIehp%g5@g%Ef%eYVCS*`ihDnK68+-E&f%`g
zBT(E{jkZ!P?O8(I7G^gmK!v_`0`i2*_0G7ZI741)jXDttuJ`zsa7jF;PW2cR(wkmh
z)=N*MI-@I&EUT~2KB`JY*6E|<RmxUpvVFLm3@E6gxFII(!?oaetrS_wsV?O-Yz{eZ
z{9Cu0)C^N68e6T$zxno{`at9O@rNLHpP|X~)VCefaxBO2aIJw@?t|m+-hzKt)7KY_
zN$2|j35Z@gD+^0Cj;8w*j<Wq^FRgY7&@gfPp^No-pyXJ5BwNzW{fkNypq_7C+ZZTn
zqk{fQI*!WZ<px*#7Et8_SQ(*F@@?HsFH_KHW~fY>)ugW>%^tH?oAN|9Z<YpOo&mMN
z@TWbcooJa{3wZwVqeo%D<2o?`(@(_Q&vRMTk?1qeoTEuON`^-Mx?N{(R`%%p>ZOei
zy-VTg!t!V*pS_zz?Qq|lOk>3-yNK{0K0CPjhk;26$jjKd3BdWxu*$UN0q3aT$*+9f
zV2&GWB><+w-&f$S41v7avL$-NY1O)QF&O0?3ss1y{ZKRrCw4uB=rfzPZTna!LA`!*
zPp<v&?sQfNz7vA<^z{=!`u4nAV^D?vJqMAX5X&)dD7$qkp?-9as;+Kt`C_sZ-DqPL
znX69VOirU`+5w4~nI{MG8F}0$0Q%fNySlovS6%~^5m|mUi|Yxxs_sl*v0_DYR-{gb
zMWOBK)2IENZEbDS1vA@b`<lx>SRZ54QzN|Kf;Rtdud_g=DK1wIBVtwiLZ9^DFp>KP
z(E))vQTtSd<sACvYha4Ab7|jtuW*b!@4=1x+1Ucci#@h2?H{=4-Mc3sU9d(67!%A}
z#zh@%SFW_j*zPC@f$A@axUbt&XyT7YD0tZpw8VFJn}+e-I~;u`mTtNigS;&CRP*%|
zG(P_Pk;1ce`}SiVlJrdUXrixfo=+A*TlKO-koDsr{(-!Sg!83A&Ar9i%~ox%W<hMI
z0F{*4#REHbC||vLwE<n)g6zAuMnpxKRfNmwQ}Z%74%i)6>FZ?mFZrIT*t|XxvItS<
z$xI@03)rl->x6~|dQnYrIpmd<9XHHQO-)sl6x+R91;esEl0ZU*gQX(Np{Awvl!#Yy
zF>%qpE5g?=AUtFLfrXAR@32ShX>8;@=g!mIC}(Y)3N%T*MvbjV^g{qY4!gOx6b}+j
z5E>tfi#>scnf;%9!?0*hj72zV3<FI3>*`J#PT)Y_gt~C?;yvlx`1zZ%BI(Co^^ffQ
zS(_3T7B)QjyL7Lp{>hWktql68eRoXM5DK!o+_oi@-DY989<J8RRzIS;X_H^@pAMH;
z@SZNOj8=PnVn3kFs!MZ0Zmf1fZzJLZq@C|>zY{g*ieA2Ah47`XM>~eUxN@1kb6dsP
zY6(v+8{!4GGuq;yyhhL3(~6E>KYsf!M`GyTCf9;ca_?~S0g+pDc~qEoi}GZ4mmOz_
z(Z)}&T2bv6Ejj9%ovYNHVOHF<k?v@Vj)Tq^WY+W4D9BTdz2;MpxDIUI@3A1VkY#M5
zT4MXf^?RfBdf%K$+Jbn~>WdXHGELW~s^7AD5-M?&ynTJ6SlC63f40BN!k|o@l@=He
zd!jMJ(pQaL>O$R%(1RhH<j`<mJKs5XS4GH+7spY;6ka(2W<m|1RG6l|eo&EQ(fG`p
zQibHAlvr8;_VRXLnc9D~V*HZsk2uDBoqUJm4)(Tz2J~OPg_%k4;9c-;W<SMA^a<Bx
zA6v&E;BS<ii=piPnrqg3hOg1LdtH||HPR>yvlG<^O<*d9QW`RF(baJL!pODku86pI
zB$2k_T{;P~!f!7w3`nG(*=f_)vo!X}T1aV<oKQ!Rkuct$J#fDdZMAI2dqq)&!%~<>
zjI%%<A6X~6M@Wop5W#WSX6wOy?;7dxSqnyyW{rX|xmXtNZu`ut4CC@msBo+a(*zz`
z>ztl7&<a&%poyh7oD+WNIs`=Q<Sy(oF56%zws~`bNwRGoniGrW=JAwDP-VZ>INLf6
zuh^#<!$CfDY)+_~C1hg-Pl_-U@>%h_V~3=rg;5J=NW~JwYa1x&!j+<Hzp9MPE!)0^
zZ>c5du*NUPCTyw}roS8OTlj#(?0Gbd+;ee<k<1GQ`uZ(xtf$)F-sO~>09h}To|2sW
z*x$b=*$KgvXFwp;Nui3Gu=n;#vg9s%pRzDEs{Kr`%o{JP;}o@yK6J=W|M&T~ca|w7
zTAE?C??(jpuv*2cYHP<14Oz=o2xK%>bRGzGyNhOT^9l?w0<9}~3c|{G^d6K;6F*Ss
z&i><P3I+}&F5Zz-R!7B!VS3HZve53vj6^so)e|Q|iJq)(RAXQbS%X2J1^&N-_~}8a
z5t*5FVVXJ!1kPOumYjTdY-+zAif!A5{c=ojG8ZjbQiJepxHqLVHY-b8rSC=5%gaBy
zvj_525lQu<=uftGd2Hqj6hIh?iHqx@Mp3EJ`|)FPstf7R$u`ONH#v<!KxZy`+8ie~
z$eCth$Uwh+tA>78F6ZOw>fVi|)S>bt?h(n{U6KA4mnO8CZ+I)cL6wJxN5<3Bv&1<~
zeK_g{s?@A|{4AQY)-?|E*_#XSDFqyNbj<nbCrQn#?7+RY3^OAP9L_IJ+Clrl*Ym4W
zjFk0Y@4C^>tR_J(uCvoP7jaFYu@7y5x-N8`$qAY5i?E1$Bac0OcK`nUdFD`N2-$S2
zaY#6xRO#FKlyJOVQ-}^~POXc^1$;YHkCExV<sIQ6AyVM<oNg2wM>NP?fd0|GgGChO
zrBTICxj_#qqUU}MF5Mc$1|NoAl2F*0Rv9dEa-<stn|lK5*O9L|d27GAV}S+ZN@;Kw
z&mDi2e7&h29n_n8<2CMUHXrqZtBEQq%{cXXw$n(x5s6yy=dq_}=#wXFNe1xY{rfUp
z%-*3aADgI73K_fW&L%7mrLCxK?~~iCTnR8W+pv!4-(7(@yXq<`o8%TPT)0c+xlgio
zJSfc!5+8j;UIY~|iTDw$JbwH*9MQZn?gP_zB2>>EuF(;6cn>z5cy8Le9nPW7Q?xE*
zBWf^(&o$ye=7oLw^hq|?%6TY^tE-eszkH9%$=phjl;aUOvASRf+?Kd&Ts-~)x~-`q
zQ_F<o9hNXCh3O^dFZcM-az&AU<my+B+mH6g`}z5;ZYHvP`yYW<{A^f4<^K~JmgW0t
zlbF*5x4XhTBr1CAQ*4GhPwZd6#0f{iy&(e06ym*FRHPmoP-n2{A>Y6zb+^5~5!q)h
z;?L<gcu*WN1q(h;^4e_*=L@LZCT|)5Mh-r_2xQFWYU#(c-Xk9!RWuJDzPV{rz<i0m
z6DLnTNit9G9USl0SnSm_&|JZ}>_4SnC0cq)IsX&-)o(rZ3Iu08Z||<a`+20A)e4?F
zdzPe5q7Ea^aUhVdMxb&N?&MfUkw+~o#xoGOiHrlxFCu_E+V6rY7)+4o`O5l@LDh`B
zE{nuRw7!O4j=Kb8qT6}>OCpg*7-JVXTMH`tkK)>ahdq6x*i76LrvYIk`-&0rG%1Jg
zfGHIk(jS9oi!|M5fT;TV4JS$N7@ls%jqLhO{69W^{J1CG(9kefUsdPz;WYAFF1E!$
z#(mPwW6*XF0aa8Yn&wSBUt&pQmovU1CcjMH)HJr%%ye643=;t`_Py|0<d*BrkE<`J
zf}+CLum%ztWxm-Qw18J&pt<M?^W(=SdK!1mn0{&4F~K!*p5aXMFHtrP@=+S%n^SB*
zLc}v6SwFafW6OcE=)fJW49McO;x&TB6Vu!|#56)fL-}{?(6q8jB3VD^d;fIw&_z_A
zeSZr24%)M0`5Ty!4JB1)c+M(0`>t+ZHMJAmOnNzqFmN2UEN(1KEz9Et5P>0FYRI$-
z<2FJ4m7ugY6wx|xYF^>Ex9;qFKl9npn5+yqpHpvdzT3jPy|DG%+<;q)*RX}k0}SZT
z9o1*yJdk-J8&$dj`Z;xVn7wfDk@T&Gl##tpn6b5s$a9NfE~7*Qy;R>Ho~UN-LCo}!
z8(Fn6B<`>b#$}PPQY2|d$tF*A0_``lkntQ1gXAi^<iZ_o(&OXf^2d%nR?Bwut-s04
zUD|dG=VxRl&nO_Od!7oJctP~dww`RN&*2Am?i@$CB%59a65Qd=@`5h$l#~=<)PR5c
z{#`yc(E7^c*iU&mx$+p*s8oU*JbrxC>(HS?L<g}&K%m55Qo~<5`nre*VY?_&I+_dz
z1=TnPk)zm)W7BLM#ye;aIK^WjsP_+&1WIC&JFMXZmlkQBW!py_qGHg2m-VHVmb0&%
zLc4tYab9X1$Efo4^NU6KsTpEwZ4^EtpSSt-RSqZsF@8`<RZfooUd6>VFreaeJ&51<
z_w*49iSKYwD0(}6NGTM~Q)48JqJ%WZ#wMs(olA1t<_6Bn2jp&2*vZveLg_zF=A#Wo
zg~y&eKh;0-m~sLFg4J+oCGv>*2#L0Ae&#9>Ko8~Ohib&@Sn0UwFxS{TCZvX^y1kIy
zCmy645GE#>r3z^Z&lRPbDc`1n6hA-hsrlD#Fjs|AW&vZPSPIpLfLzwj{zC@do43Bu
zWE_+}e3rZ%LGPmEof59E3E`Q>*eHEIV%P49y<Xh5a2i{a%9a6=x8lD(c3@?quxd>w
zLve!2)?$-cDT1rysIyY^Pu^Iv4>-|455XY%aNoLhbH8~<PY^$l6VO{-FM%`>ekheQ
zm6NGd07G;rDXgyR=TU!4Y43mD=G4`x(_#kv$o1yaSL~Z=S5%)jGTH_-3eVX<6Pdew
z=JlkuB<$>pY47+V$)uXAqe^d5mwJ-$2v67Pin;#auchc$SJ#XQPk!6A-$zZ>j0sNT
zbsf%MbK{n&1LINi*A|R^(x7{izmO(;ANFLlch%<~s-90&|A=?3rjoy+^fj=z=7jR)
z*}WOcNpy(aw|)tnL)4G!*RQW!zrMH9zRdnF!&9rvGPN-2CL;GL*J^Z>l}oO_pkx3I
z{-}w7vEI;(9WYC{J!+k7>jgQ*X<-%Qsmqry4+vVk=$WPThQD6bj0lU4sbGr6xioDj
zy6za~GN$Jb(Yw4V;6=c0?Z0-3{C^NqUkl{R%Kx%kX?K?XKF(A3MqbQ#hSYGeb>Ap4
zxaO~I{_at1JnQbvvHAQGhsaoQn*DIG6*$1%)XEcb1GRa~m8GN}ei&gsyyoJ*_3-M1
zH2h=hz9+?(=g2hL6Gjy-Po`k`?eWQ{|NOpJ#f`=P`o0d2XvZoF!`Rt5f?KFrrDp#S
zDGZq};GQ&Lu6#po<NVfyEoN#r4EK)Yp2!s){dHA9Bd&VrU0LueAk5^Gq_VG^Zn~u{
zY~o$RrJvZ;u1iE(%~cFus_!kzk?9>=uz>JJ*A%!0udM5oT1%fpev#5PYx=uWD6BK9
zM6q+3UI5CgIn&=A7kS21QwAy1mw@6jf99@G4oF3}N4mK!iq}q)f5fY(f<P9!@hWrz
zCT;){<y56$iDuK%^u|8gM+5q^ZHYN5Sdm36EC`;wc$EU8A;?ZlZtSyY-G;n9P9wg8
z<4RK~<o9Y;R#phAh|CI(%p!lv*1Yb;!RqSj_z@;NEVbeCzV(sQ27CUFWTZt^W7&7o
z`(Is~1EH1=@CKs>-i;d%LQv)hyQ>+Ti-BV$NG&l=OW6DoRAhTw?4*75Y@eF=14~c>
ztX+-Vq+8?E?hAE0$@f7@G#qVV`JuE_^URrN++7fT$savBcv*%lUD@%e0fB@W?TY!-
z^)`Tmis+P319&+yAYi>54stmP$g42=<=YP?Zp1Gj;LQyuY2J`32al$Ib%Z`OVS|7%
zE;{;sCIbNpEc{=wV(jzhkGXC7o3zkM_$83G_91;Vk*Gk|bhh;hKy0Bi1WOYFjjR)%
zAZp$D&`N@zUml5HIjOMx_1n(vA8rBHscY0{#{47;r9N9qT~k(r)o5IxhLn#~)pb3)
zC%F4FkQ;4Os8#`){d#eq5C(X0?7wsv7`=df0`OqPz0GIm@&kjdB;ad6z=hQPh>RnZ
z0%H-gYa?l|1cdh-&E{|2e8NZ?=`5EfI4khN1O&LkqVRV1%~nMm{9CphKXJm-`PZZ1
zP7n<z?Ck9BIWyzi&MgRk@lXCo7uKCoZi^wQtio3E$cgwXqD{3i0d$e4peI5i^p$cd
zr%#6lIsPhMEja;vss>GQxaD^3+SQP1qIyG0#)|~Mm~c(dU@z;zwu8BtG^I39`|`4p
z_(X3CL5h8L81xGr_YCJ^j1}Rx9(e|EN;>N%=8kC31l*L_z*vzB4qi`kn&`{$|GZ=Q
zvSp#?KKiVi*pWB(Y}fW8_ELIvqH_e`UNQ4p9DIUiD<#GaAe^t78f{H{@!|z<us9%;
zW;BB?gdjeDz@nZUA&T`{B*4A4*+5Os^p^VXEj>4ZnmB+u@+#(*-dUW2K^SuX0{4Tu
zZUV>Craq584s?)RTvxmOh$PK3$q6z2>Q<(gb&-;eK69q%0SDqPU$w>+5i!Nu(*MZC
zIVH2{X>;cNdEA3jTsM6H$R#?ISoT^rrk8XW)h3<XUMQmA%rsnOYmpxRS3>=<*r4bB
z+FftDh6S$LPC3xp>updod%th7U}ng>QKlK$Q1*i6argQ2?S>PR3(u60rq*>57u%$=
z9n-m2tyyD+VfBS{bxpnMXA^-`O9NfzFG-mZ#O?U;Qx|IEg<BpoGtpbOZuR}D_ew>;
z6uAGgtk+7Qs0gG}JDrDRWM%F9^qH$RwxWP~tgg@2Q0%~grg*dNj5w;3gZ&6j><~K1
zteb!W`UQN)fjlnek6&{O;^zeoa^D=VUyU##(?VO^zHEmPBy+-0CmWt=K*eHrs4M5M
zPW|(L<9OAg%-=WOdT7-OpfrWHfG~7wtKwI4zicfCk3WzN6bVUdE)1MNjIB(luvyI(
zOuDNdy~ML=(;L28=5LoZtfd=1qc?H&k4#3lCh%N#9i!C)pdr7QWO^K^o&>FPv&Iy2
z<zM}QkAm4N96|iqoW+a6fjW>p=4(pP2dEO<RWy#=Aup1k;8c@*(RzY;Ybe%-agxX^
zt_xg}&RCSZiGDFdF=64f63NCd7dyZETh?G)9e4E-_J$XyZvgwPzfbfrV2__HP(Su3
zo6!5Z&+p$KM*{h%76ZI$$!?G2IZXgvd|8SaMHPURQxT=gc~zTMqozQ}d2;N$1~YP&
zDgt(U1_!awP4wNncMT~<9v?^0V4e_BNs?CWhdqLwP^Ze)h`O~8B_%fX5`26|T$gZM
zvd`TEYwm|BIT(AyCr8i`wATogd&GNHcMo&%IB@j<)Ete7h*&p)3IOYRI-wq5IhX`b
zN1^-gv3gtx%biihafx}|$xc(hVYJneeCwry{GujcO3i>5_q}(|K>Emla2(B?K0~6L
z4y{_VT2R;cLR3@~IL=Cwf2Ic44js}?*S485LL;!s$Q3o;zkTb%EF+PTftNoxeMg<z
zuFXfQw;iwmFbm&5J*|AE&0I{z_lx_E8K|qPgHY8!9Nqo~9>eC{D$S!_{QUev=RT}N
zqA6so3Pms?`fgZoFH_Bys~Aua&@uoTEg6@P!0Nl4M)a;UpBvhT)=*_gvRhB>){e1V
z-q@3vua7I@6+Uauyv_$={X27ic=0F<xk^sHuA}}c<{SPU%xFp#CrcMHj)3`WN_{{c
zF>nLF+GGTJl*(u2{48V#^!6BaDK@=zyI8m+bdlm}LdHx8*%JS~apB>Iy;d$?{tRPp
z_(est-j$;H#ealrnED=a2L5r(;XOfKF-CpQ2*?K;0GCtkYw|C~1^o!7=Dm|-W*OFV
znHuY(7wrYN+{t6P_EtqzRkdSaQ$yCA`Aa%$bSwc`JDqEY1e+|ctXzv#RBT)?W_t_`
zKz5CwFg0@F3f@e|5fsx1gTdqwx35Z7#COoAPT9C~iZ`T|eDK~TO!~E#UV0a7`3O@r
zd3br{y_A9un9#n=CF?_fGwSmILK%yrpq^p5)6k4R9$lUQxrtu=75*$N3`qVnlgdaF
z6pa!JgO*Zse_a^PS`Pr<N}O#QxRX^YS7Nq;609mAN`+9PPR!KQv~hp69?G@vo?|48
zGwvb8@UH1p^FNQQm=WOrAV@njsYkvnB18pDS~UT6MQ$g_$U&6@JUCojTnuFEWE{Au
z>Cb9NgB9z9j~X3^x`6q+A$mR2teZ8cj&3gn!4m*tfkfwN<onEoim7JA%OfXrp8};c
z{#AP>6Z$(~oD~@xD-Tq)mN8k%==>qccqy1Wqyp?hYx`>aqxfX!>kbDD4>g9KfJAGE
zNmi|19f_SWBd`_v*VurV9+=u-zP?~O{aCPJh5(93PM_F1@psr)+hzxB6pU&r0zUEK
zDphiZFg+xPKAC=d`i)&Em#_*N3)P6$#mDF0$7|}&&UqxdAwdK(?jD;|o|$Et8}jz;
zVRuZ0v2z;x;;Nl==2p?DKPtkPMRW7<_2iDWRLZQ;I~zcTJD&d>5Cewx{g;czh4<Hy
zr~~IqhZdHqg|Z9g_E28-XZ2X)uE1^*hFd$wE-4|OPFsD8{XYwU<f2A((9CF8zQSb#
za9^B^^)0f~$pK~d(F}{`9Ou%1%|tZYHkx~d6Z#rgR`ux7f-%(29n;IQ{uzyMF}+eU
zyiaZBXsrL=5X}ls7++U`rUl~mJlx!Nqw_EPm06rJ{W~T(_w~J}U?Yn0Oouwl3+XWX
zI%yKrY3&Y$5{b$$c0&gs?e4dK?c0M{FHyDg*_aw9kSq7x?%h+@)otqS0jjSZ>gV(E
z!-w7Jj~+b&zX_JLa0C*A9AIQKDXhzy>Uif$T_{BK6W)pu0JsnPm5~r5sbztfvDQqq
z6*!bNI)t%LfWs{OIW}h3F@~|Nv4r>5&;ILZKS63zXp5N^@cfpV3|fr}G^!gWV^sC@
zn%nH)i8K>=rW4p#_Xy1+l6FW@0l?Y1MiKv#cr&me?tSQYkyvY;2NcGksWOTO7(er3
zwaK8rg}JTsN@cW|T-RtLZRn?xq5bfy^MKFDotY%tB?j)#u(4U6Z@95KU!trG6NSj1
z9Y{L=&O7(j6|G7;hFBuW2{27YLh(N^!-F%&AP2=?2%<~6%+U3TE|^&VFQSF&9^tfA
zGx_POd$=2le6cKxOsP)n^H|u<UNAa)HX1^djT;j>Zq8tWsrizM%ol3diE>7osiibf
zUJ?tKO8l!>;H^e{Y4A+y$oy*m-m{yP{F<E3U?`N#)PGBf_^s!!3Yu0=A>+1*W9)N)
z{~gah;BhSIfR-i(Byq<)dv*wulTXOX%H9w`o=$Lo$Rf7K*j5J<M&d^r%?m1!$ih|`
zN&=?8ZQHf$gi7Bpz4I$jgbjo!zlzb){sEpg)w-)fBhd(CGPqlli`x;Nom{?u)22gH
zv|%&rW>81fVMkb_Mn547j6M+t)@oafZAJ6H<_yZA$|*ZlcYMPpwS)fCNqR_p93wX(
zrkd)wOUoRpm1cc<W*#`_Sja#ke?Tk{f{D@U=#k=W;twR19~2SvNfsl&8~tB#)ZKJB
zp{HklAs7sahd0?1m&?QXaR389nx@f`{AwQkH!(ece!^$pFQxi2LmP|ne8z+%K-9X{
zbFbz<iC)dz^;dI-@b>8F8iVLxP6a3M`t=;&KUS|<Lx4iBAw+BZh=t8Y=QW77FgoAc
zF~T-?OnE$bF5JpM?1wb)AveqVeLF*ZmlftOiw%+9CMc+Z4rbiN78$>N7g=w~VU&CR
zq#rp_IKjoSZh&gXK4bj}?(jeLj{kr#{{5p~&4eb*uS;oQpMmZEFJO{?{~7;n#O3ct
zSs#V*(oQq=hTbh46Lk?D#$Z4ho0#o$LJkH>I5o8L%+^o4^i5uCyU+PtXGnNx*%w|#
z0O#(5<c#rKk`V@R-j6H<wC7Ul?~e}NT)5&u-YBvu63>vbHCQP(D9zx`!VMU-T2bK0
zqs|LnNw+vMxbQjk`I{56x?^i5zPRv`APo|~WQ*)R5yGD!6$gY<XfzD+atIN$y|twT
zqg;0*U63-EhFH(I=DAh_n&sT+fYbW$@na=IIyh|Qt>kF)D*jT%LDnQ~C<$%@0#iSC
z0F0@1t=^R`;0zZo<{*YK`W%3(eOu%C$<QKBhhrrB(+p<Gj7w`_Na<u?SUh3&Xeiwc
z2$H<~{r*p_DTMAOZ*DHM2M`X0V<PWB$q&f`GSSzU{6m?+ji?0Ff)cK_Dq;W;%a-Rb
z;{?d*u8JW*0hql>UEwypn3x!g+(eA8@48`1DGdO(-ea(ZV~MLpRu`{%ee%0~BDh3)
zmx_6S{!|0WfKq`E3W+0}R}TXfzPDz_h$)MUn0CjM0Uz>yOkOid)`JWq?f}<Co^9LW
zPK4|R4a%}^_hG0P2tkDj<e|O27vw7Vf*qgjGA!)GWNlRhzg<q_lSdSm;toCiZ$u$e
zYP;H;2nI%`>Ef!}$pGm>dT5e^(d*LjCzIZUIS3f!HH|H{0XGL36G@mm9FYmrd-CZD
z%HqS1xlPbHl}*w)r_h6|^%vLNL6^O)44X5ChT|O9L=rLnI141PO`~~64AFXhR@c<r
zhTUcS<YI&(azk?+V}xSJz+JbmzE?T%bKJvcgW5q?GKS2&HBXNuF{!ArW#JG_J?IZ7
z9dD4YPb4RBwmJwAyV0hls>4IF-@|Jbg*PF)Uz7u{a>5sp;}r+%e1!f4=_#b6#cXZc
zjw+SDfd^PP6(V{l7oUWrr3Q5L0ejxIt(N(WYa?X39|;$gsWep}^<w5LR;~;e>(7)%
z6>k<8b#6HV!l9{ZIQqw>pK!owRyn42Z%GHbbL~t=(eQ}uHTl3hcNUPouys^~7wTGC
z_1(j>C{4BK{+3brKD!6WjXH?2@P>r1g#9*YBrkOEU>fxnBuhqN`?FkXzW0qvmg%GW
zkv?D_VHUM+Xc_%v-Pz9dLI^dX)JRqde#7-tMkD)u&w#y_K_5qu-6DW~%pLRMMOo*U
z*^~vxNPwIqex+ZxQn1~t3MYNu@8yKCkJn<Oypoorm3!RpGc0<r-@M?5q&9pl$D6-}
zd-AF)F5dqC2Wk`-#$#`96Oed?d14CXHI@Yf3n<3^-SfHOaos=v9%r>YrL@X=0a}c^
zCy7Jua_gqhR1Ft&b`tcl4%yl{ea#3E(@;JSJtCt57c~SOprdgrvLM?O2J1-moj<0l
zq2U81A5S&?k4aowi(h`wk*;l=d?2*}PNs@1J(d1DSQK&fn}UMsG&4;?(fjJ##}L#|
zVQ!O;r|0Pl1{YudG5t#9Fg+xK3_d=-Y#YU?q!06#tRJ*jbje3cGJU96uh?54<fJ7s
zXgf-t>?$ZypG8+?TsaJV41jFEoJjh>oi}d|L3kjK@n`1VG>QQY`B9+K_pR0RQ7asz
zF3@q0OV0ncIw$oz03C!6DtpBxWW}CfmtcHh`IB+b^*BMf_;`7<Y!nfS-|xfY5^LwC
z%B)+rF6*0*ju0|cUSnC;@`~1F%k%llb|D7o@jSv=4n#AdsY#dWJ15hcF*V9A?QB2X
z9l>sq89M#!oBW+ifgUDtaB}w72$KMj(>Rf+v}NwCCdnS6loMC4zQm8fmlM^A$e6D$
zREga{dxs6vTn18yuDl%|r8I<LA3BXBC!Ug?#su$0>;@RI7Lm&^ttWBs6SIDz0>lV5
zXp-BD+-6-)%%jDUA2wv%<qJA)Y-}86>qsv^ZClw!oRM{n{kEF%jMo^i*gfn=F_?+C
zp7RCS9Rl>$-IAM)S}nx!)?aR|>Bef-GNxJ?Cg52Mg^5^o7@e8MlT2Uj)uxFZY9F23
zkb&#mLv)?s1;U92ee2e(u)~k=6tW~*Dd$a)WoRP<vMNECO=O^BiN>$qLbqrQNiF+C
zM$@HxkcfXv6$oaKl0)kS!$n6l)YLL<6q`*CdQB7ymuV1sbIbeTBhI)*MBf6GWo;4B
zrDfQfxU{AXUAg&oU}35y07SPtcP`c!Le~w;m(`cvc;67cl($RElt-=?w^!TSbn(VA
zAB;U!BLJ}pY{VB9vQ?WlZ+17oQu&qE*KNQ$H+gXIqBw-Cg>(ROY*XK6Ef5lz;;^EN
zyGTJ#>ang7_o5o^aOxz>pd}P2S*VsLzC(@>!VvpJW6z%G<K~iLM~*{(2mdh>Qa<4j
z3X&tHj@2%-m6N;sfJ?H!$ke5#cIJ#(K@3mS#f1_IAD#(7Dq04s6u<e%gQKw=73tub
ziG=x^&0l*;IuqB~jxKJ8&erGxrl8vA@`l8VGInejHY%Jy`@~f1GO*t)g?0Wh46#jU
z?*2`vJhX}-{(4}+SR?V+%{H}LQAwa;e*72OQp70-ODO7poO$;*(6Ha{yMO=Bj6w$X
z8Q7y#2;xAC7p+zM971y0A!^w5<2Z_X^RNWGiC?bF6-}n)^Nn%LqVfw0)*!P_MZYyU
z6|fIXjpAV2YYV;7za9=;&HZWCy?giES@rk)1C~T8!fLDlhg^FqKPDkX$^nh`YEHeZ
zBf7w1Gcw@8(7$zA=TXRL2-IU3+`4Sg7XsF1yAF36M3y{qFbNfi`E81Md^4R`|FO&L
zpH?Ix;PUN*PRShcnVi>|GiQV>nlfv)vl^?yiMsb4yfLpleig?XG!k_0i*!D6*2u^V
z3Aj??AG4bQf}Z}<^To;SlN<}3zg*mB4SlT{)I$IZUuZ+WNF+hR6Z($yun63@)7y13
z%j%SrmG>6v1tlULLP#MpvS$0qkcST+Y9z863)p5i_oWZy{C+_2F~fX%#Z##b*+^C0
zPyY!>mWBqv=Nm>O5edSK^T@G5LnC{C?UzSv*J{Agd>K(mMsR};+xPBI!K}%nEFxZ=
ztxXNGDpGTS7)hRJ5>jE-^=zuuIh#F7si~-G7rp<NhC*#(&7G~Pky|!z4m;=%y|`ka
zs5&M+`lyMGt4)17cWuNN1VL7B@<*lu9=mwCAu>ApDEQ%8plWKWs+;Aq+O97i0)1HF
z8!_AY5ooXZoOZA37#@r<)_A?_^n?CjAO*BjkHW`^JP`l+c7;UTGGmtg`}Y&g9y1W$
zXZ6O!ANnt%Y)2cla_}rXsI%}Mm2^yqjFi37ay4oig<iC%B33=l8Y*ymM`hyPef+ZW
z#piHHfkJ}^j(|ayOXGU`zrv;}=G{}ILB(2;xv570R#%}_Aa^yL#|{%%*>Hw|`5+dE
zAygyU;|aA)K>wG~*O+1U{^3SCKf5u~%16+wSGJu5dX=>OJXBHO*lIhou*9+8EZrZ7
ztzQCM*hcosB{?=o9kENHIFN{vn#ZO#%3%oW$s0lLE<3LFOi=;u8hWn;?v19!#`pk$
zCy%O4)$wGAFe4BZb@+h{B+_Vzl;VGe&5EQ?{*df}lyKJw5kHzGyey12>u7Huf-TxF
zUW5SQI?T*xfGpNPd9wll%>5TQ>!i81OupNdzn}Ea*T4F06%QX@#u;^~kHh`VI;6?Z
zhz;If9T{z4&;&v*62A-6G(XVbv3&&fVi606*O$)Ad8aeLpoO}LVOq!#q@Tu6zmzzO
zl&PRJLzqR@j|h$tt~?F;@tZ5?%(Dg7`w)9K<T_*^i3s~gsgkvIDxM%@-XK&GENOtS
znJ&0$(2b<dfNyJIQqzD75-$fVfDn;3Hfh+KYNR1hrpprYGs0KDd%$Z}eiwwfEsnnx
zr+SSfD?u>CqQHfJ?_N#lEY|2=yp{l#kg%EC!|u9x;^kn%`s$LTvAb&L&qpeKOFAP)
zp)C9+cle+h&~==A;6kJ=KM_z0X7}!HzF5HGxBHx1(p-V1N5>{zqh<sXKzz@fpH4Xc
z2eka(N#g%wk7~G&T|`xskX^j)%Zk=>z!&y0Ynt(%(}IKz#aDMMGsxvV_M~lq3oKqp
z{r{S)Uju`UUuc*Iu^mK;!aZz&C*i<^_N@j#OW5Wfi4t>Aqh+g4BA+sy)C2Hu94s;Z
zb%oy5Z{92q+!0*|JN~*$C5=%AH%=GKLPq^Bvhh>TAfqii4JD^B`azMBs;7I52ulLi
z(xfW-1i9XgqlB#ikQ$0w4iNfBaaJ_&)56Y^cJGRcGUWTBl!I#!kUS0!P9&vr0K{=N
zp%|-z^bj;@Eq^Jnz3=3kO8Hyi0;A9;>U9!CS|w-%_|0a<q_C|=H`Hhl+X8arMJ%Zk
zI;g5q0&}M{unU+evNc_#&bysH8wEQ>VuZCW7j-fTvPQN*RxoU!VIz!!uF68IX{(hY
zhT9MYVn(012RaC|4;P$f!D`&wk$3V+la(u(YE*wAeYGSzg(BqsMG^wLkSY9F4cZ<N
zYu!w!b3lQnzrGe{!LqU4T0`&%^qhfXjAE4-du0OMJ^Tu7uz*$AaqJ>w6(2hM%uG#5
z*%#4}?#&-}NB(EX7G0Irih&2H=;0)w14>qg$3UdKaw2&9hEw85A+pd~6?H}ZBf^+q
zUS{e1o82&<V0)0{5p8hBzzNt_qNoP?Zl;mzrKX_~iH+(88LA2mb4sEliap4s%|*UZ
zk_QM&h?U?;Qd0ILNW8fjzKz^RVpx%B;+u4VawC#$sNag`)zbT~<X6ID6NO$g5=sIC
zSP7yz5J4AF8ncRnBObB+)BuB?2xn5eAtxpwp$3gO<H1)&<KkOX_rjf*2-lLN-OM@x
zv*NR$NU$lFS+i9{L}TN|jU=tfoBX9<4h{_><J}D!8XBhP@Y#)e0*lNq^D-EcV9!gK
zvaHz^aLU}(pDz=E;S{YlU*qJ-lVP^`Q+<|%{K|!kFHG|DV<R$L?H8x6(MK}!<-CaS
zkBGV@$BUKOnma(`)Ko+$2%|X{s$<Ib1^N5Ok^f9!6dhqkw`RWS%4l7?FSlp~T=Wpw
zKy8#ublCv6C6veN9s1i{3r<h|3EZL_lr|_d`<KIxxGV?$WZ+)Uipj~*#nRI-IVKdT
zTNODDxEQ3BlF-@r59i_U#|#BdzL4@Fk|9#fpftx@6rf8b4$vw#wuUx4=r?tSox!n?
z^1QmXIuGikA>5{Nt?p%a@;H<XX{Q={won;P(AIQ}A;%nkyFxjW`5KPXr-#G_kS&@e
z2ZFvvn@#rhaWOH|F#r@tD%d;!9A&V^?D2=JJIgl0IUok~70{_U#egcN0%LDH&c}bf
z48X_?AwSClIL^InEifoKOljTRaA@Jh(Z$pvBY5{Y`7nK61iGH6>l|^4R1R+GtV2$s
zr~exWYCeFDBR34GV+CAnL!wr-==B!@LAYUlPEOA2fSow+4om|eMH0i6%a(nyoj{%d
zi1bDIPrwjiTBW%dY{Jd~^5fFg5)kohy`!iHgueVj&E=k(uC6_BoEI+kqDEl26IAyr
zVIuHa`VgyG+iOOOJ2<l2-M0DJc+}O^%@daiZ+NMwyI*o>t(fhFl%T752p5FvT1orr
zepFip7!JewE`3PikY2OTtkNXo2E^^rud1eYwwHlR9cg~g%`Fv0yYq^W<r{)g&Z#er
zf8^_nu-d``Rb_2@%q`e}@=Ku!zu!N0{`|`MxnDKoQ_>z}HL(c^78kdp7#8URr+DL2
zILX9j$O<NzK(Cb4ud`mYHJL|L9hcc5uS}ys7tnc!=?o@GVIN%(hs^E{A@yE);N{pk
z9AH2YGImtMISfiL)oqgCZ!N8RVP&18v1LMQh=|RF3zV>ks4d-83jW2M$w3W<LH3Q9
zCHr+!sU#!kwb!S=|5FM{>0dho_(E#f6J?4gOxI*j_Tmg%g&C3z7S+3pB-L<1r`zPT
z83CRrLM?Wt&2}FDXh4hFfF)Ty{az^N)6R3e8rH$gd9j#rSy>HX6DXQfO*vm;YH}6d
zYA$(MDfXQZ4>Y4l*Zl#57$I*>{TSSVY@1+&qu{Hk6-aZ0!Q{g7IkX63%O@E#<ge+}
z7glN+8j+FQNMs*09k#^t0er0j(ko;)c<NnY;Rn;SZYcawNJ}CY;t0^N?_)=h02bgX
zbGaMtpx-wU;GsFJ3&6s0*&n1Z$J_gx>j$jG9_Dp7mPSNJABvLff}F~A-k)pBo;iRH
zG)9qwek`h91DHzX5EefPrz}GD<)W&U7~CxDuJ#%mG?uTx`^TZM)u5Hi$R)Zijf9mH
zmj@sJ2I1SZk$8|=W3c{e(*fK=bgV<l4#crKpGpOj!@qlXMQg-tc<jGLjl_46KmP|U
g<NsaI^olWmt&k_XwBzYA@)>e6N{15;ox1-20r4jA@&Et;

diff --git a/_images/piline_hotrod_adaptive_1procs.png b/_images/piline_hotrod_adaptive_1procs.png
index 21329af3cc1a8091c45388733c7c2d1f849ce99d..b51cf6cd7ac3341bb26786fdec1d3dae52cf3c0f 100644
GIT binary patch
literal 155550
zcmb5W2{hN?_BH;MMigaE5k-YeO%h*a4izF2nbJT)sgNm|iBwVvnKC9yh6))%8Vn(s
zB@vN%rvH94-23~l_g(AvTI;TRSC`N5e9m*uK6~%;_-Y(bUQV}~jzXa<->0IWMWHOD
zQYf_QOBdr`GFDp!<G*&<DeBoBvOZyV$>f|lWxt7?%^7REGp9}0T{J&;{<QVkts;^l
z;==1r+1c5gml74V`u7VW*5^)&R;Msa<08v!RF0gdP(;>~|IpaS$zG(;P$>Hp_G;VT
z|IvI&k43j}@xbNpYOG8&td|S?a$mQkDeN~j_0Qw5R5uOaFRtHyYTNBoBhO+JHnRn+
zzP4PgrhfO~6qdcg0=Y$n<4bsk`=9SlI}`I`_JxSZrLK4P&tEjS{rP0X`M|I5?rxo2
z$M^du$xU7L1+BuLpQ*xEOIH5=(a~dYV*33*H9cSdpa0qXaKqY7`*-cyC3*fE!+}WZ
zwX`&`;?mNh4<A<a_xE>K$I(xX_AbFscoyfHH36kTJRMar%Jwr8;t{g0fiGW5Q{1w$
zcAlt+c%<1pIXRha)4t$9xRmF~iU?j2kri5rEUBrf-8G5K<SM$lx`ugc{yg=wGp%`R
z^XH~4gQo-5>{@kGV1M=L7fM_cOBorxBO`etsLn}gGE^$};NYPBKpV}>>}-2)um6g*
zQr)rd@n`g5JFMgm90)wnbCaE&-P`=_ZC)`k4U@|kFYdT;<Ho?(H_Q{$(;dSVvdZ}`
zvvw`i-^&mzwPx*F%}4s%L(I>fJu78hv5A%^Jw5%-uJZz4zI>rjR{1V`AGTBZnMLjO
zJ9m7-c3SfZ3DGZGw(O3qEA_UhQDEJpqn6EQwX|*=bLT#N`t-o)sN$(p32E;?eq_eq
z$m#2^UO-D5eD9uLKmbFEUit!Ducf6$>gS&?qG{Xk%rbsZWyyXH^R}Xjii1lXv!6dV
z{aziHa5O7bBjVOA4}P`VZMaL>`}ePJ@T;Ynm9D67Xy}QZ71T+3U{d5YFfyW0<h9(k
zyOMWi`e**?Pg!T1rFgqdtgV9-{n?_h3~~-iN{bIaK6cG@ZgL4F&2iLXn^lAMwnC-f
z@u98B(fswHZmK~+^NUL~lyBd@>1Cd|D_2QNS+izMTUVENl1}mh%8i>h(=9)VJZkL!
z^q6O?uW^a1tE=#lCktbguF3V*Ju)#jkFyPrii(okLreMgAv~FBghENw_S<#-+k<^K
z1t@giI6ptXkX&N5>i4pTuq%ZQ+P1x-X}4|7bJmPMur_3RUz}FJ+TCn#Z*Re^sZJan
zCD*PdCMK3x^_rzr7hGN9>8sh8ar)}TzJ|o6isIshH#Z(E>56n+L6N*XCj9U~xSwi>
z;P;mY|Gbs-U3D)+uC(LG(t{Dw1u@D&OsiJ8H#Heh+(JXy>rxGqHJjto?|46Vzk0PD
zZ#gkxuM($KlcYo6{QQFa)y2z4sv|TPQ6(fKY<laqv^)HooAqzXKbmz`@5RL})gM0w
z-@hNQ`%?b{o#ew){SO<4hKFsxSM#?!*xtOo!?KQ{Hd(jSpI!8NXsEYZsEElcH=3z_
zf#2_*+g|8NulL+;v&7b|7mi&zE&NS$RYinM(bJO^9$ld#hJ_!(cUL_&l2wnSu4Q9m
zld`Hv@Os{q?`m|%pr*W>E+QgAvESOn<VwjkF8YdA1M#?wT>HTV2-?D7wk`TBmjgmW
zLkF@`a=Cx+D>Fo2Qs@Kac2jQ8y^OvJ3q(al892l!;Zhge<Kp-!OZ^?1UOF7=a%SrI
z`qiVo$lDCzRG;rE8^|LYXyiJ}x?VZZ!`FA&f&~lGENTVAvn;hac`71h*||R@9#Vc}
zA~f3jsq`Ax&Rc<^^k1iOjfE#qc9{m9u6#ffxMo+ho%HXw=8TAmiAfvqjE~=#YLp-7
zJUw>W!05E-H_co4v_e+NnlXz7_TTex9PMcjv(77cb91Bk@iHcpKvhGrq*uxc3LXRX
zwY55r%#ySd`J`7cGJbN1%!umi4VI1Yng3ykH+*riKKF7~^`#tdMji`;_@vj;E%!e?
zu@Mhi#w@T-LPAULo!OUSU)52o-+3lk$@z1ZHP8L~_iI}6k)9@y8wR_p*5BWKDewy8
ze*TRc>4Vm;U0W-qG$$*_&#&0!T<w+lc;nWs%%4Ahmg1BR2@4ZisP&_-&&1SJJ0@ZN
zDH7I{y?x7^r|e*F|LR@JNZzW@4VxZ_7>a%~F)^Xx;^MkC#TTri>ZJbh;eK+fm-d5l
zF*{y!=(Me0zh2(nKr%H^a%lPuj}hCcX-B%=O2xMIe0&SA5k5Zu^EKt`pI;EN_>^kc
z&|JysEc{K}qGnUT>g}qcvpTPvn$}P}bgb-NC!BqI^5jYSpxSFcSR?EyW##47zgNrQ
z>5AV$As8uGXv)pY%S)jkS%%k<Z#r~$d5_X{x>iZIsUxgj(S5!6ZL9jmM*5(it@)2X
z?zGU?zjr;Fb=9h9+ay*^hoW&R=hnPmZ|)4v9yEWg%;W5VJ(eUqJ>Kf-KWl2J<z@e~
zw4@~Z^v8!3mi!{^g`LjgL0IK><b8@;rd4B4#@QG;C+xZQ^yi<s{=IceiagiQc}KmY
zM=eKrN57>bsTOu1*9`>8axTvspTAv6z)x2}`r{IuB8Ja5=+Aw5O>fuNpc8MkdMekb
z>KngsufKzbmzOCr3x~w<r9Gb>Ki0T7Ib@!q|BTMT!6CsYpZeVHd-TW5Yk~v3JXLBc
zDjL0au>afB!^6WrOvf&_G71U_3HcyF{p!2_K}_n*jMLgtkNNMr&35?P{tW^Gez#k5
z&X+zoFWW7D;>1IxVaeOixW0InPnmK{++|P>TvHIdUfI~vlK#@AOLy+w;}aBAwSQcj
zcxVZ7L9K&EdBOr7Zf@?vj_&SL&jNjYeOGdSO3;-59bn3H_VeE;T5jXP2;nC)$Oemh
zeCJNB&PFl~2)rE4W$rA_xO3;u03KQHy?giC&&}-OTfaUyBxKRiqenB&Hm^nkyPB1i
zb?od1E}gcR6YuX8c3i*CRCfG{X{n5i^OSbyp!pRi*DoC%D|vW~e%w$&e$;e$DdOqj
zu_;!4ez$5)p6jVe<a=w~nrC$<@OlGzvCPa&4jIRcV~tE^+E;=e?hh+Oya6VZy?a;O
zQ5wX0BHj5AYOTAwyGPfSqnX<jcGe!wb-a+BoxN_y4z@i7-UpH7{H4G3H@_$}bI#?)
zZU|K5C$B0PUtL{oGx+5--?(pJppu<kM#K4iw-k|G72;GwR9|pO9jam*u8i~B9;PN9
ztCd*zyqJcDMzP;@ZpI-tKAv{doz|kaZ`B^p3T^gPa0l2}R^fkHhLKyEN#LcpxVWa|
z?fGxFbkhX)$Ty4YNw>z^MGhZ6d|fq;e{OTKV1p_5^W)lA7%2!Ap8?5r>nNyWg5z)T
zUI<f<F4O`o%U$c_xuosW#0K9Y-Fe3OwA?~w$7?RFcya0Hv8d><`LYws_4@r!&4iar
zsDk(WGVgeca2mG7n3V>eYI(WK%{?OmUvS-q4GJcav9TN8MauGs8s#n27+Ab|*SXm8
zsp#nF${1zF_R>nTW~~0zW4VsYD)J}4am7)OA3tt9In<eb=_j|FyR88d!q($EeaTxT
z+~0K8B}lH*IU)$Pt%~Qa`r(FVq4eK3uU*6A`R#p}_vS+n+wj;vetw0;zRc~Nor@5c
zh~h5<SG;?-kb)RBEpT6y_Uu{hzD8yNb&UprUngGJeZNue>@qibvPvp`f0$SN!AL$~
zVTLzv-rS)&ORe5{HsIcNOTH~zmS4GYg-(t6{T*@I+9aKiLm~4BQ&W+7?b=6TqQ;u#
zmrF|1Oo|lVIypIsUHqX}bU|s!??u0Lg%Q~&<;c^;txm(sBV;an0X{BVyqJ#ww|tcI
zf={2=A05rAJJMKCP@s4_J~sB2{p@i>PKrU!DgXuMWAYjr*9(hN_7vQClz1pU+9=<J
zzjxbw40Cz{?<n^<^T;@QynCmvcjU<Tbmb`&S#C)wsU+c>DjOE}UmN@PAP?4EJBf9b
zbe`Jw2lQ^(u;Eo*9UB3?O*vZ^GjLFrEb*@HPtq6EO$|VO@0gh!mb}oz0$}R*>9LW#
zU`SzYE$iCd7mM9!Xv;@a-u?~=qn-~xX(&hw*sFB(Dz`SCIB~*4bXuRAMdX|9XpatM
z(RqC~)`?9>THRW&Cynada&mUP%*}1@>w9Fo7N8V3JfLAZ^myxy8!8*R8=eV0zu1?Q
zwPQY}6HLo1Ds(R+0<x@IMY660`JF1e&P#VC=u)dQ`!mZ=hZ`Qh6#f<^q_i_<^Y1#m
znVyl6AQSD|tf?C&9}ZC~loexoUrP(p#eA6f-9SVy!0WJYx!e_gDb4klOI%;)t^v(#
zcYncEzQyY}nXrUP1_t*FcTDo1;E{DnIXCFv`8G7>TxYppukicV(&d7Ssq+u#vvlX#
zCXJk2m)WWAsu=H6ZR=%a^9>Fx)@M6>VHrKW(7ErQ@nJ&fkNYe-<5q3>E+)ma?P|F+
zKJVAAuF#7+eHa3NI!l~z`gK#hV>(jRU#~>DG1E$MW1hOYx`MrZ_JP}S+ea?vM?dP}
zdmO#xThx}n_YE*Ob}Zsli849@4~O;IIp@0q4=mvEI*j{%2101*se5h8&AMpg&iVAi
zCvgs$N&eiqC*@DD;R_22XaL={jvR~Vnq1fM>Q9#x9L&u1&D7M?{q~ll3*5SGLIDN8
zKQdBy{$Ia9@3ie~6UUAnJ1A~IVhK%MBi}!kefUtP`^hJx<UiL5YmKpL%q;9cW>0R~
zxN8?@*N5<rYWX9HHoK1M$V%Kz$#|hGRs3fE{08?4&^voJwcCbu@|7~mK5+fxb0XLC
zf6Z~_ULLPI$}<`zEPPVUtKjeDSJKnb$tfv$l|R{G)vz>Zi?DEIzN;%*AECZW18sX#
z&{i01p*<QL`jlUBO^@7sj2<s8_R6^fIJ3oUxBY-|$h4QYcL(yc)Xy*~tH{aZp3<6{
zjQNN9cNgZc`kJ?I>2Ke@P1iUz{!?@{%LKZQ3oSeO42|2a&VT+gA768)GRE_pzjk-~
zq#C|RYWmeya8;_0JvdctVDIl6$3A)T#HQ=R+7R<0=CE=uB;fMCoz^YI2vEB^T+8I|
zwN#pOFSDcC2)->|z=Mpu>e0`E_9Ch8?7<@9|1O5N0G`-pQKMph1n{;p<Mg2r^Ul-%
zof_A#{c<jI{@w~os%K0;9)6@>@J@ZE_X{4)_Sc+qT;H#mVMZ-2E#s3X<DXJ{-u}<b
z<u&4Wh4D9pT7RLxX;(<&Yp)!Z)zbE22#bdqGP`$k0eqH}1+TwQE$iIy^duwNOP$;M
zHmsr@_Zsn)H~hUZ0yI=qmZI^{x%~_!w#*D+O^=EmVlJecs^H?1S2z1{=hm%Tt9a7+
zFDE)-SNvYkrQy;JS{W(2kB=#GTbi2kJ%6rdY`hM@Jfnx}zt+J6ON7$o;qR}OUg|pa
zJwDnTxMK_Z5uW2~IR5N$^fh-G@Tx)OPpHmQ2|CJ8PrMf+-`<>E^cYLHtVdbpe|{C)
zc#o-Rbh*R@S{{nnrGA5|Cvj?_w=<3^IR1;f;FZ`O=H{Lxs0|OkxY$?u;*xdMj^f*I
z`6V{|+n51*Z84UgQq!J15!5tPG<SBI9sPvPR;MB2=FO|ixpq9b&|7z^Dtgi3RD;BG
zvd-o2-?PpJzd63RkN$h;k<*vlelH)xMt=T9=#;dM9KK;9;`#hSuNSI*V#;u&>s-Md
zakGI^9@nL6#RB~NCiQ71lD1zw(ptlJUt(fq^+etd&34|8Td8NfD=l4u;=EnYNG1Q@
z%kur2n|^%iq9VYfnn9!jUqMsOd2ySzJt3Va^j=8KND*EG12!*b#~PQ?(P=eUqiRfy
zHKHRk(fmR^Wr|#4V`ry*L?Bp&p?Zk~!-@;M^8q8lXIf-nU}#vCa%AhZo*%9GvJDxh
z*Xz$=+Z465aHE4d%sE1FLq-I4wW!Gxc=zs|f-BwALkXt;*->ST;=!M=u-CS(-LPsI
z9%b?6%a^O1Nk4k`?vdj%_m5s3x$-YU0jcQG0IQha6&Su;X4#Oj8L<Lbnryq4!Rb2n
z-!9y+VvXcF{fAa<v=pg}KYW1W3mY2rV>*V1hBEqTtHS;*&MNRM$>n|f?`_+QQh%XZ
z2_L~`VxWDMs6V|}$JLRm|8C91!s5ZT^K63f<)69Zb`6JvxMggHzV1VRovctQj$gg<
z_VaHpfRiTu3?pS=aInhZGCq=$jg44@w1ay>!X^~pb>iYH(E;3%x{y?Ec4u(!)Zc8Y
zxhOO&%)iz3m!bI)q)*MPvxd1D*b@s59z1C8=t$Ry#G*jU^KN3D^WW7=aNmt;4OA8P
zM4jg|w<0bbX<KlelP4!9hr}THV#XF07HN6cUH;}2?E*B5hMgBdWiV1FUOjN$Ecn2<
zEFcKPi|_5pi3#H$_34Xy>A$nn^88LJta{ie-4dBU^QJ|>pD;A=_$u(}pTM8UTpoK>
zRi$ZuMAJET$otPiMbn)@yr4nTI&z}hL}brije_E01@nvEyj!XG{>CRt9v7Fm{aq>@
z4YV)yFCCtiKe4Dyib5V(+^<QK?m*2>qW@0&?-6PO*Y0NG;7E9K=G`6fxE)vG^<Eg%
zdj5-xXu3@RZRqTuopLzMaDH=f0ONmls30LU+ELF1-?lh(t;JHV&Q|_a^gn*(PN=BS
zmlr?t4jnmh_N<8hiA`8#`M*gj!Ts*mlPeIAI=7w2KA%Lhm3QTGtPdy8aTS9X-aZLy
zu!Z+%XfR<<TnB|RGGeEvr$=xWkj}usz#ioGwzf8n21C^5Xsuh3kwL6NhugART@D@T
z2R|`6+{KlxTaHlhDn>EV<h(HWMR5k3h?Jkfo?4-2fr*D7t=4~L;fYl+#R4Q8%Y7bk
zc^^KHxu?275lV8p%dBISGb;2#Wo2dBG1cuSoUZedFRonzCWIN8u<-NKlWI;s-iC?}
z4t1)nk+NGV<2W)OM+pnweE3iT;G1UMN-ci<ntZOZ`}lx_>O)JV7-U_a#!H=>Fq6NK
zrSf-S5*Q}&h=i^LNPpBLzJ0qVNSZ)LMe<YyAh80GuTMG6Ad?xR+81%3J|NtI%~ZXF
zWX^IQe2<Ra$N7gzh_-$Iz6?PwxocNJO$`e+htIWZ;2bx}$;-34^Mf5iU*pvy1+@45
z^X&BaGdjl<!xwCXbo>!~u~>pCS@Sy-q9xkCy!OAd`%-H4MI@1T_jfU)jU!B_LQn;I
zAK-5EWQuEcUt~a1u044PaHQ-N>SbJ&El9%pJm=j?*H*`MaG#DBKJN7O+c&=xpH(-k
zs-kL57QI@+nQL%_`xw9Z?Tb5AmNczRF+QPB)%_l^(>kJhZ6Ippm&f^Ya_{eL_m^n_
zr-foI7k?mppfl8{Cz-TT+H}WW+Ft>dzBM6<u6AbhlTml`i!5%(xbP>}2gT3Si&aVR
z@bG{ytTT4zokj2kv?Rx>+fDYXpT2a}uI;5YqrK!2U`SPADXG;Yr5El1C9+1=WsQi4
zNL-B&X*-3`{^)+0%wN6jlpDySC`7(vPsqh`xsp=!A_}_M!RQfsmwe|TJ1g!708tsh
zcKwdCO_Gac5XMXQ?c1mLp)dXPM}a$c?!2n5UIjRW(&ql+#cut~Gl01Cv||~^aXs(5
zcRAm^n+U1r7;wGolW;5U;X^?}c`0okA-qEQJs#JYm76zj7JR$oOufd5+wofx@tS)}
ziV|pf{ufMqZbo=;@D=8b2iksoeriAXWf2H(Y$6IHBct8VmbK1PBbx{P7?5a+(#=Y3
zrpK&`OG@~_V;wkfKrTGjanv1b$FXCKD^I7QjH)(%h?EVgpiZZ-I37wD*3Vc9Ft(Ud
zlX8R^B`&U!m$thl_l1~UIjU!4mbGZ8RkxZ$|L&EXkw1Q%L8u)zzx(v*R_avu`l5>}
z-gx;XoQyHcojkm~!EZAjjHK$+bMx>7fp3wvAE3<5%@NMrd&OG2hOw(l7}M;&YrS+F
zRW-S6V6X-ZJo4C5P|fecceA5Hie%;$G8VhJQR3_-!JQ~5E2H>w)jzXj&x3BT?R2$5
z{9|vQjE^X>+d#sO_ct?V_I-Z3#PGSD$pAo9na?AmeD2`jV8OT4=^tD5j)vyvyr)As
zVn}onaeWY1U$2LKaA>Kc%7#_;4i1F2B~pd(mMt`tKcxTJmY0c7Gp~X)?(G#?D1#(j
znQ3*D5UN%U87rw2P%&hmS5{W?^}c=crXbYF#TOuB+1{Y?5TTgM<NX|xHtRt8Z#?es
z(rI!PNjBJa7secYR4xk$2-H6@_t(1psV4DIRpOzIXPUBC0`$v+{$yIWW#&zJxnSHe
z=9MdhsfM|ZtZ2jzA2|Wcbx?M;=9NtKmh@Lkwo+Ai0wg-fQrp_vQYcVZgbkmwU<b37
z-@I`n?f9EjP0ugTqvYv5Ilk=Tk9rzxuSX5<p)R;DqQ4#yv4R5SL1boTrtRA|fgj9(
zOb)}}cqJt{kZJU?ZFqq>1f~iGz?G5?fkKxjy+1;lQ{H=pPQ5HDYVzSng|GeDfku4s
zckLhpyV62`b@dy24(G{$%88}zU(q=()0}RmOyr6?lD2&PO*!k&<U37Dh#2JwJ2oLi
zE5Uxt+XZ81Fl>O}13sGB@J$?_y1U4Z8c$B1SVkrGiR^QoeoULhcJ3^FV*d74$*0|t
zlCSX6ATRbDKfd9QT%mqnQZqS|k%uZAn*`F<<h38G&Bcp{>r3CiUoLbw<rQHqZ{1=+
z!f8W?%CYU#buH(|M)@Tuj{MS*VkYk8&k}@ml05K6W<YC1c0x?1f$<68meEiCbV&2g
z-Fvs*@@pi1Io+7K<!o!-HQBid+Tm~Si-x-@{AC_Of|>fsfn3a~?&3l%30&(B=or!o
z6)Z0=Z*hM}KZ(6J-CobvNZRbNZ_2VZ3b{$QU=hzIgbZs057kMpw>!qE5i4+r&XMID
zo_(ot8PCR_$lPUb-q27$Wqg?(Z)LY?L@mHxV2=2OR5_!;D~NvfT$=e?HbMxRl>}%C
zb+`BQBwZILs!wMlLQWiLAC*nTF7nshcz(i>rw?f^#}U9JFOd`w1i1=vqGsQc@A`{x
z{Ab-GE=VT+sMZ@cZX}KCsoJCvB`bV2t#*HP+r;mvFB8b#6bd+H`^h1G;Jk-v6-C~R
zo~5J}$;ojDzToKKP=I8A_wHSvprBIJrmB|?!#DC+_^Q*<_ZXvA+mHP?;v4wUJX0A6
zfvo18I~>PPoFKdk3frmHyxeZjef!FeOBiI^(0~&12@Ldl^k|EI#;Ge=Esn`$Q$>Y^
zHjrV!s}rRSU|;!XOYVgmEnxtQ=es`eZrjEJp#(AD6(4^x-C4^!@54#7P~=v~Cs@sB
z)U@upM_~sxW^GmA>YSWmTKQdGRh5p=Xh=YQE39eg4#x;q2<4QSA+z0pMAYA!FM3=B
z{8GWkk59{HNynXSYu1!)OS`9FQOLt9jFWEu-rh^V8X0_@L-he5kwSH&p=3KxXKJ;r
z=jGjN|D&fz{|t}%{{8J=zPO{ZL>+`s8<L8I_~j}im5CZg_qnmrtk`E|cVm|5y=|u#
zfWU(c=yz<xDU!&0KRqt>TF#~L@pQ6wqC4l-6UI{`-_z34Ha(&0sFi-}>M}#A)q8s4
zTKSRhy`UCB2AUza(KVv`ymsX2iFPzjno=bY)lfu=k*G}2{r10Q#Yzhw&1B%(ab}OY
zdVp3A3LBfSo*Tp&dA{HT!^f!=@h=gnCM5x!_9NZFT6c4EWss1G_!?r*X(ykl*;2u{
zGB|GoKY!GvpDl%#R)}K}OI&|V8_|xc{vs&uxVF6E*R3KTJY(wEeIO1bOXtOY6&?E8
zTl3IrGR{)%ob9nq!on%VrA)#726;}Lh$&q<NA<fBi`v`UkuK@IR;;BXfJjoZdt3Kl
zTLCR0VX(cTjpS(72?#7EeAV<=pU&cCem6owJg?9$F|A8E60J4}!rQp=!QKh%7*8t{
zA`)Na50+@yY&->SvHR2GNU<Xs&jDqt;t%o&>!s}(8AWNLJM>V!0O&V)#C5$=WY_tY
zmku0a#%|@JqZ9&YLApgF8zM3fCm)c{`n>?u*}+nt*NbIR9z7Za+AAz6DcO@-ElY4G
zr%s8o$wS%)$GjG5*o-G?XtG<zRgwBKASo!AR6hlk!_>^ov#Vj@IUkkXXxaf4(yPy9
zK#DH;`sU_n!x;4GDzt>)bLkqBbRP#oPm2Mx01Sk3UP^>h))OSak*+(iz7|Gy&O>iD
zN?!cIL3x0BL?Q}pY4G*yZlq3Kxdska9VwmkVhRcim4djh0knd~H}0;CI)xq*)o^g2
zU48~VZ())F5iE%=?KFArnbCB7q>JCylOHIQdpoTB##=5kZnvn}qouWqKnm!HOA7)K
z(uF_{Aoqoz4d+0NMtRaUIf_yZ!gD$3U{cgU?PQ}M^ta^t!&?wK;jY<gb!&WBULn>R
zFj4SH6Ql=FV7oy=pLxK|xp*tJ?0SIU05n-)>5FK-dpS04+}Libs_Iu_1+L)x%RcOm
zFIX-LomczUuU}bqRg~iWu9KcQT;Vte<b*=HL!JoZnDGb7=gvvs*9DxGZ5J260_VYr
z5BC$dWf)gQE28(>3Z<D2+A?S!({JzY;$P0E_W|6PK?S!tcdigS$rtER@D_XBR`YTe
z%A(J_NIb8>ms}4EqX%Y9G0H!7ded7VHM|-l!9bL>i+%d<B4oHi1a$;6529KSaE<;R
zVB7Qi$9SRRZwa{$hPMQ9Cv?2Hui+UzX)vi1ZL}d5dWM~-E;Ags3u{DUeZ4W3(tf%x
zi*+mvjTmuBbaY%j6n`M(R3L-%pLpagYhCAj2&@xng)*#LTij$M80Mp~*60^fe|vgd
zT%3Ms+0TuxPDf6?Ks*;NGLVy7FxKBJq#ued3dor?Gi00MeIGmJT8sU-eC_2Iz==vK
zDn0{FsDBevy^nQ1#IFlh5yL8^9Lv?OANzPvcJmrh0a;ldP~eh|BMDlSF_oZdQpBpB
z=I6@-k`H{?{nHqGRj}))jje4#h3qe3>5B65!aV0`zdpu+eELMVA&l{v1ihDLo~l}a
z??!ji#AUKGG@9LHN;>lVw|AOlOB>S7ysJZ}<d7-YKd9{!;TUaJa*&l(Q1DvEHbEZD
zwzE8h4rB|-Kjsj#09@PC@7{HMBQnIvV*M~S)MG}{*6^7jY$2YaEV935w$9BAAB<!4
zN3#b&tdcFSuT8?ndXBna)5St_D`>?X2>n$NXrze7{F-}wvMZA8LI9*~NjC>+C@9WC
zW2XCEKHEHK8@8RD8dc=}7$v`C8}PopOJ_Ojvng7Zci|(ox<;%y2T|__QBCO}v%3bO
zRtxpTR}6EmU3(2df7G68{EEWBDG^)dsEo~dw)r`0V_sClrk`EjK4naV_vqTzgV^%?
zphZfQ*6Z2*T6^bK9MXKN@a86?UP4%6l%Erme5lpIupRsL`uIgf8Nt+`wyY=U5T9x_
zGA5xgZQBbMQTAZNd6?zA<k9@Dc_H{v^&5G$p2{eBI{7BDE$VDhW~o$a;cy}E#n+lA
zb8-<GLef8*U+hFGI`+esfMRa{{T7Mk*|r^ihErS=fdlswY|<UTMaMahI8Z?hB@JZB
zHS=ola|*`&+)+L~$;&6PF#SzFO~UASn)Kf)`!zKE(9XuaF0xj)3qI;LLXFhRcacGx
zwfT&{zkd-(2M|#v27txD7h+qt79p?#pbu|algtR{sz1xbNvm^3d6LD|S<-dxrQ9^!
zF1pitlkct}2eMATut49<Qls&@x!Evd?S-J5k=ve14#`{kX(0%RU&h|0uVMTA6F)wd
zD=57~TzoH}MQxI9^QV(Of1cVS`rCLy_Z7z9dA$v^-ZA_8*RMaQ6NhK1&`hV}eJy|f
z0{_%T<fvl8A(+0V8|iCg2bXqLThJ433~6cUf&LdizaW?jkpx)}y8^{mwS}-eMrTIk
zxe4zw4$|kGZiE6WhSgnlP<jTm2l;H+e<J7d(UZ{!acw*G;P5wj-pSeo6cBJ;I$!6|
z?OD|R`sPP8C5utzx$K%6?Pr1DBDPcoOrVIcb0?PzR&`C@vVM%1vN+kj3p$x|RLb9P
z;sItjp{c*E?LqCOprHqUn*KSl;aF4gBppLMx<_eMRh7ls^^uOpVw9FYY7luTANM%3
z@tLJJOgpSOK{KzTXE+@ABvKHaW=K=2jjj{zOF*H~BEu-cxKx>-xgNyEUcnHwQM71?
zeF6fC;qw_lRVVF&{low-#TY1FF>`Wi)UtiBuQ5yKK!0NDmj&5SbXV6Vzp;hq%%V>>
zQHww1riEWH<BF5VkFOIFQZuQKqE^JuoS%$)Uki}M=g4bS_Al517|oVe`<Xj&NVJLl
z<rd;{$`WQI;5`9!@+<|cz5eESbiR!z@u3Y(+_=GLQ1<DxPbR(j$&*6r37aBI9;xA%
z`16?fC3es*Sy6nQS6=(W+Ce<#%tS}f1OR}V_DNfLwXdPIb%z}cSd(IlSX<vI?c2X!
zXQ@;7uv0l>Uu9;i>BxU_l}|{%$x%&+C>-Y!-lC?ob$2H`Q4e#I36W7^ogk(7-TU{!
zAkM)VOS{Zumt}MzlPz4dXjw&PSJkG?lV)&_4B!DIcklM^=V51$AJ|(Ttw?{ZQN#{*
z2wwgsc>2Jx)I2|+bLPw$dy{>!Uf@AYY7#UBLo;g?(98J=hw`i-QizV5*2jRrYVB(N
zH?8+|zr2sKN4gz~jA|G=8j#ocC-*>icsC)&0OjJDZd2^g`-HjBIIYd#;`kYMEnB*D
zlf-~6B>Q%eo8jSWU%q^~?d%KKeb9Lbz&QvTm&=SK&^Q0{{F!Rs3q3U}51*~Ng<1o*
znP(UJ3x3r}0lwy&s&Nyb!blHB{AY-wj|to$IvBX6^+o~}dBO6uZ%u&SA$jhrk5XTV
zF6<T1;0{ke72UDpFf2CKH>8~-4o?1hdn0vhee2KaGchkCdHDF`nYeli0~q<5C6eCk
zr!j_#TG#=i0bG1ilPDlIiY0Rd<LYe*^(Nx{ryE;ajZB8L9I&tJpPmdV@7Oll`fH9I
z1PO&sgrgKV;zGDWEZ5KcUsM8OkYY&h$+6vn1@Eo#%tELB^JhZep%Fw!aH=kabMf-k
z3yqA7exS4yHPYT*l2Acsc3)e)eHHgx#>-pTB<`x;VN_f@bY&CJZrnNY5@XPiYPt1q
zA;*l(uuh%*^D4$A-Vz4{Ri}*Yt^|PvrQ15%_4TXqhx@yhE?cHqzj5>CW#~>z!EVy9
zq%7Wg?yE}3sG_1`6sk#K(2VeyH3%`Lq{ENsC@KdIlmMuN2uNLncR<(3+4Jky<CH~J
zEdbGeb+CV?FxA)}QdegHnd(72n0pHJo)N^7Vk56$E)SOz;X)8%ZTN_!Eks`)j8+VN
zWN~qE8xSd>ZPSqk131JNfTYlQF^52>3qsvXwe{NPz{bS%pw0z^4PBRVZE+Qexwkpr
zIy>7zkXWqU7`a8S;V&>ea^y&~KR1Vb+f~9fD{Zfdt3-QA(8o)c+0~kwnuKe>>bLdx
z2cnJ>76g@oLdO?O&n8^?Mj{!YMDL}&IQ7@edH5~b@EY*DY(w-e0xHGht`ieu0&ha0
zD^V6b_A<Ln{bovv@Q>yf?D)E#VPRZ7waMP_Ebt;&;Oi)cisHe_2owhcjwcGysabuW
zgc(jqh3Eo2Uv#v(OmDf^-*lurS0V*mD*=<Q1G{Fw$49b=ywo;t`9AD4_Oq2hrNY*$
zkuFoqfSg6fvTvySB>&0C)mdd_Dpe9@93*fhHpIN0pwQiZa`fqm<#?1O57s4daBvVY
z=Sy{*np|a!R-Ed@w=ioz!_83}$g_qB=@vFOuiaD7Pz8>u2#zJ2*{KWde5ueD^m5Me
z!)5m9Vlx(wSa?_PPy>MS+TjnxrLZXEH{gkQ@br_MLZ=!4mAJ#u@%BmRyewWLiOB<7
zpGZ3neO(42@5oo`JnI*ag%}tcJKS(Evg_mf_xs!ZXK*zbSEKlPKZC+Ue8yaS@i&N_
zg)F+)Zl(Izy@expPr=X=f>8))PBq-Eov5`46f|Tu1;8rt)72Yb9X1pdibQ2xm_IW_
zkJ`8xHb>;WB6JELK71G$8Y;{<{gKdC?7IdnqR<DKkqt?8k|f<USTa3*eTZJGVar1M
z&-JY$G6)}~XPcY6Lgz>LHLD)%rEQ;_80;VcjbPvlQrow$0I^CeI}p_mROHqK71F1`
zYw*RJ$AxJ@(GWI1y|uNqXNW8oVY8#{!;0Y?u$!K~ddk;UdlIu;(>M@rF@O=vv3RM!
ziGOOtj`T$I(La9tU})kh`i*~9T-bd4?AaB#T*#%Nn$B<E9#*a008#2vi^GziFNXt5
ztY{ZKjzaPlERAGdnfnGFh9xW3>;br90&0YTjTmN#K^n4V)x-T<Xy;y`+XsQYbouhv
zXoYOxL^*D5PUChs@^0Llq9R%d9<NB|r3^#CTY?0;0T>qxA!*mm1Zv5{Oeuil3N*1j
z83&Mw@I#0Ku$c=eu@4`bw!OLnLTw3_*&A%adT{W>6bBlOh627>4n8q-gpccXRbArh
zoFyE~O}!Ftafb6W#lJN>u^xy!!7w)_tR!yHD0%NMxE2A^U|V>mVK^AGx6;iP-2ZF#
zr|aO%<oWx%&M!tS5IR@*9vyE7^dg~5JXi&AAs;A2;uXpa-*sNe{8cV^$@+A&C0>j?
z$IgU#{Yn4M;@?;eDT55sz;0Br)|)<MOX1;c!^6W<x)Xfu5?=+auXA9OO7X`lnV8(b
zvT!7XK0j$?bqxr`^vw-^v@DuALEuQB5cmKBydq+c<ER4_J+dFV-vk3K_Dw3j5j(6_
zryAstpnEoD+5H=YR4+-75_vaaT(abQ1o85hU%l_Ex`~&U2J$I4WgQk!CrNvAC-+Lt
zeI%XXigKViAvnQ&x&U1VF)o8zQ36;|d*Lq?3RLi4eAl^i?(p3b)8nW#)09*spq3nH
zFW6atDSTFMw;)77T4rWlQoh&O7->=u4d)5XrtGK;XEeTGeoZ!yl%<hehBXkf;t?~Z
z5PNUdMKe=Vk3AD}v(xQ>Cs~;ZKiV|d`S{$S0idL5H#CcFI)DEBNKdVr=!M>1r%a1l
zx<~rYsvUCw-Du_839;Mc<=4r7A%9AKXv;r*AV$D)2{X=~!d+<Z|7p+<=9AtDC+N*~
zL4WmT+ErZN7H}N=o%{dJIB;IC*UB6l8%x7Hf{nE*xbd><l7D<q!8DxH#SbZ4sY?l|
zyMkNV2l76Nls^?2hCOfqi($$LfA)7!BAA9?u|wo0C06KhQTZ9+`)+S*bCbHzvkr(A
zd0zqgbwj4r+dobjO$UB9ydGlfgcHY8q?E$eRvt`1kO2cQ%CzufKWO_UyJ^!>-~cJB
zoBv)2OM$;ghGW*GG;l4*9KBq}?Sxg;IBQ|yhwt$HrQw0Is$g>!6prs9k>j1-@Zyr_
z(9qBTm>Ho(G9$j6e?;lUH$caO-wZMLn&H!HfCw0{Wq|kQ8zwe3FBJWD@Ohx`R?5lA
z5srdFk|iR3d(!TW8<(8?aK8Yha3y{fk_~|^s2R{x_F{?x8q<R!-9s73F9t8|S5gM*
zj#~3dORvFR-wQ<&HZ6^(C-y^eT{7BJ`_ZBC--l6w{RJzhbGtUxu<=#yW*Ji~>9(5A
z|6z;=1cD4PF!KG7XCH7D;fzrN+kXCJ1WvN+uH4(zmkbNR6|^ywJy`V})-3_|@2`nM
zJCr={<!<-pF`bzhl(Gu@>$_q23Sn0;D-5)<4*86GEG&{Rxbb`7;~~??b(Ia|<>B9}
zg!+P#uz<2^)haR9IVT9iu*hrhQ>n-7UqbN9e(}N#FGVmbND=>EGhMP2H^Tkn-K$PF
zBADmnSb`~izJUNRG-+$O#eKqQCMYImy|j!>Rho%B)OC{9>a(mPOGeSRkO3J=TThQ4
z*rI6kU~&$i&Tb1IafjE8cjr!awcEl4z;ndGF>1M46)vyBVe9-^HVBuCC@6LvF+o&0
zuvf5ixS=zOfg3WK=E;q}(tOz-0Q9LlpB@OKs8phk{%FbNLM+lXLTE^^4gdemfN&B{
zHZADtRa$%oF_XfD3Q9_RaI3-FLu{lWJ&j<gTxLgguT4FH7>>RTeFyDj6d_i3?jfYt
zK;*!6cqI_^rz#&@fn4y<0L9>OC1}CB2@1^jx7@iKq-@&U2C_j$tL_bw!w&qXewbIj
zDJ)z7N8RdKNOGRfQ4~E&w_Da}e-_2o1m{jeA%>3rw<2u73iCgIE?t@XzmYHssTg1>
zOwf$6tCmHL!#!X<q#q7QFvWlc+N$t8c92BBHyH&A63o^)$Vv3bKJw#)_)ob3)6=4Z
z2P^o-v(nP`0FHQe!4K=$7pX1C`fatt<WO9>v(}+Qpe7k8C=gXg{<91A=;__*X21OB
zYG1Efpy|=HG_6EPBugJNavb}yj4}ZQE%^5BhuSV+Hz;n`t}S1^<4nTSi=2N0jFN65
zvdUM%PQ=Sk^@rN7t<-JoD_8PLAHLLo9j^JMK}AJH7h2+X<_>?@onVk7L4+~DZPaKw
zbJ)6Gfla2NaEP0F9MIkMWzFAw0iKN5Cd8s*($N-~!o7mEh~qz8%NwFPTFKSNx?&{_
z-R&|R@0lbabm>w*KZeC>Z6;x2Stop7)|DFuQqngE-?-t9bWI^Z#BRr972dx_Fa|f~
zu(^Xr$|fpD-j1S1+chyaUuXQnvfUv;dUAH#vIVE3VX>*twBiCp_D$A(%(r2~LJY%@
z-TCSYE#bT4SWPnilbOW^24&58J7S_?&tT&YyPG(!(~9zIe?KH7ZkXzuh*u}T{_3;R
zzZOQCKYwBd`%r>*;*Elak2@!KiJv=vzE<j?4J*f<S>fOzpTGH7=I#6UWU>n%pTX&t
zX8@y+P_o2sBX5DPM*j2T3p%mq2L)397%F2=LYs)b)P7BTK$A^^D!3XIy4_Yz&RxG0
zqjdB^eLsHKwZuPh|95qGOBYbk|7<rtSndVsU$e^I-hL@kMNF*}RAD810}v|V<B2Kr
z#g(KM8D@GXB%vZm2}q#Mc=z=?cj|7VSLO@$8B0$|f}S@ZiA95*wEh!Gq9LWa+x{lt
z@0=TV=xF1~2+ytm4FoY%*VQSa&xvIcM$q+0{AiBsG1Lc&UHG}{|1|ciE&A&<ax8h}
z&6lq3feL_)15v0um+|u0k1KfaatZm2$ClX4DEEcH3^WvC+Fwj1QULlt%A(=Rkk~n6
zBjc`||1*^Mos*Ww57miMwEU7d+Njyh)<p(%%Q+<!?AI_ct$Th$<HQL8B0x*?Y&)fq
z<NUtoueVDj2sGEcp_0?GEha(qv%zP@^XNMjP^M`puu$9q7moVIGPX}uwGhT_;_IO-
zN-n^pVRf7H_6>hsdet#7H}UP>eboGJ`eLeI`2<)Wh|D{UtyL?~eXInDlD6N)_cO*G
z%?dr1sg`ar%3Fg@>hO`S|5dlSKm*;T+oMO1Rv77ghEHbRlpV|sw5^iyjwAHRBEJt4
zVl@ln%}sPdA>i?aM!bLbPW$eb4RzKeeH4H-9C*L8wGDL)lScBy{z*&AItJNqm6Nk`
z)$<FM?~V5C`sd2z2FrP{^CDgV@)$?<PILJqcd$u_V;WRTeYWj-Vs`%+e{emV{ct#d
zV)O)nmAcd)KtsEj<NfqMge9{I?q<uncdukN?}n*E`G{VvIRLj~aw9q{uruiF>W*@C
z{wFeuUwJ<vk(}*Luj2&&*?e+VIY_>fySw&n&hu?Cpb)PQ8r%E-uUugPC+=f_PSauK
znl-{H4+aIyR?P2132qY9A(|j3i$S*pf+6PuL#x$$hgjrL8N2J#*F!P53RKXW6N*%>
z%`%@d7XmKtu(2)=Bo7H^IByXNri6eThhYH%b3uaNo~S2QH@L4z*W)<SJ-@D+o3Zt3
zl64ui5^J#a=2t`USgj|^yoJom>DTNyEG=8kSzWw<xr#zerYPr<9lPJw^ib`erSoJU
zR>^1yQ%rTtOC`i23^-7Txl!=6V%xVX!cPX_Z{_OMewCFPp2oiM@$s6iinxxT5DL%Z
zbGvDIzFc8M#(7@y%N&>be|K}KEa&9pgyen~NsZBoWqXZh^7HGd^KY^EUD(cp-}{x&
zHw}I=a*e`*yymus)dVzj6nKD%p|_%=wfo7_TzT+dUDc08xB^Lwe?G?(piM&9(ly=>
z54W9}utmdpOY1RWK;@|E@MRQkPUnjP1dtcES^>Z^K^<0v@wqV5wxdM68x>dkgYP0L
z(f3Bw;v`^_AYj&7)jl=<d0#TkLyMUP{@jH_8Aog7Z#@z+KC3h1vbk!{*@rGu#(fNW
z4Q%;F4VLS6KkIg0<Il5Lt1j-LV15bOoLh1S$s>eHrYC0OvxABfdVV89flqv@O<NIT
z(p6z~+dmmKf9y{hS9G?NUANgl)_GtTLruTdjLYRxnhMeGct-gh3%1A#yW}$uyMb11
zIjMQ$?3A`2!Aco@NGuaSo>r(v?NoS8&=GM#wNHj|s>R*~*F|5{f)SWBj6PQPF|9m(
zP3^Ov5IrXkvA1j)9vmz{W4XMVv09cCNmZ!w?<?VB^7M~^bMyfSO$L{ld<5keq#=qM
zh^BUb(Y#Hya~hvtjW1dmVorQ3D3sc_QFC@kP{)3JriHyR#GDLmIIsI1+_&!DxnoSU
z?b>8^IKVyn@F`!z%^~hMatidwV$8ar)1WJD0L;fsR;A&NY~0ZlK4OX+GS3jb2u<6x
zyHEKJV%Y@&ok(+8Yext^J1E~fcL#;i#oK;Kz?50}zqI$Lw!v2+n6(>T#^&Z`Y^KY<
z{bHn!YAa<}HL?-WlWgmI+iSxzo)J4u9}9Bk>95$%f>~K-KHn(Xq=DBhv*)-_qI}@M
z3b065|Ku|?4QWrGUPV4b=j)Cs6adk^qE-+D+JIll)G#p_ViXIx@f9c!<Vxj8s`D+a
z27hL3JLqm5ExDJ8pAKsQU*-x7z1KWC%Dz_0ZVyt7v6a=M&`$~q_lV64ve#fokSv*~
zvRK>E(?f@pD>EK|XxqliHbI;PSFlv`Zl6=MJU|Bn!^1^*PS(uQ($e+lJ29^21`(7b
zama$<nX`~Qh%|osNlbROB%G$0W@my)0ftQxYzu=k&VZwEx6^`|OWF1`Ph9|$hyu|u
zF=Pz+Ok?J9$neESt#ji(e$tLof00b~O=4DSHf0tA9f9LnJ(qSJy)ZIL`@Ev=AW!-A
z|E&SXIhb9b^9a05smF5t(3~!dBtp6pT2#exSNIH(+cExi1*R%OsJ(f!Y=77eMMT_%
z9S0=Q!2oN?qccQeYX`jr*68JE-BJBn*VwqYb{OrkT(96|@icbDFShq2eLH!Tjlp5X
z_PEEbp08f*Y07ivg2F_2KhWZpkB;ta30Rl(03CqmfK9E?$oHuiiVm;mxljftcpM3*
z>f`TEt087)4In_q{K?cCVvZPgp=T4CkIXIsc}bmygN)clR1O|oq9GP_01r*fIA|3y
zktQc_lUG7w75;CcI)WM9qHlynU=uO$!OAUdgnR-g2`y&#$v_-FFPX}utOI|8a{mf$
zt*V^!C&OPpq*D&>JTdxy?|X_b_4D^%Y8vTh?$f&nru{Mc?7{g3g~W|Z=y2o-MI3?v
zzIp{bdf}-XBhkeZ=MEA^H2X>LK?MPvTg9BGh=bav?qi<w<)+-DOxrRtGKzsnYUth(
zlMH+!Y!SZ(iWu*}LqA}kBRBx=U-6KKWnGFd=HuHZqZR#G1o9c^>E(|d<0i)h;1<x0
z<l60FR`7hKeE2XM&RFok(-4=?-ZN)Xx-HYQvPxt3-E8aarDtakjW)_wX+>R!trvK5
z2Rt`Q-#K7Vf@OvRYD`4)-UuRH9CITx@Tw8ByI?3L*-)3!F%bUrS+9;a^+QzVPye0Y
zdoJw_`M+6;B;VfroqOCkc|855c9#S&R&S4CaGIE$T(+0-|IO;?@jw}KvY7mjzn;YX
ze|9;VcOgyC?F}M67Ce$Crh^Mz2vv^Uvyz$lDvUB@b`fq2p{mzhE5Fwvl*FATY~mi2
z-r9U<pf9Vn$0}j1#&w4srz+P$NMg$|f>eT&F|Hxgbbw1v(2Db`rb4(J7#~-Le<U~}
zA`qGa0}pi#7&`ZB*RGvv2G^;()RCxLyxmcZI1d44Bg#B^ItOf0vV_O!L0ukZGWDKW
zuwMMxat)Cb4b;QmbJWpMs>Nm63e2dIT_nVKlk!`emo8oU3SV*A`SZi3z0Igln7NM~
zq23II&mJWvij2XdfTiIKiE#5Nj-fRca-sS3*7tT=bKe#*6x5IS?Qr@6P6uN(3ck|^
z6wE_0(*vi9g|iC>{h>pLLiVnZUqnS46&#i<^;RD(!H5@gh)4{*lR?fo#cZL|XU_)0
z9~K29K{rh@@BiJk89;i+MQR$UI5^|O2fs^Co12=5X6`gnrL3}VA5g-=KyDeoy;m0}
zrfgle4hBl>vMSN#_##E{Bn?1wrQK9E1A=`q2)fu>OFq8$u(UbN43?^1YQ>yc0GO}d
zXMNZs(EuPS>gp_+I**U7#TqJs7g!gfx{{llIF{&y-jUpc&sK`vp|f}^2pnRaAtTrn
za<qsOrmSGvc~MT4cAYb*&q|xcgx}^qU5;CUK|#vMG;Z$dyVBnnp+Fz|YB@eQxYC^)
zWMB!HrndHW!Zbj(Wp((}3<<(Icl35zMjA9y*tl&llSX!poL33teK9ycnlQnrz@7y~
zD3NJ|h`=qEf673zr3IM}XM;3YS-yp$U^JIv|Ndyod0HlgVDiHm2%8wLp85E2IcQlA
zU}K2YG=$t6>?rm0e@FH$2uyfgo;En^hNgaqN^N1EnlRjy0gG1L17$${|EoW1>$9+g
z1?@B3J!IIL^Q%}*SNnfY&0#EPq@sHP4+IG&?(x1x-Ob&aDuN-V(EV}J2&bF-gV*>%
z8Gci5vSc8><7Py}h3Sw1QjWjPeZ98zl9GD%O+X@ijbyrlI1Ot00r+plPAkO9qpg%<
z%B;lP*9i9rQ7mzD4^c<7&7{VHOAnEFMf6En9LxaI(9jVZ0dcQfkK?t5Pm>Js!l1B-
zLY#nvS|H|LlYGzz=nl2IaR|v~un@~&DT|Y$?~)1TVS_2;*{TZf1uP4X66xB~(vk>J
zeZn5N&nwI<%X=}b3@1ZE%ZZ|xH#>Hevd7MDTi#TUP)NZV9l&Owz>8p;$dLrdjk+o{
z5#nZxiAxWIySf}t(s9<x%jy0X(T_VozLM0<G=g^U74)J2akG+5KX!s>!G2l<;{>bw
zFwwlG#`=zaU1YMadumP37w4#oR!`ES!dzW=9uu{M>H}4nS?B_f)D;3WoSba18g#oO
zR|KbH#4g)q_IbI)ho4bp;8V?&qNDx`LK-;4!{U*jhIWB2nSTVwL6psQZd|K&-~e0y
z*eTK<6-ska;M&gT8y_DVW8?Pr@My!oVu-%1jEOsWD~qzrQih+xD?_*^_nhK&W*nxt
zK?_=sQF!}2hv5@s3Q*8H7cCH}SlA<MnX@Aw57L$9pGFm?lV2h``IR|NG=`|wxU6Rv
zis~LnAln>e?jd#R?(Qa-i72{IS%lB6QdLt^BXSfV5KAVKff~o*Blim{I{uo+L^FwF
z80x;KixcsVMRo!mFnb+du&5wl=T&Y`DZ6gsg@jpIwH}AL2!|WkukKlM`xe!e9f%_4
z`uk@%g$HpO1^tr#^Y)n+>e}Mizr5SG>zH$HrLy=ga#}v>a0+;As>noy)&Gx4Sb^nH
zN(#nzj(nX1l|`4F1Ylv&l<D;9HNYn-w#YeGD9xTVO|bAJHyxxd%1-cYbaQ`^GQ>Rj
z#&s7jUy<WL+m-6fFVveEAxOkX0sHLxF(zKel!w4r15C6)!-kjdVkp<9rKwZX)AUB%
zhqScBOpBKuKY5atf{g14+u(uve5gHlFp8t}SecmwMK`;KPD)COs$J<xXg!6Y(<nms
zsm}U+W&mSBkMpLI%A7$v`iSPwXaU$vp2r-G!RdTbQ*bO!;V|(#nqw{k${Kc|*MKw*
zEm^|It(`R;4fIwUhgc;2AktXjFlYs0u28Jojh@4<w{CxPKeHz2sCVS}5?IBzp(Wpu
z-nIb4*@jz_UU@r}C}KLO#_vn*V<V%^L4JN&wU<ue4VhbHl}mxnSxYwOp9cCwIiS&C
zauP3&wN;3{m&CeT+v;N+Hpj9^8VXB)3cDg-@T<~NWqX&QuW$Iqt(%`e6EmRMbVs>8
z`Ei~csxlaY^-Zq{O^BHYlgg2~AnKIL<I%>32EkZy|2U~+2~7Pw6A%iQw2dy@b%^yo
zDyhbul)jq>shY`*kxoOta?KcG(dv~ntp2tpNi8y;9?FW2<ao~tqmScaJNYEmq`&gU
z(3jkawIMF^Gcj~dWhZxMKTpcij(1Y>tY390?(-O=<4x~aR{>lgEt^5Cg@socaRi}n
zCB%HF%XBvxASZLuvx^*`V$<BL6*43msq~m}Na!w(Od<0n7Cb_c_b&fzkpZS=&H05&
zO~zN-C!y$6Jw16)K~a%r)5L-t<R9%v`Z|5oZg<|>gBLGdV&@J$E)w^}YY!W&AFJWt
z6_n1u*mtj*I+W~;o$1+r^L6c(e1>!<8L!yyyR<{G8NTKZVDRYyN~c9_a{n*cl_Aci
zk>U4S<*^CMGy*KneS}@4J-vRz4(l6{XAaKwYwY8P8#k^G-786sq?Z8<XTmrT>Q6$`
zCrk%GS}K51S8?NEe!ikp)v?RaILD`1!Ab%e4(EVHR^O;mbQtYnCB!gNm9Rm!hMnvr
z@A>7cw`mBycyQh6)nS2~?I0WzbRS1_&v{;14kv&~q55RIjFHozr<`#y6I6r@eYpWL
zIt0ZGLJLWi>oL6oc%|49A}C0IFarOxu(JHiHtQCHJ8Q;aSX1r9IVm`(1!Y^|ZTe*g
zhh;@u(JlIc`V8Mc@UY^%-m0k?!|T6(VSeUp@bJB|^Jr5b5$zh3)Z7(%<3{v3NugJh
zGTJ8i_<qO;UpFpzmXQIg^5pE-AW=1|7dbiY@GKUC4Mzc6?77bWC0G|?n`dxj3Za2t
zpae@1l1Z@qynel6tsfpe3MNzdj@`8d6_u10V{n~`lhYR`$6%g)2@wy7Rh#n4k5$O;
z%rLM^VF!|n<*0e4&9bU!mKEmTYm-9@7pVh$ro+K~t+DP_Zf>qpsSIq%@VRT2t<uoN
z0XO>7=r;Cs#@;hEFfi~aMI9h0ej<$b*RMm>#uZ^kKagj(Q7?Hi*sf5ML+m%)zl>A{
zB4gXF@bGzl5p5Can=xLf8plJ<h0v2T;HKr7pX4-!2e<IesGB>dQ!TG6yNZj~*o_-T
z5BGf{y}B`;P10#X45wvbD#06TQh>ISu+wNa$&qu&QN-6y2DQ-HElJc)8tmoe>tk3W
z$%Hzrxl6VPzcJsOV|j%&!|?${o)`#kN?JBqE9VEHhlZJ%8I2BFdesqrBi)+WA0d}u
zhk!Fvm)9)qx~JzN$W+ES;moF;jhT7<@$bHdGkJ-zk)_b3=qdntSr_mOB`-?|vt4&M
zEAtAYe0b4~%C4X8GnMRCzl?lUWYDvcnYrt>=9ZTJ@ck@D7EUdgKG#nU5D342-|yY6
zZHG<geWR(II&JcEaz|ahq(_%65w3Y(qoGLkiF%ufXB0=P=i%vzk<*2!POst64aw6c
z6RU7?DPvp?CL=Pb)Y}(msjsh}-to)7kX}}Tjp%hyxU@yAl6}7j2;cs-Af+#j@q)lf
z9DMYOT!cDI+CEsiqA{AkI?H+~tW>Z*WfZcHp}=(%G0G~y{YJ)zBn}~oF3AU;@of-1
zt<)YCnQpzpJlHk$>~+<Y{u>N09B=Yg0D=r(+B;``C-c{11?`vEAHZ_zCU=flSO}6M
zzHr{aty2k+BKM^(sCJH#^ZU-!8!Pht9__M(v+;WVaP-+RuNjwy<0{?BeW*}}^-9KM
ze@zAzo*5p}&pLYz4US25>^}JVO0dywzrEue>8_H0ulpbmIRDgzm(>3Ll_84I9$aTf
z*@-@j%D?ITWR%EnqhNOZ<W=yJo~+S?7y@QERTJ@CK>f}GG4ZER*ueIzyZL4S^6?iq
zV9Xu6o3WP$e|+BBK8XOU)pwA;xob0WbZ~h1ql*IS=!ggO1VaQDm3Fq$^BZnaadAaV
zJi>t^(%$^QVT-Ij<j(vOTA6qfy`$h$VKUVS{|NSGtFbdc`^xZo?PlM=Ys-HpO&#`0
zZNm#C@w9uKoL&y-h55@aA!jYFWntOy?wd6N2u3ZoBSuiy$XH6d!=62E`m^i!W*xyh
z+m81eHodsSNM_sc$=f<RJz*Irgw6Be!-rt@pdjo8uPBCobYg1C6wd?tm$R^_NO9x#
z+c<)1J(6{?<?|=D9ZEQ$z{q|M9TZrtIi`qwOjJSK{AkIO!SDJh6)l&A=+4!vR%w07
zJT7rpOxIuP>(%3!(NgV19%kakBMUJ&Zw9q^$%C{^pL$lr{fmrW1kd*cgn4)@{P1(H
zwj4Q8XuIX@Q<DhZ<@H=`nCfSJ|KmiP{Ilv06PV0roi(Z3_u3Rkl>O(>tl<2khkkpE
z4Za-EwSv-ZXb&iF_N<=;78BL%r=t^tX3wTHwb171$1P{(Ook^+Q20=iCD_zri0Bjw
z%=M)>Lxqs6;aTTVFv;kreG3#Y($yn)P}P^g%CnR*Z&F0Nryef#tX`_qn|^hVNF_F%
zXX%jIOSVpg;A+?46-$@mWI^5ZY2;zSg;bQ=_>6;q1RlFgVRfj@>qXY|1&QV9m=X2!
ze8Tr>k|&|kmx4C&paSF2q0xlF542-%tTUh45RrLs>F7?c6;3|O&)Z(OP}|!&K9rKN
z^?%BCu{^P^*fk0NQT)_LLLXJ4t<d2%(i*x#KPmO>^ieAR;bz~iuj3y->6xM*`0#PB
z_TuH-(j0Ylb%krYiHiUuIW?!bzJLD?S6p`5DsMQ_^Yin?46ISaU;%VbW9cQstjIDf
z({Xw(0huBj9}4@;r0u?-%XTE|Y<Nl0XeJs>)GxN(%X%@B8f&vx5@-0uIpcsBMwoz1
zQWL-iCbCY{XPmw%*WBY|BI=h{5%usVz4M$1x{7(PqhTw7wU37Ns^0|o1{h)v5QB$D
zzfy^12?x*>q^h9|C!Pbq$=#Lj?Slv*2Hb89letJ8VdDD4fpdk;QJBj$-OBys>C=_i
zH`3OhpTw0|z2)IrxiTv4R)io-^>mvbC*`q}1$`H}Kbt2x#Qcua@ySL$K|`YDaag3G
z{{o5nsCblRbkP`GgQO<|DT2{5J^QoJK|lr2-&Di!tqBGvUN1JatWDyVhH}I9?PTS~
zNw;AjHNRO?XAE{An3Ouk$dMMfG+RyuA$`XZVS2_HPa$JimLeGJHcHDnPh}Kptk;3I
z6NL1(tb)EPu*&P-@?_`aY`&j`iIxrwUntf+#q)vKd05=X%=r{&BCx+Oc2gH%_VVmK
zdi;27;rL>QHQ)GB5h?SBi1@wOd!UnaA>{D1q$RK4+s^y2&t3<krN6n%6r&ocHZ*z$
zs>x0c2t@5v#r~ciL1`Cs8-?d`O@T7_r9~c%zV}TSA#lrN&Ku~o=+mdH`ZpU;_|tHv
z7V<AG3iY9!AoP|P$YF1v1U2R6%e+yrk0h2Epq9d6z^sm^6;z=ov*@=sH?dAZMyibv
z-FIk+#uJ`g(3whhsR5V_jUmV4ym_-S_p;8dLNgpF>d)gcvDdt$2<uJ`#$wu_pK~tm
z)MXbJ7rINkHmcuQ$MDnsBWCZ&=&+~g5PHbEspx~PT^eEIo<OP~uad-O>_C%{xubGt
zoP2Z8B#&!<%Wj2|O)@gM^=_uT^2;yb44VaF1DdxGRqHxTFq!D)eygo8X9tc=A!8ZQ
zcxu&Y^Ajfon`SvNEL_L#Mml|wvDw*Ka$+YeFq`|>fo73oHm!-rl+DKN+gV{OD{-A0
z=BXOPbSjJ10Ni0mzkJ%G&>0464YBG#{UruJ7=VbW7RNSuVBRSjTLtO*3Qpbx4a5XJ
z0{gQK%wwVIp(F_goc2I`uk8+CA_g#6<vV5utCOU|&<0F=(NF;L$mHuFYFJWJD;!(@
zA7Squj&=Y451-k4WtUmDkX0zjXc*ZUk(DAdqas9-WD98<DI+7Hj8Y_$1{I>rhNwuC
z%=_``b6ubN`~BU=ef*B&`s=Drr}z6cp3ld6Qq!?Kz-7LIJIoGIqFaFf<fq)*4Iz4m
zVwQv&tia%Qjk8S2>Oy3PHpHD``)<M3Hi817v7R4|nLa#AJlaif0B%R&8xxyW7L<$;
z$cL*3LQ1kbAU#rWxEqPKOGZ9W8*OLU<U{)0;4W~bTNWm%al=NU8gTJ^3%uP0o{j?h
zDp}~O{NegV%!Kifcp!cUgRT;V@T+=0fS=|ZDNK?Z9T7*X^u-m`10CDy)A-TZIPHm+
zg^(Q|S~-V|>`=O4EhhpWC=QQ^OL&8Yz^%<5Z_yjY4vxX9Z0~!~aOq@2t&!-2*bZ84
z5^{r^oEX@#$R1)Nk=TJ430pYi2S0z7GH%=N=cicfYG`GZuKN}jwW8+kaNzr-TYxcz
zM8AT6A3;v3dFwlpst4XLMob2`6U_bDZF6`_u|Px_?N&n*FBf?terSV~CUmEgNDNlk
z7lVwdjz}g>Yi~5{jkp}w2jTci`+#PKT)Hk2yzBk;UV}@~8AnUw=S*Zrpw}rZzmOpd
zf!P`;tWSXvraS<~{1TWym}t|FOVIX`9D$fW{|F&?esz3QE&v8bzB8&EabtBM9v%tJ
z>-8X5H~J4!;N#6UKlcBT&xVZrS3dh3e{-vNsxvy~#&ai8L(3T_EndgDZY8#6`>InL
zV|(irgBI&V{RqnfaUOj5Cw+h@nrmFk|6dwgeHz%cw|)y(bgaGBRUgrd6b(Msu-3AI
z9sjBR(={@HzeGbZ8hL`b97l#Lx^c1<$iC-XvuzNK8f+B@$yYx6M+rw-`OzP)E@=%&
zBy`2WGdosXMxtp+N%J2Qxd7z>fK=j#nu-p^hc%wuM3QqLCnA<f5+(uq;~~B<$s=sP
zpvFwH5||{%&Z~LxLN#@5#!EbRim0H8Bo3<tqVqaesmUTZw~2=z$Ps>yUXC}=H72)$
zb5Q7^qTubL2Xg}hhf&rs83a_JuH+V~wm}9aa2{6_PXxJ#qIm`2!h5^4yTBLW5B~bQ
z?`;e`eE2cBT>(WOteQJlRi(D;%BDD!tq+=;4L+it{Z7OhI4!cvb9b5(UYR&Y!HnJ?
z9dm*Q565;RkiuK&951ugy!@^4`d4_)(}9=`>u_B|lW1P^LCI`V3yv{W0>ckUGH~*g
ztc^-WgMLqONEnx7Z7oY|4R<2U6Vhn_&OFo?!!-B+fBW74vyDNyzygjcJYe3C6;5dh
z$-1B`AHY@+?+{UpvxKC`G+v8zCBUZlTV-TU74(FY-~<!{xy1hZeGeDZC5`%_XoVb}
zXBJ!vS)5ZN{R$9%5-yIG214Be>tbGTn>XJS?dCDCvf@Vh7z;Bzw!#AhHlTIX1uYow
z7-x_HBG`qn(oB*oSecnuwn35Zk8TPii#WnYaSxMNY#@Y{OoouU4TBdTKuTEHCba$t
zwm5|!jgK@L34N149$3JRljd&lI4`6$;B^RXPVjVGHGGnD65=zU3`k_;=384RB#;Ar
zamSvk_vgQBh0VONG3+xjF+q@O*{`wq#|1=zf13luOzG66G2luG9NtJ!Xc#S0u)39=
zSe#&ChN6{x2$t^Se`K{NgJI<-Rt!|jgb_Gn@}^54%-`fw#fCx9ME^3?cvpzy&4XtO
z-J}-EhnV)1Vd%u1v9|8wba{?^RoIfr6F?OQxHu9Q4AO6tacvPC0ns#_f5^&y_V%p+
za+YMj`KE)7@#R<d&f40mykP@rfrIvzAyI)iJAQ_~ac>PQkO^N@s6<Ka;;SIu*^YwQ
zkb9cKq^v(JFiTXn*1ou^H%ALML%J?-rh`r!d)Np*g^njrUJreOPk}24r8GPWY$Q)A
zu`g39b;nCM5Fj_$CN=X{{*<BSx{|WT-rf~09q8427U#94HnK7@a-M2!*x4uXFmc6a
zXv5dHY5YgwS+KzQp9ICxx3_P!ReXMNl{ubw^nz_QJ>~MvB<l`{w2^F9`)}Z4MhGs}
z+^A$MraZ_Ua$AG}UMhxj?Fp^J70Xn-E$txG$B07wAO8YsT{sV|?7F}w5wi)wmh8Sy
zOqBgx+H~v}3u;kB&vkuPk(DDB;(zn?GeQj3x$VjNCZ=BY7(_}m(qu0GifwYJwCVjD
zGM2lA<-V2tw$1-Y&@<Rw|K{j28Kr^4Uk$gNMelaWvjkGj+7wdpd~S_;dp;Hvc17m%
z-ojQ~UwH-XtHJ7!*dx(J(M2~B3|PPoOEN<|?>f9r2%%QF%GCzJR&*3_xEEYf^k{$#
z=l{&lkIPT~08<4XYmd7?Y)wHKszZoG*3dlbU;DqK>T;FW0l-CS3PS8eW}%5D4ME%D
z(&BF?pod?sZNW8^=kXTup0cy*30pl6gk^!5UOGLK*e3Olz_Y*@@NR*J9Xd>&EAh12
zP^FW=tdjXOMB#&gv~#yZYedxHC4EY~`InJ(^lx^Y>?^30(cMPJ#>O^Q<C@L`R4Dtq
zyLn6jz{4sOLsprGcAZX>`S!2c2#d)4JR*!@@Olg7S0Rj{vpV-w9mxnmu_E}JIGj;`
zM7JqpXOkLpq&6|tmgv8)dHth^G(S($91$j5EWe6e;on?WCXm<+kOzXlKY|8^6!KPE
z1@0!2j7R=`57FoUM=eF<!S0zoN_^;ggTD44;tiYkKjD*ms=c=&D|K5qX^`5!p$ne{
zv7uJ<DvL-#V*b&8%HAecihw%!6iB_Ed{No`Oxri?;oK(cGhD!Zap7dR6DJ6+5A$Ko
zL>Qx5&Hiyj<SKu`K>{$Wuua(-F@N);dC6w^hCCVWxU#n+0-<*iO2MWBSHmUkwQ>Ac
zjpr^C43g;|4X2ePbdtuEH;*qb83@Z|7=m76$#92jk_655F2cLIg+!`kxC1xa1~d5U
z()guVa!dU8(XGWg1>KqZcJ<VC<MUK_3K{NL&AOnNZUrOy11Y{Xm0{owu#}p+^!{G@
z|J^ehxDjTNiGe)Y4eh8&?`=lFLQ#c0f;&*pY)65g8jPlc1Ak5SDb73+TT?Zs`+s~0
zYHZ#`D*5V!5?QP+4fHu}6;Pj(lQFkt30+36Tn%)sBf!_4t7Ccp*RIuoWU#L78@gOQ
zR8g->Tbi5mTjO>fXwQlwMUT%i?50YnwL3<@8ODJ<EqKpv0qKD<_kS0A2na<I3{~Nc
zazx^Jg>9t=C%MQf<PivpE!+$=AQgepm6fVtzuzArdTWnQTk#Xu`}Nmz%|xaDuhn4r
zsA6;Ei3i(v+U?oX1iJ_X0<uq`up;;$Q4}I9&nbL{2hFX)cps_)h))dPv0IQFzyE%v
zcJj_qlvrg#RL+Qc`%OVV5Rfy^yUn?P@-=5~jjk+>CC}ks5o(42PSWj&)orW567aD8
zja5&A))JGi0;b2my>2Zsdi;MqIRU_emNoAi8+D7bX(^yH$pjA^^}FJdkyNUDAKBF<
zy;24^UJ*C>S6KLWs~~jt<fzg)0FDp{?HpH!bR15{Wb_!Q+G=|ieSCa=ygxGFf|ut|
zySoK~U>3F45>Pi!$38rFruk;2mJazGeHsd?xUKN*w<-I?*0dtgIZM@(3o^|p#rv})
z8^X}38cN&s!DCjW#zXs!AnEBXIBm?W=u(rD*-^`Rr9`AG{hRif4-XC-Io#SR@WRI3
zbvuA7lMV=JE{_4gbF5kw4`q8E?o$uMJt5jPxL<P76bB$QdE2L#v)*pzVg7epjlsVg
z388a_yHms;iT3vC-*1|cV+6lNXz^7mIh<a2rT6Za!7%lY?%t{hMu8uITMOg^gM&$=
z{=PxsRI&8K*sbjUt~HQ0RZOU*WS?F)y~-vhCrADJG)oT7^46pO=6U9Sf*Xqr@n};<
zK}ysPbl*7znEvOPVL@EDsPDz3q_(^NLD~Qlb}jYqGc1VL`hRzJq3s=CA^7h~E80;p
zsO)c7@=u0hleoM^9sgcF5Nxr0M~OlTK#xC&FEpzOaHsxtn#IJsfEih2-T&IQqBQ~G
z)3FODfLhG>NV-wrlPvG#lvQzx=J<Dz(otNzvk(S$a>L?CC%QXa8)n73*HMUOC63@i
z)3#b#THgKj0#G&T+{^DI##iqB5CB_qpyiF#7dM}^tMo{<Z&5%@$Cn<!YhLg8kk$f7
z!42{kk2gg;@7}+Miy@<zU+eHq`x&fLF3>`>gz`lp`|$DOZH1+%_`Tja;p-6RBypLe
z{3cWsRzoaw6watqNNNsY-1lKl3ivoi0L#=fS%xdgL&hG_*Vhb&>Xqc^0A}p2Erok^
z5bm5te39UnD){I-=uurU2}Dq23(gkf3#vO~H|JI){QLM*pD!%@d_n4fUEg1m3`Rm3
zjL!N&aJvV#y>jP=REf#UAI_SV1D9kwv|gOp=Z1)Vt}_mY;V@8^S5KM^;SofD&$DbK
zWolHQ$3-!GFz73vQ&<!Tx6}J6X3c+34e|t2cM-Xvj2UqLGZ3E=H@N?iBe5|tF}gLl
zT-$0PZ6s4tVtfuCJ`9?djyw%?x^hBZ*n-hE_?<5hGbv6A!>~(d&#naKat8Vul~+v+
z|2^J1?MaHv#6Vg3Gn`_?#fZkm(8>l{I$(!I<<HOvNbS0$gW{m_yBs1c`(X(~#K9VS
zAW~;QA`gW?5%A;ffvYYbT2p~&pBfd<*h+r)ze&;M9v$LUHj(BZ@x4f-Yma)shgL57
z&6Gg^R!{<3_5h1eB;k#11?aSf0d1Sv?Z#yZT7`s8pld@3O!6E5x^InS<Ntf!d459y
zY1jwoz;-Mc349UAd?A5cBofl@KAIk}Jd8+6TETAdAc1{^3yLz}^hH&ED9k27e2?Gs
zAv<`7m*0L5N@QK#vBGYIf6kqS?g}f4$oXZTZr;2ZSv_upd(A_zu1AOki5%IPpFe*l
zT{*?<L&Sx@hKI_`^z>_$Cf>sqdR^pGZUdQIK;TU7M`9{R&}4A*qxB<AcY#N_0JX{e
zNJMLJ@6%F9sMW5%Pod`e`q!%PJ1X13E%aqCVqA&j9d$(fcNLuZNSApOc`tVgv8`(-
zKsHh$NgW2)w`R#jF<XeurBPC$3T{L@z=4kGyfMikCfZn1Bp}Afur8jb5&gG62njq}
zG1$f^gHThFp+&$32v+@YE)Bmt<ZWwUeuTq+hmlb<;*~)#Dgh6HFs#7Q1{v3+C&S<#
zEIeo!n!x;liQEbgG0gpe(F&^s;7bJGIs^<9!p-fN7l9u`M%<8Kor!ORwt#er#3`U~
z1V+RPDJ4ET8){$=n2W&z1^4cUyM;(^$bbV`Stj80aExxpZ()Ysz0#|DmuJX<+$l0a
z0i6;*3=`{WP4QTN0CqbRVlNBlS%DcM;uQAQGf+kc8XBIDA0SQwmbk>kX2^MBaS9b*
z8mE%JyMu6)_h*NhS%fsLq`u*dBH5a|flKtMqo&{OIRK4QE;e3sm)$#UT(0n#y*CGc
z=Q=)zs&2AlyGUH7A`sYb)}D=xjpgtmlKcTw_y*tm0J7q>(V%tLha3M*(ektE{;+Up
z9GkGXVm{+9k;z3wB8a{uV+Ji96N2-kD@xE-dLu&!@Zuv_BJ`yMX($jc6Fi=L7E0OI
z5u2xQHpZYnkn=w4rve=>z8m=aRpj+{gdT*H6dQd6di0lH(lQA&fQ@w;bcXDVWd?jE
zIq?4zt346nnO{VP8L-191i+rbga&$&+c4kT(~}MDA<jExfP4k!$MjEuY9%8uhH#hV
z&O=N*42jE0kkc!UZTpx(+~Ty_(468iOk$AErjRKbc+7MWKUHpj<-Y@-{x8|7Ho2?h
z=7Ppv%MgSCfDs<ntB}RNeiBZt!(SgrT@4f8Cw%$|N~suTK7Yg^K}|uAKZ!)-P*kX0
zgoLD|D+K2x+~v*v>`+vJ!rEb{@f835UzD8&6T333aJZ3CVPLoT{?OKJ#P5$ly$3kh
zte+?60%PRH`#(i!VFW1=87JxrweL+AA*EKrbe{~l>H05N-o(K~uwkI958){(t_GT{
z6!^&)m|=r{3(t}h5e9g?uT}GXch@|3gc^`FjszkfJNWHtX67mUyCI;v1Uf)vl6{Ed
zOe+TvRH6wX+QXUwywA#|&5|Qxzc#$FJylEECrCmKK>t4<XZt&Y?P}*hJ~ko%8*&~&
zc@<k$rihy}`{yqsS<FqLyu5ep$mM<pnMb5mZ;K=-4GLle-}MI}{2Nc25pfcsV|LAC
zrdFl*TM|joIjUd*;F!o_0Z@;B7+#Bju;o85jw>B_zPjXuFrYbd*^+Hj6)il4cTQL)
z9L8%lZE_fiXw`z|5vOv&?w5LdQ4^9dcmkrm`vnjk1gQ0JcFV;_y9>+=&{`uEk!;Z3
zt;riMZ$8G0yGJ%)lw$6A1`*2GYVj;2_?1K@AVyTl`9(p!%CCfE;Ij8<Hbb($9#4B{
zB28aB3JVMfNhAbSut{)HQjnd8H{>;Q$A%Aj79t3x%n5)>7{M{{dJ*r%u*sMSA{yec
zz`cJ8T@Deg6GR`YqEVYf^Fpw(9+FzU;2MV-WZ&U-l@hcn0?ZAYcr<bdFkeI*<>`^{
z@60t=_5<99T=fyIwW_uSvNV=vN7!S0ph$q%U^DXZ;7&+{Kx+tpBiE_X&CLxG7Iv4n
zcQ&A@$OG^}uy@R^O2t$=Y&<e5&y(L6Y#YJGQLK1W1x?~`SAult+O=y8edtRGYC~`_
z9E?OekAvCzekt4&VY5TAh_XB!XEXH&=_N|Y0qGFaMijCK#HRQrgI~Xrm~XObu$Kkt
z!-+*5!~~r1PVO}jSCUAay2C!Wt;9BO7DBel1JIrs3PESjp6$Twiq#qcH25lA1zYsz
zlu^r*MElBj9UYvgbGAVu#o8lR#E`IgBroOv-&xJ5ciqv^@fIo|Tv9gDrZ53QAWT*v
zf~!e(15wm?`}kBvth*q6>GkWTCcV#3dw7X+x`3OAVNk>8cOHfa!}y{)u~t}Jc%zAR
ziX#zWKPo2~7I8c9-1i=PMJyMpe9b^!ZXNsW8{-4j>jV5h3HxLSdXd+ZF*XM#sXXAL
zVT=#j%NE40>5o@bSMRRbjFuOh)S4+2qAF)R>Dl3U#g{;FGFpHkilC6NsGTHQRnk`x
z9<FkW0ckuT23OqVhjDA9-~utvc*OaGBQV}Co5}P!$b$-5LW90^(!#s|lO9GG)L4W-
zj7l^ggj5sjTMK6cB4Qr`-B4v4Bb-g+{LAKMT7dFRcrMmSGYwEsYcEb)I@BFDahXS7
z{sSe=-$e4d_keeYhzd?%njAjFQ2~L+>HDVGFoc~UbqQSZcYD9h{rQ7$LLey;dW?7w
z$a!v9T|sg+Is3@3*V={HhsXGnLl_AHFGbONcJXlXzepaheLo!Yt2c*oqoG~zTvm|F
zLGo^vy1pDd>S>1@0pe!g^F?JDhlpTz2#8k~-*sSDp#wGk^7|D6Q2-@mDY;PnL*Sq*
zFRYKN#=2cVBB0=mJ5~~ORI&kAq5Fk2g(-5WVl#!<LS@y!9q@07sPCLA0h9@C70GV1
zQurtVB(uuP<}aSkZe@OCB<Kk=jD$d*HJ^!j53`YH!-ixcita5Pds<jh;*%O&sCj+T
zcLDSycXeHDEs3O@#iKNc7N!uuh}`CYjLd75=8@DxGW@^GSfapM^X`eDW{@=cl31`&
zP9HUBBB7g+el|1=w#s2GH?&br=vWT{!y<DjWTS<39*!?#oe^p+KXm!eXOV^94a;vv
zgICaQWzHVd{f?bDiw46$Y9o<^6VntRap?>K_ZaMYE~|(-h{PvKM#=5N%p2ebWNsT7
zkmd1`TAHB~)e0|I1u|Aq3HOa_9~e)0Bo*XVhC|j(=2QU*%2gg+!M%_KzFq*9cy!Dq
zx^`H2+J8Qrb?uW<P6vzC;r@7)+QE}3dz44F3d+fryRg`a0KV5`4-)w|5xHZ)6q+uj
zxJA5KYqs?jz_sCw*tTWt=2sG921idLxZ^TAH?#qvO;2B+%YPpuZhhO@&&2Cix4E6Y
zK<4$L2InX7PfzP*8vm@JpEh~lZJsH#=_m)zN9*4Epwg$&zxRy5X<H68GD)VwVLUhL
zTJs5zFZXJ=!?_3>gA%#W@dbP@De37XtIOpg(#c4HhqdJSt^sccXiY<FonsNe3D_D;
zT`ppN2t>0dNIb;BZj$$ioM#G%1vu4`%ApR($WnG^YHwGq(<iCh_#uT|XV@UgAOWBR
zKuQVcLV=4S@h^+gbqfKF`5L|ml_GT<yY_7Mqs20tGGXM|T7J+5&W(>d(@8swj{FC(
z`QrDP$fW`bbP8;w49lHAK(a`+1fyx@&7b<AqU!H<iKh;tsPPXBRPj$P5SJPA%QlvL
zHS3pptF5*50jl|vpPSvypwndqYGeRQ2?7Mj?)=LLT*cu+(&9qDC{8x)G(phcji31+
zKmNF^KYc1<elFuM-<hBnpRd@@$K6XR>EF}QRZ`NX9OASzFX5|y&fA(=&*FD*x;t*`
z-M#8yi&4Jnf73*22q|o#Kkjwbb8L&>5c?Ef@xt`AqvoR^L{37J()hs%LRaKB$$?Hu
z<mx_vPKg}QkG8T?NXoHpHkGvP_d9D5CP8>H963DqM=?Wkki;zk&M|Tjp^#lKVgI-S
zcQ_dm2qZkOd=Y!7nNFL@=0?aXT-B;fp#|fh*mk#-AB61y#h2A^Ejk85vJpd0PbL}|
z{JAi;Y)5UGelHUn+wPk8O-<2T**onI={XkcBM}h}YhZWfS*7!DK14=4uFec3ad3->
zD88e4{aK0cK`XULeog5iC^&ar+8BlH0LvKP4nsp&+Noi8Aaxbq(v2SXFieS4y{|+|
z0Syo{Eh(;i34!95Fc!#j{^F6TH$w<F!yGi%w-xTSqxLcWP{!rwNW=Nif>TwkG!P4g
z=_+o38l>YfV2fG|*An|kqD2#Q9O=qTxS()Jc5-!Fdw|tN!%)&l`w2ju>fC%M3K#Lu
z!JK)rlR3{>ev-F#VQnR*euXYOnq_cSpat$2GH4D#^z6`=FNGY&8b>EZsYR?LPh$#{
zY5I<9g}J9{`Jc8a)J{V|K6D6g=5_5ui-w4Bu}QJx^<wxXxKJ9iv9ZA!mbbT0xmQCQ
z%CsLSDTe#}8k$iPa3aeJ2`?@tBlwL-*hwP}+o1km=roif7LJlR7x0T>IN56OfgBhD
z47nAtW8>J@y)}N#tN3o*{?j{-qjtQZ8vBsk)IVabNgkP(tH3!X>ofo2_)=b%t>yau
z{(eI~4?YElmjwzY)Jnv(h@cpYhRT|8^uX3c6YO&FdYREHd1iE)`9A1gn}v@IKVr=H
zLAxaT>v5Di*(R8t5#xiyjO5Bc4#sSZ>G2y``Ft3Q_hag=e(hR>Y(SzMbxfCsQ$;%n
zBPn!`-u(Vf3=J-)@c2Q`W5GP7pE{xOOY{>icq*-;&D5=?;4qAUhrcZ}MB30Gl6jQK
z?P44kMD|d9E90c0`2VyqZfk(mim3h|amT77nLh#oj5xcHLM)6Iy4#LW&4ih&>LYR=
ze@=`+PJ-aaa}fgxREj?RB8rB`Giu&F9Du7=-qTT2C(|@K)j{!<j0HjB3_OxMv*upd
zpNeh4!ARxF8=3x5OCe)qNWS^xCKMN7VI+hf=j{YTmti!Du}nN6#?W&4#~R{JZ&DqL
zu7zwQJBY6Wt*^aPd7<ID`>24)+)nFz`n@Q^rV9aZ;*!IIHXk0D7I5x9wIF*qDJcnI
zqsLX=r8Heff{paPta^ckZh9C3)4OUPW0BjIJ4bO$lam!jL+<ad5pw8)xNZhEwrz0N
z6Z0l$i^7Ccy~tKam3{EeG8#GNWG!?wcU(5<TW$IicY~?Q`>jQ>CbsyK2lPy*xbADT
zH@CO506u$N>kFS!%!8JTa*qr0&>#z%_Rs9UzJj8PeAc|$4~1i<$PtXA7QxExE(o^{
zJW*dm^W!4n2~@k|K(az(Ut})w+I@7HI=3?&fGqr&8Sa3}6#)6hUO#&n^CBU|?qK~R
zn$&afkYCz>=~>Z~>r7H=K8VxVdg{5rdow=kalwX=T;^`IQWW$QhH*i!aRkRU8YH0H
z+<ntFC;iG-@ZFf9!(cQBtf;{FtwJGwj?4M2Ivb8K#O(+~ePY;G>G&{8PKW#G%veTe
z=XE?f!XE33cZ_|;wa+wz5JIMh-oc(KZZ%;{UODi499*omGND<80iwf8g~yJ3F)7;r
z?fB2-NfYoihJEBW>o|E!B4=#b8O62zvPePOZ0CpN$Q|c^@}^TI!~hp|l>U~Gd}dq3
z7tdguN2xDt)16#Q1^{X&p}gkz)|Nw_q4by9$1y9f3H@gp^sBKGhWEdL4UF5npsA(h
z2KO_WIdF2MQb3D^0&N+eunlDDBdT6*97?L$m37%GUCZ(+Dl6<;%Dz@tv@0Iia|Io{
ztj{ZT=3=BF+6y_E^UpnXMKgm)#y9;9Yvr!gKS?QDCnlEjsD(e^?L&b5ay}}L-dVdZ
zlJ9<|P5kw~6Z>;FWE_6nf>T89^~_n|qmy^<u40J!5PflMe_Z-@NHJfw)IJ^yMf6Xj
zd`)wr+Y~HOR3ZRi{vC{9-iL}3m3;bSJ!tvRhBdpdSl@p0b<;Vu-up>Y!nV@mR<zno
zD)&_LpYe^IdGs=h{Z?I$t12rSAh0#-)|uqFshM|nyL%KZU1dG=<6!G=8@uH#*=J1U
zCkf*|!{INUJ*}b*M^D?=Frf=6$JdSR_iLT7NqydYG2viA{Pl4`zR<w-qdQya9dNk-
zvhQ$`b#!pxer)*ERMW-+#z^i@sw+0O#}vq$@tB`8HGO?j?A6Mr6=&w$Z{^-sFacyE
z<MZm*ksU${$3@*5<4krA5OO*<wSn=vZ&!Ahj#J-7fA{m|?qTVlY9CJ-Q5S0I9V3Vt
z=8={3Wr}>Vz`*aNTjH|RfI2e1_rqCt&ZG6w#WQ<on`{d-V~H*b0!mEa&dH=ZXP6J(
z(D13~mXIm^ks7r#7F~)FR+o?Hv9OxYEI~}Sinv@a-^rJ~tG90lEdH{0e%hx6<>SPF
z3DqF><c_sz0p}zphK7)eq{f#iJN5H<Mv%qNsYjT?OD<i{s>^^!V5nhu!FtPzgOjHW
zYeU!h_DfXh>5`ii;xLNLr_Nfez+O-dGpTxv>nffDrp7UCUYmkA8Ra$!QzI`PZtICM
zq+A3nFNs@_Atio<XL`*w3Q&ho4gK@kMhLFrCf+z5$+JAG>O%-+J0d5DDad~x(-BwJ
zx4#HhH+=;9@#*jH_vGOWzC*-hKuP7i>u{XzHtId7vbs#X5K0-e<lNr}iM$2a!^b7|
zP&{Fj6@cG#0IL`lZqMItUH%zuKkA6i@qlkdz2P|F`+L{OuEX-n6%aXP8=97&_b+=@
zcOLuw*nDl*{}};vtMN6fAIamxsMSe_i{mdVo)>(Ym3|hSXjJ?S^CB3MLA{in3-S<`
zt$|)%&ZiEeSsu^0ySsa;@tGNrd@OQHenY<?6VpGMS@he);HcvTD0HmavfBZlw+6hX
zw_c`)i_22*guYcj1k@O6VM(lXJ8ZD9nqZHezERH_xPs|abDQF0P7br_gBgUaL_HdL
zLael?^eV=e{__~m<_HvhBghBbVU0fl0%hK16YpfVHZq*(yJI>Mw-Wc4AK^jzN|^NC
zl;4NwCR5im$mq>DppUE$g=4+Q70CA?HJ#T*l<GDYj*<LIGAnU!pM<h1qAy@SzotcA
zFXzA6M3LxaGKezN7077gPjulKPo0x%F_Xaj!noj5`t>YtexbcSsbvP46Hs8wxbc_z
zxB_=?(SJNxa;M*-b`Rd37shmYSq(t$7Ti(7<c7-Hun(xR?bpl66{V<n4UI0|K)5Cf
z-~88kooXnV^L>c6i(zj30uk-73*W2^#|0Pab+$nD^s@<MEVQ$@cAkfvwcs=Xc7Wnj
zOV4U+09iYUY0qEJrl*sMY9laJB3n}qDulmbNO>1V@>Ef5BvyZntwC>ODK?vHinhCB
z?C5pov+K#w9XNK0!ClsS8R9#oeXS{6B?Y&j1HQER*zT6i@&jmI63}Cg06$>ryJ39(
z1los(AlB1EuM2_q3|sp1naK9ItIJTdL5tLgYRuYjvmBw1*^tz75<(`XJ|IO(un7{_
zp?DRq!FjMwe+%_**c1dQMMsu@PCbq#aplD{!jt|@CBonMOZ7-LJo*Z#Vm*@U@<)jB
zQuEfY|4T-b5r5l$q$|=g^I{_1?%1-Tuj?@jr_-U^HX>I|uQD7afta`7074sKto@e(
z_=#?&D~mwa50zrU<_{lnClJa`yVmA=iR~?2PY)McTYhppRh>J!@+_n;1aK+VRGk4R
zLOk<-#}tyG2MkZkykx<tV57GnGNH1l#SBdzF`HH{qOUxPA~xpGQwi&LoiB-H05^O_
z^>L`rdTN7<xB0ZyMJ#HP<}rA)es7A?m#xCFH7N=_Jhn>ugXESReRU(b?J8^)juYRg
zX}cwHNHT4i8sNi=$Y{f;k@(dHgq*?g#1PenR0ASQM89ws1E5hpq5CC>69x&{Hz-!H
zC?OKvv((Fbv^rU2i^8T-DB0nLHwvm(2P&9y;X=_5_S9P-cj-`H6;v+bbNDehJ0(K;
z6G5L}-C#%6x`I2r`w>5W9t+_=dP%f?CB`{miLW~(_zn0u$&n+<HdJM`V+Z5VKn)>=
z$hy`x0a^c8Dlu5G=VouKVxA9Cnqcn`5pA?QbFmys`Q0_ENl<YI3S2G|L5yJpM7KYC
z=UK_-?|4$7#P{g32Wc0NlSSCkN9BJkia!eo7Z2!fvLy%?GL4)|$n=`ml-y=A=!eJ9
z@I{BFWnF<6pB_sv4rzAsxTl~ISs&`>bQQ9kD1!Q9>3MXQ3KdxuQUQ8`XfPKXI}s&R
z`wb+a56?Vo!`fJIs`l@BAH{r&p|-Ra>BPHt9NQ379SiFbq#P{0lI9_JG=HO|aTQzj
z2*WLeGr<jv=TXdLCX6_8IK^-%0aod$36vs~)K@<g?xxy*XrRJZnKqJsMJA#F*eB_s
zOnrH|xq$UVvQgRpC1Q~81zv_2=>Rs6C<O#fk}w<~(j?}ZP_V!-WbSbp5cLXvct%Ay
z^d>)GkpG*TtP!vlQ>f2i3Fn{#By<^CSE5q~X+!8|Yy_wly=$B}N1^R`j5Br;ew-LG
z+gBf7h&Y#61XUUE;UsPh_Bu=+OG33pcm)#I070Dmf^gC8)ur+A%u6`1K_lpSKKVnC
zLPAt&P1Hx@e9r@33g{vlz%O_K^7A3SM;;aQp7cbzix>6g3Uz{PO8ut6H$I|b+&e-U
zZ8a!WbyT~mjH>n^K_|Dnc#MYb>52OKun*KqYBI--(lUeZtl_#fI2iseJoRK-bteCZ
zk4c4_$D5u!&Yg`OFoTvaM(%F<bzBYOCBAsgM~@v-nHSl{`}a!xn4I{Z3>%!i$ju{j
zvft+-6`<gK7bv8YJ9SNrjbDOjOgoZwnxzqq1c_;esw(}y6{;XNklP1KEQr&j<daxY
z0nPxd95w_!6U|)VCbV|=8?Q`9IJ+ZTHpCB@>Y?8}0gC`Z+ooeQU|}UfaInVHT@iM!
zuuI~8&IbD?8~cU3|K6)AaQGv*eaL(m&Q+_5&43TZ16y|mouKJwb9HKp>3jc$57($N
zFR=fRAfptHa-2`NloIH1*iE55?TXxYXJ1y9w-i+&drcu4!gF-!ID{~SEgV(gZ*X8R
za1CX<U{%!;`_0QW#m3q;tFTp}^#%Qv)%2yyG&_tVB`2u%u35oIEm`zv?E%-uvJD*P
z?3MUj91ikUJF+zOUsRm5OAej<V#U1slfgUN=R0V8Cn#xqDWxVZ!+%OgOE0}k4|-BC
zm1`8}I6{O6`+Qp24a^Ph*8{^byggfd%o}UpK<b`YZbc46vLv<~jfnlQn*<jlfRAVy
z%j?_?fqVBpY<7Im{lLjGGP{9UVODk{j==?}@@8=;^Lz^J%&e-a8awgYcJTM_NT)eU
zOIUE%6<H8M4^Wbt0j{|G#uGDMReu}XO)UfqUfFg-RL<tdF6YF9)`x-@^;vvAiv?VZ
z0By{M-KpuMd|y>r%9PHa>DV`ousee*ABBy_R2_F}Ts*h4H6t$U&yF~%(q*c5Z&~*p
zDk##d2ymZ#dst|sdpXhmhW2i@P>Rkj&GO@1906T}i*nP*gv#gxOc^v6lE>cQ$ktSm
zm&|ebQq0YFo8B>*K5E}GF<8QL<JPB16PnBYQD2K2C>>iP<@q*FYm|F!oczi?IZfm5
z%;Z0~GH-UiAnvN-Nv5srAu{J{W`Fgp333YI-E-ud?zG6+l;7P_4@w52-YpMonPn-z
zujU`d=I_47e{!Ym*HHGu;&I~8aN|`dL+l%z2*m_bw&>)KzXlnfk3qWOH@!B&_vNCz
z36mSA$Gh2qff&v=x3tK$^C~v*1|Hhm5K*F3<A?;|%F*>Qr)%jqZMO5@kZr-59eVM^
z@ttyvo^Ow?zD#AglJVe1yQbzYF3A|r!VdPxmw}O0DrPt6MN4S11osDv>tTc@9q~hu
zU<XJw8?RX!cw&~q()_@3F1X9)?-y79qzajr%C>m@aoMN-_R7&s)T1SvUhFVX1zrRU
zj~_0+7Ho=`8goNX$y9_cj}?hHoujvWWP`e<#>(+s+Pcqf^sSfl+Hmuy$|Jdu5M~B#
z)@v=)Y;RU1|FVB?2e^9;@obTF5&UaIqpm{4U_QWX^flWO9+1z%QuTT#629|!`@@!o
zfk*j+-4u$E%F3f5R=U(SdsKs}A7s<NGLsoo{`HGKsq3uklRpj)iDrIj&LI$HS}CST
z-vH=Df`&;96Yjkc=<X$a`J`u8^MezByCKgyvrzI%^R>ZOLU&%uEKBa+^Oc68TBl9#
z=X8NqF3?i7a4hoE8=;r2&xC^=y<g7$nMk>^hpBaGnK?0BZ7|wtMRGOWw<969zqaaK
zI>r^RvA<<dT1MP9{T%axI?bO?T`9(z%y(5)ZADfLqNJ0(vjJcbFRz5ib7yJ1DO-U_
zThBT*WejKDnot+PpRv}n*(T_Kl=J7^>dV@a+o^0e@HvQ_x98q>qw-IysL2iYkFMQS
zlj6U3nnolZ5qUN@FhBpC?b_v8x<A3857j;RD9w>+J7?Wji}<ikZ0Sr*E3xH6BXDjl
ztR?Gf{XYSiC9(rbB%p0#>nf-5!sP{k=OpC>cvZwV<OIZBMb8$amJDU*u?`m*;2D@N
z%_*5!3~LjqWxy@TzTSXXXBWoxP;SBLXYwukDGIHa%A+JKWuRd|^msO`Ns~ZF5ff2g
zg~S3)zcn_Qv9p!lw(j>%x%+a-%XXi7<j_#Kn4D)(K6G_EzlbLFx_}AZy5p|TB2s#G
zZ@s@=D@*HcV`m{<`|2X9{ktRWWcEt0J-H(F&Wg{Wk$axpW}5z}GicPlI4;~-vCP+T
zM@cQ}b_uPvs#c<Dr+Onz+wtknZwK}EkDR!4P{?JhpL@6OmGbf<QIEQKq@OWr|NI%%
zvOQ|@X`~)&_8<Dl*PN7;HBXynq!eA2zA`wR{r*s0i%zoBFvZG?_Gw$N^A{^tu5QUl
z{S%0j!=k0e9shvHcYvv)<Riuc9HXRq=@0+yh`e^@G}rq|Pp77SydT)Gey#r|L8Hc#
z-!%SQzne9%T4BHE<dI7!yLXigdAPAjtuoqZcd_Y77uRzO%cJ%8BMk+H$^(k%;^#Iq
zQytIz6<O%|Zh=UxF6alKpc8yA018(c$xTJ&J}96-Sck`rQ!#b6t$Y<ITBQ_|ah_2$
zm821ouLxlYYA9AB3PipPZxUwmmfyM+g@KBwIy<iITuG=+)EB$krguDTYpz?R==yq`
zmEY^|@Uu^E(rkYV+1lGZ%=NX&QeVZC<&}Ae$Z)agM@W5p_?sZnYoJ+_aoA*!0giB)
z0NB$9seoFQo^(DTaRaZjPW&$0QNCVLQACkTc~Vw}`nn|7-5$Hf=I2~pymK`-l!v-k
zZJaR+3Gio}QhGAYV4RYC#N<U@)RSdN+WRXdnxeMX+~r7(r(Yj(+VH8(-8e5lzhvA`
zIrzOsJM)<#YOcEQqWC3x6%4}=BT4E+vIH$d#qH%I2B_=UfHS@>a}v2y_3mZwGn&n-
zY_=`3QAeIyw5DrR4%~P8_#c*}7u2H9jOgE8qz*ntr8%dy(dURLTYu7{Z9l8{okLA}
z?n{5((xYHmA2)oed!y$UX05n@NX1*<op<;Mxuo(k#(BAAe>@)9=6+1M9hyf{`DAsM
zb%;t*d<)rK?4I0nE@e&rr8z$@#Cz^kzt>WXsv_$-`5Q%>ju)+M<W(vDrtfov?`Umb
z)2nA}GeteTn=k1Y5xx4-+&DUaNQI(7+f1z(vZ4IuZH_qn@$=_3YqrxdTdvGHKejYc
zH83Q)5GH1I-yqC+PBHA+;U<GLhbg8$6RP@i8HpDa;)Wi?ROt*(M1D<V*!sIH>ig~Z
zvNdYF<%Ks7AxEj%OkVR^Xy=}gaAV&=sdzPsqInB_g}Hm23me1dR3Qg8@AT!Bla$;x
zyHte^l~{S+y)b+FHqC|KeQ*ti0@-%+OYaz8chGSJFzIQ9AC_qk=*`L{=g3^{goG1Y
z4g>xq%27zuNPP=Z!NoWqusM;@D6cVSN5RS=Xg?XX1!4&Zjg7v!Rpq>Ru>G*FFz@R6
z<c0}-@y%L%tJ=Fqd|t_=d^Ad7^15bpZO1v=HF~az#w)#ScLbPQ{#t!F<cU(qnxaeW
zjA<oBy8HJh$`{MFRt4x<ym{VQ(9g3!<DH9-3!N9U<&Jg6oM$h^+`4G$BFCFoxHD^a
znHW1)d%5lD*v_u<YSox$%Xi$|{xlrFEb(MAG@QlPGkGvAh|iOa)p<YFhmBpaP}!|b
zQgiXOWaRy&pmZlN>d|Yi^1yYo6+WI$liR;0ZrSH~UgPe}eD~<olvK<&#b-rpUcKhc
z2y{#F-OI?PacIY_0D9y06ffV{pt|02r6+osZhE#^h8z?90tbdy`)i4Frp5`BSE)vq
zWC(nfe>Sx5O5#$Smbt`diA%S|Q>+SiK5R}f;dzjwDSy+)#bu8GukVbDTN?dJEt?0O
z!pV7-lfRBDuGxNlZcTxp>yO*b2UV42=ANIZH?|d}w%B*xR;*9|%xX&+@2OX*KKtoC
zBM4*2@%c5=mtBdeW(SmRev^IJ)yZ;r_x|$R%CRN+0`kTZI`*rbJ@@1)ax)g5XBha!
zS-)2<!X;U~_>{*+F-0w*b;c*+Z?567Si56&s;fPt=cgnD@J46Ev3%()Iy%(9%G39o
zvtrfBd#_jj+P&XD<-+o^TcB+gWykT7*ApfOqEinA2<*?2d#>Vd)y3xYA?%EIR!+`Z
zs^p*6?us8rY<}{L?l0n>ei|d=YT}sc{hbQv-i~&87qL{aru*u~C10Hnex@>#TV=aD
zAiC<_O8IBcL=P2F_w1J05qnNEbE6K=#k3eTsjGv#ZCBUd-j%(5$+~9^D}B*({WF#;
ztt!-GqhCABc5gkng1%5AX&@{iQtpVkj1<$=^Flf*JEe^!LRwRLM4Q@$zwkb9tqzEa
z%Mc1!CzN{NAg#*p$Nq)gf=M;&m8uTYIBZ(6QblwNyOQ~RihcO-`lU_bJbdyu9vbH^
zzAsFc_&M2LDs;(5-s~+-`D$MOYMI$P6(zK?MiTx{nPS|0<!{Q>=nnU<j-=7K-}c)Z
z&Gmm$G%%}R&xf_X$+>Am$G@_iYOrN`vFtWc-;`I-s~+*9YkDsu<GRY1#iFA3;-#4w
z#J6(v9Z)=--9xF9o^#EYwcy^WAL`dhee$KQ>5d&QuKQm8vt)aF-))t?J!zkhI39EV
zeMv>-h420YpWl6!sWp1J^(2!gf9ZDClMbKqOz-woiX`oQ-Z&J$;ZTYG$xrP*3r)Y2
zzBV~YZnH{Z7pML}xBl7~Cy(^@OW)OX^>jG|-!r(n=V)JzG8Xk7-NNShq{VHENY&(%
zLmS18^K$N&++d%nS7U#?aQYmT;US80_@3PMEh`*!Sg71t_C*a%#`#8NcP$Qy3|@LE
zoit)*XUCXfNDFkqTiYqpi_db>`LUEosj-@1aoj=rj`C#DU+mGEN-HiZW;lP23mgp`
z*Gl007Morp$6YKSa3+i^o8=&lWWB(LLqZ&#5&R#bs$=dJRcZz;`b!yF+pkVt7IDq0
zbLY0cM8jUV<$-nS3ah(vl<AfE&bOumPYe9KlPb@@k0wYb#6wQWd?&+c-xE8wtPfj=
zj-1@D<9yR7K*r(8x~5a<ebSbmoU6V@KjvKW;2KIksk9~9`N5&pzxK8@eeP2bUw?pk
zzoE^VOc~YQ<O`{JJq<FdL+eBned1HLeG~I~Ei|bz(^K^*zSyGthcWLJuH{6#PHT0a
zx?SD$Wu8}}mg-8ETZi=)Q}}tZkL%NkuGgfLOf0ZEiHO`|;OtNMeZid-mX8n5&i!1P
zpKyZ&g))8B$<Bbb{FpG+E`<{nKZ9nqC(m~r6?!`K!t(s=ytjHq;FMCitIC`xtuz0J
zKdPrBZ)&*eQoY=<_l(DR!Ks&YI=ZH!)zQyf_4b?7(uLh;A6wSFt?&FJ=>y*;vGpQ*
zeHquS+3M-6GP|QWrHY^C$4hph-m6vV#g!X_Bt+z&<{ay{KPkMx!SZyX`SFQ|uX2C;
zpY&n9bvi1`h2w*qLET;FAg|SDN)wx2ig)r2F9*{uh)4F9jT-D;^_*SksmlYtV~1`(
zs8t@CFwE>*czd<I(`9JA+S2`NTT{6RNCRD~$1CldIkl56Ns!zk>8|-pi_|8)d)(TT
zL9`&VkO{J0;RypUOD3G|H(KbC4WrE6eFD9-n3mQae`CO;N&r=EKe6!&fbb=cWqBa%
zXQHD9_1A~ijr1*tW*Y`}xde_0>Gi$ne4(`C(s25sjrqeTKPo<HcpsRk9aVR)D7TuE
z5sV9X=Iyze+WP8{tW<h&jGj}6-CE`IN4M8nI48KX(XljVj@}Suj*GF9*L|CFRmrKg
z=li1djr@S~9VQcw8^5OAOWH3!^z$v(u^^$z*iywMmx--!OoXzJm@FF3ZDHZmQr!B%
zsrFdT;DY&Sov<<?T8R(KGyYl9{fQeSiaF&6>5AR1nLTMT<KM!st$lwo(T{z3^3>ho
z0mdis$s=)X5=Sj6nmwy`-!kkI@$<aFJROiF*`Hvu_PBWV<1sPj$NCG!&poRJmP{AL
zeb-p{x9@+uX9w4hN7-6Bandv`P2XEO9={On8R!<Z)!*^v^oxOH|MR@s=Fg&Lzenz7
z%x@K8SI|s|KVrDvvV!TwjwSW4UMCM~KMza{Nq*&&e&T9LR+e2nn>csdNUHF$Exy$k
zlFD_Q3M%FII%J$+9Cn;--8oQoEQ2|fb|`LKy2B-G&3xva<QN9=^1CZv3#ZU;<w>RS
z^rxPkH{|3OWHmpl9crHThQd|TQEl_HP3hM~$5|o2-i7dp9W&Y%8^`O9^`Dhj`H>*Q
zwLS7|tGVDy?tnN31|JslpAQ*!c~E<P@u^?vR`Y(!$aR<Qi|3<v54HaktH1S0Dyj9I
zwN&NqK2a;C{)n$*tM+NesjWffOMc$v>|BkD9M>#I9bbg&MP{GcZ?HLOMCn+Q#zOeC
z_^+o<>LO#4BC@-fG~B{lpZ~nTcSt!~WVmU8Lu4!#oBvVlpQYcw8~htD($DxVaLz5i
zy<${z)b-1uN7<C^VSAO{-pE`jX7^K)?bf%1-WzA`I44c>75j|j?cj=&8(I`&X3)Di
zNB1FWD208VqP_LkXDO|eE3uwWO?67tc*F(hJUG6_>xeK;8Cs`g92jB#a^$X!cL+}%
z(>ndT5+)}fZ{W(wWtweuPid|^WvY81dq#S%`Py|xQK`)Ax=icHm*=#-IkfJX>dj6@
zQz`@JLsm=2Pw(TVL^2%`^?jU3b#5cW4`X4fN(1LGy(qfNky(dNoXE2%gkWfkU)Dnm
zI*AfnBl2M38DF`Y8uL|;EoyU#5qlTdxLM~!Wz-oY4A)g(db;gU3>_tQUB#W7d)r^0
z4l`T*e&w*QB}ea2gi->7^s_GJmr=JQ_r_8tdwW%EkBs@cMBW;{H)}kXXWeo;bKTd?
zvkC{<dQ};=_1zV%^x;UzTpzXT_kE3!+YGO4F6p?`2;MU&oVEUy+U%oT!@yz_o?tP#
z>?D#Z()79A=2Z73d5W>I*1gu(*|+<n<#lEwoR9SiZJLRn`Rx`^aBJ_cQpevM_PjkI
zMkgQ8H|Uhn-{`HsC($~R7hy3G5N2g=-F*~&Ll4H4L6H}gn=4L3Ln8_=IGVi2P?_G8
z^*kVlfw2!EExHB60nr*FMNL{pW-DaBB;FC82p3G_Q@8Obxbj+6LE*ViZmis&@u1Aq
zQ4H@$`1p>#EA8Pn*Ymy%hJ)-*1rH)=={c#)qCR$-awxXlu3stl<ipA1#uU2w9=0A#
zK;LJWAbGg@Wu5n`6NU<IH|HErKNwEA)FSkTt$MUp?1D_=x+GJf1LOqh=YH#Srnq62
zWiI}OPF@7<v7TKo7mj!qMY3P%sz0&eZq?CU6&>FfZ9Z@6W7smf?R@3DZcN9p-icg#
z%4rSOg>;Qcqh;%X$pPIGMZP4OXDV4wwUfB3HMBF9D90bG{y2A!Wu-`qR<Bg{$C`Z`
zbXHtBx8N=wN>P#ny0*Q;+B@yVW4Q~T%g=pl)sn2}Z7aLY;2OVPY1ziRovAU|+mE7S
z^oe)(lTYFa2gIdM@$boLvbMYV<m9GgX3kB|BdRxB)JTrD_FVaSf_=TMevz;E)Z^up
zz!}vmU7KQMb4ss{CRipt3}6Z1bUoazUcHLxuFgr7e93U@9Ly124*Bvyi2I#sj69VD
zWAxyLK{XmRkEmpIr$>vmjvkU#j*k}hR#Wn<ex@)lU2GZCU*9b0lT#a}Lw~YxiP`eW
zTY3iv-%%%qY+Z$xP)EP|vdb)L#x^GgGH#Z?^$on)$@)Osge%1+NiO7iH!Y`az4#yM
z7l!J(Qv;v($}nzov0`ssBe=%u=E;rqj4uoLUY4(VpftOvFBzc~%KWOiu7qndrDtuZ
zhX&`b@!lN$9Q|tDIJa&Sscz*shCS|nxiZIAzP%s!a<*CY{-C6K>%P-&v&Vm~Wr<g<
zzGc3LB3pjdC)Tlc7ysx3SN#HY_V)o@RLchIzig!2d4q0^_*(ur^A#S#JdvL|R_sV%
z(*HS1q4@)i>gSE&jgJI#ctY}J>nrC}%SO$s-hOjkoT=amWG*v2erM-2g~Dj7`o@7y
z_01;nfF!B|nK`bnjK7`<=Zf*Up6k=(T$#j5^>oF=Qobp#reRQzLI*Vkr|fpwKAO*W
zuh%bL&I*dga*n9AsJuV3%71*r*<1FhEE*;vE420r3o8F{E}eLFEJ5w-srd6eCu(@o
zuwi~S<U0?1+%(O3xtZhq5B;M_zgDrBBsWD(U+A}B**!it65bJD8=Y<~u6&HW{1AKj
zkJ18W%FWjz#(7tq1%K1^Caln1C8lN>wZ&37@z<?gM?~mOTPQh%y(@CFk4~^0@xD%V
zKxHE0ITvU2rw+(uMHzfXPIRa%@b6r|V)EG>U#sDYg*8!+!y`GyxfJEpH0$rm(#Cw8
z%Sw(LcHHgLo${n*zSI4v_0QF&im_66XWn#YJ}7uPol|pXY0-~{`nrovcC%9U`!zZq
zZh4#K)tSVU_xoF@{&H+nIogM_Q@K7nM7ZvQpRN1x;I-n;wr;!^Uin3S>!8l%ALl#a
zqn*i@ep}+5-o2Sw(M$1io3sOr()sJ1w{T}X-VlEL>HeI{(K%9Y?23fWuvaBVm+byf
zpcS}+{WQBC4V!B@zvA2Rm+J%Wa=gp4-*?Et)Ld}4;b*-MgG@7Z7xwKtG^E~Q!?fOD
zk?vPTW85!Sv&g0?KB4MWlr{~G$HfCtB37f~hOu<69-<EyhmUud>>E4mB`3S<%+Oe}
zf1;Ojr&J8@s(lmLi9*FILmZUoinR^aQ*|WNB#K;PPLXa4=;@bDd*kOS^3=($h&52C
z*gdc$iSP4B;4|B>Vig4$sZ(rUrk?Ej)3EzS+F6&({eoS$=dRsU_9!<|r#8{Q{%4hZ
zht;3rjw5#@<BTPjQlC|OPI)A;sB_iz>`K`h{ib%s#;0o0-1e8!wtRc}*(s)~`^<$a
zib*L?3<e|KY)WrrKjvQ6yKeT1>&hPmb3%K~b2X1Y>EA}5y6E~^6Fc>Bpxg5K562QR
zzTP?3p!PO*{L}%pGKT4ZS+ff6WTV6ORf?IZ*-Az93IpbY7ZjMzuI)0}=lxN-k7?vh
zV0#j$UM%yJOv?H$8>73=x8*g2Mm>qRpBmwo&i+Wi!OcxcXWc>{kI1L^4=Gj&a&s%T
zX54xB#~{)(KqO_Fa<_|p@QagW`Qn05(7saF$XV{N?1yZQe5*g(|M*_U8c4m|dO%}l
zGv&dH-l41;;VhRrX5yN7-x^o)x@RTW1X!?`A3sxeZCURCXTyd7UcOTY-YAZ+v|Lqj
z&)g?*C2e7({9DGbj=W}8a?QN8bZK?h+Oto}hi26_&G&gy8gp3sf*gNTe&XSOR+00Y
z(xZ4>pkveUjeF$@G%dZyPkYLkBu>RxZ~4?;Kzn-Kp`?xBw&za9UARL#Pi+?UV|epX
zhYIFIfsq(3{Yn~p7TWJ2_E&rCBh^~`hMommi}|lkda|5sqr`h+;z~*KsC-0fxc7{<
zZ7PfR)o!sb8>pT6FV&SiSR7b=l0p82nJ<TLS>Uas<!;nrGagdhHU+olT@|Wtd>kBj
zdT0IlMdlYf)f>;5U;Nr|@}~i9SVH62$-7)yTydrs&m2iIdp|M)DKYo-tmqi;Owpxv
z=5@0{eG)5i)GQ2bN@k}V)vaJ1Fyzxss^k0Q=HOLda`{xl+bcT)PPC>ywBtRYYj%dV
z)8MeF^6&9pm)uZZx+3kSU5*EWR-WIlcIO<|^Dw(+Eryn@T^hpMxXSM~HV=vOCF8z3
zx~G<F!swiq!8B#M_{LSk;~z{e6h+ajc_ZRd{rK>mwjJA|CayWT;YA4ZOgv<)j!|h>
z^KTe+dU#*8lu_97g)ZX(r!+m<&#{4<hQx=Y57mwyN=$qhJ;u(0i!@>7guzD36Nb;L
zX-<5+w0d>qu`K2jZl(ULKVp7yYL%$vuQ;0==&-WAb61O9sQ@KBV(y&ka_q<6hj*W7
zO3v*M?E1)RTeymn8MsMNmy<8DA?UX*3-20(?Lt!l<MOp9YSJVM&fjW~WX%ezOI|@?
zk7v)lI;u)>wn(OV_i8Q6(2{cHO2)Eny-lJWGWxk$cgh$8>FrPdxLCdA@aSw{r1kbk
zo}8(H9KV$dx8=4RcI0z#S*6pY(UK9GT$<OsKJmPkdYmvN@~#4ZU%r^8Du4!KzhXAm
z`fDNmMZf)+zg+rrM%N@hc`&YTLcG9YLg<mz2WrpbR1KyNGhWc^1pH9+PPrG&I;C;c
zykdpv&ZUPFQ|yx$_N|+J{%nIp^~c`w%=zZ+9Bgi7H|O;agcz_>ID#*n4zb)m<UGMM
ztKdy{I8RG<WBA4kNp6#OO6kAbJmcercce-GIcH8-aQ@Mf8>^Q$y<v!8y^v@4z~gNZ
z5AV0S`OV{NMPIV;T-D)wJiTELt-$?P+JoGyia8G12W{TG%CYjs(fJW^T~3Wf)9`>J
zluJ8KEU>*8zPfA6u+9U2?trKQgaO?gPdb)9Ff8|t|8~pIq4SSyTG(alCG6Z~QP?a=
z3{L8L@V#eN_}mciP%!_#=F|LjIw31ICaFx_^oXP?Heg>T)o9bZexvQ0wXBpYJbj<k
z<XqpRe7%@V%`DvH<+W>gq`6^8>kHMTv!+d+S8v?fz9gufw!}io>e@3A#XT(5l=YnT
z$Kr^if6((CL01+yBfgi@?b)Z7SbFHj+x`6cS7Hy1Y21Alv!_x*{`cwT^)xQ5AG-C9
zuJcRwW-Uo-KK1Hx@h8qV?>1g;X85sQUx~@srh$%@>gA;;kM^VuDCvat%FH*oo6inT
z#!X8Vr~8S0UwLC#`;hF?%lENcg700f7_&5p)2a6eUV1sx96oFnKO%1~*hf7P{Qb;=
zGEWzf(eO`x9(Dozae|*2L?|z<g9Oet_nFA@wC0>*QeL>eDsq*B>ix{67v8y#F04Hr
zz|qX3kv^e+I%jxgR{k5o#>j*r|4gq_`(}(`!tl=cyfq|fgM-OYni^RF1)~dVwyjKf
z`0*fjMzOhV={A=b!PJcAUE%D@qqQR@&n%^j4{0wJtx9kTj^>P}y2y3XFsIr6Eqzb^
zctT!n*NKscuEf^^r{g<?DnuxcSYlt~Z+ReMDBsOWOYsnU=v%FF`1a)$l;17ZgX5*N
z90QvuA4jjI92;4ErovCO!I-vml1}%`i>;;Y+qFJ2a*H!WIn;=`xQiWdRDQ;yAUOZ_
z*QiwWah|}l--YW-LmsDm-k-a&p5r^GqYguxS%OY~1fs#LcNaWVetSdOQ-yKs@B0+}
zFF*ZxK7D)e)|JQi+(EILTIz@z8T4pd^LB5&E@Qy_PM^cg(L$S&qO7?|ygzv&==#d4
zaR>SSZpl22vvCvo%tx!MlQv3<yizT5%lFn6Y+S#Uf%1#t<V|a-)Eb{d#wHhnM&n<E
zj&6RwF{$Y?mqce^o4>>zmid5&N6!*iJsbl#Oe(uMPI1j{9CXQ0$YN$b9Z7Z7s9|M$
z->dpzRo*ANe*U^A`j$esTDv=GL*)!_zUIdx#ga_V+0VXFNo61L|MJB(XTY7VqF*uB
zRDbQ9YBJ5K$`viobobt(^6V}Xzh@S0X>k8^o#mOSOBMx38;{zn+({XHH0eOOyP=Yy
z%w*@|wA@_<caJhWTz5fyrg}-(n61h@zkJNQBe-d2Qp3V`+4q!9Qg1!Z(nm|6zFpqQ
z=ZbE|;bv;Vd}7WzF~$Un@I1BcABL<{C(&HbEeSM~1o~pPL+cv2GtTGpU$9HqeBR`c
zSe<~d%i)|GqxCzFRw=eKi_|bQt5?fyyYS;=S^@XnsYM!ZzeUdL`y1%5<}QEt!?0<|
zgp=}j<S6&DMAs^;&=KQvW?;YfaN7vav%vbA%nxSF@3d^Mn?Bj%VHRe1+{se!D(hB(
z+6`=ab*HX-t_Zv4I_)PAv$T$$!XKIYuJ3N>!411U#Ffix@or$A`7JZ@W@1p~N%E+t
z<U4s|n`~3f3BTk0A}1(2W<~3>IJOAf53O8z>P~#~*O|gr#aGKc@(E6nKT5*0T?NWB
zB%CuOB8#{a@Lw&rxQPb8kA$vVX_M3CWaq@-4OBzYTRAM*X!#=fB#vJ=EqpL!<GvTm
z#bwtTsf*uaTiC@-onf-dl*v|D7g?(tWhlhaNHen1PA|PUsKCt2ytFGvcV@t;iZ|_y
zgX)uYw3h}GmrozvBFuU5$Zu^<trZs5oQ<-6;yP!O%}V~f7}YkHtsUZGqh-<SJLz9}
zn(d@TQ?7CT*7Fw3o^O3B<%cLOpH)utYtSb@wrM!Dew|C(EqPhPc=NV4v-4-!-0j4y
z-1E(3p5~OuNAI>~x?Hikvu%_9IY*sx%~b)8w7NZYjh#=^f@dwe=_T%tKO3f2+i$dc
znEidYt*3$btqUi!S#DRodTE#*l_Pd1CzVboS0=jbI)k#K#))8q6n{bgADeR`My1j#
z?n}$nMk}+@n>=LoFba5(`6;TfHMUY&M6*QDB6z)^_1;K2*LQqr$!Euordu6+u)A)8
zFS=R(hr+e;xQ$P$%MU7l9S9WcJ@Q&=zwlb6ZN);7Va+t$UTe+vJ4IHk6=6zbxGB!u
znYPDSmN}=RpyS$t>WRu21~+EWPd}~|4m(w|3aT98c*gC**C$|Id|FJp`F2|3(cW#h
zc0C?_nOKvc#yF7^FUftzkoAn5s+m<$Vi7HEHdWo*=X67Bq$-&$#DybE>nWXQR<BLJ
zA#S#Z!KswWW%rdwC`6h>GHkD{N*w$Cu48LJ`%YnoLn-Vpe+tY}c6huOVl1iq`CW=7
za#xG^9o<A-0~so&fJrqz9L{P?ZC29KmU-F#4^?jgRpqw*e{Z@wr9rw&3F%anQc@ZW
zx+FFwNFyZ*f`UkhG=g*~DGG?7lz_k{1PSR76#nzkd++;u$8el`#yzrm_IlQuYv$)`
zSrBSf5o(n?%1O$@A041C%=xm!rpLXG28E9?P$80=dl19MW%ucf3%|<=2XWJz_y9qh
zg*3qw)0b-QaVtM(uJSxJvh-PI93j#<rgKz8#eR+vkJNm}B~0x|fqJHE+AU<nG}Ze-
zP1T9#wUK13WRlu-Pb#GX8A_uRtg1Q|Cf4}6DY}Tm^VTf{Gpj#eQB~yJPF)sPN;$z*
zzOeHv%Yk{GZ=LXlry-hWR!YI9jxyv-U!!Di$E1Vl*oHxN2%hU*`4>F!X<j6D6PA{9
z{Y#V&RN}w;5wgcNua2~fliEjwKyp3)_`1<z#R{Q{&75q#QB*=6@eSHk^^jHE1vvpi
z;l_lb-c`r0>2T%LK{a9iq!-m4m)evc-Sw#VG#U6%W#K>e=Q&pV6NPEE75s0WZ&np7
z4K#D+Mx8h|xUgx{smhz~ne^+%lhEqu-FI3U^J;u|$`#jmPigMXZ{}Jir>ooPc8nTP
z(Hw#`Bu!Wuhc?Ygi=L&G*rwinC5k$^ANSflCQg>Qo5G<uQfQQcz56zeIXqDH^B+#5
z17oK?ONL#RBb{S$kDwX)6m*U{PLaEEV((604kccv%@Z;np?9q3aY@5oUa7O1DOPz&
z{iQ2&D|-Ko`ec}iA>-(Ity8WtqRlD8M=y%FstDtT+Ak)Mzw5Nxoz`-8)3<EdQ8<5-
zHfN#N?&9lfIs77;XM{A_Zp(4cF?^$}?jS&Md&{Jt@8)@(Emhr3Bpc_R2|MfR(*OC2
zIv-a13GpNfN(}AtUxUm_SK}KedWHl!@kxTt-P7n&DZdHE7PrTP7Hm28ho?^*^IPu~
z@`O4REl28No~y;n<z5kZxnEbYeZ$d+rHMR<#R^LSCj>9sVT{D<w-(iO<1}vWFFpy&
zVA5+m7Qg&G`RE+K|9%bp+i>q-O1<{9MOUnxO3OrlnU|QryJtp~$4IUQIlrxzS1H62
z+`e~T?axfv7gSF;nJen%4pmW@nBa)K(c^T^z{zWb15^1k(ltaHk4Ar7?rfw^!Z9ic
zoYdI}6B&pU-H;qFld`2f^MKAQJHwIjj8c47@`qm}gAdBRBKl(QG3Y<xE|X-jNWluj
z+7?~8oKJ5}P-?7xW|Hpd%LuBq+nltyc?QoVPruuFrfCi?T47}dU_UIQp>z^Kb4sri
zyi%Q6P>SCe5|!0EEqYII-yPddH+PFjvr#AhYQc%&%g^B-^i;>zDI%(7E5y1ip7ITO
z%rP@g@V=|LR*Ef6cjR3`-bzQl=*&u+#+3T|ph&nSG00B=*Cvgw^xbRJ?4nU~uf+8i
zoANa!-l^&7IK?ixB0^ybrwYNn?)U6!FUB*)B@TT$t1qHz7=>Q|{0^f-ZhN^4rF=Z(
z*u3RZ&U3QlX-v;l3Ac<HxCTtg1bkF3Vsp^YlMZXv=UzD`xG5+i*r!A38$gHM=dqcj
z*yh(pySF;{r=E25jh*<LCxb+Z9qTmQWd&;GnyOEj(#FWoZZGp~iZu~F89n+id#O$i
zNz-5r+5HBu%*|Csfp0qO%;(w;=2~_N(m;0COXme82l5Q)aV}k<wqF!%U87;ddH<_b
zp(Ou{v!UOSer0-HUe+UZWAl5_{(dSIG<t%<vHFCY6FiR=9w+4q3#fE&*|gotQpuHO
zB5)|=sJ2YFz?0UHZ@^_^c(0gF+2Ov~EdDp_p0D&~d8|q0t}?qi2_5%~zj0Da%*v7%
zd^LUW+@GNSoT|ZeW0)R;lDbAfE!|9mXj|6|R_L_@&jPKO{yd%5WrL#7DZw%oEju1b
zVj+W)&v{gL2qtezaonz{JEM4^N8ow2R?l3LT3kX0G3_mDwJ&!_Qc^vB%MmZ8I)9w%
z;`(9gw}@@u?Y+$VJISKm%Jb}778zo}ur;ZRN~hf1Q=v2}DH^BD!>e@D_c_5fCWL!0
zSSb<zT71hX@FvMS4d2wL-7&8@E~tAccTod<eTUeu>Lo^*<i%;H`keZ2e7$e@+`F?I
z)el#)Wo2IPP^P{iKe%xkZT4*1#iU2VK)pB9qn*Xvk}=!l?fqdUBICk%8N0e+>5cH~
zYsvLbPZM|K=o%hc5GN+7k7?zieJ_$sO(ukPXV1&t5K6t+C)nQIug3rCG`>zQ)Gq92
z&dAb=pj&7@_biTuCT5lB86}7R0Mje29xlZ~(xun57n{pfR^0FgZl|jhV`wsDUDH3R
zkfgA3Ih?yM7fS1e)w1+^W8!!djFq(g&m74ds$1k9Q3My>sd7t_-7|9bk$q&CKqC|H
zIj6-r@U106cEq=a&Ptp4JAPp7z~o-*RdwvG3jvgqcl50zVjJGsT2QnXSX(4g?=ms|
z<{Vtrj7h$RXY5=2{K2NGES@O|yK!o9jovX;_5IHm!d`3GY$tmuWKS0t_3rWrR9_9t
zlFs2~-Xy}l{*9um2Crfr&m`ge^vg*f+l3`I35GCh^!w%)^%r(za~jB`*H`7MI;{oc
z_ay2Iz8)Dz_tU6k-yAB|piW|@+0PG=+L2fhRky;joFPb^!oM#SmKn3V?^4>ha{oo!
zd$BOl57|{I$)(NrX5Qh*PrARyFpw)W(h$zS@|>kLGdcYgSD><QKHEjziXN>|ZgAJn
zQzM~GEv8x!QjO)Y8yrbxK=p)ve*X5}P+Q8zJ;`j@ozwAT(TuWSI&VkM54VX=b29we
zq&m{<vcgM9Wos>MsL$sTJP4v1mm1sl`}Q1LEBO2M$-`M$&(-HxcSiShOc=(|Mrui<
zqQoxDt??VYzKs?IkrdD98(!lygy@83*E9EB5U6*RB+x9tuO}ADx%7v`DrrLep5q`9
z+WFPTo|>m~7DuaY7tiuLG;x$BbnpH4hPt-;QE2jJR_NAQsZXL}_>WUmq`k-nvwG^w
zg-t`B83~4&<fHL`{lO9guE_Sa6IDBR-nz>KvmMW_W_=P=eNy85c_24^nWb0GMx&=|
zuKFh(q5N*j$?@093!4k%naM76!XyhXb6>o`O>c~DFd{XwRF3|TenR0r&|<17$JfKP
z?kGG;_R3_Rl~A2XD>m7_!bjjVTK5?1(J6M$f!@$-;RWhr-lY4#U8m%#$-2MFc$Qm6
zJKU$FrDd2`{NOE3_pP-qBrkw==7$!RZJT&oACARr6joddSD4gL6-&k9kM0M<{nS}~
zR~b(>lH=>=)qhB)vo=?r@?DGzB!txbfizLf75mo1w%078OONNe61iC38ph_ElFXX=
zv8rqGZN9$o%<V(lOcU9AoHaDTI}L5^e6Bj0^NE7mHe2TE$8Mr5GCaDT8yO5?=PBfa
zvjj^>*uNvPdcYgc^0Vxy{=2FDiP$3(Z?F&~-7P%uaZ+MjmL;Mz)N^PS7#P$K|5P?Q
zBRo^`*mGEhl(G4W*aDh)g?RS!Efp*Lt^@H%d^BAn!@c-WoE7icLu!?qyy^P!n4?dP
zow#i>U2eRi@<s)1A3Fo}#h$Ql9@FNmy)|y-J-EmGmRe5mOmF=s?dqCWzYZjBuz7Cm
zxJ!L)s|{&eEDuv4bev*7+!4sBx&DT4#-MewNo6^=4<pO5Xxhq;VSee~4%mU5&rJ%t
zeUqo*mnf3L$Gd5yR0qoNPwt)>G{LsbSyjMWD-e0`c!%(2Hg!fxyOZ(Y$t#8znttDZ
zJPFaZDH%zu6pqP^qPy5yen4s9?6XY$vi*;_jjE4b=eK+Fcd;I3Wo~}qk|D=_t4Lh5
z!E4hh;1=zpi;IupH*q?izr23-eW^)yQ$0T&xJg6Wsm|76O&<8-wsn11#3~Ht7ZS0%
z*3tO7@#Gk?_3FdRr3a6lDAytyDQdgJOxT)4bDkD?{@}&dKTYt64^k@;Zo75clsxbV
zML9Vw&<xk-*iN6<p);2ERewxzzxk-CK#-jA#-$$|RaI5|iLUV<4h~d=uf^_Ip0%{4
zfi!?L>0Woc41sKL!pegl?LU!`6deNaVuvrAv3kyjDG3G5Tbnc<(U`P(sf-G=^0lS0
zwhgiGPIGK?*uJ;i*fuHFt&|TzKM$3q{JdPjU~xh>Ymwc{l0b;w3s*|${z7YsM;=Tx
zC0BaTwyHe2mm5>}(3fd^`{i_|hyvAv_j~)JDo<pwl^$7MyVS)yOsDb_kAs_yFcy2@
z6tC==tNhQeohm-e2a~3cm}A0h*lIpXT@n5g^8<Z-b4hk~SI2hJRmD8GUa?GI^EZ*o
z!o4`-OZ1+H7OjjEHDZHz70k-<JwBnSW=<?nGrU%_j|SNiG&WMC4O>Wd3gSgJ4yu%Q
zNkl5NtgsfWA|*?3M863{Jzg9X6&>gOMBtAcn`r^f0gTPyY1X4Iieh$gsZP-iF_*y`
z*;ogwjPFxl=2kZq)lnV<n`{)XGQXr?^$pkdffh$Yme15w2XCD}GeAd8=nT{HrbLPQ
zqU$PO>QpKRVTZMbeXE5S#**>7yJYvvkbBu;sKrJVPlW)qZ1_b|=>;lTF6uowg@FnQ
z_l=Vp|5&y#>jm^?Xm(wP0+~Gam%1OF*T69Me544u*HP-<a~R!myDK>PiDP8{r^Dcj
zOyvigU#0Y)$6uVoAw3<wph2M`CaT;-JbuAugL5<|UkS1cUsUQ;)Rwd#qpcx<JXVt>
z?J%S+Ou%+DBnA0j+;gbtGtc9>;#e*uXQ}^)o99=oqDq)zzZ-YZ_SP-b)qRR}<MQJ(
zf(As?J$Dkl@FbNvDx`u@KCu*DpCr~*xa}Vda}ZvlP$np%K&984O+_y<ve-`&@^!im
ze!U5wf05Y_l|6w~7E1sA@Kvg-nN-fHaO`A)*9U(9BiwWN^+`nJvdeDd9S%$c2VwZ8
zJ9fSz!)F5<#*<>DAL~y>0`-$cKLoxa?(i$&<=$4Y?Nx3&`Lz3JdQeMc!*q9qrzI`u
zIYHAEtos$KtyKNo*!zSZ34XA%`1_|du1e2(WM}b6tnbOaYKh9-xi_A4q;Tb`a?Tg-
zR`k4P(TFn$K$vRG87=bbPbO~Hd_%7{-)t}$!V$TQOI?Glg1$4x{jq{XoYeC)z3r4d
zGt&FJryXN{Aj2c>3x@CU?DKzGFL00^KS@8lOe?dt5*XC^6#H5|cGMWkghZpp)2ZS@
zl^Ln$?~a%xIAoXLkWu2QQtq+NQ2x>V^~WY~;$f4ff$RG5l|`(h7j@HD_K3`4h}u3B
z9BIrL$KHfnyH!X)t`o)jZk63y2e1Xh&L;+Wxr!I^pqIt$w$@?nlGvo~Z*2n{+d1bD
zNsp1xv<5DV_S?huQ_p$dna1She*Upj7^&Va21(&g_n%eic2o3M9Y^QYm$E+h<EnNL
z{Cyr=!wV_zcLR9#Lx^v%;ru?kmwj%_{VB^RC-6wxCx6b*M*!(7?D8<*WqPwG{*#d{
z=f5ml&!$O-@SF|cpbVu5FHk}YVP#B|5}n9pCPIIWcyA%)?5Tf4&wS^{*lzm}HbJ)c
zm<UgL?qKBW!=GA)Q$pLW!tA=d(X-saKFfnx09Oh#dfu?RZF0i;peM%n5ErXlx3e-Y
zB3QikAT-zW7*B_VfDf(zlZTIsIu1ql_IAu;o@9y+x&N#wvaDG!J-J=yzkdB=XU?k8
zT}&q*W9)9n)gQHK$JPY$dbpDM%R-trvj=1DZ1EIT;J}l4I^Vt5IU=W2b6o`fc(A8c
zms|Xw4`fW!iK@P>+b4ztilZaElOOR{O7GuzCduaWsXDvV;F>9sGm2X=ClnQ?hr@qa
z!R1jrWt>KMu4qNY3L+WV{^mcuUIjgTQv^ip|Gqn}VX~b6PZnt=GLPpeJuzn33a=T*
zcZogS#8CLlC$xjBJoV$|uc$6#oqFn9V5qz7t8BfmCE=Joj<~q+^hP&=;sF(P5B7Oo
zqK8B=oPUoDoEnZ53AJB}h=e>)!{*;rzHD1~8`f(d;$$7yzlTrl%hcKvV~wWyH63Y|
zO%{gL7B<i5+K{Ij(Z;wNyN=m)xXev`kz1Olf?_cA3G#9OKCwd^CibHEqTX;;NW~VJ
zB1?8^O!5%_r7HcKnWEEgp<}uJmLBPZ>>7Vm7o2eZ{Tv)&79cV#xykfys8Wh{$o3F~
zKD;KOE_Z{l=id?k`{@G2Q5{WPFL5zk33q}w`J@VhnIrT6&+4ZFgeqeGkS`O6pWfBy
zG(t3l>2cOVv)M>b8~O8`gfJXF_*DPaR6}vG?H*3cIshnujOX+BFLP6$@eU>o2##fZ
zT1TCvdYkg!URNEy78!|P$_&t082Ym9LwF)jO8JQYJbE5mo{^x}+PK8@8~8g7UzzgW
z*u(4@oZfQ=au$D=g)qD*CQH@}+qw2>eKPz9D@Hz<#aAnHf*WVcO-Ra3gwR*2GD<!S
z(?LS@->1d~#u{W?hEAJ_dXJ4;F0n`V;l-;I#h3PeO=6bOs}uu7Dkw{MeefbWQ2+0t
zR2^1_2L*kobdx5cdQSTIcCSEvigzD#MgO-278{EH?{+19rWXT4kz4zQ86+4zSX9Eu
zrnYljkpL~!P`fsFgt{5W`QHc90!bYm9Ub&BJmgfIVG>2jidqBV|F;a;Rd<&3ru_h)
z3}d5>unbE12Zu%5yU1#h{hxJrfU&!lb;ZElu;k?A%yP~ZsdvU!@R^o4&s6`n-}!}v
zXs)=*16)?dLVeg@gNtg@#`_wvFQ+BmP4E9bQWp$$=9-iS{C%WEGvV`u>?<A9gO6*D
z^-&m9CA!XrhSYUpH2*wxEjzW+|K3;C%|80+eZT{Q8EOAG3f48{;>O4JA2qf@%uj}W
zf6x!HvgUJr^I$YA<ao~c-#5tT$->7U3@p}RaUvc<e^_3uoa@;X4n8cQha{@w*a81F
zRgv*S&b6QvgoWzr?hfcr5;Cor1ujZU2<>+@G<L-JyOG_!!Tc{N5bcp)YJ#s^8%e;1
zMv-=AD8OG^a{7Wis1z^<^5E4t0!nIbejZV8GBPm<?4r+g7A5Vp1vw=5x@eA{fx#+m
z^Xh#Mk<a>TE^5PI;FYk67w82PFw^Q)tqH#%@*K>>lZ71bcf<HT*0Q=TFsS1|viAMi
zeV}7Msc!`)F0i>htIy#YiuA-76p?_xPV@KR<<VDy(x+qX_4X4On`_uT1kMo*`$i5q
zfY6VqBCjf?hFf7?9ySmGRSgYOF3p7Fk>CoIHr$7fGLRF0RG-{oNvQ8NHXorptSL08
zM_H$WY*!7DwuhC7hUl`-Zy}z6Ss481=jRs>1Uy^Q8X8#>R_H_of<0We(e-c3%19B8
zkcHbsrCmf$EFu<FKcPlx%&4FwdveS;8udZ9_ImkjXWD^r<Z<r8OZWim0RT~XLgQ<-
z!|T_tE8&$-g`WNqt-=89jMoiDiG4p*!9uTKBO|aNXm`u6AKGe%>OE{^%yEB1k8#U7
zaMOW*+B~_&5xZixd+2HB{RM__i1rbdGvL8RFPz6%|2?sr-t=PDuAdQ&9-u3osTDDQ
z4K6agMKKJhK2^!y0?dPZ-=3Xl|4o>svSoZH;zy~WtMFtVQH%fz_TqZ}hQ_z>e?Ri_
z#fwP)D0iT}0ZfTw+`05DJfRvemx1M#<s6}vFX1%;GV%ULUdZDU)6vn5gJw*(mw<o(
zY&umRpPD{5pq0JN8FEA)1G9d0d!8nea-_8BJy*RdcOQW)J_<)A@~yjv_HH@BkaF(Z
zFUcY)7dcV}QyY|2<d9R+k^u}Nm;vu7Du-bwfIzb!9mu@F8g!I4tFn*!;)W>97zw5s
zG6w{~)l66oQXP+0Us3|;*0btdAPDgFP3qZ+Miv%RE6M5+#LXCAjJV24rbObjdFEoo
zHP4D0G8MGf_T)Px{w<#UVTWZ&N%5w!F@|}A9}Wp6t{pS%NZ$`;K?3~zIpPc*F2%&Y
zSbf-}p=Kn{^8aJ<F$Gx{{K?_6k#gSI+LGX&3k0$#6(yzZa44X(3QdXr?%$5{u2fPm
z741%2w@i#E%@N<>Y@v_nAt=RZ6AO+#Q^hR8wZiq+%|HtTPcu^}Y@&cnfI^*|oG?n=
zN-&=Mss;ecHt_^ZyQz*pG(2iK9J0ZvrO$ivaE{oC_dpF0Hkm8YgBb>p)3v-s0iD$V
zAwwSnmO=wop+{o>aFzi}lT_D&s3%7%7JPdW!_pB%JYILgCAyxQk1sO;2<l|Ly}fJl
z?oLhufY5gzt2^g3^QQIMzB(nYVJ0A-Ge1t62?nha0_fr$9O8gu(7n*%#EtAJ&Yo9)
zKOX_Nis3RT7hI%j$Q0GW(h_qm0<c0J*bOl9+G=Xyh8E`LPi(0#Tn1Vm6U$Q8YcJ$`
z8?sXo-}y1sC<R&-U6Ti}bBLq!WP4!(@BO4Gb(}abRMS}=akyeCdSb{Y9_|}3?1eQg
zvlYcRsaj3Zef)EjZ|*7eiRsdC;J??YcGzLe7PKbu=%EW3DuCbfI{fOmR)zs0ou6CJ
zU#DhR#z>G3n1mlEVK`L$N|tO&y%=Dk0ixp7qzF$Pu6775sDnW8EM$k@To5Q{;j0>2
z^izRw<XKEk(~h{&*W?`k%~Q;DLy)2ix8dqvpQZ!k<KNGUc)U05#+#+^m-AVs1RRRv
zPF109W;6^fc7lyM!|MR!^*5xomJylj%w&CJdB0XU#Ml;L04|0Id;wKuXJ5>suK&kA
z&_GFb3Le&P6c=WDA8iqKu$6$pNm70r^Vm0uPtfq~e}1o7lTY!b=u;4SAmSx)8_L7`
z*|@~^$S<fx2?k9msi^GGmQ6k%Zd`%6`NVgGiljoaV4(IQfgtg$UXhy{7cN5;6%`a)
zzyj5@1Xw8<Aem&{iq|RVfT6O1Nzg`)0YJrtbu(NH;fSKr;UIE%V8tzR;u_W?cMZrz
z)SQW=fx9C268}ZFh<RCn^AEqUdJpnXr-1ZHoB+1hJ=iuEcAo&Ow0F4{<SalL*X`g0
zu_1!awM>Zgt;Y<EIdZ1yV4?ICws3)g;x4IGI${r&2o1XT&+I>KFZQLRrFBor0Nv&K
zY0#x%R#G;0?3>R%%tv_Q`*fdOQG^y@kUoej{K%2j28`Pw&{);a#84ul!a%%8nCP;X
zK=wxUq#_{7(Ti!OIVPoKZUEi}kxv@7;7!$LS2*%2T3XSD7J&W!aSQP*V_;xYE!SXk
zKM|CSHd_EtfXFL&;FSX-VGhRd{SW0!ha3^!`PTlg!^7FerR+P7r?{9aa4tLvXjj0X
zU^F**&H=<z95}Nd-5G$A2{6hhHItbOv?yS6IDJO6o0<=_VLPP5aUdclmMr-WVT1V1
zUfSs@Ku!4TI86ei?n&&ju>ufDW8>ny4jFMV!orJx-9h|+7K8{kFQQ3xskuO$;m-Vd
zkLd)EsAyg*2E6lMKeavPdigs*XQPinXo0NJ(tUWpi$<R?(6|4&GP^wMX>a{GxaQ|t
z52okWAL$gJ=M!btre#zcurIT*!xxdo`Rm5CL;~WLPB5*vNQ9sN{fa>v?2faNlAnuo
z3%_i=duW04d~>My8ej9iCh~p0*19m<kB<*HK79D(T~80m{RvP~=ztD)yLu7$r-TP1
zSq{T{8fxmlzbU*~PAO8&>QGUYu!DZZH>XZ3za0o}m4GJ(#atW!m=ThaYPh-z106d8
z=xUs@vg15G6=h{zKy#|{->|-M>lVB$4uDT=ZEYc!2Y`l1fg#wu{|w;0z`;N$KOnad
zrIw3qdXT0>b_qiJhD(`8Mmu~{5-tQpY-O)jMKI02Ba+Ch!86zJ7!b?|!8~)lSRfcg
z5rLU7@cj>5K*PR~9mF^|I1)e+n0`|~9Y_My3#sBcpk4-VV!@erxESj!f&e~%(B3i0
zM;*6zB*H;xs?Nq9d7-GjqX)R9;{HD^LC=Y~7PdxSWhJGPlM|pp$!>wF4@gML?v2C$
zks;%e9d{f6e0EUiO?mhbA>h~o!v%m@uLIwL=!IDeT4MB-jmP%c>qbVA-~b_B7lNGz
z);#VbYbspKUD#`J0IbWXv0(mwRny!1b=+nOuuMRF2;pv+Y-r~i%mP+a%MFyCd4EnI
zX5twThTEM*k&6i=lF-Kh#6ciMz#aemVgsZk4?)&rbAQsq!VQLc(3mKOD+&aq=#}Ea
z2N@ZTdnbe)Rz?Sh5AfLuG_Hp^pu|ypYA?SNyQgb%iE<27M^o264HO7oSX{)^j#;b2
zcSD8QG1hp@ARu*qQPFoWP@Q|V*Z{td|8xKWvRyzPaxT@urZtcbBwkcBHStg?z?cLv
zEzm&I05=70!JIEY9)Q3WV02~?|EFZ`qPh7Q>(D>Gh#4HD2bn-{wLsRH@p?HuP*o5q
z2GC2tHhtMD7j{&*Xs*V39{fx8`F8ii7Da$Vxjr((TE631<2FeTculFVZ$*wl9e`GL
z038*zjW{70ukE{u9i^G3-|%IlJJ#wDW;Ei|dAH()ftnX3h2kzH43j&gu|5ykN09Kn
zlOSbr4~C`8YuUp+W$=?JlA?s2Ni-f3=bw;VpS8Rz1R*Ls-t}^r*s;rKuA{2WhJ^w#
z$T5yUNP;^6ILmRg>`AT-ys-!hr8eNG=8QOR0XD}L3??BVq33b~{QRBo{SvWkAW+r`
zl$k^|J<x!RsGqsZ433p%K!6-FJ&)MxwRFA0FBs5pmX2iu`M5T~@xrDFgm;l&1=blx
z+r?W#)x?xW_Nj|B)?dDUO${I;NvBXy>(PDFIf_u!VK%<AXdQshJ)ji;I>t9fl=!Oz
z!1=!kZB)>I+CMo4^Y0+kFtfG~y9>QLq#Y27Gwgg0Jc;|@Az19z0g{(tI&f8_{RBY+
zfvnxF169iGyxw`7GIG*R_ED}|mS<HG{u6(iS7Or`9vAt4&`oBM3kL`-_Fzvb$k)tV
z+(m`W&e|fnnebImsMOTd%@dBVy}+4)U4f^<zVqt?-}8)xuV6%xBN+}O(x{_gR$#=Q
zZ=L}oi-BE@3IpO0CiL`}J#c^R!v(vCA8s^&ZtPYY4u$ORyM*DM<Pb*A>)yZZl5v?1
zur`uZmxTlcD+BkOOAr2LsUmLz0OQ7jo5eGbc>eZm@CgQRz#2#%WTwiYXLH;knW*9-
z&e19;f6oWpi9)HsdOL1wq0bo~2($EI&oU^jnG?Q_2KUY$e9V?)pm$C2^l-xj9*t5-
zIukQcfB_fNdtqQ~Y;0NE{>w{U@-+I=fHjB^I29DK{4GHnE9Hpah>dJ;=_mNjc&OIv
z^1x|=fj!w9e5#Z`qs00bffrGGf&K!F-N3Y-q!WYAn;valj5;@UE`)x5UlHfe^cTb;
z0h5|sDI@mkz-6TuHsct73&@`<&*bTJ3O>K^fO`^=JRl|}M%VA{?RA6Z>Wws%I=r~1
z9)dQp**HsSx3r7g;S|JoiY<mqOKst-4SoC#RIrap5GIO&kAhlmRXU`mxZVf2FoY4?
zxeCYc39B+tvO0Gld4K`i-ZEe3`qe&GX#Hz7-}M?tyZS_2)rRLlJ+ucR1Mm8NU{J>7
z2{;g-%u?Op276o7=8fy{Xr3kscvKf|&_K{<H3tE1c(xB{ooZNS?foL;)z5a_pWaNj
zxvL7_0^wDIg&;zZO_4-2;@}&mrlk?NAHZqI2llGTB<#jn#0{k+_N7W8RF&0grB(uX
z)NM*4FpYyH#zNKeHzl7K8mFbE(l#esS$W1KCj-ej^6OSgN{Ut-6WG{~7u?}}MlS^m
zwcx6vWiCG!mbm21m)<7<h?kiC<3V+bt?xUtJEFxOfS{~v`BI=i3S9OKP?S&`WIlwA
zTjOLy+Bpl`K{_Zj18g^JuUy!)jNn`VB>!V3ZSDPZ>p&tvDb;)+58uQE(=u?Sh{Td+
zMQxaUC2iC2+k77Uj7g)|IgjZq{~(J-&=TEHVwLj)@7yp5)}j5iFi7~uA?7nho2~r;
zr}`#Ld(MxT+91ks#d##EXe#+<<iMqnaSENiN5DdEz60<5Y_fv==M&iFD&;1b-yZ+7
zi-3vJHn`|M-6E%z#NxE0G(SII<-2N9`p6*D0g?!ZYt^4vrYSJyK4k-C4aTOG@8;FJ
zhD#w;hP^U!CN(9+4$a2O>Nav7lsKZ7M!HEnWcLd$r;{>t0yhhaqNdgXf5HEt8)0Z*
zfJ)Sg0C_i%fS7IGc+&}za9$v5)jR_M|G?k0kDY5$bfXa{BD;P@XxQKqKK&+o?%c?W
za)+KIy{b44!aUJRPmJ1h7Bfm5lm(mb;2^*bpea&7o^rj;4P1~zP?7{Eb$yxuV=h>m
zmJ#B4{;2Fn#EHxC{LcJy^&a`hE`ym8!8T^BkqSx>lCTt5KU3x5;fY>S`&#XCwRP9j
z$*K5Tj|o4mp0XckQDGWk<PWiW>fKKvCq&93O9^R2Z3wzaMQ?O>ccWL!>pcMr(L9ZO
zjR=ogaY4aedvXpJ*dG*6rJd|Qy9<193Jh$zWC4E1GkavCyTP&(z_=}$hYcKTmI~aV
zW`7SzwS2WVlV%rd-K7Q;+RdupBA9Re^5P`SuiQ0?n`rTRv4xf2ve;z*{`}=uV?s#)
zv33UmMh)JBkz#-61bgJlJPQ$xS9et@Uo`^Q1e_)0#jMd7yx(yBBakjcj4>Gg7Xo2+
z(!~H@c~%fu@Zf$2{;xIAO{)Nu{%9Wrq~OAqU1TKf+?)>cn5-iMr#*afabY2&W<<DE
z7i^Br6UCsqS^M$QS8rBmhjKwcy8*q$m5rVwDt*Vt!-GieAvngO@XI3FxmRuV-?2T~
z*Bv{5Z}Ctld)TieC|DeP)rQzWUwq?amwG>Y!*99<1y{d@td+bd8BjR?Jbn>^L5W-a
zjE~q`0mdJ^|MfNycd&8}?wW)1Z0rZm8w?SPosU&fxR^pW)nUgiv&Y>az>Hg8{A8Rq
z%(hqqV(+6aa8B@Azk>(4HGEB9Zru#X(Ppo25CIM@0rKcH6iNtDYJHMH$fT?d;BFG2
zk5kB+xyeG{&K{N|Mdl)4M9)>vm3}*ZBDsBDJttKJa#I-D0dtcw9#HY^yi;!CGID-|
zk2i_`a72^zHf!_IG1ji~1K6u{Q^<=&Xp?2;)%YmHJ1%wUpHu_0*W1^(KAo*|i+T_1
z4f7H(G|wt2u>l)R?}DDEr#N^|;ZSs7ss(v#TDUavJ2P%wN(NDII8|5Peae#i;^YS@
z>f!V7g)fV>a%Z@11MpML);8x$@+64w0A+>-<q1fAP$J<{P+)-@cD6N|rk1(jv9dpD
zn0)5)@a$Im*+V0^1Tp-3I)_Es{JqyV5@GLLl3u*;Fy^`nI=J08uEU%sq)S1)%7C91
z5Z86RY%Wd{HO1<aV<YkMszzRin|78Bp6xF{W{ee#r+XC!Y!4z2esr+m@p%j$1;h#3
zirl~fhOoO0eEOj>bE#>UtB#IE--!MoX{2X}up(%)&8@qD{jm=G!IM4-NEG$l7+)4W
zjvnY=H(#aKcVYJL`$|m0ZZz=NGc}OsnXwp!iILHbk@FC0L@y;39gcM4!P4JqtOk$3
zeCjrAzC`Os$MUKT?77sjKegT`!8XVwWEAeRAIj4N!5(EGF#)&SX}jp|M@WbiT}C8f
zz#*hwI|Yp;T?H?q4z_*~REf`i%(oyZe?_IpC{_t|5}`<kVId5>tm(}xu>f}V5urkE
zZf^8Ql}nxZe9F~3S2Q)FjO)fbz#}j)F}ZaR!LcF<)LMjkU-%J)Dzm632W!E*jttEL
zbMoewHzi$^uuYq^^z_I<%$|d>L;-HJ1fZsVG@<gPgRVsjnW*IEMk0Y80*w5ManWVp
z<XE_DRSUnE`}9><j}9><6LXft(*_rCt;_j=95qDGKJu*=8Rv{|I}@{3yf4ITZ0HBb
z6RL$lD1uIGD>M?^0{A@!0$`~h$8cv*0n8F4C&mQtL9|p+A)W$PSw5l_-xh|2fD=7{
zv!je4u6k=#Wy$X3iVC`Yqg5*T?vT}Jz;KjAMSk_wi)zrDVtSY$n5Oe+A><sSu4F?`
zS}?vqAzV}P+jEnWloXE6K=Ms#nULJf|G)_RL2wtCtx5jyn-(51M%y_?J?5C|2NGAC
zSJs%qp+>SG5(^;FBw`}j0+%@<?F%6K3{!DlC{96A4Y^|C?as+Tq7giX+dg7uj}YYq
zkeRKJPAR&b(Kl~ss%{0z7)GfMf~Y3Sq^qwYDImrKDdVr3f#4b5>H$HJw#v_EKn@rD
z!10hZ2)da9+<@KnaqV#B4@eqm0{DNU0ZKNE+3a%Okq0r&@&puY(h44cgu}+h?oZ+)
z%)3hiv{uN$uz~a#-{&u13@t55!6<O$j59HTbB4JDYC1?|2;tX5G;n5aZVutI+JZ+k
z{`w|KcF4Xta(^+1S<_DSKu3%?r1530>kbp7%414Iou5r4K5n3h=!tn^zyM_>xT%QP
zQHW9L+<}-Bah6)<Q+0TNTjq>b1mhJ`N@t|J4{|cNG+6ZX^h}GWqBmB$5MR4q^uBIj
zfFMb&JY7vp=+C=PIieN8dn<M0gOdn{fCM51b|jlUWN!fb@jED^BLmzZNq7kUCElGt
zRG`=#L`<Ws-ve2lpD{gWKV_kCMWd2E?y@jfxNg>5@+H0l?Fryg+P=(k`;%Emt@m>J
znJOr`NJqv%<b`Oaf^eV|Q@#N|vIeuT2T;2s*I?(jHNORyE+_Q#B)SJKO}u2}yGT0@
zqEH4`uZDx@`%`ZD);mk&)4@Bs5G<eum$t;y#f3m343dxym_2Z4BO#fT$*tAoy+}Nb
zo+sl^JBoLL9K_GJr+3@`P(zpuCi5J^Fh!(h78e)&HqHtNAdX~N{jdJ%sZ-v^&ux-c
z@2|=}^Jm&%2_y)$Jn8&$YvfFS9J8<SVS~j;_Z9DJhOL=(qfU^TgcNrC>G9jsP7vEk
z20Ak$ONIu1ZWZXgRF-Wv+KTN7HagM4a-BzBF)c0aEW+|t3XzuwVNejvqh(+~z?t~>
zRD|gfR*4=F5s=6bF7FnoH043~26D{^=~W)ks_)-lM2tBPPj_X<?9vjV*)x+@_yLq%
z6Lyw9Ie^-itvNja#}OT&K~OG&s|l0>I7CD~dSV-|kM;EQU=B230pQ|h9tYN}b-*HB
z%zg^MnjzT&FzSg*CL^NTg4>llqk50_Ytu*PQs|S>ZFx=F1ttw<s#ava60uCTyn~^$
z=bI`-vuUQ*5*pSTfYk;8F<^fqz*i6~1VbMIDMaS&JMs|_3B!M%17EWXVHQG#E9|Cu
zXN={u2M;JA4#lx*^6{Fe0{yGM+M5t6zaJQgHYx3f$m`0xbMWTj=F@_xP59>{JI0p1
zQ41)7oI?kJW!ilFF)=y02a1?65HHFvA_*S&gT4S%KJ;2uPyb`$T11qk3Is%eIV(H#
zdLqietS_pA<mb5;<X^<zu#Z|^@0`3XdaCXAuJV1Kf!yTLUwuJP&qAal0jZp8Sd|2|
zFhtuy)@u&;<oAw#0=x3GQ%`w%2SJXQSTo3if;tp4WNrXuD}&@dKvBEv-Mc)%?}HdK
zZg@n*v%6~`@L~(xU&zff?}Hc|P{(2Ka=@=Zm~a5AM06<+kB+Xlf*#R*25U4HH2ri!
z-opz~5L{YPFSyDHsb3IPRDrZGqEj7nC+**t9j1p;KZHhqbBA@wK!^pJaU%F_!^gPs
zSdw-Wj!E+?f0pJ+1AF$guA-?27&1&~O2*jOxr2w#fb&C&Lc?iK)Sy5iaUrM#BZS!B
z;5KJ7D49Jjr|~j@-U$dWefdA!hKLegtiz5U=zXC9`nv_mjEN9erKd6;N#MI&@O}Pw
z{V8jy%1z>X*n;|9&nbde1)>$WkP^dBrUa{txXb{-gG3z-h)^wyK5Bhx@Z4Z}pE7_j
zj!jQP^zlyJ*d7ae))`C$)-xO5sFGA_HRH>r-u6!~i@Q<y5wU+M)b9b##K)wsO};{i
z${>=wBt84ra&Zs_8S>L+oOfe_wd0fhetNQTN;+chBhRXH`Ldz8c^n*{i`;vo64xmc
z^*Sd-Y5JyIFMZQm-YHvUV<(kWF_<m-6aQ0f*+(9^aKI9G0TdGvTY==<NAazV!Cag-
zM=L_j`{hH9l>mHGk5sp_;{^2+Al}A<X}1L;wrHHExHd?RA^KQ=ET>0|-VbHCoKPXD
zky2Hw_pJ>L?YyqQg#w~h;h;QBglJ(x#YHg&9FV^y{ZjZ6@JTozT<BIb*n>1lY(eUp
z**d=49#R4v+}vGcCZl?hywj3YMC=1E&ZC2;gd5`?$?>I7W`vO&vU1RUeIB{(&iIC0
z?aQ^%d%qQ?`+<H8ir@+n43Sbu42jruP|nNWhY*aGo}NoYgbWm~+ks|12x5MP>^8BG
zY@r4rP5Ha0fBXUWVLO<k3I|UUl6FYVXbnonkoC)u^~$@JEW{r?^(KV*?a7f4BpipT
z9JHlfM*9bECkk0WG9M8XW>LP&g5cNLLVtS!o%y|-3C+K)qF10{6`p8%eohU8SCi-%
zKlD+nQ-5X2sk-cCO${xQnFF&<SUd5%7Yz*#fZA23`{{baAYavy;VZfGv+Jj}d!ejP
zcBx;Yn>VZ0rX+*Cwn;iygP5n{@&3?{hqM-LAI{poj1(}HQB;DWnI%`?|4m>1`P~YK
z8<6hmUS1NAZUwGZ6r^HXb_OmSf?V0N>w}#vP<8D@juZldg(Hlhe91zn<8YxQ&JXuh
z7{s=PY^DZ>i0l!fwh37g92EEj2<8##8F-0<NL&G3S_HYWzzpR;NI-t(%D>|)n@;UZ
zls&coB3HiWT`6<b-jPYL%yRSfvv;A^=K%0=`W`%dd<6aPIFuK~TvlR%+ZRD4?ElIl
zI7H*(;byc!y32hRE$D({8IVsnmp(chSEoN-`$-Ta$P+f(y?rnAXhR+gFt1UMMJ)2b
z^*|K!zKSbe{{LkswUS7Qqp*<_IFLH=;Piq37z!-4hDw+xw!`g*pl%zbhLr>`LZ<t%
zv4miIbD&EZu1pOuR1)3`7Yo_085|<eSg;^oAjk=m8u{=7!Aa_Z^b`sO_FE11!r+^b
zAcS8GW{+0kqOC0lqI-{c{!pW+y*7jT*F=M1w0PxlPT*3Y-~sLa?VmlByqyX+()OUs
zVS+ob;Y)cYhpQ&?-M#CYJ=VXwonqD~{7Bd#ccN!@Sd^b4iU^S+8iWv`=kJp+tcg*D
zfLx$@HYpfaxRvrDqoU;ihFJm<`AC80eQ&SYrAtH*XCpernQI=Pab@-<xY4Q(anvET
zspST^*9%Y#j0E_ruvul>dkOo~lRt-mc18}Sdj61XEoE%ZCRCKeAn{1S(t`msFT#i%
z$X1L8l}~<JVkq_lYin{AB!{WPq55~G>j8wb`42K8BXMC*%6;_wclbNxf`iu_ruW74
z@0trmCWCKxo#hKeOJ&xrOh_j}geI<?@^seJ?%2-T?YeZA-u3Cib8PIEtYp5$0>rWr
zu(XWX6ri%Kv0KzJHpT#*Kkbks#X=#y3*cvzE?N$qee_{=W5Xj|<lMCz;C?uOkPa#g
z@vSr>rXU0W3FaOUZodygVTca(gAXvE^4{M2TC^RM31Z=?6}I1>h4B(Z*%8v&v0%Vv
zA&(q=m;<$mS!k6)?XuqhaxNGHDxg||E_-hhqzd5WVxk<)PMlf4E`D{d>r(RD_-+%0
zzkBc+b^sS#Ah!=bUQlhI@fg^`@a?JJd)-!iES*|i-jgdjfVe>rMM$;)Rkh*k7M$8{
zP@Rstf1emG(%JqeQp;0~)k7H|gds07v<x9Zj*%c{e*SC*_I!5GPpq6zq29;)Zg3NI
z3G~#N$JsLC!yN{#=lD6VUIl@Hht?5%5G&P$E=WN^K?6g>dytcx1r5b$H_&j`EM)xm
z{Hl~FC_+|+f+u+b-#Q0gh<i;e#~M;am90hfeSW;P9|S)7t1i>Z<VCYs#z{q~pO350
zoej?T5TrA;2zmWM$6d8Lq@-HweABPx3a>gW6m&vjp}=*Lpi;`Z6wr9{Q_hMt*JEnq
z$?#55MzA%I&(s7Humy?edpFIY_B0RQSoY3$Qbb!C^g&43l~~lHNxh;!{<Er)G>v@w
zY%Cv@oIfiy4B1kcIWU9%71SH?JZ7N$cWKv?D{VqYShf)*Z$cna81;BWt>;J1&02Ip
zpHM7G>`qNwEfZO3`{z5C@s3+N=GD2f)*39YC8?O_d_0y$2Ybq6RDGp~yT4Ag1bo?S
zf#bw$Cln0YWm6o%Ml;iN5DG&kUxx>r+0NBHuic`PdJw<m6dec{qiv3)xWk@vky{P&
zUqi2NUWN+6fP3eEF1~}!od?fFD7LS{`RJZxgLv$3d)U*a#H10sk#6Ib5dE4EXni55
zN^KctR#56U4!BxG3r+!?eJ$At0SoO%nev$l38bAnPl>KY#ooU!sqof!_3;<C5<R#}
z2H_Z4LM;lZOo6^f6cTwJfv8O^s0m}C0uO$!4+~1cr-A?M^AzjfQsUZ)sdZ>Wj3)3l
z>k(CaB!jYV8T1Ty2&P`&>4=d*2WOD@3K*u3*Xpl&2angf#Pg@=Kvj04<=LxOn@h7G
z;`8%_0<uo!6E6e9M?QbPS~zLM8f}LZ;pUMl8pKyfvLiAk=B%(VDLAf>V)<9k0R1Vy
zm8$ilbCvt*WpPjd^%NgD;r+K#EQQeJ1o|wPb!HGz%PcQGzNpc0jX<Q-H=oD%(F8{@
zA&)iQE*ty4r%X?bTr$NNw@j^!(-PEXvs~lu6p7BgU+g$7T`^+6olJN`2prdUP%y0o
z0Sm<Q197$U6+m8BR#rxeXdy?t?U1T3uba6(#TBvi{reoG;M-yC5Y(4H%fo+Nh(+@(
zAbWXT<TNrfl440}<Gn(=(zC|jq>;vE#J*ejn25#5R!Lgt<46h@Xp4AU(qyK-cOz#s
zu;o(0)y_L<y^2d_knsYsfpB2yH!PyV;-iwG4+GIsM51FK`6kAHp&R7@QWI`jha@wi
z`-yz_8;@@i?-QkI@Rn(dKF&9du$E2rjjf+yhOHK$rDL=o)nsNo(yf^*`u5L0Gc@d2
zR^OrEc=UnvQ<MhgsgdzLtg-{@;=~4x!}p&)^?)8S61qVbn`hR^m2&H+(f__62Mf}b
z(y|WiqIt)93^_wY@yx07onB0M=Q<7|-u6U=lb8kA@hsTO-LO9c|6H(d{MwcGvm>jG
zho%qrxZkVZ6aQ^fyBC+E)r;Um(7JYeLmpIgVqLa3U8GbY8bW{0t7H@M;<l6u(oBgd
zvxa+Fe}8e_n+|W`(ZW|fxn=5v2Sh!~T|<t{s@X*Q(1-+u@DHug!!-Tn``3!%cN|%#
zneGIA+N(L!LP*4}Ul&A8!K>srrc|n-<9m;Ir6U{FsU{Zg*%q2+?PE0BEeJB;q@UvN
z-!GeZSy?%_sUSYMU!qWpS4hYX>9j-8;HiWp@Y!}86jVbaAZAgIHu-x;#UAzk&flr}
z{+X$BmCW?K?NE;9GQIjuQ#VbB2$4iY2&=pgGzjkDoD&ibHt_y(bnn3?C*7rh$#P9$
zdi7@ok%G6SJ>HsVcf_0n?PlierG*8vT3sZ+9srK;7q@MC7HTD85|S$C5kc398Y1V~
ziHn;ECmGovz*0XeC->xU0~|D@ocopb3;drP{aX#fZfA(t{Se2y{S8Q>G<|vy7zvwS
zM7u*fq|LY^2I^XRg*ZJcZJVjOx2$Ltp$3b0$4;E|nh0s3-yo>m|E*skDYak<h`C!P
z$Ih)$D?vNN-{+WW7}D5ugybah5O9*@KVJN|8WRKT>8G=9GtV1mK0eOap2i$_av!^!
zkCy~BQ|W5Y77U05^a@uKMm0u8M>CZNQV(>NZK|@d?_uXEhz)EWLaQ9A4_l!lrqnz5
zzxC3u<;L1ss$lY=c#%8g2$z}HkIy{ZJUm26rvFW<S&`G!Tsj1EfyfmhJ~>T$KJ<pc
zrKSZz;xl*dzs{6~+tRHMy84+M@0)ggTh^5ePb^m>lOfGzV1JFlPINfxVdf|WuA)*`
zQcy4o)$^mR&BsRGq+u@pETVato15DbQoAKTx4Ie+SqlVhjtT>p<SCsJIg4x<T)(KJ
z-)z2eR|W+!>bVBCP`gF~7ijoPnMFD^z=_TGn0X^A_0LM=)pZgX33IF=*H_Cr?e{r(
zr0eEp5(O$SnS#wS4Q`qg6)vw!xz~~<AhUHAGoKs7rUt&_m3IPZI!Nt%GZ3V!YDH^$
z==)F7FYD-#hR0kjmZnw!rwXZSL&f^7Nr~M*)BQ72a7vB>%1odmy|tgRiIMM5lPo9^
z-NP}BYJzT1T!omTlK4F&OO7ZXLDC<V8j%O;&y=Bnq~Ey&B$&M5FABFTnTieBEeKk(
zCBKSn60;W+6yUe#zkdCBIi?A!pGXKT;W)@at?<u0mq9fts|WEyt`?(@S6-La6&n6H
zRK63YptM3#LG0VOy2Z&6JZy(SgANlI9U13RYx{i=UqEkv;M1);hS-COimJW&6H@*E
zq;xC{^;#s4f91InD;zBq$Y#N=M3Mt=+n|m<-G!SL=^~hG-d4I2nG6922K+K{Dh23Z
z+JX;rc>jPCUo+{SA*-a8I#_4v847<$273~kW2(2-BL6s=i<s%je!?bVPr6gQNxdz!
z!^zNx5!#AM?jrE6V!8KP1p*I6H#XFmi7(dF#ukRm*b16_?CN&Qt`>Je52)@$)Ea&m
z1lYmQ|Ai1|y+A0tQaB!}t5D-(Oe7&9`Ws#rTxK|)Q4wheYuno^$t`Qgh!3V5$!|f{
z)uhk?>h;KTTE@Z2Wi5<|EVl6aUa<g<Ys)%xB0TtT!@ch1U0cz&1S;Sb+IIh<8%O(|
z^_Zz<&5qJ3?7;cRrc(XjmV4crC|ujtnrs6MS=#wITAS%dlPxx#3fELD?-(Z~H<^qS
z$V1DnS&btVqIZmR8bSVsUr<mD+Kgb;kQ!V9qXc$)`!r`sBhw?BaRT;WN*DluxIhk)
zyGRa(lu<lP1L@p_KLoK9w4zml_U|)C=}V{&Mk2R^8p!YbQbcVZdg6aqi+ginhZU6*
zq7jr#%&vw#&ex-ig%W0MqP22pnrN{}xrl3CM!H?}i1Jq?%669`39F|!*I{zf11x!N
zNgu=#R&^c_yg(>r4^5h)7qr~&`8(x;!@3LwcBF&_c?t*k2B0ObfaJ*GercH0`e&Z5
z>pu{VtydIKh>N6P24f=|u+8mZ13b@fuDXBPr(Uq2YFOZ{=M4*rBvtK(dh)RJnA5h=
zI!9R@)5mvjx~vhr<qgt3GSemWnR4)3AEWlIDj{i4{%Z3T5^oI3zc+D^3_ZwP6M)Oy
z1*v!P+KHA@=6|7_UBY1312s$6vrxEwkot=EVCoL^@fRzDQ^1)_(POyMVsTihH6>`6
zHeTzIa`A=#_G|==>SbdqLV_yifLutT9YQX83krz#Q0zvMdWe@&O=SFUm&7&`>XPzs
zQ7gHs^7n%b48i(j^E=jT)Nol83p@5D0ix9{zhsKst92uWMQaC#l;k3IIbVqQMtKNb
zDu1Nc!N)IuYnIvHm`Mgczb(knBKuG)fl*aX<=-#p=Scl+D7?L<NNd{HtHB1j|N2&t
ze|ez8S}Lqc=-~8umF$CVe5xj6tsU)eo|DZ-N9{H%6v}ZY8=2o`G!jA+3U#I9&*epH
zM^TX2iH14kigvKEC-f;O!Fwgau&rIUZ`gQq>^T#1U<W=X()w}tcwOcS=$b>$t>9|?
zKTD=SSRNaH=F_xUrjX(FkquqBi(p{j3)h<UZ(;CqMHioX^BWOczls=Zdh;DC-nBEU
zM>~C4^g;Y08=XfPwbI(|A&d^$YW(gcAb58ZGV|WX3>}Oy!9uX6@t|X94|!um@3hi;
zQ3uI8K(5CqKKt*+&SRQpTCsO3u<mo_qzTfF8%J8zntbAr*_5%X%-+GNF1>iizhB&S
zujx{X^bYP{KgW<yquu<K=~{olpWouk1T}Gv5h$myzq@JBcsWOe1nX>CI2M683yM68
zmr<S};AMb1JddL6VtO6q{gF06B!3KVWEK)H(D){aPs%u(@a<p9XgILtTw`$oQK<|O
zJ0i@wwmOs_!z@z8TC0~R6>yvKJ54liyKYNw{5vM-x7>^_5v7|TZhs@D9~{@%y3{np
zG)c96_~7z_dtD^^9X57d^`~5BY_11yG`Xl~wdpo5vEV(AcDr)qTW)za*uXgbDB{aW
zAM_?e5ez98LSTXj#4+POn4rI)^Dm}##Z|Xb$eQoGS`;s{;9jK0-w#r-_|VYkUiU6=
zVBuMN^@Zn}P_qwHa<#*RMTPSuwNk~)DYbAk7Rx0kTNKn!ImU$$M$!DbAM(wWNcnpt
zg|^}tX`{5+$tsnxFDFa)k8S!+agchZ1kiUZ^takW9t!$+efI7CZBl1CwQRcVfi1gB
z<D1b$Zgh}!S#W#1lpWMEDq_{=ywy>`fN=OMh2BKR<1q{=)-@A|RFlQCv0JmP*jIdF
zhEN{D!D%Irt;5*8<nD*Lmve@ka_kb>!Rp8CTcz<mq@h%T+c~00xuO46j2$B)Zv>%!
z7dTm)kk{vcyoPbizZC4I^L^v)mi0*wcWpoO^Y%FQ-&_Vm%}9N>!YT1li1mR^YY!XP
zZ{J)K_p<twW4Me{FngQ4of6f@R}L?=C@*RF3iHbBh3~vjzd^8@upSp$eR}T4jvuBo
zt8(G&zE?g^$Kj<vgCZ|8FYmi;9#T@;BOS%G=>*bo8eA}OLkp7K?_iw6GDP;DX?~@_
z@5PBqb?Sv>mUygY)ndoPj`Z=yZF`@5aDh`7FqwRly>sqPe2U@Id+rk7Hth=;sD3j4
z)REHVFA_$fG>)|9wqEpb-s;L|4CNK2v+8)Wbv)%9e|8wMZ;Ypm3d6rStugs(XR}T_
znZ-?qy0zz6J7R?3l5Y=Xt4fu>=Sf+A)0+xr_mp*z^K6(YFqS%BSgnjP`Y9ky>>L?a
z&YS0pcG1t&M4$QYoo!CdZW-5Yz##Tv3+a)a_JbTcR0g|W{4p93P-xw8itu~{PdfbD
zsEnzR*t_ajji6+ktH?(%IAHs-dQgUb#-yt!ek~Xn)Zyhn0h6uY=E36xoox1s1@|Nh
ztYnI3E|C<-FxlhNshf=7E37oiW3G-vcs1;0Bu}Tel&y95rczUnkM;|j7lpbd*BpJA
z6k6w<vOZkEL0$Zy+dhzap~`h!vWC><hutcnM|f0a1Ll%fZr#G+czyEBg*@n2e4tan
zyIv|*e*Q^9Aw$9Zje$#3le5<8<L|YhsVPrX!ui1GjDtlL1W*>ZlDU*z=Sris3hx=Y
z23DYPzAJRBJc7w0?`zLgn)Cnb68~?6?OJn111w{tF0DYkxZAPx3x)!m!5PQUuLqZR
z^_Ms7`c}vV8U^r&^6yLPo;hjwO>pZVW1X{<@KslTc!9Q}k}x6jbmhZW;QP~L?yrs|
z*N61&iL|VTzC8Uwg~{i=n&Pk57FC%s-$^n+gCcx@N4THn(o4lf?)6;ayb2q8;3wjN
zk8(;#*$*-=aA<Thu8eE13v%dzH5l(QEqo&h1J)<+eBPa$x#dwwIC&_)=rX-Ol5W!c
zmAYdR)6dVIoh5x;N9PCGB_aK1@=>oPPZap;qOZ;fdU=>%%cV@2;0-qG1qW-12;SeJ
zx)mzNa<vsB`dvZkbNm;txd9@UHzACCKeIgZjq5tSvaHm8S|w8)d_M#&<9~g74|<TP
zDd^|fRo0zImFMyMHW8Jgs~resyq=M{((Lp1ig3`9xQVs1YCp+xMgKF{S?gl@$nQ>^
zu=)b0-s@g@xM6PCKe1T%Or0<opdU14qw2`q3C^&1kkRB;f(fv{$Tga5y+Qs+czdfV
zImP@bQIyU-$Ys+C;?X+eDK#A6Bsib%eHjwhZGSPGhmwGw<Kbdh1mP?rinOiQ@-bpd
z{x-QAQpjcbW<*l(VLnje<++QOuS<8~bp@;))^axf00B1iWYFFU-jjYK74aoqjC)FP
zMP!qij{6E3_8E?>Dca4Sy`qoR;z|rwhh-lGpf0%o413kZa3IslzRoq-I4*zp1Te>A
zv}0E$T)tOV;ip`Tth{Fz%W@=!nlDk9*w$Dc_g_Evhy(TaSuo-(J$9>!<;W*-DseWv
z{qg4_vHo_Ad1U71<IIqbW2);^4Dkx9dTtWK-JL?eV4NyEPB*H<@`b%X;Jf_=5f`Q(
ztG6)f92zeMh}f+;9$<x83ddwn?M%#nWMc;tTl(&sU~ANppW<zFD@4!1LkA?JuF`|X
zFNvsyDZaaz7SW#HxGYQ`K}EDMJj<94;{q!be}@HR-;Wi(c?Twn>{aO7-3#<&*CWAD
zDLB$$L?MEzr02v^?LhDQ^}`iZ7?lhqCzXOZ8!~ozpQ2emHREejf9^)AX|&Wf#ZuPt
z3`f~9B6gvbyv6*ma&$hQS6(khOz-Z!6QVzy_LiA%ye1Rf%tE}*z2FjnRK`{BYv`V@
zXM<xkxKzZ``Egib+%Mwaa-n!usD*VcoQGcy3vAt4`2;0JnwFbs)uQ<hzOqm5P#6Cy
zc4V7iX=U2oZb*+*Bzz{6E$Xteo-1lmw`qDiE;bhCo~>}}Y2>y4KA=_7j9ij{MPUx4
z8oM571P?Ert)I9l^cb8a*b9>cGtoMQ)TFhWw=kV4FXqn_oOv(Ur`FjPtyl9tb?vol
z*88d~OXFO6dL^h|Z;p+;^{hP<oY1c8>HNqZ4Uh*uYPw-Jq{lDjZ|Z<x9DVcb#{E-F
zStna%^d|0iL0`%wcyRP;o5i^I{Lh8@(BRPE>4Tl?=`5cu)UAYx+1bdKCZOo(aSXMc
z4U_O$RsK|si?P7BEXmF4mm@+^N==I`nA0k?w9Pv}pIh}Wo|TeKtTvH=@UlNYQ;QBy
z2^#4dGhX`=OX^6WP?;5O9n%S|hkmp5;GA_VI#@BT<c&Dzj%+_~Chau1nJ$m}cS@7o
zvvj!iCe<^%vupY~l-AwwGf2MU`PAB*TISBDq&o?Qeq7w*=)lh|aQ`pp+=X7h3hTvJ
zS<=CWp4F4YAr(Kfb1bCHcfS(_(82wuAo9SA<+emXu}tW|_ujA9x%&C8m`QtbjY4F?
z#=a{0N-CDk7^x=B`zK}Y9nQ9?+~(x|WDVgF-*|dfRsxcrTWE+p{_kw~tDEp$r}tm!
zg&40!Qna(cGWl+OUwElzhYX)W<aw)}?#S~05%!j0QGQ?eFQ_y~hk%TL0@6r>fV7}U
zND7F6bT`5f(v5V32uODfEj`lR-HOD}F~r&P{r%5%&Z~3Ya9zHTc;?xAuXV5cbMKaC
z6L}&gsV@Yz*QmgciD`{-Z~6BRY_IjR48{{Bb88KHWv51~o#@fgPjtSKauD~ZMn}t<
zQ5@F!q=6G&dgDcOG;mWf@bSgNh94V|tcvTUp$7vGXw*1kU2wkAlMs<X1FgF?n_v2_
z^Mi>(QPWI<wcox^#|ew0E_q!7R~$4kycmPJP}nKhT5?Y0;o6<a6iB_kpc;qb%ke$_
zilkoJHVu!c+~Pgia;%GThhl4JIS3?nWE55KH&|GD7r`B&K*esy3T&9*0E-T|qtG#*
z;=i(VEXp6ONC8vVmp1n#Cqz-jV8(i<RES@`6ctLtG9&y2AFeP=Z1Do940zE?be@$@
zXiC9%UV3vTOS4RL>pJdfGeX^~+j7U|v?ej^v*7R+g8jg(2}0@&OlnPkuN0(x^~TR$
zp}-I5iN>X6FG&B=D1Z(r=|7lT=5gS9fE@`n7Qbs2{exAs7cp<`JGve8N*!gr!4uZ@
zwBP_0naW@FkqT;1Bjj%U{0<5$K0=#);wJV$ta{N$=HxVjwgK<pTxt<?VsmR}esmDq
zAsr*zgzJ=t!%tpOqxpb-t%9i2Gmwyem^|gTD9~`5g`0(Q3&7y{B<x?{M~4>t@?gP7
zQ8;&RxgWtD+57l6vEwnQYhlsm(bbn`N<GTfV#J<;`{d1;ZefI-yb7TYKPXSQ{l@?n
z<Rm*8<Zt|xv7uiOqy>|qX0N<dHCU;$h(EZ`713L%{7oa%WTN$ON6tC??-tK$Cs>SN
zybqsWLZLwW3p(~q3t@WAHOOb_Y(nt)gR>&ed+;~!6npMmt|ee|YuE<ochsOmD$pk9
z6Cs!o;h!j>j`XAcGRKGZDsZX_u{xQ}`EcXHJ_(^p>NIT-sA$Ll#SV=kkuwsQct$?}
z@zPBuv|+@4^S|Rto=3}c^27Q2ju#H-4$YTLb3w3EUw)Tpdx+sGV>v^)CJw|G;Wiw5
zv7*?_Gm!^opx_Go?L8WRhw3P2r618sj^0OPs!$dt|5_-6k<bwRvmhN%o0rz71zpJ(
zxeIRQdPD*_#npZ&Rm|+hPv>F4afyV3I)8^{OG^I_Q^yw>r0j9sGUdUnj87e?(-FN3
zd~dAK(9zHoWF*xql}CJReDDnfX_s@M>xX0U8Ua@bvw1Av^e|e%4{Nl|&sI%c*uOaM
z4labxo4^)XhpvHPUZwa_T87U1!mxUNOJgf#?>y15PEB=>M7%j;juR>rzb?K12wmtE
z^^-r6eMu`5dYO!%bNcUB15Pwx7|W^PCf!jBKVonfm5M8v<174fw|pL1lz;7hCSOp)
z+Pt*qLiiyMzCd92G4K+nOmNMH4gzMR`P~xe90Bm%!I|)uN1i}zl3oAaLzT=;r0nKC
zm*-llQyl~o1H6NnN3!O)h=DyFv(q~Uac;VlycE;(y?t7UR0EIYIR6iUPfAqb{Ki62
z{)yvK4`OuV1~qqB_m%{->F^`p`PcaIfgUyT$iAMW@^!>3ohRjP!BRG?(BxukaC@)8
zKLv38fMg4WIPlS++Rp!53SwuM0rP2;6ok4_nnnP>y}iugaq<5@yB3ZV27_Oeu_`S}
z48Z5jhdnfBsqX;Bp3S*+!J?Y<grAEXlozjY-yGqh=hu~QX<D*XUS65Tok@({wH;?<
z21j?n?`tl0FFfUkF-%7$3Sni_xGQgtUVx9P@}Nze&w6xZZAQ`N87JAtS7{*voVCv-
zBp@i`yWO%hq1fjal2@w(gcoNgFwKKyUC{C5Q7h`Vr_w?;KNtgcX`S2g<~8_Oz=8m)
z0aX0jQQgDR-aTTK=k<Mhq_n+<hf`l+h}+fk?1|^2?DZ-00U+|H5rG4F#yT#Ljf@56
zf}k7~$_|$a-PLul6j2%}(8MC=@bK_dwY5WPYWPr2XMlXI=<C=AfPbPC)!Eq|o_^qM
z270GFu!y0qO$L%Hu-^3+!kMt`r1~u@!5Z&mT|{Yk{=S%*0>wir(^C2mm&GHr&RUJ?
z8}^81(U%FY=+LXsqUWCR6%ylGAOy-N3^u(8!TL@g6b;|6Ton5>sjsc6-Bujg5j^r`
zwQ%GIuyLVB{1!kTRbC5Lb176<lQOFW?2kF$^>Q&_5olUkH5~hy{#%wwbB>V(9NIKH
zYApk-o!q}me+Md>QJZ#5Zz<A>ebk8hRvcE$0*v4T%ma^1b)ITdMBsl;u9+v>=?FRX
z``NbHDzH>dv?SlsyteiKqU3I5%m2S@CZj+S&8I~Il`omc7?YLtL~tL>d^1E`q&|Os
z3at15AG`;$H^3MjWtT(QU{NH&WGf>B!w8Tm!`J6(9QG6mB(?ANSGqghrOkLB+a5J8
zbKOOmNGH*Yvn=^1PCg!ZCU}aejH3$<0(Y<Fe{yUdW=BIS#qSMP_vq|AN2=x^J4Qpu
z?Z&l6cp#xuCQ+iJush=t*^Zi?9<WKezFJa=+MS#Y@tSDdNMIW(e^qZM^s_EwholL3
z@7w2>04)}WOqbxiGd#X+$t!we(;zqTw27T2e3&EXzv=RckIv(obc$n-VgK^3DtHxJ
zg@BKIULDD;nop-yigpj1NHUxBE-q{BS#aaT(`U>W_h|^6=WYk+;|&6a@nrs-kNtoL
z<Bh9X)_yRry>{in&lwhzn!wq~L!ew7{(p$UWwU_L%LWsWAn!n_uP6fxFbwzsBOy?3
zeG}NU7@o9MYRCd_i?Gucl}t1k02>0p4sc~W5#ajmhfCf_8`N+Z7((687u_nI|Ed+Y
zIs=cB``^4I+Nzi*3*BJEhpM~`T5k5%?A)u7X>?V6uJ5+eyMVxh@oCqPKIwO*%YbII
z2V-*D>xLty4)WdlhWp?&i#zj&5qh*y8}A%h?w5|~0$6c(2WkUUIo@la(_p*IHtRsv
za{JUJ6AGo;r|wB-*}XU5OB;V{{yqtZAEaosf%o(a5=B6fY#j}|+<v1%OCGhs6c@WK
zRA_3Fu*$}9wjmb>jn|ak+Hm`k?XX+R#|xI}cp4lC5byK2Z@db@mOCjN=hI`;A@3W1
zC!VivbCvP|{08;>4x2`Uz~KD=85<YJ0~qF{$7%LlwRdF$fCBm-tcRAX_8ib5(ZFR%
z9f|YsVGr;z90HV-fsG9h&@!k2)KBHC{gFyRo4Ek+o}#@1Tc`Nt1}PY8(?kL%_J8Oe
zpe^r#!3l~00A>#qU=a*#Axk~cW<DD>cc&fYwTc%r-o~N_tdVN@&d4Gor2(b4QH#Ps
zQ>&$m=8?wMjdh{0jPi(*roufs$d;qIyFbEk|796i=z^OUVD9AqDXaPG!fss|?x0T9
z=g?2f>(LUnW2T(B!@8`0CTeLRBy#RoD}{RezAm9}(BFTR;oOp#UfereeH|5@O2!tR
zQCGfG(p*9Etcc`wx7usjEBQg$64pLG6DAv}<rc9=o^1+3uU1ZoNg^`Z0pLJP-De<H
zQuhT;vQ_BTA%6<Fq?Zm#2E{XQavFimk7NlSakLh59uSHUypT}@@dTzqrXTX;fIOiR
zw53JGfXsm4t{-I%Ob0+GwinJU8dC{uz-f2sb^&L#5N@7DNd-)0UQB#I=@YNw+x5D|
z$c9jLZ<AKl=2pR+u|n?c5!!aEtS06N#XJ%ah(NpxV}aJUErGFIXN$5DxCq!}BLiGO
z{;ve)K8>x<=>6+j)HZ2RF6Adac`EMHKxV_Y$2_*RgLDHLB8Q)KOs!(m?)|(M`VDRK
z9hlc^=X*d4bf#xoL8n@L0J#W=HqziZn6VM8%Z4=zQbi);(m=l2>!-Er=c)D)9;XH<
zt{af8pcEv8*t$Z2vUUhCv}_Rg0^SjnTLl=Ht*0x&JTMaAo75i(X#@s#FThNL+WWd3
zT(u4gB}Q;HSeY?tfS?iQos53__`&En+>J>}@XeC%r!TD^7@)~%1)t+hU%_`4K8#f|
zZ7~&s-c`zko&n0ZU>@TI>f5CqVU2oSmPJ6P_VvAGX3}t%y3lU%;13H6b4La&3=ZmV
z2Q-&0>>tvr44na43N&sO?qVf}+~wrrj%<!RCjZEOcROyVZ(v6qtH*w9t5Zp01<#Bk
z{r5K8afVS6zYwd(K%*JOXNE`roAa;T)8jQG5=pvbd5>pcaIun`E-$4YawWZ2&*nse
z0+2uBoF5)a0t9y;DyjD~0KhwdO9>4PM6dwU+9XC2umZ@)B>z$f2S_w<)5W9|mdpBF
zomh~Fhlm8`x6m(q&0o&Rk3M*tYji+Bv-)NQ6U}bd^L{>amTNhW>nF|$*}<Y1jm*G{
zSHsU}>-b{&N`IG<cLe91ukPclgV%KM?2X^RGJ^>6s>6X6#cwRN0^;^<GI#ry7j9_u
z{zK^+*V7EUzy;lc2~CEai7KpQppuo~yA*=FHPSaFi&?xtAoeH0%vRIFNzlZ|19u(1
z3uWupVz*5r%M8FNwZ8M7@#k26EWRqu8jHK{PhRbJFPKdl^$-AZS>y?j(z%JEiUhFe
zX#%2m=I8rLb=}r;!8>3(DF80F7sQ54(dy=@t%A0?-s6-Ncy(97yt$%+8(<)qV5H2e
zfGtOq*%jx|w%;+{0a%Wmv9@362Sp3(3O{-7mZWTi;T%f!<!oi1nioVDw5U#`5CjdW
zsxS)beij2lfwsFPz1s16V%F_w`tpv9?Ki*)g|c#28_THOdIsT?GOZj=MdN8YRwMzO
zZyn|H@B)x}AOK$Mvh=e#ZOKxEqN+dOS4<hVPXdy05$3x7X-YBx8DRW*JjQfc`d82m
z(JCc64`Wc)#BgLHwQ)2&xZxO{!4L(yIJ_$^ZVMm7X}p=VhUwk9_Nq^mIwoNp9asiZ
zj!x&#(gXZeVk+lcho#(^0fY7XcYU$Cyu7?_t&+NW{OT8%!w#BgFJMt?z7g=zfdgRR
zC5XeI;<qHze~De*rgs}U7tnAJmmf%|3|USgW5xS2-wEwlunx7cr`<lC)_X&`4_Jo!
z@>MU}sva_Wq=>wWTru}?W?E+MYn=e*I&nj6yo&gc>5S!RU~-(dPR2vyesOzTCu@$E
z6i<5xrpFjaV4)Lk7k46k-oEkEv^hOJk|WLx3=1x<CZ@Ha`?h5X%beFiNlne{Lbo~M
z5W~&{f*A)VtdBD{_dtQkSAq!`k#m81%7YUqoIvyb<_F+F*vX{bD)Y%a`B>PI`k=nu
zQ4kj*5CCdS)vYook;;b=zi&3JL;rh$fP<=$5zpkHR6%=YF>Pl|?fvH12ePoH(8~oc
zYcv20^ne&Cdw`%dBlnvSr>AcVdHf1~a4Pi$B2GN{m^u0JC^+B$jU+3)Sij{c{n14I
zh7HaR_h<<(%RB$B@<pJsWaRvJ+!y&0L%W`j)eS_JYeNcCzy-t+1qMY#MZT-pV5!d3
zg#L0I2N-lraxzPODcDlKv8)XZ&m}&M`z!nRclm%kklo=VXB6rbpL&JY`$WL0e|>Or
z_W%|XYVw=CzpHTJJ(E{M!hUh{XBUkm%X>KesfQQ#Ij@)k_?HD?;E#7lP0}JAWh!Z{
z&X9c}k0hg`=f1V2BD_%;u+A6QMy{UiBB9%<!zAqdr*UvlkP&JmHCM}qDh7!(K?=+_
z5Hlfhd(lb6>I4u}C@|=Q6bib)RwBAQ&Sy(x9pfK4w#3(436PDWByeKZLCQ7KHBC{=
z4sLwYMP9t)=%MXBvvw)`gUs(%LdSwtnGa`)Q*%9<zMu3SDqB+@aAwzh|K4WJpTtV_
z{0_g1{F(OlU>ftx`Pdt-l;xQL6U{%=yF)6Jx|+Yyzu(Q>ehdBl=kYX+0pZ1*tR_zN
zzbVe8<%jg;qOY=GhMO4PJbNDw`N3^I52Mz1S<Q4QUyA#E9wHFs4KBTO=&RktL=JdO
z^#^mnx3UD{5R&x(_JbBox@ovs^;0P1xsmP^s-KzZl_?hO>>9(YXGws0orhW%g=qn-
z3I&5h0fKV@Xe=}|V3TVH-W62hhwjon)&7h1BM91w1O*u1<KM@`_vk)73X}289Jt=+
z)OL3$2zQe=pi<2)^i|8>*gJME2oE97cG0$K_f`%!nELd$>CfLZAIWG!E=qCh!RZyw
zuNGixJYpGnm;W{6{_1iEWDlzretOS~^RdE{yOyx%8F=9tFfJP{Ho7!>0lR3ed%4lR
zNYh{HUzDMu!xo+-g+)5Ga3+tfSc{>*!t#)wALFkEi?XK*vrTGEJ1=b$<{(VAc$S(r
zwZU>OU!V3!$l0eC55<wXz56s>st@$DPcm`D<|GR;_9f9>N9Tk3bPy3uvtyT{xB9MH
z7u?6Xj1-|DelAcN6`Pm-3T()qtD1@|1|eSbMR*ib9+n7I{bc*C%2FI16m<liT1-j`
zDs}`74fvrqU##XdH`8uzo-zL+QT!yQ4HB!|L2v&BnTW5y22PoLS#-CRzbceY@Ny+V
zVj%hXZi9iv6QJZo*SJ4m2x;TSmx=iO+Wy3qeet))+`9B1(*}Wz&Z(8C;gofuYhV*$
z+Pf{iCgyp1Pv^Ja%em{8C|)rTo74%Sr8sBq02`)#{V;`;^4w&9-DcYH18j4-66Obz
zOfSJ8163?4^5^}Tui)AbZGr1-rHt^^KezKlsR;8%CH+zVSn9ANC!GqrF5sW6!z(Xt
zjt-dC^$s)iTpSW&f>(}eHZNS;V1MZ5Gu)a%30c8>l7D4pv!5x`@%kk5&&Hu-{WtL5
zsZ-+oXVM#rX{O42DS!r)aMXalyyc7<Z3W1pAfJX`@%s*Ys=(&mXief=h1Aa8L=ZQL
za`?Udw(;$%hU4!7&u~d`ozQ(%Aj5c&!>@<#u<fQyflk}zMbs0~WpT)ZeWQvs*LdE?
zy5OMn5}*XYN3S&ZsPgolFRv5Sda;rGKN$&(E5%S8TR5`f{QMpK?-N5kpNEAmQ`;8>
z?>rnt_T!f&HFYR5XD{(tYp=d-8w}m~r7W7QRZc|<kH5XI0WS<K?`m@DoK^Fv`}vx|
z`Q1G77pYXChEco1dLIWEP(Z!coJt;d8+@EAqJ`KN?HCPjtG48p3a{q&fnRhAmF4_s
zqPUuc<&Q1Co@xvN*T@AI@1Tbd6BBdJYj<U(iSn5nr0GATGjLW&Ei(yWJD^n0tH}ER
zxuD?7*EY^nPpcd*x;5lKw-TxnsAAoaOw6dVbx}J?uE$dED|r4Zw9+TKyP5G=MMY=D
zBJM$D4a1%VaBv*Nz?QM2t%Qeu9`0k`A^(fHupt&_?cW`C(|jB$XRIBuih}1fHyNt6
zKDj1+H!Fw3M|X2B1pgU8<BlRjsSZyI%d^L3A>KAoxE#NHKfSx)K9@+I@QCdc(DCP>
zgYe6e(3j(y;Xx>Ixe&N-z}F|m?BQ-SU{q?Blt|H$>D15&4t1;a5Ms%vB&r2?t7^@j
z4PCum@MVr)iE+mIKTj7Hnq~_?HWIDK83@u6bKGTpN`eD8167spztGD+ZuX?0IHG5n
zPXkVq@faKQoM$5wv3a=-pG+C(*o}!-{e4ZSy-xj7%<ut_Tz?s^X(y;=tP641vh;$O
z#Wx`@yV&f4%E<KFYi!0<ibl288@1hunH}GK+6+km#*;5IBF13y!TyfwWkz(q&THQI
zf;Vkd?9S=pJ$mq+6|U3$ir2bgjCx)zEbQ!EbG6sSeTO)QEWs|Ma0um1$VY<{$C*rk
zN2~)Yf3p|rYF{8nl*~o9+^cRX8$QE@Xv}B+7B(FFSXkP%uiM1a+-ooYc0Ettn((*G
z3w3igmBP{q3BCl=W0hpxUdY&t*yTpR1DaO`wu0((xIjX_&b!5q38p&5^U})T;KT`~
zL9=Jren5xq-j=J+R7JaUG(MYE!Eawof1sGKXmExc^EUoc!LQ1N7GHFrna6jY5yuTe
zs)Mnl^lLtpexkk?WO(9A?BWL&D4*rTZ^Shybw~a>Qz&l%u4!q{Ca=+6)hlaX$kipj
zuL<X#7c@QXdkHQWrT2}mS~N?H$s({u=1D20y3&1D{(j2|`2K)4#l0&>KuA$e0n-$c
zJ~*%SoxROK>$ao7G^be+ZPwnzU-G12P4SSNwpZK_Xw!g6;Q_^^yURgwy|(-4nznLq
zBRfsqKn@&6X-6vFdUxxY<LSFoV?KHB`3_m}S@qTQr2F5>q!Cnnm<>=N@BxLzHggAz
zHy`#AOb=Y9K&yx5Wgb8z2-2RH%7q(c+$4dGN5IB-h_@p(w27C9#Qs^t1IDxnK2Pz6
z{`Jm<+o_Kq@FYSZ(5K=EVkFfqMR6F%{<+E&eVhPh#Q5<{vS?CwMDjVc=FOeaz9=(A
z=qboxJ8OLL(rrP=@Syqs1PGhJnHJuFlVPsT2Cq;ZH&X6?o?0kyInh6Vu3+B`Ldd{d
zK~OI0vh(@8ve+&SBy;)s-2<&XUeqwq@=Q&CuDSq3ZBN{l90WAUDaa2#&MH_;KE6OW
zFNL!1gdq$cf+sWKTGdy@4ce<}<0bJE0Xe=$=rJ>%0nwY=Nyl|QUOQIhMB+e*d_SKh
zWvcVDyK>kC`jA6Px4xaV|Jw1EGQCe2BjKIN3Dtr*cc$fCeEuMByXI<V!gP3FpCa^z
z-^XI2zFr95T98OmSkkZeRdL*fA;VAFbic}?O85M2QGt0i0CfQRAFr(9T`C_AIFGA6
ze9mrv3NyT(@neiL%eK_?-4??=Uzqa;$|{hmfUnqZJ=bWw$iM6rppD|LbkeW!LV1VI
zfQF0b`5~)U)E~%_Yc<9WE8jP3zP%ViUJrViNqI?q8TQ`+`b3$7kz54OZH)hAme%L-
zl|I<$LoEC^!itwL(6+(FV`6{*|B&cJj#VIPrMd$StSc(2*=`wlAUO@>ApmY3G=-zU
zoGkq@5^x}fYh9s!>oA*nQ}?ABi}xTk7DQ#RqSAKU_YV%DQ5a^ka);<4g+nK;)c!Gu
z(;ybN?7VAFyF~6R|1KS<6)LM!$8J=0>>Ou88wp<0X7s2DHxD)wefbYFyo8Zof?U*Y
zkI%x6bgAe5ly=Y54s#j)^A8}(Q}x2yCG*SHqo*(>Imh|W((`#8Z`?Ny<lW)n8w~c2
z53$}qyeDQ;4M-RiQiY2BwDZx{rV>Z)@}`}cy~zs=XnXKlh9pGR2o{L!#^_oFzG%r#
zOEAFz(jbB6M{NrST`*P1q?lSpo{P0#znOF}eWB-s{Y<cy>FE$?!f+Eh3X#<TAM%6L
zH*{7z=V&3|`2rpbv>|9O^IO;`yPuMTsy>wYv9ES;+n*yJEkGiU@<M|0m>O1~&Wcj>
zI{$$vKVjN+e&8-<*Q+N&t1um;Mv40X@?u)I>{*SX6H9gT0dmTVl!2lRgYDrgI3TI<
z%aN!5<aw-IsGJ04G9Ugb@Ovq~(0M2dSN+b8CUkR`xv6cxGV(H4_(M?bNzE72OO*5;
zS<G=Su1T+zqw<WzCo?$Jecnyg+|kHZV<FD{O+h#iCjSd;+}_>}23D=1+(l}x!0;q4
zBLK!z0jOiL4i)nUWCIXIv6W^AvM@U5&(9}+#k`NXpYj?rMH{n0+jjgwr?^7%!YkgQ
zS50gD$#?Wj>+@U%B$#Q}m(_FDXOwqM?;?*+4#I269Tr>`NrA0|xiVd=7d%d2C(--*
zA>Y-K^Qn`tc*n-i<40{X>z(PZbqb4RfX1})MJW@&q6I+N0&cBQ0Pdk^R_aJh6qMQg
z<v2pIf|U#x72E~0TgLoej>!vx=9X?28=T+;cI|!`eumFcoG)N)z5+!MP+FgW*BRvt
z21>0>%`cD;2mj{I2jWf`<&T&>n?Ys_NUQP%gg6yYUm<|fc-sT=^Fa>IBb3E-!tw@V
zVR;$S+uO@z9D4P&X{SY3YGl2$pGh}rg&-4qIqQ-RzE8_*;Zt<;{v#JuJDiyr&EnD`
z*~$GO@G(4P2%VkeH!EvyxNmpd>ZsMLV73azF~6>l@XGX7xr#+WdhikkRdLr-Oc3OX
zk8=5edGQC@TaeDW20#dkU5J=R%}NUeTFI{}I`{!C%sL6J&SRyX+9_dBPLL)NSPOq>
z>qKO|_t|>9?y%a~=Qy^1wGaqqFTLwIGA2z3;wJ>$N2vv&dhC=n<FnIpZ|ERU^}AnS
zm!xVj<n!BX$39;r>^%SZ@}taN-V%s*_>T~pHOrEfltf1b!2vQc2Y5n5A|qu{uxf^g
z$!jzwif|sYA=(EIgg$z_XNXw=5d`pXuGSE+B?3sy804t}ERL6fkufGM4Q0fZUMSAW
zf-L#mc~xgVg4r&1fX*2K!ewbXEQ%DDDagn`Pym66i5pikfWCo~R~-D;$KDbF=SKTM
z1qM)w^G8NOb02<;Q8c%cN}4Bh(O6f@49{d<2qF!X(+m?yTtX)kVi(B&+2UAf4V7ff
z)Z>9piFXxkKVV%by-zF<_%lJ78}cN@<{6U>&TIt*IA;KFm;_U1r$9wkZSGZ@c65bM
zq23l?902K<VpnH-{i5%HI0Rs+&b!-liFU7NPoJ&;Jn@C6t%wNDDMfTK>wt!P7(oce
zr`vS<JcMciyUYh~YTSgtAb8j@Tbm<0Q%x#b%IlyK$5q^ClZQ13!@}4puzOux(*CO7
zuwH$YT_-m2446PQFG3KJZF^Po&0b4Spz(#p031SCvQ5V`st^5wXfX*s+aX+X(OPE$
zkL3`Y+G`+op$kkFK$Qi848O%1rH{S@m_91%Fp0Cy1STMFWW<2l0RK1snjNvM6>=SL
z=C1=W5y@hn0(MjnA?*EYV1icf($7b)LJq_*I0!)u1+$4+8wpiW?rpk%91?U=g3e0<
zvyKmx%YUPHXqYuW+vug8f_n4Z^3Zv4)u{&|5}lgft219aToNv|0)kq)D+IuN=G0^H
zZV~wi)Bi?(cYmNItu=Ea6o0Me@7?bgx$`(&bX%rpWb}s}RKn?ai-fcuTghO`b-ki}
z62z$*tjZP95!ad7H85>P-8cKsS;Ts_3Ii;CDND<u6>pHBhVo&D<GqlwJzEuDrCPRp
z38bF*56`??5Nrqaa~p@m|H>)F2lVgjr!1UUFX=Q_ATgF&H7En66E5tvq6j_3#5pPT
z<vfUeYGvI#pihII{;+b^3b+bb%b&=?|HT2msb2>sn#`pv4j!Z=E|Bo+!S{feCn^-b
z=e1foQu3TM`z<lbx2FP5NdulWuX7IE2h`yw5b872;wgx-^aD@B_ksd!baZsol0n5L
zfLZJVEKv#e?||(<#c!f$ZBXVi@bZ!Zff^eZR|<8~mK#W*T%-UGH9a2(2^vrk!~tUJ
zqyZWF;>8OPLUIp~&>8QrKqU#H9Z|_4;Cr|hoY1N^al2J-a5%)Cwy$@N>zt#n4p#$J
zNBaZ%0r@l@m|HF>O(BfK5vYwv$u9uoROfu4s$Od6xrmHwTMh>#5O~G(7^d&Y`-v%6
z+>h+!g)`jdQ2B_>eJ|6_R;{!7K<qJ?WzySaf!L9g2k0fFao4)YoJ~p&`q+QvJZX*s
zt4P=793?3l5TeHjR`TU#$E0`>NVy8tIA@lM8_A!O2n;PfU<%)EJ7juzDzMtQaQdXj
zAZxoT-F!t+l71jq!oXjw{$Hb3Vd;hq>?t%Exm2iA`~FP_?iXnD%wO5Jb`pyS5Br>U
z_w5nU*KDslSLFOvi=LAYV3DrU(7V4h!xIGF9<@rcuWH__IUere{5a`WiGJlBx)ggM
zb4o4b;%GO7cR=Rl0eKfq=O{QBc-3Z5tRxpI(D&uVioYvFmz^TVq(9Mow(1!wkoDX<
z<SMY~#jLJWfj~>cXS<~yz$5z=hx@vP;7Q%t+5MI<!g)g~Y4;n;_>IC_J7V#Hz=ita
zu6(hR$b<0K!|PSDOq3Jy@ltSg;F#c&`+dN{0+3YVrbgAaI#oMv-Jh8EQ<qyg*O9p}
z10=F5G?2NZ?hu^K0%_AZB2q?gmC#?Ar^5mpv6T>L-@p3YN4w$<&P6;;=Mu7e!6ZYs
z#yXzP3LOv^qN(0b2}Da-r(fS9I=Vn4Bpb-ooQUQa^1mY;42Vq=z_&I(Y5ZdDbS<)`
zRnpY_&^R@^J-+TeV&W{{U0P!BOJW1tge*hsC-e1ebI2@e%Kbp`KJgPg->j}-7Oi;x
z>3ZyCY?({BuNZiVO-MwNFqZ<Gs!!oG$jG12ummyX%aOEbyS)|quTLHzdC%AL#JEx(
zuUj}s_FD!T`-_$LVgr(JEPN~`HqFR2UC<qCcH?mMnJ}PejVm^9>hE(DcW?gaC*n1_
zk#;_}i?@rPhW^xGJBex&d=6X-p9Z`6Uk@tF_E#iQEju>Pk}t9TAD2Gj>=KDgQ+k0r
zBVmZUL;HZc!rcqFol)QhkIfuk@j1svoq>~@W$CLmiz2P20)^9Kh1c9J39m0N4~H{Y
zJ8r!8?3x!gO`>riR-C1hl|@v*C#G)Bs#5k`zTqeB!6K5*qwB2V;-iL0!utTiL}LtT
zeLs_*OPeGy57u=f1)C|3D0tk&?CTJQ@6;m*Lijg+5_hB?@AS7CF!1n=aw4%iNPvq{
z=5emT#zn#2weuNsc$|##_JvTA&qFW;N1T1J!WmI>d7im=S@L~x@(?pR8jKuyYWLLH
zg<)N5+E)D%jj3Qu%T{^L?LF?k)Ot!-a-K@_+031EBApEUrl^nbo8~vnS6sMu4Xqgc
zK^(lIv(H&sJ3x%n1Ekqdx`nz@6rsG{#v`8l@7S(s$iRyaq8LzNc>;S{_G2b_h*cX<
zlJ%8by@moTHGohnBpx`wKyM`K^=tok=lkqcE;Br|d0T5<i{c}Z+7r>zu|gv3TkeOt
zEaUMwOKBLr9L!P_Bz;m)sVBq=?!#F5+ZVu-V?;0&&=_xZiNWq?kGbSPDMu9WzL0<p
zQu`=s-CpFNMq?fLlh?W^HACrq-Q1ykIJSPh3UQ^t_|q-gt`|FLV$n~uM@axUtpA4i
zM687Tec3DT21<!M-Z$vymtar7wr%8c%0e~905i01t$P$V|8{E;l`afWHVo1XlsIeG
zd>EvFM3u{B&x51Jv(<F}YX6B!Dc=MjZzV`@?CP4?r#H624j=hEtSdEG<X(T-DHQ9~
zmD}PJ@6bvLjtA_`UVAb#<+e+(u!w#rvQ%yauCR~FWs{Ws>DWG0jZ-4Dkpfdq+=P2z
zb_-A#mI>S%0z140?IAAcwV7vS6_o{sg*nC80Q~`<B&f~~68RH~2XH_}I?I1=M%Mxg
zTZUIo#dVI;K}<2Yxq464;#~gzD**>E9oZBv_fo8J+roBF64?u$r=!Ll!3|C`G%vl2
z?0a$>w;t^Ndv9<Yh1~5j^XvF8IYHu%jDiCt0Q}zkNe?kdzvz(pTuCX{MOA9uzv+kq
z%Rs1+Yk}g&z(gOZ8o;eyF`t0<IJJO+1rK=rm}*KWK4^wxq7yt|Qx%H4pMquoV*4p@
z8Rs(GNHZnUzovL#5LzBO!wn>(oM|bkyf*=akwB=*wtO<Qar5yYM_Z?a&}1}`rsD$&
zJUh53!l?rp5ks$7eqnvefCq;VgKv?`6{o*mlMwouCAbigGgWxle`$cY3>_voI0hLa
zE1N@H^R@OX1&DSB+OCM1k{KBg5~$d`UIudE@}<BnMBQ@>k25(RS?vey!@_@MTfNo7
zSEN$6>gKk4ZfCYfkP9mjn&0`d*1IFKwQyPN39X>TdtB@vHNL16f<-|Kr`O)U-m&I)
zkh={@&8lu7NrZxwY7!tklkNJTUY*W2>CeYnuda#_CQxEBvH%dF^c{?j5yws?YTtw@
zFW)!he>ZjsI+lEWff_csE-V<jw^ZCoF}8PU(Ef6weKVezT5}HEi4e>?-|6$#sD(bg
zkViap${zno(;qbP2#V3+4lW(*osa3AA2Wy|>L5cR1OH^TH|dR@Uw2G`L?Ei_yvS0?
z-|M?zP#kCZ{>?ClZ1C@gz@av>wT_LWJ#|}m3Vy(NoHFQoPYmWEAeA$YN9rE4<bT=g
zKOP$GGu5f+g!HsWE}Ff4oLdK~0g{g&7m=(#VQEp6qQCwyg{OzZN-lIcpc8&7l;S0!
z{jTIw9#F9D$c#uc@C#4=b)D?e=_TAV`8$>eGQ%1_`GCMW)L0$oOn2SSmV?)9P^R9l
ze*6qe`(c7mnh!<Zj#`0>C2fn-M3I-su~=H?0_&Ijf_F2*uFNReML>T(Ac0cTNN4Uv
zXR@c!0ddLF8ZH-ZQea~}Jv^95szJSoX(sdR0t^;}XzQ4rZ)RPrDD99}C#N76VF;Je
zm<kg>LEfwWFU7GbrBEjiFX~$kjb?BVI`b&`0i%4GS7qF}a)(ZotS=uLJ3LiC1DKM9
zKj}xsbZ=8IHYio;YIbKt3T|AWH7~EPr>;>a=5q+vU*Kt85x3=l#mAIC31*pE{*FNf
zCdyTcphW;u*-G`WI4Lb-Qhz0A*e{THN&e0tB_Qm$d#vlr=wI39%NGNyoRZ4F&x-z`
zcXFFkjf|`msy~i=2XfmVIvR8$i6B&j5`~cKr`}h;)Ff&iS`oAzUGDI$b_RuU)-h~2
zBx<F==Uc%}rVl5+l9*$>zEZfvc&=!xSWf~{^uZ@-i_tm0N~vKDwP!@T+0cXktpK(N
z>-sA6J3S;8SgWA6+SKU9EB?*W+ooJ7kuCY^J}_9UYW8w~#;03!YP?rzUZzG;?^U`^
z(w9WzN-z(Lun_NwOvITt!uvx01?6RrH;5nnh(FXd2YsFi_;*%3T1Cyjy(F;6do-(v
zfX*Q9#3B_6j$+vY<pTI_Q7G>bYz8P}<m84RCkU17{=XY+l0d8!Xkdl+W)kfKzkjk=
zvo8K)I4GVG$R8(5zxuY{Vv!YE&pOZ+M+b?EWlGtDIV*3l&j-E~FX=rn#BsZ+6QbTx
zdn~C845?4_K#srzRV<X6L`@aczJphM2!?_9HsM3;QtxCRE;XHt4L|CUww2}lX`SW=
zY`AD`n+(UKD7_CL1~FurpLw*}B4cUxd4AukD<gvdtR(wikWqg!hdI^Eh^(eg50E@*
zg>7NUw%ErwPCxkT=qW-8a9H{$OlF*INZ)N|^hiwK9wsY6g%~IDt}g8q_z3W-_kE5)
zUv9J}(;sS)@!Yn7A)rgAcz@CXsQyY)ud@%#!3<<*Gi!a%DKJ?jt+;U}{8{#p&UU6s
z6e@fInD0Sl5v-W+2c#tMRWV;Ge1sx|FapK~CxSZ&Y@d@{4ZZHV9#@E3|32}&-Is@T
z6d&6Y3jTLT0?GvJLR1aVIc=j_(<2VFi+?)?z={>L5}m^g_Mu?OlL}0$xbKZ5R?Wn;
zN+nzDyX0XnIZkxgpzeKa-An5py0=MyOWJyzv2DTY?%+(4kscpGltqMgRaFNp2N<*i
zP2hEZ+YEqy&B#*#uWG$LS|smC0Bti!wE}zASHMZ7YDjllM)ZZ@ddVNN9b=sT!(IK!
z8PurVG1hRvKH5VZ9lh-)77c=-nD$ULDeyPUJZlEpu+3R&_0zRMVLmJ{-uSMrk0PY{
zCO1bMKQu3$x;%v`2+Z{ubU-}Z1P<82py6u>@mE8t5GrDs2yEh3Vno8l+-EMy3Dk8(
z1>x>lb@U-p;5yaVG^RbU0Q6z5hU(R-bQNJ)(a~Pk<L-7uDJ43ihe^2b+ot<b>lJ)9
z&js{mKb@atcFk#2A9BE(W=Onu$;F#FCI%jTBrjW=Y$=~>vAMgrb#Iy1|GJhFE#3hx
z5gD!X(QP_|bECq{eL+}u?~YCS-@MgOTF4YaZ9B={XB<gStnkF}sV(Vber;Ni#oo`9
z$HviGiM(A801^t!K|gMOv~#~LWi@L;PT8U?$zGvaU%q8eSe5v&_rR)dKUn>Ry0~ai
zf_Ed}rAU!=H8WhrR<>+BFgop-phG3%hk}m=M#c`d*BuJxl%|2au(-1waRbxsc?u_-
zjtBp35NiaPm{UgkKRYyvm4Qnoo72~2Gd$49X0f{?KJY^L)T{}1zOmhW+M}7fk*iI+
z&3q^goV&IazsYcn^8uWv;Zy_^d~Lc7`jWxp4tW<tOCYHy^O{91B7t?O17z|?sODIc
zMr44$9as5**<10n2mCxoRS2d94k)ms*eUyjqsDzeyQaPnY}@vdDA&-?uj;Rk(fnpQ
zw!~Los0609#f{qQhxAX&v}Tzo5Ahh+b)(=1Nj}?N(Ev;_e>63=R#|NPT-DAuV%f7s
zUEgxdwD>%T|NO<-|F{$b7*)_$?Opv}fdM!FErf3<TjSh=Vjf_#w;?URGdpNr&ncJ^
zyd9`JSyGTv_|x)+Ql`-tqcZ!GWZ9oue*(5och7-~2~S&9=GEVpK<Xy}0YtGxV@T8a
zfrIFlChICE)BJtg4(P$4d=;<L)@RqbFGEQ2a+PbzixpnFW0S7n$T~xfDOLrWix-n7
z%A<7Gu{YuHQ|O~oB08cdg~v>i<)hO1qlW?_r+J3#G)7U`uv^UM<UzC@6Q~=$Itc`Q
ze+DiKvV?U2gEC5CV`P$Zf372ZpmDo%xXQJeJ4@u0sYopDJ$Or=MSIhA>8a{PymiY<
zDd^g&>YS#>60;*!6iZ@DWJ)nd!XW-GKI_vBv^$i%9(LZ+<(ZRE$H2rLRNIJGxQ0iW
z8R4N|QEi>j70~Kt&ew+n0kzFj&NQI=03kGIrd6Xk+^1!-prGLOR&=_A(EAtAz2Fhr
zvZRMT&$U=7e1xW;QQ2G=Kht+;*WOYYKx1}*QDZ7ozyHk%8k7y%g#}+fRV^3wIUt|M
z<J$L*srObi$1RB<H@xDubB-2_BEz7+Z)KN3Bc*gtf7G%@$Q|*7>0Nrr+=ufNRnFMh
zSbK0?%-XNJ8!i#oU6w||s-KO&iNqW$Zy8!8PQ|KNt40{>uta2C8OlVP2krA`jdMzg
zXA@>i{#E9I`%3-C6Y|@AB|ScSgui%_$iQSR1Z&@`_IM*UwOLBK$VAx`?#kHof+n&~
zPH*yzHNr+z(=p9aLt&NV2A|sB`p1*PUr@!~;6KvZ<Faf1>*(LIxG3iQ>Q{s`W28e2
zQmj0!g@z1*iCvs_1_1XfH{a&_HE|609sm0mYsQmB8X;ju%E%Z;JFP<r^;K!vyoAHi
zm}uxChNS(V?bUolwMsnqB`Ize5!3*e&oP(lf}v{5pAmv+oXVuVetHEzKbMOBJ%Uew
z8-I*pE4TgVVt2-@WYYU1^%+Uozl}_TJua#mOrzH?XqH3-b8{QX(%ISyzT}LIwEaqL
zN5!fF&oxN2_<dx=x!s~z1eZ^##CMt+l$6v*NAo;oB9Ux-0_EEub1|>f8S%kDo=!pS
zwMVtT0((9ry+jBH&75Y6;^5;c=NQBI(^CWd9|43ot&f_*Tr0gl>KU*%Dsc*AEN@(&
zLxg=QQuT2IS)jkk4tZEj$d(|;))nuVC$dn)--CsZPL=G&Df8Rs=PeL4oeS>Sw;_aK
zaGZMih<JgJkPC#$P$F6PYRHAQgCoY$OT^EWn|pn@MBpX>5&eGeW%bqID~{rV8it|i
zO!(#8ar(cDIqWK74*Ip6IrT{9Ix%{8QJ)a7=AN(>a3G|VXJR_BN9W<Q=KO2n#s-KF
zFfVscK;!(hkDj^Y-BvCc){QR3&_$nN^sI@e_z;<x+<!1UNs0DEg_5OUf&RXn`m9{`
z>jo{Gxq5|ff6&p^nIn_<MI@)xDMRTXKAX3jWMVHzuc_?wx~TY+u!4sVJeHn=J7v9X
z#50!;`MjHZTKba5zKz-YIZL`1+)0<Hrr&y(I-)*xd#h>PXL*p`gdHi7^Ua8Wni=*k
zPtGjtgujpT*Ux!>2|gE-cw&ea#7v0QX5+mRf@|?ERP{C_I;NMAn4Bn3MVdv5ARBu;
zm|h0rm;A)@DkC2G_KmWa<{=^K%?k8iyE3{?yrHQot{P=7BQ$kQ`8&N?L(R^Se|uT>
zLtneX1>G#w|JTbubjw#lXL>V?;ISdVV_QM~^1lm~aJ*|nYPCe?jy&Z$*&%VHWwe8A
zM_$r=NfNTI;b*9RNlI<bnXv7D^UJ1lo|WRm-Q;08!UyZFyw^;i$CNTv=wT8`PrRd)
zNBg#)sd@Lov#bc@16Wy$#zb9&QoX%drOszDx9h^9@NbV+x3=$3yZjYlv#m?1Y%+(<
zi==F(2)+M;`8cO5pCI(>=T`%#V#uQp1Y;Q4X4cBPTuWS*NRc;>!SC!J^PExke0A>K
z^bc^^>O`{Dt^^a(XPj|7twhVFs3*vYX5^Da#hv!vT`6p8eU^ThBqw8|*-SlcHb)H2
zTT01Vg}pWPg4|o;SQPb`cz-h6?mFfir`vMw2y>5{c45FPIpg>zH+}9+wRL@^N*4N7
zFShL2Ih9ri{-|xjPVSJ0VH67n<Oy2^9l>F^U&Bu+dCV4R&4ex_wr|_({A?}|JA^ll
zB|n(2>2cA~wr+Tb*F|o>>FP{s2ewe2;V#+A9AV>I@xJ{^cW9=y%6T1gj8*PZ%~pN5
ztaR5sJnpSoucc%WN(`a=$942k5Nu0?cHYS@vqwDrJU{oSQaoI6QnL?Dwvv9-ox*fB
zO1EKap?k_gIU1}=34Zh6A5ni`VS{3qMy=o)8>10?4<Bj&&}+wSRh1%>Wb9>fz;?lp
z)XFDfg4wh1+c1f6Q<F!MH&5BzvTwck;j9nq(UXpNIIC9C{jUS-`B8hHc4$ZNjFpDv
zgqg1Z8fqJOq4+`u58_+@6~<;fAGNtju4Yoy@utbZNdL_KE;w}iS2}Ti?jJJWEI1Zg
z*Mn}NeulUug$4%kuH43NWn8g{F<Nn>#~8S(=&Ig_xA|jNDuIOL<oAAMUQTjgc^e#x
z@3vHEjj;#f-cfRa6+QEzLSv-usw~rOH3mJp-m6vIPRv{Mn8tFjw*JMY;=<ywtvP?+
zt(TONbTw<Wee2dswa)kCJ29e;_>IjOt<N?BXDC%A@>$;<(g_JLSF@9*n50y^&{R(=
zs;stW#{Gxu;IoYMimfvKIau=3TM8lf#qRkiW#zgtF+T(D+$WBKJX1302j9Q<f38zS
z5yN8CEY`r`H)3u@*3!b98<vuhBXS&7LHZP0k3Up@%@cpru+ovX_0tH3H-Y)%jWgv-
zm+tp}h{x~CzljdBgnxyp=`{4!PV4T3ZWpH?K=g)<vI~W+?QtLulDou^&B)D)F-^&j
zmV(Z$=+bleU%O4eCe(GjO*5?2aZj?`cC!1__I-5f&-CadD+i^<g^DUYqJ5Q6Tf!i*
zvP2dSatm%paO3_%*bz*7opQ_!_M)2O^PD{S7=yUzXN-v~jRrja`(WSWDMqqmcyzvN
zsMK?$S)!V0Wa#=mMoFxxrnYoDgrxD=zS%pwoboHxcJ5|am^fv6u1^|4ODrichbeqt
zd}^btod&t=`!2^R5t}KG6(LJweej)r$oHMHYe!W|zy0a37U?jgwNSGJsitk8km^S-
zGa;<&Me&G|m#BnLZu(DIGoyHY^Q!<E=R-sA{&Ro&G(!D-`cL-sPWJSlQKno1DT1@3
zETf3#ZaTBr=?9e258cU}JO(UY;4P~Sz#IC03TRXRCWgF7RDSj-ZHM1O2lK+{rMP*J
zoUAd1gYYLGgXS4~Vx}~ly^eXq4_AB&Hybnrns$X+;6;-)f8@qNPA;+LylG+JmfhW{
zd!cfHp^r0z$-10*F|}7M;dIyKCyD1C+z^)CtXf~NQi>RJG!~{?JYoSa{!`c{p%GnZ
zqNYh`c%EmH5fphCg8P{Zng761ohC*XYFWV-5>>G3uVma=hS&6c{Ljl&oG?iXNgYe1
zRE~~md0OPEP0)Id1H=JWYTP?3=#~DHlA45LWYf%(a>U_99bDDQmFxZW)E^jk*`g5I
zQt1wZ+y(X+MuQkluJ`a#*ah}P3|sJ|ZVTz*C@6OlqjmOA7z+h7a(eXc)7Zpqro0jH
zd8e7)b=I-hwWmm<DE!`#!dlnYpOWw%TBEF6r>F7qI+@~2o}6QRd}X?aso4&#XD>6C
zPhbA?kP9bPaUmqfKrP1vO_?{np&M4Y)3Gh;dJd(uE54@YsBOyjz`JP|Sv|w<ZV7*{
zodx@NR=2sfI!L%~|JP7w?x+s2dN7@$c4OSO($;-{s6Ca0Y?^Xi;_ezwC#9tOSwZw0
zqh%MlU9w_p<AFv1O@~f*zm|M!7+~i|ZTf}3i*o<-W$D!6#C%2|1+{PHjad53`=wcn
zPaC8_*=$5Sal#i7qlY0RMGW-b+cl@`Fyykv-mjZ=D<p<2g$0ePP(S$Rr*mgJ6hinY
zFlFYuw(NB}t$hnyOWff@huQ9+@IUBhd<j}-Eo)?AXh_cizfv$u&MlWcuU0arsll<i
zkM@Ub7H8OB|Dph<_{L6Ml|CC6!pd5T-C*!4p#xHsfdI{A^yb$^K}S1(nS??`_k0j4
z9z!S-PG=azo#MIvPC+`<`Ulp^jXI@|{A<=Il~nmps0U!*YxsxX13d5{;if(;5K8+#
zgRzjHPGGZ(2D1XclL&*R@cuhtEN91jV)V0`u&rh<gbmaoT~F#trI#N6%Jv&OvfR9+
zLhF5uisdA^+UKC+nfB8R*NEMaY55jg<v54yYc72`d?QBjRL0Yn@oVoH<3EW>UQ`IU
zKU<Tw=xRmA;J;&|VLLo%@L3ceX6bze3cyOq${%OjVfkcF$;qGn?=yb@k!*()H9j!E
zkNE8?k2q_G2~QuJ;NBk`(XKMX@fNv>%XO`ff~ol|59fDlnJN&xUz%}tx;53AKlbPf
ze%s-vmcSSv@!H`rzOC3Vay%G^^FtOAX_CXiF1x1*GE2$7R2?B{jBZ`>s`@b{dzIOf
z=Akk7)UeXe&sr(N&)E|vg6`Xe&MeVBz5mKkpMFlhCTZc};7Av?{Ipf*o30T22$}Nw
zkFm%#Un`Zuyqc0}yfg&82Gz=uPD~n+7j|ESiEWmXEL4RIqk0gZ&4yfGvR5~R{I6of
zZi34h#lf@Iru1?#u5d*5^xRF%%)XP+k63l}i<OKAq97Kdd}a6}R@omuk(0=O{~TKK
z>m&j}QTcVb%IAIS`$26t*9?}?oXdVcu2$0LF;AEN*g31zl<a*G^?S`}DEUy(M<71p
z!aiVI*P5ca9@)*rRnUFft=;HWn0uC&>>8VVb8h|i*5yUwt`0;0+aH3>I49I%!fVn$
zVs>0I%HnET*c`(ZpEh$qv7=5H+sGepu)5k4=nbo9wqK?mvlOvOIe77azfY$6t@t+v
z@z((9d)pN(7)YpQLdm(hzCA8s+!ltOTx}cWCl(is7THV;F)JP>fmzh_X%UB!ozmCF
zCWYbR@UMZ^gIr}+JJgM^C7f5o47y0Zgn0BaQ83YXZ?+bDH2C*b)le`wv)1piC<&RF
z3!1&o`Tn^~SahXchhOYRTE*4h&z7Oyyo!<gT!YB4bFdsnebVH<UM4rEzC>&5D@hP~
z?}BOY?m}&>GHb#x*7_WaL_{(8Pn$VasoV?|O-T*8<{U2Ar(Ui&tN)1UEbg-E2)^e>
zMR{3!Syj_%@@fbC-Jv>!w%#Lq)gLQc5I6A$vZo5_Md6v?MgDPF4|Z^=F1eQ4rJS!-
zFj+yKkW*<!S!g<|gzQ33obr$vT)Z=|5wD<j;>VC)ut@mL_O1B2v2|0W(iFiIMs=9G
zWl?yT8meehWNS0$SA5rt5V-wFa-u!UqdLzYoxJka<xpC+i^eNf)U7d34$8vw8!MiF
z*}3^sdA}~aae+sLk|yDMjl*txIF>`*6+38%WMHHGjl~gSM)Jj@MvDZyaP5bFHIfB+
zi)@kD-MZ76f>^!2^&!!n&w^EL+2y}+VoP2<dGOay$P9id2d$vrq}$=5gD@3e95`!@
za$19Bvx>foEvR=DN*E;{t?gF*j)xdB<n3{}Kzct3fjSz)c4o(q6{%+eqX&-O8hKii
zhv{81ZWB(05DScd8aqE)DBG@JH-5wy4?K{kUF8`)1+1(_s;E7kA|j#g$C6q!-YKQK
z-FhjBqaM`lNVFO3#7qBR@nm#p7gt@=+AbdCY8`6auxUNL#WTybM#UR_1$qU)Asnq{
zhmuXs_q(OX#z4=ww%@^;Whjnsq)12)bOV*$$7FPiwG=_jF#{9tz@(sGPdz-J=Y76p
za8dai`b3||l4C58P`HmkFu%T)3M}@ZQA-*BJaoBY;)cnFAM-SsFKI>b+;HdQA`pj*
zy$2zFPiT|^2)}N}$9o1-t@_*evhr^hjWUUwtiAqA4E5;~TgwBrKUDBi6gCVh<wTF@
ztr-rnHRIFT;=|zvAH+#i{$gTfUSs^DejzrRFC^j}C%c$`T@poL!}a*@(vs58;Gql&
ziNUPUf`Xb)@3b;|l&ow?Y9h<oib}+*KYaVM%H|v&<u<#x1zz3HTBf4Xy9z9)PtLI%
z!tolA+mVz%z}65qNTg;FPZc48;N$huh0Q<3xxd6h&Q_aBBC9%LbrPoOrrP);U}8t~
zVZ3{$wgp=qxpiErSSrO5{F-{TkW&f+W4gUaCHqa7`&&iEm9UNzSP>^b)0s0~tR0Dk
z?;wZ({u+9A7eZK8#0jbyhjxdO{-U=U-17rUL*1mC%tGg<Q|+)%*&N_!ahnr>uk}TH
z8t*#CL6i8;)y33p)t@6UEI^GomNkj82$B6`%#WCN<=Ew<E33f=cd3U`@y?7?TpAn(
zy2EzllV)w+C0;Q*3??JFKN~BKktxe2cJFb%?ik(3evbeAd#UWce-B!aVTdZ%W5zs<
zqQf8rJzQ+$J3k96)SYon`eA$sXKb<E!>;%y&H^^y$T}PnssLO_*}d$bG5geT0XRfW
zKlcR4UB;R)ogXmf%eUVG2-Oq=M~zNcB5FfI2nmGOI;C`pAY{sVA1&Es9nGtb&j(&O
zriS~2?P`AGe4l4AqXSFfvr+iP6E7}nmJG~7$1mSeCo~5Y4;RAd<Gsz#2Z1equ){iS
z<GK_{UcNQIHG7TuV$iMdNju@;;9l#P^t_mjxQzegbLd?%@Zq^t+LDk&JQ1nw^|73D
z=)Rw@*w%N@Y%193SW~=gxKRKqk>t;%O5+h~6+MHu&WlN`P?qORLf@npc+K$(f*ljE
zX#Lk>gGeTHcMR)N_9SX<eia%PzQ%b&yx6L@*1;>9DQT(AO2rL&GO&p1^QXmP`+WL1
zpdk$s;C0{>&?DP;{zUe|{@S+sG7FIn4mDLhwXO!7J?7V}+Z@^#E8K$5WJyj!{{gRr
zIOm+ugd|uqgw`Ht#6j2rSOKDUG`86A3)gkxM^w)Xz0g8%!rJ}5;t_o(@RhW(zXb<5
zktw$H_e9!Njkyu^3k2C=d(gj2V$&zNjmiHic2{1|vI>8uyyE*HdEkFb*IUFuTRj^A
zfUNr<d0z_Lmdj3ohl;5MaMFUuzfx?%q+drF|64F!1I|bhaBJK=9?a9m;LGHfde6?q
zbUI9E_M_C}Jl&x`xNJ7v05b1RUEq(MQ*~TvIGRvopKX#kbG;EhcT=1ryG}q-{;LA#
z#>V7^q5SGYsMw(u_y`z0B(feO-#U!mM+3c?FaZr{>z~zf3ADV$c1-7z8e|DvqnZ(K
zzBJU#*$lpt2=Me+WNh?mP}2v+`GSmOhFtKa*LJvNdHa~};I?4@C_l4Nj@pscF$NAq
zicOUdqVkVV#Mex#<?kVJ37%<&O%en2wb)%qAt!nVgE%$&|HaaGhg1Fj|MQleEjvPF
zWt6Nq_Rf|fBb1R%vW`*q%1&kP$jsh5q|9Vy?=9iz7{BNFe1Ct?b#-y!HSYU)KPHJn
zmV-@7);i<dBmGNb7_2SfN%{3WkP^R-4XJQNVg4<%2YE81FdnSok6Y2Je#}C$LSbZY
zY5$Tg^B{vZC-qET+^+5|9H5X2hexv{a&z+q)GuIx%si8e2-MKQ?N4P)O_>c!jl-b|
zofb0X<<%lQUuTdU@#*SNw8IW|==F`@hGy4(s2_3O_s6T%zETzEgoX-aZHTtT2kvnP
zjVPW&-abf2{EoI}rrCLX)5o){+p7Hu{#<;u20onP4-Te3)&5l1%sVi6Sa9UE6>iHP
z&Klk|iD>a;A5(mLsAwCg*OM7v#Zow4@cvUoO5;q_T>g28bm=*c-e^AMc*39SFcB>E
z?Px{Jrjt~h7-k_@TosV}&wUnN&9of9g4K|C>XyvzE!CGd(|F<Ue?Q^JmY=K9UiH_u
zE^Cw|j4*0p48N4%3W6XSbtBIVUXJh+oO-;eF{=~T5>mGR*q%*>-r|aoLkjvdsJjJ@
z(uOn#M2k9hX_%nUJ@rKG#-PYLE6`uaamU1{vfaPW2qIb(#J*r?<b?z+L_4N43vAfg
z;Pisxn#Jq5J+zqNCK%47>@97Wc^^iN%Z)=8ffF@}3rUr~_h1~$?vR`u(vkQZxwlpw
z7W2^X^D{d;_kkCJPs?9+=}u0~7}SxF7?|J9MzUV-$!=hKZ_jDNeVZ%d&ASmfd0Tjq
zmR=?#Q?*q7;MFW`qYBI*Z_d!oX}sS`318(}<oY;SHToDU@t&3YjpUxtc(Eo96*L7e
z^5=)G{oO1NMa74?%K7(4sp>}Tb5VX=3k5f7q~UjZ^NW@TDID{joG1S}ztjV2tU7Xr
z4{~=hA4IBjGCpb<UaoY&op!$bik7P77D`hs)lbH=!(pR)bs)<xz@z(;NJf)b=S^Lv
zSn6l-wPUaFgAoOQrzQ-msPLk(Z7I&w{SL!XpDKT<s=e0xq49(a@^`x-2pkKGn1)XV
zwEC(2Y;0`%KlQZCA>2gFW0wgEzGJ|0&|l+(0T;{{WDc-nDh*mQPOn1_#$ot^E^HQN
z*Dr~VetBQjWQy|bMteGK4ccP2tipM^&*6c3#xDgy@_+H%G!-j$s%JjCW=(>BaVO>e
z5x*dQW*bT}B6D20qg4?yHn4Y}<>aVdtKy<=F`59+DLYH}lkmeY{B|s}rmkpHA<-m=
z&{Ac}lT#gI_+BOUI`fxtzY$&{S?L@}asa<#)1RBjpmq7Mi#s<}PC`Xk9rh2aGX4jj
z!D#mT9dYy-6&rG$D{cB}&HJAeLWSXSxD2dpxMl}RMf<Wmg*=>N!A@Puu$b;Kd(+;J
ze8nchMN`@EqvN4N*`JB=7jF09uq;1^YC#?Rj2S>{g(13l^D3^#@-!xjBz8QzYpyZC
zfb>~>vaG+Bsr-O!=GTsh#S`Dfe{FJ4wxvbX6VTMj`xNpC>~FZVQ%|g-m98O-h@sB{
z7Yoy~1vR~n{hb{hg3j|Yn5=lved=Q%u)NdxUVP?p?qXhr==!gASrMiB_Y4-csLUd#
zem$aKx!TzqAF;3}EZx%bX>&0=EPy~irFWq=z?YNn^Bwgs8~M~UWM)y;9*8X$sS$CF
zj~fpg^tmz+RnJrwuRKy!oOSSl7SK(p{n4BZHu#48+49Z+SvXg?1l$t2BUk+NKVhk4
z@nAA;3Kr&nqOF6-VzGL;*dg^zUPT>(yFpn`UWytl$g5B%Mb~5vD;>AklBQ(xDLt#1
zKnfsJxujo9yIm*%K-km&_V9&XL{Dh973&2Fh>1~>w}6KaOkwVtwP>VYo7}9NFl%CQ
zih+{w+QyHSt?cp2nNG%LGiT#JG}2FpUk|5F_i4yE|F^Yf=Q{orhGKnT12O4-zQLRM
z!VJQA#qXQm)Uoip>5ZJ94={Ty0wy^BtXp-aDnzO~zgihNVK0K|OM>)mOqmUc&V!*~
z{&C5%<u3?D;(Jo_K!2Jh5*M8OUonN<$;qJ*JrNWf48|cs=xy$TQeO&+h31L}4khRH
zG>nYu#<vi&=^xz}y9kGbZ>Q|%Va5%<*r-n*mv~#Ratpj`p+w9gP$Dhg&qi*ck2xJX
z@E;XL#tg7%WryOloKC65GQ5jm7LxKTQ7_WJX}$ZZcHL3T&_#Fu)ihBJ;jGeClbpsy
z{ci5=6U)33g$4Pyl*PBRQg6?#1ycX(KIyE>=%GlCY>rV^<#0K7lu-6qtxngLJQ}pQ
zNA#9P%ya-j=OL-AI*TvIh6oB{#`1X<^nTJGK-1pBZ|xBY%dZ6)b%V(G2d`$W*xQDD
z{aIB=mvn~+P&~Y=_E99l;D0@LD{@WE4&{ZReMJW~q-!MkWrd>l(Dvn~&A?7>{G&8{
zUI)cYe)881G6N$OrSM0^?<IZ^$r+wfIU`ktN`QCXi_NS*$%!Je#rEt<CYK<|{rcmE
zm)s1D!M~MJu~35yHB>k5Hx{yJLxce|)x?5X7Zm6g3mw69cb<i9qpjI*cBQ{CHc&d=
z<K?a}6NrwE#`N(5;rDE^7Bg)K%lE2R2#gpHjHPx)Nn3}_&e8_%Fu0Mlh#y3cpKK8u
zC4@$#QgBlTneZB^^-JFg9MTYHM=aC*<PERQeq7fS^NMyyDds&hU8>l7)SoRvr^L!6
zqmd^s^wo^DnXH9n-?Lr?9J{+mS=!2^<?vlv7k2us<p>mJSCdeB3GX7FQ8bN2G^vCd
z{_Q-)XHRd^g~)nYid+0=c}41$6d?=AFT4TlRC1;@Ayt%(>CPMC!ms%<{Tl8Rqxjsb
z`Nl1rxdg`iS_Q!MvT}w!S(bJ_z}i|<R*Pw~zw73Gp`AH&uYvdNJ7#x;UZaA0`}S_7
z_z8CsL~e%4bA&254RVHveY!Uu4=3LuVw@1vZ*c{Z(vw?eO-??M4Gj{C3NcX8B6&Pv
zsrmYKHrL<X-<ZwvQ&CX|^rxBM`JfFQa@HBXG-WOScp#MehL7~e(PkeHtXB(|Qj&Fu
z!B1FmcXtP}RhQb-!J!0m!MTE4$&525IA^gaVlPGnLg3X-q|UojABa5lHSUdbnm*gR
zdM_wjLxqugjJCdnHxF4T8v77}EJorVC4|lmoPD)3aZ*5{8uu5XFS>EN7sA`M=4)Cf
z+*)Iju6N3(uyhRS`P2A1qAk06hDUOSY+u6B1wM;C+HoZBO-`Afjk5kK8E9&D!d6Q4
ziDX%ll=PBJC`>ild1$7w)BNRBYIVKc!Rl*K9XKYyQjyO1k4Y&nYO$Kkl!E0-rAC$~
zB?9PyCiVwWH0BonP0JXrAFjP_A<MM9iS}p<)=se1@^9_4qMX6!h8ilXEIB<BEWmNG
zYxjk~+UjCxs=+Lw9LJvd*GP(n#4zZ7!`y4Y%qduyFeDrYz3-pbpSSDu;U_2zlE?33
z$L45UKM^iHadOK4^e+M~-^-n;YtRuX3%)2!@zNRe@@7vz0a3f&UlkRVHfT+VOZV#w
zYHDa;z_ew9NdIZI(E+3qEI_Zgyv?V&aN-tBu_`FdyTFcz8G;s}v`cwy;MndH)Jl~#
z{UIv)ERe>_nXvD3mGIIpK~LuZ+ah|d3A3Kx>A%ZSy+CYU@M*wzNFXS+hzSNZd3oDs
zg-q>AA1b0wWKxK0med*kqJ3=5%}(|{e=qYaStE%dgQig7$A`k5yvxjPqaRaZpCsAE
z&<(9?KQD?OQ8Wd<D(a*`SbnLd`dNZ>R#(pi{-lwbx}-FT5stNfc;cRsT2Vi~GNR4b
zw_f9QOd@l;-u-mfbR1eneu-{D#EB!-kMlRvPi<rEqc+-Dm#awZA{ixq2cYIX*R<ds
zF1}gvROTeOMg?cjnV}85?^}1Zh7i|#uOG0krW%zyV3(>i{l^lGR@tw~{e*ozkNx<b
zg7RC`yrs-6f75lLsoMoSJ>1A9k98>~ZmBoCdZk^T5_N1CXMfe3PVd*$HKTW!PdI3e
zHy(|S7O=O9uvqg9X8zJ84*WWFli`89tzhvF!ELUY_6Dg(KS>@{v8bY)^(z{T*%44b
z8wHLq3PM5+-^ZHi)aj;MPr+TLNu|?l8UwXL^tQGdyhl)y_Y^A0>cAF<Db)P<kpUAF
z04Z~&PkhXLkFK>`7^T+E3$&iSSzpgj7a5d1yvpqRSBDyuaM05U4+SQE3Mw<6R!$1K
zEGl41+_1=*_%c-1=bT)5cucL1K8$(#UT(GQ;>B%$vmfO3Y8wwU6ngg1YT=)Bsq!ZT
zb)(bo+dk-fs|+*E7mmvYYif>>4ubM(hx;c)_b+Cp@pJt~s*n^c7l`R)l7&to!NbH&
zRt1zzmB^IYQ1d$W^sRy4is?Z!6kMbSD)P2r9ics8WUuFrzMe%-#MWX<L~Fi`xVq<?
zHobm){=}A7WW{Nb1L+x|B4iXDCfIA)u_hKnB}cj6QBHfadSyqSwqpE#r(jphz%GK3
zkd;u-C|bi0_Om7Xgqz5}VH>ikpDIQSw)v(A86Dh6y-(%%o->kbGBNo?pq%%&2ds6h
zO9T6?-b`B6TqcVw9lVao0ruXYa}fUY2b+R~0p~{d0cZ5#-)^@<o5`d1k1^ZY=tu!K
z^TO$5#h`Q6?tkB_=&e%dF(~NxZ(nm!E02umn9>UZxIp&b=7N9&c=OamuypUGl;h4T
zUR^o8A%8{xUp^EC`|T753$}OOj4tI|OGy!-#a*6<##)aHpEJ~fV|HjDlqW(J3_je-
zJ6M?Vn7Xaf#>_F1W_}X9z|j<WF8lH47z@<}%JK}l_F##{2Qd`X_6$R%_>AXLGyx%@
z3lWPeGYe+Ec3Bvlk@o$K+kK$e6{_uzPYL*x;gszFP{?0kJ4YXIkW`&Zm8fa{mM?V+
zAc=oJ9?ynoP*C;ZKDO!#y(J_Qh94sE?VRX?c;d8M*MZcAu!O}lb_3R;%dj?sY{%~i
zD&GC6i}4_j#9-@C&(d;*JLRT+HsY(tuQC+v-xgF6=8T19IfQ)sQ~d6*@fyPc>%B3>
z;^CYRB2*doVLD^*T|yH%-n}PzEk{r3zT$tCKQ5?PnD&I^#-80}ecb6JQakhbEu2rv
z&xTxotr%yg%i7&gvafrmJe$}W?yhYHK=a$U>xRKGum)ir$M5_|UK?9x-BVy5VH=^Q
zMf^%L>1mwOSCuE672AhoxMS|!bw5n@ImyQ?p^~L4&K{u|@`24G*&-3#@{H+pXUPQd
z{>d5(H@$ixhG+<7bG|@8<MhB0tcPka+Fd0fA^B8T*dE8OJk;uc$+?9AE$X0t_xX-B
z_<DC6w)kh<$4wmj;qXn^mYz)o#K$z^A*d$0ftH^!X{>+TWG!UMc=~akp4e=WIEKvM
zdLupWOLe!%gn=#!#d{)vbe?cKeJ)g$=ob8vNi}1S2V9pzCb&P&cyIH?BJoh!1-a-^
z&yLK6TSx-&GGB;gC0|(H&9HRtKcZyGB$2_KD7G3}pXQa657GP&5Pul^C_cJ|f<(8T
z;3wXfkUjzFDyF%#Gg4vsX<joyVN<4Kwo;V_xqXDnzL03ztc%32wUVB6VxOBkpX;r|
zse`<cDjM!C*PQ&t&xtXDh6f^4r4O1Z;k3p+TUPgvTR6B^?n(K<jM8Hp;;%J~cGA+e
zjG(!qn$p68gCb!0){IsuACkwr>p!~Hd2}`xn;MczD&EBfB2AHGT%T4~)iL2mkfu&r
ztYJFlZVn55VIN^1#ry*V4L;Vuq06&xDg!Njuiv{aKFsI2vK44P#2^U#a_!2^g+Sg#
z*m=bCPAB#gH|1Wx7%Sv=bvr}3Jm!04E-ENU4)HQ8#&b^vGks2Wq0!uN(Pw>#Rdk_q
z+J4r))gy|Dd#^eNGjUS_)yND?`_k;}2~Udvu|xYv^9cU>ZJ{wm+vTX6lZJIvm{TdW
zBCFJ$>u{prT0N*Z=`fY7KIiV%)m@f+l$$8<_sYiJt!7ULiB>|GT9G0PcW2SD7F>P!
zg_VZ0<YuP|0N=>_^6>4;_Ex;RzZh7yPmxRfVv+1dh~@Jh1+V<=hUc^Z;C42K&UR0J
ztXyaQeZ8kY2GmD8?{WrvSY!#(-_{Pl2r|v-=~+U2#VA4kH62YD)+O9sWV^?AZOv}5
z(RUz#BI!kY$WR!Wh`C%?-6lEWqw-(SScQXXhmX1Cv9olrK|d^wd=oVR?uL64v+LAj
zge+0#ScXZ4p0}2+|2jgw!@fZE_M`&-6NDS&!cX?Al9;8Gf+g1mSg)x1=2h30tvFrv
z1|^RqKKn!2vXxt@x9RGz;Ld>JL8$ax%s5VkhQIUbc26SjB2IZmzeoz!!jk{m-Hi_=
zN<IWjGxh3tGthnPXv=H=63W`Rk#&xH#9(E>q$I8%c^mueRDY={`QJ@BJ^#LEN`Ww)
zK4Ac?j-z(zWaC;%z~z0EKURS4#;72h*A>TYBs&iyudGg@l>T)FZR+6k3Mq~qYm-?C
zMPIRH`zNK8iT1Hq7)ssJw1m}7-I*~f!P`V;){kHMf`97YDDy;~?R9^=Y0z}%&o$$O
zSJ9awdGA851;&1muMeiTE+P(%<;?q8z-tk0!B|W}H|@v=&p2`9kN=ttV$A2r<V(7J
z%h~gcXc^OWO+fnCc5<s#84js<CD>(ANL-+%Ku}~lcPVkvd)n#1Sc-1DHfQ!)+n4LA
z5zc>A*q$%ja_B~1Ma}yWAETbq=ZeIjU{F<HRmrI!yW%f)6gd6mp19pUs;$RRz46Xd
z%p4C0q6SjZK1##6nyJ)n;_C$YC*rQ&#5lN*;atf5drH53+be663&P0a+Y3L_bzM7H
z*l5wwe$w`@{->}~%YHNpM7k*+YE-JI3DffHozquCHFM<45p)16YrF&OQg+Ob=|oX$
z#qlA^<>HJZtG3>pCme-RUo`gfYuWaFF#sjxPlXwTp0;5X2wGM=-iO_5srh6U2W!S{
zPztKn-nqA8sDS^_Z5um*PLWgZ95_`S?W;)qGtQsrGMZ#J$jI9c@i(PCXkHv#VaQ&m
zi{)KePJhA?BS1)qIaV>>sAsDxA|4kZh5PC<{;yH{1z*xn(H50@CB7=$56?%6qz>Bk
ziX!O_6#L>MZw7@uAZ#Z@A<x!&%YI-07eJ0w3!lHm7T8d1@p<6!U`tHnCAw6sMIcMq
zh%qhDO4(mkhr-ot9EsOaw(Zk>x;I>yL-CYAMnUF^(8ItjBhkqR8hADqYL)+W1e4Y5
zt#&U6EW(Ez$Y|AVWp$``C!NXch)Um%WC7K6W^{rbkyK$}d7)%Hx8Ys;yf3Q{WxJ`R
zfdE^G)f68Jxe$@)a?SqDQ9E6N1m5c@84yxl*}OP0bGRY*_v|}mf7Em4@q_o9aw>%j
z37Z{jO?;m$X%Rq>Njmc4BU`0exrK5qz3cu8I$ms9VafFLzC}5Bk4AXPso#}`0usLd
z$00xu{8~{XW`T39AVaW8XTWc|pDcxi^*3)E9Q8QgBQGggdAlBm>6~r4yg(B`h=!cp
ze^>EvAc=i=Xb211;O_4=QGpaU(f9xE+*6HRhHUN>Y3I^oCTq>STOC);QC?GncaD2K
z_<mPX$B=m&>mxqb>P)fA+sdl0_e;{MDKSudZg5sadae(??YM4AC52^6!BV|yw5VR2
zDpo2Uzt8&BTEQkFfQi5>JfDkbF5@3F<DuxcFHSu|Z1md(A_j{<k){?(1fu_yC%>&8
z7I|zF+4EPZ;sn2DEB)p7i*M(|SLtkSe1Dk~WT&cusLSV!9ia}I@#&(w``@3$%I8#$
zD!${|3<E@Bx!5-usTIS$(<P!_P5xWw2@7WIs5s+!C9jLvk8YskMe@N0Xf<_}B(J@X
z==e`o`hYr6PN46gMEv`D5^VZ8RMt+Wy71%U2m_TVZtlg-Yc+OCQ3M0-13W;h+}n8x
zavsJ~Hcc6<R=a6;DIvC4Z7}3VswQwQ0Jg)$%Ny8jA^Y;Ba4F0T#{TC=>k}0@Z0Ls=
z{0&Pw<Je6{X0fZWtn<oB@%n+~uNW>{uJ-$nDnbYTQ3=Zjn$xXq)8Y~xUrt{ZWC_Q2
zMZQa{$<;SYkc$r!aMcZp>Gqj$TTYVuc8{k(m3_^RjxoxBT}Y~%aYMxQ#$UgiuLQq`
z6c9uJ|GK|&AV5Jy2bXgu6b7h$=sWtT-(M~yqJXDhf&MWqe!}r9Bj|_6>zhCA5v`Ls
zuk*-J`3N!Rv=z=Do<8!ZSoX1Cl9B3?ysFe;?%9ak5nZESOT5+*baR&d@1~ZB9yP2e
zD<c+XYQE~@z~vj<;?cXNbEZak^mgCHqpUIQa-giQCvh&ny!6)1q_;8qtYe>&$<z#j
z?V{iRNZ!qnxZb+<#ngY}{@o8<iY<g$0O~xhbIw{s+iLcEs$<IUqT;U(@>V}B(ilVC
zMvEGcZ%CMVDAIrqIOy9~H3i&nj~3MkFA!)^@9yJ{Ewq`nNz1>fF_p-tWhDcl?`|SN
zmHuZh%0G@=Zoq71s-S@Ou6T|K>V^{5=h~nDlQVSIlMwywO#=$Y@}l)H9Op$=M`&5p
zyWofiu1d+`Z{rFOVgn|O4wli9i|pjRA8LeJ_mBYCTX*B-1<A5@gqr3!x&H2@I2b-_
zw4(dUJiNGorZfV~*XX|u=HrbDt#GT4SpK8hg&<1rw5XK%JS<l*EUP|w$(yW2(spUO
zJ-ifXZA8LomVsiJOGV*<LK@I!jCie_pN{OvpP(}#lnTV8dy2@q4)^at3P?|hd@OXO
zz9WV4143_Bj0Ha|DoXz)%WT)vx|jYHMyKJiZ+Qf<F1g~~g<&ujEV@`hEPMgxzwV-8
zy*lm+1K&8_=*Sdbf;M?(c!~6s@!f}7(w4l((--{6pC9ewOg@mnD-k!s{-t)WkO4=d
zk|pDLPO>>@8@`+<6UkXu!K1c|K0yGZ*Hv!{2WlV}6Gy5!#l97NVg393Q3M@lm2oz&
z-C(I=%mj1OIPF$adx&N1{D$JJ(5P1NopyE(h3#VL=}cSDmuvV*>v{)`sU&vg;4nWw
zpHZ6LAD?V3Z}pUhlTxf%=bV07y$WmS{(<J#`zlve6>R0X;m2YAF?e8#DWnps)#F(V
z{OJLM+ML(3IRPg{WO1W;+O)NqwO=&m#31C){$1oQY#3HkQ5YCNHazgko;?48d{Mgy
z4jv$CKF@kC8<xcea`ii99Bu&Cc5~;^Rpab}nL_?qazvu$7RlACf1k9H3e{cQM&`g1
zXs6MWE&jiq?UMh%=<%bl>0h&)_1A?0ms?#gJ7Co-hgFN77kD9&uOaC|QZ8m@$7gPj
z?)2ZmNZ@K{okO2R%5K}|*Des9CNZ=W=9+UoWx2r_%E^95P#4_NJemuoM;?9C+_aLU
z%p8ed(XgdWz{!$JyO(dU3#8TA|9WY&1YX@I^6&(C*$v4XOfYm!meQ8edu0hU>UJy~
zF*IkohL;kY^FP;cU(gw#sng#HsdD0V!2L0lx<jDB=+b7L$^G|3->Z^4R|6IA)0)FV
zFY6GzDNjL9zOgzf6S27X$H?2h%~FLxRVJsJVsOWs6mZ14@G1@x4rY*7NFpZ4ePT{t
zb$#TOPP-sndoj~*ejKw`_Gv$k`eRqUv04{Cp)v;(zdxDT`$jiHvp3&0a6Ez8`=q_>
zA|2wa$#UPUz^+!fqf@}wDJdzbsiyGLC+Ca%eBUeQ$8<3ol541w@27TX(}cY1LjFtP
zf2iJ=shOOLqpdGbv<_HxgJY6InuCC$+WhYRzSRY>x0C%}wzln`Gr_afF3|~RN1PVA
zOI*<BN|nwriL;YT?Ek%^Ah9N;7=hI`pW9BCDolq3M0=ErbPRhbdLp1Fl_RSA3kZH^
zoBn9bZV3#|ThsIkMin#PF#az>dqKV!ANQ$$1r6hXz+Y1?>!L_YnfZ;!;tH(%!`*<b
z4$SfxW+{AfxjTK&qv220r?vhQy%y!rFjB{i$Z!;0lEk+Ujwq1t!B5<-A<aO)pAREz
z=?Lw$8&9Fa0Y6CRv%Bq?LNaAzl@ZJVsI9cY3Jp>XrCJ+D7d4xDQ-oMo;>?R<BD=n<
zKkpWoi8p5HGD*m9vIT8P5wqA+xX5MT0wTdGbQ5Djd7M@`<xoG;5jysQBR@!+dWElc
zN>@dr`ESds1Gd(a^7wf5)i1yfCpBwbyumCF0mj$f2*B@P31sx0qkL{x`kre)X)<%O
zt{k)<q(8b~>7opgH2a$Pz2BaM!!_@M#3Z{BtGpnQ;C0OULMBLTE<N@y%k974kws%A
zivHHWv)GvgD$AK^v?<c{FIDaHKq`Do%|UT7Q$MDy!(YTN9uaxn^J@A<EE+`hL#6vh
z!9FYZqWoukg-uSmy_4Bv6y!)^1UeSq%Jd%hCrN-z{>mFZWLPw6!qtzM@(mTaBZ0@P
z<wtgX$q}91wXb{Deze2)U0>p=s+89Lq?&e>!e0tpG7Kg|T+^k#E9!tv!BV#8f8Dxh
zz|%P9GZ6`G`k7w5T>Sp*!#yu#x@%s;RTVm{k6B)d!}VWmdf2d*(G>z`Qdq8Cp|QfW
zZ9c2{kE)xAfR#6Q*fq)^U@?BK2h?UX_z<}o{OfJUOVbYLpqadU(w@0HWqaHH*Ul5h
z|E&!hh5TgpNGvnWGs@;A@BW|c_g(YnizS+gz|OL;$Jp!D{=?kI5En)ESpSxz<FW)o
zO_?wJ_DW%u7>CHB{C9O~TkX~|PnNHx43U)Vmw)111@Cy>tfBSRWKEc^n|#JW%tDib
z3xgF%FFf-?;b=|~IfUk!lP!v^QOW+jgu~La&0KlVH>`yrg~g};+_Vo%J2HdAE!+gl
zryVj#@wn#ijr01nG!(ub!;U)V>?A=jgBEAF{bn)go<!X^R>ej<F9{|hK|Wx|KIl-6
z4o?-iA&O)dzu23<%=-B_f`8aV@U}0*-f^_ZpNeybDW`Sv;n$C-S-8hIID~P{G|q?u
zq&i-8_g!m3uc`(d8z?5P!eB_i%E5<AjK?nnWQfzYKTb8xi7HJEI!Bvg#zp$3rh$y%
z!vFU%iS|2%C)fit9b{S-3bT}@CHt2zUxt8FSo~*INq<W-)%ju;B59mnj^6s8Jt9{b
z`QG*}h{og0P_afmHS}`$$lOrc4EkkaciMfJvECftx+1O+X#GlZ>6(9XO2bT0M}wTt
z6t*P@PeC{X&!r6`zf|r}hF*1I(AM*Dmtw<ODv0Z##K!hCfwUQLVU_JsVLcG`67)sS
z)#6~8(*66-aUB`hQ-kC{68Od?@h-Bf&@K<p{B(JMVq(;~yRJKWy{=Rs>x8MM_0jrv
zB~E<rja9En$;Cht1O*ETjX5)me0+#Ae*ry%!Bm7qrI?;;yjcfGF>T64Zm7`yTn>$K
zmXYiAI{p#vBv`ZaShhnsbf5J7oCgAS;V2q*hGG(cJmIXkPB#|kaX&YVY@C2iJf{)s
zG7`kxgz6{ZL{Y9Ed-qz(8T~WdGsF@);a9teD>aW+GF*@^7(L)ePf=pxeJ(G~F@=g)
zZ4K^QV!<&``ka&1?spvs%Pe4#O*aYzY^3JCL_}O!rW3mWMV_Q@_voF!tCX%}-wy2#
zVQ7d3<i@i^%Uk>;vBSCHkMORcf6V-aR|*g)&oyvvz*qc`I7Eoq3IcyZIb)huPYN4{
z>TraRYv#)?vgFtvca47fg9Tn#$A?6UODexbjQH`8*0CX&_S5p-rEanXm^*~Xs@sBe
zY5m%G<jJe8KffsYb$sO1Z7Xbg+2AyFRfAzlp_r|?R{+jJfXgqt+hdMsE$M&nSp-@b
zCacpR#IDF?vEfV~u^WI~q#?}9v|;wr=j(CTm_wNo&~5Ou$?3_%Kech?hIk!|vV{vp
zmOc(jQ@o#&TRgBOMJ8qG(@=tba_r>kwbu{!iN3)+An>==_OAPp!Mx*+M#4zr>9>BE
zeas=8_X5s>$b?f80Lm~y%3S~DDdsP<s0><drh`$fF2cZ-m<4f&`9)N??(*e+Ox8A^
z5~`4i8qpV9%(-{R_upU6jvjy!K|L|k9LK=O2)SCxZ0LN=w5df&ji7lmCs)(278Oqq
zSAR@Y*-}BuwKl{!LNq*dp_?!F#=RGF0nG&)^<?d^O&1hMmp|`^7&GcjAcLSmTSY^o
z8!F3%9B0G~zY(5;=EW06$rNObSEXb+MG0X&JMXew#3@U-a;;>9bQwBfyaB@?PrV)g
z-vDcyHM*Xe^HPO$$?tt@%0cN37DAz33O}x&nOcrrO`k*`GYIZwc!?Rk(tpj|*Z=;f
zP(;n(J;5bPgn}Xx^<n>DKOhwIk=9x!R`FliPI3>y2Vz7>HWIpk*?-I=3Jj8Z(cEo}
zb*rl<-%7y70>y+YFV0rL7875Qz~a6AA7wv!{4Y+){67Ap+B(-(UFc+CM|90gyifUv
zxTZH+5b+}PX93(tKE}$cp=zWH#y`X%@@Pv~&w&(2smk2R4LG&phyE((iMn4tyo`oL
zG;D325q}m7>-&aKPtHCoE!fT$k9TX?!Tk2rr2Jf&WhPf5HuYL6)*cZH$Z5okys1Gc
z3Fp^z_cW|DPxDY}b583n{Ee0o%25sE4+wI?^kg$hc~gT508~W6@Ayq3s;bmaGB83d
z!!K8YgM+cQ$DTUYuh5vePx7M1Q&MUB1_yiMIn+PCug5xeMSxfws%*O;Zyl2abCsSA
z+KnNQ3(`lsgNbQBB25hpLcV;t!zA&NfcH^p*WE$MPWq3_;fsqF$b)WL-Nxw`g+k-=
zfW2U(W!c2_0)=<Sxpj&3!+J;Wmx@Ay>g$jZF|$k%@Gcd%zk73Ax1pC<Je#m7iA`=Q
z=KZ<T?TO8kY>-#9^P)}T^eMu~VEBV&5*!GkR3fGAweR77qP?$g^UZ|&9h}d6d-<n5
zBZ$6bt(vZ~v$YgW>>Z8SYz|9v**RP_3qMhpx(UiKw)wOI#3*Ls^>HjnKf(s5H+8dP
z#30sSW|`D>e^#_bz=e^BdaF|F+ev?c7MzA`xJaN%t}P%4JJmr&b?yb|^g(7+?-lNR
zq{o+g7!`x{?cuA3juHwl+d5>4#mD3BF0yk9D*bFW<^vbde%J9Wv2hBYAK1&`Vj>kP
z>-F1pEZ;WzIj;DB+WZ5#5ZT4Wg<5fT;gf)hK>xPS&7;p{EfEusk3Y34M$#;_pm*iH
zyu_hV9#f?Q<p=msv<{rNoRShA1LMwkCPY;N+7$|Qr}URRm!1BziA^fDw%p7<+d^xE
zN;=fuC%e%QC9D7N;lg}-px}oGpP&f@0y`ofnfYGB!E=@_M?tkrAly$0x5Aea*Z&=D
zg+f>>r2NgpBLrgw^saY6>hQsC<KCAL&VvO=TnrgrZ#3Gy0Fm|LEXfIYB}d0iSpUF$
z>HK9ecYBA(%iIK96e6k9^T($eCXOB1tdYyx@1A;h{~>#1-I>xt=Ssxl#5`~IM_-dJ
zWI<}{i|3%l*{fC2V4o}2;gdahk|E+!YcS)P`?{PF8&HYhg8>;&Juov_*NK4m^7KR+
zY(nOz5BqTk-~3D1Z?F9r^WOOaR6?Ly+%FQD-;PlURFOe)5Cx#`FEkwERAIm2VY|*P
z)xm=VnI3#^yV?_w%-TnlgioBD_wBiquBMLWsMu6jfX>`F$@?LdkV<jcl|C)ZNDBVb
zdJ{CTLYCIUn!jGBFm;3m*O21}%k2umUlH(ozN&s-R*eea9FQ=zKLCgtc}3aj-S3sa
zRDg1hPv+UD!lJ+YCv%p*0?yyW&FsHjfztZ!ef|AQd{WaB6Je>TOtpimZ%D8pE_R`$
zcD7@&JJMzKJN=MwG(<{5??(PuBxD+5-oVMP4Hr?DP265_pfnLvj0p<5!e`Pzy|J+|
zurf9V`Net3v2k(OpT{B~i-B;?_ayDvweK&g7wgy3-6ELb%OGx!kdlfjZHt<g))Mmg
zdi(lheSM|U{V%+brz^>C#=gRuh7ZN#I9O0DMZ+i>@%h`3Q6JynUpr8#wn!b6u<iVz
zw|^vJ0LrkePo-h*r{IKmKjilx9tUZBqfZm-%GRIml#b9;1RFByI1#K=rUIBb5%x;2
zEahb9w7xtpqJFa5YsQyw#AIa^!@itF3GDgyN^!B8S1}w6<%gE<tUA20VmVhsX%8(~
zqDyzy$LljP>1DVJqjXD6_~niHWffJr@MY4wX(<m5)&rDXtOxI>wcfotx?Jb*eJ%_m
z)T<p&6^QW<f6_P$hAZ{G`^Ynki5pVM;6%X)$9ig|b|w7)tM#;>x14CS68J2}sz~kD
zmgLQ@pdE{5cy&+gIUSx)<jJB9w@+2(<AtRb|Grs9%o%5f{H@Xxb_1)DXC^%lQ84-R
z7WK*jD+`Vt>M@qWUKk)876N1T;u2f6REi>p*78PY5^ucYPTL%rDr%@3sd0FM>3)Fi
zGGTNo3j_{XSy`CYnJ@}=L9aj0x{I%$kz9J|{h{<Z-fkbxIc97%E$e|6@0pu(gjleb
zmOtyG#Gu>oQp#y)koch%@FC^((MZcUG`3~4p>gi>@m<A)-&<H%d@N3Q|2}No)Q1G}
zTyMRwvjY^}tJtKGMz7${;Qf-KBG-T3e>ca7_3|I+1jkr`7j=BxWS<^sWsX5tVmgMJ
z{8tywEA}vNfn)!K)$e7c&CXuNF=M7GGN%|U2P`h_Os;R~5?7)JqXxU$JoeukrgPho
zB3O(S`AG6uL#i7WH_)w)NABR1QF?blnAbiPaC@!xsT`WHskYuYC}zvrm@Ge}-9cau
zubg(lc`qhlJ$zLqoM8T+X5Ez}ER%ptY;oHmo-Tpx(+8r8IvOK{D+KqP_`AZ6Dly&-
zrGmFgdv&v61UCP^AZmU;J`*}8+Xk9aP@XQNnm(krO{KWOD(Ux(K~8teqAv=L<pjTQ
z{|C9jNeafbF1&7$gC7gTg-!f79%#otF)k6AB+)FXx~Api&)~lnr#^|l(M`x=yteVf
z#7XId&Zj{HH=_DmiaZJf1oHiE{CSFQnmrT*Jg!@h=_5NNh3u>~jsQXRiBqIqv3!3a
zD|H7%fN!R#BH)cbJy2dLy0LlW4edVIRGj<%1vVw9!Ib!96ePo@T{27iHKnXC+~DFO
za9jP}4)^?O8@~~T#f|^dWPBn8xig}}ow5%eT(ufV4Ts2)nff&Hg(b)dRdjd12Maew
zWdW;v_^z8BhlJqN|86B-Inq=FpeLYN-#$d`hsd=6umvSEH0Kt}8kVCycnBrFqzT=5
zUh32AD#t@NqtC<MOy%ATk5~2ULleCdNW2)4JV<AHD(^QQMUezLuSfLCAKylu*UrUB
z47ycE)2CU_fBb8AWv}Nob)ao&vVSSIOC786kRN8P6V{Gn|JihUdb4}Z{Nn3rm)gz3
zg~B@SvwY5s>KL27GtnPIz0hOk7B8OwmzhaUpfHGsQOd$+9-cYK3Bja=lnvikSBM0i
zLPhmc-p}hoWhatRn%7By%ZIG(Z$)mu_e@CiRB<r8EeIwgTenU*PYz;Y{Gxz+6OwSR
z`s5d`_)9-odrt{+85*etXtVcOL+dv#cLg$-(fXb}`ubO#4ae~BU^w<VeO*@w<xSl(
z^IAzFAgz(Edhz0g^Kvi6Fq$7S`Rm=1uL{GFueZMCGf#3#%GS%7qb?8_m)k;CciZjS
znK#Ef)5Lq*&jV_$Db9iuhp5jG=N>Uz2iN#(XzT%5WK@d9-~a+UeyaO2(`rw2oC=kr
z3%?$IyEBZup>kIkVm)Hb685SQD&1zhEZ7=mEdoDH=I>=5|2;uTG(GG+nDumIr?EG=
z(eF1MRMq~O-K?82XO{do-khCo;(pfo+=-l+Bv>8AM9}XK*G{tr)hQeD051@@jKhvA
z&L~jMT>|wbNJ6@Nq;p@NNHy=a!y$cbETlj-fscaahva{`|L%uH$KKd^v~4flCyGN(
zqe{U@9jU{egOLnfRbvWjIq>Bm(Z5c?0#j8b{~U;0;Xq=cy?Enh(9N(Z{N#XbZ_T*3
zC4E*M`DYr%Cyis)29cWy<Z%ALL>ZiSqh0nFWet7Dn$k8q3hu<@>eI&8bNBmo=VQD}
zlEsDDY|;HZi%Y13rSiwyw2mMYYIwEtt-b|}1Sh+{UFO@cvD!cj50VFe9rUYf#?ZqN
zPTE8YtumN;9mu`MYFp?GjZ6K0U1WS{D4=%Ej}a>tT9Ki5Fnn`sC4lLgtPvYbkET|3
zy1~RwBn<w27q|%$4?3=?KH8tPvR=@XEZ@M!^;vnlg|%mYWH@uO=gU=G8TsLS3BA-@
zu}65v?k_G9zp{n=sxjKYp>(x68t6^4Id)0K2_`N?!1!@19=I`6<J~l-?!obFf-dE-
z72Gfwc9q~KE@<n^OP(^ipo0TxI@F#VfTQVg^5Ic8IXjQGH~OSwXuGFp)a#qz)mLT{
z(cojw1}P9c?mxVCxSu<!HT10NuQ~tYESIH3gw)VSye7o)qG$7A5bk5O5|w_Zt6m#H
zGQGyr%7a%A;Am`oKD>hy533^Gy`VE8Vl!fhvnqPs*BRaf3Pdqy@i(LHhV41z1@i+7
zZZJje;<?yvOIdh3=U*uZ@p`M0Kn3uCMd=5V;KuTW89a*y!Y4(M6JarMtbLZIy+!j|
zL)(Xk=O#bzLg&3jw%fO(A5E!2rDJMG=+?1Z-(ah7<#eImEz{}$Bi8pPPaqUJBA&AG
zV1YeG^1ndYS?}c%LbJiue-R1SZecw8H4Dq-zaY8B<<l~`i#SUYXp`n6m&^z#5y*qz
zbAQJ*0NlZ*=3?S@U=V+&6aSjS=iPj@PMKG;ncO_%>v@g#r#tR;K#F$Y@IU0AzpuS7
zER)X_LHBT;MDqF`;Ix_#Qz>UkLq_J4;>rMsdr1Ne^UUmTX1~_YHni|~F4ervreJBf
zOfw5I5j%FMFa)ghs<yNDCNTM;$F0M;x(^|$5A|}UAdJvLODf62@!P#E?wV{uMq_Sv
z?-J%g5?@l*2J#>VIT!FS7>*wb+r;OzIx@3Rs(*+m*;b@Ppx(=WfqTcq&8w?Iq8|J~
zWC^+BB|9ChM!)j+y|aQ}dByRz(adOnvjV5tO=1=is&9<_;SS)*JNtOf3-l8VuJ=wi
zXnvCvE{t^Ha<A5;2gQINV%Q;4wopHLyT~5$mWW;InO5^jvzA+0PAZ64)EGC=^5Rdf
z?Kv9~vaAi7c{|^{xlg<m8Pl4WyvJjTnr?|<k$#J@L176x&eZj1-;AT?2Pq5|7;H&_
z;AofVuY?_A_42;iA4C&3f2>udil<(pi?&@UN5ckA+q=UjGIy)YGLmP716SlhW4xs<
zFh^?`(-BI0B^B_P$IW<HgFR2|-C02AglcRD<?DoVCteW4#OI_qyoS;aN|)=nKQyj)
zC|k<1M?AVFUpBflsW`~Sck?QP+7cvon|Uyg`e*D`G{f?a^xyP3tDW<IzLkShYN#b%
z=B{Pc0ohN(r%v%6kt2otW)D#R;ZS~TNmfyH-vBiUND64HZ$BymnTaL%lw==TUW3?>
zPY@ySrGhdr0dJ|sv9`idnWv1mYc8;BZ~TI^?IJbhWKi;#`|ggf0OV;+T7~pk$pMR0
zSF==&6#yAZ)@VD|U-P@^9+7@lZYEoR6U&v20k8HHT*bv(z{_E>pXAPQf31Mo6LtD`
zuvo`Ii`0*@Hn`IN7BX&8^;$NWY%9vIm`V{M8~S)0|Gd`fihutpf0ZLHrIXY3!L}g9
zZ;J+5<&8{;h!|au1z>CZq;+5_Wa(mrJs&?mPpcEshs2UOLOCs8#Z10I-@f9{W&L^a
zI=qTG`K!8`(uMXqZrM2kD|q9-BFc1iOng;cl6~d?1aN9O<+S;z<moB4I+%=bcG!th
zVSc^G=^q+AO(UU4%1^5nod@te!^x2gS%KflP-A>&3|TVMv0>js1j@2XE3g`yW{T}|
zPSXr3r6=^KY^^i_%cDF~MQViPhrO0MwBj(@{c2)8Uggc#vDi!08!B7Cb5kU2W)DxI
z?fFG=>`SCrn#v!szT-0-Y07CjU0%NhJ^+=XevgFKz@!=pe+eb`o29%3SpA}|9YSJO
z^0scH+P<HrPdRh{jiN2*df;)xT#s3oW+5=`n%bt=3!gB!JRPFLV5=H<CZu&u5|nb3
z&anEzXg-huXU66Dtx{)SX-Hzq@Vrg?lg85?ba=NLkbL9S7hs%~a-6fVQ>bH2<wB+w
zO3F)W{a4*FD$+7=#<23$6?9}EZ_!;Tz2Qra(N2Ee9~NlISbx>saqFAh1JHde<hbcu
zzkItnvs_7j{nXpJxs{K;<w}mO(t^!~4x}suhVR^>WdF0AeJ{E4q3yTl97ww8WXE)D
z>@z&N(ye;OJuUPF<ea4y3SOQL`jgYsbC)J0Q-Cofj5JE=<o#}P+CDZG3(M(*2C965
zFJ8~sPx6TU-L45wAxYNE*df2{7Mg7_kWAuRt5Z+Qr(Yeo8$QeT<@dO=I~WD-v#^}M
zZyF+&NT4GlYUAg(<sxw@&wEy+j>g?F=NDZ%!(TK1ULj4JEMWFlnb|8>HBY#H;89B<
zztC%;{|R#%U4MsKxu>k~(Qgv+I&cuZS5rm`)AG=VP*5KXix=Gm7&ZPUKK{*vp3HmX
z8rGj5JnTCD*L5VDQHQwmH|pwm<}bA;;d5rP*9}pqgO4o3QVor{K52>i6m1tKU=<7N
zAJmTvCKIw{l+L)I2ju%rttI<o+Ngt_uS;9+%Uqhy>JHrkzXlloZh{Q_&#5H@6}<_U
zbaT`~rEc9vh6*~=oK+b&J{5h?Kg&ujiSVc^Zh2mLI@0-ekFa#ytRYi_^T7NAsoul-
z6W`-)LySflE1<;}?Om+zR`2%Z>?ZTfS?1k2v?~yp$M~^{o45hKzYe0$7kOm~IN+2A
zqOKun)AtMI()kJSO8ZFh8E`d8A)18m%l%`v46KXJxgKlU0cJShcXO5_sB{mMf=H(4
z;o*t~NPl1x53DE6N?O!gC?W=nJ@F8_&b&?ja%F{<<0(7O^CNZhpRS3YOGO?Y@)Pn-
zeAf!u@;!aO0t&3Fdq=8qqyg4$dW9?TDH*)*!l|UjSAORLm({gi#MYCs#~jla-EAC5
zcsdPHHx!V$LHQVCR^NF%kD!PVqxfF+<ip7?AiRBdPC6V45~uy)x|n@P^TrHcU3gy?
zU;B||>QPGzNQ>)yoB25=A4$^U$86jY+N!BiScSms=wsUn&n!ln9<{%5%EbeTNr*8z
z-<AQAqVb9ic>j7!F?%gj44)??{QKwqbKGq$$(4eV&CJur?SV+b?|n^H7&gd@iD|Bj
z5Miyo7*G}QJ;c3CMTZ`C8#%6?q-lMxU+rKCj?tEC9DF0)KEBlXB#t$gHjk9zI^gcN
z|Jc?0#!XzL|5j|onB0!)*Reg<#J-pirwlrM1)J^4%)qdynF3PG#&qoY<d^3d<@u<j
zam1}33-O(vj^l1!Jb3m5*R@rf$&SEG%&S*MT}6@{wzLyQmc^ZfRCE6m+`q)mcH@mZ
z{UZpLn3rhf6CswN^PvnT`=C~$7LA(c!M!>m<q5j*0Nr-dWoiTyGd~431!ji(Qq4<a
zTFB4Fh5$TY2vTd#+;&-p(YSS^*=GmM5AxhyVVjkeO?Hg`A5ZW0dzR(+9Ln+*msQcl
zGY+-CLuwrQk|df`jf_6#?j#B8=zG(+cL-1kLPm|G^k1)G2g&AhTc+FWjOPD%3wX8A
z4a80RJs)tz-P)7h?74I2on@2PnI@u|6e^m_TfOErTFIrbR`woBsP!<Ub*}w$&h<xi
z%=}cn>(FgcF~1PX@)aWSWONeOmmW=NM|fR+KNP!R_jZT}Pj^=ylTGJw+@!bv^tC$J
zrAzsbS|*V`S&J?DmpQj;rNbe{!Q9fmtB)-3SHLH%<FFV|yUe1CL>^M%Qdhu=Y8<DR
z`^lg_h%66x3Upt8-)@my&$C<1vZ!JZmtt4x{h+()H0ThK4Xd-*t;{Y3BpkOFVfKm*
zCQC2mhb?YlT6IoB{nNBf%6V&)#?i3$0Yh@qJ_WNMxAEsM@pJOU+1VYZd*y<=lA>_M
z`K7L`On3mWiMTv-!;*RNg2%D>$Y9vFF_rw!A2yo8j_9%nH_v}`wo}dWr4$KUX#8s;
zocoFGl%@<m_{BSjN^eZ1<PvhBNN60D<XN!nJ73tY#mXAg+(4JXg&$g{C@i|di&Wvd
z)<5x)ndO_zg7#ll<MSV5VG$9OX-bvN&W%rpamWz~$l~qy^S)SZaCV|KS&&gHiu_4G
zx!ThMgeXK~c;DdU!m~=5JY{#!Zz<0DZu#P~to$(w$h5X+cPoel0kOxAAbScXaP+CA
zZQEByQ6lE=_ly`1*54_c|4%9na<jv^n};R=Pf$0!;N`Blx`2a4bJaKi4qwl0)dv!F
z{gICNHaK;`WE2!E0r<m-1?!Af1PMDn`Z^T-u*Kx&oAUU2LMN^1bYh}$ktQogHru^>
z*Fbih<S+-Azm0v>;Co>ak;SY~X11Eqp`pJV1J#@TkcKY^{o<zQ3+j%JjtRO=7agFJ
z_O!WsD%RJ1v3MR|bCQI`dhb>X2LT1Zu|2hj-7UvDR;$%-)B92aEBglX^3nAnby0iU
z!as)m=&`SGF`gRCJk2<`;5=l6wF*2D@|RZ{ACYE6JRmg>e7Ox1t=J<sQiskd5&E+g
zgO$aCQR()~dopFiODR-yVVCS5A;H|~)oXs^P|C#2TwUbDLQ%3N?iY<9AYRsA0ZSP>
zk024)y;HX`xTINMNFxWwU+CSV*)xp7atJsKwVN;VEK;xZV{~}dc}!M%fd%_&*NVkF
zdn$%(VFu`St@EKE->2Jcz%I165Tj>wJ-+Z%g0%H>CPJ4wcqe$;Fxf>hJ1&UqW0ub2
z=`ZXEtj57mW1Llli!XSj12uC3-;S_WN+vwk`AX%Q$or15*?`R1rUg6^SdK0lHdQIo
z7S%@KB3GytWj`Mco?N-MU~JH#-1urI^>X0HkKi9xhn{z=t<8Autv57l8wZ2X^#2}l
z=vekT>5gN@!3xADTW!8>28B!1M;qjkwNau{Uc}BAvJ;SMdY?`f4tyiE8!ttESX9ne
zl*BAp;7BhFrvx#a%`F8A2=AbKSz9W-g>7ui&BmVyIDt}rsdV*^bYc^8tK`M=gt_WO
z8s0L)a14*$a_(6?VECi{yx+%6$<^kLOEX50c6j<jg;e9~pU>~^_cN@HuUZ0`9{+Fl
zb_1j1mN%oR<K>;>mA%F)nSAO4yvThUGAv+57N*9=|0_@C_FF6R5F6Jb)L1C4lYQf~
zET5J~`aj&DF>mX37;!}4hZbs`g+6N)o38HKgcild{a2t0d~EwUCAR(A0qZM+kHm=c
zal50gFtWDY!v!8BMlc8wYQK8(t_R=0Ld;?@DyYJdtj?$wUU_-3c+ehtH)&CQK*YK|
z6Bkrno(DHpi&NN(Zu>`}_HRCo0PgjhcfYOVHZS03s>UKd$M)cE>G4U^(MjxAL#<C%
z-h!PCVjzI$j7v%i-u>P8eEz%DUCq=wVcyZQ3{=BR>2$iZKl94UiiX<Wy@KN6tGKwy
zrV*gI<n^B8c?BrXkvpvzcM)&L@2$P#Z!Ht1t{j6ip5pU4md})Bx17Xkv0)E0_#`?4
zYkJNqQ=KOkm@$vI$UT=7C)#t(IA3E2+TAyey!?9_bLiHBL-5E&R`U?J|0%2onknDa
zQJ7GTh?Abz(G?46Q6Bs4V=PZ?Mzn)AI<@TzIZCy@9XV=3nAGlXXMv0Q0~Uzk>PyPO
zdTQM0@_yD<LZWFJ8wa1%-r_%gd}{V{rJ5XPe8^c!y%xgEuul%Sl8mwDn=-6+4nEAL
zcI5>Q1qJzQma@~hM?P}w2nhE~9i}o~&DTAboS3KL?tJb@RL7Va!XP&+ki}w`xOV(z
z=S`V;i4yVcyywlKu8Lcj;kk+g^dS&hsqIjt1dGF=*DY`ii%O;q==a@13M+r}iIGOs
zN}1fZQ0)H2d{FUXj7LGSVy;a8GVWJ5tYlYkakKm{F9s45+_!##l?Yl^J@Ui<rwCv<
zaG%oC)g6Kkpw#;wq*$23BTcinM_U3ve&*)ov5Je=_x*u!&*IR^FR%`J!$k{G9UhIp
z@Nf@8JZ9(T+%B_6a+~l8+nCLVMkEosow`zG%N-yj)%|p9<Ulk*SOl&}06;7U7ZWGq
z)(uTw%;HwxKWmI>Al4WU79`q+UQ`WfGbo}51+O9`&sfXcSBepBq3>@rl9!Ed9t=F(
zo5x7#MjXLCOPb8|HM2`LwK4?hf*e2CIH)_`v8(V!zmmaOm&>~@@cBoC=$t22J^@u#
z`$)&fA64|yssCP&CYvjyP^{BU>g;E}bt)o$^dhK}rC>@Q97A5=403uMR%hZk4sugs
zIcfm#-jx`{u#ebS=Zk3bEsZDUUp_vqqKD5zHkHXD53{R8Gq(Cb;Z-oq`kg$)sIqat
z=NQTSK{Ea!N=(;VA+fIzR<j?g{G6CPwnY&q79?Y%!1ii$jG*s(`_<2t4TBxDJ*}~M
zw<*<#SagHDVGr`5WNk{?bS+w>Mj-xFj23)dcqp$!4QZoEpAcN(ngxNH9)=|00#EoG
z|H+OPXo0T`Y8}OV-u><^si>eZ^Yh|n^4$Dc81Dw?cC+isH_p|(Qhj~>r;s6BJY5*p
z^JL`<9CoRy(?oM9Ch$Bi_=qaNJrHpA5t+!??^TlVD51bU^yd5qF3*w$9)yDgL6F%>
z9&?4;{315;!zss_ghj_m-pCnp^}dQ-x@PwB_c06?8ExX&HLUA*Ek*Ko+4AvEm!n*|
zL@@%p(kJXsrs29{W7XE@-^#|xaWTt4JKKq(gJdBG;+DJ?+bdl@i(9emyr?_p4I7@D
zg#~SoSL(_9AR0jvXBJ|J5E=X8;OYv^eC4GKIzvr;yTTQRFFdQKhWchfcP!~&e8(J0
zHF)YFc})RdiJe=R(3Zk>oo18-bI(*p$lK8iolygK_dAAY%b%er7bV`t`szMUF8a!|
z)+)N{)a7<RqZ7oPj$21j8{yoxdfLOi7jJul-}}Up597oN{J_P^FW|lOGa7!}jusc7
z<}UmoD{+v-ob(2qNd?1Rw-+(6$K~o}BshF4Ds65-P@Ez_gYbCLRQq4MR$sRr6oW|`
z@z|Ti+Fsd9_xoqNyt*o4SO9vBK?ItQh<GO}cwu3oZspyR$J4z0{Fn~fROwJM7S3HC
zxRW-c`6O7G`T2NSh|}DZVOwazOZQwP{P}Yt8VyM8b5WLN<AZmn`H%H#M6w*7?Gn=0
z+=;iaZnz$(?39u+TYsVX;M9R=_WoJ=qm$29fF$&YG;+?%EXDflW?-pNiVW1Lh-I_h
zynR$>eJ<tcKKI#lH?Gm9=Ml;VF)hmBK$Ksg)f1iOlvv^vAm#9UI9Acqbw8o0(@Lu3
zmNn`&E|H~fkMQY(fyoCw&9Y$NmA-q?e%5lBcA{F}88d!fNgCi&O;<rz^6XF(A4Y}8
zf;QN|Oh}b(Ve%a(5?cu&3pv<K^YYELTL$x$mKpUQ&i~x*fA9y}_AL`<n{g6rq7@Kj
zby<fb@4>q!WHcmX6LmG}naM80L7d^caPW$U05v)D>ptiZ{g=;JzqS2hw8a4q**4Dh
zv0%CFHv`aXeyNg@@|9p_L5U$6{;_vw^L8mAA%BND{6RcXpOdBE+^N`0H0x}hbxP;8
zlAd3js+rY7H8iv)#Ul-Md`sRmw~d0(yNzV9M{&XZnW=XhhAaq><75>T5z*7r4@7Vq
zmCy`IoiNGC=cSNszLaP}Ek^!7w%$6ZtNs1rMNt~*kZuV92`OnL1OaKJLr{=LLRtYS
z0cnwv6lsv|Mo~eK?nb)1?z7MLH+SwI_l!7a&Kw=s`?KHsiM3t}$d2fy{1j0sDd8|F
zM~>X!urQfNk1%ghi!8h%y>;tWCj=Mf)?)s=A**H=heA9Wsc@}12@kdMTJXrlSuJm8
zsk);D{RQl06mTRCwacT4ji%0c;q!IyqtUQ;5@vT(7cYEznuOM6QCxYppwRm<B*A0F
zp@<ct(Vt_Y-y#6IZ-NZG7H64MnWK+6R%vG8q@xZKw1oaO94R0E5e{~21R5QB_FUbn
z`V$;U`CvNO<@MTxI@t62g~h}T2zING87Y9_2RHWe$Bn`rWUBX$fQtF+pC~GLV_A|y
zSRHJ>kNW{yYIBE%v5QVsp&jTkAOfL)){cf_0V9wJ3o`@?1)G)o9%_9YQwokTKd0MT
zsKqv$M_kRL9C=XTHem<`nC}+HFju^W36n1GTdEXBGBZZQ3!X7lI&50?zc@7yUkdo%
z<+|3ZsIMPLpQre9p^R7@))U)9`u3(fa~(pEEBxY9Cp={i|Nf-2tjWsB{YQtmXX0mb
zwmDMDIORT%i>&m?xD5OTtvedMH~G+P$I4qkTH}9<dO@v6t6tEZ_yN(%Z%v}%;7Go>
z=iBF-%Z{Z+1{Fl|P2O5P0{Of@@0=a5INg$t`ya?OsP}N|QyD{6GXJCX82tcZK80mq
z<Ki%WjRb$V`ObC+Yc8kccu8e}zh3ye`YVvmzIwm@onoo?-F&JLuLTqM8s<`ruA!*n
zc)ZoZkKOYzs>viQ@ADB2#G*yqW#L}9faz*JNrAF@`(LyC>ni%7+&^A)sWgcZ%R%B>
z=iZv#tfJrM6Is??g{}s`e5cKZ&-2$s!o0gDh1XLn4qh%x6DTy1M@;rW_T#W84b8tJ
zzXk8Tl_2wba(U}>)^^=c46M9G;6-2TBk=X~+JpQT{yclWpl*eF#qQ6vuuHcSpzEyd
z%P(;AJIkaOW3xhXk*KmkC(F=RARso)P22y)`v2_Si4c=teZ8orwl)JlKQSn3$a&0e
zu&AcK55_pLZxr*`Z-$6Ds3wNNW5UVG$|?!F_SUwxDA+PVc({3M044_3uBvPebJ=n$
z%@0AJ#`1t*Je}FhDZSotH$PloR{!xAw#2q$i`)+0SC{1KYgqcLv4V~yxPbv&F%dNr
zaaM9Hk*_Y3wl3Z%Nyd#yaM%VKWiI19S|%KyqPY<807c;L`^Dq^kuNky%OWpGc{M~t
zT=*?r(mJMck`rsWzPx!d3z}_H@S~pd9*`CM)DHr@E==T{;<p$5sron!wA4|~N(Wx<
zzaX2sH9sEN72rzrfi$tR&ikplp%8<3qsS!**pR>KclRvqC0US(gYSr9rBxo>6xzmh
zdatbCjc5ie!8H%|j(sqfDeM$1NPu=$=LWt-@INAM(On{Ij5y|tz_pq>xGe?04Z}dD
zI2nJES;{7Pc>Lj$Wo3iO1IOFr-$FT@Rw^s1=tb^PP$;4n%7wvd^e#o2g8CI8Nu5Tq
zXi+{7ukk=WE$qdmUQvdGgk<DpLFqR;_OiGGf<>XY_99TfmUG{!dg0#Y)sau}hU%;K
zAhMe`hTr53T!^5hNaq)P|B<q`+1@oTVMn++**_C{yko&mKpTs{0VhNhAZXpMq)+EO
zenGQP3U}-UTj5;`9qKIEtaM07U*3Wh;2bll111y5`cEjA=RtP&fWxMw<$l}Nh=j2e
z7rju+i9J2=ZUQ88>50J*BZG=t9^1gso3oeXUbPXLUmWx#60gfI!(3Bd6rb77k4xUe
zzppjLg8-OyV{5~qDwI)-bN(;4Nj_scfFtef@m^1B3h2xYb}z*a+G4u8z*GUIjTiUz
zGI9}&9}{lqqqp<PG|t;vOFH#qh>s8W1#^c@_TVSw%19a6+>wqLJ>Lc&&N=w%5ta2s
zJRWRlxmgs7S!8Mx<Ze7P0UR{(5D82I4dQ-#VLlRyIekndQc6rs9u6EdoD?~9XjiGT
z+w%VALw)X=-~X2_FD47z&4bo1V>tXl8LWd&pGh2_V$-rGpu;OzDUXFN*7%z*&<c4^
zI}c>LawF=iJWH<pKmIkpg?IvQdOi=jHt+Q&M&yNy&6W~v==@^W4loL~|DjyYE?%My
zAI)s^=SZtbA0MlxU72WHvYe+J3Hm8@`Ek~^Yc=B&de2cTB^$<te{mD#tgL(Zi8e{U
zZjxO{F+<p_?VF)6bacy3TxxBlzKw5_*QT8|e+m07Kj7DiH8N8GRzU67zRj>Y<M!S!
zzDvW^*f_Qlz94mq`t&K3_d|Xu#tNhH0=~e>$FGVz-5(eyBb1I28ze}N5?w}7DQTP2
zAKWVCA_@(!Z0RnUW~B0$i|#@<Nh>rGu)MwFu5{o-hihQ&Zx%%y9RQ}biFi($M)G0T
z`pO^AnIba)$vYOn`Z9}4ejwDGP-b)93y7(Z-r$ys4ys%W!(K;az<BE>oaJvzg&u$K
zNc%Ku!2)R<&S&+o;vG7ee>=bZ>qE|07i7-3*PLXxb}GZZ1?_3bPs{&l{oRZC*hA;e
zzA4Mfnzq+tD5YnVUWZ^20##g}(5h_!GL|-&)OEE4C&T!NX_gV5HE=yVK)>JUx_Y^L
zoWQA#xEhlAo{vobR(^zv$p$rOz0cyBJKR3RtP02=q@XH@vo*+!4|pgOO!7G30|0J-
zOG8+1xECB*zbcBnVP8>DQxvRo&r5Ibm;Ja;?gq<bsuKMd*nqvl=C1dXxfz6iKUB2j
zm29pFr?#Ymiel$nFX?=|zFmv$)x^6p_Di6($0-Knlm&vtEEo47Kw<&61So3~+F&;7
zofhWq_x2J-yNxN{GeTcPWxY@&Enl<HjGg22q{x(QOT8GD))z{+zx?WE-5r@P-&M+V
z9$H6Gp*{`j3Yuu`f*ao{c&BlvI(6Rb4i+uvFJORq=lOd1wxf4sw(IsU?D5!k;a55Y
z?b{p%1rI^SBRzZQMNQWJLB^aRk|-fdKVoS)0(*PW+C?=R&XGKa$cZEDU_mW!iv<qy
zA<K_@ZWPubyrr<@3HXcAOKXHv{n_fI$+Ii$xuS09-}jOH$EO>=?1g}O1dcB*fo;JR
z7jJ?X#!zV$WGY1xqa)<Yoy*ajkZ9aJ)cB>P@?F2*^$rhT*wSM|D^QQVUV&Rty^@o(
z{a00jex;IW%9~g(M6#f%|2?JU%w~%l%pWB`$Q<MIJ~7~VeG`@~QT3|n?wNT%+b(E3
z%Md8^(fbXy*V8@X4qnC)#JH-Lckgto;%~{S13&o{Ef7DPQl9Bpd@EWDFTXB~7ODtw
zC1R1()AkJ&sV+6sShNBBj9-t~;EcxW@(xB95ch-6y5yVI<HPx#>Bg(YNwk&QYj`x4
zNK#3P2vZ}~lO_uilE4we@}yx8z@d49M}Z5I){OD~CyDm+mWA@{xkn=iSI%fPL})<(
z^=3er7{CFrr-IgMirc5@0+)spCJ5NPB8s&$Ehe`RrZIf^Upsd?X@W?~<dYw%!^%m=
z)Aj+41!3NAT*XMGGan=32w47`=q8yW4A{9t?$6VWik>kK=FIydWJipusbOGpWA!>g
zu0^k}HRQQKiK#Fps89Q8o}54DUG`jP7Dvg^^_sf^D>Yv=+k@gNcMt7N$k9gQ8i~Xg
znrC;Uc8dr+lTSk5gOmPza3U5$UOsG2!p3W8x`gKW%N_<^Izng=-d5g`eRq1+9-+7<
zO(L$T>Gdl}UVQ(D4>cZrU#tALHyKU1RQiOeXe5J6*4zgVsT8w>OR0%!G<*!sHrBfN
ze_PQ=G1qOkn3oi0zAAZJZ_Ibx@R;&<0vh*QfB|!_0pZ*rvV%`Y)c?wEP9p3PA3vxL
zVN+>PzfC{WF|Bj5?S!LZfc|eV#~QG4)rEZEgn_L@lzv=Tgc`M@(y;ywyb=ZCL6TWW
zS|LiPJ7v5}`;7|HTT%yy{jhx%T-dBwP49=^T>r|&c}-r6tcFqiSUcG<rxw2->tb-;
zpUDgUT8C5_uXI){z$@lU)i}w{k^DLM3o#j{nYJ*h8+kz)Eqx+?EiYF=7P$b#Z|$p>
zOUul$jsmFV-3vyf^3CZg!O<p=HvJxqiP44jiuYI@@ej$ij$8zFclg6NTqTz|>q&Of
zbGOs|R6~eAB@D#Y`Fb&wFNjRVZuXyWJUqs?{(i^RVY7Df-#{OEH2)0%;SdbGi&em(
zA3p`#<=TkPgB5)^%m8FeAz>Mn`PU$mQ(@6<{_Wg0i2G%aV!~jLBz%X$;DP{*@9y*6
zf(`}i<WR!A-jcD#x}hV2Z9MBAyLA27zP$@5N{BX~)4>1R;PWW`lrUI<l%8GpTqpo-
zLByWnm%h??w8LTG8Pu$N4b?zE@xUy}Nbr0Wa*27-Cz0ONdsv)t9dQDMng!f$1=Li&
zRG~~Y{(~1TIPD<sI+q5Q%nw_pHC((PC|_TNZ(?y~2g2Y*C9@5#n~=VDyz>K9)W^Pp
z!|Duk^9k$5AM{hO;b|<j?P3rYGCF*j9m1BE_S%cT$ror*rN!=PT`sN@^=;x$O#EJo
z*P$(=27Dp9hLT<7YcI7Tg|X7(+uRKMH5<P9h^8$#N^^2AsX4_$Lp!maKYR00Dx7In
zMv@pk?E*5RxFdYu0EF!i=-<Ke4`*`#n9t1=GIDS0_lxBL{|wv<*v*^XErIzTWC<$*
z;(rsr{URkXZgT=0$=0enjf)L<UoVywpV!n*4kAMhkMOCJ%)kHc(V0rdxTxxsQ6_bw
zcRf&+iL*323#revK)Us40;S}p$a6=gO+8<-Wq}M0LwBPu5qpzr!rgM?kUR3QA)5v_
z9_=}ML{ke%pOoSq4YitN1mI5+_%T&HW!S^)w`{hV>AHU?>;%-tAE23CsynvF2sM*x
za|*g0)MNA2@pFc`!rt@OQ^6qQ+NS;FnKK8+HDb_2q2pxu&E<vPXil9?L_#n-X5Xab
zV#UJJf!5JIcKI*1k7l^<<$;jLJ}ZsKKl*3yEE!DY-sXA>Gl<XSbkf&zUtN>Q{z_Q9
z?tSxu=+qokt?dUO7bu4aC6ErAO$T~^95H1;*}|rE^6)}bJZ|&8rBx%Fs(lj@tKecW
zgVw9;pznZ!0*FquMi=w~OZLwSbCxI)pJ?i|kEKTY^Qq1WC2dC$eqwk*tC(H;(bjTe
z>cZ8?_SnA(@z#|#I6PS8TwnTJ#D8QM0*ZmSuc6MAeFU_knXR9SzYM-0czn~}@&%w?
zE(8VxiFdBCa<J#+mJ`FPE?bMy^$9mRsIrmJkfxMEH=O+u#o3+oF-=?UkhMFVnoN$c
zU_rpR48<&}JK`nO*y3zA)2Od-;6+6abHjtc?yW$)z)WVUxld^83`ryW_`ZCC4d0ei
z$nhmmC=~sxXR29#zGK3bQdc0{vQ|rV(CoHSdHVFWlamu7syshkE7ooD0r#*qP7`6d
z&5Ku8XP5h}vi)1C-guPe^Tgr{_q1Ib@IoKyd;sj?0?n$`q-vzkDzVte3<bHP6k)Yt
zaXR#>kWDX*ikpv=KtP@EdTWavJeUwmmHe8bpe*jXGOiLyIo{V+^p!J$=tIz8iO4(Y
z<VVGTJah+$@jC$ib}XG`fN!&9rTedLVnx60<dT&tfPTLh_AJ^M?*!w8qy6NIXRHz-
zgFWJMBuE>T+KgHu$$+TBH=F*o7s`KLOL*oLIdXuH!(*WS$d!1r879fC-rie#Pid>6
zo>;Fd!7JYM)EYR1-%0co*CYVm=V<b@lNXt_7w^A$7O)h8cgq(A1&Pn0jXWFSq<XC$
z^eEZ?wsGdeyfBW4medJ`jHbk-2$kEv6H$L3sB^?RZgk#1X~@dD;WpujE?_g#%+55j
z+Kw$l;g9ys^7q@<xwr3FSO29SF-f{v1>XYK7)*{s<RYXUNW_mHdf_}K4~8imf@kX2
zE{}Y{?J?~n=Y??LY77dtr3hU|Zpf(DzJpam`ft2h0MS=jMB=*RKxo{4=ms-XRi=9{
z9hwitKHQKlI?R@=?Ho=u3}eie|D0V8;+4*R0wu?sRU9D80ImIyHvF0~)zx*d-4xim
zk56YJSwTF<n9E!C)b3#}4NDofX!-O@jo7_@i@{0?Y~={&w8{dmxZ2qv8fXd=Gz=k=
zg9wl_@ZBOCQX^yn^N+lP+B-WVgBb2XzxAkEwTxznlJE&6##O`TFj=v#*m4g>_U<qC
zWTMAlVDG-Q?a6zfK#?W2!~Ml~M~`;I%P=5|*CPJ;+*!<YU5EuL5xU}LQZy?yCs4*Q
zB`;rgR5*o#$SL&(lW;&J=*meAOTR0d)La~nmzuVr&AC>3>`d?YwV-Zq^xHd*kBvXH
z?G+di9RCH5@Wy}Q_qzsF10uIepS2S*1+n}rvyaaGBUr?pN_$%W4eM=SrThL16Uy8g
z2Df(f@rquT)Ups7C|xG{H%R-ui4a!-O=J`YU|c>+?leYnFnggmd@7(Qlmkr0ZF?Gb
zjVI$Nne}8lEpmPl#{5c;P2P7^#;Ujg4$VyBT<_Q<M9*nvBRJ9mJ)tzTA9T8>DchzM
zdZra+O{kC?QaB{RkffD`Ag2oBJ3IrHd47h2A~DVR%EbCq)7Y&e+_(2aDfwjXC!n2p
z59CC$q)JCvad?;l6}W#Mg4Jgt0M9ohk3RibyF4_6A^~nFbXSfq%<NXtzjCFb=@@WV
zc#XKv%eCL^s0j)9qMEh@LK~~rAV!&x;-^;5BR$+Ty@4!WxkPu57VmN>g&u<>(uI=l
z4^B9m5-ONVq1|nLaX+JP3<KVOfWsHtR4Q<nqqx^!e&)ug*$k0-LQj4At)laos@$5W
zRkz&7Hk_jq5Mqk7!u754QMv}+uUthhSi_UJ(P+V&h5wg%lrCpSca%}QJT~6lm=r3!
zoLb;n_v!pd3&bnh`|>(At$({vdI9fOvT#hb&EfhelJI#Xl9|E!-{))AJZ}+KkwQ@@
zA@Zf*t)^$5-0Uqa&^$9$l^(sl$}x6N3YfV8GKh`C8mdcFr(0#Qbez1(+E<v!G}(Qx
zTQCLHrAEWhz&P(h>Uetq9q7ZvtROA=#-(59TG+KAhDi$~Ys*jG_m;@BLcC|ibewxO
z_-X?2h8uxwO_%K){Dz6W<n=HDV;)Mp<We)--s5*O4qpn!bt5C*p_l&rK;L_aqqS>r
zqo@-=ByN1YRM7KPD+89_cUH!_9X-<gOLlqt%kYOFEi23E4tc}s^+!1{^6BLBS(tc0
zAi=%4E`ow_XegAFh{Y9-n7QcX*%Z3QXfrsHzWr}Gccy!iubLJrbbe;5C%ee|8OA5Y
z7_^xh@(+Ga!{pRPxJfpC!rixJ9PbNAQ#C)agQ(#jNLIswxGlYJ6X{ia0l0EiZ-6_>
z@%09|NMsK{BA!aVe<LSH)s}Fq_?fW2@5exO-od~%s?)QrCeY^<%2cs@mHItPXiMeK
z&+}~n<<Fg>$nobes&VVA_rHdT3UOM%Vfz$}XVBUOLwyJmlM0Y(Ec={w?Rt{cJ*(#7
z7cUoFZiN9sQw>rk$kkZCu*+`?n1P&j7W614vz37WoxP5NK!_PpY3S`@2tU2O7}<iN
z>zfvqS0inqoD%;7>QDT{WUJiOiLa-}4zwR#MEmatzd{I&*T(!<B!1s~+I7&yED%Dn
zeJrkYKNgKg3hHWzILkQPz*T5X3@-)C8M9UzA(oZ#<#vH>1hO9caw~)zeZc;yY)8<-
z@WOodBsW`Qnttun+b_j0D5f5qZH+=+^%Jk@sn&5Lwn!ZJ8$hy?ge5wp$vvEvh3t2M
z<Aa25VU!wfC;4oHs8@kWX>TUJohvhl6Bj*hLs#vSQdc)rm{tXYSEbFU^u%VLJZ;Bs
z!RhzcP|-eLg<d{<<F9c%b9)B?-1TUtIG)vmjI63R%ZNzrjhfxEj+E`SDUoB+TSlVa
zYs265)6ok_xkkn9SCvp}L~omxk7yW)(hte|56FZ20><&5-=M*3A1YzllrN)N>v0OP
zCXoGi?tL*Wq~(Z}{_e@E$jzRUl-<I0hWlfvGi+W@^fH3Uff=?;B;JJ#Za{*8PeklL
zDrRX8Mad8EnC_AVQ}TGx_eZA&U#ra`D^lm~JO&wKZP%+V*puOdH({h%7i2{YEUfRy
zg_rT*U(KKl!}x<HBx~5!6xbN15Xf}B5fJ%+Yzc_ymjc`uXKm8wJ!x54EabhNaW9LE
z9fHBOB#u0?@oZ2#he#U}o~HgdeGR8610O%kD?$DAg0l*>;g2R+WlMzMb1PA)P{j`q
z*aK}p%Mw;8pjxUP>kE&AFeL<*JJ2dmOgT?7;AMT3h<=#)J4vw3#*+3Sc-is%(QvP~
z-7DeMM#Lwn!XU+HgJ@4(&ml3}PI`Bs_%7{#^aoaFKa;W}z!AW0u~1nwa7LE&M{88~
zQ2~kztRvwk#{QIULB<f$M|{_t={7OE42)8hp;N4W*mYB%jQ>Q8UDAEUTpd$8I~XIl
z8F4k}CD>ae&=tO#_3ypk1Nu|2J%K<O95zrHHXR0?t{&^agFp`m7s%OI_64#j1k{1H
zD2j&GD@{XBF$|2ge?aw`dvP3kNU*W96xaILKJM-QlzN};Y{4^h6hW7oN6`J%zq_he
z&d)WlOlFmsePyNdX-mZ?2;}@b9Rb|QX+KElk%-QGji#p0n&mgfu`TRexOy~GLCP@d
z`-0Mybdz|1E9uFcDtGaJGA)7a*fXJT7r(RS=^m2z12OptMOEcF{nqj0!P{T_oIQ`m
zCj;=<8VR$=e4?A=4GgH_6S%ti>?3x0i#MQx0-typHtiMP{e#$5LK5;o<1ZJXy^-D#
zFwKB|1jTOEiRk%Mt!_)`hW*^G^2c${q6L05!mJlm*z;V(1dQS~=K*-7b5CI(rz`X#
zeNV*KVw$7fg#(G4<h~!DkyqONwB<+I3;=ukMu=y0?CyUNK^Goe|0-29T`VCc_{lue
z)_rY8zd#KG2?doI$I)V%lL_t$3gr)oy``<TLyCO(<`{j%H%5b1R3N*~!k!PP`~dkl
zsn|~MW8J&H2gql~tbGj9TYCSz9-SUdG`S;s>@f?<?<eD7*HAl^g<{}Ccz@3S-p}6U
z<B8FE6;Y9GwK*qWd~pM-%efSg2wilfdZQ_nXla^~zx%hv1F+pcpI_^&_W^_Y?S-cU
z239J>fWVuUXbi3QmUsNHI9ur3k$<)V^G~Ah$-Ge?F!{)&xB=E`7y@255mYt0??M9D
zp6o)EUM#NmP(e^$A*^AP^=Zb0ZTfid9}NAYF_y_Y?xzxl_?!6sgNiq7#;bQ-+6S=Z
zu_zuLf0)Z=$bwWVes^qIpH0)8{@N$Z$|P|=1D5<F-h`ksR}8~JB+xtY%TwT&4(q{n
zjs7QZkx$X(^kIUFu?@F>ql(MQ?Y~54cH=>)-)_;FYoom^|1jbGjHp0CP0{P{0%Afx
z9{+p@Hn7)2i<ci(=ej}6WVd?;7S-rHO#ZQn3tEJd4~w6ngFC9JcmH`UQM`w)3Uq;`
z$%TCk1@)D&YvIa&=rQ@w3Z?o6B*lHZAW9D`o(ws)D2Mn?svjQn1k%Z8vkO3ql6IEi
zS1=sYJ*Hi96l=m4XNs>sB)!j4R_akrPX(#JADog;ruYVe@m6vfVnQV{j7HhnvF2_6
zDia2}1S)5UkKmvN&U|k>IwHG~O`BJQYAK9%W%K$1pcEn1m$)f*_~&I4ELq{74`lY~
z;Sn8G?l1QklKQ;fh<<nDk+KV9CoqMg!!2AoN{saM^z4d3_tPhiBW%TC8<WZGGXaS2
zTgy2Z*g94wUPI-uwFobB2vp6Ji}6vcJ}Swn{oqAJO!IhGtmi4o(`5g~U%akqj5;E6
zt_zdggkG6`0lTY>IwV9|S(0kR+-Z2i0eD|6qO-B?Ol6E2C>tyRF{j&6`!9EWkVk>m
zIRU_QVK5B=ctH3?kpyrUM1YzBunQ#%oAlOf+cd47A~s*q(sQTvFwQx1NIHOiU6Gz_
zkPLI&FUa+dTXi13j1m1Z-O7VGLQ;TWI2cc#p^P+bon1Ec+NMA}8Zx!n@^Q~NnNbhX
zq>66p`amy(PfgAFuUe#DL!p`?K6*Q6yM^UmC5Y|;t8xQk@%U`tfqest0Y8<|mS@m~
zau;VIz|M~_d*_dRr{#6byQkE%5hD{5MU%+&wb<{1hJ=<FkD@$_l}X@y@KqfoB?7PX
zM@<B%jmtj(AGSRRa0LzF3IrxCwI+RMi-bSw<lF+KUZN=fg*BVXzPRT4cEs@$4MWX(
z1bkMmh%BUs4IK!9X|=|MQnK7j%P!26zuj{0mjx||i2T{R8b{D(8dch6h$@(t9fz!5
z^*B5izc6VA5v1q-2bAv@3xuQw%G^O!w<CDInwOlMTP{Bb-!hVDe%yq5g$|swz*FqE
z=sUj&UN)WropWdDnw!p5ONf8cxsjGuV4;3hStSpUgHc)=HPCRLGf6fKe%n^F$eU}B
zkj#K_u(C_!N(7YGvQ=#Hi1rNmB6Dq+QTvWFggzhI&QWsKYFA}pux#M<M0BcQ)$nOR
zAVi!A^h{u&AULElj&G1{xO3Q2#ay*f%yi=p;@ThhIEub8#r`~h;cyDvF_}6x-2bl#
z42@rgaRPs{zG&^POTjpM-0JR0K=0GE2kdh*lsoBJzR{tI&I8|+vj_W3teT_6l)NT!
z?@Se?^vL#(r1tnKk=%te2WUc@pdyY-(deEaF6r%=1c>_b7N8p7ag<cD+K`~&1eHkr
zV{~drq^$Fn``aB5zt{1%rVPw?fIpR~yuf`#(Ygv5eCWUbKz~{f;arpu`<E|xQ&vqE
z7Czc(PZ5D7^e(ffD#MIiLbss8MMVK!`@Pu&Oq#P+*}ZExw6l!Bx~+0;AjvP&rf(8x
z`cd|>zsPF$Y})q<H$Sf7H-yWeqR^~g(Jk#Kqs9ydK-i#3Z=hJa_w>#Yb+Y$7(T-!@
zTx^$%L6j4o=d+)T$b1uCxMycmkuaa|rm>xQbhnP7&&cN>zNo4M)_67_OQoU`2Z0ir
zvV8GlH%2$1O68S4*iC*6aGcaMO<%aXH@6{WZ7FA@DGa&n){gzR`=AH}bABrT!Q3uY
z`1s+<^qjSK$%}V-22Gn!YIi#>g-UM=`me=D=t;?U&;t7`PP+@5zIrstMu<!vTRSWN
zLkb&a2=lzrTT}+N)uW^!QZ@?7N2W`e`4ZrcQZiy2cB#DuUp=-BabL8}ei)gW89+cS
z&FDD>5SZaGP~6NXb|u+pg>aM`H?hFvTm9NlA>7U(8%oZ*w|jgF6i_wZnKCUCIm-^}
zzEFxGY@|?>IWM~Q+ROW~fJThBhX-3E=6fkkNn%JUn4&zRF`Bqwh=`?<0#+(uv^R!^
zA>QFzWehCneJ<7+GG6Yt#eLP8Tl-b~H1p9hWMpqw_W(+IyS?(x_CAT~gT3>b4<5D;
z0+L~A%>(XMFVW3;mY=@j7kr>xDf?SJxHEk?yRkDG(95)u6pqGm#Pcay;HIA;9mrvq
z3~x0kX_6HO#3+S4hUnutaD)9Ep?vKaeuHjutNQ)(lh!U(OHgLU^2e6MmuuxMl=TBd
z1lXk*d?U)wk`i`ZW!0eybAi;X-He>t++#+h!CV#6TN;<jpbYSfEdS2Gb%@&h_d%-b
z<ym(u$4z@*7<WMS7U1s(tlU?)321GAaeT9vVQ+ChUt-Ddw*0ThykMth{efSfqAsNV
zU<8MK^qjDLduNaqvG2Ff%Mua?P~FMsLhqVx_Jgu(=hlxnMkfTHHt%~IT0l!vFq0*B
zeunX$uJ;BreWuJqbg%n69Lv)K=N<jecnL1Va#Yh))_qHiyzIo%g7HvvJzY7WJo*08
zP&hnuwA~4gTx{DnftAg{O8$n~8OPOmW1<sRreEB%2VXd9BqVKv-POH<L!Rk6Z59qy
zQ|f+&YXAH8W^H=R?bNOyxlDTPWh>~3Q)fPrM?bSuj0&W$Ni}D89nd5r@qH*ZuBk_T
zsV>`bZH0Msc=Nz4;xA~o2=ee`f#L-_){e+8KJ7s8$J$pBy3KqWW&?y^F%Xtu)Ux`3
zO3%h`mSJ{&VBxn>AJyi+kYLsH8GbyKKFNrG3_PF&zc844;LkiPmJ62yCM!hrr}#aW
zQD{<GiRIyxf*F<ZVi(q@`z!4iFiREo_=#&gi@L3R`(dSeT^4Z#m>)(D*Ra^4XD%C$
z<~NO$GwIRp;943c;M&6~Yzwu)40L6EAP~}=QgrE4A7g2hk*>1GMB>5|9)(z|X&Bba
z!~CN}udsbUH8kV%;Avwd`|eDd{Sd&w$)_xZo}Z}N%MgmkvSa2l#rRe%UtYQYj?{HD
z3zSdrw0B+`)8Fw0N?wt*Ckcv0WT~9weFq*?)Bb{tVpAd(z)Hd$r7@0Oz!yhO&LO!!
zIJgbkTV5fDn$}thr^ypW1ink>KZHM<QkFZHIxQ*=^|rOOIWER6D3rhxaC4)J1cVRM
zZ^Dzi5;xA6U*oXeWE<=txZDbDvx&iT!ubvZw&U&ZK_z_x@HbPM`-hiaot3_c1i6Ra
z{`(pUdEBz}hlyI~^{|0lS=46m0s<Sk?VJWj4caJa=aoj5KB3pv{N)EO1aL4{Hu~+k
zc~7$N)Y|*d3}mR9|KF?-tT7NZD{Jg_6QzXxC5aqUq{G?7a?TgRP8_XpEeO-<9wtkK
z$zVNLVqhF0jb>;@v!1w^__m6E=QMYi=W81if(w?gykPxWxWu3WIX5qR%f2XYo2o<#
zBSmaInuOCs^#ZZFq0#9C`TF-?S2V7<-*R@vc@J4afN((kc$y}}Yqd^I-z{RFnV4J`
zE)3;A`zZ%VIG?Kvw;_waIm-Smk~Bgt;hUi#a3LNb*`7*6ZHhcLArQ}jz&PU?-x_am
zeyd!YGnYXA&z2n1x2ef-Q{=itlqSXN#Q=PN9Rfn(7kpeEZR!I(8eulLi~?W+pPGC_
zO_ZtS=<JXzz)MwnHYP74ySz|*Fpy);pM&`qk-_q(Ppb^vUd1ncgY66}tVuF5M$(oW
z1sb%Y$fnb5+1Ytx2;<-0Hsvb;o*$rUtBULVLES$Orz1~Y*E&lY<QrOewz&3<UoKBy
zeIFruEo|&bQ=?U*5cU`qcQF8u-gFX1;{Paz$tV=t#v`Q_9){cj`vxmtJmm1eOV`ho
z-0YE@Dl(V^LKAXMLDIpdk+0yc^=|Ud2eK}2Bl>qD&^`eg3z&}eLvd#}+qJy*`Cm|e
zv&KO=TlXxiA^ktz*7J~scWYjZxNk?0?SQrQNYh!8U2TZ7erQIC!yjqU#)BOev!B(j
z^V<-8s#|qCg_i<SH!$vRtH$ie-bWFborkC_(7Z_ZKMs)O^|J_Lg5DA8k`jvKDTpqc
zm^iR}de(VgV^c`5;}(^E*fzaVJ35}T1^`RsURT5iM`ECkPUwavR(@KY6Vp@A3qvL~
z!)2Q?>~pZ}j?)e+4!o%Yo7h)G;y^JVw8Ma!5IlCx_ud=J*?jN3>g-aanV01BMZW@W
zLUJ}m(AB+UjaLrk9P$sJJd<P+uRoQU*d69X@{$)0se~fdU{het;DOSd*v*HiG2l6&
z|90pUDkb^%4aKxnQrnT~PHG22*m-$Cz%1={5<h;>9!kQYD-rqreLIj6#Ox$;HptK6
zNI+KK{4(Y?<E1Z3`0)cHb>te~f-d>cXyj+UFI0{7k!c03=s$VZ2`6tN^M@{ZZY|H-
zz~%+ES+s3a(Fd3o<&?n<DriO8p0Y#i8S$Zrvp2es4ncm5A@vA&eSNc&`BPBxHgk9y
zJJvOc&|y}11;oUo3=7YGJtZJB=)39UuJzSG+B*CG|FX8>iuGzdG7y3fR9twRvh;kz
zO5{#kEbSk@$~!1$C|fm#y|a<Y67`k7_VeyFj+|1gcc2D>^aWYlH8yLhRl3$VsH&t4
zo+K~0ewxQ88LfXse(#uXS#`=5^LG6y@0@=)0H5=>(*s&~6V!_1N;9SfFCdKmlY85_
z$c7Fm4j0ZFGBU3Fp11f+8oN!pBwKM6!G9gdnndkD4_-t2x1N6FC8iE$(&m?9l18(c
z{hA@dYfCdT9sUqgVP>~ggGlJW*=4d4oDE}V1x)1@Q1h3`v%(t~*>UhV1@V7oIq@<m
zNH9L0p-7IUP$B@06)aiRY@M~nwgq3j(*}yXtQvWW2n7nVV1*8V`CnB$*zDV#S0gsv
zg6(3~#wLNL0g2HNyJg@&1)Y@amb|QFo)UK0vAWf0?(-zY{KdzMw~gJ>F^f<~f1f0k
z@`g>CJh8J|@xb<I-*>q5nVEZ|&FO)XV1&bXodF3XfIZZQiVHxrU|>zUb!ZH{g+&Tu
ztGu0PHvXda@~)lIcbmwGw{O>YNQssnpK`_Fi;H5SYj<Mhho9N&);KZ$vUI(+SUGM-
zG%48cXDGjt{LLpdLmh_#mF0_aXB#TbQiHKDaCw!)U_yw|Y<Kq@IG-s$?f$(&H6lNJ
zYjb9;(%FF{T74ol=M?RB<I(Yxj8&ZB($qTBqO3}ND1g59<I(vZP(?SlF!xs?SEIUO
zt<VmwjhGeU<GE^;i=--FzWxWL2@<LmJQb<<lUGoy#tZhpaoS2ME)m6be{Kv9B!N4A
zGtN6gg*yBWy2R+Sob#Xa#vT^ajqNTbTyErx2#C~nas)jDOluy_Vg>I9jZXY3O`#BX
zKbsk^*9fEXPH20ftYk&Pvy@?Vq8=PjzYp1t?+Dl!CEt{ViTwH8sqUXN9K6Tp(7+N%
zV-Hj7kr~|~3n$vW9<>zNI7>UOX0H?Gvx+oOn(>%-R(m(XD@tI&R#NVf9MLTE6Uty&
z8B#?3$fzMl_`I3Aj|OGb?>=Zq*6ehVnmR0G%EL5XT|5Ra741^WL%LlagMLotjV2k4
z9---jg&J!fcPjvh%PJ<-ExoS3pP=@xyT7XzebOay5rxOZQ(4{kv0C{hp}5_a&x2cW
zRINQ3DJbhl-yoT~eViy1VA|JicAGye`Q$^N62GvM?sW2pH&uY0y)YQUYSgp{+8sdH
zVdsyk-sAAH)kTtHc_tU~rUi>hbwHUrlZtz!Fa~`RC}d#%+zf--*k=n%?muEEg_X?%
zy(FUEL;?KDX7_1LsllJi)2^c~b5vS?7#FiK{Wz)lgOLQp5T>4ONCF1cWiAGt&aCNl
zqxVRYuf&=M09qdKQygv4H?h!qhD|mIQ`m;<mOB&F%DGiw(`vuno+Wfu4b|;?xetNu
z4wuwS^~_$ZVjuT42PI#$BWIKex!lm+Jq5CWMIBCb6i5aQdg)X5?x+&k{p0O>qJ+6|
zciKPqan_##Wc_zPg`UN!&|?@!hr;zzbisrc7pN|?fW;vmAT^O}MQOjOq&hiZ^@@h^
z-^gYVd+UowT85fjw9t^scKifJO?@SICD|9G6`y0OYcYM<a<Fx{^ef!p%&Zx));y+V
zF+BcYwao`^grY}vXcRA=9pFZZxRbDBKon~ba0@2Imy=fE?TwrTN^*DUix{ggIlkJk
zkpZIzS_{|9%geJZqTv*=B*R~O{6x$6H{d;6@Usoa6bdZOq<l5gXGgvt7}(v{#<ca0
zx5;;;$e+YmHim06g1w~RlFx~5fL}zI|F%bXs(WE&?5IohpBpGd<EoH5jUoGfWb_kw
z6VDooA^7==e4>G^2cfuLxA01D?otl><$p5^5%PCxlQmaeiR^A^M83S<T3Ewm&ce?F
z_wx3H5`L1DS()3w3-t$II?VbVWQ2T@4k=kf%dY%dGg87F%J*|WS3-5x9K1jfecJYJ
zAb}?Rt>oSwJ*>}ZX)gbmGYz1dOCWP;aKnNTsk5eN0(8fUjK^Ea!=9;o_MDuY9gz~3
z-)pBJPO7iQ`T3AVY9nRWIxkx|2Rj`WA`d@bduB$d-mg$kx|8mZjicI?2vN@#jk^6$
zGCpq8mz#Z>-<l6SwZe4B)}81B2YjO{Q+w8fN`YA!%;SgTxs62qP;qOX6F?}Hl}mE2
z5WUE<@gpyKp_1Rx-)E_3x2kDg3O^^R?*7wV!`;;^T^uJs_eWh1Bu3@9_Sk4R{3Y^!
zu*}6K6;B<zB(6-I#)6tRt}>Jt)j|f4&CPqG2h3{_BR)~F$rUT;p^{MghZKhHMyS{|
zf5Tw&c(g+^?s^xg2%&~aPV>GzS$?ST7oEo4uiiM7fHp3Cy;c61NmiGSl5khU(hmKO
z$bP_=YuBx=pa6plKZNl<43{iPb1I4`oq#rCFZdN#dF<_J_-K>!qiHu$FymNs#G2bH
zf8|nac`iAn-t)*;F8uh(j{JY34>faA`&a)st6MD=b6&pEsp<vaTc1RuMCfXmkaE8s
zFWDORoWc(RV8>tfoQ=Oci(9+48LS)q>1;Jv^yAf*mv%8)I!prY)Pyf7h*^@pGfvb*
zFY;gX-Md<3_CQ(aX0`!Y5<pAb<Hl3s#c`G7@7nGrf{h`F*5`Yz&v>P+<L~>=iqRqo
zXg^)adf^8|{%d{_Nxx{_9yIyjUqw{$Y{<r@7E^Ub7=ZfBP|elMUeUhd?$wQOG8YB|
zB6+`Ma6xuMpvSpTPbU0HxD5{iHG+cKs|4Sv1EmMx$e?$=Uh;*G`NkdCR=s&4$#Ij1
zxl&(o|2;Q7X06gY?w0mjL?B+{>~!l)Q)3i|kHJB=ww2c1sfH2Yr3HVv_qqm|!c3ai
z)_MELM?P>szDh3{iY`yAi}yRmA;5d~H>!R2)MmgT5j+nEC~gnE6ueKIaD*248RICw
zvN*j3-5%PWG1b}IBUjKm?ime3psmgF&(*>FsI;`++Dq@FN%WKmuZY(oSCGB4WcM*l
zjO?(4Yg(<kZC>(mXzm}qU&{Am-?8FH^&3zDSPLdUcQ{nc`g&wh{9uv6p1)1cKiJ_&
z!wDMtO7Y`RLAeG~GEr$l{5(9ZEbDkw9s*kH(09+PH(!F7K$1G>=Ua-M^tni+n+ls9
zCz_rEu+=>iC|LKJbaD(rN;f)NrS*vuqvEl<er5<7J%#{+?Zbana2rj^DNNHj;oyga
zuKag?QO`cDYz;hJCAM;VwhKq8lXq25Fy3uZaTG`HKU30q1i4QnXot6gZJQP59%t7X
z-%9iT{zkh^_4vi*^+$jCNx3b_{86u8cQ~4K!?rFK2JZ-faS0L<_+w2hh7@}Q^rXQY
z>P4h*G;h*?KFcU{t;^xPGqt@IC4Ju~G=YXW54Oh0$VjjEK*lmV3Y-kxT5}2@e#EA8
zniEP5FnbEa%sFLbbl6dHaIQV%Z~^|G_qKwh&>>E3#iCF(5>2^3y#nRAQ20>l=nl@M
z@KNNrNNNU|!ELzZfNIrsPP!ndc|HN_TV$#SxJSpLJ33DV;1pQJev?U^&R0J5aP@$0
z-$HAh?rt4>(owBbny*N=vsMC>s4dW`ee$aGIIyM?b_#I0fUX78(Q#t%wWus6?EIK~
zec{z}Y(1v~Xr+kU3wK8E&n;t+g><Ly?N5godrE17<kgIKW!OkyF^L%QGlzbYtlNKq
zaExSzg4q<T91!t1Z1_@Z+uK(yGgh-c1eq~Y#fGsSuuoP0sC%dUlLy0`TrSEd(q52;
zvd8vAgQ4)5h=>J05*j-9RxH6G?q!n`CT&DZZIc|582xNsflbSh^+~;Q(4O_KNjhge
zT8mRqlRewWoFg?F4xu#H2|5psKd?k$BVisXwp6NIlt=F;+8R_PDlYmu++p@_Fdp7l
zE?enwcN=}XSs91Cu*Yw=7vJ9T?+2QPL*;3~_%b!)1NOme?T)ZEqkR`LE^K#suiPVa
z67GytTXs$~b%lEKnT%&eg;YXD{SEY93&RH8D|a?jgXtK8cya`zILbw!fSUc$_Bw>d
z&x<b!zWt51aY3uzX<%?G{b_as7Xe~feg28^_aD|=4*c?7J?Fx`X%N!q@@nmj^(g8i
zaIyXGuOipFL0}#<kvGB8RBY5h0k%a;!=rbUc9L6D4PuomkB(sy{Gy~po_$+3benlW
zq-vxcn|2DLgN0gNH6w7IVwvFy8EcM`9ngj$Oz?Z+RQtR6#uw!jYL<6pYD%dfvd#1H
ze2u{lQ@P>fp*2KGw<_PIOl(aF{hBeStm&))Q!Ln%>ftb%wi%<l{NBmw3VI3RO2<8P
z3F7Q__L_*DO?@|Piv91*)u4hwKIjc(S(qviOeiwGCn&v7?{2-V@wW17)c_+%^7?%w
z#7}u(q<a1LpL$t5bYQ+boP|g;XYl>WRoPAAQ;@QMg-#tqrFmfg>p#NDj+4aSmTh~z
z5~>qRz=NG16o4V#SBu*0hh7*pz6vl;*D8!6f`<2wBj_T-onL!Bskb?5gK*wEc{Xd_
zS5rYxyk8J)WpCZ_-6CmvA0PZ>zZiTE@!?P31qn*56HB~<CB=#Nl4mAx;p%5Ny~-Kz
z=t!>Q|NEJ<o@##Oo|<Y+qM>b==lZ>56mb&c^!pE%t-J~VpiVReASUsTL}OEfm_*(x
zFR+~+-jp*%IHBj522o0^541aN(H=3>@lrx5W3xL7{cp*u74>8h7c3Nf3W`vRt-E`A
z7Jf&ajmz4Vr!lJHfKHWvI^1-5y7pSu6Xo!l_D6A?ig>-D#Z=3jwtZ6!JPc3@nc)6L
zrxWsMCZQirBA%DFkEOelUF#ltj4VW<e$pCw?LDyealkbC?geUAV3wd@@{+#XsZ;x3
zmux8DhAhb|e@(nKx9Gx$v|JdKU5Kx0E$&Jeu4eq-VQXqKCkZ&X4L0srLkv(+PiEAe
z)V_TCL9e5gNYJgO=F#!D{<A&#>lM2JuGoPb&-fnGzC+Rn)uLxhspSu-OCLW<dK+{m
z@gA&QkmUkO{$M*`b3ntlHITk^d}^SAsSN7|h&+B*<Gd_zQczTMYi~0p$S%!uxpBbj
zo}Q6WglyP%3z-u+Paz~n#g+tOihqQeEOS0c@h>$p{?@xGkM<C2HIl=tCkU8?z$bio
z_6kZJNTi^%)~APofaq&4FeQ~^+XwM!ZE6K6n8oNW;5<rTU$3-8MpgjWPNTg_cBz^7
z#6b2%SseAF(D+Z41KKfv5Gy~<km?I7mR{l3SuO(}GUPTx7zT}-Z<*?&R(XXS@1;_m
zKZ{AE^-aC0o;Ma;+@0z8+h9P?8hP5qq-9<tYNNw3Yzm!sM&$uocBgt@YY=zu;=ks9
zEW-OhCwD*J>3TX`F=~T?>n`)f%BM);Z2enqZmx;pQ75JS!!&X48x?8f(ceXK(L{q5
z>U@lk4jakRs4m)VQ;@zGe)23&E66E#H`^wH>I#Z<bd(XTYNY}3&2`5wI`ymyFpzF%
zZnkq>A(@rwOnmyS&_WYq?<VYAOu^L%9+B?T2BQeIWJS<9!C!FjkzEpIxgUj{SsX{#
zN5Anr@1fdqk&{(J%CEthNO80xA$3DY_tvnX1v_%}*X4wH)QjS8z9-L`$`X_M=K>>_
zrmMK$3)CRiR47Bj#)gtw<zac*iaU!Kb<(QE-Mwb!gK<M$xFFJNSk2H-c_P)6yqL;U
zXLi2%4eIgneB{$%Y%Hu+O8a{HYHzMIJbE=^!B@4{rqj+FA9c%kIf%ljIBrH<m~L_$
zEF_L${rJvEoGOCWlRZ$zfW*l4nvx)w+iA<PpnxbyTh?AK^Wh>DzPSkci6^7Fn4rj`
zGyI^Vh*rg~uw0;bQ%0QSLIe|-^eF474!GHG;``@n(tAxoM@V~AWYKoyGn*g6uA^P3
z7YK>bLl&2!uX7ow{u@k+3IhQKhSJMh#IkR$2Y&oa4$k;0;HqUrc?)RY8eumuh-eK`
zk77#w@OvJW-=<t>HuE*@`No-q;cLD9O0f*jnNj-Q>m^r)#H<Cq`jL}lu0IFG?yN+u
z9B;4UZCsc8MwW(6#$|G{yO=!wlg(>Ca!d6+sZ%|_06)LUP{GsBR)=RZa9)JCZj510
zxtZO2dOSlEKJyt?zg~ii5AH(k2|Y3>UISlyFWo1I36K`48cn_F6%hG6NHi?b@H?Nc
zVvEZ(tS(zRftCY3+USj^!p|+I#rC<T;0wj%$2K$A!E0@7t4I}kQNlZ$Hdi=r4|@iJ
zBCK=7<c&MyvpA)4CTEQl74#GpYC_{%xzlBeVW!|@5i;-?+1R@}JmUr!VR0{7otLAi
zNgThqMbevts@qrb(#}Lm;@_bHt@jH_?;9FfaPv(n6f&eY0x6}cthKv!OfQa}KSOI5
zFat)kOK?$%&}y?q5b(boqo?&-qTAfgMZ|1fKNkV+4#1O+S{2}amzuO(S36U|QfA;H
zV(>z7ZJV?(j}KWzr-W@v%ZvMvb+Pe!<m$}6>Z2VZNYVAStk^qu`?cysU)~*Q;DAZw
z)qN2ifCq{&_^f;&jBl+qU^TlL8+0lW09$4rNMtCh93MNe+jT4XL%O`@mtzIZ2GAC~
zCo8m3ty+Igv*7$kXq^C&9RN&_j-K<TzV5I_WJRbTvYI6IztbYgCY25{!h%n=Sl@<v
zS|KTHj`Gy_DE9s16|&*p4L)D5Tv6u^K1d3HSVh^W!|Y^iu<DV529dO)(4bZRv%r(`
z?I?X_d-uADb<U|U3TIq+yvoY&Wa|ap*_?Kl7&2<A4B2)(-M8}E4XM)!EdHY=f&^7>
zHC>52rc_ONU`t6&3`!}$F2g|!d-vUphib7WinQzi0wpzTla<<dooT~K8O<o(IvR*H
zIWRhSMkL;zqiZmD$PTtsdT3_jSdPrs@zOUh6`<dPSr)r6$mE~{12Qa>6y}Cqv>Et%
zB8Ve!70dI-X+h}SjO}!zEB2}XmSH$qEd}#8_1UCac+6R~bRBJqH6<8P8F=XW8czM1
zFllGsIUuuclqV|3AMh_27u|pGIKS4f8vl<1yT??=uJ1$}`z|(u9<B5`fw2L)Cr+Em
z<@w3Oqazk~wmmLxK|J^|IUG-v1t$Yu7B^_WI>V%2P%ko&mZ~E6)Jg&$Xa|@+5c5hz
z|L9eIUpg>uMEMqO_g(A;eDp*a|2#qIFzI}ZLECa_f{fGPA|Q5KSi1o{ocpZ#>H5WQ
zN8G4~ielNPp1JOk2(G>2`LI*by#1CkCw0+sIXmxHcOs-q-w_JL3{*E<U{7CxIJDr$
zR<u(z&{|rg$Tm@F7-mtKvvny&BrtbfcF6HQRz2D>I019bQ}kzwa$YFP=$^2S7Zb3X
z$o+R2;Pf|KFug3=yEzr0z<3hpPt<EQq~Vzd-XZ0%TP;nK<<)BCdb$tZH55SO6vVOJ
zEiZe$Z?<_2dWc=OfIDpIYy~vRaG1UsKAg&3U~=`FtA1C2b5@ZDTU>V_=Ax~d7#LNH
z{v22{?nugw&Qbi?(&l+rXQYC7VOPNcgU<jJv-I3?gBAfSx{NLgIrF4n+~^xu6f;t%
zKB8VuLIAtbMIXw2vlGW(78PvNXk)5f?^1HIuwX{;-g6#E!unEA!+sS{xtnN^%JV2O
zjmFE<ml+yj#@AimKsI>y#vWX1U{b!nonlG%gmUEB(}Y~E|Ki5F?l!e*iMAU^G=?6d
z_&IKL)p!qq;tC>;z5h_Uw%>X}<*(3R^Z8wEKKv-l<BP{rSxnHHhc<l{w}rZuMogR-
zLd&se36tFRB_Mp*^z<IQs+kXeslXDRoq_|zn{Bld(=;<haj#=RlZhsxD4%S)AicWN
z|AgYvawub~!egxjI0hUoy5r{Dis;f$pWMA&dIKOxafQEOUS1DM&1DhbGlQvvp-$ZZ
z>%)BZI#9}_0Y$MU!YCinPVF}F#_Dg*Ea1-{I+i|XR34>EW{DI#B=3xfTh^5jnNfSD
zV~OBbQT(LLn>iSbAYkM(XwkiRFNqM{baJs+WTT_^j>#2zdOCluO#zek&Q4cL5jUea
z&H53Y_2c`xF?DDFX@kV9`9hBAT@Gin(u|_{IwQ9>5nU?|AR3W&&Yf2o&@i#Hd(Al0
z<f~!qMw3Se!vS{#0^UCzh+HCp!Bg#5Q=;|39cC>{zmrOV5WcXu2y)ZwrlzI{?f-ie
zBO=Fxe^|@xGy8&ZDFsaa4>SNQcfkCAfLSsE8knedtpD|of`Y;U&Z1`)7PA9iHL4wE
zujl3EJux)IP5S)~azDy#$4MJJk2+x)6cyd?WPC3oj@tY}^xIt`KPLiO5MN{r58pr+
zy9Nw~+g^Mtlu+P}8d(;@e3CoTJ@K2EuZJTV3ZJdE7cIXsY<OC%_ZqiB)Wdx80Ew!d
zBDvZ)GXAwL`nT|UNK?sq-XidF6ov$vgbr^m?|wm(2m~XFDOg!rTIGYqZvgf(MJ@<P
zvuM*kXPj#u9t||K-uncsq0(RwM6%)^r->U5<#9<T-ZQ;!<b9wuI;Ir)xJy;Tw-q4$
zAjCFvPnuP(mq2iFO~*=|-NS{Aw*aM^tVX7YK?`>V=7{+GFBY_y34ilHI_5>tHnV}I
z+%rE~R3Vdso<TCv4UbJB{1~>73Ev(R#`nKd2e26~s1x8<%<mhZQ2-MUfJWxER^$V5
z()LECS>Ef3fSS>j&zgjU))|NdCnqOJQbyUgq(&SaP0i16=MobWk(~%Bmq9SS%)9Tk
zTfcri{y$L1i{01YYwGUq2Brsnfk6#nujn35t=m@5=nw+EhVv(-x*nn)AZAd=X#oQg
zT^>A65h2-I?hR_0F*+>I-nGAMLWvDK{tyP;1mgHdisUje%{JUwnn2tdQN>s~P1-z#
zyz8i)mrjhWN9twU^p1zp@3;E^#D)|HSr_c#6W>H|+Gdv5(?WipbslsSPOj&qNqg%<
zk23fEGkkNc=O=q1Yh1b|pMQ9JjFnq`l<*Z7;7hu>p@CEW!%+9%RKo)#EIvhLs>>6e
z=gtae)h@bOw!w!gv*t*Sl*hgXnAjFz0c!mW=0fEZ1X)Bn*W_=(u>)vx52HSGg@fZK
zv+`d{W66J1!m3v5_=Cb{0ep~U{bQx(+0}+dP*d+t!eX4Eo?d7djpr{m4;b2sd!L%@
zF8m-Dupz&GeVuC+E|UA<=yS*I8L833l>ZB+k;O|<36k<hGe!PSAqTp0y)$fSH8ld{
zZhU**yKDDARFn#G+S*}i%;U1E`8ZjK!29gbC6tO^+5BL25TP}hd}GtcY$0QP%A(EX
zBXod@azc~mHMX;iehkbY%`C%D>9S2(O85QaPNTO*n(${cnFB(*y=h1XNIp-gs~T*c
zieX%+P{r}*<>$ke2WMdT+twX1G3s8?d85RItIMsc<Rd5Hue}BGlOZAl&j&N<zg+A5
z*2(g7etv!jU?S|KU%w~hO7=D~fEy5;wRGP^HKPB`&PY$*gv$zf&?JIAwpPIe`9{<y
zd8&a~@fbSHv@yRII#SD3XsC}_4<{?}>g*<E4ZbjoYG`R{1~@;J^FoR_3yZ_CNlZ*k
z-P%`d{eQV{2W#o*%x5PUApt=^Yc=v%VfKQF8wM_JT)8nM!z`zI-onMjMOo+mtrUM(
z%FHaoIRyfn?&_6e2n!4678iHHj3AP`={)+Fa1s#i6TVj$<f88PfZ+7>`PJI$>UIa2
z@eFKkP*I*edp46`?9&3E0_F>`OF1QcaYc%Cnrl<UjOUz#9VFR}d}#0g-L^=R_Yw-g
zyGBDx5q=e_e`~=#>Q`Y;M<@}8Bp?4vW&$09z3RZwr!cMj_}g;Ap$%8a=UmA1OoSRq
zH@Sgc_l5K(8XAM>U8?)>6jc@{TZ@bZZsZwqn0(X~ntBe0xMldMkaGe;9l+2lKdDp1
zCz(01hbVfPo)=9k`P^Evp9XD7Q_0T*pa_2zVAKYW`p0Mi+4QM$BOD5+heaJZHutlB
zViq0Y`KI1ehmTdS#T_qb-q7VEX>OYI{`NUpOqetxX8iw4UkPG~xG>ZGW{Ddb8j6Af
z$GiJR#V|h6-+>RjJUj$Q5X)x$p31<`&>TE|x^=Fc5T4dOwzTjgMr>0M&@*`A$8@V}
zYlxc+r8&*_a&$EyGCsgy<qjwKRKeli<IA!5lYx0oCXbxa#c%7lF<`$f?QbI0clw@K
zfmj5YxuZAiV#2xbAYJl}8S8}0kzsQ7OQ;gGa3~%g-ldmKY*z`Db*OcqB~?@<wO3bH
zNAfBF%KylrPI0C%IC5gu0NH)P8108`>8$;ciZP>R0k2*-RQC5FzzOAls;&;pH;Dq7
zss^+OxFtQc(gsJbY@6pYVdoes`F3_Y_H#9kaMoV?(I#+^;&PY=!XE%7Shp@u`s9uM
z;Ema}&94UU3|w1-@@bLxRLD1TDJd!NSKTu5Ik7--?VBsA+l(e|T(8|q<a=HlLURl9
zYwm#}$P4x(JsS$GLHIe36M-~`g@px?@2_v?Rubz;w+ErtSpGYy|EQ!q`5|d%qw~R4
zp>8`mqxf9r=OW4e#_U`1h~{u((w<B+YRO^6^wHTqnp3?3mT+ZJtN(}GJFsCLx2wa=
z*Dhoz;scee=<avM<c+L=Y`S0gXknvBqJ-`*(tnxz84vML{`?!gI)vkD=4jei9$F>Y
ziu@bk?4lV4w99<e`ZRKIM~~B|W6>%Tc;G_*90JgQ0N{yuS+s}U1NlSfI(h#OS6>-b
zRn&G1l1fWS9zsB+y96WzL`qS*ySq7nfYK=lD&0tTcO%{1DSgO8-*w*i`|h~o{*d7h
z$B@0(+H1|{ne&+w3rXFacUKY@sKPg|c6wz1v+H=%DCv#?a4zg|!sHJdV8ay?vwG|O
zf0IatIJSQOCI>xbsk3G*EG&n^1;OnjLMFuxZC_wRG~~OzwUtp?s(jW=B_%D*ceNPf
zIIao8dV$8LmEtA$834*%-&fxskCi6;4#w>CzUo7H4f;%1-rMUy+A1ujA_tFt3X4%o
zX0llRh~W%GQvx4+B&LjFpXO`x=7Q_J%Syy<JEy_tL1GB4ViX+O&igY2%h1yZ8Q96q
z%jNZwy@&R|M1K7{g*}36l@~)SLLCi|L4z=OEjVdPy)JEAp8h91`h~aM={AqJ9?jX3
zX*z4?QLnX1bG_PopkYE$&Lr6IXHNbk(tYxVYwdHFFtOe$gr1Jw;TG<o&T<jP%E5uJ
z)8M+Py{yl{<FF^@yc50S-SC9%&!0cR5fPi(Vr*>1@BYmKm&dTBnt<C|=ynSV3d-Ww
z==g#3?~(|bzr2RR7Bit~5KQ!I5ZgBw3OC@63oG`3F<!|MfngI@Fp*~tstPUJIe(B-
zK5fjA{__}Fvl0m?!w)?ea5n^&-e0hYTS)%daHW)2NTBAFHU!p7&Y>qsh6MQuTQR7Z
z!qvsgEzt)9I2*_sU>;?vNNXE*znC;J@o9gliNbB5S#rd+Seg7u+?3A&@MBvAvu!;9
z9qcB2@PdBD12g4u)Jc_JiMZ_Ow%lW}4JZBZ$duZH#9ohUp@1AQ)>i%khLzo_%}`6q
zqBUl=0_OSuP2C8!8ma`58xF)&@GXP>Dmx^^5e`n}f4AN<r3Rs&sE&zSQm=GkTuWr@
zB`)~v9&TLU%^$HnC7E5rtB41=%~J`2*>d>4038E%D`f6s*H!KPTn%MFnScEw@w>}U
zRA#zI9zRDt0y}lfz+g+7g)K5O9nB*uIw9Gm1R7u#z7W^L`zG<g7sbdxj48n1ztnW_
zH>3271SU3i=X>_1=ayO+i=z91w5ix_;dZ7gzzrs5BL2G+#<8pmZ6iLGc%+vW=rcWw
z>ph&zz~xA!%P}Oj_>w6NjfOpclE3M<DGqQ2HSd~a*K%#)Ytf-pv7=iz35iD~Hf!ta
z$q%l??3(S(gQncTH5Y*z000}aC?p5!quIR4<>ODQ;w<-DQOGmQ@tAE8Q`U2G5uktu
zasr+!ZP`9m+N1&kCL-WWU<6?2_X}3DswbjAtIJrut(ZIxCWb+jrtFh<?F~UoKU^ME
z=XPOU(7Xr9a%{S~;vUkVCQQ)n0**m|WFU`!(yH6sSYQ6TLML%FF!nOJ@<?*8ISSzO
zLclfvBj5NDuYUxJU^?3+PqM5`{iCql_;+9>0Guj-;iIx$(SJ1-Jdy$E5%4tkVH|Dg
zV8Nv<FG*Dsl431yDlo|*O7TEO_Xw)xU&oM+`}e=^<$LSh{puy4>4LF?KUsg2?rH%+
z)~#&;7zhtr5Gj}>=!6~-5g{up+lnC83nBn+MPSsPD2R-X4i(~<bwAc0_|1#u;NVa=
zk1!}!7|b5?|M1~f?y<Ct-tW5nq9Wp^qut&2>`QV74V9G>M%nSjIt^>zNOf0Oo3)34
z|LiTDW`-ch8V94h{^z&yPrdJud_6k*J3nEi)8XoMVskvSG~Gl-WoX}^-_Ji!T$02@
zeky_4gepNm{qGSnQQM<nG-a52WGHb=4joM}o%(T-QMx*Q9Dv@(=E~w|UzM{G@HH`M
zo0#U8#2m|W_6LRzhxUhTeU`UjPOffqgQjk-hgQWm^+DY@U9nB6aT6AVnP)d5Ag<P!
z$YkYH+sjH^+Xxv?QGcJZF`*4)(G$Edj-S{WN0%)!_YF((qLKJFqLDVjB=@5CTiXl_
z47EqiH>IuznmjE{f*E#|xAd4ujCaealCkOcX63*l5e`Heqrg}ZLsM6BFZ=Cw?~p)>
z??U=rUQ_H&VQWxH4f`YLBQOuSL~du!Lr$c|pCX|ip3sfuknVt6ll`)E+m11Q%qM5$
z{x^RLTPqV1@pY(l$z{|*6p0_J_6XfDJxQrr2M)bb^s^MqfWDC({t^j2zt8^)qVa#X
zw#pFxh>r&*wjMo)2Q7COT7~LmkEAmRz_npMU(L#<Q~$N3<(^#Fb-xwRB++qk6Xp$!
z#PGa4_>D~Guu`LCb@utL?U7;+y5;VVfuEcxgiN8io#V^JVNHrZ$RKY9(K09g?Q2st
zK8E2CXjku@urXCj&5SptcAwdfo6IJRxvkgp?gg3zB&5$N;}j)K<+PMMP2HYvA!s(&
zfcs*ZV0j{~k!HFCn1d?n8Mi6+#o?mXss9fF^~F{h9V#K`RuDXCQbis22`Cz7cx(xE
zZ%%m&g{y}S?_PZHl2!a@x*wfc`!D>En<Mik+_U8TCM&fIHxnP1B3f~X9OBXk(>Ug7
zo6`?VU5C9}Cpd&0-lBWp2aJAsB}p8b|CJkAV_lLu41*0F$y%Tc864Xdl}WSj71ThO
z6hJ>CWkxd2J0r*-G5b3TEpWu#O6%#s6APcWYoXHB)dkc+D<XaqATcs55|-AvDy!8!
zFp=yX`vm$)?Lj1GqDN*<OsC-P2BR+j@4d!j%dq@c9{XRuAOZ8bw%f+WM#|aQSpkPN
zR8S_A0WKJkJK=u)FW00Y`qKE)r2!8@_0T&xSi0lfX3^(|C&-P@GcqGOA-w??+!T!D
z>!V9=Fp(Ha5KxuOWy|*MwYsz`LP}v6!u9V<zN4GEpY!C@(9n1$;>iQ3trF>e)S4=M
z_<wdQ7|%w<nAeN@Y&NnQlA8KP_bqkg7FCs(7|yrrKf=eW>zgPLcF3q=$w$d{>$?G1
zyOxlbzf_`<ovLw5isH^~F?T7Se`fRWE%opbQEEi^Hk!xd!L*JepK)H-eRU89Idyvr
zZk3qE1CY-QAQ&fji=OmUj~+eZ08ZMJVm_2=#oBGvHuLtUgZ$I;)$h<mccs10JS~X7
z?V+<|nOdrU<PT1tC<_P(-~{=0(j}xIfwChIXQtMH9tgezdLX`(pdN`~aG6(W;@=ek
z!@{_O4(BFN>joPNP4ud`#^$7#i9xwk-CvY2(mtuZ@}Mv?8$`7T;K(0*0rl8=-#4%Q
zqPoRLNmA}1x?vpc7dHw-I+g&Kt+#iE5XK}grlAMokU<b$njnxN62QK}n4CvQXN)2~
zO=kriHx{x7WDum4ql2iAna3UytbTZEcxcW{jzn25TRw}wlvg@t$NjzNUZ(P=kZv&W
z6!s<;o5@nWdi4qcagbU8rlnxLJU#6IiN<BNi$cJIn)jepX3^py%hYZ{XE??JMaN?w
zTn4Y<D*?ekxeMeV>Er)O-C>4Mz+r&^?DA$53Q+u}7Zwg29{ezmEfSJ(MPIo#pu;&2
zKJ-&<E3%%GKJ*O$XN!J^0#g}Quvh&;KvZO3;^%cV_QbH9IW6qTr(nzI&0mraB_st+
zy$@sZ60;bu9>SIAyVDKM?rb@kV|G9PrpAgMUt|J(<|5tM*{KiSJ;MH#>WSmLqqf(d
zrfv)*xW`Qhy6ogrxPGpd5QBd`xw-rF^dm95{%x9}z;%I_+tjYTn_aCzF6aTspe=&f
z?TE2TfJtfS={ukbv7ov7gIR5^$_`ZRRKl(_tgJZT-}Md;%gD-N8X6gKnvc+gQ;U!r
z80@wbBYojE8$v`v17lhM@~UbT9UZxlR=^A8Adff?Eav^AcRMoDa`c^;h)8yhQA}+4
zR^Yi*t*Rfdi<t6|sA~}d!Rz_n@gh#X_I3%x7l&{trd+a<1YVN3HYK0T+NdoHU<OJT
zf!c0tLekEt`Zw;@Wv%ZmC0>b&UX(SyRphNE=1&H0J#$~H{rZf*GstG0y@h6{KZQ`;
z^ftE!RRq=dzE%_(P=g0u?WyWzp2rr&)V;2NNiai7E<z4qliy0nBhXx=R4quJ<Yy)C
z*$`9FXy<)q-6i>5CH1Esw^~>Bbg0-_&iUiBv(ka-{*$`Ax!%^G%q&z<cim{U{+0OJ
z=FRhw#50a(IN)LeKV`Aq3R_lQ0$S=@R~Tt#dHKf+Z@pT3<S-J}_J8BKdrc{+sZjvw
zo({YKW-o~FbQ7`W1xvGcHcO2jO`}9ERkn-dZxlkp3e-yI`1qz83&97uwsv2<;B&tF
z`Q7}+#;r~Oji~5Sy3x^WMGr$yF|Z8&78ggPUGMxD31QIl_7UVz5hdcvHf;A1#P#-B
z|2c|i#vmqA^>jRbgSuj*A_$TR<20M544P9-Kqv1bgRJ_js&nZ3S@)n*`nC{C5FYEF
z1cZi*yIzLl`3Ae?G)b~Rl#HG}xba6><Lc?@Ikn119t{LMc;o--`h|Pc^PNO|H+8aY
zd7jq~PfKjQas5TIa!{F*vDv2`=6&FpQu@b4qNQR0Zl4r)^m-WUgglvpJd;qmp`I-N
zv!-Ug?8rJetr2H!OkyHd+SZm@6t&1m{%2+)5)wo3eh`_-;^N3#!>Li(?-LLv*X1>m
zid7X!QwpZ$dA8+mfD7z64z$u@y!%#wo*o5k?xm$QrkZ+!^7{GteA|@_g9(LyM$?~b
zl=T+>d2hzW#Q1^cE_1n^*$&ZcAGGG9jik;#t&CZXhrW}%>~Ewu0%&T%Rf-!x=VxDa
z`${#tq`b!C9N+=)s^k_X9V+kJ52$Q=6hin7x|)e=RUH)Uo8$rx#J<a+igrHf`^!u1
z4MGnQR5G|h!-gJqvF&{Ow{46})?026q3psbEhvzr>o@if{{;U%t9N+uq~J*zEGGhC
z86WS;%)qF8Hy(3y6`abnLAhHF?(zM)at!habdMh%d^TE%4*Fcb^f}1%{X>!+kR_7E
zo8CpeqheZ}6w|BnNTswiCbNRR2qJ@Ise-8Xoryn$LazJ4;4??G-aEGjr?8~3G%C$w
z1a}As2?G#Y6nwi|n_vo9z1E&~Y<xU@dJmCU3_a;%!X<W5)3hPOOt;2M^HCTM++_GY
z!LA52Dru9J;0#pO&<KfTQpy0S;{JPTpm_zFcw5^|p6BH^GcGkv?l3wKERPTHe65eI
zZLuIX3X<o=zQtwP-ghr}I0I-S<mZhWln74uC3w^Ds~JNV#y6?u{|R(K6K1#4*`5l`
zI}X35=RHpEEX^mDR9opE*E4K8x-j`Z(X3ZJ^)jZ?4(*Xg)N?U^pd+_+(9r#6ldSxn
zO}q9BNRmv<J>!cbe~uwa4Luew)U0}vnsPs}>tHE7aP{L#bt+D}4{LkNZx@e6s~;ZC
zeH`P%OJx;RTxB(1M5a~7YgBOM(NO9-!(|Zm8t0TlqT?gBG)ld+OBcX4`W)oD*%hR!
z#D-p5u8Ehk6P)Xkf`u?~%kdIDF(_z&28aCdRY4?Sx*j=!Z6E-JbA0(t(+0BH$$!vc
zVqtY;yba?3eMmqG{9@{GU-82rKd?KPt5UDAP1doQZS>#<nb8Mx)#-EO)-Fs)7I}v(
z#W+^gynk9{-n>BqNN7M(5!}{{<nWm~C#Jvs{m2uj0L^62WP+>(gp>PFYRSutT98t(
z;IW<Tzh}36fB8+q(2!2Es=O#In*mrrf*uIBSORlcXKW+K3fh_V()g{m%?DpI3{i<n
zTKDSVigTfXYFw8XN2nk-K_ic@ze+Cer<{rw%#vqK@8$*+;wPG?r-WA8G+m@N+_V>H
zYgsy{VJo{pw_t$li3Cmoo{GlevV6v4umk<Tg<=Ri=8>##a2wBh-p{zs^W9L~ipk+H
zKe@!J(G-)!DXjYNXDugENXwZ-rCQMs!0k)tI*iPDE|G?KWwQ}|E*b_#w3nPOBjS^p
zg_y|U%6r?blc-iuj^kC1cVrN*>0G*}^lHj!#jIM@KOs@%ymF=YhTvU+vByXdw~d5U
zZMzr>%+*UqgE7JJ)nI4Y?=fD)NAcErLgK*wSsF~?p7An_+vgVU=@+GCTZd)?1h194
zfVu-h10x?%+XaDw4#O<U8(_hLie$Y|OOPoORSh>79v<$=QApgiF?$E%jR2r}Ub6=v
zDNpWe<kmFt0BZ}M*b)0~BHl?j=Go)Qy^Yo0$GK8!{_Xh^QgE4{dKE5tVR3)#HhogF
zO`$J7zfiQR6g!6Prk2S4{%2~x*T#3G6%rnGmgL-Kf}(}vY`zQ_845n@yvyI|p9Jzu
z3ONh`8Q^|CskVnxQ^9cj;ZK5DQqjkbjRo3ylv1CRXe)t`QDY)XOOq0M4;iG^Ed%Zp
z#k`IeuFVxBFSe6i`itYWiqUHRO)$QmJ`zl{do!|}g<Z0?{gD~~T5zc02nFDJW>R~`
zQiH#M8)AogadC3+R2_(SWR)In=Bz;plCg(J#)ZnPRxI`3q<aUzqhw`G;2AH2t(U>S
zpPXIoETyQ3>nxPqMay1A&j|JQrZ5@hsf*tFf{ZefDT9Z^ONI|nrMR@Tbdw8c#d7%G
zL$#ZsWN#FZf4o%5QD4w=b>$1hp)kEaT4@XL@1f?mrPQppew@bmkryOwOMg?WsHlK}
zVC`S@8lVoYg>_S~9wPo}?d6geY*I}x9kkevYXSB~@Is<D``o8ifRA)`zaUncD9!Qz
zZ3&Ir>yH_0gi-NYQQjf9C_APvITh91t}kywQ+Y>PG5=N6zYw?V4vA(qQIkrj!M3zG
z4QKn}gyKOzAMRWmn-U*CwL|%bo%qmLq2A@`RI$!{UUxLBUlgcX4YlZ#2dGS)k(0P5
zOnSai$?B$tM@9MWA2+jnP+8H!>EsgqifO_&Vb~pHVmKRIKIA`z`i@LDyV_dM?HmS+
za_E^7wjaK{Tv<A}T=Roax6+G=_`BgYukYq~RD!4Y8RQSY0SWiHiWz%1*Vj`N$cUuf
zxAWV<Sy|8F*Vhuc<CDxXAEtq8JrYu~kc(wp)8uns2XOfX0b%zu4-b#tp`mURyw_hg
zHjF#FyFoh=A7ssM?ba_XEvc94`>}k}g+ignWAE8lVLcF;w{OuDQ$-^hj+!Z6zI+)R
z87U3c7MD^$Kczwtbo$tv&c2&V_kcSEF^<}JwUuZ-nNJKhX+U%|J{%5D1D1CPI5{v-
zSfc=Lk>gH6C4t)`m{f?td4RZO{c!|VNJmy=to72+sBg!&H7wakMd@F~*gYqat2O;C
zv(Eb)<~KpXv-Blgc(W$6iXx_xaueHmyr5e!a3D5aOqV|df6erb$-sO;`E}B5X~)g=
zPG<Knc0)4A<FdyjdI_Fx6Ytl*?P=+-Tj*FVQJhm3$Ln-aEicjb-&>+tqL?hEeoXqX
z@F|4GT4(=uf=P8<GPvr98mmu}@#1b}dyKOXw)$FPmRBg#-W%Of+eQN|El1lwE(RIc
z1o0<G<~20Up`xO$)bAB{3?&Pfne@j?o4f#oZ>f#ep#7#nM<DN9^E-6WjLgh3!>%Wd
zw<rCGRDp15dhiNIUbGWaQ%8apMW0ZW(#MZa<3YM3c$4dYe=v{iozFD5*=3%CjUNI8
zgPN3qDh0NlQKKM#DU5XRlme?r43N@*nymUzMw<UCIm76yr<s$wn5oEbG)y9X{MDVe
zW9e2w93b~@V1bj+t9ZZ6VxGW8nr47~VAs>ptyc*oAG`QgI~wPO@vhHD)Oc<E<Y?h|
z{*4J4X^1E#rb5G1FY@7I{2dV~saByW8wni$$rIFTbvzRDrb>0^yA0`$#r;W^v|l>E
z#0F77o;sb3eO*IVt=1qs+JFzwY8Exp5Timgz2%pB+O(#A0F``y=MrhNS>$RV+Ymib
zlIjV0h;j-0jD22Ebp5Y#5TSstF@6pRmry`O<A^=natpZ~{{NLe0v|Inq8s%@+Em)a
zVndO5jlQau=tfjl@*r}AxVZ_@(9ke(aiy)TS<rDQgUgJ1=vW3ka|cxc;OWAEK)--x
zTL%PRH$auj+S=g=LLOjm$spXfAfyf)=TetWi!Rd!U_clSm^Fv}8BRoE5vZ2M!Eq0k
z?GXwJ0a!Bt^+9S887PTWHkQ|4lH4!1OEX#U;<%JC?I2HRyQ5nLFig&sW>v?3O^Bdh
zXLL&nH@gvKw$R~i8g^7Zky(t<z?ZHh^8*Wlgp_i%Nj91hP<(N<ojT2IsrlYIFHHFh
zy)3hCbOAurg;Y(d7uHX-RK|qgy0&kxi^|j$Q%-w(CU?0Mq7hBBYdWY1mh)2LJnH(^
zY0&ls&3z@Pn|S{Zr<WyE{YKa+FU-Vn+r#xQRR=i)ym<I0trbwAjIEsq@=je_6o0Ha
zHj|S2+WXtLK+CDz)<HRYV`F0?Q6$H;vZKmsdUvwAaW#<Q7zh=o=lNc~d<^Qp&iu~>
z$A=9^hU?uC=2L}ah+6LC#1Rz(V|_D0ub98crik$_EOXKlVdoBd>J68p8E>)nXJ}s+
z_(lJ>`+`i!C|`Or^G4y~F949N(p9qc6oht_>P>n>@?R}<a=-}lO^&}~=S*kWvqS+B
z3Po##y@>T(wM+%|&U6L@X+D7P^m;h9vG{i&QJ;8UI-9~~hMM_YrM}&&LC}RMRC{^X
z^KD@CjF66_&4(qVRHQcj&AhK4$}1Htra}|*4f5WXY&DIDRg0}jtl5`kIaC{~Tou1#
zm>^>*W|KBBp{-n+lNOhTMBwp^V4@?F!As>M!(WsS%$b2It7kFXfjGUjXLX@N!1(|_
z<2G|dD61+~Yw~B)Tj7I$4}y}5G?5e75A}Pqgs9~|M$Ib)xZih7TbZfZ>})04NdsI4
zBu>HLFkb-@a72G0n1CKJXhAPD=P1IHq7gy^jiH_XW|!sr+;-1C@%<x6l{MA-#aFe&
zs!{4T%}xay-@X*Eae49{W%v60XiTJ4lMx?m%K=NHzde*pl7Iu@pu8y^UMoj}^t<U5
znm}Lh8n;i;HRL`~G??Dh3C0cXj;^JJ^R3T&_S4_ejqvA`Bq@9fpZsV2nPVc`mG4<P
z5-|$oJj8?+drklo#SmjfEc0IF$R$D=MbA#}6Is6Xl9@{PmuSbrrka6^=%^Vl?@Kqg
z_4q8U(&OuIiq;>-m38he!@r4&jtw!m^fP_>tRbq`-?!B1R}cD8fwqhFvz0i*g;M6P
zokA8sOAUHiQw;3NsB8m@z#Zx(qFEvu6qn8hP9?X3&{OdLzbMyp>xC=7IxYj1QBZD~
zPK!^|O1W0gLa28SD~9OT98TPk(A>;dpP#GjR{nJnxn1vg7R!M?eCCbLbfUOoJ*t7k
zE1t{{5dT7VM1^fCaHIFb#Mo#$Ta^kaR&vDzC8hH>Q{+L8*R}#<Y&ja*Y|geP=TC8=
z92IR`uFXG;4w_6_RYa$nmn|PdeL&5MiHGOr!fmYL7A$js|J2IT%nv!sEToqHehnY_
z*@R_u*Ysxn@uWGAtBb$oBrd<h*COPQKtJ4<8f0pJi&p|B@T`S!SAJtfh!>%+-XC7}
zH!nkmAA<3spfBd{m+Drjob9Hl&|{I&Gm#1I$GWXT>-Odw>;*1Mv5Tzs^@qfR9ziB2
zC*2?JE?L?3=4;sNUG~u_YZ{A`a}>f_Nz_H%1yk-O9S6y>xkUGIT`j+C`3;s?EHF~`
z3VvDJHO%5s0?sUPjX0m8xlLVSnAatD76x#Yy>&9`^(T)%tC!iKO;PHMo7auleVx+6
z!jxZY9YF7&7^6LtQsowfFZFk8rs=XGi~9QdPEPHW$}IYZP3%Y1?|F=QjpF+{1S6eA
z9oWHK>H_uS_WpjbDXebJKm(I;?pfRPxHSg%cBeL)Ee2^DS3bk*Fx{y2rj{i_mQamP
zpN-Y#lU&SPJg5Kd%xAD8%+ZNbvU>3;tg3LVH}?*h-<M{BEa7eAMLnHJ(*`K4i?r5p
zGqlSDq?O57E3-86E|Ely3wNJjYx~W;3AYs{Kce;|C3{O25zqYNt%2Re_~mx940t~X
z!&?!Z!<f3yL#yH8crp*RRb&us=uG$2<@<fR!PX#?fv+DTtDNv!E>BiV>83Gp?!2~I
z0J#kMFx%USkf5($dzToiR%#M|H-4~@P6y^PVf`Ds(FuF~oF03|4b_YG<LC{!>@HHe
zZ*`ltizGD>iGppHPf8#B+cf;55F4%bTpzgjmZ<B**tghgT&iWO=@(}EXU2pUkdqda
zcY*VjrI{KZ{|i9Ft;;<S$@M@!%_YtZdQJ2iqD8l=Hpk-+W#kZCV~--i`kW6Dcy5MO
z-9eOO5L{fBGS&3}G+b7~d>wio%8&a;o#27)v^1N^BqJ;0M-BF{U7ru^I!_H0e~{AF
zPP&2tCmsfy*w|PjA4&*>-79gzf7#aZBpz4umHWx(j&CI&lew%w)gY=7TGeyd8Weuy
zq%BJcELuxz2guwU+wVF|7WKY~-|x;<lPp%geOGlio^}8@R1jcVRcj4uz%7f}t;^J?
z;tx85{hAmx-4v3`rS-n)h0HR-BNCK<_E2sYIo)K2eol6cIvHiJ`jSETTsIPhv{2p}
z`Z6uSs;ogGBFQpBFQBEKXl=ln*xett>{X{OJY2v~@vdYV>)wpxg<6HeOVBLl6dUU8
zjXtvz@V>6>IuMBv5_OPbdmhhL6u9PEEZ0Dk&rCP<?vrF_9(w!vC*8Z#&$lV(!X!E^
zvSpr+52InLvW)(`T|zh9qF>8JkR}p)M1b&@!gk@yz?%H0U1s3CnVB`5GNfNO^5v<d
zPRau8xliM9rsR$Nc56^oI-BKR_=+;={Ogf*<b~0HxX%=%f66n0pU(`4lK6g;L8`IN
zak@_LQhG8(!UjsfWxYD88&zNWIi+pBU&}sp)6Lc$!`tw>HtlmtpAMHOqr&g!wblsj
zm#BCBDLH)rI5x!#CIP-r2l6!Fh$of6);>E2P67ef{hwDJCAxnH-1E?HyJ(-L2ZrOR
zRkmrZv#PU;hqMMIJxE7L(`%X;g2TV}<?siVV}e4Qz^HBv&)C;0b3->a)IP)4RQ>4e
zPVRbLlU==R{i>CcIv-8+x_kbp<RUaEVg1tK&qjA-v@%E2Y}B<9BWZua(%-0l7XMM{
zP-R&BLr)T55<ks;DmmT?zKOSy<PcqQ_Mm1f(0LJvcMF%)u_pQl36Xt}?b{1OBO!z1
z^VN+TgC+!FL&?6h^BbOGI~VV!UsJt4OS(%WVFq4Sjf*GH0@eQ<xomcGm3>Jc=Awn~
zaRJt*VPHT5RUk5w^?bDg&vBX4wqjgD0!rSWqnM<m{W#Zpf5fssU6?))&4s8CgO9>T
z;as|Dauoxof@td^HB5h5KWs15<>>)yJNYg}XtjY2!P=g?I73-@l;-rSVnHZn+qxBx
zx}Y_~R93NgKMm|R;m3o<MwR%x{rXC*8gK7JmYb)JDh-MIbG883aFDY;EP|BMf3mRy
zph5A113W&K5NOb~QDF3skZ(J6E0eautdsk+n6S|QOxWLFqGog{eEz;$tO};>3^k`M
z0K$nE$0K{}&G^j}o&Kh_UzrpFfwVm|HciI-Ff4$rKTwm@*v#`K37ggBdH<(Hape_X
z?6BTlchI8o1YNY(=7j@+rA;@gnjZYZa;bmyQ>%#D#mWQUZR(B?B;pE_UGIU*G-sfb
zbiKJ14Ar7d6F&)tn?pHhT)*hp$ScTpO%pbEtF5<`Tipa=OT%E{a-<QIPx(>3HP6Iv
zf-lPVhv!O>|0FqV8=CK>^VvE5M{D25M3UeF<Rt)&yOe(Bb$RS8?U&BRWenkYKL2UP
zcJ8V=9!9HXgHdPpA^$zA8~tLkdTA0FWaEhhm2Djt@1MX1Y!{dm3Oe>1(ECL~0zIn#
zHU;i94*uV!z@RmUN{+mPr&e-E3y39&tHq?E=GS(vD^OWTk@aX_^_IQjN4-Hek{CmM
zcS9)WFqL@rV)Taq4@v~(QH^w_c!=Wbj?J3FWlGV=iRxbQ;-TcR<eeqXCISjdt5er7
zQg)Joi=X^<DJ)%E@*JyWx>4e06M!s@u#~L2asbY<9XEEe#g}tS7Nt50``p4U5760W
z3ON#A*Ym4om0*)kW$Ti~G-q{2-9e24$wkgU;V2CvnVY6}6*;|5Hr|1bN#>|4XqUbP
zt$&t7C(!YChpz_3BqRjw?_0k<Zbgw*R7BJ(Pq46JQc@!S{{2n2{NGX>**}1FdEtx*
z8>$?8-u{JjB=?&;0khhYjSiRn<Bx_PDVL(+zQnMKT^M!=W4*%C<~q04*$!pNJ)Jza
zKj~034}qpatlWkfRN(8ctNK4B)(AT9;7^t4**Rzg;ZoW6P`L@ru^{m-2l$@BgII39
zOB5?seE(+tgJ^}2rj|uevl-SQN0d|4rJ=K1Frl^v%5ibKu?~HnR(-BFb`u?-N5@P1
z**-4=7>51Gs#h7Oo1m?UXO*iii-)DhhnLKeX|s%)^C*&C$Nc*BQs~?o?A)Ogk@+2$
zbXSx&&dxllh3bBQr6e;OO7a7Btse@8{YtB!=iaxVAS2L)+gY4<v=LLvh*YACL3Ld6
z#yZ9702r~RK80DB>Y#nTuN?A{^r-(q8`l@&i+YV}X!}s-zn45977~lbgqA@1i6l)S
z?`~XQkbYz%6V}$Mib5=gOQRS6-C9zI$j8^F$;*iA*YSjk(qoc@Bz`+;D0JiM*Y)kh
zHhgo9{l)l?bZxyzM;*bx&L+<$Jn?m}TM~=~rF9O4q~5ZD?t&x9^k>UghF>Ig$X^w+
zbrXt-88~R9{uK51!y6@sy!r=M9;Z92TURFasC)0AqLet9T?~i2Bh)1p78bJa-%FaB
zG6H=ZJ|$)N%#1oVr2szoj^3)PkLS^L>QOpUIJ!R1iu~s`8Ks})n`KS<_2VOHv80E#
zTX^4+l4hahz3FwL`%%fI)TN5@zZrRwAz4;mm)-(gG&5@g$kQm`H@<?#?rzbTHfnCa
zGe?_vxxSsLO@$&j>q!78-(|q^4X%}69L)C%P4Q%MptNXTXOHe(5nqu^xh83{?Pzxm
z&*Kd~`rS4>KYXkAMd{0x@226fasv2n${u!o3icfG-g_JRDU|)Hd<LhfBDiJ&b!KDX
z6kNGanUr^6_hi;A^<}kPk!l#I|FUv&Ub$kswILqs9l<-$;i)cIpNXEJkpoZy46xf*
zX$#!R+n(MG_hd!3kD6)C&LKB^@_Y<LOFW)Bf4!8|Kbw!2k$=2qyBZUJ&sjbw`!?#s
zw2F6%<=NbBKmiOm+1SiQX_G-Z)&f_j`&vN61j%hPk}%t0v`I^qbzLw*WTT?Q>*H$)
zy2bL<)_8B+ci#SLmajINFzS$*1^48fgR=}^TZ9?=Zm!BZr^2HW?sv+!nUIilPv1$2
ze>!4Vn7db{91sllY9?j3U7QF|!wErq*(nsBA*lmi0O<;7Y8bevlKy}`See<=4)^G}
zI8p$<Ykjh<M5r;9>0?SOAmA8^ywtWEj@LUOoIJL99X&2ThGLS-{^cmBi*-9veG3dN
z2xV<%V|Wpx_itv=DH{bMm(%s$WOxy!E;RAl^M<Zn?9uA|YN&jKd4J0R5cXCI=n^9Z
z;!=e^CS>fL$R`({qX{cX*!ycDqR6VXEBQi@J0!QlMLK29DLgI>-3mHkX4j2@0?Fb7
zyd17uA3QB5pk;SMRlZaktCd7j6R+({e6>QuE14ju_L{)Ey*}>*PB706jB`d=^Aoeq
z=L4&%;Pr8eMIB_2C%HuVtGLA?sSLBBi9$2DR$028`^zm5pk}G>G6ApBt`QcvpNf{=
zD)US6S2&*59J|?ISWfqpzUjg8+rM?-yV)g7^fNh`>hu3)ZP*br1MUj^C$&xGm&Ecn
zKEGqN*6S9syD@mFu&ZL{1yt<ON#)oC8X;b6rkgv@<rGZRc7xvhO|FV0pdui~H*xq?
z<;w7lNignhsr3;T)c4S<p(df7m~^&9_nP>h+Iae?d759hWiruw%DzvW<PnJG&Ifh%
zV4x7CdG+^Xd0H1)6q)09IN)=?=j0TE{nB)~gcZ<sa=8lBLo&lDA|^KUNMSBkNSj=u
z)`Die1S2;2)_1lODLq-YxW^fdqCl_l6&{$DHFx5?I{mjq1FB=aMP&+&W)Ai~be2vg
z)LNTeFi|D76oQA)*Kn=}k@Xe~IJt|tqKO*Uo-(-vKFbdDQorGMw`zp#;;*Jl86MQv
zEe?JU!qWhjp#IAhJ_(yg%-zIPzr@P#TYGxMT+JaDie+lx84#+)#RgI&d=iqt^VC8a
zPbs11*QeQ%HoHrO!uPx<dVETHw`b!@>tJolYYX3ok+`3K?g^^U_)e7awLy3};*AZB
zf2BC)*`F&thQM2-0TO!>t+2!?@Mx&wiPr<KaV(lD;og6b+^@HD_lP@-8JvBZIAPMa
z+s7b1b=|po<B6fTC;IEnbv8+z365k|K@4AqUYlMQwTTpm`Jn+|CDjq978BIt_L{AJ
zD2mWms^W{Oe}C89ruoGE^!paN%oiQ$-m>ZO5Dl%*6a_X*-Nsz2Kw-><A%c{amxt-L
z;DRw%RBo5Q;nlE+Wf#H!RDzI0)S_{4-WL>s?w2~N?Zropr;++5E;245yZ+$pBbu#Y
z*yj-rQs?tysM_Xy=?g(GVIjO`CGk`u?07m#n}MQ8oMc%U?gs56?tEl>=$V`*4Y20N
za;fCD*xZWjYj~KXLSzA#=)Ko{%l9djHCxFa=}&@6s7Q2rH2>DBZ!C>sp_#cn)p1~w
ziTsj0r0=zR5YMW0yy&*f>)9lyW}-&n*>l#d()7*DploX-T{468KNEVkP3Ni&mnD3S
zR+!eW%Lr1F;HaAHtk6cN<^4E3O~sh$weR9-Ib{bpfaY3jvet5LDKwwQHNCj-c}yH(
zyb_=-zV8{h>~*D{Jo%P^OwaP?P<)akRjL3T(?_ptAFm+Z;6oLO>X53Hx21eDhc-nH
zQ+Q#_hZ{fTxll!|DV>sl3_*t4qjQbRYuPHc?<)whL)>%nYJneh{#?PRk`Lb)s%NZJ
zBg8?q4(rOQrghQgKyQ6~<ohsR?D~h8Tl7og-`7dZLeo1gf-OfEQ*iy24j)H!(Fw<%
zgx@4(!&Ka&AR7VpG`U!Zbz5E0Y~J~}MBY|168Cx9ef#Igp>V^HIQ`J7NX^m``<0H-
z23I-Pr+SbRA%E`x10FK4Fad@=1avapK}C`}08@tmh}4gD&^W}=_En>0Na9DjLwD~v
zYY8bf6x8BI09)0%!!kCv+&xx72p>RL?Hz>+1V>K=x7k_-RgfQ!hUqL+Nx|Ab1#5pZ
zfaL=H?=PC}qzt%Tca}{~rkd`GEB7l*5^l4V*rbRSfr*X0JE=syU+g!cT~7*p-1gjp
zPogBi4Y(r;sGEtWRW(^=rzz&tGYbqoL$3xUK;1(-hyP3-{ilAp)$Z6-TM<J^gGoOL
z^tQ~N^K(SP9T^01Ec-=)SKMU-Kpv;%#0yFxXIc9e_GUO8Iv%yPTH-`_vgxYR>}-2Q
zIaS9LIfQa|O@JPiOH?W&KQ;UgRVed6tXw8FXbJ&(j?<4*jyF~|TDi5zxBnhor>>4x
zuM?-<Tfyp)^}$m_r3yGw*exEDR431GjbM|3dz@DEx$epJUSx5H)s1e&jr)bNp{GJq
z-$}As8e<x8s4>%_ZKn0_r^ID^IU_@K-R2T_`QQoBOTPQNdMCdx@L|jokT?i>4J`q~
z<*~%PhRuOxM_Hqh|1Tz!`ff>eHofL>Fld80wDJfE;S;tslx(HuH4#Y$Y26x6WNl8-
zieaATECj6R6uP9{1U)FM@tl2IwO3UCM$4d!vQ(Jmg^lq1lPach9;A!QmcAhDKUTSk
zkUe>Q`<bZ*Q1y$e7UGayShNDwccn<*wGr4pXZ?Y>#%03i-{0n&n-%QqCc?ZJtf1Io
z6oD^%P1wQ<aH@xc=|}|+uP?(7L%=;-RIH|>69H_VGXXnTE3$M^BV%2w(9zn{?0o|q
zc92HXWPk%fDUgG?dw6UON6%S37VH4zKT9+Cu;xvK1FOg(+4Ubkk-u66y0dwqg}^CV
z-dUB8qHfr_8m7a_q;$NGj~~BDQ=*aZmLvex?iTXkC|6$g;CMx>i{W&T<zu#KMKh~^
zV(A7#8!10w;<g>5iW}!e#XTE}u{Lwvv&mb4f0-R;DVpSoA+N;mhufdAg{0O%B<>_)
z)P8M`_^_0jnTKdo9$?D<<3ZzAG1Y7m;P@qv5QOb1=x8M*B#_!RUzy&zU&sW_(Pz2l
zg#l0vq>>T9bAn`YvVA!jFoaNGLx720nPRa~ZM=&j8h0E0TG-KV^f3U)dJvv`CvG~Q
zuhu=$LIv+T$O*r5i9TyA?@bBEqvO?hZO=)9r@g;x%JbN8THNy2WXSj|AJs0rli=No
zIg_LNf_-Amzu876pZeoi$(|pt{)#=ZTRyHHtRPZ1I#|=O%uiPbJ*qY|uN><ihJR~R
zj#FbE0N_9&nr(R|BlL*Chv28vBIUci=99n7VD_eH<pl6F)L^uU%huzBB<UOUoY-<x
zZOiEBzUk-HjQsw+QO!<0VC~;(YLWw)nu%S|@7~eJ;b&2ugCYE&@SX<J8Ui3K?QRz%
z$rw|9tjDhRdTNgoK@7}B(pGiLbhHM=EfczKP%sy<5f?7D*YinDM9=W%X_}6#I#(+I
zpfq7TGcK6A<Wj%p7X>H;K*W$x(F?ueS{j{ur?rb0HB-pu2;@Jz(E@UL@SHKqe**9B
zSQ^1slHtOIfMuk5PyzsjltizdQ{P>EXqbP#5vHQIf(24{bCp7i6XN2&KHOinfc*B@
zCLGIkbEf0!iy8yVgg?PpE=QM^p!4+%$fnG~hBAP~LBZQN8wOtG1&;TA;y5?*SFTUE
z!nj%42tAdCiIY1De4C#niw9X6@#f=9j*z+J@qJo9bx7@4?$K)_A&g-T(Fw>0a4NUL
zMhLFPShH#_laW^5x@Ch<2OBtal&-Jg21T+mGIDfl+bcbuVmr=uMd}Q!@BI+{xi7<z
zPs!sYp^Rw7$9p!251jTM7Uhe{78MfG28JRm@5QGrZ4!|?Oxt5IRuM!f|1vaSXUE)R
zKJ96wbD>$z08wGoYGmb-rgP|iRxcRzaj|gs0W{!6nOURHx8_F;Y)1f>%&Ft}avY0q
z{E-T(w^t=~<nmeTwLvwfYEV&EHt|~N=;_BO!SkSc3CR_3w&s+}9o5)7dp`(d76ipT
zG@xa|TqR3MdwERzCuQdjm3r^|84o!Q(6Jo*lk%l5g?D)sMzNAK&>%h-F!aS?HO12A
za(j1&U~D}l<>D0I@{_TWiZt#OHyo!v-1byhdG-cNqGwfHEK*bRQ-Zb><|S6ir4S0_
zf}lZ?`AmzEB+1bPW<mEcWk#7a#i(x<lmRuIWgSxC?<s>Ew7O{<Smw75!tz7+g^H)N
z!W=@@j}^N4U2W_J>oT0w-JGdxgIn5OuYXDE<l;s8=SNz0ZcMhj=0^tcS@L-k;Nw5_
zUUTZ(2%0!3np51@9^c+9Kaec?++CmVEVuYJO%p*1=4cLAkB*`c1_xls$v2jQsld4!
zZxVm+QwgMky6N|2d9A$M>R8UjuOAXT>yj%X#8`?iKhK8*Pqa}5)+>*<wPMr}gVGtS
zim}=Xg1y-nEgmCnEjjSQVVGoauS~c-CryeupizC0e8qqQDgFyDm9osOUX_1_WWPJ{
zQvMeg8c+^o%ohVqJJ6F_pVf17i-O5R*pTp18X#Olsa1+7AM0|gOA4j0<$&k%7sq>J
z=%6yRI~F{{f-RBiQFdA~!!s)-=Xtr(0AK$LIUaKdT}zw$W$_}6)#4$yx_S?4$^DvW
zNuAzV1a3A`%54ROX_JvB^9cDB)MwWT2p=8EXDrjY%I4hMn&(%&nSaApH-CrYAqnW%
zlLJ)?Z>knf=}joSkf~~S>2VQ2_6S8W0Kw_``Et(SrjB3jV@j>8m51S05$w!XFzLFl
zqJ=}mn%^yRx@{~k#Vzw|J$A`2!2S%jj{i}%`d0hx{psk-azahis_5*96sdi0LeG+}
zp#zO<4PZvpz3NIZ`zrGV3Wg&tkEaOVOobVx6JOaLE~o`6IFH3`jXJmKm5bSB-noPf
z&KFZwkEIuWZ47<gQ1c_dwq6}(Bw#5q_Ep+13W$iKpRTLp5M}nwnAg7(th3C+LMjv~
zC($#5+MK$oG$_6`FrWpaOF@Wd0FnV!AXuDKgY8#<#22-E$s*<v+SL+NmV0Z??nQw}
zDmVMQunM^6Rr~vOG;kKeJs*z5*!7Hmn5@?6r3L_|2Zv`%NO-(nQ4(Ol9j^u6eCB$-
zz1>dVZ#VdRd6-SPMgCgp9&emBK5a~REo!Rb#(e);EI7f{m7g1o718nSI~GX-tclUg
zXeD4l+QFqvr|S82^-h>y5xS7`KKQwY=)uhe@#3Ak%Z}dl)AG_1o78g^3YMdT7q>H>
zfv5ZI*uTRMEj{$X(cwaw6v&a!&YZ268p*U?)wGt>*c>U9zI>*~a`gz$_lo1yt3uzc
zDos|<CkkjdbX4#>98r{nl`!3Jem5%kAxQ=x6rBd3c<s%1(>+Um$upj*FQY7*`7E2?
zB|f#2Ks@5IOdm~Q1L1oGQgZUFQF9K^k#2NZDe^2)lKtKK$GVRJlx-`6j48gGyah)r
z;VrM1*0`!rMbA7%&OG~nS%8CmX=&G-Nifn6@5DVpj!m!;&rCZB$5sR^V(;qIMa>%c
z)2`3c8=vz+#^DpEoEdcI+_UlF{ss=l0YFbI#A$m7(aT2~*}Ydi4mev+^;pGzHLND5
z+XD6{LTitXSABo=Vb_1CKZxuJj^Ia#KN<I!hGz-OWDjS_L(9>Z8MK<w=UnVggl5Bq
zY)Hp%E-~<T2!oG?yo11i1wvrp>r9#wnkf4&mHL4Qp#iB4?_l3B;dp}aeey(C={L_i
z`&l5O<?z0C-sTM?>T1RCc<mL~&GX3wzocL#4`|XuK>1HB61cE&+xGOvATHoL83ZwN
z1B5;>P(y3!woQo^+NT!95YS7ntVfAS%gcvno&VTXX4XjU(h)q-1$`l-&PSwGzNBR>
zQR*vMe+WVCvf)$!`ciHQ4GwOkJ$vE=f`6BWIcF93p@s3`Q3{ECv~+asYg|jg$1Jz5
zvGW|i_8XqDPW}*r?pp>p{@6~$;OX&RJXEoM_;Sr`#+<BK{HZ&r&$vARPxJ-lnX;^u
z6sjnE1qGok{~kd7#Sv@<avJs=O<`#k`w#Pf2>N?J2;uJy?f-#^XYm<U5dO*LK74t`
zxJp59=!;=?0)r9UMs;Yv4*L&}P<z6b^xZG&WpeI|>LX3iC3rC^m~xdtl+BGECzrbb
zoN+;#Cr$JBaBy<___%Mx$Q<9E4$}(>&2>|8uXp@XUzl*|^xr@{|K(3INPDOM4)#n;
zL#dgjX}MCg5<Yr0IcC5pQouhjxqVco`3N%Md`u`~EBSAg(GYCF^B?;YoEe#hH^tf4
ztwFt1$h=-hO_x#${1oHZ1k+lIsYHf<#z`nB!pOKySK2TjQlMP3p3~C-9i9}+%)7Ra
zIa6~bmGwkGbqr|#z@@yBtKqDmp|lPh8{0QueFrZ;WRAW;iRhxiu!3S5bz^uuDk}s>
zRWCCw3-VE<`}E`>&7;;<jF{(97oJ2>XHe9>y;zgw8cIor!p9TnkN!^KxdeazvkAPN
zUX(9qWY9qYJ)W@#N1yqi)rpFVj-COCz-K(>__mEOX+)D#RCHHF$I1MS(Pq74L(OKg
z(|n^FTqN#O!kf&|6{-8jfRStHI@hH<Hf*vOY~s-+32?;*znBf`3F-ix#`5=s7lXp{
zSg(d9=6;{JYtFb#cs?&eIm&+IQ#ZPoOh5TS`Ey^mpH{5xXX6$GR*`$picti}D?gz4
zF-*M_ZS>x;NxVqBP$9prIl^OSzY?>PGkMCfo>}(BCT*o0WE|Qz!y8u|b=~K;PE}IZ
z<z|Ts_IPiTEP2SoB>SJi@foKKjB}pWg#q%Oww0-ME!+|OVkg>-^>k7ErIT;e_{HP6
zxkROFsKB^Y_2?dd=W-gnEL%BWy0dX_Yqc7;rmtBqpzRB|w)@x00Zg)9tS1JBAk_sg
zRKtFfgrbVXWo;;PxDjXJl*6y1rzA_y<3T9nq=LPcDRf5KQXw+X4=?>uF5Vp+|M2!g
zF;11)*VdIkgACG`^_(9}Sg{EV{PZ)U8}16nJ26+vdhO>^c4s`ld?@Tj-$Dm5YN2GF
z7fp6>paRs_j}Fzff2pa`V0HqD1GH7U%wl8YLRw``Tep5LSd{PIpnXAjg8)rQMJ>YG
z#XnVVkcI0)`%M!N^&*Vcfo5Rk0=GtZVkj_fS2^|N>i{ybf!3SMB{k!RL)kn+cb=mc
zk=s-~vl$is^Cv@fHd!fR<fe}9ULGiq`lx(2@4M)7N$i7>Jf5Tvuw{p)1IKXUIzT@L
z4&?<b<?%n*Me|{T%f6xBW1<saL+S&BTB5#%#s(iWtkl8$TG`4a8tzdEfXB|kJ2aC0
zg%k^(96rBpvA{UhTc8Ti461bf>yWK%ocC42n*_8xHv1E_v~wmcVc>8`Or3Ya;1OY>
z0w2c?WPaJ^5d_Je=Q7Xm##Kh5Eo>oFTYgUHowJrJjZG}5UoDyfk)K*EW871b6ZXUP
zTO$`jMqDs}O5pnBEW!P>H8Db02@G2F7>T)xhvmHl_h2tBtG{M%dFpgvW1wP8vhi#J
z5zr=_*^EwG^u+E4!YPiYkozTN_OmDCIT0g(M=e@xDFPlR2wmpyRN*m#8E=!C#rY>6
z%8l9;mAoHzV0Z|<ym=buFwM!m-Vt!Cm|{N@n0QNub9Ah^w{m<m@{C)wR|V4)TG|~{
z_;rZPlANw!dM|xitJ!n{=uvRA7+nkzzn5e7n^TNxX+w27&`gWgNP0Oh`s4b8POW|V
zN;#P6pYkfMj*R_&uxeJ<jK7Qz8k-YdtPAYgW7XJnvs;moZYveBsTw*ZtNW5uLc9CD
z{EWY0>E)+XG0#k)0zt|vl7HrGFMjg86Tou%zXY~qDB^#n=EBLuZ}6Im1EUp<P94JT
z@SY%t^bLQOn@?*p=LmlaQ1KZ$%mULLFteHJSt96&oGrVmfp){ts9vdP*&6qj&gOJD
z<)IUyzKVB~cWw&Q(6__(M&PZLgMfH5-8Hj%&a!I^XiIN0rU~@eiG}_Bw{v6{Fq}45
z`536v0ZftpYGzOp242Htmj24R9V{I-<JqqYAcAE4T^|)3AibZwR`Dw*XjtUaP=^hS
zQv^6(QVss@X6#XBp4|7G^SJGDj1e^B;pPJ}0zaMbdrqU)tGr7zv`Y+Ra`mjmDsik3
zL^Fc^|E~_<!|6{A`G}CA-S%PDI)d~)0iUDIA8NnMVCPP6<FPs${G+1qpip;_B_hx<
zGsdVBniM7XLE9TM=aIEY@dt|Vpi2g~6(b-_1iH|YE)yU<>}d6i$W^GWq36gRC&IQB
znJKpE0{VE(??JsV^w>dYllLfl^?%}Yv7u0x3+CI*8!`NS3Tq!$;BW8d(%i2x=<H?K
z=D9@1;MN|Fw+(tTT6!V9@8AcF<pJ6+JqO_Cg<w2J<AQ#hryF7Q0_+{o5?YSiu}Ji4
zm`09|2p+nDo<S{(Fx|N4t6N`T;;1+J{m&B&pTrXi^eXb_wbViNGsFGw;Z0gj#t|E2
z`n_DE;dnl_eGxo`S1MtCcpi%jho)iE5-LIp4&qjMf7WXf!J?pv3g|(N98D}=f4>c8
zxk3H{j_$Pu!G4Qh{EN<nf!Jh*4!=Z5l|xoTLeXCQ1kr40KhSz#{A~q=6@n-*doqk!
z+<!UdGgZFx^T*1wDL9Ri{hy7eY(I2CnOT}YQWpWUC%7m0Iqj?4G!3LIt&)9sb$M?m
z;$W`aF;vDByY1mo(v;qIGSy@u(?N}FS{U2F$;llo7Yp0z$w_;;31XBp7w1rj`;oB7
zTC?a))e3%i;EZ5RYLz}$#ZyXp67{w1_=Ruk$$aUw9L6nRR3}|Y9<o2U6b5XL!S_!J
zjsZ3Pu-`Nn^}VdJtWVSvCjQXdjC$+1X<YV@Ln8jkN1BYoJ#YTHBHMC2Lrji*Qd85?
z76pHC{x|m4-pfl!Lk=BZV4}<A>#KRKwc<8*-qMRZgY5-Qa1mg?ib=$8_-8zP&Zv>_
zEG4+}SW1mQ;J3iNT#Qz<Hc@G0;{0OaoA(=C;Zfa`K(2ebc2hO2i_kB#vW10)wu7-1
zshS!f3~P)0^_|LciGeWpJf0e^e-VCHh_><!ZjWu|LaRjMI^KtQA5Y+s&$zfZ_RksU
zI5Eb?#-ahP1*2|Xzka3R<0An<s_kINl7NIHr?-sx)hlr7imm*w{ucP+l$LUIc6Ax-
zjHEvkbbO8&r#N616N7+Zl@2f!?{KlNVQglWSy+e-toDIWQVLu}oW{NQXGhC=mB)#{
zX9@j$vvQ%l)N$>tGDeZ;q8qz2S-H7Jz#GrMKLMzzfrTZkdWOJUnM<IpHE3_<JFE>i
z>#nfLZ9vXGe8x`o=;xB6_2ZbkPOb#dk=v;IZC$bl92V6p%?W_&UFYZ=JPPPEuY+em
z;BnxU@a_KYrr&cPOoJH0*1CWMO|EI$$;k<fv4x>v;OYZO>`!60Vsr94Agn60p5+3q
zUQB7Dbw!!~ah-y#y+r_1^XX!$t$|+wol?U}yjpzbWZ*(8KdNz)x7%;2*Q>rO3mE^o
zFg`MuiHM9}bRl&X>hG`x&EjxisHU+PCE~01mRpo)p+-bQLm_0MwdczWa;UtCJTLeh
zo~4IJfj0D>0-=1Cso}N}VvUL!$>6oF2jnR}*A^RFQ}R~1qvnWFj7rPNC*Qt(Lj*h^
zT*{P{zg(Se8~q#0-dWU25hgPmPU$Mts8H6`#YH-X!Nh?TGstm_NJ^rl6tG7ELw8`t
z0-Tg2OP+hIz}ReRtr<*z{fERa>FVsH0dnEh)z!Sh!cNe3b@(^Na9RfO+UINp<IrG8
zEtchh+N|t6sCRl^Eyi`>yK`8fUsTQjAb*ZmI|RHgfXR`$-%^uT2bj5mh2vpVkOTeo
zVcj-$l7K_|+6kC104|S;A1~r`{P6e(;WQ2(Q6PqIFMAzaT2R<;?;o)xXa^Gf@9`^-
zF25&)gBag1V4i%xqbMj=v!RGs^(I-c>c%TZK*_U}CL=G8O~S4l4&>dx5=e=O4OZK~
z$to!Y>6Y|>T>%4)0vdstvIa6Rl>-LOIWR=P5MvOcmjM23xs+E_aM~@sP7?7VF)=Z5
zU;Rc3%r(f}y|8jOd99|fjk?3dfyi95%5u{D3V1S<La!WwxIPn%p(B_8P|0J6iHQZ>
ziwqfCfg4mJY<(`G10+!ytoKEP?zjBu1-4+UH4FX#EdJKpn=XOy*)8oKqg7_QId6kG
z$&%)4Ir}T&qsD-*Ur~c1X{AS5XwcTF8`X*Ud2C;}E|y^-sHP@w*wX4{>GjC2^xhxZ
z^}g82J0GfM*O|4-b|=@Nwm<$VaI;}wp$ZFI@tvAUeZV;_1kLc$1=Zt&J(OV90_LYF
zMWN4-z%*c)ao=}OaXh5|nQt2@H+hfr#=(IT)I%%BWnk7L6gXNS@w!DMuxhEY?;s<w
zYF4&_vlIX6(?>{vx1mFLtA*WQ0pk(+sMr3WONt6K(5YQ%7)Xdp0a)yDFQ+$qp1-QL
zTRuE)kr^yh_&>$H2{e}L+cy5Rl?GFy2qiK!q0F<2N{I}GGGr*EkXbS$6@^TVW~CxS
zBtvG&6q1aYL&{7tW%`b*y??*;zU%$g`>yr>f8YA7)oQQZ<9Y7qzOU=N&ht2r<2Wx^
z2nhw~Je{kk6vrKgvfd#duO{73ax$p(>3w_?^dUIu7IBMwV>A$VG?dV)RXU?vZwc>w
zJW>41$hM%fV9g|rBD~Jz4dt&pb8Mbf*X}5aR}XsgS^aikp!;wV-`kDFwaK@m;ko%F
zJ!d>Csj_Zp>iY6#TG~O^4UPu)Ws1@2s}4L8z{aaP#=UJD1q@UPg{~aO#1hV>obo8q
z3n50v?-6;9hly79I63n2@EG;Hzdb&cA)iEaJFK#^W467Zumv|+WTZ|wD-T>Sc}n$U
zV@Kf&;m61SXqcMMdY;zzfUwFZaH8gm%{cy~3SEs>ZF5I?^=O~zt?r-i-z()o-zI+k
zUJKK#x`VXdDk{zc@;{p!CPZz9J*gHIMgmtv(-(!W?tGI?FBA0P<@}cQxkFWFwmn#D
z=5{%r<}G8|n0z`*c+}BQKI6WM;7!Z(Kb{8acgTilgt867Sj!9O%j6`QI=(3i2)V?D
z1gc{gmX|?V6ciF-(wruQt`Cgy!lOapI^(d2MzkB65tM8G{<P3@o!<LY@g+!$UlH%A
z)kWgUB3on|4k0+5!8UyVf?xjBFV?6Z_jL@5@q&~e`=IXc9}e@5P4;<m!cRUV^9uql
z^dP$)^{{Q&aGls>z%@fWqcmmU(*2|fE=BWEl0nzsjAqN<I><6OULa?HCM__fI!BNb
zlXAQcrHzHPzRqYkm|C{lCnt!VabAFfO`_on9oMOrHy4=T+_*>3bbWieXu{cPqO3B%
zFg`Prb*8(%xjCydX%`*M?bavOMZAK7^fh5(Oa=<l(rg&fDz2d5G9J@Wo^ooYYG@!q
z?^xq({4<d=Q6t_r-0|&6^sm1=Gx;n!IR*TpRH%LclpY$F0R>@v;6?P4i_IzGS;bM?
zZnetjA9OBh=(H9K5_XF4VmRNpsCLKQOll<g{J}5xP*ggLa9ud~wD}3ulVFa>;f1mw
zmATp3HB0>3rorteLVurs6>b~+=+TaWlJ)}ktA1^5gNRX^W(NFCn?F=k>{YPt%zIlh
zZ_lSEBLBY3=EH%zMddXk)(>KNM~!hx5fLg+vfk{~*w+Db(Jx=_l7(=J2(k~!#1SVn
z>zo0;+`GmX_jV_Lwc%1{w`fj_v)IzkR;aeLQHFo)eMjW8=3NOJzj5+PnudHXK73*u
z@69msCGuD7<+|`!k77@9$`MafE4H7^>Ayc7to;$y{~d}#mw7nPzvusHq-q&oMU+f|
zrY0slR$3DK)g@fM5}%V>a|?jS`oG($)(-8-)c&HK!^Bs9s1txsXe{sGOx+RAuLvBW
z3le$L9bzk;8E&2MHGS~{b^FSPkh`sOZnyPm+>>&XhNUOrMbztDy39^7?VQQ(k#7NO
zmctxAqQ@4V)#XxuxOj7b3v&5;6v45G-HF!wd+(|_Z)=cXt{rhpsdHVB)hipgRH=p1
z$7u1<l%$RW{moN1e}GZ(rt|ajE&SXw4RIb{{QUfC0&kYtiJf#l?s@d+?T&K6UAyeQ
zq^&T5xVPUOY*nL%cn$iI+Ao)CX5%A^5AVEd=2kr@Lj(HS>9chKz$J+-C4$0DL!tKA
zv9>Im{O_k8z6?s+K_#VU7qqM*?|*7~Biq%OtG%?Lcu0E;^H^b>_=fElv19A6vA;yk
zsW-+Zlb-r4x#Ti(h`q%;Eyc!1>ZErT7lORzH?%X}c<<*mUa@+rLqC;;Ba469MAw~r
zk2tSpO&4s69?6Chrr-^s?_ySKFnz*TLXuV;xVW%@XX2cn)0SJGHZ#^0hy&`~!UAyp
zdmL`II>)-CSaN1VkL}2B)w*}@UN^KrWdH+(ayp6Ezj^Ie;+rvL_^RMcK!ku)#hK8X
z?>cUZa~67D@{Hq)TgopSv_w`x-I3#1l6Pe?$s?LrL*fXPiWs%Nc=<r`K#zjz!rI)i
z_JB<X1Xjw7(YopK^Ip?aKXt97nO-JVOjWC-HsRCv$BG7fn09j*#%3)`-}LoWzJN8Q
z;^>$$mlhcK#xqBI-g#yA%a<QUO`A8Ja-2>hqS2pKLM0YSZxb6cF6v-gmZrGB4FS~v
zJ+meqyK7IK`{mw-X5$M$Tq;Lc<Ud>?aNH2(_VXyEh_q5af7bjXlIJWuy<a5Hy`*h?
z>Srmm=fo1w?N{BAY`3}BjaKf^PXdcG0{xvniz;<-Y}o%XV?os{{nhjtlgWXakgSCH
zvGpHjjRF{k;sA&IoI7Bpo761c5$?#M-#>Kz?GghcV=$X&0^Etlx)eT`B+NKA(&;MK
zG^EB^uP-@WE{G@$&%>IMOJQOcZ>^%)lzK3Y7ODLBdo>e7!>#DP`z<egSJ0+9RVz2c
z0T%@ukI~*<Z-~XgAUDC<q|eyieUQS}Da`1(FtOUs-k#Tn1=aw>+7>=!^jiuA!+mlj
zxq7$D@pn9rIih%Q%b`v#79D+qJ#+3lcE@_3rx@?|_F`!BT{Sivg=-D_TdIC-F0Fy~
zPR>wchv7(h3VJQLjpk8weDF?0I_~`8k|2)l9lLj@U!9MM+2(V1Z0MVxbxn@c8-|M<
z$rG^-bQ{cb90oRYx=pHrDS75|7rNDFvvl`1w6(DlFfSw|gyUs05xk!B47I8kM;2ZN
zMbWuskCupuuQ&ek$}~H%VoIi`dNwuilW5F?RH}rC!yun0aW*#Gj#OY>;Nj*LyQt|!
zjJ_s&|C6Sp#eFz6wa{E${dWr}^@!qvY7vqvD8v>GIZIGb(6%d_ca@JHcd)ps!lIq2
zAJO@#pL*qN3uj!2Nmrvgz17&qNG0?va7jHlzDwbobQ5+e%7e$D(j~Y2iDEK#8+kNQ
za#wp0!W1E-y*K>u2H38sBwT*P`Y^9O{KfUV;oS=%$!YxAnpuk5MH8z^L;N<KeZiK=
z{Lyr^rW9RaDD>&<u_mb$ns*x*gLBA@|1Uxg8_xqDva=<zM2<|D4o$i4(M>IqHN6=f
z%}KIb7(;w%F>y@$COB2qT$p5}()U%3r4iYDwEOgC`MEwOlHnn<7dNNl;o~y_<Ph>g
zqW~&vTR4r#&h>@1cx}lP(>+)Z2c^qEqkC|MA8>GZV>O@UmApmQykR!=JH2xUeSrE)
z87j`6OO-?y@lA9=ZQaMgp2OcQ%-8)|``(Yr@CGAMNDz^P@r}B3gcX)zy%mco1`b#-
zH3*oqg)1s8wRfW{izAI_Q%9$^BNa>29r@O)mjIw5UOcASBQG!S0v1?Zy7`GVwxJkg
z9xrGU(s<BZ^5~pyHnH6Vnj?y|b$n_Oz7UqyjJh9>lHE+Y?nCG0jxwT{fzcZ4^1@*B
zY{t0G0Q;R^LkNC<z7;5}j*=or*XhZe(5ZU1>d+SB6PFJiqm)N+iK^ZfIFPE%mCStU
zXg!};uXizj)q?wit)5Steg`e`ig5B&{=a!<2trMH&cj;3#aNV$)Q?aM3sEdbEo#Fh
z7#8PevT|#tK^wNqRy*?4-O@YNuH~3)TJPGrsdnC&ZhB`XbP=4}J?2M<Hp-w4s)0>5
z`BR$+`tH-pST9Sx<BhR5^&+c~kPz)wSymA1i><Oc_<rYyh9@U<4Fx8br@Kd=iWl2&
zeMqoCdj5V*TV#cTmwK0a-A9>=ycI`=c-?hr#rmI3gq(ci05gn*p-+WLDM#RqJ^Bis
zH7MXoX86&!CDSV0qT3YZ`VJwX)#_TN+ohzwjGE$>uo0aO3wuX_y9_Z~EuPA<>9Y2S
zfG4bW^7}CgS!T1Ko52(2V-F6Ay+}QC+Y-gmZ8I)t5}|JA9gppI($>*2MQKJ{bZM#E
z(y2%k1Qme|&r%W!-4W{}tv5x7v$Lu6K3+<@kUJ|r!7Ar2x`BylABaA`P&*mAbDC@F
zB~vHVCy0xJjH%shT;}5zu`f4}fAadn?)49Hx+=$n3raHXTzoKtMmbjHkqeq$3=~!c
z54ZfHa#DxEkVE{;EA;O!HYM#-;FPeAD5)>H%c-yxm^mMXAOXbs3&tMo$qzxiLtCq{
zO|6;~XviYNqH80hnBa*?pK&T6&Vjq*o5`u<kp(1(L?Pb|_*2}b4TlsF2#|z-&t?Tb
zC!r0)_k17A+6qSv*1I&Z>Zt4G<b{kd?sipf%2;Q;3KUe(M<2`eZiCt<xhb&XimufG
z6)Z<Pf9b1d*Rkz2qPYJ0u_DII>5i0rKkT2Lc1ptohImVZzeO8k2I1%99i)oA)UtQd
zb2Y<OX4z@*0RLUtnbk&h#DBT~cZR5|qf)3{sp5Cu*(H9`2>J1BkDpL=Ehns361_G!
z^FFKZANdw>{0`&9c8*p<E3ZHpYi}V%8d@=2Qa`>94f%oZZ!+5cR?=mB8vp^J>If;V
zOk*{t6C*F5EZu2c`gqK#U$^Cxhddi6aTUw#e7*6k>g>AMf|N@2pUj$t&L&-}KdK*8
zQtCS$rVk^mYHSeHeS3jG1Vu&$U`QXOva%AEqohp^j~k8Cr`J-(r>D!Vuc86#et6uL
z9Mk`k%>gC9fUo9XMh8aED@QwW(>xYkCntS<*XZZFZbZ8+q#+8Bx%7gK9iLc-S8n2@
z!R*AlKqs45w_*k1sz+`N!2#ebs`pvk{r9h8h<<}X{ULr0^Ygo#<gfau#V3?J$t?2W
za1|Z$DtYU}o-ZHYxQ*panaB@Sj#h5|gvY8TT_;W~jBa3L6g#gfJWc}F#@*W8&|8<`
z!(s784#i34)Qoo}CHp{bsnoiBjC=_C9prQ&ArOsgcoVf*<fD8gH-3}P*M?nt_9V^Z
z#l%qbGA{+UZ_1)^Q_g<m*wivBFYw!FqNwyy?nRheT)iSS_9O?s>agIesH!S~AHg`z
zIOFCN145)W7Cpupbs2Kh-bm+8ujpudvzj!CUPaXv!WqG)@H=@Dtdznt#ZeS1h&Z8o
z<d1H@zAELvmqKJ*S*Nx$$7$paOqVIhi_2kU<PRB5Y<4zlY;3GWM~)bwSfS=bmR;d-
z$@%$IrhL6uekuD%-R{<<(;gAQ69kkaGs>|QcL)f;UQa_q!v%l<vGd=oXC4W)F(hff
zF4i$XYOte$yUh{8+pD8V2|N3qO<ad34Wdrq(ytv*$K}`kZid@g-82e<?kTQUicjl|
z7VD-YT}EPR=GVXch8U4>=tYH^WRQK)pz9Ma2C;z0@Sx`Q5&KfKnqrZ01|kUQlWX4K
z)B;fIQ`5EzwE--FAMG{1-ci04f#PuBR;!um(dQRW>g2gCRy|s7b1QbFJuEYHu%*On
z$V9>Bd^!<~?8V;9y>qWg3~eG}a<p&XKH-ex(t6&y(C;ZO>wZ7cwWqADirvdFz&w*N
zEH>Uz`Qo9r-k}jcjkQlH6mTuXSIa+OFuV)bBLP9Jl5qiU$|Hi?&($li=Z}sVcv?iY
zq)Jl%^z{v+&Ns9X6!{c%_^GXn9gSun-<H{JGp5O--W{v<MH)dPuxIm|_dCm7;efPd
zo$IfWHWsk{sZ$D<TsP~TXV;_RWV3*EQiOJQ6XQWEhyL%)Q8KLu&U}5B!NIoQlFMP#
zVs`V!`RbpO$CVmH0hat%E&{WdGe@M@q4Tb;((()Ain*Cv;5?5g6cD`qNY28$uBO6o
z{+wnp$i;^rox4i?AcVf3Ln$GJIc#~6Q?#fcaehzAP!gNiv~ZaJbx#&BaL%k*Rl#m%
z>+5dTc#`L_ukXEdh#Rpgb@lrPFB*riP;vHc`nh}3w*H|+Y+R0#gWL;h`Af2!rMHh8
z?`0haK+-C@{g|7ZEIGPJjqv01Gr#M}=>c--Ig;sRekWCC1WW7ko`y6zmZ>L$slVUj
zyu63xvUg1z+i~jZF$KaPwO{}KoN%#`@MUQ|O}bcVQ9AF&h(^>ea9!!{EfKWUDk>Cy
zyXtABh1ic3l38UwHJdq|)M_pL04RfCv9w-)D=RB8_lgCQ@B=U)X>Q-$BJ)!CiPeeq
zDkGbjnj}rn)XyxrGI*LTUue#Rv7&&t-iP)l&rR*hD_dObOrJKJPep#a-sG~^OG^OI
z9)gMity|C$4f}vVC=JT*f8Om&clXq}WsrXVZu$@j=731LWH{UMQs%kelG`u$DqmI)
z*eo`RR4YTHyQH~_#aoZTNyASzwBfOjZu>o7-}r%UA(<=8V$HKVl6EPzmWm!~HGvf+
zdKmZa-#@J%1#<|LR0hGOiMO@Pr-CaU9OpD&DNhJv<6j>Y2>kB(HgxtdED$I$=hap6
zq!v`)thMUxd2nS@anJKiTF0;7(8~)xVqCWR?W%;xBj!%k!$)ssn)A`^d?09WC)(q8
zWzTCA84E*amn}CWv{|AixGB;q<RGEH&Kc5mBj^SFF?taOYan=AZs<}mXZrBk^4<j3
zhS}~eJdTR=@dwnn{LYD2D!2Uxh${&&-}U+haDn9E;i>S@7t=H?*B^Rzvq^;pM=$i0
zO6DP#kCpjo$c{t1egm?50h=m+hSO+uiqcq=eatu*NB!aSzi-Xko9cz?dpKWn9Q}Iq
z$xuRCuinG<&72Pf4TuM(@m}2}XH?#tf%3oOlgdwuJgxK<S!Is&GM%QB<#NurC<O20
zO)iK-z8=)mW@D$`$Ti-w<fxS4&d!5E7aqC-tPvXXGk$C0r5HpRF5N|>L+siH16$z0
zpePR|^Pg!y89OXX5(GMWN3N{y?;}1=#v_-XtLJGAHN*-!>9bZ{*=L}weJk9iU^7Gk
zY1y(oJS)kBki7hxBDAt~fh-<Mnm1goRX^VKYh#M_^~bv1CJyf`$d{sgLO08AsCwB-
z{#GfS;-j;VxJR~!D4N;w*?q8Q%kRAW;e6WgZnIu2zAKxsGuwhTh$^p9RWIOLHq{AW
zcr5tbQF;sCi70<`Ro0|TA|+%$dUS9tMba<qmT7$QB+v8~O+CHa!@Q!$pM8CMU|6K~
z&+!s<vv9aiJkFu|xl`oejRy^vPwjeBY*ZvS)9!6kxTt+O5?0=vL{Dmx*r0gIi{bvW
zs;as=(`z>xJ{~cZdVI>}<ypleKvNA-h%jDZUV0tcwq8Yr`Wg&`0x=~sqJeE*vh_m4
zfWsqc$6avo*pdBld9iExD^5P!ACi_?5OZCxYG9sKZ!<7Ouk-c+wv1KwzHC3IUoYs@
zrKSp@bH>eWDc#_BN{#2;nQqg@)Kh9B7Qg3ajW4yOiCgt5zeqzrfJ}3eU;L$2?AU{W
z6gcGHp$9VB8-M7Y=e=&>*t>K^MLw))wb6b44Ak<<-{LlX|CaRUa9!;e9@4gcXqfu<
z%6GMTOCOhzWQ|t|6>bA|N!}C*dUX{Ze%hsRVeme0Y@F9oZjH{5ECY<&3$Jg+<N@N}
zhFi6%CR{J-PD2MV3akF@_@MMWjR#XyfzIt(ul#q5?<ShYv$}CeQnO7i7k~{?v8&3?
z!&^z-BSb{rg+JotN6>W(3=77mUp`i?1mloXDEe@E4mcc2N(~P9%X+)?Ha5SMvp1-u
zR#$6zHyJi$23iOWr9t^iG6~bk{+j;g4I4I$6FV=Ac9?3);C*C#;>AALlfr)x65Et+
z>EhyI6dLS60L&(r8ZFfm4=ArY@meyp79se0TL&b2yy54WKyjrFU~l~~<r%QRV%=$H
z|FpTB_pa6(Ig{wd;n$b+cjlW+iG1*9(9F%1?z)LT=N;wL%vJt%q1Y&;vvCuw(V~WR
zy~ugDi-~Onc%Lxi3I!)M9ovoNndK!;>+G-8huSC&v{p#R=rKKyH^)$2eLZoZ18H|>
zC!hJcX}U5nW6Hy}UrZfsk*;jJt@`EVrnRwaS?ir>3lwJZ=Q7q?tr;D#3w%<(aj1Hv
zveR25{K!sMH*PUT0c%_z_G#d|qSYE(bY2;jq9$1BbFYE=kfGbeA=%}HNo2N}JN*<t
z7$|||f&!xlr9>IbM-Mdz`1%%sARGv4vzi@y`_Ys8nWF~gY40TZO?-PS#A{``_vP+!
z4XgNDYxyjeW<14~UloUVseH=4Vl#|ucyK^qAMo4|?t76Qx_6CtaSR@eI(TWe?@^{{
zM9T(TlO`KEH0^fVP5k5(qKY4IX{26HfDS_m7L66}Zti_14Z|z2f&t!h<wRjGVz$Nv
zB&ZG5Q5&}9<ecLRT?=DucJe)lN=>^NV}r|~AsNyr(Yx`;C?qeXRaoA7{<rwKP3GdR
z?jFl?;3f(4Ifo6u$*c%2sO6&c?Ytph1?;SReD*6)O-4qI`XCfssFr&%x&wR~9^zU2
z;lnXl=ys>q%4=QHgJxa;PNhLk`yhig|1H})z62ob2tn%K+&!!a(%PXykHx*e24b(h
zZ}EPX`|a7YXDzSK({!S=K3sC~1}UD;x=pNtuNQAtbL8XWqwKTeq8xwik2?4xJ?Z)5
zSYKaXS=BRV&eYVH^4nB_X)SkTbU!;SHGzAv*Rm4q4XQ||^Q;eJn}GJ`-)t5!^#g=e
zO~7x+gG-#d+<joGR9WseoK`-L|EZYR*xGLBd|su@r!!tBl{Yi}*~qcb^YJub{3!m}
zSbc6@US7&aj~*z$yQMBxadlsR|1o+q$=3pSKwFuA$VACr*?{bq(*qbmxzjntHZuhY
z_AF0#nP0ALGT$MMeNP;+Fv+SdFIgs0_$0}Ie*U(sg7a7WTdQPR2`h08MOrsRY^g3J
zvHM^(Jvn*SW3F^(o3Q!g_UkPM_Iffwr1d%Q?BORMGKmKQ3DyN}GHIT_d-sk_U~JrS
z_50490&P?j6q;7_t~eaqL21OSCFM|<kr(Bz?kc_OC&TmVRi>KXC-Y_l5&rg!4kfy^
z)bcSY_G=KGq@XHlICoN8+XQTQ@=-ze@1J*E1Pa@WNT+0Bu>;l_H?Z32$*i%0xqf!a
zwK5&5uKoh?jN+!RqKda@i;3AffQou2)yIRkazGQxzCbB9Xj5$n`egnk$~X`y;j}O-
zEo|#>7W0$mf~GSmfBM6pp{m4isb>cBP5(XVL7=mJN(pI|-sL#8cc8EkkNUjD>9%aw
zsh4q9QLckKu^8SMZV3>#YV8Ioy$p-qk7!=XKXRt$sy6v^NNuQ<pWlQ0?rVV}w|?Al
zo&G_-M+3Cd`n&Sa*?s}tMa?=ucJ>O-39fq+v6)}(Pz%5PA5Dlk<XoBAC9K~AT=`V!
z>G>t_l{oga^?_mf_6niHJ-4@<XwaMaHBj#Yo%lXHmG|Z4gijH2eJjH4EV!+Q{CqlH
zdIKbhnSke;&VElH-G%2@Ci}^FS2ELq&>IMwL*{X6{?o<A$FG<zZ;!m!>{oGorgrJJ
z8+aB`2X~AYlYnOT0D$_T>swJsmO#Mw_j2Ij=Qka0Nt-QPo>!Qin_EF4RSzs8Aum2V
zEgnxNBCk9J9|6CIoo;K_ZyuRI2XMUBbBPHy0>vO_z*)h3(v~E}5aKXk){=HJteCP*
z+qdZE+lt+Jc_)rD?&H*(tSkxFnb82O8dKPBu?nAC<K{Md-{D?Z+4rjndoyK0<s8n*
zs~R2I?7#g4GEOC>xJ_7m|J7VKe5A7r_O3zjF{b!J64O)aSC?WSGx-y2*gg8$#9R?(
ze#B^(K&voGlUcCQ*ggGPIpa7V6Racsj&Qm&|5lfij&oRV;EDNHPFwheg*TwoE%o0l
z0t=lh7xMOUd#n_Xe&C@QhOC2HUTl4&jPqfTWT5}BIT0GptS3U-&~SlqUiPhJSX=p3
zxx46-Jk8E&;VtLaq=8cz$oa~-LASn6lti{8WLsMPo*MGO+M-4EIAy5dv5?&{-=2R}
zf}T^Jmh#CmgZO3wEgMQ^f~FWHt8tnCX3!4~{@vZb25cp!Zi!qwItpJJAJl|PY!?>(
zoMQE@3}vt;UbWTr2iK*R)D@I&b~8Ojjh%1K2y6xOgJ3kciB2QEb3;)_ApPlzoLBq&
z+qB%j^hc(ujoGFn$44bMZ*TRdj61JaLW$iY!6cCK>UoimdilD`2GZ`|<3F~bcemj1
zl|RpZd<#Oj{%3k_9VVKWqi<jPcwtFtMr=6X^)FM{ml~g*YX5IsVHsesG1W9VHFZc`
zJ;=aHL+klo$l{N|gs=z{#0wsR<_2CxMf;&Ir8*%u#S9K(@27%=yv0<cO?}#ZCN|TC
zL+tV2bH~I@uA5+zqN#i7vWAxN!L-_Bh=wUKsJRK<gv}z=t;_CVhIhsNy!^aX4{xs$
zxb5rP@DfN0vE2L)MhK&UXGIVf8CC~ZUkx}C!irEVO!X&PZSRp&CMaKp?a6T5G14nT
z&^p&)j=how=7>K0#Q{FqN&e7y7@ZXzH>Jz^c^?$YWtsMEgfFnNnOqP&&URV6*zGN(
zl)~pEuU)@o7ao7YT@I<gFv6CCcK4ANYLQCKGq@8dJgRFMI3!~%=JjvGO8N|g+^_XZ
zkR3Ih^U!@u-MH}wTmEyfhA>G30|quh<R#)dHTbNhG^ycw7_FORe{U~m@4S7NU&_<x
z{tWvp*GR{6%^vLAWpa9p<(}imm6XoafLl}($i&3NPN$a^hmmhBSvF^%j>ysB-k$-~
zGKPVzu%z(eP`vvir&W$XCQpExVg}<uC^HeSuY)f3T~ym-IoO$TWb&2b^1I>)?^%H%
ziNvAbE)#F~?z3IT7lo{yCmWVSDB-pk<hj%>WE&Ts<iZ-2P$;<k_4=@tCe8GE<wgLr
z6UdQzyuP#Ru%--^J~Vu9wZ+<AGm$OyjC$y1&S|MAXMN32RFu&%r^0v16CAK%(IO)_
zm%dC!OGY_!z}N|<+@hO}Z!oSkUi+tYAw}d`yLMd?`UUr{nEe+ybo3WylH4`<ZQ}Ke
zGUDQtrp3kXg@$U`Ota=2GEfL3t1OVy#$yqa?Tb*{3$|tAz!*djpaFEQc=Zj7etBaF
zdz{lYI1mOl#46cx+5Tus3V)Xz>~qhU4@YhPT!V^=%1BDQfRd_6_j<9oU*9<?TaS4t
zPrGlZEZ!XL$t`9#ZQj-SBoYMUptrm~<JsR&OonQEr;fT#uk^ZfUX*QUmBkH1Gz1<x
zlC(%p_clwm>^N73_FuhQr-R3*GuK()WYAJ@2#*y^`ItF7u@I<xzu?1jtA+f<jh0BZ
za3H_T$!T3^!LSXnH0?w&g_M^sL-JMWGA!!ejTQxOZ_7Et;8n5CyUx)outUem^u+Ym
zqeH^ICGwirSB?d^GJqp387meQ`@v|Qf&F3w(u-jJIb?$H*&H1-t0-%3ZeGZCV)Yfv
zNH3y%PFHGYL_Wi)|9HYSR@aqr8@2rKcHZ%?)?>+uBJ%Aci&)^?A>oCEg_c8(El)=a
z4_Qth?wFDt$hYu4UsWlfn_E9T7%Qj=DQRxbTI=tG;|~*pGX}LCuNn2_?kCBOv3T?1
z{8t*>$i`;rp|7sK?Lzp%Lg73=7Z=y-tfK-rz($LYc~%+R5gqiG9@?!T2hw^-lYN%j
zTU^0#@lJVc@`_MseTuobu&fbl)U1O|dwP1R13{qMbs-%5xyfF*!F*|p+eC1ePwdYE
zjP1po*M7?0?o8vBEj?;nJO9mTY#(lJurCNYYX!r_t=QmgJ(^cm5raL^UyfX4FDtFK
zw**+ync4X-jJv&M-xXh6ZQyiC?-uReabuZ;NUIEb$F+60Vw9R))PCu;cJ*9uYA~*C
zd-gHw5%SXt@}|JgZ<L<5%+F-5Pu7zFPWi(@8mUze5@&*Kb^rbk{$lwNb;lnXff43?
zfAXWvLr;4(nLQ}kgYr^x8@M%?oNI+iX5P6xwCMWk(C;IJ#Up4Lyx6{IbKs;7rY#gm
z&C~hwZTH{%&O-PdATSGI6SEJ;v+}xmxw+fm6|5XJ-MHo74qpw`l5f#rsVgc6F;xQ$
z#F*y=N9^ogYqbuni<;EovkL}B^yF&#=<Mzpp~Rt_oS0|)S{Gj|1oy#+wojN0N1=R@
zO_kE_N@Y7Elzd;{{`qEg7N?b!-skR{eI4<((bIR*n{Qjs!e(x}8TUCX0HQxb=pgm1
z55NnYJy{1<_u%b4iVkF#_&8!2)^h#+pzpbDVllzY!Eu*WWCL@ZGc!8R<Vp9PT9BU8
zal114aCTyvli0*1hM(8zetJ+RcE5_RzG9N@7{hnZ%O)zg>3t%k1NEbhih_K9F9yzI
zEMtS-3)ozsDkuk9zoMa<TIBo(<`-FwkI70q@Xh_~_V*W^+Z*Qut4Af;jwW9SYuLK&
z_ITj_8-?HY#f?5`)g2k+TVHuAof+SP&CKz!+*NTq`=MGBUFSPrP%E3@@D9k-L$3^N
zGBev~l-4C=icVghEXcLJUaPn6#}E%lsEHv8NMCsTe^K)C^T~8^q$^dkuQWMHy%e9X
zby1*KF}Y-KyH{V&bGJaNC(~oh!Jpq3P>o7<h%z#MQKL)GIcH{eM@>!-_YO{2;;sfe
zjHoDeb#=OFCacKwKr-P9^N&{3a})uZ7))mQ+W<Kh6CS3QsoGakaViOSA9_8Mw%vxE
z`c8bpWRuINq#1T}S-qKK!ftu_t?&Ro49WLDRAcn;agEzSH3m*ZCW?Y;+&}nS8f-Wv
zVWT?DZ`t#}Z4$IFMf~z+pW^k5Vsw^|8o&Li0=qE81RXeKRn=3&tfMe)3b|P~>m1+*
zT(vT1?Dgx{VLPc4-w#>95VyirU+?4tojaMY^5WW`jo6#>9^%zrp59;6)x~P$F6XSN
zt!?HJfdQyM9KTE(oK)u-a8KUNx9wK6sT~`y!ZKyOztNkf%(9!GX#yS$s7x&+g{tga
zoa5KrZSFQbG<|At+PEV9g41wIv0h_eDs+K_<7DqBf)#@wo;jq{0%}voqI}*)kkEvm
zzBH_k*T^ghlk!^Fm6-fIRxQ$T;O2IO!3}tN)D%#w-{zIAmRi01frkc`a?fv*aLpJz
zh_2t;oV9)D@&r!&c{3%YtzhH-`DJeIpSpi)yg#ojhi2pNYw(rbgj@RePhT3u&i}kR
z5Sqb1?+UnV54HS1FRn0!)b;=OTYu{vq+Y+a?!Pay{ycEA4V5O?w7Qv>9;>#sqjt{5
zJVRzn#^7FBYARt75!;^kYa_r8<5!E=4^jbIVU%s~Z-$Hgn~PoZGh^k*JIDY-l*|Vc
z8@Yj&Aw4N2%L%5Ky@fX_oa{W7Kp@(Oof&>N8mS2SUmZ<mOj3JfWY`H^osc3iWCWr8
z<jIrU;Eaw%j|fUbfT3T*U+VkaC)-a<<941L08Q_IAeiUI-&a!NIfqnFH_v6?uHC!O
zci4bGZs@rP!@abpokLJ#?AW;z4*Jv}0s8~y=_MmMr&^RWcTQndrGt`cT6$+Arv2O~
z{RX{e|Ku<5iwR4jI!cZmS-<v7jlF`@9WMsWNG$iSNQ3~X2~wcKivik3JltVblIFSW
zaq`ruSo8-;bo%^Er4F9tELma7@)HviKpN6=41qO7eq!UEzxUw5ht7d|R640fE6{GO
zd6fb30Vas;KXqy&>I#1_>Hm?xV$nVlw+c(L+7@!~cCBYJGHri0u@8f;d6TLiozSg3
zd>|0)6@cv9_Uxer@*?T_YX=C^)D+SyCZp9!;|n=HbGuOOBF}0-ppKga&YYunB{P!n
z`ykgxUb*tm$YDe@d@iZPqTPP3z3%O8(0GpfwBu;|X80vLV2ho@^7SJ96d16P@@{Ei
z@&shZUsBwY&lYyNp;bNPN9ORB_%KKaH4iv|+s2S;+k2Qo29CjV@{*3USTIN5!b0=9
zwQIlHtV}qAy!>)+fP@JOOBm*-WK~;;_K*>hgh2)v3X6<r2VCYyvOo&mGaC5aBZLY$
z@UC3vu`(2-D<}v|e~<e$$#(>7l4?=MO==NvatQwxqY=OgV90(_iKO}faH?@oRm6@N
z%cG7nnBTo)M-fm2YmX%q#p#_lh14f=Cq5}MaPjk(N6;_A&Z>7Lt1ENpk<xU?{N#x~
zdXfmEmqkdx1VqffON>N77`bulmPzq-3}?rE`HJqV5<ZD7xz=8x@@9HY(926-UY9Po
zfZiBzeQO4AWuhUToCNat&S>wBc4>s{UBbeepR=tJz~8psD!rbC#Rry^Yg6WN|K3$4
z_HXzORYkzyA;z7mqqPdbGCv@`M-x<l^;i7GPca9GLSSwV{dR$ra`Ks2ssTWUT}@|j
zo^8)r3gS{+&&s-n@(&}K*@}~q@$E+}lj=Y%Ev;2rPrSm6LmY?thTGq2)ny{;ky&VF
z9&VVZ<To_le!>nJ)5%^CEj|r6P$-_B%dQ$mDwtJK_e_OlauTP>j#haf6aj;SgRY7z
z<NVvy)YQZk`p2jkgMT;Bndp9K?|&QJ_nwV2jt%sC2?e#|$M4<aYX%i}xGn2d-L%qZ
z(wjHTMAnD0M*~e191Wt70d(X#A3@>;rZxAATug_DsNq@|%{K%fy^iOo{-!ede=>uN
z<+(J+k5zdSFal5zF6;zS^kchy?JcRgYR7;AL4<I8uRQ%GI};k=V#d=*%#gsqvrTh6
z5hD9G_{A(9^f(sXY5fP_*N_noP>tE!CHm^W7#&k|agoH=O}5sWnITPe$Uxw0t@GrH
zlG=Ur%`uhWv_23IFEX(!luz}#cA}$Qm2X^CWo3fI`+S_&0Zm`Y4Tu$tV=FB!?JvhR
z3dy|f?=Pw#xN~Q4zN(UCC;}pgxF%m-pWpLCMfKLxLI%1SID7!m87J$I%$G1Uj7khw
z<oSVOcb~aE*}z5DR{ZnUz~u4B*G-y27jd+$!Qj;>?&=Pl_4pc!$BwN-e_%Zu+q!(i
zKqLh{SfZG96kbzW2xbm7hQ1K0nxM5<@K26KcZ+NWZf9m@<{OC9PtF#4kfQS3IUb}r
z!GMYjmwwX#$mB&E6+s3g(xN<<u8?6CsF0m)t8NdHgwSJgN@sEsI&0nP{%-Qkfpr}I
zLpN=hNN}u|OnmwBoDEZOIuS2CJsco>qC{H-X9*YA3V={#NJ$#DF)%Vt$~8h}muSCC
z1v<{xJA6!1svTXc69(q#niF$znM|8E-^Q2WSg~S7zyqSA!N>#hYFKv$!jk_l3K__O
zBET5@QZ;LV;8Y}eJpmG(dlfj*9tZMeY-<oTe^d>y-b)RM&xy@LyjEH=G_>2~HXM&T
z3=|JLmJU<8doUDqKj98$fcLqhLzMer;{3e&OrFs5udbS9x0n*{zk2nmH0Fo_iWrap
zOR!gJUb#aA$g%0@OWSWBHe!@`Ifp+;k?*xm$nj>&BN+1|7>f-q#i-PD#^*+5(EP=H
zqWk-IADPkYl7$6~Xvqsdu(h_X%jeeowx8$z2qy#u1WJK98#J>%S*`@RM5I=hOa-Rw
zhX7<^F!2?)q@?a;cJh5tDp?{Zg>kZw;d0NX`_@walw`M+1IUP^z}>rd*ElNp%HIEH
zomG<A88{doMMo=mcHT_p`U~-6yjrAo+wR>o6bz}l*=%@~4xErDZ4-zG<ZOOw{kx#y
zuD+Vu-8ow~x4dC1Zq28+Sk@)!szs$>%NQHS#_f5LQ^)`YO2o&YuzNX$ObY?qbZ|nK
zfDPbNU45J)_PrNrJTlUz!A!C-kt#L*i_Lf|ZePNmdQC2vKQSpOX(nRhd}V!Ud3pH7
zZtx(H9G4A>1Ce=|C8wdK>C8v7bT}vx`GnE*@E6j@xEA*KwjsuaLu;k|dHP@P{-Y^5
z{Otz&^XH$<@$8I4EiP-tPWd(1s8To0m~g1$8s{fTsv8yc7!LCUnPvZX5WC*w)L<i2
z2hPp!S3QaY`VZ;wW7itHn}dUv)sZqRNA7a0P-nV!6{1Hng|l-0-z$Fq{{8u_tFR%M
z3_SnM@9P4;@ATgvH+C4&?NQlL)pyA7YXXxO<@Ix&=zw=^%HsX$ps+Oi^osJe!%x57
z``+j9w~mTb0u)G~bFn`h#yUIt-O1x1;raZ+>_mS#K8sL}_N4sBii{p*^_{Fh<+YAl
zA<17b70Uzto5@MoQ0%DV;ch&tsw(zk_-vjFBO3R~-8sv@n+w5`T0wy?%^|qoMtnZZ
z&5K&MQtOH#Mh}6-8Z~!itTUf+^X7z;^}cNTSZPU)hWk$Shcrebly?nUw6+WdtVBVq
z#Fw<JdyCx6VaIKZ?ovfXMSPYTG7d7a4pe6l<Mc)URB`u}1q&B`(ropZHC~u0Tt0OA
z^y5-TV10x|miOzk3be+QYY1DtnQhkgW?HxP`M9}>n~tc0=TLH1D$ZWlAzUZe+{*{f
zoC%xDKmd|V4p2Hqh*$>B9XA8mC7O1(>prZrP(oQmvLoh=8&^=kCYhb%CyFBCcSL%?
z6bksdq~z51T%2+m3q{u9XNL2HPe<Z<d<w||zxr?<27UZmSg6^5stE0EkJ#AQ?9t1t
z9^D}v%m(9aI&4lVb^BO0PEL}lp#&>2+PjUPe>L7OQKvx^Gy%el)8FP_v61j~+S}V*
zUwwmp{tMn;03GpfY*twg1DZGxlj?@B3}B8d{Ne=Fe$2*b&9Vu^Dg+6+Wua{aQCF42
zqNMNl_w`?tQffV&oHFOA17Yk8&*Xm&0F*XFq>1@!Q_tsrL7|J@Mo?JT%l8Ta6;F^S
z8a2K=)&Cu-$zkA#JXY*%Y<JLdYVHxnv!s_#v8HG!{%=dvc<0wt*T%;$W8kvi0fwJD
zaGii%0)!(6F%Xo6h(QruB-73-WmZ*JGe<_{feZ@Cq}8t+!&h0^1yFPoVFN0KEo7bz
zMR%b9D2EZy<ZLLnMr>q*z5A9HsKlHb(qF$u6N@)njl?_{_&mY8h-W;k(7>TQ6?Hbp
zA;B=#09pG!6shEzvHo@;YM25jBv!(B?x=Azpx*56HiCD632c;EWt{dPb=2=T$?ZeO
zDbJC7CgUB(;avXpLjzOj$bpYT8$&zEv>beD9k`~nobv6@@BC1T;**qQ70Mg`i)er@
zbrozuMR3T&Lmr1^UEURY!t=ti{KovfZyzR7k7L#J;AnsgJuA5ifCxQ3CeSNyM-c>K
zs3L*{q1}@GBD-ow@C!r|j?zD54N@SYmZZm$|MT;IvzGk7Sf>8Jdh6E&(?KzC3uC5?
z5hPQr>5+qp8Iu)_|9GngqVDtKkGY5Bqe0g_Jws^Peei|=!b*OE%T3Bqx@$0P0-p>H
z!oDf?q)JAglkzF)v<T7|b%#ZulpL}y>d!ZUdCDktINh|IJ~WY?l=g!e=x0KKOHT><
zdxUIG=AVjR9Ay80p67o?5&{Uo5YmAvG7W<YDPrk)7%Q7oC++C->3Fy}9rpPVpy$Zl
zZeg4gnQV%>)%VUFg8dT}=Tr2drlvI@8YiA4GR~t)_<9)J%n0)vF2!3$pW}|MS+gdn
zy&okwiBKrY6}7cD-SP7yE@_V*vBt&4bw3ZcK8TEmYHS_8&fCBKAR2M&pcF3yE5R0|
zSl3r)!Rp1CA>gqzXHKSdqlBeU7Lcxzrr3uM9|n^>N86>yR49eTUrgF5`nM}8l<Rug
z0uCn`<ZeP|RmsuOG5<X5>~Z~M*cYkLk^fMEgP|bG7C^gfg8N`c{Rb<l_=a~RGnvWv
zMP^27Ane-9BduaYVU0Hd#!nR1@=LR(5%TVAWLpBgz`py09ZSGc486ksTt(5xS%;#r
z_~NU4J{NrmB!~nKu}7?M6EYoOsM}>_IWWji(qlmq*p?CajL<X3VEkLH?4*Cs7_r8v
zgr<jF+*^o=*Wtr4rKt$6N^3CdW%4x*i(vOZI04C{kjQQa83(x`exJ7N?iM{Es$P6v
zDc}u|B~yVNVCAeQYBiU3^a&q(6H1i}*bIcz?{cM4$a@;6lF{7HZ%_o4kmffISX0Q4
zeikxfees~j1Ynr^Vf}yuA=1MR_B2ru19>0@`Zcu@n4v^YEfl|{$bMTaS}KuX?lY@q
zot%X7MpxDh3xxDsDf=-_oIEHpj%^({1}Gg<G46D75|>qcPWa0b1NopAaBKm5rLUIQ
z*u%Lz>(l)cc?r;<uxLmWwn8AvtnWEH{<XgxAW~}fN1WM^Xsn<>aJU*QtwU{(fC|A&
z^e@WCXoWzmX1^2yt_{LHiL5n!Xk@YRxU$=un^|xsi7If)x}^SCYR$B|=n)YaX=NLU
zTlI*uneLwNKx5*=xe1I(=Dom99)|!dEXbWuQC3dPQBzj-?VB1(X}jFS5@W{JjtK@~
z(I^(bhnQJPc`oJ6O`t|d`t#W-<^Oy(x}1%U2;aP~&N>@-7k{$20<Wt4?`Peo?l<;I
zoYd4bnG`3%!3`w?{ubotZF?6y#lA~Gz|rDrk==gKA$=P#Ul#w?(1%6$h;ucDeSsBd
zYkU#^q<j==Rc`Jld@roI8qv|m5Z|1XeRy%)jz6nBzVbHqF`U8X=5VD0@0v)DC*%)?
z_=Il&mXRU~sAENr^M%srDdN|TA@{@EhC#p0R}7>;^9R}yWL9dQ75m3^<Q0Q|$6T?a
z<X8i_&(xy;#;t^01I#Qvy8tvJPywJ&->}fjxqMk$gtTN1{Gr+Uh9$v6feWx5SmmoJ
z<a~qkmS-IbcTgR+L(h#Z2ad)r!ZASgN!f2<5x+ZJ6`v}O<_Ed1JpqTk!7G1?Q&2bE
zjPBU6V}yW@VGj|qS2Qn&L-Q>4_8DG(PUxSnpNkRKNJ#EL!?uE;jre79P9n=$Nli`A
zMpTGo3<M@0lM_})0@P$*p3lJgym_l}>Ex$kds_BRtR(XDe;jH34@X$iGQ->b2~=^n
S`L|Q>bM%m!Qp!Q2>;DTQic=T>

literal 155871
zcmb5W2UyQ<`#%0oh>G@-N|_CnB(${^X$vJS5e?c~+A0-FW?EFFp+Q>O3JpoxLrU61
zJHPXl@jTz-`2POK|JQLm$MZSR`~7;|_jO;_d7bBZ-9Z}a${Q#*QIbfc4Tn_}v`D1Y
z(j*f3k#%eFCs~`UBJh6)?G^RywQbJYI~iX#Cml7mx4md%fAPG@7Dw~TcIR!Z_X-{m
z+#|5%oV~rRow$&Y)xUorXmi;@sNordBtB%lt;z{I5=n3?@jo)>L>WgC8HsdQ;gF8=
z{h@Xzea7RhYscKat1;1%F}b}_9oqiWf4e0;!>OrqeN%eVIDgjHYeOsOLkpwMH8N5u
zg;wBihdB84u02w@*<swh;1lNJ)Xt%wqxo~$kmdGkyR#n-N(j~r?X5kieEHkEJMOe}
zzkhUPcO<rx@%;JmFz)gR{QbixuvYrde<qcf{O^A(!auz6*5mv4H{U;KxAw`g7$tpu
z)}G#8V+#ukCnqQSkv2Aug`a*tK0Y5>sW)z{=&cMJAE@6d>AA>S8zZB9`ZOo0xV4pi
zuf>PPq>;r%cY~L<WKYx|l)SL0rDb8ENY<e|e*C!oP%|CzDNmn16*SuT`=KLF=Gb&z
zH}YD_uJTX{Vf7AT*g2SG7{9^YHz1(2wwC5tjI?euCl^=P?5wk-^B8G)d3kJlT5;j$
zutUQ){F>hecCjrxcPj6kej6MdTzX@>8Z9epQo59c1pDE`hn*+Bu3ubQ8ZT!tdSugC
zC~gz;dmU6bu3x{Nq?dZPT4ewJ{SR_2Zh40_H|rmXk><E`=@N+)q;U1y`+M;xvn^GQ
z94UK$Z+}E&q@S<v>UR$$Sk!I{Dn8Xq&9dIl%X?VpP*_%$=<NJFkEp0l^SAHcgYY}t
zyLWH!_V!jedQ?$KX>HW*Q)`11R@vCtJec{jBS{CWT5~=*C;03L5gF_5@87vv%D~Vt
z!+G4KG4<5(UB^^aOX3uRZGSZF{`&2kNqwARbA~C!MJp?Z2G2-7-MVyRd1qJGIO9_P
z1NH;7%S$sxp+8Q&I2%ekm7behd36m{U7R9StmM|M<ow5<m&yEEBq!;=y1f0am=)h9
z<E_8rBV|{J_2rNF`>v7p*Cdjiot?mmOa<-%GSbG48^<Om<v*q9l9ArNecPOU;dYbN
z%y26U*4(G4NQQa$N#BUA%5l0+_0lsl8(w~>tJC0qL`K3^>#cJoUD4qye|F+UUBY1o
z(wfPTi|u*3y<$PXm%W-QzGn7-ZP%5tm)O@N?I+i(mlCviD?-?OwyQ;vNE^ANLo!S&
zOBx$>dUK}t=zZ^c<5N<WlzJ*xsWrz+cf`WP<m%y@JGz5~3Q45<Qf|!JkB=NmRE@On
z*!lad_#PhFA&<!AlyddmdF)|VeZ2Cz_3IB=TMLqkYig*T9#3mZ8fnmfCvW)X%^Tt^
z-Q6Ye0G6Lp{GJ=WjyvSD*7baC(kd=CHnx`zKcdF+jfy-KM>?}F9DjDYVAJ>S-&NGr
zD;`KV)n%Hic{piX&CSidwEuo%EdS+UwR`(6_z!-1+FKsXQdLt^ny7ZWuE@*F!|CSl
zcki(6E?FaRI-m8<ojc-buSJ<BcLiD0KJ5PT!lGmnF=gEU;lV&_u2A9pAiuu8{y>&g
z{HDRnzm`3WFKhDi^JBxAUlsZJt=Y8ST0qjvuKZTR&z^FsvWg1I+D_LWsU~6L6BG2D
zx3fRXD-b_s0$SSI)AUoj4Bo{H4{%4QboKT5EiWy^n^s;=&&pa&GTsw*Z@<l8K8?x!
z`}c(}HVZ#HmAi3aX0&p=w{rYPT9HXvAf51@J%?mvNqW!pV<#O$`FeZjCi_cz#T^Ed
z_FYW$T$+D*sn@?@+}zvU3!l+7G-NQeXTv7ZVnoNS>wk8n)Xv_Xk-2beYN~Ad$L9>2
zPU+Ae{KMsv*F?_MZArA+XW3X>7Q~>Lc3R4Prrqg)%fz;|G@JtOG?S^6m}aqZw4AT=
z@=_d*AntuDySux^M{kN{c}PuEGOXl}i0&+_R_51Eqk8j#Gh^NIp+9u8qbu)Co@5sM
zw#RePSwTsOGT7xvwD6(i!r|83-p@u}pOS=#NWOXVX3N6NKs~wF^4v}$UhMim>=}zq
z{`%FdJ0m_m{$yp<FXhC9gn|5HEp<Pq&CZ_Xk&rmGv-inmJ3BwwYXt>TM~;M8GBT|^
zMkKk5i%ZGOE*ct|=sS@e$9rz9UelQPqg+xzK;Vq2X}qS<Hu}RsVdq=2c!{rK5juUY
z@iA*WrMsD#*}5>Q%6&}Ao-%X2HLI+Qju~_0t#ii?o*8P+IQe%s*PY6>Rvd20R(s7Z
z9v@aNsdRmF5SDo`u_z__-aYaw=_#SlSwC6L4GmrF&d7@>C}E%>oj7sg&uZB;9a;$r
zg+6UX{dZfpZCg$1>gkF5=!!j+mws`meVtY}JB5bK(-IA=txZ$x1~)gi?(wCC8HahL
zqiSjlT3K>(a-!<lJbX5@9Xm}cW@Om*7XC_pHapuJc4=xrGt&Im@`6o<(KEGb+R-Is
zQc<fG#w$He(bpd33w;|O`m)!c$diLq_xLFLgC;8-Z<=HsK1sd(Zt{QMy7r#KIeAZY
znhO^$q)I1rNQ&*=ebm_?QI%<Vd}sWd8EN9{-bRlv9W(bnvV%BV3N=Rg&fbECc>`HT
z<%?$cTk?I)J@$kl7Y()M()du&C@sxTGgS*36^1bJ>unJdqCxm6<BU19<Y=yu{<_t5
z{rdHm91L7sLXtTzUVL<k$%-BRk%5GEq9Q;tW4(Q2WK2w2{KJ*v8nMH=BR{CDOrd^4
z!fAxneuToK>fO7>bDWi#j`H~$Cyd_7@3`4r6|wce<*)0Ir@Kc+Hfn2YD<~?iAI-*b
zIWyi<E>5G$rrT9oS}O0nnS&#>X%Bu%dN=K}{1aeRT*p@SNN3>d+nb6}ov-XFWu@x5
zj*{=U_;A1e(lPt^XF}h)zkTz+)LX&5Yu7rW?3$Tv%goF?bKyd;Uh2u%3!k5l{ruTf
z^WFu4)%fg$w)19s`c-$1=ncJmf{LCZStt-bdJGv4bv@XS{`=dTJNd#sCx(a9`rYDP
z$)9{i>JP+q&E{}YHhiShI)xW2ZE9kUR|;*oz-|)4H&&l@UK{bYb>~hBq%r5k*^Cl_
z9GmJ7ACxpS!pHIzgPHvY9=D_%Pus}C!h+niYS--8cO>D6%C-Wx<Id00KAW1FmS!Za
zylJ1#$&;G|Pv`4@m9DR^54?U|&rL8W^BndlNhewBypy~IUyBK6o=(PDJ6?YsK3)CW
z2exc^RJDXR51X2@M|E*?c5(Th?X`V-gi2k8sdBf=rL_JxJ`^Rs`*-ZvL0L(^ayH4<
zboz7{Y|x6FkZvoluBOyV&MK2J*Ht|APX0DtiHw9`VdkV*y?P5uc%LWUt2xK&-k5t=
zvA5-J3bS)QYd6sE@O<UDl$Xv}e{W)9BK`cw9o;Uu*6n;c_P>+6ef-NgDay#1Vr50`
zdgjTx?eSFZ_5*cf01gxy;Z1ulGzs|n`tBOKdFz(%E4%)lzM9)4$`0ABN+F0H9UaCz
zr%}O0R@Y~z9*8^Cy|6geJ?GTv@uV>zB!pVPFpqI&q@7$t`1%DT1plEOzY`8a`TJ4L
zr2N{+h<o?==eOQ`tNPk)yWa0FzuOyM2N);pGGUhQxwJ`BQ!`rFcvXIWe%HvzbwqJn
zo&yzLlSD#{zPq=dCMPFH{Jh)Z?6_*{*UpQ#1r4=c)dICB{J1af!1qwv<63&U@V1>h
zd!MEi%Jo)+YQ8voG$ApOTUc1b_<Y>?kB?)4c}^D6uY^#_xw!avrf+KmR9$LkS;g&>
z&fN(Mqd|o?efeQP_V=O#^Yrvw1%Bv$Jz7`_+z@{Ic0h5l?CP~^`G$@sYi$RfBH)Gi
z1&IR(URF)qx^;^_E#{)BsSg&;^zDu9B^TCFQffs<Gwou1vCq7kaS8!z_F%`#1H_Nj
z%KS<y7>!pB3%_$`JxZt4PZh79Ltn_1m6apS>4VCO3+hk*eGoFngz;xaMVvSv72iKT
zp<`zD2h3}3X(?%M=fG~r{aRk??&{KLG1OJ-tB%aL+^2e9#*34HwjZAy8=s%PppvNd
zGA}PqK49ZOXOY*dhYojE>iv{j`<xU>cE?SeRTX2hpoy|~?~V+c8`b!fluJH8T|oKh
zjCxJnDlQ}~8pD(WziKuK@82Jgo4Y^1pkUwg()aH-;Mi-r{kk!9N{c>dwPBw9A#BW4
z)7q8o*F6H{VOcw>Iq-A1wNGqJlWqg2q(1l9c!%3)tmANt>O$o0a!LF0fgSs||3*gU
zsGZK^J$}`hC6U`YbvpXzlFr!|L@O&AH?nd4E)F_f^V2`#%ts3s1b>cprezgKQb<!C
zx7AeSiD2DEZh}@LFgRGdc}G#%5a7SApl62tcP*Xg1}DrPB)*DPK2cswvGQ<q-4&ti
ze7T>~jJVogJF#qV|JvVwyXLKIO-YKNv9YnDpwzuPcakrAQ)gV+pph5sa!Z%mUE_`g
zws&!Hv0-Fw#GCPgV-+EzULt4Re`%kmtC>Cb@p0%t+3ld9pmj7fpWkXF`FoBY&(byg
zs+(0Vnf3R3BO+>QY8c+no@>v`7Pj%_a~f%@KipMXSB>ulLTEbGo~QpVKCbKQ<KOSA
zGy?1eK&N-233chffdh|_MfqxKCMCJdHnYxdSy?!d%O<4;M~)mJAT^1WW8^YGdBJqB
z3d?`}1Me`raA`%wTGCk4DVyZB{;BUDt3G^aI{rB@tK!e1L_{#$>x@5oPpqUDIX1a%
z=fQ()$aEjoil&ln51!JM5xMg$>$S3Y+1sPP!E%Vcwe|A>Tc){UWo-Nz8=JJtg5gEK
zme~tjryEXjO~(odSg85G`TOy7RFsr*N=p9KnN6vusKRy&2-Kw+$;>V+@DDqUbsYjC
ze{8Uu{8Ys47uyv#56Z2qfLU3Y|0|?({@tb$Kx2^${s95KXa~ec?@2QWT09-BY;4S0
zd8mKi!f>y-5kNXBDvGid(Xw+B<Lts{kweFR9>X(#8q2D{AanOB8av*v0|S95&`E8-
z0OQ4nSt6bbkNw6WW(g=;w*4PCBF!fl?p3o(I;U3;@3-kF3uY0rZ^CE&?Om%>+6&xR
z4jw$nS5vl%i=1L3W9sNwcd7VymI%Q;|2_<Ffm0}I*{EWEg2<pKQjz9;=O2c(wHefN
zp#ZkDZ{_H@obzYfRWF)+M0zWEcVzKL&!a;=wgB0Q!@m|MX|%Mo&RAGHc_BSmQx_|*
zSmW;QE`0VKYpH|()HQFK-v?={!${k~$kuZISB#rP&(TH+oQTUJy3GI@u8Kgqt@aHv
z9xX2{Xi(#IqYiJQC!g`33X(Vc-2;SZsHm*F>f@sum5pLuW!jo`o*eyWq<PJ4A!Sd`
z!ltE<`}gkMThEoT-7VSuZ>L_h?t!F>R@O6g3yPc<OiXz4^3=|p*|KWYs;oiw|5^uM
zEYa?hSyzIC)iNr*etxltGsk)gvYhzua264{LycDrtIq5waC@q&{Nn6;VPfyifk_!3
z$oN*({R?c7{nl-=CMI#!A`awSBw@Fo7wa?8+}zGOrQrH6?jq>eznPeu`w>BHcnn=y
z{nO(@^<rgFHQPnD{iPj3LiD@h(c_?B<kK`%H1}{{7|yMF|6aG{;mw;q4nLY=k?oy-
zq~@l(&s~mO_^wTae%O&6d(RoE6unb@P5yi5%ntDK@)G@4b><CfJKjdLWuO!^%^whZ
zrxeB+DziK*ug@dK%ex-wxExf1@6t%yE1#sKUC#_&WtI(JupFq1jWd^)mS)|1HssB`
z-2A`XK{q$k>81FBe}3w_cF+7a`t@gPABK{VuT2u@EO6WZ?*01=t5z{^61@+cIt~Hs
zG<g2_oK}h7p`oG*rk^>);P!LK8*M|iNRWa_xOBL&Z4%W=HjJRd3iS*QUOW5#?s*-H
zBG09|JckSQ6P;eaIDY>8d9LkcM)e~K6474(f5iXXXMFbTj(P3q2Xaj0<bN`=l7eSo
zQ2yxx*Yo$kZ;4Pz$D=g2wg!*feE9JCyLaz+ess5ON}!?s!vwJfVK0f+m#;?jPN)3o
zkB^Vi(bAGmojMiz1BZ0V`(G$u>MACy7qP<bBHSr9OSv*OH8pMGh`D|Hi33+)N7>(F
zA2B=q*+|#grXgW{ie75UO)+t&k&w~=n%mAN46d+oC2;-wYVSvnwzR#xByau&X(8=n
z4v@|Dn>&xiA+v55zm9)OWAGtr<uFvO3p95lT?q>d`_THMF_{6!V*Kk{24H4xZf-K9
zdKERb(p$XRI-I2;Gz}DgLy7Mt4)x;l!YE%2fVFR)!;is4Lk0#0^v5M1KWaBeMMiGl
zG<&9k;`_hVV`@v*elj-ri9gbOzUt?$Ye7M?AyoeFW)Xmj2sC2HRsjk5O#4j*|5=(i
zN^A6pe7S0gTJE#m0c(fVG|AS;pLM6^5ZB3iS6NA6S`o5GAHn(eu%r~zGcYLL&hQv5
znCa^3I#ai-vW>o81iv!$<pl-ECcc_$gIgnI{w|d68N|yWJ-w)E5qTOrGRmuzK&*T(
zB&hF<WB=Fg-RrqsZ0+BrO1fGNLIE{KHwx!ugOuA(QQI)e!1t4HbPZLw{yoAY$Dw9#
zz^F)bU?0Kk^^)Z+eJO(fi3?rX^XJdc{%o~TtWh(KR^vYF9?tzYiRzH0>SwGHGAh(L
z@pI($D3<bLvD7@*|M(|w^4;g?WfsSLszpE-;pL1gDA?%##wgP})R^#x51(faP1edN
zqx;&>wpH=n>=yZ+7AXaVK3N5Y)mN`xML*?@7CYg|lhTrsRY0D$c6L4i0TjrkBnpav
zh7mrTn#ed%hytf_sEd|<-mAX6bLUPFZ=Z_`v?@YqerJ{HB&4<;9KTAOqtN4Nr;{Cy
zWLthBco_nCV*!+=2R}`>sUd0e@tcXT5wyxP!`FKDF>9!pi_vdfDbNaK<1$krb|i8S
zQG7z!_Sym`(sM0L^r;c=8nBT=4%nNGfC4G9nJ->sSbpLo+DmYRphoCKcA|`hM@9LA
zo2>6;7rPjEOnR<NqkT91Ug@fEVqf^=Jr~E733_n<{^L(wj~qSP-Pe~Ge;V(od14H#
z<QW{!O<YB1-)}-4{*kVHm!W3%?-`8~G5Ow*NNm_jCHWoU4C?CY!u$3qqIEJcHKp6M
z=^9#IzcWEkp6pD}N{-D_N2+vnL`6%z$_cv5KQ}jbqgw(;MhMMD2W}6dMki6fbROqH
zdP~h}@95wJjI9KZqmg=YUwto%&m{mHgM4SY%Ih5R?RgH<UktH?BI#(N&)MI9_39u&
z*AmRbOXU_`DmJcHuU^HS$e|BX$O_Y0MtxTjIvy2p{P3N`_6-eWP89snccN-_^ZMW2
ziMJ1kM}IgAYDoh{$0RH_GgA&<Qjf;XeQEmh{2<ZUL|#SiI)gvnF8u+Wr`OUni|h1Y
zV!-M1PXx^V*W(vI!^g|;!0Ui^OZyg%1EZ}Roa#-9?V<F+*RNLqE<H_u|K$r?Wf)fg
z$|CRdHRPV^Yx^!V-Ev+|Tf1S?na|G+&wa^EeCV3^ATxYC!=je6p2>O}ebAfvL-Uo$
zf113n-DU(QCMTJ4LOCR&4iP9o4mcsg&h27zIvGwa*fih7#O=?XJtNvHu%pE#B_&s+
zcHhD0{pTz%8tvfWGfz%VR&BLxOwy#3;^yIr%ly_K<E5mkdaXJWMKJPC-+8qZyk_{g
z@L;jBy86Zs_YeADf3^w;P>+v~r@wgN^ZK;}k$Ve07E0c{IV5CdVP@6^{_KF;Pf&}_
z-U$iYfMbhGOUbcy@}nIEYWX}wgJnC^yr-?ugFPc71H^?dxGxQ$2`OW9^TgYrnC?CW
z72A+A*<ag>vn%A+p(8-WEKpqHM@2@$S}A~!{O(vqLbBaK{a|8z{0+K}8guq}t%nQh
z3Kctneh_MUC%z30g@nm0H>Yzn#Ny=-Rg|71=R)5BqO}yS!IV>3S-DkOnv;f8@(PG#
zcMp&HLJzkGIZIt{$O&dN?R0@wGbam6z{{5h&<mDyc5>m_mC$kqr>2dO@7c0Nme){P
zTznIbFG6-L8XZ5Iq9x{|cSY;J|KR2s7QN6!{r>L0(gL>`Un?TP0%5Z);`EA`0B<Rp
znI%+bqC4E&)YNBV{X&jNPJA&nT<3Vj#F+7bELS<vYMnlP8l9YsxZ}_|H8nMoteo7c
zZyz266J+VLVWf7PX39e}I4N1@KduEuru?HR)sN;%Rh7zb86c}_{_^F^W2l(DpzY=A
z;xG4A4>YB+ucc<al4I3Md4dyZmPj^Zv*V@@3OIQh9tH)i7qe<fxYb8AvxG`QU<*J*
zBunnqDpX!bGpfm-ak3MRA=Q<?yR%m}3hZ9@i(2Wuwqf>a0%LE88X5m?mf*Av3^tRB
zKYe0ChEzfr_)Q=x1WsnH17jfvCY<2!IV2p5o0{~VIwFzpvFVURIwmI#Hl<R@$jH2W
z^=kbB%CIq_Z{5a?O2{<dYGcBnSOj?rU;L7}#%Z);jmB8t`G$nUtRiNCCCez*`WYr`
zK;;CY$;H!A;NVFF6fDXh0o<P%K201=Tc=$`qu)1jh<71lm;0_~An?EO0y_Fja}(zE
zz1KM;{1Mih;)3y>W?K;N1bZ-`D#&C^Z=Vq>h|Tg4&MU5r<Uj5!>y1Q2AaBvajyG?}
zJUu;GWjrN$wr-8Me?P?VwWD!~@A{M39<yV{+`8{SeArkMwcF>#ix(x**4EbgITzWa
zmuF2A5)u#?tCYhy%Zt6qBM04<=Jzen{}Ae)n;q}feXeK-9zww2C9U=o^>Q#oP_Y6K
zRwg*RCkq~4D|y$LU?AwN%5?0Wn3e6qPpif8O0MX=78@VRc%2^FV^c64wJf28H(7f#
zCMIl;X~h;vNdxm&I(&X<X=&bWiEc#fiR8r!Qf%Bz%Q^G?qjF!uRoOQb)zN!Qef!Z%
zG>Ome>ih{<7I~G^@BV`aOsiNYD&M|F=0<RlNI(>`T|P7ltz!H3l_Sjj`iWF2qZ3#i
z4h`>OOV;|-li4K$_3@u5T|rOqnS~G~XYMCLj(U^mI#f3L_Wq(@OG1`S&(0U0{!T$u
ztPsB5tq_e6C-e_z5Q0@puN{Z4eR_I)tCSQ6q@b5}{Tol_Tujz%C4j;#kG6qj9vBPH
zxjq(>EIOOhh3-L+Qh0|Z!Nhl83TEDY#@hO{*#n#?Ab&aFS}>27P@6<;I`R{Q`~vNV
zsw4SXrCdcHO1bI9_1fPVrekFEZOygWx?{&$FjTe<4t^+XE!h`#x*BWIqjg~sG?2Bm
z6$Zy-4AwKZ!<7mNz%gPvz|XI{AyEws#~NUF5Rlh_mcMT+KzGH0Bp`q8+%A;M?x7*-
zW5;Su77{jkJg5a!B61><iLJf8Lg=P_b!aFas9ReEid9d}aq~0;+`7d`L^GCxg`;B?
z<1;1QhsQ5RR1zQr6l+_Nmr+$X-t6j=Cl(P4r}Xt7ftw`~)0L}Kd`HQ-CdgPI2!J7Z
zRkdVjV4zXp>X7d|zKTS|OJcFIoZQv1=1-rpo28@g-YqFFUxO`@iveulGo+y5EDPZB
z+~qFDlnF@>EpPpkV_c%=8&;2ujHG90GZm=RDPTRDo*M?Eas)m8sF$p@23Vr>xRJ*i
zbR;}Kw6pCmdU{F&c>4h~Cf|=NM2n{X+Hv>%%xGHr5;8bKZSC@0KUbnD_zhv>lGOr6
zg_|869R~{y2$CIAYPxm1cv)H5uE^J~Uz>L1yF`ngr$=pUnI4>Xua<BeVtst{o<B|y
zZ{(NOR#VWE`k7{jgKi(%Z^quYv`9<$T}?}i9`$>>dq3^RmzPWzXNrF9(@2{NBY>CE
zzD7mq-Z(s!rH6NtQBh%aubS#I&#^*vtClFEyqs+;{eGyVs_xWu-#;Kt?14s=_^1->
zI2|YFbucN$RpH#wm3$#etNRc|MHZE!`^OLd`R$A(6B83*yKhIbE__xu4}Y`^*^*WG
z4C(B<Xzn~lBgE?3jhh1@AL}-M8yyWpAxWloC9QF~iZtwtEJS%z@hLxo9w)vc-(^z4
zs1^log-@O7a8v!Y-(<=~8koihg4)wXEgC{6)h}?}*OF@!HZX85dr;K=&jNhp@><lq
zSXbK8vWd`{E?&Gy-N?UW3gCQ0)7+i$tT<`VTm@eoL&@Zjp|{Bjgy*`j__(-hsmDMa
ziizntKR>!9ATSFA@7UX&F}rpvzrNI~bmXq+;WVqxd>00gL2_u((^Ij^te_*HC#+7^
zxi&UtyIIm%L*Mut_L(R?&y9+n|5W_^B*ya^1VA#Pl>1A2%oAk-I>-UXp=jD>LbXgd
ze6ucDdnXdt8Du(iNPfY=RQ}X#SFzJ24Gr`(T+(GYaXX$>JA7~0PE-}N^|}k$1l@4J
z?i)4f5%^%|UrRHZ@k$%EZQtI#I5!DVB#?IKfb-ZE@G0q#*|a2L2w}RXJeVm5(Yv9e
zqr>*nr9<}iqJ#hpE`%VVSoc}#1PQTDw=22G$S5exI}SD`^VGb5|9%{uWjqer+QA58
z;a(r=x6o^`{w1d1ceAfwx_p_Q^GQO&xi&{Fts5U&t(()i)gMZ(e{_Zw$XPvN(!K4K
z9U)#QHXT;*M_;_<nXvA;seyV|8dq@KrXUDPZfl^SoSmC91{t6#4<w|2C6s-?N%bw>
z@V92pvt!(kkHuWapD?$oJ3Al9v2LeChq5@=AA@`wAm?H%g^qWvMmUEEC=-J``}M%c
zV*pJ^W0C%u@9rOD04-XHnnEHWsw$9SG?TRwO%@o@8iB}`=ZQE|evN5%@M#)jW*>3F
zkPv$dW;z%|dI-dW2&CcioQ<s(pLUVvlJN`yi%C^$b@5`l+l+Po<Od1L1z;d5!YF|+
zMeD07s_b9bx@)vQAh3$|t4(-eG7b-s3GhG`#hh$wS91SgniuH9vF3&btyI&mGdE=l
z1+v-!&$?F$q91pg8DUCQ+i}wvV283*^)8RPLSDRO_G4b{#{&iJepD<x+qNk<7a}$Z
zYKO01J6vU3w4{rO-g5)qi>>)CFG|Ku0HT41{n4B8t&yVin0ULBl0j-=VF8YWRRrmb
z&f@vyWkNXu%20HE2+IZBB22AZU0y6&C?+KUTsj-++`$vk($YQ>X8Q&;ceg9u<J!rC
zP+0sz9s$<u@<<jEMW*P^zxDO1W~bGynMrvCvvnrkVFXe<{@frr{16Q|3p0J_%OGi)
zIq%&`zCFYfb7=gms_WsZFow^%t?)i*&&p+(*Dw>is>;PoAe{6w-nIc*N#a3O!X1kq
zt2KsvYg$xc2Y^w;uOA@{jYTe_(gR+TbB#%KSFQ?$4w|`>icy?{3-oUqiEZ9B>u&Jc
z(JG=c%chePwiU*QMz1a_rY@7#*zNR~e7|3D<RhFNL@!hVBp%ZX9HP4LebQY?S-E$#
z=oj<DnbA%zgpFWk2Tm6u_m$_^B#BiopjL_aK6@rme=rn$%jwt`jnU(W{B<sQ-P8#$
zD%EKe(VX~7&OCV5GKq()tj@d@kcLUm?JbTwDBL~nv$n)JCQc+magRyaI>Nj|S`pOr
z1xJ;2Ty+e;-m;&lyCH5r5MDx?3!UVt!+ixFZ*Vtb`L=<Eml{u4r=iGD*1Am(`oROi
z;$}dA;!2a7CsRbgN|@YUUVCLd!;W1B7derZ&U1M@tR=!=F;&B9oz7u@)$gxECp<j^
z1E~*PoUkETE=dX060cwerFhPKsPVmHc;~Tu=3`Tza#B-w6Gaaoc3o>vPmk@lcWj%b
z-B|&P6;TgCh7oD<5t0mL<)Hk@lXvxG6e?tOyELWCjkrF<$fVVI0^T%A>q*=7f&eXF
zetsAH_nLh=mz<nftd!e(zwUf5aDB1vZk!I77Mv5Nheod*kFGp14l8BYQAhz`II{<J
zXQtWW{ycST(wr2ZYnRVTS!0@o3x|bs=eBK04oBSG^T+f*IomnBO)HN3k;B2kL2w8J
zwc#;8bqI{bmPl3O^XJzCC*<Q`H|M+T_20n$IDH;wrr@<{3C<3KjozuLsTFvQN3g!A
zwu)VBzJfy?<=oSamo|ndrT@~_IAQ^3^^|klqeJA`B3zVj)0DQOVqhzHW}Gfx)_S_U
z|M(D?7VW1p6P1aNAE!8kBqyH_I$H)H_G(ODS1(Aq_KCY2lCiFYd~JQb<}j7HN3Lc^
zEe%}+H!zD_pCbhYMQWkjEedn)-mM@rrULHlWD3?y9qj4u=9UB;)%(FZ*Eos#bMBL4
zHwT|bc6*N1DVQ^Isyx05G51wgF+>;xV^I=bjh5w)$7GDr<)eRCmj{fg6uRln+qdhr
zk{RK=Q8|405R~nQk}g+)gI3xFaE)Xnpm_ew_mGvS!r<jfy?ptY0~1SeHYEF`(?_q@
z)YcxqP^22kmwaDGJH*}g0FW%IK4s}fq{+UR8X>FaL~5z0IxnB|=fwie-C5<s^#poL
z!^r|-<pZuo&CSm4datO|cN-P~AY)$1jqBF~3o$JD@lSymj;y?W%e_mkP+dODa2MPl
z#&U{tqSl6#>(}#+`|XOzU<1T}edXEZkw83VFPi%bw3`NT;=$}Ed5WIp<W%>jXl&<r
zK6_S7)zUIWu1h|qU)%FsK+Y0#{OF&9ygEbn+2V%QYpTR!$s7I?E?ZU)B@gXMDOLu`
zGq$$A4ww(lxCd?>#m7<>78YBfGdc^(gee_<%f*gLf(I!5^5um6FErDBG$nw_YP~sB
zhK24YRMzLdcmaZ(BkQ>~6FWQmX?^-+WAGrX2QMd7!;({<X<oxq(-%PA{N>AerbmsU
z@$sUO_J=3-_eVP0?RtnvS+q#{pO0LO{(-ubP&k?PC%f-W`DG3e0*!@IUL7*UHEMT=
zrl()ln88gbBqS8t3IS9c>l=hLM^3uVB||Vu*G7bj>`kEG_(q-*Mf9e7EI4+*%FT5O
z(kcv6nSo7<XwQb)U$YRk0LV-<r4mF3A<q|>YF6Q0XQ>C<UhTcU`Cy!;Tc0k35>R%Z
zmWP5vLzy^PKHS@O46D8TD>LEgQq|0B(Z3b3%s&q>LM1oE^0GFG6;jj~YzCy**jT=q
zns@KY(6amXLwOQ#)IV~#<>$=I@#uV=({NE>XW}Og99;sYRfOdXn7;y?`vt?Dbl)o|
zxZJNG(0h<#h<+1po%MKcoz#;|z}KMf{LlyjSlxwX%$uB|<nw11bXqHBNkChiLZ()A
zm@a%PCrUd){1AWN<TV4_w^W1RPBy?x6c&Jo$PQrMjvOQ9<@c|+M~}yb+`M)}n$@r?
z9vfV8WC_w)^u7zsaPKhwJPcbQz|T0?P12gDZ$eo2$eDY<95B#P@Oo^kOz_e@0u-m{
zK3zq+ar5RLpy$LObzsr4_xn4yK(3TMl;u=>g)GitEd>St>U|xI3=BRXQ@hfNmRD&A
z>kY#mprzmKA6V^AfJM9$I)q{X8sZB9t&lZX;Ghc(3VH+lGY;<7^h>5WtF-$85D!ls
zm!w>$XgOuPmJNETZ%zn+>q%WgN6+*jEF~zOIKsE>-lJk6^)-sCOP@;5`n`WDoghaP
zSfqsgi5Nr=Ynh}Ld(iINnTfA&ozc?A#l;b=4U8ghpy;EH!`H_wvUe{TqXJL=`+HAr
zn(MuP_b%PGTh1MoyQ-?H7(~z>%f?+<7r)R83JT(J4?%2$>5GgpB<wViYVYhoUTJ>q
zB=mEnoeB+R<J03bu%{9IEztp^A6n1P3HtwC^d53}1)JuxX*K8eLS)lFb&ATV65NQ}
zP}{2)x7^J2;p!@fSRBkz``TsltRIz-?j5Ij$rzC5K7goWGiN5hy$7t<$f%4olQa06
zkqcofy%xn*s=-3=^K6C{6dLKb+OcsOu+fp$XqKb1CBz))#`IS?@n|KmlN=vXUB8|1
z*%4hHx=0db)Ad5f;Y~O$SJB{7v0Oq0FQ4eE(F8`x{&D@<HPC-7w%}0U0-*%%XS~V@
zTvUpGQ4e3^g92tAJ|n*4&qGj^*4H`>w<HQD95eKbiRh~b{DqJ=!87ABKb2e}4F=H{
zG<1U}-V6i`rO{V>S_tBk=|nADmqZEAZvEu+r(-&$DL;zZpKwZvZI(nCb=$DWQ|j!8
z`$0H|amen3OCmmgD_oEv(DzKB(zu?OL)Wrnw(qu)u*0AZvD09DzkT~=>*(lz`!>sC
z^#|8>pUPo8IBppWyt5K?Vi#HOik@EuPqO~WlO<@*I5{~7TC({Gq7QD<LD4Jn3Vk2Z
zyVRqgcF&=w@A~m07_Bf*nA+jPZ$MYn6}UM;@KCBPXbdZ%dIk*Mi{^@cRq4b?M*$Vg
zzJ8H1Q9?$7u9pB$U%}by7o@KY(;i??O4|&oLK%P|)9EMTQ-2$rZDJY8a1{=LqiAC<
z{oNvNbl^3!w%&-3i*%Z3?ECiZaXrU2q*m-F3n26J3M=w8X|X7>e3dZ_bOmoghJjF$
zg=j&?!4XP`DA;TW6S6VV9)#@p^5x6ova;21Mz7njp&Y?!J3XjtW^PV)MK9(~;#-0@
zMr(qe(T_BVHVdeP1}C={kw7?&!94kz`qOY-r;%CI$Wr%scnm+V4X@sN_8p0o@c6L_
z(gU)I#Qe|UU@$vdLDk}&-#|1bBSE!NaC8(SFj&*U`oFt<Q@<i$549ax89CPq!8ZuX
zJp#usi4Gm>b#8fo!jnRxEEFB-EaHMYRp_U))$x~nM}IAidW|p6*%5Aaye<FblJ_w0
zcIS3_^5@{eYJpJ+rdcgYfG+33K|3Y$;sTe+Z&-2)z$?9r_xvx$=f`mI@ObR`#$-qu
zr<TM?k{0f~8CbQ>#o4(F58n*gw<X7lDo8==>oPd7O3)=}JFcL=WlOr9XJKU(ia00C
z+2~z0Uxk60Z%Q)?L!~H&LWzFdMH*5@$X4a+Nd{UhyHtW6!b}A!hzPpu`3nQT%Y6gI
z3bje-l@GrHepmb44^rKQh6{jSnzRKAsGFk0+s8?#d6=+r;Y7;;8WF~P6O&aiX*Q<l
zQlS%7LdU1}I#~QR<aA(PZc$N2Q2n--FN2!e3Blmmv?T4kcnrY+Bbk94>4G-{SnUxK
zP<l>IQ%aG)b-X08AclCq4c2WhW3xQoTwN0_<K@XaRh16j#2dsbpVcUsaiYNHI+~i8
z_{z?L0O=kWNXpGg8tT$u;o-UZ;>BK65&f2S;a%XCr-r_03pxDw;huwRibL4wQt<DK
z;Oh~NTH$r&dx&2pe#i+cp}l=pwTLO(V9CKhDjM-OB9B0@*TWHnT5TWpN2cW=r)U4R
ziuKrU<o#D$WeacC%7L^F7{1@uMs=ku9C*bGc8!iMf{bmU>@jJt^g8FUF0zfBl7T4G
zJctxPPh|UZ9r*|SH*!!CLjl?Uya8k|w6JOuUs7QOim4g)4)n6Hg<XLJy#+WEbf^MY
z$(F41rGF%IO_%M=cs<0{S$EbKNGXJv@%;JoXlW1eleyL#AUQwk`XvJ&C%#qO>gK-}
z!cyQjo<f}=@Nu|mBH`ReYJaR@ZD~n(2)^eVs#~jqpaDxR`wmKXKt>B{5qybbA0$S1
zt&y4v`fKP~d*jZXAn;L<=KhO3`YmN5(jmLYxNp9th06_9sv8DS=cxfYfP?UR_ozr?
z6B8xq81|(|z}^Y>*_%IxIH;RIf<*a5!cgig^uU`xDm|{9Ma+3XDI|?SqTDJexfy5u
z5QtW=iBR~CPK~s)LxcV3()w>>R6x98<#eMyJvVGEF5s0i!IFwL_94IM=R5B~S#~(>
z1WE-yura`GzhS5Vfni|;SJE{)N@HYXgx2|V|L{{dJH0U^Kq9zcG3&NKfZ^ChJo_x<
ztMPheE@OBQ#I5fA_1#c^MSkYXy%!zLs!MF6EWr2atDHC@*pEEgDUcO-dBW>QsF5fM
zt4Q?p^ukUf25tE++Wj6H+oh#XJLemhu6+q26fM^Q&&30%{=vT%`(;R1U^^klyVsv@
zMGhl^l}Cg&qgWYd5_UJ^u8v!rXWbXWP_-nbr0RbUZ}cFoHRsyIR7}Ij$1Nzhk<<l?
z2ohzyb$gzi3use9rorjt25KVkF60sTe4kEV;8g`pQ!<JCz=?vrhIBweqPI6pM(Ofp
zk&T-VTmjySM|TuQmU-i!e@GU_p!w*}j|5Ou>d=)9bri587Aae~q}`J)Jpd^}ATlx%
zY9<KW^&r~f)5Cmx$gvH=zdiIkfPVx+g=}+cu(i-b!gFc*c<6j4?ED7~9$a7BNA3oP
zBHdNa38Ytl<iIU>C5%{{t9#_FWL5Of07dQV9k%M-ED7TRx2|%wi2of0Q9TqUhZ6`_
z1>HkDl)ic0Tet(n#Kbl&0Z94fp(y%R0!Qe45yH{bKXHPL1b#npq(+c=@1N18KObFJ
z0MjfCu4>L5X+}jnGoz^LdTFOaVHhSV*@p)bgxp&qjl5h2!?r_%3~C&{10F@H$&e%y
zV`Fc$F%Jq^fI)sAGSZhXU!0d0Um+(^A^XVBpcDx`y8+YF8fXbTGr8&M1o7<GkC7kO
z;TRo0rf-{E<|Y!WJura*L5iA$0#SeBKc_%eUq5<)#qH0hef6<KkFR;bqz)nRRPwZu
z>lB7?W&w{QqM{z_cmjZtu7rke*d%r_>4oEp7l8;cQiic0RCjwp|7)s4Y6tg9i?Tp0
zl+<$?3Fp&ISr-PQxkJa3{RImnuagX3i2%@NT>K(}8ck^qTURk?X)+S9_e=HT2YWXE
zu^Fx1!aSRFx*$(DHa>%vebA&TBn)ejxLxlPcckic9s4lTMmjRes4Crn#T0&6vBXC|
z-a}hPgo$YdHQ|dz(@BJV#ElzQk*-Mu5OEMoQ{n#W-l4w2aBun8iK^MUsha6KdoAqS
z7}~>WdKmY)BuUOKiLPIDo|tNa|C-%#q%8=93uwjF%*@P0YPv#3PB1TtOve9le3A)|
zjmv<Mh>v^whsvAL?L_%?z8@KxI4K>Jj8`w5?V<9?CbazD1>n!Gm_inU&-})lmXG`A
z4(<WK|0Mp{mWfq%Ng!e(@NYhr0^_WB?pzW!pW6MFUkD99|5FhOqktV>je_&Ouum-L
zCfJSdc>c#wnP366JI<*)bkCS3vxqd`CSr`@5_F!Em1UKcRAIwIL-rj{GOzyobOw|!
z68gP;XO30-Lo(N_cXoD$01zMlNgUP!C1(TB=nrO+pRE*EBC|*_P`M)s!EIWB1nTjJ
zjS;0%=7|XWnei+IKF_fOSTxv4n?DmtG_vxz=-&kVoo%O>t`43IHIDD(x87bKD3h$u
zgz^Z><p1#X?;*yF^1J}p;Mwu*hpkXpVZYj%zh)oTisAsCj3d6N05~{ctOp8c{u$up
zv(hf$Fr(a;0XLD6$jHbP*GdEU{g-Q>Eg>e++wPBH?K>Me*ELipQt1Y#J$v^uEb-cu
z8c-6BX6MZy=<{x9ptS=2-yz9$!1l~5kN1OwkA?VA34^s~#Zbw1p({Q~=!?M@MLQ00
zds*~NWTgM^=C`EFW8XHIVu)4cX^6iqWJC=3nBU1*D}Akc7EC`{js0hARBHjt=vY{u
zq#yMR`T`?~DPfea+znqo5Ru-A{{KHtd&*TBcp@JVc^i#%zx)LW5ts#<QptM9dOLH?
zwGXqxjjNxS8|&UqPfzE${SaNL&Yj)cnrw*l@dgNBtlg=Tm==RfBTv{r$;p|1KGjL4
zCu|fcy8Q2rWDovxWpW~)AM10(3&0M-`f|Uy{E28BlGH(-G*E5&XsOg=q(lE$OCSJ2
zQuHINC2-UM(Xqc@_=m8h=&9Uct9Vx|#Vb)QSD}1D|C2dRwd>Q?wzkb+y@`pFQ|x{J
ziHx%10GOi2HD6w((seiZ<oA1@juHEG^{P%3n_XA@ipAxOb8ukNX8f(Jh6XKm0J?Pu
zk~FL)a3(OLPaGQ?lLfgGa`rxqL7Fafn>PzQdo;eobmPi76yaPkZfOEzm!TG3M_0{G
z_(y(3LxGMpuZe<?Lr!=?feL=Sx{Xw>!?=<%R|77K+1gZJCmxbn&w;yi#S|6t%4Ko~
z0dwIviJEOjG!Ro7MArjK{R5FaG<k9Kh+bbSxe-TiWi=E}fAV7_Jajt#ix`E%Wa{qA
zR*nvYo?BC+rd&XT*3nBQ+MoU`ogcLi&i?<SvFnLury@Rwj~|66?Xm<pSC2OhGEQE_
zFLQiU7i6?(DYu*kM<g3!fEBe!9>lUjSS{EqAWz%z9>vWPj?_pqpDdhUE?3zAlGXX=
z&>bW-8h6Hhjebw_!k@3a#ahI=^7j!XAdWGJE3v?v<(xLK_X2*zK{%Y9|B*KR=_v6u
zgwwNrXbnDrNQ-~ABNJ$I5sf2dD=Z6_7H2P^;k>1lMx4}BCX;R`+-x3>I|!bptkVhr
zmKI(TMHrt;axnHOGJuM!^C4)BG?LH7DYZlqsCxvMwNZ6`UX(Zdl<cwPV$1e|)e~8#
zKFQxo<v(MsyXeVVFKhkSbN<XQwSEh8kx|QqEfU!S9-D)?)@n5+KISW`K$~+*?ile1
zw-00_zr?l^BQtq79xCwcneWn3EGed_zt<%C*{EH6G-XE7<ATu^UIQ7Av4hl&BL<6}
zZk4NQg$AC`_<SbcEzRdy#9((tLL#`s;?NE2d7WznR>~R%Q82qWS*sSiU!j~pM})tm
zd+r{aTEZQ`x%H(TgzyP1t6`Xy?tG})muviR&JhI2?ny{=Xe_B4Xc}aQBB^=;-nhDF
zC-(XU$D?B=gbZrW#Ucb{4~(RwD_}snYlMmfJ}ql}DV|wF7ikWZQ-MOM6NQ>1CL;Zh
zFUFwD7LP5zgZtK<=xD-eIPm4gP7x6i-(k$nz5x_k;km5aH-Qd9r$JfS0+`>>&`@V6
z_7dM{(p}<5x&n@Jf=ZCAYvF2OwOGbQ8q&FztYk7bEwM;!J6urFcgFcM_H_Lcq0?j|
zT*Soo6XQlOUT?iv<US{Y5j+9cHtcU*u8onreFSzwwF{ydU#`T#gXk*SahTk2J}B6T
zs8-NXB79Z3Hk}p3vA(<S)4i<e)ZC5+n<vB;ZiVKd`>Fs&!p%zFnGuA?ENQPahzWv4
zx-adq34j|NL%@Rv9Bu9G^{?zKFdM{zk!IKP5@^(Rs^2e03dJ}c6~t)(R5F72fj;g!
zGm?6%;q-l&DL2b_ZbpVHg?$R%&b8=bkwYJ0AJ26bO1b_VT8|mUg8Usk4F+)NLHxZI
z<F(9&&RXjSD_VQFr@p_kK)Oj-j}`!!nY!&}CW07#2liP^uLQ)zaABk>C0z<lC)yjL
z4aI~yYzx7lU4CQ@L-HWT1yyfyl$VziodICw*vw2Nwx2M)nf$2v@Sy_oJ;BT+-kCNR
zVME(Qusy^KG5q&LhuPt|VD+F7P;bz1>64Yw(SoIlwF6EEPdT`!>lW2~Nr?~Rs<XnO
z(eO8Tb$JaasS0ejs{MVz7g9*lggpgR*A`S_bO~@+C=fQFd|}>N^lq0x7)iSQJTfae
z0@F4W!7X{eP)7*gPGI0Vn5v555`fT-DB(SsbuRYBr4q>B2b@MW%gM{rv9nV_s(_QV
zXE?XBY4F!pOv)4X9C(9I7kTbpy&&N*xcd0<eKPD>XR7Rycs-T`VFc{K%3wUu9~~5!
zA#ZSo6K7Xzu0eCj?;G&+bnLOuox7{~SGZ8~uC2ele9CaaUAfBU2HW0sR0M9=b>Z<<
z(9>i7)7cS&b?`_v9Bw5>!EvR4tE>2xtLq)`&}78$A{Ibcm=>0!h=>UMbveXxf*Gx!
z$0F?UT6V|EDK?+Q&=OpvgpC5;YHV*Mlv^?qDr)q88%}0HgFx6@zJJ}Pdtgvt|5KZd
zmTOg}-m3pHx_ZsL*I-QBn?ur>7Fs?x0+=zU6&{+|vF?G7PiP2o64x$Z4sFn0Y7QVA
z)@5c$stg4Oo@ymh5~hH(!g)#{<G5*9TsAt5GOymSd-v{3ebr3atM-DJs(@YGuU}?q
zisA8*J3NxdBPka_m(??N<2>^S2pn-PJo9Fi-&-NLu!-qAKp7K^7vqR&9O$U5ROTKd
zZahGWGDg2Y3n7b^ot=OF<k0Z&o=ZInFgn7olsLd5*s%Z35r53?pMlX3RJo>j1!w|5
z9l}VWdTYlL0O-4iQtV#8miB|Ezg4}Rem!D_1e>A#Xoumj>!;W-yQJZTo}+p5h8lg~
z=c2`|HUSnT=$y5&2}9B_!MNY{4-?zsGLH(hlAozij*VNsz6Tu8`(5N*F#gHamHxk3
z9k~ZIbFB^G?%+*GQU2duj$aO5>hYDU>s^}ZBv?OUBq$ws0DMlz^dAuy7$(LA5OO$d
zYWCww3V9ANFjBLN9pN3=gON*jxL;h^Eh!ky9&XrtfEGfM;s^_*60|!e$SVYOkfM_u
zmlYNn$%K<nU^mz=xAOB-mHKZeMZw0v_|}s%z+p^RIT2l2>s$xqEiL)r+X_Q;J<a|F
zU^3nvz?G71gQg$D`QAW#y_m5=XKNlbABCY1rw$i_!J%vK2LdO27*OHHu!|*aZTZcv
zNUqmGp7Ryde(me;?}cv;#uW<bUyF7Gqiu0V+Fvr@Ze8DK$vw>c`GAxNj)K9(6zA=L
z$GoWe{R5gkg$$Zsz;Gq$K8-pV!&O1t*kB%Bs^LwHTz&nP@*y)yWt(_Gw?bmgz$z{f
z40I!^5ZZ~^P2$#v66xQUOq9anK*z=wgn@vemTW499Y^X?hN1Ot6%nDAeM5iiw{Nqj
z{UU%Yp_!v=-2?A6Y_Z-*S|*s#<@-UsZXGSB(_rJ_DK&ZQNXEH(9(PzvNR%QnpfSAx
zTr8*W2CD4ENse)!2x@4bA-p{BuDV(+pb8DZt$@)DKP!Ub#V}Z1lIB(nlM$0XSkV&7
zy;v+IWOv)8d56e1a1S0Mjv_D?IZ4uGVs(tiPd380l1YQ9WR{=1FM8n_R2P`mCieFB
zMudlx9&OQ9zc}$3D3oQc#lzj*_mMJUhqxI6ogR^54;?zB*x`_ylT*=ZQ?y%P_eBef
z02p>*F66?g$qkPsiq#aHAAm}`>&u5NVmx-Nmcm^g*FX_);r;|!kVQmu1x91tn_y67
zC74gan7Tmb2LzJ|x)sXOEnt#Dp)|%3H=3xZ6eAXGfzG;l>~L-g(F<B_<H+kgdxwn<
z(}i`FqjIqX-MdB#g=Q_(2f#Rjiza5=2*d8oh+)X4eb<uP6`0ob&uD}}R;%6;5Gzds
zQTac8Wdc`%mlDf=?)&%;$@2!@LK5TZ-4)k4p6WIpD;$RSPI!V2N=Og}EJDih?FDIt
z%v{ooY{2-%6K4axHFttzk@I-mw)UMo9F*AjtLc8g_^C6GlyMS>rq;cF@18y0sIjnU
zJ-<bkgCuvc?Ij)X4q<6TXzlTsxAzm+-~upP4lObL!e?9!0tNFL_#|V(n7;s(g}D1d
zjtkQo8Fu~ZAh>uxoj5QWw3r@_N)qWT&G=|b^8~Uf^gL4tP?i?l`O{6Oh$4ZIQS3L>
z&$Z?tazDY*VP=#g)TVGw$y``D5*6}dXCVhn=KOlkiec4E3|}Q_)gsyk8!85e9txY8
zLWg(8e<~PN5;`R8;M@a%G~Q^Y&%mSxYZpXCg0KtcmiO&i6e?Q03L77z%OQRGJn4Wu
zXQP2hr*3!xh>l>a4I`<bw<{z@^W)PyakdE(m5YlDf?i6=hbQu87txgw&cMu&Nw-}h
z`}XPHi8z-O5(eOj2^mduw&NYi`XPft7YWAEay?W@{>xr-hbuuQ`Ms99>kN`hxOOdx
zn7*!BDkv!MtHkIQ@u$^G1j?)&q%M!(T2(5crjV#CO?y(Mvs99F2A~pGvd}%W!M1dI
zE~Hi)+h9G2iUrZd&kFTg@4zyQH&$A#;<MkM#PE5rfp!)oP^4rGiYlRI)c>gWEh;K%
zITQwD(2Idr);%T)5jQnXo;*p^3xd>5x57%6q*wPadU6WE-URfk?UI3Qvf+lb9Lq)A
zI5c1}hvwZkHd6MGaPRv^%CW?!p$5UyOP_;<mfy+p&|f@Ydtz;;A8<LZncZ-6hCJ_p
z=DFr{V>!nSzXTa{sd0XB(U0y4j3z0XkQvE)aNY&$zHA$<R&Ju>9R|&cicayrE^zTH
zN#O&e+myST%XS<sF4*MYw$Ac$Mecnw_<p{bo5#omEqlZsbqPLQRPdZIQV*<3himFl
zR_e>zZC2Znh*4il>~Jcx{m1@eH>0A<c-<y@$o5lbr_t<0G#I$<(txcP%^=whHu5fx
zmC}?f<FJ?FjYVCtdHoNZ6pF5-fX38~laPkVk+!hS!rZ(Ya<nDasUlAg_y3zE4W3g<
zycWwt+@2!OJNfM>t~sa#X!q?0!3LY>qr7$&bD%dtk7YrH|EqUx&@m>k`T$yTu+Hb|
z<NUncv~z;iut2E!ewVnQW3M35Tj?>T;hq`3Fd^Q#6Fq%D8gs1X4vK?$e=4j#cNG2t
zSyffaD_6UMxp#za<@uzO+8k?nPY?u<$}Fs?wiX4u5L+1cESW@rF~9Oc>h<lWlzk&f
z+37yHf$#{sPMzx(R3}FJO)EG0Jf87_k>5476T=bQp(g}Bogn@^W#5VKV7?hY+)3$D
zkd?hsVrCWNIiGyeV|MD}F{VLj*y2uBe!n5suVFa9Xn4SNDyihvai`h4g#oYVBDw?D
zNaN}SMv)&$Q)qmhp+Lw>x4!wLTaYN;x0kOh>LvgC9GUrnt;Wy8p-+Uc@85`=A`caW
z!1cKJ3SvGW)TwAQz>jJOa?&4j163nZZh6g#x_X2gy)A=$jg8e_(4T8;gHIE;Po-8Z
z6=B|unpIfVxzKgm5}AV>Mi1zyvew8y&<%87)8w5AG|xx-<yX1=j#~0d?r=YlOoVlV
zvNp}|_2aCtMN1<v%*L~3mmF$@<OPhvxX-(8{Di}>W==>F>?BI(?UU0f3%`yjn8!3*
z>_jCX=JOci@3x5^Jb1!cKrHC}y{|i4Zx%`DXhCvzJ^xxOQI$xJ#B43D9RVk5iYMor
zfrm>DZNQ%M4cqF2bYZXr{=JG<fps+9m>k2mxFhRH);0%CBxyfn1D<{Rm;i-X+K+iw
z82}<RRtxUh#+4okckc8c6Kd_wJTK!jrJ!J<g|$7MYi}EQCeyO+SuG(Uks3vt4~IS>
z-k>HDsZ!<05d}+2%Lu2$Yt<z;Eg%gEXJsBhOtb8$^q3lm(3(T+_*Q~G*<F8m2(t_&
zWAAWX1doi2kp)Bk_sPvszS3SSUw_HK#&YUw{*DQZerv+&uP&*s^8ptKC2jsdY3oU&
z3qipj8G&XlNES%_lep5#-8WjTpt@$^GQETb7FRH-b64@CA=wbP#D`PCyf{fSo-p<%
z4ii|OnDB%s{s`Vr!ej~=1^z)aDBhS<z*R>*grbLrlDHB~(tVbelny5?PpkXVeD>HZ
zlFLbtJG%|!vUd5&pFks<Y)keL;1i7yZrj>tjvEH*FTq7$42L~a=IX{sT++})+&89m
zF!?bnTB7btxXlbGo^knX)vsT-M4KnSu`J+=Lu(DW<?ol?sOulSD%RgoUhW5uYlFFk
zMK5v*rg-HM&zfkpw7ypYdND@P-mWYTfRY;?i?a}Kds*tynYBg^Rh?^Y#KaaPe7$|X
z!J!olRdb#LKj8;Q_XGJc7Ha}Mn=siBH<A$kSm-4$J(t8Ws1*pqk1SuL<)Uk#iUj#u
z>SEMk-4C^6xSnGXybQ6tYC0A;{MQ6nsIFPcd1i;l5kw>ILg5~(NAFAT@%A&5gN$3B
zVSy_XoSB+ctO91n#$<rK;H-EJUY3`Ytvlgr!ct_z_q{(OG&Hni5|G!gIAGCo)!^C9
zfuB;Xx=J<r)3;5{z1|`-rP%uGIFHsbINFJsIWvPVEiFCpCX~937FdiG-j{Gv?{nO_
z^9j%1?V*wSgd&-60e0l@qPnOU=V!Yn$fz9l?$e2&F&W4l#xuH4e>%R7ipmFLV#HNx
zbX%3+a()TEGD^_!8ti?9$DE2qu(6fnb5>TCN#!pVKNe3j0m3W}UtNkpiylMyQGJ15
zYxG-<xdxAXhzbwCvhpF{QVm|wW4&bID-gBrq{Ze6!}{bWG(@x_%3L14n1?`ft84xk
zgW5Enuy)gD>o$ax?3Xd^++5A`%b<Nrq<;H$Hpl55@(+JUz+$Jc)i0x<BxeYl!~|D~
z@C&Tek^2YeVA&I_*N`zh;4pZrdKjSL^Oy8D*Ay-$QSFsh`HZW0xV`!n+lMyHEoHq8
zuRGp~IkAHDkYTUoNiM%H-}=C5QWCHU<Bkyz9)yDP>H%9xnAh&6$$CITs~>dsXlvif
z7yLi1f?9Vc<qbjetoW!VDS$Dl_!V%80~;aPCP_Jja><-FHaQC;Brdf%gnOLg!=y{_
zbTw0TuYsm}z!#NFB5+f(C;WHVX>HrFgU|_vk3{2|tL_ZkOGJ6Srieu~?_~Jm^5e&k
zPp*-scG;*V7gI#la^G!^hy%jqq;vK}8TcGH3%T6Kyx+{<xN(C=JR>=efrFiW<tThg
z5u8ZQ8w@!{aRq{VcZL{?7n&q-8wvP2qu-+-G2^<RU73aG-{a5<luTZ^Ldu>$q%c4I
zhJuT@#P6lkC?{aNKeim?GZm7&A6PJeScrGTeLLWCjnOd?Fcr@;hC8{?<OHi*3Z%hJ
zUSgUN^x57V5U;t&t7vTT<}v9v=(e~ey)aQl!1T}3=hT*;8xqO(w6*BAZ3$&oZ_PxE
zpEEmDQM`q&9a+sTdTxs(9$AldUJDUEvMvm^vb0Yes{bP6m$I#GdJEfr&?EOdeUf|$
zmm!41`Uy~No6`3egTv>)`{jLcfMw!?6_R$o^x4g8<w+val9H0Xl^E2r<k;$!`xp|&
z$!x=yWe=XW6yjQ@G0<WamhHUAb&0kXKakQbr{fdgYRFP$-yxz0EUByiSm!fzRc{Ok
zkVqKOyN=>QWE63mepoaKyf~H*<BNW_B@=>2dTC0VxD<#qMwk>qi$sf<t7bS<)3As(
z8a{$FKpEC|+j)02LQr&>hXZ#j2nnT`%mjyo=&W;x<yr5143aICT^Y2oryig8qMHTc
zqnth`-`TJ6amEkj0&G$M9&Eh_Bo{_7NIFB8AT519yr59=mADiMAFWWcfn%0-<?e`-
z&qbqsC(c{^&jDx^8I@l+HN<sH-Iw63FcY~mAapAB_f=mBU&&b}94tTPxT`+PW2k*Q
z`Xnu*41)UoCq7A-06a(gEH%|nq7G+F3Q}wGN3n*FABhPo<Lw)9S*Mqmm+{LE0P;(?
zw9uHh2@TRF0)_un%UEQ!GE_fuf^p8+Y4Eu~CMMTI1AbVw=P{vQ5ptw&LgC~$poOzW
z|9lLf+Zzx9(fpRkCzflZ;az{Ekt=T092_@lm-KysI3$0(j<%nj0BbEDRNhcOd&F!A
zG-NtPns{bj!LA8Pn%dFOb>i#c$W}}kl+Q^i+;Xg_gbPn0fO7KJGm||jv4VtGe`KTi
z*|W^|#>0^xAWw9=K*tcZKDFG8#>+2pN+$^S7pb`DPAAHG9&zd(nkkQnIrE|JrWBp#
z_Y_<ZQljBQ43DCN-~Rkbl2E#l`?z08cqn`a#9&{E9Z)>16Q`mLL<q7bfJR7+_S93o
z-QAcu$`qFIk$y{YzxIK|@gbHU7^XM_v*f1S8C+=r4_<zi#|r6t4B~kA@NjBY%)NW;
z9bUgYy60fBVe;RUOx*PNOg}@;`Sby&5V0wbjr%-^Uhd8N_eZ<)IWXZswAPsq@qFFL
zdfTmIs-oXNkjQObLym117BJ`}yt0M+t9pf5F5&cG&<2-?v~9S|XGA2{NL401sa@9B
zgMpf;oP1!XXjDDKtPPanM^)UTb+WGpS8&8%-hCMicK0~49%IxGCOaUW?n~!WZPXPK
zEtVJOC?{nIbXr(gSgyX~4jK$Xpuj=W$JL|N9-y+up-il+#SIbi#D$CJi*Qc62~*@l
z8C(+!mfR&`I2Wg*`*|I-rPQD9hwt8?*@b*+0(=^0XFddrA2Ai7u6})>{b?K{=U&WD
zEdpZm?dAMys@zf!|EXf@<m9CG%bJ5Qrx-g|-a|SgMu+*_BQQ{t*u>&7FCEa5FN9K@
zP8cu$4`crw*K^<hkHhbVHrh)x6z!!YNm8VYN?XySQWQl<g?6ZDDKu0{niMMSMMBY_
zG)YPtifH}rPseedzt87;eXr|wowxHZ4)1!uUeED(+}C5^9ua#$n{E1i9vB$YkB`pN
zy~2t+Ax5sJ<7DP@eG<_n&l7MlG7YN=ECg~lsX5bWd0rL69u`3CR>1zuKFDp_bYS57
zYnX+LD=2W+6?ha*z&l8+_|Kp3cB#av4UB%*fST#2%W5$C69M7UkL2ah5<zb6%&1G9
zD6QEm=|m*^1Ox;;`m3mbfUd=v*7W*yBfeB2)J3S5=z-Y;LmCbdRTR?Vz()|j8dwi5
zvqa-qJ5~ff0J>v(eGHMM*lH0!9Uyfgv6*=OR1`SHc7X+*gaj(Prw>pp{OOJ81F1ND
zErBR)1AdVa^~|i;)wESEK};E%WN^EC67~;)xq$^!6XH%;$3g;rK^s$3&I{gO3mcS6
zv$h@R%SGHW1n@|Jk`aQwO9X(z#Y!?!iBx#xjc}0DD_}(b=tEy&|B}~V1CTE|Iay9x
zrVNJ#aUbJq(uJ%3)t#*ofMF!89j~oX&1))c&%mM3GOvBOl3A;o_8!r0Zm_}qRZo;3
zklPX_2dEVEfl81diug*5fzE=&-*ai<Z1HQk=t4M25^KKL8R>7C96%B;`hYd*t3Mmz
z+(e>6Y1J-lp*Q7cPa%qsL`o4|Jh$AT2L-gpfS^Id61e+4@NHf5Jz?SD#^UoZbn7<W
zUkwNsYaH1DqW_BGNlq!#%{3%dZ_AlHdC_{PW>G^S$q$V&2_O-UATgsW3_TPUhIQ_d
zWDy{&K@V7wdC6}m3~MLuTT-~fRw=UQ`mMyoaJ(g{2X!LDEfFzLvatwiTF>>M`>O>-
z$7S}=_%l{*1BnCRN0>E1bII+2r<>j5k8{-rDU9;V(Fnf9?OLN*YE9P;i7)w`(NYCH
z&xC?sr!fYiA6`g<tKeo;as@E8C`YbA<Tdx>0@Rf~p@Frq03Ba_$L7=DEFg#?9@Dw&
z1ojMiUf4JD{%Ep<<0t1@)-Q%hzk>46@azTG3<3*^v9N-1oJo=)kKpSD)BLTfz^*pj
z{YGd2ic%!;A+7UWV(0!fC<xQg{%~>a=0hWFct!EvNkj}lrA=q(L8Stb{+=Y2m2iI&
zs*AYNu&`;gs&!lND|;yl2H(8N2T)CX&-5>l3V<K~w(vl|sUQoyvTiFs@+^>Z3`h<L
zldhj3jQM*LqBa7n$9Y~0Gj%8mIR_ldMB+xuXueHHh)PYXT4yWt%UXyLe&n}T$3*jg
z>wgb^qdoM$)xQ!kEojH>SY{E?jBOKQKaX&>NF2<Jr{vJ?*#bLEtNlqV=;+)@89_24
z;C!-mchBv7-iW(50DnPZh0=JAzIyeFaO$2wQF6_ei+}>7g(Da?5ZA1pM(kh|QH?-u
zIn9(LUNj2&Um=#L%d0h6Z59ngqEoPc2qurt^WIxw9&+wg$a(!Po6H1iPxi26yZ{}O
zA3f2)<4zLqp%qR`ixr)OEbYNBv7XD9F6o%Z56H)-fl*=6MVdHYOJ=g%mzvtzDX2{t
zx6_$IOh$Y7aG!`=zrpn>qY<QQLaFH)-F(6nW)^f#W(k~zdqCeIjo}hBrCenv@F3*@
zvU&l&>AGMbA}qW;K~GLyJ+b*cd+a8{R%1P|0`$junUIiBg$No{_9R!b*sA@0S}1%6
zh{z-mKehtc)KoawN8V*0D3mJ9DgvBKG8we0MN@!^YFm<wl-pZEa7rR<6vr^*ojZ3%
z;H@y*9)_j^Rp=@lTmRvMdwSl055`BjSm&2|U05}{9VgBIRT5pJQ>l}_?&cmkVkzGE
zlRg01u?{eloEv)!>3aZyb6v`^vn8OzZa;LPmA4qTniKaRwz=t@12*8n*e<mYgv_Qr
zNHVU-GuDWS@Rs-x(h-yQ1z&p<$N@xhLCbX)eoQ2e_!nk>NOVTT7Rgf}Bs4U@c#Con
z#;`!zVUmAnEx?k?a8g9^84EzQNY)lPT?nC#zy&-35m?s233_;VkW;%AQqP&uc4jj(
zGj)Hg><R*}qXR%Xjv{>2E5Yt5>m3CA23f$pS7XJ+#kx?ydLPO!MFXRpk>3}Dc0%%H
zi>^-MQ`kzwF0Iqr9vrGkBM2w^Jv4A1iXGnE<t0HD3LmQI4L$6>j*rWzZ@#JC)6=75
zb!neu>>w6VJ<8b}&+ci&GC=rz6)SZtU6bfy(u#JvQQIP7h4h91G)yJmexbbw1i6Ow
zx2j8-=o5v00YOLcotqo~QSQZVgMx%;10b3*wEPMD-L93|hNJl>CFMqYp`<z@j_A-w
z{u_strYHx1MrpDYZgvt9H`9g8%CU_7_68^L%B}3$^^EsQ4_)42^FRLua&`cw{F5w(
zg%3K2PO^D%anZXs882f1zq@4fi$A_QomP+o?7u%LKg-FD`Qg^O;r4%-(ww)ze<ObC
zZ~50MSsjlqX5&9moN3eBrT^yW+U;(G*3k}DZ~gfuM@3To+}N<U&C(xnh9uM)yQ0l<
z3l}N-Ib&~vPWmg>Bc#e-IbSSt-nng|(MQsfNZQFAZo2W{ni(Sx7P|%!SvvgKF56JY
z-(I0foRp{xa->ll&c^;zIR~b^PePQ#_CH#|)v2<7m98e4x;i@js1_ufKhX#RIK}01
z;AtPavIr#T-Jbb^YlvHB9;c62Td;!o_+R-4vI;AVe*Y&aF4l#d0WxE484)$7pnt$z
z0CYn4ybnVPOYGFKPH3!&LbUjJt;Ijp*1yuwtUXXyk^CMM6inTTVC|tKzTb10C#Q^D
zOM3eH#+D76h4nKZ5fJr1L6S~b+uZot8AT8LmzVUr!}-6TM8|>x=2%aBdAY{l>aiJs
zoC0v(t79rV?JurIxBXY_M830A2hN(mp=EBcu1G$P*ejoiycQhz`1c$e_w}Qhlx*Ix
zCxHUd$KQXy!v;8B>3>o^V=a*migJz!Ut*n*L$n<{gK3;Q@>h@%#y{(XuL|9HV&Wj8
zdfsO3gTNU8>3_cROLZh8ycqB8?Ue@+xb-+r7|F-??%j)6WiFxrPr{=~+%qI=0|VR{
zHl}o%?6v<yW4=g7qc@1|L9*GTWkPs@Xutv1nZ)ISpM*Hq_1AjbeW<#hI{(J;*`61%
z6apEF_`h0Eqnp?j3av$G(YVe&KxRKN*T;#W7{^KM`U{`7RE2}uB#yu?Xq!#SWdFv&
zrT+KPU+<ES2Rsyd<Wy4<Y7#sJ{A`5Cp(d#Bh>nTDwQ;z08qZf-B%1T!Y6;?KV)|D=
zYBEfS0sL}CmS#Qj@!D`}pvOiG*1rfiN(J2xqO!n$mLvV+=g$W0#do93|Hp@rZfu6R
zpi8mjK5_3s!z9^EMDRFiBi7BM8wt((WDl<_(E70V>#X3i`5(W*-w?saoe=b)<Tfiq
z?o_<U#tpZjKOmIYqeb+*HNcv5Ba@)0!L6NgdYj(g!sWmF{xkLpV7SZ|MR-54YR&f8
zjeqkTix9)^^|fsUy7-;g0_a~szihLGxFhW*J*g%@!sx%F{~Krb-_@{(4M!OhwV;@j
zyZcIPTmX;R(nP~YB3+PA2r<ZD(us=gr%#tSUqDq5a`o!ou=(xb1XqTJ?XS8ymJd1f
zV6Z}76cNQ9L`(eb2pK)l`deM!9{fG8nny~<EGxE<$A7=Y5Y%f>u9#b@V2|XE-hp-t
zOzQoqDctT2SUJU`G>fbM*LmlFic0eFK?@6Ku19}oWnfbe;i#9HD#Qs!%!c<&=hO9Y
zyk1=0ru?7Pz6atG*0sZmwpA2RsxBW9>0J+zLm|?%QMK`uRl?fuH#b0!YweCf=V$_)
zVX48T7=RJJBtK_dm=JrK9-n~!QAlfzXcAM)%yD_1vpA@*Q*|J%m;!Gs0(S3fb4hWr
zGITGOP~)Y5HBmp7v~&*#NB9dNl3w;d1$X$otanga4d8GyvowRk=h+@{E6`s8n@`fB
zJ0k`eBnOeC=XZHFYp}B~LY@7pJAGMV{4Y})x+J)%?4JF9wxvGq=&^rd5Rr6;qIIdF
z6ah>%08vlO-XOphTJy}#UtF<kZw>t;V%9f>y2J0!*Nw4G&|8s6eIzF;2DZJL6B_!D
zqBr(FNwG&Q<@BB`2OtqNzd~73|JPxdF^tDa%JCP9s27L`g6=yTAJhMQb;giBMu5>0
z!Ne4&-;ff(%1cl4E1V_he;y6l=;&Ae<%M6uNr@8;A!AT%QWJ}wjl;jvYnJcm>j=&4
z{2P#@;nR~&G(SUG_Wq0J{=2$FF01>_$phaa@f5M2NjHk3bY+i}q7nf;JzDKaB_Pt4
zjST};84DIMiEx6M$q>K_r3xnmI3(4Gb;qEJ00xVrgg5K4iPhgVe+5cfCgK2veTQiq
z7)-;lF5HRYYs=sqzdA1h3%UQY-<~@fd|=N5A#X-NqVXCW!A3b1pmYXtKIr^IO(=JD
zb&0pP=N?qOI&Yw(Q;K#q5)wmVc_L>zBv53Q1gTR9J^?RfIMRZu(6pnvv`blcz{Q@N
zEX0YTcaON)VMiUns0^!4@1cg3zF-ue_%BziI)^;4KP8~!UM6olJTwF?Vklbq(Slvj
zZle4qtcgh5O~Uj;oudBqz$qNiBorcTs4^@x%MBunYSO)FlJEo~N84OiA4&pnf{4vY
zZzCX*2$D9ikw*$e4B~S*!5`^-Zh}5IIx+EnYvEzP-(o0XHYQSOadD7Ufv2dWqfW-o
zWN2Y1j}(zVqs6bq*G3h|^ck0{<d_xK0_t3@64+qu;BX@|O3>Woc|CxxZ`C1$R=FU!
zmJ=pZ@hMLT|A>)m!`{TYJ*(H({pYgNI|j&?0LwKhD0vB80k~em$OgweSe~3373A&Q
zQuCxHoIq(lw3Fw7Qy~EHn)6fqS_u0JA`XNqY|(4rEx`03CC-HIzYnbjrO>-WR6ApF
z-jbkAyKV$A>kG_K0)VNmmzCXTcM#1X-wg6N?~*|dBqrF&5|<^6aCC6fg2O5Yr%j@@
zU|;l*%a;E8KFM8`UJN8#+<goee0C?wqd&2bspHsRkK)qlH)Je<S5|>lq|?x&+N62K
z09pPRVwBoZfdDveKSY1tE^Z-5v&(o3%SwvJnKN>;rFd8VL_>%bMTC@2Phru7KA5FP
zN^*a~l$|w3h7dbO>om+2Wa1Geyk|cLxwWG^KpMo9gzdF<ZTkBu9S<xoZ(Ck~5f7T%
zkehs!$D`C>9^?UQMWRk0Entz%4JVzTP@p|-cj>m4L;U5VxZAgFHjH7{eT28Ap5zd=
zn;#DQzR7FEkY$}lSHQEh=}<mF(Ft55lz@MyAgSjj30pvHE{>7{<ugfNVCCSTL5GBs
z1~ZFzK<{bef$En<aMhq^@qj`oFepeEwlNAOja(wdH2k+&aHoL!!0tkKgun_0EL0GL
zmyzaYZEY>@*u)B{ZI+EWq8nguU}I;$geDQ85w+;-;Dg;x02Tl^mu1)R!NN%RTkJBu
z{rh*J=fsbpM#ciNe+(zaArhj-g+N$zJTt(-E3xi~j2Gq3U*hyO=71c5y9IRkRYK-U
zN-}|Rgky9Uz6A+t`wQcrJ(@P%k75EmmN*O(GNt>`Ru#gjFS{S=js|)zeVD<~qft@t
z=Wow0{<S0s!&ZpqUXbKh#GbODtl(ip{Zt1IIt<k9Ncu-ow*#YK!Y$ez3<5-a9M&02
zpn=c2)FZl&;*W_U*%kT~HyfgO(}bG5bsFC^=b7YQBu$V67`y;jqtcr$tWkCiL{sj7
zsH!YL*jBTZ?>mz6^U+Ts6ZFBP2CP8X6%E+d5Z~q$-9bw?2syQ6Q7%Mx7|z6n^<9UP
zRc9kVEd?^WnX%5*K=OCtB7f(%bsB(S5V%$;w;Lxm!HGzq6rw%G>uo(p0zAk`hjaAZ
z*XwbFI>z~P1?aKl?15N-zp3D<@Z0i&q0KT%f&dSvZ7tDSp@F1FhC<r>hpw&^bPOa{
z4)K^NM(1^cxgnJVvOkEsENvcE%t3r+AjCyf=XZXNC2sK*noupFfu1Du#~{IrT(?zQ
zPcO8<>JH5Qu=?d1eFVBk!pMln1*0n<GpI!fB(^u8flctHA54Rm75Ie2r%#`%pq>DB
z)Bf+vV<YetKubx-b)h66iQt-OD2SI8e}icCh>Pbe{YaUN%}03U_KK8qNCaD_=^KiL
z;z0fsc#iJGzE~5a?-7C)AHn^5#ZxtWe<*lsQEi#NicHhTQ9<56Bv30MP$Bu5Xj7EG
z*Cv7bkU#lJFIH-%{3~8MfhoxwN4H)LK|@Xn6uSgpLBCk3)5x`Sco_(}bNhWRs2z>c
zhG-!4M6Pf@8UxqyWMmWL-wojOB1?*(M4qhSO{_Rk0f(=qU9p1eX&>I_qou7IhJ=5r
zwp#?3lJF<&;GL*aUX88#D_Bo%>&w7K#B&_NQiB*hBtKscS$FwAei}%E(WJb=&3U_*
zL85LmuD}-oWPw9US5LRK*9)W#2{Z*-dT!LR-UF1vBj;9X+!k*}WQ`%(Bhe0MgTH<n
z6y3H>aQXLZe|cniA-ov<6H!7}EKC~|UtTwjcTTkS==Fq=q&ei*w8ei(15)A?vo|{q
z0e>PXLeP%6_WT4Ok6BlygDH(kb!J(Hx?pt4;1UF{zgu;#{42o45gcvNJLp6854gEW
z<LjF_z9FG&zo$PVMzowPwA+P8ec_cH6&t~>iNLdD_KydE0UZxfZjvvA2?&&ce<s42
z=Ttr`WyN8IiDQ&EuR$dc19rxDEF)w7BgT4w=^!4-vMEymygUWbIzja14wbY1Jp1z-
zA1RIyjm3Mv`SS~CD_dcbXiYJOAgL934akn<gOv`?0@<6_Uf9VKSQn=wii|wd;YLXM
zCV>fxyFDx{+zyd`|L`y!8dY+cMG9`?USwZ~-yU0^xw+!mb1ZZ;Iy+H2+X1hHtbi0;
z;3f5IZL#D?2MfS;M^47&iH~I=R5Wx#Vqy@uBd`t224OV(FiS!@&rZhcO?!(W+V5YU
z+@SpWYg`k5#XG{9crKW~p$rHJ^T3Fqi>w;#Wq$e##G(#jq8b7<r>8*A@H7okZ=)Fy
z25yB1QiawiR@MvY#I2ZJK?-mj_-$F+bp9wp2&qB5ay_lBY>+hWL=DE$C3T<S%GRN~
zQUBka)r>nbZT|lmtXJ$OlPG@c-8)QY`qJFRO`OwNoLh1E5}9DzX_O~>ZmSc9(>$?V
z9qSZF;$OuZ!y-04SB2Z?TZngam3ZnASWnbCLGA==CxTw9NRaSQFvX7kA$J1i8w9zN
z<hIFyTHP_=y=G6hBI|TVFpCk>Il!T|pPHiQrkmwjA<T(w?1c!J)U~CP&`fYv%zxiP
zO2<drbkE|*f#z3E<HVa3Dv%ggfDkjCvHfHNQ^MD+M9@!!A1vp{+(z(qFzE%OS~ETi
z>I8{=Vd#f<3wMixmnPm16roD1MhPHYGyeuLq^E{ok`~G2+H571QkwJMHX*iduiZSE
z`3PKK5MRr*>?52>11LmI`DV!BLxNL4Bt%r~N3-PlsfmpQ=RxZJ<iq%%-@g&AiAIth
zFguYm5k0-h9f+35*+;%!QwL%n8t^wH5*W?W{g10fE|5RM(-*Vqg=3zi*`Q=pu+7g(
zV{Jw*%u>f!S05M4c0im21o*mX8ATa?=UMn4?2gO8vx8U?ov**%{@>Dpv&+Lua5pdD
zoCZRJ;vTvp$&<+-sv(SJ3Ro)IN+GsTNoDlXysF1<wN2+@4`OrIK_F)$`<YCe$}r#|
z29SZ(CPrt5yq?1gNz9;gMzcX5k<0B;sTzs#UPd4CMw_#9bKRr8v(+;vk1yaR<}ATH
zyFo~-=HM>Sy}XV>YCRHaMHH{4@~~@9kRA42;s6S)^*zt|k&uQR9I{$-PV4h#+5o_5
zQY{06U%qU#7Ud)y5m+uyOe7(}kCK<yX;qIcW1S(#-ZJCdGQwR+<ZAnfH`R*m%qjia
z-?0<t1|#HjHmc$7R|frZ8Th$W>>^ZBy8B*9%ApPd>c_F+qLd?MErR(b`7692JDuOq
zh%>aITBL()rW(sep5*#<g94UDQbGEo3rIU63X~1|?>tZ(q2gS)wm(sc5yuOe-J@-Z
zg$Gr|Tl?;fiZMXzTb&w6;R1vKrayiu$pSkTOF=Xb>Z`qA@zwI_LE3F=-~Mcq`|@Fn
zc(bOf6p9K8V1vK9bKB^HZ(cB5fH$teA(n6HfUfjhZS%YMjE_MgrVmX|>^)Z4X=G`|
z7ngaz()M{obLft^JwKk(&+Pr!X%t5sH^f8sp#sWp@XmL;hDiPsf-B+d=!b6X&xrj~
zWWwfi3XlU2(V<}w&ScxXCbFY{KrOo@NXZEgfV#n@rxG9wj<m|AGMoEA6sump-fx$r
zBT`MI*(4sqwexMoh4TVx9uy!0JJ8b<T);&`SiF}nmCAIo4nCH}56SKbUxnElT`&*A
z{P-a10y_#^T*GN3e!7DYLK&M8OV4<EqW3C(bV1!>zIpySP$Q<FG|@%j<BHl=3_=J~
z0F<@38*cVmwE2XM3>r}JM>I54^t6a8xbA&NZ*^U8Hzv~%w;Z&Gzz9r5br)C0Ja^<@
zmQgfA8T`-a%O@=1Al3<LL@I1t)nt?kVFbQyLV0pUV6(B@;)*5JY!?)T-W89^H7ag|
z_P#lDxUcQIcJ%k(JqM0$E9@+6KQHy+NwJaThKVu%%7&{W*K=KM^+qeM6}bUt)bA!~
zLZ~TnY(hu|I?5cJv1{D249-psd+?>$YQ|otMN}vvF;R7xCoCL8kxT;BNQD02A9PBS
zC_ZD<5SRdQpD}|8WkvI1oal&A7I-lNDAw>SLi$0@BBBrv8>0yz2f9wPMF)-}6sirV
zG&xHSmz~b-s@gR$s&pa|()gX*S9>pFck1(*A*HhpIJCZXJQ_pXgCSr97`xHEk%Q14
z$cWXiSiOU=DM&s(@8cssvfWDRcouW)O8^}~$7qoiU{5oGR+@l<1=lTYZBvX9`G;;g
zC@J8N0FrCY_TN?NRDJ~m1`c7eX-Pgbq_SXe0x%Q<wMj5eRi3gd`%O$@8hA1({X@9#
zdUbSyIS>>F5JS@4|Hr-xb$A_#SAZOPJT^J3*w=TJI5W_30S1U^@O}j?`vB^9RUWc=
zarhWmccNv?H*)pC@B!nUBu*W-i1lD86Jd36Oqo5Y(m*)JPXEKD81nV0T-M%Xh331P
zc7Eio-3Y`bVmVRCd|y!;yq}1Ad6wEl`HxkQfpJ}u072>4fB6M1_?X{e>|si#?+key
zEZ^(KgK(DB$b<dIO4VYtGhdEY^HZd1Aijk5h8uW<RFG}IId*X8md0IZ+sL&;oK#QF
z%}SzNjlOYX{R0;$cX$4UQ%-&kf7R^=r7K)+A*dRLa4cdt8MfCdgo5G#4MpR`h6_vX
z^ldM9F4b0KNWTUY9WyNN0}-QgMbx`b$NhCrV{~PPJ1IKf@gI|H=<YuFm3kauH2m!u
zE|g)EX++sS8n1H3hG<7o<Vd-_o$+=_bRttc9?2*w7Ih854wd@IeXuU9zE|xHNnt?@
zepW#XI#$G>ynC__ql7Cia6O#Cmry>mE?zGlI2!iUCXfADBK8d-#{nuZM7H1Fk`8Nc
zjf0JhdwyO`yEXBnPPNc@^Eox_8YpcDGFSj5Pv~`&Z#z%`5*P!Jnw`xMKzi=YREKuc
z($m)>a}S~x3RA<#V-(r{Z+abyXUKyF;4y`YAPu@uNm6<=5N7UlH~KbK*))_Wt%yI*
zJ-nLDWoLWOIw%_6JgLCiPlM(<jVG&N7*a9Q55o{IncgPDli~cTQG5(BTt`+Op8hef
zTbhS>C?quxjw$XtyLRpr(a<QbtMyTO4u<X|<41TyMIv`&nCN%I=W8Gg-Fd;V6TMN)
zcWoSMHe<{xrrGuQI5M}h_<p?JK^7!(fvnmEB@^5v`o6a`X}*1kI$Zw>))XWZp9o%a
zvTFt^tRR*fs+X7l*kXipn^mV87CD4u9GBLi<_=0uPOiCK3ib;61bVD7GE)c*7@6f1
z+iD2x0%e`)_|I*>KXD9rqC1^cxe^i@zH!@>Nh)qNXVaq)knzrGRU6i*hCEHUc{3HQ
zid83KJRY#l`JAff^+u$l>Cp4C-j_<00H9vZCh;1ki(yx;NPG6*g+hbBINx<&lxn<?
z-&??#vBT<xAX#y2D34w)Wm)vsGD*ZqjiG~?MOOfo2LbYZ<JI;Gs*I5*8%u=+>(~y;
zeBV1g@4`;oW-^eTiQ&5PO>Z{eT{D{IYBQv|-wR9QZwQc`je|QxVir$A3m-nLMSf>Y
z+l`MsJ&=DZ+A)^n2#l5J7USaP-XOh+VPtrfFq?}k(nVa7N~F|0R)kWM-~_7=N_ccQ
ztbnFkEn-}&O=>Ts*TM<8vhGKu<M-RiyhF>FdpQ1nm@UXigPv{P6SB{Cw?9}su_Ra_
zp{{P_a*%wpMEMd?lSM&93hRw6)0pxdPFxUV{c5bE6KEVz$Vwxa&I}CPsI^IMYwq`O
zwQ0VHX{iTay8&tk;cN4{X-Z*4wD?ynd5&}<d&5EAK6*+2uSG2U(1QB^bcj9T+rmNt
z#K*JF{JzQVA*Evutn#8MkIGUw?DOvyJu0$ll$$6me<^qL;2m`AlJ0L+nBkt)w_1DH
zi1$ykJtRmFLALi+ib~xne;$=DBP^U+*T{SFeKlfiq}(^v^_V&>E(hqvhrbYc=XmKz
znkwN=Nxk%L_C`=p(BzXRYZ!t)T}~Q35*D)y`t3K3r46I!;D4%-ep-LkVfyD!Zfe1Q
zEKz?Wyo|b0Q4;m@WI0NZbCv7O?wCGo|E3YI{GsC7^g0XiF&wf?o1Q6UwD63E*S)#8
zy09$OUTNhjKwxl6@4f4wY}D52<a~cAd8Ox+Ytt`t%jIn;;rpd0F&8#-meoTf1r`$w
zqIvPncWq*nzs%^76HOE5(XZ;05Q`a+ImXX(?$k@4-A(k?5Yz&)Z#^uDxdfaI`px^*
z&5fZY;2c(>QhOPcC2h!M6u*D}yFlT$9L+`Hf1C=_DrENpvXO9q`}2(6+68|hhnldx
zyZb<K-%X3IWXwF?k>aa$xI4+i=_Z2hV}?r`rVVJax9m8N?Mxhux!rMs!^Zdatz9Y<
zk)#3C5&OLtIAy$ZQ(aQ{!4<U@S?VDW$q?<wOxvB*IJ$WK46H=`W}$6or*(#&Du)|)
z$oZMvKC^>mrP1sXlKIy3p8c}+_Tvo6Cp#SV{$9a9tgd@yfD*x;(hUjJ6TN;iUTgxU
zK@Bryo;b<rAFpD)jDJkmAum4TX`ZJ`@om5(kSH;{URh|u%EpzCwV`eM5FtbPF&i{w
z!*Fc4mzfG@S@A1Ft<bfntmqYlRlp&QN~4gas`x@|zrissPSc5eh;^Xf6fp*il750L
z?|1AY{|=e!olh}98O^yaBrp)uK)KeGlTgeTLsI;hAo2Gxov~l}{wFjXK{IE-@<Fg+
za2Ga)$EfQ=fRakNfz2o}Gx*@TNg!V&+cbw88P}ZO`+-gj0v-CiwE7&La4fYTj&UvE
zO9t7yGIp63d;z`#&b)2x<oNv$7bg2J_I_9|DTC#g#wQqTaqjw+9gr0ex#CROO&yWe
z^Yf)0|7QeHVa>ah{~hgXoiz5Q=vCG*;*q_t8sv<Fabt+=E<ScI-pg4;@+qzq3HLJG
z$_=wlPEIb$Jcha?9}9SF#yCn2iJ;z*xck5M>iXCuB2U2NMaoO0H8-7nM{l}JkC?jy
z{Fii0dXZ`>0*$2;NLD>_EG&{IJaeynCB~x#*T0Z!U}H6$ag9amz3Z=4UpVi6Ua}<9
ze;(tFRKEM;*j585m}-8&6dChml}OuaQv>~p?#KIw!Z^r;YCJX9?p&rF?FAK(GskJ~
z_cCZ713a0~DtjJaxp{^=+OW1`NhsA1B%UYvm1I`pp>8onB}8A4QFmL&>-{@zm1GkI
zpqGiAhv?WIMR3gzbm4K$wvnYom7O@o-%PK-(*6^bUEmf&Fx&)o3LAT)^KUA7KOzv!
zN)O`g9mAN;V<vs*w7gq$nH&HC=y#)vu=sX6vM3KIx4uErJ%nq*-JS97ZksZsaT)G-
zszwZd#u7oA0zpFmg_`f&u^U-Rp)C^_bMlhKzU?NildMo+WCX>h5uei}Df$1ObBHUX
zuJJ1T4MVz%!NDj;Wv`Ze4ta{+Xov7z+Wvox6`9O86p)A1h_5h((pbuE8N7l#yhiM~
zS!8I|EevpJ+$!CN=H&`7_5u8NOx<XiuK??)MpQt|xy-c)3n45$VI(+9aOLo$K&k_n
zV57fPYAqQ6fTWf{$VZvFffNxR3V|JR)^O|I1Se0@mJ7zQDF{*uqAE3BC5+`NN78j+
z$VmRC68#_ZX$ilQF$4e>%AlX%+y8$}LpI=jaRlj#sF$l@{0qsykD%=<k!{wU7Jg~U
zJ04w_=-nFhejFgQftLo`*S?L(zG*Rvg3z#`HO<-j=`-#GK-kwcOU=K7zT4yCYzLU0
z98bmZJ{&h7@Fajsj=It;kXbThmZ=*~n@P0#OwIYnB*Cd*qc@@uessUl5KSH$&WuNk
z==#ZspFq!MG1H#5H;`M^LRT46;tyXYVa;~BzbJ!>lr)dtTXj$weciq;<Y|;F7ng;+
zPCxNck9;h9{3023o6W>H&5F(qI3$_2P51HOMZ~_q)RYJTT|&;Ff?&M(0%{o&wSkV9
zOxR?dA>A)QoF2Kh>sQJZvB)EO+$Har+eitZMbz<@4>zFRH}EP~A^DLY7^hZ87Xrhf
z!?39QM~nCz7;d7X{KSU|`uwp>6)t-!&I_G&yf_Y7aO|3V@EiZ2Oq|omQa%y())|iA
ziy-W)pr=LG+iq%ZP=|5dl}mqe+Uo5Q=Rs0UU{-rnmz;r61+os%MMQ#A;dQjMu;D|e
z^WrlDi5AAt*%;?GGKP^TO2ObtoF?%NX&^KHSzE_@)aH=%E@N(U3lJ_5f)Hi^cS;0W
z?zj;j5t|$2X>QWYGBiGSt>fkgU7Ipq`>bYkiyp*<unqV}$NBj`CP-%^Dm+v!IyeA~
zFs~jdYPG;9!KgF<F(?Gign5LikIGzGG4Cb=yDM(Bb*Sze?{)-%muP<|OMSQ%Ltzm4
z;P6Hz>_rZ~zb$%PqAIER35SmoWV`VFRH0OlfOo$dJO)Gw3@j{lSaY6#W?bz20e1QR
z`FfA2@KX<K-~5SVMFi9u=nBKGbzEFQfD2er3)f@ukkKv}lgj|41*xwXJjVofY!bIK
zL8O7zsCf?3f*92Q8Y@29mcfiX+x(dE8!%Il*%=69s0FV|pf6J81Mdn(Tro;>qEm-%
zhsdfia=98;S@UAJ*1;0DYMilT$XO7X?W;r7*Lcw^5L6>8@*?<n*cYLcxJIJ#fdK%#
zpo8B}dSTuDhXQ$!z%SvzCMh8<&wmr7kPubmF`yqw1)oXgMgsUnYlH8=3ZE>QJW8bU
zFvsIpXum^qMKY>fqrcr<NSIUa9HYf%N^u!wU$H^)K`_~AojIelbj_E_%Y8r5$SX_u
z8(fd`e!QMtVWR&+&xPo~7bS7LBcHEHY#ptA-jFtTxzF$epJ0&GlbB3oZH(m}$3yoy
ze}2=v;7;zpSK{Z$tD&J)Q03t4MQ)z8^{twZX(V%hyhPUeiO?Q)SHNkwnc~Z9k$MGG
zUCpDPLU^&640VvC1pGS|OXd<fE3Y=v1;R+!L*!79NhsMG$Z&%izIFc)TW3I{YDC}u
z9k_o3ftV1qZ6;_l!fn8)RH0j&>F~3(hgJfAp91zxGUO{~@3XhXICBPoz!K9pf?RS8
z;~)b8g=mkZrhdXad3u`ZdvD^Wbn3Xo)l*`g0F-=KZ(g|-b;|j)gUZY6cci}C9$(3F
zh+b)}vHDutNqAaXwXDxF_%8U$@>W_i=-QuKm1t7jxNF?iKE>SBA|bm;w&^wf9Rd2h
z6Lg{*v~K*O<g*0?QgN8tU*Dv#)VU_qKqetVURIg8TQ=BkqJ?L!{QTBAuLmoneux~G
zJ}OH6_zY#Y9Hlc;e#&>hmpS5YOC3$lwvwU^oikUF%BPUDERn;9P)%l7F0^kg!3maj
zqnFj_Jz;JMfdw-V#7IyEp>MAN-VxEaSuVeSP`3YIfBti=H+?I3e7SBxP_A;K_X<vI
z@t3pdG9XUcS7aAfO-#^K&d^=^J^Em)X+xx7B!KQzTxse#Zvi*De7{-r>GznD#?^h>
z&GH6sSMj&s9~}L_$lKPj<CET^b9adhm}~C}M_(7meRo*GgMW>lnzQS@7y7%GIcK>d
za9-|4loZGB>1g&9*2^oNJY3T>XlUx~`1wWu!*TV7+{HD;`!1vr<-#p5+hrZ0PY<f+
z&57t5BEp+Dzs~&FDd<-w5G=M!P*{C4v*pvXPq^-ce)aFI?rz@a&_0mFp#F^Jy}3VC
z+GUERtj7qmZKr(ydx`$9jQv%P{Z;pNPW>|CI4B#4`GsdCZa$q`>RRu0(2x7znQ`qI
zL5}EOo%gD8`!4n@_idYFDJbFc@a6V!+UhZRz~b9E!P6pPA{a>P^&ED*fJ@$2ae*_X
z2>m;8-u<(e_Js$>AXl)pQ`CTXjd(S1%IMG6H#SPW<d&=CKIMsor(F4`HUQj<M-(JN
zOX)SXT6(Ca7_Uq@H+IQ?w-lqxdmn+@)CV{iUDYgW>pR#t1i56lt`2x}Dxi3i;k_+F
zxwHxVN4!OL<lvSeo*zhb?64qe(hummbUff&n(tdq!`rI=o+R*t`s{q;UE_D3m)*-B
za*Qag9Ldmlt*49QRE;=Lkd;*rI4|g_kv^DYY5=+Q#O*4)W9f{liuz`bWBW9<Tkdr$
zs2@{(@MBY*)Y-Gl44Ny`8);UxQ$?P(`e^wL>4J#ki^Mr^4~?h3K}R+y#47kMfk-rx
z&qAqktVi&|?pH6XH&*u5W%PGaC<dE2e9oF^)0iJr@+zsSqCa3HF{=3UC(X5v8}_Zg
zt*x&bp15v%7C4xpT$K1docAOw2qO~%0rC)ax!7?Y@i_r9G=-#|n8syqxKp3r|8VW&
zHww!ej#z!8r6`qYGEZ11Qc0aUpp-otFx<ZOO;gJ{ZyUEabH68|?i^%kT3TkldO^9r
z_AphX3f=gbvkyNt?YMQGJ;L%xW52kBh(%01^MVTR@8OQ9JsQkUl$0z4srtbhNIq6|
z>w;cJOz@ShINp@Sx=9O{GG)anyFc5nJoDp?6?LgM_d2@K_KTUyvgU?e)aI(()`B;!
zI34djTIv$od(Y{!eP{8c$gkb|{jUC6*D}{PKmTe~`t7+@zrD}Zs5tXb>I1Ito^uiq
zbXqyFtu6X`t_2VJfOt{F7%7x`4CC}7u``qa80Y@CYlm_P*AU2v)RSS!XxW04Baz{-
ztJO~8pRrqP8?NTS*+fbiG6?aVDpH;87!{zOck3?MJD$>vIxFar5A45S)cb_|Q^0Xf
zq9ULXPbe=2CZ~R4Jto@DJ#w>fdKT<-oLyS7Gq}#WGJ7%du5rQl<XyZx>MKut?v**c
zT$gx3xG?vUZ)A!58IPch11l3Yo2+>Gfb!6|+)$5!M&ty|t69q9>qogpnlDzxCoFbu
zO?O(BOFLobN`3Sov#;Z6{^ZQu5XPA0k&N#4;Fk?6Hn*!+y?Z9{phv^bZh|^2SIRJv
z!*}=#O=KkXKs;3lzt)e{RN3n(Lc8KZ#`YhoS$NO(WW&eH?x$Jyq{j+ncd*CBj#af~
z^NZ%~rG(LfLq<_f54iFoNMvEOHs}V4-~|&`NGLQ>n!yOLQMBIIF7ET^p^(ZG_8$Fe
zN^yaV-KVDadMZ?Iwtm^xKcU8!f7`0MwLxH?N}NZLO2~~|v0E9LlRg)yVijxbKAWuM
zo;}Y=yCgkMb)f#qZ@{prN@1Vy_LNIEK}%@_CeOsK8`WVeb})PA3eNP{jhSDxT<w^o
zHgRZ)Y)8ZZ`4v$N4+7goN+ll&h7(vHt%n+k25$}FacNMUkb(^|_w<;r(Q&a6zd8=r
zHFb{3H+-v0YRM5R{9ab@sOXaJM_GAy6<YaD=^+sm*#H;GgceU!of-&7AfVS1pGO$q
zh$V$|<xrwnL1BU4Eo7R#GFxHA#NlXLheL-n4~aVVn;O&Y*(>T%_%JZyw%7xinN$0n
z7V=d+MpLIh^|ODnOZ&=}AS5`EbZ6Iv8_Ro{d^hR`(?p*16c*uGZ9mN#8<+3F(Fvyu
zPOBY2&`B;K%7<gh$>yoRuZa7O%w#4!AFw*dqstTFy`U6f4kD&Jjbl$!W0M%qDdk=H
zGd@qVaz2|S&}q1db$OakAemk(F@Dt(Rr=AN6t9^x9;4s21j^Tj%?{_Z_RS;~T-g4~
zzrZHbhogRFzGqt-&uRA0l*9HPw?}<YuMv@9XYXv#idd$^Hve=?z@`6WUW8F0|M1=I
zdni4|f;C0g&sSToSvT(W^Vb$>*_F@C7MWcR@ylB7GdjCuvO7>F)4V(E!*|(9ug4+x
zlGcuz7RsDcyBJ4YtqT}_tKW@+j~IzR)70cse?L_3cN$@1>(}q1V?Mx<aC3BNqPTBB
z$n7bsWS@wp(jrgAk+K1i-Lhwc+&5D98oX%O8(-(qU*jq?c}DB!&cKxJ$6AkX)^|qp
zGk2MEsC88=+KY1w7;pWWTi&}twcx$IY1n85XLLlx3EFK$_Jc<m|0t;*v)<V%{Kx+t
z!TxL0yOSl3ycjGJijhDa%5+R^=OU~+eb88^87#zzPEv6`2wOsrCba%;f8=e{2bgxs
z_}?%<L*4@}nEHTPI{T#_+a}oL0)x4I`&aYIQ^0H+&Re*TY?_R|ofLAGeqv~1OSInW
zSM};YihUYqm>hqzr`Pa*WtV6Z>u8FySpT+;pZmJ?yO^yZHis1V^oB})*>TA+=YG^p
z%k|ConNH^3iZUtYP`rQUqNUgwi-QT(A8I&_nGe*79<_VfaG)zZ$k~-Wv;A1pW!ksW
z!$YZ$xE{#twfnI=-es{garo$N#qvXfmk)ke|3vhoZsHD_gqxJj*Jd#@YE_uS-h^(G
zOF_?=UyfS~DHPLwvu3VvJNSWTf$jXzYD=pltBx-&$*5QMJSbSqu=I9J{E&9?I7?fL
zRJHKNRT5_31H$-Dwv0y|H($fO;cU}MHwNYdjDsJy4D7i@b9|Smh@t{bN!*cwV#Uk1
zGdACP`LI>abL0I_<$<TnXs=5uOFT&^%%)Z|2?;8ek#>`+t;yAN+cRxz|Aooo!;q&J
zQ}6Eyr%z2L{<Nk$q)RLw=&ZkyHX+^A9JoSJNH;Ewt7va}lR|9GhHY!#A2}U0e6JQ*
zoaa87=<n}%8NKPMKjg8y$+XxWb)wrMb*jrMvAV{DI=!AMu0-sQc63x?*rdBd|LmWH
znxD=OT|<L8ri<QA#qIWp_D<Ihrwv<gyhlp7rH3su^GJbWw6Kj8mt4<z;g(#PZy9j~
z@rkv)FIZL?|5)~STgA*l`I;a5=h=Xpyy8CDYNb>4XX&oJ_%PUf>vh!1O-eC3{hk%~
zzh(F?xK^;(?B%-b_f%f@LAKQO78_evSEjI=V$!0Dj$NI>*|BT)j9c5fIMFogV*<yS
zOBql3ME7}9x+Pb9oiuJ_r_ZuKP*gDbiKB-p;_{geMz7bEOy|=FwA#PwdAeTG?-=%o
zN@QME*OTcNQf{0|ie&TnEGzk0XW-OB8s`m+LD{0K`PkPuCcIz&v4-!xnXG(a(T==~
z_0xNDZHIe#WoNCb6;$amJFW#pY_zqf`}Bos!wViQsr?!a$@lUHFMT#i*!`$-%WRnA
zsypwCgC1U8A=zzJ^S*=nmCA}`vyx&hr)=8emZ=^uuLgOGnd|i=(L_<2%zxj(d?t+C
z<3~&8=I$PGt8U!LL~$YVc69+y#FYQH+ulB$=G_ewmJwwf+u5a`a5Hh95jV9G7vprP
zEIq(9OMT*YTqz}pTSg|v_`wsd)yJ!c?p$><J6f@=#Ior9O>cwgg}h_=-|n0`^6FvI
z`}doFX|(M;!>Asb5*0jjZpL=5$#<5K=O9bfK=WobA7rw}M!dQHyrIucu2z%U(O!ps
zUPSUuqfqcWjkL?YtohA5Eu6(`>=U&yHu1}*D8|5*i;WkhbbUVEtL4_*ysFXnj!yc`
z`m1rD4Kq5DC27(Fj0HlaD?74S^r(4wBZT;9EDdRW9jt_(jBC--s&7;ZA5t?hH{X$A
zTn!Q~=@rk=hkCD`8^49EBwzDhZPz&y;9R#Xw2C1_U7RsVHr8Rj@Zrdrv4cGuKQK$2
zIw)?oNipWnhV6XsIQQr%`m(DFKN@0~qkYdkc)xA*&En#CmZ6Jh(-)UI#mCL!_thA`
zn^uP8SaW1~9Hj6H={Jge-N?FWSZ=+gd=tyJ!21O%wrL00c;5;bE!oe}(bBLz*D}0i
za8klrBCGDtjGM{*N1@D9x(}NuN|7vD#!o7@%lE6TDwE~vf14X0b-j}BVR{a0V+`;3
zu9mqJ>68^pY`H>Lk43)8Tq}I+1IMK5Y*%sJDXF)G11781@hk_uZ;MrNpD)W3Jk+ru
zIMe67xGRo#I5K8LYjM3KtAxTu=cHde3%(aFK6&-$b^MoGPAefo8*YjJ0rZOqQK?gS
zwn^o1*`9v2qkrl|%D10t3k`mbN{1Rx&JF2sFR9;-=vmNaF>}-2mQKTRS-bDZo5069
zZq7o9e@ujSW(M!K;1J4wd`PFz$gN4z)b`EB^C?SmN(QvtCw9lZm(lA?aT3j9&=1Zx
zVX@2+W?k*ym%3<a5UU?SV;){rByf&9Z+q9$uj+z@LvGT%8p7x3L%K>>BX~pk=&JpU
zy+T)Sk33>G(km^Ho3<ddRJx^Kka6aMkzCOS58n}sRhKnCUQMd+h-LIYSi~8*`(?<_
z&d)yARxw9rO?8T`)Q_zKEvkTyDCwu&%Hp8arw}h=hZ(Z_l9MM{t{Tr#0*HVaV5+K*
z*(4i${Rm}Dl$mnKnWP#S+JM<)Ay6b$D*(Q#27LK)!{OX!=mW1RF8Kfc9Dn*VO98z(
zqo6?Jz*nw~1z-2vNgdz#wUJk3-<cOn#|%9*eYXGLEGc|!<8@GevxUea!(QDLM@k;u
zslFfS8O!may(YDCM9DZox?I9WR=z=To+iZM)XSl$poZ;|+^N%5kqL4(j=z>%-&*~C
z*s43>uJ$eJ*(Jy5$tkxmo6>z2Ib)HP@3$D9GNK=`Ij}9>@2Z{s7qQTV17|jVvZm;>
z22MP3NDX}Lzg1vE_?bcF=aPX8PpU_GB}_C2#CHoY9X`BmPVBUfmJW3ut=IMsX?J}d
zoKwg&Q2B9uj6tfHW~%gbu$Eki%ivxgqiK5Tv7W7t)d`{g#hagR7;>3C)wDCFKVffC
zXSC#C*!D94Cym6f1xHp799a&DqHMct%O+vEzR+1t#L;SQ=VMy-^VC*iF=>>ZA1&Lh
zU*=RvKi6MK{v=mhu`_#kNTc)0nL8KLycQhmYhGG;v8L8-WaIO6@Oaq55=j4hdxq0g
z&kL_TtP@qsw`Oe04m@Su%zEg_HLkUF@kRMQ^A@2()Dh+V*8=v-n?z?v1uJb2Naoyb
zr@*Q_agRsLa;4Ce!iS%(c4F%mPSX3;9#ip8o-lnD;q^*=;?5b-ZAsEP`t{NMqMBI@
zZd8I{3=GHUjG9v!cDvHM=&Br=`@vr_OwWAl@{E$h$-?e0PD$TX8o6y&F9`ErJ664w
zm1i_0!S-++-Mq*Kon=+oI-cEZOAH;)XY;=JrD}OxvNVbuQhRCX&+WgqBJ`Q2T*7Ma
zxz$`7gH}6SXnM6N@r#Fs2Zg<MA)5DlWSz%0(V(&9H8qSUzIT>Q?HXM^N=|}8v0ZEt
z_5#xvIvkU&_5~`n98;@0E$^Bv*?Z-2dZmT?8o`X~;?`lj43@TPgYQ)PIXJ13*(R!0
zyOtIl=M|Y0+`lSh6=!OT)>8IrFR*@++HM!bRCM3kS8|d2Ot?&6ecpCvw&S}Gq)bI<
zC+JZf7UXj*bRS51$K|{w&YW{|{QAa`pn2gS?(-K8$+KBJ81QaUdhm`>j#}5&v+IkC
zj>1VwfVMzj(v(AW2FrGl1EE^(61<i2DZ6=uN-n4LXPHPMxT9*#k%H6XRxE2Ss1Bbf
z4QRP{YBKu!`n!E2N9#^#_ofRP4_z|KduRXSy>*O)5=G4|?%DC#7M80`JWdMFgug4S
zu)Ez5V5g&{n|CN+RrsbUb=rXV&RaDT8;|qQ`52b35j5~GaMe8a{$=mQ6L<Tx%Qgr*
z3kqKOxmWv*x=Pd6Ue(4EarO;G4&vFyck@SB{9+eh52{#Ni|)LyskLHmIe+z>K=sC#
zUxGVtNwe;8qkq=)E<LCBvb5pcIos~18X8Lxvz-o_h7PyCxtHY$Kawt3jAPjT%Qsx}
z*Pi0D=MAD7cMYYtexA!p&CHtu5KLl9Nm@ciMh2i^9bn~T0vk+;mZoj5%t%@Ufl9y*
zl1vg%4~B;hT?0BUDk^FV+bbCZ)568?x>5ORWaOEokpcZBjhhal=O|i24x4{nEOsn1
znzK}8`OFX?XkuG+=`zDbL)+|`9irh(G81+BMQQ_r90AqqN;rO|aHJ)iyc={|W+t~M
zynnjc$8b?a$JVndq;YNgDwVNwLctRCGS~L6Jz8MaDVQJjO|D+q(3gp({$7evWvGoC
zkMq(NWr_ZXjY@KZrpH&_xsHj}%f*{ttJME0E!;5fXJ~h8E+7S3FZ+Eo{!W?;oBY~U
z7tY-6h>Xy>KD;a+e}VI>n}M(B;yS7;E`xIC`GhsYRf{9HH=lZO{F1%K`rmJLW+=91
zz}8-+<#df~qL*{MQ**pz(?mj+)fvCry7C8ut92{wckGk*vz@1=SZ#V-V64J3puxOd
zp{|R1ZQhH)J=~vyth4$x&cDB=R;#@0Xv5E2JiejTBKqDOMyeG%m)dXmX#e1J4J@Tf
zJFxHO<<GpFLhrsM<hrfqJheU4R&viDSM6H+=H(x45<PNH1cRj6Kkwerziq^cR@EhF
z*}XJWp>(ZY+y_~Ezl{e23h$p4r!3byxToDzyip==!<Ir*W4aua{b_<qR#tgNjy7d-
zs#@LVaCy#c7Uew?w3RZJM;?A0w#Z%+xHZuvrGUwtY42-hkpds1BJTbADq7QhUk=GI
zZr|-CH>abrBf)~vQ|DBQi=a>{eU<#&xCOVFKt&MW;BB+8brd)Dt&eUoocCU9C~Gc)
zsnF4DG9!-N)CrU+>U?wQS(tStr}KhCw1qFnn3H1NriIG0?7{V$OKut+6yoe^K3%oS
zhKJ>J{}G*p64tHLos?x=g|BLK*&BmJ6qRTtS}!{DtqqM+xTqJlO1n8hi*|nLSLGMA
z3pI7>sa!!^k{XqxqWL364=qpMT=IP%{4^*&z4ASlVgRkQm9s2OqSZRK-ys(dY}--j
z$$h$R@2=ft+0MzVmr6XVZ8!IiZ<~Ft-59>=gBaX-TdrrQ)v7dF=B+s4&$FRc2%k}z
zN9}$hmvTH;o-c>%c~svZRYC2r@I?vgQx_t89i&s~WsgYEo{~y0ITmu%EZyPtXYCn|
z+YRzJr?lr}#^ZVKuti?r^M01W`=D)QU0GU20i8sSj>&gf+gkkJ-H3-`;X+Bsd{(VA
z#{8&kHN&y+O_nDYqVG68itO_~V;3d9c76S>+{Cy1j<@*lJ^ZA0+k5_0Tqy6OD~#In
z8>(@7T>3dBtao)~;Ne%5TKm*lSyw2H(Fa<^`&eeT4m^$hDxTfe=(~q=qQJF`Hj`mO
z-@m~i@t)7Q%^D54ITubaUMV#eOgul<x4cu{mc5iFcPC}-I!a9<-?&}05ks`Xjsp$_
zUyM_$yXhz<Q3IAOo4N*m+&BH%xl@FCr;<bJ=HHTChn@+A7ccEBXgPIu`{si+Ta~OL
zSJym!QZsZn#X2mN`KR_Fci+}u@op;WYP{!+lf*s@_#B=W@3PXpc21GU<MEu3PQMUc
zM2KkF+QjwA%=K&UpOC&bCZitmx$QUWW}lEh?tA%9K4C~2k_t*l^W!SB9MCymDBiF=
z`HMiw8p?e&L5*}jjwQp?Byk%4(A0~x4t2|EAx-bbJIqXOajtJ)u2s$p+nvm5^&tLP
z*y+<fx5Ync%bU!yy<iP=+_0w4fJaC-W~ktqa(edR+I4Z2MJ8K@)y<v{TdkFQ)wnT{
zek%6Wlk{7>>W*`JPQO?#R%yS*@=*D0!L{~{PO;lB=N8>`mQ`%&vkl{ZarkOQnfGqH
zqRGc@*Y-y2I)&q}tNQds7Jj_;8W&kUV`tBrFN`6Y%lr?vn!lU%^$e7jWp^<7VMyiw
zE$*4)<NouP_Ey)9s-D#i`>-H!p60gB&j_Q+u|I=OcbMn*r}qs|O&u!xbuhlAbe)g!
zk2I7zzr+kCvmDDz=k56z_0!G|oV+8@>D8JbT6kR8K`P|EijUr6+<OK45s&JlOpaG(
z+u8FTD)43<vMoxM%Q(#cnZ}c@v&(|Tn0fiMSn#~C%nVCIykBJhsGG-9v~6PFiuB%<
zdE*~_20Ojnwj_tVdTGkSo*W>jG`FjB<*uhH<@3iHd#d_0AKw16j?%wzT<_&uP3l)8
z3w3r6-MBx5EADNO+AI;Ay{+a;TYjr)-Ne;fwLwF>XPMRNr@rjDDPwu9QOtjf+xcQO
zhQ4odH9gNHW7<nQMd7_&8d27GIw(pRFbvKu{f?7S<cit*H|HteX3tV7Xbj#%wj=E>
z^@>QBuQFGrgWB($Ix|CE7rSNGEzK;0dYzUvmliJ?_6twRYDm7nc;w2|)h#+DbXF_r
z@kz;DRsrq1P7D<H9n<bt6PP-iXfDrvX(BN<c|^%C`hxAOrbRT1Tcx=WpFD>x@2!?N
zhnMm5!qgGACVYY2W7Y!SzxL23Z|hm%#H4)skaShaso!(IPO5Bp=szg&oNi9R^~PfS
zDL=!iPVoo(LZv+KMo$N3`+Q+2-U=h$5L$xOX?CqyFW$4yMnskzQe@jo5u&{MfpWf4
z^x#yim$0wLe4TILu?W>iZzp-W*JSTwwN%{PtZgVRS)ldj>c@ze&q`M%WZk)nQoPWn
zlWVI^re(``#;r|<%@kI%b-h+^tkt9DHh<z{{fS*+pD*QvUi^^FSL1u3>jIX(f8Et4
z=yM~}RjAr|c3FOxL)k$m&h?Ft+vMaA77475I5WW8{eo|ppLhKq^MVP1PJzg*qjzsT
zlzX0f>qn#I9gk>+m@PIlPZ}Bq*Ug@%Yo(zyM4VZFNn)4s(Sy|0lCS6m0=6VDUvkLv
zV4O3V54hct*cK>JW0|-4$g!jSO7SdO$;nG+Ti#mSUmKqEz#;8~>`|NEfX}7dZ8tam
z5Q#Z?aSjbYovnhESC_Ed<GeH}pTkA8-kW}QW-uOb{3Sr~sPx%J7rKv{vSC)gW^GF?
z8=KIM^E>B`r*CCpyRF6f!e>5l)7dxLSGYc0oZHoyO!GiRWM4$n!s3$~n^BFpz4fl;
zDq&Q*b;>&X%vbe;0&lN8f4F;wLa94bd-)^#8wp`rD#d5H>Y-ER!+bftl`@VV!%|Ge
z;#&e6i~4qY6!&fkHR7cDvPAJqx+Im%a_Q4xvW47vj<E~9HK(r6`dCk^`u#Y&TF#&&
zV4}-+ul>QimB;wjYX&m#o_G2vrrsij`y;Da=Vg*Q_x!wU?c;$>g&bQ``)3B6)vr|_
zE<MD1H&IUf97SMf=&kkIzrRXOo;)GAu;_DOPSquhpX#o6lFHnX*W(kGJX9BtJelJy
zRmiM-FWEGi`}6p{E{n^dZ`0<VZyw3qTHP%u$QPW&=Rb0zjHX|QozwdqyZ@QrRP)rk
z(gK;al{eOIu-V^}y1<ltY+}=vWVzQO6)H=H1K!W|58!o%%Tm$vXwSFY?w?+k;(1^+
zn)A^51B(gQ<sr58ufsQpmsribIVs|s_iXk2SYSF;)eZaZ@*}zr_^)sMQFx+yz0cWM
zPu~LP6&10vRhG#vYG3DRPya5zvb@`$nzCms=a&}KZ2Uk)9^>5i*5hgm9nN027q%_D
zb5T}l4qkJ6XkXED-kdujQ=^ZgT68TQiIw+9)hp22t^Cxv!$;=CmE+90*XsY=XgJfd
z{@7Db^$4TE^`VZR5>oy6PSU1{-3aOwlakl-ZIhU<bTXRjpG=+El@oJ9_&a-Ywawrr
zi<~lM|B*lHpY!&w{7gNSR&0qDw5;x^^tFdNy4G^#Z;Q8tOPX42JREq<QtD0Vf{?M&
zD>h9^O4*3whKR>EO(Z8T@=G=qXsa@)KH>EhUi{#eR#z$-HqF)&s~$6<6FM;HkdWKX
zUlVX;z$4LMXW}{TxaXP$FMgy*X42<v*cw0`%Mvdp!<NHX{YFw*Kj$4O>vd9hnt0zl
z&{x}6ddFw)4>id#f&G=E!Gq=>4eQdnGHFwdoeOvVTz7h;bg&>VxBp49*WFp3!8DeT
zZ}b#}+5wKQzZe484ZLfqC{}s}H^#$nyO~p}5`0!vj2vQ_YPn!|ZJup~>Z>%RUv&6t
z{rbm+9(|McjnN%R(FkUzT_2jGDEdHp;DJHr&FA&Da@}k+bwB&+d$P)C@|~AnM}0Yx
z#!=4toz+H5T+%35sMk+0Ydq(HVMwx*U~2hCQQE%W(yY0!YfX*kR_}|?j<QJ&`ZT(2
zQcf@Afh0YDF_Yrn6;=ZqF7b_BpQZ|kX(d;dZ_Xy0ESoQblX)sDWo}CQZnUX-SnOT5
zNjD+$?22ZmAJLRXT473;7;BMP66c2Q!Guz!iFbm6zuL~<@)QUuKPjd-E#;Y!!hW7f
zv$o~stn<MN!It7q)@vu{)cfsXg%g;WLjwhp^(whucE2_DWbbR*H~n*~l;vtV0nJuT
zN9Qpq^`V%)+|s7a{(H<`YqMRc%{Uqw<QLD^gwQj;Xrqx%MJC>kRRXGOf}Bp?D)Zyw
z6XU-nKD)#B(2D!hQYnLsLoUrd+SfU1Pf_*1DljhB5L+2xP^RTMMbWk@uDa>AsGP9+
z-Okt=*N2v!G>w~=rpu(fFHgoeUf#QoB`!){x*|@t?(*nk&%%9a-_1iF2aAfc`#8!J
zEKtec-KOgpLB+e0;=}OZT77XElgUw2TOTvN(@w=zK|PKdRo}Euw4S{&>AEd}N0W&)
zIM)pUpF^0%{@n9(8Dm$+Pyd9(`BlCK%Via8yN#lh_=_%mr_9)2ih4pz5wlJa)|jDN
zbD2kZ|J1P6^hK-w57ml`FP3-SDB^(nPyLUZxMb@?OEq=Tgv=F_vEd2@-b!>O>u7CR
z^_h!2XY2L}NO9UZ9TzwrH<Eu~opEJYq}aBU$2UD5de{_de)SDlJnPRuEi`a>(q4Pf
zX>MUamiN8zs#6`ew;N?FH6F1Wq}F)X!6O+*b<k#&ndPc1$tv=HDWNu#i>+qs_js<Q
z8Wjn2eo)35s<rvjP06OGS{fUF*Xqm|&g*FXd|CNNUs9vMYUTad_AFy@LmP>Z(llPz
zAc1yup%}*MkRn=>Y%jyC;w<B_6vM?|=D9&SMghYsxB@uJrvzCiibuX*kUmbGe&0CI
zyiX@3lflmFM{=u8+NP0<25PKo)Z;fq-bij>&|ev$A4?ajFOweo-r43A)wTSitegMH
zXxy@xuc?0&DA8DCXcCipDK=Go8_kOs>{*ghDaK~o585#1-ltY~;!4Ma!tC+@R&QBf
zFQ&kv$3Yo9qLo9dZMMY>m8eF@y-Qecd9Ap#te_`c$KIP!S8Uk%Ug}kGj@lg$Q={p$
z)3O7TGdUG)xU{`8qCEIL!k(p8{Muzw;Fl%cvLhq-a^@V}qtCx>rI@P4!-aBXFYU_-
zHn9oLZ0AY2$a^M;d*F#W+vj%vg5tdSdRqmfa+<GhOxGUfKCoh;pScr!?e=Wg%@Bqw
zt*-Q`dYV*D{ERVAc~Ye1E?KXqmU?~h(E@kED7&+gt5Uvtn5{cw&3pUMvl=e0bMfvW
zNA|3<PcZ&wTb4E~YcDQ2neIq)r@-jJ4F&ZXTUiJ1wk;!>jF-!;E-MDnO}iEw6{l#4
z;|OwP)ts&^72Z01eB^$(u<57u*`q9%9*Ip3aWXuf7V<MM<)q4LP%ZV$8h^Ex<J;xO
zZFD;XzA?`%ZJVRkbM5BX?S6jx`$mC)eT`{asXN2UsV~<5p1Z`n!zhElK30;`{JxQO
zMq6cGTcuf+H^Z*YFKl}`3_`O<&GD0|1GdwCGOVGW64#N7F8Fdq*`%bLUhHFEgGTKC
z!`FMqQ~m#c+(-7_dvDpKj5uaUlubfLGO|bZ-jR`2QC34%WM^+8TM6NiNa0ACmFxMg
z@9+2fUe_Pj?RIXTe?B_rJzlTp>p35HP7;w!p>pHG0!zPRk64<w^o;Bei_dkgh2hUq
zoGSXsO@=Y>B1%1_a7x8&vU!;#i=g4VkG`eBUA8Q;qT%i|hU+mNz2tZz(%kP%Rg3M%
zA2-`kEppIoclp1T^6R4ikqr5~_z6yoha)<_#`Vmv682bKaTW=Juw+MJ#v)~Vc{5E1
z4XtnMf5b|?Uq*<%iKzWW5JlfWRVmiNKN3QLLtN|R9FL7Wn6qXl>*f;gq4eSoYb-O-
z+bSJF{V+k32pbQGnsC)Ll5AY-U&_c&Dfm8=P}!F9?3);#3b9yE)Uq~#NFLrV`!D{t
zNgYk{C~t4LH=mrbkxJ^HQ~&scaKt}9p0re3$o&x>i3E>+7_(F<t5f%UZ9ufz;6*9D
z-z4Ji53fIwmL0nik{w=ru2@g!k2G2IdX>ILyq`KHiuUBz`)W4#EFsUQ1+U%}pPD^&
zy?l&9gK?a`_QtD6hPEVQC#IE@TeufTgAL})o+|lRjrpwmZ2oT9{C({LX6v$E!J9C)
z>9rg+aT3)CX+|B>WW{rIWDyLyl~#){xSp|0_T*wq_fE*%qGvViHIB`HCt*K#7{%+|
zE4tIe^Q0$+i(de5-+wZg^+jE)m((`1>#(TiVODh7r)TQc29Y|Zchp9_wR<F9+un?&
zL}_E(c~*aEtZ14>-)H?=J?^MPQSBym?F_jU9^SEtD{V{pq4F>BV8UCzzopEMg=YDB
z?QHWurzJ3z)QO6J%3fK&OOrR4&8v5YbhB0#8}mtmjFG+O^e?0Jo0pl4B4317lqoVZ
zu%~YEa$N97oe+lNKjwXZ$@7Qi>4laBHrosRQidUTM*P<f{L}miv~P!9y;kI<Dvu_5
zzVybs9;I*iv~P}e1QTSy|4wO|&@kAgy+%RhIS$>0h$6_ruJLtL+eAN9`QS}QhgGk$
zh~FsH>2VEZ<G$MbBRB4Bywk+?(S&DZ%nHgRcA@@`VwJ<yF?wr)TpyBTMcP+(L!`9i
zyxsi<yHZU~I5aZ~jE%`m0b4N_yM(*vzw4sN^aBj8v($Z3Ft1>F)3`NO%XEh-oV1YW
z4o&ErU%7;xCOK+m0r;-(q_n+LRG-u>#g5gcwh@HxHjB1tH808iRyV-QT)^wPrn15s
zC!EDVuk*Xu@F{*qZpzl&7NLEo)%Aq;XD6j>mdltH#NX8#m7S6y36(dCUm%GWuA}(w
zLjL9?*f{6LN=o=vZ2p@&&3&&_mSWG`&a$u79`tiEF)1l6JvCAuS^tU&ePIoAEs&I~
zthZ@>e1>Y5jAWW7Q&^^?q_j_#f0DZY!&Rlz4n&e){EG!rR`e^znPaGw{fL);Po=35
z#t7g@+jgp0JtSXkYBzW>QS|y1+jx!{Pss+s_Dra&psqptsgL0eoeBamOGCs~V=`T6
z)h-J<7qL4c(<N=UsSM(kHB`P_7^r<GL6BM_R;?pT<)1`>xMQvk!Aqxif`&6IsTWFC
z)H~ArJG0l+(gRueUzuy$8BwnlPYj_|t0O4ebF|!iEyRSc{K46qU@-PV>zkNyb9<Z*
z@$I@8i@!sTZ{2p|-u#3?=4!7#+i!f=&r+G%_EpO6klXGV5P7Nj*fNo)>68(@vh5x7
zrBfeIX?-v?FK15_bEW)oF|qH}3ngwEDX6v4H<{@h-;a0Ilgtcc99!+`Pbe?->z8d~
zmE4i#>X=fpd@;^lR%;=lkh#v;phGtx`a<(&;wgGzv4_%uGXlB9oSL_C$9=v(`YwOV
zSM>WQog3Lg`uF^Z#YV(6T+(;egffjv#e8TNwUrx07^y_|BHg<@8tEs<W$%=F7MtUI
zdaO2k_$AHrL=1I-=C_A_K4YLroRhDpbW)jqz@cP__zC{S4}QikWEzV|RDC|`&7Ve7
ziV1enK4h$pK1+UbmFqXl{vApztDK)m+Eh~esE$kU^8A39hG*Y)Bd<UHvTxAKtL*(M
z<flE_@O^IhP#-A&Op-GaEZiX5(Hu^H_}NN72^SkQ)b5GC9w~xPKejIC>%kJ26Ia*u
zXz-W+H~AEGP$=+`Uv0c^a%%Nw_&ECH3faVF!;!hw3wEbWyb#Y^rx2+^(o>;%KB;EK
z_UY-@6KmwX^M<llbnDsHe1;0Au*AA-^@BHyvIZ#9s~H@iB-Ny{VE;#U(<;E^INa&Y
zr$U9Q(>L$BMh7eOtMf^dM;g2M%4J=RvzNW(^-Ys_WMNpnWkX>$sj`^e2e(yYZS%<b
z1$X4ZTeXDECV`jgH$u)-xy54)^TjlYgUHE3IoEgdx_75kOsrT0`9i2JcTRU{k!J~4
zOosK87x7T)XMer)M=GU%@;trC(>6Yb%L-}X6hfo;A<>cN>?3COI_f@lyz=Us`*9y9
z`A-k;=Tl>(l(9KKZacE$fBK-3^rw>c{I{pCbvb>mrI)o2rTLKw)ru-)UE=Yy@3QvQ
zJ;zzRB|Sy5bi`4h$SO31=gu)U_p)NOROH^NVrBf-PXqfj(Un_xriys$uFYKW;dqjv
z=cz`nV>(V(mH*kLy%ae=*-_mav{T-z;;HmZy$~OE6VYA<*VH}9b(hjRk;Tdzsfz_n
zOJn{j{8#c0!@pgS)irIy<8<;I^d~tfn4#!6AvTNiA}Q5b>M;zxIP=6BB%5vCTMo_r
z3}IvXS$)fGC3>Z!;#gVox!cPdevx__XG78kFWBo%HtcLZac?Ng#1>ATGW&z`>dJcR
zE(PUx@i$_*!>ZO5ofS0rGLC;V8oJMkay|6L;aGIr%`-K+eJQ+++>OM+RrZtdt43?%
zSP}fJfrD-8^b?6No6jFsdpo3Q5(Fv<EWRJqn=q`8X6VR|-4uOUaDx~Oj`0gkgQG>E
z(*s@SzHnI%lyw~Dc^j9yFl@3NC5#l^*;UtdWkYYhP{BqXsyLw2#%S;VNqxI(fj@K#
ze+{Xb3|XEM&%(L$RZH@4ViJoP4mJTBaiDpgLivj(b5=Tqmb_*nrG2F@@kyK*0V?AJ
zuVDZ3_$$#6zCAIv)eB7n=j-Slnq)mIbmDlw>(k|AVb})^YpFh>8$wG0nHD$tPT6!w
zc92G2!+cOZ-NF-bX1toMl76E%?ab9xxm;e^UyGdd9^J<i`Bvxr2RkU!IYK3F&`@tV
zao{}Y3EGKtkhc^s>8NIXDi>6Y7ypu>yZyUDTv7@Ke{j2=A2(cy6-!*Z!p;O@Cb$<Y
z8C}_~#r|2IjN5Y+KPAim)@v<v^wj2-SHNQy7gEm8$e=7}ndF_5z+BZn;L3|?j-l+*
zlukVr-##7ux|WT^_c30A(DUk#nGPF_ozG3bNMw6V>&R^|QYaqOSP$%+gC#j3pkhVL
zw<jG#5I~R57?~7~vmv~+Zl~fPkaMLh{b;ml60bvI%1z+id1LyHx6wgYBpxVZ=jeW`
zk)j}LxmCD2U^b{<=Z3yF8rs>OYP%b8KHn>Mkf3rCN8AG^Br5V|XrwX+p|Hzp@ORS5
z<_gjnj@N7{xD(;iNi<=YAjWU)j|odFh9+xkS0wKHj+!S}wMf!_ni5`m$%t}0iz0Yk
zY1CmoOXf_Us{i?P<O_y8Q~b^Mp<H5hXReIqDTcl<mF;>3ag&gzz_o4ef~oZ}G0SKv
z`FwR>+uxg!E8#eXk8-h-JhFSZA{+!$4H+*NG6i_mX%o5SlCvOzrF+apax3fImWV<$
zRI=9v73{4eUf&XsbV?c0l`tyt`lTtgd~&E<E2I=*R(ECjO2xvpXBQJBJ}=C1M9&7S
zw?tSJbv=cC?nBx(;jiQ`UNPn7S;?;_hN@U<J^u#HCYBPVU7cmU1IjhHsg7^!+jKsV
zI{tW^NkPNN7=Nc^@4n(QM!N@wmP_|MAG?vrpGv3t9RK?zxpzRyEK)p-fwy@&4XY}n
zW6thrpN|#^u0fkN9nqS0c&UsKw+eP-g-3KRer;8S$877<I&|$Rx^v?PCKQKS#c6WR
z+Vz52#LEC-A4#62r=&-c3|EXo=x6qs)BG*ABV|2PzN%BY@vre!9iDBKy{19JwKG0<
zjnLtZ(7|PIJ$~w3eUXSLQWYm2Dkk#06I$~#AD~f&F!KKGt%jH4vJ|NHdHY<)`{vIm
zCwFR>M!h-)S3BOxN4)xWJ2-%J>4AO304{0ScebS^vmmM33*iMT>Na&OEmFJkAwNB&
zem(S$_Au0vq-oWf(Ac3E&JlmrvZ(cL!=tv5rS6na3z37bpyivgi0sudZgh{pD4{=e
zfrx)L;W}B8U<!D5aXEg9^M00d&VJ5Wr&pIFkAI>EGM^RJyk6g<+7C0_e({yDl9Jso
zO3N2!hu^4O<MkfCBoOMw-FC45vy)=ffK}LWPOk9NGdxwQJsz5`AA^Y3x+EJiPS>wf
z{s?0z5k{%e40d-@YuIr`YAq$`j;~?mT4x(u*Ju~GgHS=~E013)xy1%P^d)%aHXZ*w
zfj=lUcl#KZ-^?R*hctS-<dEacIMIXlot-p=%iEZmTaVF<={<~0hw1*19JaO$3*fH`
zZd*_<zvvh`v%s0UOQMU4AY=%({(<_jR{P7RuPA<ouyLPoGy$lT^LR|QA)<Hq&@*A{
zqQWWc7kaD7Z9+~h<$DvJnx*V{c2jAm@{^-FzOd?Y;D}VE%4f<R|5%BL%ZY_s4<;!z
zcnDtTMWqLw7)1nedIr|?x|yeR;?zI#l%5x`vJ!w?sZ1d)_CUGgwP57%iOyi0ATF+>
z`ur9;C*-*X54BwO$;`wn-_*yR6mVd|(^}BePhL}FVIk#Jo)BzRs?*v2GA^dKZK67J
z`E68>AkqErvQ_)`zl&tcPmckj-H+H~b;L2k-6&$>Ymf)tnZyVswIS{!!v2qKL-Y0u
zSjH<O_hwR#^2`>xu!ky^j-ea^FO<g|?pe3&@JzX!z5M946@9XiN#Vx)W#dP4i8<}R
zncvg3j=i?zQWZgI)cWd8e2YVMqwLYRZD=Q&HxEW*SJ2aQ_xV1g(1;VU`ug*5VrGUE
zN3R#j6*hm}B=^A4{dg+V64zXe>cg9-O<O&7QXM;_oC-8(B0<$ILRGj!ncKhAelo7w
zqjzf|@wC)<wEy4;ZzE$i=u91>%_9L+f6h8>=zFegoMPqO$|s-5aD9WcPq2ni+b67h
zsGR8(usz}=MuG~H<qhHcp0g?NhqsYf(kl!7pkbq3$I`%U>HKZ#zC7BMU0f;sFFy{A
zc(~RWp)gSxAN<XMsUeo`;m?CH`R6icRAJL24;)W*>I$E9sCA+eC(c!^hzOxpN4=t4
zhIsM>7`Wf5KR!A_7<)^GKL+pNZw)uQsaoed2MJ=A<wN;-^SQWoC}OljcY<gn>#q3x
z3RPfa+<hbUt^sf9#J{nBrTc9{uU#mIFvkEU+LPhm3x=QknG>OHGo|&ozG#7$F9hWG
zh(T2;!Z^S2$9IN5>}mb+eg_1&ZhGBSc2S{Hb=%>Ep27G!Z1H@7SGM>Cd1w+*<n4~}
z+5AwGl>gtGpt_p}A|Jc;AWuKkU2tq1hUu2YOZeVp_~mC-vo(&w6}(p|UqmiAuusPO
z?C_Vkqu|OsUBV)}r{&SL7Gm)6;LNIVGyktIWXjTsoqT>+w&MHM^j7sFMf2+>d}}c~
z1?M0Cu#9~er{hV>_0#<~F3Oih<?7beTuYcUry=w6@-xZVS?MR;gBA>=$xHlEz9;AZ
z-ns_wXPC7fbCPKZ)#Tu`BgS^{*sLUh<A-7@SX)uaU;Ak1Sga|Ee~L%ZE%p*sQg76t
zo;-!kRSKT;TleSz2S@<4gO<=_S$=H+wzwF|C@v!8<J3d6x{ux6MYzXzS-Y<x9!KfW
zkEenB((hTdWt@I+a0X%YKKawy<y)f2Py}rKHoxh~AL8{EnORCa9~Dd2=1L#C*C?fO
z;_!dpNX!XSdkofeN3pL*xQYz88In4Gn~7<&_)@$|Xx04fadLeAsBhmd5e^RyjmPIA
z{#^<e(Wn=6_b=Qo{>6cZ;Ys!h!3xULpUG5@^CW|9@bBx3(s^=*DlWO|P>FZR^%I6m
z8@*{zl_MeM{JS8j@W!>}1F&3jDdE*0K>tbhn!1c8vX%a<ed)w<Ch=I*(@>~sQT=EA
z${0d>UH=>h$VGyF>)$`t;7RB1kB60X{|!Gah1$QJhipE>n3z-;;W7xo!7!BX9N4Jz
z^I(|%>+NW~FkS{-;+9Yt#`dW>t6|^!@Y6G%xa^7;dwuz9|MP5OfNetNQunYS6;4kp
z^Njf^ldgEvvRKoy)lGXQ&F#BtGDP4j{kz!&%>@1XmpnZsVaRX&=B<RjJL&!L`rby2
z#GJ5V8NUJd0CBJ^r6n+7|NW2BuwF2vH}S~5%MDqpdFY;4FQ1YjkXVM{o4z?Md3Too
z+fo|5>dz-JKqP7jrTeVbNV~$uxuxeW{J-z@s@?xSc?2(+nUk}-myT6!q%CISJXI)e
zJd*86_g`-ZnO0r64M2Agi)#G9QY2Npe^5f~Rp?zGa|?3B|G6_3W*F_nxNQTVG9)zg
zqbvFN{p!AzXefxL{MXyz5f%}_r_Du1%iq4Ey33xfjpzAU2@SW(7AxKK&je9v@FGNX
z{j%wnP<R_#nxYJ>F_b2M%u7h(BXI~NMNt$d%?(ON4X&RJSQC#Z|8Jor%(Mia@d(z{
zC4(7|Psrm<(SEZ3dCAuT)p@j5ceL^=gPN6UHLN><0RNDT`rrD};Ei07Q^nYW413%K
zA=O6GYV+&Wy=iO36bdQIzhb#uBNhK=rFQi?)mZ?&4HpGsO-eWWVb~QR;Vhs@e7F@O
zRb9_~I+WCW&I|U9?Vc}j6xRkZh@Q(b#YqJMbG2jg8S;xa5eZVbJeau0Lm*cm>ReJ;
zxtAcOHf_li*9kKp@a$CQ_YNW=`oXRt-}U!hY~a9PPE_R}h{ATl@6NkY!-}^h2RT@E
zz;ht5Bh-<82DE~%gr6MeYkm7r>rCqr3@WGqRrzxB7EzID3T2@_BXantAX`8~$>z(%
z(=nI2sNXQ%eEZ8UMsZ7(8#kVeBSaJNM;Tm1MQz3ULY|AE`-Qc&Q%^iV#Xc&_#PWi(
z^JzevkIZS=ipM-}+}!Ep+$f@V5+u6zcP$ig*j$`3f9-qPSK-fj{*fivKSJW-=Yl}y
zr_mK1#g%YG(eDK^f&?Jh**kar>ea;Xli%+v&Q)A*x7ODHaCzo6H|_)$G7e6*6F;)A
zU7wy=RG4BhZ@vn5{f2!4n@++JMg<!~4qttc0zp^gjRUr4g@!eSL&;_09RQ(nhA)88
zpqgp);sp+n?d@SuCqwi(Wv}8P%!rmvP|`x!CUf7o5@yYR9C+G#PyWA*bZ)Mv#9uQI
zAP+)6($2SlzT)leojeN@X1d6;i^;))ro07P4Tyv`tR6`+e*O+4`BAn^4Ku1#emgf(
zQekA5OH?$uA+?Q`ob>PeYq|gZyZ6F*UxZ`?dUBobUY~yjx>a;^bbwHweR0l7hK1G)
z!FoO)Rfo&h*B7FL0r;1_ULf5BEHEuy-Q*#+quo*E!f~g7V~!B4YR>2tDz&M~jpex;
z_&sg%OC6{@B2+Zz%R^O`hjGW(K5qYL;-?|zqp_foB@pUIE}OB&Wm;H>j-<FAgfRa0
z_<``hL9=FYCujrZxp#x2X`$hZ<k^8a*wt#F;=Xr3Pc{~zmsq;qeGK=6tv9+)ig9*{
zp-h=n<r9k@cur)Oua*$H%f0tjJ#s@qCzGF}{$9!U--8p=i;ZoXGB(1Lm3GN47zho=
zauIc%147vHz3M$fOG{l?K<^D{H%?{aGySPzpjIC;?UGt2;vtFx4+kJ%fM;W>J3KmK
zq4D|%iv(I2Wi}AZ`(zp3-|x3&txsTvGwuw@HDCPpU*Ab%o2aalI#;5nabPKWlKbMp
zehWAqvcQV$LN#@D925=?P9sQ4l+TVZ0Jf`BG8xlprsEGgU(^180}i;`0~E*-9ROJX
zQPbs8JzHCD03cf3r0n-P0Pt7f@xya&I&j(jQr{1d-=O~Y8{95+EQlb%#o&+F?AltH
z3@H$c(R6TlYPD->Y>a3n-gdi|1Ly?>2W2n;KNF$ZeYWN9(^m~Cp4cVTJmv7m4IThS
z0&5+RH!F|szy>RWL6#$7SA{>f9zgW&i;8%P>(|$v00TB(;s(4P&~cG=DJw6h)3tL<
zgu%F|l{}+!DTo)q!mDO0jts8?4L;yF?DtQzPJKG9LlA%rn7hD34b-QNd-B9x4DP`p
z>jmO0cn(`i`k(JcOK-ai?e;CFr1g)9J<D~x%eSHQZx?WfV1!c@zb9NAJR4^#2{h)6
z>JZH7cZlXebNx#6-=Aa^&LV+P{7;*#Qg(O(m-7bZ%=GmmK;7#6$Hx;BhN|2lpv|YP
zt?hY~hi5BNH}t_pL_x*q9qGe~g|W;9Vm)WhCr7E8E*ho(^}Eau9z1ASB|j`}L_rA>
zkxm6sZMVn4AU7{0Dk`H0BEinmARE#q#lrgoQKNjjOA8*X;~x;X?9}fDP532%plYb7
zpgc}MF8Z5qaM+(iN1-g8g*K4Ko&T~+9iucA5aP)eem^POFGWyzypbC@&$@;XT*Ae;
z6PU3j5+HR0A=9nK6^e}8!7XUu=}|K?I|qPT{ooB<utazJh?L0uJ>f)UA#VS@$LbO6
z<Rk<dU$H>*Qp9%Pw%GqU`YJ)kz@YG!0er|S=);%>2{f7mR=4l0B_0N8AUYUB-ZoC+
zDmUJE)woODz?(PUYnfwc;dx0C<G=9mWQ*s&lzqRJG%$E-OF87A%3uyQtR#R?;?Wr}
z)6dkp_w(lk*b18qoM742FI1SWzzxI8kacGRaw%%5x}T#PCWZC--~a>gB%4GFHp=MR
zRj|`w*aD7WNmy)$OC-iccdn=xl%EL<p&E%83D77O1f(Ur#C_yy5I7w;9G{)fu-Sn+
z4+t~F8RVLa_VK1F+TCuB=L}<#Xgh#Fs;*EBv~c04dzAL)?Q_HcqcH%YmM&jss(GzM
z;SFIC6@!6Q?}au(&X6%|%k}m!r-c@I5Bv%cep`Ov_}J?}v25H4+kWypwP6$nXRavy
z%v3)XByv>a;EXw6pwEaL15pw$zQAco&B*9@yBUl1OlCj-?#agmzUL^<Uk6?p^)N^}
z+o}xPIWGCH%T;A?mN8vB=Csi>Y)UKeVU2X=DlMBPG&Ek?f=W7!{`mz^M0qk~dxwB^
zk;DCGv}0iH0)Bhs$w$NcNljiL$e`x#UTL*A1@c3G{j(+Y3R8RV4_iWEfHOKZHPv9w
zK2=FzeHy{kto#1*Z>uPL{h9^QLG;K6v<YZVyX?0SchQ@FKY$zQV*Y0;`4QP!{TIfX
zZlK0u8ea-JnlvDet?8!lC`C4Vp5-7W73521>Lif+83s$DZ)(~%*Pk;i1A4OhQ*FLq
zXx>#?-D(g6j4+M|6L|sSK*qg$-xg$58>8mr(J^XP2TH0$T?{OK1@&O=;n`IEr#T!X
zn~6wB)R5-zpI_r)&j2E-hu;T?p9s(8Kb_%RIYWr-KAcYA$e=(w9FfqoIvxQG4I(%K
z!oF~hsfg$BN=i~eOyUG%_aG1%1>=?(xxA_Y%ptbopj2Bhy><$?3LtBZ2;FOLg5S{x
zTGg)g&npoY={RUj=k6ni-xxKC2pI`U7ig0N99xI~_Cs*p0wyh}rPlq0?$G^@j@k(>
zVu+*%th#|YL7K#GM`Bz=X6nfDaH{R<2m2}s1Kl@n++eE9$;>Qx@&pg4hlnVyl+R~f
z5YrlZ;gb&-IFJN9<E0GpwrU0j)L`kW5ex@t0s^Pgbh`oG8=U`LAh)R-rU9P0frZ5#
z5H7NXuR<XAHWMOIT=S#gI(UI-e8%lt-IgwpAU#8k2KAFFk3}?y=8tathJ_A_MQ=;Q
z&Yqp_vC0L%s@h0jpUeF1D$F{?fn>VJbx>RZm{bHfZ@E7nDTi}#h8=J(1gwykZ9-XS
z6n$KtxMo8R=p{KrL&I{|;*CkO9GvKJR-AMK6s{+PaE#NDjpoZq=P+)HE`kQ_&Y4|W
zaCBLR9Xim_)8n9+;#6V7QiB@Gt5?zpLk^5JM5F;A8MFfyvH&KIE<ZSir*mK4M}Uq5
zAEg4~<RFFs)IBv-RUCLQg_B>>GBToJ775{_)Rr!5J2>!L2d>g1c5sXVuza9e59k3r
ziwXu9upby0Q1SDtGg`Q$4nlXTWBi#V*I}$6U>2_#v%3e&<AI(Xe!*zxIB4L4M%23-
zC-vXHf-ugK+{$^;%tgcoXF3dJs}_%A_muW#>~A(aQVKqYcyr!u_z?(T6vomeV1mIh
ziydJhfK$;m#|X+xpw)D>jx)+rmLQcfC6@0Ko(4^<LHIL@MicZr|9^#LpX=Q;TAv$`
zaDp(z*#r(yWxg-#!2v!2`ETzgw(Zt^4j4DbsW44KIIrNcX@N+q`mRfz1tLsDFwP6&
zEXcnkkw<6%tR5|qaNrk}mXd%X&N<LNwcES&eDVu+_SQ>gjZ_eTTmqw}3X|m>lF8%d
zbryFao5H-HT*#Qe5ln1c6lP>)br*d4hqcN_>%{_#wzm)+VB~b00)MsL7B&kJ1x39J
zXXZ>MJQ-=2?gA0{<;`1QGzlo!oNgZj)ll&lw!5Vr2Rso(8yGZY#DeBFXR2`ltnk|A
z1olY+*vOh=E}|<2D?2!*gmD<kThvmO7xfTaZf6^KEuAE~8o!Ij`DK-S*QsDynp}nR
zB^s<4FSHPXm=m(0WSl4PP*Cz1IgY*|0v28alvPoo!)x&MPWK#n&z)mHmM-YVqt<u*
zTxV+szlFgrO$2NUE(%<yJ8&^9ATaaUN)jmH^MPxR8bR5bJq(;8xp)wydL(=LafPk;
zS%8cVYKWQ$(E)ioYx?+aV9_NF4uItM`ii%JBy*QoAI1WElpFD}w;{#|_>``Nx2=tP
zwEI(?QmH3b1P=vg@P#DVuCf<RH!<c6s1q;O(Ysu?5QY)rA1w5PPCeoVjgGCyq|QF=
z1C^XO5ckBU07UrAQ948q#p+LcH%64;@qmCcHYF(`LDG;j_DwO)(L6h-9^n?4T>|{y
zUC?@q|Henu)e7D&a!a@S?fQFrZ3oi01vb?NAygI#NzmYd#MYpAFybW$Lqx^y(X7q)
z%EA>+onD~S;2nd1>yK#3>pY!!;sJJdeX(8nPEt}}!_VE_ZrJ%wStxa?$3^x1gdN*E
z+&3+0y?G#X=A`>PQRQUp*txOcQk--M;_eUGffyMM!g07`!J$}wj@oQMD9yJ7PGW-q
zKzg$ubg<^J2moeaWaKk@129X}EuBH`2N9NUc7wb4ZP^+`4>6{cbHn?&?)g0sUh4z#
zMN#)_CML145m@UG@*DWk6dyFeQm27a@VY?oBd8;QdGYw!2GT>Wd$U-;njj_zfe3+x
zAO_4}Ki~``?RtoeO-)JM_dy~a5mhjqQ>A*mRNo&@;ptOCIv(I;tThHIP2@b02uh+>
zDxXVBAcNV&<l>bp4Z&NpQI|mD79?xmrlj7vBds$P03PUq7ox?7kzZuDj^b*`1rITo
zuWlD`Ua$^6jfKHhwq6L~2wC9wlMnp<BymUvq69ourrj^k^GSkmujHdYJ`0s1i-vXE
z`R%7I=u7~QISv4JHlWXifZsg~r&t~Xq#7_!;{xZ2x@egc(Q*vnh>%&*Zm7v{uw-Ek
z=2igu%3#_gQRn*Mo`3K)gigMVW`EH9>eWO^D{OX~s|?5^fTLxn1DDcfrpmSvbO(1P
zE=kyeOpNh(ELRKBqs#H2=kl-?md8hm_;L_lz(f*qNIIWDs99iI_SXH<p%Sd0;S7K#
z3-L98))vT()d%JS0BYuyL(=rclDAR->p_H&DYoOWq6(&trt>aB<|{jxQhmmvow1Ub
zRFF>W-UU&vviii7lyizN#jFFm=X1oZr1Qu?_^s26%{pY~!f>uECD2zcczH?5u#oHM
z=pbrbh}0K&ng}m@GYm3wa;YGYgpI3~XZdUh)7=j*UV{@9l)7zhH-qfi{aU}R`46Yh
zK>#L$2YB9rTpwH%V$l5EBS07(1Ek?N@E|_c-{n;1Ky=7~!S(T&OYu@&J&VuYsA~K4
zZ%NO$Dk0uKXxGjAy~%^l#BC=%VB@URao73x$gQp21H?0xn#Jobg_{@~&nPumiu)hU
z<KyGUt-<OH0Bvw``dfB(cA!RRgLqRQly{~vEh{Sv11b~<{CYD8xedy;=2(zUWAH&;
zy#y=}gd>!3`_jeBXQZWdXMs$*NtX)`ed9d54g|me5ul9ovL}B6;6xCiZ-(xo!vL@+
z)!wT*Nvj^j+c)>xKFoOf;R;XD3z;(5e>r@5@a@3y@wp*~sd6JZ#O%J@P=od%EoWmb
z{Y^>ATj5kLsXlzVJ@h{BFW<}p0j}g^GO!nl$KPrYEjz>w7|xTYy&n3LzU|~suzH|1
zEEJIVWKER9Q*F$NiaO;w-#Gpxv@3=fgi&F>%$8|^6blXzkBG=6&t{-SWz@fZ+5p)o
z77;)=P`5De!LpOT;L9Xwg916pgno|T;nE$1OkQP+i$3|~Q@Uh0nqKy4CaY=aN$5)5
zT^so@gMv2uZ#$ikYKtkBDdjD>ZP{E$nl$SkC7ktUtLfIgQUxD(G~*D+)GdLc&Y8pU
zOF%$^7>f*GkEo#S91zF2>Hryt5l0Z!&|HgUIp{KCi<EGUbGVAQc2RRvdafiYRmMCJ
zz1S}UK`zSL2mHtYSj&&jnE}TIGA{^0h(}E9ZBMiWz-16-9K=ALpmm2h{?0zMkL|DT
zq1WY%a0)c8MxDBVGs^IjGrFHJCYBvsc`dIIx89&AU4b)-?_KIl-Hd{5mlL9{U+eLF
zH($3%S#S~=g6$;4-+%w)A}vC*hvS?8^=-asa)V{JULQ<fX{m5?!}EI&H0&d`yPCi^
z(bm<~Ffd4;{0s~;Re)b1K}Yc(glRS)x!EFB1B(h#OdLG8T60tWtvHfaAQ*autQGtW
zy*7vm!Rz)uYJt;G6YMVz3bK1bLP9EVudu?@0x4Ozbi~59m{8>B#$P~ALks&N67tIi
zh`Bj$kXg6DTGuas&*=>;8@I0@=-7M10_^EoB2I{z(}q@wh>5G;aNKepFN#&4lby;?
zP@O_D4IqNn`9z7A7Z+j+_i7BB1Bio<_z)BCL4@zyT*GLI8(crcYdt`dP5>Cxf{&rO
z`TdW?zhN7+Ji4O%n-0$5rOjI(UhyMlF=q~x<1Q7(le1msY7#^_UH$6*_?@hKP7OT+
zx+G5wBXn0sq0EY-98!p-ZeUBuM%fK^ZY7b9JZyGvssUSTG4EJ&^KG(q#<7BGBWEE^
z!j|Sh3ec`|iI_x(5VB<_B(edq5CbAk8Csh@3`l^x41pg48MHY8SmDj(#7k6rHd_P*
zI*#Ept+GCIE9&N;`&18WRT#r7B{h!ClL+MGtP^?8$Il-)J?}SHzN7u(yk?=kxkHi|
zIOpVG7H%sO6>%FuJ`&Pg0kdSN4zN)v;4WwEfr>3+Ga8()pS2@GejO-poU{VERAeR`
zkn8}>t<9Td32{31bZGZAfhTO7F<+gG3&rb{cp%Iocy!ruT&(%_Rjpf!!Z9UchR}^&
z>$nAx6y)*OeS;b#Z<UTr(JNS{U*YBAiumqJ6@!Asx5p9*m<v0g00(Tmc&>Yd$mc-D
z7!il9*Wub+Xl)kJ<%2|-5ZEOU)T9E+6U>N!@+|Nr?s>aWUGBClxui~yc6n!?*QC#Q
zltN80QSzh)Y9p-ol7+K$GCqa+8I(=Sh5u>6_`w12?Q!#7JuDptb=^C6?j*m_yAAgH
zMzXQ+1vtgYU&e-I-ZBa%>z4G5&*qvR1`n*mEAPGHfkr9|5(FSa#t24m3l3XI^g;v~
zV<ss8sT4@1!I?%T+r8lp8x=`{uUk}!BMuNmGM3If;{%d8{l$eOoM$;WlbJEmYF3D0
z?26CN=LB+-OF%1ND{5BuH|HE1Cz<K!VjyY!LCIfDEh_ze9|*O*O?mlovFHLRz=U>F
zKxHu>a|q=1fbhm!HGp{R-i750;-wGSuTW{M2mr%mRB@LK8P<Zhu%Nu0%%b9*hD!BW
znK*E&Gaw1a0dc%Kg!q8gP6n`5%i-tTnHon*L=6zMU1>o5w;S9G{C$L}fVil4O=<7q
zJiXjlnq=|(b}|1}_tK87z*H=h3y_;2M1dh0!G?gVh-6N-<(?WQf_Y%FP6c~~alx-!
z1Ifxd8=j7P_h^dQP<0JuL$IpJFJ1<k*bcb;#3?`v=mfWv>?Js1?sc30$`$01h-N7`
zo|>}JK%9^QuN;ZV0mXz6Rt4`*g6Bsa{&U)FOY;3!{jXC8pVkE%gMWVv@SQ9+4|iyN
zuIHkEU&L{4ObLxTv+Bya_$td&`tBCd1{e`;MUCQd8_?8kyuJBwoT<q&MRqZS7IZOD
zKc<Z!LhWd72R&Gj>Kwz$fitx<53bDxK*FI=tE;O(B+I^7GzovuvNwARkbr~*qbs)J
zwx%{VTpXc447$G}@CBGQKXWnJ7l1r1M;m4O!aoHk8yn>SAfxHo{+}DX3u&ZNkS^dV
zEiL`Fpam3Es5dM)?LKI&-#;s=)K2$)^}W|CEZ>46R^Xkr^;hQ_7P8MhcjJUZ<|{YU
z2K87;A-uiyuDlbR%)0>6vjJBefIV#1L0|YGCLtCT2@##SRIKA}@i%fqUM-TMf<O)~
z1JOe5>Fq6q<pCs4Ng_PEY9^pIW*e!gfdubD=)RTW{=5%VY&5}Dgvc%i_BetG1jhq-
zD6;dmKqTo0J<?m_lb=8?t{+b7YCy_Vi6%jA3!$cfTZs!&IKb#Z_&nV>#x-z8UXNd-
z{ae7)2(^KVP5|g3v(F-T4%;vh{58R=ChbDTbauxTn*y7+#49>+D>$$b7syjxDm<&B
z;LgD*9sUF<>0%6|YIXqS!@?s`R8)irpmuesJ$e3|7g$<=0_y_I0r{c)Bh_L$H2i-g
zhC;MPkV;m^t8$Ebr5<E25%?N-Y4UDcP(nrgNhCG~_4LAN7bMk_;q@Q!5yV+aI=;a~
z0AZa12quy(aDX{#aqxj&vYnCh+XdhhUk-%e4yo%cT!u^nN8l&wnx|@F2zMJf_!E+o
zeTy7^k``8Flkzjp-_pjtsg_G@9_oD7<2qQc^1&U|F0F1zT!(c4QHz?5Eg53}#S-&=
zkldB@SWrYtuORD3$Pu*8{rv5mP%Nd&b?ZIk(D?t8Kj4N8*B76LTkk25^bXjOYG8BS
zaBwJWX<<WX5Zc-xe}F3qg4zd%hgVy{5Z{4gh5-@Wg;J8|at|?NRaBoEas%KLAzVTh
z81cO0eX{-)FsB&7Z-zi98I)R@>r<1Hdl;{WL_*q2<_Ir|CLKEwxzeb4awr%5Y3#-m
z%_qwt)y`)N;~vgW=}-6Srcf%>vrqsn1rMbN*#ONVLe!7#MNZH=>_ko^q*}JyML6`T
z?%vqcb;#`kDrZao-ssGX`M24+q0gJYe*N+sRoY*A9K2N>?2ZPhvP8IO1;6}%ui+;(
zBsH`+0()G~wnBy)L90VL>r6ll+^Q{hsgvpaZBZl_1+uyR557(J;P>s+#~;RwcTFW8
zB!mXcv9|QbH|gi}<ve`VX_#TCR^sBUcUjkm_}ONsI0hiP%;vRD=^vz^7OV<oSV#ie
z<=FoFWjtF6NUea++zt03F83KyBApN>5~Iex_?DEEK)&cKtVphO8H;`=RT)rEY&QPZ
zA{TNhEzzN6lYDU{8kdW&;H)JEscnM>Afk*Xe!VRjl8DRT$Hc{kKfnA43rL^2I*+@W
z(NO+i=3xVeg9?rfurLU~5?-L^#h7S$P|$>4jw>razDy!o*cVTr?uD~n%$JvF<>(u$
zX6vOJ5~7HBoQS~!=S0oW@Sc(pQoMyv%rqqQ5Ors8rlpM6SBfDI^cT+jve!-uicBEc
zvq2#8RZxx8<3U1r;pLh5m-pLIk+Ojy^P=sED~J8*beS=i#~*Rge~<|KNYVXX)hY0e
zLRx-*?uYhpWsqcd#721vAT(8wEd~&(?Uc2lVHBJZd62IJ&!7*2$ni2WXw;DCfg9L)
zBl2>oVKGb{tZW<^a}<CrAr-p>+5aBcBgp;-p?L*AYgG*I`SYw$q!NLXcMOCE`2+=7
zkIKCqfMJWvAZi`~!Q}E=*~K16i`)V6Y`K1ye+>>@FEY!9sxfZ}EQOjP_R=?{!~@xW
zJ^cd_jf=3buw?L_D<qyM^~>HaGE-7e^g$BwMc1Rd^NSl{$(NW3>n>M>R~@ypv3xF?
zG9n5L2}r{3?0(4K`Lc6`{N=W*w;%(Vxy}AzQQu0prMHnM`Q%D5#LWCf|DC=Zd$|az
z)d_GSXF~J_!2#sSg~Y^qVVftyG12h?UuhW09V0682xb_vI5D8CJ~$?ru8oCjvxm?K
z@@Ka<TB5r8!9S>isx63ol1HHbR70+8ed<Mq9xdqF<03JZb@1j{4NXl%FqVQ@_uqb&
z%klP;f9CPXy=0^svq9k6)P}!Eaag~Q!0GJlY~JAhsMkwXRTae7MPOyE5|puU(4^zh
zq(50;WBf_&F|y;O7xq>g1V*Ce39FALTom8^k!s$%y0X*h*#$fK>^C-PBxgSPj2z<4
zyO4TVf^5po?jNGa*&e-44XrGY)?}8KhJ}a7aUycu(4w>uysd<kazLP)qMh*;kk4Z+
z#R>bph)7A*Z`|Mm-@pKRlYyPg%gv1gZ};{_9^5|w29cf*BnfN+BN`<o9iZaswbX%w
z>UeT70~`=S1Y-$Wvnt?aE%Cv9A*4}&v>73f_i`xie|CXAJcZsTd|wiyXlHWk7<nJ2
zV$)3C!Jc5w)u8l$?ME9^5m1Az-hFp@VQ>3NxJLul_HMrx?p<G1U@lif85+21Om){A
zZNd}Rp`O6}{RYTd1ICaOh|ZEMv`}n-tdkuSW(EcaRRaU%5k4V=m-oMILp8b&N?Dt)
zR^coFCRC#VI7`3dJlYNkAm%c!vWZN$?}7a14nQR_8CTGen#Eo&+*Ggupg4ilVdPS}
zfeqyaxg&&i28K1#QXHt#6mY_kb8v%(JRH%{s$|e5AVrc0L=QDv+rmjQL5P3glh;kC
zg<f(yfuR1U+5wVy>6IEB97Hljul={T2$G1p!dm2;zPwxuUv+yqVf>->N_2lbGp4vO
zC}fHrKd%$2Eaao{<g7P&f~J<%*5aWaW%K9PAu0mV42BwTop<GW`rr*BBBH9H?ANEI
z-@JKK1z9vy2UJRQi&VE>e-$@2G5Jf`grpO~Lm0R*GRS>Hs_AsMr1r&&s!&Ye2w1{_
znjz#?DZyEx1g{yK4{@gDXz>5zAxy*>3r~Z9ANgxQok9gr==`~V#*MMa_OQ(Flj-W~
z4>ZR!O&KTRG6n6~p<7LB$Z^{&u|VAQD4?c4zI}?b_l@22tx5fncjf(B-NQQ=*V3{w
zFE|^!zy5C?G6bSs=wkq1u>Xb8^D!W46iY!8$=9N29I6YdFO0k1zc-V_?_>9$$5F{Y
z;R6c=#YX=(^XEjU$-04=M+qAY_2Z`>P(Tx4t75?5$@y=wL5TuBPz8&FrYY8X<nr?D
zWd7a(o+>KBqM{GpKmPF*xNj)oHjeW|RZ*s_V0)CWEG^E52OhU}u5@2n7M$t#7S%}J
zJas{@gjDVkw(adFC4P4wz^ysS1aZ$n-O&wFkms!hGPt4X5#k_R6gX13M4Tf}O5eP4
z)OVAhzLZ$%)@jQ~1~e~tw8ijfkwkRID^aKbc|uVr56F?=KEsymh9tF=>x`u1%>Njb
zbo5TBC)aVr#p8~iNRFz$bD(lh7OU1d=MRB8jZ$8M#q&N+=5UoEm%<g_u_~5zbN1Ri
zhLvk~wKBsqpX-&sFS%L=vPS`l{qY)dFWj=8k*L1n%H0n<U)yDAk`u?gvFr*sFz0{;
z2#_+W=n+rAnF{UVv5lzvqfk0eY2d(I{&^%9av+In<znFE+^%ifq(KjdM)0H)K>|q=
ze02nu(M-<!Z|%=_`>VI@))L>YvG1o?*aH^<tY-JycQUS13THpFKklECmGt5w=A<Z^
zdMI&ggT5>NfeYF@YhD}!kx?g+qoiAjJUUMg5W<+ik1;RQG_<r>9|LH3=*zij0jQ|J
zK0>%|=z}HP;m1m>fX9{r*QcFxF=Uq<Rp7DMcDX{@J_lRviBWsbtn$w`Lq|1V2>ez4
z_aS-aMD2s!saF=V788=ye69hpSlhl8^~!8soUSZ%tmM40?6r}1pFdi}8otng>eSo0
z!$acuUjg@^F{gVM4$iXr7msY}ii*16dg5%ET6X$a13*+S9l+#ZbU3J~sfj2lwZM)2
z<SmaXaGrb?fQe<yQ)sYiCwLc@;Fta{?Q-jXIs;4ephgDkuV+pca*(puCb86Kx~vx!
z&KxomeXaVmgCUnkhw%MMG{Y&dG!dV1Okqi-?91zqPx20#$*uK)IN)-9kNgyaS4c?A
ziCNtXr4bJ50aK{J$3YZo57FoW7{GMEFo0LkwYbO$rd|tDn35o7Ubfl5&@iwBLCFDR
zkE?)d23*f+b|ad9)|)&J(r4;rtNSusnC`=ts$=|4^!Ec#wx=V<>Q=txRUQ0hLz}bD
z3rmxjQz=U~?AYrvA}zk|2xRGykD3VYv)MyY4>*b>&vYLwXCI;%NjZUgbpSaM1cJWq
z`{Wc9`H|N%vVycvZh~2MT5N00t#CfLzbgkn>7{mq`~HHh!k@N1S&!4s9#rUIcHESp
zko%Y1H%j$$=tWGqWMrn!p5I4FKN!YZYSUF-(xYeU2$D!YO1Ko03av26!3U9glxZ1$
z|CiLM*{9C`mMBpdHIPpR=N6z-^!1i6&S!>Jx{YNyDIBSQwy(SElTRqoa^G=6deGoi
z#<lP9QTUx>G3A{RG?V|l!%er*<waI2Zit2k#@2J!<CUhuB;EyiOmVzVLnpnKGdVyy
z*@!q;?)GV8O9C(dU4Y}}w(<;LrQcyxMsPF^G;J*3$knFujp7AU)1bloUA9(dA%=^9
zx2^cP|91au^ZTG#GV7R>$oOl@$zRx?&DD*vq#Hi4B6rwoMKzuXw^SXip?oX751niP
z-N*VkCp+7sPVeHyL`<N5+FI{fGYlQ37|PiqrsW;r1>eP^L^-{$WC!&&GG+@%^1@?a
z5!t02?ccamM*i~s^{c5KaUszh)yB7{O<~zqUT+_ndk--#EJry>Mi*Q0ecW+RDjIZG
zNH^Q}S2RhzW7#Ezr<<c2u9xv*x><nELOu!=v5MJe1qB^g#nYz;znlvsr6A^nz5(+l
zZ~k-c^F(zPZhQfd6CyBrri&c!>Dk$u|LL;5`><$(2MUN|f@gjm&X4ki%yfdYjeo4*
zzx55R&O-fJ%}OS(N|xyFH9X-t?a^EZ$?tVv1<!Jd<bm2Cs;@=sP=*z`Pa17|f9~n+
zuf)J`IIGxxdy~ai;Zg5?T6%hCbEtZ^IHnjPb`g*zgM^7LUMhq<cF=E)xc8IEkSK%a
zQnFp%I=ub5P4?EyTrsKDSSyJoyTJ=6Nz3<MOOn-ZHFTYod!w_7dFeg_Wc8-+`wUMG
zxVnLrVy}YnCd~tAzdqv26(z+IaaO+BLG0q+qG^LEyB7iMym({bSk2-{!xue}@B;3Q
zu$(nC;Xt$<_nur{cT51IE}ml#`0fMf;M2oPh0GM_eikA&P4?d34%(tNpPFCKp6gNF
z=&xXJ+05rSsa=4kYX!feo@e4wrLU=?phdhNk~R@5zBV?mCD=tQcY3J-EFTS)YoYBZ
zfMW+*zQJgC9bj!yNT51Q!U^ocXthFA!RYpQS~p$=4H}k!=}YUo5KMz6Ei*9(RG$!S
z-lP5PZE4<r%V*;}n~>(m2XJ)VX?WCSX&L{4jnjDgslgIdk<{hlB04aoY@EQ*ph>($
z@+c_TYo(8w_-{G>p{$3y^kv9e4&LLBdk?9h3jac-dYip=ODNV*DQ4<CO<zJ1xscqo
zhyJynhW|NNJOzz0BZ1KW2%P}gNEh{cRTC>Bv)I>=)WB1FR#KYu^T*al<T&U-8WhK!
zke~x8QX#HlGFaXF=l#WB)zsjumv!pim+UkWXvVk36oVb-3NSV^WBsi!$j7$?-XPKs
zr;Yvlw4<tMz~FH}<}*sCcRO?}&8kj`JoYtJC5d0t<_<Skh>Q&;03NQ8urM^)S=sG@
z$9W(9vDO$1ElUvt1KJCrZOHNPeNfQA(lQy6UI04Ag|~$?(tyi`BnhC=40Sa62h?oU
zpnHIJF>BwJCj`NlLrwB=;u172#RCz74#3K1guMUbR%hLBa$l26aTod!p?^QgSokdK
z=;fKz?CFQ(j@)23_ik*dYF;G>>21Si{o1EG=0Qtxxbe;g%_^cQD>hCwF0OR5mcE8`
zY`5!|tB`Mmli^`4=?8KY<ogf4)r=wpgOxW~B2bTnwo)Wv#lrYcVzvl+K=#@rgQ60#
z09Ccu_Uw`*12!pwZ%<~DDpKwL_3ylGr19b4RJcq?JXy6oY&8hMWxyQp>9{in=Uw$y
zI`SF_Rp5;8RF*yI%r`rcai-iS@1JX3jI(&InX@jQK%B4>;TIH>g8M+5AbWCcjY_J1
zkx#b#jQsxR11BdFE0+vdAc!lEV11C*qLn`K%<OC)aNU7aus+uy0doAYX=zkfayJ-s
z!)&*k);J)NKw6oh=cEJT7b&MPE*hjz3LiGES!Ii=RGh%z88yA-w%7V$l<#fD+X+>=
z;?L-BWVUSbzoAiV{~CzuSi?o{mteVl*%TYT$|o>UGmu}4*{c5Nw(wG$FY5X$&R@B1
z_`Ia34ip=11kUr__>|4{`<PP!>Lxh=nQ3xegqanD@Bz`4)j6%u$o+R}NKqY1Dr^9j
zMzA7amat>$lo*KGVqd;|iPYNv8l`=W!wWn0&o!T@i59WyzAGAcLJCO>Z4kV_{_wCb
z8U|Y~brIPzXPGv-q}V1uc%x7mw<1?_;+SpEjU3Vq=Av;|$|*zabTb%g9_r_;9yley
z?g<+{;{FKD2nX=OkrV-vRlG0f#S?bCDO)oA`AW!t)|-??iZaJFo}wi8YtWaT%zgU0
z71HVmr$c~#4TG8$p7$B5cSaRu^>Td~UGZb`<>yvQy_@&MXcA-0p0VMInfP(D^^~H@
zp&Yu5Wa%zRw8ps2)nn4NI69$kYFNOS``@c@=gs_;?j1Z62g@32`wF*x@19q*4eZ<`
zAJn^=a^bQA#V6sw)*mV`Gthl+?XC#5u){UhrZ-`!l$bFZYG@{(=ftxWJNJ76{A@<>
zvyl#$YT%fbThx(22D%FnV?u;boq_v`VUF?U3Q!o1Epv3>p+x+zg^Fvk+D}tVvbkca
zYuA6q0ZpV-n(XBFZE<8BhQClg^#td@eZb#|VPe>)?`oueO6qLD#7Z}d)C)_u{Qh`z
z(Y=KJcv)jV?)hk|1|}p1oA-Nfg%k(C&c=biVgpU{Oz04~tk?X1?{`U6h)!iVV6SU-
zA}VXuyt!1Sk%T*ylElYLEL)MhrE{fN$H?J_#oN+C(-#KMgv%JY9ds(Hu+&`S5veo%
z#oOI1m~QJ-%5-hM^_|X0udDKNahB7ul6{39m!aE#9C|z;+eeBtJ!eZ?Pl4tgGG^%*
zm+^mo*OZ#%RBtz_^rf!&lxbDIJqk>5Z7m(xy5&tc)9cLNfa}>6uU1U;jWms*ah&Fu
z>ia=J`{;3_;3~&HOLw&V%Y4UX#iTvz&2*|voA+&y*fPc!7TSHN{*4h&k_|;+WA6Eo
zDu-Y8XI!axOt9x0iA|`{N!fIukc&cqV2}{LgIpAg%m8!qzsR{{pGZLVr)LV~rHiM}
zmJ=9O`^Tgq)Q>74mRq~m_S}XT;xheXwMGxQhw(D|!V)aEs_w6J-|5Mzd{)`7<p!Dl
zBxZKU#&MQ8>hA~GtN<+&JupT7f{S-&BFvljVM*%yRg%y<9(BnUKDyX`Sqrv7zvpcD
z16wA9?SoJSA!4ioZgn)uaM4cd-)Wb3*QO*X-X{d+0I*T><Y$Run|k{Cc%W$b_MQ3Y
zi!P%8@8gUTeKQp5b+2!C7YG!KlI~SGyt9|;k7qRYGjNJkLhm_l?+0PjwJpEX2e)G}
zC2J44a|nj=dotnFPFeO1OoA(5mc~QC;;?!VYC9yG<%3!N+Ngw}*!OX-&CRQVx})mj
zz%SpeU-ar{xBi-4=};GNyT1kz<hx9t*R@dI$~0-0Oej`Ep0w)Ps={?<ZO689loeV8
zr!D??*DoyZj4M8or?{d>MqW0q?90-<tDmnQzh{*pc#oC}ZJD(a?WEW^+@Ath!>&N5
zeDdoIlI(((t{#*BBsT+;>KNPVJ_Ol|+$l|(cYW(7DrVlw9fN~{d^QD}T*n+zB$mBq
zujH6CQe<r667ca{i<s%%tFhb{)fJtxHqCY1H^^7*w{;pxQ|rQ$8%F0q-@NNyLqG_a
zR7e^U?GURzxz4wIY9);>F9x#TYk?s|d8q>{(VlcUi*{6r8ps}sqhP-SJG?1K;qL<?
zdig|0qy;N%l+8UMF>&|Zd|we3gMU#3X9-e)C8f(JWPnK=oeSgJCt`SH6*GKC_ea8J
z<l1Y+c%pV9vxm-VUVc)jQ0M9Nw^}^%GR*lL$8<S561Jo2!SgOjyyi6Mmd-N+SC-@J
zF>Zm!EmjATX5+or6w#K0ZmE=iRuZ005ywO~zHKms^3NY3Bnhk$`b@_tmh;L<0xiDa
zm`vkof%*pt_0+!@7d2LTEl18=i6gFJYrhppzChK5LN)tue|DoJB2s~ruI}uWPx&3R
zbNP})vJdDV$Qk((h-kfxfgPXqjKyGuxbWum!R|(W+@9y6XTygjvJG|lYbuRFms%On
zEj=sUS@R=1+)F!{B4j9r!9wh$dPs8EtvMlx@@W;A9jB!dU*SAaxkPZee<W`v3Y`dD
z$(<?~TbBt~&KLA7#nPd;TDjQgJly+7dBZfnV&8Gpr(gx-0-j@SojW(k{lDYbjB<o+
zC%|xsityPAg_?~C;f(!kgNKojw)S$&IB#Xg%c;iA^>}2{PUI(dKOySi(yzd|>2izf
zh1#Fk>F;dt7{6g~vgF`|DxBY`%@pbX@sf2PNcZyZ(ri5sd*p@eyIdiYY`fWd=K-O&
zsDk#fKjkNmO!sBRy0g!+O^{BI7lBa5L!I*076zZ7w>xPjF|u~12iSr}eNOKXXkhQ`
zc?KNvCAY<p&@&##kRyReA5%f<$-U7G*CZrE5_1p(cH%1-+*U{Ywa;vvPz_WC_NGUE
zgMhBUx8g8*D#R$cF7MLjvuaSPgxf0kZ0puAn#Z_>r2oP9I4-?ZHt$M|`3c_G{-=-L
z$bRcsS%C)ClJfFTn>A-Mk4z869Pi&as}>chE9z6mo?>TkfISsSCMgjT;M15SpGuji
z9VM(sj|{}<#eCC&Q44Ioho#B%1<0+Sg@&Kns&YX45f%A;W$8bX&PE%VGhVj{H5-^V
zagta#%!Vq1X7P$}sJ_vDt8Nk_W?k?Uye`!Kw=C|z?LJXCCWN=Y>hwYHnzJMaCmho)
z7&)9_QqC-vu$^I6eP@%X&{ngBN{dXIhf#hj@0z;#lFEn7;}tJ(yfIl#EBlmIhWr<a
zzzO&$s+_Mwjk7JW4VyR`$9F*2A%*%ud6|`nJ$LC&gNh8#-!^xr7`9<~?XLKYs!XPP
zTrN~3eh=P-u~@{^de)q6s9xW};5V@XY^(Ec;5~5T*<)I?9jC_eh2nzO9Zw_#xca{A
zJt*!Z;`~`qN@^oN)q729ZO4E$>vC-9)nn}F+wdj9o$mV#_G8?o(Mc66j)P77jpFU@
z6OXMPxb3#VXn0gG0dM(xW|U*{QLV}8vFgxoXEV4^|9a;o+4^mV?uyOi)KM0;6@rZ<
zGvqZ?a$~><w5;0YW5Z%n=&uMi{n+!aCy7;)tbPF=h&i98x0CcsEH&oqf_FWO)e03_
zF*I*#iFYsZKJ_lgdu#R$I|m|{n->Hg&+cSmenK$4<9u>Os_~1B*#iOXgk<IGcP#lE
z0^!M-%RMLPZxrn(91r-{r>fc}w}TIs=tjWrxu=WRw`m?@y!G*f6+H9!Fjn!7$9L_z
z=yzAPCjOm~Ne)h^$wCCeNq|%vJ2zv{X8samv1%F{Rw=1LhSRaOOb3^K8x&Sbe%W=w
zbnB$1zFwDOM=Sj~O&~xXli=lc)R)C*X4kocpLXX7e4yoQH>F1F04(Xz0E0CXxPx3Q
zlz*pq<W!novt1eylX8K@cJO8R3SWo}4LqQB?qYjCxyRvbj(0{19Lz8MaGvO2v5Qn9
zVi%$5tI4s??m2&Dad5HaLA$~wC@X+dC(!sPP4I4WdyQJu`}7vxfUh0bN~Vl?xP@>e
z{DKE7Zhz1T)pl2~UBNSU5e~dS*)bGLNq8^C(e%c$&IkHhl3S}9NxBBkCMEAoi&>^`
z_76^Xb!inAQH5LoriF!HWN)lBzxX|Dphvp3KVDn=5Sg?3Hv-9K)15`$k`xDZ6eSyS
z4DoQ55I>t%{|5G`?S1uO-)8SNWKs{FoCyBhN@;3<LzU*7BKt@k^pGs<LBro-C0=K=
zzEENs6-F2aB2YFT=|k_mxlO$}?~w9wDqcS)mtGeC0%ZY)gcFs<cJCYCrI_lyX5LRb
z1_eSLnPNt1SJR16GXZYAw;i|o%%a<+w|6=dEg3e7rd<lBzjHQ|b?ZCi5a9hCN2TyA
z>uPnNCN8S3KJU|z4(jyH(*Cw<6_1$4Lt-40U(ptxU$*P(E)<7xlK|}HFlZ*Iv|fFg
zC*%D|yJn6gv=UBp16B{~wD&er;LDw2?)PHI$O+nAbM+`8Ma3M)HTRN^SYV1Rtw!el
z9Iq}SCX>*IV%cfIptXamz~0-Yz}|}1RN?<?faCv8i4$UfM8$HkD8M!C)Q5*H?;Z(;
z5Y1EX`_82FmWp#&j*-MRNs>j|cE>&VXgZM5_wh0DJ5h$#rePQI&x+{B>j!v{E}D0`
zds_I>o8|w9ueXkhvJ3ycK|l$S4(U+3mF`9a1f@F!q(P(ykOqlS2`NE9N?N*Qh*9b8
z7+QMBq2E2v@2q#d>zsAowU~MSVc|3P+<V{G^}Rmd@2)b<Ke0x1VnU&oX#sz&Ob#!K
zb4<JWArQ|k+J)1KkrM{SEH&3AyMCJR2qa^3=qd3D>7?B+&=<T}I)1TQ!LhW3ZIb}Q
zwI^o9tymr`2|lcweZ@CC>g$w1<fi3%F=-Ku1Wx`1deFn#)t`XESfl7U;lfUgcGytv
zSxmx<r8K_5rB8LxhG`ZXa^v27M_L7O6PeJ!IaY`m%@#{nTJ94&X&KYB6>t>e|99_w
zFeKc>?G0TdBw-DW9$qXXmR~)Asn!J76lyX>t3(Zj&W?)9wA5z0JbQ-cy}NvddMF6{
zSq}yEVurL~sS%I9Q%R1E7sJ_&U{t+9VU>#1p<T$c{Iv?x*MthTwqN_NdG}QZr?RxG
z9pAj8S<qIJ%brVGGt4ND=riyl(Rup{X7%6J>W-0S7zs+17a1J{a6F4g$F3u@@hQaN
z*T0p7I&i4q9w&b(&J%C4mn;Y5b&I&aO%&&h6n`5j)-Enq^0pOO##)iK{!+h=LgSn7
zB!XsvDroN!0P?6s+ZjC(n0e_?g>O%ZF@Iu!ouli(91%wGyNZd-FA5CgM59Cr7!!OU
z;iv{x)EknSJG=@e)aLAWA0Of~^1yRJmBVE8Q71sb^3G4LYK<P*#S_1s8~ggD^Oon<
z)L9yu9z*`QRf_+)iLts(W7P4zn70T>f=GUs{axEF8PaXwt($*{CLFrW_*n|M;NSTT
zDdPf67Pc`<N^!lApv^)<|Mjf^k=&fAEm`vR)ALI`IKw8_qe7lGxBiIz1#u{L@Xd#F
zyViD-=qDKA(U*j!>nWDKQtWgD7lMR?;JC&CW2+q=#VQUA9*`-a3e(4;B;d;r#mssq
zLaJgdGWM8L3d5&Xh;c@RIOV|A!WonwFxS3hqmxtZ%nPN_rGl2-dF!Ue>CchR!Ye9O
z^>T8D;#0)#<?LsP=ZuUSrq7az%YaEYT0~y}aBK5mY2k~ITsiGyj28AWWv+Gp`tAN`
zWoy*4E8=CcP_=for+CiG!pk<TR5El(l>4iq*gq}n;Y76#Sw!G(Mw6szx*7*oIbvX9
zU_4Wj*Hw>M#j}?)XhRnR<eoWvk04@1IT7dd9zG3V1UJ0-6t%gjO5I?`q;exeYLOqj
zh8#%}PAwt-RPoy<@9}^<M^qR)S+p_!H41S|H09+)<(jhiZq@?{W&?_4>qI1t05tD+
zH8FHCCq7E~!M8xlGNN6{)>w@G=2ubf25(23u+_0}q}9&3nsL8wbg@(!L7^AqBWk|<
z<XZ{=@t3ngG)n%C$IDSp($x*#TW`DEZ&n$9)h2r_tt&xczIXHUUfGC^*7p)917j$j
zDDaGe(PK8{HFgatL!wz){D!ymJ-K#6#%ai-_0zB0FPnh?*+0tw)GxrlrPXBf%Rtdo
z1a(q$DgG$kom!7GdtRV7%J@TkpG>Tx4%UD0jW;<q*Owt%wBL~bHdxK`Q}eV>v!$$3
zi(@h({ySd4a<2j&mG)O3>`j|?goyhzwFf{YtOVE<Ab80{UFYP$3I?VWV(@Q*yay}b
zguun~h~G8@$O*75MS`=NS%J?H&?#W90l3~SH2njB9yI+kHwffPG*C73^bBYW2U{f-
zGfon~!;9^?w|#QLl51*~@Fc>Xc#HM}Xdqgb196+GCdm+a#wPKalcH%gx8CQXQuF5y
zD0PUm<+w|qA1gTr{@j}w&x1PcFS0i%tbo&9d4&?}lAaQy+Fq(1Wo2d5<$k;0C7PuS
zJc%-f1aAdEybifb&h~j37*E#dbSx^l#+02T*7N82<%{)b9@FV>kNIv4_za0RRTJ>6
z!AYP{WqV4iwTNUf3kXBMLb}y_gO^rKpA@qUa|;Z8t=_{^fzR`oPBP#v?T6k(K!NyY
zwKs>hZ3#H?b8^aq>jlKOC@?0sS?^10@u8$c02<|gFtGT<S_%q^oT4IJAR!vI`U`{K
z2m=PB!U0X<h47Sd>&|h)$mVzG#+)rgQ_4j@EGH+TiLOs3n#!mBjl2CG^*G5Q(fPtk
z%t<(<a2B5qaPsw*AGSq-a#@QiOJ%Sji=lE$WL<%KEAIfo`&i!zEn;;<JA1Oak&M6&
zneL&7?N4cL_Q!$6<MlDR6bH<~uYhpq#oL4;e#4BFJlC}GR-=HNk+csFAhCW1%W4Tw
zZd-%6tS?;8`y=rr5{Zp)g+4iq@EI7P-85bP@~`A>^U-e1r+=Tg{=d$-e`FTG83IHD
z7U0*lwY5bbyQ|AZq5k|i61a|+0U!;Ux`AgeeNMLY(2PEQ#0|{s|KB;MbhJLvSfUI7
z6CnLl!U4)TkaH#n%(iQWEr4!xZuXP(n|J#X+&S18tYYn+i|+R0wXg_FFgpb<R!!q@
zSvGI|FQR4uEc0U4j+^T%e#MSoH%H{<JA?xyXxX!6c$<*OSpQbhtWOWs$k)E-f#}R+
z56?G!un-LpBs4$+%;X`DG(u?^7v+|#V~8(}+o~^yhoQeb=-BErc1W9nqSZ6Ifc8Ob
zXV!k1#NT6AqYTIQig?!C+&hiGjv}5Mq+<lasdHP~LkazRyoKYpwzWfVjinZl9sm)O
zvi>40E`!nf#pM0dUkAo)DM)<A^}oc;cT|5gjjbu&;N5qXm~yy$5~UqPB7;!dJo^b!
zLJ-&rW~QkrFH6Q1O4jOuUed~rKg{$d2?htZ9jI*pN(RWNC@?iqY&YeD2kf_^k204l
z8DB;lLJ!w^NvJoc%z*7V796hL%j6H>CL3@+1ACQl-2cU)H~xhWe5-(yYEcv+4R3DH
zhI9Z%=h(;1z|=Hk(!Xt;xy0EX+{(Tii#{4NWOv9a&x1y1PWQeuCs$u@tjiV+rSe&#
zm7n**Jx^Dg8|%4T{bsPMeKxl9;88;!h`nwx4Ck5eL>?n4jyguhF$A|h9YY&mcA{2A
z6C*^{%s3>%0F!}6eOdy6dtU_4^ZZgGSnWQB)bzh+kax$diQYZ|5M17G+p%KCUx1$h
zJ-BpRTpjzvKqgbFX=<EbEJP`T{kgAci<$}s)_hYYm&BR~f>rx(yUa2fJ+D6mcaygK
z_$9q;P>ZDn81kT}wLcs2&R*VD{B>RhQn^^*#ZwG9u4HS#pS&4{P1!yH22KDzbpy--
z3<1KxT)fn@krbR_>i%XA;3+KZ?DsIxJROnj6)_1(&p3v)jSUjenajXluBfbx1EAI_
zhfy}PAtR>|4>pT_B(?0eo1<#Y@fZ!(4E$!RxvI5udE^`18ZvmB;>8iH?Ocq-Bq!`i
zuE1#0vOAqT?ONAGo};WANFvk6+t4bH67Zp$R7G@VNXbl8SnyA6kl6<zw|-#f0Pc@+
zC*XKkRdc2<;utT2!tZ&}^FRujM{x&@{fXl-=u2e4L_+E~w~Iu8_1~1l*_&BcG1GFp
ze+eEUid>%+xKb3jKBv!h{m6Ow%3*}<T~=>#A1136Mo1?-83z9^Tc?MSQg^Y%2JdLB
zoyqN9@inU~U^vKz^X|&Z%Cbhd0nhi)KRU^@$*h1Y6p{@T;Q$g)*~)7qAPX(3$mEh*
zb0EtMZES$Nc+6cBDQy%W<r1p-JGr0=wxAG5<R$2H-##Uy$EBIplb{%=HWfEn<0{2^
z)*}VaLN{c5_(AB@V-YvXQ}rVUYjc!)_eQxkM<tLC7utYCL+!U=Y!menwR!r3?+y$O
zI<cv@fdpuoG=C$-8nha&wY`*L31N}r?^nb+KKH%9RL-9<+(znvtAa27wh(@=w@T{-
zrCnW4;*zk=*qv1>Jr(36DPpl0M`$35o3KVE1JsKa8>#~S@DWwcRJY&Buqe=qLx7vU
zGdE~1;VtR-_&9*k!VxE6%-^2?Pz_nMe+UGOfJmVgaJVzNs5A4lx3^ybt2c5I@RtIT
zLFk+vMi4+<&J1uLBogV}51t#*jaOtRc%D93ee*Hz?w#1mzaaz?{fi7HHS}ew*Zx!b
zJ3L`L&1|!Q#xquzzECmdC-$eHPp&n;WuBJylrC-Wtrh@CP|i00AME>GAbfLog@MTo
zNUlk$fAM>MZq6+RTq$oTQOMi6;MZ3nXw{{KVZmAK?qkBYUyMXP86-zpwG)Mb^6c6L
zsr%XdeY-UQV=dL{<m#k*-qqdx28eRolfIw$s>&$=ul6D|ct&NFglb~mtUT(CBauis
zFVZE*w($J~W6j}HTFD7AO%{)-wjZSV84fbjay4m>*l|FB5_n3YiDe96sB^79&@pj;
z224b+zn{m}0CNlQM>BChw}`!2{gVhfcES&lH5^p1(f#4kBgsU|Y|CFgP8>eWN$0oV
zxsTA8c?fh^Nid)uE2R<F6IZ)`XbQ7>PEdSDS-zE6h6fbh*MVl$cJb3e&nnNKE7{NX
zdeF699X?-Z1H&`)lyp51AJ5x$5NWkG@8cv*DJ9<@P<b4Drc|Cz^Fw%CKfdHzJVTOl
z?jMrbTFJNI2t6;;c1%XUJLsXdXDle|HRIK~0|FO3!;<U#J|EyQzWk(nU>BlQO4gF5
z1iJ^yu>Z{&Il=@PTUgKsWH~+i{7>8GC3OzdKl9~Lm3FQm7z60@O8_1PMB;nk{(yCM
zf|I}{!9Jex2%8o6#qu99OCN+o1?7vueGM1{wc^I8DI9;!?%esg(%md*z8V(wt1;K<
zodFuI?7HW_uNeY_U>>O|VjyeaGIR<z9Ay@1a~uFqS}Hy3=R=Dp@1Xw@o)sq!@ie5p
za*+T5WB+j@qF!6N*x1+yr)h*<B)^prS_p7RO3B6%CHlWREwyBqo~NuZ(K~r2aUz!t
zpF=+r|D(c-QCl7+mNogDF|owEzzu{iso{TkiKqBpINtWVBF!$*JYCBAY1X|yQT)t}
z;$nFBa$2^NoWk7i#;c=#_qEWM(2<eZjEewFCUT>;o4_sea=AMe`2KEwCV-)*FA5PQ
z2u_uj@FO-4DeRP+3n`T5qZzU1A*b5;vsyKQcH(4v^71xR^j55thd0l?j^|W3jdzwI
z#Uj1eFiA}dwASS+Ug*QQHQvX|UK=diU^*j2yM6~FF7CF0e%|`&U3T$y<F0#*2L^bU
z?+dg1)hh=xe{lm*Po)Cegz^JKoJ6XFioNYuZgst9S!qM%9sYL#^6pn#f+ZeI8yE?z
z3>}l~?O?(i896SOH~LLc_a3?y5H)lOEPB36$GAQaoYiOWGEDd}R1q@A4w)j|g0U;5
z5t@;2V|zkyAA{2xOy20iRQ=9fd|v15w0hwYwFl~$=~!jFHKJ|2^0t=o86?C2sRDrQ
z#C*UY6%BA_+MuAI2fI)vx_m)jh_5k9Kr}e8IhsQc3BNXJirsVM;ng=vIJp>{8R>2{
zU7POusgPa8ew1L?xz{%@vWDxvA?|U0xJC&FNOD82u7kh7gox{E#T;6G0R|>qSEoV0
ziLWe)A5CN#ALc(4`xJb~1Jfh=5PGPV^=)~}nn%XT)TmJ5RY=8)Al`;}4IV{*d5H<r
zb-e7id3#Q^a8=%raN7td<BQ1MG0Xn5{xVn;A>1>$;4g<Nd2f|ndqrtD#VN{tBSh(`
zA$pmZ1xlU{!r@JfdowG5(9`sciiofp`X;}*&?<?>Dv0&*2?#y`8!jjqX%uV$DHw+i
zCIImjc|%mNyr+-cu$iT<8T#k(G@ZVzt30PuEqZEE<W^*|TSU+);M+Lci#kRXwp{ZV
zMkD44-aV%}%cA6rSU>ZY|JRwvIP-MDOu@m!qiWibPgvmPO++MjI20hqc&F09TfHtS
z;+alyp)v2rzBuu@$id`zV;zWQm5zN}2C1)8=<B@?ZoF~*<}oi?2z&VtVjT+c=U#Qh
zgJsh@Jux6XOe`f6YTMyjsRZSP-TOwB=D73Z%qVzhAB)b+k34|-=7VPvnE#;Hf_919
zElTatM5|Zvv3F^%x^3|1y!7us2C|xge-v~YwZl_1Ab1U(V}Z{00VE9^=m&%tVj!;o
zScDRQUNwD48SUS5>@tdp!4eJ97H%-_^1lnjEbBB0n35O_P;9`WT%g@r-bGN=>bxNj
zwY`y|-(s;=+N7H|s$3jh{vvGHbh-O4_V$7cGL>G@VRmQqhhE9Iahlr~o%bSH8%zY!
z>s&r$!sy;(K9awh<Qkxq0dC2#|5S{MfU`Zy3cbFs_Q4WIWNyupPzMvL55iq{yCkMb
zx5W$~T9s~p4jx|+Q|e>YY7v4T-a_Ha0G8FV4d=1anXUbg3IQfe4h$o7@*_+O5c2X1
zErwpnNN|0bv?-%?`c-p4-`i2Ou!;n#lSnXI@|Jqofz@6UKM-CEl?yq?BHTH_Mf~{3
zwWPo+_&B17*U)ggxI@*&3YO++LiQ5`1{?tAFEi+L3$^|wp8?BHlLiWe^egBkU*k1}
zlcthPbb8P|*kD-S&6o-Lkx_<#kLJFYJg8}~*?Us{!skVwnOK0t7!F46Rh~fc?jtbM
zQ;IWxLykE0bc2sXlom?MgqsexN{@Bx&mqM<>7szoW8u3QCA*^Kr5t%4wM^A|g;!}K
zmP@R3Ma$s_%Ub~OJ0K-rYnir~`lr>K^*YR_1jEe{tb9xZ2Um{Mdd|&NgcRxc#~=b+
za(T}^#gDCq(5-iNfv4diVCj6OTN12ehYSOpqhH`giZUjEW+gq&GeWNJa9O=iR%-FU
z|6gN1%5lhG^WkKoPm3@ts#!{AM?A%8qfC(f=X2_q1+uT7Gf4Tq>)<igD&KKx6-7I-
z`6Jmk?qYzTAkg=(0C@5)2Eb{s07<EWr~4Hcnt17E+GOUKPrUmg#C)G;elJwU^jZ3M
z_Qo}cWD9!0Ob+%{tF|mE8KBD{jRz;CTq5Uvn?c4SM?(D~<_^g$mg-T0vGfA{Ml8VI
z5q%FwNqgg_E*5d@{UOfNKXE|z!^$o?DG69<Y&;lG^(#g^BszZZ4|JI$6!Tx@0J(uX
z-{2s4_LgYeIPmuo|3+{}X;$@t+N^4(LqSNo-_|laa&ON46rb_^f#B}W+dB0!Qi242
z0mqUF{gp(UY|DPbo5K+q(tRYV@;R!ALjN^i>C3L@<8cujKFzJsei~Q+u%_#{AGjz3
z&#uH|^XJdAg7Lry;5|rB`u6hsD)4)6PF3aUq{g$Z`Qh#N%;D6OA$!VU|J^Ic0nQvb
zd<s=-)+%vKX)7Bl2JShiJLa>OGz?eU@_mv|iMq$TvqYW|Kc}i@I71Pm82p+K1Z)0j
zXY@3)BG!R}5kBi0dyrGQN+elL5wBv?@URnZ;?`=b$0rovmeR1@P<JMJR^Quh1@EUv
z30*%Y6I_lZvk(i^F%Of5MK#{a--h2jn0-w+v3|Bh%e~sYy0e`RtYyBki{Sm^tF+GM
zc+rTahLIIT9#X|eq^F-Bf$_rK_`fUv`Glop7n?M;{|gZS`2U0cK)}*L`^>_WSmf2z
za6iPJP%YJ#%!ws}>b0>eF}#w&)92Tz-G291q)*c@P0$`Nv^-d+d+OjuGdG4cF$EPT
zqIp5Uh&h6Ro@i9k5j@De;fIIdY@hh-JF=2*k#3P~B~vLHs8?9dOgKcQB4Zy@dGOp)
zr$CJ#1Q)kQl|3oY)_H@}DwgE7JQ$WN7v*|NVJSXAY*W7S&K$98^T0%!)wGouC^jAG
z!dE`YWQn9YINN)v!MFWq4M(rw!HVmH*-+4C9-N*4Z02m<CtL5b>P)J{wwCYNm@!oV
zzzMHmmxecjiKmV(!rlurF<?qAVNJu&ngLbXuAI<*LxCRC7@H7A=!a0>Qg;9WD?)Qy
zp#Pu9q1B$0Nd7!In6)y=(Y(iSz(~h_D!AqI1w^ejU}C@zp@_X-&6+c|EWJ6lm(^!0
zK&Aon>A*b-eM0(@PO`6A?!OnBre6N7i^M<Ko#R{|@E}!L7K9R^Y0t>_KmssR3i}3@
zre?;1xi+wK5lVa=SnkL~1D~yBW0ZW3`=j)plPbk6frUMjlarj6rO!dq+uFYaf%UyM
z-{%}UfHZImC@j(f9i`XQcIYk-%N5JPz}J1>vAe2&cm}&NuRVP)KO}b>`dTw*?OoLv
ztOcMAvd?l`fL7$raYhV!gTs${J+Hy!3SDypS~S*1dKZb*xrItew72?Z93ba?79W~n
zjTPu+=&KnNn$%|NwU@(=pi)p^3!QQ41+E8lY);1w2yyCjtautQSiOgjc&mgWR^Pgh
zA-XEMvrr)pa2L@G=R_i5?wyBL{jm9mV_JsBv|xVxrI{dr5)-zlXCDAbon7=PZ0qbl
z%s5Cybr|drFvbu83{cF-cVs!}{4?qUH3`E$s^L|uWIuhcwMt*WgA!gfaey7em?Hj<
za7*x*06?}ha1R2oBT4-+h!zV6y-5cWqz7#bW{bA$jpWD9drmHhJb6L}ys^>I(ZqBX
zy1L<|r97S6KpC8s_8|lXnaVTO{{9zZZc?pFb$4@OAu&aW%oM3zq|V}>;=T?rGV4n?
zNA^K|e~u=a>j`;-FpQR6i%b-ZJDe!R28pVJf6_~{_1GCZeKjl+Dm$Iie7?P9ffg;*
zzmhtBr2#t^5V!)DFD-#7G)rU<+a!X>Ad4UPOn?>1;^4F!4!42PlMR)XW>``r%{-FI
zdhbA6fN=OTn!4c8)L#c0QH?Aqqk{+AXlqlRDpARqeMRa%up@lxt`>)4y&(7u+Ph;t
zGecf{iU^ROn09}X4kWwWkoKB;D=f!VOUwKnhh<FwR0FMKXl2B%8NLzc{T}Bqt{Nc7
z4gq7hyvmtlvC4@R#ja>H-e<L4Ue-|jl(5?;AO61tgnfC#Y*;8>@6$|*ND81R=YYK<
z@?#=MPf4Ya0XWdT2!#r!dpI~buh=j5l>n)VHWoy-&;Uuc8vqA5a5q5iAGClcPc#$?
zLU3q+9o^ZN0a*QkP$$vy0w!5ZMBvK2wn(c;wbO0V;<UvbY<5k6Gmb+EAOC_cFZ$OF
z#BO0+4AD9%K_7ggKd`Q+nz#JqwbQ#0)juhk0YU|#el#Xjkn;PSz#@{SgK~Dc*}uIZ
zVl|2DQj6=VIUW5r#_3VELsQ_gLZox>0vSbVd{uWVnh^m!H3ESb?|_Rcy<S#IiVoN%
zt28g4d=aSP6Z&)?c;Ku*O}Vru{>k}+s<|!vpE;PK_!LnB#L~kgUw>+)bF}>k>f)y%
zaQo5)OmA@4P`DqBPvyM99%A~~XX}P1XV`&>Li`0v;LI=lJQ660b-G?4xh4{tP4vri
zs`+q6o8=Srn%pBAzWBX%DPVkHMXUhAQu%1TfG-d@T%M=!2(~atdY5(znggw-6Ba>$
ziH=w3i6&tsW?*m?DtD#Z13`wqXN9_4fMG3FzwrV|x~1l=GY9^_1WaB%@&12Z-dQrr
znb1Oh4W~|zxm_v7rC;xn{`=__T0yqsVs00i{RqA<ZqG{_yRtWO_!dsh$c-~o3GM-t
zIw^WSjQqo%eQ<hydAU+tm?hNmAPI+sIK<AAWXv5oqPzoAx&RwiH<JR);%G)Z^co$e
z0JJr~%apGsktP)NOcc)$fKAZgss7Vk<>G77@%Lf*qd8H!&UC^j4i>;JUEW)fF+Y(B
z4=EfBn79dQ*luB8MOwulAj($@z*xjIM7{8>qdBLi`AY@yFOFb4A>(v{=|v<s9kwuK
zhWJ>VG`$BvWgdXG(V`&O73@H=720)}Y?=JO0oK3vRWiPOu^+3q?6}iWnN(#1w+7id
z|I4Ol*Pk8%CQpolg7su7AQS)rETvB$F=&FJ3Q#)z&U}!|$~=aZ7~pqg(HLcTWMq0A
z2%?w*X~pPxo1*axGGDNbkBp3j%Rb6ou-UU7GJ#o!Ck4BiIE#mh`m$&&iqJ=S5@pm3
zZVF%xdIb((QHnFZzz^Jr9kf|M_<a;0RqK9P9gAtd;OBX7AxRX+ebLOw9>JT#ho&V#
z;v;NU)TZbD0<D04BP#Yi+9QV+jzHiv?}OXTJm^6WtsCwslvY&hz?cBT+jehR^VoqG
z;EI8_ck)9*1Ep;OmcxP=fi0_Q=SpZnkbz33lm}-AsZGUAd9w#X1<HS#p>UJ#()ekP
zb*t{MzA3C8j0ZXm5G^90Gq+Tp@SRjI8{%C?USCt;?@o#^&!-XyEDUtckJR~UBCwdK
zn42@$^`(XY+a5C?-vjjE0f=nOn5iIZ6O=*`zvK{%98LfY^#u=f<ecXqI$-kQ!-uI)
z9Y{fH#s{D!p;LvWrRRyyw)Xd-ps1QGweJCru1fHgp>3Rz?&;|x^<ZO1o9Vc?-LeJp
zUvi?e4V09X#jk>J_q*p5h9*d3%M~h>^1txb(dEeaF8DraUGZN5{yE-+qwlHg27f%7
zJ}$bn^DX>5_<1^zR_}+62OK<j_uSb*KAlnr9#B6cl7`5!dqZ7j7AP1P!E!{W<GE#n
zj{z{@u37v3&=@OfAQjqx(KWEq(qEiy@SFU2S$qJ3mR5jDK{;pe@+E1|6;ibtUeJi0
zKCzU5&sS$TK$hdAVW4!bn#LQp`<IT9=IdRs+i?{0$;Z6BMO}4maOk8gB{WDfk^TAj
z%66I?*WIQlR_^U6MvNa6n&+pAoN1f%y#x#{YZrT0=>f?<s+gU>&I>a2_>6ZL7?ZbV
z>oSh0izoD1n}uj&<YQW{2|4elAJ8p$>8-H+ADIa}ARO^imTTs)6bJ(V$yZ7M^UD<R
z0VYgvEVK>Ur2w9jAZ1(Z?P~O&1`rtWUp$bN7z89jfGr*Y(g#9q&?fy!^8i9%fb*Vx
zF-FwqN0ZvzyQ&p#%0T=1$NoRbx9{EA-nk*K1fztr7wM~fQh7Od9G#zi+~ieIs84k@
z4DjQ1TU0D#yn}UDLMzIyqkqmR6{lqyoUtSZIw8gqzA~X2<@0Ipunr1wnYQawlh<~3
z;2hP%->fPW8;&;pUtLxD<mfme`IMuo1{1oENk#>?!O2%|PbI!S$Pjhw0ml@eUBeyM
zsEZ40;5?&r`;B{@J*!;P3I5R$_Lgx@<R8JCN(MJP;gXKb0}?9Yd%s#55PuiH09FUt
zH(>93iITzvdt}ESb11ashg63Qx~AzxcD$Ddwt&<LE1Gr2EH~mOED%=g2tv8wED~}V
zI&y+-7Tp1Tm>TgTg5}*3GeqBK!$R9yZHIGNPk<VLeake$@BR1hk02n(a;njj9i5f|
zQVG8S+8MZ_qhn(g(a{XRA`7B(!~*v~kdM`Ht}@!F?Y+Mc4~iLZ^RbGFQG*C4bQ%_j
zQg{G#{pw4QD~kn2{gP<QJxE7Tw6kOT+uO_hr5D6t5`!l%NaXllP=FrcJxI=C-J)6t
zNVl>u)iLS~a26C+?_t5H2o{+B8p2+Vz<|s1VE*I&+-pMFx}+b+DcWBO<Y8;W7F(yE
zU)jLEJ_8&YfbanIeNV<Zuvj(C(9ZLprh)s<gYSSEdM`ShEuMM(m4}1l7nlkU&ax+~
z<4DV6Y*RuoU9g5OMkk2RH-le^th;sj(6=czfA<Ey;a|Wxt*xv3+Cvu1Nb0sOl+;iS
zlIN~-vxnxL+u+(?`6CPxJr<Td^uijC<elHk48}ClQiKRi&UX<v1-KFIN$gK&%#F>R
zY4!i;@W>pcoCh^gXZnNAmbRlMZX^x{S~?wk0ZBlkXL8FJnS7+DTycj~l=r`yCm6`7
zefp4(`}q*4=h8BzBt8)>CNv|p%m{IsvIES`U=+x*NdPd`Y%BEt5?N7Y7zY+b9*}&{
zQQbQWM8gL~M9h?gIX`-lS1T=4Q^LNTxAMPfbD4qi*BS8<OvM*iAgLx8Gc2nO8N<9P
zHtz^-G7YlqF8g;M>~~Hp`~#W0A3%=pLK}OQFN~w!$gK1PW!Y6f$S)%(6YVdC52rNF
zj#>ecnnD?qoirI+{^W*|1EXVYWaeLhB@@^K08i-AhHCjk{hXODfq2g;{jA%ZGTST;
z&xNhQRJ*o5vn+q{p>T=!OckraQ2^w=gG3jTKgPxF<&LDCjqZ`o8?uGFiL;tLqmo(c
zCv}1wM(fT{ik!uJ#cCfIJfsDx;TizJAbCVE!mgfjmt~B7Okg10(-g2nA3x*+yjw!c
z9%XX$l?hk%%@}}fp6d4TI<_hsie<w0`7T$|7`K&2`oXvxc~!pApMZS#b`*?~=zfd;
znzio@ou99yi;Ww(|DEc42K@#h{3owMNPT!y>T~r?7kC7)7~kw%e~f-aEXWf5u<C}H
zG!Il46-X_QNP0+YD2P4Kw=j)=qHI4T(IU*?c>PgtEx>1YCc?HCm1unz8#`4~2!ATL
zP^`g8;1@>9J3SzqfFMQ8(E{X`zBR?){cWxf@R(;?dB^g-Yh#;0);0z#w75j+Z=sLW
z?pS3B`X&<O?P<7b=1N+zIg0NG{-6+rJUQTH2K+Aoc{N;QDd=-03{B%o-f<P;0w@Xp
zW>E3<)xz4>JW1Lt0vD$}$kL9D(xxN_#j|0)T>2U1nkUVz!Z7&g*K8Ga!w+VsB;k)+
zR=DDra0{*X9z?PqF+Y72Bz2wFt(;rf`RpgxPwdMUmk<-hh^9L)T!Tpq@n0CxZ4)vu
zmcfjztTSQ^Jv<`1t3W9wxwiFIKE&g?;Y97hNkXRHfT8ZB89Df0lxo}c$mEu}CucGK
z`skz|<<~W6M<of;b%8+^Xk5UxANS)Am_Wh|Rr=nK;&U@rRaK#llXve^TaE@r%<X7~
z6LG`+XgsrUgFesZ4D6B1fbf%3yIrq~ps!z@LeYmdG^!`?YeB3=WLl=(-$id(POo%6
zL$H8L)X^9k$iuFXfP~67{-AqXJEw+?cS0DU`)Ey?VQw91WlNnV9Gd>|y)qyS0QvXk
z{n$MK_uPkjp!>!j9$8&;9!q6+rV8OQwd#OpS}}BeI6(^afy_xDI-kG2pL!%^<md6&
z8p|3;jzb<2Z;W^q0u?-hOD^Z%AYA%*)msp^7GX~)$9bHt%+Fr$3Pv*sqf<^aCq=B@
zHveh41UD}TTA|W-x6tI}gbsXS+XY_PoT4UN>rV@Lc7LWHd$$qDF=Y#3pp)9WKzU9=
zOUo^#hLNLeYBv0AXr;3^9C~T8099;^(wJ#hq1})KzFJde^Jd3k&Q;DO4Zv}R7x`68
z_(H_6JoBAF_LgI{`;bDXCvS;zeiP~2T2Q*=ppK^sTXL29edNnOub2*tKZ;^wW&72#
z>F@yXRuh(-Zd8_+x1Yd4AOBsVR5SO04gY#`t1|W|AZbcTw@Y7TA)Ci-KxzP1Wf0~b
zZ}};x=fL`R9+?m-&4-5*dHUe?w-WiR+;_`rA`ob69>X|5RzYzhpir3$T#!!`wM2)`
zJcB?q=1&bQj9plMP7$zL$0->wGBU=|2;+m;438pp^V+)f`arM>&?x+Yu^Ni_i8WA6
zfbail>D?RB;QHuKv=uI0116Hp6wgkGs>nf;HGDG+^nkRMiY7nj@NjhlUkGksPr~wp
z7e6WT48Fa56~m>O%v_oeNWRI_)}G5YN6M*`Aoj25Uh52_^axcHuk=X1$c;lGP!V(U
zXz~E>F6g`4GjDOS=`OntWEh=psm(VpLd{@Rd9bMVE=HHmSq1n%_r_zPeQIz7f@#c|
zsW34%;%Of!{hH}j4I^qBC8fT~jb&ogEidE0gYG5(Ysi*MnwVSTidz}|3G*0e;ggJN
z{av5<*eJ8?qi(SVo@E-HwWf1h{ec6JL(pl0r{f0rJP9Jdh&`#=dS20jE!#r`Vwuo3
zXW&yM3J!)JN~TKQ6$OLp+mma?E|ykeE^>Y3c7#RzXB~dJh9NZp4~j3(`Bt(sZc}T{
zV)n!Kqk^CY-tD2GTX&)#3NmO0k`vYV|9X=tsc2^U7}AipTGKw3EecgDsnl;V4;Ri6
zOc`(+IMfF|Bg<c@WeYZh3h>|H*~2zokdkQ@s-^Q)K+FLgHh_E0Sa$8QO*jA0sizzh
z<G%S5YEX!>*@P>k;QmjrJ0WqkxXji+mdT7Feg?*r@GoDy+ruBy+l|G({t5AY{!_ao
z0_sn^1&d<u70SqHu7eMvMIJCsTc`J7+l?FD{So_0!HiDKg2(75HsCObcR)BWFM7z{
z5o8~!*_SSj#x1pG87;+Cl>n^{hQXj3R(%UKtbO4_Ke@j5*(YW%beG5#uBs{v16w^B
zl9zPb1(=pXr{fUkkHjUvP6`C;$@GdMZjLFJp7H(xXkKt=lq3U4ByM*aYQyRS&3Yuj
zF^@U7dD0uQ;9>a7vjKfr5b1t{BghMOx%z~>XTEcqTiE}rmGjJcKG}<H7c>e1zi4Iw
zkZve#Ck*mdfYj!$7nJOiSr|d&#HWJx>C|{T;3BK&Y<676M4?14BJ9u`#~M|NVz1*#
z6(U_dqwefAi)q3NF%zM{D&4S$MCaL$x`QhIfb2pI>?Jy#-mHiQ;I>9LL?9p8&^-<c
zB|=-9-(w&S3kReO8WprFR|N(352O|#57*r%JzW0riFXR%rr@looD(Jr0)h#Eny}`;
zR$v5HeEW*|vtpu7adCKi*WwZdDHEO?{C5I|RQ5_|`V~V8@u3)ZDc`EgVqz`4+>egX
zt5|avyR8;%&9G#&34xH<ld5XX5rJ*8x7sSRj{vWS<`uxdLR;=CSNwx~G3$yFy{#ge
znaY`}rO0Hn&Pg^t3^EI|jF(z2{aY>gnk!+YHbU&&UTfxlzqbl)2HA7+%ckWetLvsr
zSflT37r)JY{*DS@gl4akZA&%Dw>hCuKn3ZWn>w7GW`WX^a^!v#8x8*(@r1C1Q9sQD
zs$b9a%$#vKxj<ABp!N^YoX(-`jo~>BI@${4Qlw_j#@yN%gsT{l$~aR<V{DW1N?<wd
zeJ1d;auDZ@XcGJFByI6zcE9`wpTea1K*PVKashSEHD{N{a)0@|UIKvme|`2B8!45^
z7K67Rh@e4ld;_aiSq>@A(L|z@JvkB1hdUb65;!>cfu=vS-<H!zHCmQ-qz|#RNycaW
zni%9R5h8%z9*K!8)<49P$K(6?S7;$?rSp@Yq>8svgGB>bSyeWWrXQ@)!G^E$P-|EG
zSt4*;`|zeQnH%1i0t8~>`i0EJCM!Cg`EX8)oZA%f41o{D^znljdVVq8l=KJ66~GGD
zcReFghlmx;cn}U~Qr#;?6I>`Tu+D!a4}QvCu>#5s(9UM!kzxte;>SjtlB^`NZJDdR
z@H-#j_Yhz^W{SQW-6%<&b*iwG=X%JCfwpR;PTLeLLG##AfC#%g+(}ca8M>ujid1ob
zT9sa1IXS;D3a_arU<3~gWZf0N?O!3O`rd$@Vog`Qa>ZGqXEfHoV>^EGfa5pt#ZrAd
zf#KYDE!m)yW?SRa1VtA4fH7pE#|)-g(O{1I@va<To`)U2SqXzw$2YVK69Ou~Y5PnK
z)46wi(hd-zkVk;VBVm0j=9UKLT;XpaAo*GFrUKbu_;z@;U;<r=0vXjCuL6KIKunvi
ziGNJu1}0>{Xp;a?1uo&_B3*;rm#_Y0)EID_{hjG`LKjp@ahs=DEbl(-g#)rVW9M;n
z(|`9n$^NJaHV6rBFbW#|ZU(fFm5B#&nhXH!Mx8JHz9$lYb{tAqIk2Mmdu_}NeSFDA
zisg0k$*Ide0&Bq-v4Y0+r$~c#C}diA$NC<cQ<PiZ<eYoENpg4)Q{FeV^t}d$e-HuV
zwDM)h?(Pg@rvQ5Rj}DwIsrM*=M{z5dWmdTd6`d$jXGl?!s@wr`Ik17U8``CLaIOgO
z*=9})p03_{L{fnoR|UXAf;WPe)OW|zFA`U5Mo%=+rWM@JILuS*)Ez?CtYC!dcI@A|
zbv;H4CCXZCq|s4P6C+5$A&8s;xUMs$Ot{jwbnW)9_1?=s*;r`YVtF^OQ&!ef8dxx1
z+(v)M3(mf)?KTY+_@5HOH>@zEHnllp`A74MJ=o|UP0a1TR0Q*W9#jOQRLg}=WT#tO
z*=0AtXcxCBce2M~89IR|1EMVFDVyGju8=;nR2saS^nT|Quh=AIDhN?xL?1igJxfAQ
z9}kkv@ND2SY}As%@F)U>tIR6Y4*eu8*g(WPXf|wK+%T$w)0tKd#{X0t^qyO2mzAj`
zzGwT-74vrm_(dM@7Ak`s>2`3z53Z_n9DL;|+<0uRrT{_-SiU{QA^3pL5zS&vMIp%*
z8hXL;!CGFKhhs|aBbTy2VQYAL_@nP<b89mT`_RjIk1w;+v;IDKmq85XY|YhA63d=s
zpQi}fq<IEZ|F+BALi*@afdc_>F7C|iCbZ#j{xdUE5v7e^9Jp1v6s6oE5D!j_rewSg
zzKwMFSEgE`p~o<*)}i^V@?q~mw{_Jo>zw*;FFDAyi|;s*$VJMA2>$?Scq9??jm_8d
zI1`nc21bl{*oZLAIn7{Wh#@DpzHKR~Zj@|98~6?6<@sW3%28phLW2lh=SZY{Sxv>e
ziuRvb;~pV)$PPGk-e6CeD+1r{AY)D(y8u}CZ2-UbjbrbuS|R5b0I-nYv?o@PlmM=2
zIUg^Q&Uq&7k!PbF8!{9ukSjmL3rOIy)5gA^uwQDMt;C+ImuRQX)hF1pVi8URmfKm|
zn+{E!<NBJqB=5`RyjbL$4b_-MDgs-1XLlYKZ>pC)RBSDcO&{m%{+ZS_BuFNy{|kqL
zbV%Ye%`_n#5ObAW>hf@rg@92=h%m05|GIzkGs3O@eUkv8#GS`xoECQwrq$w6H{_{8
z+<-i%IqY<(n|211D{1awtb>Y!Pt@trFCqh%uUdoiZhQlYrpa4ub)Oq@5afpDLWU$y
zi;^9S$hou<-&w>!6_)Q8C2^rMDL{TK-~cxMa*&}@m^QKk4#r-+$N@RmEtkY^%K31F
zaST0NafH;L3^A8u87tSaq|h%qN@?hmIhNH57{^bgRVUWbeRa31o_25Bk#ergQGQL(
z9>dy3DI;R<ayq4NQ{K_j7vHk|+S+14#+0Wy+SrLVQkWqU5g$cRo_IXJ#0BvsqrvJ}
zX4NHA&)EI0Su<}Pb{r`9%C0M_YxD!1>2h-8glg2v4dG<u=w5}$bOh8|Q4s$mLYq@J
zbA{!Z0}>r7r=&XCe2p8=%t~hX8x|F(fwj`RVsX(-kZGBoiaqn;iNT$Y<uFb6SHbvC
ztxJDju1N8Vw}p>apPE89hNN?viTss%G}5f{OSL)mw7JI`TGw__%P6YfWdkQ1lJ&Qy
zbJJT|vd5q4<$o|~>D&ggK`J#IG*q?pAKV?JzTcX4y;$oyFY#_~?jZ<Q%e~)+^=CYP
zN;|HYwveSz;vPmNyBkqesaBb1?~QF;`tUXT#YWlQYGq9wIhcXmw|_o(2ZJU`v}f5W
zc3A31<F}imkQa0e%zLZ>N2epM?2Wp(wwL3(1KGE2$D-z&=XVO;rLq)h<sOhcO6XR#
zR%2;nKnh!jHJWG->sWoKl9|F49+lLD=N>CF%w}(1U}O9|u&SW}$GZG_n2DS+_`YF<
zL_Ge=`{zTa6%skP7JPs}5Q*0lsBy~`jXM^NA10wx<l6p%TQIsr&%mR0i_0cW4!7YS
z{%F@DZ5|n}I0|2fjpvzAf^g4%JB5^2z+Ij-#M%?yI|+;Lu>R%4-fp8;r}>Wdo#rN&
zOB8NtYYk<FkSGGQ7ISsn6za>KRKFeAG4}u$C1UPC+sLwNR_n4Yq6N}U<EW(-bVV6-
z%*?RuXwNqeWwnMoX}tz96Q4)0V&sL1p0)fV2WQwebJ14p1mSSInf%GAUzTf1k*Iwz
z_%1kd;=_}nY(2I%shh`abzeDt!&G<-s79JA1Dyk&LdjLJpP2M_p*Wqx(`QW<62_?v
zn)9>v)27I<Ufu<N6EnS(4Sm1uaX)phM=?oTBwW^;IZMVlO5j_~2!uPqNPgfcr;6Nn
zKsaDbwc9UyAuDG}E2o_YZZEjG(=|F3C}qHrL%%Ejz%8h5U=fD|o1}|4WHTB|bRYkG
z+3Y`IzdgUYK0*#A2fqn37spMaX5_y*yK`zWJ9sV@Yyufeb!x%4!Z>JWz3p85a@(`f
zDWm$<@F$VKH@)D%r;5R&iJh|2z=?Q$)`2fyqexF{fI_cp?3@0&;AAoTg5g&3P<AFz
zW24uAQ)b$_pijU!4t*nY>bBf%Pm2G1W%l#pbiCpGEW?l9sroI|UZ4Jx{TPg|#N=v}
zjHdeG+ghm9IZ{)DZcTl%Q?uC(opp^r4^26m-|G**o}}SqGJF0+xozMEqVMHMFVW-G
zm2;)ol29RHU~^l0O`RkW?ZcS0i{#mJ3E=07PcC|TeJgA8xaqOCC%1hKjYriEi({Yg
zkje4D?N-0P#+xT0zU?2*2bdZgF?Pb!#mwm17*C|pVpHrI)v#bW>z-?1{ZUpq_m;ST
zk)|5%vv2e41tqb0jCtt^u%d#zXn3_p7{O?`)oi#+<|P|z=UpSz$4|`K+OOV&<tEYJ
zQUBVdV<7V@YI&Xijzn3m=pE)gY>caPWXYsZh$T|T+#~^O^1*?`#NxD<_r_jNRjy6x
zUvuzT3+tpK7U5N~M$D8a!^?T!B3s3MLE=u<v{ttM@n}xA^_!I(Yp-5B+q}x1V<B_+
z-5IXK@=UX?BRJ(>6?q(o2x!p~#{zt&R74K1h;<yy$1?h8%2dMNplogY9VVYoeXhm9
z=di3bQl@$k(SriJOexm)iEGLyIJxh5O&oqa`tV4yeD9#~K>n>)l{Te{PB@VQFG-lL
zyrGn{;0VE}9|0pqdrUnyZ?5q-WnF@bHGD^W_eI&W;XT^n*VxD#D$lD9a`*?$I3kSb
z@$O}W7SZS)E8ZsC2OfwTVr!XDWHF#sd7q41I*pd>ze{$o(Jd<tSt43z><V$Zhh6sa
zcO|1QPG~ngSp3!_-EeXK!nJQpu(wTOSBQE#sSz*O?216Ifb0G<`p_sz86Lm;WaU_M
zaX;^ymbHASiGCX6zZyfG$Y;?^?(vZLvUC2Q=|6F6N(?tsuJ-U)TPmwsBOR;KUwbX{
zz$4gwJTN*eQc(6=`XqsaQl5q2qut;81h!T7e{_m+v^k==%blZXNuoAGhP5M#EV+c3
z?HwMt?t4gTEk8n1GpDhguI_yrGnOk#oqkfx?nKbsM8;RpKvg~&U7V@w!IyeqD`C<G
z$0-RNW-A~x|96Bh(dBKK+>?Q4!Rsu57w#XMg-Rgtypn(0i#bKWsPWO%EKZ+w+3UER
z?{V$pfir3o^e+21&Q{=+-KA{Fb-Qyrq4NS^QoKT0t;n~s65B2Qp9jpWik5$>9@orL
z<@5iTgsC!heYKQKL)RtTBr~|s-|J5NW!)vs7G5_&xtrKOxvK@;mZY9t!r-LKU@H`8
zync=6ulOP+N6DSOt*#V7`g??tQeVMz;id^i1zum^r~O75NdN3f54YKXh<EW%tiP+&
zzSNI)IH=kik?5P2gr7GX7gO#8m*ZFYXwz0GmwYj?8V*-Rukx5PDEUA6ZiS*EnDUsQ
z;r#~vKtlY8JI`{Sm71BQ{`IKZwC;4<2o6jBsgO4&S2BWr&l~$@W2*WnlI_kC)oR+l
zA6s|2rL{iPD0Rl_$1Imr_WROul%uk&k|w1LSkA9wiAY8ZKl8{uRVNJ9>j>Ru$E&a_
zNqd8opXNxKNFhDLIz?KCv|+H7;Kj4j<h_Eh%U{2CA}kQywnZqakiG_Qk*piN1DDMN
zN?WlGOtTd7Iau7ma-uqDY=mJJZDybfXyy3pNE8E}_8T@3FQQ~>bpa<h&v&W<f^u%+
zE-BIz-d<9&BceWdbO9?dy+-!w3;dS+^w(ii%dh4sJPB+`#zSF0YOMEbTft7Kgi!r0
z&3_W0SJZuv3Xvyg@t!0&?$`SyOw{2z|3jP{)q1H9mR<rpNjUb;2S|HkT!2C06V$=R
zDDd5=YQy7WN{qJtEto25sMw2P@oo+QnSv0r2eTpleH`+deN3>j5~&%lKVMq)&YNgk
zmAdz^6hGC=oiOJ9EBa+MD6sCBCnd{NU8-EoqH7cXXnBCj<NFdW#y2w!Nr=eR6P27U
z+9%C@T{Q`#V1xMdDp~QJ{7A-0^mt67rm9L$@`Y##$h#v^V(LO!N(z(@R_U60^wTZ9
z|EYtz99i`Jc8!%=Z(o;={JUpR$?2K6=@r{uJ)3PyAKXO?>aaUzmPtQ?MW)=BW-#L%
zRUVkLCn*Fno6nzcX(Zv<l{_p|*TO4*)%WY`d$&+^KCuQ25_ysuzUKsYdF583ds?<B
zN4qUoQ1RfCgX^fxJ>G&f)Fjk2{pMZ5{(Umr&_9m1^@5(PD}r~c1BC`3rB|BO5SyTw
z=K0G@jv)gNExu6j8GWJ~Dr+O47=j2>>To52zf=<}n%5l_Js6{sFaPol>1TyRrIJyK
zf-2Hcv2WnJd9W$hyx$tOFAh=!WD@+4?Nn8e<F^afV?|H3>iG)xMY02QRU!$|%W(94
z5kDoVGy9JlN(W~V+LBU^y?cHW^0{+{1Ff%k4BtZV+`y@Ax)-H<5f=)>z%F<z{~C+X
zqU`&f(>?<@K2$z$#8NH~6IY+$$!y(AeY)QpR2r$_Q?OM2aH5QUmCTQLfrGJ)pXtfy
zSeu?*gwZn`Pfc)?lC()GYcU75Y>M5zmQYLbaddDgmUc=|d-!DvJNz}N%uCqI1H&)y
zOg^E6U<lP+lrdyXc{7mXkrttWf^bevqC@MnC?(@d#Sb8n>E-*;pEE*N87CF+(_`2>
za@r3hg|RE+S=>44+RJS;p7Bc;wy!sf7^@$FS-(E&EsQmsSQ8ih*er0({A)On&38X3
z9@cVwbTE6qh&|r<XhH4d>^dkb*pAYoLC|?{fzL5erXEH7Pdt&!Gdzisvplimw)`gQ
zi+AfP-FLPKHbj(;EUtP?%gtZ^j=<8`DN4rk3y97(I0j9Z1c$O#VQOgiE9U;vFfSDU
zM`y^;eLiQT$g{ec(p>yMjpL1PXr^`DrIX@Wnz$Qfo@>BB;Ubi!7Np>AK_^yfv#HIM
zR1=y(4!id%lcEZ5I2_|?a9xM>K}>hl*a5{qe8S^2uLtXlj}pwv_01@hQA0&f!7Wy^
zFFw7jsKSNbC<-tUZUlIIl@E0@IV3Q@8b=wL@r=L%zc^rHh?r0RetujOKzPNxfSZPa
z%58^?x_>@63FJ?y)E31pH&o+%FVT0@um5CW;jC`<uW68`%sOK#bTBfwr#Xm|jrNs@
zM##9G@~z6XU<sV3<1Cv$izNP~qG=kH1Y##`?9~vmJers5(?Px$hGq6#3^PQaF|XkR
zy~gA_&vm<+53V@*3V7hBRw3TqMQo<KZe^T(<ooAG{usxwDD7C>Y<$LWj6#iazV@%T
zgsS)n-#mP6co^CY|L);My6JO%?uI9S;O??<<gIO)$z@fdSD;1dsl9i7_>k>?KDf41
zaW^PX8VtRMou=jRu>aV-J)N!^JOD5E7ux{>g^P3*Yu&4b)v_@!Uj&loK_aFcbh_32
z{^C@H<8az|s6}+P1cBaxL&*0*I(X2B_uH*p*FR&Pd981E2SeYkw5$6t)==ba+BZ+x
zoPO-#1)@h|_`?2dr%GkDl=^@132Z~sggPCo@hSVBsvoLz8$eEW&Lv_sz4huiP6Tk6
zY@Lu*9D$$Ubpsw>kw;~+M_Xjiv~B!P-=*KRM9POP<l5I5H<@}gnj4NBdU-J$K?HDa
zAKMmrR6en1|3KJXB&3%!V;b-HO87_rIQ678o&V#Lx7@Tp@bb&}fjZb7Y27?^?=ip>
z6~=S4Ik%ygpENB0r#pT>GV@YnQR=JS^u_D8f4>-)JN_&uwj?}xWe4<tB>eozKgqhm
z21RU1_0UrOf!e9IQ5h;3B~qTGkLyNBLU$t+QA{`)PYv&bBEDr_@cRS00I(gG>zc|R
z6|J{ytKmH-sZu=#4Khz-noNEZ^`@?bu1;2(O2aaDERluQXH0kKE_O44g}yE2J4gC=
zH1yzoWvjs?jwqoVU!iRUVhtHG(!l*1PQ!au@lW>4ZO7lZ<me%lsau@s+YHLA$SU3*
z|0MSAM9ZHj_tR1M83SYLa_fCf+7G)1|K^_)oE*d8|2~g)U2F=GHy(oi%z;;Brn}~d
zSVk>HESuq)9K6O{W-lZsS$SdgDeXdpMCg*P7@jnqf>_)M{$$Q1^|*-t{CsE7(A^z#
z`!K{h9~PNCcoT<y**D3CsY*!0I3B49TS13Z4ya@x?&aHgsJj>?Li&g=p6yH4jXu3x
zB5Ga?-!tPRG=3cYIEuCnpHpmWxJA4F*B_+zUi#)3J)dIo`sN5$Bv-XNLh*x-VO0*b
z1;Z_=e>KD1SWN#|2GGDBmRA5ZA``m73UO}uiAgIYTFEy!F&^>2f`IW|IUh|#<%V4J
zw~uDY@p%!d(se!w`x@Mkk8D#K9h&s0nf?z%8ZbDlg8=C^(eCSYR>E+(X=(;;ow&64
z7Cc4-jel&7qh~E#gwHi9Bui7XAczUAo}8pQ2~P_6FxF$Xw43oyn3{GzJ1(k#e7?cM
zuvEX~>=Jru7Ar?Z*(G9d64Cu%$0m8X_^E|n@T1VucN^REr#cy9uAjd-Q-7EHXwC8z
zw?HB1y-G3St5y=>OZ%iDhj%p{42>+^t@>bnf^Rl=9KLb=(d^Isctpv!B?+T7N9M;$
z)MU?5#Lh@&IaJZpk!BO6H>_{!$;{09{P!stb)_p&meEM7pXtPmq%WE)<_sSsj<0(2
zXK{*mPEDw)%DlBZeEXU@eZiq=l!jG<Rwcl+_F3uy$>s`8+C>Nt<oE9}8&qk+#SHH^
zJ}3T)HAtLnSGvoYa~NpAvs$Em&we$xYyoj5=wI{4XNfyo3WHm*CCU}AK7^RcYhsQN
z<X2;ia@B(NRjK4liViQ%IDdZXlHC0g(lT{!2aEhV6s|trbIBb!{B4%uFvg>X1@Uq5
z%9r|Di2>zl9HzW7y6P0V_!QemoU8Nl_;i2BdqXG2m6rmpQrPMbWKziOLpdNHd1QD9
zJD0;ad!qh0DunWdG_?QLUR`g4udXj!&W^jdw!e7u1k<6Cfbmg1i*YOw%qvF`^w3>$
z=tg==5W-e`Ln-sXRPxt3wMBDNYAGAovJ~>Q1s_nifEsh%=}||vo-+p}uRu0A-Cx;9
zTaJ87v{fqjf{3izvu~Ojv>Lkt6!a?+_&<7`g;&<h_-#BV>^}LcLiO{N!9!p;SsjFa
z+CoV0S<mqs=TizVZD{q}H9&OQRd-ld|8f@Yd@bDZMwms3jD_Pj=RCd)Bg5sH;M15l
zcOLHu#;2=_z^kRRD0B-A13l$JE=30wjI_V;%jH$7ltK}X&vYhj)$_)FIog77ovON}
znHRMRnoix1l`@;l&RwWK3cWu=W=0T&rUGq@S*r*%)pjST-IDG_Sgl6TjNs<!hf$A&
zI7ZGFRV8IVd>?uwe}W~aq>b(B6hvFY#apA!8>%aRnyqJyT@v;%yO^c5`M{$fb$U7M
z!DK+%vH1@XJ)6_u>Z&I`?BF{ZQx{fudTvzDOu$G;l=vsS{q}|yI87A2y+!)$o`8^N
zbfP2}p#b;t@nALae~%r8PSviW7f2zxD=#F!yv(`j@6z90of(X5cdwU2`|WI`7Ol0W
zc$0A4cKoom`6|eCp-ClE+=FFZEm%iN6`~*a{|WZ@phf?hOCVH!GD?d9!fX{}>}^eq
zLud0>H?1Jn#!bwrFofW_Z+)~Qb5W25E~9mHyTY8`)RLiQc9REJ0wu%AW;JUhu|??k
z|3lYXM@6}|aia(d2uL?lf^-^`Fi0sNARrx5(k&?r(m5c~ARyARk&^BP1yQ;ikuIh4
zT=Rb4f9IUFbT8Kqm-~5U?)$oaxu}DDrD?%jc(3>5?67c(<O^Y!nIXfHrcq@9ZQ;)n
z(p*Qv<Ci;||Jf-7N7p&i!2fZ}px=|Q${S;EW7+zofxtXs92mJ9_BKoQt2E#c9nFq5
zp#?Q1TR!JvtJ1+`n3{jMG*SxRqYSEjh$?&^J6&K9=cC%a17}&bt0(Nx!|GU*gLrgP
z)F~#0`|nNTnWn;BlDte0w}N}xQbnr&-bu2-(?vx@;58gCqH3HLFrlM>R@i|6QVF1U
z6YZpjC>DNnI|*p*)us}5?$FRMAYJ~Z`X$@#(e&@>Uev{S0z{A%#^C3HA`;xmgyIZ-
z9ViZ=(YKgCm?=Ry%-X_uKM)fwTQua~T$G$_Y*zQute9j|@gI8TqyLrYmNZ5(V*qpX
z^?bd9@LlG%NAJJqza%hVPjEe|?q7+E)|89xVDR+aJv*Lze<hfgLpfM|&x{6v_$#=x
zv^LL+bc*~Z^%^RhE%#az(?uWc{h1Y(i;|O$D3PhtZhK&2MKOc7WjdMp!hqfN*=koE
zk+flvtc#mT*dFt!Y%1r4?JLzB4tr0TOjRc4pjod<2frbOEjE+A-A>P}4YDsA9%Kk=
zQzUNq0xSAi-N2`u2h9icP_%-l69s-T1|#2#hv<-6bYBldjH7!zb@f}z<eE^gUf~Md
zpgUu|AVaz>ax)%=d}Puj{vi8c!BvUrIq8M+Tji#)mX`*f9-sVJT&gD6V{1YeWlf#U
zQWhaF##8F!%8A7F<yXoEHLQ*7?`ujqj%JUl<Cl+Y4q5uy>r19zD5yS?!~V5;uKr1b
z<1T9F+A)NFFO`|~WHDhAE(Efc?ov<z?3r9;O)J=VmkbR=ty*LYX074EjjhPT&bl2s
z!PV4BGj#tOE5`EJZx@@;a(o4P)Xn0FfXjwm_L7y4<(;7+m$xfX_Mwv97vY*_+9sVv
z+`H|ojJqehza~aF`_sb<ccm(hjlZqm(c<|J&+LYChH7Rq{+`$=Mt(5%QSiq*J|uv_
zhpogCYU7K<c0R4F)l(ICRWR7xd;Ag7&y67*7Q+wPrbr;z+hrTNL_4@k8Un(?a3OKj
z1iF{9s(9<`zJ2R=61ghXHupN{97!H{6Jn%pN5g~tD&7KCNzcMLeUW5eVx!wv0V8Gp
z#s#FG)A%3p*SvF57Ws244JTJRylWwfrZ<8U`FrI35bE#3+!x<Ht>$Xk`)j`ndPs5^
z#N?0m<McCfl;0f7j<I{DF1mEGlf7ZgQvV#Lt5y?H>N-rNP4zuE`ig2+VJn&AZCmK<
zm+t?8iEfQTN-L`0es}5TMZ<+8njgp3$oS#OgU-oEW2U3;bOAi;G?UcsmE;Qu(91m3
zY5lV#*4F(nrqCRZDkh-FlVx}$__xE;*KQ_w4vK1<JcxY@2}(x8NQpPz=<o7x_c*~X
zdjcgsMFN`WojcNAkWw=3q?Pk?u#L1&EbY`a&T>@yB1`rIEcn~kHcGxcO<fgA9(Eut
zD~3<;gc+e4TQX<4J^=;W0*jDHqQ}*;Yt=1u5(x&z;^Ja|?lY?Bi-m=S)roR;bgmF6
zu1z5pJgbryJ&ioz5pC+QO_^Rd(D=aRWAWeWsJkW~!+6Ut;b9|6Mxj(?a_z{+D|r>E
z)7Uaffl9vNs(>Ip`KRB4U}{i(du_{X>g==jc93oR-bCpy0dp2n`ckY|Kh^_92D+SY
zUJH)$i$VQNetwRF6L@ZJx-jqkO!!DvAiPgq^klPd2DK#DZGH5w@_3#*8DsnCUiL2Y
z{Kuow=12Oo;Tb<KgJ4q98B<t~mU$pgppY~3OYRtM`e8j=-K2c7_>-_7NS;?UdPvXS
z24{{d;>3?S5%A?xq0D%tnNN%&Dj!igrxVF9H~+T22*z1EA@Rm7>)YR|aV(qFoo|Hx
zC0bZYMRfHkJ6LS)w8Z;Ue-I*nZs*h17s0_M60#>!#yqnEH;7D3<~QEmbC`H#{nZMG
z7nf)G$)?b6(yN)s>H$W%*H3Afv@N!h<@ED1>+5uiv_QqY2mvwBVkwS}D}s9JcGI$q
za<DTQgU+{MT`0A0yvgSg`dz>YjLs1UmkRJ(=*CQRj`%nExju6!8Ei9$)b=tZ>42Gs
z8&I$Hi33kDS7gixJ%d;o*WdY55?=V;KUZ?F5VNKGDWdD^Q1AI*6@P)Z{kdCH$}XFi
zNEl&6Vh#H%VA#T%+T56x+s2E3mu137ER9#9_oN06Qc=eC&?-UuyBU#K?gN3W$gr4z
zN<>Ya0betZiX^oa$q45C%XF#fU&6R$?~mz<$MP&qpYur64%><rdv0X3n$C+`v*oV1
zHWY@J5sB2qIFU$Tc=h5U3a^mcSY-jJVrb5x$@WZSgtKEYyG_=eet`?ADunmk%^MHU
zH?33(at>AU8-;xl?t)us%X|q&uOk?Wk-n$iC2gT9MeR7Dh?d!gMu#a!#rp6)k<87W
ziD0}JH(a^s1BRs{_l#G+ZpAFBq;Pm!aK`p4pE`^s+lC$4RtGs)(a(HP`}S`+Ah=`#
zs$|iA!%01d9TK5emX>CaA_Vtfz|<kAZ{g`LLaq#2`iS<HKwx;pEP_5W(|xRbanaN?
zrA@ki*Faw%1%<|t`hXg&`rmx(k4j!38mj-&!!zA@=rG%TCi4XlwZ+i;lDmi|xP(Z&
zS$N&p7nG!kJLS#T?_QGIqbE{-!nKc-LyIzz3XSo{HmX*Yy5VF~AcDQkEgm8yXzy9F
zs+gkr&0iHoR8XYeR=H49-Pd@$)W%qGrX8v4AHPdJ=`%~*yO`~(=*vS_O8^WuEP+<!
zw4dV-EvwXYSl|;LKb*(}N5GKBVCrsW^=hLYQ)#C&V_Z;l-2`7U@rNGD-Sk4#cpDC*
zpt8Kv3q-4Q%65u-*%om=ONlsE3ot_!Q_)oPFch1*`efUY1M*C+D$-nFpEYHy=)E%<
zDXru6nzN{oT|Zg9Pm7j2y!bw=HWi&+hn@Jl{U1swuUiu%xpj4VqyyOy#Dz{VdSMJr
zORLkh_o3fS6^g%Dp1y0bdXNRJ7>*5l*yx5g1_`gQ+330oN5^VbK0dxKFgOns#GO$$
zgMH-byW7r}FEusqqE9MylGRp8qsf!lPfHguBj#JVl>uKgXrBsn_YmV}7KmK?MN|!V
z9SGNptg9rab849Kb~7=mrJh-sv%Mp~z4wy%_uB}XBFX+>BBOnN6{=9ti$BJLlKV|_
zSIg(2SFbPI8J8{}Z>)}fSszY40AL7^9)J|D(JYxkz9;;upW`7KUo?A#(Xz!^z0{ZK
zn05AiCfpn#=ExPu2Et#&s}c^nPE;hMS${DL*uQ=4LDHDn>7O-@d*sZ5tRya{eXaAu
ztzRaM&G)2mtG-h>wmnTKh^Pz>Z{^`h;BA>%G*c=Uls&q^CQF6z46~LtFqDt8^z(Ll
zF@IH(p0q8{_zOnX^s@sC2^g|}hKn0t%{I&)xrvWoN}VVDV<eR(72q%@-my&Pt)$#z
zA0+%wNfSnSKOQ|%Qy30X>FNscF`(Tj8=~;hy>63L_WyHxM@z2Wa1sJj$S+PWRyMZ(
zle@HdDpH-5g$cP!au7qoLy7<AXF3W(x@b&HHow@P4CX1*p)1*-tf?*F2L3K2k7c>p
zp552b(h5OmKu}PO@zzH^`7{390CzJcEi#f3i2C5>`p2xzY#CNny_CMVkKT;5VLG0+
zDWciv=Yx_Y21GL_cYR8+B>KN3Uo4gD{rh?8p_9NeGbD>5GH)+G-j%z$o!2+3l~Q}X
z8fn~)m35usk90}S%P+m^LU`pKKPjPx^rrGBHS14sryp6q=L%Efpd=+$3oGn}vr(Xs
zz459s5H1`v5}o$z6)*t5?0m7Cqc74EO6_uzacYq8z(ux)hD$XFlxV^_-pjHEv5H*X
z4PpI?7&Ex9b<@qQw*FwovwSW!ZPK-+vP4}6iF|YZ3_yP~cmC~PltaH$hPByHL_#as
z&a!5pXwZ}TtA27fe|K*=oWJa}%?AD3wiW~qNai-bh_t>vKuuJ!LX{dtq=c!R@f!h@
zB7kWmF!5W((?%b8DLD}gtOtHy5BV;a5Wmp1r);5TXZ@}1DRemOfe-19;DF&baqq->
z@1j5mXnzzKX7hly0i0u2vkkTSDbNOj_W4AM|Hb|L_pd5cNP~Uv2I!uTKJS2O1FdR(
zbFd5|#m7pK-b$%xqYt`N^8dQLpa~j^epnz{ORJCq-Qo-Ro!2m!nHR%@{3T-JV)g`W
z`HEZ5LT8UWgu@ItvW2UEOMiM^wT2dayrW={0XEt<a;fBP+-Eo!7nF&XUI#nP`PALS
z|31k~yyRO$x_aUA_^T=D&>~C!1<HpRDZ*wkYame*R(Sc%Ylu6hahKWs>NfX<VsNb5
zu`y{<4W5U7d9^73oA7MD4_P|&O|Cm%z@9htwYm(#(sgrI`@CdrI?Li+rn|qJd_P{a
zaMvA>4_jDolRKV2LwudE>uCD9{gAGYCAHmHu;#*+VkV+YC3bfJQ6(WLfdn%3UeCQ<
zWb}&Y+^-IeDk&0K|Mc&R*<A+EmIKl#fC6vDjWBe#Sv_o1N^v$yJ?npv#cAL23*Ved
z0O$scmY;=>)GT<~L7-N4_*W0KEU<}$;7m%kaA8FfS6MnfRj|LQq~)EL@S{h`bVBAN
zRN(7(`G(PzhqBmmrnZM#Jiu*W^ous#&#TA?Fo_Dy9Q)O1HRm7Mh7;HsDtz?f2`U;p
z?Ppan2NO0}McpsOO*?Rj2HO2q^4lTPYHz!K2NMGvDxu)hmCAkX%U7vabYBQZd-Y>4
z+KL3t%g4~tT?&=5zn7PxB{maGm1sc?F%*N6BRa$-(R9U98~pJ>$Mk(Kv=c{L7)R`{
z&0jy-o#kV|MDsbaa9aA{b<O;@9=<KL$-Z`uZ5m1B7>Dn8EPd>xG}#z_&0u=+oEhm<
zh9Ir?eYcUL{@ED&f>lzU{yLD*MXKImO7J@4oQ{T4GD>&*r7!8-7owURJ$YsDj4##(
zo(ndXuW*?fj@Q)f+YUdEcdSevODyliQO2g?`z2ts&@P)2w$rKNoZkO1lY2$1zQd!n
zou1J>;`)<95*Q{1S_fno+WiM?WW!=-Y#hQfuRn5eUmVKL7~EzDI{)yW^4D>vMt7r+
z$FZYaCP1omX!IoY@Lwy<w`<mL{%)T!V$rz}&|U*5NJmq6=Snx?DSRjjzXE#^^5fR{
z``T+VLm{RM^TCh~-(py_{kk6KP6bJY7GsWU8%DFn+?SweY(Uh6umi6_0_D%Sr_l_3
zI&Y!m8LDSV_Pr#yxVfF7L&bGxd;6WJ^P()^8fwFDLqbE%CM&Fyh3r3cH$nCZW@-JZ
z>{Aq#)&IskgHI^Cz7Bx@TA||MP0G)IQjzm2mtlJ(t3T!>jVkI^*?iRT7_SU2ah|<<
z^St>7j^GZ3U<W^`fuZ53;mgn`CQ$+c=1dzxIh2&K(m^-sMmUb^B}+R=K3C7;Gv3~o
zD+??V(>l;pq<Ac%4C<kMh3&v>B8K2T3m5Eob3C4Bp$T6X3(1U}x6SfvR4S|$gbgPA
z0#9%N;{qg`gDx120jcaQ-pCNrOEEOur<8DTeDg@i+@bB#_UuOG-9L@pBa4B2s}HGA
zL}QLUj4M|y0QG_1N08MX*TVIq6w*kr^UlJ$^sC%2H9BueGAC6DY{h@PiT=QOU#!zj
zx+s@YGUFnp4DiPeu2DG{vl(X2Kl@w@!id|wHeQ5SmA$2nie|d&lSfKsF5UY%5o1&8
zyS{AY<HFBcFuS&;{7qkbdmA($WsasT!s(uH#sXlH{K&Yt8-ZvGRnL6ox}4oE7{cb$
zOQHH;bw1D31=<ml`wktooty;VdhFGCSvZmftq=ceBSfbnGPH%3Ou+DtVcgH;oI#HU
zwn<v@ekjAhNgM6{R^xBgk9eAYhrh@Sq9qLsF)so&?TZgzhTZjkePrAd!s+>?*KBp{
zGozVq=9no6R6NbcxMOQ`!rqh!q|o9A7Z&yov}GS(4j)Yi5d~LdJj*Q9Z6Y?()kivo
z?Jb~q_}ms=7w3{9l27Nw{MA5($UWQ;R2|pJuI9kAf}H-V)>{VT1$wvSPSEa0<VmO`
zq_x3^n!$X>&W(NLG-cPl=@umx@ZwE%%iMO~Cj*pIQcKxAh`@Mcqr>(3KNs<;DPtMH
zu3FcPTifzxfAlQ|7E6e66O+E9_*+LQ0dlZA&1{T21fQa#J6QXjC=f6r3bs#22y*ws
zL0UE4cmsl|JYP@6RV<I^UAtUA){X@6R1l6}y>swq8LMETG25qKwa_;mKwQb=4tE9&
zHx)Z6Cb#U(CP}eYBW_NeS-O`@a1`>&0Qgn?pz(%J>?v_??4=f)HdV`8U;U!nK}7tN
zj9)8pgrQw7O;Xr#cDmg@_?=dfo+$k8OBb!MR{<Y=4ce9;ZP&;Q*P%)MCrpL>#fRa$
zWxMmzzqMBIirMF9xM?xgg4aA<d$T<=SMZYuP4Ix#`y|&1Z!@-Qfw<hEsZh;s{=-j7
zV~_3o-1qic7l@pIQWfM#)xoU{+f#^)zGBpY(OUSdG2EHA%X$6Tr}{crZpvEAK$`)|
zMxJ;%RYe_bZ7Nb}b)UMnr~4S2S`_W61l_xA?Iu+pGS#g6uaYh+3L8v)pEu|t(>O%~
zqu(Jx>w<zU_771S5&X)=<>9R4KH{=zzq(scX{YRM^LVFqg7l3dMO5`^W3XUfx6`)p
z3N@OoxZR-{+JDkpYb1VHR9`{JzmN16vQ5@2=mI>*M8GI|0Tu$2Qfd)P8k4W8W#c>`
z!g~3l%DaA+5G|{!j1)!@sr$Xq9*Epezo!@Vvb=Oz<4uIEpM+Zxzwuer^5UQ@DFUru
zgLU$gnhh}pd2nV_Xx)}J_sEx$qHOUN<2{mjl%;<c#Pg<0j@?RDyu-XuCz6z&&g+%2
z{u+91sR^*r&77P+lKU*|#!Ihd_#Dz;%tI%Wlp<d9@D?i?-^D%*AA)7}kK5+Re}%L7
zH#-z{(Jjwv>#@N^b1`Z*N7WbZzpFpl#Sa<0C{P7{bG{<7IpfMO(t&j0>+79LzH4id
zjZ#XM&ti7m9DVh5?P>DtKZM+oiTTu2Ciku7r&3DH%lF%jpB{tMHORVM<je!7uJD<(
zJf_xk9j1BLJ;3tehxpeMl3DvlhK9Ip-C=Aj0tNIwb;ia0wJ%CDN7Xmdev7iL=3GWx
z7?gh}{<=AQAaduZs*wtmelb!pvZxzEJ{6N+1at@*v=cj>+}_lk4SCiKwF7tD&+!2M
zntZaOG+9FmI^TzXXkTf+QBma)!mqM$?1W3@?>H4BY4i~eimWC5d(V%9+R*|xtJ|~G
zQtM3DIRigwS_8lwqLpjz6HQ4M(U@qmv@VUKk0NsH*QL1j*v9j}F|$s;ty%)Daw;u_
zm0_inblovMx$3{fh#HHJdht!Tbj5Zp#nXlrXSsxYFZK2D1O2D&6O3a8V&6$f7~_3C
z-qr1Ni%CyY&fT08P&xv1Q!aE=KQT4E1J%yZM4UOck*UG8ht3p%`s%D|ZuDYSdUhTc
z@bw0!uBPrwW&FmyBYIz%0#(JjzuWkKb~2)=yc$*cF9}06rPBCRVo$wU4_jgaSYn57
zl^R8v1;z)^jZriDdDtcb4)4R}h0(@?fV~B=Rw%4Zg>ZiI-;Y6}()BjC*JqcRM`aJa
z3pwn)$q=A_LSGmYniDnI%k%-0i`;nw%8Lpso2hYgOeJDOioxpfA_#*bYlCL290l$q
z52B2gNI#J^yEV3N1FidUlnLsc$=C8#jlLB~BAu>J=00jJ-U<8mN&ehrOtN9hg!`Qr
z8A2Za7MjjvM?D8_XTgrs=Ty~kP8wtv6;SlFO9C$nHU%q9y?DCb@B*va$n^17{#o@&
zwR%h-Bd6KXEig1Z#@=%6$i#hMAeZ)u$$f09@-`z$7&pWQb;4bO_O6ptQMKC%v9PgW
z%Y+cL8hXqGLw<_lU@;nIczl}R(u%t;5=Iaq3)1z){a_qZ?5gvJOWNe?_<P?=pUW1$
z;DTG&CT`}sex_<oI)t|Pch`%*JAUsebudPivudm7NlP32P`csW<?VZwYekapMtF>v
zUm33yo;@xcZnG#S8Jak4n|VS|(-eKI60+u`qso!6KX#^i$qc+z5D*^I1Ahs@q-*wl
z@2-G;-ywNwJPC+$;G<sHRcva9azv8W)!?%VN4n&$I2G^TE^%KqF8{h6vB4#5-I@CA
z%blh%JpyeiG5JJm82y~@y|gu<dL+Za6&!JR!IF2Ec*<p?kK(R|^1J($7hM0YA6hM_
zrEyDys=9FiZw*=$T&)|AIy+yRiK?9|-uf4{D+r>3m0!9Ex;0z;r%Lw>Olx;35NHHY
zre}Wj7D?RNskcUv#gXBtRk6|iY_$eCeo~0E>42bsyN>yM2WIhiSXcztf(KK>&*A{b
z23$Z2h=<GV2oAgYx?ARz<{cxYk6SIuGe`AM&3u<~^;iDxM4;KmNQ^QF=}`T8#Wghl
z2mqEchhj3C%w65|62Y<gqkqk2&qgV4dj0+mlOinpB<#Zm!9>2-^{{JDN~U^AW#N0*
z44OT-BPl8-y5#rp3>F@p<klZO1=|7e!!8NF=3R;}-Mj-KVNA_t`XgPeRjWDa&m+D2
z=Fc(%i}W!IcJ#}WdEbv?-=c`nD>(FIeBVLbRO&<J9ktgg7!uB1@8V(RvF%W8uNX|a
zLx`lR7HUqg+PZf9bFrNw&obi~0kh)@IdS)5JDqxc-4~rQOz5nLty*|iF}blrg$hpZ
zjAy|oXqi>aLHtj^@P5|(F^B0ZdQn4U9hBo>lpYT1iH|Qx`FaG#M5WNB;QYm;62yc`
zD*e9C0-BF=Rrd%hz6Dh)vE}?Lw_3eJ;3#gee~IhA5s?Ut?+;(gMR==SuLq<CIPNFj
zT>C($#Hm?J=&q2+V#ky+UTy-rk89XQOP%<f4vnj)i<|Sj&Ki5yZQ}*fwlU2p2huC)
z5~}H59fAsfSq0F1qTK6YD$U@&nukwmPDt)x*B2%=?Hs0bZa&N@{*||_K*Ocy9f6(-
zd2gSrBHV;fb<GwP4O-Aw@#e(Q{}MX86YHxV7iq}ks!HW*z+SQhnnzVF{gAm|S1@T_
zzi%Fra?i}T=W#`piAteDs7_nxcuFS+-Esqt!kz@6Jul_lIgLr10*3upK)PBGn2L>q
zgJah~h^V>bwJQ=f=zW;uqDF-t4gIgQ7$)B9r=t`$f^q7X;xe;UjlxJ}Zi0{xuuqVc
z0`e(u&kEWcGozU6b3B4e&*i^Y6;6en1$}VrS~nfws30Mr4E!9Yj{_(7V?`ajtblA!
zdf$p&4u;wD(wg+wty4V`)|K&n>jT0pO|39?XZm60KT|PtoPGJy=N0~#|IGIE%u6|t
z-QtIX<b`VMjY$M|i|#Qo@wi6e@ZXmsvv1uVecZl$a8}jf>Shx2ld^^nFJ`hzl~PqG
zqKu)~frXGjYllp^cuuL#@~1`lLZw8>LPqcOqGUy+P5A1(712WAtCzpxTdfy91<MmC
z%fieaeQ`!zbf5vum-d28B+MqeZZvxdojB><-$O$sWwmlG#eU%02j%=vjJ5PuNK4(o
zStmxI^Jw?!6H>MX6iSnf4n<VwL9VTxglm7@?DiwkbY9^*cZ!Xwzut2<Yablk5Hx9P
zZ^VCjK!JYBQpP1|{NgpL@m|O0QN7RkyNN8{?v5iw+yoGem$hR{k_uPXLGUW)-{j{q
zC5$N@9NpPYiB<YEcc(lnn%eNS*-6Usczor}xu|18YZB|U=w>Y!<$Xl$qH+t<%s)G9
zHJ{kCPtU(zq`fR`3ISmzQ=(79#*)r!NJkM%83*w(BjL$=x0B~XlIEK5h{8XlhgwT7
zKU<K=9^U;p?d(Gpv9{hey4YT({_}x9jJ}aHw4VCN(qyaG%ALxV>2Bamv4l1~MBN(8
zWU^+*d>+9>`eav?+`n&sF#LdGhqPz!c$0q@i*|dhuT8&s*rA0!7{^=Zj-LgznB*y7
zVtmH!g>i27vsAR2(}dHCs=a}lrDG&mXXOgT2_m?Tw<lPG<&0nO{;=LT?in$M&o+Ql
zprL<EXRKwj0PF;@p)@&O@ckJZA7<XIQ_rGLely4QrMq5E6M*}mX7e9Qp;?EPU$kur
zK5x$YOVlJ|yq4Zof6})*`SV*CcPM1x<LFT-B4mHh^ij-z_cRsQydDHKY@1%(QpfW+
zd3bU>7jtDY&@UHT*-BOAOj^UBo%Fl(mH6a|8rriI?b8_NWoD6-Qls(qCipR&|I@}z
zNl5w9BZn=A_nNZ+f9Ta@ep{#_)^6%k=eKhx>%E1@z1I1>5rAL-5goYb-i~xj;UEiu
zKP8A6(Z8hzHTQe!*s#>pX(j!TjYpw;BI~evp14Mfkgy$ubGp3WsODj2_18K!j$@X)
zr%m;dlCddLtzvN#Z!*5#&EzYkS)2ZOJahpfg*NY(%)MYkMFZE?s;IkX+f|ZwdiZZ5
zV-J3ofwpw(t#8K>#<#HyR4V>_{d}HBbrW4<te45f@&TGRXE@8HL?jR9sr+9TRfSKP
z^<Yl;zZEnuWK-!y;mBuD^Vl0HgI1WlVwxUV{$BLlbmFu5>g_q*9EJ&!p&R*w8sX;o
ziO!@5c{155vP1xnbgGw$F6(xaj0aG+;J6=o!)ssKdg+^Lh3GbY(w`sb$o0ISlhZMf
znVFIin4fjDklxP-8&^fRFX1xkwET55$s>1?>|LpE=Tg#PyUZP-X&c^}5nuRnJT~wp
zj9TIeU+f-)my{i^ns(JS+@wSDnt}qYH6Reb|9%;}+VMQ-c3Ac|d#Ab!eZB5C>fhw_
zVJ9m-G6pS86+x=TKn^0txIC6{*SA`m*5?Re%3XS~^X;niYVxhC!fHT@p~ctY426yp
z+i4>!%84Jg4eWk)doiSm0ZHD?1TB}yOV2+~M}1gsG7usY26Fk7zzG6wix&GnM;Wlr
zHK&~gR}rL#bst=8ay+k_OL(t!jBek^%3cdx9_yB?f^rP$?12_Lq3o(EO3<aEV+G3^
zzQ1Zqxo?@)?6EQ0M>VsLk4C((7AP6ndV)Zp5YCSb6X#r6*ONN+EYp>00$F+zH=m2m
zudyF9lG^>hQM{lzeqV9<*li?M><0ai@feIxzwk3~_mtwij8F`IGdy#Q0yh~wN*d{C
zbFoW~eCRzY>w0YsrC|(gTRx@Z!PZFmMu}x$MKeMwmLOquTLI}pa6X|k@<v~3#ddGO
zZ%y3UXQh9n^LJkRb?ZAnEHhh_k8v}p5ILpCtEtmTnxaiR?t_ok;5LO50R)+t>3S>Y
zRP?u_bm*Iz((Ev|#Kz;QL(4aGl7jfqz6`iIrX(?}Xl7#FByxhW$86d2^y%g$QADwY
zWMh_mf)7Y`Zg~;;Nto}1aMOwR09Lx_$r#(!ppGK4sr=wJId<x&k}m@hWX|(`5-j6z
z63_%k!|W<mQjMxc6Uq?B`22K@i1w#uVho8NHCeaO&x-)<vj#3{$6^-ue$8U;8Kj{h
zn1Z@lQW+M8DYZM2HO{y`Z@ElmwC`mteX=9BE1h6p{v=Se^gwAtB+A8SB+usD{Zbg|
z`kMvA-2+8Ol6RJ}mI9<%yAfdVpEO;$0eJc%#63{*(k_znPYsDh&kw!+`Hg=>PE-i7
zZjTVX%n<cV+3M?ug}Pu^X@T5=rSbX=rJV=#v<cYN59|AQRR|R-&W^uzuO^J6Mrz-9
z{%b!r*(VAc>KxdnqU}#q)A`NOGbAC23??e}mrZdpG;shHG=1q2ix>y3nv~k1Z>!o*
zY9^)kLD6Gp4ex-%pEl64bp7c6&Y51K#{nP}{&&9DK$|*Y^D77jn0Qv?x!1P#m*%gt
zW@qWVI~~*4T;5c6Y8pQ>d`;`^as)Db)bOrG#XE;S9R#pase=xSBf{G9#eA?GuKY5!
zaKb#d+>@$ftkpx-wB1dm8apaCGm-ky89|pm<=8x<d|dPI=c9oyDVBCQlaqQp`c*$p
z&c@5kHVl=>_^yx2|LjI@+jC9yXkis3MnO#s2?N7B=qy3k&!YX6uW~FqYy<_U3C0`V
z+=sSA|FpE*8X6i*_wJEeTU*zx<)u3H@>Yk%s;ojhUiV5yJx=CylVMsi$*r44HILu~
z>F|38m^LV0>7PC2G1vUKZPsovSR>+7#;W_Iqf0xHG`BLh;?E!wvwyA6>&N&#EcS@!
zBGvRiBso6&sxROYa#0|)b0(7I#_sk9MYGo-{Nd-q`30cvCJW5Yn9TQEE$;P=iW@ma
z5+yba9Nki~k~v(kkpA|_6D^nA6jVBLNGXd<(3}Ctz|*eR?AU(Ov4T4*075LlRf{vW
z@d)I@vqv`zo(tAd^U&7eg0LPGTlj`#b%WRzH#P$fgTLZeoYkmX|CiHuDzl!i(&yWt
zK#Bm8t>VZSXd>XiueDr84l5_{Q0y`9t%5NR)bBx`Wr(xNuJA{KV3Cr_R1I4n#m0zg
zqYc+%Bm<EtxOL#J7kTNLRz)ypNywz1Jdl3Bc<xy@)GtwMGR`QUD>uKr=&yCLOcQa&
zv?!-3X*%UX6V-qEO7Lr;%jo~~8f~?{VYze1>FVO>tgsisT>9iSf)yGnAY<JH{}1N)
z(8>Rc!JbHA{kjaCcCw@|qS(;om!~RJ!2_8MwZ`Ni#_6yvY3#E4@H^`K9Em)lze@No
zL?yR?l#%g-8YB@Xc9rq?@GVrD>X@Nzp)<H=FMC~XzF5mcDtlPusvw@rHDaT~bNXEx
zJ*M{>eI_HU!+-9#q8=#Bvort)nUT6m5|&(K(crNw@uj{&Wzd~)nGw@GyPq{Hyc;9V
z`fnd>AynKdu(4!&OMASWz(L;qQToPW99!}a3)k&5S7Lyn&lC6P{?I3PuTwK)=4&|1
zC-aQLtN8NE1n_t`O!AehX;q8)9++mgZ-sK_eD@v;D()~NSM8szH?0+m{h|tb=Xkuk
zb?oj>k7WNCSDGT)!5tM<+r=W13rc?lV>1@NQ?4yOjEZRcX!Gnu!9<dwk-I`7TCqy^
zSTB1|h=5A8;9==l4E#OF`o!r)cYO%;(h~N!^}i4Rm|asdZl7u!F#+g^_}{Sny9dC2
z5>q{OJUBYtC_&d!aX?Yk+qa0k=Na!n@xdf2N&|tD&}skFzUYERqd+71z9nH>Tbt~8
zA!an4`Y{I=R~tme?=-Z6E>Fy3J2F0=9Nkj_-6aCFQ5@Xd?R1U}{vb*F1cX9Xh0ogH
z-5(z%rq-V2Y84JZfp|xEcXnwhG5o{e5gR!)dj~RxP88M92ez_>rD(~J*7^Exvj;cv
z&0Dim89PD7a=DEcbGJLGKktAPFX`IGWy8gITIGb<S)=`SXK7b^$0ns^+k>{3KbtE4
zlDs%R-W52D&o^DvAu(%56A?yKSFtruTUb)J0{vFJ#iI-8^D#@G*HJO(g@IIluO{FF
zrooV*4A?9-s*ub)Kh8ba;C&$I4>>oeF$gig-wCel#EG`M4~&gi<-4J|4gQ6|?_9wJ
z&(ZGXEe3uu6>g+cx`z9^olV#DuajRKOc%j0$uUe7@Kp^2@oD8z2_uOxhs|6kMkH!u
zh`zUKesV!veDmnr;_Dad%IF(V%ZiLe;6a=>6_u2f{4}i?$m6~Q6E%^!0(3(zFi{hW
zN3qiJL<z+5-ABetc`V-+1D(=40bnOaoG-7F;_4bgV-U@YU!$X=i-Wn(7^V~gZehT4
zUdoO}v_0Bs2!sH;fGiI5_X!@m8#fgNMeszqB}!=Q)+<cQoZm7~E3-l_0s2)z-%Df#
zbQsk(|9?^Gx}|s)WjX?uKX2!+f-ndlP1h<Yj0FxaudFN`j2U(3K1))4@gh)o4oL>}
z<x5|L93YAvhiI~I4jorlq<>;=ZuL2hPn5nNFm{!g&e|4p(#NDYXzRqcJeC3O0;;XI
zQR*ypsVasIy6K+nN!O%0f7G?H^?xLX?QUeg-R_}xlq<gwd9l&6U}>pH#LoQ5)km~z
z`?7JxXw*JTf|D5#<J})smZkri($lmUu@sJt&+PU{DBQOv!nf_~T=cGy-+7JqCR*@D
zhxzFg7(&x#X>z{vBq=O^VJP2K?G6n)YnHrd{KR93_QEM!3)kLQKA_|ek$vgLu;m`5
z9$1U@XR$M#U+kA7fUqBTPQ(enJbLWS+X))<*NqEzkYN`D^<5{R1{Znn>$i&8I<{zb
znz+{C1CBIV_%Fccj~0|ym>YD826p;^n&v^2RRow_UtW+zBvUeivqC3KNWG>m%ye(T
zQadRmailW=CK<Euv3JL->{IVo$mr_Q!1wWeT3Vz(77kh&7aQ!3`vCnSSq^vRqRH4d
zEf#5`up#xYIJKD!L-xrNQ&13j{*HP2J}D`*r$_M|&V^(|`gwq5J0#k?PqMr+4h33o
zp)EKp$}Ku8Jw84t7@uk}Gn7GEQ<I|jWn;v_#+Vu8>wcNy<mdP3I#?YpAaiIu(9%8r
z+zxKn^O+mXtrir2;`X1v*GviK)zuF(x3Ej`{}t-{?rqfRn@xPJ8_)QV=y{F11F%Rc
zJN9VU`BCeEzhKDw?k>H#H64BBEe>ZT)i8h4DzDdOO&u0X>bqAyN=#6Q({)Vk`^$5j
z%RYI3o7E3-Gt|;or!K0WIiV0guJYOY52>9v)`LBFyF#lK;;8ffxCK)~U>=B>rBjoI
zU=XDO(`5ZteeL%?9hWoO&AurV*o&|q(E7nsM<S*XZ0g)2;|b;X&z|!It7mrnPn!0k
zmpBJc8YwRhw8pPmNu>fig=-Jji1iKJa2Y9k0<=9EBW|U9q!GOha9;A@A3{a?pu;kE
zkFDP2B=o|?V1E0k1MOWu$NHCkv>EyH{;ua(_gxR?&#2_Krx2)T<yPh&waff_heZ$B
zuTvGiwH~XV&|82gzAmkmWaN8*M0CJHVEp@A47F(NMRHaqsR+wm#xk!1o0VVC|Flai
zaeLKOOetNAVyDSgyI}19@aQ-H{(Eij4L~<TR%jsPLP9~&wYj%vMgK(j+Pa|(2Vk^o
zm3mRo6Pnr3kmiv=$0gV*c)1-g=VVCF?hJ;;G#<ov9msA#uZq^7JL32q`j05v&DC}m
zi$$<VpkeRv84k#LGyU2wje;+lm03QVej$=J;U+(k`BA{#^O?e?#DRSFbd7(Yz4gzJ
zJ~+jyMnw$5ZoZQON8eGv19_SynM}17J3+Gpqrw;=mOk5)RJu7H4wfJ$6cP49b}@bc
zH_WVQlN9ZX?NhRHk!OX)#O>@g<$)fD&4Km$b5THEt(BF4T7^ieV?=BZs5p$nm9B@&
zVsqjD=}<C)pL;&{B|lvLXuvFcaK3V;WN)3!*u(AGW*OtEZ1jylN@J@@RrrjlU`BB(
z?Wk#w;m77mfkTU`htK%utf<3Ov)CR581u>Rrs7k{y1DH+KcN!J3VE*st0rkW>XtV1
ztlGz)m9+DT_jI3xgwrV=!zc>(rN<@0Yu~EtFB%uml0$tO+fV}y%TjlAwztQhc@0)z
zBVrQVB>etB|0Q*A^li~WPNYE-k_Lip<rVfW)n=Q0C4maW#;5^(`#^>D3+T9t)Xt#0
z*Yr{jm-XYuW!l(1yI>Ruzp`hxQIFr_6Y-)AXURj3ge4nmy*Isnb$oQ#V+DL2Bp$Mc
zhOr+W_aU#>81;fZwQ!tdwpfyrI;&)U@UUvr{$=1~S+1HDi}=iiHH?M3`|hWath4V2
z7iBU}uRO>W_B+-VOML=7Q+jh0YoA4^JpgP9Zl$y!;lYlxqPLFBg<SaeuhQ2l2_4B0
zg0pLG?EKQ@KX)tNGgbB;`TXEOT8%${@S^>NAULzD?SWoivX@#ZJswX}kW4X1D8mB;
zKvNY%CC_r^02#Z@A2$+YKQU!>R8(8@<n;n*SOU?|Ca{K}lJ*%p4A-hIF*F>1RYyuX
z9sewnsELvh?0-%>$&my&4jc>UiZp>#NN4;1<G>prEU)!0FK-mJ|CkgKDX#wF1@!V^
zVTibICIjMEGPVSB2Q~&Y78(Ej{XKHo@m2Djb>Uaw5o=HWW7d#JCid+h;rVYys>>Fj
zCPj0Vc?IL=U+pPqr2N-FMHvq17c39ODZmpBIREkA<D{QHGh}s3<qH{t#TYo4cENXy
zPTR$JtPD(SbLad1Dio-m4s(6xo8_?^#2-Z45R5Z<(v~Qq93Rdyw8VaGlh!pZ(?x?p
z`E?S(;G%}v(EZOQE5jA6hbEak422bhtQ3d`hiAP{1~M2Oj|%!M+Cj7G1g1N*$Q$k~
zL4-GJv%8Q$kyq?26lc5N`{*quPqqZP0@ca1N}l+U93i`EM+SIq;Y)NSey?t}dsG_n
zpoqkRYV<^>RS$n}WzJ;0On%p}E-uBXo$^t5EL_C8&Ax)VjLVE-tI4-~qT6`!S#Vi^
zN6Ri@89nt}qxHfp?_fueveOXLLl0+uP=3S8BFdY)F3n!!RC(-#><-N#%rsQBr5bwo
z!sp&SR(NggBa2xOjs9g?ORv&qnH&M(F^cZ)Rr=|6RwMr<yf`)<I)q_HO~;A|c?{{?
zQiT-4jBjMJnsB%mdnX3VzZL&D6u@#{MozrB%`2`r{R`Vj2PtyAJ?xPd6g_k|e{Z-d
zpLH{a{n<Ny=Iv+vO5I@TEp^(JW;_ggWXDU4yvx;fy?egdTLMSkZiZ)E2YF29xKcl9
zpiH3gEeNgw{foK3dhhlL3KMK1?M*xyr=85Pw(tt#Ta_tnEKo#Gr$EJ%)XV?Ku=n=W
z+3s$r16ixqKvC&_Vs6;TK>f$R-^G{wtViM;pOA?q8$5Zybqi`i3BcVaU{8&<iP($!
zb{rGi?6nHFRD!-0j9n}@8i+%32*D#tR>ZB46Pzy^%pBT_PY?R}ZkBZM7q7ks4~%p!
zBV&Ks!)XQET89_`B^LVkDjqQiR4I}P6T1#P7YHFBRH7}pE%}yo$JSxl7GNNrhT=PQ
zCrk;2y#Tn=bTSL_AZ|;4|51G3ddE$j$)^lA$hGQT(?SR-0xtXYb5TLTm=VF7H^;K`
zYa^)qM-QQYV;6R5EDVR*<wUwWcVmbhUTG&mLdasipyWXDUo`jDedS}|MAt-~c=%^)
zSz|USi$LGqVCGuSlN<X!YrV#$c1-3!j32!}5EIq*6RD*{fr{H12)HeT<I1Dz4@RZJ
zJx?<K{rw4|)p6$?!mLUxYtwBm9?pdQBX0dYg|J-{E`iM7bEKa&ZN%?wkpzVVNoT5x
zm{EW@!n957b%Zny`uy&!rSSZZu92Ec)9Hm^hMQv|8UMlC@6ZSER5Je{>1ciZj_T((
z9`p69<U4#CxFiVRn%n%IV0qF%i=aYZ_)r86ni5rrH32tIPt-D6)&WW)bb?Vucg)Xb
zRa?NZJwF?Mo=mN#x?lC<6YoE}BTJJkrTzj}V9Kp%2gtG1H&^ny4BB<B>Yi=vI(3J>
z@hwl8t%l?$j)(Ce#S1UihgISx^UWG9mniqE<%nL9cwbzqUVg7l)KKS5$VjVc2(ghK
z;LW7ll2(fgW6O$2wR_K1V;v+E;4GQ`ZGfc=hl9>MTJzr(NE+jfTEGySS=27bw?RC0
zZAmW@5^pZux1Zg7)(ViQ$Wbc3|NEa>UBc6<ZBNaY4_1eAD&*Y4!)qC?m;V>hY>kxb
zbn7(Stm?D4k2v3zQ6&!slZ*Ie&2G4@j3vPCU#QD5VZD5!;`Xk&e(6O7ft-$u^(_nc
zz5TP7NLRrf`7=ULPyW;I(G<F#RT({-6`FDn$Mr|_W7M8hnk$MGdEB;WCcjRcwY$(q
z5gN}BdrN5CI7=z=4wH4pEunmQb`9hrnWRiXnbFbYrk=sscZBY}+z$elFX^l42&*^7
z*qhk!80`!V;S8*rDeqeodzHx(DOJ%)Zajf~vl29t3eCfU2)!qj`^1<vHFZeDxeI!B
zgvXiXVqhsgxJEKt#wj0w(kkfGW^a0(>M9C0X_DaRKQVoR<-JPOJlNH~rr15N^rU=0
zFUiO<^X5mqLB?svg<|?#vrYP3C(!tG0ynyHR1X}dVQt-=Ur||j&(L7Npw3NHA11eX
zCuq>qHk^pFZnk!~lUWBxJKUV{9P6bj7@YV^g22upaEfpwRG~}<qZZ$tfre}U1mG%F
zAx}r!8>vTJ$p`K{=b?QqrcdL6J`#;<F8>nXnF_Z$@ve9wnJO>fViGenVesA*gie9I
zjo-IqL1b$hVAju9HFJv{iP4hO-MmkX_@Py9OqG<dqGdYk|0ZC4UNPyIFRceBs}qOV
zlaj*iW(754&c-+QU<7ecbcqU5Zgwqj%Kte5UJIWc2c$^7de%eDsBC0~M`tec=Pc#3
zsHIWg<^IrfbSpxwxgr_2r=Y%eQt~{tN}x*_4+1?qj|vv)CYX!O%`Rf$ZaL13IHvY>
zf&3IkMFJIip3g*t$p(fXys<hGtVLBsI)o<<@OG}!lCUkbOY4Tkz0BL|JNN(R?6Q=4
z7vG@=8wLPa#+|P^Uw_?gWmjEk3&aPf<M$I0G3jAuYDnZs?B?q(h<)*M3+$zFQzwWn
zhE!@sB-AAwo7n~Yhxy|uV&mvZrmFF)p_sJ6TKv1jgA+Z+A$03psY+v#?skq&QGZUc
z>>vCU?sdJcNm0KAxYB%*(c5bnu3M8Mws{}u(#!8!?(HAuX9mseq?Xir`h+^DGqHMK
zGd6NVUiF{BGi?LSn7C5@1aa6lD|~$$untZl{K_G`_o-vy3qrVFpDibqg5G0pXys%P
zITTI@@jm2hsOdrEXs4oX`k&sM3%mKVpK2Tw4z0?C|NU3$v>@GZb$M_EB^)!ez>Jkv
z9nYsWso`c2UXaVs5t$o)T>F?fxtLw-_CDpF3u%5w#m9LTWIRo;tZfDux#61@2fo+N
zryzvus-$MGF|x~WBdtu-dvYyO;dtI`kGacbg-L@94~8gy#}m@I^i#r6d_opJ5yI#0
z-lRoY6P<s_$b=}f8+Z@_HTuZ@R@MgW^?-P#_9eIo3<7;(1IC9tHA{_c3#38|!<e<E
z$mJHGtlO{C)c;9#tIMx9&tI(L+t}EszG&an?vb^!`W)8i+zme8W;Ua*r$hLI5WHbV
zz_1=gVW}-Y`LqCSJIjyjB<p0Sjog(|w5O3Tt(4!>{9ruzxBxuHaN{l5jA%|?5UyT+
z1k!F7F7WF(hU8dAX;14c(X4wz*~+c1rQ1F%63^7Jh22zz3wvSEMtA2}?m973YQW54
z0uy`(54P+3>9_K@(0Loa6ToaOBSJ6pVHazbo!=CMiEah2%0Ki`=DAj>wW?K|_1N~x
zp`Rz2d-(_fF(0GaF)`=Jf8c3p3`Pii3H)ci^1TfwRHK!!1F97Eg6;&~*)t%zif*1b
zw@30I;3NK?G*Q}s;}thjV20aYgfGrI8P3{J6_1O%-$%XLE7Lai{QD2Vh=4A##l(Q>
zilDBjljl{PIWYVLyh|GVZM3dA%t@C&zdh=))c4l$Z}Cz_@728Q-c1tkWjguR-kg9E
zZfT}so*<hXva^nWEf-GL8}E6Qu<i<tB|8uwLZAVb^gc$8uXX{2jb1gY(8|w+%LO9s
zq>ZSWD;uHIz0LAp=&}j$wKV)PifO`yduvyWxe$NsX2ScUelo)h<H(K20Sd?O#cHf)
znv?7eNO7cj5eSj}Ybr@;A)sB*84#Sj2NcnO)c)H`10KYec+LHmM5XQPN{KIWzW)b$
zgJDej%qHTas#+?W+)0K<ok)ogMLU6`8X|)miflnOxC;K#nGk*%wnx|1y~x7(;AWwt
zQPfMxAxkZjjrBnw=m?d>og@-Yuex>1CcnJCeTyc;S>`4q3CUPrWlztzPY197>5`$L
z_s?ntNoZ&|ZKmYp<c<%g9Is&j<ex0!d}pU=Mm~N-(Xp6Iqh@a;;?1Xu4O{o+?Y|yW
z;<y#p$m#72agc6|g0-flDM6FQfuI;BtbtH(1l3ORd-Y?_`l~5<g3Moh?gi(uV@sSp
zZ=-^-g(+gWs){?Gs=g+E$4=kfCpjGnjTN(5Js?O+lOyu0-)((Jmk>zh)ztE+-QUR2
za6OGNJ6K$_zILw<Lc`F?d-!4Z5MKp9RV~q<<;GL$-s=ScVa0rq=kTO3W>w|AVM>%?
zZG9=X2Ngu<mtGbhq_Mlebihb|f=k(h3BryE8}~~jgp-7I3*KbRp=K;F@i*CP4Vn5d
z$0p*9!YVT~#Jp9c-phmBEj`9a-Vv<&m8V!B9d>WGTkPJgRM<`BpFMNAG*DG-Sx;_j
z+nC@C($UDt&0T2m$I7ZqPfbNl>YYU>*xU1deDjCKRKlzAjOpjYjozZ_*$9Y)PSErn
ze|_@Tyjr8dA8i_h_%_6IQ>mW87D_?n(8WM8e}EKTr&5YF%i&q7s@wdnPwQ=yi|sgA
zCXS`)Ich>&OuW!&$2)hs*cGxcT9r};n5zO^Ox5f-4!s(LQPH4i`pQ+_FVavp^&7o3
zfEFTDD>oP<ppXM`eibHGQfN`~AW%#?N}4>YG~QRMfQZQV+lB~ihJl?JAbqJ+-*Qv`
z-A94CJ{7KSZO_RtyDxyY8u=;-7D4?i?H4?Ei<*M7G@38J{k9zUy#obV2pPxIszI-s
z75H8E2)_I=)Lw=HJVNA4pu{uQ{>k@B+q^zOLfeaQ%XG?lJ^Pl>Ir7kQ(kJ^v)E$PW
zAL7BeQ>%F}wTOiQvlp@QaTs2NG~|(jPkvaj@{@=op?1<^>B2!w0+aCLE>bd?W87EZ
zMG_={FMyvSMe@>hnr-wb7RRQXCTRrQzgFSMMjvva?Lb4jxZ9;uv&O0DMPwD&-=TV>
zqmG~Oh#F&cre1hsX`GanmdiSgunFn3ij`5}Quq78jv0TvVM|Kv{X2&t68;}GbNCFj
zhaipc<JHcIUt|VpUJ;HULPwA3c<^=DS2bWS$yIAo63gMueEJk{A!2lE7BuaxX?@FA
zF@N8jLqaFR)Z5wvD%Z%3FcRgb#(lXDBfEdiiqb*zm@J7iB;SmK_6D8Bv{w3jKy31(
z8+fA_Au)qu_$XD~v8|(uY;RNe*W&z0;Fw3)?>oi9F4cz^o0K;ieXD$*hvwdDXKzQC
z@MO>?_HbuY>u0JsjxL#=$W8iy&rGU;j{!dTY(3Y(N&e7}S=-;~V5@N8&VRxGj_Qu?
z$93Y&X<D<5*N9kY(85%M5l=T09Br&Ap!HE-!M3*Ik%zG5LSP9UHYbK-OjDTE@{5e1
zXq5T>ksu=_k<sR%H}neU+5NVZq6ka;Fw0X7au$K>Zz%8YmNq8~_@{Zj>51n|7IXV=
zM~sDqQ#gKipv>&4)dN~!B8NvuL4t?1HC4@?D4e1s;_~N|wL)L`@=dK_bfeb+m!hKL
zwEE6SZcPofsOT7u9MH|nGgXo40Mq>QprZa>__Mt|mEll9e}VRSHE$~xH6tC;sZwAf
zt&(P{#3AXka2sw%LU!G4P7$<+<_!fd(t2-T8ONJz>H8MjQtm9jXmz<Eg-7EGSdQTE
z5Xd{B)@tjnP#I#~iROOxj<+>7HR+SlYe@*zR5LHWlPD4I8>X2K8X8a6f7#=&e^G+{
zNG*WTBVs4$E$2n){=ZzXRp;vyI|-_e2Q`0#(8ec_Gviz*Vwz&<B_2q1<sIWPW4B|U
z=gE+IUzi0V*<fcq!YS|V=p2Djq)^Q;a}t)AJ>2nE`SW=CsA$ljE?(9-BibrVRujjg
z4&RKY*V7F>dcHFJG(r7Fg0$Qj;Y@mcs%P4UO+%jrNV=YaP9CUkCI*(oLKMV;32l2I
zN&YtCb?j6D7*lop$$aEL&9HZQ)rYZ5(GPfFESAY1%7j*6m87^RI^lbGjP>qYuj|5t
zLPN75*}7p$MOj%6zEAHH5^i9i3((9A-YKUFiTXOsHi&|YbNUdfRw$;b%Tqh(AG!bF
zUBaJQqNT;#CGuRszwA35v*i3IUHOqx^nkak8{Cd*JwrvWaq#?Cxeb!2F1@cwka;iu
zTgbRy?0O?$nHVhhV`e#TpMrH2`F7t$%e?c4X={j1x?$MZ=Lg5G<N2OeLo!*z`s(@t
zOTpa(V5;00E>!|?4+ch*-ov&IB6iam$qkIVp9sl>(#q7ekh_;S0#9f&@klI2?Xr}P
z52i~zzfQ$<+{2=~B?|@-*+K$RyI>+V$*YU8L#$H#`S>W)yEaZyQ3Ccu4?xj&^S-&e
zUSg!R5O%cN8v=}eiLyt8&k+PYPbSRX=tO?59L*Y4=k_vI^_zJlRajAP9BkXJX8xD_
za`j$4fg+78H}W>OSO^@$+3%%8^$J2p)<tQIe4HQdC0kZW2BOXE)g;9?SEl(%<0h5c
zK%799%STGpGoh>SPwHC@J8|=r{~hFSjb&rAKV2JTHkWhDeHP`lyz1BSpaRq8;MT*t
zO(wMqe{p6Yi{fX7u)}m1xAyAL$jIoZ>BLv_pL5;s=()$cdn>olEy_3e-EyIFs!*#a
zOF|_?vPm)N0N`d%`f3Qps-ZXewB0>xEQkhlPrmpF&U;CebCt8MhdVXg`lLv3SDs(q
zvT=})0w!Fui8b>`^Ppp;f4SQiKin68a}7d;rGm0Mqumt~TXja{i_UzVgd=xf6#WZ!
z&IjL5Tz=(z)bUsm8(4n{;mjC+=0D8hs^2g{7Ve>Av@q(Ye#CrZk^h(+`TH#P#*y<h
z{nBm^cS(x{$<yQ0^$zVw2RBHyMc!Ye`#FbSmBo;{DGQcJG?e}yqIhRY@x@&T9CiMB
z%nF7*r`$z6yn~Nr+OW_9%?Rqq_v9af@?w-lE87$GKg<Sn*NKO)*T;5pbpLzav#IXD
z<8j&WXOUKEMuY-XM4j0N8mi=VT^=BKuj)oP?&?ac-0{L#1ix6z7H<w?M&f8<R)^{x
zg&AocgsaVE3PWyyg1`>-)PQBHa(Us`J%v+t&;j0r_{0bhXf1T#mlSKhaqr&cVh9=H
z^k5?t{Qp>``OV&7zjHqM>h11_&SBZ>qWjiYNi_d|dHtc$q>PN{Oqo!zEBHc1jvs=0
zW8kwI3&vw}^SdwKo|s2J&ObRh@m$MI0vG4a76x+7&G~F$t|q*u@4`BZ0HMll-%P2q
z_y)j27X&OdtiM)b@S&gHZ^YU$nZ0~-EWBZqQN?{jXq;O6BY=^u@lh`X?Bg6~7+2Bg
zYQ>c8kB6SG{;_!O%zGoYWAb-fN41-_KOG%XRxiN}ZDy+PT>eS|R{w_a4LR|#CDBof
z^4Xqn>$in|m|%&kvnO+TI3#Fo@w$1ptJ&iUd@0SrU}wh&b9~$2-1`K>uaE0vXS6VP
zI7H)F9DRt2FD37KT?|2-cgpXOL7pXA9*mBHD4NihFpVpf7y||18~*FggMRq6m(nz_
z)PIDaXbaaA|BBrQllKT0Shz$Y+?xyKEMSBJ1$QO|JwQwH{7Of-o;}z`HMhbzkq@G6
z-c2-G)H|Z=_!MU#8pgx`<(xcXmiT!>$6&#BFZ0C)Ync)$-go8Az2fMlq^Y+i>0VWQ
zN~2z`Zn4{DPYw8JXndVzCJ!1ePdAc9UD)7WdJk_28eq_eq`ZpClQ(Zfp=2+e=7k0q
z1<?M1r2-4BI3qR>XWyRLi(l*y0gHi7+hKeDF>-sRo&|wm2o4Sw@!J1<|Em+UHlzPF
z(GR8a@Kri)8wxJLnD34DFZ42k7+PQLlWxhf);~#+d{e~^SQuY^=!D0;7%$Sp=0ZjD
zb=6QVO>4~<-W>kHQrzG@Z+N@Ly@lVtzAoROs4fEQWb;(*D8)N_j_&Z(PDo8V@7O?+
zGowI1buI$(9@NbLlm5&`?sEE5>P*L@`nlka=<@%=)>}qpy>?ySfYK^m(%r3qw3H}_
zhzLkaNOuY+ASGSW(h3Mt(w!0lN_U5n(n!a%&V4`6J>C!R7@IM!FV`OXtp9PWx#s-M
z>ylE~nf7d+2o2hZvwZ#}MReVKt9^8787!UfAX2~^4<?P_CN~EA(I2~0kY+2A&90i3
z?e2wHuUs_3>ZoDn+|=yJ1anuyz*zMICqV$z`e}yU;pbwh)xL-uPw+=$_IOYB;eNRB
zkYdG&y@LzC){j>fDCg}Zc8&&pUa^*bJE2;85>(;?SEyhfr-D?LIn5;1;*@>(sZ)5S
zXxBYT|3H7T&=FYynSdzi048fJ7eSM<lgx5~*Mz%VaXAlf%Ejkr%tW_6f^7t{cB26-
zQ8n&+3~ZrogP$Kc9IidDc7$bJl7y#_$Ke{i_B1jSfJuvZ2U6zpRHfB7EiMuF-ONX|
zfZtfG9M_kHB(%9@3|xV9^-lUU5$p)a7{H>Po2}UQ`=bWQ?DC?Ln@c?(IO8Jrtv(uR
zCdTVMsMn%><gwE3O?s;QCTUJnh_XB|TG-akL2Qm<_m1ONN4S>rZ(Vjc_g8}L1TZqM
z44i^o6n1{ktr3rhRC*$B=|FXoP3m-7eE9SD>EyP6s>k{1Zw>?`Ot`2j@SoXw4!wN}
zxACM=C(=#PcK0SL?n>Kc)<BlmYW0u%=3lg_iO*2@zidUqy+JD};iqlK|2U!C1nA0+
zBWq8MOu%=75iX5iBQ)vKUK@cgP!F#P9E+fGLuz20LO2Nb->;?b4?#*ZCw^0H&NEcr
zFQDkhUi2+Vi`~1J$CrG9m=27~4qnE7-J`+V=RlSc@a?(HjzBp&EQ3;8Wc2Qv&9o2z
zP>_U&*RNm052X`kBmOr($>kJ6iBNjtq2Xl#d}|%KPgA}bcis8@`*&tp86gn96rX|{
zT6i`fhVhZi7hGleTFEkSi?;H5SM5?qp9}1ME!d?$yg`G7Y7DQt!QT}fN15nVlf@k`
zdA)IV1KGv1+GPf;=$_ED<W84AiCgEs-SM*K*Wk3jo74GACX+|`cqX;U3E2|>94e%@
zwXted)MBMfO%x)s3iql1RI0Sr%wRxp<MU|n!+ihUt_i7cVDI%CZ6!|?ok(s=ylr&B
zJ;#M_`=lNlrgz9%_`kq3mK!D@PZdaVd7{GKP600A%0xJe*G+3wS7?4X!X5t;E^T({
zJL5kenGhmqn`ple(x^U$k5-qgq;15NaH5g5SDoaAkuN>X9+NzhRI|VN2scXR%NYHC
z?oLd&E7nAdI0tXh)llc|blljYZ8_`Re6F_nU>&c$B^TvEXOOC}VD3Vl^E?MjX>)(5
zWbm!ffG4l}jYh=F9yC#$Mr2-f|M<rI?a?sd=RtEm$KQ(KR1ZG5QA3S<Ls>Sgyk{J`
zsB4xZ#oViZk@8R&-emyMXEDSlWA~LOf?J8u85``mw=_A{Zfu8!FxFMc(2Iu!8dpl_
zZYDE~Yl>Iw(If6Jae|n8F@~ANr-zyGigQm6$0`RN820&odUs_t!|-@My|Zc#yWN4*
z<stYpSeVEOA^gu)GMcM9pHm__hhmi)X}XxAu}CCo=Fdd7ZJc=Zcg{siZw*VBl}-lo
zR1vvqlJW4gVGbKgC{hQ&PbUjj=4yGcICp@lZL?0#A!4)jerM3<DDKZXOWo$)M9%y(
zlp8>`WtO4zEwMet0ZP%q$BK}>J4V`wJRwcbU>X!;AH<lxb{N1eact*N*P9#*6Jm`J
zU}wPPG!1-`&wxV<huc1>1WMV$iQ`V<-mh*uRT#7<$a1m$fzxMEBw={<NZ2a?X5aLQ
zCsNxMgp&bo*AsM|mfmvFmpV<tcDzM3Q{cgAqGT6OxwWo$mx4G1&Ll=%qDba0iP`o5
zU1N6oG|#O3_F5h;Ks^mUC>Dgd7s9zP`sz?U&?JaCY&azh>sY!as7e+nLmxzCE<H2Q
z7W6Zs^`ny2&E~_}UHFg6d<o`FQ##QOHzThZ+(!Kt<X@6h*8+%t*q-JYCOS46U?gab
z)#wV)vzD^vN#%GD2$(znR}vE`iI{i8!6dVLPU=V8)&=Cc@375AX5Cx<IZ2!8EpY%M
zU(#Xg__XXGsnJPD*1~&4LYQd!sR=WJ@9DkMk7o5tzh(n00_O)MGrH}^I=J5bA^-UJ
zL=pGdcZ2HdKUG^>UUtink8;|MjVPO!g0CG2D6;(GtcgtR-<S>qJ1`A1xc22OH50Qe
zWcRjx-7JoOO$t7`xA+|--ZniwsxeYfX;AnaF6EGEo=*czBm2=NdyC(OJ|Ty>#mEG=
z8k=)SLR6T_-p?{8o>Ek$ZKQuc8fr}7?`&`oQJN*ZiHyBw{at_g824%9xt`r1^mMqj
z1xbfRK~E;~e2d!3u6dfjn16CQmN8q!E!CJRB>9|9t3m}v*&4h5?<9NGJZ)ma^uAwO
ziw)MG4^32=tQLXAxCk$BS+SL%TOJP+WTr~Bn%zZ_x%rs7#58S<5?GcO1lHa3uzxWm
zCxc~~b9V>tE$uTmpSuuVT!S4G?j4?%y54jP4eI0cz_LtOb=BQ&^1~)W1{*9Mc%qIx
z)C-I1B}pvZpLqhQjU~fW+&PRC<>OT2__!iEv)rHHjdI^Cs<ywk3WSF8gZWhstphI=
zwGS_L`-FEEuFiM5vbkebb^G*B@EKo(;0qIi+>@rwTIZ>uCx>m@V_&T3n}%u#&oRGg
z*CXG>^!+z`s3>Mn`WBM6`tkK}0x%kxLMXv!T~ords?<N6U_&zc<S<;(g}|6$Gxz~x
z)$ZPDY5(5$WZH%Vr<om>a^?qlcKnh7O<(F*ogew}paLN-Zshx2JYzk~b!rkU(ju5h
zWSs9^x;@@lmG7)ZHll>f)nLdN!=@g|P`^n0E>(_0OGPA+i!Ds#bl#67Ag9r4kBi_6
z%xDQ9u$Nn!RSgtp$gou7PR8f>$)DVQ=7O=zcsm+d)PQWJd4+JI4i0%OPtUSL<4)H5
zh}Z2ZT{Df<HkX1o*5*-*ktkUq$b?9M$0n*(W!7B)*6<?feoW7vyqSGeoQ!qSsafZF
zG3#D){2is{8GbwDXO)TPX)h$}n4O(EMPaEbNs$!x+GT}96jola@-dIsHoMN)y5b_u
z;oTQ023UQojo5jMeIr%DpSh)Sh<3{oPX^%7W*>l=V?dmhtVd$@Jqps#ewAh%LVo;N
zos`yEUZJbLs8fbF8`ClzZ%BgSP$Ea|>+T<JgC$6WFqE+1;jr<2U1t-YjBoU$U8khP
zYMqAr=7{CnCkRG515*l$kcsq0>SxaXXmoz7@3Ciu(X_b06~++u2C_!xpAOvES(=4$
zfIBL1CSOup(HYdZ7)f04%b5r_H-wuuj1eYreg4%av%X&^NZG9m83CkfQ{St?{k`l(
zZ|0i^0VnH;8TNbCVJIj)KdwX_s0$CMrR&pii#1q0_m37zeQ3Y`U}1DHD-b)a?9ZBi
z%J7jdG+T|ns-r7a!U=hj606c_Q7h}_+d`lj=~%I!cJ|5(Tc%D0=5SNDS1BC#Mz4m>
zWjMm{a82pIa1<Huy)K_LU(P{kB9LrvvDkY}s(E6_DIf~caB@eGI=>{!d1JZ5g#wbm
zDZuu@X@&ZOsX1Lu-H#cOA8sk(;TfkO!g*Va?-49*eo}K=VAVnFc1>q947@;BT3nHH
zQ)$<qbls|M791YQDb5L8Yr_odu7U&s`fu0dqgo?Ay^IEX0?C@r{)O|@n)I;#_g?So
z$LD^npGeet4)EksmsFwJ@`zqJdJ=(IuJ`6F0Tg~vLh8cF)Ca~5h!iY3o|+=Jb?4J_
zyxJFeFuJ<_`7o?kAIh6?>++`EmRB!@aWJ><!iHKNuUt<4hbrrWyfb=)qUm0%&~msi
zXrGlQblAZ_Dqgbu^D<jL8~dw4mTIPj$qW6iNDwKujHkW>5%$R|B$30K)QFTB#Qf+$
zJoqXYiakCcHBsfDS}BDL1{F~$s1jf~s?qg+Rnhd=SEb091Z9BsrpK<D-AT`qthIrm
z@S?1r2(wI{7&)=diQ&Oam`fAM#^#QU3LFqXg7?q``=7q%`8xjoEvHg=mb_%6P1+8`
z!|*|gR|~vPHqNKbTZi+iQsZnPbFa=_e0urS+@*<;(h6xq<qr3f_jnC8{YU%;so!3y
zY?8jf8yvI2s=R6FX!aVA$}_s}S}IT6vxgb;?rD5#GogJ3k2(|0H^%doUKM}5{%j0!
z)R90T0Ql-576ERvwO?l*WHZDlO%MLvp4+~z!t-2Kf#tqAA-#<PJq3l`$j)F@xH3vC
z{)d*Ysm&S(X~jI^nw!)_9e=(gmiMU9-=D*9hOv;ok#F`<<Klb3h@jvVGY9TE<SpRu
z|2qx79VuVkZVOcG;H$!#+Pa%s;Zb}xNz*$<xPq7mcplv4r`x|=pSNJlR9{G%pquVl
z_R=E)T(RU$N)*SsN+b4=kduq*MO${l+Gto-;1~xEH>CGl7UMhF@N|_CXh9hOlIsAL
z4qw=CN8e4y0ipw3CBQ);Gyl6O^<0rK9;9Kuuaj&j(m*lzyt}yZhT)|KF-wCN;~Gl@
zJWszznR%PczBdG?pIgEm2Wosk11RJ>T)p5NHK+bV6Z;!M;bk}+5Pfr1g6BSPK|lRM
zlj+*xw(Sy}&2YH#KClxuUMRUi5w*Cr(WaK^JhKDdju2O=d345ndh}WJcZTuK{R!d9
zUjIe^n2h9zTw~VO{V>na%701bvk500i0UgoQSwpM*5P<d32kOs&m3vZwmsm>KqSxl
zO~9CW*<p@F5_M;T;UOXsE*#4jZ`Xr!kVz&slzd_i{Us&3`nnMkCL&ovZ01u3FmLPk
z0t;!WJ%q@8CE3hg^zS{wot1ISz)tU3BfAiJMb0D696&UPH!r`vrAYCvUVB!a>(M0J
z9GIW~{+tYf9cL<$J8)g1iPKYc^%@GbAaW&Mxy23xG73uci?rpc>%IiHeIiM$tvX3z
z@WaYM_Iu)EBMD5^M{Jvx$@WDncWu1XRQkXGVKVcK6#?;LM@w0IQJwb-aS-TAdr9q!
zKX3dbh<zfyKI~;eQJsV4gt(7d*GXPU7y*RT)Ivjn?~M+jREq(~Xq^{rL0+1_xTEIX
zrL-tUA(Mfj9pd8^JM?MYNm4Iha%h3e1K^(-%LQKSOTwZ*e6Ogh-UiGjdmIQr@KW9j
zvwZ)M-QOJ3%hv<%L9{4e-ZIS#KX1OC>Pu-{+cS{!1{kw2LHi<<nFVM&^FJBD-#N7X
zAbFIVS_f!>WpI3ncwdNIT^u~Ko~pn`!Iy~Bp%c@LvpjcsVObNFol-6|Z7k0BbFy8_
z%Ox%Dz(Et=WUsaLX{U~u(laiXP#R~xr{PI-PjBjFWPvgbAJ3=E+;>%lK+Oig67M#G
z0NvwE0N$~NTGoN0gfD?kVIg!QOa8>4v)Z&!VWR~71MxB)Cr`n5?7}UZoed`=7i}dK
z&{z~8SmPCYz9ch=jx0cWG+Af+th7!`x7g4%?O$L)Z(Z-EedRs};M9+NDm&P~A{bKq
z%+NZlv|%do?$G58<h|h*5~zMV2_9`g`B<qwa)Zt!aB#GP6^o+x)aw2`pt^Ra9s*kH
z-S{5#;)y`!3KY$-8A0#pzGWyOL+;R7y#{o|Z)BAw$8kSsx`~41*fcf$vBGouo#@dR
zP=Ccz;(kua?w3-xl;r%FVy2=vqd}?$c9Lu96KORWJK6D(Iv;12jyzw#rl&#dKD3@|
zNIpuh)Hon}AE(U>^3N?NDM1y@^c9478lNG6j?^8nA&&y!Keu_R8f;pwi{q|J@*q&f
z{zJx~Q!k0`+NOXl(~hAVvfJV3$t()W(Kl^HTcb@bjVfR5{X8-Q4o%JU5&X1~k{mg=
zf^+Cjdx4Mj>(GC4Zq$ls^e--D=p>dwJd%yd@IXNUg9{Sni#%Xq=K;nnKZX2<(HvN?
zF+nn}Y^a+ecc6_ZBBkI5;N3rQYmP%59iL89srp3ckLT>_CyR%8B03&p#<Y(saBn7Y
z^&_@69KW6*@sK~`CQsAvy?Emsx%oGNKvkhL5k41Xe^bB_fE=|kE{Xgai;wJOy;Gm!
zjEHxCb1pcCE0C%7RjUJM7d`v&9zdaXU(o{Xl4iQ5Mj#CsIACvZ4>mPYanF&qw8DNg
zB|d13p!;Toa3_jx$Fim<zTLIyrGJdCMdQAJihQ%(Q!C$JpRP~VvwEjqGqMzAv~RlC
zbvF%Kwx2Y24acnnS&0(}<sL=3c~L<)`cuWzvLz%m1i7OIm~0ZeV4+aKc+=q15#2>j
z#J5r~N-F3L-uT9=1_0%rdOKZn!oi!XPx?!FG6)mU(1{D@m({Roi{a9TTrvT-a8ccD
z(|rCFV&Gw26AdYCYpMR`lFeT0kj%?`RR)bm^HD%YE~)Z*NcRc>;Wz)WPbYw#y(5B*
zUAGuzxw*akuTAoM*((JRNTd!MzBRiRyV^#B(@v+XitnTRnU&hP-B`0<dFoBIE0>|{
zq&^&34yXl2A20oVLWsA>s5%p(sK}1U4#>%TB`1hNXyTHE);roU{rkyUyZxqw4naxS
zF+O&GhEzWr;8mbFX6VYT^tQ&vpwO>Mf^&T^lo~Q3f={;@Um*)C;b{`b!8{r2R|e5U
zTwK%FBsCv)B;?LK*Kf)e&))-a1gt%SfMClgc35gX!dn`hE%C5s?bsjqS^)q6lP#fw
zVa4T*rO+o?``<no$^y9rQO9&QyE!5XwvGosnQJUkc_Lj6O0$wQr<>jp&j5#D38co8
z3f^odYOJw%mt?-zXb$sn>@WCSHq_@`6cp6Z%#d3{0c$_YQ$Mg@FJD1`_)I?gm5X=$
zg6PWMG)9?ccQHcfLm)CeX)HE=as!U`x7N6a&egh?3zLLIRQ`BDh_%$bFdq0O`K5Re
z83Y7pL!)SN?pTSz&Odkhwjg7p?`|!gl|#dh&z?XcDO|ru6|PpnXUZP}p4KT#`skhD
zX3(Bffpv}iCx%(iJoqj5rYGhbs+g-fFlQxt<6il-Ltly{fuyaiqad8^O^;M}P}y$;
zcYzV7luR-}8}UuV4fGGEudCo9y|jIx=vbL&wdbG{Ha);viw9%>_W7#hlyP?7#wT?S
z_{_e{k`1(BF5ZRtJtGQwfJ1$Ei;8-`zAV6}eoEWLF<@NSZO;hGj(~tLN|Sd!N9H^2
z{5y)HdRR@8QE&kRV-pym&B=!E?A&q>a^+)D7)zI~KEWCd`1HsK55Bt$+G)K1Jg|**
z!sG8<e$vq(iy7|NZ%ru(iw?nkK^1bFQpjDRNw3`1Rwm}r<*j5Fs@Qu?JE=U_dg4{s
zB$ATk7pM@i3sT7U)yQ!Xt7Zy|f*8orT(jn(dO|ifcG~^GWP#yMa^N5p_VLbp20LF5
z%$6erW}tGd{ghmCZA7#|Y*(+LVw2g-I;nV1Zx0O1@MgWwS;D{bwrD!$ml75j72y%H
z)#TlM2}kqCM|?XWHmo=siR56X9}ump6yyn6HUPEK_77Z@z&F&!CiIwkMm<NBKu_<9
zrILH)7H(1i9xijS;bz2{$zGO5L6%1EizQ0bQ;yyrCou)_n*46_y4}+hu$EdmOu11h
zvvsliY?2Qh6zC7tTbvNW{U2&c$lRQhMEZ9KRXw*UR&Z9m_uL&o#sg28(AZ7+9tRLi
zZ{@?~2X9c;ISfz7u;XM`C~Kws!}dF8FYt3AWzHoBP?X!ej%R}acbkdC#x7yRR)!j9
zZvGN)h8|R1uI9DUMks@fvXR*dY#)%r!%gBO(cIlHPISoqeQS#!F22Cxc8-ZxT2LJd
z=r<Jl=BP(Jz4RH<!#mHs@B(E}!IlQ+P}`<tqpC_qh#U?^&YiaR^+F5Q>#ty$jl^6o
z-#4`yWEq*dVaSR=DhcJp&{j~**xUg$`p#A>OoD>24lud$6?cfVdJ*;Hz4@HV{&}*+
zS?WMy{4ToK>nHF$;}*Z2wk*o1K^7*WmwI3T?O4c1TN2Byi0_nQ9lAwoR(Re8Ly9y3
z4LnQ)yT2OkjNl|Nd;baMJLF{OH6@%(`5zi3hJ5H<XxVdUs;zr=hF^U9n0#00-a%ts
zZttCJ!rSl=f;I^w^`BQibTxz4S;TyQZ^+ygcj#7b#i;A1Ti31%w)Rybnb8cN<&s2e
zxo~Z5MF*9Z946%QO=Y~^8-P8?cB=L|cTG}0jLq}M#QUUKqTe^qSV161us6Alq}XK$
z=`n*1Ge}f2;P_5M5R$~Bvy(jsx$xf4g#)V}Ro0-bf=E6J*lzSfBBXH<gtKU2?46JF
zg4=>dQT!+C0Z}TdgMvg`Jn%ufcT2Pgvxy7U2ten9mkV~zlu7w7ggl6E1iA2fo}a)H
zl%AdmH3RRODlP(tZLoo-WXGFYJDwD<VK8aXfmjK5EF?BmORtcr4KtCP7O61XZy4%t
zorJ+kZMR?V`lOx`C8@vCD!0+zrUoccC*ds=PkVpN7$Wg;FjZw#{DZJj4E~3A7SttQ
zj!8IWJ7uY9+5mtnm#>7C?Zh6R60CmXiD(uRGz(gP8!Yw+<L(<sGZ>QS&DjFvt!Im3
z;E;_x2fkm*8;v&%2g)oc^;m#Xe)v&0cF7Z&g4`S`**gsV0-cGC+C=xFtRr&?o<g|k
zk?IROQd&qGoopU8@6P7$*cYAM^#ItHgv~a6oeE#=xVyhfi*abmuIqI*GZEe6F_AYZ
zUsUCKej0xJRt{FpNqTlBY`3b0;kUGx-dAo$Qi@9iMDp($V1tC*_-S5e2UK<hwSeqh
z|MMxJ8HkpZYnm9*ULC?IURYc4-gSP6K&cUj7O`Voh2}+<QGbS(IMOO0(DYyZ>BUWp
z1vV0RjQ2i0!H+-@rXrXoY;FCUR?hFaYOQQ80ZrSUH&DI_yYT{wEpYTr<@M)6WSI0t
zqchQi{3{F|AiCB+5R0oQnEO=XH$3vFOwCA;-Yf6BEOH;?;6tZ{r~!$=tLitG>+0VX
zJz6~l63Cl|@9<lWu#p#H2yf!DfVw+a6lN2S*C-zaT$hHaF2PL<Y6!X@WY-2H%$Qy)
z05;9iMc$+7`1kh1FMrZdP=J28;7?DBuUW?(*FjP4huy?u@$2(P<873Bo!n#rrTxn~
zpzt?-5HIq)xXr$-q}Oim@_I8=E|G;8>tbZ}PSPB*@e##DlZ?Jpy+#Z11Ixd1mjGp%
zGMN(d)lgha?ZZ5=b?6fKupl~5c}T;*|2C8EU(YYQ)e<u`xbl%g?5_<O)B$)35^D=v
zTgR_aw)<;46|KN*S)TCkvOo0wEVAE1Fy$M%MoRmne^a3@!Fo#H)q{fNQV^S#>g=7X
zPbM}k#H*aoFQagMGJF1d87Y0TUAc)O;<il%QCo}NC<?*%!wVS}0!!}4?nIIkHI_9D
zCXO<!i0Cs`rYaoDi3@7XeY^!I?d*)V6)Fu6C-zcR<_V^r8Epk+`ojok9Q<(LDF@}+
zFT?RVmzkS1J3b95^3I^l1>(`KCU1#>5eEOxG{0|im#}~^>3%FXqmw@p%*5aobKsUm
zGzz4bnXwC@0INnktjmxQPT^viK=N20(dMhwYtM8o@5vvgHO*U>e$%FY5jt@b{$$V!
z<Xg-GBm;L7G5dvIrbgOb7D+?iI0dflbd4<%yWfc0Zgo$|=BpdE2NR@fEWu~*Fr+Za
z22Bm)&At%@?{%cml~v3EF-S^_D2ucA-Fn-{_RBE!FpW!cy)rT(hWpiVSb+LNLNY2{
zy5u~Dn}IT|9DR@IuxJtf<7Xd%g71*Qm{&>M7WCJ9Q4A_ClcnVnCPALgHI3W#&DDaL
ziZgxVh!|y&^DamxD85qC(H?(tb!3E}Pk$;uG5i=ORk2RrYU2?YC>9H^XNsKmCahVG
z>DKS^r!B8#nw!=2LaB_=O0%Fu4>I&`xzwFd7puf>6dk?fdAK!A#?Q~6+E<{E|C*~r
zc(ZYAQEAa%#n2kyCgmPKp?A?QM4%O_isX`+4CL{K1L#%A9)(XYEciUS3IgFB-#7)~
zv*Fpf3~S2)u%$&8i>|}oQYhs%yrscv8UE6@>t><JurDFqlxtZD7@AND5(sCwI$K(4
zgd(XS{RaNrmO#jFh-k>dC<7A}pxYa!qe~g<NxE+`AaBxirw45r5XU5HYRXenwW_t<
z=6SyhiXz$^lln%~*Me`%3Ode2cYQGD)XVtp5Fdy`Ht9=kxsDXp@yFXjVDu^}CPt~v
zP#(i7e#nanCVkjZlwNMQu2#WwQhe+WKf?7;5cc=F1x+j>fsV7y@kJe7v3eQpW?hm8
z6LVtu)zdqW{Xc;M8S_nY36Fayw&Noy^Nq4>rhakBApvxY{wv9rcPEMQ<j<rP3%?`R
zd&oZ>&w1o;&X9}p6ZS)3)=s2Uj~mmbiN*Tg)I%f1)8PvJ23k+&Gh=Twl)|Q(yR4xq
z0AU-%sIp;Wde7v+O$1-5fAS~bnKc5>4FI@5wP`J0l%V0PI&E2LCMJ3`%bm~0EC#{p
z@jq|W!a&Nuq-vk^=K4hvpF(Sw(9Pc$uk1w?Q%EYurrw>J%cIK=+I|Tmp(llqemLan
zPV326;RKyGrj&ndtldXycf7H9@x2}E5`mO=gc4A@M+3{A!$43NfH&mT&%{-OfdONV
z);(teq((p7@dZgw+$-v2lw_JqKH~#oBjYvsdL^&&NLtG`0?DDaVI&jg!fV|Q=^x!f
zR#VwF+W|9_6xS=wxHB9T1^NC%Uo+~Po^XKoyzUyMZm-(84w{?|jo5`C6ofmAvEBwr
zR4+e(0~G@<M`ra>Va3>b5<LJ4hos@(Pmxb<R4$$Q<hc86a{tue2gnx+%C?=SRMBp0
z`%1mAl98JCqh2w4_(PcpEC3<r?KsJgd|BF!6MUAclwjoa-E{6^-8c33`Fp!u0!>?D
z%|zrOt#Mr)e16@q`$gxYiDm#6t#a(1bl8FVe2ku+2^s-X8?v|VnQ6B~`^~ACd<XFq
z>MF>m+}Th(?M3;ACdZPj&^nhszcq1+vVlt<q_7mnRuYAMLO|h5ZT=#k{aTL5)B0xo
z()Bg_%ZY@>hyzPkV6Fii9o8q`cBUj_Jo_RV-+JzC6l+3T@c>KRZJNKknbTKG+HZ)w
zc$~wxg5Ta)3sf318GciaeKh-~>?^d{R}(kEJ{x#NxbPR&l))elsjBXxr*{7PAWXow
zN(QpOkic9-?(^Ii9Y6>&0vW8Pd^FAW&v;=L*;fdG4i=@%diB1%MLy}wl#rnx`JcIX
z=QShZZ*vtb5(-CpOSgriC|@;e4=g_@EjK7>TB1kjPpoU|bAE!{vkSa`@klEew>P(S
zS@Uc}8_?YvD<_Lk-hl>&yxxmadqDGzWU?++sWN2Xmt$0-f+r{)9^*W9yy6OE_PZfu
z`*N1BE^A0DM2RF(JgNjx$a98{5wTBBGM#*47o&jBO%(i}Kp|_LVcd%E90fRW#K$2d
zck=MG7LSb*ozj~8gJ^)89=si`Uk%B*-oLvtcZi^92`sU_!jXvesI%Fe&yzY6-q?9w
zC2Ng2g-uK}x?<VTuxa|xi#WD2aUAViNzWLGWP6$7=|)1y0B<er^98!v87K)Dw*6A%
zAJhTe@>(_;W2m|v-!LGwcKh=cc_6UG7F+M&2^^KYG7-G+>YBHO^zw%1s&vzK_PF^y
z!e!4HSWvZJi6M4QTNF-E{<7;%s$_QHCs7SFaw?+LC2e_Z`ol)|&4Uh35MVv0XTks_
z-2PRcpNn9E&ZOfaXizE>D&wJ;gc^w9)?7jm1hVz*(aYz3rPn|}L?t`Js(51P9@I-p
zyVT~&FVmyGC?Mbxvm=y@5v1;~)&z}t7X;_uU1aEgi$52_fyXVt7e1fX^Jb+KK92W7
zSy++z-o?S9`l4ZQR@kVW?(`%#YEU9e?6W!D`%Gzo6qHSwm3`F08))~y{4@G{(f>Ow
zog5KbSOh%=Ha#V_MZC}ESW({BPtPJe&$p_HruPDOQBTZrqPM9&u*hWpl$N2dtrH*o
zhb=xbC~>3+u9*tcb$nx)K8&UvU-%3+BGyn90gu;agsg?lIDK!l2h$AmHj%*d1U)?j
z=JX~pmd1C|u)wvmd{wqgHS}$?j9bEJPA1%pjPFn*Fczv0nosK~RTSHT;$j^QRIQ5S
zOENsr!#ShWi5v;7(Y!?$1PKx>9hr&QZ|15#WdjdL_onpYa8$LJEUdSqZ-Gn#seA{O
zm0v<{jzxI3os7DCv^*`imjgQQV_;Ki6ze{&mtbH(lYJk}-3qDVKO>Qxx&e4qpS~sS
zd9D@n8dTFXMYD`JvwxqwIqgi>8K7%7hO8Zde=qpV0eDpycez@xJs$`>L_1C2v#O=d
zyG%1A2H3Pu0*AO41jd&)Z-D-sebA4=lE};A@anzTzwS{}Ko_)oy~tH=g-Ey8I0ePy
zd;<eY3JOx_y7Nb3tE-P2w|0tAP&7;n+n@o7X8Mwc94jg1HuM?+vq^vW{FJb+JNFmM
z?1L47+CPG?dGom!5w}8)F`J_Xe<>J)xlk+lq13u**yIMy&Zi#rKp&p#@AXZ{f3=wQ
zT&v|S<9p@~$jGMoKANXK;pwa*$8D+a0IkJ3i%Z17l?Ei6_Lq-KHNSzQa}Z)H4$UzF
zWyJ*mZG(z~+*vTVikMga4tX)1RE4w@0N<%_+G&B?{tIWJCeDN4sJToc$xd*G{nHfJ
z^E+ccCMwd?RCKt##xepR24quj!N_+?yhq4x4Xs=74@h}(_VbWaakrY+sW^XspXNQh
zp*tbQbjpYtX~Mh!kd#_FU&@2_W1i!)vZ-YM!jA710?XlbJhvp`k(Z;(tN$=_pDm8j
zEkkW6yicxeV`B)C0pK-5?JW#d!R>%jyO^c6Zmy$7k|<%Eo~crLz;5P`PZrN0OMpaj
z6!99_Lt9mo$Q3$lfmkY20^sucm|L=D<k#wV_T1it&m~49wXAk{kPZdtoirqY@a#M$
zeu>H#jL77um(rvH9Ovg;pxkfN;DVgc>dgnv@e+LBREm%Vo0MMjEdfHmUow=wR<2g!
z^Za5A^=f&Ah1s)iJB`NzGzF?`yWnQwhdq0Bh$bKoM0D+wj*^f&DB=(87WZdpS%#d!
z5Fa@Vtact-7TpDbEDer0Wc$`_`zhgC-fb(-j65%6(eX&LRfW=%UAJ(&9GS-z`<85^
zv@uhPOOgOFp&elj!>iQ3U0LVd7-Vv?=+ngk8_C`3ZwolH9G+gTF4*?~Xz{^VX}4pK
zSJk5I+23s4OB{_-Jn{)xXUxGILV8F0N1c8tmmdwBwn*qW&D04#(p+D|LiPG1-$NJC
z?OEO^pY_EL#<@S;D-J#vZY~L|5jX|X+WTNk-tnOJ-$oKHU@>4r!H!5s4xsSwXgTvb
z9)2b@Xd4w8+7?W}*gzu%*-?$zDjYziqr#=NtxjxwF)*DMzn7Py=_b;qk^efs@GO!1
z!;iCz5YT&+nWoz-T7f<?Q}s{ruP-DD!p4d@nF^BdZ#ObOga_i*5t^5;xtC*$b1`*4
zfk9Sn7Ia76jCsj9>R!4U=3dlq6~3eJ!R4te_%42bXzTDO<WVjy&(>wDC3wA6MvlTS
zX<|#YF+Q%K@cxFk8?ys4zz40l^r9zq>}kBSa_N81n4lQJ55h0Eg&Hc4xpfO_SIUpP
zB8&;i;X(yqM<n?5`KBhjI#32bxSRr_0Jg@cD031gJPvKQbTj0F>BFDe3RA>RKkbCI
zKJaCjYa}rv50uE1x-clg5Y=19!{bj=$}OooPk_)U=#BUjd~07fIgX*FOt>JjPs;f{
z8cucddX$4tCWKR0cXD!aPM}U^{Z3b!+g$hB%F+{PDK@8Zk?=YM%6EI&L(BRT#n8v9
zi7`(fm2qGOiy86=CM-sdx{169m>b>Tf!b2PyiB%+fdljabD8M738DIr8|5<cQVLmM
z*d&}KQ%ty-EkcWae+idXnWz(1i-r|<9qLXh)?6^}!ZB3zvW}b<C$KH~{-$%c1zd-x
zKHnO?*_c&Rha#QIbEgBNUws{~$|pMao>)@)EN%Zq@HX}=Fw6%<>+aXJyDiQ}-tv4{
z-h`bY@Q?D;HrC>sE?5294o}UZsMch9qn>>sdX+Mqo6zkr^1wpeeoNXPEMabg(xIaP
zNPY?*w^%`l)#$i=%>p0HD#(tC&ugePh3WhEDBa{?oEN}8t`cyqT@u)=gYkRhQfEWu
zuy*OpZ8zkZbeVL_QffJNvG%d<$W~WRJm+hHL0o*uUM$TDt9^S2a-{CR1JZXd3r38T
z5BS}yy2=ZuNrvU>pp=GK0%f5e*GJTcX5LbKZsR(^+-B4iK6~W8bIDunFV=_M=Xt!u
zIR?di=pWL`-6AvVHiz4T*uUjYOgbqp2@h9iA>X2wOPigprO#orRqUCW5y_pTxt=!A
zjjA$U1<f_ETtmx$R?H(HeCOY)6(i$!g7JsebPJZDSAb&o8d@2s$a1ee?zQFo16kNU
zR-1DooN>%>BOi5xwNo^fN@J<V;x8R>O18b@UEV&LrwqKmG*ev%GRk8#r;v4pPWhyd
zGu{I5{DaXJ6`dIJln~lATqwD~Xe;)?)V#I@Iuy7cr@V|Z4#ozH9(3&4AAOG8Ew!E$
zm~w=eBDtt@Ue{4G&qW}>PVDKf-vzzB2Iv$%R4Pu88i#N$+_8${ctMgrcXiJu8NOoH
zRLulJDG`-PYb}}&SF=?lwzsI|D^9SOwGfI68=o}tV(up3z~u=<wCBt8e6{y)5?;T#
z3|n;-e>B5ewfm4TDOo`EKGUMHV|_Qc&AZZPBvAg&ht^)MGDtF|yQM{TpxF7<PT0l^
zGg!~3{QGm7Xh9Bl&G7K3TEN;uNwK6wft#9LRJZShEv;|xW`KrrSXAF$nuOm-othC_
zD|AhMo8UT%i;5$m6cl!}^atSCq&2KGDBv(-E8_k$Ymm<+sT;_gWgohirRrhAxFm{-
z3`e>*tsX#M8ARtCZC5Q{3o^N2IecO~3eW{I_eXQl08A7xH`9UfR!(Qz7n3GaZ?GBu
zgTx$N2WSoemogxfTcmeFSLi49bK7A0@@{FAcFtI`S`ufIHhY|hz`D)Cv(UYV&Mt#w
zHKzK6{`gO^gu<&aar?jiY_sv1?L3=+tH5%;?X%Z=gB=y9U7KMYLDlEd&WrxLDvnsF
z&i9x!6XE|ONqh95FFs9H<>eg^1*KCX^{rR@0A_CakoC>izmz0n#XSFhj6Ti1Vw|@T
z5RlA;KIZbOHDy!Qs<dE|RgIHEysMUfJ4ZP{(+ll&cUTSc+bnIxKqvOYya}-Xitc_S
zz7F`XPH$qN4(@W90}J_N8L{t|PO-i*4Ss`}I9DQQ3Vp=Icx0KSoxeim&db4u0~^7<
zd8z9QC!<OB7i%5jc0`U{a?!t=NWkR@{hts`Z5O@AaWzKVgcHhIxx2Xafc0tK<JPCp
zq5{{5iaoRTcUBi!=^+v^r0EK}sKvZQw7JJ~hbqHxr)ISDMEKbVF@@o^T;16Ks~@$I
zSg-~w<)W->Gkzr1j5-T`J}vS-c4xx6>Rou>R+M1@S+B%$>I~L{?wruQm{&2~H3o(8
zN(H|lbk1HQ3CnbF1XHA$NoT1}u>QvJJfbXie!3P4V=el>pgUPNl#Ba4X3rNLJ4_L8
ze+r5{)l0Z#;3wJb1&>UE;@f6ioJWGW>TC~i#RWzC?XQZEp<m$4S@hnfm861N(A?S8
zttk<W#NKeziu2F@pCMTK=5IYX1~af}3C((TE%zP<@5K;*loQXDHlR!1Z5<u`<v<&=
z?SE#p_mJ=-NRsT`0ztfpCGq?B7G-fJux$2CbVUk{5kKG|BAM-turV<avClocwXNfp
z(OmzqJ&_X|>}Vd=M2zNdGM707Lf$q}TR1)rzOUt|%oR}h{>D+W-j}f~B?K8Uw9hYL
z_DeREZITp1y9sFux<(Jj$EfB3r_O)guGA(ZBgBSNofd5Q+<P9W$pW$kLojXxZ|OtM
z&eVN*v8M90s3xbIyUzvyUfle7>#@%yAKQ+nbaY+gqM25jEPmG+(4s%CDVfWW$&j^k
zKNnNn>e?^@xygc?59eQ?ErnNmKtV^)vgFsDwnq>ef~ISm_YCZ4J^S5%M?p%@_FMP1
z0$vFmNw6O(4ZkHe5jyp+V@WCZH647TZ-+j4VcHT(6WMJI3sFg{avNoxC>yt`IwA=|
zPr7PRvalht(?Z^+_FtnNK?T@GUM<ubw`4Y*v}m}b8mU11#M&ND7caAWU=X09pNw`n
zxX4j)k#fn)3E*)4Q8sEw;=@V@qKuFZ;qzHQRNIh-p&KCf&}~kEcDGzL{iF15gC1oN
z7L>Sv9iZVzC%7Z1q;NdD>cpIAxRc_>XP(8oWiByb4A8Zw!nvIuyKPo26&A9^0&a99
z+&h?%vK4ilTq^QB@2$GiVcr&!aT{3HVp)!xr<_3S3;Y;q;JY~%IHgTHTc+g|`xNh%
z>c)%W+sVGW$D+k&j%sV;T@d9tY#+ld`G0i~)rRsNY9BY>;O{sOLk(k{50$oqU^gmJ
zRSgjd_#e+zUkn%qMnS#|X><nf#DuF$iuu1tYtau5QnCNq($9~POOxk5;f|Cd!;ARc
z0mT8LEL27qj3ks<4}Xj3AZnCXYE4Ayv|Zv|UOncL)XJXDsW%uaeC7Z5ul3Zvpjlsl
z_S2@WhFKpFwthl17yK~8+fvV+(V)a9+y#q(<n9yu7rEW#!p9-7l+#}PZhjvg6rQ9R
zNX*(-<PQMqH6>s!9Xwm$)!#bc7{R#@HH^{ZAA|XxCYhj7(ZY{?aQDu7Bg>my1`6=&
zD;pv^7XH0Q-b7%-XXt+$>R?aj>GNgz8oKSljj(#_?o|sJ@2Q9$l_bp>|8jc{eZgNq
zsDo8S{?G$6=a$h-zq1PFg}^%(F_kbp0wV;<g>tS};6OL$c<a~AgRTzoO9-DfPzl)t
z`#$OJ8_n6S&1S>dX^`c`z(hx1TnwUJQ8&<o^_q}AeX|p9f<bnK;O|i6ulyC_gwED)
z?$ejqZSEIXlvdcK<q`I-E*8?h447Z;Bs4@w@m_=oGMm{3-?F}XXY!aG7sP_8(VX;}
zy6$_oe%C+Eo!gxsy*B^#Z`s*_e9lA!^59<c>@?61hwO6}l>a?Mq~rixEzntTj@0wx
zB9@5r${+*;4I{&6LYNFjK8o=;%q;N8hou{THRp$dFk>V7!yWsP?=FF3iCC493w0bl
zZiKE`7igPh$nQMKoSt51_1!4e`r58dt@1awBWa~nbgt$+cjO@pWSj=ekIqZ@aO)>n
zr8N(r`$4lB5eUWQyOv#K+cz-6d|m4yqCjd(3ONmEO}qQ;2M;>%Xp|UcdM85ugAT|5
z_zwPovWOyeMrF#Co#Oj!TJ?4J=w7R{?8XG*C7;PkJX2Uox^)UIcuz-N0m5Ws{a%Z@
z9J`M5ykv_k$H0XGh%1B2`dCKZigr&Lv61;~1l9o)0shWZC^Ix4Zu(lnaysvA$%$BD
zld^`bQR?P>HR)E-X*K9B{TY`$%A{qj6hQqztRaD4JHmGTo{bPC)Nv|tU0)pZdltpA
zTVWZ3!(i^9sb_;BJ43Scgl|{}5iL+BVop5v!)n$Dmo`;T@ApDr>Mm(!1t?6q`87+W
zjj(sluN%ocvH1DyYP;>WFV(Uv3w}(qg1|ov<~7XXz6lD{^xV-wDFZCp$@p=vv&UPf
z9Am*!_y<(NVV0dw4pG|A-@OpRK}Pt%{r>PDq{u8wc%_XINIR0nQa#j$G&HTcJd}yF
zqU(bh7kYADQJZCP0cuPkERR&b_iTBxPTjkE>-fIa*aD;;D@?nhXrmxA=~*-k{k1PG
zLWo?eupC?#_fu1fX8acFmT+HKe}Fc`!M43{L8wAn8D_>SerezzBJkG5;A_~X=b-id
z&)HQs;lkv&@e*yWulHAkUFS11pZyv$j2wY_qn;lpgbxbBl<64Ynfwpq!#9Gwf=L&L
z!Vmv_c*c}#e$m9i%+iOCH~ila{4L)NHnotMWP9#cCOVVM#<80o1KN-N`X$cla)9K{
zeEJzF+|&R}TL{j7vL0Uiz^KAPuHUPxpCPu6g~w{Pgr5QzPh_Dt7*ZZozbevbI9*9;
zM`D7%f3+0?&o}oQMX=v~AH|8}%r3ldBm+j<U!yso{w_5EAE+YKl6gwlZ2x_C!%$Tp
zpmf2QC<n$nQ-$+dUH&)d5c(j@F}Qu(ZrcEW)JU{-zpc+0yZ0>+aH8Da&XCQ<#=J(?
zY1O)8%dxBk{aU$m(%SMQqPs^Vk=|!Z%<~Vf&MbNI8>O*sa>lbUCOo?mW^7(m*H>Qj
zx2pP3hg|N$w6ygPJ-VX{d8Yx^JdAOUD#q+%mrL9QcS1P-q_6yux;!L8f~%n`78M0h
zs=M8+87Puvb9$mi`H!YHN}8|kvZ|zJa{G+yxs{dy!hom{THC+=d|7cmSvV17^*!sQ
zB?wae@#)5+WTFUWgkpU02nkRL0j3S)$$={`-eYeHhzgPB_`LfTKUt^2U_GojAMEZ~
z47JK2#YRyRxgr6ANJPAa+%TnMj4X@&Yq2}AptvJKV9hZ?>A~_(E=lO;_Wq}Dxb!eC
z+T@f=N;^&xgn^@^E?G)xR-bO^7q31Cl%Ooe_6)Qpy)oVeLkiMU3&a-XZi?q;%oxYj
zjTx1js(Ke*yyKPcPN4G^3CpRr866#UKOB5CxUDnakhr0up!DR)F3_Nfddn-1?2%`|
zS4R)HU~u^n;icQFbb4IRq_{fn6y0H&z@mj9xSv|q@2%ob8efqtvJ&Ik7U9kyppJl@
zxni3Y7TsY(!sAu#06z)U(3JfQ7l)al-=s$GUUYfU{?CG_>F>wzTUHZIPB&U%=Yw>W
z;n5W%WzOy;W!ctiu)^O`qFFx-Zmy@p3JPh8#x4>*WBS+nSHFB#!yD}_iQ-pl#`EH>
z*lc~fU<iMNRxAC#YsBh~?;C=bCTvUGh?4{TNRT)WvUs_<J8*d$q;<wDE2jk0PNcu&
zi`5{OBZO78wV&u5rF(8aOytoM8O@;js2sk&@QZ2wp9fNM03Pf=Ho>M*ca=+rz{7@F
zco9FLkhR67)Y6Wpc_b6h#r;P?eF*vPuMM;bf4w0+#yXTF8GJ$Wd*hky!i3;c>VUb<
zVfCY!MM*(}3=a)74T3%j&CD?T^j&wZFa74?g@Lv8DXVgl^o+1+4>15;N8Qq5Vu+Dj
z7rvVwg?L>z4?!mAo~mKrVu_0S5wRxq%4j!=qSE}89$SyqnOc<>Rs~(vYH#0XFyrWV
zovEFG^d%>!db5nPeDHn~Cz4RS<m}LQ2}?am4i1jsu4!wbj8xC@)<28igZ4%>4F(g2
z*PTxm{P9G_`-xZmmF#=K)N2eRy*&PLk!t2OLgYE$=jABvF$Whh@v~o#>{SMs7hr(e
z+n^*nd?Uf{q@iJ&Fut53Kh#A}sB?lZ_`}NMwWzjSB^bOE)XYDOk8}$&WP56;T(i?a
zDwGf|2Q<^Gx08aVb>_B%Xzo+N@pQB0vcYnc1KOU4w{d@W$Wm-0*B*^X>^&f@R(HU3
zfWwAg5GJo|ue^Xudu=yM7axB^nznvH0oq{cbbBSFbF_$%HX0X90^g%SNdwpP<5GY(
z7=eddReG_ZL>Ov50V`wV(*L+%P2*%~h4(L-LYkBN*3^B(+4`68t}u3l^Ru-`NS#i3
zMS7}~j2i<Dv|YN2xA{Wg<2{SES{s%{|FD!N&}!sOb07%GnYNsLB}l_!1KZh|D7Hq%
zqk2$6%o-XN&zgL(ZGLe2sI?wOzBy2#$EF1|DA+y*HPky&GcUj`g8W0-XNr}}o1!u9
zGAb9Dr7enkd6gT6weH29VY~=1Ff5cs*&+>Da4EM7qwT*;$QMTL?*Q1aQhEvR{^DR?
z)DsT2VBhacvQNfuhz3dwXk4Jyhcv{Y3U`QfS?y@`o|2bhC~2g`S1YL(RgP^POV?km
zDxKoe0`4O!#1Z<AnA*C)vJ3lKGFU^sy_u9MY)5ko!(;p=D}&?;)8LI7$(mHiAPWcx
znD^eZnIh(GI$<cO>L8Rv$%OuJE}E(&O{q0Vv0)W`(s}S}I9^pIU!8%O3;kN`Lh8cd
z3a?(eST(avv8vCZ<$iCJ79Tdz+)N0H;~O$?Wj1^i2dClQb_yo~Jr28wH50zT$mGS;
zWs@SAF74@`Dg*Os%rmVolJq*Gia`Ll1gIS(nUJS(mainE`u`2i7*HmA_*Zuqs{6^*
zC%J0fcO_vd$q0wq>{HFd>)BYxfh9$QjVGB!y2u^iu~$7R3hx#I#_zpsc@x~9v?8<w
z4`-g1bl?n`mQT9l(kAxK-nfhLv7^iP;s*Qz0HDV4#0#P4H^FDzd#kY7s&Tq~@8a~}
z1fG}7R<WFxfp;l|ZQEBfd{np&1|QKr{9@d9M}~ntfD3UVrZZ5OUe1SGZhri0S}H0j
z;(Y+`(AZGxy>25$o?49ZVkP+9n73ihA5Ui=#STCMR`T(6dvf0x$=jvx5z?Mt#)V;K
z=S#W`GE4hknJ1=(5h)vt;5omzx5A2Yq{RW%Eh$y0Tms!Egz&(~7mg0N-4$A;Ud$8u
z@V)Bm4u=Ny*g&|)94c?Dmr4u-;At+JfmrsTx-}kLk;r6miE#&c3!W0?`%Z$0w_nN|
zRlOhD(`I*C-@mbBLX~h&i*G@4vK-=i7kgbHgY&byF)Yz<9}p3-sxWOgLkJDBxNf_}
zQv7kLJ@Jp(>`kV%y*(ZzQ0YLVaO>jBb4z6A2ssn%c)#`U7kg)`wvC%KH)y?-2g>OH
zEZcw?V@^7F3;aQ!;gW|0p|2TwG`mRddNn^trw@y`svTsL^Pu?g<D22t)v10L4UFfy
zNln9L9f{$*$X%aD)QhC(A0K22i9f0=%A)z^TFAZlNhuN~B(0lSD|+GwFOz)sMiRbb
zQ#*b#6bpind{H8+8Qj!<=XA`Vr3B+d5*A4|p%LilvU+lA6t+MkHM30==kc5qZ%@w}
z>tA+u_LHSB-kU}EtnZ@(qj>i8>@^GOcUJ?YB#tD8FDX!@VVUg_X7*KszEonO<xw6_
z2{&0YBiG~GO7Z~B>^iE~87}!SW_r5z$H=YwMpNv=E<w4nz7H@{BCu0JTr;`JN8R8h
z?bjykG4Ic^yzto-h>Y*~Aj4Iz7PJ6Q@B+4fwfoRe`B_Qa>the)-sd6yD#jgSko~i^
zc_NQaacIHUgllPFnd|nE$I=USyU#aa3W?T*V*6L+YqK0E3&{5L!}alNA<93LQWpoS
zKlooH@EWLutM?}WUKp6OdlNKZIR<<!^0kT2@FPP#u!BPRQE;JFvcE@=bZH6^O9-GG
zPK-gWiQhX&YJpQ#<R;P3Qb5BJ=d#koj9pnrPz|3p0=Q3HkSYUZI$zj5VvjziBk08m
zzE<PsYY0<;<LSY9hF}cvHDOCX<>kwQsClyzgM&j1W2nPWN5H^AjyfCqET_siw@k%b
z7SVRs%(QF_G}xfPr;7KT^5B_)c4FC-0M`?Pb}bedrNIVe5;ur>b@<*G<>IGcf9AJn
zNs;NyhyJ^8pc&27IB3<oa_=8V3^P8#SQL5-^`QKS8j)2Gjs92A$2pjMpF@!(09Xw&
z`Kq5lwL!c+NIY5p`|L+?k3#i{t$S{lAZ+Ensge?p5D$!X3yo&+?tKBz%xpTO-w2_j
zEfDIv;jwgL|04*Mq~EthdQoJ1;J572U#2)@UEY6)P!jIBsPJ2q6Ur4gY-ZHwEg+z-
z^q$w@4U41rxkifnt1l)d6ZW#Wv{0!sU2WHetOHI?4jCF!1Hus_)N%M@+-?JAI6g$>
z9#2DCcZ#rGClp3S$Hw{todxjz4BXteg=d|KfX+**(YglR-F+ESQBe4iD&}@)yjV{b
z&>wL08&+x)kdnR!dF3<Qe98HZZh{Ab`P389+PxH8G5w4z1A{KDqbuYS(ON}A?1G2>
z^uN2_R0oWZ?#}a{<h8pZgfXT4()XS{1`3hshlblJzc2vt6c!K0(vka$IqKM<I}0`X
zy7DPs>Lnt;GX)Ftwq^(HQ@|pv#g8bBh(f-&v*sEq)D5+kU!OpyQEFfmWXKBRNFZh`
zb+LQH`(p3Wlp~ZE7<ivDL%+zU&!3T3ltm!@k=-xA)l`V23V~{oU=0K4nnOP7BY)FA
zjIYJHr2OaR^m09UWSF~Y;Kn9x3uvz3BO=_4Gm4+LzHbaDGZm{S5EktLazEB}KD-1Y
zvaw3@1NZ!6rM$`!1_8y7r9t>7#Xswc(>Y0=u)Ta@uI|f<K*u5J#6iZf0QL+Y=jTx@
zhzJ3!6iP%evdy(J3<U=h0`VL|ZiTjIjy$~Dejolbf)in4W@ZeH3pMtw68MG|7VH2o
zbT~V-DAcVb1O}wSe3O^F&H4Wp-qf#DH3B`XqoV_0D{QcN4;k0@ybZuHvqG!&p&YG7
zkNXZj(D~5Q(_;^P>=!UXlZ&}>(fC|Am{-o-$Q>oS`gKJnz3|0d47L~Z8CNt>&K`0V
zQ5(Qx<EJx4F{UUriW^}C38PZ&_UF+br&?JBcrs5-sM|2fUR=8JZ}Byj*YGeIF$S*h
zW{^o3D~YV#ohKohQbuX<!ml@OyVJg5go*;CWdEH4rl8TuS05kNI4tj;EJqpF+lYM;
zI+do7*oisXnl}E^6R%p(aoO<5oRP0$PgTRTK=~yUYSV$XhMcZ_*1RBptl!^o1NeRZ
z9Sbo{6N!-U5&43BL?Q#S>o-PF7W=P{#kZQyr{*vtGysQ8*9Db{wGOrP8Gk>0Vh{%j
zL1j=DLZyJUAs2je>+E<ZDwFO!^D_WE>>BnkBB>rQXivk1z70xL(>?`h7b%qJH}V0{
z<M8h!5l6h&J7fz6)SoQF{;F^@GB{WoC{+B26Z>##F;Zl|6#Qb+7%=6ZBh?xGw|_{q
ziiR+59%8DQx)8)dVHlcpLlj4f2iob4E6B4k<tLUsZ@^stq=mq08I(-SO#9bL`|9sG
zAG{Fw?m&!mv!&9etGyfwRov#igu!2L-dkxth*r{g^s(#c`f|so&#g8|ow`V7bdN(l
z<Ez5INz0K`w;fFx8MLutJ<jAD2Av5LLIS7JI`Gar8rRanDjHTVHCnC&i9Nho6RKP?
zJ9qCO=4^T&aX$(c<trLMBVk!o3irHFFawXLmS>lCVRKmOWR4`_g{g^2jgzc40@>Ws
z(Q$<O6pE6OlQ1c_w#c!jy1L=^Of6Iy1a%m-&eS^XLC+5(7nibXJ!rE|D?fep?V{}G
z|F`(%ai0JZ^K|)d+yP2{Mn*;!ehJUFmznkk`>#Q}`C<rby7bOmV@yJV!seK&o?Zkr
zlHBpR{6~gDCm})YbFqiXqMSsxwu60d!ylG^)m>P-IphT9#XQA|rV&Q|5yzor16GXA
zE$yr|`Dzq3O9?mlF+L#08=s(SOdMh;YBJ*5^th}IeFb`1k}^v;trX1{m9$SK21T84
zXZMT7?|-ZZod67NjH(t#6&^pX#3>ik+6W|)bOxR~B~!f0Fd;Z*WoCX2P9F2Qnd?@*
zWZfOAV2S}1Wvgb^DyZ~2^*zEfgm(8&qk8j;9>0LY0)Vx8xkif`^LUdmU1%j$ft4-X
zrXLIkhyT3&1BlFj=bLFkJU}r#{^fl<>n4E_8WR(PY{sH_`<vkRpFdduk7>Tx57TM)
zmMqk%zVr6&Ta<UZyY^hVHTb2arM9LYK72rufyEC8Wb?j$ZG&?1QtwL-_--at_3;~b
zy4whIaou_*b$Jh&)OdUF2BigfK$NMw&ol6?+6-v9C6QLIi&tN3xBvkbfMf2br`Iw&
znj={w7((Bt{*l9hE<^7p#`xpAiB_N9q2Z*U4b!A|Ce^vN`k}9lhEbIVREW|Di{7FC
zRa^3o^Pb5b%l-Q#$SO8~Ac%}}q8D;W$_4KMSVRG29e^%i6^BJq@{@=V>2gcLELde`
z*9Ax~=#w`~#UV140V9n2r%j?c&RW#LuRq$l@}v|NrwQgixj7n|?R>@Ki;w~*umdvY
z=utjL^E0VT<a(OE>W13)O}n2Dlh1nL9j)p7jy$UzT$H~Izup+hcZatXbwWPOVmKFD
zz`*tYzwhM3Zfl^9UE?S_0)Ra&hJ4>}GPMoz@JMOzv}<RX3G(4pw4Oszda9I?%P*?d
zr>D^`;u-U7N-rjBZwgDil(CD)R}AKl{>`vdtB=W}@eDE#u;p%pEK{(lLKIEJYPx4+
zY5L0ZU(YSR2IP+gz_X~;T0oXMXNB1V<(-=Bb+z025IT5*6u`~$cJ%+fZF}F>X}|rw
z=k!j8{^m#Xzjif}-vI>+24X`fRF3j$`mz1eV2^ZJzKOTP*W!Xc!`LCI(u;K8a$mfv
ze@jXe`Zh1xZvQi(yoHhd<%^gPEm(AoPw8dfi~LIB<m7aK(_zkLb!CNtbF(ga|9@*n
zP7nU{CdQ<s^w!&80#wSjSxndVE)M7?0I1aZ?iMHsJl^%#VF#0a0;-SBSpCjEot`?V
z`>1&10n13(7?i0!sD8|hfC{E+_RIJuM-DD)_@b=_9**qr8(jK7guQiCRNebNOb93)
zBF!KupoDZYbVzr1OV^M?OScFJ(jeVPcY~CObUPqOgA#(kZ_o4jzJI@K$t+z9Va}O-
z_P+1yzQWU)^>KszyC*q}rK(Cu19lzgKZ_4`9z>^C2JjEKjIz^()?;Z`0LJf#NncOA
zrVUECA=ziF?Eg9Xk*G_EI(^5)W;L<xt3F)hY=mK<*~L^mnifSkmVgrssk{(4R{Rn{
zJ=&FAnl?YU9qJWwS1Y>utWHtoQ;2@az8#&F0YrJMch<QXTsJLDTwGpgma<z6D%nC9
z4U2cR7+6?^PRmVk+l>ZQhM(^W<r2@Fm$hAA15XztBWkHPbWrFT+xbDA<*-llA)T=B
z@?Q^E*V;%zja)$kpT{6#PVbK&kl+-|KRSV^?aXgkg7yipgdgf)HE@v;JlHG*{l-Cy
zH<pc8#;=QJ#piIOt~<*<FpY|>&;Z-sFb-9->QkB~U}eQQv9DOfA!E_yAE}-iuq!dJ
z$`bb+wr*0bd@o{B9r=Mk)VU#KYmSfGfIqJ}s1bZzzl3Eac*x{yiRahf-;R!s>eX3b
zq_G=QCh7PCo-z@mi-xMoUKmcst4)ut*L5*l(F7DOeR6d087eejl5<YytP>FY%+=qp
z5^O;+RC}XdjV*S-6O*NxR5$m{Jfii-OQG8H{wEbqD5Yg(z4g}f%Aq%x$FE+`p$64m
z|FD0(cbKvw_eV&W?fC7A{oNB0mqY(p&A;M$jja4>Gx$G?6eKzT>+9Ik#o4_fuW69{
z{gN5t@rozlaL3(14*xMTeokX7P7JRPF8F{^3HnfAz{c3Z#=bKLvzYiPKxN%c=45m2
zuK^xwU{CEFQrk*MO&!<jv2!LgClTo)oHx(k$>FuAw-R)J8@l)I-3PkkYIX}N7!g7r
zD9$D3uc|-aplz;F$e*|&7?fSXM#8lwEwM-`LH(ht?o99r*0)YpoLr>0VSReL-+B4(
zoq+*qo#AKCo(Tkbk-plKT4qdn1V+jN?pqH*+4T#zl9GmoO+d{d?-aCm&&&9~{;)(@
z84Ug31s8TSQ3Jzp=jB$Vqt+g8UZgS#of41mdlNa!qRy8uOFyJgF=Tlyy|Oi5X!`&=
zJ9%v7z7jbx(iJh?%J;MTFnI9|cY%^dM$WLDuoyP*v;p(TK^qA`5JoxpH8wW(g<`*v
zvQj|!H*4O5$M#cv0GO_|nV|f0#KxMJNB%?wvk}$0n5*|(KDve#IzSACQUO(IPXm&3
zktZGk*z0BJQ<+1#CmFc!)&?o8DR#RH#DF8p+*;inVwp}#wo*WYU&uX<;MdbfD-hZ{
z!jc%(r_g66lUcAZjq9MpRd1ii+Bf_s$Bga2Xe1vd5z_q;-<6SQ%a4k}kd`6bRCm-P
zB2s%3iXkBbf#Bq!g`Sa+lCq)>M!Z-16!}#Oz*fsQa%+_@gc};#x!W5)9uLQkt!8s`
zGa1_aT=B^DaCfiuJ~p8i3#0}!lVOl3q6QjN;HM40ShRiD<hC_J<Ot~UASX^%U7d)M
z$1d2U({B@r&3bx%o`vmcZxrTjte0UhFnm&ePELA$oL$k^CmDH}ots;8)dea%dynEY
zufwIyK{C_#)bO$?Nmzb)2f~(zO1<EfM3Tx9UGxz&gdgus%!}8Wm3*G#YK(~f<lrwo
zEg?PyHze;Uoh-I|y4RKbNlMOC^o`TrC539XmbePt^JGTw3`!Z(O6D#=-!)O?;kmXs
zH&RUe2uZw*=+w1jgxE&i(w4w7br8oatgHh-1zZbKx_H_;i3;TO#U7yrFP_|YM>6&p
zss9#UtTmT{gJjIz>B2~lRJm;#vtdjcx2+|jk|vU$HA-Y6tv(tX{c?zYlt}3WxQ)ed
zgk-=r46mK^J81!qL~>W@<i2-fJI-nTsdH)arTI|g*+2q?A$Jq~Q`V4>M8B8ds0P6X
zo<6rO-M3Fb0$<pum86!|V}s9jAvk308~ZigL!d}U5|W-V&K<Uy)Sy8C9WHJ7?(RpS
zjUkI}K!EBJznY-QD4^dWu^oZN?CT<LM;C1ykTg-&p}9-Fs;{B%jpbr<o*5qEhF-<4
zIi@6{3JbzcNnsqTXA@-q@HUhdC5bvaZXUBELPP2W8XW!L8lHLuz26zWrz>F{-mCvR
zKatM1iyCG7N}Hfyduz)K=#7w!JQma1Q{ILLP<wE&<8@u{v3x{Gye0*>#FX<jZp~pJ
zp2M9!;>4@(w$HjOQKRqHX<jv<XSgUKg(H9U!Id3+qvA9i<PyO4s~a3-pRI|et4ziv
z?ro9p&MiN%N3X(!3dwlCgU^Hwa3Z99A$a!>yC_W^1-ejUz1gZ8vQUe!S(uq0f{jQD
zR6Enf%2c3>Q^bD@4qC%d+L;p7;lt*2d<X=Bj4w^qHR%N%IETxcNTo?9Wndt0`{H~>
zgR;zEcYs2p!JD8ql}ndQ9p6?&1F;rfdHGfsIy$-=2&L7_Nq_&Ij+>hVv>Z}0G8k*V
zJ2d}J`U!mY%1W%-lP+yE-xY796y~<HQ|e@oh&~lO**qd?S-4B3{5WW0i<3<yRU$Nq
zW%Td<xP-yGEcIdNBMecLzuo>8=QVq1UZ4uc1;m(0e46qGC0ApXki-|7#b$#sqz@mt
z!PRs+)qw#^0OsPSMFH2@Q~h3hP5+_DNja>lM4ivmEW_lGkfk1>ZuFokF<d`kG)Tuu
z+ITYEbaBc@$Fxn>=dee3uI2phjt^{a-S5ac+IF;!SRd0m#1CWmYSHY3w;gdUSKLtw
zx<3Ow`WxT7u~*&lCf*a7yc`)y<N~f{@j3V*At4`l9iAl6ipGE_aZ6Bjw}9cIL#1KO
zB;RZy6f^8IPT?LZPFV)!oECuvbK`MR65;p<b#K3!&``8W({5TSKF1zp6w!iZqWS5M
z!TKU+|B6c&I3&A3Si(aqfC9qZHX-irS-*AWo^Z-}-}d*z<*-QmoSWR7(%4Cw{8Ty=
zw%dv}JbYZH{7ZNw$J6_JY6wBf;#<J5!Sh~m!vfMi2e!xS&gVUHAg=ZlAiRKwGJqAA
z+GobMvEv~o+?l=fKGR7-1+@#6nQOMw(paW!sJe4q&>Jg4G+JYrmXB+n7#lvq$>tNF
zYtKBmh<5ssMudGtvD7e`$#^PB2)TB^bP)|Dj)J>*(mg0B2>E$A%vDN&V*VB%u9bVC
zYJVYn?mnqRwL2LQ86Lg~_;2Fi5k@YQ-E%)ygU=6h1Fv6%hK13rRVRUvTwt0a+|fl0
ztJl3Ly+B!6S1xLroX+NKoY88ZOaARbzU;@Ec5KM*m)^}+hZ7Y|!}ud5XltVU(R4Un
znfW{85CTIoi3_!B`oPWVaJ@PgjDPUkTFZa<?Q<{~p~BInB&*`a_Pogu%c~9x-daZ%
zM1K+gQ$|KifMX1y6NqeRB`xRN3MnY)5_|u?Ja5h{H<e)vAu#b#ERj~zMaOHW(%(FG
zxFsK0bj@PgUg$T=>Udj!4|anwJ07I1I(Q8Fqe+-t4;DC)4_ft`cPS}#@W1YnO;z*z
zbwCYWR9uYwK0!gjhj@50j*hIzb{`C`7(|S2=Sfjq_rAXX(a++*Alz~|L1*k4lkOTd
zh~Z;aV$_TuFYtp65#Zchvg<one^x*BaKCff2#<&m>NwsrW!61z|KilV8iAbllCc|!
zgCyF(t4%D>XwCgPoSUn+RxFv*Ew9^n*cgAhDSr`R<jqdZ@Dl4$J->`G>&ZKCKB(UR
z)tZw~;iZgUwTv`+(HhDnmBAVo)b@kEOU?9Q_VisfS~dRGX!g)czNW$Z@LLF_vg2FD
z3ierJJH-CiHfsks?5IL0KqA|X@gCQG?0rVSb0IaKJe|hcbHjIq6|uY*Ci1^0t34HX
zG!`ZXg~TBH!v)wR=#a^GXW0lh36pF}uf719<FH=G+VKbApqqZy65U==jNN^EK?NH6
zxApa0i_HN?D}u=0l1VkE^3+d71>fD>ot3+AJWG%y;98!Fc|E(_=C#xJQuX+?$FqRe
zfGdtPIj=U7aCEG+*6$QT3=9tH)0(!r%X|~k*Vj)QK0QrHETSPJiv*N`R_k?bI2`^J
z#QGYwxT2!CUY(fBph0p}(Bq#^XgP%t$Wd0iXZL6lYoI(_k0z$~s>=dLgUsy{^9z@T
z>~cdGrQJd1>~<=Zi3D7)!;x&mod@5K?<jgTquqKvv7&p*eO;L#*wxa2s$9klXFtQO
z>F#K^)b8r<-~4ek%<M#!w2fKIvc#u_bp5{$^=1TG>gbnKHG^w>Hl)fhYdY86Y^da!
z{$w;J+9&=F-;v>lAFSF0Fnym5r+`eRxF2nSo7idLpRZf#G1Kc05E^=!P+B0nAJkM8
z4F`lPlvJlEK<+362hzycSpQn5zq*M@!pe%#c(yPZu#c4hQS;U{ky+(7f>k-=YKG@l
zA)sixrn&-EcI&pApPx{iECW1XkidDC!D@ECS@*n0=CJhRx0~wfYw>{DlFL+0@I92g
z_C+I2#`(rt!eha{_WOH3<omS~hMWs~WLut}K0)atvyybgFp+JhjAwbSTWhh7Emxr%
zCQ1QOM^z`Ews^~WQ}x4f1M!Pi)ly^lHF<{{M|GMBDeI2B_}FX+LF;wlJ)lf};IzcN
zySs7ueDC6ag{c>msB8@ry98H+nA|xUh-893UI{eNq4cXcj3<_Q)J1-au_W7=`e{ue
z`jN)H=hmIUDN0!u1!O(<FRfV4EfJ-iYt=!f@jlnAfl&VC7dt)+zcWwdnb6)mS}i;0
z7Duqnfe8El5=62eE;aslqE;IVAFOp!edJrDr85}m3&&xTNCf2{a!0E&Xsl<QnwlC0
zbG15`btpM5=6J3c#9_V~X0PV`NgEIS>H9;}@6<C57bnE$dvPi6-#^G!!Rj<g1WO!Q
zQPK!`60(}AtA_;L{T)8*0RIvHxc$0qXDWBN(P92;o&<XD+2Z12+Bh!C?zc~|{WsMr
zM@QUq53sN*EVA(BCXU!lFG5yUl26@KZ~T$v#F(*7dwZL_o#U8qa(>94o=9Rceo@NH
zp5ydDZ=c)p%Q2lfh3Nc&J0}*x5&!y|6ul<zj9F`NvZ}b;1K^BY#HZF;!NoFJUEoCB
z<hMuAMhI4|#UOU2aO>pH!16U!|DhV9!mV(RLb`LTG~<j@H?GTPfg(4BQv1%Y*F$qB
z?;fNqf<JHHo;-jH{#0Dt`>FgE%3U}bwN}^3**s-Lt`zZw$18;hvjG+SQayjqstrD0
z+f^YOICG>WJZb6A-YiaTzy*bch5g!hq=$F^@;^}hxt?rDprlHKg1GH@iWoW(5o%Bt
z4j_v?P&$lRkpr-zqM;K&PL|-{#-FtY|Bi}@akpDtDjzbdfTGGf&Dy$EiP{);V!y$}
z#4Ipuc23&?FQjbU9y==U-)ouRMn*&!U@E#v1N#trD<{Y0CgsoY^KD>XEe(Dc&6+nU
z_|!!GFZ6Q8Qe}Q9o9y18wejp(_*OTSb~Bv2{d9Ra8*X7Ul@Ud7!*BWeD2_mUP3Zw1
zPpD?etd32RSfi_bN!f?_`K}C?@(OH~1^eJ-d%d<V3BQFOq=)Zjbvv94QMu@a(u!Me
zNXcst$pLvel012TciDY%dD*<rU%OF*k)Yc|`KjK4{vU%CMXc<braflcjs8W>&@XY;
zr5xHl;H=kLd$Dq|h(}&)j>1Q~&a8>o8K#!hXUA9Iq-7ZAAdK(b*o{LXtTeDyH2Pub
z&C8)?npbVgUa&e9*Ej-9Xx301fyT$u(o!J_0$ZoGj>WSp@U9+H2XS(65T-DxHi@j)
zTjRtHwax1X1_G#H`Qk3+cd?;1UyNQ&c=-{B`0B@h=SOke0J0v_qXM^g5NWUvlCFfd
z!3>}luq4KQ1DEjSgC`8u>n>e?8BxsoBk;(f@Rr$!dSHj=b6(N26m^J+i6JB>XKpot
z0A<Vb?MEo!=yXv%-w!W-%8RaKPl-UR<{u03#DC(($^srmXJ393QV_oJomk_97X7(N
z<2^B#(<PI;E>e8Tdtx!c(r(%dzUuUy)&9}7H&;my4R=)rgpOVF9`1Z^!ox%d#zdwF
zUc->Y*C~vfpg=C0UY*Q|UC@v!JCr15o>iVCsTW0A9)2X)E-)fW=jH6Xo%h+%YVO&e
zj7Jj-C=2-SxlhbjTP623D_unDh`9YHKHrEa-M@1`FyD}Zg3*|40}*Bls$U8%c!g3z
z5<g^*Yo?~9S*&*j)d1TH!sBnEW<4mZrd`y}pFd}2W(F?aSoY7bQF@HMSHs(n+7y$o
zmkRB7qX6Lz6jBw&Cgpxg;2@cO#5~(>>ILwY=~fS0lvD~r<cP-4Z{p3X-@kuzdLJ1X
zb@&j8Z=<{<VN|MZ>l`0f!lmRHIdi$cyA8bo<~Tf=JZ03qEqQq;V9A$re|=+P!<Z9r
zp|ALig`FKA%oFO{I&W_-5nVS&{ko<B;T;_!y|*T9o{vB%`;cvJfQ_%yLan*VRM(Gq
z`^2)mVooTyrIDb9J2aU}&M+&l2t>8vpg73klu;;@p1fRK>s3yrn<Gq;LTn8AbSxuc
zj{5bb5RvqZ3$4QBWo2csgyabN%}cM91vfA{f@O0?9JEGd=ZLI!DYSiH8s9}*n3Vta
zS4eDV7?OV1lN2v?vT43~YM7N@jOeC}vW7n-`eIb;m|~1wsc}uMk^B0W$zV^Uh|Ymw
z$W~&?^m$74Zfg@$wP6sA^MWgS&h5Frx9&s*4HUlcjr18E9SYd)N!X5ec62RwBR_xU
zk=fsg1E>qQ(GoTD^W+HyZRl9|C@283*0uHO^`o%Q<+jByR?STSd-hY%7lBPe%H5sI
z!qPGsOlbmcF7##R&(F^XJA8jzQS8c8%>MY4ZqjF&C>jCgqgf)p#Fr}`1R%sbVt3ch
z%G&xV8`}hzt%sT#p^4wG=hJZszjvlA|DJ98{GQ-PMk@2TtWoFZ=YO?tWM*XrlT%E<
zY_YEd=gHe)NYKi!?qRA%+!_j84NYLqoh2F)lzvC^u8^hO_pqau#J~EWu5PHC=j-=f
zp)KrB5gP4b-0qrO|CNHR0Y8O2n+HhOcXT$ZIOv>FXphcnXO^$GQdIXk7}HLtMdti2
zMazJn6mOS`ZJCxnw*_8(OasS-gRku*_BV{tHqlQl1r@QQj*>cW(hfuMEf6J)z}8TP
zYsK;Q;(g}a!b~*ATXI%+{NXEC8ay7Ic6zSbl1i{t4QQJk7d14df&p>CFhZ)dt83{2
z*qObL*A`kmnD|`QjBLqc&d%J&)SiT4&Q8Qtr-vkhd&O$lgp2cp71>Uiab+Z>rRgyB
zkrEMwWN_Pl5o%NgV<D4(b8Y0|oc_u*qSvfvJ?P%J#0Y@kCt&_)co?Di$<Hrw)T$2z
z60rTI!b$B0p6sqbu{lR^5FRY<M7Jbc?$3uMC*VI{Kdwjdz{tZ2Z%z0l$9Ny#396-m
zZaj(U3l7k-UYYH@t=G461BNszL@=2R%inAttrt}!BtmAV#|P0My+Zq8FR|V@Vd4A>
zxUH*Qm*jc$hQ9M1ec!)6wesffWu=BBn-(=s3D?$6%Y&9!mbSKqFO05f4U6t;vb!p+
zy{zz#2GRvH^ckVLA;ER-9k4;q6MZ?D`S=#A_}PxO3yuPfaFJi}L954H`%>9p=jB=~
zxKa>nav*+lap(r5-TlMESO6sP*-q7U-Tp#4Fff2jWrxjGrH2sY)hB)xKJEzn{$1<;
z8Wj-c{qWHvP&~6D(^Nn-0KJIO9n=o|z=23eU=+Zj%|XwD%-O)k#wG;Qc$<k#^NpSm
z`PZ){%*^t3z5FhZ;z7!h1t=}A0IA6J=Qss2Bpkq$ppkxvjV&oH{Q%@8hi`3Jfqh6m
zxqH}fyxTc2JM1%mk&v)I8iZKv0m{kE;5ty#eOA9VMJy)_&xq!vY0Xis?d-iDzbegc
zvQ5mNh@>wwC+4BVv$^9UDfz8BrpN6Y0N4?{n7mc=bF(tcJx?DKmc9E9Y%uZeN4Vk}
zjSgr$8$gK)hhBTU-&OqTZ|qWG{hh0{imiI&%9Zcocji)}pXV8oavG4jww2`s#Ytjp
zooJe4N7$Pm<dC^&*zm^XH$jciYFzeFDdv;1rZ{BrRxwZ2v;aIz6wgD%7#J926z(dn
zKcviJVQDMq=;*{RT9*3>8+H0M4lSf1W7WZPuVc9i_LK1soajilPWy3JEbx8HGw+W;
z-ct~ILP$&;3K#<4Kg=~LbV3mzF#yDR(>;Gaxaq{>yh08L7R~;hJw4(p?qh5%+i8Z>
zYy4^%om?PjphBJPowL@MI{BJ~PxgFgeud)kQ0M8<SMR#bE6iyMfy!Uhs}!A-muO}|
zDAp>ug73!s`frS~-!Z{#*+=?r``H%hqm!e{@!=1ZKR)@vvT~?aN)=TVmk3q99-;k%
zascscD38_2<0E|9MpzMcy!OGhkQJtxSrtbh*d`z#tRfEpMsh-a6oBsOV5MvsuV=nZ
z5dFLTSHSO(S<>@q6b^7SQmUB7E^bH1g+EO8I590Bo%2>f#|u;BBD$u9j6<X1hxrSv
zeH8!Lt@IBzmXA$K2-Cc|Z<Rc!OZbj^zqd{O2yJo9ic3E`<I}~yc0<LS7uXh&!x?Y@
zq2oiKaX?=}_wpsSR3!eO=;cb-uH8N&|8zv*!Dd)P7FieM6a4Lq<>HYh(K0{;B?QRa
z_z$IaG>BWin~&{?@cmk=_K8rBF&Tw16-?Wz-5w9FRr1qp25d34pgOD=!@Q)46Rm|#
z#;Kk3=?q0`7=r`Vr80x0m8tf2#ft~q`7Np&`iawZGjE#QwOoNMBF9}vos)g^%Js~n
zBC}V{PKgc^YEL{SN#1NteLZwBc<=nrG=83!5)XhDYR;_9{vXdN&?Udr!SJn{BH;s}
zGdOn!!G?zG<uN^x&1I!m-m+X(I!kp$*C&s*x91Y)-Q9WI^4f}uo;`d1e6bNfu~M2a
zM@WSo4~;TULL5DE-i2my>6g%gf8=>SJHafuqNGC5C6<s_FlW^eGv%{n&Gm(@7)RaF
zYIY)2A{7^e#k7nOYuhf|x>CUNoDiUm?)FrWpnr86^@egQF`{x+SkSkWwIM>Mj`)H$
z<aI;I5?+wyJ961)aXs9kxxJ@Z2!T{@Y;o(kFF)>LMQu3bKQ^?DoOlZ?&wd(L6AVmN
z;|t9U3p*mL#E~_!qn;!)fG8?4t8MKtP+ytZguxu)EW<i#(Wt6_7p?;;wmVIlooVRl
z=~s;L7PXFlsLzHEq?PNNq5RUP&xx|7rboH`c+q^_20qtGo`{OJj{=B~GwTc5U0!)o
z3OYkmJAp$C##NW;WQYVz+56&Kx1f?6>vd;!8KMi@!*nPA+_)?0iww7+0B(E?QkW+0
zb}gb0zXT0JN=l045?8YCFE%i}TVh0&tEypn|7PY{%OhyZDZ0|FdHL+N0tU&!;hu&}
z;WV8PGbNStQt++*jk=n8uruc>At|A?zjf-#{1W+!76t`G8=apUA(eT=xq7-<wQjzc
zW330X($3zN+<BN?gHK34mXv`v$4Me9*wp0#Ki;<7FAg<8gQKFNmebVq6V2W~DO;qP
z9rK;>SErg1kS;ygcZxSM=BQ3J?r*c)r#9ec=fNj{`HuV&I{30;t^0S$Tf(3BDBQK%
z6`sOQE$;T`+0XK7_7q_i*{LB>A}Z?GfhcL2i;rok5dr!)R?8;Z2ql#Z{I)j)b!BXy
zkW4{Wke698hD=df*wDMOhgV?|w-4*(hOmfJ1%vKwn!W>Lax1s2!Kf@lgE}C$TlhB(
zm@vrn_e8W*bXo=^u1<hwgBs7omK#=Xvr2>wug&d-U0}ux1e)T)^@f$mL1*0$bL^b|
zcgq6E8RKUH{QSD#gaAU8HVjIe`uW#vSNp|&$3s8)3#7vEb<#&OqE7~+Ur`$zH++Oj
zeK7rS7|PYI<5xBG`!x-dImlc_&Obu;1^jw9%Ht9vLh#(A8mPVs)i+wiXFj}tsNbxc
zn(&HAj+>~6xzg2{=Y*6+M=wAWv@)O|77yk_K}TTD>96tCS51`JvBZ(;nCd#l5n#2o
zY59WO<g4pH^IUU7jgIlB`7zb(_hO~YfBemK$@bq4RTKGj4?rFG;FbH!(izSl26`e{
z+=Lu1qhfEolYW6YhP(k23(MG<02FF+AykGDw5oN?_N!Z(qfs5t``>%}_lxeI2CjQG
zDxvlS@RlFX0D?_D`y%;tQz>lai7grg$uvPi9u;FpotGwKpB+7J#$~{~g>5V|oTr}(
zeZ96dpmWr(tJ8u4qJsIM9CQ7TbdwECT}qd1Y@-+r&zCQ_k_7khqpVkhP$uv$+skH^
zbsC^UpD8Ur@htZ1@F~MfFZr&GCTyDNQ~%xJVTNsp6{@##F2DcQ;p;Jm`18l}bx{9k
z3R6|}u@kv{iJvN~u>pAJE3ng5;il%<`9aEP``tZa2qi&w;^dxI6=nR8`}ENZ3P_2&
z>ZW~RMHGHLlsBE>{lVUk@r9?7i?k^A<A^o7TGY8jgT%N{-1ih;zVek<6|G0F*@>Ry
z50FC$?*DNFcAivdE}v|HyV=$zKvi4r7Zgr;2A0mHR$|GC^d*xS*GJ@^2nxoA*C$s~
z)$A8Izj68xpbd2!Qy6Io7~D>T_VBv&qr=a?1A+69m8+1AMuNpDout=nh_W~;eihfn
zqSq-LzGqhR+On7+A?52Y&#(LE%q%SZr-<R{{IK(JuRM3h#{a`&bggYfw9s?hqNGco
zBKm1yC$m=thK0^L>Cwgm<>n_c@v;m)Sl*-SiYG&B{3oMPs$aV#{ADg61vnu(h2g!d
zQ}3IOY2XAE_%(fN(f-zpw0V=j#!e-x2k;oH*r|j(?XpvvWD6x?Po8)k7WP?nR>TrF
zv_0OB&0ZVY{xLSfGL|A5J3?y2nO&7Qgk=D!>YtI@dB42@QcC+8+DbRBYGf}0y)3$4
zC0IW_NZ|9P6BMFoXFo=YVyhk8vklui{iu-daYfDj<@NQ5CMN%Ci(BFI!q0rFA_T}%
z8#L$(jTP>W-9V5Wg9-IIT8V!5ju<5s;s1<@sl6!YsArjCi?jHdvfE#%cJk@dnJKLU
zm*_t=zCF1!w)m3&BrDTM6$}%wqxuY`*4!(dxpMS)zD9X%1IKzq&n$ZVVa?<nFXh{t
z$T2?&mkOd6vy(W&oEH^!F)GnQ<=f1WbA~OhPn8(=bC<zXA*<|NI13=mu^5`|l1W)F
zCRDT*RN!p<v-Q68_GUoN-?&;6I?uBgYzN{9+??o_%`76L$#XceBnT)TW#>{{C8d{)
z=M~P{W8D9}E-y^Dpyd9!?(BvHAu_mOSYBAcplYi$I6r1J24sqhg>HT9oY_%JW}>$r
z7R(FAF5e_>?OK(n;>uOi^oEH+qef8nryWtQthSi+zPk|79$yIXt#&+WZf-TMbu7(2
zpU(L`_M2w%+3xyhu{D}&_9rIYU-Qo$8h9H<zTC1{FD51(JKy5pFdp>>+n`%5=2SVO
zYmn+Z{s91*$9vgS!CK>aEfQWe9%oyxD~;Rd_UZw7)&i90lR7vy4U3-uqY!rBddWGW
z&c_Y4!p42c3&rWFW_RD*C@$iYTo-QT;w>Y_;)msS1>6(>PAm!vK&JpTkU><mQ#Rw@
zKR6QTC3|J^KuwTp{OuzWBNJWS9~6-y5yWKqVF=7vc5m;PWlLj7gYihjzccv1z+c|e
zT)k~(D=T|8ua`-%^T;P;A8S3PTM=7165_*mjvMNYPd3hUx@>DSW@)!+Xb*p9X@nx4
z#QrcC9<LKrb+zhI_Wlm)?eHD1?rEJ@O|#uJeXnDppvTXi;o-mQU89bDois<`YegVK
zweRd6xW!On@_G8*G>)E|;J~KTh3m{#zdU8J_78eb{cmw~ILPIx5c_+DqbrSDdh#o?
zp~y-RYgbKP<P@&H!NCMwH`n6g>J$NzZ|$?s(^&OGBk-zB`^Pi5v5*5#0G%R<$N>F*
z3RuX1oQ4F!!JPtwd%@tYnwnQXCq70d5$-Rpt%ZgVls6;6JU^bJrv^jW-iD@aN6-Jn
z9B%*d%A)u)O<6ad+;Juni3V|h$2BzYXX_VxX*3*<$#503NaOlOqzv(_eO}OY0|k0_
zWmz${^!ZH~=&NQH?NLh|%|vH@XHeE;Oxy>l$zo8Nx_8biO!gE$tBXsNm58@mP9#P&
zXqoG#XW}xVvy&Q!_BsYnTfLojd<$NC9mSVNnnH71cQ=Zu5n(IhrM(k9ksXfK@Y3gq
z3VTd42Oi3J#kN2zE2}6KQA5B;m?_!EUwWnGf)bUGFa)@awPw9&Swb*uKotQN9v}>=
zLY*D>Vu4Co8nkFM_vj*Tg}U6NiAQ`d*;d4iJ`2l{dh-b_$uy=|3u~~iO_Ajc&wi@_
z&vGHCXG6E=XpLj15`)-VM4DO2Ci<y!F~>+l7^`Gs1C?)HbV0<sSf97HwK3mbEcss!
zIr1TZGV$>NJ+JK~wO!*`R`DFQewY)*vKpW?fYjdS*TkR|<6t!>H)-7@)xS{BF7Z-N
zj@7HJ9;aJ>JOR!PAwg?F^7BvUobayJZK`K)ne>c@s@eZr`-O|Yi`ligRY$K*n)Hp!
zV-pjH|9@NAl}>&(<8WK*GjeynXGQo&y9swW@u8IF@a5C`Rnk;qj<);A8@9ye)h0Y;
z$;|IBQb3t>PkZ$WV2cl$Qw-Dg)o3bO=o|l~qSgqIX4OSHh7e?6@@uzoIv=m!0P-ju
zFYoMLJwP(XmgadH1V|$531)pewQ9!S*PVAx9~|!!h(W}zZm#=H_X&bbgTPpS^LYQ2
zLs|rbaqm1)7z&CR&ueK3E#qnzcTq3fqo&39C}U%LVuzwAUUI=~wlci-ww8#h^=5;~
z6#Eae+YM7tO~+-SY<wW{01ddhBP1sjd2yhPlTT1dvzEm#!|Q4JDlmXK{KNg!y5#c3
zEP6Jir=_WH+SY$@d4cU4nSQ`+EQx6prYOpSk#p=fyx*U0(=GIVo5vg#wk5O476fSd
zgB)ojI{_Vn%)We2u5hrFU}OpZ9BUt`-)Vzdnzf|sd|@<z91SBsY@;sEUmA-5Dy37S
zvO7Pw2>U%VX<$99yQquUhj~+iVPmBx2TmP70`Y0zq_3*VW$>=@_QO@@)yABCE3+<6
zoot+5STY5qhz}Ru5>es_E6eN+?|_I|pON>IL=<}TPs%TD84bA0HdE|=759Pe?;SY@
z@gu)zl>;6NPaeD4cOQKdXh9xW5*hip`w3MI`dxV)J$w5ap~R9ik_w+ZH>5^C`#41K
z)d-WmDXV*Yd=NBTeK;};WWahJicMp6S(XcM`v%tKDhpMqQ^3dhykts>f{9NZW$4^0
zQ*5A(J%?c!(5Y9Ww9%h)`V;^=hxifd&;3hms)dH+|5m%lC1$=Kxl&Us7oL43X*rhl
zML2v+CY^?|=;PjxO0ary;Yo7ImV5~z6PWazT+`LCExRNKUW3=hwp(3e3#^|ha(3??
z{E_V}>X8Fg0sj10MqDC7aM-Q5=UN2e?k2bA7w8LBz)M|y!Si*);1_Ru^V9i_Vuchx
zq6R=wLMEu{q`%>zMCRVs2kA(LBocRWp<?;(P31)*4)APrXoicZrxs>EG1f^054%t#
zwlA+cjWSoLR0_W{_;0WM(`gvwD2i_+8jQ#9<mwjRkut#v6{sL-C7%-5;#Aqr>1*xt
zP;nVfj@1`LgYYx1L>*7UZ5y&Qe$8sIb1cg>%7yh{>ZHH+UC$c5y4v`PwUAjiyLtY}
zb$B)W62B`__3rOLnUg?DnFUuyt^cJnl2<I3NNe{s@9eiWeY@-z?;;SS40y7TIN5#g
zC?Nd|^!)Wr=4a-u@Sv+x3<h-X??!R8#j#7_p76`<_Afnh%1t(AWgG?&ZW%`<GEC?Q
z%>d=fxMUImH&ouqXXt4n=XqpVi;m6x>e&)CU^uv<vNjTQ6XP*<zD}I+oogr6n!dJ^
zv29M$c$MG2r_oa2QYCzSfHR?IK_F*K_GN5LN<je|S&XBI`}hdx)ELL}$F2{6jZtOx
z#Y;Nu+=Q#gPXnKFWX5x3C`X+n*0!!8N3c?nd-z<~C;$!{VyPJs>&Hg%jM@v9Ylp^|
z8FPewmU#FL<Eb8597i{Y%*C*5gTsPw%bQs@r7sx#Ag8D3eEP@ma?n6SH#8QsYJ03?
zLS6Wde1!MHS7Q6iTb@l@m=>t~35N_2)kpABb0I@_yd1X?%aQ2`4A%n-odmOi(Up{M
z7oWt#UX<`)dBZ&-?J^)P_e6N;RM_n48a1dBm<z`IC|5UU>sP;4RPn1E2pY4j4xf86
zX~!)(4y}5xJ3aD45f2Q69<|-De>Rx@lJ6%ncg_j6gMsj&r_X!u>b$zHe&BT69JPmz
zfr<MIf%>)vVg{1KqaQzUZNS6ZPXQr@LNIIWzuEEFQLpF;u&8Z_9zI@uRK;LuD2l}e
z&NB(tjh|)nkL<Tz7#nx^3K^D1+ftW%ucV$P=j5`NWf6N*6<K{;uoqv5SrJ>jeQmV<
z$FF@)dvNgpy=>*(=~Jnm$>g44aEza>dc)dvQuoJb%B3zp9DSJc&6L_lLyl0SU(q^u
zp6jgm?N{Num^%5)*Vf-G`D3kx{YM;{JFC&`SMdqRJLfbxu)ZXRBteI;#H9A$a(x|G
zdsR4kEhx{12PrrGaJos^ga)x6z0&9hcb;<ZYKW*cX=x@soSiUxsrYSAWK}ygz{Ps4
zEe+y(172S)8rQs3FtJ;ixuZqy_f~xQZ{#%xFBqf~s@X{yZ_ps1-}TwekE~?(`18z}
z@8jugS&drdE7`g(a+z!TF$5s_AzRpuHUM7_0lJ;Kkz)X6D#&pC0U%zFQWN{ZID)(t
zy#y{x3NZHLHE|*SCfyXUusl1M)2qCQQV;G+q?)d*4LnIWD&Y9T=~D<KK5^Ic&|YxJ
zU1<3_ESJj{SCBGEeA|c2{^$5Ovt&^mk@-Fv&w#4H3DF*zy?1uGW_|LN_zo5!5n=wq
zg>moN@d2pMK|%E<AU|xL!sbKWNliG6vQB(kYX)pFSy|L^<eX?=WZi5+1A!o=0eDo{
z-VJBc9g16-L)EM3_jmV+GT$oMaZU7}d$N0N3D=|vcWHG$#Nd~0B9FH97v2A{<iiih
zT&^4*Ht=LX!j(EtSR(j5IUYwZ%^GWU({fl~>90jJcIA4FA02v#<KOUn>%#0Ttfl>S
zm7^cGVKFZ8{x5lM?$t`Q6Ii0J+1r7<04a?Q9pi;2*uo#|hXNK|%pVz@`B6{_#`CX5
zfnm-==S#4~58&~yY^Y^_kBhg-8&|t*M?*=EVIOTGsH2doG}k5D$)HO*eM+o-dokx?
z&iB!rhsvCTg7u!@D<-qHGQEUk@BB!xyflV%YYX3+@=l>t>$D%4AtrQm_9~ts@pLY!
zx%PZq2kxiUqHe1Qkdi2Z_;jPdiDX_Mrzr>g<0&FAjah7d0dQ;kuac}40J3kz41E_b
zoljEDQk0`O*js_cCV^ynDKqgec4oUdy~SE9X9v8Z%T=b8?UC+iG0N4Yk)vDmp1*y+
zM_x@ew^izyHsg$eIXS1rz{6e&Ba{swK^q2om}9ko?+FwTLJ^(ZSD$lk5f2TGjoXGj
zBYUmHOHG-Fo+U`^>`tN-!F;VY`i11$+E7xvA63bY9kFeBNv=!ij<f5oM|rVm{Ee4C
zgNocF4KH|G=W0rTNy2iNDBin9xp|>RF*yM)!-x+Z^&%ZXCjq_N8n2F0$FJ;&*80lM
z2L-q|N{s@$uY~z>7Iwe$fnP1xUh2g+rVYe9|E^9!iB7^==#VGnljs_`_mnTy^RQ<)
zN7UaH1a4w`xu6DviKQ7B?yF!;d{;QMeAL<pYH^=S@l|~|a*DkSb%end{jFc2&~efe
zfr7!%B;B3X?Bt7(V0#;3YnWOwDmvthq#dfI=$bLJI0peo@vti&%f>b1JYv$zd#N#@
zf@*^3jtE&l!9MzK`(8m2{@@ahyP~b(0{(Sh8SC+g`-qd&lQzG5Rr&@@?SGhd!bEaS
z0+yQumI+&$`#XJF#`^i1Ex|+GgHG`MLtB#&pk1!Oe@|Tf`pl(?sSAT~W+?f9(ab4Q
z@L3>v)tvI-Lllz7B_SaZ^IeYA${t-sHHUpFV#N%UV#t_y7}tY{0fJ;Fhz1saRY2T3
z;!109O>*4OsP8|1<)|W(s}uEXGS6nOB=-xgfyyO{hV1*h+reLs`vfpJBI=oI6Oo`m
zVD0L@r_*;*v24xaIz2;AGoCfde`&X2=Zj|hXr>8B9Dj!yR${#~n2qG+7@|QYc^&|k
z!HLq8?X%Q?zuW0`fEnDoJtcZc{e)F7xK1^0@J*Iii;ASepXZ>n=<g>Giv!kfnx7qG
zpRgrmX2vWm=q>K&GrIGj6`~bzv~Al_*du7c?r-@EPx15{<W;`B>02;sv+?{G(xrU;
zrHP=-68`<@h-n+%7tsL&f;v|ts<X%Oq15|luP;c1*-Nc4X;f?tgE&qk&LbG&kpLht
zJ9;>WVR?QsYe%vun~dXRh~-qqL|dnCZ1o8KAytv{{PJAaaoHm4%|rQHqqU&>fN3`_
zWGzQ#3MT?WO;wT82egZ)QT;IDvtQGybuV2=za^H$rYR~Z4J3-)MYRb03TyOxX-gFX
zntmEUnvgd7VB4(=mX@X6Kea42fml#rFQT_=H0ug0N`URHW1|YuRds1Tl`5)}{;0Er
zESCL8zZ68$<y&E&o;u>*1wU}cY1o!tBWJ-)iw#`j|F<36QW3XWw|dpgl$kT(#!$UI
z+-VkWbm5#1nSM9q>iWJ42QCPD4UZwLjjo<Z?hw`&WDfu{g6Qsd?)^jd#OUZ=Fh*u&
z^30y>qTo2lk0o690^+q(WLF|2WKbtm8qJ-18|Tc;0jQM}4hRzi2%CY-XAP_61TR=J
zPX!JrIi7malKQCvL<7UN{w04J_ld;Tpfoz<<>*!3byx_&8F@&Xc*)!pTeH~7<~|~J
z9;+k4IoHd>e%<1ISA|{0RQY#IgCrdv051eY8^h{lUA_r-;yt|sZku{cZ=dJ6IGTb+
zB5&Gmqwuu1hAc4kbM*p72&gq2YC0pp;1)aW(Zh#5;52vee4#Exy6RXD-Q5IrNIX(x
zxF%X08Mk09E@Vgn0kBVxE+V$HCsR|43(?PMfvTT>smLm@J=t3lE$?fAY6U95S@J8o
zL^rvQ!pL<Ow<bcFF___1^NNSGgiXklMz)zc-sM}jn_Yk*Xl)u6ak<B1JYhssAJLNn
z-CpT{9da(-g`XC&Je$>PF%zxqb2>%lRL%0o7zq<162%gLdw{CvEm$Gs0oQ-ZPBVYt
zwHml31_z^boC84X{_bYqnBiN-2F7q&l1ioe?e>Hzvee(>da+1-ekjZmzKe^8c3h_C
zs^Fr<zM(9AwDZW=xb)6!BTPgAVA6*LOM;KD$Uh3qZQj20MTG+zzfjN$MJLte5Y`LG
zNLN7X&38ivzPm^*1x%>XDXsjrQsD*2ar^+1yZ}R<$-sHB-WnM*zSnW|B`)#(`^QM}
zZk54{nL&xetiM?qr%$uLx-3r(t8xGzZ|arzAmNqpW4Oew@GGx>RUDk4G_zbg{$0y!
z$?}<!4NxSJ<a7W(78=C$&4}iDd7pPg>{ha)&0v$f2wxXC6G-5}27S=9XmLAQWAfB!
zN6JxksPb**MZXJKP{r@-0eq6|wWb0J2=r)QstbPX?l`u9883^D$0MNYqw>vf_V{fY
zXdnU6Zx}G^085d*Z4E>zo(_<x>KPaNge^S)^*_d|juW(@I10_0;}62Wo9A~fCrl*c
z_dqhoxJ|=`|BJNNllA<2ndQ<ZP=Y5F#+b+)1d#aE47PFRfXDQw`9yX#S#swWTx*>M
z?TTVsCf_JyZ;tk4qj==fmJ)-+0OlYz3-+Oj_uss273=3lEbTu}+B8VD9y50l*v2bU
z8#0|t^Ax>k<8^n&eVnqWW!v^zu+`(F<KUg65p$c_r5}=&4+N1&;VsZPAz9+fMmtEd
zJ@?c@)sPCSFd-XN+$Vueg#3wZ8F=2c6|oh1IB@V#06_cX>l8un)bJG7Py!~Ul4?%E
zz=-tpr9ht;8mQP`>N_PqPs?Qglf#GeCPFqOK1n-M8vz3t!XNt;#kp&u*UvpCdfk||
zo@bsueJ3GX^dJy1VhNx-0iHBzF!-6Sc_UVG5fG5Fe+owH*-H^@GeXLmo;U6-oSU-a
z^Halekz#!SZQh-3!7|zX9XezDn(K^vt1J&i*Bdsye-2b_5I(1+w-eSMH`iD1ddB(*
zMB~2SE6ThnJ3Q`CDd`8wLRZkQ32PXa7(+Zn?{4OTR_k3F-CrWYjE$e|FXS<39LtC2
z)<8U=LRWvUd%@#73Gr^q%=WTv7e<W=f+}E|i)QQDx2et3#mk1dISp?f-nz{D+@=i}
zI^uUJ7rkH7G}1NS&^H;wVjE^NUA2H^7=$VTHv!DB^GZvwluS)w-&3-Nd$4>val$Xw
zood+B_E+M#G;rgnO0S?>98KqXaZaL7WK-0eLdxDB{VenxiUhn6EC@UpdGrE(xPZq`
zTtHAmK~X+-!48sNzn^ufF1V8BOrRD+^9VoJ*C=;bY2oB^TnMIeZt2~;7FH~@mg?lQ
z9f~v?it`NY3XH-p7nG@23&XtPFMT%GLS)$8<zb~mhH|C4b592vJ(rnonbtDu{vVN>
zV%gy(KNvN>r89L8sO|*Tx5c45e;IRp(v_e-<}V6t*n6#!g3Ybb6k}ZqjmPMat#j&M
zl$wUE>Tn|rThXO+bx*sm64L=AfR~mwU35UB^PC%sjf3L`CgOlePBVwIuoyA1o}F0l
zVg2q4u%dm8q}^LsSUgMBeVHQuYif!_kfdXSMs6nx6Ux(s4*9t>Ly{a0o@x5yGN3{c
zr8z==sTUYXd%c(=!(m69>Y7+kc!CaSp~Z~>aN4Wb5%CX?`%L+LaqCL!$OSRW%Q;^1
zpTSc$7-QD|YTS%0DwL$LkX~_oobUnk(YIl=*wJxu|FK9QfmaglU(wZ$9!yrFo>_qM
zItqimoRZgqLU8<w@aIS+yR<#Sg{Y3A<%%Kscpv&am<9vytI&HuBX2Kl=atrq7e4NL
zL3-uWb@>~~F_vjEHqK*LOB*Nq#4K2dledCm;D32E2q-LrIE#xBRnX^-PIq^A$cF1=
z#bfFzI1p>IT(#f7QDeFN>r0RCya%<AaQA|_B`nmvM-@JMjJwgQ5*CcvBK9i~K;Yy`
zn8;UUS@4>k*eyE%78&lR_K#6S9}}i1V!hZTXOfC{*DJf}murYiwS70Fwi1FfJHa7P
zFb10zddnCt)R_xvA>fWhN+5EAlF8?^cj5(lN+D9l;jm9iRWPIQIy5ruR~y&G^ZjOA
zdUwB+{lMpoiibvp5^SAD=70*rguWGAnhlp%9_SjjAC)|L5+6o|I6X>iZ>N+-0Y}}t
zEl>lR0T#38-=f%qWv{`kQ;8+I!OKnD=fhD*-Ba@6&z&7hpbsjrF1V4CqH^9bpTm8C
zfswCSqO!Z*EhZaJ86J3hEl~lxa|LLRQHiwakCV0z59eHrAa-$QUv_{s=}mHGv543<
zuE@QB0OZ2a_o(o+j`FkRhSUd!nML9<JW!DCF@eK(e|7#8s^3)jeRrmMWT55MFKEZf
zFb>S*c&W7F$4#2#Xk3UPi3=cEAS;-dm`bdw2z;8D=Za}&&BxA_BDLSD4~y@zVxUzw
zU~u5U-X+3oDfe1JXw%HnLYiJ>JDb>O636A{pVukB(aSEY2BSlEeNfBI`KfW8JXJby
z7T``D(R?Pygu`w*gq3{xW0usn69Ck$?broI$)}u^e>o~N+t$902WaN$lzb;A^6;DL
zb#ih}322usBy#CIPn)%#o}OL+EY~*gWBjU`+q&%`&UjKBKjvAEO>zh<d{?rv3tGD<
zjwClf<CP~iN~eHaa7q~D6?lnD*#*yF1^E%8^Wln1$b`(me)AQ0fAM|&nwB2QN^4xu
z4lwK<Zt$*ZK6Wf2R%zvG7EJ1$juRgRZB%fYjy8#+Fqf-AkzII9GiJ9o!^BN-8o#;w
z@Mz4jA@+01$#^s>b9nn{y$cyi*WaI1S%Mxzd-Y%&BfPsym0*-(&l`gCVs_45^i^gz
zWR(~4D)5%7ZfEzctna+6cT#=+#{|i=VOW%N<vK3<?*k?)qo8c$9vi5?a{uB^9$X&^
z7}(8(Le9*otA@E5<BVG5EJ(l}V2<^Q4au5mh$DM-(Sd6At=Xev&+f`)oO2u*&^xAG
zn8w(8Ls`c7jCptM))@m%_peOdSa--R!YqkstnMr66x0DlP@@4QW5TB6dapt!{g<bZ
zQZ97$Y-L(F546BCp%MywTYyK-@WiNFyzbDSGJiuxMIZm@--XIFY%%z=s?O`QBKOAO
zg1U46jU6?z_BQZF+m1GlO-w-U84AlqRq1a(cTX-T&EGOAd+BqEpjB!7DBP&`*21qY
zgD42Ref83uUT^N~Bl)S?q<>I?d)>mU*NZh)Up2X`Cy3o$_3zb#Aut0U-`v?sMnq3j
zoD+Txi}Yy3qgPKHGIK;|x>x^F1-Ad@|HrvW@K114btU&18{wD|y7hPG-G%GPGmp~P
zFv)k#gyUBm<dAw|Ke5zIwrL{FFo~1g>5<;$&PU)0p{CR2lK^9#sE1KW)`mHi+R`jM
z1P%!e7`E2S#Tp@rfRc#A{*lvCHh#z6LEwcx#DsOu%E@&`+$j(A<vS}-k|pJyYs-D7
zw2JIgbMBMgseJtDID%A~<EVj$*6<U5)>rvvWtl^mz}PEmqaN^?&4CeIbp`H=m=FSb
zxsmU&p#iU106<(xT~ADKcSXnk*f`1hqry1P8Bo1#q?-oTwE-=wIe?wy;^(tk(S<mi
z^ZNI(HBS5zy#1Y0C^@$2k}rHgmn+}{s98qB^aj;lQns(}pUaOa^xs6TH5=rt|7sJ+
zX7j~K0Kl0LBzty#_WdbRA1*CxFtufaveFJ(xGj{{p`x#EDsu_<3PE*-q{rm{9?rI2
z%voX5251hlC1B6xcQMJH&k{6Wn=`muw0qx?GANtqWYYll;C01zFjYn%h#<&0Gm>Uz
zvT7NCo3k{0csFrf=;3MWX}?hBZbR;|jmyc{@CcBw4e(wi+aorLx7Y-RA|0|uo1ugq
zU-yslX6^H5&wNZFCz_1z!A39qEN(yTGYB&5&lMlThQOfy^m0AO(3sEeE8U-cUGF6;
zIdnY4Qk<q$xj80uMbUl;>zHG4YHFT9l<HD?KWZ*CBoQVzzgg#;_!Nvz&kS0E1TY5)
z+_iZ{a~1?+*A35}Nru>YEx*@AYz!S$qa|b1XhkDe1*+!DeaajTqqIY~D*~(D5eo&>
zBghl$5qr>PI9X-akvxalc2eqx8QTQ<kO$AH7(4VnI~nY}S%A&6|AWn&k}o*snF(HS
zdS@jjo*dgCqT@%{#$e`79f@{BSg&4;h5_ykF93P!{8ZW-s;&-fq!l)5K8~QeV?aNg
zs;3(*@@x;e>o=jJ0CiAr2KU?ymrL6(MqF}^o;@zGvn)wBsk4gr#t~eOvQG@vISjjk
z#~a@o(wBcA6>9z0L}*gy^0Ccx0i=e5e*}CBfTMKMN%v!oji`>FkP?P3cG}MSumNa>
zfKhC>m{L7p2&CYmlV7PNP=_Q+xP=iG;3Vhs^#DoT30RAU#y=5=uuqEV*wy>;3}c$d
z7Y)-4N6UX)PM31#pQTzOR@|DpBF7b66ZFiY!Cif9(TgYOlBxDdczHD%Nx1U<xgLd=
zAOnbrI<`;-4N61fEutcPY(3+*L2nPvcRv@WR4yYnd||&PCNWZF8>z#e-=>dfkQGix
z0n%SVK|$Z%8S*cHPZ+u{Ogx~*6`W_)KcI=uS541T-^mMqMPplWLr1kUNi=a~rWP&o
zc0rj*u9|<eX)d{H8o;;h6%yyvQyTyKrK=NF&N_LFXBHsQbkYVsvS<fCY@GiewGgQn
z2Vh-n^|3r*zh)Ro!av!4lI)s4Jy;F4)V2<l6hM{HuWvj;6}9Tg)qBm;EWP!24_2WF
zJRSkfS6*3JMphORDB}nzDUqPdpW}5%e<XpNk59`Xo?srBr6A3zybczSGHN<8G05iT
zW>jo!KLE%%9TzwrU}7pP=>X-$#ld12lIst=okqsTrQO^((a_KcNlC+z)<`|UsJk;I
ziMu^6_CMtx+yP4A3pEm7&J*?Y1|ZX7@47r(js)fh*z7^)v%1qjvo!7Wy+ru3Ly>VZ
zCyoIB@xFi;Og-(ZV1>Dvl+pYjA+q_15l)K?MUiwO-x|N=Js}WI`Gnml3MfqGd_<X;
zumD7kv^GE%++ZsxP|bzbAKi>3Gw6M`BVsr0GD4gKjT=xoGXVQAq_h^Go3Aoug8<2y
z)wu037Cv?Gs20DZv5`?6(3xh51<@jJ0+M?S7!pX<X#Jh2{pZj38UPmt%)ohB<K(nd
z#^nni0Lla8Uw*$@OHVHfFm$Q>I?tW?`Bz-g8I?1wJcJYAT`^uTpk7~=$AcTqZwdWz
znKRv7`ffUY<(i<T#tsIbx~_>M*#lh_|GPGds}{fWmpOiWFTlG+FYO@QTWRG6MPLlj
zQXH(dlYz{_k%@^xAiS!x8YT8TUNcS$$b|+_B8T*^Uq3<-ub3?W`T{V~m(|gE^6lF<
zGagE$;t45&1l7tDppQ3)86u6+3=Ae@eUy}NiAhL^02}`Q<Yhn}T6=H<%pC`ThAIJ=
z42+&#w#0NY(Tkai$?S3Rxm8w%Bwmk$as5Vbm_Wca4<)~I+|g=#|N8p+p|P<NBMGBQ
zRupI}^o?o30s|^b`7b#d%Nxaxe_9j2%jO$3P$t7>gG^)Z4BjdZrX$%|03-j8rp1we
z`v5l@@?*%LJY8)lk`irBS|i$eIdlAAPjahj&w9ghvoAa?PY%3iq~sIWF6pQ3fI9W=
z-(O_UiHnJjw08nb4*F*Ut@`xHe@}e0edPDqeij?7Wog7vJexJpJ#zwvK^C}Wz=g~Q
z?3756(bY9}$u_U!0wIHJoH!WYfg5gM`xiJ1L;x8JDFy}x^NSa~v9G$K!1eTiD=q6D
zPCdYbGpD|UGP>a+ho1m#e^GyX{R1EoNXIhd{BO*m)9<_w%wfzpgek6E>)phF!Uhf&
z{C^{`=(lelyn(5MJA;j>?Ni5$)EXVMIgojF3EA-){JY!;It7t?d+$NPtPk!NP-OH1
zR|41<K-~=gXt;`0mbTX0(@K=a1~&{l(d!bo%Yq<T`eW_mvxEEV{a4f?K7=TFGrwwm
zPJd8J5THCHAVA_J(?zdIP{bu9P?6#4f4YF6A`}?<pq6$xbO6`{`Hgm<aYZ5$U%#rM
z^nm&T%*)pGS51J<gw}8ODWD!b0ik7el%OC2Er2<2ZA%mW4n}&tfR2=P=l^|tZsacE
zZ2D?raNk7BYWZ9S><keE5EF)7R1{!t!tV?Y3F@)BoHtLkLAmz-iu>|ttoygyyA&ZL
z6{(1nQe>7P3Ly=m!H^-zkjRjENQF=&l#(g&WS%3lqzox4Q>M%*Get6<{qa1%_kDls
zylb7a&RXv}_j-mu+-~3dGhWxe_TCqwNX7VMmPsr)KSnJnB(u1|4hFxBFGxF1x64g%
zoa-b?Bp?k*ac%>B<pT8@D$aLF9BdougP%tovp-@lbMNER`|oGAt8q&$<C4<<#7{=y
z66!5y^CzJSv2Z2^$aMD{nc3KU!BIRPWz~}P_Q!sYDfd7^@w@Pbnt}ZS{1eYLCkt?K
ztswIF`FRV+A+zSRZCCTUscU{h|9dp~h0Yge4h@$lU!HR{c^>Df#U3C+rx*ns0&><}
zH|pnRre3ELA)U#BR886xxE(&Y66gf*=XQQ||E*UjtU6eqB4D^^c*nBs{JysAwFtfC
z({qZ6&^6iEX+Re<O?A=Hy@mh1R7^OXlE@aCKFK%N=hpT#%VG7FXBd{JEY3k_)2??g
zSiN{~P(w%O4iOGT1+odrznH(Vf+_=w@&^wdJcULJr`n;HS39=0{>F7-Gd-+b^Al?F
zyP;}FkCs88v4#Tovr7DEwTM(4)C8~L@<2J`kT}8P;ApSDyEpb7cxV};U!;!w?hequ
z{>Ru2nhAlHM+Xo4;0W!4i~q*sHVh05Z<`G~0umB-7Y=rv(qvuT`^k2dEOjM=(%_#0
z$8rVxn3Gm*ZD$|zoig9Ok-yxZ$@r|C09-`QJWBm*y*vY{I`T5pTQHi5zw#F268jIp
zz-V22VMDUW9G;jzTXfZ`RbRGt)z{UfSETUe(5%l<p1N@iu14(Q7Q1z1rKH$V=E;`n
zEcGab-c@6va%d#+ys8>aqJ(zzh^Lo344Itp@OrtWz4?`vp+eywv~n#r6Gyh0@Q-Gq
zT40Y$ISiXQZnKCKEEFHS6Gwg2Y)i`~{_^uZxlJ$khzq7am{sB0;MMo`rlrR0J(2O4
zl)*B_%q}JOCwE#o<n>lPPE?FCIi4(JuYZ@(U+IyOp02@W+r6ph_RgqT_#c^+nc^E)
zKiK;W7fEo*dvGUn3rdQiwl=j7Py6Ed5bW8SUgXr0#RoOBBzhH6mY#3zTjS<$#ua7L
zcY@q$;H4eq3;(SgwQsIS%TC=6z@a2DS(BM+IQ@*_Gci$wDQ1X*eTIGW0sg%VKIz*k
zCfa*d>eMP>`U0jVHx;)~a`V3TgJSgRE2fRpDK|>fOS`O&{kRY-aX(ldM6s+Sn(w5z
z`uHhZa{uEA!)+q6Rp;Lii?LLHstz4Mnak-))%p1m7UxWt#>RfAmqROsgqrp{m?v{=
zPv9sTk8`Jb*x`14VM?>+TK@9^`;D&3E$0fDcPaN?((pMd+@QE1`=^iPc$n~!NmHk(
z!sInSwyw1Fz2+0Ysk<ruCiM*%?RM2lkG%+cE9SB2CiAB+gt58o>(#xg5*!dfSv$_b
z%-DOQw^qK#UwT6x($nYN9OgxmYn(F8!XHosDpgONn;QF3ylw0V$gC!dQrRaZO+X<R
z!k6&+<J}#?9KHRZ+%^>HzPD$H*p+;KzKxf=?o4{x8G1UpeSzMywvFeC)jSLhW6I}h
z>*^faN>*H$8f*-;M7+}jMXQ~;Ynq8wg>vIsaa9}f-rjBjrdT6|xx$l9>ydo`j3E2L
zyKMW`-Ghi20tWh7-vyOy-==L~%H?P(aNMPmnmxQVarDq%xW7qEQegMvqR4k4*J%qd
z5G!Nc&wpug_#Cd+?ENn2cI0N0vXs@-vKArh=lAa3-_>z#b>rgKpK}(`bVlBd%>gDm
z?p@-vv9a`xi2Y>tk?+|?6h=)ydM0orXqrxc{_H{X@aON}k6xUdvTbbs9p^rVr~yWn
z-u-`|4&5m^)06n%By01Q$SY5C1I_oJKGBevk+F_Q3t>Pc`N<YmI^}74h2x|i=~UdK
zx;krdKRv5lk?*|R&(%$v9DoZ41>c_>o95#qHz(vIhP4rr;vQ;{ACe0ulH;Yk<z~)%
zvsZ^5zqr=vzghJ*Bj)?6JuBKFyk#^#A3fz8p*iQu_sjj;W3eW`g<8p48fNB1ZE~8a
zPmD#<LADZ|R===ig~0y(j!vCtJ(CJtI>W-kv@$NNIR5<I-9nsG7tuVE(Xu8I$_j2f
zO;v$f{VwNgJ0?K>sX%4JrsoaqC)@qSzt%@N_0UpYwON%0!0-T9SMEtkSGhS*DKjpP
z)6M*u=|&KvReJp(S(>^<yJf%8ochy7OloW(?`zFb<C?x+o5t4J{lVR;C;7AiSF-4_
zNhwseYQF4{-!rncw_H52p2y|q#9>RXTk7*`Q&{L*huoYhBYb@ulJ!^1&d)Dy6Fs$W
zs-)mQy<YOnI}uNSmKyq3_=)n{3_>v0xp!(Gm8pnqQDzWvXeYLxGo4F|rXpGs!`XEg
z;Zqqppp&`@-YGW$pAR-BM<)3!X?wH_O*78_8Hlc`tqm>GM^uC>J@Bw6wPeoH;BfJk
z;XBtSS8rVHu==36QH75Y9UooBkG@?;jU`LGY~vuFmrQ-Z%d+J_`<A*Zii&*);X1WL
zQ1IiVmO1qivT`)%N{$^nMjk-N#FLhuzC1a-WH7iz_s-qB>bkna<FjRDWhX~E>nfR!
zGK55+N>F=mBIXwxPnuo#>(!)_hSNZ#Baizi0P}*z6$<X|?i0A=xrBs1C1#2tF1`Qf
z#B;r&e>`D=7JeIAQ8jG@GG_9TBDTaxExR?gQAMs}viQu&k>BUO{|1%0$#0w7OcXP7
z(38gGSISyikNa(|UQLU$CoUg>3JMBP+#`vpnbw0j0_21ofVQb9KrKm(qN1X5zlg!~
zg+<Hf#Hmz0trn5IANRj0tV^($QQ7%6YOiaAPG`uN|Boq`t&+B@N*8DM5?3aR&JsNh
zqt?1QCfFNp8ZrOtlNphO#v)>RENo1dm6dg2ATQU!&)4@AB<sY6nQy(nh7qLXS*l4A
zW=)*ut#aPCtQ?4MpEj9Z8&OFeXL}$o@!IiqqiJvVZRY0I$adK{gXAh(ro^`YPMm#K
z*5V1;z`#I9^Ugwt5e>Ia)GXl6ll@++du%N5$lXmb2t*v3wDgAaj}>>#uBK~J<cP9U
zw-jZcXfcg8gdUkRlM~P@xa8P$2pgH8DAo151KGvsU^Z64q9${5<jYk9@118pK<P<1
zbL3t}AA+`*?$Te{Za|c(FnEBa@#y7`x_kwFD)xg6uEMfk8jnckc!bC^IIBr16>201
zY#3v3WikO$qIOo~AV5D+#;e1lgGeH1lQeGzBIrKP5g#94ZYJ8gb*u+viF1G3flOJx
z%eO+l>`l+AvvMC6G;!D`2cdy+<b$ZF(O?0wrZ}FsSDnohnOeGUPYcT;bMu!T&7&$^
zS}ZJYW0SisgHyJcU0Y29&)kcCp>N9#4*DDXy#BD{nMxN@5Ki))qMW~Nju#1u%Xm5Q
zYkKjejg_)9^|_5b78O40T;n6stcGcCiP2j=zi?tuqFPUn%`HoHAi3QBMA|h+F<)Qb
z;d5{b``?uw3N&StMDK-#wXY77GdNz7obI|f@2p$sz`(#Rx^7=|WMlx+46Ud(I(;~_
zlDrb;r}Q`8Nw>mJ_ArvPt!de@a5IYJh>xumw=dI@HIwA%T+B0*RHNPP^t$5>Fh#1D
zo!6!DwTC~>^6R{K1zS&V^;jjzvw;W?RyaGPoJ!u-3!DQ*r4^7Qy@ILFuGzwn@Zx}Y
z4bR^CbH~)R)P3un;|U=A`i^|{klyZs8@KMP{8U;Ql&Mf9mAQhaS{&@IanYQ{lJdj>
zjm+69^D@hI*i^q0G&MD0TlKvuHGJoei*T%Zb~7+i+VNRj+^R$UY+K;T2%{10Y!hPm
zVw~{_^4{*W!qN5nN-f*OYkEWZ&p$(y@~q7RvGzEs-YXM|vQZ^FP5`0q*`xr-R`Q}p
z{8tbLVty2c^0AzUEO_`UV?Qkp-?+`Nr6(~yYFX|6^yzk=A)E2R!~5p1aNYa1HRnq4
z%(n?PS?2>fxfXszz5w4Ev5Ma|J9EUMP@+9xJL20h)REtRGTfN3*EH>%Crto~55Lwp
z_|xQP;)eqUPG4um&rG-Nghp_nA^8=}vMH5Pm(lQ-Of$GmMA{k~8*Am5KkWYlATu(G
z+5w_lqN86yAz;CHcRBOMjc4O^|HE)X2$HQg_{#h0Oy57giIREzV3LxC#@mDa7tf|n
zkwbX`hS9zFMThjZOe5vv;o=OaojlyxJK(oXZF};Y#mkzNokARH(+Sd7{G}84_4KO`
zi)`C0?X}nlJ~Ha)FJyJ7gCgQSnehZn#eSoRVs}*^i%i|WdTOMN71Kg}N>chQT%UuY
zqV!{rgL#RbQ+HvrureWnLCI{_o&V0e;qpofF^fpi&K_KA_XKhWSTbzFWklhlIkItR
z`8sz4hdFcrg{K=I4*A6gfA;+~W%I#%7|N5Asp+||;2bc2GyG}+Enu#PTYruJ{HaiS
zeSw^bM(~I@VE28U$@|A#=OuW3#$1wjH$Ba*(>}WO%SRiXfK75=7k8ADj<~vsOmFe}
zlh3PAeO_gu!*BJ<p?a%FzP<^v367gNDT2t&0rPJo00qn?kUZap`uj~q1^52_On|Qx
zw6!-=UNtwf;#gErQSq&xYc$Vs`tjEzVw4sG@Cx2fZ-}1vYDWP|ckHln0^7*5>{Lq^
z0=?JA_80R!zC4MHr5j5$R|dxMZyxT2(a>AEqf=o*Mz`xdLiQ$JzEep%vg^W}v$W}!
zL?s4Cb{IO2gZOu$G3o3KU=g0w`dDQqa!sooKduP>03cr*lA~icuQGp^b*kQR)BS<s
z9}O8SKs%Fux<qR=2lDpuuQhS73<_y@>a8V7EsJxe=veVuHymR|U|*2XhS<1<RC~ck
zqGm(JSu9jRY@X`V)~Z1ud=V4^JgL_(w>1=G8wbMNyr&tNJb8w5h23YsQB0nYk&s}8
zUw)`AYaqRwirI_&Br7+RR)o^WWZo}bD^VDlo5>q}R)9hJ@#9CH!w5U#Hcw1sH_n`L
zKsbiNN0|hO0jXBL?auiHJ&`N-cH9i4bW*;%+0ivr2$|EprcAE7=q1Z4zTqf;+~Vk)
zl5F$2k@Yw{t^u8)N{G;(MxSB$yYaznA3m(G8PfIg^4cygzG-20svL0KNYt&<cM!kz
zfd2IcfI)^)B_nau!XjKlPp<%15kc#&Lqx?cD0phx-Bma;eS|u7Z{_Ci^<O5W+abS4
zuv38rj7*q%!^Vx0MUlweyMR!<-R9WNWi(=u{X5&u>WgbqxQWpF{cD@W@)_C9{-zP#
zWO5_A-Q@ntm)p|K+~?iq1$nNoL8UVOnw;bdhM2k|4BE#PDeJav2tawoG8E-NW@hyT
zbt@`Pf}`9I4(@3<^pp^^r$?q8o!6{g`-cBz`z`SN-*&q*!P^cfs-u&;T7BkW<$ZbA
zSA1KP)y(k!bZKcH5976-+ZRymo@^|?gE1kdDlvyulegePJC~w$6V^~+=DQ+4S#+8v
zR!G0#-=Wh}Y&h2Fybxv(Ro3L6YOnwDw^gpDufdv7CLKnK7W^gj+kV25s%}V{sjW_1
z?rUa@in&nsz;T)RpXK)YObty%VO=|f-)}ChQ&gPtEW41gR^(K;Qml=OExksd%eI;A
zbw=WMnHtmW%0Fono|><KqQ>+ck>#8776&|w-fXcdx{0N(U!l`d*<`90-da(=E_N#O
z`uDSQqR#_7+38E_EOrO$sC?MOB5mUIdBV%rcPnWL|G#k&&gyQS$&e`TB85qq9nm#@
zGr&GBSLSr@`&dBQJzzEk0W7~Xm}#5SzV7kOweQiuj-7|~PD{#_EZA(VlVl7~GWs#e
z{owZ4JO7=^!k3PlgmewOhO}ps{Nei6GRe%b6fN;J%*@V#m>h0l;m?D@jt2B0MTFFK
z|8%Hlcu5g0GRJ5Ay6iI<KQEZwcHg}Ao*;XGQ(uts@Vii7sDX%Y4hjhby{Bucm7TsG
zy5u;yl+ioS*tl9YZG%CX_cQw7cLm(Ny~R{x-FAzY-SC`+&0<dioDTdkY;T!9iE{tr
z_q%FJH+8?J5@N{@rfm|DHK&<7Ko-&E938V9i}lSk^AD<b;9cQ|nGSV0z8@JW==OE|
z>P!RmXnfZsuDusmni*lAp-4>p?Y^ISVcB->A+x12b<$ZQO=j1X`e~1w>@>d#4A-`g
zd@MkT3TBYiy0NppX%3Et9hvs_`X0Fh*;f++SXpMO8)a)Vlj+F{E&~N&qgdd?L`T@z
z$7~z5_OIU@j^svTf5O`Pq&4Y5swXRQH#y(-9B1M%om<{^>)zwmr#_VKR})0}J4G(H
zq{8uaXEUdSXkl4E&ZMmTW=;otfZF(KL7LrRkwtf&RL)Rtz^{L$*a{%P&re3)0gRqp
zb6P{gdT!+1D%}Rf0ETO>!tT229;OAli9#8DN1>j(2@I1<N|2qhj+Na9^=t2$3@3@^
z_l0ZR)vj=6zrEKD8Jn+fRUz!vWNtN7#O~c<Vy^0~pLL1$`r;qc<Ql|M6UdV^&rY4a
z!(LeMrF<vU&8svU*t8}^W6uXvoZz>T*LUXNrb=OYu2joRH`-X+v#w?^fvNHsH}|ty
zFL1f|(vZY4-@D}ZWfHcmq?5(18diYI0B2i%Co92%3I9lO8pqS;R#H_nZBO6F^et)W
zy~)0rD>oan=F)~w7s>7lak3UfoeIfT6<>8yp#b!kF`vxXex161>S=^$I1b20=-KZp
zuldPTo=m0x7LtN;V7a&Y8?Gzsj28L=bAN^7Yenp*+0Kr5HBRCUo;7-U<Q%7dz~#vJ
z{6cohjrH!d@R$9#J0WQ2cdkt`yG26x=x};g-zaZpY}?1%@ZAV(z{6f1t6-=^<5_*G
z*8tRUv3GvR^VY@f!fo=~5O26unl7i~{c=5n3q@dbu;-O`W&~?JU~uA1YO}26M;bK&
zY1XS|O(%++RowFmXNSw;9P>X8J8G7LmP#)$gnKRYYsLoPvA5lY-kXO>me!R4V_Nf@
zNi*q=;>os05X<Pzr`8UkzL_$C)|R;I2H_M|Wu!vO&f~Rnw?WWST@XFi3a3jkM{i}I
zvX0J^3t`|$GWq%WWewMbB<vZF$t|q7IORtlprC6OL4QRdZf(pBrIEDz7c0^7l#82t
zQa~m<r1JiHv%HtR#R3UOclrp+Udp=*y@`-bkD?p+(zlF9p#(bqSg`DeyEC_#y`x5(
zo>AtkN@{ZJ;;v_{FW85E+nIB2d1G?58x$f%#joC`4wGyp>=Oc8V8zV=+Gt*a_-IV?
z5J3ViB2T|%jA&O1)X2}?Ikv?^Pjq?nj-S}fX<m3`U*)ez^O}oXNheU;1$7+L%{f@W
z$GhHe?|A0Lk93d3MLq2f6Mj(mR8no&-5-!l6O9RA$H)s|Gc!(Zpi9HD&CyBDoU6(5
zM<RzBtpMT4XnmBot)QXejI-6@^xMoC(ddmh>1$V5q|EK~K<gV^DqB{082s5X2eGDB
ziJK%kXxv3&&0cfMzRam;t`}_c+kGRFt!6T=)5{h;aHd-mN{Cgs@b415@dZ;3vx`CW
z_eHM@eA1M)RzkXod@U!a7!Z5{9N~H;LAlv_Xw_xUc5SYpBdEfBJ&dggUI6zqm%E<f
z!Ii#@{uQr>Sh;~X!eE$)|IFRGV<!#|RW)Ue?nUhofr=csfR~*4fvX$1Pi;iuPB%8?
zVA)#bm7Fl}A}L)~cJ}HTY`6<ZIaE|tvs~xQ?cM8#KIN!u#u+zmeKi$OY}JK-*QBxj
z;7qh@<he_G?{Mpz0;-Q3b&~hmO7n|rhxX9!NlOSl3k_vA%KPG_v8V{-6sAsDLhij4
z4r*rZFUCL3fCzk^m&FV0BQiyV&j0bxpdbo3sB){@$sq`VGO`Tdmw8bXPRGTCx!$G4
zu_eJvRqK3mE$ccaF>&vs4sL-P&pLiq__t#~pCT7wY&@E}GUuj~<M+ZZPHsCwNAz|%
z9~5J_$`^Oy(iT$mo45JFRC8sqWHB#$B=XLvW{S|GsOWpHC56hL7FhD-QQkN#)fRRZ
z56#V;B!_z|=^Glhpc8~wmuTkM!$E|9PMGv=?(QRWCMx-N&BVhqjcYa$`1gSGWSm(`
zRh7!J*>*?a%RVWmU}(lhj}<VPPS$nRoHkI^iJzw29-aPHA^}A<1Fq9Q^Kg>cW&hX<
z+?LFtNdc%nFY310eCMdw`&3Y6!y2xqS9RWZHPK4Gq`v|mCPh_pz{uk;*fgI{p$v*{
zj~-i)VP7R~?ZSyZB=V@4eXg%RQnNWgiRj2X-F}|vAKr8G<QV%Q<5#^{29>0G7VWXv
zV)BQqc<fO9#^NKsn@y^X8$%~1dRsVy)bFbgOiingOjtkiA^+-~W0kzMX?W$Kukzmu
zBVf;@$8K+9X-v)&KS+p3HI&$^gM(uOYupD99}=@(I6;P891<Qs%n{RY>Q2MY#B+}h
zcJyA3f4Ky>z!0$EvtF}?X*^IYCXQ{U;n1Or!(}?<*$D}2NUteCg?jO>0ryFQ4bYS{
zW!l-?91`{+YRgOpuUV|9iQBq`V`fSMEDa(e8*u-<JbL0pYLWABkNswZ8w1CUYRyD1
zRtN8VEbW-47cj(!TbhPxo1%qAO57wOQJg0LC+A_ej6(cdG|BP7nyQ|2Lx)o0!K@Hp
z-=b%rW~?^;>VoiYEtWZ2_w;t=L-&oMWh2)57kPagD+{`|0=eK(mJJ)ckmJN44L5^_
zI5yEv8j%QX7<EmqrPKA{fKw>SbY;lb3=1>ZqzA=^TD0>PhT04TzjPk3`W#0qJ3p?l
zmNPBthmM}H(`#!UC7zxSFC;9f#btK(mKzoNJDKJ9nTJS?@RQ8b6g~rNlD2XEf6#2E
zC)nP3=$_22FWWp^$1bw6vi8EKP99x|ET|6x&bdVluW?|a;Fz9W^mcfYZ}BmmTpG$H
z6O-0$zff+;LvI|o=XSen{`Dm!pN9A6$=8>}4dKloUK9R4D(LxW;!P&CR0(xUdHi4U
zHUTH>-p@RBAzhE~eT0bJoo<0$waK3{PnurPkQBAF*bv0{5Q|q*xt8d3qoRyY{61_Q
zexY#if)(8qDU87h-fpPrL)uhPHHhZrK0a~}bibZ1C~)G#<#c|{YT2R@iDQb2gC?Tv
zBzHjxyBk>Y0f%8WtZaUXV<G>ScFpID^M?XR?Ai665=5?c0JalQRFNJ`!A;JS)x4<O
z2ebE@5raMhj|H)kh3WG$0N`f^hUFNWt3zS%)g5LURrWDPLGp22<n;q{p5`W(z>S4t
zr<UHgM5^7Bb1Glu&5GF77A)5@2MzpzU3&)X6R-uUOGe=BV2DCF&V@?>&B$Cy@3bAt
z_lR%iW65i~W`F(IF}K)w8#{c5Z^z9o({BZ3N){&Ajn$%L{4jDXc%K5=a|2J<yXQMI
zEXL~OmUQjLKLUs91_@+lCM0lVQTk1fL;$<kGG0SiAgCw4LQeLj%4>mPWLV>e$j{xW
zug}~}3Er1n^LMqP4^*JZP4bnSmM?J4J$!r`Jl}1m2G5d1EcB@l@FAEX!cg6BD6NnY
z3|z_$q)Oy40X_F&F{3$ZhZ@E3YUuq-!eFJMi|f4GsHqIF`UCcZ8>UA)?t=BuQXGwH
zY|p~)PGx!dTOYE(^K`sd!ZLQ%i4~Qf&yE`W5Tgv;MXqZ!-c`mXWw)DpEgK~@RIa*p
z*wQR{&k4N%k*B(yeJ;e^!l&6(@LrL3mtF2!w{^@xcR`zZ2Kd#iEtembjy@fQjz(~B
zWVEuvU{}?q6>Vl?Veupw?b+mWq5bF<MF1|4VQ4(dZlH{A1aua5c{a0F>U(puRC3;%
zh@4B;4^ZZCUUgfLs@3kw4xL40&o*Xq=v$+O7#C5rxn^vwa<3;G?0TTQSJ58;{CT95
zcP<7sU$c$^G2jkc6NUXw)%&l#*vV^JU?oY^U0t{WcYkKhH(pXS=Mt@`1hHynvhNY>
z(NpdM>Q|gPf&5||fHBU?=M_T`Q`<X*69*wi4w*F+INWFzISB!3(~dn30W+c5po&e1
z4Fo&_Pg=;b^@UX1dGu<7-)!$GJwo<J{nw}I;TFUys<=j-#>;3(Cnw4cgS_bBIea8(
z!Ay7;@S&7?5isC#&_`Hdb8ehf(3$IfzCmnXpDliP-{X(kBN(zP$E~&>rea_;;e4T^
zf5P#~+pM$g55s~R1ZjtqQ!4{aJ>I}C<?P1Y+_pP2U-dzOFOWiu3tdxn)$0GK_BYYG
zoS{XA4)i(GY2qT~6~H<{G##FqZF=wf3$T@ShC7SY8THf81<5lH)JB$r%XryYU?6WL
zlyz_k;fr#cJc=#ao@n{!&un-9;{IOqA7_UPifX3m2LFt>`cI5h7=c?0qB6K)jg#i)
zRrDR|4liM2e0)fT0hhg#eO>Zs8e`CT-v!ymSpq(;KmC8G*C&XC_x-1bYr*=u;W$-b
z(Wq93rL+O8+(DcwNvA`EAl6df)gz+=U-)leT$?B(2Gc3nU6?0R1r_4rZm{#Y<Lj%E
z1WZC9y_t%FmGTj;)So8d!u$PWjAy?yqV8u?*LYEXH$Mm$vzduX&b=aX7P_8;*QV_C
z>&--ggwl}h7;aUv8SDNmgyQB@!8e&I-RuYVM!Y}hhszbns{V_VC&IFC61Wb<-j-UI
zfA>pQx%pN=R=!oC|FZ1NI{9+r6`hw?0{|>EXm_@O&zVF@DP=UA7wV!8Rtf7wuYYmp
z>LcP!L7Mh}kpwy^6HaRekk14XlN+dc#<-<S=KhS#{AsTXey94O#708w()olKM#a(3
z+}NbT9LavZRV<NmOJfYLTdAJYU2aGS>Yo6|>{5D&4*7$dKuxnBYBFrSX0ObaHv0CF
z{u|J^uc@aFUaauR8m>N`S6aV7*Yt+4O{cWys7EH`J6Z2XMKeP1wQNwmO5{D1o{%%)
ztE~pt5*@Y8f4cxN2R7!6MITzJ!E2Qu`^p?e<YD_H{=IvXD~5$o!J$~=l!G3+VsiFA
zmjVGQt8)dg>Rd3Ya2hiG$ey~oCa=)dvms284Xybas9of>R!WI~Pq4P^<J$T7w63m2
zm|Af{LRB|&j(5Uk>aEXOA1p3Xy&AE+`p7+8(boFy?`V|(-GvTEyN|VKrdXrP;(Ugw
zXJ&5hm`=Qlr1Gsp)52lL#a4>Sr=ulDRRR8Z-)4(9^zGYb?z;^{*f9C1(5^>n)>Zz1
zse8z%aDOa&o^)FeT%*t>!CP;L;D3#`5qJ4UoK;shbWUkhy)rmtx1`_s@X@0h{rFaJ
zz=o~6s=`PNlzu@pfB$$Upp(m|TW+Bc9K4>#$@IIl*@lKH6UijInDJX3LuT$y?-1*9
zk7Zu%kiwCK9w1p0Kj$1%3X`sG&pq>DC6!9u`U%CNJ3G_6(Agwq{lrbpWTUQfAq_b0
zPk$|t?)CJPKoqa;&bn^h)7A;8t?CO_K~IX+iz6h8S#xYk#3$F}vR@t@9ppai7jxA^
zWWD2GGjxo42QOtu#EbPEwBgfMqZdGA!`#SgXlNK(2`|&&CX_fbWf&P49u}W8C%4sF
z@z(QE!YW3F-jh3ax`r=FPkB`FzjW`Kexa1#CL+7lsZ@qP4^OYiQ*l9XjRWl`Gtu#>
zDgVsgq<?E9uw;^6Sy@@5&zl3uUeT>Go>ZprLT6QzJG_%GUit9W@(h*p9L8Wwa)aZ;
zqAPy+GtcoTnHKwpL5G2I^9R<~*BgqmTT)w{jFP!*?`~BNJjZ)M^LL?T=XCq(-)}}4
zMt6xljcKx2h00E&e_XguN8jz%Grd)9f7QOkM)a-X0=rxB(xtdYWAozN4gVLG@@War
z&to4%l~vdb{JvXS_?+Y13y=l!_ld|3M*EHMUi=_;#k^?KH`d!FneH8DVpSP|2laUt
zshHU8$~Cs|gd<V4#jO^L+xRc-E}1WX4hI%>;Q*X7%h9Q>FLAjAS5mUQajeuH$hRLl
z_vuw7_%P}k8j{q8W@fw58beP*&2c<REv)K9F#E0;c)1*S?EcY2+r;flUHz7}KnK?i
zn^$k1>3_YSas$qNgq|*C5E&rW=)-V$a@PQTU2o38bZtHHr!5pav+Zs%DvFA6=Zq@+
z6PafSKMyoW^>|$r6Tl)gc19Nsv%oF&Z#afCPVi9e@k|y+@1&t{{jpoE4Ql2L_hHM>
zJHlnv>(h4qRcp|dO!syNyL+R<qvjAl4jwcJ7=POVgK2BS6Bz8idUSQO8`X7AO>7<_
z1P?U(Xx<$X9UX|nsHf-cT?(J6XPBVjt(u`hRb+g1Pba5CQ#VTyTN<<)>VMYi#G0s0
zZC<D3%iwp!LM5dz*|586?xAKBug4MJ_BYDqu5!4;BiT*t!<N0Rvab}KbHCF9B*h3F
z1MQp6BX$5U%FI3-Wydnmb8WyWK=6GLPE#r;Pb$H$cXDzv1HA_jFRq{<rz8{vB;Zvu
znu$y}8kiftCgePvD3k8L7b26lr_+c#%d@p^F9uLX?EPSHP!N~Ylm&+FWVEc_fPKsj
z2Fib1#z1Sg#@(!c`z$|040ms71qZydxF_i>-hA=7$(=NI;GhUl+qM*e#<!J~z5j>O
z0W$~3=x9>GDk@Gz;rqfBG?EqdYEtHJU(qx=9xm8kW;{%-pm;_u!SLLpI@!77nU+KU
za>G56>Fz{FEvvF=SA8kN5(@e63PyT*dfr{8u6gT8j{;HFXfsFu&i-dpd-v?Kxw0Um
zZFoKALmdYt%|y?8&&R@*r+|=!R^p9o7#Tw?+nn>AgTFQp%ICz)bA;6F{<A=H<CNF4
zu(Zv!8zYmm-=DhF<rvwn`eRHkNGHFi(4aU~qnJVA>xpc1c&SZ4dQuw7!RN=rdPdEW
z*x+@Pa38fJ2OkzOU6TZpfV`@%U}0TCrN<ftX3E2#hvsGkpDU4*MsW}}IHyjXqEJ8^
zxHiYe*~dQr;OHiu)X>Wpmwz7Tf?~9_<HoADPUoZk{xsjBO&GMlUwt{qOmNnaS2_l7
z`4KP){L3||fByFP;eXz(f0uwg%dbft5(O{6f|@UO0he8V{l9<ov7u4Ab+kk;TH-GK
zPrV3Pz1QvA+@xMK_q&pmUCE@IudgQMXsrUfM7<#p$X0_Yb|yhdu~vjVpsK3s6*?MP
zBdOjh?XVVwEkU-mlpClS!X3Xo#*&bq(BrBc@kCH$Btzs$9~gp@=D5g+6y4m4{5@!c
z7W(EFO|d@!4mgaI!v2r6c^yd=52^=QIMcL_W9tEH3O>2&-8*@7IKFl3*1B!m0-%$;
zP<5Y+^w{WV`<5BK6{DH>8GD>`G=*DxR>crV=~dO$WpKtO<toC!hW^{;G{2v(N)_Q2
zlVl+!<#^M`CgjjW&x~y0N|8RC+0gC{#|FtS9?LijkCx0`)&6~g=b=WY2e+8C^CS<V
z+1tw;Yke&(Gs%-6n6B0<uq#6;WgQEP(X}?2>5yzpbYuR1;gVC}fDQP~A2n4{OvR2o
z0v4g|wQI!qf1h^NDr7W{*HZoZSU5QY0WGxbYtFSi&)NXyJsi2SBxe66R4*IV>tFfw
zY&CJNgWEbG8snQ{+=&_P1wl4JTwvNmhj_f#cP{ZEn9hT@lx1jdq?K(BIAYDTF1Q`J
zfCnPB+s()K8pA^ZB+4t`Z4*^H0!b4uv(IsUT@KE}ypkkz%f^Tv`?v$>4r-wCXwJH?
zhV&}{O>nsFB@^MufO>|U49RLw8Xrq_64E0yfw>Jy1<zd|W2CGCoa6{-8^l4%qV+{}
zjHUbhL}e(wft;M2%-nGHau<_){q#!WTn>6Gg+h`uEF+)KiGF?C2Y#2T;##U>jx#?I
zF8&tnMoE1J$6m9RiE!9B63$-a;7T|Y0mOh(z+JR3-3F-R+{;QMx$2uYnKT}PQ$$b0
z#IcG3o9=!3MQp$hQ`C3;ds~tX8#Y`(rS!45<rC?o<BE#s{^@O^9l7BfEGVU36eA^e
z1CtdcdbxS)0D6O`lSLC4b#9o)1~V=opzgwRIG9B%-V2_aQ|qIJFlC%@$RN=|Xp*B-
z0p1V#G{^%n0Z)g9Lij9XOz?-2PdanV9Tfn|e8w1YM`)$QS0|&$r^*j;SCe>T(hZCv
zl+Eax(MLKC9XEm-tj;H4T(t`rF{6gRzJI!9%<0s%VrJ%yeh+9=akWnBimD;Y&p~h@
zP<iR84<-#kK#IvSbzVdnUYnl`kT(V>fI!#ozm@#ixOA>VKLY>vl@tsJ4CATpGzI$l
zwhsWd&XzfO^eFRjKWe_hqvtqzO_8|WX$k;q2Z8M+XE*3Mz@r}K%_qyo1|6Ev{(^D{
zuYlbdV*j4{>_ANfeM=HP9XX_0I)a(5F^b{@Z!g|uUAfLT@xTQh-g^`H5W<@#>=sqk
zkSj>JA$vJ(>dvip?#vl4gxbBJVC)tUP(tfv+_}Ce;>S4u{5G1#5mW<`1|ysl5A}Q7
z;`Fji!)6X=A7XK)2L%dStry@@Rb8D=X{p@n^72n5?ye~JZPMZ2KUOV5befZS09@=t
ze|}N3?FkAx)4R;L)tGyGPEKXAOX+J5!BoL_ylStFX|Vx1d;z_G1kyGJ&7F}$fS~va
zO@_WnHP$g9HGxx(f}*0=`o<l$iO|8|B&r|G!p3NKXtQLKxVqI&D)KJ+2<j0ZdI6v#
zj_IdwS6&Zhfo9SiQ=rA6tfZu>!^_9_ZZa<;<J7bibK(hfb0TsJD6VV|86-(W9F%ML
zN*(m_9mFX_Ctu0ox)vmkYmWB5t5Q)k3I4zgcm(8~rak4Dag;OS*#GIrxES1&sGl}F
zs~EK#CqGKU@?fpszkmNmMg|TQYTbO>)rF2@6&OBr9JA~w*ocXA>ha@k*S*5sFX?(c
zp_qYNZ3EzVSa=a?5FurtjT{1-AV6P)-~f#94a{b!C<M(TG*`k;T(f44^|cRv=B)+x
zdzWd;KLK;-eE8Ot8QllPV4~8IBi{X)4U375^#{<h)Ht0bDEZe=GZVH&tTB5oAG{Q4
zX=y<$e1+qH9QuUzLs>QmfPepCtjrE|W9~<Z*RS7yQesf3J7u}f`3Z0mvVTDyNXg!Z
z15HRsh)wv?8e#=Xx+_ww;qGeDp2v)GSo+;7$9RTeS?UBv)xJ6!26iuiTRQwTWcc*-
zRK${$U0}o<2kY#cE8>)I`8Dk3;fXu>F*X;K<f8G{^n_SglnWT<uVke@2dsp~z`2X&
zk3v36M5v_B&(Eh|Ga}D_EP8o8=vOArBM?QIzEsf&AOJ4bdFTa2EUgL14d_A#{xv95
zECmh20fYS(dh6CXQ=zM0yYoO~=m2`@4s@)Ybg7NvG`I4s3O_*(j68tq%J;U~7#RC5
zmI9vZ{t+Lo1P&GDDRic!$pji0aOW|St%mqa4E@CR1zx*$ZD;Cf`|(vbpg(CDQjAlA
z3_V*$VDH{+|GC3`ssF4qi7SAxk#<@*U&jWOXu7=yd#Mr-e*jUlP>4p3km3n3PcM)x
zW#rrJjrG6(67K_Rb6+4xbYw!=8%s`g`S$mXBt>%~DCRMiJS!*X<?U@FrI4hV6wT{&
zZ@VL(fItP@Gw=HQucbV!>?Kqj_``}f_y221{*|QdoH}|C#hAt^zaj*S+5rPwGoy?2
z5M&sy-3pR8_+Kr$1K9OqO}t5JNp+XXuC2;HhJXTXF}xAIgFh4Y9R?tWamn$d){$8z
z$098IYgFEYpBCyFcmK{Ex|$c3l#ggBb7V+4Zc`)G^+O$N*Ku3*4h;ApdN?07)>+#5
zO$ySF44H3#ZVravf(F5+Y%*eCjja!UoiK(DxXlROct>f+w(tiDNA)Z9zouX%71b4g
zy$q6&O-ehC5=GgKcM}JZj%`fk4AMEXWC=tp;&Q~9{n!b0lV6(tbmQWH`YO87-mj<w
zt=cdBSP#0*fqu#S2smb-l@0o>P(QW3(*oA#GYo-))m=;nJ*I;X*;uB`SL{CUkc@Kv
zEg74co#oS)<KB5j?P#tscG3)1&b~SyH2YM1=z9iz?B51wc_23ayVAQf*SYlilJE)&
zL>#_ABlF_!DXPMzJ2-x_$Z3L`7&+Da#Id%6k54r*iMbKkbSC!eaBB`dr3-j4tG?3;
z68xCCB5u+}+;sLw+spL+S}(){|1HICYn~Z`MS=9aLAuxf^s^Ge8n~M~K#fif1%_1y
znw<Y5eHWr4rhH6L-$BmVv=qLeHo%`f_oPQNWIW(emVq#Z-T0TwL3Hd|;({IQWGmW}
z>77&N-bqNMC=N+L`*F&st6~tO3WUfcIwFcp3N*-n7I+^C!!84|&~eNog#zOpL1de{
z0CE|vLNLa6O~A7;an!t(P=KW8B5;4g`MUAW)8yZq4pBS)Len9@yW8$@vm};5wUh~4
zR?0)xq=|_MoFSmutwC=;Y@2aZ0vgyFL`6k60DrtMbBHZS`u!6z*k-hd>DK@}Iev_7
z-MSk%sGGE{Py;hV)DhW?epx295tolfQ{TWf`V1HxZrxWX-S7`EQb>3Ur6f;tw8ACU
z{E{W`{6n|M0Jp~$!_j&OamouFelWbP5niy@yU)(dT=@1rj5yf#sO`uy$KFGyaPNL+
zP{%$3GdwzU8;wLE%gQeB#~64vb!^<8#1A4MPO@?|OCe1(LCz()>47gR4xzyeo~`;R
z2r@wFfBpI;6?U@Gex!9Hky8SV(bE#)o--zf$!a7lNA;oEx#NPM7Jqu9If*}se<~W5
z(NMG&iUDmLe<DhYLQY`sLtfk9_D+wdllNwEL0Ut9Stfkqi732%WIRF7{&LoU+Z0NW
zMyKm29<Wo5+yV80d9B+xE_+}^XZFa-a*P%IWF%=3tkH1t^r6!|56>!$%J=4UP6Er0
zk6SxxKCHUzNyDUs&|(5}(*=fIp52f2XtzUBM6e0bRaW%!=T)R750nlg?97o>ZOHVy
zyjk^Mosj78A|zh?60($=@VG{IMlbm15mWJqo`@nPND5?Uzwg*8>&Avtg9-hk?xRr^
z8q}f<>2@>_Mx3mOHTDUB$FGsLX5rPlgI?nHjCh+y7!~A&bd!;=Psr>4Z@T$En92Un
zd~_DUaX@bLf}+C^0VFC3$i5qmbR0ErAoXtN6%k<p1^m8!IPi{?ls3e(+_u!PjQIPt
z3?YCn!a-=S;3;zJe8WN|@ehS`5W*^oHY1hz;m%Tn=j?z|nI)A8M3G&%mt_BgIk4|T
zI!R5r9}(dX+G*iS!U9lqKtGG+*#unqUl9THJ;G0U3W+TX@@-&T&YNZ3oFauA3qO)w
z0iia@j&iSd+(82=LizOe_J)V=3YTBsZ@P}=(}22{mKgvWdN<InNjop(-YA6KghCw*
zatijM0(wUENtqfOlhOE+ZOVj=<b}luZQyo9QV0{u$&${?JHY#OBN+^uWlTe5qkw*q
zFTviRv=Y-Vwe6=P1y>YPsBk7Igo|5JC?4|@G@JJ8L;Kys-d_h+EVh3aGNX#g{u(g9
zcNQ36FOgP}sEv}GA@g{8b1YO-U_KCiuQik|J&SW=s9^?m?<ebB6T6s9Qd(Xf8%`$3
zqF70@COk1|M2Q&nh>i|BPJY}NLZJB)<5ARWdGwvSS0my@->s*}?hz#7zM#IhRdOZe
zfXAW?c|rs=C#*~1JVR1mNNdcUQ?WkGI!g}Xuc9Jx2WcWH)ge#QDs<pSOf&wgUTyDU
z6se-i{Ehv*oEuC|Crku1>4w`92hyV(#w{43@rKiCT+-58P`jMLZ{g^ngTGdM^mTTi
zB`HBSCqM|j2(>jn{7a$Z{^_yKKzt*uj<F|VSN0taL_#4m`#qLT@B%I)b4Jf;+)G`J
zng&DxOokj{^=*jmgO>sb0@Y$;eVWXYG};g#Gej`3Sq%Nu*8zO^Q6CSD?w5=e7^t`8
z$V4X8_`|`roI!##P!Am-ovjM$KyfE(WXd{FA+SP?kpI}@69my35iM0aC*4R#?(h%O
zOEFlQeYVT^RZtszWabCtmY8+FrW?p17q9t=8_x(g)vbP{=g<nHKXbA%qKH)?)vG9Z
zKWn9#IXU<1R1&g<X<ZcM2C7;_)bgw!V4cdge};4jDt#DTt$s9ze!YlpLkHji;Q4);
z$nBjYV1%3V9=xJ`fyp$gZ|p`|8z*N_-4AX8m5uxN-+QOe0ojCj4e&2j0fS<T5p9DT
z?=D-{Max+^BVmX>_9U?%u}Eko#w16ZAbahB%ix@CVOQ6MaARaUJ0GR%H<^hxX-9>G
zobLUDK-Ku#QqIOrn_7#>(UH%w%uNewJ6fG<{oKtGpw7uuCM~7}vNUEv?80XbMk3j-
z>BY4{w&B$j2K?S0<Z2keGh=5sRdNu~Lwh=!yq5fcSj2#^<Vd1zaF}a;B8V!?6vvz6
zc$W8Gg8m=~N&OSpBT)HwXl=pUHRzVX$TRz~;~8aTA3l;NBp$3Fp7iss=h(<Q_W$$C
z=B+RGz)ir+xy0lHJ3*+(ch~s}f(_g%wNRucewKMjPssH0)DDsZYN`qST1Y1c+-xf-
z2ySnKF~SVRtr92=h;AWW^M`h$3$XZZe*V=I#QOQ!t@y=Df1ef!UtvH^dPcP7THZw=
zKL)!TN&G)Nqt(qvRaI?mPGIJ%)R)(jda;DVuoejGU4#Jv0*cM-ugk=u{Mj>7M<zB5
z^71PYKYs$RQ`Eens^cs<AN)kIga_7r!yhKEzJ~|$_FzQG>wgl8O<khlTQmOG75|c_
Q6ugceIjNW?f8o~u0_QKnivR!s

diff --git a/_images/piline_hotrod_adaptive_4procs.png b/_images/piline_hotrod_adaptive_4procs.png
index 1fd3560a89bb5d1556c3b2fb256aeac64318f3b0..4d52058dbd992866741ecbc6bb9473bea4eee05f 100644
GIT binary patch
literal 150566
zcmb@u2{e{%+ctb@phQT9q@+P5Ln;|EBuaxRAyWtuk~#BGDx|2~h-8Q|N12kL5+NZn
zlqo}oOi`Jqe>+t7^M2p^uK)kn`aWwt!|isR*Lfc2e(d|UZ`-yXekw}x^t2qb6bgm@
z*ikuE3T2r(g|hU}3Tpf&p6#az{zuIIu%`VfD-(Oiv$p3bif8SuFId@MFf-hA>71>d
znbpO;0-^#!e4EbO+gsa-3kq8P`v(G6wx)u$Da;bM$V%&@T6PqQz!vf!DyK)%mnc*e
z$}u?^HK&NdR!66`_0u#X-!F<E^SZiqE8~g+5hg|zy2FolZrX8W(<Wctu{Mjt7fv(Q
zC9h>+Q5lg}iKDH(>U;3~p}wnYRxqyMmgFult(cuJt4yyLzEF|9^-J~7!8gP2!|bZ)
zJ{$M8PDE^BUM53f`u%f~Uf8Nl!tF=-cIt}vVS8!x-A1peH#=mRTgv_US-ocM+N;@?
z&Hb&74-c<O&MA$i{qxy++BZH7rQyOBgAI`_7y1AEmZ^R-UDCaThYy!nG(IWuW!l2X
z%1W)QtbFzA)o9O!dChz$q2aayi=h3=QBt>9c4-()|N7R~l(kFu%o*;W@=ZbIyDgjc
z`46xzqiW8!e6zP&!n+|==S@Y$s>_!z_tht}NlkraZppPPb=iLC_Z_OOvY8BA+1c4S
zGW)Z-Yj*0VcJs%NAMZp)2K4ov=hMzyfg58NGQ6tZG&?`@eRRCpD)!;SBHl5x<BEzU
zs|54C5)yW#4xKx9?z!uPKvkrqe~CX^SKjx+WR3RgzKcJcvX4}`_wQ$oSB`ocw%62p
z`j?q*z7rGewIvkBjT-}GeO7C!IUYW|e7|MWRr>Y&H{nm$ty?$p^QUY@2*1#!K~07G
z`{}8us5B(je?0TtnktA#@sPGQhnt(*hg>^TiJ8HSzRwx)icLl;CB9$38q=-Yvn(+&
zkwOVmxGvA-zSgoSQ^v%EXZ-t@z}i|>V-pj@_xFT+Z{94v%`KbMI^3G)Xt_pZ=Z+n(
zKE%k{O#L`#qZ1|NPOkj5w|5IKFRin)^A29#B7ecc6}h?rJ5N2<Ea3XRbjItObF50^
zjs>Zxsv3^H*l@?*AmH9T_Tu7V-!#XerfY(QlS@86R(x}VWmo&RZ)Wx5qO+yG$AWnL
zsDjhecjM36@s*R`;-k{-dX?}}<mn#nSWA18OL`-|Q^Vq=R)z`tflGYzGhY@A7v|@j
zdcsVT)W1kCOeqURcYgmKh?S3!a9)#qI_)i9@|}PFx!N1$smCX6*P~EeT6#KJar5HO
zv#9)hiTlgclJ2ffTEe?0jIN`j<DQTab)-xGPA6w)DzAI?*6pvTk|$)2TU+mLbMD>1
zDeb|DSFmH(t~d3`r-e+bIG;a%ZcrI6d{4~oaeZ^}$}5{R3mUWyt0N`Z#ca1yUbVJv
zFs+J^X?$|V;T;PbTdYpb#pezKtd#b-i7%z(rc$$+nVCDjee-*JYrTbK)P742kNGK6
z%B#A>Q<dTMlRvsE`q~N()R_xY+N-4(im@&Z?-J|H>DYHuN&~rQC<+mxOaqN+IU@?c
zW2!8&Aw|oZP2Y{_)_Rd6-`fgGO4|xtpW1&@rG(HgtYly)y|YE0qQ<jfuqBtd^@RiT
z#FqkBHfA0LM(>^T^YhQ0fAVnbzi>YI=d(K8k&sQN9Ocz$S7}X}zI1YZWrs91pH8-d
zo0LPpS^*UcWn_H(Ep~>G^ABUnt3c^_->ILyZ|duRRIF!ZH5q-Xs*$3}O|7=kbJm9Z
z_3eso&F9wK8=b#0QC{^_-Y0jpjG9`zK>4u>Z}9U=LmZUold(r`SA-cHUJRtF!>Jlu
z4jfod`B3OSW8TW3(U^Yr&Fy>leDPrmOKImHaU~AJpEKm?5}xPf8DWvdC(5uNK0P(^
zxo3YnD9HQTDz<(_@p~dx8_D+epS~Lsa=pFXAgDt5-fk*=&pBbG2jbUKb#nG37&06_
zd{{g2I70K`>mSt;Kk4+GyIIz<vTokKokl)@^L6`cZ_8H2pp{p=9vpDIk#_4r^&1B1
zn@C`tSSOW4wNF_VY>$<rE)HDmcNl6Cw*OXJ!fnaCn7qOU$ZKrL&3Mx!vc27a*JAqy
zCl{B8GTzjzV<mS5o47nC&qjzl&^D&&=OieW7iwl@Yk!>_?b;zINTV_(Ta)K#<=rhQ
zA@L!{N`G{0Zr6Zl6JGA^hzP#IjiT1kHAed?M4P7=7r*O{yXIZ{_JM&_6vNurb8W8Q
zCBJreYyDb5OS@-=v!%6_>Y(minfATJ%^m&q$(=u+oXHFS=S6*nsq$cRj&iS)Y4qnP
zED(|^yW|nO@}2UL%CSdo759b;>R<Y_d+YCgvr|h;%kX+ZkEDX7fmy9g{hW=O+COjP
zZFOJRuRPdoxVxb^`o`5HF$v1YUXdEkG*&h?(=jP^pNt4)8=I$}OaBQ8xlz4z=~Dh1
z$JZ?0^XC(m_i3Iz-o61l-vA*?@!B5gRFvefH(_&(`4w)8_^y$oHJmviK|w~ij=V#4
zd|ceJ?(Xi9k&y%qX{5U(2Z`SgpRr3oAiHnXIV&rx^}ilZM|7WX+4=P8Q_UClJIU*m
z7<si+d*;&jwp*ckE-QJ1X&EF&C~pHcSkz~)Q@f+0rnXfoP1~ZGz0x+k^niDNq_X;k
zditc_3tN9FRXgihpQsFDN(=LV^?2OUYlkkYCu^LoPf|bsDV<w8`@%{Q5s|H1w{F_C
zYZc`~s*VV@*vEb?Il82yNEpmfrxni|-86Y6V^?-#Z^G~tr9o`_i7Sd>VPUKbs=pWZ
zVZY6IoHr}KcKb(V=@LKY?bc)c>Mi-s%#R*DBHyvmbx??;^?TwDNs4!uv8&xd`rIj%
zmXNUf+r1<|SIS4v4}*_h^e)xxjo>?GYS*w<^!J6`FSfo=Pwu&5kIP@DU*Cz)%`{uD
ziVH-GP52~AQ^LC=EQfFRM^?`{{D~uvwzjsc{)&#K5PJi~EQ{lYyJ~fp?Ao&BO`K8f
z$B!kwNERC3PdTVfxFL{Ar__F@pZ@5@zkjcG2V2&4)Y;JR;jvPZ!QI+oWNDHo62;B`
zMylAZYlo<=9g1;`(iQOW_xFF`swSDm|Ls*cf-}abG@$e6iBJKVL^Te{9$dgB(2+WP
z?wGQ2<1|%h=lfpS#RTy+<&dmw$MEoziKhmym&iL-UzokC$KlPpW_seg;A+R60s^G4
z(uD{L3YKCyiyOUZ7_!Y4-q&Ya>Ri2k{YDzY265wG_kcJ2s~-%x{eFfBbz9p#yu7@>
zq~?D{Er`BwHA%KSMni&n85b89s;Hb>fk`EYcem%loFg*C63XoC>_}g1VAC^Klb~{A
zc46~>CYwG@$;r!iO^*#wct3t56-DP#;NtZY8m#T?g52sdW26rboe)pwp;o7J8mm8D
z(u)}Oy>+Wz=Ly1_%X9YWqziJnwSz<9H}m<?K+l5$X|sY~@*D-nhnnMaBD7QA0!{2H
z+$ilKv1IAep<4Oh@7h*iaTVFsgbcox-C^HtK=FEaE;iEb$1&{BW627aF71DNbDj6(
zq!T5Wc?950-pW14>dSQn9%in`bg!R2MouuSjXTykfEDZi74!T#`>A-Pk}sYM^c3Ms
z@3|It8k3f?CGI_>$<;*Tna7;VuWuh|%*@Q5yU*-*`PFxMWW+ktyq*?$;?qk{>Ep+b
zQz%cKJo%LGymzs<WV`<Ai^)*5dlrRU+Ru*)xJ9dX;)`dXU2hcuM4vx@X5V+7ae92n
z9|@XUTAJ(R$&+Q3l`Iu$y18qBTN10x{_M(~S(am5?RvGZYhvX~;=FOahrox1VS|Gg
zP#SCE;=G#<@vOMg-lrs*_x!mi`JF-f=H0u=$5Eo=jKcs`V$W5CbPgak4BKB_zT16n
zPuRBBYfl$y>+00<M~YVY-nem>udA!e+v?>UD=83%-P0exf3L9bVhj7h?jL7lWMozk
z|6Z0m`zvQyWqYa~_&fjX`J6Ak<;cy0=H^Ka*}s0-+Z;1SUMkR!{{A_GMlpO}jgG0U
z?X!FK6g6sJx@{X~r+TBb-&{A}LanZ#cJkz9q<F(O*Xa=vhmRbg#=7}xq-u8n6ure_
zGcht6q^~wznWPr{IoonQP>v5-JAQt8DJiM*ZTVs(;sEECR^AuMNpQC?Qn|Jmd=U?N
z+)v<Jzq<Pu>`~XwJb(7bkJ9ipYu0=K2rr*&I4+*R&#uND{}+vm9Wc$adaACnJYA_)
z#`1MEt(c_gO!se;XD{8BQ>Umq=kt5p_?9i9`;#k~n6$i3@cu4-Oj;)`bydTD89n}k
z@9(f&yMDc>we`$*qt{oK2Mll2V%n?z=MpJppYFa>bKRZr2ZI|QzIgE>wu_y;NZD%k
z&0Bs)_~vI6Z{FYcAScIa@aNHdaRU*jem|yf*^TFMwym!fSpIxsSLfY#4mAJy9^VtZ
zjT`>GT`i_iwI>Jg+`s=i_J+Sd_lheuwpTW_H)UCfx=rq0%_Vg+!?gNgdisa2mzpxo
zyvu{OcU6jfxvIdEtQ6{ZAwcHOH`ShCT*i0i#o7}gd@@+)Gffhn^Ac52(t&sHu5tTS
zBY(*(s7#gf{cn6D=aQ;dz+qK5^|*BjZ+M8H{^~4k%ZW>V@3GLo<LO(LarqjbtOvj?
z2socCWn)_EKZ|u#9%<@{UP1o{sjpwZie|cRHWH2h`!R&9tv%cA`}YU>1T^JhR1U_d
z^tEmet?20NH0<4YC-vVI7EfBQHu~$A+)Ix+(sQ6rtfSjXYD_{x!iUd#r}nBN!)}|X
zd~ks6XHR8@zG>Oxf7gls%BG{#>O6|!S4G;K-n5TKMn;}*&gPepkWetM{_=(E+qZAx
z%@*d5kK;zKT)FaVIH*EwmAqxq--k2H1=_rO_wKLZ^&%HJUB>#))sLI&sFYMz(&M!U
z3{!umk~RMQp5wY-U0&*vQ(?U4s*jIOfuyvwbV0L4{|Hyoe_k8Es;sBW_~1%UPtW9>
z?dqnAm1;3By#KzKH9*ar5>6`L3txNFG{-5LB&jHt{Jj%DLnEU*!NHFlqYAuv->Y$(
z{*8Yozqp=LHVzIYTLL8vgZ4kVzOeh$wTKO;7k-CI(iU1;+MCq8^Rqvd3z}!fhgP9N
z=-B&*@v0dK{Rv{VibrvA21ux)F28ovnP(k#_+;M4@JfLtDfjP6CY3CcdBv<Oae3G2
zCu+$Xbx;w`C9SxEM$IH6+fwGgzdmcF-{JO9dl2xuesu!cl^Clpg&O^L1QHck9;y00
ze7O03mc_1^m>6qE$Hp1Wbc4&WdGZ>?e|7{u2-sTx#ORe56<}2QA*)|O@6@PxGt}MO
z-7Ook`L}N0zGcUbqu-@+BXa4pRxXJ6EpAcsr}_E$=8dD%18JvUZlOMUE{P&+r^f=|
zQ%>VEUnlT)OVt}rO--?K4fOW<bXSBLO^$SE4BmMH=y80wi}v8x_oB1Evql0dzV=&V
z8dpP_zMyl2zyGT6{g&pT9lQvDk+HGEXV1n|6#@|)a-jLU<+JXoJwD#`_Errt*36~1
z6cP$DEG9{}_jZkNEpFh4+6uf0hUd#}Z8=(*jA#?v`*+Wn3ng|)({t=gx01hkTbs)F
zjb~ZdzwgOk=+w2cOaFN%_*UZs|9K$QFkazp2}KGlwkC@??>5>>ysu3=cdlH%eEE)@
zJ1^(u9RL_*<m9|*QW+j|ChwBcM2A0??Pl_~H=ej!)lCHBL-Bs}Cz^Se_%98&_+@79
z3koo6%G`;-_4AmU?zqOLckulAgj=r15cu^ms);HpD$$Nn8SYy6<|IFIcS%NsO>k^;
zrtw+5Vb9E`fBsn;hX_OaLyG3&GATVtPgk+!+N*v+{(lahhvHuc(q10<Qs~Z4n{eLN
z#ztmhxHa|TPORUvb&1E!FNX&u-i?Z42tIzUw@pp?{P`W|9mb?s`83=6hVQUorF;_t
zCOiEFN5Fjyv~CY7M`uc7-}iwExX>Dxv#}9+_Uzg1+qb>0UR|~$`1n&d+-!Sy_qntu
zs0(+lVOvo}2qtU}PF$i!?ZY8#Zd{7*`A?z<YgV~Wl9U<^=YdOf=#XNn#sQ|fhH}0D
zz3lyvX?Ci-tK!`|>){qL@)vjR+&SO+B8xxo1lCPMHRuX2-q*qId|u(537tJX)QC`d
zNAE!|yn*$qNp(jn1W8SyJ;dQuRR5^QBYC7oo=YZG!@|<F{W49uW%K^4*RHLTZ2S0;
zd2VJx9wdX1>-Ys7hakMp6b19iz|c@OtjJLFx-HnMb;Zu=2^Ud_%C6V`sMu}LA%pKq
zY46MP{_y@~WNhBqJ2!9AaZ0&qTIisgN_YIOhqhNd;WTd5m_hiQ*f|Pf{hF>o<J9IA
z?bsgq=EIFo@bB*Wvk4wzT$XD2F<#m9AWB=p>f7(sY_fqIyLGpy%6gHYx<P_U`$<B=
zQBxhH=nWs3$x9SL8Zf0xqSXFOA{mQ?ghiHavPP<X_6A9pIx5LTcQny7VG7h>gV1q^
zzBq76$h!UDXhgi?eGQ}L^x*Io$IVF(%xg!u4!Y>EP^*_|2_+alym5mz<xCzc!8Mwi
z>=KfaOl#I$nV*|68tp6r(e<RVNdTM>h@IW%KWqZTE_(B3DUuMogwt-1$qt%=FNfCK
zbrdbnpPwEe#K!F093elz`p|6<Un@QLiy2_?f;Era*A>`5hY{0R*_Lhj>wrEByj@5w
z7*`FtzCfuB<K>)}t-8TnAHGRIU^S=_Qe@MzBqb#`pzQbt1iXEC*dHM8GSikLnps1j
z>=eTHt;COZ^C?x;+js9?A#e{lMDwMG<VKf1?%1*5;NXs|Mm=;ESF1QzIS#kH2AUjc
z)c5SD5PVrI_;U6NHmKH^n{V0tS6eZU*-?4IsG&9M9QT|X&?gt-QI5Q+SKz|Eb?Y)c
zJw5Hx>FH@Kz?-%+Ja{L&&OWBSV~ItSLzrKuTXzNUlH#Sn^CmV>>IOKzO?&q;&rE!m
zH#6J0XYXDillSa$M~)bl-R9OXo9Qg^XBW5MLAz=dmD&>rDW?$wtnFr`9spy)oq$t{
zbn0A5cEXt#_IFa!z>|VMECJb5YzeIS8ujZ6H9ZH(R$wz^jvZUs+0`{V*%jD@jSK!W
zRJ|%*fYz+tFZTOt+dn%){KcyJS`a^oT=u=DRmEUaiic`yYOuN?5(0bntN}dDkY__>
zD5ECHQim>yUC69<t5EbBR@UnTii7UzoX>OoZdi16rKoi~Wi9RUw}D)N_eHEU4*W<~
z*|8fWrciWkfve--r>9HLo;_<w;J6Wh>vQXlC8({tFSdvlzkOR&ufE_pK*Qy>iCRrp
zS2x|d;}D4;BpRj)<8$ZE_Ph^6Ql$ZIBg>}y(qqF|fBpMM#v3Z@59=9)c06i|cl_Sw
z>*x16?dAN9K&j~!etv#O0>9P7`V1X7f~eYm>LX9mxyQ8i`yx)2cuBgB`^v0vbaWhS
z$~v(tdI{wZsU*r|tfaJ>RX|sBDEoA(_BA}ml7yQLM~)mZU#>=pKJ3p5`gCn<E{L2`
zbj4#0p&=oUg*}Tv^abR!xh!4^bn~Yd4#}c}+qZ374hqU4tJ=qx^F)kFdnuP^u{VR1
zFPomz>o_k`;+Qx&FZi?p3EoMq%j}STuND)2J&gB16x;*9jmb`~u152-Q}-mC_fQru
z0YI>A?~(VGGY=fwWR4#7ZL{U(=60GH${9t9^D8Zw{ZS#_O={1NAGVZ(Dk_X^PF?in
z*=KZhN6=i{cyq6CVcs==VSeUz#X9dTNq$NZqL*<?RHLJ#CL2sE`GQH&<KdwOaRFLG
zmQ-S-eu-ZnWHqK*AF3vfppolBZYe7(^9l@PAnl+Jm&YfAIW(DXK_%Xah@eBx`S3wS
zV*HcQ3Oc%!OHuzE-xk0rb_JyZZ!-oQVBd!r?;5GFB8|qMcpkhs8T3GCvp?iJ+YtmP
ztW&emvhM4EtemlB*11WBz3OFVE8|WBF0^-aa8np5E5MG5XcnfVC?K`6RB(w}zv|4k
zYI)Axu=L>3W5<LvrNqRvl2NYnmBP$EKK7g0u5iyFli~OyRdAZDfnv5_eM@>zodMZv
zD7|OT9?k}ahvDY|@UGmyf4|}T3d*6m>9K2}`W{-Jo}Ke2G!3_)pfYx%hGkx6rW$C@
z7;>u*#*;UqJ1hbp%l%Ji==xNv;g;M^8wC25O)IWwr?RpN>hbL}tCh2w1G}^a%v9>B
zMsTRtxMi>RNgfdhU6o-{xd!`yuRlmNacxg^l;E=E%fF>cZ`~@V`PA@Qv_|p<7fInE
zaG+$x+QdNx3+9i$U4Q7<F+Y3*AicoweXvCzGf#d@V?Z2%c<i5>%d%(`katu}8*0uO
z7)lEb4UNq+S^Hh5A6&%N!PdOfZn6lgRkYWN`h>vhK6iSLH+bHrS$cjlR#Q3e(vX7q
zW6S33P9fBj+RxH%lh!s15n^@<Nf}7mokHkDg?rbg+;|z`%V#$`X_MM+UEdXaT94_+
zj~^GB#sLVgh4AYfZ)<5==)(@InV6WPy7}zcp42avstmch0x4P<M^a1?SXc7$@@l#W
zm$R0Q?S6ecnwPU5qGfm<{KV(3p%nR?spciv;F!aufd<8+%E~!A&KnHuH=iEk-ux^W
zmn{FH6EIs_cN+}PiSgXb%(|M^y}lFt4$M9aN1wZlB~9joE#RT={`NUzJE2wV+#H&~
zD90Zw{WbWRS>$5N?F%{|G^Mn7g2GzkKYh~72;|;edNNUMvQ&DWd-Y864=`y4U}^SS
z&J2Fea2kACnpt~GR#sNXyl#j6;3p<jf#-I;t1k_H;(j8xmYLc6@=}^k^zR6={fQ4w
z>$|f6xKO;vZ~eAM9>g=>xqsiktn4VKs5OOx*DGYvz$fveY|GK($BVv}2gRuIGO@G!
z+H}2*0Xqid{t7z8DC$!?^csp+S7{(g1_YQXNKG{Axzf`xY+ObG8ND2g+F`(hJ5f=A
zvGRe2fO{%C)>6DS9JplAUzdpDRq*CX@7--DMn0QHnOUwEwcd1n^@ba-UL7<xHf~1{
z9JIIJC!m+_i^f+rRpY*!<Y3Ja#g|fYa@kvjqiEan-+0FHBrWIlp&V26KlpWbKtR7}
z@@YNi!#DRxO|;nYY{<CqdC%xQ&^cNy+1s?Xp_yh4TnG8AY97f&rp2m!B&zDcf&1<o
zry)Ov&5??>rBKdfx+_rHzOdC9!1zMjMGud{4@v5~Qu*$n;_H65UX`WI&!=CgyI2US
z!-Y>gyI7gR7^c8OVFa?+=A-jO^XZ|1*(ldxu^5O(hSZk}J0y{~4)s<&C^15#dbOoR
zH)wimXhlgOzt%Ik?<0{vd#hLRYiEAwZ$u8;HjvXjcGKVg<2&OY<KrO;%fCFgiPg;R
zmq>mR%bk5O_OU)X4xK!YxfjL_^58mS^Wq!lPOU#Lg?@5FtEBh6L{$-?gw1DXCr3Ni
zcYaxz&pB3l0aUC6kErOU&g_|A-?lXTtUs+EX8#^bUu*=%D>=jSTkWIH`RM3Pv0dd1
zoTAZVtN6BVEq-X18&xNG^c2@@x14b}`0Hc6b9Vi8JMZVrH0W5FW#!s-ACE0{`&lWX
zEm9(4)mEpYwAYL3Am~FDWbm`;!)M=I|EB9BWb~F@f=66jJ9$=FdTy)M_`DPqBVfHj
z`aI~d7=RbUDWEZ#N2=fWEh+}YP@q#^Aah?#Z$r}Pk4SzReL1x`;aj7RZ&?H0=C-Na
zrUu!|{OYQzn?Ls=vczAwQVS)hir9#;t%Rh~X$S5#D4>Qf-Z_77rljrHqc$bppfbpf
z-gQV+<Fyfv;k|b48qb)wZ-jRtx9bLR`*gGW=%_Ta%!4Ogkk*K{R?{^<_uVrVK}_NG
z>7N~W!@!dz;y!Ip$_{k}bWp{CtmNcfg)_qkyi0!#HM1eJvFS&N+7!jjQw~D$C0d>L
zxuzVez|R?`{%N2bp8|$Iu+7eoM2`QIYZpK1QtZpbF6ol_+GRUn94O4#q2}aU;U4b3
zzJoG={0cnYX=!N>T#Y#JNKQ^peXXa1G$^V&*4{;%)V<giL9jr@aT^{UzE~?1ZZ!{G
zHQqeWVW8ojsLjL4X;k-Dz>}#zuUEZ$S41>u;L_BgdND3VER~5g*q3v`*?#?Zu|PrD
zS|7p0W-dtw>zIA4wA^@)!UJ)2w==>b!9s+Dtl7gLH5uJ7P`c5T4hZ{5-~dqEq=bM#
z6&^YG@<wz#vE3$B5s6uu-vc%ruz&aIhYM004N9DwWxvFMp7*6je^Vt*V)s8N9r~%;
zdMp*q^@1ZJI1fw|+x|E9z|VXe3doJ>UA(*s;z#Tb9X+*IVes=fp>Bh=D{q#P+6Ym_
zs$h&Ygiq^={6^<x=(P{3s;(jQ83-`St5eF7*H9y<yy`c9eyns*tJTQ2{{@(zZx?i)
z8LtEbb}?gr;6}-$`g!m@ic%VTyS~;wI<Z4QVE<&Bqn+KymG}DW7K|^w-J|ns!}hVu
zYEg*lFtsPB;C;1^Rv|yFpolv3|D&`{N3R-pbfdc4R*a}7LH)vGvwt(z_@>~*&Xk}!
zjZsMH+S=h&<Kh1#-i?U3i9J^^6CoCTxTkC3F(La$a}%{V!n^kcI)-Gg2Lp@vBL%24
z8$I`hrp%RqLUP8&ThX($_w-x`{yPgCt6jS0WMvI>@&}f?G*Vun&%QWrU5HMfPwUyT
zD7PPeuWf~dggSp-8fpsr=jq8uName(!N(s>c>lu#?kcGNrSxuQAU{>leSv!&MB_n<
zh&%Kft7=jD8dC31>gw;m$)6T);tJieVg1#QrPbBdaSB|ne=5A>(dFt9a~TC7Nsb?<
zMGwA}>&n|3@c}(OJv>v$lQ#AfWjBb#0+iMH6Mbn=08|yWsP)>k@9$XBEMLwIY2S5X
zxCGs{4T^VMd^~IlBzrocM2)=Ll@<*-0Fr8?6Q}gnHT8U0=C|OI9I`!uF*S28ZoohI
zVE2&n2Qpyf$B#qkXwbRb2@k)4Alm|h--m&VHPme3M};7LcG!al{8E8_eoxO&jq|=O
z^s9Z}x7TM|Y1lMXDqb!R!{=pQs6wO8xX8PTimdClO+Q@B3qz(^6^|PjY`Pm1RB8T^
z)w1pv!Ga8`pF@PXPaTee*MfAUcT15-NOu7KOD1bxfH4ew;L7lzwLCmL;r8#*q7?Vm
zhcP~LpBV>o&opZ$Jrf!t`VcYq>CDM|G!2W1=}p<4EkZ88&KKA@7@L|Jb-xSN%(Z=_
z<-oE2;+8SXd)tz(b2n`5Sv`|4?f)2!_^t%QiUBQMT|TL_i!UF2dhsWT#AKgKVh;)n
z^Q)Gcp#w6QL>fzN*|m8NI-E+@9*T-sn|7jFQGNYLx47eQL|a$#$8mr`Me(=VmZx_@
z!UB3OX#^jUcIknfu|5Lw)z50_K%_dIM}?7+t{g3CVsb@|jg5m=lfqizew{~ql=@Pg
zyH@wDZq4i-tIHq#Z?|*L93B9=q}#2#k-A``0irnQ>@0>x%BJW2IwaE5&)l4ya~q!B
zC(7A#%Sth2B&F*J<_G1h!jB$5ChE6KU``!=TdZH?;o;!~&rkB1?M$D6D%l{9U+34!
zHUK7hZvXA>;jw)d4RoMD_Doa7BmN98wR%x4O?RER=--r_2z01&^5oecjL|76e51LA
z-CHc3C50CRE6=bT&-fB>;dixlO-N*}&&Gz=F12V|&-9sNds1*av>6~~-?YXQEu-|=
z?=Kewl;-=uJ;LTv*O`s<pDg^j1CZfDdVbG5ZuKEjGHVV!1-Z~dDmd{}d_$SlEx&|X
zl9Iu>bRy?WA~;9k{E5Y0IA0sL61*tL^Cd|A;BJV<<kX)SKQf&6eNm(d3@jyN0bCvH
zE#>!~5ZJ%JAte6mKWe<eq6;^7?(^22zHUk4Hrw%Mk7AIIPIpgFxP-p%-%7eMZjX9|
z`(!oTC-#LGcKaNE^vux8mk!1qFJMG<w~b6p+*2{B|5X<};zJwuaU8tBw(Tj3kVV5&
zzJa_**2trb01x=}a=>1-Fxx9#|0KwlGYw$TX`<Ef>BUxYi0qrtdg2G|3TR8>0V2Q-
z_uol~j;kw~-_zEboAhnt;n9v*cPeNO!W2*N2}Q;F7gFxiziM_GRSYEN#-&4m1o5LN
zei4$r(#PLma9jn70Vv!X(hIZ9@Wo{GIms|am~Y#Z)cRipNlG;631z9NxGJA)2zB7|
zsL@?gc(<#E?==l*o4)v^kRBjTYV`*3t)ItnQ+#dj$-V=PtQ}OdB$#V65=a1w6eak?
z@v3`5vd^l>TT9JpD?)erYgidzIip(2|9j!gY6`4h*k{se7TdOLPC9Vp7RMvu>Jra|
z8GV}Zw?Z0edi0M}%`#h()RTd>OB#V-8ps2Rp{Yr2U%;;w#H%98Z&|kf`+(b%mJ`6f
zSxAV9w6thv#-u!^y4lLR!cq^77e(J7h8(uuy}5tHQ0NU^k3#i|(6iK_Cxp?0fzsaJ
ze*@B-PIu@(_wTRIzSzpEr0X<4>zrx!k(#*QAj=9}__RCIvY8dN0xR>a8Kl8$x-cRm
z&5bp}O|ln`1Hbqv4-T}5q&294I|QWVS$M-Jyi0irmlo+U{mndT6;nNNiQN;n2$^&t
zilVRY?z~7eM;4bVo;=Zi8GyRAj?b>^Eq&@9bfzw+jWW8&=vJ?On{YC=xY2WVlm?aR
zTzVudXzg&p@Z?zhg$+L8;wLRx(98od+7GvAeSf2Jgx{OjSY*jM2eia7@_`$dP|D>E
z45CLsZm_3p=jN6fxQ9%_VL1bT%OTt<eReAVJ-4`c)A=)?mZ%33U9bj6KIK?NC5D#v
zp!F^;JZEeSdQ#5#pq^gjhbLzaj7shbD!&RGw<<R`mpX9Qjvb7k&$iNWimH&#=T}JB
z0mmnrR+^gk%H3;c=UADT&ejS&&VHn&BoOM~n-A9!nBIYZURrltsrvp4ui-?4RmFfa
z?)Wui$&}{OQu$8>t~qVb!0)hv;>@aI_Sy}{llNS@!+PPlX-1~ccePU+rXR#jeadr8
zi_J4-*{&3EJ3oHs&Ye$PJ)OP){f==l6E+-3vKSfi>Df2bps_Y@*|HR?D2KLr<kv@K
zBUltytXPrm(hM@;4N4Yi<P6ZHJ@=Rsf0mI^lW=lNrbXjwbakcw>^x;3(peX8S{+F&
zdWb)3Qk>)B2x|y!eZ|U^gu)lP*z(+5neMQh!)b47`gHf1OLQFjRsi8LE~D~i<tN1K
zNHMc=^yxG`FfUhi1>`+Eq#*xVgOeqeIk;*l(IOVHJm(uy)`2g)Ds0ivKGvvTie};J
zQ=`&{zyUj82?QT|3pftaly9j5yi}-YDaH=~rUBny5xR@W6BIaVu7ZIy1Y~00e}R3;
zk|nqA+_?;6VHemsiWgEgNd$-z;cwx8tK@}56i|zV#K+-x6AjUN`G1vyw$myqnjmYu
z79F8*H4@cTc-rp&v%zt}sH5nb%Ygm30x=H4s-Ou8<o2;%F|^+?aAU^Jf9iD6m}>WC
zP)Ldg8F|RX<pnsAi<fw=|4qHD5FodDnw}|esjq3xxPiX(c%%^mt##(jOvnpAJ4o7h
z>ahxRc*U>qDr@4Exyp?9cz2U7AC^)g+dB=U<_y-I7=Yn$BUl6<6zwg$cdJ;1-M-C;
z_LLKxrVn_dV`C@*9^;=)7o+Rk1FC2c%1+qLHl4*QVJ7$#H{X=^8!KFpF~6%FZK9xN
zK}(da+bfqehHvf-2@Bilp;B2^2HNhnx2v37&%3IsMNSRS3hA({+qN!Ep9}5l!FZ(y
zFv#}w31~k!6!Qu%fk-i^tCKS`u>d*57V`B+zkB@I<N;?$C=t@08_^dNZz<xB2mz_;
zmy#;}a%}vi0UO?cLVoC|59SyW;9$#^fjqaVJufZ|B{}Mwm^}W<#+hA27EFf4)&(sp
z`7s7287C$b@#fan){`0<Ci{}pctE@G0?)=d>cgvg#oK$RiHrCMK<6)hNUefhTPb({
zGBwKT1#UB>gnN6=(H0dI!Rh3O<V|wQWaG>EYsJNK$=N0Ko{O@iulc$}F?I8bchX)R
z(KqVe$*av&MoO-S2!DAKcG!x85E4!z7-4$Rg;5p@kk$Xe?q5|9Ryt1NYqap2oH^#c
zUSEeNak+tYz#fyNI>m*lYR`11QNw*!ZJgM*Mc^X@Oia+Y!rrrG-@dve%RPUEUfHib
zJ%$iepWAldI9%EotN_)dKXMhDK>N#uIYA-~vano(Rl{P)(Z=RZM1HRLU%~z){Zp7|
z{Fm|`9D1jAR^{40cSHqDg-%o5p$<!Uv;UQCIXZz(>&2xuZF(iX!3Ks4_Q$G;jO*9?
zLm}!y(GYc?CM?YgSgR;27#MOUdlRw4?(erOg7!-O4uF4hYAObX7vi9Ota#s~F-lm5
zG2N(iHRTm56cZbpPn5^>N*MmGBRe3BcEjBHtFPuwzvbS49~5~<ZD11cTq|*VKxy=i
zOkhwWNZf!EPhDEkWH`-F_1d7Gr4B)j0WT*H_6RD|RbSr~H`#@X`iBPW=B6ENN|MRy
z5Tg3<;cL%9w64*2A7hc4Y+vd&{ViU@^8TB@@7K3~nL3YBgfAjl`>99(UVI#K)#t6z
zq;DhGkBZbGv>n9sqAWSK7C{Q9b66PrUK6_2oT3I}Qhh-oAv{u~OQ}K0Ap{%D*+*g4
zMs1>_Ob%vLkHB`Pm1Sx2*YZa(&*Fe%+GRo!DGmf}ZC*75K?dpB-B5MtsW+Q*JefDr
zB@8$$nxlkJfc2xUa~hV2t@Cu(QH;Sek*4kW0_eGWyU#AcolxK#1dt~b`TnSicx1bQ
zG5p(-3E87ZR}h;jK{}tGox69yQ9#da^l)+k+rOGL6@(#BfMdh=C0+MJGB)eoD8>pZ
z6RiOI8fIn!FH(n4b26V-Ve7S{YoSnn%NVPWt?PN285s%V7yZYEY-?*vq!c&2Eb%ea
zK?c&D9(F%=;)JZVb^2t}$B(Dnq@chQP`yR9B{xNu3o=m3xJSodv7O`9hYwK*q^76a
zt1ip1n7w}eTAV7lALt}((hbxi{(%=>!h6!5g_F}*>bmuGzhF2)dE#?viF)+)`*%U9
z?{$emZ62V3UN<+dr&td(@PAZpS@G}wq$Eb)08An-x0dy#K*b(6ZrsT1k#`;~VWSW6
zg#CNb@mf}1&a_u|U%^D1Ygt7_MjzAKwQ=gFLE2*gfO0UR@h}$y0|TXDZtAaPD1rJm
zZ4&XiM(D?78{)D7T+#tV76}g9QQ$hUU$YJBC3-^^efh(OKWBR4F^FhM*(4>UXB7tX
zIE*)x^ou5^TV08H4?pz>Rb_%9ZGb%yvmWD`$^FYQTRR9#NhbG1Yzr@Keg}w6p}d?M
zUk_&AemqS(i<W{CxinUW+wQM1M{Ow_7z3?(Y`v$bHm#ocP+AklTT)WODj87^9<I0-
zK#gZZtXTXBUEPTK8T*%n>xIrI1APkb;`;2Yn+?SM86xQ{p|rVAoUviQEsQ(*ZIIwN
z$b0J16KZv@cNbXPsn*KVsK<rm>_5V|Y}Z6FK^`T&aG&k}#$H+PoOHeQ(_QE|ps+9F
z?QxRn2~^*j#8cam?m7|06tCV$*VW$(CL-0FA)zg<!%6yA(KiGVxeo@cPO96#$OFnU
zzc#NWG$22;xm9rGPWDPK_`z&UY{O`@4?8)Ddd!WTzVIpib^lKWVlf~;3DgEEheI={
z)j^Iu$~dH`sG*_3BZZ(A!R>MHhy1GXJ?J0oxOTW9-#C78Hw_*CyI*W=5mGMOzbxw?
zmdo<`Nv)n=P|z_nH1t7AGblbjelnjx1fwL4RZA4AFDCl^HKml5A3K*wd9POElf0lA
z8W<Qj*;1FnOiaOz`~Uhu#KdG}g7K}N5cP-6J?P|3@tn6fgx5rw8XMoUR{+qMZ29u#
zOTW7<>)+D$^=sS}Ui?ihNBGG`(SZ@J{}^CH2XivazZ4csN(c$n#2G;)+9LHGicbB^
zS3XFqi<NQl;||VJEU%osdH*XlCp%-}2ZrxPwcwc-%h1jIx(5a3n`B`&1n0%KaVO}6
zl2Sunfk1Wq5>YFaZIHff$G9v6zgaMVP4MyYp#igUQdjpTRNiRVi0*b*R8$a9GCBsp
zKUAaWli<8?fAJ>d9Oyz%HB@VP6Nk>-!0`RQXc8jMUxG^AIRKQz&bKi0{bg)=IwPh1
zPyZd#YPaL>PLAO8=A8yMo^k$vGrXo2cpLxc71Aa3^`;~*s41!?fA8ok)H46$YW>?p
zZWTE5B2JwLV**BRZ_2p2NqD_e_XOo*G*Q@eYKWd~aRr#_m(X52WZ|r>7?IE*=Ci;)
z?TIEq0MTpuQwkMn3DUfF^FGgjst7Ufjgl^XoH?e|8_UnV04W-Xu6Glhm1y>kfSV*X
zIXE%7;qoSGJ@63aRee1RdW9osu2L^4Rr&t)oNW(@j9e|l_-i<MAdI()L(S&8pE(??
zhSpPEkg|Y8WK3OA_`V9^ZNjlvRP4vh#LT=jOZygjq)sfob~kb!9w0`T;e_R1x7r=%
zAdcy!yAwK7WP+29nOVf5O>Rd6`02ULmi-q#c|oRvW)qF-e7-)31wEjdLX^}7bbtZF
zNoW4%m#@W$MHu#g_%iIQBK)zzB3`44TWaLM#`IVr><R{YKBe3WzrtMq+odliBpX!s
z&Unv(iMP2(B)0qhmPs++<By8aD5rZacpxG6@dw?$9qs6PCMu5Ax~<+bVfb&lEt4VF
z9UExWvA=L8N_n|;TZgoI#rA<Mp%vR^6onal7Ji$0#SS8=l~A$3tn=SP{YXQ}UsorM
zDAb9p0IRnA++Y_~J24BDl64_!JTw1(9~D@~WQSRl!PL5-@CpQNmh-W5wQm{M{oWQ!
zAuH;*4Vp%|Uxy$GTp`R1XP^9{Rh1h~iPKMXWx!q|OJk5}33ATl<m4t%QFag;vQR-u
z&X#u!MviJg9m%}#c@4PGhP*Tkb`U2Psm~Qp>e=BI<Gl6%%lXx=8h}k!zllZd8z$GF
z_FDC})hSeo&-(PQCR?cg9@>*mz@^tQvOe#n_JhVj%Sk3r(5e*^Gvi5N(7(uXLoL6b
zS64N6xIF^iABQps54TVewAZTCeC_PK0?45ge+pmcpa!kDZ3sy@!%o>;z?448`dIf1
z?=bSAVhGol!S3sSmjb#%oJ9jVk4#L!ufGZ$AuN;EpxI;Q;b5ZLjqU^XeH8Fxt_}~d
zBpQZ~kB{M%T>I;^t*0VQ1cc;-i~`d40Ea=0qT6TLr1oPHY(&HX$JO`?S@7xFITtM}
zh7or4E9sKdqB5S$zu6W%@Oufo;NCde`=(?mgM=3}Xl_2f_kF~9+V|z9G?Zc@?=&Zo
zT;)LP&0Aku?^#xZT=FcwMXtI2%*&nahDAE!(#utL-3raPs%-SC@}pC35#2#8llxM2
z7R#I_*#%EW(5tOoC(vao@kxc5h@T@JZ?v1?P`e690O$AznF3NosnwIJwR{#-TH)2b
zBgsExlJ`RY<#}yJgR$M476L4%caJedcT>8$vlVF8EMzNk9TBA2c+WV$MW2g`tzo^u
zUcoQo?zZXwyTPmMwdhI9F<24<-mbIt^)=6ZxViOa1k%)j=<Rr>IKMDF6C910aroc-
zT-<vQl@=hoifOb;A)b_2h@(4|cl7Z^B^JiE4|v-lO+JHGs3yzeG#LhH$#(u}LPp65
zQMlpL-d>x&58RyM_A4kK($C5gAHnJ&1~Hm>UB)~7E3e=>ETRMb(wI*~E`>8xSKzZ%
zlJmX9|8rMZ;@n%%BZlLHpZnki1y2Aug&O)x=J}c>VC3Gu3*L27Q}euc2KQ#ypo;Fv
z(NeCC?(RofbNUO@Y~-zjgzLh{98t+ZFJx^*Z?L*Q%N=aQ3Siom1XdHpF<^ML*viGn
z2@VZC(KczP#PU%LkMzG*)5R3STwGGpf!@9p&3sli(83m2%g~N$W}aul>)&lyydpV!
z!-fsFFt-SUjf{mW<Q7#`RqK&<88RIT4zN^~LDD$05P*`Hm55?cRScbH4RG911%+bB
z-J^IAq9%}$5%p?6-@!Efmmb7#4&BZVt&wkYY-}vkh7J7Ay4V(I;Y<Pr$hO$28dSIB
zy_%3u#_EM*N=ipS2ei4XUfz@x29|ZRnAkem>vS^a=Dd`HJV70>{TxOIcpJh4s(ox`
z=Gs4P5$Gr(<1)tNO!v{w!|>m!y=S+vvwMTO!^FXHBQ9>M+~LC*!0ANGO0*yA!B0YP
z5*&UeCBsO3S%Yl_IxQM6J=}i*&jF8?RaeXF>T*8O&0P|0yRHFjks$~^^j|mCs}ieR
z=N=CAKlxIZY5Q>@bLj57$4(|$mZ56<OPHgUEd7$9$Q7Xm9vS7&8>T20F85zdYnX2d
zj<&|iGc-HiL_%48cd_aju11D>o}2r+va&M9eG`&>$$v&ie-Aab>ac<e`ycu(%ut=p
zYEs{^7QJr@yUI6Uc>-(G(_K&Wv=zD&0Pz~#4J@}_5aq}u%9AJ43p&^_$t)^U6E7ET
zVXEVGb+vMG3m~u%#!0ts+XkupEF2(&-~v~e?4Y#lV~9j{7BvsG{)O_!;&y+2XOSeg
zIx^Nv22v5qHXvN!`fYhG1p33WW$)(A4+(EFVBHW+TaT#(_H<wmPBGhMl=k7_05onf
zkQ=nmVOx+k-F~2fKIdZVq2Eq4U#J@S+Lok;fat%Bg65tZZ8RcM`y9qQF2hO!W_BHj
zQbH<%?!HA#OI8n106Tvo{~Ew-;8H;k^Cf`2Y?@xdV$%%zl?xLjiRKTOnZ({=4hT~)
zg6MkMQo2&Y9@%!kV<9R6m`8Nb=kXlk_I+MH8(k6_9>1c!;`K)g#yk+ki-^ErH-q>*
z!7uCP+AcqK?AQ)IK6toj;Lxafbb^fx<=vIBv)dVboIEounq}|a9fC+i9K{ll`s=3`
zAOOE592P9s&<iG~r#Hi487T2%1&2ts`|kS4#t*95E`o%_0$WauXHijH;UZQ6-~*~E
z4t_0WS9^-;QP#2S?mp~WDlf`GVk&t3?B)D)vS!1VFZ%Gp)SKr)*feyHavu+S{R|vP
zqGmSw<h$LlofX?+1MO+@0lDYj%_gXKVO&h}#E~P{KLvtM@fq_@;Atv!&qLDUDfCI&
z2!z9?=P`ATQ1M0Z=UhXlh<&7;H3UDvSumD|z_B?rrMbY%wUSK6tLW)nOpio^<5vn_
z!HVAMD3L^l1$c}yn`SUqo;7}A>_k5kE9+y2S&YItjDvkzybPFs`+z9eyBbFEB8p%X
z-~kyc17>&Mr%S}31{PMn?EU+F-&)4T6cg2GVQyg~lNi}>?QTwiH%2A7o+s;MH?&?N
znCv31hSbwMK`W6c*d9K7sE{PMdGnzGC)o=&^vN@JHqsUaY`;)p1IfE7|LNX!OXMmP
z2^q#^+!7MHKTPlV4t__uy!(<F^K+c71sq05=`Lv<_}x$&8=?8gFeD#e-L$n6=xgt8
zIJlST>+3(A1)<G%aR&UV_De=&QMwRibS%6m0cklAJ-6zy-ENJ?qBSv`!Uom07if5;
zuOt@&7w+@6`z^$0L^^)6X3$owU>?kVD4GGP(-po%MDx}qpH}Ak0^uMgA)(BG3u;SJ
zJrOtT-)SC5P}S7jff9J|$K;HaF~dfQ^Ov|V@p277i(^ju`AaJ#>!N5GZv}HBkYGHX
z(HP?Uu>N_F%PeLC*FxW`5f=^=DrRj=e<95lo-(KR;a7(bSGbxfw&+z1eF3&bC>R^Z
zwN0de0glbnh$Rzu-yPhLPzQf63FrKl4yYlWst*aj(3+R?`p3qN8~d7b$e<q$g)|08
z$^7OAczKVzwc#;f7%VoJLYw~(0O+|*7d3_GGQ|F_lnbcfFM9*_qfyZOM;j7Vc35K?
zdDH<3u~M97vn^ln@oS#5U0mWPHZMRHBchOEvy|&NA8|=wRM@W>PyherUUNAW39RQu
z<h8vf?<o{wxJ@e<=Rg{a&0&DG*6?%ExUkPbjl}6QVHm@P$%^8YoSfV+s~(Qa(?`yr
zR@?mQJ4ty(46m?gM-yEEQ}vMV>_f5|)Y9}M$<`+aGaNc}2<(nO7!BP*w{-^`hvgtx
zdc9j&Cx4UuGVs&!C%n<s7HI|7(K9Wfys-avh3FJW)Tl?Lm<oIfc^Rh%P+p-$CMr&f
z{>wIl2P74r5G;tx3fD!5jMSY{j)A6(8N(9Db%e<iqMt!0OU&31(Y6Q8T;#PlBWp3I
z`>C@)<y`sQZG<n(%%<lQWdtNX3?~AlDxz|25*Oz{hA2iuwk`DHw#}utIp*KQNcVs*
zvlW$>cZjGL`Qo<a$U4wc7Vrq2ti|1Gw~Vj1%I9v_d$wp<P=NDrZf~(so67)y!MQfK
zpNdZvu+QlpOIP0)QRZvLSZy-Hs@*h@LV9Kv&2dlvS99D`MF2BG>ACpqOQ<(LJN2Xc
z3S<;b54;`f0a&6QHi)I3$<v6xc_@Yv8-IHU_*y2|Zw=G++-1)x#5n8L$HE6zgiulx
zpGRaJ!dAM9q_zrs;coZ4ckix}mLT~77A&kq1m8vpeq#;C&qGJ2YGPgm(R)7YY@Y<Q
z#V5g%Ux$YU;5im_sW>7pzlzK~CN+Q9t!B4Zeb9!!aw?Z`S#u#<XJ=>Tvkz!oh&$*T
zf1XX(k*62xtEs?!d|m5-6A=p5u`1r*?_l3({tp4GE@@rBxc|v1PTj$$i$#j<swGWp
zg^+fc1HXY%EU{$ZlG07V2@GO{EDN!Q!^@=tCtc8@J{snNdpe8qx0s^Qk7IgL5u0rd
z8J&EpfWtJd0)c6|2~5E4v}eW!q~yHq<~<)t)cow|L<H}*nt<e7Yi<VwcO<Ze&ak4}
zwgann_uML4+N(fK{@w2G?$<Efc0Sk{{8;AnNcr|C_91U!Z(dcAoM{ZghYNd_H(R~r
z&+dY48Q$lx`kdvfSlLsg1q76KslZ0hBc^5w_u!GGy5R!4&o{w+Wxjmk(US3=W$J?t
z^p*5UpMDe&7yW-V>CN&1?tgWv2o-ExPlt)TRFZbid#p>Dg6!kfI#U#VyjAT$sBZcd
z6jNB7cCnrpkPHtB>aw?_p{CvpbD-|)9YDMA%8QF%8eD;?Rgk0xBkiwAs|jPf5AlOz
zRco{ly?6m#<Glx_eczc6G1s$z*As6B95DE}AB&J~Ue7x^hGIdmQf%oQ4(vFB9*>F;
z>(a9$-o{!;{=`TH#~j70sOS*U5?NSSC|)Q)MB6i*BGy<8NIdIv;~V`Nq}+)W+?Sgl
zAHUsrPgr?(Z{_{%PkL1K^qvUo*4=~M#1QYAx+2r+%SPfb)!)v;V+dF&-d$T;JA(b}
zp9VwhO?X(>r{tly6XCA75s-u&8Ijl;YFuq`o>!-k4SSg!Ju*6m+_W3MAMY`xNQreg
z9^~<*DBr=WZ#+}pp!Y*oDffw;LA!wS4lr;xnj0fD627m(Y~yzYOP_1kI#8^MAqv24
zYXv>pEP~al_EgEK?NzJXaQ4D|;i0CiRiG$42Xel6G{<!r?^*X)=>c!ylkoe;-;vC?
zFhB9Ka{y059t(xM80X4ts#=ffUoSXVK0B26ph2&BJT@~qNqD=?0mwl2-3DPW?&#?;
z$!tNb$$Ao2_^LF@bAII`)t!YN;N2Aa-z29MCaF)r2m^CNc#<8x;<<{6BB*tlPYM$4
zwtjXI*tU5Ols?b`ICDpyH=(o7ISz^Y-${F)@mneW%=O2ApKIX0#r!5n#L0a4t9Le&
z`5)xLo0wo{+O};Q2&Ok)R7=TJ9QGJ#@}WJKpq`T?dy_+$7L8I)lc3}8qY&O}aPK))
zFEScV41{Rvno}y1R%$0V!M`6}UMdB*=i;#dP<lVLe}8~X%8UUR$f+Wf_WM?aufcEJ
z2IUt0qsJcI@R9A)+1UV~#XXkisq=z@f)u4Lq66Rww!pw0DHNz4ODHh0K04I{>aEib
z90!P%a9u|vJTh4Jz-6$!_IE_!{qK|tt>`8eZ-u1Bx&_b8&$vvIG<`BmlEBoTP}*Tt
zE$CJT>iN%^499ng9I*?gUo=Qw($HWfVmg>PNVMcsBx1(NYFg^Glx8)tUt=QSHQGTT
zk6EYDw~t=%O>KEC%_rA00G9`0H?u5DZm?hs`VH(JwAe901IJICc!S(cG|gPQ-s2(u
zett|*ITnpoaVfsM;j$ald07zgA08{NFaMz~6NGMPi?A?@*ZA#tjOs4kA|J3X*WCh>
z5yBS2kuwj(?5K6JFTBQ;2v`6LAV8^I#4<ej9Xm4f6)aI$ODMsoGQn^OKbQk6$`%EL
z!+~jYp2k+p?+7K>0^qN>V$d+MLH2?(edXDTi7Pz|@&gU2W7H~R#A%7KM#U>f<&4)+
ztEb5F9_;8NqRxG-mkWtKhAM}z^w7wi%23)@5%!bnqn@R5*q+1r--re#H9u)o&`sv0
zpv1($|3Gj8Vl^Gy1&#!2t2?!6GtGUBzwE!*l8`ZnY+CZdVSqHKXflXnnDABbqG8Fv
zA^2kGiog}*Dbi<Sewvm-tX}lliDF!83JMBY7yn5Pc`6)d?o^F)kTNfZbGePkxIt)Q
z&9O|xlIz&(Ubw(VP7_HTq&{V4vY(?CTuIPguFLPlo+lxtKg`e9-L*ya=R#@A!P+?)
zZ)7$9v@<NOy0Ui2)hZ7xxY*gtz!@>$p-sBS!T0ERRrv4m)-~Xmwn|l(m65|dGVLh1
zZ^xu;<wyxXVx~IS?K1#%qtU<}0^VXCP|5_i4fg3I{T|q=Z*G*-{_e((qZ2?hY}0t6
zYo_sl7=&NXVG`G*-qg2F^yf@&UY@K#sKs)1ET^Fc<+Zl%naYJAmmgn`NdPax*zw_W
z@9^+yxKK%<aW{DX{{7nC0mfyo<1W3gjLcuqsYRMgjlR*NqGTsM`$gZ;!JBvd#r2-_
zZdaL~JSi_0(&WBszW?29fp+_Ehk)okP~T5H*yu`=v(K=oP<dg;_R~$(n4-8Cs&pe?
zE&44>L3NO0w~T<2G!oPB(y1pb+H_Al?zp-0Wvs289XXgN_1J;S?{bZf1aSH-`uxU+
zV)FAj2?a|_ErFSXd;84RxJ(S+LQ^qNX^k^ec!^6ZqiK(0WZH~$-<K$=#Hpq_%00E#
z9=gMMQIcsfVi%_LKIDH+8eZ7NB*wZuDT_3X<T+Hb;<#1BPDZFE?wjT}u4f;e2~1OJ
zCVkpBb|Xt1N8?*9y!R|!4WDVHRjY5A6vSsTLwe!!v*l>H8pDiA)R2$fpyz-pVw$c?
z&eS<Lg0z^jpDpMgV&>l!JvcOU3mGy&jh9R+qL1ZSD73qZmrc}0w>enY?qweG-)84U
z_9uj^uXK@%K1uj2H9}}9sZq=AP6yZWeedj4#T)wbGznE%jkBIWp+=8yI1utq&C$B)
z>|%Q-Er)}7)>qcyl%YoL5>nk+b0jgeIXVS_@pedvNxB;tB>0J9CMJ2qcNU3>iSdld
z+9^0e<xmvA?i*44f5|Nwoh)XSLdG~aUoOn&O-^$yOwte`aMS^FlH^FGk5X!la2l5M
zqFnBEE^kKR4r>hok=FZG=$Z*dNq^i3Y<zJq2#|di=W+;dRt+{oCw1z`;J=xu6#BMe
z)!KKJmECT<a!S|jk~DE1#NyliAMB$6)#E>ZCTlb~<2qRyW|JTS=|dV@zJNH*yx6K8
zuYeA|q!)A`kK%ha7M5*NBAK)_O!Z{=@-=iwe^h5~%*cVA$ENa9O_YO71nu4iL>u9#
z^gX7wp;eEbnDAR$X<&=Vk&-Z>w?qgfX8*|-uxn2CC#UVkFk}97e{$zIF=yhsdlQu^
zKTi#fRfd>QpGA>U5a;3Nuk5^UUwJnAdfem3=5t@hzI~LBSAh0g(tBmoJ@p(D>c=LM
zA?ahnnZJ6ALcTAr+!k7Io~2<>ej9YQb}ECM@dmPCP0!3NiVSogW~~?9rrarUadH;h
z9-uMP+IKcatr^8KBqDu3a3TI5tNzRJCJUDeNsRDy{sg}P%CpR127<|JoS0G4h@MC|
z@r#_ABjnEG1I<|k$Y@x_!oXTBIT69mKK|oJ5gORy3;Eklgb+J|;S^{E3x2CzhwTCw
zUFjX`A~x06v78SPIAcCqoP=(zA<Xkg6wX^RTh0g-F7=cNF@sY1;H1BMb>zR#*Gt0m
z6%-I;IAC%9TlF>mFRNgrY@EJ%Qg|Xvs7FabQ7#)!6$ea16E$WjNgGs4aReiniV*<I
zez)d-9z3`OO3c^j#oXK+85k)TYXvK~CrrT&r1;TiLxeh;y)Fu=kz6|b03~5|+yeK}
zX&niR<XH@+y9^Ap73693ROUPXOvjN#1zd+P!b8rpI@HqJ)fLO~m3wpT_D!1(T1=J@
zM-Hrsmn5%W3|PQ)iv_)r)(iVY4U;IKTNJY$Z688HLya&xdt`gxg_?)gCiA1CUwu7R
zl)QzHPr=ROYZ+6l$Plrm!6SUm#uY_bghS<}P1kjeFu36gWX90o+}v<L!)*f#%Om00
z<5B1cEZkSB2%lDV_%zL-J#B{~eF#pE1_#nfrei43dkpeB6)^I?JonAd_?6Twz(?MG
zv(gv>*j+}DMr5?oHdmL}>~=%FIa`--@=$@xSg|`ih(*|>+XjvwJ<3?IgmE>fl=LB-
z`u7@kO1|%)#^~1XS8)3FDD)~Y7A@4{PANc{4p^<J2mAvA2``m7-3~VhK;d!1OAzA`
zIS5L71_$z_qa!>a@Sq-ojPG1|S(){Dec!Tl1RgnOLHnhwNp&PY{0JNpPokp_e#$fp
z+6@m|2hJw^pko4qj`qu_NcVBA@@dk{r#{2sgL^-D;9#Cjp%q#ERpsSEE``v{SprwC
zTD4bO?;{$C%;`yx0xOAupaRH8os5w#tXAK^4Evz!m!yC@<;F$0_vKmIsi)?PuB{?w
z)~xAFfRgfQGG~ebO8;{>wCyVBY;~*8C`+_xV1;vsVS!40rh37ho`3Fl?+XmV`#dkt
z-vKCo1%{;?bS@#gT!G|J<*fWbygu&drp?VY`GFtY$bn)tXOd5%wTzz-r>3E4E)dMO
zO1y7;#o+8ln+<E=-2zw3p}@^RM+dcN8De~=Ru5RD^PitRnw&-}&kh{@Ivb(_nbXG4
z(GW9e#JHYm?WbQr;$1j@;uZYxH$&*@=!zlg{(9`ud<ujMhsZ@b3YgV|hT4DRj9m$a
z2P>9&oqu|AvYm`Bf<<9uXD25?f~mok+p#91&Of%oSwN+>I@pQyzx@hFj~+zYDt=_A
z18y3@vG4qcgU`5d{NO8+4dCmW-bKt)TJwqVkwxerxC<}gFbOzUGp~Dr_FCpTKFFjG
zB7``VR(icl@q@K;{fm9tI3N*&#xcQE>(FPcWajbxEJ6nOiLc7}=tie@D&nMuL{Cit
zC_G^z+4dy|Dy`p7Z=BV~f*3mtiiObrs6gvcORj(#35<eY3wpZ22<IYgjv{R#s)%Ni
zuw&$2z^RMc_c206$to0zz`2nmw#r>FgFwz-Jn6<icCw_QkuiO+_u&oxwpHq+r6Gi@
zMKe}zH{9LJmMz-^M=)ObTaZ8$3K4B^+-JZ>N!n;zEi<E^B}{jQK;e|r`J)}SICn4T
zEOGL|J!GGaL7ihtF$TNv`eQlQe@qm^I$uMVM|6mLA5ygT5-T%K{ab^P!d-5#5gyXe
z2&oZ&U#XTz7*FDMgg=mwYs;W(<G=zr@{dr#d8Se$)?%!37OvkSa2;ErHz=ZsW5z+M
z%fZLSz%5<`pB#URZmudB%u3eNIa?f>(1Y$F-~)Vc1z$MVx$@~gS4n<?3EdbR$EvM$
znM`9h`5-b<->)LO9+>QIchKFt<OEob!REQoJL=2Tn3l=l5Xf*P>X^D%Q1ORQ771aO
zu~!}b&#S;ji^IQJ!hg-ZcA5n)SsFcYPfJ1n@c=k^JA{WPBLDAL5i+NH{#lP}hX>I6
z<zr*y8Q?->`+xX4>#!=<?Og+cN-IbS3KmGG64D4t*Q84kB&8b(Q9x-$x&@T(Zl$DA
zO1itd;f&9{_CEVu=bYdAW3Ov%xL`8p_l|eO^V|budr{C)x(o8LyW@p$eFv@S25v#g
zuvi@gH&ubF9@n}SSc(vDaWx@GY4&SAu0k_KE?9)*OSELF5;in*u7Pa(4k7{Oc7wU$
z50I<Bg9Kf9{%sRjfQwt9TQyI+KM4h;Cie-1Mk4rR?zKUZfDPf7Od^2%7D!38)6{a~
zRmZb$Ab&Jee^-&{l$}Je?{Pm?z_mm{Q<DK|DQgAsE0{1j_}jM!CCF|G34~z8@VdT1
zBL?j?7XIyaPE9c-E^4@>U;<tX3R6QRH)sxFes>ti^D7r3+b`^Q6-j`hC@u^`yS3Di
zu>eQ`bU>;JzZzkde1L|S)Y;84r%mv$swE@-)OCBf29idPzc`QUFR(kVX;<zCn)?DR
zXOTTHC~dCoe^4D4(Nbk+0wK^Et|w$VmZX3vCP0#0hai-G`PumR(9&PS`QM`+ui9E6
zWPSvf@lzIA6F;ahkT1gVMZ|1iy8#M90DKXC42Zd94Oh*KagkvUbP^x|e*&@TA1(l*
z|2G3JlFiM1dECTBXvBg3B@D2FwyOY_fZ5)!!L{XOMgqzbvX0|$0OGbBlS1>7_r%}y
z=KR4s5g3kZLSl~ef_W<_<(T1RgYv#qS_|%~hZMQ%U@}5rBGtOegWK0NTUFP+p$h#1
zwTWtO#C!Al?hHHa(`Nq8ilboADvpedPz_xwAOsu}L}JiFKk@NmXlLUL2BFP=DPn?P
zGIbLvGXAYSGYx}70#L#0Ow-U4%PT(u7vGM>{?5*fHs#At6}qOyL!AOi6$tbN`6q(}
zZVx|@>P*11$7U!H1ija1V0<Izwursq;uwtjiZidwp3sZA3>`Nw8W;x;mOnuaSRD}l
zRlxK)L5Btoelt)KWpL8a!ZJ4y$}Z#-dDiPil2|G{JI$|sI9wya*i!coEUVAS<8+q{
zjD_uja@ndc;CXtu@Dap7>cL5gIP)sET>r{%(nw+cb`w*?ljbr&0ZWoA!JTIdgVe%<
zKXA=x<<m6*2t@#Li{yXvmmYv4E?z9C_+9VgV(2=-iL>GQM>m$%)Yj2q|1&@Q*;l_^
zU|;>$7ea9YkXjF!f<USACb#BD%96s>D8uTD=JH3)(@W33;tXDjKq35<+qWx;G0_2P
zV9X04FLWssCj$|615OYf4H}03Qgl|b)V9fxEF<0ee+!&GjzSDZ*lotYzF>i8JU|dB
zVPW{uX<V%|NDH2~scp#RmY9`++6NOpX}RXxcp2)1Zy9EcfhG2@-;8(=HfAIAqP5SU
ziEse3WPErL?TBSP7WLJSUW6o(<Nk}>Np8@mxqx8hUm_&<kOsXqvw=|ZPP{osv$%D_
z9i*@?X~a3}Y=m4pGk@@^WcmKr8}*X~YU7VlQ6|6g5dk;NWtV+yFNJK7S-BOG5uE4W
z%sCSaYWnAc92D2kh-z$x924|<z(s>bMN1ZDN1`8O9y1N4ogwMqWjZW7BK()y1bK+b
z`mi(5LfUQEuU+|tmjN-b<(6<eDm^OJ{vcR1DdaWVALYt_E6g08-%l%m*$cv?fhOH2
zLlB(#VBFp(Jp6ba!=Ous1d>Yu5XE8R<9h?=VXWB;3zw>&wLlPF<KH8L`~Z$;b!af|
z#Yl_IQ_-9FeqDqF;Tn;j)qgPUm<RnEoMHrsF=}M|lc<mXWc*)*+Df)-2-NOcg7j#>
zO9O+2Q5F&u7|h-v?2d=<16=XXf#HA@zLmjI40E>qe>+h#^$H2;bD+Net2<p0Wk|aX
zz`P|F)(^UX6SMg0SCe(^3E}z2RwZ;ewU~dEV*mBcQ;Un(U|Oqr$epI&YSZddLXlBF
z1mDQ=_dVzR7q#yv3m%pVmj<J<xSpz?fX_K%27_{{3C1S&1^4hq7dX@O1&wZ;iP`^~
zcV<AgN07mzf6z5q@5>IuYhY;=2G2e&o&%&KRp3AR_@6AXx6*DuIBC|5Vt_of@O~l&
zn{p%3e;+T0Njwn}Eu#$JbToaLzRqQgNVPI|l33sm{wq&Ip3?&VrHd+{|J{B0CX!Pz
z8>MhhNT_xwv+=T*Cs;oHgWSOLSVX&guZKK3Ej;r)MBqOk_APjaH#WLmm`UJ9Lx(OD
z-*87%nkv}lX)YsurOGZ8^r1e@8~+4R%)3<S2-VEh3K@nxpqdq2l0zZXuE&oZ6h~!9
z5^XLkK*nBNqVeK@P$6nl-?*0DrvQb}qqt0apBlM>C!st4#S`#gyoI^eSk^U&pEv)l
z7p-J_kVbUn3XMkd={6wro`rodeY4b+sSl45q!Mx4cM)jN8_}fh!OldS!3+OL4nOKd
zf;!XI_HAu#?O4J7B^9JusHm7!npJ})1xoe1$7-V_p6~#}VaH4R6Vht{A?m;W`sbz!
zSZr=sG-8AIj=UJ46x!I_{H0Y>5yb%Z2bWUcckfV{x*ULiv$^|ENc+iReig<3S?Bfx
zA-~=$G+OxQ&lMU=;5UF;a0O)af1^eLt}7_Bz37y_lm7D!$Y~_{hlB@D23`jA>7+Ve
z+$KRi|0>ndFezkry!Q&uW#~<K)di-*|E6=U{D@6#J#C{^V}Af-yfEr?w~|&AHUUA7
zYPA751S&AsfHF_rrWS$?ST)ednT)Xi^GdTmrhoeQF=<zmp|U|i!8?kf822s1HMo@_
zTh_8UN2D;2&7##owPoB_!i%8&WD0<g8@JN}W7sIW6)1-7f^-UB1~$4O>=baxZX!N%
zxH`eM_68bQa+F9#mJZFpy~#lCF=1$5`~t!o)KJU451^3qKZXY+Y=!sa34;~JpO;^T
zAj|@Vet8rsdLU|vHe~@v6AfYTBF<jb>=;D7h)M>O4H+c%kVxtmFZ0>X;URtsm?972
z2mng-Mb=dm5P~HDRR@DdboGZP&7?5X0O>bg#-HnOyu~1xLShca7#OHz>k1+G(6lCm
zOaE8>g^7aHfAi;^V75e2xZnFPXP^l~l6^1|EfTh5kO2Z+9_`a7LNIWL6Fzl*wtoKC
zJrAW5AQ?-gNG%}O@6XZkhopjri3txhjEIR3P;>cUHyWvS9dMyjl7-9i2^g{=4ccty
z>{73GM^v|pfmYB+LKFx^t)+4xT}J3nkY;9ggO-RRtk{bI6kf<}g|-Yq)<01S(omS8
zn^{*IQ2CxOfL7%ZR9T2}BXi&e6pdimy9v3}z!1EKAP_Bpwdn<*(I5`i!2m34tfm|u
zM>I6ZhR8TavOuZ?iN{sJ;}y<0nx}A7H#;A#KLar=@?k<G?{`m6<%(d@K^$q>uWD*)
zkSQBd?*OuFiE0@JQ{II%w=;&@u`{6jLxb!J)Hi&`T=OdVbB~Kl$j^w0h%f+siM-mk
z3>648h)4lcZcWgS4~dS(K?`XyaDwaj7fd%GbwxG++-GJMheQzJ8bfOtuxt%Wr)+%?
zWvupAG|);Y5V<sn=pP7MSg^PQwK@A03@&)wPk1zoO$}9bylCEshN*l6VIja8fU-Vr
zx*zubeM%HD3aWf4qC};n{5l2UX1oW_$0{Rura`qW7czG3@9DN(2wnxqOEyTx5cS3Z
zctTl`zLm8b%#evLFn}};_#$*Ll%QR!g<TNP_(SGCfMk6Jlif1s?XTbWlbKZv(~+qq
z6ndqSlz%z4<`!dB&XE5vKVNF)N3((^J;eU(SHyI3T#tZB2FX+p#rz`>@LdG>_DWrB
zBF?iR9N~VdvkU5im`@p$??J-+<>;p!2<U+xjQE3)<rUB_nS^Ff6G(D0Nk;w@8WF<i
z9|H{@$!3@b7GW@;UHO+u=zYSkfBZq!yNg;ke)syKt|*6snGnXpICV#D_s#SXdjW4X
z^jjCq;W<sHUxvq|2XtI<XwD?IZyDf`YKC49ny?X%5s5TV`@%#>#J0<yvU8pIn)_#-
zFBFKgS%Rr(Y8yHZh^5}8&H4X9Gn-t>xZ%F>k7a1dzjvk~`s`qu5T@nd8ym5dzslsN
z-BAAf`O3+U<86hzKP`T#1IY@XSm@grO4J}wryp95ndeo5g^cNYqTe*A*N0)I{{u$L
z4FgRaLh;UX6jfWTj37*U3?&D=A6_5=G5b5S-vEUEU`lOWb&?Q5yIVXCL9X1Ni?a}Y
z%tMdREV?S-KkWcLi?;oi;VY7O?CyqDT`jdM(7dQZ1vQiTI*5DppY?*X>EE6rF*9R(
zK<3LHJJy1J3@CpXd83%cDu3^=Z)%E)lb`K@`L?)n18#`G+o3IY_q9Hye?c+)MbuKi
zWk4F4tKe8wc@0n=wYVhyBcN3&!w!->hgD5@NT9JW0dw*q6D`Dgg1Q9gTcliqGbswE
z1jRtIG>{t%O`qxSm#DM)ebp=IKr)JmR#t~g6%`cF&_F@<7|3w&$RgJ6%3UZ!5%CS8
zhliN}D8FI6>;qJe07~x8EcOoA%E1GeV`!6k!<k2+P<2561@4(~&sTi-87~KB#b7!e
zh!Cp5G!G>Q0<(vD_7@Be;h`U!Tcx9;n}%*0!php(-iE6e9a;@YbO42uI4A}XD|BXw
z1|-<fG#V+hz5pi=IrLC{fXnM0IIbW>H-G7qesA9LDNzd4PRyp6K$wttO95B5%lwP{
zyJ>KTp(ADt@Q=ZmHoqDkxDQ>jrzgL`HMi;f*GFaWw68k>)B(dM>$l*RMVZZpp=bmP
zFEd}L`t`H9{@18A!Zb&gSRhg-M~kb8Hrh52e?Td1`3zo`s)-|<*#l@N7nK0wc|ivq
z_(ft!v-B5VU>JZB>p->gtH4k?*}fXA>KB_Yf}0ruD|2cRDmcHb)o;W>W=1es<xnqy
zwiMuqxW?R%U%>|&i8?=hHR|CGB7~`#z`q_jM9~bUkK~!sG;sSphQ=CRi3&8aKyrwb
zWjwZX0W%#J6nJ^Z;IRK)Py?R;Z9?!@C=zMd*%i%VUdF%_1&WLVptvHli53^=w6Fnk
z4AFiAxuqbD^#~DWgTMt*NXQB8F8;~CgY5G_iY`*t#Wbb#Jo{zU6PVQj-_i5?Aw68B
z?0~0)$_5w4%tdJex6KOgrg6ak1&tB}^YF6x0W^-2$5W&YGpY{fVw}!T_lrwfW^G`w
zavc$SgL10af)sr*NeD3CdlLa7VbJ<P0B~-xrKP3#F3N6@UQTU83n|7fV9uaiiCAj*
z2SgAnkfoxP=<GhZ8zPBx!(hlFPA>Sm3<2?dudf%oOh7=2=$&9x@f0Mc1scQ9-2DNo
zIlLhdAkA5lk<n3a=tJT_?nH#FE<x(>>^mUtMtio2c(NWo5_*9U3EZIz&67oqDm-zS
zD(T*PD<JwOR_LAT`Z}rLxUD#7DudR-#ZG~dj8FnQT-Je`Hw`E6D?;Rhj{oMm4>Ze`
zs3^hMQ@R47CUf^#s_<;-Y>jiCA7JO+h@KJBRQ5`wR>VaVqKQiBGAH9%DeEWD!omW*
zC3NTzjh7ebE`IHGB?z$&`T!uX=5UTO2^yO(6CxlrW&=RhEjqg9tZgDpk;}NaJ?Xhp
z=H^-5aOw(=enXECMpR8J?jx-57lI<%yx2YdCJejZzJhvp(#7RX-m!j$)v?7#<YiM(
z&_fHg|I6M*0;>BE3(AM)<xo1H0s45t+tJk(!O!yGfr=BDc4dzQdMoVBCSe;-uw<>g
zFASPDkIO($CJOPh(HB0!F&jvbU!GggZ6nhom)vvUdOjO)Hy$fhKgxU1(Pf~LKp}&a
zI-6y@wsVno?a*dvcmXmarj`6dWD!E-&VE0vFwyq{Edu}f$u`8Es{TF5TYyz`2jq9q
zE{4k<6IyN0`~IufZTw1JQc?s|`Y@V!kFc8H!*N<j^3575q19q)5jSAmjPgFP8aCW4
zmSUc0t}pEtD7qzKmmM=sy4ZG&y%Dn0?phBID!}Jntj-Vsy@oGb`IFFIC%vHu#|~_#
zgz$zS1F%d1>l~WPh;tnVnFFSMw)<;3e@~1&%QrYNF1x0&Jk}V1{^J{8(VPO?HA2m4
zoczmd5(OV5*n~adUFrT(0-?ZfvFBUN=-w%w+jNc+u9K@RUP*I`s>KzQv9m2D!7H5?
z)~>)-7DW<Am^sIVk-cAO`2=+oN6$3q^h#Yk@MI0lWMBXZt)zf(vyrlVN$FapUE~(*
zd3_$u7u!@nt^3u<#3a4%_^u%+O%Sr==>NGjDva6!#7Q^Zb`+6Q4B6%1y$;gS&};Yr
zBQp>`5<&MmUuqb+MIhvX(&922qF8~M!~bX|u+#xzA=1BnX)_G{SRThUD$iE#4iF=2
zof6+J2-W+t`)!K4EP8QAgv47akTD(WvdO{+8olMLr`y1Smb!?7*98DEgedt1Y(-B&
z7y}AnWI0aw2cYu6$ej(eXPG<SN<IJ-81@I<wJf@Tfzh3*#tKoj4i<oc_Z0Co?-1Y*
z6&T_|x(R^hF;ln8=g_jT!$7>t$Wwv{nBeyyD;6O03a$Fy1qe52<b$a`)6oMGY~&{*
zV*&Vkp6Ke{1iUU{fR9TOL2gaJ>sx^*(KPkD9t?RQFkU-n!2n4tBl6OrQ<)5IJw$v8
zeSqC~HDGce`8iy5g%{Ki=l~Eg@A?WjJ30LYcMuRrK%WvOa$a!TBKI=%O4-ZfvW-F;
zJ^g6XtR3g|?=~$GnpTvRB_i~q!Ge3BwO54ihjs~2K9uI?iW3vj5Y7w?NH+hx2#y+|
zzHRmi2kGd5wPLWG8)1-l3{P}ZA6tQK2p+-=7295uvr#Vl-yR*$Gy18#mhDzP5h}kG
zI9f>7Z-tRUB!UphK85R1GyN@azeFLgFCNZLOS=MYF6RDW2s+47(KH0wNYU?v;bJqo
z``7$TOPMcwA@5xN7@~tsm6NtUAdF%(@1*`jXym|umec)eOgBH*(t?lmGyUhjjBN<l
z2o+S$G+mp83{l740yFD8IfO%?6stRJe7{s2v<SvoIRPjnpdp8dDoq5CS-b5C{CfLV
z6G0HLVunfGt06cY;JdY>xBTwN&Cb{2H7K$!E;F#O^bZd}Qie=K)_3FhoeSV|qi8X+
zS^RzPIo$9r${wIOH2Q7d$9+NvfPC0#rRhQGe!R+!kpC<ZhtSlOTn2_PDUL7~U_tzV
zr23uLlv1@&0;DWIpi8?;@aQ^+!TT1IjU%6Pr0@9pCOP?i00*FKe%8TJ_XfM^f`Bh*
z1xHc@QNSU}16WW-X%55#g+JgjnCW^?a~Zi!;3~NV)>TmiehK{?8jZa$y{`AQ7q0Vj
zNLt1qJXzrBv0S@$Z6O;5?~e~am;MeW!f`KPhQS1(GRFSwasL)b^%hQ}U><Mt)B_BD
zsMVzFO*avoi&$qit#W#==u43(D|UMMKd!v8f7}H%$|64-S&{FD$_u9NAJxMB?Xcq9
zQD&KMchCiSZsT80V~kxpWS5OEz}~{VlD`ew6Lc8deFp~z8tSDPK$ZV58o?C9Whf&W
zpb&+PX#YVg%g6=<1oVEeD+L=E1WN>Z1SPpOkRy<KABfyG#X~hVvp67*yi*g;XKz}(
zl<cbHr&Oei>*YD3k9ED@_N}%>Z5T%i*RF}FQu(7p$*1k~;-MGgH|%QnJA^&e(D=0j
z<S)CH?y$6~{3d2n^`*HSQZ6a~&i?%Tjo{aK-v=b&^la1fJ@?bg_5)kj=ass1@>$QW
zjtza`>oa}uvOO|s`;`}n%aDSk<vE%Pg)=gb2YIC*NEOiY#<N!881RLbn0^gbHR(=#
z^Q%RtXG_|eriOei$EK{;3=J)$e6fFadiurQ<9uk*L&f+z3YzcJO$d?o*K<-tPy(SX
z59pqV5=3+SE3<kY8XW&0V1Rt4nt%o_oPR+Y{_5JJ0iES$U*ZNAF+}Lv{)cL6YD~IS
z<mXPS3CPt}wLSh;Ap`SWDQ?3Tqssd6$^t|lg(z(i9LQfd7VjFQLwP`JJz3T}=QytN
zbY&!j<oXhfML7=epTV3LvA7|_e4~RQa5HT}g%njJs_5dv7Z03Oq()t}DW^iVtDWuU
zdQfE3!L}V_+aKH<SE#8GtDZD?!s&0IDLBmE-U@!zJtzcDMVLt9fd@4-3)#sCO&bK4
zg-lvw1>H19A^;l%A_o!>iahvZq{X0|mUnJ?k>%U9MCH&U@?ZDJb6BWuDw4rE3Y6o|
z<W$I!K(MEWEZO7cIdrf`rerU}auqT*XA`V>tR7sz3G+-pt>2icXP#8OG<GMIgyD6?
zF^+@IQ*n_fC8P6&o3b0TWfmKDJsnckO)_Ca61F6j5ETAFB_1CiYgNm4dVz`r8JG$p
z4jeh*RKL<vZt&~|L;Y|8%^mRY?FmBTDaDntCJ2iAqs$FFZ0zqaYYapjto%6@B4Nn9
z7CHUKyUzMc1<$p7c`I-)>O{M=7)J@QetWT}aVkWd>6;_5J~1Y-9O>rtu+t!xU9(e3
z@Kwq_{%}S2!Y1;F-l&brCQ(Q)m^CkG6bS>t7-9zJ8|H@5_3tVi$hDA@kGTKfOX|Is
zp7_;71umM&C8M67Tu_O^He4$;>7k9Q6NCIL-*Q~ArIzfd3IzLzeF9l9Wucso@T_k=
zH1DoXf7k~FOg?;n3t_YpkdqL;gy}0-dUa5Hek>#t#eqd_UipsMXdR#M(Uph~+z%Tk
zA{O0>f)>HeQlnc;z#2e_E@Ho4zv)q{{T|ZX#;Mwmz_DzC+)4qQgvo{gG4%zG0K%Bm
zr2mQV)!<&(fF>JxHbOSmq{eyEx||PU5PzR0pa5P3UQF0`4lf!S*L53V1=yhY&m2B<
z7zeINFinCBJN*Hs3Fx@q`}>0|=|=l<70G9MloR_D*B8rCEpdHUUz)7Q5#pOUbEjEK
z9n<C_BxsSGMg)ij6M8LA_vFC>38HtTZHb@r(4iL5YOf@=t}v73C7a6KLrYjsKM|dt
zeZqXqq!3!QJ&d(dbGO>>cTgmXe}ooo+Vw%t;5@W`|2OP``*^)DxfqH37OfeMXhmmx
zJX4lI)d+$yE$#9p0;(%|lv;j^QAY9K8FQ<=U@il;dIaV|Du0oTnwpgb9ZPuqQ*tzv
zDgf+8*nOaE_+oF?Ry(L$Y7uwf0wkV390J8vn_~<1v+^^lsv$~N>8~HUm>N1GQLiae
zJ#_sK+P}1}P!iWD){X<uCb1Ba6+pFF)M5_`WpIXJKn<?Bt<LjE<jTg_I+-jC2ZeP%
zoDmB6Amx+MFuVz7s=}$QaG@cO0}QQIM@kIaND-+4sqESk7#GivYtIW8E)2uLP2Ik=
z0SB@HC}xSM^!#Pfj866^IYyIm4%pG$zdPgqL@N;r3M4$9TwI+hDf(;xmH>)SS^-Ok
zanIJeT6!SJz;%X1gnZD~WUs;mfa5v}u%%CsT@8CM&K~`08yMD<@Q#B{!z?D#<G!F)
zRqsj#V%i26<V^^dM5VB~5jt1bp%!~ld~BMt{>8!=p#3xqEX0?l3)r%7=^AtC^*?Qe
zMCt@|$}T0#hUB(1tI(w>Y3DrFcDZ%kxiVSY(>@}0cYmLIQMv&NI0StO&s0x~ZVxDr
ze4q^;Q?+6q7CVKr@{1UC@bVmAW^q8&(nsRe$9O#-fr!)#3@Q*}9x$eTQO(@7D7_?R
zy9Wr;fA%V6B|^RbpPhHr@>$Wz+h@~elw-`&(5Ngs$PS0_;<EqnB)b^AlgMf`XqKa+
zfk}^vAj3GP00HCuzl~v}msF4)ub)4=*5BdT@%3!&yMI;|={LaL#8bgo+!{5^8(DDl
zc?^$4wxvAPc#bu0DHpmDjt%2aqSv~F*~9@$gamRGSM_9pd-LJ9*@q7@@KkK1+9`t^
z;3kM8nM7KfFPWm3>-z8xcHFObU(SGAAnRn8`}NkCmKD3L(*$%65a?3jF%$-Aq1Z_K
z2!WuYg(xe%5fz{xMB8XiMOE=_=tir{Sz~pMwuqgM$tQ2L%VlTzC-lE6xSzHK&HX6|
zWDk#d+(bw^(850h_+4b4mJLu?bL-w1fix(R+9%&8UOLcU=jJ+p2?bTcV>s?bJ{vIp
zuU``hYyZK)^vFqhy(XEP9F>lJjp2ddkOM_b=UsF(1CD1+^~{^ULgQrk#(pQZCPegX
zPL@djWXYlGJX(31q|Wx$U(5>+X+}XHd8M>pyd!!aRZ$-z#em`=^&k`DizZ7+m(>4c
z^St$PRtnXr$8enWZUUk)c%JdVT09Muaj*yE0@%_KD=SRfcL;9ffNdoRBFy_-v+X6@
z2kRa^a)=a6aDAvaQ*!V+v~+r10Y~4T)pPTe8Numde>Np(oSs|jpdP_IZcvMbEm7Za
zR*HmlwfZF&G=wjZ-fXDXdp!9}`|Ga)73gAq;S@Z9cdUeGg3qw^ntxE?w;vo>XOzw)
z$+hQ{FT!tdF8}HC7;mc7VoB_McTSjS)0urN8^zK1CE$xd#P5yYtVUKn$@nxqXN4!b
z6*}ZqGgsCkuhL*Vv$mRtV052>;rGy91F_i0>^)IaU3$N}&^xx`EL2~%?>x6~*LI`)
z&Yb7nUz7agys7k(g>dRaOM(m1g<=(s>p6wlrYb^WV2Wprdj)A+fr=_y8r;r(dIM~)
z7Zv&UUvN3-$-JexY^50fh5yh`RipeHYt_(>h<3E$pgt_>t@kk@6ao(3mD+&(i1m9M
zTWB<y-7eea_ePkT+G=CJ=UE0#j53qKSvEhR;b?i28Kp0bg@%cKu(*y%RsGR$BFz;>
zZ8vvcThF+V1~rfO9SX#%s0TTgYG1j)fVMF_XkgB7c$A^}K>TIW&Zi#V+!%*Ivy3+S
zugoe5(P|fq<7;np!p`E34%scm9v{GMZ+DsG*i`;!D<pf{U{@C*-1BM7mGcVVc}<JP
zBSeGV8c?%2#Vh%U`S>zcy}U5Yhf8E%zcT-Gwa>zfW}=i+(rKpc?ZIj6W{VE`gpy57
zpsUKZjx=k-pV{W_vt%J_4iOj8(c{#aF#V&hZ&wpchGfHP%26QmGqG`v?lncny7|WV
zcU7u*^YB}x)TZ9PZyVE-T4f=zxx16YsF<$1)7c&Dv|$2JQ*@RfPM1+yv@AXsTradT
zr=z;!H+$TgB=pu#+gZNXa;v^<oC!k-r*p)&nlHrM5!;DV%c{bXa6jfg^0?|vcDDX`
zCZFDU=nZv;v*`$>*`;liIInuyt|ilf*dwQB0qGhH&C}~si}1qFYcFlAh2tu?KIo<o
zO|U%JSLrLY+NTt9uQG{yFts|)GBKRyq%F%>*Yb|4s^pBSKcV97mxeYz+jOUg>o`&V
zj5(=Vf|&B-5nNDQkq#K;%#0A3vsn?x>e9Gzngpf95(ONsS)SP6yI{TO{pU3;MW{R9
zhbfyyPnsyX@$PGA>W)8((0pqW{j`M1w=PwA(`U+09wx|5C3Wq;I81W-j6$6yoVv4U
ztf!<xFjzLvT(rSES@rX4D;hMY=$ugUGfB9`h%y~v?#KVZ_d+4{q09dtUR3NN^#OKb
z_I-|Xv#iQZpT70>?RskV+)Si<;SAHOb1-v5*BVQKS7a8pV>4wmhfL{j*D@E(kY~g<
ztmvN@Jz)xpJk0(XUMLwk)+P~`F$o{4qkr4xNe1!D@eSYB0ydQU^~o(<D~-cj-7nbK
zCSE1J*)f%kexaVJUhqjqv7D$!HQ`58gZ7N`1FVo|4mV2fUdFJIzE&2m_}<oW3-)#t
zGm%uNefvH3$8Lm~;fZJP&XPPZwD`n4K;KtPYsDExbD1aimt}bbYlx$z5=zCI#k2Jg
zH~wVpKBU`q;w<%L@v`h5c4XD|4`FYKnUA|I)uXR5lgdk@m?|F*>77$QHPg--ulK}u
zH8n~*c4DbKC+MfD4K%umCm!*&LWIx_FHk<$W=i!T?fJMQ%I#zMp$rGh*ss${b%kdK
zTED>Sw$#o%4O%M}ogF<#+mzXerMQ@vXE}`brGIriw8u?5@w&${T4ZUn`)i-mdSwcq
z%fIb$ZGWJ-V1WMd;kD}e>lx%jMnU79w8<MVytlESS3QsO^uW*W2nnp1sZ%*+bU&ep
z3HpsgQZ<5qPPK@efysYJ+Iv%QYT1k99_g7ge&%^i;J%Mz-6yw!$qzO%b{~GA9o|d9
zbyrV!AyVsMxUf`gGJ9W)LJMxovM80iyuKZi%Nji75g#PR*2w#kv433Ga2%u1BEm$E
z0J}Syu#^S8*Xv^60A6@@N@P*ED0dNVkhMS`5jI_rAf3N_@ET?x&VcX&@wGHGtG%Q<
zIzD~@Wo^(>0U(=hi*TL}_HyZU*zA9kA9z>d0X~+^Lul&bv#6NR!=z-|+cf_{@T+==
zed2N-&SI9<I<D&vZhyr;Ebu;2!a{Pups_NuJZ;63N|#bS#Us&F(tytMy!)>|_JyNr
z!d2e~J7|k)y3byE;BoEQw`Px>aM^2KSNFcI@!#3U-Qch^(Rtx6=uX*2&~&FKU}sO_
zXR}j8J^7>!hR$s1`l<p3&$h=EqF}MT--2~w=e~>`hW43}kCt7cM7`GuM(Uy(S}9#i
zC7LXaR~MC}1m~Cq-wnUS3#7O!6s&M4*^=m|iPlLwr*CYuSbhU+Yj(8v!B~GWg1O{#
zVwR_-;>GfqZ;{utm2i>6t!u&JlwY~Fj*<pi=4`9be%qgeH<Hb?7$Mb`E?P?kty%t!
z9y;~WWap(eAv7qt-!uU1=rXQemK*zi8Z~JhRUvf8hc*gxhm~v)=o6W*F9(G^wPjVy
zNMh*5e>qP*?s+mz$&j0Gn5np2ytzO!Vl(Ws8UKwfPg%LhZOSn5&8xBbCa?HIA`h|-
z`!l(mu~q3k9V3NC96x-#kNh@w+9uZJgt^nErYI9bTU2K)6nV!ES21Q3rk|9qZ<e)H
zJBKutQ8mjnYL$f&2dTdKoxmK%@Bj&UktzJ|j{54~jdgUVJm2+QA8Z}HU7tWq&}6uX
zpYhsp;$rwpB}>g2++Zgh)r1w?X2#W>^lfj-ggmFr6IFOVpS}7Rsf?jko;8FX8{lPA
zSYsvC!q|ABqxk$L4~)DhXftjg>sGAPI!IRG$x3#t@P!oPY3Fh|phuAc|9{xu%W%F{
zQBk1}gDRNZCG~Z-P{6=jWILiJo%*u?|C(E&M%bpJ@{ruqr*+64-htS}eiy&iFdo}S
zm-HSt-D0V};<-cZ5mj(2`sk?<^&eP%#N*CMnXp>p$7sSX(MA}aP>(H6_gVNn#pW;-
z=fIWntQ>y>M_5-9>o)7RJGH1czM4nNC)Qk#la!`^?lQ$z#J!~^9LG>t_aL00&T;KV
zrJoZTE2p4Y?B2U@wg0o;m%6h|ia&1j_=+#vy?={4;IdY%HHK~(JN-<tJTlNwd$TZG
zCw%(xysC;n?iK!Z@~(@(M~3@xa$CUqCu`rCgZSE{_P7i42`2%ItZdu$5V63?E#-sO
zS6F9^JvRh<u4$wl1+^<2*++@0WXn93PHXd{aqMxcU9Af7qt~&wB<j$hn0ME3EDR(o
zAX3qoB}4PgF`Sh7p|jIEhShLJATxHcY~kEVUutP1b%sB4N1oHH$PctfDob*mVFZ{N
zZA|A%P1>uBIW)foaB{q^zsCYmk=Jk;Nr?T;JK>7ySg&0tE;=-%B$kPKD~`rYj6PrO
z&^%LzDJ>TVKUZ$=2}#)w`%Y@zYGtFU-h;0d1vqV+17UUsWGc^|Hq+Qy=xg?eCzn;W
zDkk*`VOm?7S73>dOp8n?ZcS^Vlc1&1F*f6rT3Q`S2o>Sr4Y<bATy|QF;N-De)lIbN
zS$y<obLh@xi;1#(vH0a$20VFJNFqK&1)Iu?#={%WeW_^vNh_<$L}i-O30I%hkyW{p
zx1Rin$V(B5A<V;P+Fc4i&-WYEMWQhDPVH}~DdBE-J|P<G)Ii(+;aXpH=0NGWkK23)
zKd`&j{?5t4kGC7UcAWEe;z}9}EDFy(Pi|MVS=>@I4iH%KRY2!XS!#*4YwGieeg0(#
zmT{14!xoz|axxZe*j=l5>$H#@Kt^e4_hn*vu7aZuCUZPa8#FNgNmF6@*A8gS?Yv%9
zNYJ`ty+^tU!@g$pd7<@i%EYFwBI84<Z;R{e!QbLtT37gFo=cL-Lfch5Q=Lai(wpds
z<%oDgK4xs0;Ss)i`49KngKg<+2X^};Cl39+>@67aAqn55_H#ep<Ekrd{g$uzfZXrc
zJ#gll8tlx4TV1UO*XkBMwf}hq?O0W-L7i(o-!s*+Nl6rzNZsfcoY!TmL}wLWj+t%l
z%)BUQbFa5giTBM)U8QY>dnG>|3n|&Y$Joj;8<>!@2n9~E(EXCNING?bvSU-W<A$}7
z72NK{K~)uw?O{oXXH1z05oww6h77X$lJ$PQcgpMbK^I9&iYQ-a#w&x-qNzUl!xaPt
zkDP{P??ZeNd!Z3;Q0`H-_Cu3D2!%<b)y3^yn;_lfac4RN^5pKRWf#-D8{GE1JNN-V
znH3ZBWcDR`0lc7hVvTK>Iw$*Hi+QPa!sw9((RGUxy!*LS5!Ew2rB*qM+X~S<A6|JY
z1qOI=ygPChfxTK`<p%F-CZg_*7p3=Ml*CIndC#<3wl?pX`w?A`cFUArEwyu|o21n?
z+!y35%al$W;<&&Pzx$>?ER&0AgmS-j!anu<_z^l*Dh`v2s^gX({UVm3MC}{abcH1C
zbPh)K7dh4WixTIZ>i+OoW@^8*+FCMO^oIBEE(Z=nZim`&&UEdIN_~Cm?FhwE-zl3^
z17WPR*ap=krTUIKE2_9ezlceiJSx+ZHv5<{w_U^31s5mU?pZbkp~pt&kg{fb;wVI2
z-P{anQ|E2uZDyc!O^B_Dd;5dKTXkb<Bao>&)P21+8k7fjJuXT!d?w#LWp6MVJ2pQX
zjxspm$|jRyL^;j*PCsp>ZxnXMJDc5O9x)s`cf3II<m#+75##6Njp+`$&AG4SaGEwu
z)0Nf|<i#&OkZ6^kk{w_+X0GK9?!w!>S*6Z?iN5^nB^Bf(45dM%3o+k-i|joB=V^ds
z1q^sZbpe7WZ)9lzfC8Qfd)gP)#=&Y(A}-(b$mqi)jU2vuZK_{;h=p$+D$^p#>yH%5
z`HKaDtTDqh>%R6#LQExTo{~K-Q6qRT)bi<<v^zdwYi_cbJ1tG@!^ks>bPjJEM;oa;
zPFj*>`B8S4de*nsvklW1=xg7^7f>!R*7}idwF*llGEw7>^iSN25K#Z}nzXX_l;*^8
zY<c8ZsSHa*Sks*%$LQMBw`A;tN4m#a4QMkjVoxqd-#8$}O1+@q(Y@@#DOnOL+eG*1
zg?&@2nM;d3VU>YTmvopNY0ksT8Bn!MRA)z6%}9hxG9JBaV|@le<Kj=&r0S7^mObs(
zZJJn3?{$*o4ILCe!x{G*lje{ktNo2`iZR$elC<yR3R&dqywy*e?wMKJvIXUsB5clK
z<b<fiV19xNvt(=vH<Ndtw}%if1w9p?<^Bpa5H%H{Zd-#^%(|Put-xpvF-NZbF;zm_
z%W1!EQKN*UKBxANaA?AOS1O4DD6d7XR$OJRT=CI5tWK!*NaLQ`Jh&8?b1_*J_h7CL
zpGk<EFjZ67_T1$_-(2l&bEMcfQSMjwUy2~XIkBzhT`9L??Q?l$cl#z@XlFZdZ%`cS
zm$-uHA0CQ=^h$-BBNr&;mgIzwpn`?w6NZkMY+FW|2hq06{d!Io-(R}n0hFT3S!(zq
zSR)~N8NwmCv&dK#KML<tTfv#hEM#KL!bz%TSYBJwB$1WV9MCAbSg!4ZT^;khGml_n
zulscLxZ`YDA3A@&!z@W^k<>#EOWY(<%LA(EwxvmUoEa|#7lqY)s1QoK%}s=IR=W9W
zW53MO`C{Ig#zf=OxGn+@X#?g{sMQ8Iaej4T=WgoU8Bk9rwPHGB@v$!_d+f)~R>V?S
zCTbIuw@bH<bm%5}SE;IYwkfWK(|`P|>^HAN@T|rRQ+wCI3BxlY3&XPf)pw@>v4fSN
zyHw?*K2L^YgxrM9P5ag_ql?YVZ<H*P+I?Dnsb&{8-Xy=~pT{w;73bDjmQuip*b+LH
z96<L5T}jghoR1|<iGG+J?2AWDD$B{dg4ulZKlUtu8FJnP*5Sqhs-qXtUu^DK7?Mop
z{=uVq-`3E_m5z;xb&zxgYr|*BV?5Khm18q%*_5BA_RSGTU|rO8;ZEknkM@E)^eEGn
zK-niVvvw;r_fL}=@TH1ArzXWQQLN5LF3?KXUD%>Drr|sZw2b5@9<N}nx9X#>`r<?k
zqBG)j=hU)~8t*#3h308>nWA%~ZB|KNn=7+;e461P7b`s2m%S02e<_XH3s=(lfMx08
zo?h5ZLE`t?c42fA?1#Mk>(>oeJ_$el7%f}>nndbB_>F+(s0OOg3nnUKcB5W5w_=)b
zuPeImXl30ue}fY^sjk+8GcmPzVT8NIRzw6H+TQIC%fofwE0@}a=%9iu_m*p;!bJjA
z3%GVZj|=M^lEkXsY>wC`tFZktG*5Gnx%L|Mi95Ctk?lt--E$n2g~FH271EoZnv;T0
z7?6L(x1SukIAk9GxWth^TDF4`EB8}m`Y2xAaa=Yv!3=9HVfS{CA!V#kYV{|nzS3@=
znn5g2ku7pOdtPt!tu~kAwe_&K_6JncjDk)0BCfAXYDm~+NZdFnk8@wv^`&lAsjyg}
z8PvHsvlCWVp@}Vx)(J=8F0fQ$mCKypSSGQz9Wg$*FCnx~G(qNLPe+u0klWg~ax+}-
z$Nt*581qjn4dV|lGCIlE>@lmg?S;5p+gjPXR*eGKh@K9+uuzPfrc{l$(0|_+TFh}V
zq<8a>wzb{u8n`t(5~q#a0=#6NN!T8S78TsW-|y(wcLsTUN!9K$@)Ds&uQqzx|4j*Z
zVRx~*JcYJ`s;<%^1|2Ov=jg%#hd6tl1=VkfbCyHSl7n2c17{cN7KaBW?zpQ2SS1x*
z;!h5%4_zh7VjFh+27j_DF31Sdr>2O0$TacZ*s~HjZmI!2>`(ff5WKW9kq=ER9!Ylf
zQcfiI(37g)`08C+TJEH{5~1svdTdGauox{)bm>Ls27z%pyZO^>(maFl2U(AtFWsAE
z*s<)n>>s}vghuVyezy9fT1KkaQ|}A$t%w#jOO#ReLzF4{rJa*k%D7<^jEuBG#=q_J
zzA@d=xF&4)u=~z)U114xLz)_Ay=#n^>}e^X=}Pi^X}5i^pNIcc`t`{jo9FPt#)5fv
z#{fr4VNE!7Kr=USdqUM{ct(MB;0M39UYv}BzR=EhPdgaHK(5+$faR%tt`(IR#dKj?
zd*JCs6qk4Fn!fk3Qp1VEl?)2T2_pTmcVjBHKE+|F6Xzol<V?e2?zo}KLRh`7XouCF
zUpZf9AY@iJ&ni@Sfnq&&^PSa%V{>wsojrzOlI&o145Mb!1jnUb>}pr7@Cr4unFxlB
zw#{L6$E~3Lt>9h7fX)J@cdZ3i7}_4Et*}I&u8%8dkiIrBbjo^tYwFxl>@({DTr8i)
zVu)3yu<tLG<{96+Sgh%Z_N+er5zNWOW1n3^(@uI!tno0qjpKa(r*I_G1-J=~>7{*R
z+P8%GTv3GI$?h$%28&l$FJCQw61X@RTHMO@_?Bjy(l3d4zy1Q$PH3~KeBF^y{9$QG
z*@;QJ%^{}s;E_=KerU6PcpLQsQ*EGdl(WW#tzKJ&jNbQM45C(U@?2R)x~kz)%+H1o
zuf@u?fA>)y3U#?iLv5jO8^5XfJ++!+iIhU4@<(4umg9V>-IRU@Z~ry6I<R+OUb-}W
zekNCERGGUVGe_|bV#v6tnlpyWPm3kYegd*(jV-Rp%OP&W#=X}Wial%fdp4UJxwx|C
zeLlEF$5drVlcY)o&WtGiG~|%cw*N8FG2fhHw)y2r_^*|_JtLLn{C3Q^zPUz=BeBJw
zQuV*KS=j9fy*s`nI3imfDB+Gz^HW<9mGrLCpXw1|s_5(*F4-L+{jM^dhWim2eeZTW
zdggp@pDdm6#%D+RKl)LvGU?aK+;;P5_wnts!s&v3-c|#fpVgGYI<enW_FN}%cT5#_
zkDp%bFvCKVToP_qs`|jVMQS{|7)bGo(ek2B_4b5P?$)_Sq!~YkHe=T-Hj5W*7L+UF
z#4JXW_d>sSd;aP$vZL!OrgbAe8xtB#VE4^kl;hJ%4P>H_uZXR)nKedDjLClVFSQ``
zFG#sk?N*SuJ}-7-pK(TP{8vSJ_vdguhBKk6i7hhHvRA*ff`fi*W3ETOr#(PR@9yB|
zc`bm8?dV_Zg|EaluN<{lpoMIicAFX4$Y0i+35$NXcD7FGxY=n*)=*m?>}VRm+HBtw
zBl$}-+y|S*m#uS_4Z{$tuK0ZQDKBmVHQLJ)tlmm8Vd+--?+syeAzDg@V-=ywUZL27
ze~z1yFK6gcY-m^?(1zcr+CM(-E@na+>~n!j0d8u)Hv-xe`RRqw(d$@LgtCNgO>{I5
zCB13tur$?8kJNFh{n@ry78&bnk%TW>adS_fNjVkHWE@M5uhs5lgV`|dmh^%qa=ktD
zcNaT07khMyd@?WiaH>fBl>ZVqa^NbrAV6I3WbF4~j^+EOVR2+in{(5vv8LX!UL2`2
zUGKiW9Vl4CUsn8lD`o28NMbKV5I$PEv*E&5qa2jT6{}I<Zfvwq@0y(C*@^Ya&!27a
z?kMQKJ8DJ`dow0NZCqWNVn7n^zdlPTdjGacHT%eH(f1cejB;qMLTEnY#~Fw*4(v8}
zVG*I?Yj@D^z)&iAy7xf@TOWT7->dOj^KZq&EC3TixS2IMnHmg-_i!HT%8BXAVQXSJ
zO{cHPPAtxOJsQ0ChcYH;)F>yJixIu!jEu)wGTi&6MOar%OTn6<COL!%u;h5B`I?Dx
z+I?R9s$zL`%KbX8{1#fG&I@Y1r7Q0QnNKF?SA*nk?b>@W8{&`zHI8Sm%r|mXb8b^g
zk7wo3=Xgw-4Q{m_;d&~4zhPP7@*X{ww7`z*Q<R{*u==1%yApF_j1$TJcpbVYSu1<D
zxT6xYa@jT7<N;qwYqBtI3Z0mTb@i_>t}M-af2(-#>!@1`QEW@KG`DE+9+-~XU-ly^
z3cWY25pmZp<X+O-6@sC*&?_{Ib+og>?TR(#Mbyo`ahnVd*O?=jFrUS3u~VryewWyn
zpS;t9Z(g->bg4h%<`arFH_CfvSMUtR`dRinNXs1C#iexVy+Zsg&T$j%KHf{r<VP2|
zI7fx<xxMHj7<o{N*~$=n>@sfu+JjAZq<GVgh*qeVDt?WHZ#s3i{FA0<>BHs|OHrd~
zz82!idxaed?5s(6FLZ)_Tp+psSOD*1Li6-iVMrV1=R<6(unW=H_YFy;Vh>;Q%(>JA
zG7g&d?%O@!^`CiPK`BxGn38!wJ>1vcB4K*aFZknGZJmzpheMIDPdN8rI7WLB#jhAN
zwq@p|?oPpY%4l^~qq6dXQ)Qv=G2hQ&nRsvfwS+0MKH~RfkMM$DQ+UJlw_fEA$s=ux
zv*SKOaXz5zA6~~4sp~6p6{1t(zIKsbYU6w*&fe+T{E^SPMsOwWt#=b^7OBEX%&7a`
z74btRt}b$;I`Y-?j&fQ{-lFLW=tKIAqXIk)Vk4?A-94BF4GK9cV+`(im*@KX8@zOw
zYkTR)Ilf)JzO4{`>5U>wWzbC6rjF0@vKweRLHNuVEf|x1`?x^Lm~2u$t@cg5bFuta
z&!_T}mx+sF$`uL+*)>KOOQyN=9oWUF=QMd0qY_#?vdC<G*XSbLqNj+T9(#x^xM0(D
zp*FTVnfw?!WEM!J6H*j7x=IRlQZ%}3kK{*%=yusuUT%9&-pk<<YNS{R)g$f;>WV%;
zb$%DYU!>jl+CBa>h_Q&#FgPYht0hRxpT;nJcw0ro{A79fh8!+s?Rv+pQaj?(z`WyJ
z3U*G#!jGBuZ4_D7foTp3R_{s99a(Q!9#LZ(5kGeyidwvaGQFRbw^6^>GxG4auJ}>0
zjCAkE6B~>8>Tt&$YODN`5--aDhf4$gwfRPcZ<6k?+L;SQ>#f-YRaBMCpy`cpU6GO#
z(_m@XRl3$0eSw!XXoQI3`6&~(DcR<`HEFIdnD%y|PV~NmM{4D13->I}?1&|KTy5z;
zFnCe2hFyOwIf1n-V?nXUWW5_tDfx-Vx+(Bh5$1X6@9kx^AYv?%SRQ2&-vzWO(bo}o
zXC#X<Tt_zDC?$C}uvc{JNFH*A21v{eN^IxYM^9Jd{JdV#A6p+&OFjPKj%3N4O~Trv
zb@$6FBogLFR~$TWUr_tHb62>nu65eg2pyE}O3@lWWK<RB`?KM3Wr)CM1iMI9aaKD3
zrTXy+iOMx{KD+x8$sd=NOhLeo7*~L4s>)weQ4zhnY<B)02&N^!25tgTdwLlhL?K~e
z;@Yv9=xX>N$fe>#X<_K>Z^k2PpZhE&9+4(o*K^9}t`i3H?5kHjit!~~Nh$m7<@r;;
zzCP=eod}n2>Kz6P*;bj#{R@XnlDU#Zv1&}*{)=|M%Elsh2YREQ-E60yekK<cD*24f
zu!yXHf=Kgm{*{JU&N%H(#RLrcv_VV~PxR|X({e)J+pEVuuT&&G#d-Yp-TgZmD_51T
z+jnxbG_bITT}cXf-6BXoWMA>ey8irtuo4}4jK^o#j%dA~@!ERrnnm=8^N1LAV7p(H
z`=sBlc=BRgW6qJGnUp=wRPtNoMqy`vnEWf^1F@B5W6I+Zhg*(Irrwd3S;@b!Rh!I8
zIFu^`21_J^+?o#LP&aKXI)1Hb*Y&h4FPQMJ^cSfFnPxUP@G7P@hlO+p-*Gm4op-z5
zBtrJ{fq7i@P>ykeS(J5gpM-U)_w2FlV1&-p4xc4U#$AC+4flm>q|)A6MVl4Z+P+=m
zZnTZG!>HEhGH<bQmw%;M>!WrwyBTZ6EWq?6t^fML?}ua4k!MA_n5=FqpSYY~n>c+~
zoTK9vW9vGr8ki-Ixo^!?8~gdPM{~-;d|cG)nmwM`myCyvBz9>-Z3?S5easwtp76{#
z-FSIdb5J!GZ6-oYHD`UbW`y=}+Jx#V>tlr<h28@NDV;dhk8Wwzyuxy-JK@e5VE*{P
zxPRg(D(vjwHj(Hl`5!^5^oq|d(KlpzEerx)J__w%1%pZg|I}k=!Ig9Dqw$%d^2DrY
zGoi7ci?;=$Jr%yS-jMtR7>x(Or*YsN{Uk8Re>BSSglQphZ_->Ky3MLX5FS`|-AZru
z@5OElM5~%~ij7y+kD_#)?Kr8m#==Nc(4^FA+LAo4jvTZ|_(txJhdqfLxf3Lkz85yt
zr|($epT5)2wc^$<652@TqZajovdy5wrNT6bGv!F2ec{mh*d)H9EOWTEwS9`=iI%bB
zWZIM&dScJl=I1}X3q;lMrT1q)sjTpok6RbKudEqst+lg_O4X4{o6s#vd;WM+zWuc$
zK_PWj5L$B3c~;1|xzpyr>Bz%^3r4LS1tfM7?XMF(Vyra>8uN6c@4RpODz=HwwkEkj
zIIsTZcr%;t^OM2j<jd_sj8A>;*3VLlY|-Sp=QJtkzM7pCKR$FeqWyxY?9ya?eqi_H
z_<iMGf~-DWW3B&UbWeLX%e?fkQ|CKAHDyMMKDpoKcFWwV_ZG{$Y{>i@-vo3r(y{bv
zWVNtzD$g~&#eeoaTzTYCPO<=Y8dvj}`;9)y{0h-ecW<6Q=hn02e{=VZ+?|aDah);~
zC)d(}O;UN<;%D;pQQ01WpPe7Ym0Y^qH<G6HgJekPFxMW3dYD%6gQOyA(_s^1f_ZuN
zE_S(gjt+iZSBVH-&&n;CjVpqR8kcMNJ&T+ldVD?eXSMyb!EIdrMep_<zW$o#{a!6Q
z-n;j<l6gLx3_XayR63*RiuZazddT2NUh6$d)r112DE<b_T_A62{_FLFe&LcT>JWC_
z-e)fM5C+!_yN$tgAREB*pMn;CuyVk?@MO>^VH1GTj5qa4-M+z+KD&j9YU(GW&9G8S
zmp%AI+i)^SW-YF=BVT`5?q^cy+_gC4SnIS$M23&U%&cWIBnM(?-*Irgx9g8h$+U{?
z{DH0XKm&r#<=n$Ns@T%6+#>61k+4&-iXkih8M8#{hKA{K8+XYsChoKP<b5eIHfhcH
zys-xEhlbW{zHD15&s^zCFOmN7DeUi$yP?GJB*p1*V}aub0#RBwE($wlLAe2e=EZ`2
zo?D_=+z%4P?(6V)U;Nc!zk+&hkQv!|<<)A6Q%q#j?O`-h{|km5M${UtQx{i>eAgwY
zJ8scN>xuY3ee(VAf!XJ%NJA=~p9}O+3zW~_Rc&~Zl&h|<Ofl#l7_w65YzY>p`S1#z
zU^a(;Vldd$YrF7M<=&y6eM!!1Is&8oS2T2u>*=f+cRw{BACZxN9i8qwr2V@12blBk
zURSsMh`SKP-gQ8Q=G(}V`#4Pd#~(V{Hoq*J6cdiakqr*cj^NucBb{}+^+H!q<b6W?
zu*BB_C&v=y)b7=x1g8d`C!6ywFXFblitpD;Jx_fcnQ*dh<Qv(_KWyw?fS-gppycAH
z!ob*|yHa{Lzk7p6Q$F*P@OxBi$R`q+KgAy+0xH>YiWxnLxnd3yWChFD@J}yk-zt4^
z&dTzowX%(aD)gnY5+TE0uFcSSyP2i!&p#j0=_m14ufWR1SbpX27q%S~R9`hFFi4m<
zSWTvPyfz-0%m1{A(V>cwmO^#xS4v-g$*a@TAp2C{{j7K_zk4j!jVD&+4q<J)UbYXn
zMp=cFm1g-VP7Kw;>w7ZZ3FkZzYBlnSSj@C06;3G8HsW?vO+#Br<rU54({I1rAs6m<
zn#MN#$7u)ePEVM4NF1F%m7d;8((N__!3#p8xSTagT;}5rKdN(Ov#grTM6iSzpN<&D
zcQ|S_+pLCMlM+Bh-srTAdwQhY_~dASBEz19*Q}f7d$|0wanZ5~ilDjOJvNRvaV2|r
zvn%T<2biy2?~Ifa$aD}_p7j0@c&$Zubt4m>?!ZuuG+2JEb=Hk|L{(`eTxsyWgMQ+i
z=gQf!{rFb$EArIMPUbnAFeDKnQ6xHunHAhhy;35zh-NSo&MW&HJ@^ZWa7cE@s8E$e
zmOV)<|8nzP<7Yd`Y+DH|x!;{*<oTS<HN-y{d5pEa5Bey`PP!+7%1=uD(ZQe>qR=9=
zyIrokPid*edgq(**A?q{O^?{CP7OAU?AHpOQZ=ZR;9gD&@K~6$4csFPP8b#KyeTm|
z;@Q+6=gU;OIlU(nU!FoaKq!lDdWu@w3g5M1`IRH)|C30|!^e1!$Mp(d$V8>qEuI=#
z)r=zVr-otSA|xs!R`YR=e2>HA1rOi3u9f?O2eh0DEUe$bAh39F27(t$yA;DwvvIfm
zQM4*he2q9w2R1a6$rXUw!5Pd^H^#^92Xu7x?l3a?k9*`k$gQ08p}a0MQA@)}IJX&W
zS@Osk$Bv|GJI@4fS3HdQlZ|%^LFoM6RnI*y#}-<;6rV@=1JA;^R>Fqz#bu0Q{(OW>
z=iBe!@V~TX+z*dVcFV`M*p?p;>_>58xHevsFmYtKX)P=>LmmET@J?tXhC^Y)+7HEx
z#suAZwju7(7mB@9h&PDa@8a@Og?`R#GgZG!Kog<R|9<qKr@!ad@1zC_ufrb>=%vf<
z=qnf_vqM5rmXxcX@LtF)__5GnnmMl;R3s`*#R!n*EDmni<q|$@I}UFjwewO)HWGou
zu*8ivnyB>ypYK?mi0Lp^!dbsx!S9}j>IVT0i{*|4efh1+_O4a$CyIgKQRo{_rphZs
zXC^nK9{b!-Kl*gL_ARYHd1uJm`S`6ceR<zBB^s>!hW-RD*{@TWsg-l&<K*!#E^;f6
z|4`#UPEyr2nJm7S6Rbz)phDHWaE%#T1ml~unGktf`$lWDscubTzwk~PdHuS+M@?bi
zv)UQKGyBgHXKpU)334JTm$8&CCk)Zr6k2>7-bOQjIF_Vt&n;4^p@?b;zor@=eAaU8
zU$QyB$uK1*t3CASjr_n(+ZDnEjvwNv!JT;}xsJmdVkjIDi5opfv>VeE0@^8~4c<o`
z0o^?Q0`Y9vq%6JWbFS8yXxHCTyPLe#&e7VLCu_IxD9uX4=;mIgteGMx9bjloSZ*iW
z{xGTX#Cy^#I_9wVVUVSH@}ZK`2lwk;^a{#F%Nh(r)wbc(KkXSaPFC0?Bgk_Hr#45Z
z4zNl*@ZC&@Ju|W&-o=)2VIE$3&t=1u7igE2=GyjjmE~-+Sv%*(mnu({`bifP`tP4N
z(<fEPlB7QRVW>NC7Y67I(rDj_SyHL5Oua+VN?1%OC08G0`AlI|KvYEIK_=%GHpe1)
z2+`WLVy*gqVsCQ+-KTkyU8x`ud6CKK&k%<hcHNJG$>BVDN-B7jzA!tK+&JXC-S3K2
zxman4S~h2FNgJdM-R56y1;*p9yI;M;tKxu8)oOn_>?V^`%@Bfvygy2-nm#5D$&WPG
zw;vNdKiqzX<0De~=%N3YhI4w9vU}|+7onVaRfIl%{3j37gKoaT<oTzc723Ct<ayle
zuveU~R>;{CeIVdURKltYh&N*n=J|BfAA5#=Ij}uHaGHK}UJm!MR6zII9D&KLT#awr
z?eeZqarR%B&yx@CO-w5>F+Ms8%_ozYT$JB7(W{8++R6QSe6Eo>v7Gt7Tl=o7&I2Wl
z)O!lzB-}Fb{87NMKzQ%%FFC=JkL)Lb1rNg>8VU+^eQJ8L5<aKFCSYwO6xaz_IfP0^
z;&`w4p4b24=^LZ#ing}XG)?2iwrw<S(wL2HyRn^yjcwbuZQHi3lXv&t@4I`9oH6n%
z`(&@Z)|`(fkcnmj4A!U_+;Cd8`ez3QY+OlzG7|8=^#Q{4A9i-<<EOy5)MOyO*JNU8
zk$QG^w)xq3AHwJ5pVU0!TM95^83;{3xi|PYvE-E-+U!{JtItp<)bvQLEZPLwON5eY
zz{JvhwHe}cRIPS%p-J2o?Ld{v3mQQP%i9k|9VDWP=GBMM=!-aulTUBsI;oXEn>Uo(
z|BD(N99VpC_?^s^qZ+V?Fov!Sub5H!S?P;51mi8cIjzM=)dz=|Z_IdiVU9mQN_$`n
znr!E(<cu6PKzmrHPG#A98>WxluWT}=<GsGO*r=J}NU%)^hGfleZ|(|8EKEADfTjrM
zHCM!Cqo!X=qBvX2%f2sEr6Q9U1G^EUU~O!4ik3$%_YjM9#AP98pIP;FjzqGdepu23
zWHk#;AH8Mb46c>JMwB=yaP!*Il%HBe%#z~@4CDfDOCIn#6>F{&z;eLPD%*)t+TVZ~
zqAnd|4WE)2YlU#TM5<ZX>mcO2RRS^6sUc2ggzaNKjyCm^R7fg}8s{?fhjkiyqzaLq
zUI{;cd*Al3|5$Ki0eVjgelOI{koWJj{kzge(MT*m*>3ceget?f&ek54PL&*xWf<4|
ztM)6xt1}M}r%_|VN~cdR8$ex&^s8S|liN!>4025?h2HgAYpDu!28oVHVyaN*lDEW(
zpZVKmT2Hn0nv6MmIVulqcb(v*8DBdTTNj8*z#zUQoe-BK)gn|my|c6bJsKk%_e!+a
zEK?gD)jXH`LED>oI{xie;fdP;lL;?-4_q}vfQ;Ol`6J9V(1drOEppMaJ2=@KuIzi%
zpu&wh`WK`5w}wXYcd;$`+gr_|<+1)1M{Cb&%TB(bOEkReF!RZkza9rxeBye4{`4{O
z%QQ0)d}%dxQ4b{)FjXa9)k=`<J~4MXVWpR|D^U!|N@9Rx;5gYJDtBYx$HL#08EvOU
z+Lw<bU5M|OpSA`AaXOMuY4H8=ZS*6odic%P=+TfITB~h7ybbbj+Xa))1wS{5BF*?P
z0w&#5pml6&WOVnm1~n(uF~plq&*>ZZ8KVT{yJ)Li1Up={E`3WSrBtS0E7R&zS+GrG
zg(Os76^?v~rv_rRTCOi$2HlcJ8(ylrwls_N`^HSi5r6|+FU>f0_p(qUfd{6VH+vls
zYypqz*IoB@LA>#MG&rA*^WPW=8u4u}hj7>e6Mafvl%Kd(DI268V3zSS%ax~sCZ#x?
zS+%4~%z7Yr#7&F={?F&<@plh~q|kIZJDVefu@To=22a+dS}lpKg)0nX_VxQr<jd?g
zNgx{JFVC2#*n)qUC7>XnL3}3M1Uj2K(^1-I&ai#`QHU)G_5JIvOLjCil*tFmd-mxM
z6xvrP-xZGEUKGO3mDItN6tBAgZ^t-bIT{`r*#SHRcNgoaK&nG@N{R$vvGsnt{)&e7
zfTNHuGuY;O3k45vb>n#N#tVy1s|%#^#>L0~GeiS|LLdzf7nn)|SYKm+!PlH)kwDh0
zYL%{lKeZv>$D94&BA|vCG`yi7xY8t?la+Px>E8F(ocP{Alte~Xm@g(HE|(UU^Ihq1
zQ#{ce$#-0zOQ9}25^Nrp9r+JWCHWOao@r1~49y=q!O(*y)NygD6gVc|&+^EFc}tL~
zy!3VO`(EqdI}ptx5GoR+{1IZ;hGNjTNV}?35BiaF7iZd+6fd2tFLJbBszfF9B9|fr
z_g-sG75*U6>DNM2gPs4eoczib!z1WA%@u2M|FF>RvJJOr=4~(j@d@gLC8T5=HjUVm
zMUu>zwrDS?^li#wKl4&Sp0u^^;S7<xik8MFpZ{ZWbXpvEV+P|_;^F4b9xn#&X+2qk
zR4EbeUtE0R8}Mlx;S7Ox2cIfmfH)KvIIWIMu4qfnP-34d@AX4P&8P8PyN9bDRHOUi
zIMHa+wq>QV1}x-^Qs<(r79t`ph3(0bxj(jEK;M`quV|04pT&+{!ksT$TY^nh8Jvv#
zoNCWNo!^+RGRKW0(B?OilvlSJY-)l#YG4PNASx@_e%N<WrHjXrdM(-HyVnKYWnkDE
z<%c|L$jF8J;?RD(F1lmmI7a7qGAY>>JU3oWD8-X6*)bTfXuK+=+}xmn0`LA=pm0@d
z-&aU>iD?E~xgSmw{zTIjxhAJchNO>-Nai~(&n4Lhl6eikPQSW5QzuiXyHUWu%N!f|
zRFM-ZP{kzq_|-<u2q!&_a*V4RCwuXxJ4z!dMyuzQhB=D#_2ky^An1AF3Qin*e=p}p
zcIb4<IW5vxJJwE3rZ1-53ks^1^_98uZ)$`QhQ8lpFh{Z2lP(f?I~U|dhIZVO&0JBT
z;ji~*CGA7e{<QOgERnIjs^E7kxIhZJHVUa0IK8ar=F2cu2r0C*rysDCoyssHC3q-L
zsxVI@SHyU%8%lpiG9nQdLT{#PYwILKvI4Apdoh(&6o=P87qXL(-yL=|uj2W^EX9Uu
zzc~^RXz_!I$GBu?WXao)Sx6#W^{|@wFYurAaeq}9m|xk~EPM@z$o9Fk>TTNGX+~ZN
zOh_zOxlICDEWe9%_W(^q5>j*kr#(Mm7Sk6lJQnR*;c7HH$u2PjrDiw9xk`NS?-?p1
zjN|n5(`5!RPPr<+;4;C=N#49`APR{7n|(K<ZOc*H$1sD@$3wf_!kc)q^&S7`qZg1<
z@2cNV7k7fYY%6A)Ej2~ksAe?2R?HdtAGoimqV_PZS|9whF$tn&jo&L?r}`%PAaJTf
zk#lEqp{{3d2RCpV2Trwi1XbhMf{o@qo3vh8oR83{3vRSL*sm=!=OSv%X;j{A+Rto#
zNO&2E#v;cDVS(pCIvj3hP5S5UcRayvXHiy5L_|&~H8q_tb%_g*ff5bu2eyEmzt;2B
zNl4BRn3V*itF9e40h+;oGb0DWZ|M=HZ~&8jKR^-<05<&ZZg-UEVSoC=v~1WF6cnC;
zl=h>I^;fAUz{U74?Qrn%P~%kAT#*p=0&}FEz~(nK&VAjAVLYp$IFgLt@G#fMA@aer
zWG;Pbzl=1p5}15|CD7Va&~fOBOo~&5N_bFYDe3K@-+peZ_^8|!DH4O(3P2qXsm=Mf
zt>ntnV(GsvE6o+Sn^?wj)r>Dp-}*AQ>81};O3x}MbZ6K({E*o5NgDe^74j~R{I!o1
z#x%q0QQ*8+JPcv)79ORjZwLU9riqEEcrshIOhw=bhGx(vIOsa@YwU*CVE9^=zA-Td
zYRS7hg`H1=GItP*sF~S+RUP3Ch7$V?Xk(Xm?Y1y9_lKb)aK6m5a6bfoEYbHHo-P-i
z4qu0T4~Dh+*$kZ7X02*7HL~V|2-TlE!`@ZN9>5@i{gSp->|SIK&9lM_h21_H)0`=i
zG3U%U;Ip|-5z$^jd6tJZ!SnkNkDUP)W0B08S8(U7%^9*=WTpKV^f?mQs6*=2G!}XI
z5IT85oR!?~9sMK7HJvXQ*}W!6bIvf>{)cm6z)J~+ONXjfHQD3Mp2{gtS^c&^IfL?I
z`?zG@vFe1KN~tG2Si5k#L|$-R1Nxbzw|}f_!xn?0w5P0UfmynI(6GZ$wTfB7yr9sr
zxy)*NO~gXNUwyM7Ob$um=FIK*^mm9Ght8v2WhcS?V&|I%fB#6#)wOr-%N)L?kz)Xh
z_}-+B_fDvSZyOr|vVXdFh1v@LQ{+8z;s_g<h7wjh77o>Fb<&A~`*7<%9~jplr2T2I
zBIvQOotQf4cSSwVm`5**wPz{NY;#f5CR_r|1aGa3cuZ2OIOhXb&~I|(&aueAK_mFq
zAk)ViAJ$C9ktX?8KNu;vO0U!!w_~P%?adzjx}XH9H?X}JR9OAZ9XC!~%J>sVVJNM{
z=G`H|J)4SK8RKnbf~I2oy)w;^D5w&ip-C%#GFH%K*6mB9g}1!NWruFEcyZ5UZO=lO
z(!lE!ZbI?P(hZe6+wtB=UD#VSLn3upc%%x!e(wBDc{0Cs;~=yRk6WN)5bO{`squa{
z4;NHnvs`P^Xk97Zh89>X+o@|va*dMi{c|6CG-pFK0NDL}xMz`W4HPibQj3SiRsi!;
zp#Gb8ln<VT_0C93X}7HX%le>)Lxs6nlxOjql_)@Y#eT_u%FeGn5bFIBk3C|i3xeO1
zN}aTEkB3hvrDYeA6U?=J*RZS(K|t}~d@xM7x?I+|Hs7m!yS<V}hpps_Azr`sG_uhS
zmlnW59F`@+!&JM8bp|<Mc@rAa?o$w@#MKr|Q{-WS3|b+4^vsax<u(%UA`VCIZv+zs
z3b%);w3=Uf?-dQU@K%jHEO3T%Un-Mx;xVK^*{PG|3EnMu#)etZNxJUw4j!iGuhZ5k
zsfA0BoH^+cvh?=`3(oO#ZT0}D`kz*b;a`dY4!fl;kS7F;JNc)<kBW^2hT~8IIet>9
z?BS`_Eg?XNU8asZFjO5#e2)c^Aku&wMO(mY2~45}Liq@JdDDTQ2>W%%MI=njqh~|M
zB8y+C2?+yJ+3*@fd>Fy-OiUj(Kbx*+r7gMTAjEjAo1?QoCFh;mRf&VYQult>hd<0i
z9jBrSrKM^cF5PxqrY+!jsgB1Sp6;LJ8_Gl*fel4)YE>(?qTV+9oa9i%3sTJPHD@@t
zB(x<Wm!PJr0S3DqB%uycG=w17AXnm(3{=V1gi*Xsgi=!EB|(OmN|P}U4b3Jx<j&|D
zfEK358p9u+lDd2oXD_=%67y2}vDjla8@D&>NkDi(S+F4@j8A$rll^J68KIsuMO@m0
zus?H2iYA5QtfM1+@k^IiOa;E2d5L%_J}X{XKmqt#kIEnN3%d3&;0QY+PRqk3;qFH`
zi;dADFV+LO!O+l}e$^5E?Zr;!o^EqhGfG;KrXwz-ir+AisV{aE!N&|8P6Z`kBgCpg
ztdwX#H$E8Sj%q)FL>+0}t9<feJVEw1`C#y==L)$Pds9)M9IaK33Tuhd$vAu|oK64R
zgT!$C&QIh39o6n+vP(|>DdT+8eUrGd5A=_UTt+gdUc}VE0S3(QX@X(-a8)he@*Joe
zgzCaA_ZQs88s63nOpHy8I<6JrBNu%;j0{k51HlJ{E#>Rjuxc~T6|Q7D&7T?o(dpj-
zV-MECe$xzqLIWx`l`>2)s7x0IIoDK9<t?6&^%yedy<M1rLi6VDT9ZRg>N|cAJ?{|I
zw7-54RZ~n3q|9P>@aB<`jMDGG4uBmjtugeNzW)qvc@wug;PEqbswmN{s{Kpg+&eeH
zMQ>VZ@H;1A>4z_4r#^Y8_l=e?zok;X>W!@KFt3E;!KV_L3-IcP+xm*ffm{qnJr{M-
zMeiCU@fvRtZ5ywoNVrNAokE!FIMm_E2BJ4Z9QneYsf$v1{!d1$!^9DL!;O*<n00Zf
zR%eMZ&j106KRt>=v045)eO>QsSFs2hcx@=Q&gAeRk>}w^CD09DTF>`%Y>XReY>1Xx
zY!>0R7$;lHO`ha$mU(C!gc)H%!`p-H4YNj>lM#>BH1G;AkjI6!BxwRr74ABIP9?F5
zTE~4+xn|c(R=GE-hd7(qm0P^kpEl0xUI}FGHLmX*t~Mw>K&|keS;;m+KzMej@E#dT
zrv}+Qz}B+)-00Y{!)Z~KlM9Duqh7fu{61JS*fvLzxb5B20Mg7_mT(?tdPZ?>PI{7g
z_sOqmJvR&a`s{L#1Y&Rb+-hIaBsi3vn)RE{hO;_i?D?aIocgZm)4XzYSq!x(t+STb
zdVK!U#*F097SIuhU|ePmIGmxMSMpfipOsSN=uPH*xs$r=D*R}S7`z#<Exe$xo}+(I
z4WS|A1gO@aJ9|zl;p;HgfQadez}DGU3aU`*-PQp{LNYl1_5_Kr_gk`9v5SVcbcV8B
zSBa12QNMkcb7eOTmL>Xps)%ZL!Kz%kk!M#l7og{=PLsP6Xl)6~Fz6?aq_6kZZZv+0
z#4h##Wrb2}>oa0DU9_AwU2r|~*KI__#Q2dmI}at0FfvAQU$(^pKef|~6_Y@g#W?VD
zUVHnl1bxqOHBaaNw3?_90>yYW5FeYaj4hJ+-dVLKrLD#WXb-C14UquYY?!WC`R(U1
zoqHZCLMU`-{yW&Se3b!mrioO6NhQePVkLEMj#Zu&I|Do;j#Q$g40nubU)75<$Zk~C
zkuuX$Eo0W!qdRQY?RQyLT6$sVvcnl%s|*^qzHs~gfF2c`IYGB%*hBTMVfAjLz5R8D
zBX**NO7qj0DjEFOJkp4h*`p<UsC2h)xr~(QS`_0)tl$)n`!%-S2!GJV7y0t~uIj|@
z)ZuM3m%}98DHy$LJ<(hQ8&%QICw3OK>QSuym3w<*x$Ipdk=_!>?Rxzy<>mIym<Us7
zs8&0YYR)rO>3SHN-~}jbe&a|`F`V+7&rLe02Mb8x2Gi+*ts_9xaE{)Rws1lL|E-xL
z{I#2BW948^RRMy=L4H?T6~Di39h*)mXn{eT*|)itg{8+o1oWuNUeTW##CN%+QB_hh
zcTjpuYp#3Y_p4B4D^I>LwGP`MobVz+__B0*Zn0v0MJyeqT794~TJ>^tPj8HKBE7Ts
zaP6&n$P@l*`_XoeKr#kL6|G4H7p3wyGHjX_{cBYpyN{K8%Blpa%|GZ=S#cWkz1d|z
zDq-yXum6_{j-yV3>g!jeO>bi?gW2Hb6IVM7o-oyI%L7xi?bUYWj&+R>-rEF~Lj+dN
zP4Eb*Nc|6cl;j7H`h#(Nm5PL({{86RMN6_DMTUh-zUT5^_o(3;aT)r^B}}8Yp3Iln
zGSfjEL)t2(NKHmU)HV$DjVqp}sbgPO=n!@_o!4?+|1tl#;^G%YOf&JjY^M(NGuDK^
zeuo=pkkfB__h2GO05V3HM!G%j_t~1r(rjkRFSq%dQMb!XRZB$!T^b8CPZR8ZCJvd*
zBCVeRybt;m-lb$E%>ajn!9kV!D6J79iX+|Yps?MgV?7SDWVv_Kag#-Lw>jJ}!HMcp
zqi{r7VE8)Rij~6@V{~H^4tD%-MurPLaUM;H^kSaw7vFYKP%r{Bvf)g#v?+CQ&CSWq
z`<nvCq<EbDpe<FxUL0${?hWLiC-dR&5b_?Yu#@RFyTQGWA5K)SwUS~8kB7ZV6&b4S
z0dN=do`b6APKlngb)~MoT<f_U$X(gYD7;^MC2GTw!CjZ#*fP}^_W0JpE2b*$sO8E7
zIqp8bdR;$ZX;M7%A`2ej;*g%=*$a0HIjF+}zc0CrHRCz@&;6k~z-Ur${R^;9To;YN
zjtK#~zh&&QzH33_bsDCG?y#oU9QoYC5(<)ygyXQQ`?c3wo}gT=C`S@MNdS~A`)z}p
zS-ZKXFC<Vy3D)2NUofFy8Kdw~`kLsOcz)|y*~yy4|JnV5hN`0e<Y|K-`Cu5UROZpE
zgaHlzQL{E78n}pORD%{1ooVI&tc2T#&-8~!u*p$~y78|V8M&$#nhqj_;M*OX7_`Zc
zQ2P;Kv-mIV%Dp{!$+#0V2K}J6T1cag-n>QT9D_KLnO~@6HIgL&mHq5AO68PE@5JO&
zCK)9+xR-HF8t}sO$lgk&nZG<B%gwUvloK5P)o%FihVwo_{>^orE1kkYrwZVQYL`L)
zBw+pP-~DdMmuYDYZgJSp^n9;%GABquq~cJ1T^VEg=+={YJ(jzv(iBXqDK>0|if*Wh
zkM$q6=n%eg$8vv5Vw;$X-D!JgWNJV|So;3qn*6K)Q0T7q9N)+{lm*QKgfZ7BtY$hx
z1%$UJXYpakHH@-><8EQSn+Ub4)hq2R`A~?voFNT9+7E`MQI`oJo&|b-BsHe*e(4B1
zedzn5WdIlhRsIpkIYI8z86nvY!7zJ%6%UFH{?3tG13@}^y=#qCO0EQlCkO(UZ9UpQ
zpj1)`4nOW}m<3DU+~LY&_0h0Qx4J{p#Y3Qe#E`m?{js|>NmY%N+fx2jOjNW80T(^I
z_i;nMAh`ed`{xvtu7qPo8r&u3aLLy}#=ZP}gl_q`<lh|>+7otqh#F(iPt1PqZBDS0
zs+IQc6Y;(%Pqzn`&8LOT=w}w3*OQo=Ax$_N1zU@a#as>JCWqnh&Q=PnCv`mR&9Jq6
zHI4ZRh(qAEc|k1Vb+x$JdxfG<qfbZ@=asQOOJZ4_qtid-NyI8q_-S&sKaJwiGV@6J
zY^_YlCo*RLJ+1G&2KJ0^26nRedLFv%abNE@o6cs50gV?d&@KtSFZRCBM&qnOQ42Zu
zUank<!-sC)c%c{0zoW>*aj4_(39cHiKyzx>yU?P&M$!Bk@#-kZNczTe%q-%=VvWH@
zDq_)a>%9KBL4mF(d)X}1x=;!uUiDhqW|}@+7`SNo*vYjqR6|x@>CcpMe)p?H{+Q>B
zzB?h9*|e`oY1lrK?zYmqcd~kAcr72$Z1OJ$R!y<TrOQ)?(PIiF3eTQzkTAEEeMEge
z5JI5LOUI+5H2H1*9nb?MGAs}zqSd=Wi8jeL`q--PKUT|C*_B^#RF?Re|Fu7*7c@fZ
z{<*OFG~|Tz?W9AmZ6U0W?#zp0QhfvBbUe!*v`PX6E~~W`o=i~g{L(z&5UPK-{2H|}
zoK2qtvjj}DU#8csu!3t3=#ATv4Me?^gSyO=Uo}raJfO}=K<tt}@V+*Af;FYtTRr7V
zvfMEY5o*9LE}H=_$^pjSJY-A_0Q(vDSY2Sg@Xa0B!}l#<3u;&EFXL0}TEvNrRUr1R
zZTcx;;BcP`H*=PY&CA_~5Vt)E(9vyt#Peo5YfIO@?H(vw(c%v`PcXId{jIgjZaGoU
zsj_lbR&9j3Gu-^%*x_48zU@W<?dM13Se`)43UO&u%vcUJsFvBkw|W0g3T`_(tfi?;
z=n1P%>N0Z=)7jb#tyLByRzrRqK;*u=7MLjsf^Dt_vTU-$;HYc2w^7Wl1dXQ9Eff}z
z)@yh`txr@G@VJ|CG-QUqyg90%XO{C`phWL)*y0^8(*M;ni#A0Q;s;At?ky8IPhu-d
zKLY_-Er45Y2ne1W)v#$7R*E-?mLP~1e0u8ClaSZ$zNAdsk>{Yo7nTPD5Q#Tyn$HWI
z=aS;TAHZkK*z(dmL94<LRXdrvoXWohq^hFBoV-Uy0#5|Ow+^<?lNTs_@d`u5!r^om
zkM%D=E6<QFz@~zilcupYW8kNHJAAv>?#2KFp)eCnW=Px0$@PBCn%9#!5t#A0RwP6C
zy{r{Mz@Y)^$9W41LwlJw2p~@2_4>pvM@-x0qkZ}YdOK?Q^!7N}TQ*Kf$lfO;-$Zc9
zz+d*A)Ibnp$Hpsj#wv_*y#~=ju2&-pB1@$#5NrKTlcx+;Yf##Wb0BZ=X8Qhf(|Z`*
zUgEH~w)S<`*T3|o#v`rpVPp3~IZ?7I+fA!3tNP%}hL}T*vx~Q<M6i<;thL(?y*3K~
zoC<wLLhxQ3Ku;NyRGN`XZ19=vv@`$3;WHfdX%>7$55Fg6^*h7fwCG-`PEekROMHz&
z@8HYgd2FBCZ6CdBSTu@K3mF8;$tCSkdX&D)gj=}^noZ-8*S5kc1a-<1^;5MKGK-_6
zk*A!9sWZz&!+idVk*zq4#ohYeDgyFLcbQH1W<}S>ZI2A@1f9uxbPJlFpCoP-ciB;r
z2@aWtEt0mIPeu=tlLTHHSEA3*pA@>a@>gxOwqIH5GuMD1V^w(H37%6qxLwWYl%58>
zP}H=!+#)_V@Y3!)bA$r>K5KVWJ0#m$I9`Y-vKrfUI!6^|i^Gg?Q!S`Q;B05EqxD&l
zQ>)?y9K=0?@2>UDJ39rIRfAJE7DEZaF!A@HiiT0UN=qi10{w52g1P;b+6^(b^D5|U
zubTL2wj7B+%SwB^q-1ub`=4Gk9&bgK9_vb%_8(H7<rzC2JwuYYp6dpQ@Q9yI5(M6y
z_mLz@X@PyZzno-+`y$AV;!g{2Cp?`7*`@jh_aG!wjlp@lO`DVk+7iw8%}_62cbPXl
z|D%_;VB~=0t-Alb;!yGiFTl`X^{BNqO?~~d(r#d?XK1L6#vr-GUcB<{?Sxdq`J~ag
z-gDDnvVY9;>rzBtU|m_GkXn8G?4S6y)-y!@OH0+1?raS5W~sHd?1G)#?BE<BWpT9q
zd1ZX<s@QUC>na}G`!2%^+;!i)-;)PH@ZIJpR3&v)_bx=TZ%rC<ino2BLvsC@*M>uO
ze*R2gVo&I%*K0VCOCKE@>rWX9*icYXmk>0Bs6od+DWQ(@o?fvkm&fW?HnED8I^<HV
z(uZyrED)!!mV~v$!k`Te2PqqOqLBZM)by^<mbA_P;+>lSpiz|PjQE~SkK(LsiufBs
z`$(<g77{{WB(u3qz~o9SR@11n>rE@({=w2neH1dtLXoShya{}7ium|=TJ^T1$<FtX
z_g1GU_m}T~OwuS+{JMb^j;tj_92ji)SA3n3+(|f><9cMD*X5~IE0pXFocP=EfnDhX
zhG@v69#aH^<!%VB6R)$*9#^swAoK&2Z|Q%yc~o-5V#Mx`-xcwf|8m|ECiulJjlibE
zS;2GpKK(dC&CZt0OXv<!A81(Q(l3Z~>Ii>e*;A?P25l^7YDu{G2wWS#jBkG9S`h^U
z59b;w;Z=zY_%(pOyJ?u4yjiC?vDz@Y&gT_p{52CxTVMv8(!%-EYWQc>hQ_FQi$x$=
z1s~Adq_22<@#lZ3`hFKZjET~^z1YFf5>@a4UyGWSLu^2@UgJf|{Rl@PNqVv(cg%*k
z&7cb}olQ*)40XmX*vpW)Of+C<h0$PZdmkj)c<bf9J@P*3kh84C)P83#Bs~Op&WaOh
zb%(6KjO0ujA1RiSLht~Cw$Z3P;;~98DzBCJ-5plkU`2~zrtI)@FL%vrL~ykfW9Las
zFvqW@L7rWEnN@@ow`i{q23?1T+$hqJziZ5)G<2k*Pb?Sr@o_D#=?^k6j={HVq|lsY
z%o_~uZ;J~|Jm&36*B)$AQ<i%`U(IC^7w*4b#42(lux#4V5U#+gy9m`(es)TXdx+7S
zTQku0#hBNi?;9l%7#(|o`NHqU3-^`9>sLZg<gv8Vrw1`@tX)w1jFr2B$~I=@$%iP=
z@{a&eN<ZHlK;e6xi9w_bJY;OoY+SeT=6=If`=ldf{~}cybH`)eoP5cnY&9>eA61p9
z;n2ybO{4Rk(`U?-{z~i2xxqdALVESizQ|reZ`=L$^0<BHVGNzGG}6<ZbSK7#mGaG-
z=ks%gHaC_&4~IIa|EG$qp~U19WO#jG*^WeDTisZx0fj>t(NLbr=(XTTX}PK;F?y<y
zkKE`KLNpI&K8@a|2`l6FjOXwjiRXsX=@cuEGVk@`_2Mdd{S^+hG9K$(AoBifndGu_
z1~-l77Ck;N8=yk0GVJersetqM_(SWks0oVs*yZqq@9*&(yH^LiD9n@FF0_}!Y=eS-
zYwB$RVP{!NSq?RRQfIn9X9Y0LP3i=H^lR-4yTqIsTt6CmLptqV2IuP9ga6{;kt9a_
z66UD_Ag1lMalRR)SBXA{fA>aRf9&>(WnX?HHtz0f^v03sbjna5!S(|r*<Pz=55@^w
zCR0u2b-xGE-jQA3N3{9yQjuR-V4E*T;m^jYg&C6&A&iJ_wr*opy$BO!7jVfM^HPQg
zNpK=t5|kTJYL3ZqcL8t{f5qPHQb@ZshoS{CG%bd-`r`K|ZW**#+zVM{Te8WI9WAy1
z(h#u&>L?)ye}dXO8dP}dPfprbY`j4n=PW-_$&_)&_8WOQg&?q-a&(Y&%K0mjoa7TL
z?<ZLlTNjOhV8wr})jFTD|Iit}I~MP`vZ%12R+%yl5b*}2vuzv=D)6802U#U2SrLC$
z=xKJh#9kcVIC}qf;+vha?qTJEBpy>#Cs>d6cBebD%+G=lW~*uHHQ%r6sVnjQ7Q`-e
z-BuVzjRhKEUJkKvh?=HyB$xi)PcZOR>l=i2z0{$<+dxg&C5}Lr+~Ac;LMtwTFcECH
zEF#66dwCFfZ?HE&gfrr6sd7`X9<zD4Xn8B+jX39Fu)&4cz)doV?c&O55kFs7IAQ||
zua;nHFnjn(P7kq!Rkvz`q1H9$=)=iq=LGzn%}$yyrAg`Y2^3~=rp!~F7__QUGLp}w
z{J(dZNUrlPfC&b1m#C|?Ob65zO&9ntZAaQ&m@(Mh2`GP())iYjN?t3=m>9c0)C#X^
z91C{c>DcjuSNqdbF0%+fTWfr}p1@bJV7YPK8C*9+SJIoYpe(5yieQR@8M(?W5I)(_
zzV7>zWT-;}9G7LTE@khj^EN#MvY(?0!**Y8+}D(==gH#a=@&u6Qs*_0gH|?3+&2aH
zFv?-;#j6YVJ9YRxFYTw7oBVr(=iKkz*D<kT3BOBf3iL{Umy@5MqV&bQiu#R99Awra
zskH4BO}z}WCk@ha$O#g5Zt}-OFja`uZ!jPA^S7!0a0Aw%=JcfftA-Z6n>(8OI#gk8
zo%fZW7dzPCsDso?S+M8x!=fROOS#m!$rjkr{9Wacj`{+SKLKZLNE0G|0?2^16k%Vl
zTKvumL&D+LDQV^q6D6CUKrvFAo3L!gyBPzZ11EByWv*&J?aRpzfn!C+GTnRS4*Iun
zoAc-2O!Do*rarW06QS4jH5ALBt`}Ka6j)2~aeE^a`e~PA#}{$-*6&Vd)cs(7_{a^q
zv%FqSB~KV8DprHUd<_JvW)?=vi*7EvUYiNC@fstf?p4v(Fzc|py%d}pxcHgIGAX>*
z!uuDh9Kp3nN{q2351$y(-z~raoC2ElWXgi=uZv^yXp%d5pzf4e(iB|+a2uc8Ust;@
zG!+;kB&!`RH-enW9eVN>5ixd_yA%)v5HVBGho@NGL$&@aj}%%&y3T_WLt#T0SmiJ3
zuYxt^gpzf?Qe%^`V*6I78(^+-4pdtWbdmCD+t1|+9A4`4tI7QnG(zv$V(%wNicd|s
zj<jzve5jSr9z#JFYfXFKhidci<<oG5`*aEby?fFfb_s3AwT?QClR;;akjc3C+x@S`
z(gIDKv9qVcYCPNWl9O26lZQ57F-ct@9m>~ZqFC+~=$*To$(=)x{gf~Slo!_b$b4Y<
zbCbC+t+J~0dPnu(#nHZ@<<YJIwrck*9`Sc1#Y*l(IiK&^VBE&R$}^IGxOsdBKo1n%
zIi_Y&Ts#B6C{k>y5-1*%<^iN?%UFnx>hNv&)A-PMEHFTon_CGoGF~OW4s_(I>~~EB
zeK*jJ(U3C|GymRAjz@MM@CeXjH8~PKzsAW{>O;ll0Y4Lm*e^AU(~;H&Gs_&DPHm=`
zsjMF@{a<Te>uwC$>F0zBPY9jT>6Lj7fWIO&UEv&RR>3{MV6}^<gvDNW7M=pZf*)v5
zss+Hu*=EtSp1O6j4Ux)twn%=bgEozkSA`mWZ<qHDa%9W>N)OcAdXL@5bh_mSmtQ!l
z8^>l}mGrZ!GLu{KrDiPS!l9f8*_pyQ$`fx3mttS=IYE$gTD$&Q_#{WLQ+=KTA@VqW
zV1C(PoqNl1CU3CACvCyeYO`E<^VL+A%#X^0v)V%iiZ>J=XQ!H#Xt?K%;rY(;l#&mW
zqOyy;71^W#&&_B`9W`1%VxmS7$F;4e-($xnI(tqkeHWxZ<T$+nl_6TZa$nXgV}<13
z!_OK>xiX`$vu;;!a~C|Xx7vJa_G8tum1s={b<Xc=bOJtdhl~j045bO}uJ7ldXc_Vl
zI%$AM{0HEiVTuP8{V=ZNTiHV`J`h5Lh#`3skGLwdu`Al;)FN{lB!{j!2ETnPxCM1u
zTgeF=o%jxGPLT!jCig>NI*vVUx>;td8FyPzdD#P#F>-;V#ug$f56!|BL6WZYTrCys
zpYL#?vDc}AjgKR+MMO_H4sQ;Rzc<vJg5TBh9U@?NX6pyr#87=%AZT7FX&c}PmzTb8
z52Bb&3#@&w<E>qs<I6<)1c}`Hwq#r4)brT7lv(&B_<)OH+IW*}<+sCTjkVFyU7p<S
zm=pFzKzG2$kWb6KOyKaB$d=J590tpj#BkS6hK;>#q@2e+zshC$=!=^+nU|NjGqc?&
zZU{j($W6OF2SWtwTMa;;8408LP~7WWHC;$9glR3Ieuw;dPk6_y#K&fc<h#kH<LCEd
ziJvSDbPu<@9`fp#tG!<oqAG)W12k%MuO~vnG}SU^BULBPc+hnBya{mt7|PUO&pP_h
zifv&I0cc4J6)X``Bha|cUw@v7Ce#1@VUaz$Yiyc08cOXS;K@_)I#OzztT1pB{hPBB
zwULCUtBV7}!Qm|(cY$c8ya*Z3P!Nck5{}31d7ffVc6Z!tK4XDV#-AJCzf5q)UG4b{
zmo+VTLRmTRjnU#4_r}X^)GB+I6VfN^QgRLgeghkCB#5L3{;A|47c(qE9Z$VV3AO(D
z6{9>eZ0o&tt+TGw1sYW<pfN*4GtBc0I6Z77(ns^#dTT+4K=NF28*`0KYe-bqpen9G
zw4BNG<cGzLPvafu68gek65dMR9^1ncN-aQ+R~-K2PKKePm8nw3!l<7OLz3NVOsuT(
ztK~RI`M-<TDo9CDu}u&WA|q`kUWMUucn{xp3^S^4u@S+V<y_*v+1158aej$g)Y()?
zAfMik@b~T2190ZirsB7PwJ+QUp3H27pITYd1MseMWVP%QEHogV4j5$$3UG2rzV;|p
zToU?%g|$wV0(dZ_E-$srY(oSiog}ZH_UPN}T)&Y!h3x|ctB36^A-PkeBj*J09yQdS
zx|d68GJ2+DBSW1PoBTtRI2+*)io;s35AHU!`5$0cU6#-7tqcrFxIO!0F`V~17aw*3
zmW79rFP-2Lf1vMTA~r}t9@Sm=Ipp?p%X36!J+|+vXh96>g{WdwwEI8-Cs`+3LhE3`
zG;g=-{_}J3i1Ad0D$&EXz-W0|0&$fDwo~YNbI%)UH(n6acQ(I4`V+yd>5f3-84H*5
z&<uyr`!`O^6C2&>c9JCfQ{9dxS3=1TrcmH5t|>hL05?L3kxSQbLMFx5M0c9aAdVR%
zcCX;h)J1`xG!=m6`zN>1&_yaIWinyzD_b8$83*(1O_GXVC|)<!4LjS&tN4zV!QQy`
zD`}A4oSD&wh}zV(@ci%P!TTB9?9{Eb2lQU74VE^#Q#{4Qbl={s1tU!Brws1O&OjXy
zpC5xYzEG!AJ@I@M>!Z?lIRTNKc0}wCi*&&XRO;4C<Z~cbwO(9E546$GzSuvRWh62A
zy>T#42oe#?R1r0sV-c+u4wNK}DqZWS`rP}(kTK=G{9AymgJJ9?;T2rRB!3Ckx!54u
zS48mbUTE$XlPO>rC;rrb-*ciOvpt&T!-nodjcAklblk*`qOJJHaXM;AQr$6vjSw0%
zywV)@c_3U1E<`wWNl_h?c|I`jI&=|0x9>iQOA$oPt^B+e18Rh|RmfU$l1u=;zmtK<
zm#wk!<n<5+o}0J!(r|GeAJ@=O`z}|*PSIX5H<rhQ9sDOnX7N_&s>%(g*H>^q5{=H6
zlRw40M~G-cp`Tp=r0$JAb_lE~Zn=>aSikc=h85U^nUr#g7zGc6wM8R(hRN7iU7dxG
z=5z4o2LDQkU*5dJXc>QsHv2w#7~@Uew`_g_lzIT+1FVn(BLW<T(eT;=E0`?*v4BVC
zY62}IY8t;kFc}M;Bd`k=!QWsH0F3ZzNLb5*t7GT~2`nJED)E2bOHgK^rSk*!03Q0?
z{B62hOM|Bcb{J?}x%^|Mhm#Nu(E?`AAIPrxN_~M(oDk?Xh!DO+_kE$du^D;4`3oOL
zaC^?@aqNn}-y@YH&W2lG`$-BzE_n)L_r|}Y7{PB1I!62x&OR7Yt7s_BUWt3aV>pBm
zWqq17>vYo7<Yi3e#IacA2i^m2k>ygp_<)b*2Bx*_S8=CJVBg`fZpW$;h4~n~LYMP<
zo1~Ed56c%gJO54NJedZGzY+OazK6+_EtF0JSWbx$KRBrwuUqaVwCBAkTR)iI6E)4e
zU=YvZsl&HMKp|u6d6okjBn5XC7zbh##iK7I6P1~3Gt~VjJTzPhOOT9`hbsxi0ho(l
z$CE^}cK;AU!AY%mSF;qZ@sTr6ZDG21FBe$~oN_&2vqGv|(sfzsBR`2K9w%e&OgA;D
z=$qzF&|#FGL0kR69LTd?vaHBtq5IRX->o10ky<=$I%S^vc$qCR`mckeraq(<NnaSY
z&!)3~EkXb)+<}vy&q9#c{~q$uR>N+!!q3Acb-Dbc9~V_?vOf99D8}@-Oa4UBR=F)A
zx&NrY5|SD2{cRn?NDC<}I}0Rq-7TQ>wPP%VlZz1xhv_P^XvSgY_fOz#L^uGXj+{{n
z62Y0CcI9)}S8?|u|Eh+Xs8MLD6#p2lzxNi#a`}9YtL5fT;|sD4XrHzq*KOeDaJM=k
zU2m0ibmz?Q%0oMHta-}BD~XuO7G#P0WMzXhFZFp_2ZNeil-~&vZe<jqL;d%Nq|WVU
zgcZdR9!=CU11a1-X|B-tqJ6zd8=JSm+Q<NKIk6C^-!vtx2?4+OL7d&KNlPs}p5iJk
z17E65o!PfPK~~_z?3n7wBP#(Fa#{88Ag4}=)@ay*nxZao0J9V&Z01b<B~!ucyyl)!
zf6}I!Y~)L^5S!2!Z0M^S&CL}N+gv9mt&@C2HB!3PK1DcHrd;QcwTFZbYjhbuDXyN0
z3}@Zf-yQ2a)W&C%^!b3X_X_N@A7PY|=Kh15&gy_0x)MY<Z+Fp$wCT*ivPRehGa*@;
zYbtLD^}|TmL-Z$0K5Oqz)Axwx&VmB)zCbc;ryBt@8y`7QH>s#xqhApNZe>(t-LAL_
zh1*L`A5%qxFMfSO`z6aj9%3lq32oVj%$+IwM;e5NO5o`Ikof*tUVZav5f9L||5JP{
z4%^TTM%ukKO%28h>Db9dssi$d^O|=FhSh)-7(c=%L*eRbhY(of;dc_MiYi3ixf(zs
zpz^lK)xY~qLL7l9A2K%Eh&wX2=lyt-evFCe(-KMk?|(Y{sK|y(+B98{ubTs9?)pC@
zk}UT{41j%Tsp!bg<~SO&Cue=)var9wm#6X-B6ll0rg+sTYnstsm)T@wtgV&jbFESy
zP<&2mt+WfovpP<jLTqGA2jK)3{3fkT%LpNgAdTIF+Wes3Y%9S41QzV(Z6fIj7D0Kx
z0i$4|CmWiG9blgUtj~S{666+(00*&R{b1phf^kn^pWL8rdGDh!_0TTDL?aeLZ!0j8
zBM}vCUg|vQ8ytvHUJK}oY7AC^4oJIUVoMb-GIBr}m{Z*4kHUR@qQAJb1wca)4Rb`r
zH|6?Z-miAB6cdVo9r+e>wnNl>5`igR8yhQjZ%gRN9q+Ck-ESWQ2eMuTUlbleE?=fU
zec>Z%b<p&$YjFHVL(THFl7+)%-mk_SiAs@B>f!B?%WXibKLrCG_Sggpf0QK%buDc3
z*+5R?a+F|t7tNK^`aVH6w^{J-frc)cvVtexIcbSUz_Bv3j^D!TTiA|oInj&rryKaM
zv<1&ALtiiE&YB0C>9WO(fc-=nN5tt(Rk^R=P(yoKUy!|iTHYajfy>Nm>f~%v=(fmZ
zVr_Je<K-Q9)t~~s5w(!lH%-0Ub@6@bFwqo!;OCB}i`41*<_w=Jnq#*U(Re40uzTYb
zA~Rh@#fPq>ownd_=823$2i8ooW0{hU3%F3IqV~KSS?Wh|byW2Jx%pgX?0DI?Ez!hx
zek5JV=MFds^FJr(go9NRk?Z4JaaKv34NGXqIt3R?ReJe#s$DoED`wedP_vEUCed<d
zlzv?R!HI8!NdJsVN&*FIjDq~R+^=H22&=MPi&WC9)^Y}#m-cUu=K<5-s9>lcY@d)&
zXg^vjh?s{uI<1xRDddDL?$Wvx5`W}I^oi6h4sBN;lM&5b$j)N|MQV+{s%6#i#eLyc
zVJ<w}&rr+uA79$FE1zVo-Z>lpbvD2i4|(17=U4_B2IvJZ$Bx!>$|>QEOoPPunr*>)
zXNk=)wkMU|&qYS1rMbUvhCDD56-8!huTql_0C!E>Y?Bweygk{_T{CDLe7*PWDN$u0
zxZ@u--m+k!#C**5aC8M3gMO}sEp2d&h<0=ZRy_KR-IYb@s~%O<)S_9e2nk{~A@NhF
z6Z0{Zw4U9!$G{@#e1)>N%gMhPHdZ7?kN4AtQ^G~3D5O`-R^T`y9thREx-W-W7HO)}
z+*FDUe#XG90-!YTW#N$}FRRza6>n=T<M!S|u{Dapo&5K|RUAt;)&`D1mIsQGJ08qv
zPlSECC{e=h5nTNR2!Yznn$z^=FMpTrXWn7j=kvA?0XrGv)X#c}xL$?*vs;Fw=_Hv}
z&%Xm(DfIgh;_C*U56x?<(weQUo*P#;`@E(qqJ+{=_q(;JkjUt|x|WBg4$Ni&U@Z@y
zQyjF=&}@GFgJOUSTL@5Ux;B2((@}>0gJukHD9DC4={i5{nQ{zJNw`Gn9~dX7{&LZs
z6Tfk4|Jt6v_6l5RJqK!pV$U5{?`Gb2{o1)?g8%BAZKVKN@-ghjVK$PsqUIB3xyV-P
z>et(sn9r7c+G2K1{2bqGWVOxe%Rc<M)rt4d07f1w9=|`--!(!g8cp8@h?yYIN6)%Q
z+?C&%0k6B&%O3&Sf&kW;+g^=-ykIQRX39gj6<p)#9&ZlNGhG8`U7?kD`(RJfu(aC-
zP-Cc69`)ntSld4RB@KGLoiXACdv&KF?>pM5%@u;a5bi8cEb&>_*gtd+v@ckbO6n9?
z7;_g3f{OGamjKF!frQ%g0JNm0sW)miXg&ZJfk%e^S`ctOi?Dx}l`<0Hgam>DH+_>K
zbP;o$!EDD+0)U5GfF;o;xD1Jy7NDo=VPj=0uFw(!0|2v7K#YY**2+|ITqddloFR+9
zLel?$iwh!<u(d*Er|D+<ZCRT{bu=RgnD~tHo6leZ191Ph@^j~*9Ar)1iaSPhGHG7O
zZw4;EwsS31{sDZ*vm``w$FBf>UL$fg064$w@)$$8Cby=e4fYAvz#)?Fc<hVqU&aGT
zZelH*n{M~7$o%C=FypYhYdo8Ahp77fA}%dSl8QCRKYVJ-`RSykqHLr(KZkQ=%KV7`
zO%aM0y`#q9q*rB}IobilA+#B$9|y<7-!HDNa(NIM-pj!3H@=G2oGLPbeO?LTR(k1&
zOl?C~S_80359C&Qs0*5`z`T~oP^ZDJhwZcPY60^|_6o0W8@vsARvsDDO6Ka_Kp%2V
z<h6GkL4|Ko8Y)^A+I=t}OGZ631eD+QIa%O9S>sE!%_ki-YYs8s9KIcNo=m?w=#=n?
zZUzOJ9teW5YW2*~H6e1qh`9Fiaym!AtNO;+l9Etb^aP`%2#o3ZcbTy|hl}TqS?-_0
zQ&8R`%B{};W^k++Y+r%GZoryyCt(V(p}jn-m|)g0W}7L!v1G(m+ocbVvEJ%_z!`-*
zRGq3o{|iwm)PEK_<YFafx1<{*c0kgtA1LS)W7aT@Utnb8MRYU<nU}TzUl7vjb-fj?
zd^)sO;*xG=!|IphJ2>fB3=-^<$~++#lv2euGJuCRHv|(k%!%iX#=V#fu&#cqp&2!E
zFY3$y-d;3(GFj1Y<!+AejyZmR(~u&D@lEK?rS^+)c(gAUkj{ZUN-U`807d(<l`uX2
z>n&wjQMqcXttm|LxQn!pb~JWgyKyKy%(>S*8R1Hs`MA8C8D&WkFbwD4HDd~Ziohnb
z-3^`oPantvYSg}7T0mC<S}9Fl!jQ=Yyu|fQ%ul(^AyB4Cn_`VmTgK9$=v;eE#x$+u
z4Pr<AY%8cl({zPwyC7a^F`7Ei9AmXcnI%^+$KPYrer}aUP06G}iCnTBFqr%wcdCH1
za|Cx))k*xkScB=43#-6AnJrNVl2T8~R^iMqNatYFxFTd6{T<LX-m+`UkX*XKl(~zZ
z`8PovN*Gt<H}I1rqOZ@;rhias2GwZVPy$Tg%~h#?8Hk0z=`MfHeYRX@q8?+1EDU66
zu)i(*42kKeh_5DUOTp2jti<$G3VBc60b~dLXLnOnO!=!!61CHfI5#(v1Ji|<JDXH{
zO=_H4%HUf`9@s(JSE&cWOT4#wPP%$w+WaTcl3|Jm)GcuaJKhV!9!s7cVUeZufcD*{
zu4pIBDJ~GvaAuZ>+Nam`1_fjew`K{V0A!RS>ky=oQZ}65s4|sG>avQMN!k1=IflYe
zFM?s2qS5jCD!mE1Yu=mV6xExmG%Ry7{k{Ln9&R$z#oa5ELi{B68>e+gNX5t*@dU6Q
zWV4jmDzMLwT2ULsizNc3^YR_uZ2jpKDttvXzku(R^5uW4{2Dsi7ZTzV=`&&=J5fnr
zU{aH{7&o7~=bTxqHVtFN7i9&U(874ja4@z71Yj@c5*}<oO+O8xp2vI|Vo#2=jQs?#
zTToWU_A0VK1lFi@?+S~1`1>P06l1wF_@<S8W*&I?ZA-hYsyh(O(zpXEk9mbI6|dBD
zC@gSSoy-4E4AY`LFo-?T^K01MR=3XrPKvqwDk3BY^CwFBC3-{PJpiom-M!Np|1=)}
zgHp0PtzQVbtW;0@Q~|0K%fYXf;B3J<)1Qa`sgS}o#~!X+ntyX85=z(TBOk4-Bqxa=
zzRx50zo+TpCsUejA_&Djk)pORm}i57wD3*(WUSf`2DFs;d1>%|LCG_PcRru<X_p{(
zDOE`@sna(bk64|ohKqek2#5p$n83NrxL_Y;EETOfY+nk7ixKHwg`pw3Tv0(NY=J8Y
zMYHgR`sB~C)k{Krs<ufxFkzNP@!TNx5`WoJzK65rUSOyrV7`o5w~;!MI%BKkc;?ch
zd&2(<!yJQ;GSr>MTuHE7xQKjqxO%K0-^BlsG8K}Dap?>-gO~fc+5WG+rE7?T*u!<h
z2<e*iG0?PtoUJ+`0r&0vlqsv&fdovLB;scXRy(9or5o?m6xgtSzkcG6=AwTMriOR6
zKtIQS`-^`S>0}as<lq%L4PU^T_KWSe9Mxm<wRG?Y-Hr@Vm*j{F4(Z7M`UG@~mQJ6=
zWTE_i6fP06<MWcVZYD+#NRu&*ZR+jOh{x!^S!k*MR0L{%YutqloS=Hq7}5>3l<rh-
z7n$XjHXGvI79o4N$nTjECIf%5Lj7QT>g%?tl<eyA3Sqjg>WUyksBMV~jFF&h2<CkO
zA(17QQ{WLHN-noBXZ?v-j8KPT=b3>O8WsI&!M*rD_0KTiiur9Wlv;#rX>ASxBNs>6
zo%zdf<&Zi|-9aiOWaK<amiHc2mjB&h6ka4>%?!tx<6lb+T!#=U50d)b3A2_w2VC9O
z7EEj7>3+6+)63ySJHr-*^*~h;z{npNdy?>=SR6?R<q%?@2?g<c@Cbp2b^0-S5}2EA
z@MyiSObVu<mMvQ`ACo~1#t~^cnTQj?joi(Hgt6k$A-Rqsh{{hAnSh%wK^whpQYvM;
zjBYqn-#oc`P#~fhZK)iZ4<`5pOD_M<s<%u!m#{;f2Tq2_EIT!al867x>i;`{uCcJg
zyJ%GINNcoXWE`TRhj~3)-703BifoiM68F%9iL7a>iAF>!+3Nl%fq)hVKhmtIxVkZo
z@4Q(UW;(R|t*k1iSO}x$i`EtUlp^bqI^A(GcogEvAO;6~9)MAjw+9l&zTO`!=}uNA
z9_VUJurHs-km{B?NZ*-R5mmAMuA2#F50yi-(`b?xu3V%6DQI|4(9KEwr?Lh<GH3Xh
zeZDxu?E~_O8jjL{3uvM>mWJF(WWfmzAb*Nx@~sXab?f+~Ifn1h%&e)sc7AG@5TC$r
zxVY3gp??3NpF{v8S>(?v_Zy^0DpJuuOa%3)tNReuU@Gijm^wUAf11V?+Ap?1G$IGt
z)j8zDbY;y!p|5j;S2Zr*c^q&^l<s97E=WMFrnD+KwW^|h%PFNP?F7B0?r>5o3DJ<n
z_(hds&zG>G9By*U2><8GUpB))>e66&sRK$<XmZEM-F%(L)}(mtwbFA%kb^8#ci!SJ
zBU}7jZJH_GZu@v)i*0EmA&nwMKny-%D`3f0ux5;6X^t<KUsNRK)GCroL|^g1R#cs!
z_g4!D-~(fAk(Zk8{AK%w&{c~eE~!#7CyEI1k6Ho+d(dcD(u7cJ*fk7UJDa~xD`v4B
z<S-r76g#kO5?~M2Ma-%j`&jv`NT5}ZE0z?c@fV%*|98m(a)P8KM3l^p?><Yl@q9ol
zGpRWfUTsAQ&ec`4JK|MgJAv`|*JieuWJ8Ge6>DYSyrvL6E1^PBTvBp(u2><$J5lO9
zWMR+Txb&XiH!Bf?>Vz073VHdZTtD3)9{3j)DGpOjZaXA<z$TOvfBD&G2hP>;<5!`{
zwd^y$l<j79?w(0Py6Qp?iItW)j|A!TMKN)hdU4K-R8jo@ze8%PG=K{$b2p^rB%23N
z^J#N+jvUnpiUJ4W%K56_g8<XkC(OI!a<fxW&P&_qqJTAxzT(~WZb*<Kt0-5Z2n}t^
zE?B;R_lqY;=LbESFp_oUEFUx22YVD^!d8J+Ih#6W<NnBNv5yv@rN5azlF)j<qvu;o
z>ovFkPOW6gF7eA$)N&ih&$$g+_}G*GZvh8<3dN9?SSl&1QdgN%bINOq|EUKL8yEao
z0+sXfd<81Of15XoLJOg|)9g+|1V=ozRrdSWt0b_wnRsd-8VC8fXor)yC$xyt&Ku8W
z%tga*Iz7i_d(jgJU-%T$quvoCQhYC379sS1guP{0lu_FSYJduYA|(QXGz=vmAT3fd
zlmpBlE#2LXlmY@$(%pk}OG!6K4vlno*KjuP_nz;&&acBCy}VS0=h^#?wbs4vQcNmD
zPfkxFL`Wj50$)UP>iEq8or4gZkQqL5LK$uNf9Xeg@)csR`#v*8>bM4rK*_=Id5O(f
zJAx$64MX&u@ue&F9tx>!6H|=As-1^VO1g2T7C|eI*ntUton=QYI{dDD2BTx;|3QI8
zwZ*^9LXW$NC;ja?bz%{Ch$YF#N+s}~s=Lq+<jlg7G2htwxXXDY3UU|duca(*U?%jF
zl99Q$VgEm01a8<T#am09ZP6Q0GrDxz?j5E5Ctz@v2VY?`kGoxo+*)rxTam6zFj7(G
z%L1SIZ`m-E33GbTt4Fu=I(~~Ov*4uEgFVn8skyVzt>8Z)ricQ;?!(=8rG8X_2aT79
zd6=C{imE{QZld#lVI!KS^P=~dA}p^IF<)fmVK>kS(Rwjj84e{<c%xDq9g(Y8rD$Ll
z>b_)!OE)I_=K-TgjOOB0K<>R0MCRNsWm~fB<-n`}6Jb*2GAg}l)l%wx#Ec3J(wlgY
zJa8-u*IS<}oFZ9rU`@XDVQW?IyQw>&P@;rr-R7mINXP>iMu?h9>Vi6u;s5t53%69b
zrz}@dr{JSRG(8^iNA*1FwV=VT1!5V@O$ef}EbB+97F;08N4mA|_sFCCUTSh(pq%xT
zYlWO@r|dq_Jth^qo31*019-M~_CHEW#LS7WaMUhx{HiucqSU;^&F~_!#?Gqvo$x=9
zire8taDP()bW6GM>9+1FDfhaFB{Td->Tisz_v)ZRUB&v}iaUL%J-1l7SjeijV-Zpi
z-6s-j7kkH-xE}HDU@C-3hs~$`o_BJ=+P$ZWE(h&A!|40g!^MQEu;p|Ln?6T5t4XiQ
zmET3mcmI-<5lKXYe&mrC5lu3&c;3BEtt`b$_la%+zHKX+_n&3v^_BCN0G^-?N+j4m
zhv|0Ye-8+hOwViw@hg3F(FQ(-Bqr&rk^9`6az^Jd54=YIVp522I@QTl+#Jb0(G&0Z
zkYnNL%F6ph#-!5Bl@rNY$VQ*R*s|zSo=x87VbP|L#R{{?H&j8hO?Xrkh#Zvr8*lu~
zF3f=jE@itGVd_P*5(h7cB=n8xE`Bue>~C~R{NE4Jk(APXunv~(oa+t6{e84?@kuYQ
z5`K6znNt#QmG1nV=ikQ!wd3a)U&4wg|9GiT7%rA@wLVCwHnbK1GJT#YZXq~wt8;38
z)CI@0MwxlbjM=8!B2ehut@s=9gh#SObmd{Z1=B|MO;mNhvWaNfWNWK<o5%lKKm><K
zWVyip2TlTj5<QhP{*-N%PNaF}*DL~Eoc*g;L{;XUv#)ABbi2i=uc-}A^PCkt4TMkG
z8e@`N1ZF65hGWt!BpV~zfykrUNTY+e=4YF3T3wxnqqbaD5JTi7sd$pvlp?N0S7v2F
z>WCuU#P@Hb-P>9|cO+-d87jxPkwk+Zsn4IWbe2n1e*Sfkr<C(8^rw}}aIRs^D&hYg
zmm%XIWKgvkkTrLiR5K;U1T?n(^-C)dENx^nLiQKm^m<Ns_%1%E+B5DKI!T!r5bD{X
zsui4CEK&0?dHg+hTTxLly}Bq{QKCz>LKsL6Fdly>43v49evgdzj~$7GNOZSjwVn0e
zu-Sl&SN!j7kvlTx_y1x!4o~Xd`}Y02?pUrC9;&ttD4#b6H-#9!=UpBD-$Ro;?5}i6
zL|hIiC(Q>|C={QSwyjlc^y%x3$5y~>=KeXul})f^6j+wS;bG1ed-;3=5=2>Jl*Pdi
z!-Tk*^ID>?K`eg7_lj#Ili_f;iYP1|RhYyawoRKw5=FQWBa%&5yGi($VnJiX<OPj_
z-11lZvEU8uu|~da$}P(NU&3N)?i!HQhyVAi7{P_QirvrXIhhX97&9s`5?}a+AQ{!B
z%wk;5Or^!YN1*2XX7!1|3TLv`rF{#2WO;Wq>FRwbu#mL6nNTl&US|Ar=4N5<d0Z^#
zAXQ-lyW!sC{(ZKNKJuuo$dY8U>A}k<J8K>fiGE@`F7N7^^&>p_s(;oKy_^;<WOcby
zL0b_GN#F9!mose|%uTe)EiL|^(+<rTk0_I{d0)XbSFhq9BnUKiY<5Xo!WG9kCK#mm
zTs%fLjWKr_lG3vYVG${rNl(Fv#d`7tadiFY@59%5*R(mN6~S)pdP4#VLKt@oUyStg
z`U*+yqb|7^E%BU=8hjImwBG-+zj040iiUvnv{d{JJd`2#|7{4M8J`kr5H=~io<xws
z+iYg&lD#DiUJt+T!h`*_R4L8MU}8)=1JTT4WO1C-sN-$!#>Rf1KU&HvHLH+iq_1F4
zy6SVb^vFxN)+Uukn2)YGWr7#yqns((yB}S4GFe@zbd8)TxT<8pLt90#YKKq$XR`U1
z!3s8qVXvj)$$o7c<*f7nh`d1e-T#<{=dp|e8(o!PjHr$88sThS#n+=4sl4=i|D3z_
ziOIWaT7I*fuPVR${CVpSF-2cZ*OB~i7i0J5el*{mBW$v+csbukvTkxGXLa3z)K}DM
zw%;rsIN5Zk)0Tq3x`h_z@X)V%3Jv*(a+CUKQK2)EltM%#N7cDxxj{c4b0s2ww))yo
z%YQiei_Lv$Y^dpMQw3+}o0qT##kOn&GWQM5f6tU{zmkS#Z=a0i$~zqkk(-(N-IWuq
zs;Y%t^rU`_Q6wxXt@_4ze~_5Guf{hb1qxELU;KM@$JeW`pFVN^u}Igk{&F+{O*O1q
z@5mZK`|434K~Y_hApch<OMh6UFf<xMMMZU+(_s}?=!QX$nPe3rWm2i)DJaohQI!C>
zT<ZzD%(V}PxX6%KkM5C%NY-3S-KJehP<;HST))FsvxJW!YJJWN*4>U#s70R7_22LT
zC!AdiFNK0^<9j<u<vT&h;I~Q++5VDtmY)eM%zJ+-pu^3s!)dXCjZJoRk|NjM@Xu17
z3g4ci;yW~{qNUv(7b_|&Ra^i1siD*l`^i6hjJYB$MhiF}WI?0<{{1K+LR65NC8Zy>
zLO$jad<iAO%g->Vq6CE-d5ei1K$Jf2y(>k6BC_urs3&i~-a9(-1QWAH%v9MfLpeD)
zKgh_K&BM+g!0^xAcUMa<c?_)5HH%Fn#z_PNA)kv7SiJsKe~kNaPoD4ORI7R7*Md05
zrtQoJE*`kzp<atqA*&&SR^@vi25?OUMVha+^KT-!N%X0s4k3qX_8NC2;1Ys$8#-h9
zg?C@|lC)o6?-;3dn6UCcaoQG{vR%Gb2JfI<dv`9eh2P3XJMUgP--GeR(rfF%b1I~9
zg<2bwi2GV9ix0;9KVZ?>R@p$Y+On1S9m9d-nO~^6Dl1B`8$<r4uy%((CGqml3)CZp
z4u{7l=S!rkG-3;1UkmEIr7w`)kELl__3Wx)S50A>yU_bf@&OyV@OfTTJ~}Bq73qy_
zhKaA(vhW42kF}rw4DO?Ux(Y9^%RSiN2?G{2?{plf6bd~ejK+j~C+JhEN68s0Zu|lQ
zO1Y&P6tfh{>r#TC!&v6}S=}WOdY_2uB>U;g)mRxxMv<V!=nMSsqhEl%IR~HKd8cNT
zeCMLUaIrmvkdW}L#Ub24b|z5T;~wt8G8zIv7#q@Ie)$%2uHoGt&(e<E1_-WLmqM0;
zEM>E-PU$7&S0Ne;{83It5l0YqI#j0W=0im5(-$J0JC`T_s>t8kd3%MSc}wn=^a&GZ
zL5Uhah=3n5Vg{_vt_PoUanKaw9*$af-$C=2PcLa|XCT0P-PLF0$H)q~R({5)X-N`M
zm{0C!AjqeB&)1}kr&r+T|2Pf#C>#9{=Wc<(r)azXBDj15suiY051&%lyU7|F(t}f_
z+a1N!#~C1(z*A$sIoH^z&|kk&UYeUuq+HgTt^1cW_9susE?0xoL=FP!tPouRwORJE
zp8ovC$K9qxEpI^}3Iexfwo|t!pIDv<dQg0)_Q1(zbU<Z)vJ*u@f~pJr2=3`m5(D-W
z;2st|1`Q>ANtMCq`#l|pvxjp^yk~MOv7q%~do588CpK3nWB+H}?pER#!;`%gSJrC}
zFItb%tn9V<103vKb|1zab*BgM;orr@FND943JOhpo*p!6=w+GiM-9|7>a|MuOoesX
z-GN!CvU?B^q=2u)Rrjm?4z{U<#l^1PUi(QNx09{L#9T#7CL^~U$F^%^SB{l2<&c)+
zWyyjbtH6)O*Hed;dc@09`~j`FI{zumh=?l`+n%pg_{=Ct1Y8CEEKts~Lb7(mA-Sec
zE-j`}r^1E1jzT`K-t>F|&jRv(S=*^gv`hR#;+}Q!-m6pA#xSL<oFCRFWsJEj#-p*O
zz%a>pR15^bVXDmgw}<_WC*!s5#eC6e2mR!k{XkA#<F!Y*&(D6HBxx*ZlM|Z)zWM-(
z4&suv*qKF^PCW75+}ZDP6g@=iD&tjg_WCi5*PmVA+m{fka%nogWaIC}+-5T_Osm4$
zsJtPRu@sL)QvaI{jYXKKDl6QEz39W(hzR_Zft20S>-?gI(%LoDJlIh~&x<-`t^|%l
zF9jUmTF5}5)ck4<ymeIOos-^h#T^=}0`U+#+^o@o-cs3$h-Mic!>$}O2AR(~`Rogk
zq?9es<8z0BlpHi|S+9eSYKmKjgE9b%dc`8t`j>{1o+@jaM}+WJ)-{Q!pvxv&x#?h8
ze~R8Yy6vvbh8EGtK1*Z~TBpvvW4So4?vp_$)x|dOV5{q`_ReL5K+J5{UQJ7!m$fj8
zwIQ^svcX@X{G&ns!ajGHp3>gN9^G;ND6}u@7k_;aE1x>~lpx(53DV^@pF^s<A2J4C
zC0X1swTI*?s*Z5pSLCz$A1Vkugc`e5McBMMm$3QxYsoN*zE}>u#7cD*V&NMNVTl~3
zTSJr$QzM%el>!knF4XUtxrl(URZei4@gqppx9Om;?)!QV(?^Zru&igGmp;2JZRFBv
z!f5vrNPc+Z{=@3Tt0k>j?Ax)fO3};2_pbVNTP`f={`h5zCf>WCh0J1We0dWR*Vt=L
z{FJ8Vgfavs)*#v7nqy^OkOKA7_S3ykF$;!3*A0jVo69zn4UA^xbG8Kz92v7a&x5dK
zFfaQ%6LL@%dDtg*DR&4rW2kGdKMdB)g{oF5wgrXSb}@Q=hQoSrq04pez<sza8}ydc
zyi66HmWG^`LaiWu>pAH}<rr(xD*4K=HeOl``czcs+*-<0-UGR;X2qstcNB@T_uZ2F
zcL-@r;TdWMj!WBr=qDIHfqTxv|NGl2ui${eV|F_exySpc!=~>XoJJ+X5m@hL5y+8c
z>wO)=YtEjWK*I>yE(DT97k3Tw{M0Rl#7HE%{G&_DzL@{lc;P?v|D>&B7V9l`xy|0}
z_g^K2qRc!l+D78PJaqX6mw#l;P<wq_ALLb<$ZbeLm=XE6*ov^^e}5h&$KBb!_K^Pk
zMf%7<U{iD78u)Y)kgO$!mU-QHjuk{|&zrIIF(Cyx*PbEzK4m%U6;<AxJt&Zrsr~Fv
zc8<?|x068Kt_o6_hx@&PEF1zyev-)Fz|H(qIc-roB^HuaIts@U?PmSz63t431h4q5
zs;i=-Hn@J4l<KBT%l^3RXXY$mjO!CiVNn5c5neYs&$=QX*CTeHVxigbIsW={6E7{_
zq!g8`f!VQN${bU@=G~6hwfC*v2Buz+^L|3xq{nrrh|HP~wn8OG)7n4g5X&fRi*$(|
zY{wc7{)!#9FH9XZ4c~Yq71RKMA6QsGAR!XmNH~CS_!PqP`D>OUWPleT=Brn)ynEPc
zd$X2T7sEshftycAgXPyJFW=g>dK@?VVG#%>=cp8Ena?%MEZVq+Bsbak8dxoiLW$<W
zNh2Va<oVH%WLW$^|Agjsyve&CiQ#`{?`85<Yu5`?!s0Ve0(WT4wvea|EUp09C(X6e
z0aSW7a7_IJEZa90l;A{K{%@eOjmvHG?4W!U7$|i62~m&U;s9s$tQP~(rGWX0n#HH^
zndUn2V2IgoEniyc#614RgSu@0(I5zYLEy+=<)Qb(YtJS!x)#k?_=xzxS?u)G!j&Ou
zUw+AMG}&wtrQWT1vdcE!$51OWKbBl|;jSUJ_*K!MEXRABX?zjS%2n#r(NzoRjkbN1
z@bL8O&7VAfi6HzlfC*Cih_oaG6yzppCzQc$)XcIzGdB|XaDqnzMBv=Z02A3c_d{H}
zm0q2JWTB;{B|KtcU>LhyvsKzt4Gf||8)yF0EG9a7zwNp9YpYqoColQMfh8n(2bnoJ
zTpkzpx2rE=M)j@uz`|F%)qaD)bl@@W5&<^;z84b<3<=3nud@99f-3-c%SJ{-EKE^C
zB_y)o90`55wz6zfn^jjDUf0LK>YR7Zy#-7JkLC^}4Gk%VQXI=IzXzYGUU)1wdN&^d
zRfmNG3ZX6P8J%`?rCMHT)n|6%!S_YES_MLc60j^US+9;mFzs%2bJxv5tXNdIX2rdY
zT5UY8QOQwz1`%{2elFD&3=uZJaRDjOWghc9C}NLezBSDD*b(dR!ykB2?-Z@^*LBuU
zlwbNIeJyIH+#?Rs33G7p@bMRp>R&x7ec!)#HebiR!pa}uNK5tlZb9}jL%6i4w7b{(
z=~C2cF`L;-5GhNA?S#PRI_=z9<94MW-+QG{-~m0^r`$U84iBVRC!FodS=@LzGo^E+
zZc?D{gtn|)F{k4msX3q>7rRu5)xLxE1*^0ujHXSBq~}vgNKJuGk#b%E?SJ24%KsOK
z_$~(eA_*e)@kTEZE~9?^DV|l%p{*@*Fn_38W%;tG{)9Be{Q&E^rhT|VQN861zhPhe
zGA9<F$Hki*g%m?z!&e7}G~IzcI1cHX&dtN0;6<M;h8@nj?dp{AovN&?tVARv^z<hQ
z#Bmut0lO<!K&m|H8pudbU+A9osm~0^)E$ab+lm)KpV6G3_e=T?4i2&rQR}sTr{d#_
z1FKEnR)Pq@0S=Dk@Ad2l+D_nX3Cj!`f6E26m3~$Jwg~QG8vH5jqw2qJl-nSehJ4<o
zML_THYq^sr7@HA9G6nZF?{;_@f!@u0U`ifDA9tI<=LP)PoOUnV9-nmY<eOaI9RP8$
ze@SJDfD(^A!C4V?R3;4bgpsoduDLcq=UO4p2?_VQnTr^Ac<Fj>UVeBg<5Y*@_jl6W
ziK@}4+~c%m)*zUuTr%Ge%v~r{%xcI@7uWbqZu7-PjzY!`j{vV_q&!bnE+L39Fp*7Q
zdoLg!)P!?kH~kyK`I;0)L<NEkD>e-cYi382D|vW_!{;2Y9KBnV^4Neb;p#|@-_P*}
z5j=jFAe%LH&^WbUH!wX1`WTM<j~cA2*t0pkTbu0Gf)#)`w+5<laVKwu!Bh{QEiKp-
zzO=G(&_U_-QB_si(vnRnNB;JLeJA7XXF$!?*f9{$%cho>6W*!U8UVJf(z3EkOI?vH
z>XkV8qut>&Qq_CSk5$VIac63sPMv4d)2Z9TC<j*h5?)R%EG&?`F~$S;I2L$?QV4aA
z6{s^YGaq&hfR2kgtj%z~y^U8l()=iFd*GYjGaLny*{$Uo+X9g?!@l=9cIYzDQ=&BN
zaM>Hq(uYqb%8Yo`l=q1m@NS{)-I5>#B1KIuFDoi!g3QHjbIR{U3kkVM>}IW2(Wg9J
z;y(SK1`&iTl!p`eAQrapUN-8?Ho3@0E^fO_0VE{`L`!uG^V{SUuk_?we$q##7o$F=
z2xckpT0~^8zoa9nE0-<x)OUC)mn`Rv2VuX(?P2a3nJMn0B}J27h$5|!QRG$^FciRp
zzaLI&c*+s*n$ZzY<mGwS@_0ebfrSFDgtYRYX$1yGbzuJW<Md~5Xfa1UC9!<|42vZj
z-iF+G8O>1O#UnzwbMZsKZEhl>1)~lRj-#e1rljg(n$^=_r>ShifwWkL64h&kX%$r(
zCO^$hH~#ye?#|siccjHdm4hDMUN$^su;jO++5d5p<<jBdVH}6v1DP1MHr<lfAa*{X
z6yDmSHD&>2=WPO`%01c`4W{(E3U}N#Wl+1N6*ormw#G|*LB-0}cx4NC;zdp-Wbmk|
z!BD336VWWNez@-XWJ<$+P=bwaW^{D)3M>K$P0^N+Xgf9UnOTX&yRDwNb5M6q4wi1T
z_T~)Zz9oa`Jm+;YV^FIx`E*>}dm|WPHug&gtiZAdR(YbR24D_ebFq>Ca;_1?hC1*&
z`40EJriU6X%h41AM8w1^#|}h5<ppaqb6nlc9$65qVf@9WKR76%F}rW;D#;YAAr%x>
zj?7j3sQTxjfbfr*)8mFB7tgapR>5>NfPMo&G)Y!u27&wp2mreGa%tbCDOzIn-Aci!
zgUKTAxm|{lH<;dZb#=jJnY=k*=rYKJ$b^CVTx>&WdN-QulBp`HR!%ry1`a2(sy`+M
z`^fF5oqXz%lA*w(yp89NU0|#?3B`-EM`4AY%8oZ*1w{1iht`On8~A?TVOU2$c=_@@
zf9H;XnmZv3|0P^umDGVIx+w`}0qeo}uv~Y$Y+-M+sPO=Vx_h5rlbo&Rq^u3LOnhSI
z<czp|Imtq9wo9GQ`V;wDKm)PCdDn!I(({b!>(i;xrQ+h(#H?!K8i{u2`cS~S6SJm+
z{6|PkYztfkLHpllQ8kn8JgcJR;(xq}y8kyz<~gEJLs~iN3fFJYcxfS+-EwHara`Yl
zjn83Y+EGnJ`-7~kJ@Y3X;+i2{?`GtC-TQhTo<iPW4Fm=Z&>hEXgTAx%Zaow!$;thx
zqQ2wBI==t8j<t`dllM+fJLVceoA>7~YVGfQ%h${4jP6u`qs4avfNX>za!fpBO_-$o
z!NUE8E*2-Eg)m}D1LdLI6^eA~mo5C9AdLO;E?HZnrdYeVqeH(d!LMD);g+#=a+l+N
zB7Gr$$dh_W_JpJ1p=}YwAQa~C3^N)N+-ETzI2C}GZ+n!V6jkMGpGbpp9C1NguU&Cd
zO#sIkd{9n*&Qn98t5JCzvd--Gi!pGkbEXL((-a+gWfQS)ZK#=5ej~UU2S@x{8u67B
zbM~h8=RVok`u7Ou>o1p#hH>01oUgrM<;^<CzLsKg$m>S5t(OkV!}(V6+15o&GfSb5
zfnMIy`R4lcrMC8MdEo=ay?ghr;N@1ChFu@`ovYKvn`N*`$6^TM*G|RF`GD8&M-cAT
zwzmC0_n+>83@AX6LyNqPz0-CBcTb)s0nZRc*hkntE*L#c_i#IpaE@*y2HSTmh+9_R
zIVxS2l;phQ+oq;^;k1F^-Lx9iDn>(Rt^r+m>nizN+r30O#X-G_KPE3hmj1UrjIGa#
z#q?5Pc;ZKesH0osxM%2Um4~q#plUwYY%<*G+Y(elD02iG5|gX_h3LKutns@xI_cTT
zpSn=;ZJbS6Fh%|R{?qbCHKFEb?a$feQq7z}8@tnln;|$3%o7_x4K9`;@%34rlM1*m
z`R!8&z6)=493Q_5#BU;2p;<U-+6Ew*UG~QJo(9$$^*Vg`PgeD@SE878r%HU!f!rY{
zK(Ot$4cM&*NCl6f#nDF12~m^h&MvO3YlyA@{W!ryzXhx<_=FN{CTQzOOsLQnPW|=k
zdzMTLe?#MbJJ}3{R~wNE9w8ydA5b}v6S0L*(a`wTyP3&tT2{|LsOmt?G}^7oOZm%q
zfLkHwP~ic01W3%$HgjWh8c>#T0)U`LlK<Xq-eEy${I+KT(a>%(d(<?J+wA952WVIC
z`!=b@c6N1{L<Bm370L_>$@Y_Dz<j|l?~&rLSG=Tumd{HU0sT|l!2A$Y;Z&hwOh#Kl
z%AGg-CT~ja9*k<wk)O3c)1Hhl@0#^t3@p9eh#whC9l3YQ^6E&QBPsHY9Za5G=0DqJ
zw}Pme6hwuLTQEY?yK`X~B*JoNySYTY?7Gh5NuO7Y@jH+<X;e;{4|b|?ol7BTe7Y8W
zDO9E#dF(76hql{g0ebXo^E&XUwOsf;{l0_&B2br)*X1hbLGDq;t>ou=Ly(N6j@xQq
z?>xi9`{RALkXh1!gERz(LU4Tly40YD)MNX1n4E$FgRmA_tR%qC4};%vYwgSv)NiF7
zqag~%Z@vI}+r$$D*E<1pICk#a`Q_w4cynKhc-HB1Yv9h$&zEj{gJ)xT^r_N(VxhF}
zx$drj`rQ1C#crvPlR#ye!5`BLh2htxA?_UOkI}QMyExxpt|?1!zb!nm(!O3BAPps?
z++W|U<^Xta;f8(mR>RhTIU?EoY^gMlu>viADHTb+w2_uZ3mQeWN=3S9b`6`kI4BB<
z#YZbmT}53rs{Q;JW_ojXE_M`Banst`YF*sP?eHjdL!8K{zf+{hBV$>F%V~M{0Exc~
zq)>ngrYe?tg?@ScLd2vF6~?C$`-8J-y{wSU_Stlw^pCF}mPw<8!v+k>)Iubc*cDZq
z{!JM^7!8KDeFeP5Jy2!ZxzA)sJuO1WZ^}Q|5N=>XojCf;uTQqMwaJgN(@1`QM<~&N
zzA&SgPyFESE(n$ZR#(5h-Ne;+b8W?aE+vr_2g8S7*?XGzPxJ<pY3a8QaGiAod7Uk}
zg1ubsAhNJc300u01$KaQJ{>c2K5Q{>?&7}ObNH|H=$eNs2aQQLi<1&4&Vz*TE3@Us
zPwwU=Tl=P$VNS-}YQLo%S3w_lu<sY9YIjVEc5CvgDOk0z$H^x;j)uUYy>z9l*nM5e
zK0<Y+`$RvJKW#8hHU3&O2txB~@80~T`}*+DN@8E>)Wg;%KP<TRQC$jnlh7>ef1|tS
zF*J>@Hxgjq6GTEw4m(P({H}CAnx*P1KW^BEgElZQG<4<93zaY??{0!<LgH?P>C3jG
z$QjE>b1nEcZgJ(nq-Qc4dU@_dXd)Er?@%wRb6#fo!qircg=0Q6n4d@`A=6gY97)&1
zdgH3nm#2?#%gjBV;z)R03rweuQ*^Via}6sX!V<^Iu+%~q-I>;xPP7cDLdf<U`y9=T
z8fv!OBvOx?QBaUvI)X&V^-Vs4?~+g7$S5)?sSg}<XV4R#AM~)-fV!3JP_I)_Yj$sF
zqFqo@BC9~JMD<fjg_fgsRz-vqLTKSkIA5@bq5cXO(qv`aD+>7c@AK_`lF>y5xp;A9
zWkMI1iu?+mgpdK@%kN()J*%4*fd$gVQ8>H7=}$nyCM~eb^wI&{*|-FewqVsNnJ2$U
z06mVw{<Dv2FEHII00<>+_q4AGV0ueE9@+=X4eZbG$PFvL1iYIFylLMGA%_Sq(c*J6
zw2ig}MH<(PQ5p+ui=bV-z?msU9n&JWdZ)Tt@=Zn9510>YtlB)>ow}UtA4R8NRMJWo
zgufE|Vg9|49p5`jJUTV^l`Ui`{}WOkqJp%?-t}wjr^E`Jh1IW<4aazLT(40~%vk6u
z<AUfz7o)MDoMkaQb;fg|eupK!?U~XwR?6Pcx0u)nFwRqP2Oxpu00d1-7t<#+#52WS
z4%KpUJ|55hXpz5i4oo!w=O?xh@MfcoafAd?Tc4NS9Y1W=S<p#0LIRCt>fQJHLG^(r
zODcbVXE%E2a@~4=-tJ^K8I=tA%$twvIER~>zQ79jt#>mdHL)Zr9S(fDdS-4FU@v0D
zSjFZAv7evcYnKE4N{gun<Ct-v<j~`cyKPQ4QAJXO5(ftdz_gF^@pCqPP``#;+ax~1
z!8z)3QC3E8fbMR`!3zy=<wS_UsJ<Rw%~%R^Q60XB$N=x`9oPC~P;13I&AN1$Ty9O2
zc~B$Qj$I|htgT?2X!!g0%@8#qdY@cpsaTHhczWM{r7aFFWZ-;rn1gQ0@ED;GUp{;Q
z?O<n9v#;fpz{*Za4}n;+ao~IjpBoqcK><5-AX4{I;W63hJ->uzK266-gIWgIGPq0C
z<^*)%+F|H!A&;H?iL>}-&<X<aVU!mkXfOfDjlcX{!u|6w{b%A}36AV>_UW)>T?I#j
z-S<O$jciDHWhMj?M9hY`1KdE-KwSCM614)L#k&x|sJ^YT0f0q5S0q>yVHM*6>LA6(
zikhDMR|LD}ZeKxo&DqYQ%44NQn)gj~1FmFGto`X7d#v5&A7@lJA(YUYShO+sL7t2Q
z7DqSPQMbn|x1Y<ym6EN@e2YKuq{4;$rfw~^<d67pKze~}O7MKGVf(b`!}W({{0c>h
zEPsFmV{TM7I19|@x@jn>8O4KeB_R=76h=`I<7-->HtT*U2h3^N-o&fXxr2bJVbewg
zmIjf4&awif)q}pi^q{bD75)($yXM?*vvGUslDwvwYOT<1hgdwn=?M~LXzA%Mj@)sR
zu6BE;CTL+`2LS8V_`K<x4U0_$To5<wgL7@y{!$?d)Y`s1qp1^Cu(9Eg3Vj>%%4vI&
zC<8Y8aZEi*4ViwO-c=B#O;uP4&rc5u1LX;*UnY{PW(>4t;z#2x3?=ktKxa8X$$<Vb
zb2A*CQe8Dyk3klHb0`Ze$k|?nw!S+bAoKE=GQRoJ4lrd4#Ld*XNXj=za41_dwb~ll
zOpM<jKgoi2k+=Vv=)=T9uiTeU(kKFjVkh+IRr;!fC=plQOcQ=gU4B&U-W8o2jwNh#
zv{|slTNtI1KRekWPn)TpTV?i)r(GnV`p!V4T|HtKp!wwNe4!JDh@<)gqD{^un)%bD
ziH-)Y%UA&A=NBIA?AqADk&HrG>#nouBZU|zBk6Vs<-4>AM56f_r1#+w6p{Z(C5qZ1
z`DYQ5fe_$#1G-fhy8kW`i6qxXDb#&T-_cJkE#2pR+h=1@LmVHY<r?U=V^jZSeWsST
z@%n@eSe|Fr)g^*0PXNymO7^@kDQaH`ZT}`$Q&W?f4Y|=V?pd?{Z5TLjf!j*`Of2eZ
zlS7zqc6*~Jh<QiWba_0kDzYmtlFUP>1`-_=74-m%>hr1K`fR;Gt<$a}pO;vFg~KM|
zxo>y&Mcxv8iK%@!6!0?B_w9h(1?yb{9rv4xQHf~H^IAf=Zy-~>>K1__l=I3F2Q6uo
z)rIOUt?li_bRDC)FQTrMQ;(;-PKdS^mqXZxxzm{ei`GRkJT%L999QpFxoG!ll06>K
z@@oV$Utxh6A8-x|-p+mm)lMo8j6slv+%EKmU1(f{T!j`LASmRTl2V`^FarP&Oe|hV
zo*qN1H%K6J2$jX_A*Q;>4!bv)S$?-Da6MA-u0eQ4=5GubzJa<!ooLq@PjBXy<`OOl
z^14@g`cvJY?9ma|Z9$`Nh^)Us(lwRu))oZ?QlorFKN%2F4&^#|efaPQz%&|;69#oR
z=*tEQrG!8FoO}&D3H7z}g`4ny7XH#QnzcK8cLCy34gLnvKummm_e-adpL+dC%pxyL
z7(rtaa*;E1QO(S38NxW!$O$M0kX%MmJ3tDVSlfgn5S&K+<T2YQEjNn{gv~Ni9ne<_
z(t)Rj{(U-%W`9YY_5aa)|3LCZdh;rdw{YfdTSrBuszr1KnE9WYP%6&pqf2`eP>Gjc
z$K)2db@I;RRZ_EnjZW=jBL9CWVQ+-#>!^B@-zGS9H1t$x7G>Ev8)0niN;t79LM1C$
zqtRu|Ue5s*bDIH)!c62~StA<VP0f=SNz>gLKgrdbd&smA?sDa{&@K_5S9s5KPR|}a
zjZr|DLe*>Vq3KZYfYQ>^LU-w;sar|jd(R$w{!;kvB>btXsVnI8*$asmT1gotODZdN
zsUK$>jg7B9PHfxy#V$>G(bB3urLbaBG!`>4&BCtUhx17hc#}t;I`o-FyWiqWw=V!n
z1S8}FyFx%OwhR!kX|Ut4fkGu;33b^rg^c{&!QCd1$ycc9H3jhNEsjCs$#Rq1?TFqp
zf>o)hfA*!cm#<p1cL#n{Q>|6F+WS1IM}%qV-JqroYH^$BC&!~3gOg!GWc8*a)4%xY
zC2i(j*6;ii5kUKTzx(?4$x+aT#6WH`_+@l$ll4>apFGUsfPhN$h;<(~YOj+f>}_<2
zin8)+ryUK;+HIbq{z39|=r<0(I88&&vL0FFFSvQvL^E<YA5be1QU3_Rdo%oXa5BAp
zD?gATlW2_ftP|ciZnR&HiBPpLbfE_lhBjhi?IEF3f#*3|z1fL!@~jU%(l6iAJE~-B
zcX>Hpbu5=$_HWTNayCwQJ!}g2EXfdJXg_59XQ!u_&!}wb)YVJ{xy3rZxliJh9+Y#c
zrqsvfw6ZN8B|hQdp%+hqnpFlYE;S9!%Ts+For6)VJ}PA5TbuWeZr2bZQ9Ng-t=e&M
zGVs#O`)0Z;6D`cUX5Ob5?}`)EODbIcI4OOM-N%X?vAWLd0a;2br6Z{mrmUH{R<rOV
z!8l`_MVn)u&49TxGo!rQL6n)J_neEGn-*RPUA4Apk%)GP+dKn`4nk$(*Ka*vJDvO{
zi0ofF|I#O(R}%&5rQyoo(GYIN3*@Z|S~ycW8M4|O6p!!Fc0ViH|3cpgHCxS8@TMHp
zA;DC@<?z_K|Dr?R&=8s4?b2ztnSB5Ar{>qQ<cHZ?P`J7-5HVV+*%Ca<e$-AIHt)0a
zn1n>2SkA=|G&7n0*&Ox5_809(S#IJ^_i!6H9DkZ!zW^)4!9@?@*VfP=f39JDSLP>+
z&7?3O)Fp!<q#*%X^`z|NqaB%C94tB{E%*U<KYq&6;Ga`V50WU~YmH|}bY}t(^KHj<
z(EHa&%|N!{U7jN578*;F`uCelk^lxABj;voTImJ*2@{}b(Y5P0%sHEo;n$#MMtW<W
z)xFssGNd%peE*&5y9}Z**Jq3uc`T`HbE<V1m8_)8W-`)R{vhio(pu>)px;X`NqzbZ
z7o%0Q<^gz2%f+R1LJ}e=7DgfDyq5M=LydZ-jY*&#X?-&uu`L4aic|~vDL<bCq*Q_V
z0@^eGT;6s34LwMQ>TG_4Ff}m&Ldw~LLLnV0P$#qXOD3;I8TJT=n@M|jUOLHT>vD!|
z>PEP~rVpB@xcp%-{6S#s9OXrF&Y1A>Yt*chAtiw659ZIFs?$jrw{;N-R$g#uk)VCV
zVguA*{`|qhV5wfz2Q(qUyP{C0O!{_TCc=n^Rco>EehcLcHB5d7<o32b%1$ljcaYa=
ze^P?|wnQ-T`O)NYm5Y+J(oO8pP<spy@`@YKi&yqb44~NQ6?pqJNm6QVtpNvcXiF!N
zfmnNNNk}?X$L5_>?T_$3RSz4Nr+nw|GoLOrM?H3NT^lYCc)LYl0)&3guxP#=1s|<r
zpM%;}wZ=B9=cFBxH{#(A@<~eoE~q^Jvw79S+{K0ORz@=UGdX$oSApjaGLMDl#r<01
z&q^osq0!`a6AiERsDO^ESng5m*Wf3S<WbYFV4T9QDSX?#VP=^C>roU_G@;bJY0MI0
z#SneP!5H3}DxU3-xKhpzeh-4d#GI(vH^}VYc*zRl1b;D!<SF7AIC4n^LRN8a39-Z@
ztqeQ3UVA<~z(CO0c)e}qel#dW5hh@>fB{aX&T@A&&P%l^t@QGbD<Qc<x34)J>Op#u
z=!moVh*Q&hwyuygm{vN-6M~zk2n@!O<TD~ITrAD+{fJ1xt}arJ8=^@bKvAr|li#j)
zK~;agb+h4@msVyfiwai{-yHRr{@v>!Si7SdQ(g*$d*exs2^26nnQb#h1{sBewGAmI
z?ikyFQn%{7OS$RcRSJ93B=f9pnK9MSBA|qOp68*CQkPzy&g=_>oKD+4{qp6@(e_kK
zgU97in(x(DQM=(RnQiD~p=NEdS^>qB!A4=-n1{Pkp(cUb7M22PXC#k+Kj}&SD4J?9
z<elP8?2jMqb8ER*+!ImtUF(KGAT$wM9}dU|Afc-T-vVeRk6IODwzGZ?(bpbc-sVN7
zvQ9FdrwSxHhns!LLQ@9ZgT`-cN8u{m>vhA~ax`z>j<-oI13r0W?gm{o)nPf;@DgUP
z6=!C;8OAUj2q}Q)r7M@{NB;uV`GzjFbNUj-Z8-^2iC+{JfJ1tOXH`I?M4??-5nWIa
z$Z<l+dO=LI$Jt(U<jfj1R&`xg1edv>)Mo+@T>cm$_?Tfq8~tP*Pq8@@;glCkA3Ks9
z!oL*lh0uYgE!f4Vr<spnpFn?x>Kp`QC%>NR4O*$0t<0^?NKN$yQ%xhAiv<YgTW@2~
zUfG);0@ZHbbxvI!dD+C4gZCHSH$bq-Xp(j?8lKZ5&#P|s5A;HW%3U3wcv}@Px2P3!
zIg}CP=37DmwH-A;Kng?+ecQh0w%0ab&Cg#N4nNiVQ_sw8iT}*d-2p0_t$ks(jMu(i
zzs?>aq|x<_+)ie}L6Ff(Q;JXf-jQGXwr0vEK>3K0tVc*GhbvT+PWI2RJ&qpB>U;6z
zmsWkeind4e3ogUA@Zj<{fW&a1-H3{bDRVhAtm;rvQ7QBE*xon<>72}Cn?tYtZG*7&
zzdNd`s+M5`y}e6+)6}9HcNWcFli<i3<hq@@vdtH`eSh_cmeyIDI?vX!cwq^9Vq5g$
zm8;~j`Cy52%Pf~$7bM23(HW9&#S}$9gy#23nLb0c8J6t>47kR;5%gh+vX97oQ&K2n
zWNTXuE&*UWKlr(p?@C!Pjle#LLZE;S@JVwS)kWx_%OWYy<p@f)`TFhM{f%su8uNJr
z^MRS!UyD<Kx>A&30x~Z|idNrdg7)fxe+-xFtZ^9q*R<@vJnXsNr9V_PG=IGnwUSdS
zyJnaaiSKwQ)Nk;TJwvAYpgG(x^DV45-+m6ALFl%F3*siEA;x1qrxYwr>u8Ru`p?QV
z4sefUWw%?$G%uaS)V<BqLjW>dMrG#PBP<<JcLGQ_Xgc<r6dR=CW|;in8g75Ydk#cR
zcy<nS+xAvec)dds-1w!o!*NLjb+p(&XySKPiy#aj5&L!!9N|&N+W_%&716zl_K#UP
zX~`P^#hu|?9GGq4T{SlZ5MdfU4qQ~Z<l8|30<uaBxZOH{_Ts$Y^aIk)BUd4yYyAFF
z;3wb%Ygx9=eRvp<-q*ejE81pYfl_C+O-1Bug?s|AqdF<0l!k@nJD@0eE+&EG%Km^W
zJb`dDYX?ms<jRORy{)H1i@eb1Mq#`U0b5nSxT#g|%I$)meSiWszlda83$nW;$#17E
zNI#mD995e|V~<-UOVab8h1O*NqynmYkDbd>=Y3uI6yfdC`m_R(O-|H4`s8#Xyvo=A
z>+^$7q*UzHjQ&__E$Pn6>Z(9NZ+D4V%%*;Y)9x%Tsgl?;jJp|QjI{&QmGYMZqnd?3
zXFOdxdTMeMET%o;YQD$tH2BFO>!n!=*;YVK=h-|PGw4!~gs>15P{?gEUv!)}Ne3Zy
z<g!cC?9I}m(8KuKBH^Cl8l&fs<QEq>hiu6m={>|u6!~vpM@xANCXE81ow;&A+hdzu
zP-|*wwR9j5i1z-ZiY|-U@*74t(tDLS)l{7u%!=*J_dl%x6a|T}(_0m^JsrEbbJOxT
z5L~pq_FKV+FWg@w^7mPZPh_qSbCWnVRSwQlbc-)yhEK!u-Vo9qT3h-3^814!+_+}f
zcHOuARVfCZgV^70vLZTF03^3)sfw*MHr&B9tGh<Q(^L5V!zW8AH&+Y*!C_!z{081a
z+VJ|P26sN7*WdyK{}I0qN?l(f`XPn0Hz0$3K;^}kB~VUiVc@XYFR*Lxe%-~8Qfw4<
zh18Xhzy#b#=Hew-W;3Ig|52>)`eL()8BNvS-wzh3+_8*|y;YNRV1Ga$h^-pVvlmLF
zLdoZE(7QL}b92@$xU)|*m&xaW1hx$sHW-)zw9;CNi#duZ=#uM%k(^y-+ittW1>sFj
z!NJo45!(k9K#U-p__joJ_58eZ;A$@PW-(s7XdVzq`-kBvKtg)&#@_1)R`~ue$m=u7
zMV1DdxU8_aTvTT;0>pPt4g=~rtt(c$oL+<VXc-s15nypC7-?3^FQr+;Uk^QLchfs*
zmpt8f^Nl!F0PJMYy-{u4jIrEmwfc*wx;vBcXY0|!UQxYl36GufQP2hm1v6Z*{9%or
z!j~%{HK1GxQNuXf9=EzO>hN;5oUyy|n3y})Zo64Kl4NM^;9>dp`FLXz6|RvL#Pd!D
zVNRS-#;at?W}%qXJ+vrOqqC1&SGN5Ugqm$*ZZK{&vh1|bUshBjP85;~`-L!hq8$xJ
zxYX@5m}%1H3q-iV8G19RBq8c;zY3=1`TZDUM~Nx-H}*l3kW7A%xz*6p_EmkW%m{Q~
zmYYmg0V04gcRFs!=TTJEL7Ni6Vapn;^Is_qPj_bgzJ5If?5Hi6(B`q4l?D3j!_|R~
z&#(6`cN-7EOFujM4Vc;ltA;LI-syL{v-MawIGNgwp40A!eRY>RwZGIVx^wOu_keBI
z6N8+3JPC1}20=a8W`M>43I{rxmco$$@Gbs|J?%=~1!>@s&%d)O-8SqtvpKN6Iy5Nq
ze->9SDQ3G|o!NjD)=QsiJ}4-xt|V9?1dYIoHwD3czr{-_3KzfAS+{{KYGc42X*kdO
zgCukRZ-a-MW&JUt?GTxm0Lp!1%mNx%7OPG9S*|XVS=BeoTi~{opodT*<maE6?$bTz
zxgZEYOs=jD2iT^7jrzuez=m{M2m%<ry<7YHF=iXoTk~M1GH5l5AW%<F&mi=O75e_2
znIyysdsiI%hoBs=)9LoV72-YD6U{oM9v`-k_r;d+*L55GS8d14A-aBOuFynLm7QPk
zrPk3KVg`R4igBb?FOz733mr(1QUG(T!2)0?B5Gz<sMIZ^|MVDLbpHABAt-gjmKkCq
zbNa+6)1)ZpS^6C}Mgngs$7G>p(By~{Nk`~Q5H%``AT|)TixFfm_>CBciREaPX9?4D
zB*p5vB^9C}JCljRmy2AUSNl>OjlV}b9XR4-<)gV8B&C&2LW8~*@TqeIALI|VERZ>Y
z>38(vCX|R*S`1gB>(`0(piWWky(l#_sJrE{92*w=kJ(>u#;6L`tVjz_9lkJ=FQO{q
z46AjU>$_Z>Wf;fXddt(z9uy<h@Ews6&5bMw9?h=2N!%P!mJvB$ie$qwSJAM+begt#
z=)EOmt7PqF#43#sbPeWHl_A?xRRWbLP0^mNE*(I=A8n$-j*gD#pXMTwC)t0V1&;>(
zN619}_Q$VZEVql#!NGgMZAu9C{Vgpo@87CuU^=@7W9#<43A_Ug7MuW7#(Yft+WpMB
zySsb5(t-^1cR*Sb3N%*o$%0*gk0}1MWw0qKD#`+S`$heA0HYaPUmSx|%sXz*14Qu@
zT3*)<0Z%DIyYv^p_T*ohwPS;32s<q=uepS;dF2)$rh_)pf&fl=9L|+nFuyoMdAM)s
zHrg&XV?|xBJuH$>>KpNP5GbL6+DN#53|y+6Gxyw{W0dw>>fsji_^PAs3x1ZUI?5!5
z_vwrWK#Fhx*y$c&$-<ZlfM0Z}{81N|ZZ+r98|tdE9x*VTR0c1Cq(Tx$?f!!Tp|otX
z>eX-OV*ni|(&qjA93I~?XAEGmw#r;PIpr7OuYF=%CJbu*S^)=8UER_qT#JaVz%EF&
zu+L9XynH&&z}u&Dv>y6M$uCkz9~au5+Bbo=Ln>=^%002vh$@YE>d)4C4ulvnY#MIc
z6<c$Sb9tjV0i*dUG}8EVbacupwb<3!`l|zlKs0^t5<^#(C*sn#?9pPLA|21GpJ(3A
zoIRS0$=cT&@X}SoS`R_6h2FLd@trvc()Smg5p_XeiUZK7MMeJT9WQsyyoKQtO3boJ
zd^;>mIHnfeliyr*eT==Ym>Ba07bEqI(DEn5TLwlAhi)4yJG^$<jR0xgcSn~jP;QBo
zrJ$thcg|jr+eu*#;8Z9sPv;nF73zP5m1*u!)G$>ieL-D+ge!8Em6g@3#GBo@#Hh2H
zYdG4So7-pShM&uQqRb!NP!3&_+p@BYjE(ICXQTR7BNIr}6T@x<cv$%k0G{uIRQLA0
z_)Rp(lKUXZahQ#<0Bu!Jo376OLK|C0R(AHmsEYPreeLQfi74I~h$vuP_WX>~oJ0g|
zD5VIS`h$3&<EWbRlnJ9?C5z4;x&Xi!bNri7DEVk}#(wBB!%sKiM+4!>eLw`xNV>wU
zvZ3GsxZn?piumW}vmy_J9od`JkXwzJ$HTf%4wyr)OY~Kwg7ADv2SsE(U)U}C_XW(P
ziCpcqXockm+&6k+-B*PA%bU%9E5)a^d<2leuJ|Ez{q7u@J9^9z92USv23;;kn7KCv
zn5*c?6e~#b`&T6gy4(FAPn5O&$jJcJloLSdUm%pvmpj=78|Pj4{p?efoEgBBOt#V|
z1|YOMfc|n+$phoGuY4Y*gp86k%gvV-HMN)D9DUmwTw6+6*wAe|mDc^dc;yvEAAj-D
zNR$QA&DMZJ$#%n+939;T%0$ADXL8a9KGw_9DvbnIy3v>IM|6kZ@^cqbc9Q-f8jo{U
z&~qy9Wz=HpawAmYq+sxHg*FU2n1S{5KS>6+3gxUI_9?IF7Z^r_2F`Ryz{X4C$Sx_z
z<vYj0qMBm$Q9r)7gLx&XV1v@CFOE$oC?ogJf+-3Yi9k}H2q_l?;^_VsFf-iO4%9#6
z<t79PyjF&wPXsb~VB7MYl)KyF)KB35Url>-b#XukLdYVB(fXrExNIC}o54+r7aHr&
z4=UVX<x{_3x%l|_?`=xT7Lc^XBiFw(GyS5ORZ49Qwy~W+W&{7$4qq)Ia#;m;r9TNs
zprRMmY-}1dYb;oj1e^>3M$wxjfLfOzASH#GnnJ)wT+B|eH2wL!?+2CGI8Y3N@5Ohx
z(zp1p$rp_B;5~aL>gvi5_Oh@3-YhixamU~_iSy-lRSnSoo*fM<r~>5$P>N=kmPUY8
z%@@a;9pxs&vD{{e$a)=Rbo`aehC-VMsb~u*NJ_pDv!r9@8)sR`YIjin9!o7o{@u(B
z^?{xfjjR|-?L1j#Tz2(@fcZ%<6rMSxCJlI8FvAr66AGsBHRk&4vbum&ZlY>n^ySUp
zG_g>ucXoC_W`+3mi7G*oN52y<1~Jq@;r1P<P;Hl^Rff{U9$sB(Fofyo=&%ue-z*)|
zA@2J%pf+&v>$t8f0q}S)l3ypTeifQC6#Pxv(;az0q{sb6<#Hf&`Xyk_+n*@Q!b~kH
zS1nh8ko~Vnw#c>K<*-P*8+(=xRtq|%{_u%aMmOq4V59Hn(yaQ{(X7Caziw-+X<KY8
z9`kIEuRi@Ot)0gFSwHo!*&nZa=zY-_I?Q`av{dySp-I(F6B`bmUdCA;#`rSA-$0%m
zx=@Hz8cD`4rVl2b*3F#;FFvG^hz=<ro7eO3x$gaX@w932@ZZN9D)J2xKLye&o@Fc-
zg1r?ND@hN*nB0h<;>k1;_);LH$??p*%}4*Rm;qP5LV1?E)!k1QaN+%^Jv$^uVIEL%
z-)(u_D$&V1>+I{QATW}L|7Va~wZARra$ux6?`+Gsx?pDY<cmWI+BTi>@v)dhw51zw
zzv~Ul64Ew2r(dk_LL>!VQ|&o@%pst%iDN(iYgRdIU1C_zRhU$>k_~xDH!Dc=&KZ_9
z7w4W6Bx>+36!MkPktdeax%R19NQF2|Vofj+A;Wy^N({kc%Eazv!b%}|C_$u_-L1fq
zdy)|*+zhBgGJC5>T}{3ZZ2(CAxg&J%$6jdY6MK96&)~2+U##bpfJ!gXZKuX3C8eD}
zLGa74g2+p+^B!%W#k1b7K&7Xq-s$V>yPZkf0|_~;vXZCJUy$t^*9sc#`G%Vtv&ZvZ
ziZu5@CfV3u-YD>AV4L^@v$4eDmDS~C9f1GGavESuhLU52Ncys>SN@~CIg{GM4b&kq
z^)TiC$VdnjGOE3rT<`Oc$e{d;aQU1TpxGlP)?&s`%9d@4Vrs6mCgS7!*KO@=x~cSR
ziX!FGSxq9kZ#$t$vR3Kp>AEfQFZAsQCwDfnAF7EGyic-*x-ZUG+<Jv+4+<Z=!W_x=
zUG9k?kcb9!=zN?}GS=hwr|0hf`Eh{Q43<)qpU?cBkh;d}g51Nns`9CuC}wKRJm!ah
z+=Y{xl13*Ho4N946D$$0e?nTuC&xQ2O%1+p$DQzQ`1jafe||mm7XNV%v7`f2AA3?*
z)sqIIlKQ!cFb|>2*Hqdh9V=-KVy)ZmGa?$xLOf0fQ;?^0QW8(#baJ!R8jx~DvWCCn
zL^a|Rr*=v`UO4kr{a-M-eVe?o2<Y)-yeV9ko-NpM*goi{wjGOHbk59e?#SaT_)J=E
z%Sykh&>oK(OSO<8+X`_kw)ET$AI|w2Oe%Cj;p`4zQvN}c#{(_DEw>!%lDVP;9Vm{V
zLM0lKA7K6~IGA`G&%!X%dc2GaV*TxrchDNq4WWBClohhL`BOob>b#lwOvlIMsr?_N
z>O=^C+Xv?}KVzk&{}XtS@-YWH*gs<CZ%fercCGhrl=lqATiHL;wcd4S<hCt$BfFvq
zMYFQ9FoU17OR6W#5p}%AA!gI~HaV$g@8F<wyfIolwY|2n(G19;@9=yCmRes^Tb;{c
zvFEj`AV`t7VENt+dhX`&PGryWS)Y}sFX(VmxCjL)a(VoaNQg2VuG1Ak*JR=0;W6Ie
zA<!>)*qeGLijS3!#X2)Ha|X87?}3CbK~8Wn4jLo&$`na)aax^3EryEChqzCBW|9Ra
ztPSLG=)zyMil>IyAof`pGlPmP1`!#{*uQgiOFk9bE_a_jV0yjVcq5DkIz`DP*$^_`
zCr^dXUZMBCitKq7f+_JwqHQ272nh5t5s!_<J&Au1pZ@cdoJ^3u`h!jN?rU-_+qLz~
zD`^fPRH_-C)J5384>!+75;m^26GHzT(xoVAKH0a;6mhSJ!VDI>{`#Y!H(PK4gDc4J
z9Tf~ujJ46~QVS2()^TB-n?jA;Ge6IdK>qQj3hG?9Mz+!-t(UU?YEZeSE$2mTKo{8#
z8G9ft)zdbes3jWhq%fizjW1uu?mElP?>eQSvd#}z2_%R}6_W@X7KKS9NvTUs7Kq@;
z<I!>J(FeaY%ZS;pHZf=Q?p}SF2O3#}ah~{ErS1=l*h&T@4=MuGuEx*xT7{_?R?CM{
zNIh_a%J&~;40{@WMcw_{(ZoE*9Hsmge&@5!`uiwjnb*y)@6q7Ue9R~k4J^cX5_X^0
z-Q|8S8&|T>wQBzsq1p@B;yapYVW$yH%7(w_r_gdbm|e!b8Lv;;)k@0}=Ug8-DN?b}
zVRtgv-{wg~-vO#GFd`?pw+M77&2#9Js_K;8NwXqcYzP3s&Xyt-ntSntgoLU$kom=i
zeWcYhmbZclV`F1HTBoR|At51a>+5%WN*P&L#7#_?KzkA}JF9gIp5^A}w+wip?L-G&
zC|O9!%RiC-e`xv&peVoZZxB%$X+gSK8fg%aZi!tw1VjPp1|_6JKsqFsT9B3w>HaF+
z-3XE*4g22x{pXzlM#mX-pZnZ%&-v7qzB{XO0LNS(kS#?3#WB%By+b#U)KvN1oJZgW
z2<EYzJq@$aGBb+>s&THAwaADFtPa8h>7I{nhvzuY&Pj2(hIO2>!x&Qs@={7L>;C@D
z8=h9kQs-tjeNr96`FVW1KD2O|a4XAe`BSef&vR8Ff^ZCgx3G>`U)-!9X?@#h<0Mb9
zDq%@^--^+y+M<`|7~+!$)EP3=FppmqNH}C+YY>OkeEVv0ou35Z7YGj+aI0*iD6Wu9
zZaf07)_+{tlq1IoJTlmW&w`3{-;Ij;&fvd$-Va`suWU@KG_Xqk0Ea}GBc}`9%BXsn
zMQ%!o#b5a!Zw1Vtd06vQ>5q(>g!5cL^h()yV~(3@Cuu9V_7Ck=v$=m;TJb*xY%&<I
zF!cYf2O)GT!DYNPRcl_)Mjajc^P~a{XFu#OcQ0485%nhy1)Lu)MT16*dTD8`-P}m=
zK{wyP5YEwj!I%xo%5)31Q*7GV=wg;wX=dY!k}VwPKnNJ>r<F{pRSV7@uO1Frxn^iF
zZv=3A-YoXyzLW7T9>U*nikRL0=i`FBzH!MNG3RMLi!Qv}w+$#vSsy!fmXsolC8Ukp
zV_d`iS<<z0^-2^bt3dYXZnR?nPgV>XS0oy$N&ZXf#-3WjlZ(-JBb;ua$@b$V(0vCr
zG2?_j$N?e^`TMuPVI_5cX$8P5B0y{_n48mO`|fc_p7f9qja=;J$E|~YKKeb^!NCF1
z5)*PK;QledIe3SLhpU0dC)0PYq|=Y?<1sq$+_2uRQ?v&TZxPqxFz0oA4#d(iG>jY?
zQZ;cMWa;z+ujR|UEif7PoF6POE#uk9MjMs)0r5LQGDNseAJi%rn?h;dLR!p>2kRPy
z<!Z_h(Zzr?-w7|zskz3Fn_HdY$My=IMyj&HwXU@~tRa)E315%D=iGh%Uf2AjiYxlc
zX@qT?>DF$q^7uRU?JwlMIg$zpe_ky6?9hN|nH<okFTK1(xX9HEY@f)G!-N~+oie_Y
z%}t)i{bnWCA1v*IwZ=*advmeChd@!`FPGm&xW0x`MRHavsdq&|z+#o}?+iI(S^NL~
z2uIWue~6<;&j`QSJy^8DwkeE+6gbFMmAa6bEnHCbZN_%aE>=HHlz8M3CeB`fvxy+_
zDkZfcc3M#z@<CfCETK^aPg=-E7z#CPbY>9J5A6f)!45t=Rd*KlvE<d-sEN@#6_M$x
zc$$MS9)o-EVY*^Oma*c(+l|knI4e3(7j=VffQ?ORtw_+Oa?n?|js91QoL@M?VlWct
z(1cO|<JYIOie3{IIoWz>(aBkT@rlN;NaxXG)8NLd{jVppi~Y`P5x7jTmA@*&KF1R+
z4JxTCCGeCwV;(;GqFOl6&Q8~NwIW-(@KA9bjmcvbFA{wQPx<8a%9jhK7L`DvcRX^K
zj~Tqr=iUYXPxn3<#%fef9w&Y8U6uC}m$x+#EVU$KrEa0l%gVUQZ#Et2q`56E60<(2
zu@s*Kinf}d#?#r+frff>B+o|WF6T!49~CB;1W|IjL_@}w`AWZi(>67w*%r37vB4rS
z@;qFmWUXaSR?YO;P6y$L$boN(F%c0FRaIPSrZnbS&4C#!t9b=w#X<NEZ#rfB295_Z
zm2!0p+M{Q^%2$XQ9{*{OTdQd(vJ&!T$LoGAd;bt_P}}mg{U6QoE9Jw+4T43Nej0vY
zbe3p(>#uiG*2s+<-2NHtw4Nn*^x9}mP@Ok3);4q^NMwzt61Sz<%R;T6yiBS-qk-&x
zc9s7>NH)vtQ(L%dS)nvuckVBPaBdo7#&hgCMw;9ybwc6I4Ji7pMcph_Qx;~l#=%!-
z&3|H%ctoIoT5rQ$?q0j^Mm1KTJ705NvDhVTPRpcX9)oe~cJDJie$F~nacDZb&_eOy
z!z)p?H^h{`5Rw?FQ}HytZ&N89D<#T2+*8}4z3t(J(r7Pq71*_{5xC4rTH1wWWq9Ch
zV{sajg(R={J#+dz>nN!6AW-fwU4xax5eT=^9+IIo{x14zDW0u&FGn(YDdQ%I*ZgSA
z-Z8cX-xF=m?~{Dk@6br=dgn+;b=cJSDHP2Yt5&PkWfdQM$3z^^<~%0!Lp}k;h^M55
z**?bvqGavKLiLDIA@2I#Hy3i^;^SvVO(Uwh*gsPO=Yq<{zmJ-I7yqQEIdQRsQII^E
zg^MlO{SIfVW|*hDykQyV``qUrKcvdc+i8KL1xI50(_`8vT!Nn9T&kM0AGNC^3Q`S}
zv8fn*(*;KLhZEH6#4yi4v!4JLU@=o+>MT0oF~h9*`ROMjCdE~-QLr5M_x5C8y&{A{
z$W+zTFm<El<>f7RWLD7K=LST66er~bH4w-@5_|C5qjc1SJ`tDoT}bZwi4P(c$B5JV
zSAB^sRz5R7hZC_O^!Hp=E&aHb??D?_sxOVaiE07$9`<tJXs3Eib+Wv6fp+Oe$MejG
zQjg9!#;@(h(qEHd0dg_>0YNfppg`8qUXzBSy;T+Y=Yd7XvDu6AUloca6-k$W16Hp6
zy5LbJkbVSpz|E%2*S9Iw7M_U*NWuGyGh}E|yezlA9Mgmhi!MuD=825c8#ey95sYML
zFQxt5&aPZuJ>TVvpCt(q8|cTcx)5;H%&dU0E`9L2p)Y~s^{DNF*7w6;(8F#%lpvP&
z!ykTtN%C4sbIb5gmehcp6Fh?Ph4MspUfwt{u7vG}KXrSNUK_5|AIFce57UTS2551(
z3q0*QClTq?V_#I>3?#fGGH<Ak0#F4ReUm0x!$?frzI4$c?^w!fi#gf#A4XQ(hEO7Q
z!s4lMoZ=Z3DUnyjQ8S9<X+Md(JWiRtO0j^I{MnlOHBt%`jOTBi!QIl3<g^zbgi#`S
zv<@(tGs%-Nths66wMoY)^hYR~9CanKYT$S}Vb!7a$^qoQFP0`cBZEp?i-<_&dF^?*
zKqTH@)otx^<Zoh_z2mcbulQiqon*yjL{YHmQVSxHH3PwzIDly1S9dN&%YEc^4%S5P
zBg0i*mKkAY2}2#%FtOW1BkuC5CWkZ=KCy}&vKovhsS`Gq{(oq$Y^=He75QEoxQZ!A
zQXjHKL$(aJTG_Pmy0y#`R~r0zcfI9C29x9E;i~4Lr+-{GOaA7@zxT$52shw=_;B9$
z@$R_#$Lr-Tt-kHpEq6{l?)F^kQc?s7C-QfVhxSs!AUVuk+*G~<+?vt(cSJhw@X&Gg
zz;ivkd#wW;lrEi^6i;$ex1qoH_i@F0%>nkA77+W@v6%zT?I&onCEc{Qm^MNuQ#q-t
zCMaEsWM`NmoALXk71W|d6KK=_errAg?E^!++NOcaInMe&9<}Vy9nFAPi060+ex5v8
z#ZJkzz7lHiw`7Qfz;#(z38+O+{P`@pLLzi%iFJ#!cbzG(FW>OlB}tzx+10HtI1RdG
z0PgKUATpq^UbtDSKQ%-E2DX$YkL>&Ra_MHGG=@=J1I(Lhip@g-^`7>H*&obQ-bO%7
z%9EPrC+s$<*6{(tL}F<zOWXEr$cuYrErWlC`QI(*vQNug_vG!AW(fWq%;6T#U^mR*
zgP+ASk#>GU6;C}dPxxiWMMsrQ(=*KkX$azi0n?%gkxwReP%*KlLf2*ipH18<3)!tj
zp&N!pXY(u7VB~q_8`@>DGtHiJDJ43BbDAD-D7(b)X0<jS!EXQcw|8~>(x(obtd>1?
zxf&Suc~Ng$6$$D2JV=AlCQFFT#DJqo1jp$uNpRkwBOq#kQUqu@unU6fs>VVZX0iV3
zQGpn&)r^;m9Jjf-xyl0L#kXjA2M2EdyM6P1N%B%%mY3mU3Uw4~9Vr9Ydd1}=U*|=%
zF@M?E+pWmA@hS@z2zR6{@(*b5bmR(xFR+N+xq`1hn%P@FoctxtF`zp(RCn1A4_JL=
zd{5fCJ@}L|TkIdDrWYMI;m+miNn<k|erQUuPATUW%NI3f;>$m8&@<UfndeF@>x?Yw
z5-^6EM(s#&k2J}{39@XOfv<OPpFfYG=`mpfO`j~k?Krb~h9Gu}=Rp^s&H_QJM1xD7
zX@hkF=!*@2c3`5Jd_3t5@?;`bAR~$w+&J+$zMu){|4HJg`MyatwH){6!v)DjmXSXM
z?M<d`D60WLcK9LT=F#JC<Qxi3Nas|=NbA%!NMQoKCBz1{%;lDqPKG&9?NDpO(zdU|
zg*Atl;$^c9jFva8<31cjuzC+iCdX6(9ra&1c!c|Tnp#aZ{0&&szjP3i$!Jz?ee3(f
zKNRzd_)1tTBHiz?t-%00z~Z_tbZ|3$6rP1RmAfIl{97;mxZUe!(fi}X#?!>-VKWcE
zK(8?_k?)i!m0m(l8m3r6gHFj|lUGmO@!<>8F+9c;k1{btTdw~gtZ-%aZ}au{;tK~D
z52KU4<&))eBOz$cfPl$wYD#ZLf^Z@Nw|sU|8~~(ZdM$ZSxHr!p@h7m9W}3T6-PauO
z_7DJT-W9#0Hj9>?SQ0gi;E2a~>~gpyfN0alCLJQ{b)UzOIB+~#7Os^Ii+xxBB6#KJ
zl_^w&kee_ZGddqbiR6dkcqZhdYCs^^*d-&-l9Idz#5Q9})jpKiXxzZSV8CS)TejQv
zsy6i1!!V0uz(HC9uwT^k&r=lCu)c0dN<py!EKR$=Ps~R^)G>)}v9Q#eGDHm!PXk2<
zH5gDnHit7ZCP05UT#<90S9COQ>>p42I2CFbtl6#js?Kqs$#|3&d@B?vPd;5tXyR~4
zSI=LV*7$iB;n}S`3>zfX#ysBn^F=-xbT_Zv7Kkf=8&GsMLerSdg>D9)L8HgjXV4)%
zGz|6BhuI&rf8!Ukvit=*sWGcfGxj#jZ#uq|oOJ8g1%K=&AM!_CzU#1hqwz}A#k@?D
zEXE|bBvdzY%lgLGa->B?1nGD!;&QWR_01;|BAC}^WKLre|4VyIo(%SfR-z8?^#16O
z@W!l5+1YpN_vFRbJm!|agkOBML-p=40-rzhx<31DP#3i*#C3eVyxc^?bjHNjAlUrA
zd&@)H_<p-|ofnCI3!hmZ>h0lqx1TYSH!{|rJ|_q7U6lQ4_|;ron&}W%HcuQz{6~-+
z7q5Hu+GWNHbpB>ny4KAC?1ie9hbnC)QWn}Q@t#8+0rF%mX(b6<V7fSdUzd@Mq)^>;
z$%}hMZq*;#3tY1&aRIj&IezDqvD9KH-2wwACoX`-yAxQ{oEID#PH3gg1yrHG4-R_U
z@Bi_l*6QZ`%E=7CoSScUmb#A~950mV3ze@s43lU4`?(*v@E*Ue(=|%nwN&uy*AkKv
z^+DadCMeo#f64{~JU$*X68dmzx#?UJ%teO1-}zd+h3)X`<WoDl#zVdR^*4p)58SNW
zZr*a0Dr-Ka<i6DJQWjk}gA{HqRzM>lV5HB2<XOLd9{o-yH0G-CZ*`sr2B{7vq=r)~
z*)(+Mk1F)7exKwOy-NWS3sxIFQ<8uan-QzC^rBiEhK5`TW-b*p-aQOdx87Py?l~B~
z;OVa{x`XU(G@U{pjNV_!DkRfBn>&!{>c1Y{+1*&OOW%ePm7YD$jfVL6L^cW8^t@Lw
z2hiy31t>8aEh$G;ZSN&KJrD3w;<AnXczCr#r>`C>FP1z&OPw^8C53_JQ_A6zbSADv
zs%YoK(ea1ZFU{84?U|c&Vd5$cx-6v2@KE_E0OFj?YpvuMR7B0}D1ffb#hgo%tm2f8
zTxNFZGgCcvrU6Rbje|q%^el%X<WUQR^wu>%_POrC`6L$}h^JT|Q=;nyz;Z^yUvx^w
z(vSb9^ikpzsjE$r#-+pDEsnV*CVBaBh1|p1-o>Dpa<)bCuM5J(3Q!ks>e)rjY{VlI
z2wK;?Raio-I+>9c2L`KEbNi?&6hKniPL~r~(CQC=W=EUR9djgh&4yrGmTyngZ|!eK
zx`s;owqo)tbWrtEP&<@dR#eJM^4;z`@hr%}w5Q#>@=@}f?@@0pdY1=?S<pnk?Quy8
z>=2RK;3U+nt8(6HE0YGzZ6~607wECTdbjl0M<8sDPW%l81>a#st5$xKr#YZKHIlHV
zTB>)vhvWP#VU$rWpK|EU&VC_UAraf^c1k}nO#gg{er9;=5^A-mNftdEbV1M_9xukk
zKO_oaJcF?&cG?Jr)oI0ssk3&&^i9d?52EwUSEueO6{*!ohQnlWOE8IXOY!->+pyMc
zOg~nV>Zqw6_HJJ`F{6+wLw;$j1QXNXRU!$cozB3+VpYjW%KZqWoRWH^hsS$i5t8A~
zz^7S|q*FTH?v7u4qai8N%uTmS-=^N$OQ}kRY|A&9+#Y5<SPDYBKTKIuo|jK9Dq<}&
zsD4n{dWvIYbn6t6XQ^5=oe&v;)!7oh(rXBNw|2*L6kc9BYL}Y$b2_%%*?Z8TSCd1U
zp;T))V0;xiH%>cOM24og^SNkw^TvP<922{B7drbvq2R4OmV0b?xu(mhNdiltfwttk
zDfO&;pBamW#e8$#XnfXPul5w1Jc*~HA3wgFa;Bl|)zHHvYr{Xgi!T@Zw{*~V;W*`f
z`CmqdI?zHq?$UMmFsag6*N?ao2dZ-2Khcv=Qh^@B{?MQ_Hv@araZ~B3q6{Rmd;(jB
z0#*2YY1)FyMhPDq{l{I^IH>0!1y^m~=n3K1PmX@pzY^hS+<@#}jsX?9%+WQ_3Y^m$
ze6cg4#y>&4{Gz2}C-40o?rSNnkYfR1!+I`9?JYnBN&ek<-g)$Q>gs9wbK?A%e3$)A
z<GdtDHPE!RUeJosh4d&;n3D2myZCIbScKOF&-_dGd<8mc%R?gt*)HX(0#EGwroTBv
zH?aiNy<k*rZGo4A$(a2Zqa&HA@;_yM!Ng2R^_MaNnc8u>M|el4dL>YtoS1C2xADrk
zCt(phJh-bK7?iiPsVX7c0w*3>A+!{)Dkhv63gJ-`zk43jeGCLV#s*ON09eyvU4_-`
zSYAHiQ%L-3`;V*2hzgq8l*GZeez;9%N|lpVmdlY`q3Rq+3&RwM0hr6lZkug$v0pj(
z;Q)%@Z2rU8&Teq{zZScCla^43307zPJ=5efNh$6CTOZ~@&r<tCdWjS~RSf>yi=<QC
z2)JrP+q1{l1X#3x=H5EwSNOi-Nb9<qHG%OcQYp!Dz+`#i<-ku47~DXgYxk*&bKNbz
z!$?W|`{TdZ()}x5w=e!QKI>mfg92{F>wa)^oG$RbC8qd))h;j~fd=r($D$oU8hii3
z<l)h}V5oY8r%3tA1otyU^=9SEzIpNwoD0nsk@Ym)WwB82tj!xU8@C07BMyTAtWlg~
z5bq=!BBwA7*tKTkmg<%dB8S<&B512XKGg?gb0m0rn~c1?gdk2B+H-EneKr5~VwQiG
zs-XT6K?j)*=j4kURD;@NIzps&iQ0$_2w6@K-Qh{m%I#M9ur$H2Z=kg+bvKZB?U}wo
z5K$B<U~OpKTA4!}8Il1CFgbQ`P+kiSMxd~mWz)hz*n-9nr4(gm{sz%kB27(fhjQW)
zgL9s8zjt@B{C|>ly;xL<MATUI6QE8wRG@}BD+yWzixi`@?djCj>|EP(%MWpFY+L89
zDb~O*dOLn)!PzFL%`&wmt)%YWY57*W(Ri(8`Y59R-~0zm!@+`=oW%($Z!*i1Fbcli
zhU@7G<=Z@}-h88ZLOsANu#W7wPWcxU4UuRb;31>G-bDUa`rPI1RC-WsIB&K3ZGiCF
zy8-R3)wb@V&S75{?E?jsBhAU3-Tb$tz0Y*MLPG3{sXGvYvP=^lTW)#k`eEZ`I!XJt
z<;@$|OQwDwg=nwu8Nf+sndCyMxb?Y<eS`h;FUl-u35$*Ze6K4LXWuM~!%y<24mUTu
z40U;M-kei9D)97(`nM3StJc30;abYpOr1OAGEjbY{4e}9xlie$7U|=Rp?Ri+ij+#2
zD@ZoY%!qR1hIJs@=mlzk2*z}I#!e6m;5?xr66!IF)$tEGZ*dR-DIFDn5#yKO7b+Wv
zG_klvQoi{{rN1Wf+#jPnv*jcFM|(EaLx2CDSGEUb1EGVqjE*Dj#W*u{b)AzP##l@*
zQXZ~=*RtjIG1?<ri#ioz*wE1KOdim*F&C!O$@1AvV!ylt+Bj;Z?A6N?k_+;DrFV`T
zE^uZID3EV?Z^VdHeY|r0Gr!e9>ei(5fJ6oC?#k4auO$%!&Y_-64i~c)9>%)97^AQ4
zWWLtLG&))Q?y5R^UI-TKn#rmQ6SsnFi}u4S9ff2u7B}bp0^{l?zvrG_M+BP0tlJu!
zQ)J;r_lZ5Z^XNNhLUI<KC-&=}S+Yv_=O!yPwC$N^YA^d6zrSa5xxu=NK#+vE6GtN$
zEtnhKHw#hUgS2{IUMzh;+z8B-j9VS$X)bSgl=9&PkEDDIqlRgkY{|)qEqXnbnhx*#
zq$o%rxISFOi+;(*N@sHU^1qP_jlUw^zWWnZAO2MN*n^+P)l#H(IMvsuQ=J>|NGh|O
z)W19VVz4lr!dh%$I_<5L$cBzB4+itZxCb8Sr;|SX$r)p^b}XMCDm3@BXsSHLc7=+`
zdu6KU$XvZzVOT%UbL;@*-lErvpGy|Tar@)(`C2aniHO5)t%NB}ANJH~Q&mz_)&F64
zjRU%!uB%I#Rq04hCDZid%Y;wE`|y-@%A~MK0#-#Fq0rGmkDk*GrXnT)p#H;%tkZpT
z3&+{F?7T+PIZF#=E@kG|2NY!}6_k@9hNT;b;?<A$fpfEC<3xsaBZZ{iNjg55;`%ZX
zzf&Pu=>7C-AU3)L6u_#xcs>pXnwGwP_<ltT0V-4o^sQANMCO9H7zL<*S6|4m&0sFP
zda(J7ICwk|P_A5#YO0{6;I!soirIxHa%@Qpiu8uuVp{}->Q#iQmNIVlI(rB`35xHF
ze`-q|xxl*e2=K3T5&=C$^%|}ECN@g}3BSP^Tpc<u#!y>k$6lP2C42kz&+oZl+7EHL
zBCCSMs;wd}B^}%KYnSwMn8Zek@tQV15QTY0Qajv4&t>^6AHh_dC+)hJt2{RmWJcMV
ztpOiWXB6DY@Y{q#-e!EMYUIw8-CUEZc_PZnc3UK>q~TdQ`{Eo?K1GqjU2wR8@v}sy
zjJxQExy#t%;^$Oze@cKr;_@8-<KDx-LK2*$AOYEImmWMigOM&D_R&MC8q*J)jK>kq
zHia<RRK{!_PaL7M+h8U-=O`2ulq2|2c2R^sz!JK~ZaNAY!L|Y(-PiwP8sQt_%LFn2
zNY%j5=<!3f&>cHTGNrMkB$04c;swa?mg~S4+bgr-#U{5rC}hoD+@j8?+F?QXzibUN
zcZ}OHy00QR&W^lBNturxr3cc(Ro&d4oB3>!fd+`t1`{61@##QJOsw&Ah_l-Lx6Uu=
zFt9Io(j7)#|2z>&GZ&{TPR<DnwZ_#h;OJV>ym<yH@qq45Z>u;PGeBijt`Zp?8=vRh
z_HX>vGM*sFx_pioY~sOl(kGFe*J0E|4j}A4!B5IcSA-g6ka6-n#&1E_jo`04nVcT*
z_3v2GyI!A<4t+`s_)rgG8tzvtS%42Nv4pic;^gH;Lh{m8Bf-8zox-By0T2HbUBAZN
ziQ~CvKinx03j{kTs5YHENbc^9zHBQ^@}=1`cq9Y^IFnHlg%Te^xn4-cid*~loYd#M
zW{9kSb@n@3d;1=cf))Ie<N<UNMlT^PkR-HxnzIqyU$Qnk_yjGgR^g3yZ=W1g<>eLO
z>JgXs%b%D%nhF5Y&+D9&$ug+4Gf}{YYNn_Gq~g!fLL7QOnz|+l_yRrPQ)m3uy)pfK
zffj*1H|I8~=S$!atW%6a5Wh1xaQW-9_rMekvS`O*l*-tts^3HC*V&pdMh8QHv}3(D
z8kKB_hK5?2Up}{>t3mrdhlj>T6=TrI$ItL0G13_7(z1lwaj1HV(vnE!@RojoYq2{6
z63gQEc%kS~>t9XCmZp4&d@gtSl2!jq|BpWK4G0_y-!b<^$&<J0136!&Pw+(_BN9tS
zE2Pl{@^0S+9Qp6zPmW5Gbx1ccMnPiF+>O?89T*e-JCv@~>jk5OOEWg)JEt}n?ut5#
zBK-D^r*T<J{~RuBkg*9ELi03Ag#_?bzc(7cFMd!t68+-E<|$pCYQPVtJKBbdAIXip
z@vr6VvZEOMQ=`5x=SxO<Iym1fg0Gh+5=K`)1Kk3fokqo!mqeiQYeul6?-vRVbU9eH
zr#aqc`XetcOhR%WpgEFU-D$+<M|?}fEYGS=itnps97(lw;6L%pj?-m<ZAqg!t1Pj|
z1Nfl@cKG!rPcR&Faxd98(=fdiuYCVUV{ButV6is=m<@+Z5(W#)&_fQ<<cD?R`G}XZ
z0s@`2Lm$qSbhUdlVWGxtOoe1JPQ6tiAMa^&iO=e@7k=h{(XxWs-oBM$3{Szqe`k3=
z2olhOQTrZwJ<~oqvlGx=6#DB?J&1{X2C@aZf!`53pZ`0z10$nsO}W*x|9ISHg$egN
zx6gkX2zwf4D0&3pmp?;%3Y7Z`MT<S9a{}oz8DC{tU_@+zwO`xa>ngW#J%r}7sEebf
z917<>^XnjwZXJ`0?lg!NL>ipPxjv@rT_@%bt^JuzaI~=|_2?6~ymTrp5t-7Z(UJ|F
zoZfwpxFN<CCT;#3H|ktB9y^oVF@@QESS?p^Y+h`unTUqL(~Rh1X~fGqwjTV>$M3{g
zlRO8y9eOY)0Bq_rgb7fMnO4fA83^Jy-7Ns@7FN-c%te;`((U&!&9|PKd}^1Q1hMk}
zVKdrg_q^ox@iFo?@h=<65@C+;$0&1+J6K4*m(z&Z-qBw;5k+XSDK2(5A0In@&kYt&
zH8bh_{&VAa4bzSxW}BH=fW89SgdZ6<+LLx#cA92J@hOuy17WG@QZzI;efJm*EQKUc
zKBED@4vh&9#V-I<eLNjxOXFMXk#%u$;;r~`Z8te{gRDRmGGJ|=5ZX-Y*oVCr{(6E!
z!B7X)iBdqbr=Y&7hlda<?HrX%$fSr>*%}>z_jsDtTy3!;`Mub4h)(adp6l;dk@X>s
zmWrI(j2?=sLDq%<k_{>P#QJ&oS$L!miO)*rxDf|v^dE#miK_43fH7|iIydt@Ztua`
zhMs{|JzC{K0Jmk!oV8+c`SXej4!OM0NllKlgt4s6MsdHM;XpSujbIH?VQ)MQjQbJS
z66ye><KncO=xx13wap+8C&)CpZZJOK1zoHf^yE@fRNOfUY$8cAhCIv!as=)=&nx&A
zH@g3r&?tJut1CkMipaImaTMg&=i}s@%}EI;&!5mpwvg8LoZFjIyitW@@7zadJ6H=G
z+%m0jReI4Jd4Wtw;7YkHG3+|)?y_j>S*Es+;_SH>L7SXk#TzemH7Jx{oAoq3yO=m|
z7zT4HjRX7K^M0&fI2=zL#+ZMG2IN`Sb$r?ac{d|XJK53o^~YhPc@D7+4hvy}iEK)e
zhta%0WK^&Xp9TPkl;3Szy|$qtzoY~kr6%Dh&I|$sjk}kZ6-xOucYE<oARP~+=Y@2>
ze)8wtki4iuvQzsVIZ!nBqv~MG5-m)b|0!PM?ddS;jQTG}T3SVpoQRV4(tvJSI8h-P
zvk*7pfehs2y0xd)uj5FZUPH$kuke=bQE^oNPUnl2#bBq5c5FvuotB4jKmEA&dS-un
z=&(%-#z&p^`P+Xn=WKM3-^-m}da)Vk+@>><4nFq#Q&XqXR|cpBnB;%!`kQdLCa8r&
z%J%XhU^KOQ&bfT_Oe*N-djixCpLSO0nskPlSbR637Mb|YAz%tsVU}P5U0(P*X*{4F
zi!s?ia{Ub;AhRRpK;|9js=!o?@8Xiplz90=sAWu8lrS(ha{$bBQrZgWptQxeKuzGm
z8#Ab(ssEV~|7w20c7KyvT0gC2G#!Het5h5}VE&YCeZ3O^C0HaVP7CyZQJ0e6qu>37
zbgDcwiX@oXhmdCIT8nO$pkXzSD?1kX>iYeM8!lU``$%>;VBkiV2Kp6yDd7BQWn}Jt
z)~@c6#J{k0*Cs?9h~Df59GeS(udIN}`S|Li0myF!nVb}!CcuORM6jQFqbd547<eR%
zZ<T@W!y8Cok3mw>#;!IJ=SfK`Ta^Y+>IQ(r`^F2^T-HJ<Wb>4d<hA9Qb!S&v=uGPe
zgg>KIAsFv|&$N8-)Lpr?{ZtCtHLi3Bs2fzQ2(*sye{}0-LlgOrnhy8o6|&^VmOH+E
zAFOKx{ZCbM`RGucc7G<pr0XdJ(Y+CIrI<}<^0M$F>+iWJd(e7Eev0^a_b<&nBW=_l
zfqVkf8ru9N?JzBD_eiUi<h_w?@SKBUPCoB8S(nw@)1T9$JiL)Q@5-2>Aw`#<0zYN4
zU{)C{ig*k<LPmI$Ud2`&4&78qm-fA!vBQX-;-h*+E3XU3j}y1}ID(i1`a3rZZ0~Wt
zeESviP3{$%(Qm>hExMpBNK<EB|Djuy6T~X0V1H3#b|!Ic<=Z9%pxBvUm!|mihq5vx
zwM$YWKv(I~B$l`Z9UBl5Exx914cNR}70xmVcl$OHvx`;`|Gw(<Hre~)xaAUY&xF^k
zxrtT?j}g$gRh}(@Q`2gab<pW8EYNb4_CS(a{2VP=pFJ^F=605ap3D#aGRFPw&l<TU
z&1QU&qXlx+V?Z<{I@ndh%f9>Ee-;`Dv$C>)aTQTg(usnZ!N|zK%PTe$t<EG1EkPhw
z$;2f<Fes`{>YI8@z1mJ?VI;-{08P4l%JD;8EF04RAT1S=lZ!Z%9y$D&(&(pllY)Tb
zaO*OuWh-Q%jXOdOt57Qr)O*g^&rL^%0t~90y{UsdCtn+qx3moMd@<-s`kz*pWm(0I
zT`)XBr*zZd>&0~|LSzb{@SR(3oxeS<+s~W%THbh8*~=<}4qoQg5vPJ|)+)H)k^;tF
z!JVh?Yb(+ZgoHg?Re4K|`fv4FS-vvrQPV#5fPaY+t{ej-CZAEpD(wj5I<|tw+hru0
zXhCULiFxv>WNuM?u_E5qGCNJ2n!xU`vs}%o_fBJzD-aBu>Xjl!zvDvUnYkZFd}Hwi
ztvlq)XeI<w0x5|GxnwD;03NjRU2`|l@xs=ul+3#JHz=&^@_T;Rouzx&qpx9Z0kCbG
zhFX%~^U%Ir!9et2duw5U8Ue8>_~}FxxChmyd`NBWTJn67$nDS)|Jw^G?@V7h$_Cxu
zm*lW{7NcB8NUi{yT`<zk!u8=#^}Lc24%?A(E%qw=IRP%?l>5v9cM^tD?=~|&Jd)NX
z3qxV{0+21g3bgaxVBhiELEoPHQ4kH1PE(u9ElPd!)?3Wt3E5mAcV%BGgBwm_tH756
zz+-Y5$43L~#@fttF#liDEWOdTwp)WLvusvX)|3hCCi|{4TYyvir2<*r1H(`3P1v+8
zxo}l5rW--{IN|~>QpM$HgliomW@(*70<~;{=7Bb<bs>I1QrP7Dw{?%-Q6@6>^%X<j
zsA|BFyS2+Jbui!pi9qKcVWmIssqDLe8oV`U7-&YnlZBAOY#7IZE_CVKk<?~@+?J{Y
ztAqwHadV5G$=%eB-C`k+y)@c5_pJ6c{((Vz{fGRi`z5guLO50(5OQQ0R?lC_W&gME
z!t-p_mp)!ublAJ`6l&Q<FahQ%t!!h0L4NELr#b8WC>45%QMJQc-7M3r+UW_gQfd@a
zc;g;khq3XukA$wDOy}!=c;CQDf6~ih-a{%?kx=3c;GagsIpdkwHL<JA$=0WI!qv4o
zLfxYma2LHPL&QL7;GnH+d%pB+hFGH9OnBE6I(y0u!~BaN(5y~gJ;ow}v1=w{s1rFK
zwD7+uj=-W5eGW572?ZiIAb5%aah2;yx(SuHQ4yJVg7|{k7^D=*#qDRsOXHfRTc%p|
zf!CsT7j)ThoWW~4dLyyuxPKO26muG#u=`FvyuPj2?!NjMqMP&cKU<RT%Is|x0;TQm
zF<2?o`;u-sfM|iTE^NNhvAI$F<E*6crfg$|Cs0tL_3b1&HL8p{RsnjZYyWSb-`~L+
zE*LbD<yGi#+v@4~`*4y^diU`IJvkOnQAn1P(<YMlC*{lF`guYu-cskg|4=)RtCYDV
z>-7DNS@*<3cI>QKdF3`s>F6mGszX+p373z|DCwHI3$NkL)~f_7yMF$l4taEU-q}#S
zeM#lM&^%^+gyZ>Ni*rxt<;JbFPEP8)reTL985n#%gMReMu!SYQWO3Le>&sDmdJAUu
zNm6((@zu>b&bPul`@!8?5}a;6Y;4?<M>74Y@HyFNPI4=k-s4~C2%&_PzvYgc;$<}K
z(`0{rX^pZ~ee`_(Ycd19Wn~tZjokVZcXTc)HmeIdA_46dq$oAPpZPjmU?c`z|3;4v
z9T5>Nko@31&D8U!axs7HQL(TbGbWawSZ{|psuqCen~n3u`--rfMj#OJjYvsDDU$Oq
z8lPBzz>bwIeCWrrUuIl%a+ayYn4PV{w?eWUx;yH?cG}z8(~0ArAT~?i3L6LA&=A(r
z$=&yskjT8H*J7;%wMItT@iZ&)HB0lFrU$VK&^4pB0_%UwI1cMMHdjgj>;3TI0sxM=
z0xiU_IT&J6A7Gwm=QF77Rqz>l?AeG?NbWswpJPI%fVFvT_FHm!#M;9+GErVev>2z{
z9zL}=#5oh8rWLLKdNUdvpuSlVYzSc<?OsK4*s0JJ+AT8p>w?H%f0Mxde$zOBxQ$vm
zzKkx!<lZJndax37Mh%x(@;&`h`HL+IPp~uM;c(6DiV`_2flTLFuCg)dcK{G0RrHk0
z2abckJs%;OAX-LIM#S&4ah~i!PtYS;6`$)!NJ^2r+S<t{tMA@3B~XbfkcC-v)Ns{1
zt;7Or<;IVj!){<lh(v7)cr;ItPWpX@HBr3!CgA!a7T7j5u$GmZTX`0nul3v)TE?vQ
zu}SdEq<8)mggJq}JWe2X{m*!U%@tuPg7`qphKGWZsk>3~(AOZNt!ZjJN=hl`HK%dG
zB4P9baVl09OKG7hG(An4zi6jqY$gz0&i?1e9(QI(;0Mq_x5O<0a&Og=1om7|{VNYY
zkkL#N00EqZXL>MQgJv^XG-s1OrGw)$Sgo@AdcaIli}O+K2Vh`Pv+0cy{-I-PtHX5$
zW-~ZKcK?rj@V5eW#4qXEDc97IP#$Cb$yhzX;-P`e%{T8th`C>3Dw_h3#Ct&hW(C)l
zpwK2rA*(v}vVq{|!%bWbXuN76khe`P#@lqgV&_gt$;ExgJ_tMt)DFoG)e@-Z&na*_
z%HhsFmXiC^7jEj5UV&HFXY`ABI}iNVYeT7cG#^g+z9fdxyL26#yyVf)*vb08#~<;s
zu0M|Map3EE)m8kV1J4c6xp#oviBBND-^BlFs}W@HRXH<wH5Nn+yut?D9suH)4{<#{
zfvO20H@Qsu{+eqtLY8@Az$r57A@ebNUBzJVIS!yD&HVMnW{U!7b~Awx#M9#dXBg*c
z*7J;sDfCeVGPGGRGkxET<Tc?A*dQ7J^#Yb#)x@-*(HA|u-}On#H7lSD9%WRd=%XhV
z`!!DK&$pw>xP?9S@Bht!J!2-OuT07x2?3&tK!c%vAxdljAk*L91@<VA{oo87qrWRh
zTT=^o@cBQ=NPLI*CJCU%A}pR6lz5$zQVdUikLfn+?D54`SOi?9Zo^YJ);ES76HVx+
zc{omoX0fCb#`s3-09X}34ayy!4h7~96Dj0-?y8O_my)Cz65LcL5ua;M>DtT)!z>V8
z;C4Xi+Wn^(kMi9TZlpnQcjHh1H5|c6oMo<li&^j)HK3z5x~E}Fn<F(Hb30-0L@)O)
zwAvS4e)+oqUi8aU%nZ`H3aRuKWJCx!*nxcr<qGlsU6^_d6gS<!&sIK$J(_uNFOmzm
zE-Nt6f=iV;P#yM?$Bf11z-DDfM8q2bAR+4PP8hb3Rlp6i_)`3f=`B?cYH<jE`ePxT
zrjc?JuStaK9J&AwF*{!^RNB}<hP7w$;>+{1y9M!jZMkQkcDE=1WM>JadO#eovAr=n
zS4RS3_TU1X*PE3xx-#4nvooBZ5sdD`=Ko(WkHao24g>P3g60s`?OxVWH2)SJZKw);
zS<1NqPxa?8*-|ttX`TaQ9698t5CgspCsJ#8lE2}j26@TeEy-*D!H;FLEsT~e0I&ky
z0eLb{jM0bDMsnq^5Bg97>@WM|Zn*CT>bf^_Q#gy@OKvbvvXq=AYQJAnAE%EgtC^<`
zt95&wGXN81+3e?Nf3z6uuOtn4&|SB)yp^#yfG+qy-w=737j11Az*k)^!Cv&R1{Nl;
zOBK?+p)A@GL?~Ds)%hAthJx7A5Dkp#dZ3G}`$~XDY73goo>Mv^DHGuY>ib`*MV+jB
zFWkzd{J~VI$g4)@oTi;*9dXs9Am2#udj+Cz+%x^JfA1b0^#kF0EWnUn1I;Pgz(H~x
zFj+|7pTwbb$r0d&oDGmR(GM`9$VHQrF3!`5jfJ<a*{YwK=`Dq#SWA1T{3!^5O4!Ie
z2BmGIbi<dFdNny1@i|W)uer_fmn(V&;9~-c6zB`SgM)x#%B*LfAB|7giK{sS8?GA1
z*94KRy`@ow$diF4)~G1<{i*)@vflaa0nc^pNXXr0f8WM=t{B6EZ#!}TVikNAz%D2P
zij8JfWB`0rKG|EX4$fca45=ZTlh?L8IH_w@Agfp@|B|#n#J@@%C<~Xd)#Cu&98e0x
zWuW)Mj1u!T{l66HRrLO68SvxR=Pt_Gu{sRjLMe9A-^sr1&tlj2a^IG+v%{liVsel-
zJ3W5GeLT2P5WMb(BXoh=K#B@ifHdbhi@^d(3RUGIt<jlj80ye%G*PBN@X_UMd53Gj
zow)9$5m?yeXG(no>%<qqThhY3|I*NDqZt_)tGm)mECs1tW=y@-0J_r!bmkEtgc2K!
zJD$fs!<nn>mzv2?-jx>@i^1PVr2dD|VN#f&g)-Kky(NlYi-`NT)}rT{Jrq=fNhDGw
zTjr0A$<50`%2TXbt4^8+o(W}+1nr7o07<o<(~;TBgw>I9DGG%Q#y`9BpJ<jOs(>2~
z{7==n1HxrF-!o!!pU9HH`gUS={z>zb8to(l@TmQmeB;QnLrli~sY_Ngt`Qr$(bX%)
z{|!uJ2kuv=XI;fE_Qy|S)8p1IS6!%|odsy7=qj+ruT7rno~U%Q5#3A+Rd#p(*yUC=
zOeqwHh1eJ4p#@|jm25VtK;g9{?rId@9}S5#@J1fr%uYAqd&bcSH~d7-S#_6e6|eu|
z@Cu{(`t4Wm@8sgY{*EpEnr*btppVu)V@xnmI=qkh9t`Vy*OLxvF$m(R5?Nd1qQlYl
zzxz(m3~Qo1SEE)(k+V*JXIGEKBjQv%FX*VsQ}iU8wp2`{PF)diAhpH|F2FG`AwW*F
zmdo9U(g1lJkq&U2D7cgYTM+({#J2535z6*>nS;EdL#1z^LYAxj@2*$Bs@V8E8Ln{#
z@HPMrjzJdE%gUJzl#v0XD24;87TZBM5c7%v!H=#Jy$TEK<W!|#1mxqYYpJsb+Frd!
zzC~aw6%oB5w*$tgs)FyI7rV6{ia(Vi!nCb>fP|~_SO*A2f%OpZs^3_~a;I1qmL7=1
z*v0rxlJ3#sZSQ*LEhnk$wBMJ7PV9faVvQ8`d9;pOogWFQRbei_(FPoIG6_;X4Jb<|
zqKm>E{#O5J?2@{wL3||AhW>Utv(UfbQRmJay1E3yin?1>gy#^t9iEWOi&y|Rmv63U
zNB8|Y%)0!u`;KTK)OpW2CX2J1T`4(OPwjorxeW?v2vsa%i0T!53A0)EC~fp}1WiW%
zTZua3g_8Ce_b5nU`$L;uf1U>WX8GhDuNQG1KliIDd`z7e&bodFd2x`aaHA+M>x52q
zvf{^FoS5D6%fa~K3fc<t-j-%z&=RNtuurG(m_~(#JwlP|sQY;4=Who`m@lG$Rvw)A
z5#Yopg27;&x5@MKvrZ8T@&c4b-z=NtW5s&i80#nOM_$x#rXqXfS~ZjD#2ZZ^fzrYB
z>7R!Sy|CtIzVljWTeGW{2<&b0Q2~*}+3bgiM0)!3FY{>0*Q&RUzmBxtA>_*Q$i+i>
z;u&=Gt3hd*j3l4{2WXx`vgdmVAzh|1&!IuZF6BUG&##%r;uMgQs7B%+=a=({%4a&x
z&S=1uxo$nGLhe`VT2618jF@?ZE?Wj7W-4;$y@7iENY9qaK590*^r8#Y4I9S{8=#^&
zdn_|9XNQjT_`J=`xK#?MHjZCVpsNNht$=X+@_6)_cWnXWj@jOBArhRhDlXiw{f`nS
z9wttN{2!@P_dHpdS+-vHk!A$s*r(GM_WI3qgjFWEUiin$4#x-7tjL}CcNnn0>*8z_
zjt$QoMXv4*7~?aaRt{9Lc{+JvfpGT@ly6x2c8$=W&W_B?_csd=%~F8(+~SaIHKb#F
zb~XZ}x?Nn}9R<XJ>v1gRYOEXAqd31LCf-t65yiie^PPBn`;CKn<|S(~^7zwxfew~Z
z`-54ke@%%8P<{j+`$TeH?>KR_lhe^M;=pAB-C>;>S~Qe>_+rxUBnsjhNu3(kD!I&{
zAk(r|`h2<<R-<r3=lNj}*$ybmQ2}YRwI$MS{5tg*(CByRWnz>$m_;Kq?#(j;j1#-%
z7agHgR)>$0xq#qQ7HpKkHsMiOJM`uOtibt<>^MY1<se%Wq{OvUo&?qy65{y53pzus
z0WBFQ%{8+M39)#J0_57Q5)iV(x?=-^{9axvq-{E{esW>#^1z{0_EQ3X{wz~g-+|iX
z8U=YDTiywF318`FK1d8;3cxSGw1+c2=ODUz+8ogoB(ttbHocGj5rP&EkFwuEK6tBk
zsi>i;BcEI&;LCo;6ek&^MCS)Rc8e+q50OtsBaVEyljTK=A`bx6jLM+wj3VQ72KS$!
z<>GLG<OvM_%eBY1d;0BNC<q&j8(jyUY*WAvm%s(cJm9EFZH${X4fA|HdbAt9&`)!l
zLC`253|hNJ$A|~a61tejsc1w%t$4b^y=3zS$j`t*L0f~+fpZV0@yS;3@Sb$cl$=`a
z#CdzHe4CxFj`99j3ph2&WH1<X9cCqdQXq>43Zm~#l)zjis#ahVl=8${NS5gRMW%tu
zcHO6K=wQM-mmiNe5w2ef2V^TC6pG120ImSP_ZB-3!3xp{0V@Oe1I0q3yI=PaR+n5s
zVDJX^vPg@hNbLe{#%M^$`7tOB;>#3CIxIXDZBL!3y_qa?fD!UaXs7t2I=an_D~|>7
zu~+2Bolyy*1&U<et`+h-jfgyaT%ar9DQ&|7_6ET;s@EPlPh^NaN~@4ArC<2eu;6V=
zq%&9WvGH*bfmAcW{RPSB>PjDhAXWt^@nOr66iT!(+vviCdg)QczRKv1H!1Im6K&PC
z3DweWfJj3ES|%J$#_pJM8sie~;GN_zQ%*)#gt+8CgMYfr{AG*w&P0*9nl1ilsUw(l
z`)YRjNhdxVC)N|GL<?~l@Hk!?#Ma>VON=w4ZR{(Ohd%f67KY?X>Tk4J%o-k>Yg+?m
zbG<-Xrd5+H?=N&wN<_Ro3mDn+e~yO<zkl{9E4VRW`z|P3$wrey0+U!#w)JhriytXK
zV3P#19!zXsAEC(LV@Ntq{BOL&8#7O7M+%S$FKB1PY`26!hIofqATZRU1G#UK_1%t~
zewdCaN9h^N1=C*14S2_^jNk}jg-akao7WU0^MRm8)xCNAaI9oKw^mnEH+zUIzoJ7T
zd^ysfwW;=Syf$jGcIKfzHqENJD3b-0l7x1`S+;U=qq->${kUCI+#&1br$R}IAAx&S
zr*w3N(CRNecu^Pv+MBLoo2UO7(UYkV03}l%h}@t6ci;7bW|Oe>-?Z`nPFN6Th~|Ew
z`Z@;?`&POOtN?=1K(D)d3!GR5pOc=xZEkl$sxXv}E<RxfdP^v{C?faCDC@fEIgf!!
z%4fGH%q_RYE>-c3FA|4z&BXt*Q2&+=^3{D2dq&p@=6m<K=Jg8wV$3OmJ7i%U6~Sv4
zV^IYeV5xbNJ(P0Jec3zHPLD%!q23aH{r&9&@B-`N7Fim<D<H7}o#o|Lfw>Nynj3Z@
z{Bsa*bv<(|S;i_vK0?UhkBJWijhMK{R+CKU>Q!_TCU^}kZC5jfXPmclMkBVN*q`G!
zGdG6l&~H13YKak0;5b^WG8hUN-+Em(HnaMPk`Ndpkffw~s6+r$-6Pdu?+2r1Bx7J0
zz8f>M>P837r0tjO8&x1#0$0go;9D?7Hy=AtC;*YvRpE(<5O$-qK~8vgiEN`D%U}uP
z=>$UwTotWcFB*i<?OdWPyC9KnwJ_DJ3nj{S_qv(7%X<(Fp79%92}5YQu4MQ%vK+XQ
zyZC}c(HB-)%(aa7Q79QeICXK0EnV+78~5NF97v9FQj57+>)EL`lxM>2ZKY`2FD&h?
z0Iz%A8dAfj$<J|^Vwgy3Mkac=(QK&f;htEk6oS$1Pri+PdPYZV(q0Vh0ubPKY)qOr
z9^m!czuFuh+`D}|7Tx&^=rKSJX-E96ma<Hzq%V7&Ts)ZHya6yV#6ZQ9KPH2(U3x9y
z2-n;rw0SOv$qHJ*R4rC85v;uvO#<5O=AIfZsZu1C&z>acFu^z(tZmI4#ak^3v#I0`
zl_$C=$N}v8vZJ2~L!FhYj`6)*5Oe7O%cg5FG<-75b!(TCzujKy{Or%Cm$n@Mb+*ls
zK&^m0S;7YP(`C)%a1qJRcWpOgqN7hebM(_q(-Z1<(StO}DleqdA@NTXl9|O|^8Vrl
z@=$E+|I+xqx6|Jp1AqHEs2qL6yzQR@kT)yGzHPScqEQh&YSB%hRP{m)Z+LdB`Zqr_
zL_q{woLgHzTrRzSQI`~N3H`;c&Yc#8TI!YxW1e^`vq4FKU<?$x0xckNhFHuav~b!W
z`sVH8<BlWwEBFbnWb2y6dbJ!|JrLjU9{6DMtVBLpkkw!S%Fgvz4zHfpA$<h!zRB27
z+x#c0Z5?9qa69Ec(8zr<Dhg9PL{d8i8ngf0e(P;e^CX1>juRu#TJ&)^04@eZ@SEAp
zrKrVXv;w14oc3w(+nvXO!tag2tpLTa%rLeFDV4>B3LlyZ8aHm26~Bq2Zf+8%PVnZu
zO%=N&ij!k7)XIW9h=iDINdwjDV*Rx+I1_GPrXdGK_#rXCv0`ttWrTLW|7~I)&!6{f
zmfI26zv0BoV&TnaJf957TemUkZWH5L9fRnF2VWP+>#;^HS)(C^hJ`Lo){?Y@z_R3G
zo~9cr&<D<!$JYZ#TZPTzNsl-wYzN?~mH8Arm7MC%{x;`w-ryT3Id;9y@@JN#X+IGD
z^ZEi&^(bVY!uG<~Af5Mn1zJ3#*>h*l(mzK_uUb>fkJ!S0vPF|Dxf@)zZeDz_yo%d}
z5~+MiiiUKO48LhS8&`7ym<PPP93Pb+ixR_7zsN|Rd&J0Sg3?9tee)&<>$@G>+mBDD
zWG_AIrB(GgUP{T_Kqf2opCu^x;NOV@nKj<g5S>WUk(`r{iyK<XWNC(iiOm7KJ@vM^
z9O_!=w|aY;#_vq(&9RwY0yyD>wZSFO1cwAa#X6A{%N&q8D7z}hh{lZ%(B>u2C98<N
zW0m1XV*kG1I1?Xpbcnk)39fia%A_;93VA%Bi~TM~e|QoFSF7R9bC31sID%&YfG(=X
zHw21*j6Zzjh5?T6jz&4eG58nea1F{|^gmVu*NBUoujRkSck?fLHWE$m<=m*mB?&<L
zj3Bw%@scLwVCv0vd-Aq{assD#E&01SwgfBCD&>8lrly?^CU~zD^3*VQ+s4rTNU`v?
zM<{X|$}ut4V(-i^s!W(gFbvIWd<{=V0{pLp>kfSv@P)`9s;(s9tq0p#K(*>W=5=ml
zx~{-upzKe}WIdC(83T>Z#6I;jT(vweg{xFc{E{WQioBOL10mb^jwB1hh@Bv;&5{Ie
z0lYnLXzz6jxG^p>ZXo#oM1Aq|t0ftE`H;YrVgd1Y?vt-Y=3|n39bQH^DSVmQrpb~(
z++4c9eL`H38J_2mY}-UCpcqEw_tED$%-2F8+4#o~Ox9xTd{;$_B$p(5Yt@p#^S>#-
zhXll<nY2k0cDJO#Mr?TXgQovyzqV6pv1XJF3$00F8MRQ;fqg6K`)DAD1I*N4m*ESp
ze!#)yL0WLg=ExBLRp9v-oCbJlUopZFsCJA`Oq~yb$MFmo)p)pE%(pN-a4q~y>ZRTk
zoF=5;P?Gtk7zZ~+SL>P4-b-Sw5D0S3)ftbwaByO@w-4a9X`>5vjx4nLDP%bS?Y={2
zd=66v!7@ylw0U@swF|rF<Hw0(5;5oBTaJohRgU16$g3_Q`>z5%&jNKdgOz}#5jh3G
z0|T9n<H2OT!?1%El@4JXq~9=WE6(zy(v&z5#KXf|jS*p7D2|MH15~6G(zQsLMUi4}
z&B^{a!PtiwkGL2m%npv0cq70Enu+T<K<&?p^9N_AxM<GaG!`p#du$Db<>UIjFHVY+
z>wB0=0h-tL;)8|fSEi7R{vD}U77w*`Dl16tU8`*By}^<m&~Ss~3MIgSX;vog$tYvi
zBEM?Ae8oAlo}$w5us!FhPu+6xDfdD!Yw6Qu#m<F-)Lqr8N-y)Cb79;Dge&6c3Begn
z#AW-7@2BdLZhOyzV&kJhdwaZCvBOyZ!H^eaDFaAVQcd+JN(B@vXEv>t^||QV4dD}0
zE!<E+&Af+sJjQPZxK@#V1b#H7)^=|=Y9cC2^49;Wv#RI?u^l#bwb!O{+vM)E;_E!P
z0H=GfrkO13z;N;u%=WxrfAoYh@i50`dA@l1HPJ|0foVo7pufO`EPi)1lZDG5&2&3W
z-lAgW%sDWHV%p9&bjl%y{kb}M9z5z@2M%5nmvXBs!Y@SO!w&uGU-SnJVxBEa&Mkw6
zLBx^Fi-t@BWrL#HEP-Z~{UC!W<<KG`LLOy}*o*r2Ct*&Tt}_0;R(U0BJ<ak;1Km6Q
zoUG%gwwlQtn7YLNhX&dzznA>N#9=mYRYn@94ZM^8FTeN4?6i58dcy_8f$8(M5Y{>P
z|J<(k|1Okn{RIW^D=7Um<^^gm-<F0Xu#7~hK!Hj3X&&7tTBTRB1wxbu%C=3Av7uDi
zVRSi_f5-#n4P}sdGiDd*PFMEghcIwRR}A`oZxWM*y7-t*b{KRH1&9V^*rqcvgTaP~
z<umfbH4;9u9F9JN5-<Kwxk&IDbR=ng%DB#j$z!Al+yVH|mmRUfThdG&f7Myxh8c~Y
z5mArKi-&eI$3_PPdvcFO2wFek+VMm*R=9*so^rL2B``V=op>$U?yFz@KgQlVD$4Z@
z{~e?R5u`&(x<o-hN^+3yA*7TN5kWc>1?iGb>4u>M=`Kl?6c9mLPy`7Dq~_eSzrTOZ
zS?ip2)&e$budRFLo%em7=f3aj`dr3Z1dT%;8lOHm&lX0QSUb)f>fMb1YZw@J^!U&!
z3dp#2k5E?K`O8yfdksbhyt+N^i;urN_YPztGfaA2Mxzy^VU0IQ;QzKUjmOs3opApD
zR^3HWgQ+;=(pRYl$_9Q8VvXyIMkcqoyhwCW<b34^r{wGTa{B&E=2G2y>-y$kCX~83
zmLUNfISABxwmepJFu89Bf2gbsG>+WQ)TDv-DjC?jg*5rd{>CY>uvQCkU4@N65WPVq
znYU=OKl8vdJ+9))!}l_VkMf2_e`V>wxvY1pQbc#{*Uxu>Rwcum3fcK&u!vf1{z2w?
z3@o`~AGei<u3q`5NN96D(0$L=+K%}f_TuVSF|afizrZ(QpJvt0RCZ^K#Upt$K+4f^
zN*K1SNBkZ{4@(|Fcd~UXbFe$7jB+~{%Vpfl<X`QhQ*>7KBv!*l@b9{zAJv%**l;@~
zBtcQf=yL6w%pcF*YB)VwV;fO|sf^W`$m)9W>zNi2B1*mWqhQ^Z0b#5xXGGomqxV7g
zAHZ1!9DgNKM#Y7R;*<X@za3vTj-hF?`^GTmnRva6X&Ym+cMm~$i$FG;`M!h%i;0Pe
zj*eXWcU3&k_hALJaGhb#-ZBTZfbX}Xu!ByKzVA`**Og^sX4*TvI#}gPrlXr^;Co6o
zjrmFM!Kba6Z%vuEM8xjhB*862(d+)iMQCX^mh26ycJ$uhKBEvA&VwNfAfKEYG0v0G
zYG%+r)Kkjrd(}6Cq>e}^LK&(3B2M6iai672LW_BCy1^|flVYMyKiq6VT}YhOZVhQJ
zP{^(O380l+0IE>gN5&gIggVUKM5<KutS#CCmbm4W@ujyWC@mTTMhil*2FE^o>f%CQ
z4MpCGq+J?t%lKWK(o3U2T{>b4106vA$QUh2*BrcV?~nMWE7WR@uFo<z-W`GwG?Z*p
zmV;Swm@B-nLU^4nL+jVKwyT0hs}3glV-Fzb-O`FE8#;iM%x<E((A{=Qx~N+iBY-Zb
zNpj_>-Mo_hz$s1z#51cDKE{`p5Mz>v%qJ>zsv4K^&fCv^4;ZZHP3c6Ehma2#tPw9i
zU^3CN{<13}edfs1x_8*Sf;mhlFq3T{cC~lKBW*H+ubG<raUYOW@JLYj+ul2!QT@c9
zW+?vpaDVhkC!A7h?|sE{xHfQ;<nbTT5~z%7;!=qAGInzkb&=F+L<CUuOw#1(n1+EU
zn^Lkttw<rfGRW9zRD3i{e^`6%%q;X|K)yLYYBz<u@IvKjD*6|n{HM68!O)<%&i-Sz
z0}o@VJV~FRpT44r-a~$mB<RedgHZBrXm4Y(=B@c&RVt&F4fk5hEby`2Efo5oM7#I^
z(-n2aVCdaY^}FYGy`Fm943&e4I#zjV=)8y?aLZYHx_JL6{bJh}*>WFQFMJhd+RuW&
zVeXYGSE@DE)Dlj~`hV^>a${EXK<o6<#H&a3K@ZJq&JS}2e2)th2pe15rL~m%eYPq8
z7I0x19v#m{h#oV1;7<#^?0A*!;Khqy4zS&ITeziB=w0>aLWgN39f8=MpzxLP&jWoo
zbZ-ERqST*T5VyRfPb7%C8Pyqhi$$ZPH$72z`Oz%Sezd{B8&|E~c8ju0=`jaZ^5)OJ
z21k<kfgKmgf%AqSJuLIK{|qt-!~&%!q<@&NXrKnE;NpX+Ku0YR4x>7QDEO&5n8B)B
zQB@QH-nXa^DJZ!U2{)8Pz-Rwq4&l|Z{qVYDU#G<zm_M#i#r-7lC=s2)-WQ;^QG2IG
zNnu*DCada-=D7L>+lG1-%cTp))T5qO*+sz30C6n@W_MVHDZnr8+Wu6h0CXM9Bl>}L
zqx5Sy@w0`AUD`u8w_dT?R0BQgr-xP|bRn<Qir5}D%*@55u>hrEPU_4;{?kYN?06cJ
zBDMAq>C&Z5)IC7oZ^L}Pq(ANBLo8Oz82$z13{xe*tB{ga&5M9T_*!mK*XLs>2I|~Z
zsSLD$u-C?e?p0Zlvkqc?;`(L>PGCg$+3mZkiY`B8eR|yF{ER(#<Hn(9SYCumH~a`w
zxd2@(jwrl@J?`C?SprHld^LPw5`=J=#tH*hn5~<S)}#Hpf7V+SxN!W8@}RS%Bd<;E
z@ciUp&tzKH&H$5Mmg+k+y6?Z&lXIgwcRbJ+*Yt>V3a%4V8h~YhXNpGoa=F{H%ttpx
zJBOd0ZPBG`{d#_!SnT3yaJux-B?&Wd%Lp}SXrstKO)=~<Tke<|F)&vk?O}mL2n^TU
zl+d)lbfw6a(k7xr!Qu8-E2nUtF%3_tH3UOi2oHKx!Bt;An(x^#b|PtVZvFea0YM9}
z^EPl#$pnU%*JUvhGRGV2jCUB)><D5rp`@vDX9jtFcytxkG;7K=f1waHm=>NK9c$um
zkt_jY%8!nLcPr)hb1*Ni8)XjPd&srSJyB(zrV_|2EJd_)<5}X5Wrx?ya3dd;b7{cT
z(OSKL|L^8m=Fyqb%C)$H^)v0&Rk{DI5C1!ue@J71Q#QF0wVuDD<QJImo<+Ze=XK8F
zHZ;j#H-ru%k?D(*+NFuNQ&}W*iFQdV+ofJB;E$US`omg#a|&<-K6W#}J4rc5bPh0D
zDm=#BYTja&dcvHJdG{6LqdFho=q3ri<es!7yF8b-<oyKE_=+aMPQ|_>wa>v-44*;1
zj=l=DNXWRzDDtuglfB9>ud>A6v9r+cs9g7#YMd|tH8%Z4n;kOhw3MCDc~iqA;1&#q
zLvtw;UOQghP5;{=pDcX|Zd4oo8lW-+$lG?ZyD_WI9z6mB^4ALq6I2H+`I<#oRha}&
znjm_Vkr#H<mVVO6uL>`i2p&CR)t-DLA|_@v&T+g<2(D%@g+2T8`Dh|pR_Rw6JZw<V
zQkWCf{V9g2x5p+&dgt>HJv0&!6RC%&5?&Gux9picr1O|O`vj{|W+d2}k|zbb;+r|`
z>AkoVDGiXt#7yHS)QcU2*Vg>sUobk_B#9^)xAnAAen&LHH*v_!BYX;<0C^l<&RXft
z)-fgVbykt7_(Yri6c$VXlX=|rH&3&DpX;Ei8wD%_h!JmhyckuL8BTQ`G5Hgi2X1&B
z?7yJ{6?TOgzj0GCnao_xG0k#&+WT88GzQo+0rnfw;XLus5g0`Ii)%*JiJid;Elct0
zt2`rIQUpg7+J`JAq<6UhROnYp{KHG^k7(-PsH;OrvkbIGyJ$Lc=@M0G48#q!(?5Rv
zL2j^WqZ^DmPvCQ%l+NJ$IRgUn4m_3X`YYgw!xE5oB}eC(OmiGXVDf@66Io_EweFXF
z;DL1tyI6emX?*xc)Uq&}qzCITuuy(F14VoR_*{2FOZ=X%H9*UM@_nGiN%-!pwAjpt
zmqrisd>(T1*G`LSqV9S5GPRb|5)|S<_Yi)<ejq%kZKnq3AXuAKj+&rHh)7Mn5v;)X
zYWQl}--FNXq;Nt}4a@$-Z;V7ffOc1}87XV~AUF~wU`b@o=C=OkY`+4qiLNU91S>?z
zttldzBI6}j8*upTQ5ZbhN>pZ0CZ>7ImoiYAi68VvT$NJ~9s>R0tK&Eo?Hw?5cU86G
zJr-$*>R*2~z5d>maDljfs&b%G4w?zI#I8+xMPYokW=X~wd_V41v1)4&WG-2D);d4P
zlx~`@hb2fy)u7jZ3v>-!-?d3zYEv8V$Xd5PvRNIEa+fqX3i>u~#$dMn`Zig6INa;i
zZ=YQIR3(w^9W@F=EpS>iM0MDoYR2BAFf;Mu9b5C*?@iy0B<hd@H#b<3A3zg?apR8v
z7tVJ?BdH7p6!w#c4LZ7<RM&7{Yjas$$Nbwo=%8R4Ap7|2qS5PiwSin)ft9_!uAlXJ
zU6WU6bSxZ7G>@8Kw1&UZbJ{Fjeupm2;}2X?Y41-PwMm^3B!0ry$y{v0Bmmk(bWV1Q
zXYdi!VEtBs39TCbVx^ZekKCHX)oNFrI7>NT$O%P3lo~r=47y?fvhdrC+(gB(wo<G*
zFS&HdQz?S)M}|1(RlQ9U1WbFlPUl35i5I=fPETe!!nFh_(ni7l@tIyU1IQ=9WmPb&
z9gjs?(h*>7#*Ff%Ln!*_HQBp`aePns3Wy)mmVko+x3i=BtoXX0LTM${f6e)%T$B+p
z%($|c_dKvuhduzS-gH?;*4FL%X+|+?lEo69=BbJ(NKL;Vzb9yZWPCs99hV$BU^Vn=
zHB8Cs`%Q#pGMYTbD;nV&amr>9Sc(Hiw8r_0T;QHD#}F339<w%oamUz@*jrm5m2tCf
zNvD`TKQidYC{5><XU|r2Ybfq%p_<tWHNC}u`&-7ZpWl?`uu91_cRDrb!`CT&*PR%P
zA~%5Hr4B@|W5}0<K(ZNSj1T7$O#7b&mlznqmvqOCX8MV^UUu1Y+AkPc&VE8;AfN!U
zSU@7f(fEv|-ic~+Bh%@qn-}eEp0O1YYUOf|%|y1r#AM9+w|tf)8FX?#?Gxc|9gaKM
zuV<1cI+f%_II#Zm(x5a5dTj7PDYrhB2Tii2)#Lw4Auo)FH$O@IJ@6yr2kMr{(lP#k
zbqU}kdKSzKPa)tx_V_Si$-|1n`b6{E6b2WbI4wj0eYmF{R3E<HeW5$v(!Kq_oMFFx
zn--u@Y=Vu87mj@6rZBk>0cYmig|8bU^#yj*N$E28wN4w!>O>42bqr9d%IkGDD?8%Y
zBPh%n0H5Zvo+!osEyne86P%8*;0yUrgEvX&LU4wUe-}okP_sMu(r_>kz4SOW+UX)R
zXIlIvfnT}3Lo<ATd+UlBikCk>C0b^0fZZFC$?)%Fs~lfZqRwhG6Kn+(uJ>j|!`r6|
zGVY$9-H$}_nwuF?%v_1E+3>4toa>kSt*RFx1fhQ@iQfev;4nyJmz8B<SB~zbHZpsK
zHM~liy9b{De4xv|IFn|g$?xD@_7Y45BD^-ZMNgg`k~j1x6kj+pVp4bK?2XTZozsQE
z>g1~^nb=CzS4>28lXW1ALU|&feR3gqJkqZFhsQE}{vsqIct%?PlFtDm$Us_!i@lRK
z)Sw4XSzf>;$42>4O#P~dsPV=p*|bJTG<!((u`?=<Ue(8`QX?CDC3Q-YL^J|mw4Dh$
zPdL`bwqXJm?09S7FX;J@mv*%EYoYJ<2G8i+ebTBxue&<Uxk-I+@yneYM#HUKOvCy)
zzm{GY4Mc@XmSxGT*(1)0z!=^Q#w92yy0{B#HIk5(mq8P16-|37Ii)1eXyckC$4<4)
zQb0^eH}wUr<@j0k(FJu{tG)fRb!iAz+x_<Z_Y%<hI+uD@-BdUzG_qxwus4OPt1!lc
zT?C8;asrrKa`k^PUu=uo#Yp(}_DOET%8g}PW1XMS^Xqx}4V=y43XaRs6OU91$8!ew
zhU4XR7yT9vmwJuq?7ewm6p}NoFk%>)lAKIKMHRcB*Qns36vC2M(j6E`NVfdOp|UHQ
zX({>tjq{!L9LV2|2eS@iGjuN#CT3?Nrlt(B4NlN@iC|-hKfDoDA9ag#PAD4+wkVD9
zUSUkREx5g2K4k<LZSU^KUWdQ>I%3YQVq^|}FV+j2({rtAcP3oQiZVrk<_+2=vFdBF
zLc#-u=W{VSUEiaIZaLpwqeq-3<iTDLof^F(xM19FCvkAFefecoERRkef7b}tDGBYg
z1><yMaKZa=g?VnIrZdmIJ%No?$r9VgnBNwaFmKRuC{A7?NhwiqGj;)SY7a6gm-5NG
zVUl;l0^Th@b=2Jd#5a4YpX^*Q5XW1<S(nohX#!>{=vnR@J-_UGaq9|uml296C%#mN
zgFiw_N0LFL>u>&Xj85M5S1{PnwMD`r11e4nC*@f_NylYzs!}9z;J6$$w|z$sqV|d@
z1;yO}hr9O!TZ+B~vxuF^-4SF(BRa7*aGOC2u*2kW-mfs+Hz|<3S1LMbwJ(}J=I~o7
zrj4+T6tfP6Le-V!Y&H?0-X9*&9SLpII$?6({cYodhBxR7#oBT^xR=zBNjlZt4(w7@
zbm6#aX?T~EzpwmqQ8Jb;LJ+*(c}?}-B(%3?5g9@VgV$iV0R${s#f?LU|G!Dw*gTAY
zjOUOgB)(bx?t$3J)+g5{Mu1By+`C8rCOy5{bIZhAnwjy=Gb+0*A1<*cGyc0P{rk_h
zp$9H-kD^WV8~Cm%kLk4@p4V?Y1#1hKjec!@34PIa9s>@7eA!fm*X>+0LpKw_q7a`@
z^nUz8l15Uj`br1wsh37SpkT1vq&V}g6CuT5P7nrTMTW%MXnWBF+z6-#M+XLzPrZFs
zT5sdMXwQ~3TN5|K85Rji&L8EP8La)ZUg8?I#^o>jo1HxOwgC)*oWZVq9-q(|+KrJw
zQ86Ul;^VwPOk`4oxAim&hC;H4?m0cgO(8!v=Jb8KcF6;34N^)1Gu$pMHR93>RayId
zh~^TC$YCMnB+8DG?lBx5|HQcE(>MFOz$?KD&=I4bsp+MOj+7`W#DpKcDSJ1fO%FoQ
zB!}E22kU1e=e(4fS4ctsIxDbGEqIHmO%F>tX#NEa16azxCw)>src-cJ^Yz?&v2x@p
zVR5oXKg!cv`Znxl7)DhW`{)G*sM*?bVzEgY8Qxaoa}yJRWtGju4pZf?zHaql7u}GM
zkf4RP^G>$~A-6myM;K6bzNfqWCFRo9<CBw<L7--$!*c5u7g+_{{^()7PQv&8$T|Qm
z77H%t61hu`xvT=GgTiLLjC&pryGN8a5$^7bk3M|42t72)2Etk9;)MU1Qi0OJEhDW(
zha!j)j?SB!bgLLBrZAc2&NbnU<cI-%!sp}1=(qIO(BgVG&?<C95gzY*rBlV!y>G6A
zBLn<TvK!);#B+%2g6T4Qm_DRwxDzvF8SfxxKaCK+VI6g(t=}ZM4;2fA#1JF4Y6o!_
zOZ5#@26-NnJLo<BvR+CYLneSaXQz9cHtYo8uGlI=bLFYRJwtCToQi$z5_RZ0&^w1;
z<0|I;Pzq;ap2DG2i;*-fP>(~|y+ZIhR0qWDC|%z9yc{+*o@GBu!u!6v_)}H)$q<k-
zfDP9W0;1zv>%F}_tT4lRxi?%KP*=yt$2*hy+DqZw6fF{1+0xkP;_nqF5r*o=pZTb0
zLqo|80Xh%SA#}H$7>`d*T#j}uTfw0Tf$|&Sf7sH9DsW?A_5;9{$9J9~ST?co0KG5L
zSkbLDzp4LI{GPPN`y5sMz$m>iD+;55r<MgYi=eQF<_xQCK>+^5`v3(6TA*iK!GQvK
z%zlf5z@PLod66vzhtz7du{s!~DwZ6RIvmewo-+I1T5g1f)q7c*Gj{tGDf*nV%TSO4
z+q>4)b#u#xJd$5fIaBfSP@T^c=jZbX#gX!GTk6a*5uw@VGl>Db;>AB1%O9Ii&lN$v
z@?~Jyxu@}JNg*nY4@<XM{3Cgb>yZW0yHTMgR8qfjXfs4HNBlmtP-jN#uUS2pb{h3w
zT!Bh$U|Nzq&Kt@)(ySK;UlykUoA@FqheEFG^D<o7eo!+KA|U;Xb_cSP_FbcPBo3?m
z&NeT~bIL*B{P||b`6X<CYG4fPCQIrbo}wNLW3TdCm6E{l2BlQ^N#9yg2bI5Jz|tSd
z(tu#BKP{crFr=)crpk+@-RW4e{Iz=xu8geIF}=n7As=j?mbVir_qmr}FHfe3xkwm1
zvSoy$8x+lOv45hl+LTPLFEC6Htjtv)zux=D#)MOo#;lP4&OsJTWUEg<!pYq$Ex-W*
zH5aCBu><tK7YTm7$>1W9B(#2Pr?q*75P1UwHu}@U08Agff!zbUX)UZ(NcVkSNuCX8
z2?U0%peKF0+1c^-c;;~ia4)dyBrgjgE%bb$l}c)=th2FQ>$#lq)9oggmqv5w?Q$$e
zR?mjK>P%6I>dmD?n_-nQ(fD_33>ufonfBx5OG>Q1JeA+%uh^Mw_1?)MbUDa-2OR*4
z*7t2;VLWJ^x5fg-?;dLIoLqg{8n=H0XnK-{Z_oH469;Z-Y@&jINi9#M+w}CbHRhbM
z@apY3XWaE&_^GIa`qK9NHUk60O{?Cp#!uJdElBuq>zL0rI(0wreW$&v;Z_Qb+S$E}
z3ZR=7tcv6_28CN`W~kofk7KdCYpNoo2h6>DZNokFYo+@)+nk@hwGJPhx#PKvu?{U{
z=UtBs35t^wj0>$pkje3{jPn11x0yRJMPGg6&)qkcbiRI{59RIdZS<#RtZJbm>JsaR
z6f^jM>BgU}*h`jjbINg3tLf@BE?p(t0#D-${_@2gQe&Xw;+7Vyih0sN=>4!rrNGj1
z-FE;__x+m35>)29qlaX{ju>!w17VR(EqQ#fi6ujw#O%f}AKYW&Fp5Khl8M|x%g!~m
zBt|x^<W{WI9Z7H^y)o6zGS8aa4~^jaWXPRSp@oopT|fW;WbVInY_jIP7FtwdPIDKF
zCopW2kLyx}0$bXO^-6mozc6s2%DhEv+bvYab9Eq&hj%HfBq=#LuX4K=A7t1bF4?9W
zXQ<6Vr=<L%{MPK14aC10h8LQ5%T*?j)S=UHyMk9j`{grzQ+^1q7p39ZCzbbqQxv#L
z9>I3`edW{NT*OyP{f8?QKpdri{hQ*`0{Rg7WVTDN41eHx^U4i9(luVKo*>v5u9dW!
zALmfwL}ik!B^<7FaTw5$&<G4hu@!EgocLjwuus}9JcrmE1vbyc@KB8_2A=L)VOLNH
zKZ$J#mW)6GeZ`?ZipwU-Z%G}V^=>bbYEmt2p(Io#F?cXK3B+m2_|b6nW#n(u4(!}i
zV3=#|6o45PH_Uga$yKSwN)?tM<EpEQTO+lzEYa@gWa$y;{@Izc2bzktGKV&WAYu@k
zDCM2~)u~|x!m+v_Wq5R9fh<!iG%t_sL)tAu02@<0FD{OQ!ujQ|Qz5J8E36p6r0Hmy
zTya7#xx;{dlS2_DA?ZvNdP0^zF&hs0<K`#k8?~NRVB?&-wZ*(_9a4E38vjF!+T@$E
zu&M31TD|exje3vbH7{7{O4nRCuv%PUUXvzmbgqN}be7&W3XJleI$AL?6Yh%ZqL!4~
zC9{t@Cal%lN+`<ol{od~c@3aQx%;aaf3mL!Zoidx`PoWOybhap7yL+mGkcx?TepVP
zXPq+26U;E4uI<Ay4QQU^WBs-ZP|}fyd~hbGwU2z;V&~QC8GluqLsFzmm`xw{sN7mx
z=1S1BC)y^F-@o*=rG91VbHfFMyDJl@sT<3;g#}6@zr`iq$b~BT<!<DCETbc8rXBdD
zD5Htt-%7|M)(Ac-QYJ~NQ_0#DQd(+i?%5G0X%)eafkd~bUuy7a&E3ge?gInj<$n6Y
zVzQ|dxwQE3<2Bhh)m5P$`Zqh|>ZZ2Pw*4NUDyo=yLGLbcA&RIF6)wi#RLe!5H#DTk
zzuWg}z>KW&3ErE85S#=tEU)&-@7d_j{f1b-zZ?3Ke6^r!yrwDVur8N2uu%?hI^;zE
zcpVIVGa7|f+^Zr4R!voMDYj}*8AfzGBpgFP`2`J#j#`qA3Ke!bpq6x0^Fw`k_gP^U
zADZMcT9eic^Bj(qQK%?9Rv?aYLc0+QV%fquoCQe`$OB+O|MZ0XT9^S$n+l&4R5B_=
z@a2o-FV^{7`y8bGgrHt2YXxi%JyO40DeFE+Fu*1Zj4Lb;u>bZQt+{NXYr8m)tQs~@
z;bZ^}*x3A8ybOPnWu3??A^-P|UE6RtZd-PjAJL>VC^zJH(OTM%>v^Jtw34SX;Q4cq
zWjuCWV3l^%5aqtCiLSaKOld8iaTURE^{NZh*2~x%8>;8r38GtZIIJ6PndPV-Wno`i
zo|rrPnCq(3w#wXyz8pI&5q}-+Ylaa5ve(_rYQZCUzH}_BQb54;ViF1;NE>4RQcu2{
zLH_hZq8sSZpC?U*o8Sol_vSQpSS@Jz{hb@jEK*wTPCkwc4&F;qv}}8B$G=t`a6b|Y
z;z<URN;XB$7zDZFc7W^jf2!l};kQ>l@y79M?CzZYh;y`kQBDSB+tZ_&f%LMaMHKHS
zm0Y(<*viv}TI+%_0PS>p;$R``9=_a{YI8oz4eV~7+$XEQ{wdz>nrYf)IOqcYe<z*3
zgWO#}$OH2)#`#Uf2d(Ckn%$Py;^&7eC5>flJmtm*rlWr?SAB3Ez`+U3I0C~DgGw$O
znM;mrd(*T<I~y(bwuWb1a6`ieQ>%na?sSxl(P_bC*noKF2D;qgJFPNnZD1tKtim`b
zby2wwsxwj%J9UL2%s}SSko2;&yjI!#lMfq$KqvcBnwa=BVF*egYz+$sjr)Pun#v3-
zx&gr%3<0=E0m5T4(9~ozosqzR3=C>`rV?bq4)2?KW?x18BL4ZZvx9GIuPN*#=n592
z3TZ*`6Gj9uD1cu&5vG#$iwPmx-O)EDsh0QRQdY29k%m&+$IE=1&?|U&+b7;6kNO+F
z!seqcPPl?+{;Rg_&}IN-G3XM1F}GkGVlKlA07k%K$q$~aum8+utiieE?elxs+jS|y
z@~a0i6FA19No1Mu+a?)<IKS$x$FGD{l$Y`9D3dj6;6Xc|iUZ+PtOhMt(7R*vL4J$4
zQ{2hO<O9I^a#QBWHTAe)0VPA7U*r6L8w<AM6Qf>D1#_{YgCZzFSp{EUWU;`hsHRBK
z57sMUwJB1AAdqsx3h|?|z|pAD&RdJG-d(R*<&m?qv*P4__>NwX_TQZwpRv}&KK)DC
z-8YOd!m0F0`9oa*02nSwZURk-2Ag7T(UrhY@?hz88Imf7VSlKZK_%v$BrPbI%&9CS
za@s3F6T&FVRIHX6$7raYHzl`CLv;hveI7l2Oz}rT37H2PMk>Z=N{@A7{Ep9dg?mV?
zpn0u!7tM7Df6k6x>5rkzepg>lQ&(5l2q}5ake0Us2q`>-FRZ}-arfMRj2pki<J%3>
zG&eUdDIJUwh=sfx=5IUBJ0}-3<#ir3Iqo?I)IQ<|(<q3gpdO;yj5y1#J0J0N`p`5K
zgsv&0U|x70y3oVocVyjr0CqH&?lFLoyy($#dxcO@TgRLIJ@HGp2L^3M0s3kGE+7`f
z{32VX=BcaAuj^Y6*O~5|R<1AEviD4jH9U=;IY`mRT<HA$kO2g6aQFk=-uQ4bR#f53
zkZe0<%U<<x-M-Nj%|$$|_M%=modJ~&a5#Uzx<n52%pCU|Z<+uaE@*YT?VbOlSs4|j
zJ8e02+m!{I^?U4aQ(Dk8E;BAqjmIq0YdQF-PK8MksaBZ%%9Zg_E8#Q*qC7JAuiT%#
zc^xk&X%H03Ju~4O5y%R!x^cpQefpu}@Zm-#OC6^>I_;ha<<qPaE-2|h*#~RETi_hO
zY&uTqIt)fYzXQuSIwp`JfrCGm5px)sP~CRpelC)I;^OwQ<a&nNP7j&v#p8_KWzUw<
zS928MNcYbf$gn(O{G^{jY}%$c^lCY#S2`Cg<A>b#dE4TK*Sz6#!&Xtg@JS;4xwC!s
zZt8+}+|J<Qzf>EcT3l^t@I$Njbo3lobVkGwB}^@2zGpudQyk9ses($a*RseX$Jg@~
zw+*P4_{B%d`-Q`!9=B-Ynb<LO-XMs}xKrv>T%Me8e*_|^oU*T$y)h&|Oqg{gj8!YZ
znl8`~i?K?`JzoAjb83hBC*Tz8*mY_$`OKD8>e;TkseNA@lZd(7$nnTZT{1_rMp6AG
zz`yKoiY|t;WQENLCJcau`!hAtjhr*k7XX)JnsQow1pxb^Q+wpY;>Z}Nwba}7>eUS1
z8>D*jElt>8zDOCxv`b!J{~l;j+K<KmeZ7F`Q3U;J22&<dT-ZRNlF+Q%wo}zp7|>(*
z^z49Tb!NWZeN(}ib~=zuCTzaNYX$y!<&V!wZh2HY>(Kyv%py>jHRm57<0GIDxJb=<
z)U2ftqs}44k-1KAI`rfB%R?z>3(+C49bb{#xAR-2n_jGi;$FsGO%4MMT~u}7IFdSd
z54EZXBaOZ05=x);vMVCGg~p~CiRsN39C09G4$v<=qf|LM`gEr`^BiM+spXzSwc)~-
zXf~tWruo6(`*VRmX|%VD)U>fI!0;G%l>426e9Mw;C!V^-g(i+PVokd0mb2e54Swi;
z$TAzWu(IC?7FMMs6tSrfU(HI+!Wdb@2*B0iA>`~dJvf=B*W~=2%gS9K_65us#9Gop
zHZUnfE3!ZQ_=b9p*%=)h&0VJhEFO@SwsIS46;p!OQPDL0{^GZ4YdFL;nMMEl^@04(
zEv7dm@%Do08bRvie~w$>bDxx^_7@x?u>)lhSQn5fk9h_+!U}bGcFs?JV`)ua8=l56
zAct>v2s48OC_wj;B6&WwmLO6$Si#B3X~&`cZ#xqcH`hf8iCsIYg8exh8UbTOlNobu
zIg_|EjGQ~i&@-|0YpQa4O4Rg<?N4I6$#8c(T)^LJlQadC^e63HH5wryA06|H4!Iqo
z%qWW+$l5;sGX^78o5)$c6`V#M{nKuEEr7oH05Ch8+mys_^f}ez@QHeU_Z5$f5eANT
zo_OcxN{n65g5m*(CN9B*RS`)YO_2s&&buH~w|yjF{O8Mwp2<0T%D^?4=WSOaa?2LY
zzK~%VO2%e1bcqDe-Kk}??^?({mJ(1Fa6XJ1**!a4SOGA{`}J(UXr)M+f7y}C0NgK?
zS5#c>4x0E8H18C8mvUaU$zfVB!|R(5Ja^0`Z?dzqbtSmcK8-rhBL>?KvPede<TNis
zGv#e_zLz@RdD*D%Q1Y4&eKE6`Le0Q{8jVKpz_HL7)b~I?gkJs5zK3;X&)=0w?b&}g
z9gX}c#eOd89RFa+2-eNla{nmq88xSB%L8tGvX^(B{n-fm)b{u@x;8_~-%L;$lDcNU
zo+V@<9kR4(LXt6fId$?{gteYS3a^Ej*A?@$l5B`*s=GhaU$bA6WlWd{>8k{bgWFf(
zJj3*ZLl$RJxCaUS?!LKchoUdFwNr>I>FL~ZTbcCIf<6OwXlqs{yD9`{-0atwdz1e5
z*K*FP@PrK@mCGzflhdqY6SRcIJ4t+vhFi~n-7$VS<(isN^g!@~|1ic!udARSN*Usc
zwwB@OW_AZmJ<!+P4AaOTH&q|o)4QaxkX|zK+gThd?<Y{A#(KHILi0QdX34`f*d#kh
zOp!ZQ^9$hzDcj3NBstjh0*4@sAm|};=93+Ajrb)L{ZP??=FCjJkd@Syp9PYG8Sc_<
zNXiSi|NF~3LKxEt(;rqjoE&WR_H(;By{Qnrw@%7goAR7%?M(q?k_LXA29uBkL>Lq<
zjA_4Ep(#J*?i;KC1eD{5w#UUM<uGdJWiM<NqTq~UWHdRML-qV^`SI2h4|5wNMmFwR
z^lEvefnYp0e!Ej+;r^wi8!rz!;_L%-`Q+F2gAI>+{?4GfIitbl?C!eM@^%bL@5u~c
z4UvILLVdQ*zc=5FB^ZwaHlVq-Z71>8I6rHdG(Ox)oW?dAmp+GZl5XZ9h`kNulm<VS
zhv?azlB%j3=&PP!F&FpVc`#Xx2Zo86jduydUTy|(l^DzdoENjAzPsL`mx6j#^e(Ld
zKvRk2p2rL%ZogpThAz2+<@Q{Y4quY9Wae9w3T*E9!;vh_JKuh|TkU_Rw8eWxo$f8Z
zRXY)IpGDIBBCIbwf<;w-8tUqn2IAOz`}@_ct=S0(wabZJGcm=z5$}vZ5H@PL)d@W-
zkk;h5<dB1ouK4*QM57euqTxAv_*RW>`StI%T@SHs^4<Wagv**J-bt#y)8|X-Y@`>;
zq@Jz6M(LCkPV+aIe$@`+OVmiR38Er{dThXOj}ouRur)rDkka4eyr;jk`_><kG_Y<&
z4btN_p-3T-rEO1^h4>Cg9O-q>0ptbADOXxhF18mqBX9AITzqLBXa1_^ER;Q32pt72
zB5X?LPr^Y%-^xLJ7Txzt&Yh3z6pANwGx^4lNsnS(%^Oq298EO(F_XFGJ-vI`8}P~S
za1b~8#(m_x5YRSg$tE+EBh2Aq^P})n=e*%P?&(~egjVSUMD5|lNU4M90yZ`gxB~<J
zpKMPp-8I;>{J;F_;1$BMJ)JG*)+-@-5eUlFewdetPH0C&5HfrFKRbor7*3yoppZ_8
z&4qs+EH8|wl2TGvA^uhMNJ5(iBvPEs6fhRN+2Q`OIh2w>6KfbGs-L9-EO!hm<WzyA
zyIAX3?VYeGO7;5@5H{#;LRx_!WUk~T^2Oy3T_d0m^+c#8>4R$h74#0k{{>%g&WBhW
z(p}?rE$Z1I<dBNK;SCl@5#&Ud6r@?o-uLNJ`zbSf*%>W$a}9)Qd1}oStF<3OSf<YW
z(|<S7TU61aiK!p6#5mf{IJ_2w2U$>BGBf%oYVhO7V2dj5?R9-C#%6D-*X88`b8t>=
zjiJSP#%T3VyA_I3z8BO`VEl*5YLiV@v6rj<)WP#l-yIG5=G=I67^!4uwsLC396KOh
zvC%V2Fv=x$YT2sKDXD?D-Z`K3Oz20O^}2|qU+y@W{~fTf;5vL=S3USB<0M*Y8-c)v
zE%rfJo{C2C_Qpmh*37kd2tnskyZ-?62{~X@1wTHf-wwUA4u;XRoe==kK$!{srLJ#{
zR@4S6J`7N>L>dYPOl$_hSISzu{RmYtab0GOn1m0XKjxw4b^U(MSUg7JG`YBX=tl-=
zY1u=*i_{&91&pM{R}4dyHKhj{;&Ak7%&uN95u3PWkQYa!MeV<xp;lbdT_fNzelWGy
zu=w}5s@fMnUPn5avQP{7h|FY7N{^v3f#AE+JOEb6K|-gCEKBjwQcs*9BLbe|fuTJN
z8AQ;0$dI7KzW45$U1X!n^Z7{%m9f(9n8O>s*=`u^u~N1q6<zC+uJdnay=SF7XE?yP
zh?`_Ra9v)6fp|{<{v`xLFy#_#eKJ5frS#MQ!lq#Rkrfa&uh;z_!e;o$^yDNUCj(d(
zeD^Q^odcM>+o;R<*RPRopCq^iqG)zPXR_eeuJkzQa4p-(p3v|9tAFw(z-6Ux>EC*`
zve#`N(U~9a%iz52`B9ur8roCEXJ=;@N_3YkO|wP{gQ!ly#9lD7rJ%>Qq<o&};!`J~
zl7vL(A?p>ftL?2AoC;0xQRx|y$YF&i4sV`3atas?mjNA@`@a|k^x_MF`?N?d<MmRl
zB%U={;&3+J>%+lZlmU-%ju#RSFzLh}oNh_W)XXdiWzR6jlu#U}HaAQDWK)L=Y@A#e
z!S}39ro6?HCtTbB^o~w2_Rnu=xmr<CaRjG&B`-%3Y^-1`&W2;JlGRG_1`4M!ID!0l
zHFWZVzm`0?!5pw(*ckK9Sc$P|rVl@5gdZGuVwo;`tApZeiTXPF`hgJTRc_J7AeN2^
zfq)E4=$HYHk0{#+=!tOp=s*3pZwaZpK*OJ$n!*P8@bL310=jvs(){WZpNyoW;KK#K
z><L|0@H5Xn+pK6jJNPQ(x~dYzBt>&KA7k}xYAQrCT`c&s0)LX4FUTU`&#ND;lZR(Q
z@*YI)MSy?+q>Wu8w3BB3SNjtjKY~|n`GD_5(u0+VFQs|x>$@PN{*<(j;B1bMvX4}~
zG=6=8^H7wcp@d=?_3x}`VI?%01#!eZ_CHgyndmVe;PAp(S5^ZIEhygNzY|EW(MU2z
zQn%0hf%O3m;edX$!RniW!FMZP-7O+|Nm?E>KBtuyTihKQ<$~5ZFRI-OM|FO#6h)zS
zC43*;5ul^*a6nIg$M@xKuPQ0=AG9I%Bp@j)E4xG!i4W{!D;DSOQiXsR>|tT@v&*_z
zSZsB3MdQzRWus7{`re?)<m;AmyO3GFm5A$XTU0Pq%9e}?E4ZMG3dat2;X+1YS6C^p
z?VyqMo@S5Dw@&lTZ&&vA_p!m>P$n3^b<>6nEHLPIxM1_XtE<Vu=70a?KiggxQBhHB
ziGA~>bjMp%_DCqm3tWpfv?2Tn8!E!3l|gq1Gt!l8DNML%|1|PRaRpDcKqM@&F86(C
zyo`d4!@iU%@V?enHGuJs#)DB&74y$32Xrf22&&_gEw`-H+D2c&|Kh4Q3+gFo7)*u-
z<dhi_CXnX#w37NtyaszRVw0tNv+dJw8|-cn%m+dXu`8zRu6YvqmI^n3-&O+#C(k@@
z|NAS(sOASt>fdK^k9C9VT^Fo}HFV!Qka`t+S6B@EIjvk#RD3)<JUsU8n--Npb4yF<
zwL1TWQs9?>Q}NmJ=VJ@n=k!XtoHF1_nXTA@f#{^QO;l9FTY>J&TcQlJd#5%wdNOU9
zzI?O1xaVf_6jnMFVX<&#CHwygozy-`Uzc$E{s2bs-f)#6XIhO>#+R<Gt!?1r$M<m3
z0GYAT10W-e{%AB+69fz}mgE8<fz?nFVgE}AJKosZ3Wj_Miz;Q99m65!HK%$q$7Gud
zl1}9w2jb4OHC*3J_ls$j%-FyR@g0v#1#I-~{ohu|Zq#|^^-R5js4wtXHx?XFKxQzJ
z|M_#m`0Rh(cH>f9b|lHs=EScxaO=!2zt#w>DW@c5FlqU~DC!f>E+TS`-C0qa_?(2b
z_N(Hx@R8D*Iye4y`*W`4)c@wktE!eoiIq5i_Oh2)(ase-MP{fm9VGR0?Y9-q=xb}#
zIEc-MOF*AcmNq1Ns>>;&jlUDgr>UvgYuy4LM4>G9gW$)2uMexWJ0G`;n*r?`VC-R3
zeD@BQa%Mt}MoB`ZoWojf#xL+21?xkCG5a?^=-c4kznLq~kAcu2@Mj7wOh<&pVnt7|
zJ7AHXz^INqk$?hZc}RHlhkN5z{Z}mc`uz*1QdGqM!L&4jIBMl3bKInSddURWA<Sie
zx>4Il;?Ywg1`1CXd;uunp*J{vJvPE1BfY&jJXQG?mz{<VDmNU|An|{aJ0K?eKb@OV
z`SrehH|F<q<4u$O5SH^dL{K@20Xvf>0+l30zC<lrlTiPG**4uxc(J|KiVzOa9sxR_
zXxRiwyHUxTV5<w}*SV=5@Yr027WM=CdtZtx0-h7F&)=_JMU&jAZ*67#_ir`30}|^&
z3<}gEtzt#pIOpF_Wkn-I=JM3I!n=Fu!NTOBguPBrl*F7E{n)YXM(1>hi8<hHDAw@*
z{wxMYAKYgPavY-nsq{h=hS}hR-?_Pe7f*d$&5t7rIU1fBwdD5&)XVw{B1yt8^VIkZ
zU7#O;)aCr+^%&fJwgu!}&G#b83qpM@#FrJY4Q=TsM|eMmbd8p?><{Jmr(I=U0`2@V
zp4R7&c$&ydiI`CZ8Mn_(LMa(a)~Z_+W;d4u9>_U>Hm0~j`nC6yl30Znp<68<=;KN$
zUN8MZEfG^`)RpL!@b<2r4g!cDUlyo+M;-H+P<5FmJYfF;v(twEU9QoF&^vD~NP=ZA
zwayEE5c0hgFH99huXnDmtBd86W$+OPU*JpPb1EhVVn;>A$J7rMODeg^Uy0tR=IuC#
z)R*97oPw?vt9dN>RM|JX;*bj%%&xFYH}fCe9r~obd5(*{O3v6H7s<dr4su#>lJq6^
z$6f@WR_NcHuiu!KWT1}?0}pxbLab|?Qv;EcXcG;tNui&$Sx1?Im1a>)>RwQJ!UMW7
zV(gN(wAUOj(+)XryN61C{qLl*u~A%DaT`>{>o4>b_%9>$8Yt*1PPq+WnZo!PM^j?@
zYZ3CSbEOLDt#0^t9*!3TC6_9=k=s&$k`y;&KSY8aLLYXIo2rzb+y^Hv7!k$t5;gha
zxHM5;AW!Qz(@V0lm@2MqK$#@>X7J(T+YHMX6{)dyW^3zgfrjKIxXi6r`d&kcgz*3V
z(Dh=A@o@s(m|3}%O2y4lr1s*f7a9+1xy~?u;c4>eBWG(QlRq*DlE;up@160il%4G*
zFPx)cPDmDj8wZ;bXC}5+Q;_ivX>=hN`3gkl*jQ%}#G{NNtjvX6D9HH`L3#z`Qw&V%
zTf9d8{0kaMzyMO@Rwn5=l0pxN1|*|)E#<#l5a2PrV)PI<r6eAGRr0aUmY<p)Bng(5
zG!@nT#19cS;IZ_oHT*93u#UZu2vGhXesuou0FAFd&U$A!*)-yt?5WJIccxj2P#T$t
zi(uNC91NMzITw&2aEh55#xTgB`~e3YIb51Ied0%Gc0K7{a&Z4j7o1G0?M9d_Rwxx8
zQwBOL;SLDsdW&1b0Qsbsb#b+4?K`y;BK%@74-6@Ga^|1qO~`{i?nSf=ShKSyuSUb;
zS8vgfbQlDHlkkVXUnd!x-7vfT#Mh`_-=zn1XoGmm)y*&rt}sg%UZ?(Cy8I8ec)jz4
zi1cT(HpaXLA!pgqL-fI%b?UJd19y|z_>aaQxyr32i(N*UtKtu7=w7y=8-L~LFST#|
z#m#?0FTHtxze?qssKD$(bYf{<l55JPkUKIQC1RjUWq8e1sgVQ%oQAKL%RWcM$Q*|?
z<XiwKOCHjc5f;pI?-v%e_huisz6oFf=_9zL(JR90S)3sSMTj&c0c;ED{WR6uSTx!H
z-mgE+g{zK9+`3lxUKL6h1Z`&}JT6w_%b+4idewMlW8a|cxK^T(xn<1x`bLQuwH7tH
z=fQxDH>6c!qo`cwz_v^dZc_VYr_fB2kie4o3XV{mi2)8+Expx>ZZdwfMe<?B`2W)3
zbr}8x!RXrB8Ul>z)nB)I4Tt62|I<$ULh5#FAN7OD5?vvt8x&e1++}pA;cV#7d^+1P
zTW*IV7^hS5{PVDjF<QBRzGl3(0SL8N`mB58aU`K!=z?avpi5|dr3bo7Ln>YV*`@*N
zFvzS4jgQ!4c_W(mhd`PUCdGQ6wdivQDU|{DsWi&(DEz@IK$cPA@vEh4=-!_{bLxgP
zL<NS6fWZz|9c%+-YqGke;GhrVgU3>iEb;Y!+_xb>jr+t@<mFws^{_zj*PadX1B#r~
z#7i7Yx?pqCUhD4DW-|F#X?)JkMwO=zN+;rnDQQ2ARqFMFZ$J=XFbi;@z`3NsmS3N9
zxe%G2s;|_oqE|zqX}b0INE!x=t>&U>#GonGm9q8EFRbY&V%b!z%AC`ylgpGTCZ5&=
zM_zTYb<!bdC4eOQ>Z5hwN5@Mq+W|-0qX4GcHB`D-xP}WF?1PU(D_{bJbW@1S;0yi|
z{0Q$3ArCf18(zGeZ=PBwmWv7z?Z(Nk#UGv>|J~T;l9~#M&&+&{jfv2+ca^Hj{Dq|C
zRMHKW1ydGQgR`G&pA&vWH&z-i`3SQ)D2Rc45AYlx4#TXVH6#;e1>l9EdSrzkD}nX2
zC}aj*+=9M2ryL+Oc-hy?O4k$CV4>HiP#C1Pdg%5Q3}}c)pEyFNU%gcJL$+)ndb&zo
zdy!cxMbH@kmpPJenRCtR1jfzq)^JWgk+$a%-(TYYLehBT5lis~$QFVnO^9sfv&6=1
z4s_z`==<&5pa{OtpFbl`yTdfN0{bcd%_+w)bINFULJg^Ad6RB*f#qKO5#W9(SojkL
zvE4fbw%ra|Y|v=!gjRm?weX9fsihQG!CJ?I{v$cieWIP4=~^TQkqKKM%jVDDe!d!~
zyaSmgTz^m5N)@qdX5JMBy{i#HaW+wH*~!HhIFygzV?g+jG8X9Q570jzRz|6Q<|8!{
zeD&En7^jq8xfL7B^bz-I_xI|q?dqPN_1)j=fgEnNhR=UX0k!nFRD(YoCw@ZDhsPI;
z`l;p*pFEnEn=?vQ>PS<g5m^VXAB$lg@m8}`B7Dv}j>FeQ;D9wJ`OgqtqQHkK6)3^;
z{=_alMM-<CF4%+zsR^ms+1ekquaQF`dQQO_Us40-&}C~oDDs~FZc90ALIwpI3SUzI
z?sv`?4JVAIf&fO931SpE?AGgQYjyA!{dEL@l@!6p#-^Jifpw(OC(LRM>sxkm*y{0F
z=iQgg!;b<Rie7C*k8N&4(=Az}LKv1oXIyh`{h;|4dr7k1`HJ<64X^lqLJlKi>w7fJ
z*`boJ)^E{UOt(h=oHa47znQ!H9#@mKw#l(a85N#u#x<b?$#L#`tKZv4Efx@8O7+b3
zE;B}-x0a^_k9-e=+%PN_5qPp;_fSMwN070jqGCaML?7hR_^|M^3GBM3pYT$8kHiY=
z!3hJ~G*2V|;e(d61@_(59!A&@ejdU`5v2(kT~QUp*1r_N?jGmi_%L%Q`}DU(4KHNG
z?XKG{39at?pY;%`VLV6kXl*tzk^Mb!%0%DyYTLUy*ZUW~uHGbX80M%cxR?T6;*9g{
zA5d{TAWz%6;;(H#i0(7!-GULX25&0GA>E47b?!?XIJA^R?OPx9l?0gl$Lr#^_nO}p
zT3>2*oZs;HvwZ&q10z8g7?g4}iSCO4Zeh2}ZeQsMi>}y(50)YOek=$Pipz$TX5l{j
z-*XE%T5Wiy#?wJxVr*RdNLQmjvbPWPM7zi5)9m#rc1gvSB0cG{pD^sJ6cX;P=BccI
z`(E81ed2VtBcBEImq!xRS{mfClN!|3Coy4i|L6HFo1y1K7nEeWB4jA%AJxs&I^E1I
zP(wlK2NoWX8xV!Ts?)RCIoI(0*eH`)5^HGtZ)3YeHu93r;2514l|YcfW8;}->G~$@
z#5M892nq*!-yFm8Fwh7z4-F9>7pI`UM~%gb=-nUuC(RW~l>Su=;+G9P3{CJF6S_+&
z6q_`fGx)$r0FgYRKV1d|&WLtaUa^FKRV|bSt6gIW-It*!pW->eg+sf%$C*NT=o0)n
z{vx%(g;x!}I;E)8TXtF+>lERy_Z<NJ%(p(BksUHd^7IjB9oW3Z-m{a_N6eflbA0*V
zdmjIy^<~W?_Zx~Vp(jYjE*tYMpA66**rdXe)?zeVipugtgsxH&$q))E8Zb^8o5C#O
z=Efhww3-K?V27`<2t$NFS)76fdWm?}v7uhysNhy^p|G46n!}-Hgj)J^@dKey+at-U
z^?Q)EC;H&<7y8`_gJ~W#3UwVy{%bNEWRo=!Ko5GQ=a?)!W)LurG(w{0d1_!BBo4nI
zm>s#_XybWK^!8cL;~Xwmsp@@g%WI$`|3mx&r5n8Y`$|~}1x(&R!hX7dIb*5nzYe97
zn(d!M;<zLFgj)ngQLPvF$*M@4uG%sNm)*Ue)Tav(qL+Y3KL|h%S*HIC!Nkz6=R;yq
zrq~n7a=Wc{3jP8I?4A+`mSQy#Q~vB|$x@BJ=>guni2go%vX4RA?11$FZ^h4c)I+p$
z_@h!!H1xR#=;(E?xcD@24_-CBy$p&(SjnUtHYJvYU~I23kj^?_Y`s=l3INnnFQq59
zTRt3}eP5tt>G_LEAPrG00!;eA^lJX+@gW~Gz6`$WFRnv#dKE>qng@?FYs6-z!>{l}
zOoqqQJ#XxaJYyZ>BJ;2-0RO0m<^0No57H{slJ3;=;HitrdwVPs7{DsVsCJ&mEkNd8
z!n^)eO#nkqPK*TuEWs3@L@*YTg3S`Xy|j}>>)<1fdQN3?uq|c>ZpkN10O!mDtr}#9
z#S05UKxw69ikqyF#6WGgJ)l{5#tSNKMIEi|Jxnb<Cl=gqUE|T`)VFkbznsGlW=py2
zMvCkc&dm{eU(Q0+S#y)PIVa?EWBJ0aTjooU0SQ42IH@br-^<bOgasGlVE$^81wkl@
z7{trl7H|h7`=)wV-|{TE;&X>n!a%U)m+-fh<zuNRMv3^tBO76QK7Q@QaUqgGKnYS|
z+rrSayih!$>U%C^-6zMV>BRgxj3vYpI_@&xQ$A@Q>Oj;ejD<B|=lb7~UmSv9yI0u1
zp6JJwg2fH&k4t~<esd2Aq5NLDkG0<%weG62P<B?Ga$6Kf02qtku7hIaEk%H#0;S3M
zEh;eomPPS?0WJCYv)TLMC+$y8;~Vd&$0a3Rv1ZuC`|L{eG(0bs@4-IO)03@jN@3|%
zxVF&`GTI(hR5)*m*vC9Ik$Cg-mHmIC$GZGBS8ZZ#2U&-c<==1y3#b!(joZQecBpEj
z@tSiX{O#f*fsakt0y~zK!)k5@^lNW2u+v_I4wwr>iYdKl4GRlX$s5fu63o5?a@UmS
zCdi;m|9!^(a9s=fN`X8EQBl>cp=GZh){t|QBnuBli<N59)V?)>#6Ef2dvKUfQ4@jW
zHN6czoJMu0@io*na;V-+nvB3I3HiCv&&>v{#KZZjFOvTd=-{8EBEa7Yd_frAkEPBv
zG|(PAlp1Ah`VBmI`OjMhv1)~>(mt-KrZ%ec6dwe$u(GR`>3L0Gr^;%FIuoqSY1-oX
z^@FXi%F=ha5|-xNM&55$DTm}lz&k0RsGK?gfEK#N1j)gG-J!a1u9qQs4T=O}x=RXR
z+{74xy7HeBSeJXt3_E({y^%dSG@wP@(jSe@tUK^|YTYS%g#-<;6beH&?V@+|k=PKH
zO_zO`u6_BLa)6=LM1^w|*joJ{Tf{tHkoo5c@?ZE8myTYXHk;2MmlsgLGg5J@@p<qa
z*V}n25aG|sazh@X!k1HRBKa~iSD{UcMS$uU8s43|-Qw-Jvk5jL6M?ud>SMwcT$*o!
z+MXZgK@SucH!io~{rmT$Kfv5dP9FEC=kGU17gJbsI4rRXPY`aU=TPYzae4!rU9N;o
zKHx^GaLxtbI_hm&zu0-pJdie-RD|$1(Xyy$fLI;=zq~{l8U*lwBmsLF&Lmy&VxYS#
z{D5g1o>G#QDb=DT`cev5{Sk@J>%Di1Z1i$?I|1DxJm0g3zcBp<2BiiOsR9ZMxQ{a3
z<6q2g{ABC!M4VgJgh#jK<gk8UG$Dr<iRz|q6{t6$A%`X`tQ4%D%{^2|ly!r(rw~Sw
z=EeO)O>A{}#G?Aau`NOwIcM1gHJPsdki~g-?&U(mA-U1et?JWIbrjY_6l951SfN<D
zKi*@zuEi-ZJRTelks9DbuoP1!;Gv<VRTPwUaV(H9h`P&86|q5&17{?L-prwG2R1ft
zN|`Cbcf(Pjars|%A0XX|3Z9q+k$ikj;%~Bi9indjyFcWs+EN<ZbP^PFgO_;*AlJ?!
zFCs`0wJVvc_?TP6Y~C;AR@y2mSAO_JrKm*VIwpMlEVOKnL*JaQ=Q50x;R1$EclnqV
z*)Tx5!%vK6xmFS+YGRw2Gfi&XE**FCyI>R*)^WOa1FRUZ=~TG|IS31x&HJ#i{a78>
z7F230WtN$ut$$&4j-0!>jXiY%eu?VQrSUgJfAtml;uN^2yOyKf3uEiU!+JsV5*FqR
ztXGY-AQARVKHcWN9SQ^S<}Re$B@W!mZCTK`mc*<6?I9)e*~=g;9)h%MrOaGXaMOYZ
zTItvN&&NsO<}hW4vw-*$=$jR3s62vf+<L9MAbTs$a3!`=W=j7UVwe4b=H9(~N53)W
zPthfM#sk_%#cT99{}pJ=#&5~Nt`6~lub+1`-99=4vr6}!iEY)j(U*H0R8+c3*qs8Q
z+DypG7C$)Zlx*Fkt3@^Y`ug-o=bCWCbIOWL;ZE~&O2=SHdLWnew4HJ%1U$BfUk6Fh
zfOmmD<XqjhVC&lx{N;0?fyR|ZP!&9+9#K&849>BRA_S}>3^=g=d+?%GZy!nezWn2c
z#Q<8`x_n=WAAngM1VcpL#JX54u1DZ32Gd&jPj6}(qm~$2fJH|h&eUG@Ps26x9F>z4
z^~QXaLWMle_zJMk*ceB-u9ccyE7W{x51~z0Do#UVF0oAjP?D6V=SwL#pno{=N8s`?
zomws57`5LD>e=-FXno1Eh(7zajQ#rRF$Q<z9v#$vWFtOwWG@dN=#UISzAzv@iDde`
z>D)=J2D#P4PJmbWiOx$|<j5ut`ktK03x`;ZILp_Cg&3eWKh|-~%ZpIR^H+N#t*eh*
zwF#~&vC`R<(n5+q`b`fwy|63)b>s*^<2%aL@v6Rr|DdvS>Qe=zzk=I9o_kupc+^tw
zoCAclsfj}12`Qq{P%`i|m|V}1z(+iA=r>$NyZI!M6X6@6=()6#2=sA*?Bx#(ih1kM
zk64%h``;rCS2QF#JRTYu{EH!UZW*I766iajZH>vCm%>5Vp|avoMw$Z7b;`_wnBmTw
zZs^8=?jWto$Wp1eL7Rvltx}%9R80QG$lDJLOf9mprIFqbP1!)H-hms4BkjMJj}HmY
zw6mz$yrys7np%{ke_6UAhMoMRlFmm76k5=C$uuKuLT+PXhpr_I+-&g{dnt9&(3%xE
z%)7HX#SMtQeh_0)J|57`<?JC#$(gO|pI-hgb^htZTZYqw`&Mo85Kf*1=g_-husH~>
z#^T9y8oa{6rFqgTW0GdT)$Q@R&9CnaW-4@G@C;_pV@FA?87n1aN_lZroGMpQsQV$2
z%ku7M8^PN8As}e(ErEFDbbn-Jt6`z<6)qt_Zgq5ZUtPM<dWB5ph}G3K=)N%(jH}6s
z4I8KdeKwZ@6JOXl)Gy7bedpV*Dmo+Xcymw|l%?3M!kRL$bkG!jqHmt1V7k=sU#hT5
z>WAo@Wmg^&Xvz5P`4H(2`-S}Y4QDb?%jeOFXQ+L7lsA>JEYaxn%Y&EsGE@53koozR
z@Dr;S*`R#vE<PDqXuvSt*!GEQyz$L&l#NZ+qY>L-yV@!isg*RT*uoVFQDL+&bP->P
zx`mxO!YqC)Us<uj(0ZZ$#nFB?CJGd1xC<{&uK)bWmQKzQfL&{Ja_%+1nk4xAkiVvs
zf8_rn?5*RX+@p8V!KS4|T1U!3KtK?XP`YzQ6hS4W8$?13knUDG1O_RkL!?u>OG2cT
z7LmB?b)R#8_uPNZ{<!_Px6I5t-&paiXFUs4MB*lmeG=cdKB0u6DHwc)n^wml=6BHV
zE+~bcg9&Y*>4so-z$Y9Is$kD#Q_|~s<)R3+aDj)cN<t9!Vsb1-j6=hET3gfF`yV7X
z1C`{z###6sdM=ExUD-E+A{fR5V^%5?$c}7(AI~7M{a<efyh5gyYfboxV<<(Rj15eX
zY--8b^j!Hp;AyzPLJ_`~QuC8|;PgGmCi?Pf9-t-#Vd@TZU={@hu&ed-ybgDOfN|Es
z(sBbBga#ABwYen_eITtt5`R|(^qhKSN1!#xn13eYJmR`iuP<giZC9B0R>p+aL!$qU
zZj>gidsO}@zE$9g?F-^etfKy9g&ho8EN8FDic~B&|9J;M_b)xu_cB6X$Wp2tyLwBE
z3{qeuHV{`6u2B=NCNndp4{BqI>??vH3>9pS8})R&FHEk;cFw$#%O^M&Ex{dg;lTRu
zxB623n?FP+B)5*JgM%cC{RwqAtwg6OaXyqdH5lX$lVRBntNNERBxqSQeJnj126NcZ
z5jN$bLLaXY`(R(5P<7&n_gmNK@Zt=NL^p&&JTbe~EqN9N!ti38*{It#HarjA*8~R!
z2a*02q$Y<<ha+^c`S-=Y3_iaxNZ>CQ9nOi5V`Rs3@-Zf0^zQiOe9j4#jXD>m)S`96
z&;g&Jh<#@8o7mO7TbW|~2~Bss@)J25b#{<o$r_f_Wa_${SaiUfZ9<nuME3IT^LjRy
ztk+_szS)#UgsLCXh-m!-FrSo7Tbv{yYLJAq9dyxt7PUARTt<_?h^KV9M^skJh$eOn
zI<P<I8h<r{L7`A=Y-}(rmtUvP?8a=TKzHK<+ZrD@4%!H;q(uOcSxNfq^F31;e;GaZ
z{&*+<{e+vi02IKuNmKY81SGXZn_VB@PA-2xkwe)Mtj1nL(ZYY^6n#z8hlJd-N&G%I
zAsgNbMr&b;K#hp2`hjnx-mSlzGzBrgs7J5OzvnC#WSTL(e*?8sI7pgz@4f-*{lo6`
z{-u;&nOf!^ndE*hwU$xblP%F$2&{$m4Ch}s0!y+_0Yr-i_m`c>ugt?lH>6?pL77cc
zsr7gvw6-APVm4*R&ljS!)#~8ePz^g){okbvGJht0Dky*sPlzMM-&aq3Gky%c?J&+U
zOu_rAZ+B1?C4jx&rRcXIA5QD8<w0{lqLI8|=6waaOF+rJad(`3@(solr_@5(u`DqS
zy3i(uXB&l%ocuAEtItlb*!gBq>i$l43X(N5tT6Asmqpal*tp7{CD!^@?(>@|*}xcD
zSwMO4*#L`PH)*GaIZ)raBnK#SNjmZ<DCpGe<|*P6*r`|ez3P;|f1gPYm8dTnen|XI
zbuVTAe|q(A)t5eXa!N^0Klx6`y1rjsG8h@n3t>IY!2v7DnUg5H&yN7dKZyeFP6$j{
zS++3nF71q`fMGZn5#4ho3A4Q4`%K|%cNz%Cl=4;3$`y~nVZi9xXX<zX?$#UcRcLT-
zpj(!I&UZL`HXOPc>ADg+|B=pbLU7OXvTvTvw>6@0)C!Ta@I3RH0G6>KEBSf*N`-}m
zg)0+G?MCzDRZ+WTP93MNd-3#L*kCUEx4U0YtEg!&pJm;QY&Pa+lhrUcH?IRYt#@eX
z%$G;}HFh&n!0bRm`COfXH<LE<Iy$rn&E|t{2~i*|?*$J=>3H$+N0nnh<oH#4%)GVG
zO+IeRAHNQA6lZIH{rW|Vs0SHK6U(Ty7{9$s)DZobpYdGcNINTkb_NEx8?9`c#X<5{
z`qz`NS)w`|^neCSQSpPE#)j`#uNNRv48N4#zk)6XTzbBeZYiN^PoN1pA;*r8ZO)+u
z?%P>OenEHteyQX;YDD>zU;bon<@|k9Kd3hP_&O58x<b?S%+{YYiD6($wXGy%#UuwH
zl5rwZaA_qJ*t8G@&)-ktFBEfc_NNvWo)<9fJonrKCX4Qke>=Kx_>wxmW_K(lMeF{3
zf9OUz1*6wUe*RioszcgSV8A?Rryw&xZc9r`_b5hOd$0QL4S;k84R1)1b_awfppqy`
z0}bheJ|-P8saaVZuGL|$BLDMCgcp_;18zT<QD4CC=jGb^fOOM;`X?Z*2F>U#-qnQF
zI^oAfi!1=b0k2Pit&cTSSd_lv&Bb#n=sB5agPucQuG+ao>0jQSyhg@|Hk2X*vFfz_
zpEtGHQhy%-`f<+d0rjye7NglQ04=NQd+14qcp*L!nB@7vLXW0Y^|I!F1K22l<%q%5
zkK5J;zq6?%yg)3HpofW`O>+N<ME|XSt6_vqy^#jJ-|sLa0vb$!-eF;v)r%N-QRy)d
zj_f5Dkbzt~E5j#I)I_Hx4!5;c;;vs_jjOH}Lt5YCgzeEG%;Eu`KTC-13~0N~`g5R@
zet{!vG71&HFnn)pd|VSt{WISK7%O&T=2@w!smL*w2C_u4E;kvA1W9PiYv`7x;JW((
zg))9ZT&BT;z|+(qGG}gw*Wh?zu8Vu>mbmwM$9?uQZI>&7qw<eUw<HxJx6_7H?EFYV
zPv`qEhg?mre;ymJBTCNlXqzvJpA9$yKsppEw*FF3d+6L))JCQORWY?6n=J3-U5V{J
z{!`r}fNo<yPjXw=i#OG)=@2-P^h)6O-L^6#XeNfSG6Z`k%UKe39;*zO0UsFkZzkDd
zT4163Z<~90Lxn~eT33N@!?{SB2G`C5G9<>EETJRF7sxTqp1yRdTjH<P`U;F>l919M
zOc}KJ*YpX4GEbta*XxOqQ+zqnr-K|5P2}e3K|GWZHrn2<bO4>9{|41~?9KR^nVG#%
zVQ&E4AiG~RzoiO>&&twV_L4+WM5)V=od{T;*qaF_&-vRYXh3@+FX)(+6Vd`oxf3w^
zx2lD?=od@i(Mz}*KI1EL1?e}f5ekA!<BIQvAMvXnLL(~<eA&s!IAD7D0zOP88ki$f
zw+<dQ`(Z%R&voJ8>AL>PQ&65XP-|lhYNw;=cLXkSrWPTzk$lP4;Jog+zb*5I3yqF2
zHXC)%ScwM-`g+5n$6wzH*8NHsxxxz&7eWxb{_gAI%1Q%ph>Og6(+Z84U8f1e*1w#5
z1!^ic{<WurHWEB*x7U#Xs&-FHL*vqjh|khxR<r|UgyNkNm`^;TYu%>PUu9q{3i-~7
z9wrE8y>JhBqSF-~M3r{ZQ?gQ=Q~0dy!<8)*lg}N04obJorfEd-IVSJ@-vUdFHl+Og
z&7j)Lrgu)K1Y+9qC27G>FzcR80oA70qqbemFfSm7Da_CBw$(&Ag<6)^9i7}k!{#8m
zgch#o_Q$T*P#>VPIA?AS8X5OGzQ$g=k6zpgK==nfDn$59)mQy&c)RG|8CM+TI8AB0
zn?Vq`F*-fJF?i0lkty<53iG@0wD#*xoWf!-6nM!26iOl=B&jS{M3Sx@zhHlCg3&us
zs+JT_P_=<ZPCo~^o^^Ddjim~)FgmBMMUI?+mVk^=`20UgE=8so>xnx>(k#hjQ_ufe
zTaA~JDrHhWow!rm5_-1iKwieX-p&p$?74LHnC{)J3!?$6e&2clI=Nj>@+fb&c_Un?
z85f+}bG_$$k$C^z_LnnD8rkjn^``}C_o{kb*9xoFK*u?|6R)!T45YZCZ&dKa8w)TV
zlPlPj;JO-zAEA*nskKeIxQUIYSC+Nn;Mq#Dec|z?Ydpl)Y>1(s0Dk>Ua=V$&^0a1p
z;gfD21>HT59t#03$Ln8GrF~yL(z&}?rA|!RChoePGHpcP4s1elsDOiuWzx#2C4AE{
zUyn>n`91mcBr3^umN4idpH$C(t4+YN@_N*S{bxr;${0W>NBeV+QneSu*t$2p?iz#G
zRsh8r1Kta%09qqT(B(#7nd<anDfTJKpDc?j-g;7*a>!yln_(j?in|cS{RKvDU6m}*
zl6tO6(8epSB-F5R{G!ngbF4^>#G4||{Mg^FuZ3}<#oQrKZRujUQriD>hcfg1d-nX6
zqHA313f`$@WjFVnq4lw##rsX&?#>RVxuqgI0=h%wH|R-$=aizAV+Zn0abHbAdr0hP
zZ?63Jl>2GP0>oLIhYC|1$df{SA7l;qrs>ZGoYl+CYI|jg^ZYY4PchyFv%b`MRBQ+v
zR%b`=d5&6u(iI6Hj{sn+DJkcUCW_4J-Y_FOUFGf??U`{xEvx-HEi^`Gs})c^Oul(#
zEOzUqGM3JqF}^;WmF2%L1>riBkalWxS^pTfwY{otQnkVHQie1+%>K@}yT#Q{CeE|H
z(KZYE8%?S=C%u8lnVOk-8d$lqva-k+bbFX=V+dqYMUnr$0;ET-I|(`sr6M(I@Fn^U
z#{u~=%dnssPT`*hm11p&e5dK%${Z2u_;Ri1ABCy42!J-SDi&+pz-BWh?y^YTa3$0j
zWP#PVC22t5%Wd9Eg4zwb0YQAupwgFv6R~v;o9Dlpv|LvqlD|Spw06jQUoARaK9p$8
zfPGS!k;7q~nrPn>%c(T)FA_AFbRhc~2EoIm!q(FZ##fO0B&Mkp-8!6+^@()&R9Iu%
zh1obBvkKAMZvrqJiZODS>GmVKpF2PGa#O}d%Tm!*C+OqPSj3B_zs{rubYV82X^B}*
z2`Cv9;gM(af1kf9AeQh76axRw8T(^&^Ms7HG-vN*iq3p@uGkaoIOjxsVz27Kn=8n3
z^OHbTla8IMH=b<xofW&9oH?1#ZRL5Drn#*b1d)9oqd>e75YNS;-`>`-ipJ(`t`w9!
zn)6*HPtVjsJU6q_@mZ}YOeXDL$rh|a8qvw#%m_6zVnf3}<dRO6R9nQK^CNraq*%N@
zLeC}|-S8p~vMa%Kbdmi>VcfFn4h+7g3#V}ye4<nL{YKr4{g)Z%FH83I4Q}hd`;S8U
zF>1=A!ocQ_9nue=b*VjHdN{G{D8SFlabeGtf%G?j)(lC<M`4e>>n^{hNP%n$s#LS~
z|GwG5w4M`%V01A*6v8|{@TS#CzhoC-6Gf&`mAxxhM~9!P>L;OfaCChA=&6g#rkjeq
zy!`q~LIPu5OVrhWCgl1hZ2_E`3*eykRZ-!l#yyPI{GJmYi~>_}1Tc!6oaX@5R5?o>
zx_ZhwMhHd(Tq!;KDn+|(Ez;Ik3*X2=n*3#M3mGFaA-?uADpcBRFMusAJAxVF@%-{x
zBBT{nGn59|wVAWSB{(O1Ml7VZd}YQq?Oi&Mn@s-xuWRqv%l#=cEw1L6{6O$z13G23
zJmpf_^s5I-KN(Cb(&HISZF0;fttuqT9NKK02bHSs$J3b3OZ|K<&Hc0>?MFyP`789T
z@<IWUt-r6uV#7rQd<}%AcRa*?YzTKOI7<BLH8AaRm*}AU)MQ9<=gysa7em9e4AG~*
zrf5oEzkVIe99i;M%O{&&qm?Ea(>){EZ2x;hKd)tyX(G=dO~lhbNzWv|$(MU{eC(v|
zCWjBcKH#jX3e*<{OABV<-?uf^+8?9G>!+F@+NK34(sb+r6M~fui(<$5;jid_Bmb~b
zbuwN}ODkegro^FQZ^C8>4<T#4i<Q+iB_*ZDmbteQ?T!wf<?UF~BQGJ?#qxzF%rY`o
zJUw-q?R2a5kC{)7$>!X{#SgW&&aj7nHehkKTDj*jYI&AnO*$+<sq>q5CVQ^Y17AfN
zt`h5Up*EA1!B3wn-uWriHuD7A^DaE}nd2?<7(LM&mI)M4PU`5t1_N)MSB6M;cXv54
z7%Au;>q-(2<k7G6i{XW^Ge<ki`w&L+#a~eggq5+V`DIw!kpHeKMJqQ2gG-gsf2HMo
zwNh~Pjn~dzY-YnrjXxPgI>&sS4fVeF*1w&0>%a|X1Z1UW#iJ=Wc6CEOQ;|NReIz_4
zT3<Ir5UfuxAad_?NNI?!?|pIoH=W9PcjvkiZ$-3^jgF?mL$QbW`KcI~ebMl6UdknE
zIlD(*c>9J-^UUgMP+{S98F~4WC{Qmd5XkxH`Pb$9_bBfD=^sDdJgjkxXH!$oetsC@
z7j&)aIs;)Sl^yQ_bHr9ecv5mm=PMO4jGOUN&#6*}ai!pf`LEdq8N0LRvS}aBDv+ex
z?uGiM`*v;pcx;<1p5q{KC}zqW=dZI{^NR2I=9w%lHFIwHK80u80y&1yLz%@RstxPE
zw?%4}+3Y0Uh|ex{s~GH9{NArPH*(PPC;J!n8{|NAEda%MueG)+G&VJvbH^qphe9hM
z;a^CDdTwE}MRO~<gA~vY;&&xq6ED$*t#cAMudUQKb!GN}vTG#pZEAvRzCYs_(QdjP
z5sAqkgpVc_#{v4_j~7vhSBO7u{t+7yfp+Wa@23LIvd^DCU*t19^`kr4wz<`>H7;Q-
zVPnnl+pJbI+eAl&Z-@lbjLvX(pFw#1VDX?A>hbz?-Qwscjt~~fkl9&75<31<RUo~f
zpx~#$&c#IxgvSPGgCU5@+ZTBHQ%~8)>VgVhBab82{8!;l`5xb!pNyE*;iA0PWl7J7
zp%ddR*A3E{mopmDq&|8C?hNjF3bik`mKM08BJY@PJQKikon<)NYT^)uS9Xs1G?s)B
zJ^H5eTi=?dHq3tq`|Rz=1Q%;?x|CPFw<67!vYOfj@z|)SQ|^D;Nq1P$E189wDcXl>
zi`d%8qk8O>`wh#Iug{R;*GILV$IpFw(w*k{cb8^aR$e|GvP0d13LxZozj=dZV>?Yq
zNND!$v$)&upTRF)pp1=;rvcJx?e0E{8W|fyV=(w;_3EyS02wHxjeImA7P21mE-x3(
z$jq$!`jr&CF2X<O1A#GDx3@oZrY9!!4nQu;FCd^knBitvcsKzsFK@9~?+I{&&EAAm
z)2n(rNraHjHz$ZV-U!JVT*f>a9vf}VH1Xe322zEfkB|NZi`C=sJ>Q{>fKT=JZ)nO?
zwi)vez&e73F{69pBT&s)(|Ix4snU(3c+<>;Ns-2X>!hM0QJC;9wn)uT5oY<4vt#}I
zEG}B!J6tHJJ?g7Cu!q|VHy1nOYHwd;#`NgXBSz@gLw2w!kXBPyH=x0nd~SWFfquTa
zy81jFoj=^7hUD9Vbr}Jtpnb4mZ)47Wrv7yB9CWxUsH)1UsF2+KaPK7?ToU>lt=ZN9
z>|8>l)9M>te*gN`a`^W*(xeW}$R`+X+B5=h$kOhXzrVjLq(*ppn-W%`1NnEAE<*yJ
z#j}LvSL}JR^aSC`U#Vqf@eeKWLY*EUE*xW{aNfbT@wVMGVx7&{y&W#9;#WMEfEiM>
z+6x^icqt=;^+Zl-J24qqGYrfvf*EGPYG?EF^Us|-_r;Im3W6v_I*S$xso)pGqoTaw
z8_f)}#j7Az;PUnB=a-h2gzctLL_|bkNl78=>vpS?Rl{bZ<uIvc4%&}sO;zu5QZEh{
zuy}ZS+W(poM-~jw!*b8RLT5-Wz5pm91$O^TiJ;>TmG3_Sjzu3u;@<1{3Ql_avEhUj
ztp{aDgHNEUU8V&Oejj;pC6o<Cd!Z(4sEDHa*jsK0<}`SHShCF%HB_frVI9)Wyz}~u
zX^1!M+G}s`Q<3`PU0r0zp!r6BD%Bx5XV?d3$b{-+FG)&DB5<GecqvWS6H`;e)sZ4-
z?z|MG#D+9e04RuiHW3FhOK>WEyp=%Yt`HiK_x>E(M&!a9d;9v%!ANM=gFU{79viY?
zb#QK`^T}REbkOyB5*5TE$qYO8L2GqT)#S}K_PtJEjz6j93~NcV{X+PziF%%MgzoL%
zstzS9IrR)j7z3>)QGYhvh_;WPU-tfNBe5u$-Z_BDQSJQp?z^kK3fU-=PdmTHN{9&v
zOm6Cqj*i~@?C~sm{9&056SUHtPO;Me1?aK`D;D+T+cy>vS@e1LjsZ0dDJUe>ESNzx
zIk_`aZY$iV+h9_!TaOiES{_bf*)<K@L~uzl4?c+J)F)wZIvQFpzU!^slpGRO<kr~T
zr>@fM($SUIl3fNuQ)xnWDaK-DJsF@7Wa6D!|9et;A*<{Sv#DwkcJ-v7zrTMyxF$h%
zd>M@wPx^3_zLu($bB&3ajv^BD(e8he8+kq-t#czL0Mp&pM#$o^{<5$ZBp;)qqAupG
z!3aa0VoN))HS3@>WR}O#1Uj$&ot-M+Lm?F%vRDYX&Q>%d*+ul^;G5rZLq0V2dXBgp
zh;Hi?Z``nQjlOE9M$@n88if)pR`0X=sz`JDKu$zG{>cx8;z<4j`7`m~zZ08tWM(O;
zD(mG8TEKNX2l^~hdU}jnT3R=lZ`w{Z!eT)khFr{TyA{pnut!dzxi+)1LVWAit-Mf(
zA?}Nc@uS&sGT(pvn4PYBU4H~#$vK8a(1Kb|uifpO@slUS;(8?ZTR&6}05_~Z%214S
zisAJ-+MMr@BB%9COHVH{?`KDS0Ts($JT6zMMVHENM<VAJmgTwg;rVI$7e8#iQmitQ
zaQH;Vr&G1eNWORc+iRWIvi9A@?E6G(XD>En<g1f2{n6ax6%8(`>Sip1J3isoQ?<S)
zwo+0jT-L@+-uT^s@Ahv8WFsOXH1za7>}-I*z=Qww=m}!aC?TyuwY#M`{hYY}<e9s>
zJ1CdPjz~H!hSgce7L2FK64yK`r5CjD{_*u4@n3b`Cz-0y{Rn+^gs5{QB#rex#5)7o
z6^(C>vj>JIxz(+N&qiW!96*!LU3h|%{!&a)6<-=NBdO&kKT!P6Q#owYmNWCFva`dF
zPP#Ue?j&)`dIjVe#hxErR8&;tymoCs_l+VAI_>R3+p^>svyjlxp=SgJqALoWf`>Gv
z(o#~asz+l*M)G+(xqU8wEa^Y3!Ia{;sTz0G3+VVeLq;Z;%iwC_mq%5ADfyY9bjN>p
zP|sCb*Eub6K=)4%3##>6>wsIe=ni(qvV7UXNIg0ugSE|sMa=bay+V6bOw4S}?<r|G
zcNzr`#c!DR$rNAnJw8uCfqOLcDat?EKQxrKG&$+gU6nt)Dqz7sjg_h=iTQ&!phvB5
zcJMM-6PjJ!+{8#0yuR#=Nw3_-ip08*l`&6Ah2zi3;?a7Y<=G`5XmPb~ZC83t9EX?I
zVyn9TU}Zy)cKESrRlI4)d-PSu%ztYIS~0i%o}A++;tzWpi-%Fsf1j3?X0(4a=~xHt
zLS?N{IH2!@=>fvzr-5?_!#4=WB_t#wmZOffq7w5Co16QrX=!PVVDK|1H@A<k?^y)C
zd_8x=`_rc#QdJ6uE(2@D=;NwGuMs!T+$jgaHMzD4B_-vsxXA1sJ!b_xiKP%pmF-%-
zorhCk?*%`2GOEE%K|SZSnsKAK>EQAhPg0o9r)U}fcK4T+sv=E^F86_JYAC?Lt7{^B
z0u&UQ&P_9tXa~pRn}pfv>BYQB^BvIzwyM@%V1(+|Q=p*m1^VB<a9WZT4SIdB-U}TV
z)UX&6BmChqS4SEZW$~yc*SzLEtjVUE&~nbs-ujmr(-4_kIaGrY_I{*Pr%>{;UzPA;
zbbT0E-1EJ#*`ve13d+in*wTXpGa2w?hlN=Iew&ePU>_Cn+DEbPU!B<C{TO5M7gVv3
zL;-~Y1h2O$E&S@m2rDIZb@|&bmfX%^V`n5?9Lx(&lO5;0jcntP?fx?uEyUOzab}PF
z%V_bZ5z1Ow;oVTO<J*2&yKFOGgB!d$m9OQXW82tjvo0>rH25Mlu^a5qz0#oP_97UB
z{olWAqe?-o54VHO={!FTQ@N?+q-11b(y*9RET$wWvSU8sL+Kd<Em@gA{tp5J1K9?z
z9%pJ=kW)F9=tCF*jbV3ku=P_@%+T~3T(^PqiPWBtWfjU$Gx_(lLVY$b;E)UIGq^P2
zw{kIz<POC63*wyL`9-EyHkluq?-1onmWRYJbNBX)y4}4nvn=@|(^AS(o9DsdV(%4i
zAD<cMElD#$Ix|ZwhYk0)mvA<`w{AUfGGVf27IQ_F=vsgDI(b!*1}sGNpC9j#+N28Q
zNeYVlF$Dz$ixm*=7_~*P{UCm$0$CWv{K8S#*h+>+1-_HXFrc({Z<aVg!jt~?XuBlj
zfM;5C`tA0}qlf!y*mNt)8V9Yu;)<Kg7;RJiNczidjBezQkMtQ}FU>n&Gx0mGcqInQ
zw^O?TcMLC(y4jc}8+iTMrZFdV0H#DI{vqb}DEWmyfBvv5j|Jw{)6&xiAeRxM^18aZ
z61RDAFeN-!uM$p8P3d;~=Se6HQbl6WVq#+6);V)&+S<ou^{=4gZ?M?&_{g&wpefV~
zAWd~9OMaUku|R`|sc6?DnUc8Z5YJfZ@L;6Xs?g?(Xt_vvyhuI&PqLru1uNtbbAP8^
zxFo`R-%<pQ3_Zj`CEa;VzF88D{@<zAowggjW2mm9?YuLkb1BL*K0do|v9yD<wnnsP
zW@gU7SzPQ%m5v_EwbDAxxsqpy&j`4u9t}0MG^3UfcJoL-zYl>@so9&MXRzYebI@rX
z>LHCXYg{kI)_zV_)w|f)*+q{{RXr`}9s6uQ_ona~5|p~_EVH>Kf?kQ`>Qls^Cka{8
zLm7wtYSOZd)gC!&;%h~2QNf$Bff+xyqNYGs_!srUJ@l7BPsknJj*U0P%M*+f>*mSo
zs-j{krL%Bca4FP^_&C>yF@P}IOl&7BO+ID>Bqk;<ULQM4&b+w#R-eXDF&gi269QKB
zN@GTVUkvvHqVb}lBF?K<U*_fg^vd7VPwW^jP#UM@(F?=MTa1IjkKUL4)fRU7pEN7$
zaIP9S5;LPKpF#*TH<dSKyY2TvH?F4|dL(E!RbLy_&g73Q`Bv%Nks=fk8EL=0sA&w5
z8jvJ(JG{NUr@@ixcGEeYPHAkEL166Rf=9l(d2$XPcaywve{5hpqRfy#98QqJd|gu`
z9uN=^78~meNsPtzn5(X)CWTs}DBJ4qmErE`QV83)tXf)Hu0SS3N`K=#cXC1kX#d!l
z<*D!clOFf#-nC)!;;)QRoL^`8XsV|*T5VyWWzrJD1Z>BiakbmGQJ^TvzCCoU`yLl6
zQPPVUV)s}l@m=g?G#dX*SUTh!wA{nBBmBEETrhn9Ieebf(<e7?-b|FX+BSy(O1H#<
zZS@#RA)+0zk}Q;zuRw9gJmFV=7CD%aj2195g3B?II@(XN^JBzuQDg3SIGZV9j;rkV
zc_9y^bNY>f5O}Wq&op}oJJX<B*T8Y}pFguTOG$S}GnC+jyjO`wU$viufad1SwXMf=
zxmoQ{WdY~})H01e&d9-P8H+%Sf8BEEn!zo8eoA|Ld)<!tg$1MDG}-#2AUc6<G8(+f
zIG0X7bz-5ApdbzMr`;#rN&1;Cmg()=5=Ai?0V4(7fS1^{65SV!S9xE?K@^E;-k4b;
zx8Isk&0D}bsz*y6?VTiNk%+?H)zNCYD31I1>688R7Xn3-*RNickAa2JByCiG%5;XD
zIVefo{RHQO=k~2(m;Hi+2RS356(16eiR$~iO@ot@OfY|W(5(i-@m64qATtAcOF^!U
zXIr?fy}cf?PeJzd)9uZ6<cz`^dnI{*2*imx<L`8r2<57z$qZ+d{$Lf#BC?gs5$!4a
z!0&r}(Kr83w2Js|Et3cg;8n7kn&IC!)xF48`fA*t_73g^g=0kk862=Mr-~z|&+v4x
zhrNxDQp#ME&eZxB9j?S(st>S+qX=a`1x3X>5SERBt`h_+S1w&b(b3UCru3rc>*&zX
z1x-y&J7?!Shbm|eMKq)!EDwA4E|8d(=Mp4U1_lP}J3CDf(%UWeT;_~cLcItKBnFzo
z-FasIlJJ2?WF}!ai|nwga5iT=Fj%HVW&Cv!Gsem(@((##0dNbXq+T`S-7EDf9AvdB
zAZLRto!)a#9Zr4z!y2M!C7-+pWlH#di1&6`+0b|sC(=K9)vorziMpvmvrOg8fN=;r
zEuM$wZ(k^prxh1d`;xQdU;phF8%vA6az*fmK@J{5&KW3X$jiu_0(qO0nOZr{KCdD9
z2h^MwvV-8>v3%7GHLN9f4Hng*Dxqjh!gyrFT<Mk`S9w#z1lrPG0B+sT&~Oq8XwvW|
zqECNb)4glOX#-7NGfPW^IyyRVWeldOpM|v<yZIiovawxeXMbPM-^0wzyf~N}s{vZ~
zMo=H$gL|WS?_T!SpJJOy`fjl;5-TgK9tavC5qntNLP9|?r~<}keRp@rEu`U&<pp*e
z>$(5Qcdf>X3E{LuDDfKFnopcKaow=-oC*jGBqb%u*;ZK&=a+l@;YS4Nv$Hw%YM(O!
zBXfOy{WfUVUw7L!Q%Mk}=<4c%pDYa%J;>tEJrz&yd#vHyoP_zIsqcnI-BwWvDm(;{
zD+Ac+i=s|uJ`R9__=ScJy9MKN?;60wWtxx``Xed;41iRv>a-UQ!Q1nL4S5n~v5U#i
z_pe^yeRyqtX&ORRM7@SBnhm_1VyedN)aetHB`<d-*mOl8O+g+6lHD77^hZZW5iJj6
z7XZh*|H;%`<)I};{Vow+HN!N3TYOvoK3+ykjWPh&B%J7=Ye`3ToVtAb+sAelJY0b!
z%=?3zcXJ2b+#MDnTq$~7cLESA8Kc>?zCJCzDi=~n-gQ^}cZR4}a*(JV(FK5SlU4-r
zr~%y6Xur=veC~Oaz(IC4s)cDZ_>T4D53jC~jEj(@?*`TX+1}Fah;!RiL>u+o-1ep#
zq;IiYdnkP}>x^!9Jbz9aS1Q^$ZaJDuCoCf3M5dNMMEecH!?Z#|LT1DHi9?%kUjQu|
zc2gT(XVE95krv<T6j<Nf<llGp_w#ENEy^MqbkmAti(x)8dSb-kmY)s;PX`-sp`-*I
z-w!Ol$8o;(axc-*y9V6wJ%<FhpTO!zaJ&VQ$O(|M^@b9*itQ*2TKm$a_SZe5VuAk|
z6z0B;A+W*y3y~P?iejR6Q=d4_Y0~egw(FQYPyE3<K6-S+(ppa16W8;KPy7}0oK>}M
zfj|gcC<@r|e)mLh>;`biBgO^>Ps)AB3MdjZ?>hxFlVQ;UVtC_0y?=<GV2<Guh*s@j
zukr{!r*%PV_YQ0OG<XF8H88zU=C1~$@(vcx=^ZSV8nQ|I<$<fz)YOlEP1TgU?O6DH
z1WG}eSWE0k;iWH5iqYVY5LXE|C#+-M4u*dy-a<_LWE?hCx1f^bxF~v5>I~gLwrk|&
zp{C?k`Xwd2@QCm|v6uI?qq1S5NP#4g5|IV~0`(D62IEa#O~z}>@FSw4QarInu+R0U
z3VC>V?o~RO`+U@*!odE-T{n2O_{_`83(T?N@PlGAikNHnU%}{+6Yx!GJ$bq%kHwxJ
z?&y@4$Nl^k4vrIlmK~Qpl*`lL1>GR4)~lM?_`MFtq5yGR_I}SGmCshr#ZamIFHbzT
zyX6h7DkCt?%h&{!DrsM`GiCF$v#&@Qgi;{lPBW>lsp&1VMX)%9g_4PhiR<pWR`3u=
z;0jF){Ij#Om}_MdVC!yJjr2^%!9mG3H2|z#ybVCVd6l-VW;IJKANW|&_$e1ry;Z&S
zubH-(1S74?{eHo$fY;JZ-nu4{m}HMl!b+DlA`T9YV(ak>L_SisiEtK;p#2v}BymGq
zU^GVx4Nk)2_!t4YE(-}G7YzdiMK2Xptd%mgRzzToBm+aow+CVN*K?#wk_MPLhr+NF
z3_^8D7;Iwst@4J!Dcp)kSC-ZxfVD+sWxje3?ag!mV4V5+6Ql*LYKBWoN}52hTC?C`
zjZ)M1`FS5eMA6*bq#)|iFT4P&^5x6z=M`*dbo%Db4vl!3>xSXA`yU%U>cSNH;3FS8
z(}A3T`rVEUBHYcGxZBa4(${ik7qbtK@3Kdxf=3;x^{Sn+1pimlM;N{7;o&hoH)mw$
z2|->CKnge9ZpUP;$)CZ0-m6uFH)A+TCq-=CmC^xTcRbb$U{mX@9I=h%+ybS_UBG5Z
z2$5^KN=@Xm_`2qb<%L~1e(F4tM#Jm+h2i60<V;`h*sm0^Jy-T|D0S#KuJ9v0hMmE`
z8)DAe&<c#baW~^C=hfR`55h8~(=n9qv}HeJ5uu=kh!WY17#@AR;8i1A+fYy;dAzqi
zBNqtKvtR4QYhJMm#s(neM37HV|M@A?+T`|!imY~C9j}*FuW#)OE}i{{vY_$RpH=tM
zY$HF%kiAw(`Pks~;^Xg`3de<6gj@{3vxb%yI^k1EiR|OYmsVGcYk^M>W`HshBcrYv
zjW1@7?YJhX+ohI&_#Vy1dz$#D3RPRXcMJa7Sn~}lE(tmf%m(q%MbfZ(XnwkmZ)}wJ
z>7sSrwVK}g9*fl}O8B?-;Ukb35skNr!(Mg^xcA>*Y06)gpkSp47rDr<$qgT=>1^^R
zdCLDo(8xNA<vp$YI_fkG@ubuaK6L4q`I${}C}r7Xv(vMUXr$K^ZkFhhmgwf$ueNQ5
zy-~p`BZ;v-Z2fi=rL+Ig+|ZPEW{5QtTn_;`Y2!F=dBV7j77}Vak!A))%0Mx-M|yQJ
zF5T{_U74LX>kr7V;{+`)0C6b@@_=AR$mS3+9^nIDSZ51>A^eiiW7<vak(kdspG||j
zTkRlmYJ1kE+f5T~_sq@`r>7SLK=BOp3F&r2d_4!y7;Rp61`%TQWLAw-x2bzYa35Uv
z)W0=*QV8B?@9aHKCpUb(R0@|$cO|tQ37E{JWQn?RAbpk*1SnBPokIUm-t<q1zM(h{
zTo|Cet#)LkWN8Zl*wq}vJf26N^)mNY|NHsy`CpX&AHH--n$AA#63-sMOmx>2lmrR>
z1`}%n$BbNG9LG=0|MemvP7eNwUKT)JSK_ag<E@o5;HJhC+tA#+`TK$~BfR0M>E}N^
zA(7&Gt3mLXhAU#Et>ia$rr<9&aZw5XovWmPQ933zDd}P6z6$<4g{JlF{~tVrY~aLW
zuHoaXOPN7A_Iu=mr{IK6(z`UYeUGGXVX|iGt+KZT-oZZD1{oPveJw3YFeM0Dz<q4Q
zO-Fuw)BlpS2^@e!`BmEIaFdpQurM9JtaNeq@uV}}d$QoQyxJrcgBzTYOvsLb{h{)a
zy1YN#ll-=6Q?iEYKEYLK_YWcn(u<ue-Zcx(PSq54`hA|6R#GlhPQ0fpH!-sT&GZk2
z_R9vS)9;eCS*V~2Hn&jIOuP#WhJ0`W!_53$-Up&25x4X1I;QC&2b&vC?uqM}U#Z17
z-B1tWxi2K@W&B&?nROO4e<mcQ>E-1XZ4aQHazz&6JQ-tg<Q3pzY71*54J6fAle0CN
z>D}-E_#@BqnV-d(I^oj`zaaJDp5&e$4KO2ePdp)k0<5xW#Ngi@WaPlJxdkZY^|?*l
zHT}bwF|sU)D*WB`Pyle2694>E$(5lz>Bo;#7N7Y@y#z<`WhyE1JQdueuSS2WWYAon
zs)rq@W2n<)^iSY&h%hBYY?*9!j&`4%%tUqMdZX<C#3m|A!i0o`n2m$<c;YSJlV{1M
zmj`p{7d$;YdTPDA_Wu5TcUcKpfGr~}pT(;~VPX_U9JJ~Q_Zkv-Wv~JO=)>+2puiCz
zwXLso5E4;@<Nj5@drOqU^}2dJWQ@fsDk}ECTArt(dJR1f7TjB`|Bf#90bE&ZFjVnm
zyYK&dLlKJ-`fpyx;-D1wdSC!M15?%HA-dp$x{1?bPu;3LC{(1XCrb!F{h83^@bKY7
zQ=}CSLZS_xplteH!7L^Hs!F(`enB&dPp9fYbS{5q0;<pJpmsP7fVL}$S$w4*h9qN~
z9gF&xxuR!X3DPVYYm+3!7{xG*Pwxt+zb^aZ^_3mnU;?9m;e`YD*?D=@Z!8%q`I0e3
zVDq7n&5o2`{8}sjJwFs8Rm=oa>o<z(j8Y3V?*UlAKM*hQBn6AviMjRspqwtPH!3Xb
zQqDxmo!2T1=a40eo`Z9Ps<Qc6@3T#;k%Oz}Z-@Qq-V=LmUpIG+Dd|m)_4~AZef`y%
zPqdlKS|sZ%FE;AtxS1|c-~h{y$Z&v?6ab)tE5-v_5txF{`<Tk7zijp&BdhV@B3KYq
zS7u^E$h%t@Mx9ogyRlekmAS}tgFgMW+yhZ+H2y@6Vl>R0f_OIGT5AOU)H|YEYUN*K
z)RG3842$DsyvF?T_YIMq|9BU!IsrH`Gx2;3E?$HZjpxo_$Du9>3JzK+MngqJI<xO+
zstk&15HSp0vj=3E0(bVm7n!T$S5-#>_s(v>8$4EP5m}rc@8}Gt&{TB>Y^u#fTU(og
zlG3o=?1+PpPjfo~L~rjK!UE!dB01-TIbdEwLSw%qv-f9YN@UKf1IunrzRVt=)bCff
zIxm8Ob&6igG2}7a$|<j`Oan7)8u%JQAJMIy9Unk)hFSnx{#T%J$DhCBu@@>w$K+3o
zPHX@8J|jRWvmR_V1r^nmO7Bm#wY7>y$R{g82r#|2mba52!ja6;59j_|A0@jMB`>i4
zk-7-fPa-<rK@_i*gXB;!qeT9R2-zVxxCk{QUD3EFO2U5<u`Jv<hFo*W#1uGH7Z)Lf
zQ43KW4xe;25>tD)`)<mc=t~j?OohzYI#2jHO5fwcEFubA9psCARwLJ8YjBnM@Uu`y
zkHLnB<B+Yz7{b$3y5p~TxLn3s(41I49mj_}@_>aPU>}AWQl~kUTUl9IQxqfF<yd@~
z7#O&6CSDMn3>xEsP0>{SLg(OjDG9qYJxKsnc66G_DSFYHHyp7tSnbB<X0(LF)bu{0
z89!EhRZLvG2uRV{gBIzHIDl)RkX<tmAM$D_?*T)mDjbZow@_Y3`;o6{=HQTeq(vIk
zs+BOqA5D}K7ohm?!s}=&d8F7plCQoVu6<Z+mS=@4)FhE%eeZ7CHbXt^Nz^X#wJZ>x
z%B3l7SzJ4KP242Fwc9Z{It9!Ud($T&%&vW2Q&$9a3`2mqF5YsvcH-no*$({*htrU@
zHi0PbrN}lCn^1V8Y<4L7%JhU|4b*AS{3rCKy+9Ji7e=j}as1JF=acEz>BU9ASFcVa
z4oC7E%XdPly2zyCLZS)e!_yFX+A$#8QF0p2%F6~Xzt-YLH$1?mEVR528vz6e4GTLz
zkfVK;w`MzHY9%uxBc;5&ywAR|v2jrqI$abL6fz4`;SI11kfBi^@k7uru%<}3JUjQV
zD4u8X>h)_b#=k$_*{0mhErNcGUS=+^d62lDJC{9yHwO8@C~OEUEBs@Qco2A$!81@v
zhjpatN|p?T1a-#M&h9!=!39t^y~KI8kx=aTU@I;1i$rRkDloFFMhXeQGc*ADA)_-{
z;r=`SdxjF!M*I5u3L%M7oCi39E&2+40)8zH8=hTWe(^!6RUJU7=V@tui;HiRS5%||
zI)72bffZVWPpPY`M;0dna06L7Az(V?_H$?W`T3_IE{7cQ@%Cabk`-kX{Q@;lFwBey
z^+)pffU3;)8^jxD_yq(swX{wE&~fVQ*>u3t5PtdFo3=I)3r4}<h_g+V6%=kKOL&IG
z#bxgt08O;;>92=QzosTR*SPh{HEg9$_atGTA%%iG-4Xz{ZvmXfl|bvxGtb7sF^9}%
z2MX$TjOQ%S-@gcSi(RP@Lk_!j^ZyVMxSYPJ0Tsc*0%K@sSO|KIGIDZ;Jt=qOtZ%Wi
zpMjq)cU%Z*-T+%R2hkwHjYB945FF2rK1m*YmIn#C5#+XM3;lh4VKFgpARn1UdQ2cm
z*#N!Kdcfs5yPMwHr|G7>wT4+7qLJreF+lW#f{a=0-h3&uxSKcR$4lG`b8{zQC2Hmm
z4i1XhaX+VOaz7>M=EWpv5R#M2gMaDC)#2S<>X)~Lo?SE=(*VVM<ZuuZOGA2#x()dY
z)C{3YDdXlQ3iRO@aF{c)vaX1UF+xFH_TIfX&9Tn_<Rp0=J^TLsI|?EALrLu{us9~F
zo|3}{NGU23+I;&QOmOndG%yAb3@gJDss-s#{$1bNdJPy{KwzN#LKjnls522518_4<
zI*&Yk_V!$nUZT=c!M~Ykp#u&`23V5z&kON0bXrIf@2sxGi}0iQ&s=Sb0D_2g4pu5v
z!;JA8G$wyO+P4gDGo5!3(JiwHhRh=k4gvi<xN#(gFROvwQwpd7i>13@+#AE%-rX$^
z**}#0ePA%^bnWqB!PLr4n~94cAHVRi4Y{FbvPYk`%YmP{%!-ADM7aCldhQA*$HyZs
z3@KfMfbB(bw;S*-Y)ixP`UvMCgz+jX7O@BVRW5bi-Rhi?VPP)-Yt^fCA`E4bY=%jH
zeqiN#PbmQAjWqNk*XkS*QQ!XQeK7j2$A`Z+K;ZZ6?a|;?xYip`#K$iExpxafC{!Wa
zXRFMhtJd!!ti`IDn3^tgr{B#DkBK=0D?c*=WrOQ3tM~HesVFItVFAbhNEkTK0#O3O
z)Vqcp^9Kk)2r5==O;Z_)RCz76$4BlE6`p}~#B8FR?`VI8clBHCqdvh7_n#FDaT-WQ
z#eW`n2f(8s)-PXMT`h!lCE`N6y15xbR*uAU$VP)*gI+vF7SC<X=&|SgcP^vgej7mU
zYu1zUQjQL=3}Ca+g0X0ZMk%|)edhz{5s8!VtQ@jbi|3cMt=d^0Y(N@DATU7MWl%4`
zJP$2r1Zc=*+$5&BUkjxY1q^V<(!#O5zaQpn<*Y-mNL_!wwrlsmJlx6K5W!I}GxI!S
z&fjd?&T0ZjBP4XU&$$?464$M-H%ar=5u-WY#?ACXkW2Eom8+l{UD=os8A*lMe*>?z
zu@b1a@ac~K0`XiQ?{+GvUi2uqF1{7W<VOlXR^Q6)PeP0-SCL;55rHj=<~ys1Wul>`
zPRY(z&>Dq6(g2V{hFIQ5Lk~DaMRm2L=8?h8$aexWhqEwrge}Ak0)K<3h8I$KKYT8{
z<^URSL8pccr11#=4S{45qG9FFa=>Ro_%M5Wdtd762#`&K7urEI(<`ci_XCyD!HcgY
zp_rFAFCR>Q8j95@lShr2Dq5UBfNrn{jU(QNaMqWuJvus=?}+tb=E2QCv{7_yd{Il4
zEt8fAEIv+M%RL8WB92QE_ByK8oLd|#$-T4lR?yP4_#*ucvlrXjPGTN==Mh3j*k$P;
z7i+{;D34V?6L<)6vWN~ahg!nz=g*&KE_(s8x7eG0w$%0;8BA^fO4=ph<2~{^6qJ&Z
zvRmq7%iD>=QrK^PSDcAeg|GR4awZBoH>1_L9+g2|!EB^3wQDn&Ua;@p5ugwaXUYy6
z2Xl3N)<m6`q2is}K3r@X@#a{8Q(9)IB`l*I4%0gHDA94hfx6w&AtOcqXV1S%hxO=Y
zs0`E|?Q;QpOrwB#!51Dq?QJGpR4{T4Q17Ckq45F4STUc0fguns2!hKa`0&qfwV_bh
zLW_vdAp|*ie<b|Mt4WT>QfNx#oTsEjoA11X5~D@lqv+C(NBxY}C%?d0n<7Am47|Vz
z3wrIaK#q+y!m;OkglHAqQN!e9jTTGe{x#5nbzUCe%g)#1X?a7+K=Kw<1Mtw|w_3^f
zFdPRV1%i1!(}dL9jMtDT2+5R?SyalrHQsW;^osdaPD@(ZSWFPJIK6G{q0sluk68at
zp9Fwf8VXKy8nP?Dpr8*LWv1V*>fG`0s4mR2jQFzI9_r3pyKU-hR+XK74&beZy4Pom
zJpMRLeD-9xJ$gL_I@vP%hN&WBW1qx`Mzfjkkt4@L8H)cA9e3wz{+eIDd>OG0NDYIK
ziXFS83yKhpaGC8^NB9h6MPaIrl9Y#s7(~-{oj^joA{X=pHm?Ft4o)we`Ps8)Qsnah
zpW}poL1ctb?3em7N8lg<8z#p-2`Y<F2dFO%4Gql@g@!TOQm!qwDN1V&HnvniB}F^n
zxX=NSOmLaiA1M!1#qdGSulW@hpM+`N1V#rj@r7&Gmjx#$C&2>P3|K;bsQDF&C`hD%
z#0X%qnt)Q~4@^2@$>!~!lMM19jC_k@{}%>jhLUQhts>N1Z$qEP>guY@!k3lFs+*{3
zaGl_<Xxu)c;4Wfn$AZ(-(=$ZpJ8&i?jLM~?C^9m#J<x|+A9`SmTM`}g|D1#Y2X-{8
zj8&z(mD5*fARRn~R(EuEZUQl9ivc0T8eohTx)PD#a@#oXUv&TuRf`WX?TwJE_wUhA
zB;@1cyH{j*8cIfdW<8hE%WSQnOnX*CXuqMWOU*K#!!ho{g$rmtJ_;}vG+lg9?k+6U
z7`gD**Yhp3$QSBsXgnUY1`A~bX>a{=pdvw~={2%C;C)?TdQXu-!x?0X&l&an?BL6U
z$#DHoojP@q`;7JWj#PMu@ZovD&N?&Nq2gX-`js9jk$|oC(ajqY{#O0W5wYij&mC;x
zqJ6Z1vg8d#DK=maK>e+rTm{gX8n+!O!2bIB`;j6g!0ngB#hGSiW=5)>^48ba2QmBd
ziPJ5?|G2E%JURJfCSnGKQg&CAxr5aodA>eP5Q)(e78X7?4toYXon*p$K=Dv6SzBHX
z;H^FQSib=d=-}_S<7T7*Xk%7(8&u$d?^oy8EzWV3%rhY&p;IgC<2D=4YW_g`GCm(l
zkl`@B2<DmsxfG%za-{kKr9&xG)At(9ZEcE1ob1Tq&HS^smjYmJJ<Q!ayjSB^Qa2n3
z?KhMduzN^%{aC3rS3-AZXCqXT>_OHXDvZeGEVG&9H>>w_eAajMj*jn}&EJda9J#Jp
zoM{IWEL!e~QM@|Q71Gy6OCioYI{f984%t4k2bx$cr2OY5s-IB-*de%AIi%JODLg(2
zuuZ5})FFrX3@JU<mHY$bEwSwEu-duX^~AiF`1p$I58|L`E425vx3?E*#eDJcR3j9A
z!DOXrHUr-psFzaUB<=t1S_8!nx?JXwLyFO}1^Nk8A9C&#Wn^SrTx<Ejkx1#}Y{n`1
z_WKeIlgRr!GJo<Vp%FM@Iph6%qVf5vv$(9%WW=ZX*c(A97L1;Bbb<NTZ8p{N1b)pO
ztgbHJ@rcUvM^|ECN=gcSA{HJq?QIr(M>&1FQ>dX2_peyhZnksLP-4`DMMP$hfk?X$
zO9VnrOf=8P$mq?IgZaxTscD4+e@oD#cm0R?JnideT1SMy);e|iG~qaKcO#Z3YTR{3
z;I8GzSW8}x?GSAKoG5IchPVi~NDRP?*gS+B2fJwZ^l1ykf5kDdhP}^7ZEbC<A<%h$
z?q4#e3nLzyz##e@f?-;@CTTIiIa77l#ig{TArtEQKW2b2a7G*esNmg+qzSKY@S(+J
z?GUx2qS#(RTzKQ(UHf0H5g&#+$NC|IDkyo58+-01XQExE|L_k<LjDJR)h{!WGJ+jI
z1TF-wH*g~riaQZT+T_!32-pNwY8vL3FJB@f@Qx0))X9D!q1OpJ@R<h8>fkeL0^>)<
z$J3Q#dFnrpgz62YK%Nf_7Gw%9&@VDeIw5)_Kta8n#;pw@yMV#04-f_0E9}1ep=%S^
ziuA_>P!AR;UjrXWG`_L10hRUM`w}7|_gfRh^=mQhWtKsgWru<wDYXcJ+*xUV+Qrea
z0g_RKJPnb(y6XhQK(z;(fxT6o2ndJM`QO|^=m+s~8~W!LZLQ(9d1oefklVYZrKF(3
z!^2T8K#2@1+?^4Cus4Edc>iDSMr&IefyS<E4ZP2pvPrNb#TJ7~BgZg#*cm9F60EGJ
zAR~fD=74lz<L|Fp;=j$yhlY8O_GbS8Dnm53Ye2aKK_l0q!F%;I=r*;q5Ra>qdr@c~
zoy9}uPAAT8qzfq$)UnTl&xfic32=u{?Qg_YK_?&FuTOF^%X>Ab*7HD=+xb>dc_bt#
zNJdXDVaNf<QIK7Q7fKp6lPJdD%CRoctI%?)AA`8<1N><uS=_yJ$N{XzE2Yec38078
z7VuTf0Yu3*oENgaBQq1xE;H!+dCC(ty|NMrb;P%q5z-+(_&+2-Z^^d=Bgy3b&+pCa
zEL@fB&CNj)D5#d#8?{GW)eWuPXl9^UF0~vcLxzb%*Z|`&Uqd923UgQ?R=S*)mNpG0
zkm;7ox%B((Mq0AIaFUVq7nrFwP;Jhr=S>0MdXAjD<zHt6X=MDZr};xGY^<!1<q?KL
z?&DV~?z!)j+M;;(?u9dCjM;p2+!{juYry*Op*4fTe6eX4Y8t$`*<__4l4L<cf?ugS
z7!hP}Hjt+)?5tqiOPau~VQPo?pOU9N7yMh@fJJe`c8U?Qi(6J!BPWBwu_**VD}uq_
zHp<3*Fn^yv=Rh2TFfT(nt|%%gE0-{PjR7^r?qJUzIN`tpxhy1f0S0!(i8!(w8X5Jb
zN}tW!+1si@=-@JDW}E;}hCyZp&{{fdB2esa0}6oTss{%is24ExBCH9I0mK@3>8aqS
z5M6%orspqS^aBpZ-v0h9a7hqe2IOonKH{zcSo{8yuL=Y)Ko{~Ee&odjcM(cXG!v7P
zsW4n@y6z;xO<xS|2MP<K2Y`DnG1PVU{a<wi!@-AcDtE>XXKP+zyyZdy4%kP9T>t<t
zNI2d>kTssoHE>VYz#z5I`pFZH9JN0WnNFWREf>0E4)g+z+(BHW95@V6unAEb1STW-
z|Fs(;hmTwt2MH1xvcPbn>>!Z_&jXorfmFr+hc~iV(q5aQtgLJg2^Y{U^oy$#6PZ9J
zkE#0j=x>BT_~3meS*Gf5^PX0frGz(GrassuA>W1^G8IU#7sL?Y(D;Iyni`b7KRR8M
zn*(iet3d8s2gMw@rwRJp%dqm*+EJH;g)f5VX@<-LA!frmU4}C1|JnEe=^}m28eD-{
zU~wZ@6`Wio4TKX=2fP(--Qq8hK=9em%GAvLf_?OZNEo5Sv;eMt9zt}0tfs*bgQ};U
zz5PpQo<&k@*g_*99RP#m`u<kYT^Au21bu$iF6QC#^Apj+D8N4Z=T~z2Qtq4-kVnd1
zSb?b8Z&3)pQp7Te_dOnfsn-ALYaspnCUr7AAu*8;m|MYZmZU&h54@`V{v6e=hAgIJ
zx6LCSdl@eQaNWPMlFScab@=4aC$YzN<W5f5%zN3<K9HF=pZ8jHfRQY2DnqY6*-}QQ
zV`vodi}!)w_CealCcnAeWIj6iWfI(o)+p%YFnIDLYp2L+lwa9b$NYcV{N`zO3CYNW
zkT(HPwjGehwB;orJOc3w)0H4{Mfc4=thQATe5MQsKDs0K(YH7MAKqYZg#r;OLDK7?
z<>6bPg{L_HJ-L|q2>_NWJHT5-!XpUM2JZid0`k-PND=r*87y57dJlf1u&hiT_)VLe
zn|8aa_Yq!uu?PJ3|I6}YG|-jVQ4Xhw54)#M<EhL;6+RDRvT?Rjvh0y{z)Kb*0N+3{
zcpZXudalX*N3{>1{8<|>yTZY77WKc|-uT4=0cOr-EE2(e=Re9he?J#I+Y&d`#f#Zx
zff(fV{#><oO2)>lKsqRn>FDlm0sgA@A)SEfz~V21YHe1GyptLYQ1n0Q0tPtr0D_Eq
zl5nIf5dG}qerTz$Qs!Y&!x$+Le;`{qg#v+Rgl+ME^533O-5$kDLVPFa{^1AKv0ql^
z%=9`-+A_rAx6*+0vkDy^Hvl;42|}Jo(|TcLh0DzbCfnTmXzbr+bn%9nh7XRSgV)gm
z7OL3x+h?ho#YHn9M`)}F0-EFpH8%*VE?vG%0N-C8;1G)Q=U)T`kuVC|p}@PKP!AqF
zkdc+G1Ho#u?l$@jweUq-u46ra)nOrX@fHB?hZOVf2D0NW@aXx0`KpJ|u2b{hlRP2K
zJx1CiL}MkpIy(AAgDT6*?-hr@fHj1CgN!T!-4+B@gIj~R?_i{m1<Bz+oNwlPSouZU
z+Q~nv+l&j?%O52Gn38jHx&f_6#YrqeRu`%MU3>~b>z(9Hz>@9vx6Q4ls_8(_2I=zv
zh!=4>U}vDg{sc_+dYP4#l_@Pq4EXwy=@qJ9!SxX849!Dg-UNjUO|3LfIwuss{W)|9
z9*q9T11)asRi$8yKm^0jpNiw{hv4N`PXlDUK1Bx}ivYtpe5c%Dp2)N_F7;E;r%#S~
zf1Ht0nBO&DBYMB1_m+O4`46wj2#!KR+6&|~Xl;SkxOzzW!E;^|FeQO3gPXD+Xfhwl
zR6sQ3a%5ZQc~WHAWCiVaSo+}5r`0Yo9;K(#5^Jg=&8J`+rlBJPA>1luf;X1}X9yOm
zCrh0r(Bo>k>qgoXf1;=}zvm_RNg4G2d2i+A8Z(G`zwO`ndBrV+YEa918%EkLih1oU
z<G>wss`MUo0}IP3Nr#gfVSjg0|Mw_>xN`FF4DBP3A2-t7^NZU5Xjd)kX-`X8=#V4h
zk#vcwx%pKj7_6CxV!YKGv-TLZDZn}(dhXyRYP}v6>j9vRAbpS^k6yEfFGyj&WxT^;
zP0qkD^<aRNvHvzUL@Cdc^CU1!tRthMSSzvi&*J0b*+XT4?{~1b0ZI6$E(drLvw`gJ
zwmBr^M7tq7F|T4HKzH&TnYU8jD?Ijew60G?A7$~jnfX$WUnfRF;-Qv^BP$O4ZOYBm
zSvU*;XS@}=fV@0y6DkUrEJsf=x|A_)K*Sh?tiFJ%6<bcVNCXDp)!_&1tgPO-hsae8
zABEzkj120<_wUBr%Y($=1|#%1xVSouH{jk(Lu1e$R51W{hn{TJ3ulpU7=96sncq3o
zI`qWpU{X)S<!80Sr-P)36EzLZ5;p@QBg7G=ajay>(@29`gkO0Jppndxn|G&tA2105
z)Dg%)7W6r*gku$zl<E;mE<09AS{fOm1cjC_{r&xm|0;}h?ZB9GadFXQf$=k+oLr4%
z5I%%)CQv^E1fF!IfI<*TBTJ3RX>E)K0tPu-E)EX)&F{tY0M1I~-DNP5h=i*B6@dQ%
zRm@*cXaYcQ8UpGBd1z4c`v5`A|0X7kmZh=-U&pVN=xgFFT0km>-E5G=tlG6mb4*b|
z;S0<-D+KTQdKqS8A?!iOyy}alryuw7QW&Zw2)_iNkpjum+9g3kLM0nkH+)cwlNy*a
zK*{O6{T`TzF=Ve4Vj-`Ghd`m=7Gpd=u@6=hJ1TUkzER4P%BiG=+C9{X&3=wCCN4ka
zS9~WkhUCSNHT2*A0oO?;OAY6)FX6h50#8LxNMZe>GyWuCyHKH!-z+&xO79Jr9}Qq!
z6x`{cUh!ws1ZcCTfk_$VVSV=OS)`Kz;<0Ewg!9rm(CPe5Y6!?;en-1ok0j^5OrE3(
z2_>ZmLRCCc%Y?bCDP<Gj)9?w{Kl>{MJM35h3XpA|1Dh7Dga=5v0UF?7XQX3!^m{%%
zQHKNx`8x#_6&YCBhi*%305o7RKR}Jr5QL%st;&DQfkj&(hcyAa+yM+k1|_{vIlOK&
zAq)?wtMv!T8Yb>SIEgGPSlwmrzpVD!(A6|DGIBc;Kk=;rB7I(~s`Bzn92{8=b^lLo
zXC9YhzW@I_ds$KmMVb~x3T5AlBuW&@k|mU_m@F{~S)&k=5=MwdB}!z;*kY102r0}U
z*`knaA^o23yUf|Xzw<qRe9!$jf6STTy081XKFj<4+CJY7@}o}p6>aV(%1M0SL9)Kw
z$vkT67I^wwyY!kDa&E6XyFPpd<YLUy%5OL}k3H_mQa<|R+}1z-al)WweGFk>e6@I#
zIRPY1o`W+9+p(iv{7&FD(v7TiAWB<bTNo3%M^#%P=eadJByuD>FEbeMiXrClH54Hm
zwJ1-*djJZ@YMS*OWB7De<=1IJg+THeA6`G$c>VfywP(;|miz$+Rc&Be7Nr<!)%3$G
zqodl!PY$L-FF1JoemZdP6(yIe5!Pf}cF1$z$rqL?`nE6JrM7LT+v>NyOL)dn^br|{
zX*?!g4Aww4nhsq0Zh|Lr{1ZRDZY2)M&_Zy)j_yBy7IG8%5d`1MR)&3oUhMF;pW}*W
zd#C)!KK^+JQrR@k_I7Slitp=#%=LqH5+dT)FRxAsJ-Fc2A8q4bu@+bY#j>|1r=KL{
zx&^(<E%$5L*@IuN9WWdl!$d(e9<EeRSZpCPe{ktPlk?coDu$qyADLmJZKXHfK^rIZ
z>2~j?mwEL#n?)-fcRl+_Q5p5mZ*11$F6MpJP`t=X;@P>#(Bf2#^OY43Dh=>9(6HvV
zIE5Pmi_%8GnmzbsBQ|W4fvt<MH>7>M`PL)8{fDIY8o*xjA~dF5fvu|>f(n{CBAkLZ
zY&hiVtks_(C2~6<@m8!@;TIWk*=zdkL>*B0U*3Pkp1tbwER`QP^o3QVnMu4GGB_*_
zY(H#ivhJ|+7534QpWAM?OPf!6`y)}sJoio0G`&Cc?vX2Y89(6Ug^5DE8f7(Q?d8p8
z81&MCj;C(+sksc~m{NOs%1at(QR98l(~z-r<H#^)R86y<PLJ!VF&LLvdMCf<E{jWl
zYZf;uDLP}}Hm8xX3oseHffXHDq$}glE>#CP$Wkp-jKk+G_|b|t90E`8-Dgx_%U7gy
zEthjM!47z8zk%n6L7{<fj!OHT|0BrS2}Hx&yUy~SU0iiFJ>|PXp%`xFrAEKbnWF|0
zYMEo@?A+DI({m--%ur9rt%0<H)Wds^^nsIp_xgdp2zvni8>s&*Q!%&}>-D>CInidZ
zP6?Yzm+%|JzJ{OE+}%D)%^F}*7)>Pey)iZwB8dj-mSa{^Qc~W$Dd>;0d55Z!CpR?0
z6%un6&VAcWxX$;HVQJ<mz;}V{OlIQw;1ls16&p2-&oxV{c-xGT?(SwiH)d&3l<4+x
zR^CqLXXF<-4<1{U^suLN^`tku*`v6wLKv0&{NN5{!tC4K9t^P=@9N#hbZd5bpQJic
z{htN$-j>ZTo*%sn9igCxJK74GU})8qelh>fof%6wChf|Nf-ntkGUovh$(7bhxeFS+
zgBB0AD><hlm^S?vE%M>g%F$UlB<8Gk{Mw_f&Xzu`^ERS<>W0<cG2%-Gc%YJ6f4hv8
zzG~gfRiM*-cYcpem-=T<YgJg_lz%sF!KAJ)+PsLe)J@>HvI_$3=9B@APF=rR`Fj)a
zv>B>iTwNz@{$(n7*5Nnw*8L8S?B9OtUJ?+5G%7ABvCzE-OEn+0lxRw(uC4mZ>z7lA
zXa*0NJovT|P%>o5MV2hHpI_dHt&eQG;OWz;%QLeekR5%uF&;YENsDJ^myzDXE!a3Y
zjO>XLrLJ{PjV-M^TYvlH*=gXuwv;Zu+qO;!xLnmMXoMZ6nKM>dlrS2(XDADKk@*pn
z0i6cyrSdN1{yr5Sxn`HmM3Z<maE6YaUdpd=byF_Al;_c&!+%SgLQVtNOF(wiSh#Ot
zO01WB4vs9suP=)(jcr-&s$pV(exF)cEesse867%)g^BQc<B(t2f+n+-^~@G*GH&eg
zL)+x#^6{ivA5=r46a=Y9Gb%gX=_&Qq)X;wY-Z;1NE1P3LHn`|E15M@Mu&RCNTYqC9
z^V>7XTap^@@mrJvz@XhG*;R%kEx>-UbBd6BXe**xx2pPE)=1Sh%QC+<_2kmZGxzuX
zcJqp5tvG6&aFZdn6anue$N%bYIdj&wdjdQgCL99M9tQpx__@ebeBiuzK_ppXt{)uR
z4TwxrYE7SBtY5+fe*REWUxw<vd*VajdKZWWT?s05InQy(kl&nbDpt|$#{g~7(J!;z
zvkVUj-A8FwyQGO2o<)gvhc>@M=Oz7K&gpeh5AoQxy#`B|{v(R=;wdiip{H-O`4)G?
zN#GRtdcc7Tk4u$>W_jBP#~gaX6e;4YQV+FuuBVt?a<_{l3_$TTwkRwq3H_(|h#Eh=
z`a{D)i<Yfgq@isw@8hfSP5_5MN)diWcMpy4CFvUVR8=k8{OE}hcFo3(>dR6LwC~@)
zZ!%*bMfRHw=TB^%=Un(HYPY3-QuZQjiDpUr_SN!OTv{6>W~XCbpTMu(p?@c>i2G*x
z!w-F*JvhMcMt!m^PN|-ml=a~F^OS1w`8$=cG06{3{`b`yw|zwRA^{wiz__oUS+a;#
z!>B_C^`+m+O{rN_6cjv~$N@J%k;c$K+b^`fJ(PH%m)|@*Kb*faXz|bW6why-P`_XD
z?og1?-nSwpqFQL~n&;Zb4ZKgJ4|2q-|GVd5S5uH&c`9pzxYdIl9W^T~N4I~rEKH<d
zeHdt~R;>l3B}gh1m`?3kC*~76hnBtl8{-BLnieXOj?_JNLBxNqz}PvjGqprx+Sl_)
z0TBD2Q+xJP$=x7^pdsWn^Tod?cI#}KIIJ2Yi^^S_kuH#Ix>#LP-;~6g+O0OUifj~;
z)nm!$qxV;3B~Q8_VQmLhn~Z4fCX2Ht_2%ZRGZ-gKLYB)~n7D=!ZM!Gguenzpr?8^N
zdU~M%ekuw;1|$`&LRYCNsx=iXGLmSiq-flJT*R|EG5=*##W|Q&Hmh7BES8-;YxCjN
zpBNCkDbB%|mR?Y|nSOc#f3g%QQ32w)(Z^<PyUisV=v#|sCn$8t9q(?iCQ7nqm-BqX
z@XHT9uI*CQZa44MA3eY$TzpT`HPQKuczM#)!O`>b<;&-R>##NUTu>a$x;W|FG8Ow!
z<ximxchJ`Ri^qv6TlY^ij^^If3Y^?A)I{#tU8Y~}>-l5I+xJ;M;Hgp>LgYQ4b&5gb
z&wd<KK|uEq?|eHGOG116UffbuZ`J$yn5&?IY!CzZO{vk{raDImD-X~JLl}^K=JSgK
zA_7BgGvnw7Wzn5U+o?g#ypHjx_9fiZ`SzGV>?ELtDlWIjK5<ZQ)?a8fLbJCf+mMd4
z^GWuuvy019V0lE<+J2^~v9W7;fZghz3*YYBci)4MDQP{C^0oPDVf}k^hX`c*WSi7v
zoo>3i&WlbG{c&7bgxlSglm%1gXgff%Whv2ZKAZTE#66IvWK{($jm{qn%F{qN`=V=^
zAL)B5P6J_D`(m3u1_uqYocCdV&(stR4Fryl@u!PUJGwTMIw@}0UPa%d`?KomFW&vr
zNzd`XZ$UJ=j<4nzZp{|eq&N}(5SEhKtpm*1xYGe{`HfUnb9$7&)MBpPazAS}YwOux
zdfW{ZElfVsc1}dnK-c^1q8%51nhgq`e(6$O#*ZLVL3^gc6d(d=C)T3Vd2c^_$Ph&q
z+81JyH`7sEYmY%2)CU)g-LxCYEMoMV!dEebuc!KqLbvJ|u;J!@=YjV2tNRVMQC5}1
z-k-}|YIjk|$~ZS}_Y3=b`UjxvgemtF;v#11s(r!Zn{?xS^qFHlUTk{r=;R~`J?jAS
zLksx^;W7bbTbs6DmU7?J`C8(kcJXg7@*0v6Lzs_GYeEk*fJZAxkR&8Ad0CwYke2qi
zd)CYAdulRT+D%HIrrhKbw#hJwh-f|Y%coC+5=NX2Tq3faQ|{3Al3;97YyN@-8MI#q
z{7%2+TSFIEq^!qFIuQpLw#J$+AMUmg&@bZfMM94gY;9wE$E!vl0dIxwGo4ky?B|=^
zyk5;<=Qz(T&VF<;#4-2gR5*9(+O{e6RE7z)xrt%lGOp(23>&`l?Gv-I!Kb>UE`dJg
znvVIqY?fNXH#R)eD%bqMl8<`8V9QZth8B`m)JmitG=;&pD-ii46Ubcr$H^mEb0|q3
zau-ee5J2L>InXDvN?bEoz7eW53N2UGVpz2xi0uBNAvRRY0$fV&4&{+UU<dUu;YjJ#
zi05?uEG$<WF9t^gu$*|SdmLEs+m4(Ur>3gCd!|+4(yxX3DBq6W&MU@R+gMlEd&{12
z{9d8o{UVFxp_5!7wlSeMejKrth5Hex*hQo_-ygyh9zuZ-3aFO`CzN@m{?Io-UCU>N
zsHmv*?50jNS(c(5)YbR?%y$M2AR(s4_s{qVerTsd7`>#ZFrMEzvVXP{bsC%-$w(d%
z_kM!vg%*G=TB9~EZhBcp3*U(h`|b<h8jJ0eb<C~D>bJC4t65w~UAi8Zhr<ih>cz?f
zmBDRnKCZbHtuIQBSB>W#7da{iBd8syv(VrFA#B961e<*YTs|OM;J17r6^8$>!!*q}
zlBlIjVH!mT)d*9%bx~IXifcpkbYJqhGZAMVv7^sad>9KoQb2iFRa0x^&Ml5Nq;l?`
zA82K;-x>{WI--C@snbtUb}^_gpiSav`}XZcCn47Ma$VP6*msL8!f|y{v4U+s1P0!^
zB{=5^y8z9&(RFBLGxdXWD8=ZG1lD4ri1Hd%hF5r=DYq#iqBgejQX0BeTs4SVbvLp*
z-2*d~%ZUc^5yLiZ2IWVlCBC5N2;xxLhi0j$l_rEAKj>;!`e<E;M~p6L)P^N@j@0GN
zAM(2B+G3DHf-JJ~G?1jWDNm!w>(4!~k*to1F+|<g8<Q!|Y;nZ54SvIjv&uhgq?ky+
znaK<U^?baoS;&sgyfZw1Lulv#D(RWC=2y<!sU$KIjxM1ocbIQ>?--(bWYrpadJT6M
zo6JLp{G7XNy*GCI(AePx@)*=@zV1F=%=+aP?{g_5BL=P4rtBV?VwMDe(7%5<`1$RF
zJCb9DV(3RoeBj7m1jnc;twR2pAlCuQzwYj_gIOrW9}q!pg>>%N384TsowpqEdzWcf
zTZ%m}F3)fF>~l<^>%R<XA*pA4;_g2BbN#>O76|t(GD#8JR*~PKJ%$8gR+ha<T~$@2
z<bIJ$fsEg9*g;K!fdW4j)LpOJCF`Mo{L=t3v(6yj+&f_&K{egyJzd}NYgOYEmo^zD
z7{Qh5J;?Xqb?a`rx3{s;hs@RdfJ=AJPjN0&?oK#4H}?6eR7M;yRBW;hPS2frOAw)y
zV%bys0^fXImcb_Na>tE2G%oDd8WGk2d*|;QnRfWcKYN0=G=H*P*$CYp!~xvau4WOj
z7mSSLi@#IQ%c?W_NV3qKLPOoSRV$GdkVLR>8sa1Oq^+Aa?LM5s+#P6lFB&cA^+ID7
zZ|453sP#?T?6|mqfdM~PM<IE2v<2FypF(Psf&kY40z!I;Q^8E!qj`~I?N44k_4<sM
z{vUGemSxs^<#SKm1|7oYbkrIYaca?<%wR8X@>q&~NE`z^$ixU*I0Rhye@@yH&#&%<
z)mfq&heHUefDzq`P$OoR2U6ZX0q^9{iDfC5y)LAu3%xIdCE6$?!HTR%TWb~^-pbzh
z?%;gQd;2FRzb-5s5pQ7Q5m+AkI3*)8I=Yd*zP@70U?+lM#+pao_2T>7Cg@B<>HY~R
z0m+dw_r+EHj1lEuBI(<6zBE<3UR%stZEr$Oh%yKdoxJFsa;&Q9ok8PzA53x3Rs@HH
z^s9;!Fmg8`GXd2`{WQNKLw7moHLCZ*l&i=54nNM8?81AgKF#dcH#hiPd0!Z8V&(82
zXu>!o&VgF0FEUEl*19OlJK0sCjthVFjpyX~lv+sAWp!hXUe7LU(7t^mHf-V;29V>y
zC6~jVD#7$wRMy%^V>2jVM23O>!-!W+`T)7!FyXC2VS!Ri6*{@5yB5cE3hNs9)n8sZ
zB~-esKRuRi?>xhB@g`~I#Et{1GjgMjN12(q`6?8=^b-TJ<s>y;R3}g2-2qWTKU$<}
zVQw=#PkE7(<YBW@RU1J7*yRpO0&nH>@*+f4Ek)*)D<IoDH*Mc;<}OFDt<eu$wsq@P
z9U~=OWtcLQPG3Xu5I!q+n~REY6}OT+9ynDkl^SEZNlw@}Eb0uuTVtkDBvvo(8W9%&
zgr-Jr-@X>GvR=EVENq%Ga-fpTHLtPPc0^fn`U!F2o~x%T-!<er^v0FxU}DmKYzhzG
zJEu2guMqvZ-F}>T+n-ROWx$_fpS``T5O%VGUe8-j!>aDZO&!+A%LI)aJh68W^}jF$
zLT~!?20>f{UPZ3%{74|?=CT*DhDEitQa*~97t4WaI)#uE$>SPu?KO@g-;ElcJ@}(E
z?gx&K!zV4sgZN$TK+O2Ko(4PdnoJW$KIl12Y>7w4L2=)oVB{8y@r2Stw3cQOj??a-
z-<9(hOhN_vXGQFZ<0<o^EN7xQ+?+KPk67nO78lRQnPCCh<f#=xlSnj$LlrA!m~gfG
zFpDr%*=}H7wv4l8{2-sO-&hFy;9ve^tB4#<6C!(H4JHD7TDpCd43Id8;24}9SA2YM
zNeVQ#OZmzURMwF~+NFpsF7$kjWGSs)uY-*zLX;bgh<6=LETA>gM#sD^Q-?nR;Asv!
z%2|W0BR+ooDB1+^bRTVA_3Ew|Ak(bdsO33+#vJ(IaVKW0K=R^uAbf4b<riRrUUvKo
zQ5}lTW#x;dI0c2Td_4C;&oFIm?Mb*gqPqD`h<(9X5)Dv%N*+Vpc;ySKl3q*ubR-YQ
zZRQ~92iRCaVA1;og@!hiyp5?>nu{_ME-E=yyK+QmXy|YHOTRAv>Hfk?ySrAtPg+_)
zu`rOPs$s(&%Dc{td2##TIy5oTc}d_00YR4RW#M@dq|2oiOw!smAs`^Fqj77h2T+Zs
z8{%X$b+|gSPOVzI5mXB~`uOE>Mm8PM@-=JfViUu-vx$UD-c$4DmJc64mN4*1WHr_C
zsM_VTT-SVI#be)=L2lfzAl`92;8Vg1$+SVwX$3iD909r6)4Kezmhb@3J+wF4?37(P
zW~~*CjvRgq&24|GsskD}>q73*;0E$sarNlctkYoA&n`OHxJc%bKDj~jj^{3Fc;m_(
zi@`yk?QN10a0rg8!+Sn~n?(k|uOIIEJiisM#ioJXi~k7&yfSG#=4<gKfo!b+i9n)=
zt*53RS;R#5P^kV=8XX+r$(RY@$4iCYW8Tw;rG=Lw5>5eg2%wk#jdH0JrKU6z8I499
z5W5)DaH63wBEfM@^Wk-Q&&El$+;z}G{x1Qi&r8O(;DKrG8F`=-Kvl+#5Cd#x$i~5Y
z*AgWs9HpGSL!d<ZoVs=E7881j1*;#u-VhCI#Y86BiKUg+R6p6P#6_+#%%T*?JKWe6
zO-bXXO-+nlsW@bFWSmdt?alV{tL4)5tdqZgcdEPT@0uqzTtvPu-`!5i;le2R1Y~wh
ziIp_#Ba1#)e!67S(f5Au&L99U7gE=YG#0$Z9zC@ffh)g0vmuyv#h$W(-DcfwA|fD`
z-e5FcFUNJMnp56g*(Jp;;4g0tN}=ng0B&{A(4ln{pUTT8p=QT|a&WeFr%qbHDI(+~
z7tS)^-Sj`w=GRAq<hI0Y<hq~6x%xbL{MhyR{I_0})bDjXj#KS^LS>k9cInc~^W}x2
z>ym*(fnwjUp9+$*IpTQ>cvp`KDKj&3*|_#=m}5NQmU?<Q?2~-^c@jctf2L|G-(fJc
zjtFrz5EkZi4@5JuGD)Wz<!SR}xjzslIAKnk!lI%OD49J%8j{@#(kEK{#qV+kY9Bhz
z!M(J!w|0+)8g`*MUHL+{#p`py>-mwhBr4g<YD~nTLR9p08q)t)uign3PGPf0ADJ4O
zTmf3@Iw-Dp0kcls`jbM-#7QA%P&6ecv|o_^GQE~9C7^NT<go06(@eBphOCOy#roKX
z`mE#J$C+lPRV8b1qJxN)zP9-XBt=juvN^MONUd5~FP?t=!o7R<PB<s4LHS#`@Gj;M
zvLq*|bGpuQ>|U|`tClXSG%gc^`JnF@=PkVXm*!}2H<JHb?+a!zs~L+UQBZ{0k-;dF
z4`gc{yHz2ktPX-1i!kYW)o^fniYF?40g2E1PNJ<Sj!O+3a-j#=C!c|vTt<(sr?B1p
zm>r%f4CJRDrB1=?*BdDiMHAWbws___{Fbl}gAN@)91yBHH6D_y)QkdNi?H1IBejnG
z#>?((ZK=1ZyOR!AlEO5$O%=4B;J_-|AYuQ=1EDQL=7@f=IyrKedADA@?mf5cQ^NRS
zvaC$@fMja<@!h*78#cC}L@2+ubp6P!Ri;axie?1-?#y02dpahJI5V#N^Dj7kJ8!me
zhI908Nv^A<_ju7cC_n3;GbKi*+75B+v#qNVF*MF4(xlljIDqx7Zr=P_QPJ>K(TIpN
zsZ*36ov`rm@Z75#C)Z=*Bf7lad`Wa-(^`XG|2bR_1x(djG1PogTx>pbaLN4PatB?Q
z&42y%f5>gfxT4_}x@OIq<eia`Ch<ePy%Um4UcLJ9T~wl&SigVcKi1l27ScZgENpRo
zR-Lw&oa33&RP+<dkCz>?lNc>dV9!nR?GN)2RFa=Rnh@J_w@3ceQ&JV(U*>hreZ5qI
zNcd!~ZQDdGXW;x6pKB`EzqCe{UCz$Fz*dV;`0vx-J6jKiFsb@G!FHrM8JU|q<$K`n
zz4{jQ$v~VBN+=aWg4GoNroSl@G~_oFb^f=3ZC4rN)uTDa^g!kGMd()tubH;#fA4nQ
zOSdz1WA4w@-AAyW!*`<K$*GGbi>t1hvgPeZi!`8{=7S^6Ef@A?udzjSnQ>U0We#2_
zz-!g1Gcv9jD+)!l_vxusEle0N!0wqh{$$ksEgDThiK3!7cI;UGao=4T$$Pd3J7}i_
zRF96Z)OJfB#Q46~pXW64<?GiS7M2&jmDDj2AC$?~^G_|sMarIbe+JGUF|TgdVWDJm
zo6Vf&<u$rv)r2rC$$D@=gb`TMJL=v<wD>*z`rn0tMK;Pc$CaBn0XZ3Ml4nuJsuyN_
z64@69&RInrGaFFvRgEo;Fcsw=1`fdDtfHW8*pwZ*wf>dt?EW+wiib=O31+&R8j`5z
zQRzCiG}Sp(NB&`3VX6nVa@c1@Ul$jb&<XZY-vDb9a)Gn(VmDBr3x3k9euCSl&-?GL
zO<I!hd-Xq9iL$VInpi2|wyQsN;Mc3iRwnMB>cOv}v+S>lZCJBP9V&mpOHNa${xmrE
z*GLOf`D-j0{wEjzF5aoWQe2uC&#OQG_uuy4_$e+2UH`WdDz?9|RRUOaf0J;x7p3%I
z?mcH3?sPTNrV(8)hsh<K{-8@6QHwgFpvxc1x=bKbDR-$HmeB^H)y|>5`^w3m7lD}9
ze>4tmF!4%WAST3E8-2-=O*0+1Zy;fU><Hpy+s!^an}bGd_cXr0A7o@X#fh%ptTP|O
z4Q5*CDZ)<j-y6cu{u?7!{Q(Ykc4>gHf_9VA-|fYGeVf4b1i*W;rs-ZPD=RA%@pwkY
zWGt@uY}(3c2e*!e?CY58vn%uNc$x(2<cr{ZN28a%dAR(Ibp-%S3`m2rKEb7XI`8Qs
z8@Jj-rX7&rK6CR1kTVL!zfX>DhV!cFhV7XrU{G71K7@W6{a|o|GAg{i4*+W%CHe^%
zwaJFm88_=l;g9-rHhw-#K4=d_F2yE_E+uT3=MOh7HA$*49XD=VM-ga0;gUmcSckR8
zLV|}!m<^Pn4=HO%HhhFm2RmR5Mav#@Yw`GgqYMT^{vlxenU5pfQ2V7i+S#qz<WgEz
zc7c6C-dDk5px%rPdP3dESA&2E;Wcjjc#9^MVWoY(6d(D-7HpwcCu|tfwSTZ<^~)ns
zWZRqAySQY*y2x!voPCC@0fEYK*Q+QH&{;|i%lbH~BBZg~W=oGR&L>WtDl1!_H~~W%
z^u}r#3B&f<>plZV&>%Wc&~0AjK$a9{nOJaWdJpCm@)opt3qId7<rNG?1g>?_jOb30
zC<~J9CC^MU2@tSFcJSD+(fV_yrh%45Sa7om{wfe~+G+FYYwqrT8M}XfAvA~9hfxRJ
zV@qRo+k7d;P0<6hemg%6p#X+P_nzUh!)|rQ4?er%((qBM;QcG*L6D?m@1ui&i@H3W
z^iHsaS_<*e3rK(`zg+D}`F-b%b0OaGxBsV_uy4M{sRb4s;^NdwUqi!T6lJDE;p5oP
zl*3_Lx7OXA*sC0DeLyx7ujSl@cSglUMMbI2^V8V2`LM?qyW9aZ5OTgm&ML=+D7?U!
z<B}`EMrK%C`WR?cha|d@N`JDcNYVc0PwuO<RIzw^i_}5w9-0Ep5|c&>sg|R*PR9-Z
zO9Ol&4WtmC)XTu2pN|gn&{E2<bevgO<7(|rG+lc}wR=fPNlxtGW|Jy`+e|_+ahdN2
zEC;~R{19tCaO{}|Hb&5`&gHd29Agt^N58J{GXHr*karN>gW5gbRdQ-><&D=M&zz~X
zQSE(5!YRfr2WzN74mOhz1-!(27!M*&VRX$XdJ}x5y|r~KrEloWs-K=;@8`P{tCQNj
zuj_YjkAVl12QLi`G5e6k>40YVu%whFt&MeUv-x-WEvRhqYg122%#);pN%sf{fB-6t
zNE&}?>bt05^C|4V`KdlzZ_ndC<#Y;(#q2b2fLD(vHb!tl@FlyC4=ukI3_6GrM?%1j
zOEtD-1KFeweX6>pVisUX-PgaCHKK#P(o$#G6R~aWHFW?_YPY3ek&RA$q`(J(|Nn^q
zqjJ?4vzG!4Eo>c%^{2IdclB|7->JsKXSH${BU>AtJW&Oe!tyO!nhajkf8R|}^foA;
zabutA>PC9*dm23Wa(T2QA{un-HY$ICpWhbO{fke&<>4M+hD|1URL-^lTM&yQk`G})
z82vXty`MsnE~*yu<`!Y)eB+}cpT=(8Bn|*`>{^;6p|dmD=^<A&wX{lsnWkUq^bxXa
zGID;V>G6pd?H&ni&hcqO@+J9qlCQ7Fo|fP5h+{lm@+0p~N&ULRw_m^IIi7}A`<3Ch
z3$=hoh>b~?W*!06dBmiIf28x%g6Qifa(UaGzC`2Gj2xeM%kJs0+-vog?b32x0;R2x
zb49@6)`4Cdg0F&&FGtW0Ou2#;uaH$xECMdisAE5&5V2_1IV_m2cruFF^lzlebOhl%
zI7Q}Z`aZQ>wI`PbHT@e6_F;Rb`^mI4+xB@Ck*`T2M6LrGYTNz8>!p?VZtc++GtSM%
zND(;H<^2?2Uv)~uol|Jl$u?cjQdaMhDCHVywLUNxTM+P|>!3)HM-p%lqg)u2Ux+s&
z{n)MbbIa#Gd8w7_MLd@%I+K?oMpX0oA=rC+LZE%`B@JV?d*jtk{{Z++gpud@>A~Ny
zW!DylXZVN_Dhd@96><)3=*mpp*T_tB0ugwKi+AS!*jR^zvd2So6l}|(t+c{Y)#}&R
zI>vq&78Ny}3pphv?9x!!n8qzY@PMM>Z1T0%Q!eY$Qx%+i7A?UtiY*Oi^kUc`RN8%{
z)%W*lpd_XOR{A5wnbfO$_k0<;2lk&`wPlyyt~e93N}aIi=tGuQCpeW~s|O$0KHeeK
zo_`Fq-V}@0rg?{7-_*cUf_>AG1wg&?th=thY);`K1WUF3-iSDOF1sc^PU~SqfP(iQ
zPV!CcGi-jdCQXd5^w>A@z#K65)AK*+^h<TCx^!zo!zMA1a9f%y1Q(OXLM3YvZ~gto
z_lPBP=AT$H(|06A!H0=-E&p|1(k_QWqZAWVNZ0f8@|Hx#rOlf?`}%0B4=^JEFG=xm
z&3`(rR&G<M#1nxPX~`S~l(Ho~-L^rCt__G_P$)o3>q0a5KixLX*kk2iZ=tw2(b8EC
z<Cq@_=+tZO+_?$`jyeHV+g>nAF=M|>U%>CZlN#YIanO^-KA0xDX~3Ph)b_)M9K)wN
zDR`BWN#RGMlzJ#SMPg3BUc=?sid>LKR_c$A9_#qN2J+U$H6?l1!<#QEKMHwo?tXMo
z{w_<;Ix}a@8q!KXEMD{h?N5OUORRBvVEL0yA>JvYCM+D#Jgc$3{zeq?Lys0$epy;6
z=b9=+QQ%jcpJQ&RsWX;Cf*!|uk)1BEpQ`8u5L#`Fw>7#!80aL74Cra=RG*Ke#((Yh
zJU|v&IR-5BdxMsB#!gO*`WH58$FhX4Z&U1Yb696e5&J!2Y004ION|r_3|y+L!6Z~E
z`a<`Wq6yjF$<=UODe?$5J&WSXLjB6VuC80`w?TJZ+0jj%T1a!l5{_t{x-Kj;pCvCR
zaZD!>!%48H`!57d2*$)hj|x^*fj)n6N%$SGR?&SZnZ?W}b464J)Esp_?=frkN~em)
z_c{%;5KI-^2WNz$&7w|JPu&0`IMNA@x)JB_==UA-bWs&+6`Zh_QrZ*spCao_JppHt
zaSAU(3q^&oE-I>dL8|(ehKqy=kOnM1IpiJFtTDISWdjFQstxw+*`o&pdGdEhQ*!zo
z83Ggh`#m4tNWu0b+$~dj4mD#zSxtpVEpv{9WsY0_{;u<&L5)W`kh~%pUtGQ>2745g
zl$MVetAm`Ko4w#iN<0$!h+q7@?P5fuaV5IX*nD4LOpY`9A^s3hvRv~$3wb<Fy*=*F
zKxUeE`|;<iI%iH-9SX&(-O-_=p;p^nu3<5>_;N(g!)MQ?rN;#)Tm_t?-ikQ%6RRMh
zDn5NaVtgYO>~wmEh$mnPu(h=aj)?QSXO}TCF)y%u-`XZDXL60}#GyGJAL8mpE3PqQ
z{qw?S&(@HRp2P0FKjERBhU-gWJqjt3B*fzH4&cho)#eI<(*eWQAku2^8b_}t44eLC
zPk(3qT*-46ToR#8W>%Ih?jDL<86M&v0lpkS5o4}r753Y$1EbU>E=#sRHYp9L0L<FU
zZTBe0Aek|qgw2n04EL@@)ET{nRNcb((M}8YPP{wo!>xm3n-SQk6w{!GknJ*E^Qc`H
zRUW7r4fWsp*e*(`4h_tIw~zgAbe8{>4m^?6_ZrAcGdw9yA{&wT5Im^ezqIly*Y6L$
zIBp}_iP4{n<O#az{(pdiW08%PagD^4R0s^>QSm(qHlW9e%&@G+bzbz0u#kWvuZG`2
zB1nONo^v196Y_0NA|B`Na~}s!sUdB@mC=6yPAG#*gS|spiN$wAujWsT25a#!>V2SN
z(RaL^59~Xe>~T?Tpm;=f++I|{G)ouoKp7wAK(9x1ILufyU3F;2>2eCd_knKD5%6YQ
zLJB}wcjc4G^p;3KqK<Sg(Wgj*u=Bl8A=K_ZEfM=Q0;N<@a2q0ol2E!PO`Ce3wwDwv
z+^@)o2OZtXs#_?DXAF6j2uHVqUqRf(Ux75Z3H88jog+;oLkk~92>LcTx1#Y_4~Z*7
zWhc&9O3gZmxy+7>jQ%r<d0tBHbdM$PwR!4mNY5D4c~1?+vunF9foZ{V{j7F*ovhm1
zyVM5`Oh@){6b*V`wiN1RIfPG?%_}|8`4Iilg~e6`S3mbzG_v!axBIB<o>`)r5T064
z>=P1@w7JSqn{e3r^K&B>v=-zpY<?+WNsz-$K5#${5j7h)XvO_)7do(xJSIE_r-ql-
zkdPT^f}xHGPdaepy%xo;%yhuc2&LO6;sR_ntgBJUA16l`^#BT6Y0!W5Zq|)A@7~#g
zYw}iBQ7Up2;EY=p*c?P~!G0mPfjU9^YVEpp#R4l#5$jGE>NYt{B|mNc0sFVIFM&hY
z(VV&*|8cy7B{nlSGX=G8((FTMNhGe5w3GT&RHCwjZxJalI(*6qgDn<q+n%R&5XwR-
z&bMcEWIi-f&IeZ`vIo@r-sx?M!Y;$6vfLQ~sB4>#EVObSFm{VmN)eY3v|K|HF;o<I
zIFgB(`Ssn6!P<u;npKu-0D=tmwV=YbZQIh>HUvuP(Do@2kH<lHU?o5Cyh{I=cdegE
z_>6<2TwIoky@XRYKr+(jMUe<7Pl%wTLEgKVj%I5xyEDz~IkbKS*$TXswTQetd~9ng
zgcRkj_d;CiUZST^M@n8(A&tV%-RIc)*ggrtaUce?`}Zdl`g?ip+viV1u#t>*+roUP
zKCut+`1;CtliC`>B=Ac~H#Wh7Pt?+-^xA`~ZepVnIZQZ=dwz|Ek^OUv{Vr{ir{@@k
zdg7TvKd)FO%p>=bw`eE4r`zbD=g7xo@wlHRXTN0xLJgH71{~?#de^h)MU8mKx4Sph
z(HS$zUlt`D&J|OR8X5{gbv9?KlM7+nL2I}9Fb!C~@}7I`Llb5fGn{+A{QB{1<!{W`
zE*r#gse5|pz5wX?f=7=Gi<@a{&$yy03`)iYC6bvt$TMU8a(ITvZ~28p*d@$f%&rvS
zeVo~-y#Z3?W#SR$d1wXGQg-JE?~khD(kZz&sxTk1Ys0jr++R^f_0^bx34VGuHfPl?
z1;C!i`+(B;ylbM8^|WiwlcIeC(e#_;KD~)eDB<wZg7hG>@si(iwD3jMq^J!#o_6)-
z<;Hvk!tU$4UlL7N?+fW1nif04!&f30@@e^nNH)amUmTBrv4h6Q_!fS05*Nulp#)@O
zbjgA_cw>Ha^o5I?e5Rke8a`!1DlA3688hND4r81o1hK`fV_n(4?N7<QSEwtGI2#t~
zm1&&x%Zb(2PY3z4tZo0bA&SDgfbOzd*AD>Ii|sF``_xprUG2R3@xZh<&}*uBr{0ZI
z=f7B?d*eoe%`<P_Jd%DGxNh_h0<b5TfB*NFF6~c0ynj?p{-vA}B#doXZFCYB9z5_U
z%tt=cInqmP8Q=d~(EHa9JUq{Wg^{M&RB5T%S4E6urmt4lpHPs0_S^dokac5!5F62E
zaq94?-=epFN6uPFno|s-At^r?Aowl^x<>iRAkO~8XOx&;DxERs5e($v^veqk2|14<
z?|`lx?+{W2l4q((z3uyJseMqPgv_&(tz)rrNE_<ts77jQ<!;Jd)LSi3_RlJILB{>u
zw|b`x&XQA@>2`WzT}+zu6>%yGziwFMgpilBNnX8rMd|GS>5Tydss=${s9X#rS~l83
zMmq=a$X$<7CEraTI!Q}AL*JoBHfEuQzP|7BOrG|j7F8Q*iXqM~Vd&m4kBAv)>XsHs
z#st%C%0BsX&u3I$PGF$|Nn7RM)zuAjR)7>aBuEym_@zF9+e$<qL5P1`3}a`^onV#f
ze(;!IWA4aq-ws5Jv4gitRtG(<0rC~xXDB<d<qVYauw}~zgyT>#a{E4i&msH=oBjVe
c6Y;6CJnB}bQOj#sDEK%G7;1OOcH)Zv2NutBJpcdz

literal 150712
zcmb5W2RxU3-#`4*kWi=ySy3q&AwnTiQp%Pjo6PLUNF@<P>Wr+chM7&Wl39_FQG|?;
zEqg!jqj6sMeLwf}{GZ3`y3VV!i^K2u9^dch^Io6hj`CUgO_a=(Bob+p!bv$*5^0?V
ziL_Rhf*gPIV*8{i{zu&LxR#@ujj5xvfxQXojDe%Am5rm7xgp0D6MF}9o6ExdV*G-<
z9A=J=whj^k0@nY21HX;^C4q+Itw(T?jkYJxJCI2HT*QCLT%Ji^A(4?t3UV^)E)m1+
zS9R1iRyT~-Qs-Z%Tyrz_)!2pS&x5;E^B#o-o4+(S{qX6NMUJGow&Zu!^9j$E%Y<4E
z=KiBt&R2eMo65FrL9E7|q2E_lzI93TRI{4i{_>`FaXKtSc=n0g$Gmgoeb@TkJ_c>P
z$#LEH_g8#yn6#&q)bf;?mr38pNPmIirH0rMi3?exoPWL!Z=|3&+LmKIJ!)AW>s{Vv
zr0o6YX9sU}mHHTsv}TK1DqYSD{`0rKgS6xtchyx?Za57!8<hFdQEc3JBR~J}&6_vt
ziakAf&u6T29{rkrD*V#Nh?4h@_6r(SP&<ya(trH;@%}qw{O7Th$LlXnR5!1WwB`1M
zUV0)k)SS}Q)kWs%={YsnL=|;yVc+G>BI~@ZJAZ$|L@%+WN{aOKbeEO+e!H%>>r+O4
z{P=NFNlD(=co&0!?%lMs19uq(-*Q^7jF-~5^hY`?tEd<REgXFI{JG)#fA-;X*R|?u
zYTiEVJo@cxo`Y6~@y4Rnl||<Dmw(?<m6SRUy`iC@ZC^E0grpk-@xh;+4vALYOCrU@
z#E7}irJZ*=r>?F)*;n)Vl^qwp^?pzg89O_BmerRnMwJ2OQ$Id+_4i*Y$rS7;_unpP
z-mvTGvu7nAK2Sv-cCN^*mGXZg>8AZml3XJ(C?ewS&SSSZL`3LG91q`(55xt=o(UJN
zs;(}(v37&9wzgk&wc=eSVREbpqmc2*du@dd{Q(+lc-F69&nV%zmtU`l_wvxE7c>&i
zqj#5<+~wrtI0OV}jvqhn(&fFKBjkgi)1bQltk>^5OU8#|eSFY-%c)bRcy)6nA8b~n
zqo?<dkKa2nJ=&f>@jXP(aAE3)R-XOtukG!8t!zH4>P8Ju6%3E=-nDC;ii!&E{lK-A
z`AfsC*;KhUoeW-kDZSV9R0hiH>OLuNwP{Xfst929UtO6k7PI|EdUCZdl(}g()pPkY
zb^P4I0-oQR7iS~ihKX3FS+|Mq+P%ALzCUXFhuSa^s)>mS5sQbvKc*G8fIuw|*`vg#
zUWwQJ6!#o6GuvzWG2+gPC$5xiY-}WsJ*+H8T<W?#?r&ja^mXp^*v@@6;^>JJ<nQ0V
zx1Ao;sE$0m{p{JZTKQM_Ol!hSCa##=<e*?k%?|jS?<{a4fMp}e*2$^-OXj8eY|C?z
z_T}Z}1I;NrE_W1cB+Y&Eq8TsWuGbhpQdTDSDnCEYuBSq~?S)cQfZnzF^`ryVtp^{P
ziWIre3%zz8+nlYvi8MEqT71B9KsnOhBAa<FIrW=6Te(T3t=wnJZg1LAePrwJU7PVN
z+p?wGd%Nz@o{D?*`OY>I={B8Gyccq)uU{?ols$ILZfZb<^hjYt{*@8g+{^7{%Q!V9
zw>EAq)AvhF6}bHM)eT%uySJb^+x*iW#RxGvl5Ka{#;Ku}T0<v?xj?cHAp+Z@l)^>N
z*c@F?IwC2Vu3xf7@yQV;()cGOX@ioR>us-yuKv7z>(*nB<bNLRKj%mGsFK}NhxqPZ
zdvOLn?OXC}SJ#o!Og=CWpK4`gg<<TW;6JB!zr2`FPBLqZr|Y%fqeVx21sSO%HC285
zNKVSK=`1=i>m?#$_4&ZAJ$quWPWEZHDMd<{T#0m>9i?B(^YZ1(&xLNeA0;!QqS&vD
ze%-f+wYRrdzdrW3>%+}`wNZge(#ws>MK~Ti4;-i)__=kD;+sRA?p~i>C>fy$Q73+u
zRZ$7jOl+VMD9}$^60SYsbx!x{dT(#<s(0^7>f_`EUB>k-oj;k~<j`+<d9izF@MC|M
z5BmxHEZz3)8y=nVZqIi%s<_M4Jo;Q0-*7C1|Kf0i=<nM|!0EaBG4gO*iig^o%@rAr
z4MgE$K4_+|saHK8yNnA}{P^_3Zh65ev-O{0|KpZP$IeEG-T3*_p7cn1TcO*ms8&Z!
z%_fh<8G60W{EUD?Y^9yz;^*BZZNI&-2(0JrG3!5uBZ;pZgR>1ca&r%nd=)m#x~?wI
z28D!NYUbkLc+=~E-MF4)H_dh0;JM$eq;si$wb%p}>VulKPbAYlSFc6(u--8BT(fp9
z-L`G&BZ6V4&wiP7XBM&8B~|P`pV5AM=datLQ+W6O{TAV2kuih8H4YCqCyoYkadHkz
zJ>Zg%U_ScY@IY``wBM~n@gt<3{zLUFsSG=ISWZYa-HMA)va?HnSNTtHuwU)+@^X#e
zsV%=Q_~q2a@C_L`+^llPj~jFrd62GiKXG{*>m(e{8DnvCCrM)e_{n;f+~9`~jc^^g
zGqo?CK3(_y`*&Lhha?s0f`S4I$0NTNI&MEdzvvK^iIS4i{;B7EEZ<MN?h_Og)XK49
z(!Khf{>b>7wc3j_!(Y6%>$%hMJffsIGEPDvv8>NwQV&vASKlR-s%@Ds5%&FHpz}Hr
z$*4pL3ug7-?I3YTJKMsf+3qHX)+_Gdt^tJ&s7P4DiovF&`ZR-ML`ml7=RbM!<WWsc
z22%8e+{>S{EknvPeHn3SP0c-0sbO``CBn!y)a=|J5dFM=tyW(|^+r(>Q`4~J(|3Ls
zB#Vmrhnuyt%x=_5EmCtUJt=ESI)}Qj2}>4hP<q>CIK6UwIJ4HUHOpL6VT-=<@tgVi
z`Ev!av2Wvz68DUf-CdQ*d=&PCMnBX+h&!@IMeW<~>rUleoivRMqiVqAnMJL91Em(K
z60J`f-~xSL*(+8^X2A|wdB-eVrDmIDe($4&tFEri2?9Pt+6^~$H>K>m!*|kQWAfd*
z)Nug{N=n<K78e$@3zS4uK20W^OJ(a<`@Kr9X_~U1u03st{WUYv=3l#Y>(+Y`efVSd
z<Yrb0E#e1SKKlInP*p1Xwo&fgMp?LsvJepwVf8gGEWuJ?LvWcQ{YKWqSGGmT%gY~2
zP}g*;o}cWWW*eh8xcKnNlb6$L`OAZ9|6XJLh7F}nO&ViHU2nZ-MxVT!+g*5&Tw~YN
zSf?J#sH%?6-ONk1%)ENKx&aTlmHbjS(6CuGt%N38x8+c5-pruKF6I8J)hK{PoKwm<
zYx4I!*sH&L_bxs@zHV`@)^o*ZY&10a<!)B3EnYlZu-6V4SJ6&Pw`N;z3SR9AlvdW#
zq9Bb=Oq9e0N?Fv5hAQrPXwVq1LevLtA)zfTsd^ifL!Znvswth%bo;%sPPhI2{d?nb
zHZ7A4>SA#P;|<>=r55o>(NIwxQ&ha$VZVF#?z!HFN@Xqh@V7HFd(NDj{P{uP7=P-L
zKxeKE`^;EpYHoyfN`>24A$Jj*^tB^P%gfdc^1mB^J+Bkrk2en()dlr?tAZF0=##F$
zH;H@V{!>9tUf%N2yN@3$9t#@Lva{1f+pl?&=g>cxGS-}O0RXAH^zlxy;70T+#jt}4
z?vi%ha*<Nowr@AWcAM*u@+3t!2h8KB6JH;GJt|e_+G<%*tIyY^JQg_k_%@-R$Of`W
z(lRsqX{KoJ+`pe{!)BJF3JM!ZZ@zqCx{zZfQ+j(7U&9rAk7JJc*_lks7XCt$*x1-z
zLrW-vwku0l%gV|)4j<m(MZQTErJz1Rjk~wMAHQ@>US6Kzyhf5{3}B0h_@-Z<B6jiA
z#S6<DUWGf_4u2LD{6UoFf!6FKtv$E|I^#i}AJH%G1D1Zy-x|O#D#}3o9b@wN?5w<&
z79%?JzVm&!ce5`U&*m2DVvaG2*+v^*4OKKf>#Wl5X>MV`^IS3Xrmru>J0V?N-MP{H
zvGKQ50*{+EoPJ+jEr$k6rq16<PfM%c&-S}Cntv*=5j5^7xcXSyv#4oN*szS^>GS6n
z)~9h~LgZ$qrWzO5FLV^T)jw6(TIjTgo7-Pu!%>s#Rmu$|dY;SAM6BZZ4VBAJ($mv_
z&NAOBdiksG<HwA~#>UY&{bo&x^iQrWm{&g*Tzl=>HS!_bf1*!mgaXYPEiX)qd9EC3
zXlVHM{kwNxO?XejizjcZLxt-Lt~zA4=Hf{FK6CZv9l5)>xlecGe&$hocHE!ggn(!A
zzMVVC__VX`f3-<?>h=1j486Szbs{ZsLqTy4S&Iyo>orIpcCj|nQzzapb;!~?`+FbH
zc6)qSzLT{2>pStyp*Ljce?1laL)ccq<j<d}68%r}JiJ!@r;c)FM1T9H|LXPYK@VP?
zS9KljTvUe7DSxkC(0YyBr$SAve||e1-TC|e{!}_TI>YUoGRSUM{Vry{zSVD{|NI19
z5EJ9y3v&vs?f?7d3=aMT_f`G>T-Z+G`{D-S->cy3%j<iZr&IdhpZxRPe+fvUhK>%k
z3~eGGH^mx&lG|MJ0pF^ExWt@CStzNf?p=O?9r*ajRiO^oA-*c(j4;R0s=<G+Rk%*(
zO@_&bG{+yRSm?H=HB{UAzrFRQ+PiOG32>0rL(x0c<s~}5m+)x|AnJJY1)DFt(Xr;`
ze)P&oO`<j-RoniqK#=a~5dQ27ZRY0Yfa+Nn7Ue4R|9(tIT)zk1=gP>jvu6V?ws9wJ
z{`dY_v7j@fYwR5yM%veBqRRfaLd%uG@MlB#o|Hf1#WOlOI?$5J4sckXa^aBIja!$Z
zJQ%PCCE6@4pP#a|P3tWJ;4)ZQn$H=cK2Pt(^XJnar(O3h`u$UdhvR+WHq1vl+S^%C
zSiQr;!&OG+0mCIFFJ5x9u2EMwd-lZ9qt`n;?8Ps2#h?Cnt@sXI{(4kZ^+AURj?%GI
z-9p}0-HTL-uU@@+1Ax=f&ap$^_wMh9o&_MTJa#2i@pfIEvVU%WPfwh)n>Fjov00jb
zZ^gf{E((O_ZA(i__lQE%`3u4t11lwex5}MH3la37r_P<<O1x4U_6Tdl=NSH7OF5u~
zs`u|3@@t!A=uH#v$NkGj<y0pV#10?s36f_6w^S|le4HQ~5b$@`w{ufcQYLOvUz%>w
zbIqL{Y1@uE(LBI_i#PwhcznQV1%(o<5>cb#n=CR1)0*qpuZQxey9vh2{#r_PpN%&O
z(6i>;OPvH2$!6+A#`o%U>&S#ct1YZAc*(|GmyM~*SK<#TMQf^%<h1OH`11^$K6_Jb
zw_s787#}~1ddb(wbx}2x=hU+;U}l<@E!sD|yt)Pl6KB(HyJX#*19^Qz|NfvB&egpk
zqCb57`jxkC$MRDljqC5N=xuCllCrHg;TKU*P!PZL(&b|p->#ndU2r9M1q4znoC+o?
zc8HAmlHqq99f>%Hr*-^iNsP1;)!)70q;>6D(U;1FxjB7oYeux$^=?m-P{kfBzFI>o
zF0^^|53DN1uU(iP^4YXQ^dwt<Z||+=XTn>JU-{wS7Zet%Xlcb~riz*-)-8MesV=b+
ziYQ$`MP`r<tPdMq4-5?Kh^7?Qs0y;1qxn@xR9N@Ws|z0NtzdiFr(vM%&BFBW$9mj2
z9!0*1`Ew3e(|v6+-%`)2p#MAsK{f9x*T1_nu@q0*Sn}^lY%;*TX77%Ft4MEetg{UK
zasQuxZtXw!l4IY#jUdT5-#3zy_5&f%f-8a!#$3$5vU#@4ANx1)T$|780kuD$V>SUq
z)~Nlp6Y$}7l<d0_&&@wQANZ2VO{~K{wdWjSVxQj^?&9Q(4O31~-@A8jU4CtS5wF2>
z%BB;<$7#O=F5yGaQ6Cz1(fQB+{Il)p)2I5gqwS0b&1iq!>gJbeY0CEO!Wzl)G0I0{
zln2_mLq2r%_8RxF1!dcwrRR)YtRm=7k;h^fy>dOM(k<}v3(wWC9gRg)A2zPZ=2qJ+
zEzQpJ=zT?DLg@civg<v%KL`|;ZD4ngc8&sh_Swve7P<la`|Z1T8?hyDpk!rb*KFCc
zC0d=Q{3ok~<8>b&pOn``|1f<JrnKI+Algs;Ii)fai$!C6&?YxE;s3GgaCYlGzRgYa
z%t5bk%mJEWA1j#LOmK8;lT&PZP**1VYkTk=6f`vQ5Oh+$T*OArxZk=>J?OnU8Bf1P
z!WkL*?c2AbsC>@fVZ0U#cs@w=*$M4yp@sP}4781JSU;Z4p1t55D80gHk*#gnwwC4y
zArW!y+V!-xr@g(s9_kYCB)dajb-LyuAoZ%ZPj9cfxVXG&YHG@fOt>AR_^4GZm9m{3
zTPGtnYe|S&%dra8i%M*!gX7?2%B8W(k9Tu%t(6a8sc&tLSK%6N%cTMDy)sCT?fOO5
z`utfY5;ptJkPl8p6l;j{@v?O>dp{i=)AxpFr)k&8Shhi$VN}MEc};WDBvGujjy>A`
zC0)YKqiC!0<ya;aRtQB;GgDBfuMBJ?E*qx)+>eV~gY@I722ry7aC~AVUIIW#v<0vp
zHuZVZD2b)>QQYH&XXnqrH{8w|PT(JxkKn|q+16U8tw#^jHJ!;epQGWBOr`YV>5T`d
zR6TxtJs^`09oGpCXf<dZ6qJ;*t1HXt#_zU3<*Kx>-cC<%@csQGVlxuur?2lewhuMi
z5k~2ixwsCSm?VdZ?&CxS8R#fH?C#;wH98t_|2{1>tHd_x)g@tQM#;8&<cw)>fQ|#u
zW#?Fb$yhJFH0~AYN>s}n)$rS^q=rx)mX%`xep{QEcLLbeO0OQ_*LfA4Eh#C<3YpIL
z?%lHPa(_AohTHh0T3I7iRVRUJH{wgXO-)tx{(}cMv11J;y30SO8LVY<9f+|Q+P{B)
zsby;6Z3ugj;tUW2@3rOH^o$j+R-DuG@CHDm2hhqKn5PXIdH3CZY3h>_q%w+Ar%#uU
zq!zD85J33dL+-e9sk&H`o7n5k=^Y&%psAToA;i9sB`V5A>O^%eadD<&x2a_SFiA)E
zJnX8MXFnb;YJER6^v>E1o1?R`wuOd<G76hgzb!2l1mW<{^7zrPn^+(S5+t4$3HBo{
z2e7t5C_zA{dmo+pT5xr%(vgXE0qoKN{1;!JY(58}H0GF3_dtDIcg~(OVc*ceWPqxP
zsud?67z+vwDa>VQqS9_|+yDaT2hM&6X-bQ40Y+n+GMo=pt+~nksx6;Nq#;#Lnnm1x
zU8ZTxTZoM1BSAqySlxe)@E<wC0yv*}d^>S(lz;E-KRVw3RG4hXzsUfH++~+$L*tLP
z>pd5vtUvrY-SFr$h&Z3~9Jo;~%7j27-h!dnVv}s!woU)*D?8sicWz{6uB<lGNG~Z<
z$BT)J8$j4`>A834TW{~KV8{_~lh0?SIrN_;*b4CRt82>=Kt_?L-?fHkJ}hYFFFoy~
zG}ci_h>)Gv7B{hbE(vbgx;07ixqKj7^B5z}%lR|b;qk#}%55l*YiCB=_ml6`xp*<%
zZT51?bxP9Q{JcT`$H;EE`{Lr_T3Kc)_u6y|T}2?5kwpt>?_gtlNv}+H9qJaxks~^H
z`*e%1v064K*I&@n)(&f4+NkF~vA*NlqV=y!EiMw0Q+HYv3b*@Y%^?vfcFqg|Z`m7=
zpf}P;&2fNq7^)v7dK?8cb(YK+T1b_)McX*LX`-@qsUrQ_U;#aTsVGtFu#a+q8vmOH
z_kfA(dCoHU3g_OvCvEbgqd5vDKOUZ&>j^CH(RKZ?JJOzbI9IQVlQ=jyNH#_D&yCxl
zWX?fcC^JyRSz9YL_ib&}_q!!@O(zH;;-7tLpo}&RcEQ!EdG_Ba!P$u2nvo%N@bXti
zl=e5rXe5n;I{BcgtS(K`5IQ2n0+*{-W3a?7b6q~0nmvb_`69&Z)}Y9PZGwMS7zIj_
zdwQ-i&nhIS6Fc>fdIHJm7NDAX8@G|xkgM)1TQW$(RaI4J^)z9JYyt=fXu7{O_Fk*I
z2f%#FOX^iLM{(X8Q#`!9+W=?Qk=Bs9%I<6>{}A%%(MFs>!+Ea_G-2&mbaW!LXh=JE
z?=IJ$M>kCQi8CN!@?0s3e>CcVfo!&iGS8!%FJ8QGsfOfNBNY|)zN(6L5j)->_Zn@}
ziNjZhX#tzEuE~>V2U}7F3Z@!PzeP3lh7d$~_3G7|stH+UZO@)PdmDS){}y=IP?p{_
zU=(f9($CW|zy_@g_)BiK?OV2RQrzSK7&LhIV7KhUJ!htxI}<hb8$gJYaJu-)RtAN|
zx5KE{KJS3rj8#l@^qXX<eUDBN@~SL>q!+wy-n<2ImC_=+^<|6NCs0antk^(G=C$R8
zx8XKL`~LaoAN&Ri_z2xafEVJ5JF=G-Xz9-TLow>;)XR4s%W-a*YE3ut=~!`farvBY
z+4PIg$<S|HoEh2LN&Do<lbf<J@iUJJ_4Y^~^bMi>5$sTf<QFK+Cs;q_SYMcU41sEB
zm{3t(d5(U~JJIyz<;BAjkI{uf?I{_`K^6PN?YeJi+P)f`c)vfD0&Apcz4-I{2iXt7
ze7kKfk9kbtvA5377Lwh?UP|e-R;9_);ZMGpubF)5)AKVolaeg6E2p96?1i$IpafL$
zHd@B(u0%hc4;3iNmHa0fQVRoIaf8FnDdG2@Jh`k{_omglac1b4oH3t?iOGZF+~N6W
z2|LkzgN7Z<%@YdqFVT)&7*%3f;p#$-=$-_{V;1@6#iiOOpNl<<KTe34=i|?~!OTla
zW##1xIecckQM?b|DUPZ^oq1PD8?+p+&Qq}T^Fw!9F%Nngmuc-2>!zGqfU-(9H^u$!
zVq#*9aVPG{!UTbxasy4oh^QT><gks=VmUrWh_8i28P|Gsy6GGp8{1|Q@wZQ0x;GMs
z2|@?JOl67J1~L+qerP}yT!BY!K7G22kl6w40Ua0*U1oXh_+!nXLx*$<UFnNg7WQNL
z*OJ8Sy4NxAYF#JnwgCsvk?a=Rfx4Zfqfny{Tp89nXw$(mKR+*aWtb5v=vr@CG7?dC
zfu*4Ni+&z)MeEoW<++mAoC8<LaG)-RkV;^9tSn6`$(=aS4LCwD-$sk<`j%3LKg)au
z6p0jYcuC$ORy*3B;(lWmh1?aRvG{;E*YA(cmF?|usFl3bC`cFwfj=4(9)7V7f2bjJ
z=_AX;WAx^M;V2;!zgL|RUD9x^MCXr8?c?DQnzx(mJ9EPQj^Y%Ar$P68VUzdUl5)eN
zq6D%mnojLM-Rmz<RCoBRY>Fn;e$8ZB=!a!Lu~Naw7lilA?RmJ7v`$Y??_F0g0D7au
zYX1|rvu4f7p^s&vZCsR0O`q50Ib51x#Om!lbf_g>3f(;2228u@a6vz~x-8&O)<QNM
zigybsS0#;%jIxD7QD%3ml^n8e-4&c7QJXkq=9}FXKhomkTh)pkv?p{r=<#E-vC$t+
zV~yltfsk$7oNGBu6Te15|2=SR$z@{G#F*!5Tf9+@b=w}ct&EIjSK2%lrs#&|7lu;r
zNtpg<c-Aclg}>=bvDFtLJI|v>k7oD0qhUJ|KTXBEcW+g)LtaRuz)2(arSEda5fHFd
z`j;IRrp%La7iZdREVJ`0ni4Gn=ke$4%YHUrU&Z7`n3C3B|290#8*$`ngMK@D^{2ee
z@F)ab6pf9aYR=<9pU)UB^jO0|C^7oWusUT6U8l=_?%cWa=BZ~57n;Lb9MGS&oyI<=
zm+BV+UVjpA8N5l}d^s*hkDZg#^03E3R&T$BCCz%#a|#M~jH3d9EXPKf%A(&d-}#Vt
zaxV|hmMAwD7e=SMrs6d{tT7`&T=IVV*^Et1yW4DvA0?lDrg|r7qsBg7-h+wka=naG
zo4yRy#dvA7;f~+nbe6XOq?Mz&CrXZXuC5%CxH3!;Z6E&;VBJjJP1v;hSKCReh7p>r
zdl)o*ajf`|iz1;M7J0Z$OaqSH8>As+S+_Ab^nVo5dX5EtEPN?oPC`(S4t4I+zDqSj
zp+P}6P}1(C%HL(Yfx5CI+4*PhJBm%4QgS>lWUI8L($EF*o!qn<^v-yEW+unZ=57yc
zV{D$nMT<|AM=8B!f5xaL47W>Wa6o$g=h34(wHGg5yeDyDvIgycP}v%Yh8fD^Ha$=D
z!8vFpjvaO9&!2bc3%x|k#FUU-xTilZAwIsUx3VVu5MP66{qinh;ZO0_!C3_QAPpZL
zD==!b6AGn9Mck@)uI7wJ<aS+`m{uWxh3MuX6dmf4l9DF2mZWn66IZRQl2w+;c-Bh7
zj%W%F7qJX(ZYY8W-MG)FW+=~jOc!u*B0GI@_^}Xs;NLyW@HANMrC#y1d%=%$MH8-S
z*xTD%ecd|w-{p0-^R(QFkG_qL@=K-0#~&DEtl7BpUd@4YlQse|oQ;(5o||(aYUA=u
zo7QW`eQZ~I=?<FJkrWgZ#O!-10PIO5CCTY+SH?Ovkr@1qcN``&ITN_^btk%r(xo;O
zmvqB&%B1Y85K2;JARU`crH3(b*Voq*)qk$T+0L$h<KqE`G2<&uCOHF#&kn9lkixbW
zPSnB5)IU4DUFWqUOjn$WNTKF}C-8u`M1A;fe`Myf(TOI@;rTCs4A%e|tYmo9%2l`%
zQo4J3yt1+mMvi3fQ`-$tPDV!NIxB8})L*f3^~^?SIo%FMnFkMkFlQUvYkkP-Gi_xc
zdnFoBnf1PX`#u+36^6|1Jw9%WZVSn3z5jNBiqGjr*#Wy_TjQ|dB-%7z>fAZh;ZoY$
z<qi#xSd?Fxi0{BpW&Maa2=f@lor3yR-p}*s)Yyi7XNro7PBeMi=<k6|8NXu2c4^r5
zEH^i|<6z^v_zY4V^tp+=A}dBqU8R~C?cB>LhbUe^00~qHmC7;ueJU^9Uod=AFWq+9
zBoVRz$Nv4Nf9^C(cCoO*et1BGYyHuIw)}GTYOAUa3_hNka-7JEdG==b%ax-?Nnp@v
zFpaG~r;!ncx2vlJf(lS7Zxa$#YQaxR38%qZFlGEJCysHdj0j!*X>8S+rEqBxnuO2v
zP>T^TJC4tBqW=vIQPI%Q5C&FS8f`*C0s+m5%tLP#on7cmYSF@b{qQeezI0C_9FQ4o
zld9T&NF|KP<N1MpF(c_{_`P)lJHtue#>NDs1o-%lU%i^wtbCTZ`xe#CScM6+Cwu!0
z1#9iNKTkGB^itwLCb%d9A#y)oUB6DMhU*UzHo3lYJ*V1%cupCI2XEoI#|7khEauD=
z?Aa=tW7EloMy+Y>hK`4{LwpIkQv_WU6qUC4YqUW|jN<mYP6V>0IKK=S9=1x>&ZbP#
zOc6@>IC#75q=&7reA9ul*0M%}s9DqcZS?f!>ot<EO2XtR?-v=#-Da8lw}dReOil^q
zX?lmy1-ja1tc&|py*$Gxeb6=P#FO#bOr&@gn-q1Pu3@V=`$%a|-7$cXMKq)ntVRhr
zN&kd|^Z?X$53MXOw!AvanUQjD$DwW{8?erYc~$iQ9yg7)uyA&bj9C9Xv=mldBbUyt
z#y!<sV7I~1=d$*st3}6LOID|9a{CGEVkt0b4w0o7Ii`t>mf*Dz_iL~^F`la{V64Z$
z4WPl<%?zKP8fiP1;Z7`kMmSKkXufrgxDug@69?xVg9zd-oc#P}$0qt(;lR(G{#;qP
zK}l-f_}<Vi&bFW9<8NU9r8^C2@@l1#aFk7(J|&+QzRN6<*h(XIk6C0(<`6kG<8?{5
zna54K){jC$eEj?<<9tZKZg*;@`Pj{Ch7#sI%?A^e!<KU{{YJ6SOjuWN<inX+Q?J^{
z8CyrhYu*eA*?yaviL*#I|4K^9PtT<ZAF=s3Fa|b{DV5B&%WXL+&Bi{(OF#WfeugcA
z{`dj7hqsH8P!3b()p0S+{ly}CVo%i`nWP2|x-~Fh<_>&Dq<`uQ-JB1aH>@MryuCe`
z{RTL0M5yD)bfcQfSmA7%UC)WK%E}(xDoQ+iqP4v6Y5qNXD#Bj$-dE>&B({22@SvB@
z!fk8fA>=s2(v9=E@V&2(SyJy`7{OpMB$ti$TtA;tvJJZ1&BC2RcV+0;>UvCTOkCB{
zdfe-i^Wec2_n+^$yN3`eId@pS>Ytnt-t(N|2G*{wubYj}q!!L--)mieJ-74Pg(EH4
z`%C@Os|j|Ia>kw)Uptn-FC>m97Y`35$`^#i>#7NIaOZ@Ch3%j(5MdiVk7@cnijVbG
z?`sMl6A%=vAFh7fIt+C~C{f44BC&ZIIfcNpOvC})?cD@LokdK)(GH!|;jyU2;`C0=
z4DZ&kgoZ40H9`_6FxUA?s+-@G_mio#S48`f!AmK-PPUdr0(N)7oj6HlnOwR=aCYCo
zzzxdc2@TMYrkkBX6|0PeCJ1ffU5*|Y>x3!c>6QA>w1nMdh+m==cb~I`Y)OjOQMK=@
z4t?OHi_&jXye#@sCok67Q&n}#6OWnm?g&7TNN^3n_|s49XQHcLHiA8?J*l%aTfCZW
zWHW436D9)E*A#pKbRM{N&J~PA!UP8x;_6HKCA~t|Y?aDTp}h2eTP5+FNC#}c9YqqQ
z8=L4A!Vw*nSR<aRM=~|4G#S+sDuAcU<`pluzxHO6bk!gKR^l>IzFp9D%8Y>Ei?d@J
zNH7(QK!O<NcYp8hz6syt&erV&)wOQTDjDx86|`*TrQRV*jsN4gy85>3?-dpR98C`#
zdk*EM(|vLi5yT4SyU_jPMO4M`mrOwvVVu<Mz;2&kJMF*z{`z}pVs~FeU3*>8FDo~@
zL0Ve6`ibNP_d;ydTi)KGI!foyhwjcdQG=>l38`#T@Ew2uPdr<<Y>9Oi5w+B<ee>oh
zPU$K4Wz;G|ltS{MF9@N5Wg0u?|3!co;#0OZX#yA_j3)z*Gc84J(kK)!E6Syu{ZhA(
z2WxqZ#4!&Rv7Mk0UemjF?J{F^K$*2@lL9fU%P=|ZWt|I14@oIG=Ot7+uW5Bj7|vY7
zoyDD>KNvYNF)<l-3JD28pX3xm=1j?~<z?jDlSl82-$sZ#-1_=e$E%Wl+ct{uLpBWL
zn_2d{&wmeb{ZJi#NGbWyu3cpVQsyhysHmuf2N{jp8h9atmpka@ScOJwCON&=D{xWi
zcV56U?i$MNn=WvjPW(1F$kROX{rhgLsl3e>z6&`N&^WdGHy(Wqy`|)uR{rlsldO=U
zX}Ns1!5w05ZAW{iFY*PaIz9mid@hhKu*s9Qn`Y;79H=8Bf@ml%zbXX0ZRo(DT5{+g
z<IoR@#L)QUWTs0SDsU;nf8z*w8Dd)yZ89S>vmR=3mSxLkI0luC32IKk-HilM{lgFK
z5X>T4ys+?Aq#Owy7LQ2~(hIW^^>Mk`R2Uul=naGriv{GMSVN>1p&E4G;eK)yb{o1X
z*meNoe0VJ1um{AP2DiQc@PX{8P4fxsI+ST@=7SWLEicP=*c99VU0_14?>K}&Wo6~-
zo-6Ykpd#FsjiC(;Jz%hgIBxGGK$i|X4qO)~np-ngw8&42j*q7x&O9*F0c5uzqwT~B
zxXlcgO!QQekq8kKf-)gUH;SZR`J+*&A&S+ktac`Qx7sra$Wjj$Aufs<^+#`3$!46`
zo#+8+mT!t^&cm<V*g@7BF1(1llz8jbEsB2yf?Ach6B|)vPE1!aw`9KeVZUakE(z0R
zYs05c-Vl%;3Jd;igU!%Hcg-Ij0^dM{<aoqk=d(XqCV&34>R|84{Te0q0%r4h9o)9<
z&t3%posFPvHx%~>Ye|9ULoBa^GVG0#+jgQb3tMQ=0BX2anm!qN#B}gRO3Jr>^!w9{
zDmTM|VAMzzN$tmh3P8UbxY*1@f{YXhfVdVS8xbhDH<+68hgLE_-IK81qEarq0zS6*
znothglzsMA5Qe)qG(lQhw{G3%Jb5|eL?9AERRgv{RPBZizdW`Q<WVX>#*L^3Go!KP
zNZPPSx^9E`4NvAKVtx{MMr3QrkMgH}ab|9Q{iMG(suD&bB)yG@ml8D!I&`D9$&2S!
z^(U;0fE9x6m*(t_{H)?~oqYtbTUuILA(>GCP9KN;;W~>L)2VAE27JWMhoQDPusGtE
zajTdK!f}^HT=h~u+%e=P6Ke*OHlZ~5fiC=L4+##wjXD!P<1@=Q%l)q@XhhBTLTCFL
z9+J=M{VYPckCdRtt=Kv{%R^VGi<74*SXmf4si>G`cHx&7hu;++5EQ2N>}B%OTE@+Z
zCsW+zoH|h-2p^u}CJDul$O6L@MVqN4va$$L`frxJ^v3{>XMiYK0$s`ukJ#?coSTBj
z4!v_&e|_5kA%euOOh&EhL#s3EC=l07)xAfEV%62E3F@d@a&X9xw;BJvRB%;IO*vNA
z_WOJK%z$D&Aq__Lyj7h77rNEuG0!dpG$7e$U2fO5EPnX#VQ+7ZNQwBLV1mUR)P~2b
z%4CC@&tbSc{Q)KK#;Ip-PYV=2-Kw0v$MknBgRW@{(VXfh5CaMR;k#B}x%>bUh|nBx
z$K<FF<)OltY|+u7wv&#UnZ<vRR>Dyr_{x7GC2s)JP~FPFR|Gv49K%<V;Xy-zSwjNS
zz4!UE*3!~sEn1rp;#maVC!7sPxePYpe~nme&fUA8ov5VQAzCdfnJ!JP@pR;K`dWyY
zvd{v`hXU^1E1#^D4g~f#vxeLy4<5nE#g*<dVTk@iB)A!D^rD7ZQvLVqUc~AU^@4|o
zr)(Ked=8q(1b|dGLd=<FZE$)B=SNQcbmOjgA>@*<qZ)1&rVG4W;o|$9;f0z@%_Jm8
z9S_)W>-KF!U;>xHgcsky)Ja6jnQ#=~KlsneL;<%>%!5;VfxLAg46t|q{$p@rq~?3K
zlHL$!6P4~uthKP(??8Gy15z0$&zxz>x9KjsgA~rA4i6$R(OE2w#Kb0YPKzBcSJVnC
z?(K+k9_#2fg7|>IVd$6XGe}V_F;Q>aSOT<6FgLqZtnUGXx9eDrxX}I%G*<$`CrgDW
z5fyI;HNkhx2V%YZ!jBioy;fjD3fgoWDM0Fo!A;=6-?RV~^b^?x^}+U8DEzT_-lC&H
z9(HqqS@73)LfC+c(9(KsuyJ4J&{rgp1K1=fe<hJ&@e-glMF{)mGjzY#PD8iRHaWSu
zH=u~Vg{Bmv*10r4IRQ)&))azuT1QUqmkJNGydSmc(+>Rz;Y*ugJ_Iy2s$)af8;))N
z_sp)R-n4Aqnw7B0t(y^&7Xu?>{8r_Jgzq0h{A-bzd5(YS{_*3^dMXCrRL_MU+=V4a
zot>Q_54=gPEIfY-ytjLjs0kzIPM)NI*hWS=WYckQr7Y=hf<uLmgI?Xv&hAEWaq&Gj
zBTr;@&l1bFv{#^D{AS5d0=L6OB_qM1F}&^ne74h*9eT5=<eD{WvIZ?WizJPOm`J{p
zuLpYi`pDm8NVEUz?XOXlc?6G)F+%U@OXRPv{2RUv-TU9exAJmwTG^hE#tG|^#33c6
zYZF>faD)J&X;!8!%d;PU=i?H+pWft|?Lo{VY4vjh<c;!vC`{g&4%449Ek2%)y;_j1
z`1k-BX&ic0Ty*r&ORH!;WTZ{Z2jfNe8dLs_v{>B0wk~WNYl%M9WJ}{Q9GQSfqg8XM
z3NCiWoo&k&!$!d{hu38l706=Fx<c-)L$HhpJ|kUURa?7#cBHeIJ<4N-iS(^-wqvUg
z+4(i+{w6QhKTe4K@a~<04XM0ChCbnYN)i{vO>Z|treAa%+j)o6-M+yi8l{($-(jQx
z3Q`#Yj{!v93|oAlF<~p>MMOH4^acX250<+#c0}mkLxXf`NFyzW+Xjunu-I5m$P0J$
zMa+Xg9q9-|k0grK(vaS&tiC=+Y+RgO|3_Aw+HQ2wQv7B<sa4v)VJ!=?glHmzbkD6@
zj722g9=dQOy@f?4?1G8Bq@*O3O0&)B`}p{>U80^69IexHRT5(sZsA##f1*D@Ui*1@
z8xPO#d80`0G0dtyF*S7y9?!)^eFdE3?n#1g1|(?nQ5=xUe<s>J4rP=0+Q9wj*_s3K
zu{7sa(~)`+n8-^%&rL*wQ!W2yMC@&E-{iqDPd89v@o!vWocXApVEI2~mDJSK^2Of0
zVoQHAt0fBSHSj%8MGp2{>xnP*+(x;68>KhGQF%HUodJnZD7z>Bi#`DX6ao3Tzge~*
zuby4m3*r{ay8%9sdUs_<ea*7$tgcTtlApNh=y>p-QzqG!5x>*}r%iuXkwphGNyo_S
zq&v^`9&(Kb4<GKvZB0EW${~hlUghP%onira5_6m3U6>i!f4&I+4otF54+`{WhW0G~
z*4bi(Uq#q43dsrs<#ItU9zszHY!#i_5FcT7rRx69?jZ~xF!QdWJ4Qq9A$^0qCeQBC
z7}lP-|L>k=Ve#Tw061<V%#ZSZ0|NutyY&}dg4RU2|GYEj3TMLh%FBE&<NvHOb>cvO
zeA24=8TF(wgR!De%Rk9hQgm$W8fXo>u!XYU8~+y~nKxJqB5B=m?m}XI*YD>UD}f-4
z8J|+povlq0edFxMRs}FvQ;K?*((x<KAR?k+8Qxc0PYi4TVnp^3E^waWEVx|V3ng~U
z4s?O-!LQnYx?c~w&e+7H>&=a|i2jiMrE_MV(_+d$zN7maD(Za$yt$L&W{1bD+jGA-
zat#)P*jAVlj5;d>9NaFT+xSISMP=tzMO)hg_?!pO+z^A8Nzv><m`2QT;J&6f29(e+
z&1*_k&;94JPj9b~s1wC3l%H9sw!V(XE+N3XsCDZtbQI1#d&t3?@L_f$weAfP$PBIg
zdQ?<YVZO!IzhzJSKti-11`*ud-L1avsO*lHp_jJ>@lI+Q865OWP<vrG*qESc8JF`-
zF8kM$m)l%jw+mKCbw!~aFL2lJy}xO)E3v8xX|B^2EMm4q`E~sOLNU;OtyoEwN^Epc
z+Hv)7YO(6<^RtnD1j=z5UY3fY{PwEUGcj1HS)M=S^h~$~``>nw;ROVext53I^=rTW
z*BD#=%spQJe}A#<(%b|yYbSE9RMSsq>>H!~xOfv3bN)7sAl7XR49x>`@Ex?{xwAv?
z1O|UTc>na?PNCns;xHjCFMbABW&s+?(zmhTez|gNra}=}R#~VBkP`^&4M~J(>`)xI
z@t;45qD9D|S4LW6kg1p%<)NcfiQGxAZvG`>_a3Du$<BI6S{yK|<Cq%$@+s_MlE|wC
znlC$uWY+&N{AIfjIqq2I`;>_UV5MT<O|!#ClK(g9I4TU9U79~u<PR+*+}-NbDN0pU
z)if9d;A*}EH2d|#F0QVvuYTX}tEWGgy&Q<#n0(QE-wucbEy>sYkUi#h9P4Noio`m+
zRsyCUXxB~EmE1A=YZWO&)Qdb3S@Ru`BBr&vy=bJ61>Exxk&?||?`w(J4nkwy-G(>>
zfaYZ27LZX4=b;Y}<UsQxHz#M}!^a7#4gt*ST@T*>&S{RWB?NSogr}K>aH@%+xdRS;
ziU+M*)ql>RqN8lF;XCAAT*M%5Ti1+YLZp2=1Ql`li_1QLL%XkO+>u+6VCQFZ`9@~d
zS;UGD(8M-|7!j1wI0%@8#gqLS<;qddK>1nU-__6gC)}*?_0Xa95qDiq_rD-nm`s1K
z?rLJRwM#A1F(8lT%{<FKD6-~jL88F9h)wF-nD~3tJknxB5j}W=4V0B5V$nzet;-7t
zB+~Ub&IEO0V?^BM)tJQ%c(^%P$>Gz3*Loh<$y^sHy}s1e{G&8W`bO~DM1fo<^80gv
zP74QI*N?w>I{0CES<u$bt4nBdlJ67u;e5v*Th__cwTfb7kz5^IX87*bre@ShW1EPb
zK43Qcc^Yb}%sUG5SY3(0Xc)1q&}$2ca-d$B4f*6!Te?x@aNSnU9(d;rLZOQ8_f4o-
z#FPu3gP`U*JNr^lCu*%Bu1H{M^-3pfE`W&Rj*eNctf4m$Inb5qRL?KzmjZeqKM@0X
zBqDY0f`H0ME4w}QQXU7V<(72_c~jXoHvRXmrM`GT?N@4DEB7+%3Akv8b77{9Ywuo)
z<;B^`2fI((qQNI+UsP8oQVWK4(K3jC+zt=lfrCv<RxKf!;;Ocogn1D!afiNWI8l&A
zyoeBJK|vkJ>|HiVW@sj|1_m+oA8-3wo#7AZL0S71vYKhp^JFD{4|q1={SfnhNJwf2
zVt(rIbZgFLcB#7<|Jp`Ocor?sTyS&tVOi(N?^_iHtz);%lK2b12^Od6sQ(&reCfgU
z0aGk=hDJsc;6XhQ;kDa7efkvi<VgSsDX(q;BRUtOpy93KZ2`!dA>Moc{(Z#HcJE#f
zZ54%^mJnM|=)T4HuqEac;j<8tH?3@oM<2@`!No_j1%WLCH5h-#9i`utsKF>=@z3$v
zJHA$_xP8JfLyFWJmXco^7Z(>D6Vtw{Iye{TMyCG!#JM;}2n3H43@K3^9%8-|dT-(4
z(={^chXvzR@BJo3>mUpK5<qe0wn18yF*V%-&GvdjgDOabA#_(lOS-@F7;nQ2<R@aj
zP|ygehxJhUPoO0|c<=!Eelpm!APR(T^ai>O;k3P5K+ye_T~FGjS~j~2gyaD85ef_k
zLZdK}Um+uexf3nOPyQ(va*1EWApT;pV@F8xIp^i)6_3IvLYzX>MJt3Ylk=Zu2tJvk
zW}GW>TKE?2Iy-s~UeFSZY$C4|^jK?oOQ)pkRNA#loQ%<9s>eJ@<Qj@y=vIGXo!K<T
zI}ob-pTRTdkaEnhZibqD9XBJ3tQlGbJ~25aptRzy&{M9*=+}O7b<9@=fR}OZ>K%QM
z_x}<;!`QL;di51>cq1g?G4oT;gV9te!d`;GiKOmhNjFhE9dc*qS?0*CC9ie|rli~m
zD%o!NQ&ecq@XV8YJnXX@5%UtUY$hHzCN>IGDv89$jT<*KN15m#PT!HC|6tn~P1%m&
z1VMcy*2G+=_L2}ZrH9mZf(S#t|C2=fGf8?UB7%iiJBtDVv*Y(#|3=b?i6j~970gCw
zz0WeMUjs@#@HJ1E0PGktgr80>P&oCVL!$KU+p>O$kR=#dm<ry3L0@=b0k{kq38nxs
z6G%85A`;x38G#Tue~mQ<1|Iq$cG@&SC(nL8k;}p)%=z<7%!e-DMeYB!+cWp2-Q@TN
zy%J)JytXzo=~wu$_}cQW50&NRT^P<jdFm97@=ipxz6}le!)^I?V*}fL>ag%r|6363
z8<c>T^{euBc7outerU&ldZle`J7i>JTzZ4#>t3Z#dnM!)-0sV0cEcbTm9L+lEK(}~
zHgy07AQtwz<eVGeKbU|+U*W$06uA=$(mE0m8>9|i9?9)2%K!l-@=hvkkrGZ@h8A(?
zHw7;fdAJOyh7Wl$aljSahO1?Jm~|EvYF&dEv?t2z8HRIwm(d{7E=c=Y#9?lY0-(6t
zEq+j?_?k!8vk=`aIhWgc5Yo}8`tV`vKc}7@Z{z3VqeoJ37i2b_7t4wA2y~63$5LXX
zk$mU}VoWY~F+yRBiSxLHaSVQ0X3w@ecbboc42Co!l`J<jhkVtKVYLMHUokUOi61P|
zm={jz`SAYzE%2X<j}I8!gt%*yHiAew6@-<SQ1;9l^M;1PRTH)$AjARnaKIY%`6Onr
zpFs=1XA$=v){r+QKQv+geY%jUxM%Ca?3e)B4Wou0+^6P=+gd%$%~So|y1}jj1B9+e
zfPn}7iwHDOVq^_zGg)X&y|tWlUpmk(cX@KFtE+#`cgwDTEH$NDimCp#0)gKOA!iH%
z>O-Ynm|><47TCXkE0}xvPmJds%pZC6N-RZ>0#%g!13-%9BiP$57tT&rfWmt;&BS38
z*l-@BOQBBu!EgR1%sRrqVqW(+);QCmEkr<%K|9CFeCmujCe5geilKG$G$Lcb+lhEu
z43ZZ5>@ZWFH&w)|#5um#l89H;(%MVSc;M*IIX4?)8dx0m?C4D1u<$h&J#B3|VTF1F
z=`l4`0RG=wIm*t!@cfW1_w-y#@yhOa^+b!I#v>K9mO7<jD>`NwQ*JV!P;ZUZBmW4_
zOzJ!B58w>Cc4lIC%#3QM2sw}H6t+yDpr&2bbLq7A1nt}ivz<0%%k<Qg98UhGU}xB{
zxMkuLl8(yBts}?qqGlVis@;<W@>F=Zhx`NbNZSaDNJoc-^bL%`to?QN**t^{{g3&<
zW*;xxs&ukBL3yw3NUO+%6YPOA5*rXUg<2S*ckTQog<cqAbO=u6ShNwi5`oOy&@=2V
zp!A=($LtMZ9uefVsB;zQsO67*ky{{~FFeo_Ht!t}`5#}N?KFbeM!F6quP3`jw-mFH
z(=(8vRCq5m74^|p@n{t9cd)m=A0AFcvb}PpIjs1U8u)yP0|Knf_yy!7m+_Jff*6%M
zXxU5++ZVmV?_)-D7$gxN==O}rB*`i((_)7NMMVWdayCLCMA=!VEPi9bmyU~2I^Sum
zpSt@0FYd;e>;UhN@a3{K9}YDoZGYlAxDQBl8v=Ml|Av>#{oG)6yp(1yA742Lf|X<E
zJ(C1WvxF!r%YyBRy#JrFav8l1DRRc_7#tFtsyqnrb>$L~j9Wl^E8j~9DaZ*4pF*xl
zE3@qyuvWP%VZSyC)=JJsxKtw~m6BV1!KQF`usOWclBs?oc42}<q0NK=*>nA}kSa$Q
zF)uzI5><PynC_a7be}A6Qkm#?`#j?P0t2iKINjd#`!y+Gq!`YF+wMsAgpR4*4+&Z#
zQV8iK%zi~_RX_<svxzTpo!<0F@OGb_Mj&LGjhNXK9Gt^B--s4Wi-bD|BG#vak(A#`
zB!pA0AUk{6u@ga6lKSS-^RFEfI=Upc^Xt%JiaDm~cFZJ<tk;?|_aW2}*47~34&WHb
zG;&FokCiH)sZmca7diO7UzRp`QP=n0y{7lFlT%YfKqw`57_M1ahKBS8NFPDR=1?K0
zOttWQ8apl~X%Kq+Kw$t}imcz~$58qB+x@8poJBjIxQ&X(1)MK(&vQ|P`Br_|ZEn2F
zP?E@hA+eNxi|fSQx(j=Rh1Fn~ZTYaCoSYK)cPrsm;?}5;(gDQ2HI9khJ0@WV%{d93
zbJ!sddHSGtfdD~2L$(Ip(M7wBq}h(wHRQPF!*$Nl49BV`&M?++<mm8khXuFud=7Ly
z;y7w`w6$IECA`(imBlg3=`Oq{Ati?<7?F?muY+pZ+7=B<yD`=h@Hqfw|Nf&#CaRqb
z{5oc7E1<wBM-@(<^zBuS1nfGu<6DCxQt>72?HBjI5};2zv^(A~$<oY1xjbyl8~ER%
zsSq}k*YwK^xo7(?5#yMP7t#&AJM@Y7tc<j0YagHdpkGr7Z^Ei$JGsWFl9R)`^;8g=
z8KQRN8{X(^hy!=u+>%pVEDfQ)oc=Df3t(28XxM(^s7g45s6lt}rh_;@gvUZAlpmi+
zCS~7pJOiCIbcvA0%Uii$>tTj>!0P{)<0C;<pPQ&;-~GYW&CLi>%&*rIfUX<9y|oeZ
z*CZ05CP0|p@_~j$jFxcl&-WVza7Vdsf#mbF{yTK(oe$sL<(Kwcakmo*0m4q{ifuA)
z%i+TtXDrhc!PEqal&O=UAtw&=3pF&}O++qa&J~6{a;zC8uk#^+6KM(eNX$h51v0mJ
zC;&)QWc0ZaMkQh*Tl4}M1=qm(5Y-y%efN-#nc2c>_D<Cayc|Y|#c3{3Hs-$j=X@LE
z^LU=W@{T*0*QP3DM)XYtG+u#}{V_^95S_KOwpJ<QE0%s7$YO}MM^P^OSkqU!ChN?n
z#CoC|x-Wk`JjUo0p}40s%luPWi-v=m!c|npiO$uPbM79aU&V>{jlloI!uyHY+`@}4
znp5>`KJ5<IbLm>2)I0`f3G-ZjskIT}MpNm8;N$OqI{Q2D!850tsr6E@%mj$+-!!Jp
zE!5eGTuBPRZ-;fGU9kE?OEX@}qV15plAK2FMRL7sb=XH2^aGi_smqs?%MYr`(7V-g
z(X+5npF4N1Fc4;8Yc_5g!5dlR2<8d~chnC;M!Zvd`t)hmj1eflL{Mc8PJ*(k>Kd4e
zXs;vyUC1pJs9|<^eF`xKg=bWXCY)waO76dGe~A0@KcS)TtmrwnYItl-HAf~^3mdqp
zH90IgJ8>DAWM+@yV>FVxqyhs1PT*}4C7p+D3a1$$VGulo^ahX8A54%7LqJEr*Ze>$
zN{Sq4YaoJ%Nx3mh!>ECx3$H+HnKWJ!Lw60&r~p3Kk;D*WJsS#y>sM<c#B_TztA%4b
z3f>!hQm4W6-43ZS>B;lDP}u&N(*g5LuVfQW)HPaNy;F4s1dJ&lEa5>!1h05Z0blX>
z&LN|}FJ|CLDUb+DvSJK3F#M1M#hQ?Wa5#?Q5-0-Y$m6_dVj~f55W-ByAmyO1d*h`0
zAL17=`N+O;#bBq<Mf7DlR@RhkYs^&H+S!!=qLE`rGj0fjM+iUez<Voh0T3z#`}_HA
ziORKX`52$<%M*5tRfC5f<Art4&+K^jQ$yw<+#fEy{^$D4{TCSh+X`3y;A@Z5NVJNY
zi#&0Q#0!Y<&Wdv4*#Il_e*aG3q;H3;!;;=Jc0=lcH^bB(f<((5nMWv0k;}-9Y>y(M
zt%ymUXlX}8N-%y4-i0DVtH@kr<SUXIvkz-lx3o$W!46WQ6u!Xvb57CT@vSZe7C*Uu
zFVuKAI)XoDrJHnde(IL4n^`sAF%?&n(r-;1fduJyh?Nj&ap+@nzk;Tw0SrM@+X|RK
zyksZG>dQ^6*A6#IIpa%sd==;!jyayd%UZ?PB;h3Z!0LA#{!9mSKaLSubMt)|;SLH5
z^8;Gpf=Y_9fD+g<WF!Qi9+ilS^n3aF`6brhvu_g0xvjowj0tlX&1WVdfB6!b`r(`!
z4dD9B0RKC8O3-d%AGPcA)>NN322N?_*vF+TzTw;>aBD>MEKTGrR#qP~pL~7D3~z}r
zo5@Zx^tUvl#38e=AHn-i2vEp@V`b#^O#Pk8?^$KPTR>fRYK4V_Fcr!(!a{=1#+o>y
z_Tp?8@<nTu=eri*;|Oc%fmaJ65^on<h+#EI>lQ&k+=htTxb~M4&S9cPQkq2*&%;4?
zRFF-hwY9Z}5~PkjtqAS>05S=yVSl_32Fo6<p$P6Cwpxg4Bz^@E3z3nz@lgs#oEYOo
zpBY+fgt)wzo(~7biEJZ_ncl+A2N(@U#POhyeb_?RYR79!X7%(Yk%QhMom63m3`CYa
zcXKX6Iw7dm3@F$C?L{DA$r(gA`<9Q-g{+Z8%vKQr!%J0xQef!}UOccfMTji87-3bz
zjb+2oP1;Ehc%uhj=}q>%etyj0?mX+G@Nj={2a7YU8`VFu3fuRdJhCtlXPRq61r|k=
zcFhCd^7@~YLYJw-OOU{_wQOz^b(KINVU58FlkV+{GOHcbCu>?N$RWvzn(S>Yw7R<K
zj6u!p&AuAVGpl-cs*1!^QvSV<#NC^2yuZ^;*eji~n)m36XXnDQJP4K+knnN@vs@E-
zrhD%04ExSIpR$AQ%Wb3t2{KKn9~j$_a7boMI-h9@k!KrtDRr<VMqU{y*beAlFYhya
z@Uz=rz+(MBm|j%D%Lf3@f$n$m@Vp=Bbe<sw+Ym1FPet#NkJB_0ytMf~Ksv}3V`Rz0
zM~`+(&5n=Py;miRp3c-COjHf~9vKl~u}wYw`|qbBk~b5!nu-iywR$==p`(tnM_kb&
zW;V-df*?aRnOYG0HO24%l(@_`wu5H(=ax`9Po6%Fj0;Kzj;L#3YHTQH1YW_TE`6}_
z7NXE~@kYK?6GtYig<nCwgaI?rbWV?W&z3w`2JwCi7dJPIt8c`Mw1^=RK=uh>sxE9_
z!r`N1XAdNXD}nFhb69JxzwCRO-kgT?H-ugG?jev9rsCz9@Hq*DveC)XEZ8juVYU2X
zK1_wZBe1y7TqdRm9C{d!36ow3ET%)w?4I0l=<?&Nj5cCWu^+rBrQV$j?fiLKpPS6&
zDm?5RCoWMUcWEz0&$*#gT!Ysu6p|<^4^;iPC@*C#NVAA&tzf=@w(`>A++5?{kpf&t
zJLw?ieFVrqSdNahX74A0*J{sEbh{@Z2FC5_!<08|)DCTLFJB8ELd_uV64aZRH^j!k
z*U<!ZV&oFtn^-NP%p>|tiMLSIEiTIWnH~`T9km?9J6d`oojd6CoPRW|N3KW&0WmL3
zpK5$9!n;z4IOB<?1o6YgDMeozsyT-1<9t*qVN8X3JbWom-FP3qe9CG*-o`TU&yTj;
z)Hxm6bq@!dtKT#xSF$u0-R@h_(V8rb&g;$4PHCp(Wy*kl<v)GHmsp12E;wwz#_ZP~
zl#cN6_Exw?v47vbdToVEaO6zSXzgv9fsnh4JNb-~5+Ui9wIFU9)?ptgIrDh#2wnyU
zsZ#Xw3iRDHFpG(4u+e*ihv?diQPQ4GkF<KOF6#N`s;H{oB*t;5sWBHqyxGoBv;)C^
z;>8o`OQ4lm!MTrO#pQidZXdQdd*5Q1@*vQ;u$y5MRI`C<>9|_3!t6B^z+=t(gpmPF
zxn2rA>E0mm&+I`qNT@263h6T<2WR`=0u@7Zu=J>i4_i!@cz#y#j9haiAp)s+58p$w
z7B7IggA^2rgxJYAUbr*p-u6#q<UPDO(AVg-hlhtCLDHwe;i(8gokhxBD`O-?*HvNZ
zHo}{~v#5tj@k=w7AQ;`YPw-R?z=U0ghB^xKHT!DdEE2C>C}fv~hw6*$yzJNh@86%%
z_wM9us019eoGT|z0t17oz2xo70Yo~;a+A?{WJfejqu|TI%-hvb7aS5|1VG$$w(bjb
z@QJG^(De^*wa9@M%q>BUXzIv{I&yUj_Dc4bk&DIG3R|zcV$4x96dHV?%rueWWIe3u
zjyHnDh%B9o0)4jh*r+UWPU(!+B6HZH1L__8tmtN^MTB*TaaXTttFN!<K<$O{JUBD>
z&#GH8!E0#WXbd3tfOgxqT_jo(1v&^~h4%^bhIrr6uel))gb?2XqwN|xb@C+bhc&cB
zRy1t{VlG}uc$#;tyPFe<Rz-qwdqX;+B!n_4Aeo&K60Q0kn8YMT8#UR{^1O-g9#jbi
zm}$Id-zt{HkfX33#vh+$K1TR0T^jc0l@TgBCM*v(5|U?!oU5>V{-5HY#CXEc>?fp&
z_Mh(rl~2~Vf`kNlo6?yx^x&?V?I1o)PsR$aPL>&A2sx22)f~uF+ru3ZqFZm@$`+dB
zVrmN&&EL}}F<|4SO(Kal8kL9|8GOkwxrxKH&lAKf#^gh=wnuA*iNEnOY9=vAs?}Um
zb7l?#<5aLD&|@8f(Q!kYsi;2j>@RO^srwp5C6hMlMhqfi)G<jbHzXv4K(hFKR$n+_
zp$tXLqG{cgpyAA5t68L|sf1rJ3?^p+#oaa42oJ7i@$F*p;zLE+>T0f{Ktw?d!S2b`
zs(>(v>36__Q^9#oLxdo<uSg2I212rCY5!#&{(%YM5rd-a5D~>yhX`JGHcINE^?4Z2
z$-0HwHiNl*$oIt}>p{AH_wHS0zB3AP&CWpZupCcXevU=*o)}&v-lB=w#QPt<BYGl_
zH$U*}7We{J5Yd98-<9tmA)=S`@z$+%L@HQEA{QDSA=JVu-L)u)RFqXm!Fl&(NFD}w
z7372OQIKPn&`-K8p#nn0mbIifiEvpOgvW{LKPja(@zr6koQ8s9PRAWj(IoO|+D!Ms
zG6(_mv4_Lrj5QJCjqvG(yiAbbbj<YqO2ipA_Y`{Uzz!CZ)<SC%B!(lQKH)_k#G9@N
zI~CcviMfqi_voW*kk=agm5OeELhy74G2MyJ0!@psVYx8#J+z|~p}TJUaB#9S278Ft
zVwSb2vTG!JY$BVy#-FIwQ>bhLLgNB(nw^8B4+X%x7f2kUxx^!9k-o-4BHk{BzWxoN
zJQ7dHqnDS9#PHy=wfRB~?7qDrOQCiUvO>)yZtvp^{GNCFwk3NbI=OGL!qI~8ySmUh
z=|Bqh;BFK_sOb@Yx&>B9`F|1i)^SyC-MjZf0ZBnp1i_+91Vlp8L_iwp2BkYC1OX*P
z8tLv3kZzC;LAtw<knVTfdq2-P=l6Nv^Lh6_Pi$N+?zQHeV_f69z7wf$L0eETy_sf^
zB@cl+5+p<p(l`!?=*V{uS=q?{gbgC%R8h)TC70~{{KR|)L?jY0iqRb&9%8`)hnPhK
zGLV~r&W;QWbhIFvM9b$F-=BRYe==U<qPjd$SvqO{CCeGc5-+mzz+98~I$lsk`2(n%
z86^ZDP^o+)haiP0Y*KnhpyemR`HFdBXZ}!J@__=n2qApK(?UcT_P}8j@-;G&K_dEL
z*Stg+Y-fpOWp9vON5&L#BjO+t++U>{%u!Ab<5iwOq(@?iTGaCefT*<3O@a;&olE&|
zwM9Nq19~!?kl!ICJslSk(Vb9v6M`2scyk1fZ)f{_#UoHL_cU7Iq#CJWk2+ulH>l{-
zr(Tmj5a@QC`UeW*19l>rKPj@A9|8Y_Sb(qTJ@{51T?11?ZP-g1U;|Fw5z&QguZn){
z;Vf?Q31Sz{r920z1RILd;05T<J|aRK2vCF&V`oDY>Fmw$t631#1{*gPK>u<Ed;Fb+
zNV>mqJ_pf}6kX&#e+DGQfuG_9#yKolT~1>_93oQ8d6Q`G@bxy*g8}`NBKJ096am2J
z5bhmJ$?j(f%6Tw(XjL1(Y3h&nb5>rhPJncfGm@%b&do+L;^64M{clDb>hyVGnD)@R
z5kP#dZE_-80TIU!_(1LJS#;?IqS<aFk9l0z$+N-68KL>D$Y;;xPaw5{gpt4(`BX~k
zDtJT@BQs1j5@5lr5PzA>2ki(!jlwWiBvJa-{riM~7^{OIv(BKemA5zD|IL#8f=%+B
zKd1+YUm0ZQXYk@6{9Xg54xH5RGCk`~0s1S(Z}A76*b%n?XpO=!)BMk<2N`)Ag9pNj
z>OcxNVFiv?M3f3}mUsR$UQUdJYeqKy{9(OHSwh-%5)LEMwi7bQoAaLf8PT*HegyWR
ztqQDdMEx77q`b-sZyT)lr7u<CtWu=NM<f;mCsL)MJM#BNRENr@7d%zOfk~Dh@hPXV
zC(B0dtcB}K#c|+&z-6OX3h~)8C18pIU>z}Vi*?@T3;+|#{{~Y9;R67W7n$b&7hg2M
z2#bUPBC&6pfiPocz4wnf1FUM@<qsw9*;YeJCBRwq;J=Ql3@H#!n*h*Y0TR*mBI@TL
znSF-<oIfQ`H)eI^D<(Owoy<rnBM)1k$chjG{nuptZpD<ve_%-iPQWXGv>w8#4Zz7j
zg=KFcgbwh2{jl2n0bVuGt!=y?I7jA+mi(8yHsIuTamEAR8A(B@Tt!{j$P|}@xD2x1
zd`V2eSyH&I`j6cw<0`^{Mi+6vg@x?V)s+y*w}siT0gW>ZA#wLpoWPTC74ane$B`tH
z3!95!gl^YuZW&fjrZj+XA$8h6MxCrZ1ZHNH!wY%~Z_K|1+<*Q>%B8!YmQ&5n&JvQ7
z`#_(pVosrIm}QZq(h;O`hRDYwm=W@H|NL|`F*+Jpp)ot)>;?$k4TX4l=~O7>-}a^9
zqY}V-=hOkx$B505I{Y?Q!G2y1P$*bYkQsdjo-8mxK7+>#5m>V=1Z)E(-wb$hvP(2F
zO^89{+IECzu@??uUXU6xdDC?Pw8r8iLR!f4AM18d*Lx%byqcZw&qf397P0=DnVG@p
zxI~XPQ-W02gGpFlx>>Q&99qwXe_Ck7i3I-?Vi&6fK(k-;MI9nZ^=F_QbP4+!xG!jw
z#3*@L|Ia5GBssshcn3nnIlAncH2|~Q-5^F!d<I^tV*_TYb6wtl+*|*7w1o)9qbLxJ
z)X%|QG3f$~nP6q?C=pWd=eB(|zj<5EON6u!EPI7K|1t5k(isuSquu(ppu=!03DBu+
zdck7uU`pZVUEQMb61{z-^*!ATz+3-5xCUuyePomkYy#MS?kPWG%78y-wfU6>07fO9
z@-t70!{;(Y!v0VHh1uDij=5E#f7cB$teZfAzgUR7S6*s3i+xM$GeVB?y^D7Ne>ly$
zKSA8e>H!>eyBnNbdY_GG&dvWp%LYka$H{^!%I{aI*)tGTcFiJivVcia54<wtXn28K
z?+eH)L-)Hj(IP?G2ewM+hoAn{&iDnEmjBqTAA+$fsAIvxt|s~kJ8;Fg<(_IP`d0f~
zywJ}C3tpsWHu5d`KYrNK-X5?@#G27J<T(s@^~J{U2DIP7SDg&3x6X6_A-Cxvzf=@U
zSY{GCa}!yk8$dk+X<vm;!}OYOgvi@$mqMN+_J3K6{@Ff=ORi=O>mL4slI}iC%RtHv
z30#0*|DR>j==RUUZl$BTopFczv;}BoaFX*dCtLz+4%L6nLdfepoWT+yH8#wOdF(ux
zGY1r66a-QIc4u505^(-CslgBF5p&~b!IXWi>k@~4k_uRG!80D9<OfhXn2;FUJb@kZ
zo#f!FW)3bHR`|XCUGc~=NlFtT6(Rf@8=G4+5&GFE)%ya=!`;K<QuT>{7~mTmzjzDm
z_K1N)UO8a2CjKRcB4m3?>OLC*L<lf9bSamv!g^52PlbiBK$rkKxUp%`&n=pS2Xjq5
z=d0J-Wsg81Kyp#Be_&FNFgCuW%3cOx*QrPr9HamHjWi5PkV5XGjc+4X2}p&067snH
z?=?upM8ZJ%U5TMr_6`Xl2Ip<J9i~Dn*?;Z1CJn<02z(B@kiGC~o(x$)qeBf-t-psM
z4bSS<NNrRe>K>^)v@6=eO};5~+4|C6CdjPi-$kkmhQ)1W6h%8*FS)#>ot-yqX_J4s
z0fPAY^-$$w28N7hd%@c9c|87KUm5Ly1mDDUqRb<i6mOKW@gadH(;zLW{LHG59`1j3
z#vsXIzKlDh0zo(>Z~py(rUAFsxc@q2qwmvZSZ(46Dfr_fU-wttx_3zBwbR7^{G1W8
z`8P_LObvB*;oGtQ#$`+z0Cwc9coZ~hm@5%hS66pq;FUMLB{*gfS`Y0(_J9!(KQ6h~
zTP^<AylK)vBoYSQSMHGP2rY7!$!DrwmrsNi6J{Dh!6(2!^Z{)h4W$7C3BQuA8Cbu1
zp<oGKO?eGtkf{t^$Qk8ZL(bH=Yr_w6EilvhfMB*k+(U*-0s;ayqX?#7W)JbL1D1#m
zyvTl_={EHB$))E(Zy7bA3BE$T4hhoCI&7`j&qgqAfT?i4Jq<iG0HG-uLZOawN8C;z
zyp_D2fLiZPl8QbIS`m8=K%b1&hTx>z29E1A#4E^_!FQw30>2kn8KIPI?CT>&K<POg
zGP&~MICTlW#jx=`xW~go4hDF16!@4LXZQYzh8P7Pi8v_czP}Kr1r`>vLtO@o=R>{E
z2{<UQMSlLpN+F;55=rvxHx9V%f?)#@f6g~A&IyndJ<L}zKxy^Un^6SFKgbMVCqsws
z6Hb>e5CTD%bFac#>R~FyVt<Dl!X22fQ6aV$NILj8tr;S8(*YbnyEN3E@3H&6Uke3Y
z8;R*uRgGVI3_%24Wu}Z^pfo{QhWft#q<9c33u;aRD83DbUJcA`(WryAS_cv-boM&i
z6~H<9|M9vtjqxY|I2VODsdT)f0bLBU(&7eadh&?T-;I}XfX!JQ$qYhI0nNw2D0^|}
zB3O&QhJ+*+cfmVH0=m$hAV9cSU3E1z77H@)#PUF~3JnpAt8kI^DA?twz``q&%k6!E
zj)5UU7xGP=T_I3}R2`uQVP^pLR2RJFP<djY;1ox6U*z;gLd?)20cilvJ*3n_3{VgV
z*V%Tx&J1L77^7U)icJ&(M==D6aN&HM1(mO7bP;MgfO8}O8INv&7R%$2vN9=zB5N<s
zDWM$5wbcCl=|vQy2q}b!q2Yo$eR;hPc70Bn-2NJfV?(#LjJ^^8zQ8<texLI<@ICyE
zc%gvE<QE7pfCvNzLp*Rb14jao5IsPpOoTbh>^Xd$v_RK+<gj%M5&+GCG=ZR9UVks7
zBBu~84&noX9nAjmPc*D`6$thOB7{GvoAWv^qhP2FpsD`Rhu{?t0gE)^?TEFkfh?uA
zu-B(nObP5PRC6v$uWd%i{YcCm0GpRCU+&5Z^at%L?>`YCK;#WqJM$o!Cp;R#s%P~9
z5OhHhTqqQLCD$jbRpI17{hJd?Kcry&HzM>~HNIxxc7V$Z3=VE6;1Q1=ilx@S@Sk8>
zP-CUTc2ai<bQdGlY<KQFh=VtY{Z)wrLK~oxgM4-!W#etF$YFR$APuJ*SG*sI7yvjc
z%8mosjL~=g3pKk@VfQDiG$uWr9w8aQ_xUo)74kv|KA^jMbmq!`Q$sZ`B&BjzK+Jgp
zz;yrs-G>_}ibgpwk<WL2Yq#r``G$}Dt3j~oHgj_EmSu{Bfx%k~)I`j&?3dEWnK+C@
zJ8F<-1K_gn)zueU{=d2ZxetH=C^+eM;gY>eUdF#`2*^N17aA+1g66G)_-w4HEKQxM
zGC2?%UmGnGXgNtYU5EV<7FsaR?4p!nM}qH}#bMxH>?2E2Jbx!Arz9A=Vs=!Pm%qc$
z{qpJ4ccY7qFrd%?Ndz?*olpWh2J$<AEJ;=P&y&pcWb!VQfrfM5)%t+~T$WH+Sh%~P
zE8TQ_UA~~^zbOAK&d}!w0eAKBBpD<XuB6Ih!vQF8G#{d9>W35v8)5*If<5>-#6)1d
z0JTOMrdePFxd9{@tpLHFzty4hMK&oUxekXm${oA_P*)-8H86J$=dgpZ54KIj-YF|5
zhs-L#gn0-=J3xNW1-$F-=xBt|umyy4AccgaGhpxr05oBs8zQd}%|_z{=MmDleg6Cz
zf)gT8FVAdl2EuSM8CHv;xey5cK#3@GIeGYZX9xU+Xb`<YATpp5AV3l1<o7F42D%~W
zieOZ|4WnLYU@|mo1>t=XQc?MX`W;#9gdN2FjaYsKlvrg`ux)3IYI%c?Z1U($Cw3Ni
z_Jj%1t54wB31TYbfTC{<oEM>5#E|!%`k(6xC}g>J4S@orc;Va%F`@xwM_STPzgR?H
z3BBg}YgJ@#PbCW9I@nl0BF9^-DtZQ0#5k<js-wkdfOEw>9gY3Z{WrO$U=(&zLh*s4
z8Uoq!rm+KI*tocjFwN+Nt<h-B36vtdFZgjh=G3svHBBE2FW{epnvF0s0PEPNH3B9n
zWVDC4<)`7g7x}Y;65GuqFK=((5S~kQFbdfQfl&uW$iY)dpw$z@<of=wqKF6@h$Ehe
z1sO!JU>*YDg?R^1t6GrgBe=OJT?C_$y9OX@lxrGg3j7&JnSj&MwGNEH_twDBUk`t7
z8{B<h0c*^uSw_s+uuCEwM832BbTEY=_{i;X>tElhQ<C902iaf?kg(H`sl;4L2gk@y
z_-`BlutVaSIs2bjx?&RA;s5G|ku(gnqWcE{QJ#H9r_Lm|kXt(0fS_cH!P%V*R@>{3
zow$%Fg>4bm3xYE=_^2?R<7L4KoeUt?`8fy(=JrHKbs*jqfJqK#=yK6_ghfe@-T>(`
z00K6s?;BY{cRu*bYG|;XLYlMzOzj969T%!gMDOkatR+JKgpV<NV3ZB?Fwj(PBl^Kx
z2r(iQ0I(X#BWlxks|9gzD}Ep4gZ&#FWgrBvVpzPBE%oe~_i!MTLzR1;MiEm|lSHGg
zWlC7zPSSf;Js&raJLh8ooo{lYFdLAQlJEtsdAWIp<c7hzMglrlLqkL7`NVz5cgE_1
z4;KVtFkc6_YQ7uP?3;2)i!n4a%iBVrc~INZ4S^-xWd<HD320nF7tvw6v6^7Eyan12
z*t;NZFN)lTQE~=huooqXAQ!<&tN6Aj;X~Wf0x&Y6Y!QQWILAsA{KZgW*sNwlDRdVJ
zfTYwQQXvSj56Wo{5aAwN(W=Su>F{CnXi)+Yw=7QM)_Qp;(|Cp4Jy5D(Zi@?RkvqE@
z$}t?UTIOw+6A$!5O-1V_wX?HB8~6%Dbp%wO>`G7!G3S47QRv_7gX@PP&jj<7^5c5o
zzKrdem6goWn4+Shw%V~a8)S$yxpo0xztJBwAiymO=1A^vDi0W9>cSmMq5@_JUGOGi
zI^Dhw8v>`ZNd+jKBN?@&;Xq`*3$ph=ARO3xew2Xhju=3I+W4l*fdd{h(k=Ow+@zrR
zj7(K;-xe`;{x>#*!0`|(KjlM{e?VfrCEUuoFWK%GfBwbt^Z6LNU%rA7n$XSi&l~ml
z97$_uN2WnF64!JAO+ka?4Zw1h)015>2Vyh=<byp^e{dTlWCs}2A>^DK)zZ9X;w2mp
zcW^Qw*~V;{$H;9v2oG<6-U?8ezzD5}6Al=Fc{^Qsys*%{!RjDOC8eJO$|#bEgyn+R
zBfE^8LB56%vv-^6R7Vfb22-)SeaRE;=ki7im?B=`JSB5mCB+7%_6W=s3P+f&4k<f+
zXbtad0}3+d<MYEg0>6Wno+l*(V5}7Z!+P-olqn|tzw_leL9;sMnyPKSnr>-b8O^8x
zmb7ibm&$NE6X2`f741X*<{9+YP)vFB_qP-90ErB45McmHhbP<`g}Ag}2mVjUnvk0M
z3w+XVQvLu>PaC2_AY`GVAnS%eP{9823^G;FDS@Ji5dH+Ve-b}(J$(c$!=%zY7(O5}
zE@uTYoj}eA;f3hM5ySZ0BkXG<t@%O6a@zzNT{edazM`qkVf~lTxow`im+C8~96=8H
z-eo3uUx-%}j(Eg;jpX%!Y4JizimU^68-)832{5#$$8tl^*yz9+9?UZe70xnPKTl6j
zAu0X=YBB_a;pBs9I#EFi<>qjyxn_XiM}*tPheiq^cBFU3!ozz4f6rH77r?am<>a)X
zzP>g@T96!LWi80P$SZ<%&;x#-yD%4pR<X=t#-qC@0rn*%+5#a<lYrmT$;rtaU|iVV
zyo00%5p3{VpbLPL<P$(m)Bpmy>A0}8gv1(<)yZp73;{a?;bJu$0?8R9L<^l47etc4
ze2v^v1W{`s@t7u$jo7g%<7HrZ+_1M}717B#Pe_AK7l}Cl=mhBa<nZ(GRGQ&SX=A2=
zi-U6?=BTjMUqKdO@7e9bdyoqRE;JCV0-P_SU%8@Mjeqs50RK7Fxit(Q__&|PE>216
z(w_}cr5Ux|F1y-7cXYpa7zm+EX)Im<;XqQ2qw!&3sbPG}YirC<Y7dr8AcFwd*LAAF
z?nVwvB~<~Iq6qU@IaI`m@!oO_4CL@wiPpeGpYwE;iyYLqOwq-2#v=<o`q@paiN#Ig
zljFffT+wf$%E^47Yq22LNTh_fFIdgM@j(QkR@*OdV^jkOBp+e>l3t5M^zMG$fEgjs
z{E(e~5E-TNwE)jhEInp1IVVQ~avQU2(?dhJ_4)bas|UR|E4E=4K$(*bvj%fb(2PDp
zD^@*(5CI#IJud$xM5gYWjX$c+tOb5H&uYag<vB4S;jPvMtK3?AXd5cwwx6_8Bqe0|
zNr^N}oc5deW34)rHrOIWMJzKX<9`8dO&jI}PChsBDIWY>=5lapbQ>)-XBRvGP7ZuV
zbi8`ga59R<3%cyaH9{<3Tb?Eh7|c%)`?Ts1n2{I&%P98O@ChOMZN$imi%SfttJ?rZ
z#)dxXE6Yi{xna{38b0;6l+rF3(qJQuOqd(&4#N2T4idIPj==5$h>DVdPA|#lcIVX*
zwD5c95-^n?P8CA%65G-NtJKI$LcKfpp<HIasDa2g3r5D*!}h$A!<M&|%R)m9Ev_Gg
zycWznIIi6rRDHPa_@~UA!~XCW@YtK?kfaQyZ6_23KXs7?WW8WcH_aCfP|r;euSJtL
zForgR5<dL_rn#jhA82!vkj97!3j|h#MIe)00!sqkq8TbfLK2UFVCb_=>HjUuA`4;?
z)TH1?Wv+>PXsQyhnp`RCEBiwO?)w|p!MHJK{XxyFGVDPL*PfA)eEHbX%NL!DPeU*_
zEbOaKy4>S^XvSl*;tBVqR&Iu7r_jI2!3L$=Iw%fnZSvx>i~nPSS4=E&T8r$4(z2EZ
zlwm^M=?Ut(=2cXqqd9zl!2%+E=8h=>2177MZQ3XW3P(`Te}dD}7wl!1zfa`+fe`{<
zNQqHepyE5&EQ&)a(-tCTwcc~6#V%N64WUrCtb21i;Gg-=I`E2sBS_)o)rR3?0kmvJ
zKFT&=2!ZF*1kSE4kdKXAqD#PB0E8yw7AyCcE|=V4FWx>vB3Ymmc)qKEa(ZB7AGS{<
zqpUI(6B~;l+N(}SYqxs$I~)#beG=rcu}qf&n||5(<QwW!!lP~mZZQIiMZizSR^#Bv
z(mDFO;BdA#Bq_)~z0rOd=3ezstK+*~9)`RZ6`u_<#q6V~DFL%t6<lukELS=dB68sH
zxGJ71Yh0<u)`HwK013V7Q6~W6AgB?Ec)^>nCnC;Hy^-qP6_k77Sj1Pi_sQMoKo`@6
zzc2%e1ihQ!96~f31V;jXfEid3vo%m|RUNNp50{um*9)r3eG~P%ti)--n~I8!>TmhP
z_QAq#cI(s02l+H{NgshIW-cxgxK582v8sE9m=FDg{!Ul+2q*Q1<{7D<rxIs^G<M{m
z5IVcSI1$@Hy>rSBQLkV7YV{j_nG6hatLroq$=EeFhVVDoDwG+&fWSTUHcux4Xwdx}
z&_K^x17p_jpiSmJ+~5RFQPUEX;C<K`2w>o+2L|qaKysn#AbI!^W_Q<%?MgXJYfm;R
zgEKur9zlxvEl@K3S_Zf>z*<!M3Aq!ERq%D^naOa8_Wp*4NN-<KHtWvNf=wrH`h}rR
zR}c5{&Ed*XzD25Uo<$Uf*{p_a`44}ec$=!q|JiPi^P!C`3(6&x&Me$hD;yCCg9SAU
z87#grsE^<FSK+|$7O`6gfgl9`Dr(@0vu{;U0EO|d1bLaWD_IZjwvQVl+xrI}P-t|(
z9Tx1yzU#P>8u1lU7YCEhugBA5Grzy>y<;+-;VfsG1LdC%{CqGCS1OXY1aC#(C>>la
z>2`787RhJJBsfkTkh`>Tm4N?x^k*KP=QBeTE<e72Es4EGxtdz8Ilw)k;$-HqR+AMm
z?(6JNwL;IT3x6+^%C5!wkjU_X-YN;1Co;Bz&$I!Ip4+W=1Laj);NkudB)Jqeqzg~n
z06)MK^q-pZV`EQ!bP?hG8dCR!!BIi5rXUELXQiYtJcP~~Y@>3<SiivuevOjS4^D>2
zK}TE$xr{B*VTvb{Rh7O!zg$Io!&^>29wT|8oI2Xl>%oM&4;COK;RlO3bUj`+6S<KM
z9-`ZIHPdws#I)Zg62_~_u46b5BaW&WRz31+eiayXpq%i~@!-I3n3%QN_jh-Oyuf%f
z!JIR9-^da~v;n*9C7Ng-ug1o6v{_VLY(Ay&-mEjr9`)mVe|XOPOD=+81a20jp-429
zN=f?u->O7c93C6MN7OFixKGkP=avM!23{5dKZVa)cx`ae4T)DfZSR4$XGB7kRIxA^
zt8;4H=;-hxzlMc^Ua*L;GD&t@{o}bK>nx`qQ<1s<;j=Rh<bH<k62$WW-R83)xR0U$
zdLNhuyzSDRS%$pliJRI3CeVc(X^(|=uNMNzC)RYz<skMYS{M^tk5LbuktGZvEyv)K
zMC^dyxDi4JGopC@${{d8JWAa@b-=DggHP2<HnkZR8ea=lb)47O2%wc-@H^|Mia&PP
zdr#zLX!mLCw`_2M;|`fb)NWOq%Vnm^7tQGMS-^kB0i#DVoRdFF;DoFgO%MmN5R~~g
zCAE-NP>eOs;W{S?<!ysK&&6~5C|I9vXaH1$Q%Le45!*6JLUaVXk9gCK#+Bq;Xs)Fr
z@cvK35>&oj4d2;fNNP(yiMNaC*m3ajWClJ&n|wy26p|orSx!{2;`MfZ#h1)AT-|CA
z?itEpzqZsB?E{H5=s;HW^50omT8hA|D?r1pL|n=eV}BK!>Amx<t8ypBJ<*9WN-0Yb
z+MD_-?&4t+<Z_ZYSwMiV9y6`)iFphw2|-bq4pHDP4;LgK3V>uOo?1A1@-vH<Z}V|Y
z-poYdN6;xhO&P(>d`b4^jZ-S1A0<K>Zn)M>2zBeuord)U-$f=|FrSElHw7=;eDnw7
zXo;yGygO7K7_K_6W+AmYBcr{~bBkpHw6JWMQ%6Qpa}(b}d!^OTqEf5-wq5V4DVU;y
ztzY$aD)9|y#zP<BR~yJR5&c2S9||D^yTwgC`1Vy>dFqSKJXZy8CSKY!{O7=Y``Ybm
zfyCW7$s}#Jj4-R5gz(>@BT|*(**?FZ%Z2HqZ;u4v3Zw#LBHwlfZ9#wAN5sz#>hV=n
zD`Tc`VqB;R>X4I<H2-Q<G+nry+J~Le9qHPGJ_doxSIld(OMB5>I9Z6^i%ckB^sFiU
zl+&Gd0hVKbIrc7K^p2eqh3{f1G%fXJmIbN%HsedyenVmiy>Ks0?(O$b-v4lvrY-u8
z*FiARQ@QyDBKE}}pqFSFW7pjoxrcI>!0dcqMl0xA7$VaWO(}o0X2mBsN*%C1+dh-?
zOYpkCmu|%{ZEH`7sVX3)2bpX&U$K7_P36bSOcC{(+qS=-lKf62YV;lxBYCrbop^ii
zMd`#fr3<+KDx4}!g;MF`DnO$k^ePSa5yHFyCUA<IgtJWG4teDGH|4N`EniUS<ebNJ
z9{gbcg6YF@djUgV-7=J7+QnzuTe8>_54AILr-H%IQ(MnlSdm40cP=xLDdx#*Z`T+P
zV9KMk>XO794m+^m%bZhU5(aB!)t><AV7jiBfr)=0XU-(^yTpeJZ_TD<n)CX|g%(LZ
zyDp*9t;s<@2JYF5%Na4&YZ|aXxtWvSn%msaINf70D=S9R8+8k>Rj#G<jG%5dCBF0o
z)p>OTacO{&MrAC{L5HDmfcixj^V6UwaMi1s9+`1<_t8{WV3GaZvcuAzQTz2_p~DR=
zDtV*6#ryYp_*0+|<QvOU+~b@Fb#-uL|Mx3)Wjzc}<Z!-l!EcPX*=Q~FROeSJ7x3HY
z^%>hk^52GqRXR5&OVa#I`xe0pXU%<+$o;K8s0p?^uB#r2+__7DD#T&s`K8zpt5dbR
zri^#8&oDXWbnWv<(*VtrXS@#Fa(Edi_gg5Tix78ROJ&S26|a~wW)*)?KF>Ftd2)I)
zcB)a?Yr(;M?I{OrbG7lWn$!B4^RpCG^~l88d0pl!EQiWUDq?iTW%n{2^`+O2#%ACS
zDYz2i9!;_7GJ!PjMa&`-L@@sAAuft>dH)`{Y+0qq*{%t>7PV~)bqlbRpjXNLFn*Aj
zTs_JLsB<`!nuZ4O`I9POb2@c>h#mOe7RxOr-_=S9^+~F`)GFVo)_BG1dgbh+QMXfa
zDcTpWGo157t7JP57w~2|11d9r^F*}6C3OL2uR~N=6Y9EXB%?~X)*Mu&v-%@T7P(yc
ztcb}&c8UexQyO=S=v7tIwr3O~7ZQy;1l1{I4BdU8#Y~hCMQ_jkh^OcLS@s=Tvd<&5
zhX-lxIgwStI1CB{=?^H67h4HkmPqfKe+Zg7^E}slrqzBC8!qsW_BH=jGVkjEW8FVm
zaajyk{7TL|z1)nh5M=3^gtvb_<acmtvfRDc6saoRyVFmNZ__@%M0xI_u*W)H4U-RZ
zHN))f?oIM-^(O*(X{6KgqE|J>ET}1^rk=^n>c^JLk4M{kb+%Cq{qCaiNZ))F1-(_#
z8mEGl8TP{)W!O^eUu(W`J(ZQhe&%vPa9$JqVR%>6gg4s%rBJ-6Wx0*;SO0YLw>YRA
zp?7NTVwy1GXGcG}JlWjOoxXkgD}Aen{L1%P3juK^ri)+akK%LefB)_>46!X4u;ax%
zw|n~2K*jWd`g6iqopHlfoUj}AzP6s<zknv<_g^yabx7LohJ#tU9>kkFHK4%T#m31d
zZNw?#>l;qp+%#TyXsxTOe3#A3+dRd>D?SEYB0r>ez|0`c3zMOuRgRRh;azjTPF`;#
zI*!Wg7b6s&$#kyFP{|P)>=w$V8}Sya)WyzP3Dh2^wDFwQ7qZ}m#fxN|-ic9kLEpWO
zhv#tR?X7B+kj3kROp7`9<mB^y?sBJFKI9;Gq?Sax7pdmM4RpV8B8)sklG)Qg0?A+A
zvA*)!7|8s=PIuGZw|!=bw)$8OEGykTG=_$Tx!B|Wv{;we-tMYy%;3*Y#F8i|#NZ}a
zoqN#N3VC-hVps%s+|M(VW4S)@)I1gdSiMn+QzR{cYX*m*P7g&CbX>(XGUp3k@{XQx
zEfrb*?TNJ(QHb;`rZ=1UcEz(dHPfs|j7Ds(FFU5{TR_`|J&uB=o*8^#uS#t%*vLq(
zpDXSHy@}7d1Gzuu75UlF1j)OjRHvmh<?kmr?XosSlIo{SwOXGgc{ZZeTz1bSsA@@k
z3<|z24^;#W_{gl6eND1|BStEABC&l^u17LSEc~*YwJFMtXzQ484R53@o~kO#ttqfp
z=eLYXqK8lRO#EFJ5z<=vDeuv)SMSxO(|#t^=4m5);`!FqHx(Cr<1$}9OI^EuEAUyx
zw5LKAy(M?<g9MET#V-#+3&LVleJPcn23rqPmB)FB6?{V~1ewQCw^D-imtqU(L<lWL
zV1|H7nGe5Hr|R4qc^4Q&qfd&37szcc!!_QZBErS-ACO!l#0`H(y=MFO^3o^o-|O2Y
z0jv{AGv>36p~D5VTz&BYk~;$|_U6Ynrf*N6ts;#lpb;FOmJM6{`}c2Fjr7fu{enLZ
zD?`?;jJ<Ah6V=LMEN+u!w>1a9YG&2dK8$H8DC5WMAZ@Bmw?83G<&if^96h2T^I<C)
z4sIX%jkCSo{WfJm$yIviDVkmR84z%v+$OwjzS7NU#V$n97e1KV%}#HoeU#{+7xi^=
z66@&trVaYt7^$S})4_?G;wZxl0?}FQR*i9jvXu*q)bboNQaM9)cBrz?>L0~O=2R8f
zzmq@1&t-j@KCgQo+*qdH&=V>07Z)o$J{T`617liEht1nAJZ|hZE32fThiIzoJBtw=
zYwUKM3{w5Cm1TaJy`X%u8ivfw%zh-VSUZ>E=1I6DpLc4V?=MMn!`9>uYUE0DX)0TG
zXT_Vp2i!R>Gj7aRutgW{;S+&JFe}&oEOV@khg0C8+=1cGo_itg=L>g$zoQdGP|rd1
zZeu~5TOOmLe*Kh~GRRFwcY*t%Ik!>u!<&^J(QIQJlV@C*c1FG>udC3xzIUHgRU{bJ
z{G56!r(PDDZGZCnY=}a>z+LCE*uB7JeTvfw>}5=an5r|I2P0YIj7%++wVEHPj85nO
zUZ%FM;3xQfJ)Jl*)q%3qTC}%a^SCG#>S6D`(raO%K3efkkv)|ZQCvAkTaS&)<@64%
z8xn_Eszt&!37WN6&evww;xAs-<#Qe<I2U<`uf-HneL5p%=*Cp>5?vW1`^-yg5#C`$
zRoBMAz_Wsz4(EhGkJ`!R2l(b8{4wO#6+HU^wcZU-{hZRBAxW1%Ulj)`xG)sdh^`4j
z15#rk5P!%ugKyXixtA;@<?m)*Q4uGSx`Q53Wj%)K8uF!dTcJD=8R`17!4s`OK~tRi
z2Rz<X{B{!WyReN|(=*gQLut9C@4%wdhl}>&VmpG7GAT2{X8!{>ID?3J3b&8qvde<W
z6ikom|L#1>T>eP3952sSE03o6x>2aqmD;tHIaBy>!Dc>!X-oQ*W~|T`Zw7fIq-*Gd
z*X;|6My;N0qE)R|kxPahU${SfiZd;%`G8RS<q<6oRaw-B$Gz`9-PdLdWh;z!sCT4^
z3w_=oN$1i>-%)|{BoBqT8h8q^j1?2(o`ho)lnCMX1rws0VM@PK*+1q=^JZW6a)**?
zb!Phe%W}|o`>(SJ1>~zM&elGdnBkNR^2*w5#Y@$UV3g->f5PQck%MJLK5;OX=a(5d
zs&GKp8yaT05oSwYc`Qnn#FTw{X?m-eB}TH$Q)8s^L!^*<+ZY=C8O>||mp8vibr-$3
z;3|5S4aqx|l#O|{72$-6&Qo@MiGi9~oCfu~(<~Vut|!c{8kPC0Vk<9k=um{I)Y)H|
z`_9RP(L~DRzdDJ&iEnKF`)>=(Xl1z@#dgFcH9x$f5!1wh(T&Nrg02x$_ID~b&6m&Z
zWH7vK@PwD>n)OXb{IZLvNX5^@2oIW4qOZwk3StR}yNV*?|2@5hH!FWx*;@9*m@lNO
zTi^&GcYEyDIJAMu#1mg05S#zlqYiUlwPEBd|5NYFxYr84Meb$n-<yXA|K3^J*)`=<
z7NaKcQ_HVDymW#HW`)B)^QL-ap^1|2<js3{-luMw{-mLdTYFPOmbAqvf->5f*cdMh
z)++waHJS*t!vqU~-#u7osyq#^<)}ZFR{AlfGY7ZJT6*AIo{#8Jw<G>6s=KZr^bx1*
zmcr}7l)HK7b6CU!8s%0^(|-Xp(^Q7|5%zs?R^pq$Z~}d-7DOXJONYQlGxS5q^e5K}
zJk_9|_C@)m0{Ro~LuZ-ycFo{Y$R$I+9<M#iV0r<=!`VlYAoU<99J(QGJnO=@Fg)*4
zX=;cQX9|5pW`9Myh1lY6+BT2Y0?ydk>@Rki>7vI<TPM7_E%$I8L|w_U)oMk;dr(u1
z@y&DtS_~UU+`)2cw<+XhvN6;o+3T88-m@H?L^<p*g`jN`thtXQdeh60qNCaSGJ#b0
z_SEI+f$IFT))u|=%ie1*s!__X)+9sWeAbc0MLIT5o~0<2*5CKlTrnGCr4pmZ4`;Zu
zT1hQdPjIF+Xue_SKeAyZu8A|d-ZS{xT)JsYl`k?yJ~K!|+S~8tQDh}6*k!*(zhfp;
zjuuUQW?O1|Q?GRUM<0j3CEu6kLV-3bcK*#~K7lXthqqOK@p!q#yl!@D)D2R2^JRK=
z&B^FHHMuSCF1~*&t4zXoiGyeT;~X8D=M({jvVC+vbFbOzZxzL|VB_<+Tn$zF(xGuY
zGWKX{*O4J0=4Xj$=Cfxa6do=D;7OKfS9|b8bE`APe6-&PZLFJqPRDA2XF=Eb;nU9_
zQfmfMOH?bWLM$$K7gokos149co5o_(9~=v>wJY2p`{Q?}xmEG|;w;47Ll%QfD4YK%
zKXlil(5UtUd!}@vTIK`BH@aCa94iCou>~Yv;`oN;ozwFJL%(r3Y`YlsNaQu5^A9vz
z+*<6KehQ|sC!66mEr_?d<4E&<&J|7d_WLmNh);x+pixANx8GsHv2xO7Pd|0pNsp{&
z0ZUrwh2cf!M=H45Px{-n?Y8cYH{1gpElf%Wg1pwuSG@Fba;KYu%2=vHTxrUp&_oFD
zxnaIy3cbG9X!+A{^33G?WJK>&pqgBqS>9o>h4@7~W0SBWiH7~r)w~CPE-F9x>VC4|
z_X=y5Ib3NDaWJ+fag8%@D3)hD=uW@mdE@Rv`d0Xk;*apD*cQVyCw7gDNWW0EIZvi9
z_hn4g`=RfR;j_g7_eBE|HG=^@G)r7?k4>&haRWrq10Y;k_v=^T$P{uxD0Wn%ynoke
z4~tTWHrxJNXK3eVcOYe}LK|>1LoIHUtYz3!oK<V*+r9PAQcc?qb2Wd$!~*OJ^>%|b
z8$JK7Eq{&2#xlf9tBuZ<NNo5ML$vNI-ULTlcJ)kzNWfsB{BCGVVmixJmj$I>Q4NaL
zt%wEP#156J<sam)!hY$LR?vLB=yHyAevMOl3+qJ(d*hzJ=;?bFw2Pm{Zhp%?@BKq)
zo)&pdB_`OQRtcQM%<0+&t=kT5l>EEjI7+hfZF>21ZaHQKch`^Lh=f7YQdP@(<M~{n
zze+E?yz4dCGwush2kcwz(2ZF${qnSM;&zqxZ#cNNopCsYo_5o7wQ-<J($GN+34Ty+
z+$5LXn%Q4oJ;^QX<Y`MILa$#|&>5HhAo%wUUa00zVaL!x9}Y38EdD#BVN;Q5^Y7d&
z1Yn(+o0p%kcJJAYNwrpWFW|nv9qq|1iW}?VtvJW=R8gB(@n*>%@%wDjT3>ePs^))O
zVOy|w+t*MuZ<yOAP^`S+ufjS#=4tuHl7U*h*nP2PZ);&V4>OR%tA<u1;4CTG_ZHUS
zQ1i|(r3=r1le*p=YP_KCPU8OkSoz+U(xSs$6ov09WvGWQQ@&o25<Z6FSK`mmC3Vk$
zj;u0!q8%rOMoy{cJsRQuj}jRlW_TxDVrykrxK%fHii}jfB{19cl`je{q@U)JB}hZe
zQsgKVr*q7a!c9ZmQ;n_h<7C%;`!`n{Dpt-n&i3nUITB<SlK=EBlg@gU1mwocyvtgh
z41qrqQ}NC7`Kb8RlL<=sASGgXM_KB3TL)$Kj+ozPl&8HcVt-w|c%jF7=0baUh!dx`
z8!dl3)+nz)mUY_U^d{b#70)LUeXY0Zc9vfARN9nM6N3;-s9RCxb=Zz5VqlTG!<bI;
zi~r`&OH213t+j2TqX?8SChbOix4V6|kBWg}!-^hQ!sBx69@(EYb?uUO>#w<+OS#MU
zhPv{WnQFb_)yZ`gy6yQ+s4QRV|4-oQpfBm2Tu2;XN9q3F3&<XPZv9?GQud?i#6Db1
z>j{&nPx-vNEsvfqh>v$NHB50(JOXJu`<*N?7S5K)ZJcTBfr}a?f^hv=>m_anVQQb_
z2LW~8ZU}cvCIsmV?lQ_7t^2)v4wcM$`MtBmpBUmlLQ@lCSt$O@zg(t!Rd@OCBd)I$
z=gmA%;y!PxMd+5Ta%sp^VN7rIeD1H3{i#o;-2p4Fw@Aeu&q!dC<U@IPv~+D&YzV!K
zoh{|K;ReR)l^GpbYB+EkKV<)IG&~LR%lnHiKqnNq6ni(T@*bgVib3CfbuZa~1)o{y
z4O^ClRl-VRN|Ss}pY35}%eb!d=dhT3zzLXnqtu5pJ->l5&e>)SHX=}?Iv<vYYkY!w
z>#Mr_7juH;+Hc_^0g8oO$coNC#pz~vJ)P~0J0Yk%XZ<xeT+^4};#2d;Pqlk$J++s@
za6^}wDnI+o7cAec^@ab)pyzafE_t<P%R|D1=V3L<kjSd1tcHJZ%35w^PVIxUVKtW7
z2qw9daej*I9_x=pb2~JxuL3w?u~NG3r-hR>Cr<NPk8A1<eP0vOzYY8~SbE31;EuW8
zT-^ZPBYuUr()KnCcf2xs_Qk{qGMyLIkML|NK5Z06f9=?vD$tPOd9K#@oa4Bh94($O
zN9fxpS~sOUgM;q^H-yU0QN_0!^%H5oWb^5kwaDyR4W9L^GcvclkI=lI6eT=bveR}b
zb$8*+P6|8jLfL+R*?Q$fH7YvWt>!A@lKGMmhP-=wISNnmklDJo8V!eP`-YwEDK6`R
zlOQqP@%81$a)p9nD#H1{Ho9rKdsl8vT8~^pS=bNK)I~7*e%PD)`tX>bExv%(O|y}m
z^Y}$c_RAgBw@M7(yKJfX+BdtWI2%?-4CFgSTtAB%{(Z?vODe7=$^0=rns}6F-y5!R
zma_EH6K=u~=aM?7Or=z+PiDZz+Q1h$#gx{x?{**Fy~M&#=o8t0$p$AYu)L8!A+`DY
zZ4efqaru7UZyFk!-BT-hm&G-W|FlYtW9h)po|AFll52p(M>V>}Q<>P}QRz$!s{Wl)
zNmhA-oSc}`1eu}w@WQONBotH82WsqX)B_!+%iCQiNpEg{5}}Qi2y^-^Ldx5JSo$Q~
zH+=W)bbnx7vh|OLnjK%ek5yoco07Wk^4HEdtGzi_>WN93qI6SwoDJO*BaKWw>8F~_
z?5LRYsrHXudK8hHRf-Q1k{I9EU13&_xV?HHCf%imoqns2ZZ|KAGbfh?<6^0zUu%T=
zZ**kLF-5{8ZtEr{*G<UoYyjo`MUPrjea|B<NeGmkO`EQM{CZFV(?zqQ61SrT@@+>j
z)b>=CI%YZ_ctXMI`q&b8?e)Z<%6WmHZ?AH=mzFY_hyFLL@ClKki!(}=4v&Z&yudJa
z(bEgFPk%Ak@xDG^tLBxVjr*A7id&?pBb|+bg?boQ696a3PwZ!Cbrj-ULHfz%EIV$2
zcpqCI^r*nYD6}bS?Yu}XQraV|lJPkId%b_G6z!VxKxEKk<!lKtlB8l5Qq%d&x2&(8
z3OV}kqvu@A#kmoGW{zuqB^5ubQgTkPb2iTr`Dd4&ufx1v(?Dg=U0_cjl!<$`$d~ZV
z)J^=gZ{cC7vbe*pw=tH8tiNyn*iVUbZS}zoeId4|`}1`Mzv{h=*}T@qd+C?o<T}Bm
zw&A7ybuEB3!l-`R?c(0_&SNDTx*a@Wwu*N1q-+7S$9g<AmyDnL?y)#VS&+2Wpm7=D
zLjy9!v2wU0djkgS^*;r>0yG9vec^U>D>KIV2NZO9g73B#cZip49qL)LN7wJojaQco
zyl2IIo@cl+9#b5gsuSKvZL|N_-}#E*_{(yyXM*^*T4QA76F+8$Q1KI_3ooqVryIHc
zjI%8NC?lnijlFV_)^+9SVb>n6fGP(;saIuo18G=v#N*wuwkM~COZvIip>6YDogcba
zJbInIPS6msJdm(@5QG;sgo6t1Kab3Hz*U-O?P;GN<{VR;#N%^btk2X~xVX5#<Z#HV
z6gQ?d-k>%9V7Qh(rn_E@&NC4$S+#prD$DrgG2LmkePQh?Re2i!ib>eRLOp>M8zSb=
zWSI|@JWr+KDwJ8;gGG1u+dXRH32fKRzY@48tu2bmskmkyUfge5F=w$E$ttD3nOcrD
z&U;OA>$YrSw4=qm6B*G4i7^Ic%G>Vr2OaMM6+t>bZq1*8N7l*=w@aT1S=w)HY?3$C
zHU`=o`R6y=_C>$!6%F^smh$1~Ucoxm$EYj5`16AI%1;_}gLC};N=o5Z?Tqz573hOh
zWsfE+V&y#Kut$au7L&0uG%2=}9p^E_X(~=mPM{AJIFP%y2*ZIhrQcireH;ReLfB|^
zW(q<kj~J(OTSgN<G<TW9QjAo0$lvN%DGQD9F{{T9sGu&9RZkP=RL0~}A4Scq%CxpK
zn+MD32XNG^i(%nM%@w6rzQtF%f@hfJ|21Be(s6H-H}Qa_mD*9&u(Ia%9R)jei6+&+
zQtJ#-E1dSwU?JkDtLhyU{5j8Myc2v?Ek4K^K6;2sSqw{zjw_eN5UI1hEJBZZL3Crz
zrHSSJpX21-r5-Uy?A3Toc}%A(E*X21!NCe|*lHr?K5Bi;cG4~Dqws9mRf<91cfrD|
zJyC!(joxe61OCTU&2lyBRiqKMW=P4VdP(1JQ@AF22IA@Dnp648Owhf4)RYp_k-}Cv
za-7ZFkeuF_{RjifVe*hKj}7yaxtP(q&dDD+%7l9vu!a4KZY$g{P`OUX(m~|O<dxxL
zEXrvUx{{_~em-aazAW`N3Y;SBc&mi&f~@an=2m>AMD}bwSoLv8zqCwct}mr>Rdenr
zMbs$E$;DnY^AwVX?UAEWJ(wr0?1(QvV%1xDdymsK&i!j)wu5ppp81Tzxbx*JC~Afl
zVfu-e#r`w$k^UMqrVTgcC-rPhM^OZ&+hX4Xuf(kmK3Nkpha?tZY;d3)kM-8x`5GY!
z?OXa+%|%i#mv6liy)t6@BZ9vEwW51h`-jNv_nD)vR7&>E*~1E^<$Co5Yhi&ikrlWP
z%Uv<qznN*x(Jl!UNbNmpw>TJMQ1%qQwG(bvZeH3@tji|*SNxj0n$3wOD%Fn#O??3y
z>;C;EER@=dp`H4lrL@wDj^jKh`Ex#E+p~F+hQarb5*ID(ZGTg+=l%i{AB-Ya-H7>=
z@<Rl!Q9oEarPv{CzdyKg9ZGG{{zk$h3;{NwE9DZx-vUvFyb0gjWfc>Dj<9>{#+~q&
z1?N6<u{TUEdhsQzQae;m4?K+>f4@&I!0xb({riHvtb>{3afYmH;?G%^p`Y%){O!G}
zuJ{BU?7Cs*7;NK3zAh4JIMq=vt~f@w6@BmB<2=oBx}<IIJrk6Fr>Fd-%Om3y9iMhd
zx7y=`7xWpj+?p_OJ9OLc<`?j_a%ns;dA(UpD2fHJmnTmMn>;Yq{|tX|+8zE<J*0bZ
z+AULn>+wbyL*6Mraj55Z^?}K^qq73Nkgo1^GpCQ``F?(S26l@b2KJm&JJp*z>%Veb
zVi_bE#&t5?3)Qv)Ek<m)O8semt7~q;MW_kjM(f=jF(Dm^R~GfTuj%1}Pt}&|@&MzB
z6YleGDHH8pQMq5*W(5l_*ZLLvQ5+KvwSR7}!aLWk{#a?_r?&sj_w}8dhop%oTvDX+
zTOD~4zD!*btJfrJKWaVbE-6ya8EM5m{xu;)zjt53U^{GvH1C0s7}|bY{%4~W!>$WO
zngvn<RweHEc*EK`@jpx>a|X+b1v^_hFQQiV-z$(&UYxq7_cb)roD{Y(PBh$1UOzW}
z)~S{<(pg+ViZ@X9OrF10sI&c|GQPX?G_b7b^L;-%{YU6wH*lC)PJhhd+549$1-UZ!
z5!rI($EX_SFFihcu9lRWJ58BB(H1bfxjtc}b-0Xsb1ZNntTHB<&79?Nt5PYRcQB`P
z_+<_k60f3g;cmaX=}(@$5$fm~Z4yX5xe>r1a&zLIV!J`fxh)%;lb5Q{l<1}INj32#
z-|6O8shBcE4sA|1O9LF@BAtE(+<O_rVxf!0T7QxI_w+byPR|vC9+zpEWaYVp^bRey
zBT?=uwY|=TLGV>qOlLBS)UHmw<RHhAf-3Xa4Tt<oh2DAGOIwSZEd;Y~iE?=b5>DzX
zX)ZZ?T~ihGemvE9NUvSjWu{r_{2*qN;M}y@_hnSBuR_q(hi5eC_U_vDm;cDg^OD~U
zQ<#@|N{Zo4K=Y;dZAwK&6aXE79^4Kj9n!%3ygY-s=24*}2&9|u7Q@9sONYnc4hD=j
z5%HW+oq`w;kKua6aN!}BDtaU_<Lmc_#^6SPH&CY>9e$R#1V2_5sL&#B3L`^*5`LXp
z_w3iqo1SZT=dHcIcKi{gXjOXcB<V3-rBkjTks95+*KCrIHi*6>ZAal#*byUf=`v$-
z^4F&C(|3HmP>Uosmb}kh{-(N<5zC`6-^B#*yP$I(ILj5TdEaTH!6!=c&nQ%qFzV;+
zxJO*sr04PR!QXo)DQ^$H>9pWqgb4jXOAw1>KO+`fjwk$>I(?6FC_f?EA~-K9<diAq
zPFrN|VM|SR=cfD@Qyr#(U@49nL(g3P_%XWe^x>)Ahx@62L^lQpa5$!vTat)#B>GL3
z`2JWKjM4G$Q|MMoI}Vp~Kd&@K`$cD#P`dp|wNH^ZE0>6W{z;gIlE^sf%VPL;Z@W#p
z`a_vnKm2{8%A~VA{pJBhN_a4eRIS=>il6(|s!}t8cd1D3qK=pnr5Y&mhR*9HE2c<)
zY5&IF{rvkoYv0l1V*NQj4a%<_xD9)|g;c33#?!`QPXcvSOxN%=j)!UAS{;pU;c#}o
zmJ`19>!R@2!u4ndOP2hYl>3@3Da#S+6z|K=(H9Ju9h*pPvPN4h{%AZiI_P=*Xx-sv
zT8rw-Y$ep+HEm{|eOpa4;(PKImHSE!3^PX!YsxByUS*zNX{Smq3Fw_u@~nop-{3N~
zIO`O5vEs0-7sT7R?klg}PSPdC_S?)L#^8!vC%d(%RlLCL6Gv*QH|UqmEk|QC6}$H0
z%@!qsr~@>=%PoAl_Y$rR2xpW_D~mB(nPiDO)GobCX7i#&x`d`fJH<dKgiAFtW8&G5
z=}|#0$;!!>@*F=aT+@`O$J*1w5A>gsy8l+#v>rAm;c+V&xxIL1KOmE~>#O~?&?VI&
zcR1vx&I1>2eCK%E-+F()&DbsuH*-EM3fhPw#>+lOaXPt9T6!C@t!$JOK1eQW?<E_R
zdz5ylf?6(IczN9}F{ekNvG9ynkE~K^!#<8_HqN|s=k<h|fl<UYmNIfyqw5M)pVlVh
z8`qzk)&0tt6JlNvqSQG5gR=MEcp_4+T;kFF>099L<^z$nitEtOlUN?%G1Oqw3E<Zx
zQvI?Qs^RvrW<0ULJ9jk1XiIofHcR}1YIfk)!1ea*+^UL0RPB1ZaHy8i=5^|r$kn$r
zmP6-7PuG(U?Ku>zy^Vh`AC5i@^3Yl`GNMf$ZHwwMJ8RCm_n6?#hW6)2kp<-oKhgR9
zxE=Kk+Q%Kfqp=LzMV-*wl+dGv8H|nP->qO!RC*Eo6IR2_SQmZJy`FdIab;zcrT**7
z`+SqLZ7F2y?;aKHnSbRnkLa@#N{ouOeN`@78FitO{x{R~L0BZoQ&MwscGP5nhKR@4
zM$*w@)Ts_-16G%YC_2FmahTWEn%E0f!y>+;`1i4~?)f4eVV7qq2Fmvz*OX2sb!aoj
z#W&4J4CU<zl%>8N)}5|=Z5**8^yjv$a;mK~>_cGJL@ss&4jUy3qORqtG7FFnO8C)#
zjz&sE)Uezez|*h}RCzFT8%_zHbo~X>ZaomB(;VJU?8kx+zBe=Ez?I6Dh9828O#*+d
z!@T%8%iPSObel>%ze<vKy{qVXG$(EUv*Q!f&|H*!NEWXcq5fOKl`P(;_A}_}ULp64
zAFMFw5vlAv&mjsQIp*+jtB6S!v>n5U@@2p_iQp^h9E{&I(N)$y^?AM-=B*X}LqNaU
zYty8CR_o#IdGQbXvStJ<-vjijbLsh0^}dJ~eDc-bB#Qlrcl_@6ipG174d>TArc>A+
zA92jy3HwNAS=_)+ie4MeY-qLP2-6-NeQ6mL*`PCaEBuqEzMEnE8}>!IKe9fX&xE?P
z*&ft-lLd8q>=+L+aB{p7a`;pr$JxWvfaN$N!fcg0sobOh4ixa{&AAxK;9I+@ptnQ>
zvFQEP>=0{Jpyei~G?_ROp=u)<(~|luB&#X^nLdJGkDWubawvO8Jv2#IHEoCZ?;kT<
zdjh_0fjL|h)ivEJA_Xff?b=8N=EC-%q_*i-joE63u9wP93QXy7C=M3IJ>Kt*bMSqm
zbuNry^4jQUo3)&yYKmXW#qSmxnzdo}3M0BL__sDbR_DPEJTyJZXV`hEyBk^ZioPz7
zv|ef@&b<5)r%3zZR%WO+E%Ub@&bay4541>(lu-2VO16Ze-&;+n9tW1mnzek;RDTk7
z5RuML*Om5BL!Ro*+>eWLp2>yp1)QG2q7;*iK%97_AYCuEV<)R<+7!Xm{MOEDW+nH%
ziNwyEHir)e{I2q{UtF5TLWglh4225^&#8a@y(1O-sNSPHxlFXOd4cM~Nc7RnkS0T>
zRUF=V1%KbnI|UD+q3HN&+{WzPp+~q0zf{b=NAokwqxO5LQeWTXFbFju@A!!(A8BeL
zs93iwuYXN%DDzIsP=rH9>w|B&TD@l$T|B<tf8NngoQyuf#n8ZILaB(%Qtz0!4hzPu
z`OwO&CN`|U$Xk2zJAz5Dx3<k9H@j8Y6BE0{1@nZw0pph?OKHAO5cYbZt==O;H~J>}
znUm<54SX%5Z^H|QWE%@7e4pK?O!(UJD>)sl#O?EzX_iWYbpk^>4GM5Qxv%IS2xXka
z#RGIdz}Ac-B3u62xI^Zr;JPUmg0J)#1?u7$w;rc=z6-wUK$45PWa71cw1S_MYdqbr
zEJP=ASvTIjm!Pr=bIJ7a!hC@~DQ(<^K20*85078Lcb+6)d{$C3#iL6f#i<8>Ej^pq
ztTL{SSx;Ki3*6~Hp7XDp3m^NO^tEZ0u%<v=m{9*zj3-`sROqp*9qx!TMTiUW4b|7w
z#pCtA_#Zf!sSub^#i92fXZA1LTqBj}GZXe}l^qlIez(u(Ovv|j+Gp(c{StM>tRFrv
z^uq>4NEOB{fM~`4Bn+Yg{$Otg;=WTE72vY#VZQL^@EoAVCN?Sh6UI}3yG0@S$Z>FA
zK6zR$1sT>t<a(K#Q&W(L($Kui$r&Pap23}8xsn!rLuk78R`%6}zk!=}j~sDq$g6g~
zzr)*m8fF@7<<%w?vb2BA{fmcv8y$VBH-Ev9Rv6cM2;X-}30leZPL+amxpylnaQXR<
zXiAs!<MFqS{`g62C!G`@Ty%(Ze^inLK4NIzA?TP`4|^$rR;jG>dgi((*A<Ek-k+$h
zdX@St>_aRAA}^CKui6Lnxmn1r1c}{W`$?TsvS;_hhCxR7mgWfCwA4htySjU&Xl2w<
zNda5i{pPZb<x`LE;X_hsJIu5-W5(Kwo8IZpE<Y3|OZ7IwL(nN7<1*FA%haMR(@n^l
z{T^u{GHjc}YbP%9mSs6Ae74?&qpGRsSKUTC{Ac@)$B+k3oo)4Q)sN;QUS<3C=3pCU
z^3-9W3;uTxJ}0@G2pojw6FI|Uf6wTiTJj;~?E?~ehR573N8MYOhAf!(Sl>4l(HKEV
zGx=uq_z+*mzRA*G@;4FrEsL}t`<?}zc=@^6ivzeu_)h{q%bec6I)7!1;p&TxIn9>0
z^Hb^1cQfaeFoM`Iw#)zAF&kjDbEbCBZLTEA-k^I|%H+$W9Nf^pQ!wzp>`}k~eby)Z
zhnDZA9tmo?jTcPik1>$T=y$B@$HeVi@&0u05|C^U0_T?Soy*@;dg1P=QlwgvISXhL
zv8ZK?v<J>Iptvw;-phKIsg=InQ|g3jIw#{&kI)W(%?w-V5K~hGWoO_vR1MF)W+<an
zkH#N<fF1ux#lZ{h#xF)`xnfFXy3uNDMXF9q=B(4%`!6FRGe#D-$Ei+9?cU>_8I8GT
z<vzTJE#bua&i2U-Ub5k5{EGe6`akS=E)K2Ph6v;|>au2DRR0JSZa*B~s_>IeeeqO~
zr7GfE^M(nLL0g*Bz?SRETkjpYKhSM_-{HS5>m2wM%BRs?flCs6n6zGePyY;lKhwKC
z_L_v~?QiRMwQoj-SN)U3=|xh#lW_bdYSYSo>pHiatm$D=&I=Vae3aez%{p(p#w|6r
z;BN#w>+j;YO)30ZU$GdbO4QY*vhzQJc|95nuQAAtN~|*N9^d71?zx$L;CScr_t~fS
zF&e(|-;91LGkZaj#pou%-*}gtd-7EQ=Ib^g?)N6Kv%S{$L>U&Jo*BmQmXPe%;7zbw
z6Meq=FhLfh&OdIAHIP4;+HZS_Vy&yQKyn&@&QiEf#QlG7%=|w@eFaP%(bg`-p}6<p
z-r`WaXmNLUcXy{0cXyZK?oiylxE$PFi`zfF_rAQ7kfzB=7-shDz1FurVXz>zQ#ZR@
z&F`QHd}8XfO0@R6MEH`fl0{_t0;A+{cf-S-Y`gdI)$01qZ-M6F&a#&kcT86;N?Fwc
zSy^EK8HgYFX9W2#TBd$^9MBzTwAhn&c+TJH?H?RC0m%&U*|zUSAP{KupH9rH6X;@Q
zYmIEeHi6J4JV5YuTI;sz0Qb)y0$?SQ^7H2avd9}?2LbYbyly;!plgQqQx-(TQ>!E(
z(P-7P+!0d1=O5*N2u=oY4oT5*O<Rn4Ew2Y2gx|9z{(`4$mgAMpgvje%&a5J*hGM8S
zm%GqpX<zt!pH?dY@pYj<FR!wzIt9I05gv-v)hTwu5|yiIO5*A6yh4tOVGdOU4NN>g
z8HnL)SGUDTd)Te+moVlz*@a1QgTk<^W#GHd%MMa3^JG+I9%Aq4JFMS8tXCHBIzdXh
zVKjOxR98hdia#e`!(0$KEd7R@T~ASuJI(TJIOjP(QU<7o*j0c0vdp<*0i>0wI$7ZI
zeh|GV|Gs}(TX*f=XDb<*`l*m>`11sVsFmwY);Zc#E0?eTK9gDhU<8dxd>GIZW%O5B
zW3<-_NjfyhcnHC6Sz~_lV#|X*B+4^!438c-nk-*&d(|A-2fu_~)_2_joA*@$=giJy
z@(Qd$@3^7^TE;-t(w}WPm<>E#*D|ycDUOLRZv}oK=(<rY$-IhU;govIh+nfrH!p;c
zc%F)HCSJecPdJ~i#{FJmeqlh_48@AzND>hpM_L??P%-df2(EY9Sgcf=72zBaN9|2+
zXCM5K-Y2Xmj#4FB?Y9IAsn>3eYi)X0`S@cZzXRj8m~iq}DqmJe9;#G#yq;MAb=WSw
zX95bx??LeiB2inNv4lZFymb9LpHkNjA>|M71kPy@C5Dqc!%tBb)}Z+$(sU?>gBIcX
zY_-;f0)O>jMvio1BZWgRXAm1y-Y%qioGc}kE%SSVNALmf;BUD(>%P!5OQZ^()UmJE
znmCUp^Dmv%RIlQjiZ>DeHX+ItWLuwF>n`42V(hG|u*2b}zdZXkydnlcK@VuevhB>o
zFzx2<qKM?O=IUf%-sGvCV@ua#Rt5#fGG&B<)M}(^_TzQZB2VH7r1x#xu~$0mJ;g){
z_Cyh-X#=#*Wf!VHV7`!^=AR@rZ{kGFKD9~V^}3c}d7a+AHze`oFK1@46uK`i{5e&X
z*q!|9ag)7XVlAl+j0qOgbB0ForXR%$)z_8JL!B=}I3Y49KC3dUmg$UhEFfgEJdvt`
zMPi<kXdub%+pjL%r#xH7nx1OAH?>O*`^VKMWPe#KG7Bc`KRh2L7s&}Y+Z{3?`6G+n
zVEfqrwkTS5XU$>cASf=Jk^EkQx@H7<L`W=s@jxP$@rz@G9|ByYjB?mEJ%2pNcu42a
zgp}%s*?$)jHYF(LMcKjoN#c7%$wM<sccGEt{b%1L+m!RY^HLP?Fm0<x+ytA9$CNkx
zZJ0;A6Hq`9i{vF7!W*9%T+TYD{B*1?fjxe|Fgot<?Arlek8#Iuc3;x=Rd*eJx}q~a
z!ec3OcfBbWXeKQPV5{(40@emBfG;(`xZwhX!hopF1Q4?W9x#9gb`0oBBt(K<2bGIw
z|K%hDkv$pSIvu)GfIbM1%aOvw!~_rl$Hm73qEAd9i|PQ_mgw|4R}Flz(9pVpFM*Uv
zZ-878?#^sxBUq{gH|F32$R0k=@2^M<#Ji4zwa7hm7F^^(PMYDHiC8^H-0!lj$`SC^
z*h*<-Hr~)Bx;5yGyPj-6_`is73nvkLNlj3spe_`bm53{ha3Dy;;A9ZtSUPn8UVGGI
z95nJ_HnJ8)vPXO6a7vx<of5o0np#w^A{4WGPyXrmK6Zb@k(dre46gwcEV7LhogA7-
zb960f`45MmjXn5E;&w5{#}-c9b?xldBCru#1fScbo=^n@x<-_3bT+Y$G8AYWCITdV
z+g9K@RNo%?=!5FDPKRY{F~`2Xs^5*h|0c-lr%XrIF47s$pZIWLt35R%=ad?>ZC@P&
zr*3jGfH<Z<(~os0DS?cku$yX=H4gF9Ou?ipwcD>UMV?19;`~rbHn?#pg5uX?ss0vQ
zr|_fIZyc4G!pTC7Z{Ip`Cz6a$pAzul_(pm9ZVD}T$%~BG);lha$?^>fma-&PD(jx#
z`TD#4n$o#+mAwFv<mb1}F^cOlTRfxf-<=C26N1IgR0{DANB&9KaUex6y>XQ!s(rg}
zGHkH6bv&b(GtH~{S~HtDrNJK?wM?|CTqQ@sW71022JP~_y{bvzp;0mf-xw#+bCOqg
z3h91lH&?N2mtXQZia8_+$4Uq!LN`g4(qY4KpK%Pj_B5AUB}q@0O?mXYA(q3ohSR|I
z3`(!%{5DFmadymSx}mUx(VG(Mvo*3*MIf${7K=YEpW;X*-tp>lqA*WPh<FL28MJh*
zQ6?C#{p~n_l?wxwGpe2MjF!AI`N5eEvu&PF2V>2$M(gEUSrnN|dGD09hd{yFA1_8c
zVWEn1cl%H;Vg4|}9^iHSAors~#-_@KV7Af9gtnX8f~D5_g)#R<bA++nReG~v<N&{K
z%z4ILjhV)aFF>7fRBUQ;j)6Q9W9CJSDZi>Dz8+WBP9ze47|O|w6B@gQ8oT2K?912c
zfEG`2rN}E-w4ch6Otf2cGznYjw-DxrQW$B~NZTTK|IOh$AODKzW$u6zWdkyOwPy96
z-jkilJwD7w)RO}T8Fk40NGN~*!QBhzap4K}0o7p}-vTb}y<-K1E>HMPVcRd{tnF#P
zmb;D5OsgSbGSMoT-bGuS*r0`PZbePDticHP5k|BqyY@E+*GZJThER{YgFjsRz%PC7
zUc`TEZ4m9YG?X1;YY97BpcNSe2;Px~>OOiXz4Oz>Cl6INb5%Vbis*zPvKnGj4i<`{
z?G_wN`7GN;Ew&Fp*K#_+kCi_=6yM<jm6WpdUi+@~_Ofp&l*znm)!T;X@(zTUr@nS5
zs+Js9odAJM0RHT%J>uh$B{7w+il7T2p$N8$vL=*@@|A$MHxFQvcd%krZ30-!gys(e
z#mGNd>Z}8hvgHkEXQfj&bqI1f{vOSS0J&;efWxoj=@K&?&PS=_mUU|&LltOWHvZHX
z-=|#yN-4kxlsEcfs(B%27v2wNl`Zpxe{ENp{n(;$gvMexu{RSsLCNK9inPBVMO3FL
zTqm8P41xkd1E?6}v}}7Lvy~K~lUQ^7RfFQd<EU4^-nydk^T<YG{_QGL;q1kQ;?WY*
zg%P!8Y6=<WS#eY@R1*u!H$PZ@8+SxAr~j&?`^md^n2R+f$Q<`m5fZKt8YLWIcb4V#
zT!=e39^+^#C4)*KERMFZe432x3r|j4x438&!FXNLBnN#LVH1muEliH~_RmA&0ozh?
zul{JWcR5FRW$dGjVZE1ZBN22#BgQDzO^LO|)qRnVAp}szX@p*Ve%2|5b+@*2x4RE2
z1ie8`TiRth7Y%E47R!t-`o&9O{QVy)(7irD3Jc5)mvh#yw1UiUKE-vu(;vK!Pz5_L
z3kj7>@<<Q7%_p8c5!SY4cK?`7HSrC23_du_9l7#`WYnO&b4FJ|r1V>eSks`sCA&1_
z9ru_$x~Er7j=i1WM<C(?DBMcZcs#|rk@Kezo9cPP0k1f3_4DJ?-@~w*#bQAm{$4|B
zH$p3)tn&l038%E|NMxk9R9=S!`bKAa)-5Th%Z4j!7MOGs_M5h+x`sH*W;hgmyO&uV
zMhw0d@Yi4W3{V9RdbxdbDHPc4n84{=qjmuM++P;k_#2u?9QJo9_;@ll)p7TxQPe#(
zi)eeS<hW4@c<0_su_--Mzt_q-m1;xPs3a+*b*9y2NtN(*#H@meAabpoNt$CM_x;Mx
zuoadA9Xs}z_wloxPPEvh>!%b9YPSVY2v5>nB;)&6=|^i9fo~|>mcLlLD=yS{rMeQM
zO57miMV2?vmUj0KAG>`iPaz^7f&`nNPtz9)U++<a;rCYtxmK)QBM3Fj-6a>4RqCHy
zxKr2ng_B;azSXycleg|sATE1bxsRNcc~@cegBNI9mD<IxI-cYAxFxZDvy+<mDwz5F
z_d})Uhnl9AizO(<e(CH^y>cmQSbMkK;pJ2$*-gB7gz(C`-_$~~6O2$-SEQ?iI37`C
zZke88Ff3NNxVwFjp0?h_u1ctcET1xKibyrWpF-T>H`e2yZ9Kt?pUGnTl*{}`%30Ja
z9<ECRkzO0q6F`=7_PA%t;O&L2<T>EDbBO}|4B|`z7)6?Gma^>H@}+rn`1>2ecYhyW
zI^~x2TSpCruqatUi(Laa8HY?gDMogp2=Cdi$kie5gMDJjwZiUeaac#u#I(=Xp3WGW
zUG_Lh&W6q-WEU@IGw;IUdV^%7@rCujrm2fQzZqq~c84Z1rF_1y@G*MyEcpG$<d22B
zr=?rft2_BTp8J$5*9KVhCh$$`m*pNzg5Tl3Q~RDlb05+@2L`rzb$m2(l@I@ljFS^K
zm_*Fw&((4f-}p;je7ajSO<73;Y+1=R4B&TQ0*ID@D5n%Ir~Q9s=5_V;2q-92TwG~@
z`rT=az8SDkSwCGQVz<Tv^dQ@SG~9Uow+A4#4+WgY0GTUbd}jirLaf^NAp^!+UVIva
z$Dp}ig@sJs?tQAEQ!x2IrN`gFOtx>{A1$aOAi}8WIlitk{#4dsXP40TGl3VY%*%`?
z<DwUd{Sw6P!S<U$YhX^4zX^kUxlNrL_MuMELvXr>h=aCKhLY6;EdkZ7KZV9w{j4Yp
znSyFqSfWUT9iy$4i(%k0?TjphBTOv@y<mxPc_87{Oe8TuQTeBE!!HaX{oQ2?-jar;
z)Gi;o8yh2DzCpiBY$VQ>Wy(@hiMFVIRGSCai%7czgTnwabR@o|Q70xdyF$Zv$uilw
ztKL6{@P}^9Mc`ed+##zb4o&$F?KyF%DibshY=P9p&N~_3G4E5>`(m2VoiSw<qT_T7
zsqdu17!u~t^mv1?aT<i|NSGKS;(aDL+%-%v)F!Ga=qPZt7N?l|Z-t4o{Rgr9b2-S;
zY2(VqYLoX3M!15xo<AoI&D12db*4GNZ*kvrJ&ax=j->CG252(g<tnn&Xq=96*TS9j
z>z*cHSPg_g!*|pK1QZc-^8Ya{GM~pyw0<GlI5%P%xbH^G3K*nDi<-tAQH)a8`B9k<
z?}%E@@h<k1RZ~Y^o{fhKCT`&74m@(Vl;p_PQ3l6!i4#ovI+3ZK!|)6#9*FnQH6j~_
zafZqmHpBAc3Vw$HutO|bScvb8Z8@Q<mB7p*yWe&U>(iYD3}!;3c6^zcGaNnh2gp1=
zNNk+p>e!_WE2Fhf$Q#59@!1x*S1<*{PS)qR1`VBp!rE7?%T7dMEZ@{r7?xB9r@S`n
zs<;^rON`8aC!72IK+7>?zyNm20SIfABK2!o!x1h~mqEcY*)!PMyPL+U`$0@xHzQ+7
zP7dFuPZD*0qU+|qk#b0O7+S@MR}EN`j7<h~b;#vP2IluFr8)lbu4SPGt=DH5zOeLr
zrucA$!v7|pL$}w1BlpL?uHH7enfQ%eH+g3)%~SZ@3SW}7CQxf-Pmg9g+r%XIy};(C
zhuQ^Mjr$nqv*QN_wz0eyS1*pzA|b$|sRKhd0&RW$c#M;FxWNw_EVm;Z#}wB%rJ!9{
zEjM4Bq>TGXv>waaX77x-b>by-@8XlYdb+iYfsC#(uMCJp6|GMXhLs9$BwG+UCw{8d
zBP{Ujrblm^8w;Pp4=Q@XqgkAP1J{~zn=?vuBiThDTIFi<+A2_=m7TtGO?~c)P^$wA
zF=p%rp2a}DI$9}sv9YGUGgfmbij_eX-11&`bcFhJ^ByLneCPmGR!NpdsS>Sz-uBY;
zO{un{C?<CDXB$i;{klZd(UQ%|hWq&OvYMQ5-}=bM!>pCCsdqc5_tC8GwKkE}3Z3m*
z3^f5qcp8Y9;{!*@@J%%fyex7ZWH&P;X?ZLaD%Ti8c|~|WPx>UB=L0F&tyQbXZ+aTk
z*O6~hDKKMUD`$Tjf7J^~Di9b=wFro5CEnc7T&C{1=6{j@E7;zYlD#uPCP!EAr`v4u
z6ay;te#;G~(KTekYuO6MZ`p!<<ZoDy1#<ByTHS_|`!+Um0ITZ^;HQ0hv1$tVcMSLe
zTOT}^W1L!TW`Kh)o2#2K_supd%YSiJvPSYg`x&&Rt=3rroP(MjWpu0A8$jl*`XY2h
z?^Q&B66O$I^a|mjm}`WQV<lbamh;2;Y&~Un7b~6>l>H$)nL@Ixf?$+k&s~=*#A#IB
zi8JOkEqm4>{bx$?{kFR=SGz23{hs@Wb~)T{h9Vt%`{)u#M|gv@5%={s%C$Q&PEuDt
zT)5TD7h4|2)hUtTilC#9lnz(D@N}M{bD2nz){4guSs{z>4r(3+*n_a?7x@bNhZF7p
zY9ia|%!f!l4>J3e`(V2(#+c(=jO;eAHDcQSRP8fLXm=E;R(Q!KbDSlwR#MnKWhP0d
z{Q|BHtRu_@(|>1d0oY1*_W06Ys*m|C=BAuQL%)X;N7CD(@uED{v(4U6v{Ay}v0aWX
z>8{@Gsj7y*s!Q-U5Apj*xIspG`T}^KWS>#y+@pNc*t|1IR}B`sH>&qW;Z+uCK>7I8
zC4hr2KWqg%3WpcT-43O$8FRt??SO~=5wOAUm>vlgI=`1#^eU>cVrN@@6Fn2%@*$eh
z4m2H?I1E9Q+1zIkn8q-WKpq5f9e#zt98bAT0^mV$R7EY7!dJmz={B|^*iq9dQdO<d
zMNVCt@|`EhPsCz2FAfcl{PmI3UxamD$+$jdi&faOJ2iw~zVgv-T$I0OdkmF3J!fRv
zeGn@awciYiNPXM#yfaCzk(1ocKUPaCS&q(;A7QA){8lJCtOBzArVuKV_=l_~tg*(6
zuie`&zN1Q&+#XzFysl$v*Z91|9`vyROfcAb-Xe344~+b|;^S8pj0$Oo@E1O5SF8ng
zZGt9vbhJm`104wBF|_Znf6?#4z1G*ol;^RKAlwvf#JvtU)GU<@c7I!-ee7WmKXA_Z
zD%*}3QMmWzM8>^rCDRC>k<nS5<}ke-E0!b6*LIqZXTw$!Y4LRLqK)`d+108ji&A?e
zYGulZs^G{~mJJ<;MauB{MkM^?&I|*0a^gI;3dQ*%y*%Gms#q8j6NdgwtBg5KY2Ecx
zJQPnw#sS4>>rNn+jG-c8FM`L<9p6t*slO1M!1<nZ&8y6h{HZFVKPoUVgnS;|qspmO
ziAl4bUHF-F+xtv5oX<4Z>n1M`qoD0u#)a(!b7!mzp#5|kb;ocQK6(f=`vb-MZ%O6y
zE&A8@A98eju!|DD)h#4#qHx2WL)u&<L|Ljr!2j8a-E76yC|r!n9x1El84d*3?xUY8
zferJ=cdnLCx>HLl;TuneNic+N8btb?mznwRvpeKb1hiO>?(Ib~v?_DrdpB?@$_iW;
zS8Rt5yTL!;A?u1VAV_^-zrP?Aio!7EX<?!2sAsGyX_{;a`@#TIhPS1ZiJ1-!V;tHI
z`+1S?ef;!p*I`>SVrkYv#=E#+d0)(s8Z~LM6cStFq;Z>q_%Osoy#ZY4A0))Q|0afs
zyP1v(nkItP^ELKnuwss5>K-Kb6@nT!1~XQl=DB*&Ek1{1Xi%y=fEv8J&RD%BvD)zj
z7AU(*j3h7Aw*!1qy+YQos%ET>rmK)<WN~Vb^-(_Q@)fTuhBMk}nq4NI(>8^bT4T4@
zs7Mwa<X-Wx*g)_$G$u5lZN}Hjo$Tr|i^m6&z@JWhHr<Lwq8VrJ1Un+uSMI3_0nMkq
zh~G1@nIIZo0;ngII}AU;OY|$*9u|HK4jQ5P?%<Y0f5_6<Xm#5wda!g`Fu<YUY<%?y
z5g2~ZLI8>wlXe~Q?ho0seu9M=Dq57$sGjL9e!S-ozURVmvq4Gl0c$lE#5b<?WL=Nj
zZM+VG_n))VSF%!k*Fp}rbQ|2fnX<@UT65cZlg|Eh6tq0nE-ta&6I!dR54E-l{rOg1
zbAZ|3xKI7a{|b(rp?N3zc~Ynz^o;Mmn_oo{^hhd!;e!#-dK*DsAvNVjTQZ0C#|$I*
zQux}}2j431+N*`s9GZ#po1CnuD~j0!`3~OQC`*X`mr-d>eza=+Af`Z@ea`f+0bcp8
z_){8o_Fj`JZwcx?Co!w_C6O@CT5>O62VF_`f4PmkpXroE7qfvq3WRjPSW(>c@98s9
zX*o+^MX5`(ADk<FX%yV*(Ta744&P_|f)$@n`Wd+i@D3gS*6cDVp7c+Jo4XG?;zl6H
zY*Du~)z481f8G&2yYMz{pX*CqO^|{o)?nO2e|2McZV(5!UE#nSL+SmthFNKsiX#9q
zj`y<lO)MTNzs1mhz{2Id5Nlu}S*+zxQxeMeCN+AZv3}oO@t(Sz>JjP#D7p4X^xW>V
z{NR4|36!_0=jrEuveP5p*@lyjvRLT$u2BGF0|r6Cr*DhYAdSw3I~OL|`k%UzDl|I9
z-<=tuNhoLDtzBw)VCjBWy)&lFTkTZHHDQgDfthetg6pLuO|M{t4x8MA*Sv&-)ozKM
z{t!$F1~t?hJ?<gNpzJ;B-CfNOV%FuWGH!iFJ;Y%WEPvr+M^vp^d_7lDk&kk)T@xvh
z?scE@gv(iC*hgP;lb-X8YYAGr*!LI%>vv!~Px^U53vQ-KdD^d0<7fF+Ip~n#dEN09
z+8NeFltA9y-*Ys5Otr!nBi@29dWdHj@Wkqcqnd9@9|&p*FQI&Jh<MDYK=DDa3G((@
z6H}7Tq=_3=1c+yvAAt8=p=TX)MIBPwGbC*xG|@gg%QOb6iWR(+qA|YG_vqdJ2)#^s
z%@Ogf2y0NaYXWV;w`{sz=~VbrXXG)#WJW=J7S&`FA@R}}#|NSuYsQ#rCM}IR>WDMy
zk7-@Etn&+lA0eqaZf=UF;iHL`z@p3G==IiL!~jvk7)LE$L3zMWwaAI0ICK3<kjK}7
zBP9u*_-FDbC`^K#$uE_LQ)z~dl4XzfCfvn{>8g~_mjyNyKx0vpw|7hH`L)BSq+;37
z$5K+!s~>iH=hSlaCgo0lXt`u+!`1A1;0bertZtP*?<*8{AQKrSL1n-pT<)x8Dpw)Y
z*AVB}wVc${VZgh{<L&Xl1MuZ4DZ8dqJR*;W&wAjHMi`}i$O@X(KBgKd5WhA8=uG_9
zCf%^bJ`xU-x&qvl!G-lxej!Z!s(d`jJCE4HFrZfVse=m35~4YHTf*hIqu1>vkG9ZV
zdw$oPFZ=6uS$6(Ig`$7H^tKMrv(fmw<aCIipWNR7mTuQar^{Hl*lgYqnuGwYf&wXB
zT;+u%Wo_@lzI-p|_kdrEaGoBo<Y&Xj1YCVgN?<QOY@EE9lC#C@_fsP_@bToE7No-X
z?(<+jfIdL_X{Qa{>m(%c7yU11@b?N4WII6&f4*r@)luF-Jo?%ppF#K-GgU{joGn3r
zmYxlHwe;J~^=Js6p|u8^(uSS7aTWD;5Kr4j>eWFo&dwB0pMGafZQKTmmb-6Knv5C9
zx864LEZmR(@lcM^`NI}a96$nC(dXp{-gz^SzPtvUjXrc|X<rzTJE<HGgWfAQ9oKky
zVit&RzRMzqVj+XtbxbE9vt)*xAy!|{Oz;ADYd<akFQI$8%snk|?ki09tM<s*B(%yl
zOE2J>B)XzvT7z}UbdnP(YGpTsI?qUKA;w>byw4C{`fy#h#AUhgqZcaCu(Y@R*9=64
zc))ne;Sqmke*VRYu9G_6oo|H}W|*_y(Oruf-424BkB<hZ7)zvpS<7&(;^`Q`fY3na
zWRo5vTq`GF^Hwugqs=iNCy!=)?uTo~R@n~H9<<sOi2xw_jiR0xeZonq+6<-V^M%<x
z=k_PshYNGBQx{(EAWMcn)(5#Vy2@OsD!pqP)+x8TM;@xut=&<niYX^kp5*fleS<L1
z!>Xc-p)}a0YH{~9SW{=oA$aDz-CCslGkJ#1V5@zJA1~{#*j2M5#k?pdSc4qR$Xi|I
z(TbWT2F3^Qw#4((4*YW*q)TUyHs;F=9*fuOY~23SSymT5MkXs|-MT%Gvb$2NZr2xh
z!ixuDi6s5dW^({nLscLaG#itjKNAjEbE9FK=ph4+aH`7Q;BV{-WX%ofdafolF9Ikh
zF~dW=x*Qa7T`?EZ&hjUoQb4=JrKCRcJcfERRux?IiNM#QZmfR--;#z86#iM#I9XXi
z*JiI4rhVyrA9f6L5k+?Qyf#Z5{uW@?pjEKP<x749hU3?BQ(jmiY;pwdTV&Et`)92a
zV`DoRcAfut_hx`MCJ;749!>^iw+Roqb>k#Q+8r}p|7`pG=1T>P!8`6yMXi$T=1jF1
zw?$6qgjruswrvZAAHTLa1!_5nhXJ8K>GM{LO4=4ZizOy~ao&>OWQ2*2eK2H@lf;_j
zJ?3m@(y{i34(H&jy52kiBU>`B7gVs^&C!a{l5kkwhyf3KYx&TIgoz1dL<-&3*afbG
z{=KZ@WM*znw}&Gop7bGP?{v_B5xi7?>K`a0Z#Py?%xazKh#}vlO7&hwlIs#%hGr{2
zmqd4Bbfbq+_P9%Q4#$gusss&63W@Ev)^F-9vrd%Z6k*CaTmpO3m8oA*3`Y2aDu4eO
z`LmFV8G0MSU;t_hvibz7Ht`m#BsYChU;K9H9`$m}wzTmLu1*r+_Uq?$>8{ryQn6=v
z|1JeFjmCrHIFivN)0Yfu)*Em#t^1;D5O^qN`gHeWpOv^KlnEh&eux9w*gbZg>#Hb`
z>n#QNpDJZk>tBixWBlafK{o<A3+_8H+_}G92FWk8%7u2n#P+9*_pt2Cg!8KilXRgB
zIw2P}Dav{knT3n>B~Q=(`f|OMmDi~Bwfhn6pYeBmjqz2#&oayy01!wndM-w!-%c)i
zie#@Qfy`mcPaMWtWR{%dK{t7~iu>R}&iLcDfh8?*(CoQqttmP2r}cz2H|0pv_(zu%
z;om*IzWbl_>{nce=R)S-{9p>|iGwI43J($$v@J-P$5RmOs`BS1P8#gK*9c`+lL`)-
zMqLRm?{qar?;xC<g&&j~#G8Hvrfh#y3akm}#EO_RV@3zBD{TVuKeUT>+nDHaY(aN{
zvSZm`Cpk_&QTqxb_?p)`q?r-|P(+~-VHc_*b)Sn9;RewJy-{zMTC0uSF$2MY%j^4L
zDVJ=kv2oB+OpZ<8NCZ(-?$_b<ui7gd$!^t0aAIn`YO`5<vjFK+PTh77E=EPmB@T~_
zV3U2VT6%6&t?P5GiuB%xG2ZC=$-ll1FRA-0qVx1ru^VrE@#|CcMGcY~oOmgqNwdD2
z&8Y*Dsd+1Eoya}YF@BG~D-o$H-<kxCDoN{G;ti_l?vIxwc=O?zj+R~XW3Me~aWX;&
zsJ6`JSbi&U%E_I{hUPeBXyhFD7PlyNo_SVKMakXTaW{U$R+W@~uL@A1wg$|;vpT%?
zUez=MoJ`j9XPA@~M2gm&s(d+3aMW0Ky6_3GaX(NIUg&^h9CTKOrkan;`8I6%My706
zTrKV0oYq0RNh%2%$^$|-ZuXzSY?=zuBfJHV=BDqWVcb!9Exq4YO240H05Cf7Z@wYj
z)|UA}^&H?rW4yZ}^xWFRt?iE93l2L`?=l*`?58k)gzbC>+rv6vW`d^Ctn>S0EX<Zt
z6ar!dcbaB;3Dr<S4<^c=SWlJ`Ib#)uq4eww^-RA6^aPT8{umdcn>il-lgqp59FL1~
zJ`fIX*?YXPq3vg^2<jFmFebU1i39rgo57@xX*T)YM2awEvFl}zw$y%kJ(dVsk1Mr{
zGExc&VHUL?6l8ebsik_Q=JE(NCjoXxymb~ipYlJ~Udy9&T})7oZ*(U?VLX`bAPh7l
zw0W2N#ci$lFo5qvC8XK9PVZ_#!lw5tLrX`^-)Jz74I4GT01;Yf(0@gVvo#uGa%NbV
zz{0T9L5>#>ShlGh%g@AfP<?D(4-1zp@e~RcL6)=+hdqV$ex?Aov*piATSU*(W}*E4
zt4->*#}t+d%XQ;k9p>UNM1j(=bhv#we^g8h5&Uo4v>vhBNRt#ECPcr2=(y@idoI3!
z?>L|wGSQNIO;p)H1=JgxTlj2s^>1HTkJ!Au`vevUCY=g#*^t66kQkYScL)@8$Q~~{
zUAS|=436k35c?oq`-j+ynp=Z|ntP8;!>Jtd3;J*4UGMTZ<+?2u)N&&f1Ky>6BC6dC
zDUnE3Z^KbTk^Qr6)gS_;PN~!3{gU$5>)_|Z`#P@=M(U1uU|AePSEaM3w)3vK!ET6m
zv#inbg%g4etJ*91aoh8S7l_9r`yt6tm%A3toa`Yb{tMEA62t^uA%!9l*T^?z`CwEw
zdc~B#VU$$E6wjJrAMXs-jCRg8Dtz$Yym9=sb&xocHx8P@D;atc9fMri7A;aZIBmT$
zmeQIl)#_AFCDxj%{y{`x#5#WOoq{2UOM7y%iJ9N)0u__E2(^N&*c4JqAd>kwLDs4)
zs#BuckLd;9t>SDxzt^pPM|gX=+BD}DYX!}Fj>V?D|F!&Z1gt~*J&36@JD1jnHMUbH
z^32J(w-KqQWr)nrv&@eXWOoP4dI>sh&Rg9d7V(~vx3#mHOIpNi-W3!q$PEL$)$d|z
zE4VTv2B@aHgqY$!*d%z94aM#<1yh7vJtcK`_)hb6u6Zlo{W7r^TMQGi!aTR5Slt+o
zaf{IhPBKTy^2aHfJ)FGvjQJd32hdWffWMyq+9X9`Mf7QCa(3V!uGyTiyY}~FMl}G@
zKSyB*Zt-?!I-trpNxAmQywm7=&FI2VWy!VOJ6tPC6;yMK?43H!DqaJq$5+X<iJPCV
zKc(1j{pY|!jSHj>d6_9lYH<k-=iLbdICri%j{jJ(MSA+Qj-`4H!5RFqNSz~32QK4-
z*E4uCMO%qcR(u+8R*ku*a_K2tM8n)&?p8tpn&oVa$xAG+aGjv#(Sws1uX#u^co4La
zP0=C-n4~#BoO1G+1_X?4eq8Ak;BByt)}E#JAb7W(r;7cY1ZIYH`I2%I4%@?fNTc*A
z@ws^?bI(0$Z}pnRv*=jL?fLIdNj~n5mTu0V4|+dQB;uKl*pxNWhx{x$mVQDRLh7&;
zU(O4yRi!)HkklLL^}EhBmX+xl)_`w-+KZ`3EmCUUP&qeFOVoKcX`m4^(fLbuhasHj
zoYVt^yD)zY%_*M&S77cUB1OnEZIkFeM(^JI)Rj!{6ouN^&l=f3&z6Ty$mX}&aD{`x
zb<TD;zM_P{sOk?F4TMB~Tz+`>$7GG@P?HRb%PboLJB@0^ig5_{MNh8R+iDgtds=hF
zS9kKk_P;|`u+%NsD#4T?0Buk~QO-RFz@=!*9uVfGXRFkt<J&aa3k3s4J+<7{n`O*C
z@;;o6PD8^z%#yRm@|q=5*E9D}wJF2ZJWJPZGXuZHu*|hUN!n?R+1DoHuw=9*&qS}^
zxMiQ2vvWa2{=>h=Q5Q1EZS!nAp@2);;``z{#H8ohKk}{%>@@Kz+9uT)L{|`*%diWU
zZ`pnypGSE*^eACJ!nMdYM*_NrI`pk`aZDw5uqRCU!1~<%@D-c+5fT33HJ)Hj4AuTe
z+2j>8Xf&k92a3sGJg+(8ss|#Gk?9MhmC^L1N-bU7$<g0&isBhP%=8XCD>u!%Z0LM2
z12o#yxIEj=9gry*`v0xZs53~6KmvfP=8$o2z|!^xYt;p_!u~3@_X4ntm6cb}e#-U*
z+A3tDS_?&T(=*Ck3`C^d?*413m)mxteLO3>b&NVr4s4NMBDq5x%yl&yPbW?;P@`R0
zB&=-!#ayIBl)m$UJ-5iiSFf{Ls$%g*iU5*WynQLde^R8Mgi}YLT55I)K$(zw@bxF^
zyN6df;`e{mY=Er-01XWS>XP(#oBsU~8=TeT?Pllz63!KD2wS}5{$iIhT2{za-UXK;
z=B1%r&QDz?#$wgK{XqfMf<yUUV%O`}eFVdFMOM-fIo15<BKh!GXeEaQHT~?N!bUrR
z#Bzngu=Y2X(c`*m&)&h0pF&Zu3=WP~5H^Un1+uqjmz}h8*CuhBB*GV4Y>bCsn@wRC
z!WeL%e^|j%UOztVAajSXKmrsF2WF_sL?pVSSB8|opgxXwr`z?`-(3eP+qjG;5}vYY
z<X7ZNYEvg_cRinX1n&xL3IV3=Wy2e7_MFdzXf3|h%aB0{QGo8R(c)m~-pjOGw$Jc^
zPzm2ZsZYhOWwq#W9IHg9hwizPrr=gA)_2J&H(=oRpGTJXZp8gj+%S>|8-~E#X&0?~
z@h`9aCF&n2uh%9FSF`7yH`~cS@FDT&`(-mu8_zlD3{gYDB(x^S@2K<2QhUGf%9~8P
zr+R=8{`TwT8cY_UAGMe>q8n|QFl_1{_y8>h$_#nFCYdeYHB^S@$bcj<XQ#*ZJ-(qP
zd44GKhFG4#@++uuf|(y~Z#<_>$TdQ#IpDI9N@~Q@GsXaj*>^Z@%%f^LxZQHbQ<X1P
zEvoIASTcQ4zuiK!fYnS{Zrq;;B7=-{Msj-f<_N45M9b7$3?RuzT@K}PtDC)>v81I`
z!GV-{s=qM%VH96qtWgaAF52j@SY-D-R7`=gyO6vU-LHCgyX@p9{T39dUeYUm8G3?N
zPWyT7S}Eh#dr2mLNmCz?<fKaq4++$1lP79_O(m=Gsy-!lH#ei&aGXirwz?RLrOYq2
z54l<@2^KK~kl3FLM^|`R^Ju-feDJJ1L7p%2!CwTgDjqg~&I!$OE^#r20pfIu5z0rx
zL)VE28$|<5bbVv%6mfu$%wm-5Ry06~$h%TGkf79dwSwKzQX<Bhau>B%t`%ahFlC;y
zgT#%z)85v(*fsz?Qw>A&qdVL4Zk&=g)oDmRyR{I`ZtC#l)~KsaCUK2#kzJO(uD;d%
zDgONB{^`Ri4_R0U)vxQD4)T_g;+x&A2CN=F1>fzLSliAWt4h($$>|Y*K#Yd2zuS5B
zMRvq4YH$7O%il;RT@T+Y7L%{$aurz5SD|~Z0Ff4$%Cz@KYg_mRcTbYzr4tNxF`Nf?
zO?L*H&RDtcjIKL}-Mw((om%N%y%wZ8J<E5txiF2rF$Xi3qSux0M_BivQSROU7LCQL
zS{r&zBJR~Hh0ow0T%0(`&BIm$kd3XZUgLWmpp%6tcxLM_uHXQ8SbDk$G_KIa!{A-`
z3+k}@$OI0rvlP4lh2o@Fd=tSTH5GCb;zcp1M4|vEuof1Kx4ygD!nYEJ_7}14voYq?
zzvONkoDq8OeBsr$guVVKjb!toSobQN=pRH4JJ3MyR#}qKSaj`n>8?;dK`RvbXnGfh
z87JFDe^?sbBEd%Sy|3{195ms7v`)e`VD-ky!hbDuSI~Xs8&`U&#%Cx2=#^<3H~#M#
z6&TN(3@&u58{)Cm*)^U-<iThj1&%(szo(X?>N%X|-zyIQp_`UT$D{ORAP4qmU^m51
zU|-vc0-VG1!Zi!la!J+va{)1FlB!@O0PHDTfdtV~nLq#d^b=#n^E1)a*JI!~mtQD4
za3Jdn=tSuGD`l;#7qd@B);$cMDGoHHF-S~~?}3vxoHQQCvaotJ<GnGGR94Lpck^H(
zKRp3`cd(jXhqDGFu$$Ij>of4d()$flus|@F+*L-Az-#k<jw^>7p_ZK6D;o2RQ&8Sx
zs*^^!-`V*3#Ci<d$ox-xTvMH$k2v*x?qZvyvqpATbd4ASki#4_NdPP4+VU$t<5*Pv
zFB`<%gz><8R0oJP6B=5`AjIr>pGm0&js9Th>xY3g_m^$k3GPmNKk|>~pviP0kKIJo
zuVj>wC<eYfUv`SN=x?ld9@g1m5eO8DN)_&o!@y$HUybA;TZ>eL;T}1maqQ5be;C~M
zhYKWR2g(x{-;G*-KbyyQEakjKuSA>wNmLskB?7zTBLeDEf!Z-a-lTSpGTxc?zBB!-
zrlmZ4DdCNb>m1Qr{bB0JAB9x=8)qC>h838<5%i;daH*UxDe%3u$ziofi=zEP^UN{3
zVI6UaJm}rXJp^9x?Estd2jvXfol9GmS9Jyo(RvIp31K#83#ZotmQxC}02d9@)vsF`
z-9<mT_IJIf>ekU0B$6ds6;KawEoto{%aP5Z(x3j2_Qz!^r9_Ek>G5+Fsf5pas5%1_
zf^F_BxBUtTLur229ios)+yD|LP7ms#kFxDP(k)#*%y%#K3d;ctE~jkfNLA}v{@{KJ
zb0UQzH}6=noo&9Wo+$2S?TR|;247M<Oi%s#R^Q169GnQ42$46tU!nzq<u=P*AvBdC
z0I#K_B(omRMU#3e=x#jAh#RPJ;jK^)(9iAkf!Qe;6gXx`7FnmjN+ikfrFHC@#5Y+|
zI<?i_o-sJ6Ip!D?CA!(9FcK|(Q8?tA#9PH|GHfFfn)8GBf@m`DltoyAjH?&5pz79k
z*c(Z6f0Zv0ZvT8!-}Q?i-`z-~qE+|Tg^b5R*AHReQK*Z=Q6yZM7m9;KlAh*ln#;D_
zz!1x-(Eb_DU0>CmV&6f#6KWYy1+pjRD%K3ggMI0LLEA!>uM~i44*HQ*ufl9<i3E45
zET<oRJ&fi9b1Y}%*i#nJ9|4oPwDsz(FkOh0yD+1@9&Ku;Td=6Bv3fC6eDBL@I878K
z!%|2HwFfSyR*G4%OR<+UM8v%@`mxz&uz^H04i%-sULe*4cZPT7P0`BjZ|f`x7^;BJ
zeSvkCUv!>6?0D*q4d|*yK4#wjEy<Bo77FY_=VzR{?XW@OuuAz;sf!pVGE=7|J?M}9
z)iY(-#_s6Cbc+HwcXm%b;M|b*o^7fO2Y*y3UXPUlAQ1^XWZHm=ZS{SWO@Nt#$e$(5
zNZ9oNDwBYY#zQ(_eWf+eCzKdg|31V!A6me?yN_5nXnD4>q!F-I&o@XhEdjDkkHw=9
z?HiCrr`2QFiYPc^jE-3_z}Y#V+ogRHKHXN!yEL=xEg)9JrlY5%;d5C@KJb~5#Y@B*
z%`I%=cykdmEMfdd`Ea?`8oSCPAZD=MmoRj4bf`A>1!wKmz0xp(16Mu<kg$%08yX$q
zU=Gi~i79Ct^h}kQ43&~qy>uam4-v;>5Ex1#Qwg285>W>}vD65K8hwYXQIp(`#1hRU
zA-362;T-9goxra@4-=FitxLj>%2NvTE65+~C{puAi@4|P%1K^=y~#iS8W|8G`HLv!
zr)ZzcPs}f$zuvrsJCCcz0ejwWdy6Spm6<t_0(AHLbl+80p0I+}y}!|@judGW!EEmr
z*JtI=OtoIl1%p;|7OlSO7>lS<j>~FF1{6aCV0R4#N`VsNa946*3~^@KwQuI3@%|;n
z>SRC_wGG+kT_apWP|`U9K^{j1GE!Nq!wW^26?pa|YQbuRVBp%W%5Fi?i&qck)<uA+
z8;_#`uCCrT2!EBH>d$mCH=RbO3eu*Xp52bIAk5x8dkpiLS5fpS#<v+Q@&s-iJk(b^
z|F=b<+!w>X*yz!nk{;5sxzd)|CnC3JyeMYe+8MAa`?raC&>DafSC-5a10bwn$+ed|
zK-F&u=muu)emg!&Ax7(zjJeIQ#d0~S((lve%DB-^2)E6p|DNbJ8z`!~p|gs1Wa~{d
zxY)f@(3;j1`D`=(?<^a4?plQUSrUmJFEIWnfmKzqfM#NyMyh50?c=iHnV|B6-x>-l
zCWl`3*T(Qj__J0(JN9pOkdTy@*z)XbW^>Z^SWdo`V#G(@YKT+J&1Wj-{q7sw+Ov_5
z4@cSPf5X*eSFe(N!$`H6N!GuB*h|wyl7N2R(6j47^rOHz{I?8K>Y<BmfosagjWd^(
zmGCf{$d^7xT!2H{PnB6o7DkMepldOgT17yzab1p1!aXeP48;ex5Za+(axx*yoc3v6
z?uujVr)&Ts>!eaq@ChvSX!OBKPb0t3_Yy{gyz7~n<eebn6lE_gWy^=AXo(sbjEBC3
zoFpi|KseW)B{6Im>}O8zP{hP{okcVv{SCe5vYCXEd^S(n&C&<}n)N1MvD&p)3&X&*
zzAv^!%JYTQV5Z~#V|@RlbU8cy6hacztdkp{Tdnp|-1L^IRgw<`OoxX{{&YX=RW61O
z5=e-?uQ~#kRenY`aWA&#Yxh7SSL!`N+aH^UIujj}k@?2C5%!mfv?L}*7feMph>+Jw
z=cC_{u)M|Clvg+OE24H6`KefKFmz(%a1!0Qda=xS#_Du>3z>p)rkyo?aOO+z#?}YL
zlpO18(=wFr@g!AUvs6){B+`Py<_z4!g~hBvUpiLt^VyRarmwsBzj}5yM<uT<$|cBh
z<W<SVcBeE+Sc7gUh3^AC=>=3d7>aBJ>MtXv1JxD)763Iot2kZ9lp|wGT8>#g#f943
zk|cHwKAj(HIX~|thz7p_M3l3dB=yY62-{MwY61VzrjLta@TzGKQB=8W2$+Q&v7OU+
zdB(v(3+mT|SSG=T6pt<+=rI*AXE^|CyN69@ln@xfbAS&V^*9{P&hI?>%GLhn3laWc
z1-4;E+fUNK@o}X?K0Q*14tdCpVmafYqWoL%9~uLEEYN`EyuZd3`I<(FrJ8z_fhO%=
z`uGCU3|Gh^$D8NMuMBaJHJG#bce}%05UZo_nH$z@LV${9fiW3XZE2RVNmA!=nLSgg
z@q};)OY$wVbyJ9la8G1F<ZHn^ytmtd{JOShEYN;PAl>dQ#1W3rS0>;3*^5~fX7V~J
zr~!O}nrrzgas}g}r4$;87>QDtk^}6P#Fhp~!t`226QDB)03AJU(U&TGsE|srlX;$G
zkN)OzO{B1Bo^lg;Yg%lB;4{?M@<qmT9jG!Et55rM^z57-A}NBOu1EJeAfCNwX@(EC
z>kEVt&PBR@DVO=LY3-#viz>?7QuQyASncyxD5Z+=V^YF8!y5oealMGr+UCAl>CibX
z`Z=&+fj<+zt2Zcd@s|9mD*!Ay0w6#+3GhUUS*)TLB1uHGKmH9$7Kgm@os9jZBJ7c6
zWXev^_J@d3qYW01$b?61BdxekruWR|rg_y3)$#-aVkgWeYy&=1%a@SUh<%uG;~+Ui
zvLB$90sRaQ$N2Bzkw2r~0Q!;bAj3GX_IToC^6tL=v=gf~^wdz7BkAKg0Q1e~-G9$^
zA&eI<pG%+#>$}3DmAm2Jho(;iX!<iZt3{JX92wE0a#d?vlPLvUpW+Dy0dy_-VrmO0
z6mXnh^zn<V*FBnUiyOlb&5361{0gcxsB<M-Fb4of0BfvvX65>gf7}~x-CEs)&?ID_
z#07Jw3l1M=pp66Yf$9B`Aq1=ol1tg&2ozQi`m&b3!bMi8(>9WpYJX7jDId)W;m>cu
zbvMfBs$%0ZXE$CK55bLB9%ag<7BF9r8v9`%W6Qr)xmQ%Opwx0BX5jNDg+h=!UEqz5
zydVNq4S*1{TLomQk^@H#7XR6>{W4!?`R`_NA*MrCBxQ5(8SaO6#Jpnr%#^?NR&Iy>
zum02X4ca0_t$;_ve?Lj0PE##dqvNWbYtHeCsOa;RSuaXC1|tS|&Y*GCXUXcoV2>t;
z@%kvJ&E(u@8!jG=-WU8%OFfRqVzxsZ%<dlRcCI~07=<EErlj2A^Gfb25MY4GSt&>7
z7A-;56J=oPv{gEDsCD8V49XNq0<f~qMj3&!uRRwygi94?t{<p)`;>MELW7@Zzo4)5
z(_q_$p|HdeoDV6anVZM~E0d*EjJ4~0(s_mGwA{>b$~;JHWOiAoTvx|03%C_9y$;Je
z6-7FwJU$6SCu@9V<N)X82y5E0_XG;Ju<lr%Aqcw>+lm8Kj;s}?8sQJM_RoeX=~}_O
zwdyu#;S9A(4H_Ecf1-~6et?pa{PJPfmWQR3Rx29Ue&U^-h6ucnFA20#R&bP;1HqVe
z&-mo}4Xg&f$T#>$==e+dBm9oeQ3!$cw6ows2D%1hqx1zXY#Ouvdgw;M6FFqu+t6eg
zxT|1*Y~g;fvS5X9qioTjOdy=M8$(13Y+z{suN@FgxX@BT#88z?NC2Kep){m2mr53&
zg}w!`Nh$;P<7%^i@|0U?w`3Bi@qYuIQvm*FL=TLYm*Z4YxCeOipoF?14cgzBfo3Qc
z>NN63;)wS~k3vR|hJ6kIAt{(Dgr(DJtQhL)lZ!IZnt%f?N3W_1^FtZzEzLyCf2wex
z5HDf<R4Ga_@{_crGzu_fX&?N>WOnmqoLx;XU_Tv?om!9&`R1bKx8KQ7;9|_<Tk)Q(
zYuHHS>}f6m=6k*D)=oC2mXEee+5$(@biSlhLjh|bL_)SKx-Y><QqHBC(WdH6A0TV{
z?1mZ3!`*nxQ<z?<ScEN-1gtdgb_v}=dok(QFo0|5`~3VlnRqy_aHcniHy{6%;Kj(0
z<~`XWuOdg25|0JV+H~1z={K4RQA=)pg7|EF;KL{P&44-8R#jxp%H(S(t1st{1=oT}
zLBRenL-xP(5jY|1(a!Az&;;U94a{-#C7ol#@Pl186B>syn@$=bF*Oa?8uQ#WM;74a
zjn0_LoLZEet*xdTvr81Ce#luXJ@m7~_(LQ_Z{o1K-S!s}O|P=#lh-dU`&|Gi(evPy
zQ2H|kwt2?l*#tTF^{$*3*1cWIs+_uvC$dpH>sntv!~Fcb^=eBT5RB7$`c1hI4i&ax
z{f~0ON-$GH9D)Gz4_8v!?!tqaP6wjsyK!LH_q+Mjo-hXI+pVA9e4DfVt)B?SZK%rV
z^n^Zcxh*JrZZ5CMszH-JNsL{|x)nJwyrC>y(@C7>0R4ZvB2ZP+0f3L^5KQe&MVg6^
z^wS->!Rz5}6~R>X=G5!5zmN8X_FDCTl8$Bo|2uPV$0y3b2M}Hy#sXE`{PYhhps&GF
z8!dhVcwmhqEywxu@H_y^)b>-Fu&3;&j_m*dTT{!I)M}{I;owA%kl8Ir68l_LGpwrG
zx?^X=&1N+}1Z3E!aXOHtrKQz9M>*((W#5`6RAbJBU-STPZK=W=z|OsSVg}g9KlmoT
z`AEXw?&T!3T^`3np$N7)74o~qI7QPl#-WVyt*fT_w|~*`ml%4lBL1_vP}l_mMZu0}
zOBgsH<mdQ{G8nc>zS${B8PuxRsPFRQvVo8_ZNQAIC9J6b|7KWg15i#@vD?`Bja8rc
zUfW?K2oSoF0A#^oy0UyV?LT^o@*l*bFYO$l#O2@v1X2zm*okRl*ETZa24yJu`WFp$
zX(i%;7&M)g@5<BW(6&U=aT#LH!toUATFH}OKTp}^wtPPx%r+6AS4lM`oMKzlF8Evm
zp)Q4=tw<?m<yi(1DII1WTY`aUY>EEka*{a<xY?7*J1_uHi3g_aEmaYVr?{?wGbXkw
z7k6A{@6aP?jy@IF)nF4!=vxs<(w9;qmk-SsM(BhlpXF22m@6|1k5RK7^4?D~a|gs`
zT6Rn{^pejl?f<D%6co6qTPy`2KQ`sWW$8CJ<DDnV_HgDL9*Zhp?KaM;0)L@)Xv~m=
zi<MW|958ik8)%V(hHSC2rY7nrc_hz?A?63tFh?uJA)4xXO<Ps}UH>X~8M&Sv_m(*H
zjj*)+*dxPj<VVGqNFG(kNSaz<*PKe05fd$ciN$k1JFRq(f=Hdlm*f|C9An`mRoizi
zpC{J1xN94Ckj!(*s<H*q+{Ul}RIb2_nKupp+gHS{_k{9D7#1&WrrkqrN@WH0cEa)`
zehHDeKZ=rDeEG03_^xJj188t|n337o?vlTn@idE*YSt#@V5_nw9R@VzeUyfh5&2m)
zpPo$v0eD$?yNu}r7^UHi6+Ba`o?SG`-xp5{gqgZo<7TON|H>J*>Eg<u?xyZ(N%ED?
zqJqOVdy?24y44SIHm_XG^0fc&L`Y96wCDe)$7_D)?C%`M@EnA3*m#(nNJew)yc(xm
z^8hHoDQC0KY-<$tt>O+!SD5&#?3fC6mxFx;l?B}&wuQXmnT|hKHqj8xD&|W%)VlFu
zEzEc$Z4IPucYOy;ToFPSAZX;Kz9*(Vj7_g3(Le~r_o;iof9_s4oqcZI_);0~mkp*N
zwf35HT|P5Zp$o05s_1;Wu?s&aQAV#!6i57CWvN^~^F7n=g7bezI!>`rD)EK(Z1ul_
zl&RGWsrtpWd!XWPJl|RIb+MT?8dXOyO~eh}ttL=8WtY>fAllK8uL%9?C4rMnf6QTz
zJwreVa8?51x$3~c3&qUbSS=XUh-CDaCL|X!cRI;1{3R(I)9pichqz|DVi8{e$sb_0
z6eYH&wVV$YS6)u;ka2BSI*IuOS;-6+#hgK3Wc9dpNy2d9?Qw!sLnyCRO4gJiiJf!<
z*Z3+1{FZ;8B0@|;<L#RaICP(;8R|cUJFOPHcpK4Vxv!BxQLza+@Rqn(a?Rr2mYJ)M
z$@5ud@Ur}1c_x{Zn1}`Bwx2z4oYk$H%T$>*X>KIIdwRs>GXy|LY}stkEU*DyoVF2?
zNvGG=lZhkE`pY!&Oo5f%)i)8)&K^V?h3|b>H{{=>d<_Ohuq%0Hnu-PsgfY&tY3fRn
zXlUpIHUHDp{s*d<`~(ccf`^6@bQEQT{n0Cb*^r0txm#Mg0o4DGZrMFllG^`A*jq<M
z-L_rBpkSb4P|^w_Fd#@bsB|+hLx+eU-JJ?Z48lkZDBUqI^w1?pmvn=4gLK1p^4$0H
zzTY3;THh>}7t7_vjQq~n$KLxm_9RO{7W?Y-aFab4bMSaG<>L0F@?pxN1WAS*D*4$b
z`a$!lx6Ka6$BQaZ;-y1D>ZXf-R=4jO+F6eeji-L)cqKipjK7hJX!#x}wQOGInSLxI
zPnbJ3n++=(V|trHU4#OT%O2YC%SieE{Mf+nkAaFAVgg|$2^yCRi-D;c<}}c0uh0(F
zV*-~Ok_Z0ngJo)N&iA6-T6=POCsQ>;r1T1hhUoM4qpQnSrK468me!PcOd`2eFds^8
zWAVC79*_N^Y{t0y*_(GV>l*z`*vp`yS(!4N-{vQdKL;|ha!S?b(k$u|rMhMHlu4T9
zNWf#v`1*f9B?-zo2wu92L|r9URA~-p_e(D~E&Ys}c>i(hF&=Kp#X56?L9S}EUgMKe
z?+iIx+roJZ*$94krN$1GdlD6LWOZ6e0u?3W1Mqv%*|(A(+^K5(Z}o$0yF*no5C?fl
z2#j{!1C@7kt~+*BU!5#+Qm`!Mk|cbqV&-Q^xqE%0u@e8gePQvVG4)82EOn-rJ}_;T
z#|%*CB!r7A1G+TQRa+UukvR965<Dje`679g_AZ#wH(=~qqvY`z4vew~EFMI(syefM
z9Fs^5w(X%cBW8{m+w6beH$-(LpWs9=;K@c^O(iM6dZQHHVV;4IV@XrLrZoTORVvPF
zV!iLGfWi_OcumB4T*7xcvda=+XxG$?aZHp1stN^}C|UekPa&5_{`rB5H(PaU*+VG)
z21dq5m>*oohe@?I?_LX9trtjcw~c-Ae^Ff^1;c%nDnNx{zK7FpLdV1Xbvj%x=pe)@
z;Y-;~Dinm5rP;rY76!kcdWQm=|0cr?aQOd=@|}bDQsus4-;uy$-vk+0WgwDSq-cwA
zL-X-;;H=S&hM&u(T+uiRtJF;e)w)E^j;~e>=0l;IVe!<~y@n`O)B7huCT>?qAe)8b
zwzLoyN&e$7CI3M@o@u0Fe(@NCD-*3fKeHC!{><!AH&kXANB^qzsVd!6c}RlAVER=B
z2KLr>?a9Bp))>Q_c*g&O$`EowX^pD0cBur1q|Z<-^Pm2tju6O*dc1D#mi(iM^QVM5
z;p#a=d1}&n+y}>+Jp2U<8tkvk=KNK~Go)&WwjOs2t0Xi-M**kNpgAau1d7Hf*2ozY
zH7MI<Q#zZ7d^D=fPd)^31BI-{HOP-8#~#Z5ciUtnghxjPNS3+^=XYp>SWtoT9i(=s
za-#;}+l*V_ZA(QN$KhwnSHB-gIT5;yFQtvx?**lkR%bG%jnA!p=nv@^NtCweP@f#p
zKZlJI4V9TYFK<RqX-u5bD|-ZGT3fBTqoZW3(MQ@G>SG^@m@Z4kEHS)<sOaT$kJg<3
zT_p~a*h|)Wa{+I6F$F;)inn^S7Odb~CF)(V4ksIsAp1_Ktu=BleV_eX4fQ+TM$=o0
z>c4SJ4%QME`os9V0{kR$RE<AvDHZe>{cBIrHZ<@ER<l;#=$^=B%5x`$kM~-XVYA~d
z)#ma6+U_==pPwf=64~qG5<c4~!SIrzqW^F06YCF5bBpPQk(TKJ=}$i1-#vduQqB|%
zA!E>!@VAj*K`u?w7jPoaG$woVC-tn61FM~X%90IajX<qA$(Q1gtK0dZ2&7Z8RTpHc
zHb=@@JxJ}rTIB>BepH>%S253tu$203zUa*U7AI}%oJeP#VhCZ%6z+M4_~SUe4u|>)
zXq1<b>L{-<gOyA=5L{cz|L0}KEeV&LEIFrXUEm%h?qH!eFm#>#$4fJ25aWx!K}byX
zeTt9U#Ps^(&A<7DyQSkztF@>_gB)6u*D;jXjERVN((J{9g2<Vm4<6q?d8YZsUQu_A
zcy^`&H?fK7GzaF~kl^Qs)c4Ro9T>E_!qqgV^j9j38z!BXc6G($YTf_xqYlISvQ{6d
zzb#;>uvqZ_s+eMr`llVVH`%ixe{&9$ixzenR<LW`AB{%iE4A!q{%FEsW(1u|Z1X!j
zNDr%jxdOeCBpJiBg&`1=xSt|!9>mDLyMhtE5i3-aKY7kdqwex*K_zEy*)?w_=+D+N
zq1it8Tzcn43>E2FU4&<4?utLz>>U!r_&AIM4{y}Ziva9t1+3>G@Z$aFl>r4u+=;-&
zr<hFv5&_Gu$+qlcsMTw9y{H@p%;&!Q`=k}SYuZEI(Pb=LeK{7u@X`#$!qam*O2Pcs
z^koUV53NZbkc$?>*&U$$l7w~#;v5NlN>q*lTUF14yE%s)LaR@woAtc5QyW!(ZPiR!
z_D=T{1P+%Jq()A(Vi_MM52u%@N=8lDU}Z7<6sWxia8mXEK1AY);&NuCZ0E(wBeY65
zz`DF2Ex%6z4wL(VkDr)Lm>Uu1??t-WU=*F)Ze-~mt_unR?7WCNTCg!*y2Nk5FwU~u
znhNgAIf2g_@}5)2ekxpMs&h98_<esizs|)@zJnzQwUtz`hgHqU&q7d<Lcw;|Cj7sv
zh<KfAm}P6PrQlsN3S40AOu(0rg@7o2lIePs_;lC5)44D8eLiatu{ufFzwB{#ITQpJ
z7uOW4-Cw+T0do&LlFG7U3sSznw-^$4TWBsaveEOW*TA!(^fFw$AHwCZ*!$YMkiF5U
z%3zyApQd}1`hQ`oIqFaKCRF(@qzQ93&q<`=+BE+~JBu|9A4&>02086J9G*Vm@@GrY
z8+VuSaf^aLaDd&+v^hLp$g(ZUM+qPAmh?mG#lHBst`$zd{Zz*#svkGsBz^D8o8ZK|
zisJi-?8S63bTQ`f1ddwUl4Y^V(FxhRw1KJbL(0x)fXVW%_8|u2X{Dx4w4i;&Hx#xq
zt)GYnU(Ki6@Xjy6`8Ua_xPJJ5_K&94rJR=;c)Z90x4gc|?xiAt?Et)%g`0<(C#&|=
z2}y?!_hu%J^tUz~K2e6P6)38^k*-RvBF>N`v=+^M@j^@|Iga<%r3#rVoNhZ1?zJUL
z^F!@@>mGZNKjrqru8+{m-the^xYL1Y%djvV;eBd6kp|0oLQMR7XKtPt-nqR^J2tcF
z27jAjhgXGxJ$~e9JnBynBO)CVRyLVDe%JR|a-V6`gwG&=jieI)rDSp6kC&R=@%_7N
z1Hyr=L`q-o)$0NC84O2sbmxn<VjtclJO_suP6kzh|B*`*;42K~<^9yoc-4lz1YKKj
zL%4dgh+t^gLq^Xwu&n8R_ueu6p0`_6=Z12_2vw8>MYR3$^#dD828*duY)J;6mx?NH
zB`cMrbe~{*D56Qw#?Bz;#s{bLjYIloY3&dEn}nfKHwkED)Um3P8TioumJw|o9Upe)
znv2iWG1`(KaGIH!86%8ddK)ECH+ht?QTIwqXXR0L><ivo%BcjSx$t+2DVW!>4t_Vk
z-e$^=PWny5%HIYL$p_o+Z3Z?%&Vqqtn1D^D=5u*V-B1U;2w(Qj`JEkX!KM80oA1FY
zJ(w=5Av;`RILXdvY^!EW5#i@YMt2?(x_)0x$SPmspTu6JFSecKI6l}!6ik;h1UgO6
z)v4l3I1m?(7@viw?uo<t%&`a*#QYQ~C!hLXO!Kdq%-}s1Qs4>(l~hX>)cag{H#RjT
zTuy;m0^Rmoe)##16T{Y*wr!#<;*s}5s9RQ!`;J#UiID=@o?9{Te2kP_3pzgcDQ@oI
z?ocuDH?;RhE~qc5nlOt;{SIipncMbcL5&`b*S6J*G4+Bj4u~WP;*orATzi+Of5qKv
z<w{thC~B9>pkjUnCLWl0lzC>z)yuevk)Sf?XWHaY^9-%MA!uHV`aJ?E>@^JhKOfwc
zSh4PS?w-EuEPi0Mw?m2Bp2_asUP2j<hOxp_u&melgWbhTNaD|FH^BiR<yK2BuD|QJ
z#jV+OkO$)J${7YQv3Cm3i_ai=`ImRWA7x<+I1mJ>au(%RU;wZ3s#yEh+2x-jD)5Nv
zTQB2G>sLr=LjX)wu6UT$snof(PP;g*ESa%m%5&p?n%UiE-{gfwOj(m);#oyx?N#jM
z2@ATx&wI27A&m=rEmacvEG7O8B&b-uvGJ=4953eL_I+<FAx+f(-iZReU?}&4KtgJJ
z4+Su`JA{ngWNk3#6=%RJow5o`N`Bk-CGit_8wKhr-B02WZ!O-tcQ|?jiOx7lJ7-P=
zJ`8C_U8Qh{_ubiTZZ^-5+e?AvM5z57K+m^9dR4hU<BukkgHW2vSU#!xUw?l@EBdRV
zVMP*J#I$Plsu}&-?R}|f>0}v^`cX<!T2j@fS`&%237S`$<#RB1L&4SNRoy5@Xzn*N
zuNHT2!E>UE)YCq(VzC5q!Rnf$n+op6&}OQz&$sT5pueR_O84G_Hk+4-@jZU`nD*&(
z!4xwt4{Z@yT{;2+=|=pAnT%idJYCIVoA_X4)ZW%+JI?EIxKSUUt!mB8_)4d4o3?=t
zqI@4#lVzkLJ+|2zf-K*9bJ@7jHuXg-%4Yp3Dc3iUxn_KnlPb3dT$#?wB;>mg?Q&4}
z<djk2!|^9~TB(KqT;W=8*wOnwD{a$^g1{lZi!A9+Za%qtbocgOmD%SsnmagI^2+qH
z8=t}re$Hfa41objE3wk;kls`^6~=&OLL=7=+glP38Z@>;6iatbrh89pTLVq;U+IZg
zMG!{~&dqDPm{5lx*-durs#~=_KmUAvDkkwKvZxi5+HkG5L7=C<_VHFznTt&-HUw22
z{qG6t{!taTAp?MfIeIeaC0w$hl9~h4UzMHspJSPWfq|hbNo>aWjBm!%$fd8KiM{^(
zos!aC!KgMXsq@z4YU!)z&%d<EoJ{`<C=_tuQkShn)?l9S^zcNfi*a>u4$9WYfNEIz
z;x0E{KTm0Hs*B=RNvkWn*0q7$b|!~}_ruGVcN0(|aEL>A`Y>0e<MK^7S=`5YjFrvK
zKXjnZhEwtj^upOfr}Z}F*vO9459V)b8Ckk`Bn?(n9u~HF3r_(G`z%7fynbQea8z7P
zF5vQF?_u|H00ZB@o<o<yAX2m?T)1*e){;P<x?A?b9INWUY|)cvsB_5M%By_$&8(DL
z(O*v)oPJYonNJfw2s?T-j1=4R8P-GjAHcIHY_c_334`&^d_z9v@C8x0oYs^4S(~IG
zU)k%Ul>5vGzzCGos&TDJ)BIst7jMX$Tnf>|P9`{7M#kI{8^a{Y{4k8>n|d0Y7!K=`
z`$-^=?_+T3^77S>-@msRciYyakGC3JsMv(RX|g*XoTkX82efu1w$f=caj>9naf?mE
z(1VLdMD-3+1tZv?z;N9&WJ~sQWqO0!0kPs?WpFDia9reK0OZ@}3^AQOdC*(J;u14(
zm{2K1qP7ql0^aZJ-a_}ldKnD=v_csNaVQ%x<z2cmY15jglk-7Ry7FU`SRp$5;8upc
zJ{YcW{aWU*$B6Od2-&X+*|+kcqW9JM%p8x`QQf9+Xog$R9#Xs@yuMG2)_NgM?rVl`
zty?}vHjZEFZCoa)L9`UMW20*-Sg}~Su(+c{)6<fJ-P%38lT3fBKbCYMcR9_Xr9Hk`
z$>JrBn@)~u47kvKoUC`5C~`->kS$Yfeq{BAy{&%cOj6)1CmpYoGK`i@cyb??7uQ8!
zN6z#6;oA@?qV0}}Mc3NlPj6rta@Ws+nv4APgvArr2mxgtSC;ObUi<-z0DMY+*MDlj
z4z~`Fcs*J(=H@i{k(0xy<vvb+#T>!;MFM^>NR2Ht^gAaoFfx;cE*AYl7M;cpA@~l>
z&y@F)hfG%=W!uslq=FCo0Z?Pjyx3oT&h)AoawNH?@Y*lLGM(W^Y6QHuI@L9r@tMl0
zmek9_vH>#!U>Wn6mlyqMm6v5sMpO)M?VzPmPF~*c4|ZNw@PzES1f}iQE^E3p)cZ_i
z&K2KnlWfoSC|1sEAYO-M#u<n)6BGI9^%?5VLLM{ie}1IwB8j?%D-YXALtd(Lq6v9#
z31Kze&97wdf46Dn4l!x|o#}v&Q4fJh^Q-Q|b0Tak)SzapXeb7-pB-)p-J$kUvw=H=
zgttJFA`*=2nao&R29ryTM+*%@>#RYz6u<kR*Fj^tY@~1^uv&-$nA0?G=N_5}PH<zJ
zxgj~!61@PE)}eqp3tTvj``105ul>vwM9Hk^&$ak6Hn#QdUZSbovYTXM%EP1Zf+3<0
z_frb1{umoLgh0eD_KCoN_P7vbINX$^|Eb$mbc}ReSJ))AaQ&<s*q+6$V7-i4zATjU
zhTs@JH*|csu7oV4=~@%LCmX?(4Y768S9=GDm&joWds|NCU(DB_XkmvZdIMoOcRv47
ztU&5_=wC#S#%r%x$BtKvY-dLc+p{GiNp>FF6LDU;O-6xg#wA&wH@j!nAK9Er9Xh$|
ziv&ZcZ$v(N^s&}5jF=iq+|Y{;gpNU3DF_q|Gs`%n4QZxhQShC*lFWq@-RUI(^JC?^
zOt@yej;I}$x(v6cYe6$0(UT|dz)-fz^WDx$Fc139!-qEE79gi*XGp`~de|c&t*C;v
zH5(YzmY$i(309p+ckE(u?8Yl_t9}573aft251`eA$HmFp+P?1V>)T)H^Rt_8;Q+(v
zBO)SVj{;SJ9Y77duYu16w)61xl^EZ&Yg$P5?v%^S4wzcaz2=ZrS{h~48k=RG;<7!h
zPiryQaRg_{z+|`410kU!D55~l0|OJ#wEYgzA@QO+Ej>^nmPEbn^P}o5FHowxxV<s-
z;LEL(h1flk5K}{qX|^#hCmrTBqFKu4>}YPIv))K$(RO+Ec8w_iuzL*7-*U@ClBSUr
zpZTBMAd-0?i_KbNf>DEVo=3hTL^YoCjf%?mfg|5%Z3F`JM$)@I6)x9BC;t_HX>3`N
z#7n#v|K>BqBJ>iw1G*mM^=kIEd<)f-xF^!&kvg*C_VEwBaLFb4SgTLz9=%j6GE?3(
z#)Mj9rmc=JZ3duGkKMyU5f7pEUp*+sFErym?>x`JQ55OrMfFOw!?lHP;>QH#p&V*l
zF7*i@LDkK#f{{p#$)hf=-hUe<y=5KzFl`zzQqLFcc-twbk?`mxU8z_UN>W{&6y!?(
z4dt8uThc2!KNrGoJ#1k!TKEOb(yLN<*Ap+$1ik`8_wa3Mc5cmhpS=<fxW98+17>#$
zpDaXr{`+-%)UxLSB_JRG+ExoKM%b3Rel|rhs~v;Eow19{pf<HLwz<@g@Qawrm*C?A
zL5*B)Zaq?d;o;$IBy{sFq4XRa;gO8Wf@LTa>U!Z=S1v~1GH?NFt2;Wi?-8^)nWxQK
zW5S1`B`uehA&WEcaS{Df8liY=!>K=a4wXJ+;3X3^GZqGyIdl9h4kC?C&~1soa2QQ2
zNdO4oWNofs+)=@JiSuxAJ93JT$^84gg)*R=dlujekJrgq;#^fn_De(`i$11;2rszT
zbu0zLdwP49u_O9wlQweP?bgZ<WSwe8s{EY|w+1V9>;Bo>Lv)G8%8YF+NTJPo8FF4w
z$>66~Pd}U+#R^A9KkHyebgHt=7e{qIVhHCl{zNscGN6{Z*BUIQ>0yHDoX<-|F^-6|
zmy`K~=udExd=M3+y(Rh3-W4*`td@a5>dR;SRRZlb^6rhLx49`E3~I4L_ra!=Lk(mp
zv%Dl9R@Q`_Sfn8!H2gsCA$qCsjJ}DcmGRDvG->2Z28OTk@l==Rd&&?NmiG4c+2T$%
zBTy76{CJ(Bm0t@U&P&Bu2{SWh9QWG9o%vQGTH4+mwJgm#PXYB@6!;GIvtP-It)~Rt
z4>wkKY5?P*5YHcu(J2=!YySQF^~bhHbaZsD<GMk3__xi8ay51JVOFsaaLfvm#(mX^
zp7e#6ax%F;qMw)I<g|W4eM5*z9gq7qxK6n~^+;qnT$TX)V~I)k99SC8<Dvj$N`*kW
zB^`nwpqMz)lw`5!&C3{6?I_!@s);$I`PK41p!xoM01Y3LI{Jqs7r8O{3%rh2&$3%z
z;a@#n{s}G7#w#lsZ@zGp-Xa8#H_b!yh?jEWFn$xU6y^6}EeHaTuq02e6GMwwKoZ+o
za4MRv-@ad_Q`SfaxOPaW({wcXnp?k~wP{fEX`J<rV=aobQ6d5gcR}f4iyk<7+wv?x
z;-O(*pCntWb#J(hhdC2SCsNOC?(J37-86U<n*98E@*$VpBfLcFL)HN@rK~~SHT&}~
zzBfH<&WyIUJX|aYiT=HVahS>yDwzze!r9JxoS@Ck*=3<D@O^g?_uBDTH&FmPXns&u
z-NM1e!I71C3;QA9kSVUR`X}Y)Ju)`Os_<UWhaGE?Z#Y(LtjS7h()Ht4IK4E800?dV
zP-J_u7$by-67@R$x7RB+kRonHy8xbR<wkMmXr%)q0I<4t%_JLB)g#8LFtXgCj)nF}
zYF{~U=edGVfXd^!5WSbSKsZ0YJlhUSG5`Y6iEO8=gF?`-ah{Q0i=h6*F2&B}&biB+
zkL-N~%R`GqK_`UR<#Cg7weI-CQJv3gA&~W9%zVR_n~s~~*ta8f2g5p*hvOF1Gxa+y
zlr@*9>q@Pj`+d^7PD5~-UJy$%ci==a;R9|Ii^GM@l)*XS%4-g8XQx>=(Osan2_>0t
z#LzkpgSBJ27MrMPJGRc8ugYuqcbnB|ps(V%7Sp1dyc!b}#HQ5Int-NY@KyZvO`fW?
zLc*gM*=zz;K;Q5<LsE4QT}CD(U~1HGjB3t5!BY#?XM8WA7sisPoA|ex%A@A9j+BnG
z(dfAZmubTxG(7A~sZe96?J+U&U}~z5$8)fWTW^c?5LqOBpSs$~N0P_AE*p{@1C0u@
zRRwRQvyzpH&%#J(#iJyohXyL8reut5Kf!bc1#hYf*Z_rw@BDDWCQrYX0>|%HL#kxR
z%24N+CX29eJQ#@l6R7qM`zufa0s_~IgAu)#&mJt!BgK~59#_Xwf!LP0=8)iEJGLYR
zIk{^-<N8)?Y<x#ZE%<w5tfX>2Oo+Jm3=BjqvYVH}sd8FxLBn%{g1*;(c})?jYv0bG
zcq-82lBdoBfXsx_`trS<ogHiZ&K5ci?fWX4dZQm029mrEK?^MqJ%)10z_@0Vh$s&a
z>bZD8q1nL8tj&^7z0Qv%glE^+Lkes#e7}GB<@cq~ONUuHBO!iLR##>aO3p>KBn54v
z3%WDIL5kpm5Qel#c#xR3V^rTxnvQ!A0#MtWug#z7l$2L(=l}%#@PTL0qsSvVJ%?h3
ziIOCO(FZXH6t$N9%AmXln_hBAazSHBO$GkO5dIvLi?A_t1!lwwBN!bpm!l`1qnc4U
z?lTz-36Qy|9qAdTOAKY3IF&w#5mAqla9-N@=sIbOoG%)))OGBW%+p@f9!i!_BO|<$
zQ&3Fo*k<(pw3vfpJIjke`Cu-{_Sk<Sl?L3^AU5MZQK~Tjf5kHk&BIU*Y_k!UX;P5f
zQs8-;3wS7&r#Dmu7O)=3Ks!G_cLjq-e)3q5;#^&9`&>^UiQ~r2_1FYyJEM{+InQ6d
z3<#ug4`NL6?BC&MfHE*L29oK!;uiX>c!DR4@I}b&*`Ds32|7oy2Wy;I*a3h^%3-PR
zU=q4<2r%YUekL!eY{W6Rr*+F%;5ma+1_rQ`-A;Blu)E{-waUG!9e!4|e@xZkTkJn?
zNiDnLP6#EZG%kM_MDsTrZ|&(IR2^pa&;&c;RIQ{A;|MV!rPBZN^23|pN`J82KOVKa
zF(0paF@qs_?WUWDNeATXm7m5$*e0APsLKy)4%qdYAI+wz<f#5!AI=`rS<AW@{F9@`
zc&aymyjf94^8!luXU<$=lB1A5B~yg}O`v;d)j76=$}aXi*}Zia^0zjrqw+JbNONtF
zgX8t%j0d1BEqf+6h8(7J@lGr1`9S+8V)Ms)vdUg7XmiLREe}XA`YFI?Q6KxIxR^8g
zmCn-f<x-rDv&T6~LtpmI8yp;beEcwin3nH}i9K~**i0wBDaXi(`Sq<CtVK*(V}>YL
zrI}UZbr2z^HQ4D<jKQo5z>3tM;`&HWjVsj>Y8h_9rc?F}gct}}4VYuQ;spja=kqI<
zDDL0-WJo6@R4w~*_~hgSWUqIa=>R;dlTIh2cx6UG5>4Q|*uj`{KO`q~M7=89=3!CC
z{F9c)n`E!5x2yeT1m@&*BCWJ09s!MW=I_ccwuvb1Yl)ZPH<Q7T5ebIv)dwFQI<G}V
z1{Mse_;K|ENm&?(aKBHV)#<YpSJE9tR;jP^2v2fAFN1&elpCgkOB~AA3vcvlbhB@Z
zM4XL$%Cl+ibIpeV3D=;Oy~sPCS@m<C+g_!wdM<t(843cI{G*V00)c=_1CeJ?KmGj8
z@yQ8?>GyR6RPUP<y?7v@lV?46E>Z^7TSjVXYQdqXE0w(GY;0jY31AMm0T`aVVdpfj
zCZd=O+<4kFKq|2%g~zhIy1nqgoKY!0Tl0a2xT$HjrO;n++)#={TTPTzT3Qem9ZhX+
z?@k{cf!otTA!=wpDbuk3=ke)WL1q2b#r<INxj`i!?#x4*q||Ix&r&Ue*3h?EeRfVU
zxyDDvs82;}uqMVBMPrBPnk2b&n-{^j`7{)plCZl6cj1#7Dy!N&&jVk`F2EK_Pu5dK
z<u=9s2%BKRe*k)<g4iok-^do!l6?E+d~aM#^^(iMW!ky`vZEBwKfCjT;@sn8eqt;p
zIFix*;)lamS=q>V(e*VtvR_jXc&<UP{1k6uhX>2WS{SLc9I~9eN0K&Neru8${ok@T
z#RxWL>SuPG3iNAhv;{V2>g$`%i?-(D?5%7VpI)3DE&rQsLX5Dnu{oo?$$89)Q<*qj
zwsh;xcjcWo$0fbJMN?8zuE#cjp<=eJ)GmLww`W$8Kt6r52*3%*o<OUyiEE}$ud+Jm
zFl1@Q=xS<VorIKh7o7K1mPdo9YDX3L_elAz&cG1;wyv&yrj9mf{lV>6HZ(XFXQ+?E
zROOjzw=aL-h~t1djzwv5@Q`-<&m9VP|D$AS*N4{YPLzOa1e@*}?e;v!rq-$E*@ImV
zM7u`MMs16>jqaJwRQiyo#5_T`(3^L7@g3ZjJ5PGUuG-X@ygdHuymT~8+!wVOi(uH!
z;^cQPw2TWbQ1bRwF*KVxqy=^UXYieXcs40|Ig(btJH9l+l*jgBk}*CjP;~Qkgq20q
zH}hXxxpVoLMoK{H(b3b7={{pGh9~Bw7pi#Ai9R#`yx|N8EzKPcfS>Jz5(9!DeIpV^
z2(F#bB}!+uX<1O;>?1dnud*-kD0C+xdl>NEJ`-U28TvEd>N~g?FoL8$X)XihN^cWB
zZgY)`FTR&I<U?aHmuh)1Tn{Yb?OR8%@t*+`+8e#S-&MgvTQUlHdT>G8H+9lgnEYDf
zPSVzNI&N-a*$5C~!fG+he<twJ*f<=8YTjM!bUOfs=F|0p%72abDEExoRQ0F-^^dg(
zOG#$b8Wm}MwCQQ6TRR8*KGjSTv(Nx*?fG>nns%cgprPT-b>2w<jhNf+M}Udjx-ohf
z?3ktJPBWSC;i!={4KotVPAW+9WUej;1^()ww~9HN@#;<nqBYKH$;8dNmk(&sO&<a|
zSe<_iIJ*$_7&W(Q!(mzu?hj@*t^$C-b@R>g_n!L*3jg|F2E%?I9EME@$!MIP1ZzhC
zX`GOxL*pe-Sl*oFz;=et=F;}UYx5@^bYj3-ix-^%GMVf9#hd4^H*X8#cQQtozLdg*
z<A{H@{ATU&0*4v&Pd&!{sL`fT1WQoOhpj#tZ+>1jL?Yn+^{6pD68R}VBqE#BYMeU@
zVih;ta@03-^ZnyjVL#S-kH2Y1)iw?;<j@r0ANDTLOG@+WI{w&ibObPLa%h>YfM$Xi
zZ8cO=y2AieLqpT9KT=+#_>_Le<$U1Z1_)Z9nfm{DcLz{7mk(d#wPo&`@=RaUs=A9&
zGmF~yTu$wctKn~$V83it<HBGyKsYDPrlcn$SzN1NlXi5pDk$rxtuL!`)|>H7PJWiD
z@beu=#C}iqQ7Vioxc%cCfT6$w`WQ;w-ra575yi}^Tk##_)bJg)+P%YgLZL+^^e%xT
z7bgH^#Ip%aeKZoN98Sv3uOgtOUCbV?S~+mfuRYYB_ShErA0T8+3Y9DvVWIH#2&s;S
z2)uZampWub7ld%}k9~KS^Hw{BAPp$K8&<wxc%v~|J(;C}_Z~V_{3}d-%-k?})4|Pr
zRPB`rcY~<t-4g;x#<Hv|%*-lHyYMQ%H!8tyY)ck)a<EdsHX$LqP;OLjXHb6@Yvrjp
z3o6I&FM{vP+@bTNyK{7xv60bN^D0xZft57mgF=yV_QTrd>5ZQ8&~yiHJy=4XY90*m
zlU>yxY3wfT9w;RjX=CCA=1+z2DgYG!$!irme+JJ|-?`Y`Hb%nD-=eS216TG<5pY??
zmoeUEC`V*RL`SwDSH*UXs%o`MbWHjFmu;7NAdwrctcRBW4xLWc*xJi~-X+A3T+Gt7
zx|zRa&!bETKeXTRkH}Uv!@S59&TW2jYa-$_yn`VT0<1x?cY!dRoR`<NgDoctt7;wc
z^7N>1hC;*V*Ns{?nC}B8arumQoX1w>?a)m1yE8>bw>9+L7(lwvFLSItz)cQ+8@`wz
z`9)|!GKh=tjE@uGs%E#uwxg%`t|CtGD0(;hXO54LO+=DZ*N{)D?Ok|eVPj=hltM0B
zj$>O^z!v@=zR3RgpW$$xR#P@KtwvPY&W=MGDH!t%5JuE#&}o%n9pDp^nUS%FENBGf
zS`DGI`xSt7v$Y`%=o_=e+nRRkUZk;BCSx2plYcI5UGkp<=Iv~yriE1aG+bc%JCYZ&
zp3IYp*VLachZgA9!D_KA@Z_D;j`G`esHsb!lmeE(c&DftFg+LaXGF`iBiTd8(zitV
z7wp=?W3s3^Ct2#qMh>dNatkVBlhiN$nfv^ifB8S}_>65^b1upkPj-QKAAnKh_saw`
z6P1?pG?;5eq^FO0JNOV!#d;$hYSp*tvcaSifiGhw>if0kY-@4tTkNB~m%bNWV%$kQ
z8XiYS6&VnC6itDnhz-=d70<)GPk;rD6VZ)G9)gB`x$bhY4NcWBLcwDrrGg=gi;Kr6
zmC(x`Tr?U@WiX;#qmsJyF}b*ShmZf2omC}iEO<^|&$b+DzpPG_v)5l;3e|cXW!BWh
zgZby8$A51odL3#Nw9JLI1StYm=mjIom7!_xienXN@T}Fn-*k_~{m<7qcsYhKl}QMe
z2bk<pRCNe*yBdX;NF@Z7o}PZ|?(_FY!mDE?jDR7q6Yvr5!FruJlO;uFp5`p5FF;xb
zlw{%?;%_>9Jj%KIrd!_L);=x-QoZNQ68q>Of(96A{PV8Y<U&@Hn4LH>AUHJCP^T;x
z$~D@W^#ZTd>8$ti{Gz7#grq9a=@WnwV@ATkkXPLsA|=#GH^W84_e0jC>)X7)1=EUq
zzS%>}Kak8hxNT14^iKR8$EP^(i+N0SZnOZF(@#8kk~2sKzec^tbs(*?%%U9%J#`Yw
zr`Z*aFUU{)uPNkOv?{J~cv^ZD9`uQ^j#JIs_7&dW=^J_r4=!){q<W@(oahK6r8S0m
zHeFs`k=O=7QuScC)dh%Px)Hx2O=FZvI&}LIoOY_Jsuh52J^9!4FwR3^^G0M&*~1~r
z!>xeoe2p*VBrh>en^ntrLBYYZzi!jQgbnQNIbEjUI$;6;vJ|w;-W3z8m%30h^O!`D
zluHt?8vM-LWd%2i^&g|CIm_CV;^GJa2VMNH>jm|7(A*09p;vp$y;<q$5=*9T+KuVM
z*<8E7zcW6i7Ndw9KH;+QoO5k%#bULrP*?=DfY4}Mefbna3U@%*m)$xDh8fL7-f+5p
z0dAJB_k?t_neeXcOLsVCAIz47h|V|NrL{LYqFf~%e}H@D0c}^tpDev9jeu?fzYCyK
z1w73cOy!{&fJ|9Xi&XpB)ITrp=CqfKC<q>wU_Jp}>c++m8rqbU-F7)eGZu|^vaq`Z
z1a$oTqdT=PWbw%T{tZ-5BM(A$dv3FEyoT<G($z9e<vMUj*K`OIlF~#?@d-Ouj4a>f
zYzOkPOfik{v}*dFfPTOx*v{wLhrPrRfNZbF4na=P03kxUWzryU3FyLTk<m5n1xgAK
zhIqt%R52c3HBCFMo-inq&piG7mEGp)1Y7086J)RyVCt4Z?g-w-QY9!d!o*G?%e2=%
znwI;LS$!!ZD}5IGVFfx>mgUb!B`Ad)T>2SPkt4avnC>dBb>gE7Oz+HbeZp1X=Qn@~
z1a!aTcF^>G@XEl-`YX-Ch8+CDfPk{g!PgeUtTaC7c3H(c2n4}WPeLcP%jE2kfc85W
zkQ?o-Ml32p+XZX_Jr;{aVLuJqqxXqrzsMqx7M+@l;EB0fb{mE9A^<FOb?A!oS?yrY
zc-s4I_dc+=B3`j}%NG38S6Jr`#c1gOACIl&Hto<1M^QE80CHKfC&q@HGAK-{>8K&S
zqQ-lA1FVWzQ2gV1yz4K^v)T_^!5lx$*iRZp!^UFjd*?Z}BuJFEv6-=-wmPQ1G6ff(
zol5hF<k#i^ozOopP-v_D-MfWcBJjxt+;)M@;}pol&;DH=9~A}j0uSIA0Jo(Z++~ZF
zX$I*osR;eF{}H0`zebb7fyGH>Qe(z)f_h6LEOm`evX{gK{7{=sP7rrpn03Isv<!Iu
zJ?)+6J&hLjD#h~aM5Ep2lpO)z9(Y!6%kQ%6ky8joRi906qR8##q2_E14UhhoVyrXd
z9w6$jSxGsr{ujz92SZ84;HtSV{T=VTii^!XBvI-V<7?vw&EL1Csy&21T^Mn4a>AgC
z!V6y?us?gwL1&F;gY=^G5kKRloCcp>Cwlr_HglBS-T9|Lkp^eN1nOVf;A!NO_{ML8
z<ktYW_g^9#-@Q=D{DV)&|7O7<$i3#t!NH+x`wO2{Z!I3p^&henq=k!mQLs}DwPy2h
zf_I^xlfqHa%+M8_QBOrkmi`;8%8K`72Hf=gMd^{7^|6B$XXetI998^{%ezyJRoLUF
zYnNL9eHdB{tCxMWvO^>#44cJ*F*DAyd;L-JI-c=PVDY$rBeAwf8^6Fm6QNO4$q_y|
zib_=bz-Bi1yYyB@G+ITCDHs<#L<-+-lX<|C&o3wWyricWKYSW0B@Rj{SHSn_Y12(L
zGYhq#ZLdaSH^t=IBeg@Lfdy*?90(TG`V)WM-Yoy^*-e!*oCtz|WeIF^ZeBFXsdBd|
zwyf05+2F)C{1iJzJS^=sE)V8uVm5t}{!W@?z;f(MS4{mRx@aF>wQ;Q{+5NEC26tWE
zxtFK#&OEQ|V{I>Y9%O-Ae2i4x?@|AvuuYy+0w+?hvfu>fa8KqIq-a8<Oc)Yh?ez;n
ztEsoS@dMdXSOUjY)rpDK{N++MCz7jty=vaoap3p>I>^Y(k|KlRg^`>*rNMai?#ORT
zu9B4%ItT^@u2$NF<TPMhk@_9>UT&8-^&(XyDIKNd-M^J=paO63ZMvsv>xv7kb!;29
z&wG)sb)nLql4MvUnUUWp&6MN*!Ic=zm;l<jrXSfRD0MPak9I(Os$v{(5eOY|-(Q(M
zECN?CmEZyuLtJd^cq#^rq~-}xY-z|R8I8bx1!f$*GIj-nHhMpr@K;zHD{z))ioXxM
z6&z7?S@e|q)_v`p)P913mkhTVh{*n4;AK_<!HAxXp-1vX@WUWR=GU@^E`LZ<5qzZ?
zS%_wn9kdm+o%Y6t)zhuEoHnzF?9_!bj%Vg?N)*m756kO!+8L8vg|`5I%&J!v1<zII
z@N~8E2=0IP6PTVY%C3Nk^}uY!VO$`ctIZLYhRs}4$Wr|KwWxiQLOtWgp&Uno6ywD1
z<R~71USz;}sOAAmuu~$cuKZfQZ5pCBNs)x@PJqQY<;g*jAaUZRL_YPs=*u#n@OFfH
z8M6ZsP{97Mq?+Y;Jzz*<^=lmwRsxmoS@cZnD-oO7I`5;Dft8OeaQ&hlN6(AxL@$}G
znX+j)$nwigC0ONl-PymRqb#4R%l++{B&CD}vHRMw)>Gyh{m$Fdp+n{eqikv}i`eVZ
ze=~N}NZGZ@IfhN|&#I#)=I|l84PL})D;_@2rIhqyL3?!GD<!^l_4W?%g=PErI{+2H
zTZF#|HfD^ev}7-jQu}Z?y`9D|7GC1V8B$}o*H#hU?Oi)o@~JxSC1`%kuRC3Pnc#A|
zzlwM3R@HI#we{xwZ05@OY?NBa`5B^z#X-^PV#i+ynv4Ok4H6Bw%gwO~Jq0}F==hHS
zN&+tLXB2lZ0Ig%Kd}Qi<9ibsMzv;A}KH~Wdj+W~KZSXs+Jm4GHabo$Wevgb~;_}|}
z`iI-m1OEHq=Xw#4%0}L0|F|?VbAvL}GEs-DXnkhQgTOquqMlTkw_)0_$~BbNaFV<C
zpiHuv8eC$Yfb`U-wZUp%*UTU~G{q>65BPmI#lRB%(QQ(2^L|YV@c)R*-i<B@6IOH1
zY}UT{kc5V=UQV>7>bW=MJz2PK=&$0r_eMmYCq;UIYzDeLx3{P|MktjF`O^ILciwhU
zO@4V3=@5}njh74xOJM|L_3P@n(V|$P-0rm7ghN?5I{QP}&y&^;AO5L<?rE-TUd7d@
zi_%Gg<OIf&yE(a8tYW4^@kwpUH&3rRdc?pd!6Lu1B}Y3QOD^hJK@ZIW7!`<FRU&m&
zRk5Lz78*&dNDW@e{ofUK*v0zW4{2U-aSd$lkdu>BiR$L=j(B-KxaIdN=f2a7Xs=hF
z6Y??Mmx_vE14EdZj(VatbG67D+P`Jn^_WqOLS&cy$x)~O@4Fab3b&}2{dIx{r_#Iy
zh3`wofXKqGTc#Yx+uiP8$N?&r*H)+8F`EWn2PkR3&FFt>JN`<4m<e#L7|_?A@`{2>
z#F>q>kI}gD!14Rm+ckBIPHYCQ0z&rAr7OqRGS{H0914SQB42m4n9$M1u0UG4DVO^e
zUJnwFZ{d@ukaC9PhLA9>Sjp;?T}d2E{ag6XSXr~T=y(sV&mZxfm=RHl+M4jOhfIaA
zZGp}W<(=9|DsPC8^M);}f?FquSc|7gdx4ga98$8J!Xo)f@!MXG^Q+i?R{R;K3;Z(+
z*ep4Rlo#kXo#a^%?Bxm`H88*M9D5>)IzqWc;O2@vW{QYymsU;B2a`f|TvtDNK3BJ9
zK3d3i5qR15RKg$Wd63Ij2N89rP4z^5jfp;N%IRI#(f?#qw?5N@8PoY$WO{4RKLrv5
zA%)fr$t_N%0%%%3?H*#-6!4ge>YIK6BT!O+$_4I3%b2gVOUYBgkoQ-~1t%lwAaIGx
z@ZIK%u7S1R55>;^W^dfNd)E+XD4})E%RLDR=L!oiC7p7r>op4W5kn#|2HutP>jvH@
z&GX&AkYblB$5p`pp_u5ObB+ZyI6O;lLJCK!1?d=fYfzn4XjU5>WN}#(Ty14ifY*J(
zg;zU#5RlExs#WX{6wV4u8`JgPYiRNP5EsC@;*~bKM9n=sHJ|v7Dou^1shS$$ER>dj
z^R{zB-XYLW-x`@S`96F9r>)?hd&%kaldcV3HRrSasMX1dZT;3GAX@8>ofGip9KI~7
zsQPg<Fm2Pf!;H;=YeL3_W6LU^J{9@Hz>E%XBJT+3x02MM7z#M^cW@fXy}tOb34suH
zgFM%~2rUewGKuopR0_x%&)v(Aml+^iwRfNtEd%7c^Cnu+dN1=r8ejzBavV5-i_x{A
zNEfdzJ)i03wo3X+^FDY@=_*5vkpqa$YI>v%nxzkraAE>&bNl?k(*ed}<uq+p)c8Pb
zHE1?M$%#WbA0A1yA@-2-ogwwG$(ep{ey3~ZXNLM*$?l3Ff$i6`v8x_=f}AMxjE+iW
zeSI3g+Ygs!18Gfw7XS|r?@yL8t)n0{i+bMQVI7;r)DX5^LBkQ9kCLcsjisRO6fsrp
zB9tLiO1f$6w7yln?d*90rri{|6r7_!NJ`=>i(Qn?p9yW(3>f9Ai05AbVF7aayr-kX
z{>46yb>xq08;T}wdso*2AYIjk4_Erq&S$PJlIG9itgG55QgY+zffFEI^MHfb+j5<-
zMc(`zw#N0^{e9%=eq0D>Z_BFattypRN5;Rk`uOn$nVuumuV=5b&)|4F|B7?HTuZp<
z@GdE}-tXWDqT|fdRHQA5uSsv>=Aow(%euK~Xoo}wX>u7FR{47M-I4)kl7QM$;W>J-
zM&!`S#3`;>QN-FFjn=x>hC+{)^14H}=8tYMKr?(`KHs#{HtOmrq%crBtox>!8*b^V
zoxV<GncO@$!X)O^*Xkh)N$9nSAn@>+OB+W2=5^7KE%|u{dDY|Nd>Kf_ThlNTbCqxf
zKS#3JI6ZgtZ1TM`oR9IMZik~yFR&k_J{7<6pv+k6e+fsk3Ke~ei=O=LVYXd#*rhF<
zyIM47#8yw_lIZn{0d0yG`T;8^e~bpr5G36pl;fvre!v%&CITmhz(G;W9i{Y^zy#YY
zUF+_d{QP@Xpa{@UWOl;U&o;;@xT1vIJL6^_exqpfy4cDE5!FBHwI$&&ff2WjqSn!p
zPY(gD4%E|FU=J#CT2}`#^gqOWL~r?h0m`%A(X>Z_RsjnOy5{0=V$yLyaes4y%*V&)
z*8QgqnDXh4v+ercSRRX5C!Ecn*I^&pCcr`jzLS%dVK?w~07nG9$W;DdKtRCmN*b~w
zar<~@9=O|&%k3BCnk{DRTB*Yjk$}l~shqf>n&}3Tt*^h*tOT)ci(o;*g+BqilCsD_
z)cjd1txx<z(c^{;I#Y1C=(^5+jf#o6`KQQ8+PeP2xp@yA9|yYnOz|=F@H7#-yyG7q
zm@NR%-{_g@Mntj@ONI_NOm!S(S3nVG6yi!sg!SjUA)SX71+`^wQwx}a5kow_&mIX2
zj~bu#XUK#0-qJaNMTxnUmFS~o=#v}coT`-;rW)=6M=u)re1V&_A<d80Ned2hXZICR
z%wotcgfW$oJqQ&je?k-`+IzUP?L_%-l9UOvD=!1n%GGvab;sy)q$rrBuJoxj`>o7{
z0dwic@}v9PW7&Jx;(+M*&f`78ZlmTLk_B^zzQEPKK!JPh*K>4%i7ws6<|KL)^dLvP
z(1JEIjs?Q2;FF~bF9UkXd-j_LWUIu2+dAn|rYX|0<Vakslnl;K@PYTIWZq!Pe4*-x
z!pp3VpG)8rH48=r0(8R>vYXpS|AEqlHf{8BU=jtfjtHPYL}+b>r_$@Y;4@**;o2+-
zPc~vh$oT5ou=To~krqh{dm>3COZyb|5c`Vq?OIR%S@9bWzJwV8hkzTv1qdmuQ_=X~
zVUj~atodqIlJ_{nm(32Af`$C*tsCEKrL769xAPceQvnz#E#-FJ7@Zx}FOPU3Boqhe
zw%6|)a8%XQ;)IjY=<&E4(yZ!~yZ`@D$F(t9S=Uj=H6~_}ed`CTnuVW%SwmG_T?+8j
zpd$eoalRZMyDB9JUh5A<nj6OJpaTZ{wTAhRtH6Wt37mnRz?m^>$qP<4(P_^;#s5;<
ze}DO1>wSF|>JIt_GfR9A)y!tV;@U^9&9I?G*XTc~=rl1_i_Jz(9sUl`ai4y-_Bqo>
zo#z&V-L-%E+MINt4KBKj`Mnf2z>6CB^^}PD)K3H({|kC=@8g_!CpfhY)Nwt)^2U7j
zv{HW<Yyn0CT${%Xk4w70$uiC~LSulhDXm{S_^pL<CWm<_C^4!6-NSy^u;it}cbslI
zLo*o8Lje~?JdxVN12u+CGU+eEV>X{WS?|f4k5G!?p1`8>;HLOiX*w5C<30_dm1cL-
zlwJIPHZt*4Q_QfC`;~n>>s?iKd(OvEXb0_(6D6*CwtSXnJym7*A3hj2OFfBVIA1U1
zg=|z*l#1Ra<ZtYgc(H2E4$gnu%SetsnI7dHx^G!>DARh=4;LTWnOs6Wyf5NL+GFDu
z4|i~agM(jbbL2CjOW%Or#&zXFjvx6cq4KM+sw=ZCIg|<LczK=siX-N`0ZO?-*)^>f
z*ZD2$^Jgi2^N~h?C<NfkNV(3za{s#G_=WqB6Y$W&rMu4$$u^cl`)v5VZ?#TBe{qQe
z&*4$d&lr|5!$HfK>g#p(>93O*3>DRtm&Xe3AN*0qzd&951PJahpZ4|+o5oX3jCz*6
zgv|#Zomj9wqS+04Kw-TulXq>r16QG~AR8T>Z?EWCS9@Sa&i_~3EvuaX8;Gd1sXGZs
z6cH(Cx#Qaa(2Xn%M!a2rB^vR<4jg1-oPP!fVRcuR9_|O`Q`y|8GR6W<<-T+~h4UZk
zG@&ke{FRM+Z(YOoEty$UCHr0%WT^VA4OBXOdh+B+Tj$=TfM(4nj$u{fD+UabR4pPH
zJ>QeNaBU~KIvuG8Y8gE}y@2b#<jx(W$l;HXdGzf2UvEt=ctgCQ7uQV!hDA*)6yxyW
zsKf1xtLeXc<veBrX4a9p3lSEveu`T8Ez$3jzB%5t5+XW@e#Y@S{P$-GrRb_y=lo7n
zedyw~06CXQCQB%nDKA4-<)3&#*8lZU<g&ewOA8A0>NMW5C@XRo&t`@l@{ImCOak3~
z6kyDbu3p};Xz-Cu{1viaLXCEVHAqrov^gf6eo?HI3uKnN?`NlSq%uSGALR=#uDQ%9
z=Gg-=@*|ZK3EWeymS}RV{Bm&eiZA9*#1lGp^mR843_h6m!50W*pd&IZvQ|4+HA7&+
zXObK*i!8%~0S&6N;3MR+<Ih~zpZZZf6%r%gzqQcG(X}Fsi_5>HH@s-r>fLKzU>}XG
zMSbbJNqr^)M{D*p$&ti$w*YGpaCzO+DYrK6jDEE-j_rI7`9{vwVs+#%^#5<bJvu)%
zSGv9i*M@Sh+gGkHy|H@msBr=wSZJnKF#-$)cw|IK0*MC0myE3uU=PdF#v<Uk<{A}#
zetzVy-+zw$6Y+zo-uyM-jIY`M5k#=rG-{%yA8Vn(Yc>9RveF?zpZnLZUm)O}%j?wf
z+N(+G)_0$h_ZtXK-2uKn&TH#0wV(tL#|;e)|7-oV27!gQ?y7(r+-1fq2H>pVUa_lq
z@NcwR>LLeL#o(Zz_YI$M6_P}+Bb<51D5XH14VolKj?D01f#%L8I_*M)IxFwJi?q{$
z=Y_`Zg|#V#=s)Y}VdruuB!kf=pL&!QnHF7_<90Y5$OA(N)y#6z`?Y1iVts*i7D(jQ
zE3;!Coi9!guJwN7v)QIVYNF54O91=j=~k-phFStII2$JYdL8pStr2VJIgum?IyJVo
zI_*9Mo;B5970(@Rn)G#Lb}3qRO#T*{n0fyDX(Q<Ttl^()cAoDW(o|1~D0rHik}>WB
zJV{_KFA&ow_!r9-uEvD6U-O|$HfPeNof)ibrkC`N^b3DIm~d3!p#G*Pdm}}B`o;Hm
z&y?Qj-*{m|;Q8ov=5OKw`PX=4uSZ8mD_jaTvE?piL+hSCOc5DF0%_sgkm|1Os>5Oz
z6K=t3me8fiW$&#|8p~{~GsRQ`Az4Q5?T!ks5<BFxac(fY$s&{tfyC+XHuaw3pZ$Dz
zK;t{I-5g#=&)@HYM@xNm2j_Ll`y1+dHISwGN(q#s{}7@7;Tc0PM5!PW;#uQ*8FJU@
z!`()>_jl85`;>qrH3nD3>(1t1ukYJEwg<%3pvU+ZCDgN?%oTe!(J7xyV&z}0t@Ku#
z-bh;S7%>$kVxtuA<m~>%mBy3pc%&y>lwc6QP2=jw04{1x;h{F!Gvt0#kKf`okA%Ya
z$drL;S*Q9Ju~|3nu%q`YRkvXr+4tMj79Y>Vv?{c^RzF<-<|F}?ToH~ZwYYcSPRjO(
zIUSK*Z!7~#F-Cj#`kI3Xa4%4cy;zuj6akztASBbep(i2y`RwNArm2lhD`?~KV@!0t
z!J?7>Tarxg#qr*ND?psKJp#*rdwnjs?%%o@&8p>_no7sb!!rxUX#Se8sSmBHs`4k@
zt$5b+<LvbG&*<n=$l2XXd2~4ARAGQm^8Uer;Z&8AX8BerPknMS4%l?ffF$Gi@cWJ_
zH-#r~b{qq4hvxLnho=GBNwIf{3Gjj8iPUA}n=LvwmuSs2ePGoVWLio2j}ZL2{vUy%
z;B7B6C->hDTUXDCdFVuR5>_}ZwIjOh)qA5U=F1ob0k|mxmHAIWG-`LYuBqZ=ATGGo
zK<w1LjbSq5X8PxGg~AWb1gY7@mSdd42ZL&l->!Jq)AkDQ-A{B|B40ZZ6cS34cph<<
z)jJf(t22>I2E%bD*Z&R+g3#38zU@x<=t%KZV(k8jU((LIlKM|#VTaVseRXNBn|~~D
zKD!%<EWx{)ywtYlJvTOX$6PP|tV1WxbiGDrYH8>1eYLaf=S+}V*kO@ffNZz>XGdhw
z1)>iHQyFb^*+{f=9vGOWB6R7Lk0%FrX~h>X4z_Q*-@kr;e!TPhNwPGJo4+fYRL>i&
zcRlX*i3n2oF+V($RPn2Nesg-Gtme_KV5zmm*LnY&d4V&Z7D~;+Q>Dt&DD~^fs1FGp
zN9p$pt*IR73mgK}lG#4%=P*Wh-eE@niBG|?HPM=58GILW^+%iI-YN|DMkS<nGrWKn
ztMDMMHGs{7Ed2@d!39<Nw2E?#7;%+jNG{9cSF|tNR(F$Zvj{>eBSii*1=v|te<_Ii
z+=R!k*r0WE13y?`;nvNUk<1Lfat;n$q-?rD!^59h!VI5+=x8!0C#RK-jo-jgJZsDU
zXKXAOAZ99y;k?JCv3?=oY&HZq&-HjVa3|N`f}s9<kzM?3!Ct`oaxZBfh<6M3@s;t=
z4^pbCD1bLtv&PlVRL91K9U#;%dp$zzFTB4?_-ekB*U%snJ=@^&1fz+dt^Q(%fM*KZ
z&H@b=vJ^4BlAEV*n>y{wmz8*Qe-hnn=Y<+et$xeS=PpuDTO_E;25Bfo?gwkXZ!y2#
zuGu5J+(G(CEGmRj3z60zH?#i(Yc}zy5**EGcqCaP!PL}3L9IzzkUR_*5qB)5QS?##
zh8S~&j9vQCop@3EmDS&k!FCC`GgC;TOe6kr7h-7;;`(dwbDEd*&dwatty<>TzLeb^
zyKg!J)&GJVkk1r<4t*s4s^0oS8#w%XPwgtUU)#+v(bs$4M#1oJ-G@q)dHC1ch2dL0
zk<#{B?vPKZe0Th=Q;m59#i+Xk4Ojb8bYcX}W|l~)dc<;7^kj*Yt0uFpxBB0DKk%&u
zrxHBKQ6jiv7Q0V>A3DYzjDYZ*Qdm}56Ac&WAeYreT0L0bJbQf(e6*pXQVuS1<Yw;-
z(f6B@dsL)1I_MV`;?+;patkDbd3WABj`wct|34gE1yEF76b32jE>SvHT12{$l-va*
zq@}xCx&%a6x<goy6p-#lkQAj;N?N4hzx&TD4mi5Ay!Y<8-}&NP;nlw)KAV2wNdzT0
zDBrkpWBDDZBWNPb8%>35&+6Hy;9WZ&YroZ<B4*6{rf_p##<fTI66jM;V4q@p-{hp>
zO8Dou5e(N^^0^g;EC%TX6=`q!Txx6ZzsVyGuA(pGrk(`j@7C7Lzz!(>_YBY(t5rd_
zcHLVBwH8W>8i=y8Zs0YgGL6_iIOzA7HH!4u`_Z+2yaH_DT_BT(KJ;X>Cz_OPd~p#!
z#ZuGI@cqe&YnGS~iMY79UcD{(?%v*U58a){_}2UK1|}XJ!mTVfwcZA$B-Yio^Q9iJ
zCr1J{%KZA@J`gz-ro$yu#z_M4dU&b85$Bc7yJg-HY{27$Vldy(-?p}Mj7{^8jF59g
z%P9wwF?BHiBLcnt^b}dVvsDwD@0`Om=fwX-O<xDMUjELk)*k}TUH^{z8o;wm&3^*V
zTb8A(X4exHXjkiF_?^$lP(0lyMMasvkfd|<x*||e6Dy{cqRkv`7&-(zy%JS`O_#+<
z0fQ**eRkWG{aQPCqFi3?P)Fk>;3z>+-x2r!G}jrKPSfF!^X9s2-n3ibJB}|Jm^E_<
z9yMnIe7<%MFCLVi{P<BeOpRP79d#5@kZ6+!w@Z2iPEZ}<P`}7Zie+7olXpUSD6|tO
zdi}N6Fxgqt5*S9Z99x3DuUiK%nXxhhzhFBw2tGa#f8P@jdHgTpYfY7#@$_-gNiJ|u
zuP)!;y=ZP`4C<(Rj~-$AA&K-?y;9+X33w0hlOeW3R`I&<C^6WZ?%YBF&G3J;@syH#
zCENro+E-}KUYmSPs_co!l=fnQgnZl7L`w+Q)5grghRYiXvBqQR$A9pXahETK;x0Na
z?-jWE3O851Z{K9?N|H~>cT;9)hkw6R7ln1plVh@4e~1i}8<HR^8P`}1!R77*#;3x9
z7Y&XqTc3_sL0gBt`H`Ir2WiIFyvzg!+l!S@LSEBu^v9BckK5YXE~awt!UkylICuRM
zB(B&4ujiLp1yULs8cGimgDyvmkCJk4(0d~A!HdQjl$^+aZPy1aNR!cVA>Hjm$FBzC
zkPk%<o`o<f!eHb8JUaK0>xTWy1_SDt>;CU)k<V5n>MLu_@)>WSBIIlJmHdl|iee_L
z_^VJgU8txn*SeGMfvtoEiid{N)mW7Too+(oBaGb#WTm(t$_Gakl?Fdi_&&ANQgq;N
z!j`<~A`~(x$3-2fO}p*4H<ReT)jk*?>_7Fp%f0(s(g;FnM}Yh@1E}w3ix&^r#!c$=
znUq6OYD;U2;r>%u<%7iyLEi+98<i!*iJz#dty$a;)kQ(fPY3$zNzzM(Lp5!fD|>05
zV}ny)UQ5<j=05FV$ojPjs>|?FWm^ckHSJFESGNSVJQ&jyQ5Bk}lWi6xH|K(kXFmwr
z{A9pH^^WTO7+svNtT>q##>uox^1VhDL_T9<{`{jW?YmxCTdc|Xc@_K&d`cLQ?^Q-&
z`Fw#l-n@9B{6^Hn?v`oB!gNM-o~BP|7AG86LN+_@&UhAFN4SoBFTrd8;AL(_CM*(4
zJY3gE9hF1><=FE+f4J5vy5N`gC?)Ij${3u%+%tXMwaXcfhy6<{y+3I_x0iC%IIR89
z>wLZ8yHn4}mlRU8W;<6qdUFdouM^FwiR4&_VQ`CdkroFI4_BDWzn6;j2Azu8Cd_JC
zPbbzR0y$`RpB(vY@M80>{jtnjp+^U7tNZpnuxFFj=SPEN3}7{6@f~vf4um<4+r=PN
z+QnMZRqCJ1t;f^JiptBMPWzmICLx{(in0>(wDR3A`+mUL#Tei2>Vmr&h*JE~Foc>1
zI~GzS!E0-4tD&t;x+*B_`A08oyw+~E@?pL_0=m|EItHrQ5!Rb*dpS9|uyD)QySo=z
zC&JS=m^>_&;!o^tS#T-%Uq&c=_a_sP|J@Q5Fmpog;x`^BN>ne_(#?+5&5PGh8P66Y
z@7H``upHbOwgJeNeh@2saxT<v!!-NtJ9~Cw^`_)ZtLOIfR+nvj0H|XSecF5#-uk84
z4Fg+UIS1kw4f_WEfxB)?<qdJSaUnQl0-7vKlXMZL8djfs8vZ$GUWe%?5=@%qW6_+r
zl%WJy>&p?6bL#m|{ln+}+{ByCV0KX5<b6Krh1~k$|I&8lFUblmcu|QoadVeoD!Idy
z;YXK4UGIl#TkKx^JO49qmvfu%z#ombrIQ_7zB?3e7CZ3Z>-Q&`b3b>snQ1facL=4v
zLy484)Y}iR*$kmz{81;Uxg!R3AC!w5H&YA>8ffAyQe`g0zYJM)8+k2~r{+CC0lJEv
z;lR{zkafr-I_vnzKrhJ*&R5u9y9i|3cs>mBRtPnHqu>U=S+%}?4vrLIFhvXuOLx^6
z>z=%RaqoOB)%czSz((C^W8xZhZg?T&E6%{Ti2?;#V>FHIn@0aYy7<fl((_}FGIo_@
zjSYnuHcl!%X7n1zC{b8gzis`?jiQg0#;eG9P$S5;nAGTv&(Fuk(Y!G03c(;A5c@kW
z8xr2{xZM84v*n3?g`lzqHVNM7^K?}q(72mq$jTH917mxQ-?`(Tr8XKhwx)xOUSQhh
z^S^L5bQ^u1?~t9H4K~dP<zg8hpC%LA#Hc96o5z2|qtrw%`@NQ`eY|f?+&?gVcwK@s
ziouVt*3x+hdDD@)Tbfs|_1iu(BX|LwgcO(cqdfdToCB8;zhqz{RJJWL>bkb+?^a9v
z;rLIwL1mw<ZBdj59&5S@t&jH9E4CK<Adea5Azq@*2-0b9d2;${##dx8^aBc)UOCTT
zUK8)CoF5xM@(gv=ZZ10<FGXxL<+&3Jm-OhIi>EOgYB*K)abB+PxaCA7C(1BQNpWe*
za%q=9<(R`M{BGZr7D2{LMu1$_TP8k=`1pPu^`UBaX@PP`b`WN_E&#Wvi@t5NP93*`
zzP^JY=smn?0yZSbYHkMhBh70Y)R<K@_)NKOVMp$gV|H(~Y0nx#Y>}`uE;RanvGFk$
z9ql!dmwLRh1z{wGmT0lH@;B9ZJ#ci$#-N+Yv0UnY@6)pJ6X?5X5g6F9B&;vqHFu~Q
zL^P4RMPKi}_ps2E&-=eWGnAk_YcgkmE3bY@!gw1Srco)_n+=gcP6lZ-4DLt(wc_v2
zg3)}kGRxbsEF>TB7^OP!_KICoUh%?^wC7NLeS*&{QG;)zH=0y-k*1qVDp~^y4Fmc0
zyoLrHGN_y!KVC&Z`TImuonM?~XOh|lF^lE{@oKIbJD*RsX=YTb!MZvAjhhz>agENp
zY8k@>(9PD_>T6-9Z6D>w3WvYGEB5#Z%hxGsOyjn8;fv<#ighSq`zXDe0vQ@qK?)N3
zuT{Wfe8bt4#Yk*z<Pounw=NzH+PJHn8vrz<2WalHgk!RPVnt{Is0ec;$9Wz;&f(sQ
zPTn#QAFz16)*cA94Or{rB*}=W3V^+`cqjQ`G1Eivd-pj}gyRr279x_(T?REOoLB*n
zPafd;#{^i%BRlS9ApF|6@o}33_uT<>XMZ1GxX;*U6W$mUZ{XDSyo@V=(|S|#a`&b&
zS2F4iq9nz-efcO*tMX~(^@DtLuY3`diTK&!dQH@SG60~}oP@x8uZtf05abANQJ4Kx
zBJB+$fmv^vcIN3A)0`d~7R11r%c9iajY8f>CfoPG;g$f|WZ<(L-XTa`O;E>RQouYJ
zvKORjzxgOu0y4kqDClpVdU(`?i?lPt5dazT*FCJNz_-#L64+pOrBC|6L!Az}|MjCi
z?rP!7aIGwK)wcNCOpXrIERj>A7Ce)PXB~HYQKQ}V4(G-Dc822b>Q8T}Q=YvSNu2xD
zM0(wF-m~e}weQul?*_if7y0^V_I+!_1r>v^sf2XJX|9eKK6h@c^+3G52ylxyyq2+i
zB&{jWHj82SD8hG|dQZctlu(rbgI{1`IC^aeg8E=K?ge27b$#3HuUN2jd0B&0W!6WS
zc@Bf9@6Q+SyGDE&QU{M?sXIDnm@0pt{Y<)LL(FDPTo&f*ZZnuN%XQhT*k%8QDm9-H
zMn)M_s)&^eKF%oRA1@{$=;6h-LYvHjNaPagl#_!}^Rq5GXGXrDvXVgZc1L}k7Iy~m
zv8ZRewt2+)Xnq@8C$bG~xh_DKT*&<R)%=U;>ktcB+fXD(5c8nLQ$_=?zslm^&wlb=
z-Ir4PH%Sp<<Q0aoL7W#@ca3KWdI8Mid>Z|OM_ZRczunI#PMp=wa+OQ3C#0->Ae+su
zYLrey(Q*$uLOI`&%EQS-Vc@RW3%W`PQ|ddot}Y_hj#j5$Q37n{EzT;&d_K-ltH?t}
z%BI!}))=yeF8H60BB2?d)!0r15uN`LYT!vyE(!{F$BnCW3vqNoOq628@m1T!{8-0o
z!|_+kI>Tas`|EtrI)C+yVZQt9RyK|v3uvB0$47{WIprqiX1J@6ZF&ZKnMJHNOXDQf
zpGQPv{lDWl$YFXZ#d9r9h7cMxhtA>Kr-cpQA-QnimG&F(T=V2$>gz3tKB|$}MTf_}
zRrzAF&lx_fjm^*MgeTFl>qcf5qpeSpqPmsq{5E;)ogpLJo2hokOW*Nm2xwB)hW6DX
z+Rrb<_3lPp-;dFZ+C5ObR{g-Q^<E%83`$~Mu0n$A6ARgu`P*_mVR<N1(nk6=m6~$e
zkjTwm+B!SvuQC{XO8+Q23Nj=`3PV|Gn0J%~K*Zx7gVK;_^`#~|S(=y+|3TaNn{D^w
zW%D9s=xb=p!=R-*D>JOGUJ31))uku@62C^zpF(}8-~&}2KAd;{|8g;e3Awc8x5p#}
zEJ&yW#ZPBTzg6^V&*yeKjoskCO&Qzp$E!e(#E4!0y{=@;WTQqd!B8*t`6TzRRoV29
ze$UwtQEY!ivcpmZC@4>H2MGyBHm4{gsHq~lfM6IAj!U@)*rPO2FK%TO6-|Bp7(hhj
zw}?86(}?@J8)na4e5fxNZg7}Kazn_$gz2>4UMgSKUaEXv_)3Dj344?sIeez!<pF!G
zF+M0#9%U9~#rzfUlh>A3#r2l_aeyb85uw|QNNiwC;wr!)8vMl&4Owmo!fhGI0mJ#@
zNN?H3O%Lf0)@!|{<T$@3ETp`)RxFm3%6rd91r-r-a+jlLr}O_z$dy6?-78OelskJ^
zEaAln{ssL{-W*4&=#?W8=V8~FMxHk%F)u5-lGiwTPik)$k8h1?gYO0IA{ztthw5A9
z;GyCc<(_fvtaXgpCBv~CWkRh4w$vM;#^O}RZDENkS!Hgexi8R^JhtfQZwqiLZm>|S
z9v*-ZAk}Y2AFZ{oT>B{u5a7)c4!qv1F`{wI&73=VVGQ@aBqSngqtM~%%^;mvUmUMP
zZ5w+t_KlWgH07=B*c_m`Ub`3*5rFk<QBvb=LWTJvt_}Okh}G$EZrM0YiUUUCrv6A3
zUnv$cRHu!3_q0rCjs2eZ8EmcFRy-T^lg@xA0lpab%`w94TN>ZbuTFG#cjq1JAPCk!
zQK*1idtiD3vSS2n58pxSsoK)|mWoa^1a$BhvmJNg<WF@>?(aHBW7*51@I018PAJ|<
z{oKgtf8OfwOXf?B4U>ysc0M;$E%B8aoK=O?gAvZ<0})6CWJTo)1x$dymOe2)Z_e+>
zA{yOZ&-+R0wAUh}XZ^lwquUE7P2Qeff1l5-pPQ)6Q*f55zM`V$y3p-b6lz&vFWy+F
zbdQ37Za*8cYH4DXoFh#x_%`)>|EH8!A5=ELBP<7YzB1Qxjcfz1D5D#|@03}mmTI#+
zdHmu@NweRY2Y|jESU~5kom@oyr9A#a@&oy`&dMF)e8B%E_)V=gi~pKj=0${+i~IbL
zBNj>EkAyc?Jcl|X0wpmT#gZsSP!4v*u?lG>O_i%!%Mr$Q$#FLn<L5!)PqIa;%iVNK
zllKZTV!fjwbz_oJCu-y<jRkjr{9HTpJD#XXaGv^^xhAqaudsxPdxCQhV;amZ<5&6w
zewQN(E@rLiUAt&p2!6oOX4%D!L>6zZqNBeSNBzwJW8%BMcV*gE{=!1Xt~VDhWaKQ%
zf)WM~2|Z!#7n^rsR-Z&3@4Tk^_Wk=nVS+@A0$qRr*LN(7=+YCgk(>6#kY50o{_3%}
zOiBsVD}ji3h^(u5>aEH%!LM1K2KF|KABi>lc09~fXnYDDxg$`5VOAvRgV1~oIKN5l
zr)%5_x#E|`q^A**+G^yHv%#+_GFOiMWGeDNK@lq4z`Jq2A!HgZ>!)~MT&d+`zm&$W
z8BQT1#2xh5mAq+sz;Y5X`PQz`^9K$k>}~S5&f$Ow7G)IYz_Uy5jc*DXrQE7YUn%u>
z5@ZU9z6s{ySToc^5D<p1-PKv9z5Amnzw6u^hAD17=k7vRnaaYjW+vx2rnYOnjwxZ*
zYUHRgwhpv3|2z--I2Jj`4E0db-(aR|Vm7^rCk+xwtk&+^ZCKl9ax#}&dI-wxdz=9H
zkOhdQ6LTe-Gb9ZmM~}$cUvFHnd0%#pXbya21;?6!GUqB?FFnRC96IN+w^(>+_AAY@
zb=k==m*((!tHOe=)8_%e{|@0jXR!#?W+C2<JL{d*s5M#yol37OuT<Iz9bHdn7w>pj
z>W`wv8-?<jw+<4@jA2`HO^Y`N*&&M|D0c@bU5fp3@c#anK=2{qY5Pl(k%>kZwQ8o^
z@Z)22)Wa?Vg{AJxnXUEg!b7>wW#hJ~+M}R}bG{mM==+T?%2lQ@62!j(y#!6)+CNR7
z!qOL)oFm<T_zMSq_4v&&Y2JLMGngOhCd}18R*i;;ih91h75B?-yQn+XUJyC>5w%b9
zGDLXO?Wn6}`^S5l%om?59t_uVdV2n0K3E5=m%C>8k9JK(YfBRp-X?3;-uvhLub@Ju
zs*F9LuMJVPupXC#^Ie*khS&;9wItFxQssQOkRydXeuL$kB_8s5oDegEYjoQ4yT2UV
zx#qbsJi(xUF@)PscV%QEoWKvup4Ro9IoRgR`BG+u3^);XB@6a8{RwxcOeTUFA%pya
zuPZrCH8-7?O~uX@wet^gXTqrxUpy#$U+6qgB$}5Dsc~MFX}uK`rVHz}Of{l-o>POd
zv25B>kv)5s?y1h0G$@2&->yi7O)<;WFX?&9WV`Hg>hkAcE>1~4$vfK))a_~dBRd7d
zOt_h~pfGHW0rupbb+IJ4D31d0tK1ZewJ!Gm8uFLRJ&5B`b$2m9&BYpA``&2JD3%&s
zwa0wZDCe4uiEBd+GvuaR3OF|cy7&WQ|6>fjlsF>w+T##5#*aA6@6qp1`|jmD_Venq
zRG-si4i!uK7SodAs9AAXs9X|`)Iz(=00%yPul_H$mvlZy3Wx`b@s59m{A4OKoKpQq
zo+?Rb0=1)fY311FQe}im$>ThiYu{qvqqGfu#QhkJU;=xYyKu8}^?BY(S58HP&Tg4k
zqmVQsxZXe)NhV<dJP&vQ#!|VyI3zw1U3X;p=wH^OCQQl4_p&z*Tg!~`EtY?{ILLwI
zvXyJkeT%x?F)ybagmS<c|5n9qp&+Jb4`rm5V}z<8@y{9=S5XRTXk!1=?1RFX$-7yX
zt1I1#s($rPcg(wKK0t1N!*&@+F(>X>mMIgZN?ti8$1l59Ff5f=5AJ$p3iqF#xzOuR
z3s@-sD-B?@WLOA!6FWP5Cz2j3-LJFD?Aep*Xvv*>B=k^Mu|nhgPwI?Ogq5eHEa$3U
z)vEXs*gU6SacQrw&BZ2Bn+;QaRwK_SopiK|>~l~OqR(I*hHgW=y~sZ*GEb|Lqf{$X
zk>M}w3!u$SM{Uw3V9^p@(!OR)>|I<Fo7&jQZ71B>rnj2MFKTNO{~J_EbkL=yF9**S
z^)dtH5;+OOls_Fsiu0KG@{M*WcW-5-k>-5MlSP}asb4r%$YEg5iPzgHj)v@T-wWFo
z;8Iv6XL&xY=2XF7*?0N-u=b-;sE!&7cn}RZu!fSg!*z6?w^@kr>27|Te8!M87*!P<
zH%fy+3G?*)Xate^Gj#7Wv$fi~dy4*q(0DEV;@;$j@I%RP57;Rp63$iuVAop8E}i|Q
zGRm$jP$X#da7Im7F$Y5UC>_(Wg9bot@T+S86~a`wN8|JA>^^<gS;>!eO5@uHuqGH)
z`U?^!FxQCRiTUMb+?vr^H^xZq(S^A4RTl9<umy&mevUH0FEaFN>(G3lWe|H9g144P
zk>J3IgbI>~d_^gUk+ymFKCx@$rSb9xrcZYP&b}}2q!9n#OG&`k+Rr!OJGGrr{5x1w
zAsb>Q!A5$7key*c&r71p58IvweyW<`DPS73qJt3297z_;lY%eQel+^|#pU1J$dFbW
zfxpi+LOUsExQDH+<hfP3NnQLJL}87U6-c2K*R*KhW7NRwZ?HQwbXQn`bD9=w85BBR
zC7U32qNx8&GR$OSa4O^q5X{2yVxwSy&>`2$xZx$OH4CNmQZxSaYTFqIa)q{dVR7~u
zRwl2=X+hxKTkGeh5JrBz{E9%~R)U{m4RuQ>kDon}Ew6w#Iyqi0L>+!9zKPViVlrpM
zz^x?TbX4$CmWO{C9_!9dI_ORL!S!>hjg47El{0J5t}lbNtcbt##~*&}XJpn66dpKF
zp8s?+KYe-Qy_SISWW93CsCU2TtjAo9h+j#pAO^s~VPf4i@b$@8kKv!^e(}M`+Y)8K
z1&H{lPa^;!D4~Btd;+@+v6uxcKOP0=qidRppUY9-A4#GSrKPp{?X<Y$9>#v+IokNg
zwt6IFaz3|uB(h>2z&??(a#}7y_=Hkr`sgwsOOkFB!LPwy{Hppg3i4IG@d?<)!ZT#Z
z5V0D0+)?Gz?<usNnliIbuq=BhcPoNNj;VRw;);1V$d{1xE1^4@j;`*ymE`qnneV9R
z5@<FKbMp@Sa_6Q(2-^~|4^Q{1m}4LWRcN`-10$a9R;~E^^B(2))-zST^7Th_?z?G^
zEQdX$RcGnTFavx|)RVUOjCfYgGJ&)tyAnKfIr1N)A!lesZ`I{AS;CtjqobqKdHUEk
zoUg}#6GHZW8PMddZ+I;D9feH?;-`eYR}<)LA99y{Huy>aOh}!;T1l8XLawcd`tIt=
zcfor-POsUWgM#PHdvU)(3Jc=IE=5pM0fE`wtk}%J$BxggLD{)m^9csc7ZxshFHjb%
z){uNZzCgB)JD~88LcfUuf{00@?3tO7dI&c4(icD0<D<Pg4{Fu{vsPW~fD5#>R$BGF
zyCmh3VXzxdk72J`!qC!n`4TQ({F-m01l3#GsnbRcF6Xp184TzjL|`p0bL)G?BtTIq
z*Rinw=sz4=QK=mh%TU2kTtGaKBEnMo&=atM{g>U`?5U??u4tJ%Srmm~PpFxap16)0
z!-*o#>xYlCDSfoFN?1i<SrS&?e(btE{SCr7!M~v#Gbvh<RgKoRw%xHj?NLB9i=?>l
zrTqH<eV=*agsy5?h0BfT%9lQA5TGpPhCHXQ^`x}K*cElk+giOo<fo<iTZgm(soKyQ
zzdsj8KO=hsNO9PD$>RAjMvEVetL)Zd{7)Y<1=6z3p$_hy7fdWDE>Ko!W1!q{V;AjO
z^YJY@z&BlmH%{`CW?g^0wvt9byEk3C-hMF!;$50>QtLJ*dVyqvz3~3Rn`-*!_;|Ib
z(sJ-mpIBS}PO9iNxmph5$dPJ?%%7f|IPcfbn(a&$X9eMb8#jh*M4Pqucw77he-maV
z06tH%fTPQJ>z+J(R|e=WYj3hiN%VKV1EE**#lkO*yY(|aM1>8O+6{Gtbh}8d_j>l2
zhDn@Zs4%%3Z;2Vf;ebT}Sk1N20xoGwHI_3Ma1qzk=L_~OgQX01M)tTV&Ah7{!O%hX
z&th=ZNfX<=7+7>OM_2@FS(p`sMJ1sSOW~D*OWh$m=&F#4vS-4RL*u)^?yVx>cfdt5
zU7PGKi_4+rUOR9;N2CJfYxxF-O0A!3oYG>(zzjRK07I($#iBGjh=l!C*kuhJNGvqA
zIYdRZ?Ica%6ZxN`Q|^I`CXYX$7LKA(z{L;?@uV$Kel#5PPRgoF#g>P`6Ee40PXh{K
zDe2yGwjUa3aP3Vk)7KPOzJ#5B1bR03yTI!Yf6pJm^()O;z<fh~3pXz1{yG30>;Z8>
z=|>a2eU1^1-3Lakpe;FSp;p9BRgMj#Un^-u8`qF2nKE7N4!=OsX(&iMx+Qi86o~LX
z5@!MGxR>9uGqXPAj52eUd5h7u-rrp#jetKY46r(u>9iFA1<?p%B{d+pW(Y=3$SOCH
z5;LqG`yE-HraF5+xwzTbLVkVV<5zu}9x>0l5OEy7{!B#T%ZMt_XmyCb<lk&beMjBJ
zhkEBIe|X@5`Wou;_R|!JF+VX>#SRR)w7@LM%mZBhOw)|@AE)<oUu%2{O$vr{D#f8L
zjG6M}8QRiJQ+Z;ME%lxvpz8gcf5m-IT=sWsFQv+5U`{mZ`tw2WqR+G#x$GJ@IfIhC
z56S)<Xkn0D%$nEd6B_VA7H1E4OAct*3!E#;&PDvR_1`Kzy;s@@I0GXK<**?rD}0HP
z%Va(=VIr@`=crYvZIqiQ;kGK#xu^bFkR8Z9>N`*X>0=;LofRivb~gCg^`$D_AO?J3
zh>`K;<0P7BTxF}2oFNtHs%x1A7<)^UFN)&gafkS!dn%!>2zB8{S)En%EIV>C;(oB;
zvz5)DX}LKJZ`{i9<Mp(6FX3xhj9<R_{UZMmQ0f2Die*C68-r>=(0vU6sa~WO_xB&B
zM72%+m#%$~{pba~DRM=1TYqy@$pizr?46bgVnu6zPmlQ4fJ&AU_c|qCGyARf2&*mq
z3LscC=Sw#w+y8>Tb&?JamCr(%biCuAY0u!9p0QR3LZV<oob7zvOc~X~DCan=M}-Ye
zHuH>n7yK1}+0@|*4xyR&<HPL8PUvXaeG04|k-RV*#3sZKc&V5T+gaSVKt9^i3Z+{V
z_U@g5eC0#K5*xK7`nNBPpsOT?m}(cU8^UQCyr@mXh8u{J4^_jFnwD|^gjhE7kMS|%
zzJe<CB7jo2p`}+9{ihd7SxVYmIZ<nCi(jvy40p-pp{T2#vj;cff#f}C&3cLM6XFBH
zu1gl^Hn$gN+Y+v>TkS6_TSfbOaeH`q+3|a?A9B|)Kc2gOrkki@)H%#*y$J{W%3mSh
zwZORX-n8MY;l?G(t}K#{*qbF)uTR4odv|Ckl*ayiV47qo2z}r<ex-?};6mCUqK?<q
zdC1QH{#^m1TNGqvR}M2$QzNnH{CTxy)o@#v>cKJCRc-$s>3r4;K5WM=vKw$Mo}Qjw
z>8Ei*-X&iD#-rhus6i8xTf|xKzJ626vqDBAdwYh|yJVY@sHbo1NLaM2(7E+e`d&CJ
z=S?g`)nJ(O0h`=mrndgmO^!b8ybq9q2Eyl>EHE|r?cz0pn@GYj9F)DI;b7f@27?6(
z_n)FdEgDDRKtBP^oQ~JW_1(XT?0{n|xl+%s=^$piRtH+M(jbegnBZ1T<9B(t@*x)2
zuI3lu`OZ(;i{k#m6reyt0&5NA`CmO_Nh$#v`eZJnhi3PtQe7(xJ$*B#D9SO%eSX(-
zzQ=kQoxFI!#20hgqy@zAX;nBF))f%2v79=qN(mzgeuR?6W?xcA4_q)^EB+)1=Q0%3
zufRRA<94<h`<utvai)oQep&2>^~?})ke2ef)T}^t<BPaD%fr<2vaV^OuceG~fJ<9I
z$SgUra9IfL%ywH0MI1<i=nJvF0TYc@*jM4D_5e{ZTaxUoQC;E^-O|#+^ahBJJ=9iN
z!3_<90)m2OlSN8tFPvy??d&FIX2R?3X1g5;7pjIW_>pt+FhixQb2(^M$zaIgN=WPo
z5}VwQ2^3Tr`b>CNcFU{!K?H&igrLdrU&~oIuUOscEz42BekXrtz(LvR-8v_p`WO6e
z@11}WoG<w#S11dpc$9?x$0+UASB!NIE{kS2|2{AGXHm8IbMN+MK(Elob*B}j6Mo4x
zhuWUIC!uwpDT`a>C=*o<d4(bvY&84!&b0>8MvEmmM{o{4U2OkUxY(TSct4lJ^j&F?
zT+U4!u=ZR(Jz`9$rm1(MNLeeZUvsOy-u^}Qi?M86x#Q!|82dEY+U&DH{CY$DI8`*@
zHH#BFa%$8_QoST}$W<;={<Ry_3VP2dh7A;r%Gi#Z0ejZ_Z-Dhu-we$?8`u;){SsI<
zE+``T+=x$EV8hNSvMto@#?bUY#;OcmxZ}$I=J4yiilLbI`F0C2Qu`wGn0z$&Z8E)8
z+4*CzPC?IEJ5J<pC^a4+(PSzGK4v1otvv6}Un#)3EJUTS@eQ^8l7Ia@7!6Bko^Ia0
zL8D~JdBO3;86P;#NUtMMyt3oY7dVh{fp-uLi0uTf561YXoSePG@TY(c=<W@ACoMCL
zhp4E)NA6y4{Ey`yOVaA0GQ!W%zYcA>B9rS#bjaQISBsr2J)1oy$^sX-3-hLE7bA#K
zD4=g8Zhh6yX?G(fE11wm5hUuLh7|@RVvx>&wup0QwHaYPQRzPi3$L=}CiL%sUP|=!
zMFx%O=}%zZF^?A}E#2IJX_U-TpT~*OHHIi(s!qCr?)C>6DH<`&)g#^(G2#4MKxmZZ
zC68tY={r<R<K@Y*{iuU^#}0%5Y_RY&jE!p}vm)5&&Bx*;J#`A0YIHP2fbV6uqSnV(
zi4Xk^w)#VX@vy$o49mISz04T^SDkq`_(X6;&CjWNEMtLyV8&O(I5XkF|AsOcH_A^*
zcgIP?bgs~P51{}huqH(}IxW@tSj(ADd(!R6=6>O+JU2)xj`kI&%B0IyqDL2yo?k!D
zoBfsfA@dpVCIRS#YscLys<4dhFg4`SSo*u5lt2n_2j!F%{YZA|8vn3xIY0!9{fR@e
zjcKitC@eX&2k`*KqhI829kBTx<80D)M5Ya4_EKu$W>LWW32IM&C^zRSnO=Se<&<;`
z48W-daVn&31le!bfYT-1-Q7D)c!8iw0Rr#;TQNdHrVV*&<JdKeLF!U>`wx;g2S!pu
zuSJjLOyiU&MX_<^APbV$lccH)c^<c#Bh%A(_zcbWVr_diYyX_)+v9-eG6d>ICQJoa
za8y@r(X{MZ16V_qCw=TPD?LQ#t|ugXYLBe05ObvV=ajr>a4+d6L#xkBF_37rjGlbq
zWTfG1zV-WI58o+YV}K*_<zLx(f9v>-J)0PkNkjsS2p<|VL+mjA0mIIPJb8?r$~OE>
zrAd$6W5GI_^Rk7qWDD)y*r~lDHL}Tx-_KJ@yUAawkS>t!DA#^*W6N2-_MiT@dbO(L
z5olX0K>XFtBBPP*lUhkqhM)7mr09_elQ3@H{KS*l>p0Mjnlf{Ypsv|QFFD$k;4p*r
z36}1TS?}6apEr>G(|{TY%n!kCWn=k)v^sm`$6t0Nd&H9tyR71JP0tc%tiLpvE>&-<
z3gv@-$fT2AHyt;05~WRxFm$rh06k9_hAF$1OMe#OYc^)oYFZC=2+cz#Ql5K&M;%DG
zG$b)Js8Q+}z@eG8=%e=eH8p&eTRQAydJXo}DO@A|Y8IcONnrjGbW{=8iwo79G$dNU
zv+1%P_W}v+sf77OuiIn6!rN1;U~<gW6hQ-mwLk)E22bWtzW+1jw;F8BL!S38zS+G>
zFHr2Q=icS2-E(ZME0r&x@D^L+6p^_8)RkAm0HUPJ$LcD-+`NJqjo{Bx?-$UkWHmI4
zXMQMik*Dc(c3i8p<<n;B3(7mF*U?A`)qR))_Dr9zOke%>8&7(kMqe)({{3Wf$*>9@
z9*8?Rwz}$jWhPfLVNHggQd0EkT4LenO<8Z)o*PJ8YlgEjrW?HlJex)lgF%r^5mV8R
zwT8T*$uPi>tr*)q1OM|N+tumYfMD7qun+VG3~lTjvAorAc#sZ>R=u!}AANxD!+&@r
zGVX8~A;-ANxxPBA9epmM>V`n+tiCb*kd;hypOXD=tP#C7RD5Gh@_Ey94m)w6C4~YZ
zF;MO6{2X7U$>U=eLxy_9x9SXll5!1?l?+$cA?Y|shHPY)Tej-U3l1zYV_K1Q1~IWy
z)7>@&PNZKAE)3^wQr&j@hjHg|X6dngB^5?8Y;*ol>t)RD!fs<f83~MC4IZkBUA<A!
zIL5))jWwo9o?@A=Q;tkHnS*<l_JZeZxGHK;10WAYd<{ch&eLK^haZBwki)DP;pqX*
zmir?zn03L!cWIlPKr9i@ws?V|dx-_ynwgRmnFcQu_U8crI~88H)ZSygImlc#HJgxA
z<<59NB%h?|RI0xH>8Va6Awzx>6vf1l;W8o<eIIkLaYx8M(75|WE)aU;;oc|E#syqQ
zx;9TCYU}hzL#oIg&%^O~4gN{=9jQxpY{MKOu;@GAep9%P@8>EjYR*1+dTrcAI-eUg
z_a@t5R0Wz3zbm!0eIqPCMDk2Ky!@Kb(wNbQ&?ugJ?H{AZ%HeH){)_5^X%Y8dE#o`e
zc+ugh1RZ2SX}4IrK8XEfjBnbgD1{8;Ls3uyQl}N+=S6}TA&x}YOwu)<s78NmFH`F3
zaqU~F$OHYCDndzFPf-9x<ju!X3VppMBHX7~USo3Ei8tv^r$5IX?GzA|$+JE{ABQ)=
zUABBN+>}9K%)^h?9>=KG!|OYcWVA2?OF$(1XPe&(R@Jn3z)%}gEWyYqme(Xj#hWH+
zFX56qwI`QahzsZjplPW7DkGQT0o1JzMCxQyvd(i5MWc|-Di>YYQG_6t&DW9^g_T@w
z&7boX^w;v2+*6n1+HyA_z*ks{PsD&m66N6r-M8|z$bl^h+S#T?IdagLOvu6Y0~`!l
z`08jlOTI_HwR7uE`YUKa<54e4s~K*0_AzB9iL)*`sCJVM@QXhI^<kU-2z-~%qu)S;
z544=*M4Tl8U8IZBC`?V^@A3%{;=Vz0`>qW^BO#=O9tM>8VOIUmT&=Eg)*<=@GInA@
zZDVO`c8t>X*wGNr+ET4j4s;@Kd`Fx4?rRrmkj@|-;}j(Y>ZgD~=7hb?%h-ArhOU?q
zgc&atlH7>F6X=RUAE^}@SD}Duk!#Tu$r+G*EtLU1989rdaK*ea=S_y&w0ko6JGZjl
z%#sITqOcp3f~tx4)7VwH;f5Ksnk+QU_fbVyYMSAuRMniZVETm#Fuq*;`W_eoeC~uQ
zsoZ@)ZNMz%KYc#J$oOkechs2pYXT1yU2~%Q^+Kch{u5M&zNIG&RIR?N<sA6SMfF;=
zHjjsX6|?+0p#!G1AHvq$l+;W;KOY?U>SeSw_055uzslsPLD2$X=0M7LShfmOB~{x}
zW;LvF4EVh<&?0_jH04(@m}-Xq)<RvwMOac{DkDB#oP#?3M*IjeXYT+wi*2v7p0%3J
zwT6`e(!lrOu!ZvXo(b6yeP+?)4!@JdMyKHbfJ4~o*Iv>XH&u$UP+S3ZKogqp;aSiH
z(_)2g(aqU54IE0Bv^{&P@H9i)Qtpjy?X&J^c*%pJs+&kwF|snW+;D+NEzYh2fJ|--
zBCQ^rgtL|bl?0rXW_zH>xyqLH*6vx21)*YvHpYr|xqZSi;$ztd{lu<FwS3w12E2*}
zsg^gGco0{JhE?f0rzvfeMt0D<qda{&#R42=HSgBIK_#PiT2g}U_rywsy?JxMEr2S;
zZoqPZx_Rt<1ZKUg0LQR2IKKf*E3ri~eQBbpqJ~;>8`oho4t-uvmWj{9TckEfgn<&s
zqV{3^^{sLkjuA$Uw#w%`J?;`^PEkvsEKE_8l;0HSX}`zlp)k<}{!N4H?VE|LN`iOX
zWhk9@2e(-)>i)#dn^nqX1vr4=aaJS$`aLeRZA0W9*yie0;{d%5ECCSPW#COsV?@W#
zuxtmOrSst?nSv-4sL%D_e6N;7<&feB5IgAYp!?8T`cW|&4SRAKhp7E8+h9~H@z3c;
z*)69YBeTwzhOKCCZG0g5O**`h__|o>tSZ`oCjYJV$dWnI7FX%>BpnLzq828jg~mQ$
zxj^s;c-o_Z>tW%p(~qmMljz2aUcgJAlZ2SsW>XS)?C^Rt!gIZWb#j&u6YsgT5qoI?
zj_zfGHW^IL%xykwo*u3U3a&z&#GO6;*YB^$&y$E@H=cCww*7P>OeYQ-WRgBft>iD<
zDlmTpaI2<<7&u(}aCutaflN6Hx9-aCXJU;M5B*UpKsyBJS1C(NmK1KI7#gQmVy2fx
zffz64m@_Xw?bCR_b`@4_v<9Ipz>D>&hI;FCkgQTZ3k;4N^Jcebx%+fRV{f-ip=}7B
zVw6r`ce2{1dpr-u_sh}*|J<Z>gZws8>w63qAP}fMJ@&f+d0zT0&f$!El1y`i;NST}
zrm}~NC#j}XprV^05<aNGfsLw^J0Bb4I2zC|l`0vfY@|9Wew?X#FJ&2EC}DJ||E>zd
zm8W#Fdh+2xrIx#m2JN3>Ub+F3LYW-=wdI#;*X7~TeZXTQBL!rhp};gGBAacp-wz=C
z^oKq0Ijjcj0e(w)`l)cyt-k#cPtHA~FOX9&ehyp|T*j7~1LYHjR|1kyjGqP$yT;<P
zw>{1ZW+!6bZ0%I#s^9x4ZkxTPxIG928;p#ZGOvLpJ@^4syrM5pFQnYcsPHgR+!+{h
zFo^UO9bk?y<(3^3sc6<fO?l3H;?*8F)8Oi%zs(<~u!J+>^O+rh$ByT=EqC6QV6X^B
zG=Aq|?8b13a7X6GvfRd`jg9Hv1f0Q;%5sa>A*PgLmH)|x(#<MiP$$x-tePo^k90^Q
zXNzuZ#ZtaWJft%gOgx3gOv`JQYa)HaM=f%|QZjR83!E`7i=}%jXMW~tFB^wZ#Uu!~
z0xKu!-UWTa09$;DC|-|i<m$)O)FWR!l=mD|p<}EerITE$l`%wIL0BING{beS3R4iI
z88<W3d)4h6&Dq|v#v}zen>Epm;?`<WE4!Cc)&)4TkRYOrOi*2Te)dYfp4^9~>x+>$
z#Tc#~IssM$%w4TquJ`~XE)&mmAf9RDmrDT@2!LDZ4_!Bj`0_ed_3SJ9R~3ddBmtku
z)qCQ{o{T^JJN^{S7`z8~O3KPZGY|!NQ4k5jz@uC`qH`{qFPzL}ym+LKWQj7gF&;)y
z>}*GLZ$eSkQX%-vIT#;Q!=^Fwg<;K)jgGF`G;vvxID~uxm<s{#K}XG`vhBtWy)$RS
zeU4)C`}mTJk%T8J9rCh}7)*oUK{~OJ0Ru39f$|8jJYf?4iVsGRUMDa%QtYS`t#Ks;
z_x~ma%*WSYUsG|SAf|o~yqWE`3|okAh%{0Uw5PqhsT$5r8X?a0m2vQB#^lnE?CU23
zt3dH7XgJ*a#imGd)AyXR5NZ%(l-*Jd+6Z9DjvP3QF5f(qvbKCBgE=!P2Y10(_ikgw
zl-X-_t-WVnknmbix_g_NzRkPl%gt>Ke2(`@!w8w7X+;H5qjs_9ha4b96%G7`F2k-k
zz(j7n>$J9sqJo|-7x5)BJB~0RfU4d}b_!GMPr_nBvgPYCZTUgZVU(lDUqSC)ev(f7
z#9rzAx^hfJz?6}8N&JeteeZ$*EGo|g@uRBQc;s8Our89j*td(&0n_-%^#VavsIRzS
zDPHeB=qr)7yo-K_{Mzo-w557NDajN<#^!!ub9?RVvWr|RQwf>Nn%LitpK}6Y*I(i2
z1fYl0J>vR7A$GUF-ssyqqcH@v{!+g>xtjXcf|IdZ+O0rmQ-{U<kn9`B@w{*rgxhXm
zi<~$b<52WB5DCq|33?YJ#&;pWbB@c?e!(c{xIlHqi_Jp_mMYMT>4I+fB<?QE!4zJk
zb-NL?sYt>n`IeWFG5z=dbTu=gH>~*zj;a|>$RAO76IqC+k=lkk@NHuziXLHWLldS0
zncUxg8QI44Rzijo4}wMk<?aj_mKw1K+X|XEmbceSM(Ofbp5Ey0Wg4y~BpkP>1yffl
zbu6XNrt_CH2vfh41GthYhW6J{)^I#0S1`KBLo$Y?tjKLG7f(B;#6<ZxIm#jMN3O<C
zHe(7r11T~Xs7gN<>qTwF&~~c5G_qx6>a__zS|bQjwOMqBItnS`kkPpgSqA0U#{Mz5
zX>!T1EI?AWew>=}PiKL<o2bt$BM%}F{lA_1YVnruOEy3m)5~_Oz&Eb(K)_it)j&|Y
zVE9W*ZePSF{Ga1>40R6r#{yj~$<alW46?St)vDyFl$=j7dgMfPuCfcX<>kEB-b6qV
zP$d0=+%SME8fi)L-h}Ip&s{BVScUlYS@5r3ZsiVuLqigFcXu`Jl#PsTUi1Qxg;xQq
zF=QM_FSdH=Q1UCMWgo$FuM{Si4UCmdKsculrH8*CE%ACdx7;RaqiIQxgJ9etP(yf@
zxr;VOC(+a2eVC(%T|tmd(R<$bPUjwQkV+^|9Vm|S+#Urz81**_CMC+56>%AeM0?Rq
zDCn=Ha9UpFy!K?R$DO*;-ZPJZ6s@e#gR~~Ia!0KHR3+RFW2a1x)G+*E&2JJ|V~8y&
zIg-;ZuIb>j^=p>EH5Z1NHQAW`&!nSp5F#*$Am@z2(TYuwtODhXXE2fd?2FOg%O=_?
z?wx1I7&1~1@nc<1`oV_*h#JqTC#<R1;PtkInl&|gE?t@VQ3ik!qLwRlr4Kp?KdWQB
zd>bp$Khr>dbdE+qx*~va_rwKNL;Pv})<*aGapyY2GMx(Z$EkI4>c72*`vm4-fFm+i
zjLcBdg3M<Za!W_DqO=KY-E9xDDD=SK`rzf;1Fwt4!@x*zJb(!Z{Wt#3u=|jjdiBVh
zI1ws)HIDV5oTDgn1#s-EXjY$aB1>!A0{p(YmCPZ`G^mjU`Afa9?Q(lg0JhgBB^Ciq
z`BGJQn~@*lnuHt%U|A)#&#MC2m=M;oX_`G!$gcum5v71xr_;SVa*XMU0QO2?>y-a2
zg!Ov4j`sf9evr_818YfiBbW-&zlaZkjSmNfvEQO<`8ni;Pd{+qqCl~=^OY!2&j0j*
zy{u>iK>~CY5)x3Z`Hb8IG>iF5_-$6x2|<EVPh0ioNs=77eooBGPth$cDz)2iU)#6T
zQeMQxp~ZG7W?r)grTgcq?UCAGAh_)lPp^XrY0Gz-HetZ=05k~D;T1PeLJ5S+0brXp
ztg^_4eEyDm0YfQ}C;wG>kEMs1jAC=5#fUT{$nMbjY!HiGZ5M_}mMFeeREA<RCMr6E
z8SKb&tX={?{TtsM7UZ@J&K!GyQr1}u=r8-lX7cmpAW81#ZALK4kPO_F;s)eJH}y=f
zsj{MTp{r=Y+kcz){TEh3uIR;cQfJTmRd%=4W(J&(yQ;`FDMtot9t!%ZT9~K_t`Z6O
zp+Gskfzz)0VN-J}^8=v&ADw+|3lM#?bkE=5Vb4TM_p~%6r3Co%0Xkpjo6H{#8OD&)
zEC!TD;itkZ7A*m3m8jZB`B7i})LM&9<^Vnc;=Pb0+6mNWP;-Oc7*1F?3<89-;Ag&U
zg?GHt)k8$(HwxVFo>GB=?=zGhc)9W)RDUDTIVMs*$dk+Xd1q*|kmlklBS=zbjp9LI
zM}A*>WLgi}!oF{gBh!-NhMk0R^lI;g_vull<~${y!MhIbi*h1a8Zx0aHABrHjQI5U
zd_WhwIH><Xbl=S)WV#s{qW%$R%Y3Jd{r&qb8F^y1W7iF3Vtz1vfwE9|c=-QKTkh>2
ztDmht&ydH!wt`?_^{)rYtDQIGD9$a5$h09iD~v8Io;aL5v8x{`=cjai86MnyQE>xY
z&!6sCrytp3(Bu*^uOY=;zEkKssdIA4J#`!1WU#Lu*{qjn&L?DUZ-VWSt0ejUp~*4U
zcEdanHZg>QY5{sJWUVdzSUMkCRq9%OPG5uX@BvgUnJom!OM<+`gsp>oW(9u551q8d
zw>SP*-!TGc^MR9qkmRLI>)T4n`Wypjell!xP`hL8J7oqhL-JA5@MNbPM!v##U$PM^
zF7<6;o6YCUntgxx*Fn-(Vli%~<4O9k2N)c$%SKlHWCZa5z1udrKpAf}((<*f=%#xN
zq*%WeEo2+&qBX~1#jd`YkvO|D+T-++Ysv6+kmXBxTYcfjy4X*M^n{p9q0~uFCi7&f
zrq>gn(V-G~=K=z3+{Ct%Z;B6Z<P~S0NWskjAgMny^M$UxQ>AD!Bxn+Ap-`093S9wr
zz$)8=VoYR@^9GzxGXN$y#{=n%*r354Rm!Uh{X9AfPq5wQHlndjQ9BG6?p%z4XSe7*
znS`K-;-1uDFatx`_yQ5YD=(n@Cy{wX<E(4h@oIXDKR&w=6*b>%$=zeG{j-Otzjj%|
zdHno|JV?dFr^V;xSD`-n7az7aV<TOUX50Z(E!UiZ-5S@Jcc2^%ioqTB=Z^~SZ=$?!
zku5P4m4k-2?0uS+0LHv%fePAeu6_cY`VHS%jX<h~$T0f_iId8jcRqHdOqkvj*eXjN
z&~r#<{f08Y?*$ApCQNMUQ!p!Ae4kj|VaMsI!B?o1#)K<xi0O$wt3C~Wlr1R|ugQwV
z^@20!Bv)0K%I>V*+xklOV%g!IhC~POG2Lz22cv`DA>&J=HCd3l+nOcwP}GFwQ0?0i
zncR6m>-Cq1Qugq&Pm<+>iv(Op$`_ZR2ZTQkH=WCfDq$S1Wl{b?iilDYx$>E{NXZ+9
zz>6NbH87Rwf7A)m+PFqWs2)LiogfZFb@?fdvn=biFYDP^MKXkMfj3JCRdn1<O2c3e
z@MOWi9QvmV5NUb>#QIHw2X4$-ciO;f@ygt>`=D}B2>6>FCB;SiHr?c-A>aS_VhYDR
z2DDS}!}W)@D(VvBy<8|jlP~goI7}uG+d))50rGdRZeR5V7<QDn11HnVt%UdtZ;)-s
zPx;6OuUVPDWlJetv%0PJ`y<CN_Wdf_^6k6o5Li1Tm%S7vI9dzl2sil-$Dz;xqz(kj
zkFa27PI-S<+6~(>sZ@qE5L5OtL8DlOb7bu{;#@P2TPpF>LlDWOg1s!bAW6^;|F@*2
zNQSL`btwcR+5a&>t|cnMBPvhc6lQpkeDGn;x$=nz*IV6h{YwXJKnPCL<Y!uU!<zGB
zOevLd6+;c3N1PmeimU;1Ce+f@<rWA5g+4V&A+9)xSUbIaq0RCL7%3P_Vg}D6K{R*u
zJ+1g7Fnf&*IrtiR^q@DW^~bsQH&_z6JnNJS#EEh?4FZKjGC6tuS_=wWajY>Affnb2
z)_}hbS-e<T*uZcK%)3Zxo0~ci+X=T8Kpn6VN^>Vhwu4m0hL*5Lc=4ECB$5Vy_l|UP
zs$c!Myeddu%yXsp$KJVF-x4{oj4HSSOz)YTzi;@hHK<YA#Uh>%fe&wyUCO_}`xuxG
zu;UE>*ZVk+s)!u4GdW)!)mkuc8px49GBi!ESuwbCE6aVHLmA)azz_og{Q-nOWh?oV
zibb+fM5kWg;L96mI>`PeIQeBYBH=$Lbz4~D;nq}8{5;zNLF_!q)vnh$+lGcBIkY53
z3duRB1KX8XWgF>BINwn*-bN<4Ifi;}rivQpmjPfK)$A&iiCf&QS$mNgL|XHzACSu&
zostwcOx^YJPs8hdKZ8eu*xbJ1gFO5s>m+P}|4kJoI1jLqryC(dZ4M$RfRXur;%elh
z9|~6y*w~X#_<{wjQ!>tXGvAC?b)N-cfQ2MsMd$lieB0AqI|ys1z)&~dHQRZ1+(N1D
zCX%8-JS`hMS_CB7hWG&+)t6A0=1c<Ij)WT@b<l5TLl~7ldTO%#?d7MgY&}sn1W`9@
z2ZuhS#VYlUFZMu!l~qG<)I-Yu^9=0SU6((B7aCZp2@4wNcEy?X`V|2k&kP=B_+J3>
zo%6O(`YGRUaj7Y?Xo-0pxM3#%R>A~e=H0ts()pKe=E+|`YAIUHkL@7S)p+4Mk12EM
zSOx3SM#O#KTCnA>WbAIFqyy|FibG8{l2u`e7Pl5+)JVU^)TShNF0MmEL)sR&2Zdx4
z!Wf2|C>W5{Kc}Fh@+lKDvq8;0w#sld5(duCZV>6!y#A4^uTBn|=6^oTU%%ooZVqt9
zggySlZ9uK+El`N@o}up6Fo!|z^F2&}5QDscY$x{%r|OE-9N!$DaXR9DqEPQsp=>2{
zQ7zb%L}L&ZYW+;P-|&x}uU2t%qW0%RIOKB2j${;}m0#%fYo(wgmsaFSB0|Qcs~5bf
zFl;it<biW+HJFi7kSPTobY*_I0&rKX-tMS^J;uZ}eSGT=kS7TpJNz_aAwW%hd=N`u
zUE*=1LQc#T(*{NsIDcmqfysSjHU~QmIQR47tSTtZ7|conLzB>uE(<U~f|6Tzw<S0#
z>LDtZx+Qd}G_A|Aj^=6kKn&n=AZ|~SXqU&vvZn+5MV>vxcF@9=`&!QuAcYn@Go~M4
z=JRaE*Hj)pFWG@a;vkiRtagK~iBvX^)1m2FB6+v1<jpu^9TO%B4ADk+>!;Vw=Nm09
zpu+|*#Wd)9;F`I$CA(qLXR+r^`}PINz$8?lTwV`9b>aCFfO>CpLkK>BCftDhs%)%6
zZEyE7#1uEGU>J~?T^j<Heb?3o*MbWjt9PXzX+iF6G3k)??JG?KNXbt`cZhr@oVygC
zY+ms}jK-#<Awhg_u>i)S=AS=p4&M{`8gO#;u0vc&NMXRtF6I6SCz`-dA$f`^tBby@
zZhme`zkm;#*9J~fy9Fkx56VTow+W*@oNIn5mcTq(Te)s7Hr{+TE^<*E<E+_t$Z{{y
zr%Ij({Xh<`GdO%<;O6qwR4}u~7Uq5}K%8jbvvqE2H?OnS{!Hcj`^yXBeqt~*OWu8;
z96a>s#4u0yKlF|~Qz^v(^{G$Argq$3`m5t!e+KA8?6?Hpz|2?%KoZEMnjGsDgk>z}
zoXsaUsfNA#cZy?lWq$s1!qG{grT)qOKTm)G7kIBQrE{5Rt*bJfrPY~cR~oRthPO+a
z&rtV%<kNS=d<Er$#Dy#ir0xty6{vHT46iQr2>tZq-SzN$GvnjE`=<o`2@@qQgmNW)
z@w=SEd5whsuNxNb@)k}9^L$f{M^Qm`Kof7N&;D7=sJ$43k~h=ORT@5Z7<1PI0JX^e
z1j84pm2=^vfYKC1V&NbI4jip7oux3<1Y}I>^bE#<9`U7^djH?Qun`$#exyjdSkFLJ
ztbfyO6_jk3og<ZK^AaP%{*7W?=)~aj>193+U3q3f0V`}=3W~4cU)jI$;>`pI>g8>Q
z*U#xs%{`<ygdS%&biNx2>E#I>R@bZZIztPTq<79VPZ&T;h+G(yW=xb5v6I7m{+g`}
z9gKEt1PaA7abTTHdwd|Onr%4BnMr+m42l34H1qg{LTdYyZSi-ww%m%~Y1U*}<R(Ya
zP}*4xxDbJTv{6wZ#aGi;>)t!>pNanhL{x`E{cMBm!K2BSW%BT<jE-(uV{x*xrSU<5
z#=z+_>XGraOazHqyjUbVm}dlWMLhP15CQ!*6Kg5LT0t4iG8y@gt-pYZdVj;dQ9_XJ
zRJs{L1f@F!0fB)bq$C9?=@LOYl@d_th5->&Ql&#cX+=V55RjIXc<<T&=Q-~=Yn`=5
z7JIL~+!Md~eebxg&sDBWJb%Y;bsUO>=j(mLHcx$7D-~+x1ypIPdIM8y`881<|E9-U
zP1^cG_>^j~<h&vxdhO#7)<K)oD?{slB75z_ChW=1WXj$3&25YD8b<mYVLEAtv~LYq
zCe4fv=vY>B**lUQODHqh_CY7~UB!E<twKU{&&Qosxcn2>T2nVnjND3zDBLTOf_tDW
ze4l8~*J@a0>uDc7Dr_;v$eE4!ZwcxI4qdCm6qTO_p<LQDt3TZtsJ?x&Izub+vb9jv
zYF~Cs`t;QBk7PC4++4yB$L<Peo;X%S*H^ppvOJmJEdSr_-e*&!nyOv3BDEk56<!I=
z4z&<eK5*bGM}8B&(oE1bY4hjLG$RrLhMKo*D~Xq1s^0QhCdvAtBb-I@W-uN=E}T52
zz3+=(_j1SMgIY-FdwK&;TJ)pd0`jD+?Nld|bnfO~SaYhh*~;oPS2rwW1X;B7t>5*6
zGt%9=xDUBVVfF!Le#Gc&t$5$Cua7P4<@HR2v#9H~r^*XEGJ7^;fo*R7c_dS3rW<C%
zC0J(u#F+f!mD-11>-WL4sAGIfdg$}b&&ErIJ&Zr^r*l~isrs_*FDWRxC<!su&ybc5
zGI}%v3j`8V$=~m?n#!x^mr(S4=_#liWx6)^x!Ch_@(bdGWz?`!ZBnn!439vurn&T~
z{zs3ar)9R}f0<gLntXw}!S5s!3pVLnJk#8-sBEO7exq(Dm=yFK#_GHByJfmxjarW`
zgpy}%x|6x9mtym@+T|ZkrE&b}-X?*o%s~2_+hB+pIC6N!t|(-sn@CBqzRJu*qEwrg
zZ(s85im{_ZqJTJ+!ki5ki+Ni^*+J`#?!~8VEr}O0PX9u4aKkR;3p0MYq;=~WXw#r@
z?R@r(`Nwc0F8DW+#{#HBtr_@=`^xlLvD^bV;Sk{c1y#;3vUGcxJaz-#3`44W*LR=$
z^c2>eDCA1Sv1(8OQP*vQDgoUov^EFk2;2J+^N;E)nvvl3=p~AV&_QWrSC0@nDK8d*
zd6%9$YUvx@SNB4D|Bx=bc_uf&vNoeY&E7>Em8?b!%T}S+W+E+~!IM2Vl3?BB4+NBK
zg$Sa8MJhuK&hDsv=eN&6l(LAQ_hw#`!x!OqR_$s1D@5M$9tRkqQcTa#+uQRGD!xeJ
zXAr}<GIWahEa$u94F-kapa_%p(rnM9b@h9?G?<YUw<c<pJ05{M)mchB>EkGJ$;^Qh
z_PCz0Oe`VZ0qT`xiYlapoNb^UnR|SC&+nA>7#&0+L86|WPX-mY5>q8^|AR`I3(|-8
z1mfPDG4C8*9Clrw_BOh?I5I}S<k`sNc|7~Ik8%!dN`TdYxBIASL1w-g$Rz=}(Z1o|
zwl>u(UK>`^g~6QW*1d4(1gn@lirH4QFBK<np!GCG7^0Nm5(B%!7vbFOF|P_c#B;d8
zFX8ik;dMW#eix9tu5nFj&%Wro2k#x}*}g<dv`e|30RbUrXzsrHhI4&wkM}OYw__(Z
zLP(udr4?3JZpxD)f^r43_~(iPag^OH)JyXljJJv@A6GS(J&ryhvyUv(2P2Jz#fO4A
ziMy`~>OAh0MD(GMy(pB2zuhm5FM>}6<!T#*j#hF)pgra^PA2}O&w8Z)JNXS&mEcDH
zQ*!H#^4hE(y=(+cP2?g~;ZA+a87ZvL*s=zG4`#4I1Qn)B@c3qEjGYIlB(0Dzuzg;y
zaG?{gb&H!kJnkJFc5_bjAGFufaHV)v#vyG;6>iPI@EqT!eCiN{Y2+|c7dWVjX$W3I
zcp@FjI<7gKit<Z{@)veaG*G8!J12=9x0gMZ6PKuC+G@)>`BFzr&v+Vx@yb)(IFO){
zd58sjvclb4$V28oQhYDUQiR|MSbLa(ua2{M7uD{2D<4_-CO;0b1Ct*vFO?)RM+Ju*
zgszBIlQxG+ep8Z3#o!A5IXbZ_Y-UUSQw<B;{r|@~P;actnnZ?@LyZO}KqkSS2fFAA
zX20@0G>HcZUznqgKMEKLt3kSf<hKyajv?u`9pi&l{xl7Y#--Wm7~yoUuJT|+x-e<-
z-$-|5dbw11(}GgFMqWyJ%qH~*Ug<qf_2lr2mj?=AvJ&*rU@TvMubrk$8lc}XUjEj1
z!*m*|zw3$bOaw6#%xd@-Kr?0&#+(GfDXO&KHeTzf@Ys5;_&^EVHl|HCq_2I*LO@d|
z8CYydV>rLqaP0q_ZF+072bM@5nSb4IY<p93r$SF;gQFp6Sov@1zezQu8rK5=KdN#O
zf{X)NxY$VQfLva9T76lXHUs~Gb4u5;B6?o%pEvJqRR_3~NsLAFbhml`GZqfwF0`!}
z9-jqedSP7;C;Er1_&nlf(wPosLOC?o#66ipfaC@TpT6sZFT$6hy6?HuGiUo4$w;jG
z<q^ko;}il<{)wpmyXTy`A5VF|Eh0Sg)0|_MWWoNYt>j&05Zc6sHX!VOEArtBBQZru
ztQ1B7I=L?nm$K%K2OG~Lg#$)E-%y3c+;S?}5y8TZQX()I4|i3N`0lTLtGRr150u8_
zAxA10mA_<gR*)PQtZA)`js;OmMwHC=9<l~pt=Ij?3_1icY9U)4TFtxnTRyOY9RiAt
zJ7=MTwLw1Td0QH(WN*(V)1ESksX6dshpHtKS=hWD4j)pbZTT8eUQFcT_RP09I5-ct
z<%0_oSIU>5^H>tn|IeEWS7%ptImWOCI)yt=#Jb?<02Nc)`eFORVJkeK_x1kuJ4Uo5
zg!RJj`PCw2<IsPlzY_N<26YdsIrAcGSR`0ivaMB!{t=6E=)OoY&7FyUIMou_vHs+z
zGx_N{;pvA4x9hcC4ua5{so(Qqg@!o~CitimeP;^s%8hgW!*INKDp$g|n_VAO)~|eh
z3h;;dX3D6=;CjticaYf(=&nXsGeB_<qoA0{@%u};sjVW~w`2^5aLh03Xp7gob?dgA
z@`D2!W~P^#7o}j><o~x)-9TLal|k2X4Y)PbByTvT^5-i%g%3d%lm)nw^ns%SUvHzt
zv=ey}&p!+S1-BM}h4Df%x%o)R3k{CeDpnu4^TVl&r<2AGl`7y$0foHNs%}k*BzJb}
z5rsFJuUHds6e<C_U9aYcZXVV=WF;1ocC@<!icpxAw9YqmnV7doaxM(q2lVA{RKCi|
zM;x5P`@ND#?9J`*RT^aR=zRMC4|R!Am+xe3%n*edEoCxS-ctGY#tAi<5ZjGkDbG=R
zV+W<MbaWUyz-;uW3|&~R)_g3Pm=t_*CdcT=`~((9zrFT%UNJDOa;}s+E}6FV)t+u+
zAYYuDnU<n*VD5#T@htqoA|Q|elpT286?05~>{dMB9;FIo+KAE;PFAmd^OWA{m|Xpk
z^;HMk)hyWd7)Sn<ajxCj!byGL$Zdpc!FpB|Y%-l*HuFj80Sv?1YXc|k9`q%Yaqz|?
z0EXw?wsJ+k=-D8QLN%X2$1Cr8N(1yHsyDb67CU&8-LQ_pYPIjUM%;KkO`lu1>Jx)R
zLKAzz-&AV`oAEMj*ffMv>|c9xMs=$=xygTMK~m20!#LT8u4jNWST_1{XI$hm?fb)<
zcTmR#tHj{ght&d%I^b3fzkKF`kXA+*zE6wDu6m7TA%JbGM-+*|slO(@zVYsCqo9l<
zg=Qw#uR12C6`Hfyc5I4!AozY&hS}AA41V}MXm+G~Za>$JzJF;RylBMoCH`|xSA*Jv
z!ZON~ol9lgC6%k67&fZvYzVTAb>2oK7jTq@nf^*5blg9Kdu@_diq>#x+6By;;i+NJ
zVed`NkT1<*(OC%8vXQ>fHs;RYX*lnJw!1Rv^sq%hl;i~+8B>2(k{}%Kz;&`|^@Xkm
zEMXDNrEv%%Yc<-Z38zh8iVPxke+vm2MAk85S<3vqg1OYE;~HU{ALE}e^dI4Z;C(`i
z&-Cjg5h|E0b6?k5hJI~MeIX<Qh8$!EES*q?N&fH>L8wY*YjBUe$bC2mEv7R56>{!*
zp^M{wzYuomq>!5n#tm*`KFVZ5&W!g&SajY{la@rqn72!-Sd6T|>WwCW_1!vg^|_w+
z_hE;BQ#<j*>h_hFjO?~kncqQwsze~9i%0POeFCrrB0=5+YferJDUBhX+BxbA%y7OS
z%^6w3?I&=X7X~FX58}Z5sB*{cP8p~Ec04&qMolbS=hcJ^Iu@SM8H!4IXx;?9-TZ;g
z9h-qH_l7Ke@ZIL-o@V{-<VYrkmND>hUfUunpO6ffm*)n%7O$==u@|`Kk`3DWDOLMX
zl>H%Cg(DiY;<WmBwZvnY(KDAQOy<sK9$wJ@=ibG!ac`^witd%4kjdN)?vW=LENgoN
zp`+{4MGnKwI2JbYORA|Rfa9}qy&hNF<>8awPZRuI*M*sk&6ZnhLgypgls0zK6Ugre
z%kK05!Il*l>m=*3qsYzK7pn|B^mlYlrh%<AxYE%+e9J{LkOX$Lr=^jrsdBzdo7GmR
z*y;&mSbMYR{*_~*;4_@R^5*lbGH8cXsqFm5;e}s$d`H>B1<)F0LZXS8&m5j&gmkJg
z2%1t&Kz#@pVFUVQvf?|BEFIt^(=P~q9;*XkiFZroF6ypcBi8X+5N7QGd>c?MS{w+Y
z{VB+^;OTswaPwy~s=tZe_kxQJ-eQ_EVw}w=E*Zw{(1S-0-qr045cJ&uLwCK@yq`9;
zVFXzyH?mR)8Y|onqas!@Rdo52{Fh;_^ygQng-grK?jsl1DI(A`hmSllw-*L@5r7<U
z_oBYWA0L_g41p7S?%!>on+my_fu&QcQ~Z;D;^Dw!a?3XvM=wT3^cPoF7BH)5?hJFB
z7KO<Z1&YGq7%kyOu4NAu($s#{ukYqPsUGLXmY((uo|G5FA*KFm>Vj4nbASM0mU@}G
z!C_YpnX7&)jS{%B82+_V4%|>gNO03hr?oPEnGpSyWG=eGzo`(Q5VWl%f#dEo82&-v
zZPzZ;7T^d+Abtza0(<xpU@yz^26<DY;IQTezY(zXc`QTDe1I9w%FN6R6pOO*@-|vy
z^U%zP&5U?><;SfMwu|8<0ZG@1NiLAa!oq?NED|x4obF$5j$<505jyl{bLX&)6bU&$
zZOHj|S>Xs9)?<;X(egzYb!dZJvMli7)=WwSIMZpEC0KicIuGle-`<$JHgksee<_k*
zSp`08@<T0Zc`gRtJXq9Vpv<6&OTua$pFD;V7WlNtDgmemnV@=a({u{s5*v1@t<zT{
z&6fe=LSgDlNqZUPUsj|Mb(&;Y&;vQeds7LTn8<yPAv^=$MZ4ICT*Ak1QrE$y+{(!9
zFgqv4s^c<rJ+HAPOP+TtAx~T7gZS}X1s4{xvX8Ljp-R;9IVM*m*Ju7+8EEs18ViRy
z4%mTTgvFpknoZR=EzuMWb51QLgp#xKagZwQCuMR>o4`#>5C8DW>dr!3lfclp3cU>x
zG45c%up0dwq-%7mkjq7Is(&72Pu38D{At;X)4k9A{pW{Ihd?-vRdX7BOLj>C1~@0b
zKHKRvB*ATb=cqoh5UvBLa48kGFivPmVqumd{RbL$X{+{n>6hpXf+U3)L`O7+%@Ec@
zw#5z=+!$bUT-@gXq<MZ5M>shWHP@D}67AkWDq*!UprPge=#k9i)YJ|{c+ST1=Cp$2
z#RHxo;mPz&&>ks<5Khg@(V=N(YC1GB5=MGe{J;MSLt%nlKEcT}$Mj;wZoctap}b@d
zUBaECEEowv!K-1i0shJV>&?t}h1-xe--{<81J0=~gK|4By&OPfAh%L(WSvVbh%_Xw
zsdi$2(pppox>dm5N`(`21bA%4{}_LF?e8aZ4)vE+Bp9xQxusu#@&a87C_;U5DQ>pS
z{a%!Y3IJqS@PI-D^mi`=+BxiC9$|i0@rIzARz#VodzkCKiS@ooKt>ujPDXg?*GX|n
zRoZ7CDc|)oQQfIx@wi!%p&k9rHL}Z9sYQmuT;RP*!lipi?ikIIFwK(r$3NrgU(KEb
zcl_h~mfl__3J(rlMm|57HulK!3SABp_h5=aaYQOT$csyTKVwZ{8Y4sqtu1MxTPrN$
zy1qZG(@!LhLts_=@7M@heq;c<jAO5H#kY@i<xvReZ(JI!iT}4wfZ@nd{nW6Kf6}pD
zC{I*Fkg(*(XEBEla#MxRNooHhMNJww$NmGG@B>Q2_Aa8_>^~oExODjJslG5HV~8PD
zV(vEw!;MpEn(lCO;b`+5bGoe0vmo8E8JeC>0B}~+nmc1u8$=r*jg6xR26P}ij*cuE
z7jSNvyxkh0MnR6aUed}hNG2LkxCk;4#QyNkT(~C;k5~_h3<Y;JB(t!<&ZH-iwFjJ}
z(U9S2J>B5(alpdJD5@*ow!T|tz4Bek31gIKh{d)sjA4z;1P=VR0O{E}9uY=Z!>XMR
zvQ{U11|5z9qVjCp_*y*RyYpvsUkt>$arQ<=BwLvbh&XBKQ{jpc0d`U6Ah)P$yC{>6
zSSn8v?4YDK?>sl8e|?2!>1sHhFtB8NV&X%W_}&xxB3|#oVavxwWOKRD$jn(^`C${(
z#ZWpB02(DQlBKb4dg!7<Ek8McbCe@5DbHSW=zO_6$_U(-7Y`3F;*WxD=2T?^mkW;u
zdoNlSMe(M^+{9p>4a+D0)vye#p*@y)52@wyT`GD*e*!%i@u}6uZ+Gk{kPxb6XAiff
zDk^fpd<r?$DE%)e*O~zzO#kozE&fZEfxIW{pI{rp2}4Tp{-DTy7hdD!c$+)drT;J^
zF`wrPLwSKETY^FU9huLEPZy&3w|5f<BX6<mM5;w71#x#-^`>yMD;1;BM6AI_>^$0%
zat}8D{{pg8&RY-sWgF(>1eC-2puXP$AwnK{&AaNBtt}@8Zij(~o}HaF?Dh#@Y*C->
zYA!1G_xF!_6wZ^!7}Rhi*xIPl_Rxb`CqeJY6nnn*EDYRYi-i&s0~55RP61?9AoC|!
zwNc)K_Z8S5<r0g^c1{G?uh&!cUO(@k#G|!FYOD$%Z<GT0BMRXHIokt&<1x*wz6Jkv
z@{(^?`1Rb}CKAr%{;3R<&Kk$oaTUI{1gyom<VqsrqhR@=OQFKi)fNs%Py{5wM<_WF
zBC6?v&C&G|6f%mfT@zSu6&bZ|NWJ@`EnB}LH7^e$!Y-e9kM#z#!ltxg>5GUDfXvj#
z9)ASR^?cCkpX4l~kl^M0l>07Q+Ljp!j$hJO1ak#MK*&ZlsVS+c>UA1ZU(OBMB?O@!
z0hS&g%@G7<i3Fb>#n=)N5n;p}R!}cV2A@g>K6<oMs&GaKxi2RAgJ-9Eg9|@u6j}Y?
zB){qWJ@5UEw~%e-a})4p;oz<)c=LuF6Z4MQ?@hVIXKP$b$sUr%x+`Y{Gi}@Ng_n2U
z1p}g0V_HI7VXxvl2B$1=_&Q-y9%eS@4wDyptQkbZ9F!ycXcBHH1mJ3Mtglr8-(GrV
zd!({5y&*mkg%Z?FVE*8}Z%9HySz=FBB)wRJ0;j^HOR{TPi_1CH8|FZvwFZnvvgO**
zqrPqln!GboW=lXNU46gnsIH2Lb)ZTw?JLAzn*8MJAH?z`-{E`b0%{I%Ct;saywOoq
zxU!kT`O0`i9Y2g+Z_Xp8We=8P2%RJ+5SZ1^+-~Dr9!E=6{|4o^m!%B=oE1JIQbeb>
zM!NrF>@C03BM!GA)!7A9O;hi<G_0*D)o96bf=^b5E*>_mmhdTY$NUebjInazVCDRe
zr<|2x8!_m0@wZgrDHSU0d3ySM$oWdh_WHdG>A#Xl6ywLS#St%hunh0f8Nw|h0z*LW
z2khzVO90YD^45XW<x{?nM7SXsQ$DfgW}ga<-D>)-m$_TT&&qni@a9hl9!%~DE{{aC
z6Pox8qo2!55W*zqbwWqp4L0>;6&l0#YzzvHx47I*UDLHfcJ@q__&T#@MNxTJg?I7P
za5ijlbM#dTM?PDW%!;dkm?hEcoPp^3%|>mEEy{1d=i5NmcXqNEi*wNZ9W7)j%ula*
z)qp()KCbFKPbF=nXr?L{qH2KMdhWA*&*YJ(5GHTp9{uUfjfL4T`@4UoAN{wf659S|
zz1|vmlm7l#jW|Q{Z9C}tDP&SfX^@WDucJ(FT@f<de6ebR>iLMG5JsDjn+~6N3IzGG
z0!%^4ym}S~4#_sN>G+tK0wTPMZ*c(Bk8ExMO0r~P%Nn}Ey@%Pa)utw|zMlT7gj*-v
z>8S!YqoVMcB;A|57l10hEPD<=$zl;O^2H$dMS_mDBXZ2R-Z7x?o#ak{e)WZKiT+kl
z*&&6;2Us8rCb9uEbpD{RoV^<0EKV!=-YV3=Z;NGPyD>{*vV4GMmZWKSr0(Tt_j*Zx
zBr9-6|NNelvJwwBf7sfpzsDk17FYn4^=HGyf>D<2DT-juuOcMPO$P#i($Q<Mt$%k_
z?iowMfYyd;F<j}tE=z+;jL29%S_4biy0ZUQny-X1v@GV<t<b|m&0k&SiyT?lJ?`~=
z^u*zQoNAm`#Xwi1;mU6CfD45ol$e<2y#<g{lv6E^=QzNHD@!TX_8k5|PpRN6;E4c)
z3^o+|NYr&1&i++x9qRoZl~`#`AW58LIo91Mm3;#cYLA;AW}SSov7)r1Y(0k;pUc;O
zKBTY7ppN{SDbcY+^pUXERH#IErLJ5cP4i2Zl-OT@wXahLZ*KQIW4MlEZ$C|43sDAR
z<KxlIGu75A?Sn!o0ge{R&oZCw$@h4O9sdB=lu@O|s45KdU+xQ2l#bud4l@4zcBSOy
zr3Y!1u#W+KkN!ax_mwz{nO|x&;v?7@W|0xV%#{wr|D_>Df}5=z?ezF2=B>y3MsL;o
zo1340+Hr;TD3~f65nGt-T;@h&ny!P0RVU~-SnBdd6GWmoiZ}mFv0g-BR^TShK~k6y
z4x7t4s-N+Z_6{opd`d8XU9ddbjFh}DonBYd8TOr0(7@)<Dw-#5+ZRoeJfNTiU>hq%
zVTTj2ly?FS)v>0osPY&Kq_>0W^g(K>DQcik1{&|*zBNcE3`pD6ekqEV8*&~nwvZaI
z38{wLfnT2U8@T`djr=vZ;V!ui@tHP<n?HZAuZQcDs@%R!I3T;Ht(_%_{F9x7`Jcfe
z;6vF4@5!+rRzalGNSOO5X@)`MGS2PDGSBHCCb01pbbJp5QXGh7e^>iic@EoQgbDMu
z_*JLTsT(jX{iTjDvmeo{GpPm?p#7p>$#X>ck_Q)z+w#+!aoJz%+{b}2+k9Q?TAgw!
z!TVTRwX{V(6g|~FnV$!6(CtVYLJ9*|d(GvI$AV22T{#5N77>YwAxyPDM;F>yFDMvq
zeRLe=z`y{Ud_3Q@z%_{JBRf2!@_R>Ar$gF<a5_jQ<~W3h)2(z5bILY~+>yyYhA#D&
zX#<TUawI*Vx*)y$x}XDt&fNlf7hk`PZj1FzB4!D51ttua8x$SvKlY+w0dPE=7##6v
zvys>7A9w`x3{<YQ&{NKZ^T9g~)bQUIbIg7XWtFn74l>>`=E2EAgJ;m0%wuvRH!Gn3
zgP<U<>EM4GVV4~yTuymKdu8v7s8Gwp3P>9~cIG0h_wx)CVSfG`k^dYqx`w*@*#D*x
zbHc#>?5oP5?w%*TFUs11{O7&dI+^MW2_~J9-{=ca^m4r=uTz#P^fL~XGXLO)8V-lH
zyvsQF6ai63aW~Weq?8A;H03+&eednrt=aB^x+JX2HB=e>L?2CZ_V4b3L+1hz3=C0>
z45&>02Fph<o=(t9z@l(BO@@hLFiax>XT?w}_o8QXYcqO$ORb6{L(EK-U>?NOiu`7!
zoJ|RLG?4a1_qpIES@i02?9+fpf4zcEcY6HyzDn4pOZ9MERi%xxcJFU6t3J(K>O7lB
za-fUg@r~C>>%`cYo8L5F)1hTcs!*mfZ1?bIhBk$Kr7>kIhmq_Ks%FBaQz~*M_exK~
z=R;zcF%OM;1*+9Iytt=mcDr|#y!@A?r`8Xb5H~DIK=o`kERY33I*!Swz?<IE);ywE
zm*mFvicRm`nf~=)D`INp+1;jDP=Smv{lvSZ@u_SV`j8*s$p`7k*wr=U!%E(&*{pky
z<$(?n3jGSaNeRi3mp;C;l!^D>++~_mqcuI^;FsYf_<Gx*j6dN+r79no!ewE3;JuP=
ze9#iMGVoX!p-?)m)GS`K8>Le^q{KT;iEDnlD%Yp<yEPcu$~NlnG>{%@KeM#fj93|X
z>Nc_FaE58^RAqLp+|e-HVzcJz+^N4iCDP77Vfe>VW@o3MtUb}hHSHew2y=d(31UUG
zQ-Iy+1sHG0b9VCbY-4%L#B~|n3zraH2Eu5Ub0;yKvke-=)@u?%f$z9R-p%UGRaJN2
z@$e%f?I$WJV4<kBvYM?6{n08>mYztcft8K~EQ0DB+1g2Gc3GVcbJ>^w%Q{-mJW^vP
z*qAMdMR0JGgL;|I<aH@8R*-A?Tu-Eed}hvvh6aXl3qR%onJw9bs}f{tYN107AoGP(
zH0+DRkPCXEUJJ;RgV;=I%*SFQH57t@Kp!3Tlzkg7FuEu3qc1?xTwnl1NiVSP!Ijr=
z<~A?Su1fo6hPZx^G;szO9`HN-#3!k%eb^D*BcCAI3>S2Ty7^NOfqFP*nwIeB%)=PF
z+W&Lv7)sL6F+Y}Byb13WT~Q|b3;lnBng21@a4rsi%<VtA{@U&e90Ln4Ee2I(OW;ON
zfA}c|W2vpNC>>&leU7~Gz0O6MG+3w4;^&NMCcj5$_E+%h_mDMc<5%=(zTR2}E>L_K
z0Md~~{2b>x9lXP^WKYvhds{=;1^FKSfrq1?(=Mx4&1L{r$dI#2v!B7y!ZA!I&E2DY
ztp*+ictU*NceipnG9t1N&qeXr#SAeaBQka!`Txk3#LRKuOb{D8d-o!fo;_RC)Dfg3
zo_5=Hux$Fz*{JaKj5_$^K~MgdGEjC0i=R2%{U$15j)F=C%%g=f-xA@Qzx+vx97e-1
zPQblD?|F<DeZcR!$zh;3V~m@P7}!cQDE_6#`Y-Q7d7bV#UsqR`ql*j8-z*M}8u-c+
z>8w16f3Mv3aQ|+(Y&P|rd(uO5vE%8{k~<w>#)(;}tf)}2uwZs;KE6K<kwX3u@Q#gj
z0Z`%^p!b0={zeXKs3wPvfrA6Dlk+=H;v$$rL`%pqoxtZtLuIm=<z31qGzqsO(9Ye0
zxf7`NTU#buTY{u{-O~sSSB!Y&n(GrkK2>lzQyGI{CaFjJ@Pn;I3yxu%{5L7Z%J1Q(
zA;?1fhegJN`-ONnDi(o3YCMvdzFKPm%*iS4nfZyIgY7-HqTjean4+rP7<9N`RBTNf
z-da<C^NwC_Am@38(9VAx@umo(8`DCDsgcgb^2RUwWy-`;VJA>fW^<V3TWaT3q6z)<
zJ&6#~cT-GG>(0KJ*mOt#+FJ_0eUG~%lv%)%0nsv=NN%R80h!o#i83Q0gJ_=4_Z|eR
zsOvAav9P{>ZTA)NJ$7r5k)U)GrezZoN*m;p!_B?7FLmy<tDpzzLl*Kf_qBd|d)?|~
z^xr5L*Fy`a0ZR#*JNWyz7itx5fj+SSHy<d3u;+4cs}9GK*MTpG)+hQaDLS+{%CWaf
zD5tx8z`tg*{{3}Wju=vwh5Tlc8AozV)hqT0IGXgzbp&?b(<X&p`hbUh%FMGG<R)J%
z0W1GO`G11Xn54q4wVYC6Z67Tp67!%PYZnIyl@)jlN&d8sKG;$P@+%lE^~3KhsBs(2
z6?U<5pZdQl(?<(E?HASw|Ni~Q!X6j1sMb4{elAh;hCE|~QKHNrW>p8>rYZi4rNzT{
zqw5jivIN?6=UGwRv=We3@zb#3QLFLEs<%FP1~7~=IK`9Y?cArZBftL6n<v<7`C(Gw
zXF@6NhR$?t#Z0^Cj8nUJWu9NWNm^!3{*`S&kO=^E*LdQ0Z_pzVd}B#(RM?S`^G6iQ
z?yLkGlOjpmI@jKN{QVHok1v|JK<$_!bay};iAP|!Wv;Mxk{~O=3Q!72aY_6^7eq?l
zS$4zI*PCjN7wt}%p)y>qpJs;lQWgKrOn<;MSdiK*%rU8E)eeI!A0f0TEJuP8roI;J
z|JOdUdNn~q6Iw8$Ih;%P#%~{a^x8$+?KXx!@jS_#ImIWY7rumrnF8Ora|bf9O!QZn
ziI~Jv%{bE6``&e5(Sjj)pFy%#Z$aGDN{P<mag{RQdSRce>9z)EH(Vf?Z#1}|ffo~3
z8+tM7mf~ouZ75?usrnKxp0u=Ks`OD1h*AWyhb9sAQ=D)-L6%GI7b3iks0?gs#C66O
z$W+&%2+C;Q?c>(BE=GW4<~aq$64?3Hh%`&94f8l;$YAvVh*7|^aTgE`w%k365c;*7
z3uU$~P|Z54K=NVr=SK}D2S&uUJ7MS`&mhuUw*M`1>QP`|>s!IC*tGtob_k^(p1eZQ
z;I}z_TUJLngHuA{k?NpJG!NP?v!CZ`{--w}M}<rm$jiH_i<cKK8qU~=dbT$0RG@V;
z3+3Gjq#u9CGK7%C7%=m9k`ydu-g`*^n92OI$k3Q!A{EThpOhQYbQOOlaOU7(lse+$
z$4)UK(c@_)0Da*$nzOvEWR~^UqcLn9M*m1+Ub?Ngrbf%C((IDdP9DDP<5Bc(kDS8s
z^@sha*B>7)Z?MSR{G?!LyZB1-lgAP1Ko9ilzl+;-m**pae8hm7vWLAS3BzKA!FWDF
z-kY%%h^MeV`gsI%2C*izmRA8@HbN(tTCjk(Rxv#W!Ne^JYV0*0%~IgUMs<g&y(yG<
zy`%v897qsZ+a#g_E=9vTR!kB@bzmi^+2P^n=GZ-R@z>8J(R6N=TcKzCUdU4j-evsn
zPHNQ_*4hZbkI6|>CK<X<B6FUNv+k04!=1kRn=o<0@Xbt3Z7!qf=;-bnKD%8fCSoq3
zfqwHz1^X2rXis6ye=98+@-Ruh?y^E<1*R)XX<hEDwKXRcU_zJ9t}W<ov77ufGLcPh
zZE+)ZV|a{<iPh}OVI_$9;2E$?U$3eUVjw*RsolSE5D&1ZgTR&YS@T}6Mi$=U-k%0{
zTJLAC%gOyqfCW}GGqV~=b@{rdXKi(?OJRC-QCrcuRB()e+C!de9d$d+3Y)De)2(WN
zfM4KZ?!_NB=b7$f6M+Ax(C+%@pPhXb7Gtth|Lssj=mjH3r-_$(Lp*<iLPEfvKx}jk
zt3w1F^^rIbi4l1;e8k!XyHA`+XYLo}$^vI|fiBW>Cl;AM@1qU4Ul$PdpdW*x9b@{|
z7B=7`FPZs9{%$G(Skn5UECA9<%xr;O*!~NP`;~IF;)v0*(`TMHT82nQ$9dL{vvqjE
z9k7#x*_MI&fz3UUQVRoQ!W1~yl<+>AuMS#4d&NbTG1>|A#xhZTJY(Q<6{BuXOZ+Go
z`;Pr|8ffF?qDfz0XVx_Oc#Zi^I$Nr8QNmKF{r{Jex_NK>8JIg0b(b3-)O|<E`AN=w
zntsPW&Xrnbhk&VjS?}$-7{ucNd2|=58kl6f^#Gfzms6O~PDiOw8x|!zU+dOLxASy&
z-0&JD9p5VX`JE-u72-t70Sui&&amNi5Q<0qpAzm_!(B7!TQ9WHCY^m4wu-x)c(!{i
zCtR(QjDp$!FD-cG5?tEX>#STfrO$>iw09uG!5)6oEQGaY?`p0#?Yk+G#6-b?qsn2W
zAGi|@9=2r>00}EE&kw=hKRD?2?!a7^;FgP%N@pu5qhkF;=6USatm%#J4AY_@`;|Iu
zUNu*+q8FY>%$)|ouhLRdbnKa7%WC)v1!c-}mG1_^^vfgqm%_f@?|_@hb+2XZwH@IM
zVzaue%{of+n%fb_dn?iBAxGQR?`v!G-#>32nVFo7D^yRUV$J2_)yYx}xmZmzt6I5`
z$HdlbzYB(0ng?{KfZ=q97I1;6+dj|{t3l?1!04PacIzz?Ewr?RZ+%ysQzy+o@97&8
z1E#~R$ZNfl1THy0vL!~a$GP5p{Z0pOtMo+?N0C1p3}CBLa@juD&ZkwSS%TVuwUlUZ
zXcPqua}nu>m}m~qw8sBqW-p%9Un3RSh?1fOA;|7nK<7BZm`4vS`R3%~&_%`mH_#?>
ztuYk#5x@Wm?ss|lxh`ERugte84YPE3A$rAIn)w^XDH)5$KOPwmRadvq=^^vvO>M!8
z*r%o?QOX5uaj%rxa_VMp((IwaI-M#iQ`gHZ7$PHhKAOqx_;Jxv=7U3o2L2vQz9_~+
zinTqWb<HCVfx+VmrnlaS9d^WoGQ-FOh`bOLjenVp2@C5Z>@EC%=SP?Iw7_rq7m2J2
zEFICj4~rjx5>Dk}@atDhMs2G6iXJGv^hyL&V3h<}77l@ulyGt}1w6B=xC0&g5djAf
zhA<eK5#yZHp9PwTp3)R_>y!NZ*6ztdI<&>8Sg2jEe{SgTm6nL}H5e>S^OuDW4C=gy
z{*|zvmC*i`c94I?_U!tghq{IBiynM<@N5a3qlT!FKLnGOj|q>ru!eZgS2tTx7^V#3
zWnIds=+!#6A8}JG4WtmOgVv;7OYf-{{qwGi4jNT@mTVn$A2jTYRo;wKAMWvAC%Y#b
zr>3Jr21(R(zk1@ae(Kbm@*+XV2-FC;^WYa_2Nugezk@;(3u=!1%2k1Li(vX{c@aYL
zv0aAU>wIycMs*Z2as;XKzwdas%+^OSE;Pn8dN}Px-u;aEs!!HWx1NW=dznLr^)tbb
zzUZ^d4?YIo04`Qe(C%$aBwwfZ+QEUZEMz0)Z*4WL3(p__@s&X#Xx|jA3YpcZX6-@H
z=$(@lK&`x&O}p~=sTHevtfV16gjCdQzm9bOHw|R)>t>tw@dlBTI(IW)$<ku6JBM)K
z+#bqLA_e{G=YqJi_hrhUY5+IhH{3V#X}E8;rN!@-YJ!W)Z^-p+ClUJVfp(gSok|Ij
zqMwevKHTxrO)a-i;>PFp@FFOiac)amuCK1Y)8+{u*J`%(^YO_qDTzX0Kp2ZlOO%J8
z9AuKB+GxkdD%Ow9%4&61%-5Su5F2R4yzUqmSxPq`QPf`2_eO6oWNXdLP3wB0NxFRd
zFtuO@X$Qu?<q;wcJKATvteUsWV>CEoK4nQ_AhnPs#Dw)^YNNYAExy`s>sO3zU|^v8
z@lr-%KD$-<*Z%&FaB_JK*?X{w0f^b-$8d#?tu$}cO({Q1&B<Xghh;gX^?OCO&VzR1
zYa~At5@0ZhiGGY(`FAk&@H%7zV&ZImuW^_?w-BbsL>vQ>L&{wm7wzfh<`!YamGZL)
zqMImM3?gY}5viX6X#smrTOtI6UN}27iOr#~sdBfYh_7R)oTv+a@Z{K-jiOY%s3Ua$
zmcK;cWL)qS5&eQoSV>QXh5x6GJ~n)*3s2SAk#?1~NLlD1l{4+`>!WJ?1;?Dr$2|id
zaTI7C*+S@QdAuMf0<7+)BhbJ1PhvKs=C~G6jqueS0s>}LmGJxb?`I)^mHKC`2b5qw
zO89y8l=QLWXajqKj0>#k_FnhLYbs9Iilr1{hH#KOD#ZMk^&>VQiR<d>3e8?;(d|?b
z2wWfg{=J~0f*ANQkv~})tRZp(Gddx`R~Z=;$mrjJzTWEK&qTH9>mQ9?yx{k*hByZl
z3YAx0PPjh)hP+mGptrXTF8q#FJ}K|t6qxx7rYB^$ZgZ(Sff2XxdR|g}UEMs$9%9QP
zjSy-6aP=dR$mG9+oKy;=k4Yun<ewQi3jpIPKjd2Zr%Uw-oKvsB_tv=qNRzg1+BaoX
z@0-a~*$v&RvM%$FrrF;y`$9*27gat~d?1%nT}HKxI{qoq(((P^H5N{Y3b>tN9A3p7
zAoQO;d0{ck$Z~$S5$lrMp9e2#UeXvI`Cjx!4KTum=b?5+3pNR;u|Y}?zvQ#2zMA5{
zx{EqWf{dcCQfaZ;X>8^jrX6auEu-Y$`@@oVK9rpNk#7w-`PbK{`9ixy&!N>FBC)M&
zP3I2(6&_%hW+S*DciOQ)^Rb+tTQ~tDL`1L4H<N*XYGBX?kR&9i(mo0@G+sl$-{=xX
zXQVn3%7^aED=5H$H?wDd{9dBP2j8}>LtBVS1&fqQrw16M0lv)*H*vlnUb<P5lo!W?
zA=P%hR9TW9IG_Q_4L*4==22T)i%IM4e!4)PzIOP}<M$Bz0L>Xt_7{pXEMe0|4M~d{
zo~O3s3V=>)f&d3v?sR)jP5ySq^p2l~>?|PV%1`SC9oeq}P4S_v%~De}1G#Qh8LY^Q
z;71mvyh3n4%s$WoRnTaieql<oTAG#m6;Rk%JfN30;LbTngJ3`~D8ykrLLO%Dz<EPh
zk2n78qqu--8WdlWW{1+Ui-%KId}lEJK_U5m77)2EHBaS8l@eu?&A(G^G6)i9wF?X$
z-w9=}g%_`4W_A^cT3uT!h#JGeE+x8yid{mjuC6NGV?B1DQA_KD4-5bzkrA#`qPM!u
zOz7s8|E-~3nn)%$U1Q#OjvaWM$bb^y;DX6nI25eb&>I7ZN@5$hzqS|WXTN{{e$r;8
z=;|tjLC{0~0WBV0`;2UE!1Bu<u&TEVSfa&@lVR1Uq^nE5ySIl4WyhdJF!V%k>CMf{
zUdvzFpiHTOP(qhq9~m+KrJtV!+@EH5{PV`wk%oqmFU1^ecILZo`&^@<#Mh@IR2<y@
z?RRLPM#Mh)Et2m7`{)DSNHWO`hC1>Z7tB*&G8lrE8-m{A*Xb4#M#Qj&Lbepw#O@tw
z2ZABBJ7ri)dGpd!b87aI;Ys`D^4?UY{Cq;jwyS}rE3Aq~+O&~e*Gv2AH)iHB=$U7$
zJ_nxn(RRe|*E_5z3>%DSMwwAs0;_Aj-qDjprC0SWDY2?q=z<-JygHrtcIgb;!8ZS-
zY~;re4cWSiig?o#+)Lng-pw_^=$(lu_#V^6Vj@ZlgxY$~Q^#zfsCm#Iab+#&UN#~%
zo)>Z^)gPauR*Z<7t(3!gKFWL~gZS!(EoU`V4Oo=v{x7^f%Dz9HJLnnQM<U*mKy8AF
ztHKbp2^H#5h_116gX=zPsA;c3Il^3ZuE#?>Ywvp>LsU#)6_sl&n=KAj<MWH?M16FT
z4&t~8Z^Wa+W8I;iYR?fy+C)HLMJmH4_t$RyfL`=Zix08?AWFsm?-z9sqvN|{J^$`1
z>_-XfrU4Xh8ATWe@N7c-gjrh>`oDJCv$jM1DHfuz!FJts^DukcUQQL?CWv;ILObs7
zmWLfk`270`ADx4peQq7m=IWuUYdo*9{cH{9LbYZ;4jiADcqt0o&cEuVqxnUu4TJSt
zSGljaA-OYE=h_l_RzNEh)dW<R<ao25pK+yra?F!F_C*aqe0xBh*EpRZUhk^mXGL|J
z6@;c7DaAu?H6~p*!1sr2O96%vAt&W~9%)I!C6)5J=O_8)&v&Q|;k6?x`9WDX*J2Po
zj?Ks!|0)PtRDG7+0C2GFz*Kv?CYd_RS=}=Ja)~_FYxDl&qhRBZG28GW=d=W#0=)hZ
zFu!4PAhiZ;JOX|$VRRit<v1`~0bSphdvdw{E)7Y_AFeM@8AkX{aN)jwy#!a$iQL)P
zV~A1VAAW8H>JHciD&GUhKSnkncy4taVk|@J&_r@j2fqMfD3F6PN3Mf_fJE>Nd!EJ+
z|M>;V$O!06!liM_`A;;9HGh;VQyaq7@RrBRSwz2b$v5nNDxd6&d?6<+l@I@PlQ1rS
z^!~RW?oPO{1ETvT-2OLZ^}(ZHQ;1wUI;8`>Gdo7~OvwUzS(xmC*zlP^B0D4O%&)Dh
zWfThZJ%+!Z2!$7BdUe4A;L0zs6#0AM3b?PdQJsCBEnI0D!>r}kI_DGd7Sv6|)4_gy
zJrc$KMCWz05B=|ti%D9`hpuvudO#MK|IG6tP24AcU#oT_E^ZrZ2vNABBR&{9zE%y@
zD23~0fcEc;JE<vcS>@0@idacLd|{weQ^#=8^!pxiYFy%V4=n4DZ|oaYb3~E$z;gfS
z^_Mv)c-L$Gd>gnoxRF%C8ainO9J~7|0tVa+vxB^4buBHdE&qOkD`D^c4;OJPMFVQ7
z2n)fp+s{mdjjk6NF*p|RKH2&jaUQlt?5?zr#~9!yJZIrjA;>|4xsKYy=?|Kp)Ia-(
z$EGKYge-;fIvS|d7toZ(#fwt?-u8MLG!Q?ZuWcL!b}pb%@O?|8;-#F!QIu3pKgZg!
zN4w)S?0!YvhIL<OYZiHwHO@<J&!@93<0fBTzlevJ2kJhTSt`SkB~(8CxASp1rGC_H
z^{+lHnVVrT?&#0G68GO5Ei3xgax#<r=Y0k%5T=6id<j2?!L<Q_IXo<&8+^;N7s@lR
zgfPfB9&vImCPH9Mlye;Jv_z59SRoJyDo-eZusu>LibWv`C-Bn?xkus<U(@d#WTWBg
z=`Iw6HNj0pejnDzKDi8+vH}~XKiXVoqs;$57siB+pETI83LwH0%&z)@9my4+yXvmi
z@8pPpA+qMrryVL?e*AILtF9?>N#4`$+q8ynLscs`0Yo7%Uh*|S%?Is&u?~Qbi=u^+
z9C1b?%{0n4qab?1d}}a_6)=+kpa`~^lJ-)O4t@$+vg+cm|B~S&i@Qd`DioSt9qz0O
zpUs6GNRJ5U`;o@)*Y6#u%NV}b-}G#Y>50bswhS#v;V{?pa;pCF`5k|&cN5#^|F-t%
zP*|X>NjHhdg+q)LOc78f!A#?~03X>X-DM!)+Gsdk0Z&e6wYj1<I)(roo-r}oPv~&2
zI;Zj8oxdAeEM*w6nUm^PswtgCbK~EJ-h+B|;u>uSp?b|%CVH;YS%@Is4lzv!D@e8~
zTab4?O*lHTqAzi=7KuUZG)cd`4K9ZqeSQ*WyXiOA^p6uQ%heTrZ&tdu_lHE05_?k@
zrd>!fk=az(v(<rbsKF3J;IdpG67^jC-0+M(wn&v4N?j84(o=v|sBKxOPW#!PrFCx1
zM9ZeRu!AP#l!ONS`^w48Id>_O1z}QH^x;wjF_6lvkZOGzZBKH|!T=Sto}{6EO#bzX
z)8VAS`Sj`&h*LF|v46s%&GfN1zcFlt@~>tl$zJv>c~p|AmHYpmxf-U25gsVkL&fgb
zbEaJ^Iv?vk@8}N+!$_2HhH&ix`~+v++u*anU$zyMm7RZASBXC`#l^ftw6}em{8ZDD
z+;H|Ur8EVS68sva`(tA|!+(QUF*dZzHD8)ee*-l~44Gha>c4m4NQBIm*&X%zH71Rh
z;!;Spc8w9y2L-PW0?#Y~K>e%gl}mBYZ8zgrRlr~K)3R4sS5FL=?dI@V22rI%@7z##
zPORZC2&udbPB-v&{*d$i@yQo{!j}66pDJx5itMR&huM&}pN#z#AhJ$c3luIXTq@P{
zaJ#PaBnOv9r=d*$?p;E*>qze3sOt<QKm!!)zs3B{W8s#!PcpMJZZGugAebU3zfqe#
z9wlA#3kELjtRV7YQX}(7`Q_-wC4b8sT|_?VEcb0m0i!D?KMscYt(fs@%mN`Mrt=Ap
z5!M7Kjsh#kZpRG4s#Xt&MhlfJsy~nhWT!aGd|fR9ZsVAjKW$n6VoU|RFo;t>)&+1m
z+R!J-yFo6+hk@y4GH=Su&zwggA1+uyp@*DOUw+C&18JZ~pY~`CkBIJ-cmG))SJHF@
z9}ng<VrAvc_?o1e_Exs(hg_07vbdxKUr~`Exz}zxuyF7(L@Uk*gz3<hqlm)Wo-{ZA
zb{>H`PA#ZXo2LV^G09@Nw(sgem?=z+4EmE)BUHYiVu73u;!Q{5tE=wwahJg4SuT75
zVdr_9j~0{Fw?U#-^7mM6<i9UcC!1`MI1?df@0CXiU{26@y3Lu<hrP=r37DxDVq@uv
zWhuhWg2uw3U!B9TR~gj{ZoIm>bCN%<QgtbF96!1TJ7X|Xg6@+NAkYfSl>a@F`K03n
z@bOpaeYpAQ7uzqYA?(4$X+m|{I9a9Tr6%o-(9Ss@5(F~R_b0OkL>+Cr_6yx8ZqlE=
zxhjk<Q$}2rBhWbh1Dqf0M(Ixksv2-0yu`%BMB}S2JEb=SWm2)Fl)Z(6V%~O8a)IP@
zkyl~v%pAaa0xv1pZS}4U*|FDO@FZ7lKH~U0?umZ42Tt5_9CtlFI>syi`3*@Nb<%Kr
zl)e|$jqaitMEGAm?|bnh<CzI|A;hNMcs=hP89OOAky|mc@Tbi=+LCh<EZq|j`NDr;
z-KO7jxyaIF@8r|ip=56FHn8SU<KMw%a{H+er6W#0TotkfnoLWg6T)yX=B1X_sm89K
zsd%Eto`1tqx5>@eui2hDOVZ%-KUpnRfxsJ&c!UzT00}DOeE%?P^$43cBpudpw5Mp)
zH*Sfw4U+J4Mp~9f1N2MjK`U7QIv3PRHBa)=FN!1$)Pyrsga@BBhG{s#Qid{_!4AEr
zD+`mUAfMn?Lk^Lk0ml9=F%wnV%pUx7d+QyOywvp({bw}S%yq7Q7|&r=s$~j!2#w9O
zaO!7$4)a$Q_p|;TH0I0FUxDZtXPruRw`(Ib)}TiM%OIbV)LpikN0)(rsCzk2`*qQW
z$8M0_@=RErzKQv#3HaN08sIBdlrr}H%V8r7VrJH(XIRcoSS+tIeWAn`EbzM1KCE#A
z({JDZ`YQ76+s`Ta{#p<5r48q;A;R8+`5G0gR*zs;#bwK<lk$QNCiu6+8jiu138F3)
z-f=Yo{R*<G_VRNB@Ncy(lDs$D^xC(7I(7UH>&_GUa3{5h|12Rkitq9r(#ldwVB&J5
z?QQ$bX0)j-B2^fv#%%~AyclX1@JWG}`R<!RqSw+Z2rqypC_Ur2Og<RI0P6GhyQ7yg
z`0Vyg$_vzTME71IupSr78Kyo4FB2`ptt;vUqV-gu3PY_{NDkV1zN#+vA@-PoG)xE8
zCt96Q3Q^j}`S;n2E@8A?kixrhJyFYkRX1tlavgPjs%8jG+aBEJhk7xKTMJ9C@>=(|
z_%}S83q%#%l)~ssxDSu>^vm6sUpjQ}n{({cl=)I3F^S21xP^?<Lz+$*36?3#$uT4m
zrste>C^||4jG;VMiD!x*K8hPJu2^}#8d_f?J^hbT(2hwzv~$olmRVvmzss*=6Nk9_
z9FyO6LzJ|p?)zp<;SBBPX)8+i%81gg)FzXns{kVg7Dy9EHmOh=cHpWi8q~(KbAZMr
z7}YG<ksbu`csce5dept7p&uY{Gme5}fd9=B^!mRI_0?jq>X;bPAniH~tp8Z|ne1hv
zSRA*O%)JJb?>XUH-%-;%@j#iHJzbCMi=I+{i5_bsBelk!8KVfVUEGB@-*ag8cLS#(
zdnOOneO^g%J8L+g(Bo^2bM?vRwV}G??qrPZijgTTCZ<|1+{qxToMZP)3F8E^0Yh++
z3ToBUdu}rE4fm#*`2D-TRX8j*o`-LHpga3K=SGpd+56pBq|{J5lTsV`6G^MB-#(R1
zjA;MNAO+6DryzFtm|+vj$jM2>;l_H%72wr>KkK&wcKlQrv@myMOMuj~gSUXk==^b7
zVo4tUG?#7A)#JgI_R+j;gDNOD8L|*y7}qn10Y$=!$ErK}#-TX18f}UJ_lx)f<F!zR
zD!-~4UW0QlkPs{+tFyE{4Ebj^(DUV`*yWZBx#ODx984q~v*ThRPmj~~Fk(-@vD8@o
z2&;TxEX=`i>Aj0U&8fO7AI6LtfeT)yCdCnUC|hF>8c+0|I$?!M|ME4HncUd;UG0<C
z!E*EpCCSgdFwcnwO_S827tr(ta`038pMR$knCu)`u2GXTz^BqZS3v`w6hm)+?<sUc
z^v>tvykuud3$+KN=%u4anOQvZ2PkPiNb9WOb`e}@yBa;y3b(wh9?%U1f5(#@(F}Pa
z=#3`9ft9oQf(^t@HpolPJ|P<3x|U+Fgs!NXmlLjP=>VsXf1)l=YCed``I$RJ{QnNC
zd%&h?Zt7u6Wd9OJPRQTi!%3P3nd+QWPplchR{wNj>7AGy4Q29k#ebC)n9>O*{2Uxi
z5QQ|mpSp3j`eM7n-U&>l;C`0Ko|B>h9~ZpP>vXmT@;p!O9qSfgq{L6s=qt4y&3hHS
z9z|qakf^dFw-L6QH$idGB6M`sW2Tf>p4)8@xmd*2`2yb<Dlb^gcXGvp66)vGpA)fv
zEs3KCx#SIs70lt>*xp{POkdk&ZJ9|-KQv>T5)2pQ-RAz9tenmne&)Ei{s?6D4X`#3
zNR032_Xj6To8t{CGfwhF7|2EpGYHMX`f?sDPS1}0DJdzF?eZTRflC9*Cd<tSl$65%
z`&?nAoy1Z~1Zhy{gw9=-D)Cq4x03Qq;}|HN^)nHU)^EfUNzdGX;73}lP?P6-e%p4H
zoWlR>kfxiXQWM}slVS|dsVg}3Acg=21)Bcmz`=|~co0wqN#7`rgUvdGH-buT79wBf
zuR}!uW2Vr;32X}VX-?o8KWfH;v>X+8JC#SRL5*(wS~uk6d^TL3KPNq;9{kD;iV0JU
z*hwp0u<iWpUu@53J5h7*VKwk}{icAs5oNM>`?two^L3rx#_=(o|J{-$^X$`rT=70l
zharsy8Tqy;m&``WkSl>}xd^cGu#wtWqBdomD4*Y!7J2wX_G9DkJHTWE+dmA}hPKuQ
z`wseWd+FfvYB2oBat^zd4<kdCAvLOLCd#Jb(7Gu$BUk~Gc^T}<@X&c9Hg^AI#Um6?
zjC#y$AGPMq7Rd$rqoss<I9PNc)ePX&EVI=YLVJ5B^&4Q%zH+WoQd7h8n1R=se_{L^
zG34^p$lm7Z<N3~5O!zov;3=*i{VP2^UAdInOG;H$Rg`?(q5hjKtr~4|5$4pTBx{)D
zFLj=`LnU`*y7;0YCX6l3eY|~?r#ARI`L*@PtlRe<5Me<K&$mDrkwW*>y_k4=-9G|M
zzC~iX+#2xw5#>aXnE@C|c)%|(e4O9m_d#oX)=9JL4-u|x6q&nToC2yw;E<S=M7I$)
zD@PbrEg8nWK(s61I%a!gUXgFgj11O=$b?;wB??93=l(h-CPqVgj>wX33K35Lqt}=i
z_oU4#X)gT2GOCKdmuENe7j~Q2jEjs>`S;Njo)Y-f@5gUTPw`(qKBT?ial4qvP~gN5
zzHfU>o>8U`JO}rV?V@h(_LidP{()>Alk{R@YQp>Izx(@bHnC)%g@uG7&4W)SHGmra
z^cEjYjTjE(a@~xP$^JR6su~4><>c{GIPdyNQu{BZ_D2Af=>h*$0P}ir;?BC<V&iD1
z$DC(#c|F4_)0UN(I?{v2&g)or1iYAd%p)?^^K0i~FM4@OiAXUbTQypzW8H*J1@k4I
zi8Xyj7tAUdv#in?Sa{1l`gzq$|DFV_=Ad_uhcTS>c$G!x*_EgG_0yij=cg+QD*1YP
zYP8J*l%|$6Njbhl92_c71r$C~k(S^e-3{qH0Ca-K-j7T`Fj=7(LHO49%K673cDX9i
zYjdrSrPTlLJF56$PJ1QdhCnvrdQ&%-0J_tYxCp0eQz4uY;JA18J9MrE>}C;`_JOfh
z75F5yQnU=#32s;WzwK~e{cuiV1l551WTRS|cGOsu3M8-W)S~K41YbY`n1ebqWb2jY
z244X*$I$}og$Au*T>LTN#d}#!Ob;Bxg+nZ^sfYap#(z7l^yCrE7;Ce?)fz6cC${Jr
z6l3s)!qh#2?VkainyM(l#(k-rt4ntIKYw`sBq@DmvZN4X`qZ=b$J1KnY$BK<RaNna
zhq@4<i<SN{mx`99^Pph_?lBYfZ+lSgf@_o2ScL2t?Wp8*Yn23i+C<Xbs=y$Zbd!Dt
zgYa$FsrsY0t6G&(HTYXh0S<bvyLUWp+w~)^WkA7rJoxISvwtlg{u77|Bm)NF17xJv
z9}I$-%k3yGd18_7tXWZjky$(UDaS-Srum%1w7x4u{I0uNnS!O^nCEIvF|mxAb1IiL
z**TK)uBYw7P9wx{dBE2~nf(Aj_uaG!S`%KLpU$yP>`Zu)=fIlTeXaRKO@pM*U}>)2
z;mm0JIuGERy6subZ%s?&yDNVupsbnYyk*xv$njjn1EUh}IoRKy`%z;Hd9S~8XaV$V
z!H!hqzLQ<X&moGM6F@VdPM=Xzl1(~9edENi-qbPWha@Q4BgKzNb>xjV&0;Y)2c3Ks
zD1W3Q$)p>}sEK)PepLtXGg3o@hSLrT#>PFem%s93Va?Qq#KU5k=w=P`HDx7gLwqg0
z4UbU|@bnO1?EF1sAI6`7Z+C3rT`$B|jPui*zfpKH^|Y?qll@oYBJ-cMNjxmc`nBoj
zO-}Qn6>_^)0YbRpU&`ls;t>!oTeYdmlgeMU^0U#)VONK??+2--icuXtJ!P-&5m9-8
z0ry#q4p7uMFvltle48yDM<2v5pUi>@MRMAYVM?Y>edB}gVl97WB^nHpOQxT>cZV_{
zY8~#C{zqS;1G2;W`L|15LzH2nuaJFikRQcFZ7O<d<$<o0sU-`UI+pm=v&TPtrEka-
zaXEJB`TwEv6H0L@>D@L2CL7+>+J_=bxE>a^tdI``3&n)5teM@E!<6W3&yNLtRTdxg
zjm`^=V~Z6yIAYnP4d2q6n%RSYCr~n52eZt?EIHh_XO$X$y1}S*9yb16*MfJ57ncZI
zs`>tVS>RF%s!VLS_8+97GM%nEt<SfRT>CNG>XVybvo+@cG(G#K?jh-A*T|VUpZ|xk
zw}7g$f7*qyr6pA)1j&t{AR^LI(&gTubSer+gOW;vbax}LX^@oeP&%bS1Ow@=Z*JfJ
zdCytvoU_j7QrGjS8}9hc%r)0sGt<y}K(AjS;O^g@diM(3t>ft>rk2~M*E8yY_yAbs
zYcQK)ja8P&kIjUoB3ofR!QMfzOcy40wz#ajDuNJlZt!?%Rp3<dE0OFcich{ByEKq`
z+#2*OXg0WFd(avBVNqn}5>nUwTeW1c)RPGGMY>d=yGDK+gwu7{acVG(#q4c#-%-)k
zy|cXO55sXTUx?$NlD1Gb2O)a(#^ll;k5+NDv6ueNyr7%UNt3N+Df^V7fy1|yZv*9u
zM+FR5VRuzu{ez&YQ1z^I+lKom??D$^s>3LIUu#hW+9gf-yBXc3q$n{-V>{=eJ6sfW
zoORIq0Nc2^&!vC&whvtFy3=_c8Le33w52^SoSJ}A%^?@o{nT&@J3Sj#n3t5+t+39+
zM-+C+d~;+ZG6dfa>tLUb-DsW%$Qe3cc43K}XRc<)q6|P=-Ky|l$}>^GA+4Z*Xtn-S
zxGjjVQUk<vmLQj30Pdm<R@Zn7IqirtlPTi;3#fR<oYue|=w$i->x>mmX0K+KD9nvM
z&=-C3y%ZM|NZRz$4z*nQncO(Y^xws0|8K6qwu%0#K53H_RE(6L`tq<=5%v_rgg&GX
z)<v<hhSTIb6^vtx94UtU7+IEWvm|^eDv*-v5<bj_xygfmRa`z>C~!hmywcYHV7~Dl
zt^8oeo_KsrpLGHE1@*t-%4uEWFOmbH0ZP)`p-OAWW}O66+4kURq6UoJ_s%uE)m;KB
zKSAis-b+S834$48D^;VlVv8B!BN%Xg5eJqvGQjLjQCC-Cq~Zp>It$2DTo^WQ`8&S?
zZ)XyrvBlp1{vkAV#t-Cdtk{?YW-KcgWEEPEd|x_XTj*ua%VZg{QCdC3a5G|&GDJ<$
zu2=R7u$r@8n`sqUq#FCd-B)9>iGGCiywSmb^(-pe{ai|9vQhjKuiv%g7PtyEX?RyV
z{ZaS2pSNv0GcYimF##>+s(15m>17>piEFS1K-BKFU3Rf}5ChAWTWD&dy6y$)7?@=l
zBjE6Q$QAk&k%dEr^(Xu~PAm8SO*FfN?Bxg|5)(ZP`D?c`j||fgR==s)3es<+%cVFC
ztr<7M#eDYMLCgIq#Yl<Qww03{Kbe!(Uto>=P)2Wlvj5F-|AFq55U@z~d(7GyRUmmT
zRbelmmK_>+UtB7&ZKBwt&TSrobsR8!p9VN`Xh;6?TaZ7Ih)Utl?=uQp53@F?wUk}X
z6fTiMLhLD*$Mg9M^pPX|JfORO?s)BG`_iU96hg<!&2N+gXJI~3uHTy^wD#ug;_l{;
zug#z@4DG9$di`M9c~hb0<ly&My_*O>KffLimCBPR9tZ*TV8;0#9^QaM@A$+7K2A2!
zXtejto~Cp*z+arJpCR^>h_QZyJdadS_R~&@k+b>7`JKkdFlB{J6VF?^iAuL~t4s&9
zv-?Lg>~62;{XKW)5!2K>)z$R?ktb>Xva(4Hm!{}{dX5~wkoHAc1I``c$M7*TQ&upU
zYPj3fMw`4<VFV}bkGkk_CY(j-2M2a-<w*RH#%9sa4}e{B<YOc2SY>SY$%Q+ism-u~
zJeWx?s^Rrj;p~&XRPo9=?;AxnOFh0T@WaHyq8%>VgC*(BS$6e;7RjsHjC-5mcdrrP
zH0-|}9~wH3Q#7%{_jZHv)ho|f3!~luQ3=LwkfC#{Y&`nyIk*(SiAyElr)HfQK(6Y?
zlWz!Gd^q|wEPLaWM*OS^DDILctv_u(zGW=#cDr~_yz1!E<-DEeAF^SQiQnUt(uox)
zY_zz*jledg*2i=%Ex)zO%8t|w+OGz*M{cV#!0ta7gHX%8hDl?a6M7A4g>+>cevH<~
zEn?~KPJx|9vVJK8|J9S8R#rwKnquVmcd{xQg!&-DA1Tnr_i26){pnh+`-@MZ9|MsS
z?D1XXwt1dn3)%q+UAN==&wG<-if3TE18jC6c9|I+WkKQvG<1JX_Uq)yCug1zyRpFJ
zY`|`4q}&w&cXz#X$JB^wI{cUI(ytbV>AxbefKVPn#cal9^Rwt<swye~@h~Q3G_ab}
zSli#*dY^dIRNuMr4Rqo6sh8IVd9;-Dy};Kp`0;0Be8}b8+^a0JyVsCyE4Ov)s9ozt
zepDfQZ*+Pe)>{kzQ14k1kbr!O7Dn@aXSMd-eKBskLb~s&qNNq^b1=)N4(X*kLgvdJ
zi{e2xhKq~BU@&`Y&BR<Vo2BpM@88$RCd#K3uW3LbUr_afidw+__IE}Z3gnUJJu5AG
zImkTey!jR3<37sAp2b=I^9R}b+cz~u!>=RVD1+b{R@gTrZ!4LyNNZ$`Ic_&~BgmBS
zgDhlYcpqBU(v-D*alOd&(Cgje`x8g?$S|}JR7qNd6pU9n_g=<m!pQcn?de?C>QfgZ
zyOv#UDeoInGa)6#P>FhddgTg+wa{z7`Nx6<{z=r2enxK)`pGkRjMA-4ckpuUH^t!>
z|7eNxH3tr<wClyX@Z;MmnHd@9Eo#;;zOLO?dz$~<(i&3LOSErr5KzAg8&u$V0q0$#
z=m)sQ)~4~o)mc#QW#{DujMahL_Uzq<eO-DBZGkvAUSjWIipk}L_TXT?k0~iQbk1vM
zkezn$2kFqu>UJ=gyf$VSESb34|Cp{7c$x{%wt<lm@31gwhea$V7p9ar!xJTdrzwfS
zP<+zhfZl?$g`*!dUsqiKn>vs4{Rdu!a?<{@0AJ}SF^<#DcTc?d&wS~_R)f^<V-!pw
z?@c_U?m-EB7=2rkFRmikBvBrD+JaiRi&An3=|b=K=50KCb6T<sK|U2`UPPdZbL_}m
zcNTlof)woDp<sSfM7JBYj#%>IZJ3$4OyLMCa?^H>4}R+|ATy2HxE?&$GwMeO^*_HR
zy+E7zP84VN&hsONf}6jers3gexoi(t{we83wEkme<-Ud)s%-ECZY~q1LE2~leIW@Y
z3I5+W!7QLtZ}#SSC6Qy><x|+t^duq$8SZYdzp)6rXBu8?gMz_lu{&Cv`9lO9i21e-
zS}5~m=u43U`S<hcT6F!<h1J?!TF?MrjFtC>@j-JeBKx>ojxN$@l8s$hXbSkVge{wQ
zg8AJljZ1L#ohM}W^nG1>O710Ja~Sj)LA2E3w>fk5h~@>czzq=R)CNrlJj6f|Qe~Ac
zjO>iG%Sd|&=V_|1hkfCi-EfXXA>#*>OMx&HofGp&Fwio+_9N}VI;LBF*=}q8OUXT$
z-)5w>1Qik4Oj6YF%l9g&%6i{Ez3e1Vmylp=?JL;@M!RK&fx+XyJD!6V18V+{?amBA
zZ$Ur0)+bJk%dZIG5uSq~JQ$TjMDmDpW<4`ITe@gTUZJ?!x8usqc=uPOKrxklYoeHp
zSs{3y1tLV&F~Rp3^D2oT19L022#pJ=RV+x!4G+7$x94EqDP>Z4?(+*vKa`d>Pl>`1
z4>q9Eb}zH??c`T0d=!p0TE_0U3KIRbz5;CvT351ry77>J)G4gKlaM%X0Kv_&>MVY>
zMn2_WmeP`-P7d0;$?%LGbPu!9(9t2`4yR$h^}_|BLWCYr?)aFZp<!wI5vbpdBzdEr
z%dG(e*OBtnXh7w~ih$Y+4vN*`j%I59D389>*{v{vQ==}}tP2y^1v7gSUzrqoG@?(=
zS>lh4Gh-P)AYYPzrt-Xgd^_dn*&u00z47JO3Jm?!f^Y6_ovtsmKaSi8xqPve$k~}0
zf%3>2D%MEZNzjbCCkZ%3u}eyn1T@Z~t@iIdIl0H|Mu5EW`gGX-EB~w_%GMGY*--9c
zKYx$<9^Hp;NrB<jjmydqU}s^`l9X)*3<=Nvk{@t9%LsLQ6K(&C_#W$aqVBo*C5lPf
zZ{<7xB|hRlPd~_MrG1cowZFL|@~=%mNDVR(<fo9@<h^~`NuC|%#^m1TrIN;a>yL65
zb%T-=iRgr>58S};3)?+?zSHvCO0RJdeusS$-k|4xxRh`X>U7954@ArcCLoN{U>Gdq
zJ=g4me^B!e=0TzX443aA9QzU2lhHeKeEs1DHF)}zC(9wXdLKcbm|a_SMBrmcV{=NA
zo2GvMC0eW|7$t5$_k>n@+~zsnx8FC}B_kg#qhq0|s$is4EHxrz=85PpxnR|=dd@T<
zvvDy-3x{{EBdns)@)bFrxe0m|i8nj8tBo+wThcsh>Nk@ds3XOKyVaKDm3n_Bl+Mo^
z=mg^udjLeBaF#ze4y(#(-^`vd;h};q3h_+UIgs@iJ-rRJE2Nv-bt63a^2vX0XVC`A
zL`J~dLD!kjxH*yEC9T}79CuTU%VJ%m$^<92>T+<ef;lddJ3e(9)-ZcHaTexV0n6f(
zkvTlyNo&PHIaF{bsS&diO2n6l^3VeHzG9U#=bPi{ysn`+sEx}oRxrl@D|4lui$>ZJ
zbCQP{a#$WKQhv{;wa#@6mChR(tY;~U(~Y&?vziN5qIi+)!i$6o2y+iiUcdI9SdoH`
z?|+LL!DYqpyi}D<a<H6y=I5Jn9d;;2-*J9u5Z}EdR-Y?!t6Tw^rKPIXtO!x(IJ2v6
za`Z;xg0lC%55o=hE+2n!dKxgvoE{sQ`&#oKn}2t7jdJ?UdC&2Eo;UlBvVoySsp`w{
zyUIuQW~dFu(k7)Kg~yIQ`l#+8{TQAgDMso<cP;)nR8|)l!iAN);V%<<1|Pn`yKpRw
zqR!mdqHdd$K4zE!;cAgVtAB(@ujoI1m<1R@uedL^<#Ta3Vb@;0Js0a9m3z*JS(AlQ
zoJsB$jivGFwMdVNxUXe+2j+(r&~u2yRjH5f9~n!}G|U_6FN)pH(~9}2pK$>}tJnE0
zIqGDtzdX3eKzd>2gb$PEua^7un{$K&G|~yYoqFy1mD_#F9p~h4RHN@ddp<i)iD8wk
zk#@Fp>3D9uPu!Y%#VjWwAGXBdyiOH2fz66Y4>oLtF4kra)wh>CxToXkDTl6dYd%gr
zjW&^6+s7nl=}Y`;y(9@mUS*T0ZH^IX+><A_Pv?9T9UNU7N9{;mwe}W#U>X!`34s=!
zBOld!C{j8t#YnT;sVNE{gSTkj!$bEkiMny(at=DWV4{qrV<M=-p|xudu!z3v;?bu-
zm~~<adEuMay*4Bhcd%8g>=#Pk%*LBX5ElBZvcu5nj?i0(0`kaJL_<Tvx7`nUMYA5I
zhr!u7MiDPt2WO3IJ3=qT3BV8xuubI*83n(f_RZ6Y&znW8-N$aTtJkklo-uB}aDn8)
z)k&sZ!qUn9FNF6hhCV5lCnU!$e#;5cc*eqB+LSkGy?f(Tl@s}W2gX(ka^rTdME&Qk
zZXvz;MoF<g`n<Ep)df`rFRE6T_EVY(He-8TW@Nz=CN6!qt}5bJz|1W!GMQy%X3G2u
zkBdW@LG~Oc$gJ6zfu};DmurJXI}m@M{U!LCrL?ru??;QUJj)XEt)pnmp^`$cmFDvF
zI#U<?$7;+`2}Xjfj>>=c!u?V>UaCzzv;1V!@>lb7Dw>U?pY^PT?VIL#tC+YUBiwM*
zNN93$Flb5VK*@h^EJ}tV4f}Y;l${-umuu=#u>370xApJR>gpZG*K<u?Pd}N2wi<AG
zg@l|ckS0e&Fy{0^!tc4#*QXrbZp0pgrpKNox0dw!X0sRka`LV7<0UI47Nz(ElOE+X
zmU_k+6d6bKqRHyz<&I=>EM7Mq&pp5i>KgU#@XKJ`DL%Y*l9tH&5_#@+u)}lJR(?c#
zBZEuv4!J7nnVC!Fdllzmm8`8xmL<xps}{Wl<7FZ8d974d@<l{MG)(Kb@y|i?2mhh^
z19|Kf%$YoNalquf7PXA9yPz>Go-AI`{1?2$6{^vfW^)}GTs(i$qg*(0?>Ma(WjR&N
zr;&E6W6>|l$jg+qS~C1OzE#`helNHCwR~MlRDw4*Ra1QOYnA5TJ-M&CC1N~A9C%)5
z@g!U8u9X>syxA)~{g%JKKWr@Xx%Z+c1yZoIl@I>@maz9yzusb|F6#0iDh8cOwfebo
zwP>?VF`EaKJ%oxdkxd!N?k{syKgvC<&!eGz=g)$vJP5X;B^Pd(G_)Zs&&A46SiG>n
zmt;`<Q*|`4GSk<Pe<ooian5MfQ|fhK40WET#!i`pPoYp_hX3MA9;(SY7fn^oOP4Nv
zG8-TG0x8u)0$eKhLQYrA-#4cXCu+Xl9Xwjv+JK?o$HZL2Y4}!Vy3LG%!4KXE2?LUJ
zf`Wp5r7x5|w7ew56#n(?Xeq%j4c+4-aj^M2?>g<0v6OYI^d?!bKkYLCp7*trbz%#a
z`}#wCs=0jbzs|=#Bwe^hbz(>+L*X<f6S?_wY5muUI+xX|M8JMM7hkNk>I;D|sV<vX
z8H#SFt>w_~6lBZ_ah~7Ga(6O1CGHQ)ap;I$swdKD|KZgut{q*i24>3hyeEOp?D6Br
zw}gdtUVJ_}a)x=zqGQRzF4c{xVwh*!$DO{6CDA`m?(-$P()tCHs!SB~PEt>z1PlGx
zI*qvbzC8r*?;eS23r#><6~@U>+<9@Qc8Q~LJSaR{!#%<;V&B5-EgKtK+EPtzEq!$N
z-0EsDL~z6Dnzxhz0lxB`!;KWCN!lLx*RO^oga_=nu8=4TG<?$!^}<vPyW!~dr96Uo
zc?nRjHw0D!TET0d?N`K}K8@*PW@pETU4yNGHy+?b6db_0pf>d~Baz1{2eL%}<Q#L<
zI=UuqPe8I`IzHMIPcz*T)5jHsryyr!$;i_uO0V9~-$SxA*t?*0P-VSh6!OevIsn_%
z*@J5xOZ_TP!$KfFAKkxsdXijs`d*hq1YasW{%K~{V9O63`j-h5-ek<s9XEY^xGUMq
z#KO|tUu+;Q<kw-(_J@2KT|ve_ykfMX+#zeGzn%R4+@&a|RkqJx)<N9e2S>sB*ucO*
zxxVi2FvDn}Zt&WgWkyEEO)f4HAXFp^b!xAWlY0gP5Fj1E`}_MiI8IJZAQ!Ltrc~3D
z;V%Jw_hX-4lJT02z1!P+laZO(*xY;$o<SQFhwoa=OT2N4&-x_%;K5aq<1I2?i|GL9
z61a8i);VEeVUv-(>r#PKUJxpqhs!o1abd>GLrCHC?c~$@(FfJ#J&K$hatXR&cdGIq
zepwaNH9ZZ^5V2*(Xi*fT`7sP2m1i(%h|H1`l_=Oy|HrT~J7Z8i@yf63ugHwsRhKS>
zg^}O10>_|W04L$j9cHwzFZR0T)8i!|y9PcVS?TD|a_ZDP{rkqMc+Y6}<m3d#&fJ8q
zrw`EdESj&j03-{a?Q)2k0398j1e{8cr0&tB`0J@ky637F8o-!4KDU#ak@cY=bjHVz
z47|LQ-O+a*+uHJ6B%(GMaB6RBV?d#>lP&fzo~F6hY1b0E8W3gxX_dIwD`>do5*8M=
zHtn>E;hjXunC%5~meH8KaCTC(3hG%%P|CEXs^k@Qm8t7_cKCh(MWLxps-l}I3x9Co
z770t)SueUhb{`w;7<2KQh{4Q7QWBM6%#_+G8#@mVd6r^gQ(NGTGJm4UsVNe8hsZJC
z_}=-PoxkY5JoZ{hLP7v+teKl&0=Jwb<ix<ocMZzM2uTL>%|eorf;u{+|BRQm8;w`O
zF7mmmr6jWF3Tmw6%M%rMj*gG5cK>Pv=D)(k#8heboAO|HH5kdWF}Z3|Q>M^2)A5z!
z)V_{CR~qBP;c}To4qM4@DID1~#%+s_Gdp}-IA6beqWQNbzu@THa-kxtvTQu{;A95T
zX(<0L-p@8!iU~%w9MwV{A^gW;5)$_x85pFE7p%<AzQZMBMh34v|NIyOPVfvg;xy4c
zI&<dCSefZnjf&SC3B6yww8U^3TFy3{foK~*bsz76#dO|QB^UH|!RqMCxRJc(-(b{b
z;^oVGGmPqfz_bMfw6uP>y1ut=ShLoI?;9Lkxb~$><n-ts6dLhyu0427JyNKvn=_Uh
z=TGo6M;h~?%8yWGj<M{c)nVvgV<mIDFb&aDA0svF&~16-ZDioFV<3IQaw^uOJeHRy
z2%;6jOW`4_aN2#H?}?|(uX);&C_qAvK6u0~AaJ8QiX(Tcb`-|L#Xqn(%c?!<1T>}w
zE(OkI0)iHJGqZDZXK*U*SEyWJ{0QC@3s?^_oE0a<Y4>jozul`$!@^gnFxFyFV=8rX
zj3lDx){?u}S=kznwWjD?&EVovw)WX}9zE23c|(RG#|FzcZj<({D?6vzZDV6&4JLV|
z!CTALt*;wNe>wOOAT;UUsn0LU_V|u`e6xSNDLDu(@R7|dv43MECXZc4CS>RzE=KE)
zXrQpSuU@@+`&o&^m@ZIGva+)B_NxxlZy$f+snn@;d~>)`VYd@LANXKe^!amU=$}w4
z)G;r$k&Fo+TccC=Vn4CiJJnw*N*v?0z2Qo;!LIT4#)FzJYQCd(XHq&Qv2#=5JQLQc
z7p|P9BxHRlwPdW8xqfoXL*9DB%Qn|95(SmtbC-x(U_vPg9bIrl1bKctcphX5zwPQY
zO)#xciEIG%iMRyXX7BK@xv}xllHt#R%n_nsd0!a{lB%jIKFis6MItW;7;9Ic`vvzw
z#Q@&>KYz?pn_A(WPc{Ih$n*yqmQ*YbOP20vS2Ln3uaT0GdBD(9931G__n_p^K=Y0K
z63sivD3H@WKSU%N;&dg>kw-H71*;Z0CuNW#wa;lxZ~o&7TUv(@ft2^A=kOmt;WD86
zm^-jW$KsSl6+3&Mi7gT}oKLk3wiY(+L`FtdY_p_@FOi{;-fy`_Ork;<29^rJCNUTm
zcg}p93&rKiVE`oq87m5PR$0SuASe9f{tp<@+Yco{{ZlAENX>jUn*lxE^&`XFM;;eV
zzJ1CmI^D8XtN#A|yB?S(&b!%Jy)VfkGor!2<iP338crC$HE4bqgU%5w&X5&N#EGXm
z`|-n=&rdARQC2lZ`Kd>Qn>gF>ZA>T7luQ*uHa`Nc-|GL^Z?Xm^!^pytUR0#~;s!IE
zd2BLE?&-4Q*!cL)OgNfL9_w3az35*=LrKZ}a$^*_jeh^pjdhBy{m8Z|1g(3MwVKsN
ze-O5vCF|FAps}QHK3SpaguQBJip1_K&LdHcw`t)+-}d_Ga5`>x485IHLt!!mMfRx+
zYU22^WC0w0FDIrIylcpqIrQp2_)(#uTy<i*Uqg?e04FhF4bKmJqOpKn>{yJa=Xw3Z
zpST9C5yu`se+}pII<1niD9%EDe-Wo<Ye0@!^Q?w{O^tu=Z$0^B|7=tw>cwEs{Ey~%
zR#l2rX^ba80^9QN4SoNu&)dolnX(vZtkKoyzXj`lHKD$k+=DsS5$&=R-D}nxV(f)#
z9jqOq8m@6Yyu&Lq<0D}xaG|aBC);;q%%P9V^oI$!hYqb6G)ZV=B$L_U{=UqwCp*Du
zf6S)n%<^1T;dRR=@>9GjqtemQ*@FsVK+xc|f`ak~Jd$R7KKV?Tlhu(^{q8c3ixZd%
zV%aFQG|oq=ieWuA82TLUPo2tts;hD**HyksJ)@7?$dE^OFIg^@ZJU1}^ms7)Y6nwO
zc_^7^j-9A4<zT|_PzA0ndeKi$Pg~l4Z}|dZ7z~Basc*;E;~B=3o}Ph|wc8T~W^S6*
zyD%sGCIPVq&;-uT&H(`>2Uj$Y+ef@lrL_q&tG|Zpy?j7BE$XMS`%63UH&3}G55;Ku
zBjQBp4<P<$yNTIR^5SMOH*xsbvFfUeogr#$sLfU%a)^!M8gYN|QnMlx$pR6-NvnqS
zWfh1`@bK`+5H_xViDJESDn6pITj#vbjid=UqN~%jgasx>L~V@m1A~Jk<VJOP@3GuR
z?T<KDsv71*B5jVQt@>@wlw}gOmwr5Xe{99PLcq&pMjCXSJ|%MHN4}HH8@Yuwx^7ZA
zY=^ORXCYgg<K7y5-RX%FG$p1@p3esxZ-GRzzfe~sd{QpGe+-=|E9s5%SW+^Ui<E((
zgfdeVH&ZodGeL`U$*64jayW{iOL0;|OY3${Z}_k~&QA*FsOkzR0YgVvDjGGnyzC23
zyKQ+7)!dpnFGqS~FpB}(wMKVI;3eI=z4xE2tA|$IBbU^o1Zd|;RGCn$-?<-7|30GC
zdA-hEAXMr7L+7i?%&@&0W$1=Q$5PSH<@mmD3EgTUj$4-j-Sav8O)!Zc&Q&*rtr{`B
z<{Fu+(TRy1)g?ikU>@(J(zzz;-$!KlL*6p|W`VHg;8*T*KUi3o*F7_%yEWP5g<lNg
z=ejS5KX1+O_bst;lg{U7n<(J6@rhZO)^%RLpqR*iA;oqvIV9vt`a<q&hzwn?{*F_B
z6^dVwE#E<DEW`zus!FuIeEON5YUH)a%H6Ke4Z$dG3EvEe{4s|!doUSfI9~a!0jPqJ
z07H%^nfX^e6h)D;h5rFyeks#RtJ)ksF)=bigs@60sIRY&s&<2xM8z&TA%Q?wS2uB~
zMU5^K>j$12Y@(@r$f`dlC#R`AD=X{k<l%I!(;J|pad7DA=|N_b)L)EwY|!imI-F~t
z%&)++{Ij@I6h5x6aC(2ua-+!7GgB~8kmRYr6(W104vwDI<C;VM39CJ&MbN(Gx!T_s
z=G#9LG$TR;*;s&uFm1DkkEXz<SC6`U-l}0^g36+FPFLMd*>kitG^jXr>jLaozF~g3
zQYc_?GKWz=WU;;&>?eyE+Leil2i-z`z8&SP<o>d5FGVrukaMDD&B*jq2lx9+m^4FD
zE-o(4Znp}x@|Zu<0Kl(CG4*tJivt9ZEZhY5ntu#f0e=Fi@W4@GYJC#vOL%(boxnqf
zPdoSfVg#sF?(jIBL4M&_?yhSSObRQ%5OBSjFG$Qn>^yKtR!T&ioda2>F$Jq+80vXa
z1}_WCW9tck8gU#s^RR22KVYZP<C3FXDZBXX9M#x*Lc}%kLX1g!yZNKZUQ3G_;<}zi
z;c0TNS&q&4No3V7G$b%>hdQo8Ji&8G-!<yEf`bez4?Dy#!9%w#4j*sxRNZIVPg{ae
zZX2V_CDfB+@N5K&&gn2(0W`+*i*|Q)rako5<B-@`KfuMm%*ZGyy-Q#8{t|rAMez<m
zaS=4OXnnRPgc!fO`n!NJ@5{_Za7{+>;4}NnOx5}L`O~tqFTZ{JmJgzl+Hl(-B;@~{
zfI|dSN)~Ri7ZW?Hs;a6CFtUFK`HtJaN9}f4np?b2m(AEK0(GyubZ0=280Y59F?%+A
zKc@u9Y6(fn>orQs%2x_>YEfv@C}S+eJ9q^?uEz&5)wKTw?C5$zZZ!=LBgLtv6C|lF
zpD8zwSN{8FZZ6fqH;^7?U`u|W<nTPEb36Kn9-5n)`Z8q5@;BjTy`|DaxBjISGbKyd
z-vq;$5>?5Z&#JA8&o6l;7(VE<XZw!Vky3xwHxl*H>h~N6^=Ak9rH3}BH<p$@s1FL|
zr^!Ut)CkHa2|iPuZ=0E+qou80YUIXbb^#s2#Dsn|j5RKwlR}=B5a2ar42iw~KR?y_
z`a1u_;?j~K*kIGi*3UsgA_{Crt$N;5dVYQLSFcd8&655Ph`MrBck}&FsxAiXG8DxY
z$&j$lhftKf<c|HK$AlM-`dIw^JE@kFrNUAbRx4+toz86*a*MEUzrfPdRG9$L9`3G2
z5AiZGdgcmUAtAwtJ3EXT{wH&OH?Vm15;1K6usHd=&z?O)u=jtZ%r!{LoH!~cFYhVO
zOh)TNOh;L}`|0JNr+;`}-fe<wcSTLPHBxK|cHf;j=V>tk+B0vM1$u3}bi{~4CSo~$
zXe6u!q+~uSSUdub+%Iz?A5$${nQVG%(V-b#z+5S#(Tr8cgR9L4w!cRdZ0`#{VZ;#8
z@ShKq`gZ=uxl6y2v=Sinuw<&T9Vq9Z5tP`$%j{dE54qaoH*fgh9EHTh_(H;*re3IX
z84piPO6uay>dc*phZ7SMhDcGy!J%-=g#zzF`RgfvK+rHh>grN&@?%TOyCBM#1*YM%
z!z!{gSs4|HgY)3Q16amhHbB9BKXk}~$T$RJk{$BUkMMNP8HJ{}CX2oM(1hwhhuADf
zRWiLF@^KZ@VIdcAHn(%Mp$gR0+^isclm#ZBUZC|}HnS;;Lz8j)C8X5sGJd|VuDOT{
zU**(#YM!N*?YD<JiR0$xhGc69LjgnIQ`B;y!9La6CK%=z-sI=kFr|&^dNufw(Dn4#
z0SsUckQ!Vizd9e>XcJ6Vb63mPi2XBt-*3q8m3gM@g`(;2;SwJq(nh5gQngMFi&Dfs
zxqt)w&Ur|)d0q~jhrDcgC@0)Rvp5yf!x68FiU&v@3Pe<u&5{^%_;u=&aKN==V`J9c
zqE2t$roQM+5_1cb^2n5no=*=J7Sq>HoledIl_y;1xj%pY^wqgI!FWc+PX^xbnzFus
zH`+Tm_$AmrmokhWjw1E+_MQj-I96$O>wn=Qpzi(X(W7g^&V0;DNdy)a7U46W0f|-G
z{v;jA*Ytq_VGCfr9bH}S(a~3t6NNO|Lw0Ei^SbwIP4OT_LY2sdR9Wp2V~i1k5vvN7
zvEt(5rX6)%7q5KH3WJUi`o(V)SFhfpr+>6`U#&pPuRr~9v_OHyUN5o8(K{en{E0*$
z&uR)5Iq?NFJ{PVe+z0_T^N0_LSa+X)xh7-o=bP;a<HM9$E8j^d=m{i~ngjMZht#ei
z-M!`#*w7%_X;|28ZD-dCjRj@Qh4-Ub*e?t-s@`iIp*=`Pvxfp%Wq{#Q%uE;<_ilE}
zM&13C#|@^MTBzEZaN0%{*rvziBMg;MWOU9&V%og>>*WAW05Pbjs-~4DKP~$RbP}L@
zWbOj_)vF)c!XhKRATFriJW&0Zr@;g#c%rTP7Iqy#OLCt3ZGtH-@>>qUEmd1K{1Y)w
z8!`+}EI%ztltrz*idR?Z%}nY6w}V}l%a*43=(xXO44jf^4%z^Cwzb_|pTtBOD9xsq
z){3Qy!c0cHq`?PAk9EabpVIK#z6%Zx?kto8_f-x#9(qAWA?m5qUa&`^$8r^sD@|WR
z*%^(uHaavVF7QGKyb{k!qNbWPzU*7%SuFPgIme{L<8*TL7CG%OSt6&g{A=8O0Fr-4
zrR92!H((mb(=AuTH){W*=Ij(HOx3Z=@jmm(G^c)1(;OVv2t(HiFlpCht3zx@Vumzk
z7|U)+1vG%w6xsb&^B8^TxWx+A!1Oce0HxQ0!pP^tp+PW5&s%K>o!JKls$Q=Ib7Uw?
zdvnqXRWqNOACTHJ*l_Wva6mE$&i|3V-``X|h=x`+HqAf2#*;uw3F4nLP%I$xv?JNo
zyUMidoU6V+tZVVUaOQ^`*7oPX1xWV2V15nkaQN`y!?VBQ$ny!5q4@Vg=$vAOj6xoH
zY|wGH$R7Ebh1O;GhbM*)lf?{6`h7g#dr|O%d)Qg>2=bJo4CS$c73B%D-Qj4omA$<;
zY;pjP<b|s@H8~0EDCVurGnvs~ZZPToP5<Wm_wPeGjlv2l^cv6J*7$T8fr4<wEC;26
zFdt|SrhUx)_`%F31*ZdBhcMoSSb|e%Z-g3zL@M^^L2oNc4XZqyT1e`(nG+KvR?xsw
zD^k4Yvdx467C|J|9@x`>y6E`$8;Ci26W;JIU*F!A1ilwhfYy#~tgSVGuH|NU=Nhb&
z(HqE+0dnRJC__r0e^st`bxAj5W?)GB<%K*4MivZX`8}3P0+$kHDB!zdHe|=xEish_
z+nK|QJzP1e+dt!<w07n=iy;9Ntnr$5we9;4AMk-SBJ>i|FX{!ljLZ7FG_{Z;dg(1V
z%skBsqPn`ereg3B>EJdf{2@D82H5{UkUyN`Z4u3omv?i-?k5f5k!wn0eF@|BGVw4>
zIz2jTmIFe)7nYvn9Kb1|rlFyaj;8xI3?otAI65*22u#eDK~0v+u#EuxR+bpo{@&g!
zWE|3Ra?Mkp9m;xupP=XCi*cJIB?*<;KRo=9q*-Z650ryZm0m~Q|9IGET3B+8RlTrO
zrt&GWQS?#pQb&&6*uy*fa-OjKnW*TUE&B||cFt4wnX9Yo+UDlHY7wXtpgTJ|H7G)i
ze;$Or$8w%ns0OMJ11M^m6G0FAa%^|YMq-t2=cJhmN3tNgMwwCIp~|`F!GAwX5KFz{
zQp8{4sGo^9{08W00iPAm#7QE1Zh^c&-46=5@m*!5(VC~Dl4g6v;VAU*r;XQMkcy@%
zW2zYxTxEpu<nTy<p<U_AMglfTF8a(n;N@l!)hMVI?3j(=St02N!42LoMpmHyBZ+n2
z7GWZN7Awyz9^w>Iw5loR5SzrIjy-Z-eDQ|=ZJI@Toux|UQ$AFh|L>`y2aXT^n6KRJ
zAVBdSU1D{iNxJufXxi~NhgQ8S4X~9>4}rlxf9X<l<D=c*bnw+f?{npdZIMT6WNub!
zJwNWZHi$&!yv=#DTfaKLd)4)Ys+VtGS4>718PtF{G(O$6lLp(9cy4&C<R`%^mD!(&
zF7}!eA+kQ68L|#jVkjx^Vno<KUn~_cB1sHU=;FmW5v3tjU#0Uh5=OXf@@T}lp)t=+
za~&9N+~PfIr;I{V-Z(iI!R$hA?R6oYo|`68!;1k!0;M1N@XkCMqU$OBCh+r9kkB*Q
zff&D6AP)4!qL44In#R`uc5;Lr^9oQJU?0*jS{D5Sx<Qqvs=n|Q@GxGiD$ys?G}m3u
zCn+YW1%<Rses&-RsMP{Xe?r2;)9pAJ8P6lyPoGo3YAS(E8F>9qB-k-#f;sc6KP(!h
zeFIoL2zISke+sIjn-&|*F;-Swjyr$+G%H^J6oiEE-KdU}!Y7e%6mnBER*Dp9S-t@G
zo15JZc>Z{N73bCDqheTCzR{+Zjryd=h$aDacvT@=y73|Ml(PB3T`sew<(_ur>5ef0
z=bMKrw`7!Pvng>P6;jVI$n?*zw*9G^c~A=P0q*+NZ#P-Sk~8;CV%~p#=#V;)E#bp7
zW}PWp48<NS{}u*oL}{dPmlO-YGC+14d3nCCNdI?}EmHNm+)z8|R2gpbm?!ltj&<y|
zn>O|LYIe-tiZF)hAPluHJH_4}vYnZgrH=h~cj)l{jYf<_N#Oih^me1j_{8;q=rr}0
zDAXiOj|=#$PCZAgUO2tjdNtN9s}f2N6-w9>{NJhUckAD7&*VNfpDHj&YmT>5s-2P?
zdM87)8$L=u7Ezu^Eiby`L2&wKOQ{xf+ekZ-=A;>U>DkOGtmJ9LM8`Qgd8fkyp@bpa
zpW36sQF-W8?8i)XIWwvn+)Jy}5<%RTrf%3izLCs3LiAw^{1KdTmA7yWkG}QMYQ|)%
z>1Xx5O@Qa+e>8Q(mAZJ|)aMZ?C_)tfoy-hKQYCPhE8+q!NfPVbDQ$Nr!?!IjUX-OE
zI;Cf@aXi}N^8dgdU9-Kh!L7oB*h0C73<U$u@!131i9^!exxM3s#cyL`nf^~z7p>L}
zzq4<u$TdF1_wCr)B0R>093ODT_6|&8lLQuCfrb*X!C|X3jkGK%lqR;X7?1Qm^3R7Q
zJWj7yi}e^K(BaEB4#4A6fz^IUQfDPc6p++34{^ERlNgba(+FuJ!>Da7@1`&@q{yn8
zn=+8CoW}XyC)}q@eDE{3f1M{jiHb2~<$MAH=>SLhoOW&lb`J(opGo5G=B9YP>+zLq
z*G%5CB9?VK7;4a2V`3W;0Ula{RtESsbyrlj8Kck;n=arC6=>f8Ku~1#&kgXthkuKb
zm_bQeKYYAN68iJ|k00~7g>_<PX1DGCjHQ--4bS-Z_!U}_!hYIFwq);kQ^FkyG#8|{
zGj69s_N&u@P(PZh)Z%;$+#nJVKADd8%v&ukE~diBIJnllX?v)bQToHRL2ADK<QjY-
z3mB|QRK{@)mn60c`Yi)t6tetM72t?@7{J;HRlc<^_j;f56aYr0lF!D;L(@Z$o_}*D
z4aHcbc(W#<ri;emNo8tc@?!m0W`+e&gU@x}sUMnPzH>*3=cj=pBxw;t1+S;7p9gs&
z-?ki_B-#tevH%ONy2*8}RKt`I_B=S%*MCDQ3CY66377);<!rwRWN;BfuV)+H{~-ML
z$u>aGB<~U**v~s3yoEQcf897z$_t>}U0&O~vgSeV%wh5&t2~bwO)h2Ap=G);x&^WJ
zX9BkwuqlA@WmbUTOI6F|;J;oLk<rCoSmO>C6)SQLZinGU8$8^1r7vF;AGhsTw^LYq
zePzNJabMRl+hKrTX=UQ{uzW8L4He%<YHCrf%w8O9Y$SpCz-(N*_ne^GVKqqD<p7NK
z86yA*1_n)dNhCM|Rf#<dsIso6&?_nm^!EYr1Jgt)hebRmD)R4W9VD!2aEd7XJmAS>
zqx8U+yi1gKP&HPXr)3nBeh1O8bfQ;E=`@KlD8Lt+3)oHOb$nc$e^Jrhds3SsGBPr0
zOJ~oXy-j)!3=@-uMoBIyhIcO(l@1>7dthn74$rS=;NeU<+TxGWX+2Kj?sbQMXs6yU
zOCd)Ruha^84UpW$PpQH9FtPRZBGlB>w!%@I+OJmDIy|4|h@D@b6VWi=V$|{VMRi4m
zp-_={6XoXOW@dTIq&<M@o(BT^m(4GusOVi-SlD9|mEfH81&%#~v|Nm|OwAP%nb7$7
z508UsWnNoAnHTcQwYlbEs9)8t@NM}ZEr?!XX8<%om^}+h5cf|R{<Q)1oD%4V<KyFe
z*55A^(F#6Ib%hk*2<8-CBtzl+BTjs6=dvUiq^VDuWhof2p1{BBL3#)I7uHhOh8Y7i
z8dDC<fBnlYLwKqO?3f=S_vlc8c#rJdZ(jpzX925$L(YpzJsZJn1l5@SY?WK#!OcM*
zK7<byxSgIb*WN+Aon6CqYu}qm=$A_qM22GRH?eQYe|;XQutZCswOd+SfhKHRK7q+}
zCX<z1AO$EkXvG5u7~YbpmJ7usi=rtI8TXeM%Y{#dBk!1BAFgIz+zCw;>2-@f?bk9C
zox;A|x0u#i-3LpVO+GzhfxJ`CzsT}%$Nc-^PaRI-n>TTgdGmlO*QXq2V!tC<hr}=;
zIM*wMXqB8;G<{mvXUA=9BQLzm#xN#1Ms16gZ)H;LX==I1-Zf;PX=7t!+6uxjBHS+0
zP2FiEH52^riWU-35`E!lKw%`Y@9I)T%)fnl1hZ@JI_;Pt33yLW4~#YLa}r_`w{JoA
z8pQLO4@@w#vR*DID3F@@cXB@>p#iD#eUZykHHO@*(sJ%BLV|mGd8I;*gRBlG)VagN
zbOFlz6hXImc}MibF5omZHKCl%!CcbffTEI^U87^*t_4@BH&tyXEiK&u^q^fiE+HX@
z!yg!$_+Bc#5y%M%b~PR<!m#jgsCyP;I>9&6=g|BE4H5%@pU<mduMD3DJA;{l=YVdz
z1iNvli3tf?vsKcskdhjdIMIl>Quhk&CM+`+DJ@rLm6qN^at7G2H47O@S}ybo*gUpY
zWrFJH%a<?rU<(&hS#Ur=#843Ov_2ZDN~S?o#q8TB+#9@RqR!5O0|Nt4S$z+$#}IZ_
z#_(A&z&ZG8y*fFmb+k38G*<KWUV(0X5J(?@BS`^)^R@f0$lHSH?!5ft1S3~_l7v10
zjGFBgIc)(S8xk7&{>vA6M41G}nVOo4$V89?{-Z*C+~QKPBsgH~G;&@)J6JF>G5r**
zciy*#n%^aOX!kmgfAl6>+)X{ZtcVpvY6SrE8wLl-z?c?$J{;dRo~n1FyHmSG3T9<e
zv_gj9HGbRWn^i){SyyPw@IMcvRBNTxLRX|k7AO(!-=_eU0#S6PrKfXQ&WeUl3xGNS
zSeZ(f!}5`J@JMsOnF9-XCF+iD5b&Z4u`iPPoe<Bc58Y~MOM?RgAyHA@w;l)0HWQ1q
zz+qeip?w474U8fmI2I(zB!(xz2)3E&t*xz#AU}ldP$>huj$6wlQ0{(Jl$e}M2aFG4
zIsWC#eX(d@eS)T4sRE^}#hAFcN#UF$6gToPJXVmHn@t{$x(KC2kXW1rruGsJ5b;}o
z#>v0{q?MG~p^;8SS^3@8maT-8lmUDaK61CS7K*Z-Nb@Q5(*BeG*SQ=v0U-)evlX}t
zpf=nArKW;cK=!n0l)Ym5`7J3a$z;0bA$Z@}A3qQg4``@vuqY)-=<Cx%4YBUv7ds;(
zqaGBPiYf}Hl_)@3!S<GIZ}$5oq<-*xA~t*BX?s&BNhq7NOcXW0?PVZU@Vvx+?|~+0
z4H9Bg1zwmsintDB1cZ>|R^KbPUqfu*Ts(Gfa2xq%jNQ2ZD#J#RQd=es3LnViMPS5R
zfI(fKIXxMj-G<}o3(^~_aU&!m-9oP_bunL|pkQJ|!!;L~j&go_J*B~y48%D=1&Ffe
zAoe0h^YwHM+s}!|E)lX!QUTZK8PUM7cmVIoaPy|9NjOlKpy$x4c|!u@klXO@)F5)5
z{`1m@J1fQ3i?T>Me;F6IfB(`JjH5<|cP)sV?i0ToAZ9>RIn%K6NA_5-Trp4e0uC=z
zL_q{s)vyudAJ}X-^d9D5*@!uTbdY)i)Id;UPA_#aFknC$wc!M%z+2#RIp9HPbZ`zg
zYSf`$gA3}vGQ|&G4M{JpLkl5omQu2mwDe^vxc&N*1AMr!aNDmXNiI9j5ZR8eZve>j
zXt}t!#BeKs8w1p&{aW%oP<nqRtH{6r+Ylp6Obi6Za1IV^-cW6_yz*rnT3T8}3<~w$
ztYPN6cdr1$@(2VM>$8pLkn)1a(b_q%(2tvONKkn*!*BO%76wf<z(Xi{J;jgH03S59
zRh2ZkrTSG&qI?xjRoFM^STSM35Y$HHqEX07n6;f9N}YS#Z;!V}`>X9t;e^U2`Q(~$
zAHTG+vhsz%WJ{wBpaiMBr5}=k#SYtAn_klE?&<+zu=~yjPOhKx^X|~ub@>ofMIdMP
z>->8RL{)@bwx9~sF7iEn>K;Bp8T=Z`Y1#o(h0tso_WK)(4U~7+Z9*h4DvutWf$|4q
z8LViaC@(E7wfZ^0<N+_hfRPC;e6W1W85}tx74c%`y_$>8$pfM`BDana&KDM|`sB$v
z^h+7SjNIkvS^+IBEudQf472W2feV2F#8+pRmM*cdu<*Q|yoMx>P{NQnyqm+o@Zf>E
zDZvSdnYYU69$GU_PEO)PoX~R`hlz3hU*r>L1Z|9*gzHNWM@FE?!RKQXRCCeq24o{y
z;BdSc;DcPx09_B)7jxU&ar+m&kPr<qoiI`&xcg>JFI+nwPC`c<>}2$f)^Yr&7z?5k
z2|7AD!rMLtQGQ>olY`krIU(!@$=4_oQ&Xd?J2^0ga5e|j0{`KEloL%4;yF1v5q^4l
zCnzXrd9tdsNH=tmJz1^X;y=t%?aB=vla#Wfbx4x~>UPP1WhW^&9mZauqf3_69gLEp
zI=PifNHR`q7>0rpYlB7o@$-^v@P-W6TqNWHYq4(;ez*oq!x7ADU0Yv&l*pezhX8nN
zG_XmCmqW&{LgYfMuhV5=ejYYc5M&R(a^C1<sdQMS?MZm(0hzMlP`1jOwb?V?#B>Fv
z2cV@SF%HMm*VhkItA9CDSK9;SIEQgljrnO<f3j|ftZE&j<F_^0);$Jc*cFT>g$&kg
zvXTS>(%RNmUf+#kdV~Q+N<?T~D6;~Jy?+0UBgp*vpwcZL&rA5CC*e`W>!|>L0EoUF
zBMM1^*WohSp~@2g9hD@6R6HS*4lolIY9xr)L5P)(#mpR1b#--Qb!;Hj{U#`TlF-m-
z7g%hcWN6{SkEZfEnX}y}fxoqX2I4Vu(~^>sl}@{yMAUrm5Oak%jw9=H#s$`GQPd^H
zKyB;8Rt~F7vl{?eG?Vd*7jmyPV@LmH0bEPfZ}z?hO>Yo~b#qL&m;28l&J!4SFN&Wy
zHy=K{4&M#@VG|cIF);!3bHI4h1*|XvypT!XxD;J*fNwiYkB?suXI5x}Gf@mP=Dx&m
ziT@Ua%4|tViKn@Uh=`2KuaSIqGxhJmZ%iiz;H!cfU})ka)L_R-j6cY*$k;-CV7yG;
zui4EPTj-C*#&jXtjv5#f!(96@D~pBU)-44`1;o7Spm%D1VPSnK*=-&I!X8)}Vw`i`
zF(8nd15hocjVz!7aMlF$=M~T~efq@n=FOWFtA#dX0yVQ@!qZg0{rsOt`<t*`+Y^}V
zW$HJzj@xH(68P=#UX^KN8=ZlgD8|0*#)}s(WL&z+bHBWLI8yTfhwtG-#1pmv278wC
z8_nd6!u&C^KWdB4_UE=!&4hZU#xR4Dje|owBvl3jP6*S6X@M{X(FQZusgYUfxQzmM
z<g>ZdYf7V}pdbk~LIXp?VgN26hBSoO!(3mV1A1se(Vxr2mo8mOG*9}XukrM$Z$<_q
zc#Efe?Vu)TY7*1e{6n|%5-hFB{?ViN3NsT>It4o;-LbK@M)2~{{!%jBTnkLU8}-8%
z#lev$l#zIZ_JY%i%o4iqXf3H7AhVZ|m351iwZn*O*&rKFl5=58Tmlox7LF44CTK+3
z_w<|2Q$Msm4<O^WGa&DExOwzpXDz^sj&dRAy}sMHk&sZrS-7lw7sSH<FL?2m`s0>S
zhEH^Kw8;%6B_;hsaQ^aG>ACOU8O=cUCim-!J+od81@lOC#pllgb+Bu|x*dG)Iw%8f
zfDE)9Dh7S&kBO1(x{#dbW$+O|I4G7*_UDd37e{ZZdu3y}B~@YE+XCD^A{wo!sX+vy
zf}rV$jg1w%0pBD)H3m7nBQRjo2Q(PC!7hh8NO$Xl14qDeVq#2?WFQJ;AP&4X;X_DP
z3ucAPu}5_N;9sN^DlOQQ{7JVccp{DiPHap3lgT9`5)Z{+4a<z%N5%@Y#O>~EZMD>&
z9$O6MYhJae-KK<C0%yPrmVc%|N+zW{Is(Ewc-T*j!%#3*9y!DimujsG-$UjyH_!rC
zXcV3V8yW%FM#j@^0--IXdykp<A|#L(l;hrw)jB<Zq~X&yST1e|oR7&=^?gX<y+CVs
zTeF-1_803{{RV3F@`tN;cu`TH<b$zY+Zn8nbRUV2_cJOLE_ZMdGIT|qfWG)Y-4f9p
zupMF7710)6X$v$qGD4D%$hwal_ab=ath*#I;TriP0;hiT;AS5|Qc|Xfg2=0~{iNcx
zb~q>BS)5$8eA04VXePGCjbwqKhYTdwcLVthE06`FJ)NC0dtunL;1aS{wJ0B-OE@bR
z43pICxnfvWl0p6}Aua7&l=#0kMf9QGuChR9$H-U(=wQ_k;>y1OF97KgrVIX`go5G%
zoFOPmflv-gzqO-l+uN<MHT`+e8u(dXYy_kofS^I^&hs*CdIvxg`N>FEPY)$Zt1C{x
zfs<C)*<`4Bbad26WFowG22qaWt5vxk^S>LAP!<(^H}a4fBf$gt=on<egR#$?z5(L4
z-6{N1o1COFKDo=8Yj#mlccg$HvbD5d#(QgXPwQQUXoVaZzdZ+0B+}E_2Vfi+PW)g{
z2O<fh+sQtQ&n_@LBxhhRq37M;ET}v+w#oxN|4(YD`$vvb6FL+Hz|o|F4+9WAH2woh
z7&!0N*4C^s+@Stj2DyJxnj+||A)cjIxWL%_5jWA9I+wsY2dMIRu7D~JN`uShfYDv(
zZFX!=yI7rcpAfK>7=v;X?E(sG@qrr^@B*Np*<IX+XbuYNO$)Fmbq^G%@;coAMWt(3
zSxb%);p2PM*3SKWHc??wSX!SC)<zQL$|=zD)6d=gEO@MQI8wp1+J6yG4^0te-t`c$
z)GQ7GY}2!_ToV0B_X|`wJO|VNH}yvP>ahfn-$;#Ie+E5#r`#X$|G^+-kXiXsixxnT
zofarkq=d{cVq)$^$6ISxxs2;msv*hmG~~{_fKS=b(?bN(n>H8#gjc3Pm|{CN2ue<?
zr5>8|=g;ePMX)U%aOb2U)8o8WmX}Rh+S`AdMMKjLeDv}mbbCfeRE0aPQn0J}Dn3OB
zCHSw)hu}&F#{WVPgqR$*dJ5p(RN*fljC=2N$z>3aWYtoQ&Hi;4J#`5O6z<CdnIA5s
z0U4MU2mAm+22i+;VM_)d?fnxW+S?_Skk!U@LkVhbWraf!>gIWydmxh3DX@SbRRm?b
zjz#O5<DChUzLYck_J4fgUHnJ=&<?5rum0P{TyO^|k310Phm#q3!{ZV$=PscMU@-`b
z5Y`BBGMkM+KAXPj2;ysCG@2G54yNrU@tVgeTOoDlGv_XvC`jQ)C>jXpHQ>zQe#?7y
zFEREW4w9~Fl$-fM`b%~F`t`KkT2P+rIR0b;FCx#!i<B&56Laya<WCFTQ#U1y1PGWg
zalGdKK(o@=+vkY_>|zK*VC$G`$@yY><B7->3r?WMK!?(_&?!w?rjft7H~3L0IS6zT
z^pK{)-@z$@)7$|0@0F`peZU?5{L@}ILx@-pXfQ&<!rWV0BtDr>P(n-=1Jw{WH+K;%
zQHLch=Wzb4ta#m4GiD>l1E~iEJkrOnUvu^(iy#&TKC|I}rm7$jJQGo1Pz<HIS_*Ce
zF)<Hqn2~85KzXNwlnB6^r&wwOJW7BFx&>5OkWuaZ$}L14Z;tUh#h&P10B#=3-^IzL
ztLAZ$5ZR53z;%%9G^xO`R8g@0J;D)QploOkAgZbSzl4>!{GjxgryU$Td+uCnzX{4N
z5Qg&@K;lL5s~M#A|Ic;^)342{&wzGng!C;aJDU~Bq#+vyZh>Qz6V4W_-@!+cZpZu*
zC73Z62pc-)0Q{z{&`?va0WG+2ygL(};Fs6+itW|hanGt@^DtrM`kGYLCSv<`K-WVF
zFkmwqTu`WFWo2apuu$LhV*<j%!;3h||Evur<x!rOE_|KizbB*O4t;3|B0@G+|4$@U
z`S~+IhRe-9#O*-n!HG8CaB_fZdNikYQ?=c1WG*?92EqYY+t?5TL%REFh*du3ZsY9U
zXE=qk;BEHcDy^Wi3s^%$7V`#lqJZfj*_r+Q`vbHRqyY1BO~?_6-ts4#V<;#<2jE@z
zf*v$sp~II|n+Wm44;5g@Bwx%)|8w>}CCLvm)e<AjUvzJ_qA5YX@{o^D4|FFnclF)-
zNAH$XcLG8Js5%r^Gja{yLyX|tlDqoEky!)FNnfIo4mt5WRj7Kyc`hLb#ghE+8c&s$
z&f*Vy_Cv4FV+<%I_Cv{NkVbYImQW<Pgl7{(YB1&)=-J(5C?SNxvIcu}B*y-tBYd90
zW&;Ena3Ffx2QuaIX>`22JUuT@07V^k5TR|t#KSZ6oogHqQnkoNS@_03Hx|2NxQ+1?
zlZ83Hc|&}I*v|&6P#W2A*CM8{JoSH34Q_FUoyCE8KR8}r4Fqa-0I8i{&jLJ<5^YfD
zi@~q8wK?(H6=0CzLgb*hrOZk`Ley+jZNGvCU0~!C6!drQ5F;rGd=<%ws}vM-@EV(3
zA%Jj@e8iw@$*+fA_rqYXX;{bl=DmQ#9;jySSOTb)MByTjIy=tF&Td%aC)jP7<Aeod
zhX1G{$PNJg4JOPzqW}uh*cT=eM6auRb*O3Ayy@4A2lMn`!or<NFc$o2V(ahk2id{s
zIH!mR9X{plD?30{=;WUgEwD(YaZ4;gzXcsbJYZE05A(FNwA)v35sS<DCxp*NSBuz;
zRfFy)6|fM_JK&p;rZI3T8s?B~T)BST4-PC2tM)eB<U`8f;V`TP3>CPH7{E5t-M57Z
zfj%lGB151x5gi!=_9t}TNcM7QRbBy!A-59&^g!IMKpBi12lYbE2m-aJ-&a9W0)F{-
z%@6pUgqAi4AQdAsa~g!Y<>B0`?(XggUkUAEx8Rm=^eilbK?>D8H8o`<63#IXw^g6N
zXLEs9Ybs@v8t8blaH(_>1uV1-&_OQX10dHc9j+uTt_LcY`w$$qINcJWqqA(T*#W{e
zq5D6H&FFzElg>>H4kiXhvh0U`P6532g9(cYH!`7iC<UAKA}|TA8)9|h5)j#4o=Dy7
znWUZOaaP{{Pvc%u=5Pn=s2}fa$yEVjyQAD0dQf8Sn^MZk+TQUX!T}zk9C5u+vt;7p
z>Ngv;x3p}4<uXX_P&$>4oki|_yt~zn2KltTR-N;8h`OT_ZNtN5ZO#JFiUeT1nTt@u
zZSX<MV_gb-6}xg!sv=@vPzUVn>=ad0_<+_8fJPvYmANfjfR%5U4Z^NDAT;qM5ZMk|
z$4=|m#}?`v%NCA4r^`78^w<JKGYBp;LBx#~Gzt*N;V0BZngGEgBx&xEisf9>1rKwG
zxF#o}$kCSg->T8boo~M$)7+wF!DhxS1CQ0`bOIbLpW{}xSK59uBqhIv3YA&cAaH1~
zQXy|}0|<E-Ka;n)4yZv>K#-f>Rh98zVuEHy%HnjIzZXh(!#vQ209Y`q(H^{Ji6~E|
z9Lwrh@wvj94Lop<EZ+)%ZXNsVa0j?EqtHs^(rn-U>lsR<5z$1mP!Ecty=Bv#SkL*K
zDl35K?{+oX>KWuJ&x1kOs0RoSM0@Ge_TWPRQoJ8uKzsp%qkA&BUsue~E7FTRv^bGc
z7a}z-K-G}c4mZx}euce>1Z8AM$jzKYrZ5!H6AxmPtsER4!vu`4wD@ppNK~FdwL7vu
zhtr2Z`D+x=f=DX)^}$TU&@`z`B$&Z<L~-0U?224&$NWDBgwp^9(GUHwlQnOjSSN$%
zw6rxG;ycnM0y#9-*bel--P1&BZZMqqKOcc{1Zt_CczSiRk?<|_fpdkn9PTk*=)i-6
z^FZ$3zitCc0)F!Mb}m{gs%ZvVZqoq)gmW}=daUbp7;`HJY4L%g_zihjNa%x%8u1Mb
z1j%GY=fX{R7Ti()hYFvBQF?(^l{<VB=)SpvqnxY8fyl&wFK4b-S5yr8-ube->&q8U
z(EfKiGXv=>1r_P(w@Wm0FDMrvn*_eon)Y7+k%1=<*~su)Ma~!I;&vbaAqgdn1JMjr
zZ9Z;JBAd%#V^;Vi3l|p&LLMP?F0>nDm_Swnq7&z%q@qF{JobzM177gDsw1kQ5tp%p
ztmY;A7adBW@rxYKtE~AZehBm|2bOu<9AE)n5A;Yl?_diUp4-##UuNH)P4?Cj!;3DH
z3WT?erlN?eejwRiP4m@Si9s8Lx}HGp|1#eMA|=hRy-Vm0o#2~y(2kJr>B|YiaVb5$
zo6tMTvHuNe2?K!W56Hu>TqOsMh&_=C8Yn5H>&nB!$smvR0?JA5pN7upb=1M6SUHlY
zxgG8oCKsRfoLINFdj>$fy3Gt)X1L>mMtgw1SX<RaaCN*f%0MVIz<c)wiLx4N4%Bqc
zAzg6V)#SjogW(I!LIDT<j)9F07alEAM1$Iea%#-ufNSp^W?Z6ik;l$Zf(u9V`2VZ!
zOu%y7_r3qL5Xw-JWy+9DWk|#_l|_bHMWsl_6e1ZbM8=Sel`@k|6=|T%Q-%gZvNVv5
zGDnD%)u8kFJ+;<4`<%1i_nh~--uJrRuD!3l_M-c_pZop~zu$NI-yL~!sp_2IVbgL)
zgm*aaQ`TGDrvOdnv*<<b4}A(|o#weZ|0w@MHOIvK39WT)FE20a2>s$Rf$7zAXvmXO
zQX(8;R=CktV`p`>n=IGYUC38>JJ-tybN1xu3jgHiBTg6R_Icsbiuue;xej2iS3(7T
zjV@wdMX6`514`vd%L<3qR8{pa&LJp7_$&HS^O9z!%Lgc+$*<+)jQ_H?<N2n0NGNS+
z^8M=D%gWjCT2w>NZUpKpwiW$?MZ;(hlg6%-aI{k;06e7skKFaGr?PF=Y1pv)qHaBV
zYJtB6Znx&}RfpKAwWLaH=?3+8BvAjB7)&L^hK({itVEQjx`C_R`f65KAt+NMPb;@?
z`!(W@_5NdEIvTY1>HQLr?F-t+w!avs`879zfQ1BN+D3RTquK4S@%L>MCchp^7skX=
zN=lpHL-6jcwRJ{XC2VG~`EfMbcIf29wc&A=6D#I(MkjF73kFgmN5ic_pf)9Gi%wwa
z$lbl_QccQIb9>)XGX4zdv-VYBh^lweL2syoLsMqWI<S1ZQb&0-nR%Z+DWS2g2%8;c
zfu&F{-Ge|AzFgnM1fdaktvdE?`m2-$%PDVO+MP^&_3rEVgxS}4LGw_u0tzbzfo`ym
zH=rm2XX^g_N@bZTee-ixcU9*_9v)^0SYqIevA;zp_7INYQ5aZPdi&s43o?7#bu2$T
zqNtBgMyJw7-OPf6_wPUXRY07rJ9q9>v)|qHI$bG9>GjpM)Ztpg&O{-!<Nb(ZVc(l1
zC{N2d>I(5odVSbwXdX3KDcZ$4-w^9CukP1_);mA0mt{LnMQ!cs6)zrY$k4W$oOdH@
z=%SEa$&D$0Ss82a*E!H_PuB<|7)cQZOh4CKarXTAsaIF3Out|v3wMBV>_@-1bEldI
zx2o?Qil#|@_z>d_2#HcO_O~6fPRN--`}%pFzIWRt&f*_^(5`{uOgnP&S9#cWL89dA
z17)XQf5w{*Uv2b*#eR5i;k2Y&cmM)jQWN1%=D$kSo^WnKE%qS3k;B?ge*nNaGdMAG
z4`|+J&TNklay2t!9W-$jR?14-2ts-@HQ0;aN11B7e=Tx3#VoATph0FomXbcK+AmPS
zcz=5H;ln0?)m)<b)}v!CTqUnUGhn4GFIrJ{Ha#N-A1xtoQ`C;bq*iLt+2A{sfe^s}
zdNd)8wiq;4gRpRdLy-Gru*E|9RdHZ`mO{9%a6Y0o?g5=t{e*z?UE;u-mlHm3A&w7z
zv~N<TQ^R<^X^O;P^yuRmVPC@s(E3E#FHzPnW(n)%B0;x3-Zbr7zTUEH*REEdVp=N}
zzdN#H%8ZVe@AQ#-e$?%6(cGJ7OET(E2mZK~YwFS&>?wWeavJ#WC08ol54tM1(1#SI
zxzC@6evL(}=eB-$hZ}Miln>)9Y;6PI_T^$rmtO8AkHdc2f7oy;t-`KoNBDcRy7J?B
zzc0amG}*E)@(?V5gf`Myoxb-KxrTDiYTDO;Yc0BV&@@B6(z|2nc#QII&wWUo{m}Md
z+>~B+IzwTH$%G7hQv-EP)B5s7H0^1y%o_RCudkaE2$aGDm1(_t*r8P@u6WAna7NgP
z9E}su_`b6u%@gxzm&R4Uyz3{^&W+65^xn|*(H15YHWbB<?vuMMIw`q}8#b(3zka>8
zu7M~0;TreVYu0pC7XK(#)!x{(4ZJ!M?M&48i;H9LVf)^F|2yZibZHro0O+;GT~=Ck
zv#K|8l=U;9CVF;v<Sn%J89D4_1Dp5{+k<!lo7Crb#}4=>&>wv-Olpmp-{o4eJaxbD
zI4Pp}OPT|L+TCv_CksSSFCq4HU|^$7I-I(_w4{mq?`P&tc9}kXDh+0cI;MYqEGd(9
z>*CHz0KUIFWe<~le49q@{k=Y1g$^xBSW*z5WqrZRU43ZPpgMY^`Ub7Q4;Bm23AnSy
zU0qEr)K0&vMn<L3T&g*~zP=7^ut)M^RQu$QA$lr7`Ux|UZA*#wvY6frAfuPFS!EE?
z0$Psu?xW#1d%0!a(Jd695&c}O?b;DPonviGc#S|oHK@s`Q#Uk1ArUM&Ig%2~INOVG
znwT>)<_Hz&7amEwvcZ4j#zH2h6N`JDI(1gE$<uAG7c}FhzjpGSJH2u)EnK*;5PJR)
zzA$kh;Dltvrt@SZNGkd6-QZ<WsPIJjA>A!yb{(87of@kNf<Q5c2gV4_xqiH(d%}UF
zF$14{U$QSr=Vb%nD~4;mzCNWMYY!X?8KFEo*YwBtLr;72WN&f{hWyc~Bq{vOLPY7+
zT0b~dT-+(WN<#*;Ra`~c(__w)U#R>io!%TB-Tl83Y`E?T4Q+E`@|9L;1HNu@-P3>3
z$0<0#(OLN&ZWtyA3^{(jh|3P;^*%z|0hFiGNyj$#{d>2NGL#4P9-Gu5(`A-UYaOHJ
zpFEeRbtyUQZ_v5(H5k2BWC2}B^w~<H3Dx|bwvm-}i9{_c%m4Us3;2A8e0j=|yW$Rv
zFB(^^KmV~ZS=V9FoIwi~81bU#f!r!qvSTn}HCwja#OF&^NUd765N-^2anXZVMr~9l
z=t&s>!(uX$ksa4i(CPnglO*~@dvbAU9N#+(8l-rf;I57n6e2HIR5z^TDvF=GPcnn9
zl(Ywr{D){$wnhb|xO_kVENiFdlqQIwRTRj<H!tdU+4)s+_zCg%0B{ZaW<2(YKL!}~
z&sczeD3=j)b9h-s2W3Lq-6ce2<ML)*b}YO)f`V8XGx6UcTf_qP&?or6ufVvpu-C)r
z$*n2IZ=t^2^!)kr1#ehiH{fh*L!b;3M#@Louu!g!&3_Z2|I@76Qx?6Pqc?Em>OE^(
zT-<x<gifR2`6x`*)D4EK&I3yAr_~7$sst3@y71|;K}11|xfh*6n#zkz_F_o$9|XTm
zt~TB!dJ4M3PKvA7uBqTo%d`krtfYPQ;uaWjia}mpy{Tu$yjvPQ?vyH2YfS~*<P_fY
zzsRSky)Wzd#0$MmDvCzaMQO31X6&L=gte7y-k4Jc6AL;}7DHDZFG?F7%+6Ocv#!hF
zo4583T-v0DYCXg3Ii*GK5L9F?`Dh;az)rM9#37j14F-C1=GWdnyK=?cS-K)!-S<wm
zL$?xLQ8$O#8TYna7gFCL&SgW)74L7eP-0=I{dDnb1JQn*ng~35`gKUBoahs1tDe&e
z`T`?fTe>L!VcqT*Kd+9dglIIczbCni1Uo>2=E3%P=YZxPWW@-dcp>55*P|!w`YwE3
zZ}5;In$4Qcj42Q;Dy_#<<YOH!;HuzfTx-aM1q&C>XFNKsVBz!5*~-z<)aVL}<M#Ur
zkU;s;Lhy9oiVa#F^W7&Gms1$}s_jU9n;EqyX5Y@84)5Nhsf85?jJyKXQpl}dee`JD
z_le7PcMjBNL}XK$(`)P1tKZ87!9nn45j?VCw}JuM%aOXU>k114n|fB6`7|QPD%8u6
zD8g$@E9>o+S&wOxm2>&;TnOLOw>tF?=&++)*G+<4NaQ&Z{9LQ2XTF`(NDxsq73mhi
zRJ2Ved~`U#NDZUF2{ahVX+Ic7SCJQV=##l}mq^%%JV7ax!0uW!@<*u|Q_WL2sN0i%
zZ&b3J_cJnkj#T;4!|gH&)$B1l+fY!9w6un->=HKQdvH2fEF6XU@``U`*JOQxB@?F|
z4^2IZ{$kL~X**bIz}b0=hx^QQK;i{qE_4+?@_Rh|_7$6;e}@bkw$A1^Q)K~WlW{d;
zg&Df8Iys|8X&4-38AvQ<;XVHHl1dv8MyhSi;<9h=$40y#=;QudQQMs0?c054>|dfv
z<dI_%S~x+}sZ=dSPQc>baa7ugliee}+(79NySQ*_mq{0!f-DWADM-KUvot#=ryY}5
z4%DUgdHGA~tgMqdA}n)CoS_`Jk^BES`2kMSsek|e7c8E(P)M$^WgQL_^`~LA%lDpk
z?)>@P9~@nDu#zURBL;+osD>7u>%)q-z`%LKxN{4pox|K?tEG=PvL*Rh8(0NG`p<Ap
ze)9XAXO}lahQ0V+_(D7X*lnCtpRd(!ZKz!1%<O8Q;R*XtyZ@iEf#f~~2_BzlpQpS^
z4Nm-VamiN@ZnvUu;og714$3x0Cld7n(_$;)m^TvJw6VB?ku0&fAF^W)J(w@fQTp>H
z15L4nqeY2%P!i!MbDweG_*FSdp<q!fDn$V~B(m7HrlWDX5E>eq`j7rB49>SUX};bG
zYiPhUbbc6rqiN7*bG8v{>uu&QLj7-ZU^=Dp?e<89QZ`i<Ze1}2eN4Xtr)c(uE?#`r
zeBA;V>AC=2Svg19e>s7@yEw-NNubpJQj~Mene0Dt?dwW(k#rT9jyi~&oKRsn*pgmS
zOXY!q<?L5TL>@IYoT4!5*%M->(`jTPK@FYe34!0*=o0kMJ1hSIi$5!fSrQ!E*O|hN
zo_`o!gn`crs9ve)0i6x{toQFmx!F(pdeJ-6$YmoEJL25wI0y0wZbsQ?<vp=#VD!VO
zUzNX5-btCi;86OM#)~^y88eH#xu1o6JXt!#@#E7=ZZUT$?|j`c&BChf(mVL&!>P19
z+7Wu}9owy!B<AF_fHA$v0uKDJ5>UYjiEps~D^|Lp2w+jSQkKeFv8hjTi85B9IH+#l
z`sSh{8#r*_@f(-a)zy1=ytUqI;?rCqdPxY<Q0S<@=wFS8kiK%QH)Q#J*IwBW{K8h5
zZ)oac^8I-YX~rq<qKob~=h@O7wHq*?CFK4v(gY9+&MPgNDcb{6o%+dfE327Y_3b|{
z^vTbPj*d?iO9(%#rGp0#_H~cA9r+Y>Z+3(F^`jnMD*5opxp=8Tu!V#*2_?AlfzuE+
zuVK6k{iZ!KYT5?si~j6Xn#o2+^N7n#10Mmw>5U~b0Db_Q=~cwC`rnow-by#i@KjOA
z?sHpor4*H=$c4@RIc>1gH0w`BJ?(&L_lQwLKSkL_7*e_2xN$?#sbbr?X}6mcvDd6l
zxAi<`8zD38`TEw&4YP}}gGAnsN8)uqY^ZwjtCky-&Ji>FhNdb11wpPka{qwNAI45^
zwE=5FogBEp5$5LUIX{rVo?TvX{@#!COhYM#S+rCXB<(n{>@-Duo8DveH)GV_7&Vg*
zXL&4Gkof4-jPyu*gX-QfJT>oFGffCzzM)1jXXhM0Qvq9`tj3@?2eCoJ%CmCDzwY%1
zea5$h?n_O&bg5^xyB8myF?RAzs;+tp-WZz4)`mDG54|{&|DJW=J3y3`_g!p^d33>v
zpIaygb6BLmx%R;SWul+<xe~x9vyLYaE>fu*_*S5^es}33LZG!M>c(VG=16!@DC-D^
zh|=@R{)l_29bPZO{&*8n$07Z0)1}KDy)4l&>c$PVIAU9L&^Cf##a$Xf`rh@L_o{>Z
zR-wSo?ELxpHH4VI&kBNFMh6S%Tw~C?)c%4VEx81N8x=g1_}?zxp9sLJtKE@-DN`=f
z<@BI;dI^jSDTEXv0;f6fe`}1j-cJlS*^@a;eUi^N`}ATns-s>ho`SFnh|dT!O!=l9
zO|$=#LBj=!l5;_u+2g37A(7WEv0^ht?YNej%LOS59c*%1T5Sazi8DfE$Ls4-Ei5g~
zC>_>TFr&p46jpM1aiOjlSODl0M}ku5{{JJN+->c$yc=~-&&sfP6OR_u(Di;Br)Ozt
z(SwI9N3HZ*in~?UY8cjH$4-vOiFfQ`oWd4kaLMQ%vir{vpVu=oGR$n0lkw3}dI0Ex
zp{8e005I;x8TB%1*TG&-DHE&8%=1eiWa3v3kJDrF@@7gL${;{zI581<rT4~)FRG3E
z<W!~ih77(b($S~CwRSVH+G!Vi5%hE_P+eH%Cq#x<DZdI?z4Pc99Nz%1eP*W#LzzK|
zeP+;UWxbJ^l-AW)YlmG(o4@n!Vx6w5qMB&ewQK#4A3sWZ0R?f7C0|^S9_=ZAisknj
z^_FORMS0C67=kVV>h?Yo1IdabNO4Mg#jc0w9Z&QLKxg_3-Dy3#j2qmZZ{HQojc4gy
z3{du}n)ZvJGWR5Hik_z3q)Fn<o3&8moyKkMW=Qd*K1|s<yX1U7cVv1Va(O*bb(R(v
z9Pe{5%({~yrBC%=A=E@X7zzb=)Z6UXb_jBZ=1>`z6a0^IG<J%M^4nsEr)U33A&izc
zh8pR+5Nu@)R=yqTzusccn{alX3LITl&U93bRhWsUrZBg<>c26^keRR5Ubwr@+$}VF
zhp>2z*)W4U-YEf_UWlF(1}P1FxQc26nlypeGP%em3c#G+uT}HrN+kti$kVO^MD)ru
zJ+kNz7X{K{{dM)4O+6T{9PoaTs@zK4Hc7GCWprc$mJza4{HdKCdhKWHyoR%ZP0c$;
zXP|fEXUogF;y3ToxS8^MP^p15td*BTE|k{5D|n99Xtz7MfclHIC27h9oXBBtsnU4+
zDIIZs;j=)xlkXsW7wHDNVDq^bm=$a6+XWv<ca;Eg)@615V2imqpp{O@ou+Tb!^BUx
zJ}g}F9fI|0%VQ0EJbl`<UB)5Ib0>;=)to;{OY<O{-#$8ZY+MyDMQGD6HeCan6`<<t
zIsMMICni*S7^*sK6#!5mw0Q-Ojn}xpe;Ba_nCI+;3ws7Ms9Fy5eSzJke_^e3etZ9*
zcD{4Ig*Kof>qtFm>ks={AX%14*R!fXGt*N6bF;KOV(Y{!`u==PL;WXN+s%WeLgNCg
z5IY{4AZbT;<$K`3ft0CLT~VAbIEHlKFv{16pAZNcHA*{_f`I+g-{0o>)+Gi;REJ5i
z&Pki{D?yj0in-|aW&>RVef>nb;vRINYTw)*9IlJvGxx;{=Z8LG(;zZxCd<%bFq5uN
z5hCbn_2onnG3Z9P?d`izRX|bZ9Of5}tf(n2>!*{-#~OF*)?h_>VQp*#?uS195xt^9
zJ^E5{bIM}(+1XWtdyGA36aN^>_~6Uc`1tI~R<^G_m!b&+b=}l(PjWdvz_o2VWA1^h
zieF&%Dr&+x+Xd5mBJYTI%esZyQg8AVFn-sJNNpxGc4^_b!R#nr9w+;$z|qJlhloXc
zlr~p>s9mJ~vN;jv39}!q1_-fvps_!-Xxb4qoAwBiTg$7&0Mj9&f()9^{EHX+7Cnuy
zwxu>U5KuY5CZrD$7kBpc|CtHV>ydHQ<C)bQ*vrM2Z*dSDPrB8YzNy4f#?X?AtQVcz
z^extBsL}**c3^u`l4Kaec4D$)X_5i(g3Wd)bOV5@Vwa_yufVF@!l!@<B>)wheH-zw
zynN})rg4y!R5%nWRjZOU*}tIFFh9(&CkFA({(&uE{!UsyBUB<UK5LRz@%s8L)={Fj
zLZoBt$-I4gUxf}~hOT(4{lZl_B&{~<wO({hN6l(Sk&K_H7dW#<pa5n$7rzkFw0bRn
zx&N}{j4?}KBg8|W$?bCD*$_6^navE@*o1?={y+&rQucYexCSF5aX!VM*fn6&2Gi`_
z(KJy^VV+gX-Tx}d3lW8!(z6q<n5HI17Q7R(If98yA#G)zmzSz_zblp?ODJ8Zd}%tn
zzJY!Cty$?|wOG@RdEP-f!-o-daGlYw?^&^;{6%X{I_f4kz}Jh&DI|234)7qnDXB9z
zSN!<eTGpFe_geo0o?h1b)|?yy+H`zTM%A2(e2T+B5*2dg=%;0%?ZYN_*Vk85I+aAZ
z$3}vvHGZB6%oaV2_-_G5dmtu~I+vX&xWZ<36Vv%Nn}dUbMxV@oneqcU*yhV~sND+T
z0>UO=Ssqv>LP{AmnNcmo;eZlCL`QUQuv(gI3jqNED(5CNpjBiC1`s+#7Z2V!2=0>y
zbW=}R%xmU~oY>a35nI(^&+>oP;+EDb<RNJ`X>v5<7VQB*q8Xsde6%YrGiEqHibEKB
zz2WVNbJN3yIsjYS#6mKKBGm;jGhY5vJEMbeQnE?2`Uaohf(MWCh0=OXSh9>Ce0GMz
z6U9H4SPYysq1(YPz65N9bQ!mrDzS!w_|MG%3ERtl%1%kCOQ+UDzsb2LUek?Y_l@w2
zjA0t<vYKM94)++W9FTs=A^53h-Q8;RcSvWSJ_1W6Sm)YiV)>J?a;Oz49Y-rv4De#>
zwgXA158fe4%}G#0gl#zXS5}C+x<UQt=hZ~qtk^y#47AXE?ozr>kB?8rWt%Sk96IjB
zsSa40^uFK+XY$2zhRT5D<xMLqKCMVUHmbD}HLK!STzdbBa_HTC1st<<U&Zkj_Xq*W
zgx*~bR;|zo)Wf#oYa8K9wh3l}jU@Px(cOrG^m$Ax<$e&T2k-#Cr2X*?^Lm}Des>at
zvK!Q?v+d!r4|?aAea1^H6Ts;sWA`up*f*+zjV;BZs`Rk&Yy=5lXG$5FH^LII;kWGK
zuU~`sMVE6lt{t|%n<*VJ%5dKbE}nZ9Ex|l#(!Zyz_~9IP8G5d&Y6u8tqjbuln6o_)
zSCCrV=jULHBf;fM21ku?(@9H7=`nLMkEH6yl5sh{cl=<hX#;olR#9L%*84W!!=rHm
zEI_r2aP!Hc2+M!>8_6j4roS29W1UF$DqLJQwH-A^{inlY&)5w`0#kimGY}579NXg~
zQxgnw5Q-_|3b?(1x}Agn49xE<B|=M^SBsY{shh(V5LimyvRV#iz7AVc#t`OEb**II
zf2N_vI>8(zdV#_mHWA6RgzZ_i3W}<VL{NT)AiX2)40epY^mrX&8}%HtSxCTFUApwc
zBeAOEn-lr8vP1Rrsy~_phOLpki)t$nsp+419aI$p|JHr7ot-b}m|7VUePg#}nJ^|*
zzoWT<+$M@a-<T_`$(IVwDC5^#DpsOuCP-uEz0W6Tl$2vaSNDM%;6$RAhet15Bc2Jj
z)6$Y)Wqm6|9nw<YE*OHdYQuCHJZem3`Zr`knGMo9q4^XTLZRS+H{~Rjyu7^Ak6ors
z6A>%Du)_L$KH{*2U0NM)pMnJA*5h9_-UaR7-vG0V;>hhq8?3%pU$yHr(=%^Rq4$t3
z@<So3yatP0R=*IADCn}`13opusH-Bwm;3C?vK%>bSXDZjV*AMRImgF#uUV^BTTHm9
za)xs%p5p4$r?S~(H1BPv!_D^=lezrFdGbk39V?O=1!btJs#;9?arOi|Q9DCJ>!Nbu
zL||qqW`8}sxk@tD196brvn!Dimuu_^e{6j`Bhd?hPrIE`Eu{M(>cb3e)<q_%!7yhN
z>`uRU<~No_l+C$~iAgKQ44nfwk_JwyEwIqnNo{+4(6Oe0ee&y@Nl6l1o!LNK(U{u<
z0gw*iOyXa3S*evF#u)i&wklZP<tu53+qP{}DBx;WPndIl!W6{q2<j9HXo%G)<Wo*s
zxxD{ger&gYnonek{6lJ^G#?5*1VxHLVnvuVZ0C>l%<FVw!Jg;mt0|zLUbSvwcj)sU
zql~o=l-UIpR{euZH;FH<els=ynuvazsFAB~Ni#rGDMV5}Qlp=!*{gqsVLqsu6Q~LQ
zn(lmszebvFJ8akggNv`0LhOW2&FT-fu@?`2_0RwCQvX-)^Iu=wdb1rTtq}@VmlE0x
zLTT^by^;;-QScZY{RuLvkH!ztGm2mzBB9RyZ6OejL;u;jm(crm!)Yuo)#%Hm`a%xk
zcFOHbAjI55(LP}PNQPA;XN=u$z`%jx0xkb~pz;Re*s5fRMzd?%(<*?8)UKEoz0XQp
zX4*19g<4#WvBSu=6%p}OQuAT97w_9|;?s{)$EH4v|KstfTQO(66lNh_D1ijw1_93M
zw;$C%1^$g&x8$rYzb#vCA!vze++I`j-6`j!20*ZFO--L2&hjCq1uAzPE%QvBG?o$3
zj-y})!x1Fz7Vxg6_gvl1cfLL880RVAG7@(I=JvfoS=Hv^$Q3k1g2*i|FC5-$*2CoI
za!0`&Pm<9I{+_WVayb<RXd0lP8PXx@^H`McjT<*^1FS%;BF0+=$cdK50W;UGTW8@t
z3AQEWr*w^GZ|FliRI+yI_dq@)z8CV)><v7qM&S*Gk)ql`6JH4MJeb%x5-U4wUX`q|
za6rj{d8DSH*sPbJUcbKa?TQUW<|9UQ+F>oxhje$fa0CxP7u0d&Ug0Md&uRaK7J$)N
z2fC8}{!9D;eRzsU8_HZ?UkgS7+F;RxslVyjvu6+D__!SfGIm4&iC~zyoVs_!Z-eD0
z{PEX_R+(8~=x3P-V}S~#Q7e$c>y*=T9>x>Cp<ixOKuu0@%%dFk%VY*y$<w6`Sxjmx
zK*Ke}Awb!yU%5uZep}}QWuvG~zErH5J&A`W5?^X0spuTv;6sN62Hh^N0snAzMWu;g
zC}26D0{gOFxS5Ki!Oocx^_)&ip<pnI%M4qnqq~Gzz?cct&4M(ziojb(6yg2mZM8H5
z{G|9t-2E!`{HT5Xrak<|TPvjhQ!69D;bG~a=AC>#IRI)Ar_gS@U)r8N4SAA=`TNao
z8Gc)MAUraBY;-HRH;(1K#%YW*T3{ljFqg0b>NbU9?|>zZu2lZ$Psws_K>;J?=+zCg
zB5u*>1jkgMT-t%BIrl%fogclxnDI_5moxWXw1Yfv$HJ)C9uhQaPj9Q!1sq`5X2*^n
zb+ucx7(ZuAH{FFs$~zGuGw#SvyRAFBQIP_A|6I(N?X$1oyL>9+w2mm<U+8tT+I{#;
z1->M*>QoiUN>3G~s`ukq=k+lIIin)oXuiVrVR%61MKgAwJ~LdAwEI%@*3Ds(_RIMk
zf54JuGg5Qp-d|RQh3VpH>9nrHa}QKksM6O~FtK(Uo3Nwpr}E?b+h*^GYw7-|_p+_1
z?FUZN($f!)e6r+naZtp(kz9p_NO$)7wQH|EefoLy6^e!L)c>j9I!5N>@$zHDDMe>s
zG1kXM>hyBGuMpn|Sag(5tALyB_4GKGqDH5Rb{C;HRLcNpCS|`~TGRe#RKrTALh*-j
zXgv~fxS}iLp$w;#J!swOgpO{23#Cn>7ecSw``);j?jp+7uAPz-<M;%`{yNdiSZIQh
z%v`$C7u<k2^xO~re|_nvOY3Qu#{HtN`@VBoD^vyQ^l@u^QZEmuX{bKTWBP`z$+pse
zEi@VxTC_;q<P!f+2RkJ<*-!s9f8-dfN4H~;wJy5CMW2n$7<+a|Ou?Hs9V14;imWX_
zZXln&k>bVByU5jYcdrdvy+&`gc~nwo<tHt>3Zl4PkfbscU<lvM)Pi|_Mcx1rYulQN
z>v&t+A*u1Xe||682DKbAQ21W%V-rkm>@#TXq*)g;GYgju)f%NQP@yQgGD?f5LDq<{
zC8}xHfLC_K1M}XwY1kXnqg)f3m$oO5>M)sPW*Zw#IkbcR#`SK`5~kBsz-7RgGgEJv
z<;h}+*T+7)5~&Y5P=}K`lgm=<B(0Bj(>goEG0w60=9$pYt1o+Kj<cnQo%7_Z^3+PU
zRhe5<)z6t8)g1K=AxZJQA50@7e+{6*xE`}~Z-;+aTJvg2-N^GIa-p^okL*p(ThZW@
z50*eAz$)@UAUI^rppYB!cHze-eZ^UxslI!}4ccNcn>(!l^WmU_z4sE96?7a8hBnJL
z&RLHVrv0}iagG{o1}?R7IZlR0+a2#$q%5imt4s$c&CM3G=)(2GTs(t)wkp1x{A#}g
zJq;$xq6ESp9gvAgPD;x%u!_Ex+h?ajllFiSY&)(IDbMVQ8x#H-e{ibQ{ykI0i#5t_
zU*G=yox%1Ke?VfUR;c`H_m4kc#aK42CJC*XBH7sv2E&FFnL<4+E`Bs4VE1k{g@8`z
zgJsI3oBa80B#YLmKk7Dkz3!=s=kMOl{Ib(;HfNyvN<7I{T*_R?WqI|NFcw-FE7V$_
zZk>Ni5c!2@n2FV>8|pD42l_>_7%o-F>VjM=qmHx|2@f0k{oPn-1w?t5Zrv7l>V=m5
z@M+K5v9`wFdbCj{&AWFg?TsUDbt-Fht)zBb0(vW@>lYdh17`{`(Go<{;=}E%<wn{a
z?8AqVQF1Ou=jWe0&aC%Y*@bkB{K%?!y14%4c$NyG#rm!%cB9*bvr}RkK5G|#RKM!d
zM-k3R)eicnqRc8|iyDG4rv10So;mf7{m!WV1br<o)E@oMZHrmLOPuD8W$RLBY>4c~
zJdbMcOeZ@#CJh;yulwcU)>ab40_Ie=Y}tx7Zk@4hb4t$q^6&E%gTOB}aBv{j9&uUq
z&vAb(Bg5WpzaK?azWWvToZf_nD-;8&PM%u0Zn(>6wv)95Os-R>gJ=0d&N$`VUuwqQ
z4Z0J0s(Y2e!pV<N=oin1yJ)jB3x!J%PMuJXTE{`<!+=b*FE`=y8p}L$u5O@C8y0_=
z$@b|GGi6nbDeN_D%ASEHx(ibfdp+^uu?QLATM>7AMkD(fq98Hc&MQ@U=2NoIHK($q
z@`s#zst85H;!4uO(5ZSx@$}Luzoo#UY9asA7R5kqI;e$fhaC<Ay<@`h^=l~bfF$vK
z<m`Y$CzE)iwRoeqn)Y(lARR{~v}mgz<VHKh5XY_ly(v=5I(XuwkZ}FSanscIFL~Xp
zoD8GI<=<oP^+xpJaNeUcxK*vq!)hp8vt!yyn8<JIEL@C%J{BWG_Eo}M*%z0b8ncJH
zl$DMk8I3JIMd`zvYz#<#D1a)l8dIRz$X+;kuQw`itVd>eItXE}D|)PDAA@cp(3g`Z
zl-wd9lM-(1=fU}#FIibvTYh~RJtM5S1TEy|=E6&=SeH(H@}HW%l@IQefLO+_tFLK4
zw3_IVXb`Zlg-8S?AxVx6TKJ{`;PToxCf5Bv6i~>3+y=)db}({9#z)a}IWv|**J-9D
z$Sp|njz3*Zgey}S@^IAKzfx$hq96?t4+Nxu_ES^E6v8PSgEyOnOpScAoMVGxEc{W7
z09p$b3VwiExef7168Yopeg6LNZadl$jt=i*n6!169@d!4i3lZpD=41BKx+d_y_YO;
z;+p-^3ad-U`NC#^oagV$%}GkCjXjKayX_V5SWuj~c4s)Ajab^*R8^*L@(=&Qk`l0e
zyIt<`GjpF|QwY7ckWM`jR5{gW^tcdQoj5E$Q|ONQ{?zQ~6mI&_VgJU$mBF&!hqG3D
zwkJG}4MA^r(;j+ND1O)*Wi7rzH~bbkTQ?zIV-P3^ybb?Gg6tXs3Ft`;mwlf{OnkGa
zPoHKs2u{`$4FX?F&Z#2W<?NEL9q^!S3l6S@6?xI3MG_k(1Q~Gk{aEMWZtE>wlp7$w
z@|obh=Wt?X0Kg=nhgx^KPmryo28mj7$AiPO+Hz;q7dXXh@>1nM9+I;_AOvM)?u$02
zkVHa3Z~-V{Vrq7^@l4EG9$62(y1J!owkl%!|6d*D-*^6h+*beVc9n|<+#R8e!~fkI
zt9s^RCwWls{sxx*Z2lGJkDGP*MzeM%e#J7LV3-=T)_>LgUwiskMK0?;Z{EB?pz!(+
zI}%b4bN#U2>ndnRZQ`*oWgyq=Re$&U_EsWo!LNUM3jqo0{GWu8g9JKgawFHY8bUDp
zmxzNBK(W~@XHTL*ktG)HaOI^-0|ggFKE{eL;_^sVLM)}IsOGf6j4vaGc8THNU5MNE
z#l%brzr+b;$;rtpEsm^)S`bVgE}1#K>y`LW^tLG9LR>S-cGo9oV>4rE#ZXGv%)P?(
zrlQ7kOcF^HSgc|YM?;8GW%i@ET1cAvMT>AtJUl=HjW4A!yFWAi@`#D%!}J$D#Ua56
zzTWY`veoEm@;8t3mo1zk@CK{Te2Q+rsP5z@NgM*4XDz<y+BIv29QkC$eXWxKOmygO
zlYPEvODY$UTH_>imiFN~MtLIpJ}gL~?45dNZ(l9C=^HGbo*nEIgP{IkiCl9Mx-Kt$
z*YS{ZrfV-rwv*%B#EU>oKp5#21su$|9?tS0|K$L?(DafH41#w`U?^<Xd&z)dMYERk
z57MYtxA3d#WdMb8_5!p`*FT!G8t)_kk51VB;9`|frmT<{NSHXD$UgT6{i5i0F_`RD
z6GKjzzgS+eqJ~JsX>iLzxE4~x<q`6>+VTE`FlP%ytadb`M7$1Ex=;l@+%mgx)#1PV
z442F%DCdm{EJv661G(x{>J-P67GPz~dQJ}o!4}=+;hpGd<#;*D-{AgPcv2u*Yg3S~
z!}x&1K7b@N&T7*_%F58tcuaiA6f~sa<Ii-1lh*y?nJC`%*C~faWXS7#`_w}{_6I>1
z=1FKH5KwA-8QiKN3<I_yt6$_;E8%FlhNNOB6!cNT)1lYDxgd+RQI)mWmp)y*?1_aq
zYfm`FtI?nZHU5fKXmq!O50LpRqcWB1l>BCoVuMbduF8Wa#eoofHB-Sa<`w1*1y&jH
zpaSABe5xn_&{-d$zm#nkHT~ksiV_(F62XFez8#hQ5zlf4<W;`Eih_xF9l(IUu^$`C
zFix36EE>NBLgP38MGP8|zMb9z`dJTbXE=(Ip=bu4V^5))%tQ0Nh8XWHrXVG)eTo7O
zODvhq%_?v?LwJ=QY#nO~aPBqf;t(naGPZ%)QhcUYI><Xyjs6|&#)9J-6Uo#T;Y;?S
zl)(0mWxSPJh}|3y1}~G~Hb4*S_YO45=W=BpxHMM+kv8!!(U!xMj9nm+Iy;UVsaR;q
zQ7VDaJr}%8UXVoRdF)KuipsLd$XN%!&&F$a)ZSA!1GzyhvQwO{aQwR4NC|*7(ouq<
z;f~EQ;M0HTomu4NMT*>rb1z08wT!s$lfzLl9~}tecxpmPlm2)vai8qZ;}4dZ<nk;~
zSh?!-M@Dax#np5xs;5i@w4nA!Ee#Fpj}GkB`X2QW^hH@{hI-7=^4UMqn*ut1aLF=9
zii-GR)L@e%-gEl_bE-Iv$Rj}HY9&khHOu28FkrXv+_!gcOQ%Xa6JhQWc|-tIl(P`x
zaE#+~%S>otBI7Gv<|w~X*XplC_I>!g1IOMN_ITa={K>B_yPPM=&O7FK{1zJFb^{0g
zBYf$5(lVySx$)uYm2y}di_CAgEWga!;?{KP2H)YFq4DSw&L}&rsyFL0l$AHetB$-2
zy(&2QMDn9Y=bpsE4-Y<+zOzVdR7aDP=yHJelBG*`^rujEH&EJCv?Uyuuc=K@9o)aT
zXqIdNav+b=`K608ALHOGo&L+q&t?Y7IbwhPSsaStnFW+_5)?AVp94Jn4io#$|0Ji9
z)iCB`_7&o@&}oftE3V|gYC6P#2sRC&VLd;v$jV{zC$wb8HK+ZO8wn=Fi6#5=lR}Qx
zQsvTX9HV;YpQp5;tDP|Iy2O2GR$<?dRx;9F;Q#2ps9csK_A*iQnrE@JT@wOWFyLy#
zhNX@^SFgBRwO8Wg7lj4{?{yl?(_31jSrH(Qs6y|OkDJ*H62ZPOf72zIv5rC8$aVm(
z(sbe@!Pm8~SKaOAm{X^&1A`Q1j-M-0%Uu?kuoWWj8{;P{lt<N)s@no_&}UYr+Jqn)
zpd}g;;f4xjDosrXfBAd+CGwarU%xq#dqS=Q@H&A&gpWS9<?wRgqa=h<TTs>12PU}=
zc6O&_XXf_Z_P=8UajPva*sK)bRiYrJAZ6dB2xRL*-l@tk@8$luG4u&1pu~HH^LLF^
n{~f6yQLoiM|IZ+Q-^zw3I=$3M{Yf|$g~EL3NVAiJr>y=r06r=y

diff --git a/_images/piline_solution_adaptive.png b/_images/piline_solution_adaptive.png
index 57a22be41c22395e16102730ff5d5bde60a016f0..a74a3e79f1f40bafda3842cad9045f8192cc88be 100644
GIT binary patch
delta 24130
zcmYJb2UJr_7dDL7h6S(!QdOEtmtF!YBGLuvRch#nG$FvTf{K82qy*_DK#))a0R;i6
zkrG0HfPhE|y@U?`#P|EZ@2=&#YneH7=FIH9=h@GGwv_Rs)8j`!g&Z;X3Vm=q6}3x!
z_wL=#bm3TLxXn>xEE6UW{^S-!Zy+a-v3IyY4hS-s!nLj}Y27Amrb(UiBON<tYVhbz
zai*$kbD?j65u)}vs<>Fwa_&LJfR%Zz$?%!Q{}zjHsMgW{%%neVe@cNh=3LnlrE{Oh
zk@ruk{q4`NbbkfWzlwM{{C3Xg?oLtsz;NlqGjw!xd++T<A0`R^n)u2<fV#kH=<|j<
z|1L}!PJjLPdtD^$_l<eJfPA=U1OHg*$bvn((qL#a!=O&rrEux4{r3(xRh{>vFfiG3
z?v%olr#v_3rwp&)N#2Ozw{=~;f@23evh`7Mal$!&9<Ch<nF=jdu-_kIcD`9Gy6~t9
zWuKV4k@hz%pN<Zq`(^$M!@{d&Jh{G_3adg;+oQ^rOKyFtAGyJ~Q*F!}s86{roR@Rk
zlL@@+;BFZUZ(R)=+|Vxm7P}w=WkiSC&d8o9;807n`gB{9>X%S@T>uQM3%5zV`=xpD
zkppfs)a$P?JDwP;IEW$g*Z2z{^lbFlqHo{JdaQ<OhDI~RT$9qTAEl$alg~ps^WSA(
z?PszdDT-h3gp;@s;|Wh4TI{hzr_btT#Ew8}OHM?e|AP=U@GPagzfV%utF*CrZ;TPV
za<sLo`|6X*3wgYJt<*X=-fj48(V);K0y#s9<;`i$rXVGjR{UAP$eFiE7?xw5%<yPM
z40I>FwaPMIFmX<s8clJ4A;9l18a~Y*e_6&hxgB_Z+(>meP-(iuN5$8_%JPP?ixq7d
zU=SU24XoC&NjBEbt?c;|_M;d%1ebMcvx_VF-&VaKMuSN{$j7>~WFnNT@#9aEN?K+Q
zD$nq@S=mDG2?9sJ9O+jf+9YjOnJ52J;$`Acl{EvU-TU@SpS%KAuWk;3U7`EsUet2s
zSbLYWLDXVE8F9j?C%y^Y|8>qz-Y8gWo3QOtUd711u@yRZ^EKI(c1U-sz?+ZsAz@6s
z2<IMWtmja0w_R;h$pqGx6Qz{fKVz`TCY%GO4PBOjVsKX<c}T<YN1J4I9V$%X&&Otb
zOgg*CR$7&WZuzW*NAeP+2`>J#9>IEhZ|iRy+*4MVgtvd_TJ<*p6VQwEBJO@mfg!kz
z1GLK6TZdB+RI_>Ez~_@qLwa>8yB(Vyi=_&bZf+l?HZCw;G4i<Ct2=Mo2F|<}hgnDT
zO+uZ2De5?R(iu$XET$1(UghRldtW!k@6yupV*}a?9KZ{%<_A*2xaMpPy;JoOeBVB*
zv)h>*sIIUmMIHlVa7Ws#USNhfzsJvi_Ne_9g!}4j$I#&)Kd&E-Yi{iUBd+#?EvcSs
zaU^lJ_#y`bzfTVOeUCH6TWLd&BN&ajsP1C4cLfOjy72p!7IiT8zjAn#JBwC?)|G;%
zn$^jiT`}3u&FdcIMGOp<fBnE1MfLWfJs`!4IMVG#pZ6!Nm?f~Y2p(mV`r&j`Z<N5E
z$rbS{Y$?)4M=zdecggVP1fxfR^Zb_Aq)uc7Cd?OinWKWIcKadGlJuR{4db!udW{cS
zG0nDK=<nFu1@$A<kw}<&ueP1%sy{t=c!uvG^*@W6HnHwE`A^@PlC|3F%T|AC;3^J_
z{T#%{#gmnN>KB#P78hj(N3KSg|B{cx%$FKGUiann{%5V}*GXrd<_dZRKB1omw!_)(
zlHy9{He-d-`795r&{6D#IjcOyZPpwqp){kbzYo^hPWdQfp!;EQJ9O?r8<KY;oI;$e
z<WrCK(*HX%a1xB7OSkoXM>kyzqb4tO-72~%S+r(SM*HELCs=JNY2XZuvn8O8T5ZPB
z!XB_0E<mEq{fZMD*P0`K^kayGBy_{()Agc-us6LJ+JncG|IQzm#Smm;1C!<*1nenj
z?}J<FWeW4R3Iuz=y1`2fii9iG+-VanE63o#+mX0fQ(+_E;es%JvYmUQRD4AIkZIjx
z1x-Jf*7uyr1OCY+Yyt5NP5%MkpuY<C0XSUD$x5pihjpdU+Hv9GTCFfarYgaz4xN9i
zk9yJ#7O0Bn3PM-bRH|eOs1NJ9B{q#O2j2m2rI%ZuKVF*4TwBPV%s{ySE5#$#rs_ov
zxng5ZYPP-3&VH%SdaB^Fm-FP=4o!+?ym4CIk(HxC9OuEa_ZZr&=uncggxLQ|;hr7g
z`il_4n%lfc-xiwvn39bNnX4-Ok1)9Ywe08hFnQ{PyTaE9dzz!dTEx2P9HrkpKK)G&
z;Se^=tuU{@tyhrKBRYNzyY=olgF2h7Nma2^N>mnzD|c>y(|$7by%#h6)JKat#LGl=
zzVY2YXy<v;s=L5LnnC>X2Br%v7Q!<->S^6iiprY3?;G83U}ur2_%ko#*hP%Jrzgn@
z`2LP88yNqF4eYg%O<6{uZMimcc=Ljvvf!Q;H^;#p>q}5Z?@ligec&{J5>UUnKL7bj
zx=reQg{)aQ#y;<V3(B{7nLziq*qtTek4VplCc)HJV6$`VL}O?zted!zg<cAI?GW~{
zgJ&W;$v`ISZ1C#~CvIN5eis}i=UiplU~Zdf?EbmSv@JXiLmVlpi$&s)KhfQu{uaX)
zsQsy3!=6XuR<F~#h?Kib_W2mIBDO@2y5mQ~%fTaG@_;oaRRvNb4Y?(RmRN{*+zCzX
zKxzzz><Xb-X5FHhrHz60-O&YczjRf8()~<~?a0_8TxEe#&PGnC@BRc?i`p6Lb=w-P
z32ety<#T<}PVfIBOPtT=c}}Gu6Fh7)wFE~si{MtaYHMpNBe`j)tM^oUP5MxZtL7%7
zl>I1wQAWkRzC_Es@uo0AY3Tvd-!y+{v;c;nRudd=hz}d!1Yih9T%bNvAXS5rH8Jl`
zHPK4+wsf(tw=a*|ckm@IkYbi!94G_DJKvc?zUV6N_m|ce6=^v*I1GKY3p=1zH8>9x
znFbzgPfI=h{Y}Kv%+$2N+@nTSGeOAN*vj0T;<h%Mmp*`o_Fc)rn`H7{G;}YF1Y!yo
zFCwp-=xPTpfXgX_{Sy?y>>=Ap`52r?v+56Lr`1Obg2TiNkKy<3So@!RA@5Fu#bkVw
zBz1IkEqt0`;8wD*Yx$^WW|rLE(NPhyA2>BNr5<C1wkme+%XMBDs%UQ$Ka3gc@6YZK
zZLk2_@GK$Xio}Cher-tK(lQOKIjgbpo|Kf-EE2J(_xN$_V#DD9@*wqYL0Ji@v<_@b
z03jfB>a+OgGE=fs)%uqJ%l1!;Rm3w9y4;@0^R%mUaqb!G^sfw+jg+yy2LS;A?Ok02
zcF(#DczUoA`23z|9<}w&hC@qnaq*b!y}cky?=Gn{5g}-0xrs^PA}&Aw25x5#McYPZ
zQLA~kwQhwaALQY;qfFH>Ey+Q{ft2-m)tUyo&{h_>ID6w2=9_%gBu7#2z@6F9DYp^;
zK)~5(Q+L*9vsA;Go$*N6&Xg!r5V9{H;#Fl<jGfI*S?|>pmFtl97|DkYcgI5AnJ-_S
zEr9Zn&$tfphkH>a*ttT#>HGKZ&%75v{(5!%OsWIU_eLHm6^A@Ksc1Bn6)*evgr?EJ
zq1Ri|bz#3SON9^qTe56hedfEPz3n`L6%|e>oqpsKRU_ctJh_(lCE(rtou4HvUH+7H
zi1fwXe4N^(G=^A$Sw8)KoU<DNjKuKqV~D4~_u-6i)rjrT-;27684eu@Z5~ywO`!}!
zSYH&sR?=^M#f&dC%_Ye#%uU!g`COeOlsFPIP1Q)vaSX?Zz3DR~og#s&OFuv*APnm+
zP&wPF1m97*vDNIUv>)M;(y-X2{Xwhu-JkQxL;i&xTnG#|4+!4hf7)4!N;q~xPnDE|
zwo1q4JR9~a*R~mCMy_fKuzN6Z$Uefr@qSzl8w2LBNbw{C0u4fDznS4WJGt(IN6u=b
zy4C)^72a%%t=UP)6jq8nfz&6M<mA+7`j*zk1{CK#%@5YK3Q(z$zU<K}(5kfJ^BhD1
zmSvMN|7Q~ey}e)63hV2w*dZAYA1-{d6skj7S7|ycN@-3n=zEJ>J@QWo-bz*FZDDfZ
zS;`1^i}R|gbUYHbD3(%13$tePEwDOzE!7Iu9rE8X=S7P5#&Szoh1=5YM0AD1eCX8U
z9jz6Ee{WndDXX$;C3=USILrDgLrF%)*bhNrxf0$y(fg_MJ#<k(K7DBvH+)p@1QRA+
zmTz-<J|HLxr&DEll|+er|M?<A2P&no0$n$$kw&jbh#&+8cJyIqy28t!PumhCD;Q0o
zrQZk_7xBZ%t~RY$oKOtN3VsDIMx9h_OSBFll}x*Lr^<15w{>;-D&c?rd}Lr?khp-X
zgIha07wDuyvKi~^>s-x4((qry#C3p)kj>Yd)v%kc5}H&uqm<jWx3ObS@`go9Tdn*7
z?&3)y<nkk0$9AV%m5D#&qCqGq+4;SE(yZD!LxZBJ&>t@q=e+Q>Lf-RtfMum!+`Q^r
zRcDLj6|u3$mkG=T^)*&UFJecRE`b|GDQbP542A42bZ4X-J;~V5m*_J>kIl~hv8^Z}
z(U;?gDI4-!wKN-A2{-U>Zf^G79e1fi+E-qHTi90@8LibsrirJZi83YVB4!z@(~fH!
zjah?!87bGBu1iU~7uk>#COe1E7&vS=>}-Rzrg4usC(Tp@zz-EfDriq-HVz$LbA#@+
z93wSaP`VB~DjQ~ct3(Mr?A&?*!8Mvh;L^VclStfjI%MTpw-UPce7y1PhmRlUpIZ6)
zR;&g1_>^n9rw5L<xxbNLgHZ!Z7hb93t;PoH7p0sAFo~U&XBLx^<a(aoO%PT!|MOH<
z-trfHebwTiJh^spR42Ah+I4jxA1bdmxT$wD4Oz9fI`vGJ<Cf<Q;=$_vkYSl-u<dU3
zC0#2+<ml*Tr5T5?SxoKyCGJ3L<<H9(Eyedvzcq*5eg|CX*k`Wbql0w;n2_by+_F(D
zLMC5O==!1Mk)55u>9u$7=o5#OrJRdUC~uy2>WDh4tBXs}Xf0eCj#fj=L!aIA7pb(Y
zgiA%1eEV9{b1qje%dg;mi^&K$(m4KfhTD2i1sYrpV?@E()FZV9rkX_jYl6d@Gymk<
zYj-CXft%T~e$jLIFxRn_xWo=_>_DHsEVD}g&s?e0FD<$3n;b{MPEPri`Oo~iX8Ej*
zubbCne(-A`l?2zuL&^b>R(5t-nww7GKmU1`s3&k+J3GWksA$sW{Kk{v;~0B9IbOEa
z;u;^L6WJBL{>9+gBbWS7`s&mXufUesvY)m|cY;Fpya7IWG;Dx6IiUQ7i4poWRRgva
z>o6jW4H}&Kz__%HFos7OaS>`yj!G2`n^zhW>!IR$1!%5zr{@iK0F0TA?wssMJICqM
zrzQOtEiN-NYs5Tz_N?5t`7|Ftf3np@7MAItMHeP=!F1ZlgM5h;%(Mp{*);wrq+%s>
zZhvy8mXI6T<s2Loe6gU?;I^sWxirmp4}UHH8E+Tv06BM#Q@9Ab-)HX3dnv0s&-RI7
zhdH7e^)t|VotS1)343sw#}!2Q#Py&x<i<P|PM8oI%WPUKrEFW`T?svgfle(d<T-JW
z?R-ZKUqoqWXwVkPDf<g6tCp@5ygnYrU8tMhJsqE&n=7BrtsF9vgQ(z(b=TJi(dB~1
zEp2H-fB$YP_2Bn&=5ruzUnD8S13%BzfV^Pl;uSIy!>?Ydn(a}ZcX^SQzcX0!2dZ2M
zo0$r?8sLmwTs8#|xNld-fA+8y+{0MsX6?YawLFVaMu4b~p*{Ez@$vE4<;F7=-qSkj
z#ivHv;{~OjFaH)nbBf!(Sqsq9)2o#Wa*X7H%>^N2VtOatSzf&lz#|b&vTIP`supDg
zi8&bs;!UIxr=eF`8!~jcP*kv?e}mfsee^Ov3Li3s?JMbv(M)ji8FJ!QrB;M{iwq2p
z1(_==?YD9ottrN<FbeP3Mwgg|L@*}!mjwfOLLVq1fB=XBJChk+9<b)9u7B^|E2AQl
zjGipZU0Vs;AM~aTW*I#YuyEzWZQVqo8)?<ovn5|I%Ys3Q_j#a{4(3{F&v=hUq?R8_
z`}t`0NA+Ca^~LQ`kcD8qnj>=8EOQ2emyxp5r^s^KI;x?*7Vig*GaIvfC|l+m_>O~u
z8j^RdA_OvL;Vt5S!X(UnMm6G@E)Z3IPwJN$TLUa9iZg)HgI3@3-sI<h(2*!g%vS$v
zt)+YU^5vX@$9eKm#%L?@loU6#_jPSMVA>aV&FjX>x=U)BaCc+O!Al+(zva=1ldJ>5
z!1}q>`fAhiVHrz@ySwsMu1fQYg3_9zL6gUW?UrSNSWTzPY%%NoMS1JW(+5$#Sqj_?
zdSm)%HE9TzIef4rZ76B5b>ki#-EToleuTER_Rc_6eNL3p&O?2QAN^9@TBKuVQqMw4
zSGw}pcF@X1a~d)wF)_~&Wpu@An4Pv+QRpA1(Bi|d#xaxW+p;mEsG@qUs-ikoYolQ2
zKph?1NUOb;aJG21q%1~9rqtr9>4t^gN+whTWKk@57?9(aIyk=n4eSlxCwac2ynJR3
zg&tU)>flo!A0Icv`V{=_{M<)!$Sr9&2%H``SyNN9vpaU^5x6KCvT_EDFA<S(AClBg
zby7^cX<+#Lxm0(Z%cLBF7x8lXW2eN~j?MT5Z|9?)>sprHX(4rUtwYxJW9zAX`npix
z#2FSrLFtaLXkY7l_g{s;_KAUi>)_atU$6##Yhv)zG^^45+fDLE=;+VqwgHF#)g?1l
zM6`x*8~0I$qV-#uBDi(^D$j)I=nRF$>ZX98VfQNM+1{LmZf7^QeoKFHj<Izx!L;(}
z_`Ry7D<6~1<_p~=tsaoca){Q#8NmNA1FRrkJZw=-3X5J>0>Eywq}F&iyeb7Lp%h$q
z;B}xJ$8lNF+Y-*0R3IY~tODOusO?(=8TU?CUPBKjYUz=KT~1UcxCusW<@uLIp>56D
zj0Ba?vprZ}O1TFaE5Z&=lt2UhP1xPVT3wpSDecVg5C{Zk==-bVfq$aaB)ul?6Np6D
zu4JiOH*P#d9#X6i%>aU&Z;86JSEyBK`Dw&F0@FO2*_eE<N#1DUtm6K}PJy+Ba#KcC
zI&(<j+R3z~u>8QVyeh@wcr~NsfhdhDIm-BLjBb_Ta$Nb0<i0aCy`0zoJ#u6(o6U?(
z3%|cS6E^f1!m2f-Y$&891ST_Of$)a3PnNrM`ErHAXq9I=bzyi~KZ`^nfsOBS>`U>i
zr)4wEBoqKtj0=Nbvzh{!l(xPs)=YCHE?&{-q^*)d5-b$f$27^l^g+SVAXn(&(Vsha
zlTS_KO7D)Mh-Mi;Uk_N5Ql(5=ss372NJ-Fs6j@bQv!uPh#B%6rrVJ>>1Nlv~#=D2h
zHU>zCuO>c(pD0N=*Rqhx9eA3DKr~3`T@$TQ);b3{B^+LSXXK91oqIE4zK|7m;o`*#
z`?d?g0NxYV@XBZgcIo^tU+ze!XdgXs_SbP1i!Ui2*aD(^)vp#eFXlF!9KsP=+u)Un
z#Z4;Yzz*k3xYC67CmvD$&do&MG=02IJ*ZNM<1UiT2h?4TYTmX|{<+HiAAYd1mGgZ&
zok?0SnavuJY25MfYw9ZN?ak<!9_^?(^3kPaB+=fpmnVg*hlbLQ_HjQd5*`TC`w!$O
zx3#HULCbexTfbjh;kHxdAny^YdA_*M?zK<8K3s_=<MCZa6I$;cJ_@=YR5kqgt2&dX
z1@n7km{xbPo7tx6IQ&ROKU69R*q8;Br*SNKD@q7t@;iO=$~PsX`&y#|j6VuLh(d1U
zcmGsWiSh_6@3To;;tsK{)%2(MV?y%A+nRz|`2e4Fs%7N(RSXisRsVcyT1?i>RjgmQ
z_g=j$QMw;T{dL#KE#X89Qyg#ekgc!Iq4)ZlL`VtWTEfhp+u!*B4GhlIzoh0dfZw4T
zM&X7HY1`%z53h_*{tTKfvq_wd54Z05^5$+D(!YAOv?O4Ot%(Z`uJ@$9+aE8c(QfY9
zc-h_7O@9=u4?^PlZ5As|s`#e|R9(1!!N+XQ`E=DPWazmyIiTz(&$OBt3l(_pq)#@z
z+p~MV`V=R<Bn2xUzb33)KC)i7lMqPWYzyAm+nUBscOouvaxFC7I6`;FzX!weLQBTL
z-#ZExMV*)9(0|{S$>_|BK>8RpU?fF?Io=}^i}2QC(CjOrM8+C}u`Ao0+z<X(f2}mx
z|2sc6Q(v&z=D4tj`@693NlBg}&OB<q#;poSiV?sfzUcfr&v(COGiOYQL}4dZ?M4{>
z)zp@1@m-(4_AstLerD8n^M4+=n>$LR7=0->5yC$E5g$04nb@yfvW7eicG&eHG?et7
zgu;}T^#GUor511`p9Bz8Hgh)ZX`UJa1}<%_YunBB>J<oi!RaG;zy_Oke*C<@e=ss8
zcuTRpHTrlY2%vqvnh7q{Z=^J&F<@d8h$97R(n^^v2@n3Q)<PAmR#6U){*rr#QSK}S
zyVHToh}mzM5_c{(7o|J02u+biT|vH(yAhSPk+d7m^7a#;v-U#<mNvrM8Xi^Wtmz%s
ze3m#<y9617yJR+N23!(?NoOy;xJA(p^?FeIb>UUpgiuUMlWe$l4D2uE8vXoDa#o%a
z)Lwotq(`KFIBseIoOqqwSC8_Vom^jwf=WOP>+=TuaPKP!68RO}w`k}3=^Q}l2H*=;
zL!W`mFu&}p{zlhEp=W`yfk~VrL(-JKf?!mU!5gW2(c{q{s+tw5=srZfGftA~tW`cn
zw|)<>X+L8Dd&6Fsr<zwIqt)fc3csZydwww4EZGN-MQCmIv46g;U!{vBx9S}aTbZ4#
za2vf%#z2cm9fT?>xlk*t_4-pe4n~ka&4RO@GM=V9U+}s-aA^);vdaU^h1De{Qw&os
zmF$Pto;_;3nizv)Muab#1c%v>J>dsNER5LF4(ax}4tvbdC6@EVsTw-E7~G3LZJ;bM
zW(TSv#{;S7ejltfE0?1?w>H>0xr$ry0T$4CoAXMMx1RH=^38rG;b)+RE$e+R3b%v*
zphBud1>V3?VvbGu{z+q54#vy<mz;EGxi|}DvsEsK`2gQyH000+m(TEmbh%`;k5v{q
z$O;ZFQB8Nn1JYz5$V)$9nr{Li0#ccBrHP$#1)V7MrDukwbTbV9%*}WbN(IDqC?8Yb
z*TVn5pwW)%e(ZP8Z}X^YVPbm}8}aLfJY9k$VW#huu2k_-xfSlyLw^g9|11cR3JBIE
zi;w(?akX)=Nt0_yuObMxgf2VJfvxqGo#tfga!Rx2N3H%WIP4bcZNcxC-^QQbK+Ega
zYWlevw}~v=BIQ8joLa-tM~f>6f()_N#|j?4#ruF4+y7wLwFFyW1_~IiP|ZsJf2ig{
zaEWcaU&yNe8XSK)F$erF?Y&L<pb{_x|5+s6xz7LNKqmwk2Y&zf&e_h%IH_tbZy5OK
zw(0y^By0(=*h7|Bb4pY(QD8gW$-GBeN+B8Am>+>l;g)=$FqTWbnSJYF-iKcx&b>tD
z5bPtv2*a3cxuerFWf_Uva@gOu!7Y?vS*GP*T%(zCT1Gu)F+H#WWaxVwrb`4jPa_ZK
zlFCc&Jp-A=L(hW3HRd#fo-OS#6Jv1QG53rS)DNzf?EG&2gN6p?*_lJv0lD0@45fm)
zhQz7P4_*481Yx~-DTJW#lUwu^pt~Ps;q)SeBV4{#<u~_SuWeckD(6gzSKweY6=F8E
z*P}oUJG$nd%?|T_m2_S=budhl(vn7Lt4FKv-DM6@D`R=`59+vy7kR_GkyomyOcE(*
zI74F0$&DLaN#3#?JAa4A`l0dmCeFD5Zgbr-A_H@{YU0_N`;W_VXTCEqxxiO+_Fd-C
zf#i@t<R|8|T==vS3JO|bqWQ+&-RWJ0Y^&z+r%r&TE{0VarJR;_2K;29Yss3X5Q8v7
zw`fb+Y!O`aT5q#Gdeqzd9&j=PLn8<II)xFolFp>gfzj{PXy`)YV7*3^y0ME-VQ*${
z+=aBpr+P9{!zsSi6Qy&>6k13a$~Bu_186>;mE`NWM0Q;oSd1aNl*<%m<lNO3*6u!r
zcMGW$g-KCvc6A|#rvhmB&2??y7I+P)Z8i!Ow@vV=i1Y|gdd#lw=tc%-`ZLv`p1MA#
zH1!TaI>T#~e#7nVMk$R#HVf@d#p4U@LuqS-2KOj2O%vBlSFhY}-9L;IVq<=zFN~X*
z7iq#~L1gOQjIBHz<n$vINhew{fxoy_DC~k;&6YMh95!<_cD?TDKRB%HKbW@Zs!3gN
z2^I-U#WSF#oTvMD`e*t@sw7uWfQ0$615|b)@6V`9Dwl(_wP?VnOD$n(RVG5r;5G#m
z{^g?0;5*l@N=QG3ko)i{;vYdNdBWKEv10I99#{M|s~()57ad0991t53-^Z@DE#`g*
zJ?;K;?2B*fz-;WE?p{5sj?eRQz{p&_!d&2}hH*>iRz3-;X*9l2Mf3Gs3I!T=KXVCA
z3H%-pt_%=(*JVA7X}e#9^*#M2G9^8c<MT-Jo@$=+IO$A0bJ|}FD=w$lxTvH+Y8#xi
zYvM<O6!A&|C{t*}a3!xiO5DtMF6?nwVv8zdO_LwW5#0<h43K~1^#!4v%JkOM!rZ2^
zEJNRc!GW{AV@@IAiX8MP<W2{Z@RE^Rz0YJ4yKgJ+Wb<d8O2Dn{&niQ6kCd+2y|UVB
zIb&(n0E!tNTfa~E-&=pL{yFv`^+`S0Iua6Am9+4+H3)`I8TH2+aai?a1X+`m0NEuT
z)D0~9?f$yr4?=bqFx2t9GaJt1d1hGuf<@%Bst4I0m!CmC-<R$$oFdon_$}NRwW$`1
z6lf+*^aFnCw%u*O#peK+=kUY+2H!2!_tEcZ`=)OnV{XoOR)?dg!nmU3uM6;JvO#fs
zsD`18VQs&WdYWfwj-N58QM9wQmp248WHw^C%8ZE?d87_UL3u?p0N08Shs+LfuI-j0
zT~GmJx5QrPR^&GJdVC8jki9V0l7L3k02t7)xFKI~vS?up`xooiW*Oe}JWkITP=cCm
zR$9+LI$OGX7i(^QI2-OGCj!w|VX0EJB%8gk5M#9ervH?ndy^Fzh9@ZBzy@+dUaqI(
zPlDnKD`q<|2H{OrZ1>^QskB_K?1n;JO7Pa`ZI$U=5!P?o;EwIjdz-EiqojOLQ?f^l
z-x(<NoNZ`1OzgGm-RH3Ut?^!?C*y+(m-hNj^TuP4SJJ}mmmhc8;=~@lzIakl>J~u&
zRst~Lsq?2q@PycGP|U_b+q=L$^zUlFJneGYz~u4P#@gIHLn*@m@j0j)5R^9un1S2+
zcKH^%6g}%^S2BgGSn5)%7NEx=+96eT>u>oHvB~q=mW-YiZ%N>OJsW0TxpB^~nfZ6t
zhelx$epkOq`z`|VF2-H&zqcK2$Tmb&lN*kn1<iD6^uR9d3h*>LAWWbUt2-;isi!_=
ztz0m~XaYE1DD?*iXOZk+NzjwMJBi9?=^$X%eX%L&ZpM!OgET^UpYpq5{a|WIB75LI
z2(f^NA)X9Vo}pGSo5rPmD%LB=l9cx?e~|OB_h)}JS)=SfRWNFQau<Y3sL#8Q4V8N8
z$#4S@3eak&A=>pHT*B+9Zv~}>D(=@{?nC_YibFYw<2#AF*uV0m>sXy1wr=8~D&Ce0
zr0~)cR6n^AYDmgPXH6i^6#wMQQ{N08pe!(s#nCO1FyZ!0x0guaQD+kgbFD01+FuPk
zZyUdgmkqWJ9GjK52r$XZOE39+)X`<&g(+LAnC$PvnBxz74?|WOZsp$;D@q|iMi5$K
z{j}@p3MB|Pz-gXGQL{z^Y*bt4_@Lp62p=NaCYn}7zj&M9N&hczgeEr;Rmu7e0I#6?
zb)kIhkO(bSWK!R(x~`fdj-kvE$Jbm}4Nb_&=diWEB2eBN@~&f3_M+b!Mu^e`?E1;K
zGs{j*_ISeB-7iZKbE{%HQ0yOE9`Pi5-;%_^mHip7vy*Rl*W?f(+>Oqln%RSy=8^eW
zf4Aymt!kTI+W{lr7aG~38mj7|HN*;qy+RvE8O^>;Yl)>a36Jlryy4!Jy*>s~c~ijc
zIssU_Kn-P&6Z=_Vk6t?4v<jpI{PsG(*6aIxAN;+-mL@O%8w#u3eq1e8=bMhJRtnu<
z3{wFFYCF2ypOHy8|KQe@qMQ9I$&<H=MWwVV6{F{y2Ro;~rU{)hN}m6Sf_V$zhZO=C
zvrsTUS`Lv1Pc8Xb`cU<a>WxOWo*hq<Hz4vl062J_dEDY|ukBY^;~2Nyss*oAui=`!
z?l3omNCDKu(N<Yjxxfxo8zM})hu{-X+4c8@smx$!2@_8H{yuX~i6zRyQ<9cS^UuIv
zrbSgsCv#eJruX_`vVu)xaRnP&*{hYVh{8N5j!G2MnZA|999~owvOi)QZzupeblK=B
znZwv(6xq^I03&^z<w6`-rRF?Gdj%L|LYLV01f!0>?i|#D!p<#&8`ozEi-@;QLm%g1
zo~e9awNYplapyAkd9<-ei0T<-%Y5zQDMJL>S{SrgXYxSC7Y{=_O-09ZwiAH?4fBr<
zOl{1H&$0oujnLT4*LCAgBP<DZ&B&<09n%V`-<24by>S&{4!^*2F`o4^ln)%}EdHy)
ze4$hRBfxyG>FFD1hOCqbZ`mi%o7#Ihzhr4^fXM+SaDmG`yd$-4PzxT8PMv@2S$7rG
zLh_eyR8b`rYY$1}dj4~O4<E^*z~T6TdAFsa)xm^sm3%L?sr<BUJ7qG=d^C^0+1;F3
z_RrI8?=1l8X6K=h;)cFTcg`YaRL7Z>kAO6ZH!iQoBkK-r%r7`aH-G+_o}8VQ+MgC^
zSqkJ)VwZDa2=bw!W$m6BpBg{PI!JjVVgVJhvJdjQh7){@a|fr51hiss<>SQ{PrsyF
z9-&T~C8{T`n=QKT0K#Rb`H%HX<6V}}&J@2=wiwC#5WXu|2NhY;3qlS}RP^C=cyIBf
zr|;}eVaqL8?Sg4n8!`*zO|LvKl-b}sc76oN<WbcngE>|iwRt1O**|$1bnLe(m4O6<
zPmNDd?iR_X+6f-Y$I!Rrcu>+LeF8v8kwdF6KBmVQTusw~qX4(LP=X)K(j8~v?obJd
z4HGv8=$o>;0^D5piRA3gkAlO3-x`JjRhlmG2L!x-0pJQ3!)z3N__Fzu=~dbuIG!o@
zse+?3Gwu!RxJeY52aVfmx2N{wzB!WlB5Ew;zfPlCM+YE@kB6(LwuWA=9yKfX)~hW8
z3GBXYm*{%;OaJxG0DQIL;gL}r=&OmO03xz`7K%(*u*}{08<<$dU>fqY206A-NBaZd
zwIuvEhc-n)`=W%vPSDqAFou>n6swwFKF^%7grt&1(4T?G#F-qr$3QEOTULsTd)rn`
z+<&4Gp+ney-Mys8E^57A7M6MB+}zgRi%+yzoMs)%hy%4YKcHe<bLNHY19-WTj^if2
z{oc1W4#qI9(XG<iU%4S)_aCnR_wc^So02QO5gpS2djqjbXMhC&@W#}-Oz`J=xDd_K
z;r3}6(KmUdgq)L}#XM6iJ2bM>%vvp6i!+YT1MsY($_Gu2Tj+^y=jp!8x!bzof0IOE
zA?hBTgig*m5qcPXDUrqAH-S9oOYIi*;*-L;h=!sTHQy!U4F^JE=+yZEdc4OscZQM-
z1A1-tGtzTwlj-aOIrnp_B?V5ubcMI+OeIXQ4aoiZwb)ArNzSk-v!k<Rrm_V8W8jMI
z@7f-@7!-O(MhkaRH?E%mv1N$e(8{_bX6FJFPe?2PHL%vgsDjem(vG)Bz^W~{Lgk8=
zBsshG<w@+xk_PY%1<h$jSz_}cjXC0?0ay2!c|IQrQU|J?rsx<Go%xHUv!tEE!P7<V
z^5wp_oC%u^-m7VyXHGpsF9qYwr>kVme6m;HMH+Ce=-*#(7al645%iFvC%BwId?kFW
zmypaFJNq{Qs270%^V@S5);ypPJCt4Pa(em1Z}FSAuVcCdtvIvM*v-;E?=<k)6h1fc
zon==+a{Z34T}1-7+2WFz{FF<XKj3(1JWtR$Ao?i=F;C0)wHMyXLIyz<>8>#Wm$M+c
z(6?UQ$`=U%L?U@L<b^=veYyg0^SA6pn59*j*(8XOl@~&wus<^5m8@i?S--B1&v~uN
z!4{i3xJ1J<uPwkOzljV$8*!NyY;04GK7+m<UfORRyGBR%<lVp3caQ!lYU8B3JG(g3
zu=eoRYfs|{iO!&yWVS!$;x05evxj@|7E+y^hVP9`MFgl2O8?mG>>h_U{aKe^fO|67
zdq!rXD`U(6h&`3McTIqa^udp(7vz`xM1KV!RT8k%-9P2CD6vQAmXCr%nRqIzg`i>;
zKK8v6?&LR5N|%9$sm+Uyp{+f)e8W}&S619+o^|G=^$bv+E`hw6SeFU~BqvJff@@C=
z6*)%}00I>QHDQ4Oyw+-V8}l<0Tnr4FY`HY!R&=O-z#rBBV(Z9hOklv|O**>37xtnr
z`lTxJn?34Q%`JEvZUwp9w%iAXnO|OCu0n2z+Dox#x`wy?dPCuwIS?vfZMQDRWIG}-
zv{GRGYOp+H<!vD_r<0#w`4F&)00$d@3IWJVXz4V#mdQLogamGW06X=b*_VL?opx9!
zc+Wm+s1D&GwFBjeHP37MtBxwNIg99)S@Euj7^$L-moLscGW3ni*MORBwhDQuuA<Pr
zaA8A5u4ng+c~g9BTvlo}2Nd=n-5u!86NUpieFs_^_Sq)YgR~L3?!-MSDv|9Vqk-a1
z^s5(68>FN^|Lqe(-431F5Z*BJc8mC*sOk$)pk7VenD_Mu^_QF7@n&q<lhzLv#^Q{W
z`Gsq(%=}(M6EFL+JJrGJ#fx?~$Dv(Wwy}KoLP8chH{t!z#RJCU5D-WH2I9zbpv>wL
zZOgMK`Em6J*W~K@`TB^XoaGEtlD*P#68(GI%Fuvo4SJSVAx9ys41uz8>>Bv`V?yBI
zZ4>63RYP|@(WMt_TBc@sg4s`=^_7nE2DYXY*;4yV(|e<LF_BlDpiKyL>$Af;ZcBjz
zcLzTD2+$uN;|DY7lb<NU@t$iN$?Q2XM_YVnn}XTToCQ%myFcHc2@4Wt%A`|WD=3I&
zL@*UJ_tXn`f}j&Tja!;&;^E%8c^j~T-<n-gkNmjEUYJNooL%(wcfB)0w-L33KC)7L
zNR6V5?GvtOGHEcz+B^dSzBeF+try>7hq}4YvF^79vnQom<FBO5hW%8eL<D;}?Y>_K
z^)1jVNFIV0M)80;Cw&m0__BMCwvF}_X6^hL6bSX@7Tp^3xyz&iqz6Ja`t9e4!!M03
zZ~wUf0Oqx@QH6D6z06-k$h&rLjX90=T|DGzcGz*V!NB5vD$~Ci8P86hg{~6PI!WGy
zL_=$~1hp_VLAl#Ch$ELjcfQqVi*Dq>5}E594cc!oXtTMPY%U)7Pd$|l;)sUt`>lBz
z5=<OSWI)L33kU}SC>)Sg(uohl(F)$w)xy=Y9VdS<%^X}8ZS`kMgd+!Ve!mU>$FKY-
zUA)tLWI=?yF!@dqnvS(gpTWIex-tMz?cAuu(#F_?DwysFh=DJj+jb*qF|hi8%=8m*
zDRw@a!>^1jCAY4d+NZA9RV)c}t4&@3i4#rmo4ZjJS!)O?l3QZe!EyY)SH^OukX<X(
z%a4adDT1TT*<7=GRcIvj@l>G9P9sfgHDMu$YY+Ztv1T*T9ij<5Lw)7m%VBNS8R{8;
z?DgtTkTjmd*rcA~Vr?NQ*8`!kDuVZO=SDk_ao!)}*wJoUP0nSbaq+D^>z&A6SfI`H
zncNK~EySHlF=cmkaB$~%K>&WJ8|F12LqvhtRa!C(X5nAka1+;G{S7Tv98XV5ff)nd
zD%4lgJMl!<Jz;=;VburU84+_8+tg)GSKGh$xz&z?se))z#goKzSd1qn*;n~%dNBSY
zZuO%#+S)t#&(YF?gJ0XBz5pV*!r!a^$Nj{rBe+X)fL8wU>D3KpKL<pHpC-%^bhEQA
zsUT()GefAI7V3hPm?I2vcKoc9@!5vPau4;z3)~MTkgw+c+qdc9)}kyWKT8C)i6B;R
zo!nUl+Rk&@!hQr95(CA8v&9)GVvMwmHvh`VaiqD`e$z;ODFlMu<6SMOB69#_K2Sac
zb3{{UsA6RKi%UubOYCP7#E+N*-s^J|0$N<L;YXIwf?4xsE6<QQ8%-^F2??x3P{3FQ
z<*gi>06+tx=R<&yy4r&@>R^`MFj^`iub2$m09JwptqgaPguAcT)U&~@D#9u)#n>Bf
zf@hBb&YZ?wG+~L)tk3*(X9bE9eO-@`-tvRWQ&k1J7TnwqK)LT6v<J5IzTxYYAXve4
zlPs)KR?{N)Qpy0X^0zl&6USf+wV}R%2Mx3vV^@mI_okIcp=S*sPdH0y{a-UcYpWhD
z5YfcIJwU!Bm{M3ZXs%e*iX;WWLZ6<95Dc}>03@dk`An_Vqge7@)R}r}`=W9A_Ld{C
zKaeoNo(=Gv#)NLm-lCZ;U@otA#^7$G7*>{+K-$Npj^|qc#!O;rSw4b;r%eb*IOdNQ
zPfUzW9_Ra08zv{;edH8U&IhGWceBH>i-+c~FOrDhsJ?N6kdZlL&zgrC7U3vXbTN|=
zv-v`KIcS~@;v~%v;!%*Am2e6H5E8)t^@6=|Q9LeaAd*tHUh^hYv9^le^p2rnzo;x)
z2%^o`2;6YAIbJr(fKyyZH(cj2DD7?BnQPCkznJ~-HLmlvI`x%$pcYny^I3t7rJj4V
z)$m#}n02Wtecx!eoeKOsOpP*rg{i}3T=+DIzuzoN94;)&_u1o{n@u|dsV7?evy63J
zEMH6^xXTwSjH3lEFT_MbJy<8rou9y48g>t=mnfjh$i}!5?9u9t4ceLtA!YB4g&h{>
zAQF=Y4);E$`$Lyafq9fSrFR{D6HqoiB-YIn-vUFBPLWg5#1`A=m=h11L_c*OK%ae@
zm3hs}5$@kT0i)CR>U@j$CTK0$XizvHww_lH6J(^k++a!?z|Si`9^*Q2|DV|;|Fat0
zN-E4)#z5K3p%+6;+YY2xmx;oe0)i{lS9Ct`ZrClxZJ~s@78f!Vsw%)143#SJ@T)N4
zpC@(o0gF)t;NcFmZqEt_<;2#)$SVUiWK7tnXtuOMKtp(%&}yi5DO|BY_#Mar?9LyJ
z8<wmoH!BL<n{SQhh@an}bwC8tkdGeuN$Pw}S*uluZ+$Xn3(+6Z&2_KWH_tLJF8@*!
zHsUz@#^OtV99I)}<=$P?no-KY;gb<2p9ce1Agd@)xc^cG;@LUSOk(-@e|0xj0W%=H
zosCrYPZ|*2^T~)bWZz^&G-}pb^(xnIg*oq=?sxYBLV0CqAACt54_JeZ^hb&Bpw0j&
zHqd+Uff25Exg6{BGbcGoyr;Azx8T8M5w7(qp&PkF{0_~o;JIXqx#Ps3hf(Qk)s00q
zTn#cHxOhJJXZ<i^W~Y@cjZ}JdaAh<k?+Cs%kFb6WMDl{@TllO^3tyl3MRWgj=ink?
zBi;1fa_dTfBk1UTY4$Ea^Ws*nd!sZsxiYJ~_(%!xQwg2sncv^PhWVkVP9{>|D9BMh
zz1;n70tA3i6!{`}+8U&Gbc|t5J};S#jV2{2BpPwDadl2GTS`}BS1GPA+@gW;?sRC6
zOgVdZ!0ac@imk?GS|iFJ%!t!8r*>d8hgmIrR*n|?B~Es(55mCC{6e~>RDVagu$$Y<
zm~Pjj2(l?=$#K@P;B<?dO;1;9Lfo*R-Uv*#(qwj#S8u2F!|~{ns<$tg0eox3u*}VE
zmJHD9Nm5xQD_iw`k9Tzlzy4$l8CT*<5ArTTg&kp*i#-V7n_pmo)c;<9h*Lm0ZU#~q
zd;dWO3RVh^eu~(goV({d){uig5P7RwJ<9m%9;mbgF0F3*EI1RPK!>AiAfO=Smaa4{
zaFr-81O|I{ZYqZ8(%c8cB05@wj3u5#E1pEFg4Cgw>;8AY$yKFEUQyno%MIY!j_CnO
zLViIGLeQ5QK|$r=gUzHVMD+Ml#5OX-uLWNh^W@(OL%mMCxD~q{s82+BB?G1W#bLE*
z$cD@sXj<A;t>~IcaldN6@4h>>{<mI63Y405S~n97jnb57f`B~3ERUFm^uhv?{nMfq
zqAKL}xWLZA;8N@i*ySyH06oOmTdp`(+~Ch#!?ku&2Pp$VxX@d(083((@@hvJ@9Dcg
zE~cf}fLAD1EbBEL6{yrrY=e-zw9E#`0;CiJs%4tMo$&1@Ys(e7LIsi?8fA4ZYW}Nn
zsdh};Y4QD!GUE@HRzUi0KrkU>?1A!V;_%fT;6BSRVE<2mpizLm(BCx*XJ`JgBkMxW
zCF&hY*F0k_5b%_NP$+B;>fCh4ZvPwm5rcwJT~b^i!$*&w0AoPn?9$m2H`9Jj2;oMO
z>!fm_M^|axD)er^roXwpOn4(=G$FZrK}22dJ$WX&LuQslk!jnIJ{JR;3Lb+Ru?;7!
z!RgKuJJ9IxL>`U~N8&({^lS%D(RtA4K&(h1UecUu39tJ!Kc1{dq*e5sU3-jzAwVZ`
z7AR)6w`c&8sJ4n8Km@uVfW7DpWU6K0OHZ2bHm%P8aC>X2VBOr;2878!CWJomHV@j;
zl2yQJHH~F}C%&-L_RNLN>}-b}sN{o>p5U2Kh-1=Wo!{x|`b*(kkDb6+c+y&I?%c_M
zi_#@^kti-N6NVxF(cE;ct@l8?>svbU1r&690lhA=5d7C3E8B65I1HYkJNFcX+dC2J
zWi0GH8|YS$O-acc7W5P(r%KfzWc*}JQUN%kqt^p?mTpnxSFhcaTK3Qd&^|zGP`sKC
z(u)@^pkbr>Aq$JC7cnvYGjRh(uH8HVeuaJ;(l%I;L<vgAaqT|K@(LKDzj>?Yf4|ax
z4Eg(1wiAe=YvD^X{FAFM;eng=;6YlFj>oelFSt}H09}Du1V#;nib-o$B17t5+%7P9
zy5&<bFl7mVM|^R3tEfN0{B5#r{dE7j_g*|vE1QNp3VJ~r`l&LpFrfAOI;*b{xw%Md
z(EJ8^WcG?MAeP#rzhLj68Z3(K2(7@S$+atAyIQ7>cE<@ZZw>)lr8_4!Xh6n~TxqG{
z_l)2ot-k|WKE($rv7s&|t6~w_>?lu$!vt5E`Z>d!kSpaws+x?twMWdHM$XH}wfhpZ
z{!2P~Mevc10L9r?8&--<MiN0^SSsE%#kB(Wytb0Xllc9^>k<J(<&B#NGm1(K2V=o=
zZgUavZn|r)z!rcjTi*P=H?$qnv}&W?G{W@5Ho7;g7NYI_ix-WlU<))s^U70s4o1+#
z0XLD649IVtpzY7Ok%v@huhR`k9h*&c`qOASG8@aN|Ft*1xkTH%6byU-V@zX2z4p&i
zLiu9<^;$SJgIQ6x!H+TX5gMF1O!XTt3)xY=UnX8q;}`mXewkKovE>a%(N^iC3bvZO
zKytmvay}1``%-{6kZJt4fIqBI%Pbu5c|Uy1*aT>UecpmkDr5(C+{NrP8~wqqH$zJQ
zF>ZR8W-R9(%_yy6=63j-o}qaW3S%(`!RSlOHyM(yGsv5>1y%MhoxQ2pxV8!WmhQI<
z*i|Dt01ODAt(C)qyyL0)+UL1D#jYYd)wI`l>G?qj7zWYph1#TsID!sHun$#I1kEtw
z6(U2@90>se8{M)3Z5K4DilZ2RA6&l$+(O2u623$;_iszUNPdn#-SUv?-baCe69XU^
z3?T}Bq66jcX*Gr}zluT5P+zZTn}tZ%WEYy8E8aXA#b3LUDUvpHnBlek$s5WM%k`k`
zMMkLSc8EQ#gUTzq(yz5v!*8};cQKY16nGglxpMVxW=Y<5$gY>#GcPlBf6!H4_%l{#
zUc7`|K5y8I_Pw<HG{nHt6FJ|E?8Q{o+E=Xw#NyP!JkCJs!1sXP<@>wiX=6V@w<0ft
z96rZ{_Ibxxpir+JJva=plD9s;a8qjWGfkz!9G<hrzOetTTG6gN?pM{C>%XylU@PW;
z;OG~|7(2XN2UaBCpl%o8^P6W<-e{cW4ELDZklchMUWA@Bs<Em5fY2{RoTWuD?^-P?
zV-T+tk)0S(H<%;)Z$54?-))HOHy#J00<(!F+sG*T+t2;%_AG<fcm=p&`=Muv;<UY?
z*8$)5$EA$cxI7*JsQC6symZ4|O-%V_@FaGeMPop0QXY(>yBlSXkLom<{0QSC4eQl4
zE!UlI<GD0o+UV!=+Q8V+LgpD#^Z(6gFAZOU`jNN=fl78HP*z$@%M5NOc-06SwSOi#
z1komZ#R9&_u;$Y|C{52iow8|KYsrn0@~q2IAKIw&BL7+g&^27|-x?o)HQEnhST=mi
z;Gj`2rX?>z#&hqtOF`w2YLE4)k~g&Ad-YxP{B|_yKVbnpY1pe#mIP@62oJ<=0h6E_
zov8MsLZq8E+tq9^PR~~*+$La8y=}B|!aa2Qqc*!B=yw@;YFAu74V%P9vuK_dCx4(}
zr#s8nNNZU%$5^eDLjX1nH09Ym*U1aV%x@?5o48xZ{Qcn3OzR`PDodL<0yHWNi*>8S
zhd~BCk8GZISC{L=;PB}(B2hZgp{c{gtp83(fObM;gMHL-GieqN>7pvoR+lC{RIL}L
z!UjMYH|eWK=aha@SMmQbCfaaqYW*B(w`f_SX{S&BUv^Th7p|JTW8KRnqcLWFEuz8f
zbd*bRijRt}3h-$N<mZjGO2<ckg9Zt0D#%iu%VgwSpAltBO|oA;Hs@wh;$PT()IMi#
ztpt`&cMTw1WoM^KRP&-(QFz2zBG8ZADv%i!So&Bbf%V7C*gKC@)v{j)Ltk8dP&O@K
zxY2?OjJd>p*<%O=uP~7kx67>hU+}pO{5KnFv8T`LAHu*ZWjma2=G_#z-feC}`*`~E
z;5==C1}?_-deM+Ubz5n7&UPSe34t*1owGtD1^o)Of9-)}B${@%UyQGl)?!^^<q$oU
zV#T6cKT1U!*)k+<>#9>Zz{O8{bcRfOXKs%yiMDhAGeRNXSPZ{l3v*xn)9I96P2-2h
zhhd!mZ}pBSua+MM&VcJ`!eVyQ$@O3A_03iUoewo;NthgBgFrmTvQIv3>Q|q}VsI@j
z4{%!(;WW*ATv}Q&XlmP-?NjT^(<R30Diusj*g|jrUd#n^dPv~@&WGgjA^`rqZa4)6
z?=`dcrsqC9#99{0FTMm4Mi3kX8+Z{2>U>Xs!DC;tFL8E%bBx%NrAGMm>kH`Ca~~|d
z>pvQh_aKU^c&a0Dmq#&O%=}A^k}b++8$f@yB(Y`6D<1Z2-NS*E`v}bXwrxR4=h6T9
ziqUv|y^WO>(h(0Ki}&^hxNd@e67Oy~HI*<%Lp{A{rM+bppiVBx&wsc!jVJCdHK0it
z_^!MbT0(;=RC$45%EX3*?oy8nSO(n-+<&0XAC5`gK6=wG`()<7Te(PxG0Zd3J5|m*
zcc94G@&&Jgg85SYZb?f7`*e}0h{%AUv1JaBud72b`uh4lzrP*f<Kx@D-RbAz;&O?F
zh>Z>aEk6JHP#nX_8AC0OhBA_<+zeC0jjq6eCF_cbLBY`J28BaQ1|1F|DVc|&!J6`Q
z1J&bi4tk@c)uY|&X#XO?I`ad$a6mkXSl5qyo>2vzed&jLa9VqNZ*T89XfV7XAONYw
z7?_zA3Lu|1Cfe-WPa<S)-ALKtec<Z!psr;-ybsRD&5BgG<zV2NN$eHEdBp~RUJMpx
z^-P+@eXD94O+Q!{m|mlx8?5YFBc&8YrKOFSVC$dOwn*@FLvPGB|DTNC=_e1JvC%u1
zo6w)w3bXl$8nuVcqd&9Rv(Jw~%Q`Q>Omwe4;A3!eb1u`rwA8UHE$j-g!w-TbkAi~g
zvIj<Sm0aH+_4oH?!>eGfCM-ZY816RP>y635Ev3lBNa<jgy+l?2MVG-XA(DAR2#$@7
zjkkh2qK#Cn>09IB;gRy4Gnigc;|~5q*xH*VE#Pm_{#^?XBn;B<675X<;N8XkPA9q~
z$f`^=K;RB-L3dl>ZKI3i+BAG?BqwTlxrF7vG+D3A@r?|7_fa!g75T}T<Lcv#VIK0U
zs?!Yj`5%r2YihKu+@oQ9x>xbwYeq)Uh}<#^#uDrJ`x|;Qei#FfYPCCk3{<4bQrt4c
z8Vb$!lOgj?(MYXNC8qoUk}7=v=lNzzfJObkeQ2&_Wo4;&P0a`v(b<yZWVUpR$wE+#
z@O9jK;$A4<U!qu$qpExhE!H5$r?%7Ws=q^zZl-~itIxNENT`w$Kc%S1NWa<SSiHja
z4$^5Das878(LYyus#2G_C<uudnuU|MUWt#zhy?0?P+z(GzYmB8AMk(sw@TiB{OF^E
zMxoZ8YrUK(>i1$B8O&BWFRk7iF%>W0Fz|c2i&Z%7uvF5gGK%M){ksJv%&V#f<Mi!m
zy;a2W;?bKmqwIs1{R8Pi`<De*;2a}L_`z6l5!63<vu#J+^lb^MXa{>+-jwaOd9n{q
za>lLAcEyZ?wwd?Bz*=I%bg@I4{;L5<wva3A?38Ff#al|6iDwn9r{BE2DFM6tp~EFD
zHc?uuolVfRX^-<7c<{y5NsPUyloVlmZ);^z#PYF;$qZ-!y3n}Rryq7>ZaBPIB!I>n
z&?z><%|$=5u51)Wt3`5n%_e85Maic}ame*fiqlTyPX4NCnT$*Sjp;Q`1;2dI{n6oC
z=|-}BPQ$o#U%Ztxskyr8ix!rc+}sB#GM<a;d!eBx+()W=0)j>ZrURt@T^;m%VBEyS
zgd~DWG(RC^Raf1&HU<T)X&V|=lxTcTO)UZus5NE$-y0vUn3f5sEANdnrQunG&9c)J
z{MnGk=H@66i^c+iKu`BA#Syq`8*Kr1eyur|`L8syQ06iCgnle>v@T$+9Jr(3bX;7V
z)4|^MPy^JEJzyvcZFgAj+}5H!L?6f;2ACyiieYVaRnnpT(&bB+9>x?Ip&YwY3sO@#
zfU)1>4%y0ZadrLI1hez|HPaBo;d&S_!D%H3M8}sk#@t|{7gilN;41-OwX|66U%$q=
zKdpQy4ikXEEW??Fdz)FT=WD-defo#o>Fq&CvgU7$;E>Z#k#_F|{qMM3(4S(c;J?_v
zGT9m*7ncoQZs|vI*csid&nqvNg#G~+y1RH$7~*><^52%f>;$iz{ZE+oA#`K^5@os<
z=kEXe*AwWjy-RDie7aiR0#>U0fQDx1IMY(|%BMtm5h6~*o4PT#B_#G)Ptktxfl4YX
zjl8^o?uKT!FCP6EI3rRzyl_iIB!Rd2$B&=3U!P}_!9;M~aj-m6?-AT-G_-D1N9{>j
z+4=w4xX!Sq(ybfRu>(5JsPq|O#6nR~db5BsNReUyDZ>ELo1q5C!3K%~3Zfz<ibx#-
z(n1SxjZ#DiNB}7Tk&=W6i9n>o-ACu%``z!kKY5-*a`K-2uD#ZN&st}F$0vL0sKb77
z=gu1%CU$wa?9Dz5OL*+qu^N2*hYwbRymn9YvNxVm6cPBp%Y*n8@?=R5P=55=cU(J{
zn8edf6lLudcJ_xioRLlF!^iOC@QGq9%|t@4OrknV3?a0C_>i;5A^gG~yMX(ED5yb8
zJ7Uod+}`-<W?4&H+t1t`0`WFAAur{28<HjCHK%XYQ8%i0y?>uE*-z$3t<6WTa_UwM
zT~qy|_U+r3S~zT7a=DW6HP13X06MGtJa0HAHrDd@-(#RbWovM2%;8yn84wnzXih9#
zL#WZh!AnYif{%A_X*kkY{C~y`w9T<E`BE%Vx7a1`urbPz0I`n}Ms|92V~dbMR{Y(&
z+Z)5U6eibHAl|yv?Lu~8=<`OZu+C?0k$|}`h5t}`|NgAb9v(Qxs~J9edN-ZG8I)G;
zS<)+x#A|(h%tQ{<>!lM`q|^g)`iVQioc(oBc=O&5#V&W8-aa^}P^a(O`eaP?%IGaa
z@30w)&H&}7ol{LMEuEixOOl90MT251Idx_#?sx#p6xNRoUu^-_|CpGV<H%|_Wo>oo
ziB?!S@%ctg&(Ws)3KWv8N&4sOZkV|TkB~?C<>lSay_F#!V7f)I2UacB1@Z<uG7S<f
zu-NPqp4~Y`MW$eKs$!;x(II63-K5WtVo1COPMs0-FjDnYl>$vn?MfzgO89XzL<3|K
z34J6lSa(sS%Xgt2TiDx^_?(`@ii#!)rFg!FQHrvWXAjBJ*f`D|sU9S7WqW6yd6Fs{
zl36aUt{g`2P#0u7r1HU-48HyRQje}fXneuj!-e##>o>u+AI-icK+~9cr^J7!M4Q*x
zUM~$*e<F0+nd$T<=4Xfv$YywOz_uAg_;6NF&%Gl<5B;1}er#;)Vpk#I#So-9BxG)q
z4AE6Wz8m?&R<C1xc%$%(e*b+dapz_?AWL1S8O^hha&cvm?}>FK_m{bK>|+G=d*>At
zSP}@eq{?y80*5+#NbD%mDy*9eu2$UP6UwE`r80_k?%Wv%)hU*awX>USYHs#V51V5I
zFR7Z<&lpQKgs$*=mNdklHg4UDY~3Es)a2E#_Yri`AS_o%Lv}^zq{G@Gwi9O}IiUp3
zyWm%w@UJ@y*Ak=sFT1*iDVWw@hxCU@t5Uc7&r!I>4TaCN2Aw{lGyictbte4FAZ?wz
z_H?$+O7p_<BB!wD!%HVY+MU?guG7L=qnZS;26qh%eCE$%Fr=2Z$lLezSJ!KG52Btb
zzygB;>NTIrvE7|GV#ud0)&&JpLt@Ha?cD{Jw03X$xYeX?_39r-aO3A0epJD&+qQA0
z2U--W&zonR_m`}j8w`tLE_|X8ooSo$^7H#+sg(a>J2JVYr52vue|_-){kMi+nk1*e
z!EMFx#?E2wgyRsZ5j0~zgy+cnMs39SQSXW<rP73@w7o*&6bF|KzJ~t+&%wjZ?H;`k
z*VFZC*ZuqVpQs1s&CElv!1T9I%q@iDk65v^Mv|O0GOZS_kJ0_8rsnVI?#?#l=Fbse
z?tYa~9jrl&m(aL4JZ!f{)AmO`ohh)bET-~xi=aMx-oG#`^XyTuw6HjE^ymfn!cJ?~
zv=<ki>n~_%)-$i*a4zKj-^vJTkB>N>den11RkdRwmA3gt!ua^*6);V9gP)xQQb6zQ
z*~8ExU|BjuTvLBdX&na)dj!U8>Oy#Zq=3Xk1b@(^n7O{P5~*xsf(cK-4mWKTqTH@`
zAe5OFjPlpL-LY_&bx^MXV@cRW)kF1&@#@{Cze5IkQkO*_5+rYztnmRYEym$50<{63
zKO9BlC!zvHL_`+ZCP*G}<+E$dty?^Q=SWWN@^nj(mM?Dn9osLiaBxYafxRARc^kq^
zPEJ;^OH4`{3%9qinfUTJQWx5*ki1oquF7DD^tN5kdRT1N8?Tug@X;9=`xrQymOAIJ
z5(`t)k6b^DIeCasjbn{N4Fxts$bf1imb)SorfmvkA1)~&G5P+4EHQW*R##Lrq-d&&
zqYyDa9Q~F?!=65U9crWu0b8>cpKd<6YEu^S<<FH-S)DIVrIFm(S*1^O<;XuCJbs+R
zg-j3pNURDfCA#SJoM+EY0+s22xRU`N`Rg?8rSmi6tuuWMQ@SRaYs)j}rKyeE_9$35
zJ3B|ugnwUZKA+#lBnfG#F6dprVwqnaV;r97AhpO>?oi>)ZF@Yve(s&<%#Mc+@{^cY
zey6d95&F|==Ra+0O;MqRwxV0Iz^=MG{=)j&j!xR<+q5kk$k3=*u)P-hhgP%D^c6KV
zwV2ztFPu4ZW22CG4kQKGz*#}hbzyB*&E=Md@{0^Efm!!dU_J1tZeap%J@X3!VI%?k
zF05EO2P!l{OG-6#yU%}kW%}g$tA`FAY_3$fn>;@sB5zk^fi|p%TC4LTgF=G5>U4ts
zxp3oOD)jXA4=F2`cjDmfOUaOr0(N1OWo^aT>G+sm*Ea8s7Ls`X+audg=RY+7;fL6k
z?%8k$%3R{-1w_}@Hg%>lABoUfs7Wl`bjli{7YIP5)Z^E<YpaD+F|i#U_(c(a4>8>X
zOZ-A)GTa{E9Nd@lM@64no;-PVye%ysB&&fLz&YvxfBpJQr{~{`o|~K7#%zq23T8hk
z-*ZRiMP_D*=Kfzy(`p>uyuAzJ#MM3_jcyn&=kEfG2YMtZdb}z0UAHukoRIKiYnldj
zlaTm5y1Lu~+SI^~uTE+EUSdbUX3oT6>nbF*@branXl#=4TQ*x{*Q%x0*!;XB26oGV
zLx((6;;HYNi8~J-Jm^&&X+Jhf+oCP~(d6HzdgTAP>iJz^I?d_AsWlg7<0Ld}MICBg
zT6R-8S52|z=ABa&`Jv*vMPlH*#~J5?cMn;eAu1FOE3KpSHWPP+>(@Jg#trDu+v5%u
znUHzo#)bl`m#2Vn2eI+r*Smg}-I<opghs0B@Y7{cQAD)Ve?*`81-3o2Yd%u9IFQpF
z)MzJo9dpeN(nP9V#{Q2{U5&VtWi&A{Q5wv(XC5W)<VAywvBR@pERH6c$QVHUj!kWN
z<$j|lqgTY>6b#zx)ryLWpqYCRyEDLE@U30Q%FD}>F@OvulrGeWNbW#Pcgx$1hHHZW
zh{}G3eGFS-CKOBD2`N7|WgbbxWx6?GfIq2JhTQILL-#-8{@cLrQT%TMdpUF-z%=Q9
z^ZHTo{;<5hJ{tzIw$e6&@+a_{+s6y@9!`0EUGBc*%N~2=fCNbrYhEkwc>B$L?pHc6
zV7s!yMO3ur_SDVaw6U>~G3d-P>U@2BSHzFf9|fU<D=2Cp00cno?Ak`uaN`Fc(B#rH
z0g2N8?Q9>p7*-pCF2(&jinUfy`sJD3D&?Uw<L;n+C)*Gx41XVO`7+}g%}^2iFMBDg
ziyU>7T0o*uZgKH@UTR+6A+2Q|wQBn9VR%DG#sKvjBWrWW(lLvAU!cPQjS|7C@xIlQ
z%CJ348ESBkRUA_FEZFSTTXrkhvP$*}_%_jKJ@<Y+Jqr(N0+8akW}^?8Q`TdTbe6hz
zTG-mk89=I4&FZi@3>a00!b|Ltl|X}pE{`s_>l_F(pie4Cd>QohFO4X<)&mJp?!XJd
zOn#5PxGxz7F_5Ma@agpy6kLIwB+(ZiT|?d544%m^d*$tGtN_ZNXLbuSp_944zO@rF
zF3fPa5=f0e@?a~gIxLxScw@lz+}=Gty1G@2^<Hm}9V9s|2f5t5d9&@eQYR;;69KGt
zp&ogMTHA=Fual;OKn1rc*0ie~Kj*=C5d7)&?L26|PfmEI5~a*I1Si?}4FciK=7np3
zR~lFaaLJ+_py95_b2{Ck*Gm~fKs-hoVv$3K4qdT#Dzib!6&U&h2j@F5r_p`Ie=fDs
z6sqa<;Yb>?x}ac}^5jXMPkd8i=*qw7_sDFgN$|O25t-T98mj<J3mO*n(ooKHHfM$2
zi0&v=h(7|cPz3`!MnO+d{|JOwWqCh*^hkqLGyT@Mklc%S#lhr+9;|cVk9xRSpnZXy
zMS!8kiLU&WnbXg)VIQw<8o;+2UU7DH4el#f8Cpu-KJFxaHjbWUlrr1rS;+3fI&`(A
zX#_6M`$I=PC@XvRkzG)7?Hq-BP+q=u=-E2SFKOKHvk?2#86_xI>PX!vq3Wj#mjbZg
zM;Ja>GqZ%K?IIZv=f%#;C%p&8FwDItP-k%dJU!tz!&%r44m6#$8fC8!Pp@5D2Wuy|
z_lWKuTfeJ5RqXxcmvoz&+S<AStx6#r44oXJdh_-!Sqn3>48VuqWMp!DhicK9Mq9KS
z2<W!4iL0i=t#gDZ|1GG7)ZP5aL^?5!cNWx|*5AtPXQcMZJkQY@-Y1WLa|d3;l>>kD
zseh?Z2+rHF<1W4{od5WQ=fgS#2%To!w=_M>sU6?aC^0vl`XMk#i<E)koEr=&7*$zS
zRW^X;ZrI(>VV|9j4$4oPN*BiH9w`EO7+rTAhHeu1*uw5gW_mx#3xQY)8w$P*S+@@J
zOXQKe=q&y}AO6d?^H0p?lXC4~y^p7NcY6R%Kror5wRQ3<Dir|!#X<8dHz;-mvN@~-
z1iD!)&2h1omPtSU_#-{rM5;Aa&D`DH-TpSEqQVL~@<kYq8mFp0d-!noix)2rB1%f;
z=Gn%U9v*pEIJxwbLVuQn8dTIqVaWlK7pf|Tqr}uHK9Jdgj`jMJB-8`WUEe5}ATu^T
zK5_r7WCx56N$?1$%KME|bE2gPR;b8jM|6|y@*5??&L75-EDQ||qZf;cj<hB#ovmA9
zaF63>S;kI5dM=2|i}cWO5ekHKEiTW{T*|Xj-u&5dW6Q39P9qiec#7{u$TN%Q3SwAl
zQU2>NAN9~pbAqrOLV+-}tlQ}_-o3?oAgo^!7CVVS=ki3w#Q0RHRZ{@|IBiraz^oMT
z6%FA@BP_D<Fk@lF^+IF|q}W}AUXDyr=Ip%(YkH4&cxoUhd+CTLWJ0_i2MG6-r9lja
z_A8v?*BeTPeLlLvI;&#_l&+;mb7i)(3Y0)vBj6y)uvVuZ)m04W1Kjuk)u%v61|tTW
zFu~yjc3EQCAX9PyjjAG6AVe<UA3yA2!PDn_ErZhw+Mj!6F&KN^*M48JVIQjSd<Qj+
zQdKX&LxVQ<zTCUNG=Oa;p+l%)l+`V?`l4djDEXM44&3SN>JnFjqaP=pi$eW}B1aVR
zAe9S*Og0)YVrS+~?&n{ZTGlPO+=|B67#>vtjR_0g(^uxHK^GK3j-3I;i%zw(A3XT!
zW^{BulnF87Yw|-y2NLjZRhqYtPj>-%Fz>Iw<k09Pg*D%e7~T=6`I8fCtK2p5ggz}8
zII)AmfPPK14`%4ysjBgTvXLO&ftlmED>rW5RFlNBemx6XeYgySdmMCz8Y&+|MD0i{
zqB7_wnGMkPP{Gbalv*3HBo0u@ZEtgm*BYOufw_|$Sg~5#X^i{J>g6j(a=%d_WGDy9
z*;ceWmh|@7rGQRGM+Pl(n=m1}sc<gHy9Sdx>w=5&m&(tB8YO0AWNfDyo;%kLA~)-(
zQ$y)thsrB2d?@^j24+NUBx1H%mdFBXTh3mI5|YS+gNVb&juqQ2zz?yF2?nLT2=&xX
z`kXSfoK^0_$O8%K0AhHykHvCB+cO@tuyaXoDzvLHn+m^YhUlG0qT9&+N{?MI8=~_#
z)0!!*Suj$lvr7h7w7>sL88!^n=tYiHq{_>+>E5pr7k^+tT#1mlYWr9jOy5nbNBl<`
z+<S{%7&g|psewv70CZoHyiI8i^@t@V(ia`Zef+_|zyKXs*lHtycM|xq%<c^+#aAHX
z-u#RWIM840Vwm0Y*Cnzs5OiPcSI};?c8Y2FQxzjZZyFml;>CcO^|h*Pz|0GMyWyfg
z{;}>&Lqk<K0r>H7!-NVWz??j#;rQx?kPC?LH2WEl+GGt$=y4$4YJ3=EBe<|lYi=OO
z<@?x30E3T05mHeVc3@S6QBY7&ba4qyyZVxMW@ct7$2!r5*%mlXclLtO7o&=a<Qg*`
z6CjUL%R?CRQL@|~;Bgx~hrUTqW25&O&!2aZeI3Ysxp{e4B(WA2kJB$%TE2jp1NrbJ
zc#6h4E3-aBWFtpM$Lf*t%4irR?n8I$wuHpQ>WJ1{+~|NiH76}AYkwzh+t#hl<o^C7
zs6aRsYAOg5^LNDsAsAiSQ51C*{apQb`IdJ4>>%?es3`loO_-<BDE#7I78f5w;G=mz
ze*crjVhOpd&FHL2!}zsh6Q+I+%|m6qff<nc0|3V+;rq}h(A3pPdpRYglGDAp`M7nM
zYrD`Trda9gM{N`orIS9xftouR30(i}L{$LO-U8s5&F}|V1bbm3+YO>@&`zYQIM?b+
zfKLHH%7f!Moipn(Jb1MN?yM3edoYK>R~JJ|XV<MQ)vfH>fvK1Nc0*&RNFvM+3ymQw
z9EU*I3oSn6>aHnh&!`rgJFba|OhM2~Bgb1)vWd&1vJ!8RnUo>c0FKrL9LLrp8?tAR
z<q@e95sLvvL~T3t04)3T515Jr14A(9jI8HDN!f?ZO?Acme7G;E(7Hq)&5XRYQ~J1P
zw_L2GmJJY3pnQiE6|n$IK~n>{(Bo~Plziqktix#DaYmq4&LzBh^=g)eteOW8_(wxK
zNEYJ5CD7*hr=2mF;BQ?~6&S(Fmw1F;?9y^Pe4Zy+mIQf8QmedZ$(Ze!b~_o!-F|xg
zFsb5HbuhOZ7{zhGQOI4Z3SdAY*K8tj`3!8-bRZB}=uuhA{dJgkR^mcB(bS=n=r4gl
z#|-cOayD=$U@R953~s~neHs}_N=V3Xq(-@e@`|~0XC^oY6Iu9u60W-$pgXaSw;T9`
c+U_;s{9y45ETih9Xa_gYGd@E)^~be;0#JJPp#T5?

delta 24131
zcmYJbcRZEv{|BymH-#qIl~uCJ9*0V0lf6k~bFw)Hcat)by~)lzIOee`A?uv%4k5(B
zIp%SW&F?yWzQ5n^j~<o#y07~hulamEUkFpjh*QTt1|Ko0fWqt<RuZ$VIoM*~y?ghA
zMJV=ygUvB(3^&@>;fWx0*wQ2)6;;%@DRYpn#=qN)KJiT?^~KfjGiN><RymfMRErEb
z!&%_f)jow9<DZ8|U0hgPkY6poG+oYn$8yB<Qq~J0o0G~H?o)%(>!I%vZ_;8l`OyTj
zJE1L&AWM*Kkr+tcp2c4}KbQQbveqV=nU0Qb>td(XM=|qHZMN)1P^vKY+d1vp<leFF
zVyx}I=l-0u=R~~5`eU3`uvW88{aB}!TVd6Ta-o0bpuyzpAFmSeVQCkdkYKV^MJYq3
z3lq!u?&3QcXaco{J|H#ExOt!A5y*Y>rn!1&^xUCorO9s>>33Da{d#8Bqgn38og!L9
z`Cca7BXkhmr`k^rqN+({?F+NANcT-rJhu~MVR$vDURQ3z1Eso=JN(d0TjSXT7x>uT
zYdcX@e=kXFQM;g_lo8u-eL5+gQ%Xdq%NNyj^;rUGNyz4*HW=v7(kk=%Zuods7h;8B
zrUxaJff5KPcR*=*u4q%Uzhz5YfA;24!3U#osOh22u$a=r6LfSh9;;Nc{3p1W^7r|b
zk$|T!nb9!nH{q$Sh)!=*-<?=HR3e2Gsli^b60!FIygTevSm5-0`pH}K?G{e($;K#n
z`n@l%eA;U2AC>}e8TcA{(+bn&O@%(RfSP)g+6c^HVrE4QjQmM|+d=eHk}&pqfIak*
zISStJ*jQvJmBcgBji7?(bkH?C{n2NV?PSXJZ>3>1lt66aLdfE>d&A@4!NxMMj3Z#s
z!F{mWo)8cIj$d|bU!+dhdr=jdWx|JsF_W~TqC@e3NiO^FkBL0k3~bJ5of5N*9N2eb
z(Tr*OesG~!=O`GXcn_jY64Ug6sb}OC{D!fcSE)_<Zs)|cnf1T-ma9*KF`vdvBE?U|
zrMi9Q8YkPK+WN9@g<2Qd4t02!>?ExhlZPDPoKlNx3`6=S8b)Yee&J60ay|^nrAqD3
z9`K&5+D+^54Yh3ZX_GSw(k$#NT$VIb$I*uVfkV8=d!K&0Vlz&Lcw}@rR|xX(E3@8a
zU6y<Tzik~Uo}2+wD{?CuTJ9g;$=;$5(%pL-?AwluyPP_^QVu3K_f(bo>V-6ts!+C`
zWGDThR(g|E{mXn~wLP>t$3K*sxRN+-<2RhHG#?lP1LOTU=&SyFc_y}$<$^7unXRA$
zO70zrMfg;**fR_`yv=li<0pLIXYelFn3yW~O#46=_`u!A6cQL0t`?ttA&_0;1#7HS
zd--1Yv}hp5X)p$HET)Ohp;rFYExh=+@5^n3?La$Q!ipe1j~N*rl>;v8?q_f$&xay=
zE9E1I3Kf)B9TiKjZlW`qQlNY`&N2nk*b~~f)=fU~eKAZTRR|n+#Bq&@B(Wvm(VI$m
zE-9bFr?yt(AF0h=TH$1SnUiaYFi(5IS(SP;4S!C%Q{G&3BgquU)hcuOGFKkA&Q`^p
zr*|Zz+)7UHpN$*3Pmlwn8-enC@kt=HsZfOQ=Bc$tyIq@wkhO&pC5nh@_6Ul<l*}96
zHf{CV=b2tmy$2@@8IzmZKJj<u9C-Ps#z)feI?q^}w9~p%XV94BxS(gV(eVhEL-VDs
zr{8QPp!vY@pt<pJczOLjw%SiVHyrRbh57SDxw(JRs`#*y<&UQE^v0KSSRgxcaYIrg
z7^NyPNKpf`2e;;yHqe+=F^g@Hkz$|;UEq7L*7y-t_~(pE<79@R$QYQ~BFhM>!%ZXR
z`b=(5Unvt9MW@)dc<u<+97&QKOEomncQheX*wG%mm;|epL6@>1<RZxaOCHrS5z_0+
zEIO66x&M;~*G1^fXky*BcZ42)yZX>%jOlcq1MS6A!9C!j?2A44DPs6;?H|L|ggwI;
zJHKCsddAsc-3BK5pH0kNqeg+fp!)-a7knLt6hNDm01Y=rXkt1>-?#{}->OFY7x*TS
z20vVsmndD4u#{XEghG#lg`K+#&H*SKFOzE%-C=+YM4&gT@k?ej=5jZ7PfY)}dakc&
zV1eNouq`V$FSpPKIx#hwzeGY?r*>a}ub%Uq$J0O2681HemS7*|Lp;fZMRf&P7b)=b
zF(t&DR8u>aCw4(ke5SvhH6d|0Q4l4kb8PzLmdthV?i)6+bt9+#Vu9mNa1#kEdB35}
zX2lwlyzdA7tkP-@`-5<s<3$w<w$Gv;GWw9(#(bZ$chVFU5n+>dq{sDC!KD{o)Go$a
zCEs6p>p6NFIo97!d#{~eV~dgaUhZz*C&jIDjAlt6RI+^OdY$Kho0?A|RjYB41|Gla
z+}c<RnH|&qNE3)p1R%OVVxbJ-p6sM|V%#bN?-#EZ7Pi-k1boy{KFx36IWbY$1azO`
zApsU}N)nuP$u~P?%6G?9A?EP0rC_72WJQ_1m(4d0?&neRVAlJ6CB`~2dh>X3am7{{
zyo*PbqeG|m|1GHXsPK^<^Dz;jPRs1ep~f;%w%=?ArOQyz98)@qsA4_2f1;a_HBsfe
z+U-L3N31(1_|EFxfA9)irTn0qe1%plnt%72AngdxAgD)80t8@4ShRKe<Z@k2z0q#>
zW^s1bx26;Fsi=|HTt6N=RGUbOjQi7{V0NNuzfLsixEP#5;w)CQH<=JE%S19Hq->D*
z92!O-E75-Zbz#>sMsREySHaEB`m~QR^S0HsWFg%2OVx=Q48)zbhGbGQ!;D?CRU(j`
z%8)xjrj)$@S(Y0MckuFoTjd$ZWm!w)QZ<`WaAQnt>@zezE+!`1W2Sv!*c?98!3~jy
zdyPxY@`z;(+O45X#;&d<=wA61s8JtDC3zJ0K7LwLh|ob$dk~adt_@N=hnR>?rw6LZ
z%Ffk{IJfxd*DIRSf!Sd0b`O`DQ(klL-OUW%DYOYPHBIj7>Z-EsVBBAVLjxtI=#4!x
z&gIXSmzEP%m6dw6zdgefgiQO(8f$8X@pA(@N~P9^J0qCg<%WiB9_TG28rT$=Dpflj
zHPQ|oz%8lbU4~&})#|o(A6}$oSophvpMSGPjcZWK<24t@ygNT??47#|)^h))Q)Oam
z>e#hDcE!ND_6XLTsw#>2#6*|<9ZFYscPwwIRg>93zSh8KwM%@g?Ezm)VWC>0b#T2=
zsoAU$ySRM>zg7yAi^0g1nxY@Qef!qg*|{IK`8y{+pMM-W+=uPUzSetYiM9y<$Fg2T
zKHDvBd*>M%)91c$kBo`CHV#Lzuw^PvNZ^6U)BPTr6~ksJhb~IDY)7uIug9gP7E4d~
zE8`S*OThNCc~m~kuRw<lPoF;JRomX)#>}O-$XS{|(^H|`zWfMXU0noa$haCDqp(%u
zFZ^7(-^7B#;mea;&yh)v<;5k^3;1wPsN-yuDE6t;8*w2$_2=kbtGSJh0fuh81uX!9
z*`$yt3j-?Q%)<Q{FyuzJ^?~00j?dn-d$pO*fR^+^UZRy}g4^#p-NS>;7KSk)LBW1~
zNC!5naFBVp&28y3WVnQV|L)z-i#iHf$LX16x)H?3+GtrMjI}+Wq)X+NNB-G_l9I!j
zGw6qAB*q5cODn4$5~~HZ)TX?66(eVtKBM%{u&-eyK)Y2m8{XMt(+ZQt9WaAGo+Vo5
z-_*~S2@PuAoIqm!yrP#&+XO;VoSzRp(j$KSY3^R%R@Ezz;eWq7K{$5YeI$f|y~>AZ
zq?IK0HP8S4J+E*}$w=W4pVPXqB($-uf&*?TUPhyr*}>*iL2>29O5nP3*F)ABea5t1
z2a<!Z8$pj(!zTlG*oUN`@zhlC^n53eMD>cnxB}H)=@BsAucA9JR`xwf&{SaX)~Zdb
z*F^BH8-dL3UUx4+Tk1EL%=1t7xQr!*U}9-4g2Ps<ut*w&kZPy<U{~4~7BXN1@iKVd
zuZGOwZQfoK;fLmd91IG1MHT8AUWtoO0tCorI#Z8#GaA=JJlzC;=jwb2nqF81mO%7R
zh26^E@1=QpwowK_K}}MS`|o*$3`rNGM7NAUtO|F~V9wU7NPHlyb3dagEaZ%#q#^5Y
zy;8)$-*8t!7;@Z33JwQmw)$5j(*Jx?m~;3>LvPE#?-9b{R3wuNe&U&kwTs^`hVFum
z<mtkHU!1P6gLiyD5ttdSh<#EHa(6EyQHMqEfR*Q6OTGvRXnQM8HX&<IW}oG<zvZF6
zjKh<+xRB}Y4R<R?I4_C|uq7Bv8@gBrbi~V@_b*~Erfeh>`1GZ+IIUsZikzG|D-R~V
zZVnDUJ?Kb{P3A|M@`9}3)9!C>CjS`Gmc2?#+*q2dmt0zGYAP`>BRV?k^XJbZW3T{R
zbAP{Hx(wuTe_>$(7FO+s{Zxxu05K6P{9#y>_sWQU0tsIt_3XQycgt7pTFWO<P0Lqe
zr5;HYYiUtGv~1#{pt9(jJp1P^TTs4EF;zVuxF0{9===GW%Z-6iTNj^+FJz2s#|?b=
znehHPi5Z*b0>L6-y&$iq6a3yylQ)4!3F2D7H$eN;v2<nWlZ+gnHAEKb&U>q=y(b6Q
z+vjU6**~kE{M%4fHN#T492Oo<q_z(E!#Z90uysG4o0iUbamw3DS)<?<)~3SljhA}n
zh;LOYmhMYG40-76I%?925$;H?W%=B-*u6mpYn4}O9uVtuA!85xESza?J$zezsQe3h
z6LGroZT)cSVWJz<mj|~lQjt>3Uf=OdECcp7tGEM(#3>y%PWaC-5Z1oErN7L|il1s+
zTy!Ro=jR<0M-?fJv16xv=8z=Hld<Em8BNU<LE|nzOB_U#-B^C#zU`Gg^-9P*tmenm
zb8pP2^MUa33LlK$cvCumfZOojQeDU?s8BCkPYwp(p6#A}E@Lq9xNLuRx4PIaapybL
z<7P%<kwR0`id(geSrxC}`w69u=HNS10+^>;m(SE9?9PFJ>eL<B&WZ8>vi<&_lS<FI
zL`}-?8e0cdPt{W>6fEKV`ST*xkaNF@u`%IM+){n4*zn-sR-+%z6>Akm{RN4SJsw}8
zWhJnX=a^^rL)H|Ar!h}~f8$doAAQq0^;4;NEA*gzmWk5{ClSMuT+$tCx$L>i9R9FV
zw=*S8(iC{+hQRU3nnSJL52#6L;IS$5`6|_}D|cWrOZOtRq?cuZzGrnW*{%G{QpWs^
z(MVJK{j0*3LPFzGG9YN3qp7|9QQ~sn&!0b+e+_Yc#eQ#Zr`9o8i>=^^Uu)>?J2M(?
zd3>n9ug>ukGh(%Huki1u!N=F~Vo3Ef8xaG~qT9q?ZtZOmKz#D4rqGC~1iH)3aqy|z
zOFvuBySvWZd%L{*GUo(&vkc2os!-&|)aYVTTkDD{3pz9l@`DEbC^@H<))7K<bXT9(
z#mip0bjfk~cfFvHP#o{<-@lG+VVBi4H6@z(MMSXMzlXRm`Z)Re$j1&+4!H3QSZHh3
zp7RXD&~69CuULyAbzo;}hhNXF(5^E3s$Al^=ucCft?}jwV_EJReax0pq&rFv-b&3<
zW_M6bhZ@##fql?IfK7s!rSy*6_#G;9+rzCn7!kjOD{8Z8ei%A#GeU027%9pr-uM|2
ziW#y!1q`Qgt$<N{TpVqYa?d~cczjR{+L>=<QZmR?Ovl|))6()$R0`g!)7W&@;2+D)
z1=fWx&LG9LXn8rUDQ4%wQ0*Z5aQ!&iPY~$2Ry;I~sCnuPx34*VEWB!KWG!U|GxeGs
zqqz~n%h=b=(o`bPKR$&9A#na?`f~qa6uF4(JrI_<F-Xv<Z{++BNT1cXI#ux2EuX2k
zEY1XMdW_k{y7*hh&Z~dET3X3J{eFr-&d$#E_1fy;fFTCA75Mn_I>to)yGYJ}ZH9Qv
zL58!*!}Tx+CN75r5@)Gg(X?DFjA6>q+9<e?s8nZlQc%+<bHB@{z_NfZQK)aes!uVD
z<ibL*D5-7Pt_cp@iIOjw3lI$DFxzOmZi(Jw;}lx4+r0$B^bHGbDu^h&`yR45k>`42
za^Jl9uhgXCevV25waxzfyYrR7)%SBCAmPvfIa36Mubd@LMCj%`s%LXnUEOd_vsaeM
zY0Zh}NG2Jjt~RQ%#%dDh$H`5!%zGw`U5n75Ub_1S=7GJ4@mfz0J4>v)P=R{zR%Ky$
zt#&apabMpHP4Epk0GYGdD(bjdrNeuU4`nPVz^Z)h$g@K=gILlEQ3xq+|GlWDr>Pl{
zAZlHv7TeR3lp!c6sIFh2?Zbt#YQl88C?0It63ApM5urT&czR(-M&3N_E#Lkz6_D<n
z_|7C&vJ0eN@k73!ye{(o<l*L~PvdaluK*+01gouf`knSa@GY@Q?6Wreg+f!E1qi#(
zou}fb$d=ulXBFiNAs*E3Pr4O3eqPmmLr3?;7^6u|NlDo#g$HSH2W>>>4lkXX2q19w
zCf&{%lTKBFn#tSKZQ=4TX;D#~Vx!VKjWyD=!{V}jf6>ae=6I_^hZ5O?x5?NvDB0aK
zAiTL`r+*_Y?K?-)RwRq0prn`zXAhT*IUEO#<+*ViK~TM!@c~(VNv5K8_a!)+%moR&
zi<48|kg;{?Y<HqY%(vFoYVQTT-emCtbhoA@v`@j7GI@G=Q8rr+$2Wdk?@hBfJ2_ce
zx{p>lrO5R8i|BtYT3vNc3m9tmqJkU;$C~VLC1K^(7@_~f#C$SlPHx|SD5|<8uw_BE
zATI;TZ(|WL0%yg<Lu`KY?!SG+4vNwffb*`;LIUWmZ1;~`Q{(Ql5TB!T=dNqU(iA=w
z-fW6$IY1EK8x>mxu06CwEabUQ3i0qL`~CI^C2!S?xexT`X^f>0{QC8|VHu-=YThYA
zyH0(3>pm%dMY8&r;h1A%1g61@`oXXdLbC|vZzMl8tF3>IX5v{00)gGKr5~z>1uhM9
z2;A}CpV@<M$O`(;VXz!x`f!V#5bUy_Zvg>h+>}%uC`aCCGOMdyo%<p11dVOpnt!Yh
z))Re|g+tG>X8RC_oyIXfmQvtGi)cZAh|lJ@UnWiDf;Re8ii(Q|pjXG~H-7L$IZl6n
zUxY%9q)56LJbwH~;c%qopc+Jw_(<-XTZYN54Oi=H*&M=~9=?@)8{$*)oz;J*jiTRD
z7aXDtR}$VcATY^IGU-wnb>IPJx1vfUO1b0js6!cKhfMe4KR2EFoOT9CN=|Ca7hv_<
zYLZnFNg2CSeN5E_katwDG|^8^m?FXb2!J^Xof2L*1O=V_8sU?QOJlXTyhms>S}PWo
z+M6#u8K_UoX3)kUpyC{@uvG~qa|N#68~4J&M8?JAlH9;5N6^Lw=DGHv9!D39a8@8!
z$Wh51yr!rAA?{8tCBP!VZizY^DJCZCQu$$NC5Z$D8U1L4!2`S|Q+Fms4@Rnj0i?L^
zvuquIF8WXFXNB&k74t>W#!jBYcKfaroZPtfb&$}Hh_o2Br0r=~%1)~@dmg2`daAy5
zRE3F;pWnGNhHnRi_b5UpWW_G!`uN_xm#$K&C(d5^L@!czS9;uAA2sHl6^Wk~ia~l&
zd!RX@nma$T!%rP~FjS!+XS&mtHQYPY$D?1FKfkmO_q(BF;_(<jck1EV<e<mbTzB6u
zA?#*&@+rx;lM(LAUY1xSJ+pF5$b5Xbbze>@*HFXB2}u~Lb0Swo3YJZa(oW_peKIjG
zVafs48ul!O1l#)a8nOEIWD|lc>jll#HT}}KAwK5&^=b4pPeW#AYU%f6;JCKlZMoML
zJdNd=s1v#XV@ghw#8)k&zu}HL7al$_258Kf@nji)!y30KK%X`W@Q|LpYkm|Dx$KI0
z1Q(2`n;sny!Zp6(SkNjrskGPZo47o@V!yB58XLMRrVj9|ixKtockN*i(j$7R(ySp<
zGazv6?S)u7QMb>?rL5N_zl0bfxNoS1Rktms9T4UT4to|FbHaVw_#Qkt&K`+gw(u$d
z;rCf$DRXhKJh_%F`p&nG=xyw?R*`{QEG^mhPQR9etvsK#u_RAOhQP4Ey^C!>yCNV*
z^V|csJg8ACD@MqC2!<?d{q4dOvaCpU=X=0AUo|*z$$j>)XkxXa6e4+Z{S_5B)FW&t
zb%dVZ?pXahg>aj2K{&Q5n*}@8F9cA8DVUYm-Hq)voDVK}^M;(lXsGT{x);mY4x)6)
z?w^<ExR6{+crTgU3$YJ5`&Fq53njr0P8K^d7hs~MnJvxGz;RO%PS3(-@pXB{h#xIa
z-70o^@hyEp`YW-$qua>dvE9jG$!=6%R+zG47yv2i0E$SL+>6(E=eeTMVp=&OT?XG|
zFYZZ9agHF)<CQ<&D7@9zL|m5qr-7SVO{kI5yG|7*-m~v+QTiW>7D5&T*x_y$b)g8d
z%wvKWgZ|_IEc31(z(}s@P)U+C5-C^}&teChYjei;G}wQ~fyvudtk(fD7(#g;{eEY^
zzQx$UKQ4-go&y-r{Jcb=A<|2<JPZYp7{9W5{V3PK2a&>&|66SsSZ#nO*6N<tOAgN~
z!#<Qmq%z-bWVda<S*;b_(ce&agY_`T7qp1n^2FPlETU(w0XS=Czhsig5({NL*C6Da
zN%$+$=Qnv+M)M^qeZWZ=i?QCIGaODmI}_n+3!?5eQ(oy%59U-}WY385xnKGi6`i1i
zIH&#UoU*0M^p$m8K#3a)f{bVSI~EAshZeww<r9_xK79NTviP){Ki)BX^%{uKKZ702
zGRy*J`1qM^-eM}za8eKTx%@^in^<?AuMwAN;VG9l*IRim!^8dDk6hwDj}mi9@`Fy%
z&A$bn=A!_T+9PG46RzzAPfEdyVGTl_UoV%emRQK}*-Tn4kiPRQ*FDp_Au8t#<IF&Z
z3%>Cg#sM0KrBlO<Bn^`pqaOb8l;IEr`4hP7E);fTZFEMk<mMoV$plM;4LmF>y4bsh
zT%`|`|9*ONPlOLCOl2Og*kNqNOk(#+ML4`|65Zm45<BgyZ;D(m>-IWA2SVb`SXx=4
zgH{dMAYJ>iKNAi)S|_g&rR5aNqB6;K(DiTE133&=Rm0T##nG94hrw$tJ2S&dUCZTu
zG7ip}g&6xm$>4X4WzWIVKHvPA(GQa|@K6mEWLyBc#aSei3!G2wn46>1^M%Go4cm=a
z;6xKg{rAuv6p)u*atPN4&K0CGPC?%(PJU@zu@kdJm2^MZ0YH3Jr>q^41;90f23NkV
z;s0CEh&N6zAiW_ipBy$2jpvpuv*pvyEOIL9D>$C%Y&PlCgt!*HTnF->QPWEO;ueeX
ztmU$sem4bfcMxtLXD@CmO6`~^SzDN)giE$Kj)W&(N&c*YLl_v*>wi7=vUTdQl~0Cm
zB5AlR#&XoKQUhwx@GEZ2`aQE*1TXVjXv8wFsYR%I7e>~MSor8yg966Lf#*!&aiefU
z;KUX$j;RFM?h4)#(ExwRU2IjX2m)fT(hoawHR=Bph(Vj9<m>y_@^SJU?cp`vMH`>&
zDu2<#kQ2}RepNSk*A8==qjc7l`f9S>oP8xABEBByjF?<FU=+QP`><eviEwc5P;N_9
zc+Welh^?4c&FciV@0qeF*~|OuGvI}U8|;#o&Abw&F1yF@jw?}uL5991TRBmTpD6j=
zZ{c=xG`sYndG+iTbNpc9*53(=a2X#mo$qZKm2`OoBc=IkxxDyujq1bdhoinvQ>P$V
zP}gv{kaRgU50oHUmT&GA`F&Kf`cD*S{Uc-!n>pLiQ@Cz;&O_hO@oh(Wsat+B9F-<Q
zl|QnF4}&S0HFv5Hbh9jzA69l10bOu4N{zW5yY*UV?*phGNYFx^Ur$X4*ff~9`x3Xk
zlr@e`gpX-aS3!*MTxO%UwxtkijSrO{ELEz>utTu}Tv>$G^L@UZR^MxOu0iZ{`p(dx
zH3hT3p>R!DP78+(GCJIv=BDY!_G|2>pK4PW2;TurZH9C$mAdTO5AaEY5eq`137Z*P
znstQyfGN)Eer|ZDRTE+E4N$VeqLMCef4@3O3*bFVn_hcZLws*4g5tSi%LeBS@*d{h
z<db_lmF@0aBTanXW-}x?QV2{!wN^Ej0HS%p+m*zLiH4Dh(s8~9P<As=)_9#_mXdZl
z1Hb2Ljc^{;Pf3N<c9UuG+wfeeA@~faZN4=%i*3^gvB)-WAMc-~WOD32SmE+Fo*G^q
z4$Z5E(rXBAOEvLhB~ouqzm3L+nzxR{SIZNMp)oF-g!17BBh#8M)8C_n1o*yM^L?wR
zF-b)96H|%lD*|qZ74oD?Q#X+&E}E$_FdszBs<~Ai)K>SD4L_JzF0X}_%jH)_5=di1
zI~I(xne0|B{n$bZC;(czJN;z<)*-(Ovg6b4Y#Ne*b-6ZMtzW$v!6Xl_FcG48QyKg%
zla<{U_wNG7exR_6>q2!JJ9`(kw4OEt+Zw;KoZudL>6dklHL{z!$o{(JUd*`GWroY6
zA6xDbKa>s#Y-er--A<cdbp(iv;2j~o-VgS8p>&8*LOz9t7ltI97?K`=YR8ywV23HM
zZUL784DY<h?=sryoA?kfo#K>M5|zDEFS#AAJ@5_9A}B1^>u?*PVU9Af)OT4o9I+S?
zVJ&tk6BjCWD~jiZNz7!4tmqCH<aAF+av9#1^QqFXUM3f<dw-g~yBRFQeFj}u^Ud{{
za$Xl(mt0)pke`saC-iCWMFO|kMCq@<h4$Ohiyze5!^P8G0k*a?038fw1>SG}uW2=s
z1=AP|iW%dpUm2F)%wLSXBM?pc8VHUK4MV!$9<z<wMp#KVt$3HpG-fMrH&+G$u<Pko
z8jxuE-GzX6#cHWQP`~N0EDn6rsrFvc8;8xhN2;<;%|i39Cf|=<!~{{6Ms*uopWATg
zgrVCC0Y3Gt-40;!8bDCH-gQ1!Hwe4HbCGs#xj%SoYt*l#$(XpHoGp8YfIedi&Egs2
zi`<KR3rl0<CeLatm4O;Xykwjcv>p8Ltq;r&RaUQ!PV6=E_OAlrn%QA>^#O7uuE8P&
z(m!mUkT$@Z;G0jjuKDPwj<rMzTW@-TFd%rG=%dGEGS=eL>$4Qoz#O`EBd6?FiBw`t
zQ_|{{0nF%}S>p0#R^|myi-U9SK1(jX=+-T!{W7bS<&`eu(U2w#GNTxJ>`hTTm>#|)
z$OMWjV)kST@8%pSAZ|fD&9&i=TROxrWRcloMGnPoT8h0$rTJJLdZl>Ypx`|(%Wc#x
zN~z6cKNNW=n%9xLD~tIOe<40w`Esa2$~+~USOD@$nz_CA{<Xvnn~x_17>%3_igXYb
zASS$U{eneCv49#VW+M*QH-UQOzDhZIdGONb^88gIVd!m<bJ6<KK`0#nlzJt?HQnUJ
z6r#b9$!wZ*U?nyLlR<)y9p>+)?74T$(`!-rCGn{kjtOUaH1MyijJ2-BYosvYFDjSc
znp<cNliE8|ieazq$Fl!BlNbw&-Q)_zBhHIhao=d%?~oG*n$`}82{d4JV+PedHE$OM
zLr@!q!SzD2?`7poJjyM%zihn}fv(UU00UMaAgzQi>sc<R0m?fgU!jHl?nwvL()Yl`
z0vx7{i4pp_<RV;oL;jk1j-HB>_o8E@I%{5ZAx}fR-SIFmYNun<_;BkWpI{(qBzy5o
z4MZ*`g97d6y_CSqL(Bn7^v2FrF7G`Z-b0!|Bs4b9Y=~}xYp#6go&K)v*VD71bC^*y
ziwy&5$<tzKUy7LQMM0o5zTTZ$ysrY71!ermBNJ!`mQF6a2{a2gt4Q%sl<0KI)4~b6
zvj1**?0ny79`LDKFW1&lvJ^krGgxv2Eg@s`{L3L9{m0zH{b|VXvHlYi>Ego@$SQvR
z^6(|+paVpye2w-<RI?R`jr;<7BZ9>()T!57uS<d|I=`Lf&)gn0wnW7;W4GJqK;X6Y
z&YwX;>cE0#D;_MJo*nsHOFd;&OFc6;^0&AgBYDl+FN@unu;??~+}&yQ0;)&375OYM
zo#~tE3+c=#Zh3uol6`2_CJo~6MCzcJr1B>n_QZGkX0EiKR-5yp?kT<*0M*QF2b_xg
zm7v$|tbXA!IWha3>UU{iOW4`)!KA9&2aLz93!O{)>E$B@MncWMQD#mnQ9T|s(^7eW
z?e>ANc5I138c3!~r`05D$Sj}|X#Gh0v=CH4jOY=Ukn{2W0x`Lf3!c096BUsjL1&4a
zjG+KPjkiu;;ovfRyl;31+}Vs|hoPCZbCPSob$ob5GR{`s^lFI&p4AvRr=3yjx6bj%
z7)he#5ZX8y%V?YEuv6iW-$-UtCd*F&%i9IQ!Rtcb>R;uyJ@qK##Z%#9Gk<4lymZo;
z@Kg&uC{#Aa?U~z{bk#3&3$Ba<umvNvp!a4ZVQ{j=ZGAf{^MidNmXKMO6DIK2Ecl^3
zx0{=Ue6yTl-jcn_ZY4ibpSY$r>o!6)&^f%ZgtAG)8a@(cHhs3gQ{N_7tc^GrTFkK=
za%i&;kWe%RG18R*7<I2nMq|xtX8rR6=%&<`F&F)b<cj12#%q6o$6c84*%WM%v!;I}
z^waGkoM_m@_EJ#sx)sV|FN`@D^Ema4RCRF!SPNT{*iRjh@!djN^>y*wl8-|H0jkw%
zEbS%^*!D|;Xqy_hteg2uQLcE>G^Gz7g6)yh_c(8fvO7IuBE-!1h+pvb9Y_}_5Nn1l
zU>Nj0&H~6cAt$%&!Tz+R`D&-o`N|*D{YOP(Af#t@Yt9&KlsQp0pduN|Y%PnYpY*>6
zY9YE)y6#I({=SFkh9Ir001vNM8Np#QO7Zv!)7c8)mu?zIQ%PF1W4l;hBYZ+zD{QPr
z==qPSb;2qL>IU%8z8O^DHYR5xY?R0{%?d!1TPVk%Ojy8SYYp$u>*3<jN|I{wvW4;#
z%o9M5dLpQaq+$+>F}~Z?>K`<XTDF20*~g6cr*}bK2QjE~4DMep(N5w;I<=Y$TsnH>
zPyG_ES|nCvq5Aj81^`?r;hil%-@X<(n=HNbM3UF(9h8x}n`XpmnFmY`jZ}2$GIO4J
z$K+x^#W2zk;X8&-iG`_vyy^J3{m8(swzMV{Wb#HJ7tv_C@2695t`@DvmiA-S4XOkb
zj1THYo(7c*&-<`vHQ4eed-p6u-Ohp#((<5*5rp{mNUzZSUTwg45L!ZDMiKR+U9ON#
z4T@NLK13~*{A+jz)u5KlYFuOd0;;Bjgxu6zU%zk!gex$%e(v+kQ?(Q5yN|#b^e{Uv
zxZ|uID!;8s|7CAdyY;OtB~G>w`LY+I!RA%({S;>$)l_<Df8}uY;%fD=*^^a{glyku
zAc5U!OR=6$KejTTOwRBKI5^hW3O%iG)TVNz4;*p`k2PpgdMP4s_R76Kp0E~T0PPP5
zuN|>pWK)LyQuyt)H@2VhfHAbp!92W1@Ve0bN!U_@rIk1!nG9eUw%KXrag3|&)4A{N
zZSTLtv85N0Po_`iNLe+{KVy1$?CRiJufUfik)Qp&cBoRn)_0IOGW;Q*>ORgfD6MBX
zGyd(1SXmB6SmT<_K$h12)7|L#;~(FZpRyERWJ|<>*qcUHA=iNb9z_axNc+QVDgh)N
z`$JBdNB@ztNx#@E@2tPwVQG89qgg}3O_ZPx2+y413sy@v$8vb$Rnl(BQKN_}dX*!9
z2XUeuVjAo#%Hdob<}@eh0ea3|zqKWSF9t*GkZEMp;sk23yGWFwo2TS_#`uddHVfs#
zb172Hu7iXQCFv54_v#)_+Lw-wU}Ms|gu5k6ynbYj=QYrh9JEkRKjr~subJO(+aG^E
zHf!*+0fB?ZJZXve@GP(`RnkR`%@%wVK1i@wR3Fs9J{WTA+i2M&(jWV4NT^ph>jg4B
zxs+X>N@)qF&)7x31T5$CvhYI<fE>YSf$JzQUSr<AGSN8R0Wdn6t$+6V9KqZHx3E9;
zTgh>%fL>l`1tR>FPiDFB*J^SXQHzCpRL!f-p64u7n9h4QI%Za7NCW7hfC=E749u*H
zSc4oKAGNUd2p^%N5inn@4T@<4hS-6}Tx#FZucY5E35z|74vU~Tv-mb$^fSJ%L>!GB
zY<n$A^>dtmx!CS3tW@=T(#E@M$ZiE-JT#nV`zj#)m;sxYw0L4Bqp8lFO0rDzs-QV%
zD??&nY~!K=1R@g0yL)sxZ{E}C0nZ<~&0Z}Bul^=vgMmi(4;VY)PhD?gg8G+I62*0*
zpq;wqbcARz^ND)k<d<P&t5StZJtBGJ<llp*hc|bkT9g5Xf9~Jv)0#R>W93O>{e%6q
zSi9C%`Ol4F(E(6Qs@mxu8Z{~J+eSv7fx`Q7xUKqbc5+COO=s)ICjG(kirAkcz)$YX
z{e&;3Dz_8@vS(1*W(5$D0^AuzeO=3FYuj*in-f5%)1!SJjR+j0`*RXp%J-?~NmP=L
z-<5*%=1E#LVoGo<W7IF}X6u%TRU+doz{<>GYag*NHva_7(}~N#iwDR;WC>A+3=YQ7
z4@R6rGy))CF)Rs>6$7np>?b=!KLn0}EkQz)CfxpA&m%Rt3XiNEyJSyUZ`Y@z+o0>T
zqAPT9)(s!`pRKJ^4K~~w{T}gN{k^)bQ;<_A2IAh9?&P|k(e_l=_kIl^D)_Xm-r`m3
zrP_0XQee>Rt~b;;SEoIg{#e&78lZ_F4lV>00+5%`(rMt98&m)Z33z^5*!lN|UEae2
zCvaH|s#iV*d+aMz#slU_^P>~z@AiZ|S0A^I9I#Dc=W{V39y`L*!<Ju<_p0XgQwzmZ
z2e=rH8H^D_J+n7Y*M{5@xTzwmCJVv`x);!kFKl~9a=U10n0TwqcqNf@p--{j+FrHW
zJ<do;WGT>Gu3|)K?aRU*iOkSVG+(Tq`^EM@Qq^7MN|w8FL_BdB)L-<|ZdFUDcC>u-
zZN6C=tZC-kR7E;*`2ARcT5@dMh4`l?n=7q{R1b+}-7$k=6=}tyi`4>qoM#{a{e1!C
z$g7~tI&{75(U#Md+4r#a*#(|J_LFjs>|IW|ZZ{l0Z<C>ek`Yhq0a}IJc(btxFe_V>
z0fqIH3GL#A@ZsTSHz%!Z1Uw_V2UK>X7_Th4-XH*33*?COn@yNo%o`U~iz!MiqWsG5
z@a|oAsR9M=OrB$ae|$<4%#e%u>W|HsoFhs~tMi?VAohpuN-<vnR$Z-7w=l#9B+Mfn
zeg09PAgavHtrwmXq%#4G&JGqi*%zv!xS?+c_%|=Zhh&bu6Ob|x1!6u<TpoT=cVv-!
z()!r6`QZ}xNXu@qcmh`(2Y>5dK;SzCQrIBdRcR;<W+gCYP_EYD^5K@a)Bsa-z%cvn
z#82wQF$SVuj-F&S&VXA5Am`_{0K})7cQU3a$54gRS)p^5sA#oXvG9s31W*r5zvaeV
zE2}+*!r1-b0|BNoW0T)JEC}ASxpyv}5H}b<znOVBQFV~0A6!`XPKNstZAOkO?X1w<
zBKc%Ap-8m2Swbj^G0Mo(&U5pq;GJap_!yqID&8nz|K87Wx@;*DgXPQP`zu{j&jFPX
zx3e@iSyWWfRqhT<Rz8^-fT9Q*t@3FN&dP6&G;27^n!xmq`{({cs}Cy@A~=Oo<kFYo
z|HD^o#$SdV8@0rYb({}?umT;5eaMrO;w9lAs%>(ZAhxuHgVQ|90aR-Z0Korj;C=)5
zM}VcY&o9>=M`0XSA6EX5SqN~MG*|r4E)EhW8sS%q2<P-G1{KLwn+ITmuW#){Ul>Ry
zot+^)svH3?*Gdel=7rKgYI+&K%$7srl0$r;LxnBer{7*HqGJa%g6CPH=LIkC)_L|o
zc0hZ*`w=j)uiCfDTvQN?Ktq9mXdFgWy^~CgzgNlfu32^?HDp#&OOl4gN98Oe!}5?D
z->@v2MD8T&3s;-q(HL;dS5*Pj_%VZVrUYJQ3~ZN;Wi6ORbB>6An)~-FH10yLcv~7-
z25_sh#DqB!hLpEvAo@i--+#?X9dsctO-&Ae?|HBI;S88+i#C-YAk2xBwL3}u)$+`7
zSgFGYHtEL1Cu&`#r3HIgWCkLw*nzze`=8>M#)RDzrxIHEYaustN9rmd8D4FxrPB2e
z49WC{JU0`Dj3|*yV@*$b5Y#K*SbvsX34ZG|9`l<|G2%Py_|Wm4)&!-b;YrC^5m1}h
z5(Dn!#UH@ry_#Z1DuP#nLcUzY0AR$FB$X`p!aZf=@V+nOWsaEwW0y}&b~dR6fz0KR
z%eykyM`%$+-PFAyDRxnQarB`kbr9ID`4bQj8k?Fd%-<a`?EyCyjQkrkMzu)zc3F;t
z=pR~nt92c~fL8eZu&5l5@ye#|Dn+Qt#?sqg0=Wo;&KtBcybv=_d*~S?iEVUda%*@Z
z^+q2QKTh?qiP5l&5FgZRGxNtWu|U9>%=o>R>$LB7(Oo~YPEj!euo<pGTfjZOD>^Z=
zjnKn|dLUdq66!Q>N|hqrz7hbM*o++YV;}+?bfdjlI*>z`Kr4?P{tX6s0_$+p|1|?d
z<<JaKFfb$8fWBlbWeBgR^>>egp|=rdr_Qn&pKZAhK+aYSi*M5>{)TOCmcXU>ag-x@
ztry52NSF|ROH?k|Gmt$DXkr^>Cwe!D52-6v>}q3qm~zJXjAqLhhYkln(JSEMX%hkv
zPWVdwm-4dm{KqRKsH5XNtGr3@V^I1WtvYBCIH)}#P>JFJS0xWj#)IlkF>T{oOBu6(
z!7BGB-|mhatEg24c9NzCg2qr(qnT9k8j(Pg|D8Dmx5}UuAV~!`&k>5?w?EkG&GFJ=
zKW-I3UOp!W=6eG)sWJSP2UnroQ<Dtl^n6g-BfcDrR|^tQjXr@)eilPI9=nm`Z7KIx
zuN9L$dcCQJAPHujfGh2mQsb9^o-;-bw~BKm41F`d1nlpN28(XqKR)@L8R6mRBnpWk
zV&xGkV-Q2vy{YIp?t;3mBRI;(d6@0fm#`5Hv?X|R-(zxwR%PUv-u?Z7;Jv-ty<e%e
z-NJNeuCXa1S$eq5s<d(-SP2f(F;pq_<SDWpuG%I|MKBUct-OelwMIp@UFT!?7-D@j
zeIF8E2!m8>95+W_O>O{0=QvLUVHvcREJA*Js3@KoMq`fQV?=JT(o8&*-wfLu`=8iI
z{F55Qj4ZOu{c~_tSFQs}o=iCx<IaUd1Ayx+(drlF6{8`?x~b4m<Pc`*&|M#(`8Gk1
zG()&D*2Gc^fbjc+;Nb-{-zkO#<-`w$oZ=;34Gv7#cqHWv0SqxwUIuEY9a1oUK>Vi2
z(B#evS?lEKRBb}p!bjbb6~q%Oz!o=7(BuyDRR-_%EUIa5F;G%I0<}U-gT2WmYBy-#
z)V&$v!%i=?IDTve0Si%b-F|IED3vNb{94C7A5kI>HFAN%{arY)XIDWp3FglK>TY7%
zRW#x)XY8_AsrA;vea>R3WlrjwMBk=dC~%EwU<bXEo(BNs>FQmulZ{7U4c}a^IJ^RN
z1^}^v-h)e=*la;ZpM{SalDBQMZ7j9)BbQB)QBy_fFbeARVgF1f%-u}sh7I(QONrp|
z*0fb27!D+MBI1A2UncZ(dM#e&d<<|I!IBi?Gqr3j`G6#EWM!D4vQob|FF0PitT?a(
zgfByJ)2YSv5FEw1MVh?pga9p$g1u>^g_AP_(C@53fKLf0*FJcC@g$OD)y*U_f-^eo
z@m6#idnE*cK!~eB0KDA{Qad^j2re8IE-Ptw8b;HA6XLx=V^x=oIBL)hLzenr&R1B5
z9Jr%&8oB>kqVw9@@OaROQh_Xyt5o+ZZPF0_z&zl^1#G`PW70we5?F;#un{Sb*TzFq
zH9y=d*Mp3UJ*287Znp4GmY11_qc6E8LW+p3Ty_VwpmsIWncU=-kKcGK;q*s@LHPF8
zL3D6v#j=!EPjY!=IkOhDluu1B%IZ|EM!9C%?CS^|7$h<^{La|~Ugj=xgLIq@SRB0(
z`YMpZbS{^(5Bs=at){5dj-j{x&5%aszU7(l=S`gdy#<vP%Eau-!stL5MCm#)2Mh|#
zYeGC^3}yk1Qg$YiRs!}iXzBxO5nU2!kilf29YFEqdN@cO{9x~1Ew#^r1zV|}_yf@@
z0=QDAB3*rrO`}B;`-rhl=5CeiFv_}hlAR3OCq-li@O}Na!m~4H=?wYFl-x4o8419Y
z7pRH44z*%#Z&W@>^#~Z285z6#V`q%ovd|j@cLt><O4N#IafuxCa~sezs<ct^uo-Uv
zvR@l-qPp+febd?4ub33*1M;_e9(a)_QW4@k&bpcp2*{}9rHYZ#Z3Kg1KZqrLg0%gb
zIN#)s=9|${Y=A461=!`G8+BYWMPebC8ZEN{v;Y_X_2=*qKmmE7FBTzAXW&=aVP)KO
zl?!i+dXmZ;d->@OEBssJ#0*H^KNnRLDQ|=Fs7UR-Y@j}WkU;*w079dVl)=g{7qX+~
zN}>v%`c2Zy;Z!`QFO9$hOrco~t!L+y-M_I{8~|uGBsByTeaZ)x95j)1C`ya0$Va!C
zBI+drTr>|q-KBM_ocjf2`UU=|@M+7E?@m-cix|%f4ShU`@P70NJcj6Yl@~M><bxV<
zs~oMt>BX0J(CF~R8*9Y^LxLhHYl4ai53SF^MH+Q8p(~Ol;2OSFGN+7I(Hj`fF5Q6u
zoG7Ok@E|@i9)LuC@bg!}8n<Y%*Jt<VaO}j_u-758`1klTXy4|rf>=OIe&1$#RV}Qd
zjh3v^P^}ha;D_%@)6Q&AqUuUQhi^0qY`RV5yWb7&G_hZl)YRS)jd_7Khx!S?AE0~j
z;y%ubPAnBYGIUh97Sd|eQc7OE2)Mh8PulL$3c3JZw;0{+>GbwUI9*l?Ca1gl2gE%u
z*Z?_0Dw}8>1+pnn2hz*Ymy~t!+;k^BFPEVQqt0c6c$V(B<)^%kt|--NK3e+#`0?Gx
zAiba);)emIhloh!beX7<IEskG_^mL2r_h&T+5rbtj%+I;Vbs}2GwW67^$fEA_muW<
zuLq=+fE4YEo9NSOpFM`#SPr5s3MA<nnUWG?L#}>+S5VF75Cu#{M~he)yG$=~6Szyd
zKNoqC!S)~?Swv(uadqx$#(2aO9@(I^ztDaCV28u?7)?WQxiWBmB;fkl4&=pgtc<gO
zhc9$KlD179fGzE`y65xK2$0k|ilTr@H~7uirbc$3OuK0+v|LT=J-hm(ybzOFFCO8g
zHNgg}TsRN7eEtz3{0u|oe{I-OrHm%o4unVC1BZ(B4u*#>%SO4!H2>xuidR2Y;JfPp
z_7Bd@pSDR5#r=2=LXLJ$6zB_+%^Z;$aYnBBx`|Gdy}o?XQitlQt4FOG4&{~Q&|6ci
zu>jwuyZ;|Jf@BKGr{)6TV0}MiwlyZCp8H+f^*koOLj-Nak+-to2ogZ^%9OVZ2WaBJ
zmAgBxKaOgnozK;}XcDxYj0aT5aCF*dc^Z$b6~pzv_Qq2;{~ewKuEYWL4-wsA9cIwr
z|JQ5rGYrgX^b8Pbc=7D<a_ZcH#AAliM#Q^qN0x4l6#)J+t=#fmmD!kf)IY<(QDer?
zBm5%QwQ0l$fE&Qy{9C|}+fc*+4&Zt3iFT6Ov<1(f0b4SZ26CJ#{Ij3ua!0PROKv^_
zS4$I?tDk-b{dE|kXobvLsZo8K`Sy3MZVKtKi9KZVu94VsEu3W4^M6BF0eVaK1rAQN
zq#XnX#h|TKwhlv?OgOQyIy&6ptR{=jB~GmE?So+u-4;Wu%zh8(fCT5@?oyP<h!QVj
z7aKxv0{21p$B%Xj38a8Vhn0CmVLi6aeclx}K@;~ElhLH@=+>##ap$yMW6-+92SP9e
z)e1bK1LbdA6kE!YbA|j_;`H^_QO*&GAsU_QR;`4wmha3%OF2M3pIN^~fYfa?$ANXG
zyU#GWzW;;PK{b8dZRvwwJgGk@^S6K+DDbi+C}`&BJ#w<^QVnw1s<lIpMx;0yMhm3>
zvbB)*)~=nQHN(;J)4k7_2?cyOEYAV%*Xd3m^CM$@!90NKpdO()`06~pTuU_QR#ap2
z%+RQyZSRx_barMV2aBLi>nz~M^qqf;(^x7(%o+sg(cPCG0qu@Av*3i0e`D3bQ49jY
zQI-SByLKu7tjH%gww-O^i%Pps$v2uZyb+3lDHYvTqh`Ary$uc8FD`T`8=zS*f^Ra3
zb4%5^OuCFcphCmr-+YQ-K064r^z9~+1jI(5q1D}g`Nv>%`lKDsb7uXQcj4h*5nI~X
zoJ#|H`!Qq(2aU_EWB|p-b7r~)zfQ1sTG?&)X%&qtv1#`K<LF*-b!KoUm$tJa)hla3
z|LIf!PmIcq67-v;`4fd@J$3GX6%wER|1-K`C!j(Ya!kinS^+RC>#*>0vha+jc}bi&
zx_gT@;eVpE9eG~E7dw9bIn~t~LWtDjcA4<kh^->J&0w+!YBi25G-4gyxd_@Cs~kiZ
ziFP>9sK*<r!w#R=`Z}cN_TFQBzT5INt-tZ^IUYQj2YuX3I|E%i^TwkRN(3Q1AiI&<
zK{Z+=>Ya;a8cj3qs)BJjiy_Rd>szrgO>S*tXK}2+nt-m6x~X<ECmgcfhetHw`cuqh
z0Wkc<ALUAd%0I<$^P++v3N+<?TTRnualn&B3oAzJ+<PvMhn=TQ{QNqYm@PJ=sm3NP
zRFDZO1dVg6X&z4LyvR%?xCK}Gbq3j5^V|P!NSk&;n8F=n`YKnE->xQb&{iksR^^ey
z7%JhM5vN#bJD${?Czfjdf5Jo?o<a%&x??)!5JD-)OQU5c9y!e65|ox)Zuhw6+WTx!
z^(C$$GwFqpjF7W5{ky9A#xLkh<5$oikwOAl>VO^GbNFu={7HrCv4R>!kwDGS&8)bg
z&gMX{e7gH*V94P9pRUH?<2EKN?5t&gKVql{Z`7G!HFfY_vG42buY>zZKcJ1h7h#9f
zDO!v~Qh0AF3jVG##yM9wKW%>ifBVn)JOD;s4T|hMr(IYLqHd3b0X=Pfiw9}7-)NgZ
zcOBg4cff(;ZF^u+UHClKCS8L}p-sDi0Q>AWt@O)vj{4Ugh=E!EyIa(QN`k-;zZW&z
z&Bn}n^}UVd8_D|)b{R1w*$9?^f2Obj*bFtT9FI!c(m|MU79#RHXc<Ka=Lbz;rSlTY
zKAx#T%KiVV?=hN*cwg8Lu&xjvhfSr1pnE}iRnx}(2l4%A2MrXYBPjc4;W2IM|E{(0
zAtNIr5o>KMK7jLnQ(oR2G_@@b6h!6gWR?kJ2I{r7wH=)470@)Ei5Ry>^y2rm)u<r;
zeNfbOxU&^5ovWl3ec;nz;Pd;K?!W6d3Ra_1N%)*X{enddv20*>r3ICv5>=Fybq{pw
zjh5TIUT!37M{>c;x)Vh=Rs0ogYVK+TeK%@d2cf@&n9ZM&<0?|BnFpma@2U0+<TgFa
z<dfO|bfx55P*7`Qqe5>61T){>E`{lVeiA~O*M|^B&Z6w>>p@#np@5yNud5q9hs#85
zPD0jb2OQNW$;u&)Wa`RSgyxb^IDAE-*T!tU+1QDU(PVazC7;x5S7mze&nuglaxhMc
z5M;dOG)qkfFm!6ZzBLm;o0gI6(pXb#3yYHCGK@N)ug5^VdAYgsUtS(lS65$umb5fD
zICw*(%!h{zT724QeJH)m4a(J#y+!VhMq0|~qQz9o`b3L!TZQpi9OQS<zy^32&h8(r
zb`re(OFddo@8@y5#azex(;5Qjg(EzfGZ|+rngi>_`@%tIpVHwrj@I6umzTEy8Vq%{
zwV@BZg;iAsItpuVL|ZrBixody)0LvAMGXIp@Q++zDZr^KiYfRRbbTIvfXXvP%<z*z
zFNR2P%mbRly@1CyDeW)lU<o7EP*eK{P8WYG&{xWZn7>9?L*o>S=j_Q^Ka{^JF&zwe
z^H6SuSYMMgP}3-j_dOhFj8>CY<!Oed(&_$*&*e-$<j~L%HY+*CdnQua7jbae*dl9d
z%U`Xu3F!uVmG!wWPYvge94;3D)Ik<}e;&bJ134)T=XFW*o|>@=18^PP-SRcl%G%(4
zgrtOos`FBPszQKg0YT-_Bj?4zLhMYG;?9rawe11)Sf(NE_gaiAAfdQvt0d9OgcRv>
z>DMi{8|}i^wO@dl=w5xm#WamK_{nERampJ_O<9WmC+9K!pp~fHIoeo_aBuj^d?w}_
zC*!#H-*7DZJI#;Hy9seIGjC}zKHYz}z;5d6tv5BFIXE<U_kMY4y>hG80ml{9ap@GO
zNIjFr-?s@itlp7?YLl!vlCN5#H5Wlh`U)g7bmyu90gC$n^`VW}J$ojbnV7&PYSnKk
zDJiK~-);!15sN)rUq=mmK3fLpX@mzGSlI;IsDIc<AIaS~Zxv1pR_?B@n^qcIS}p~0
zadIy8OA2KAty5rqHJcBv)|ahlx^=l_lE#f8i=ry#hPC6i&3u*{xtC(6U;l3dJYWO=
zU;mcnMOM~@Kr7I}wU%_W&9rbvqOL+M^tx+IE_?SapWxE3xYXNba)&lf^RC<~09B*A
z`fCe7@?krOydSjQsxl|@CVkH)>GE648|Og#SDnJfAg7UeM6<amRM?>(Ly4_CV`*$k
z@p<N5DPdP5v4C*;iH~WUu9g9F(Y;{=YY|||^sY`^{!3Pn+`A(sHO#Z*ZxEOu!s_3Q
zJx#A~k9c({aY#-;)GaAa(x@_ITmC-n&3o+*omS4yMda<ZnGQ=#etG#%S_9A<LO~v*
z?qDrTxaB&Ce?cf8hO4o<a(kL+$P>jOJKZm-62;}C$Sv!c+hI$yL@yrCqV3>=pLMYW
zd0*0FFE6je5m$U=+v>j<_bwqYfuxnGI9`vj*V2lVf=~Qj*k)j07_IZjA#XL3v1I3e
zuH&3K7zb>i6P1LjJ!{hF?@>T#fwt#Ti;A2r<L}7In$j$gbSq5;UVNNJ+v&svZ?$sE
zWr~_rsml8;ODLdfYK(v_Y9Vido^C_`I^1v!O?O^=A`IBAOoxjO;~g@E3w=;c0pvL+
z(4w$}y?OIy-`+O48afPCD=mHwS~FTUo+W{IK!1`DBS4m*ZuYs^S*NbJn}RoPeB?DP
zHR?^1)t8l(1;YMDac@<5Xn0ti)&xWOdXl?}{a}F!h#)rT09eOkUMNM{Oic;8*l99Y
zEzMT11QO(TaL|D*LK}g=FbkXIhKn};@_U(l^<U(E?gubQEt+rG!P!c=jpl;>ccd1r
zKgD<Xci~J&)UBI0)xgIwq{{A%rj;NaCnu+aQ#4aU_bS60L4Cylqos6oN0Y%P2acQ3
z{!Q0>@87R=pu6_&-)~Q#yMInTzTwYbr%15U;0T(%r<0SD)p6>!R;60}tXawAeP(aJ
zbNd4A!8~N)=2kjAJq>s_wEt(lD`l~GQafg7VIiaz_Wpfz+tW4G2HKW0zJcYT^Nt}d
z|37V<cUV*Dw#I{~=qNCbU8;gIGuS~o#2E$=6;O&O5Q@@!FQM!>X9h-)BB&@3nn)EQ
z0s;xe5l0XtbRu8~J@kMOYRX+(=ght5KIbnVA7irjx7WAUyVkegpA~<iC}{Sn@(4R_
z;6pzNfmIa0|M=0PV};#KFlxO~blu+0E{H8zQc_Yqlt~+gk44e6@Cxw%TB_OWp8bv_
zko@R_liqwkQEuXRBEDBP@x}Z$(Z*qT%b6#Fh8$+_=2Bwj{OQE-UTOHZ!|>-f2q&YY
z<l3p))vS}`i6f9%<iV&Fw!YN9G}*}>O*Aa1to+D0yh*Y=XyMk)<BvQvC4)zIA(6s<
z1<#)8^jCP&u)GCPE)C%(QB_8E>iqJHigkUdLyHe(*0k{YBwAtThwAr=i4{J0um=j2
zLEu1eE<DqbDydCgiE`F_BvMprZrSlI_<5^W>IH}@{}nrs%Id5bz!##fv5LOsrjR;8
zt@4l+kA~m2?-ozEB6aZK!B{YXw=yy}NtQabXBk*8UWkj73jfHk70emHPoL1ea^*@c
zX$YL-0Tg;v)He;_5K?oeIh3j*k|8r^TKQKA(Hh)!tlz}d3akuj(yo#E_Vf$;=6wwh
zelWHSkD(@?YxW*(+?CX~JRX8nhWv2k)BU8R+}=`0c`VjC!4A9#R8^+aL|Y~p-8$f>
z^8f*`ckf<j9%l{D=dPR!S$4zf3J3Kx-j~7QafWFcy+ZAnxgSm;r_3N&bo<?a6EK!!
zT@0(H+Kh4s^b(Kd7Z)42_B_94YnusXC%;zBl{}ygpqo|qHpX%&hK8g-EyD%U{c&l^
zKBE^&pQKKMCA!cM%Pqt8!n&Vx_;3Kqa(;ES<ur|CW@VKo>&%|&PF8YH?kUC<rlyK_
zA^|nr0mGL}ZJMQTj6!=emD)pL)fNKdL3KJhIvV`@X3pIOrYOeXp_x^_ppeM-Km73C
zaF<|O;P?~AsV9zU3xNj+x^@l@E}uu=QyZf8$^$;YkkZ`)_RSg2i@2z$jx3#MKlmQi
zX)!S|cA+)*QXNnoj_QeO%o7}tuZI3*j*!5o!S`@S5GPtP-?pKm2{onBtU`*`+0(RQ
zsz-%udzKD)_Eo=$g+(EU6N>X~IcHuMUIXJ?+Yl>+#R{;N{`7eugr!Qcl{s=m9HLWM
zgG46x-A_y$(O8+Iu$H~E2~48Ky~Xuu(n_Gp`MAA%kUa-PT7w7g2z@&AE`YP@tqWRX
zv9FHDCgm{GG`bwYfj9S?=+Ym#)_gh9kq=brvSkKA2q+MJB~I-}bkVfUtc83#8(|X;
z{-X%y+Hg(!7W2?iLu5U1ag9y0CY9W7IFz;@wm_sLzA=~s7U6=bs@~}Z0gPqRL*(JJ
zJAy*^=QXIe3UWe%dE^$lPxFZ!rq;sS-7n28u(ir=A2W(9D)7feUhho{=L-I5GydTT
zc_>0`&%S*<V^vAGfG0Uuo(yY*vuaj$wl4k^f_<MRYGP(qAr=|(pQ^{m**U-G`OT4T
z=mUA|<$h1~bcEqmFPu{!ChH7vjoI;<T6T}cz)oSzV8lTM2bFXwt<aD2;?~tGi8E`j
z;W>1-wMplfGm8s<mpdXObIyOtgt-8KfzdDDXlxC~AY#gDak!f=d859o_h5AB>oeTb
z(b17PV8-IY{9TX|$O_PsQV)3krk=t}4;x0_-ZiiCv5%a-V*~M7{Ood)3#}Meke7G$
z)~zh~!Q4`++U2JgVm=235n9K_$D2GVF1v7jPTRiu?Ih`mig(tcYWl8iM_XE2*1<ek
z1ip4lD2Gw8vDcwgz_Mg1P*t>*Qd%H~o$M{S9l5wh5D--B+L)?Iw`&#h@kM-ztzgE(
zk;g|%=G`))uYRVgvnD{to_Q_?R~ZiRI@u&oTJkm_@KZSl@Ba-OAgQh?WP!$&Gf2G(
zKV&v67&;05ZxlnZbNcMrvrC=nJQM6jZ|k02yM{&@F|@F?v7}l206e+QA#v-P6@`19
zLLkpmkyZr-1swU9ynORoby->0$Qgk<PEcmeU)bF7s9w0R@7T|z_RiLAcU!kFiRkF)
zkeO*AemyrG^D{DDGlnoZ9(CLRW?Kuy&{P7z2E1ZP0~>nFp&1bNYZ_{5ea~DCv{<9C
zy61xCZRq|q-1>aI=)?4MQbfd7Q!_JH1nkZDsr=kNZn?|C@L%ii4a0{UoCFw?la6om
z-7$ZDf9A|J2CzNY@5DUOmZBg(|C+Y;zhcEzvry~_-F$0$*z%L{mK0`r4E;`85O0l%
zepDrH|4GZd#>Pew=Gxb#o|>K}w&ElLygo-~6&F+CK5G>bUMMolsI%U&|76!pZ)ta~
zp%he*@0FCU=Mn>w(OV0H&M#TnGi@;$-IC^%fFh}<TSK4brtkVLefKsGv{1qJTB@ky
z>Z6zA<Kweu_wJ{E{IN|~T;(cC41hBOl8{trTX4&x6BbJp2A7KbB)Apy)N?7$pb&Kg
z0Vv7DR3S-8g9Z^Q8=~d)`M{_D)t8$6LYqvDj1qi34=5}wESQu1@*|*N9S`9wG}K5O
z8VuCr-iu#NJ?|BL@1BX9n_Dgu-on(Je=SH}?sFyD8)~xmX!CZR7LicPzI?Lk?UT1L
zApB8$%j8-uo+a12h}@~HRAKs>@z?R6gXOG6e|rfC1};b{KS@4=&$W(JR+8>oT2dJ9
zQX*Vkp0?)qtyM!h2N&l2ZN>A2zy7+Zg{W=@t!qLyq;u2@e)sO(9NOyFMK>}wCbq^&
zVdpx|xu4pncS%ogA?V8a47K3;w!S`d300rBNL)K+fcAHQNrFr|r05jC__#=S(DUfg
zqsi)l#UkP=()s>3KBGkqZ25k8;@1$f0lPVsSsd=IiC@ZFT!X@<DY^UGJcBS_jo|Vh
zrS}jy2d|l!ba_ZdK1syN7#SIT3=pVkdY`^K^up`(f6VpB|8v(*7p{aSXiBLBKb??J
z52#eE4F!5j1WhorI438E?rpZHLa<Rr9r&r&!Og?xFtIqRddJQ9(nPG>>ODdo^tuyS
z(I-0~B9H2A-@e_v<ks&O;v{D~*k9NC&SYn<x>;*}e!h3@_a77$5k;qwcQMqFMXGvh
z;ex;&yXl^y*;vY<tpb}VKotpSZu&olbzd!+wv?{!ZfDj&4fVE`%%CW=GvuX?%k1}Z
z=@%0K!&4Tz=A)mi_<l?&l#P~EL2qyG+3~}G->K|eWP~p2o0^*HB>+pwALK%if`&Ab
zaooJDaV-=Yft`lhq|>k^n2W_)GC=z&bLsxE-u2Ga705p-k(8Uq_tnb$$^1_vd$%3q
z-$r(KwDQ=s>i(ne8&zMen3R{7lli<2Vgst5KyueeN)4W%_s*;pRSa}ApQ=M<G_->6
zx=TO!;zA#Cs;a75-(c`P@N=ia7j~4Fm0e88(ND>_yIXEu_QGqiLt<h$s{kG(0+4o;
z)CS-257z)}Qt`8(n$v%GxHl9nhc2K?A+z5)w1ld);igyQ=?3tE&R7ZcJ|bdlWHkIK
z)ZB#_6#V(@()rVPE}Q0$N(&$h8QI%E8&ZWO!^7;vf9#<dyeV`s0reg8c`W|2eI9{f
zXJ<DNt3Kx?$q49ohwbT1@r7%IJQp|#c6<LvCoC)59M5bTh=-JSSUX|@9#j`(3g@6$
zAOg9PYLFb~&Yb+p${PuGrM*Gi`dk<^dep8t)bQ4)6J!g!3*f4+p-_W<_x0f##<0_d
z!xmC=b8{!?LNJv}=d*Rr!axS78WV5t?naZVsfC4nKKs-bDR6O9hSJZUHm?pUK~uS2
zkrWjwS;rr{WF9<tkUc)`AfbszOkgW})h<8l8EOWt*Z%m-ZO&e$wr9~N$rpj>G~4ve
zjvd6yP7Uwgxq!HoD7JvP%lh(ce`YmE!TnZ2nZ8c(UF08F@Z+XXe$Tn~s9>?#J=}K&
zlG`_}CgfW2L0|_ITRN58P=pE)b5P*|#Qw`(H-Le3y^9e;OifHitKYelyP)D~jyzqx
z@Khjz2m5MT7rTCcG3et9TQxps5l2=!cdnc+d0%dE{U7-~nVUWrZ?}HY&@hk#sp)fI
z9zhqvIj@tpkspWdC~v?Zq0Ise?kE<d*;fq!v%1oM{M4yH%iytxL@Uoyq*oj!D0!^#
ztFH;@#frddyKG29vE7Ac8_dWHq~+IwqLu9Aq|rtyb*{|avvx({;D?3_vEupqDN2*&
zG^@@+Qf&cIJ#cDuVFW6wk%2+%Ny^OGFjfe|*xWq1PJ4^SusUNc7Vu9w!eUBJ^%25q
zUV{YqsELu$5rjf7&d!z<K6v&Q6zgSbhI<Bzp`LMAFg)?`<GiDnA5Fk^s7*t7!R{Yl
z{Iq4u7FfGOr)>x)D+f2x{W|sCDhToSiNqqvR!#s3Lnnx6-?>}PATK-n7swBnE?&IK
zs15rP(@>(@tAiI)o4W-w-=wg(J4d#oy(Hn=x9JxWr6&~r?%L4K>`R9RFhJlIj)9a1
zf8wlU^nQ3T_XhZ-fB$z^3Lrgc=>zP7wW%|%J;xC~2)iKhFLXW3Z_;1rl$dQl4e`)3
zQoSe`*1;N4{Pq3)%OR_`6(5I6s~ssadtIHbDTN`}*m$dmiy%S*@RrYYl2ws!>vx(J
zxZV#>6w2{z7yjnWnDZFhM8f<5<VFTeo2BxLin<{=pj5J#FVFrS87VI>f7v+aN;^cj
zrAIE@K1y?2W-&+w1wS5@mCZ9u*Gg9P%>g}F{auK+cL`dCVKPco@&5V5i4&JDUp9tZ
zl4C$D=;|^decF#1)Ix8e)(4_USW=@B*Nb)%^}@=CAD#}t4u4R$ujJMJCgQgWAClE;
zYH8_~iPOk}xgieLJ;MD;s>(G{EawH<*>-L`$5F1wX)Zs$UTm5F=+Pq)wymvgvVvo5
z_zH#Lyfo2Hd^Z!-)O1O6@q+>$09{LK%=BhAedXxCvbOI&Hj$I!(b1yJcn-K-Nd_W@
zY4hDVvKjL_8r><boYe*3Wh7nMt*O`d(mwiR?dmP=QZ9Bj-sGH;(o`gtlL^^gJPhp*
zU{DH46(#VfahE#TFkm4|l!A{AMc6?Br-!g=`l^FVowH~GJXEnfmEv9mv>pu=*~>Ko
zm^5t|Ody0LjpdKG*W2U5vq8rtk%HGJbNxa7tHnW!bq;C>ckC46T@?d4h7S534}=WL
zUXpA#jW%6SSlj`<i80`I{5IB6g50k=PPPGUf;Q_4U;o!>II^rBoULGZB$dHT!)2g4
zI2mL%JTnth(`WAeubd}4kY{S)oFIxTvY5hff(|$NtbJ5CT<Roug%Q{jBd%(M=Jyx2
z^=O_0Bo}lq1}I&GlHK7^F)f5$z2nf5{0!JNNw++pv4oW-mAldc^2E;C{Xx}Su|x+2
zFlG8iRMZTjL~CP4;e>UqC1`E0wEj<@o?9TEHKsRj-bA@emOREz%%Cj<_^(}jE`zTs
zTORTuRkd?=88lZ{W{pntKL21k#EqKeei%5$k8azs!&hUeO*<AE^m<pAc8Ehc2#%bF
z&LOlx%(Hq(!vNCRaU8izF(PbZSrz2oKqj$4GUUTpIv+47(_UO>B$qgT1B6ArM@5R2
znT5sljY_Y~dWX_-iV`%(U*-fXQOx}D2sjiR+yY~}m*z$0uiTzM3#tVg{$N^Ce0&CU
zw)(f<-E%gp^%=WFhmcFiMyW@MhFa|)XWctDgeBBW;1I$LN*v`g+(*?O7TR4yI3bz1
zUO)osyVJ?0&^OjX2RvEc-rkPZ<Rxf;-@{-7YE*N%*U-;Nb8saZ=sv0*EvC$M05`8^
zELbT;ALa-M<t&J(;o)0)9WYVLv#pQt@1@2c)>eD|4H-}+5&*1gc9p_UWCk>VNa}oP
z-%KulIsT~%@nu6+E|a$?bGjC3TY$kZ&`I3u9SI2u=#-)|lm|&pZK+AGXgjLwaURSl
z`QnMIuk4#28IW#Pco0FAGm2-RVGE;JshQEe8ziFQ;sPa=6&1@;e79ldCB9s*&7Z$+
ziHeEwU*mu#u8-;VBv0me&;#H6hHRH;0$h%I%{cVeo`D)r*q~zzrjtEW;FH9VxvJTw
zud|{}n5CU)I<)eF9q6}_JTo&RV(*w97EsZ5QBTjAR(h<QN}T?X|NbM)yD0vx#zgWN
zF0d#=x+F2LH36rJA?)8Np;p#UOHIz!(bX;VWYl_;BgUqtV;aSId8aii3JNa4puyAZ
z6+A^^`1&Nh)-&bJn>PUs?!KY|m|7j!u7v%va&mzi$;Qmas?LaO>iYWnIm~@~_B47_
zRLDaF8o`l}#fs7}b$kYRowpCb>8I5ob@<qT(^L7{i*KQGstFgxoYzH*!O|^zdwYZ@
zB7hk@`t|Sd+$EZLOoXQkv)8Ah7y|1)ybaP84TB&5@6qHabp+fWhtO51x#8g85c$&B
zjJX-JSq@!ee966gJB1G^=HYtbG_Av9dh3_dR6$HeQi_730c8YQp%btd4BG)?gH|1a
z)m#b#;lQ^*Mlyl3x$r->Vg}*83b-^MRN)z5xk~}|P{%tE{tB`oCygQKqIA}_W)QHN
zocVeQIGLl>O~GDxME3|Rq(e<c8?ZU&APhzsy>v`Vin1Yg?Y*Je1OB*jU3(QXtq^og
zWtRbPXLzd(SQlh{X);+WjEtUs8Ag7C@w!%7hfcWf3_(cMEYHyk_sU-{leaE)h(Upo
zyJRjn!Pw)FCcX^X5YTxhFlm6aH2bN_I33|tK`7DZpb!V`Ll-Gt7P_g)bUr6{u5v^K
zEe8@)Fy?s(tii}e3}(*efE*0?y+8)6k4W+JAf}yH=Z7?1<N=n1<qU~x?m39bpj-s#
z_IV*QOYh$USOY~MBb*?S0(8x9k_<SmNjdD=UD&9apc<~A=VVDTTQHAHp!!DE{R_Pj
zfH~^)zjE&cy#y*HD<R=KSiQd*8sv{2)v1p-DBKC{*53X5nJhRbwLbi13=SgVv_ayx
h6WSmmcJAXz#Sz7?@r;gf;Oj7YItITK|7`Q?{{TTU;w%6F

diff --git a/_images/step_1_accuracy_test_coll.png b/_images/step_1_accuracy_test_coll.png
index f68d05d12a98bae5e41addb99e4da81c4690be41..3d2d3fc939c275eb9d1b363445e555f2473a650d 100644
GIT binary patch
literal 38227
zcma&O2VBp4|33aMC!;bBp{RtAv`M8>whtxJ(4;i9qow^hMjayg*lE$;+It*HIVCi;
zqo_2swEJJLIQM;j$M669^*Hw}`t%;J@qAv->$;w=8z)a3S<1SOm7=Jnw4(=ADeAWc
z6vdpdcp?6!y0?ZOf5_M$I%9v@#>C#q;F2+=Y+!F|X=86`X2|Dge96wt#(JlSw1~J6
z-vxVnTf04?qE`R<fQZc{Q_;$}RdTq<65FF%b`-VTfc%dsN+HsWqV5;c4(?OC9MIeB
z9B_MdZti>Mleg!}jf6J3-rzJz^4fGaS!p8bb-w70qqN|Y+T-sd!i2b<J>EiFT)+Q*
z@8PQl(|eEa+W9)Jb8_ZWr<=0rvh(HTl6DpC9yx)HR$pBT5_?>DPw(u^t#D1^^fFkC
zhoGoT_T?!H6l2t5ANJ?{&`&wfcPBhN{7uo-ITj|08d|R(`Pb^fvzPbU4&?nXf5X^f
zQliM~<KuHLF)^`T9KSv&ntS5v4%?lw^B1E^bvQ6u__7uMfBD8z_yXhO$1^FL=YL0+
zWAi`1e2ZO-rl?4-|9$=kA~)~iVepm7d3d4pk|MGD4<AO1jM%4y^7*K$s@}hU-^h`j
zL($sWdT3<iezBprESWx5ftyS$0S27e_T3DTv-xoy9Y!hbZM)CJYXmBIw)Aoegfulb
ztH+%YpO~14K6-bPNeOPE$aFwFgf8nk7AK;Y9cEa3Gg>WLb!c#~t?DK7CV6?i{{DUp
z0n>R-uQ-j^1l_FXnVHgh`EFWY${uMZ85WoOVwupHuNf*bjlENt>#7VtE~t|p*Pq=Z
zLhgNvy)aNfJ2mRq1Htgqkte!e-B=Z)7QJ%wZ+KikV<EmX^y1=T@+=(8)LP@DGinLC
zGR`h8--117#buX~cUpmWsvb3Xxp(hglOs&$Hu)59I(znPaY;#;7<)=PJ`q9>;XJ8G
z=1`2?+12$a4-5UxO^)r)F<jvh5&k?Z_zcT$#dPMs&C`x$rx$Zlb&l?RH+l-z;s<n{
zPk}~EB^6B6xIFo5;~_G~_*#45e|*z!;7Dn%UccVLkvu&`_c1i0{8Y4r*5JRqiLXyh
zj))gOwaGV|k|IC$OX1`?$Dq@xl+A6sjYpNuQcT{addy5VEuEioC;D9`MPBok+$^Cr
zKK@cR){Y$Hw?uB;Wh%5<x9fsmkmszkci$nOHE)Y{k)PO32`r>CqV2mYm4?aRPlkvq
zlRtkxYUzSJmr+Ks;Rmm!>-lNxcU$^-dwW}@x%m`7|NFs?){%9M=~kyZD+1N?-JDko
zsvZ5&WOpaqX&_-{>PP3%*Z1#pC<pFQzauyFCnjo(sHo_J?WYf0HKcyXbsjcK)3%wI
zPEhc!id5;T(LAdjubrlbMTED`IkZ|OK>FEVR~N;a*Tf8sjcH_E`oghpU5unfZIed-
zt5*lzr@xoDblg2+|D)NdtgP&K`0+=z=kLfz)Tfy4ke6@%l=WbT=EGvcQ;GU{{4`m|
z-jn!7E&SMOJma5%?0C7h)W=&X4l3AVGTLkThJ@7AU5!atNM<d$&XZ$}Hfe^%tn$-?
zMfLf!N#{#OUaeC3xOz=RkbLaw9U2#kZ?5(iKkv0hRA0!`bMC2rPu*Eh^{KHwhfgnA
zyxn(Oehhj4{v_64y>H-NckSbkL~5{lM{9L#jJN+tw`#0@c3@GUoU=sH_u<ZW7Ng&4
zwDVljB2<DCwj6)h)t@tv-#!1gwfdJg78Q`y(iX?bMKwjRu&s%58T}@xoB87A>Kzdn
znP}5@LE0JCfkk$&?`%kH^_Wt|)$Z}v#A>SKI1SX=6wH{o#%ZSsR@rGL=te&~;2on8
zuRZzMM>N%{arewfmCCxkZkbI@P4^!^j_PmD*|BBI7M*w7Hg4P}teyH|HFJ>5x9!4O
z$p;%VZ0fGCuvN!t?W9#kC_k-E(93!1Q5odt7vjq!E4Y0-E%eBp+R4$LG>0CIxBimH
zjmsWB;OCKdQR{2W(A3opz%53a?B1E-XAS9APfgzXhvVtZdOs#<r(4!5+s$Fb=Vx=M
zgZ4l~Py2j{Z;ijCMXE)eNW5;A>eWTdA7a_1TQ|pS3wBeDj*ecIn1(l4$|Z3S;i4`w
z*dylcQz?t82xWgUgO`1?cFY(xmMg_#>_xpR5=3_GQak=oC@bEM!C=^Tl>V+Bt$L`X
zr6r@+b9Q>7_w~IyckZyR6$vnFyw0}ve)HTl?DEgHUuFvCW~U--_SmQ)vRF3HIT{<6
zj-OVM50|m~TKevtXw}%)w@)pKyq22R#yzP`(A(kU^h2mQQTgd^?bHi*b8~YgMz|C_
za$n!#+Ds!$ss`g9C-;C|-}%dG_rbpwF~Y>pzwQcjYI*bCn$wGHnu+1g<BW(Cfie58
zE;R0{iq#Z-8z`$;nKq}t+o~a~u&_{Rpf2hB5%;OS3`W?We=c_DZ<0CS>gJZq>(aHc
z_|+?;(!l|xef#z`q?q1eUa%m|<n6i#LRyvm`U=y7S26HAVryas2W?0D8l?`ne);=>
zL+?j%nrdG|+Gv%ELU%$=|KGcuJREZhmQz&WTddzVb#-;UoQnMt=d#E88e7L?G!ykD
z@tvt|o{Qx1nJvas-@7A&_vBh5ou#-pW24}E%yEiaV6JM|(ceR{p<b6i*?If+dZ~3e
zj(rkXea5$V<r@S}J-;Tbg1~hP8AmDc0~VG}aB6Dm)0TnB(cHYe+bO2+Od7U{h*S&?
z4N35G6?rc&=<6iesmY;E&x=14D`?rync;T|>78d%Oq6rRg5+HrhVo~|8kY??eXHJH
z)ZE<cXN2`rVNf8flioC9nrq*!s-vT%RIVJ{p7L(5#Zd|WU1o-L8qum-8XY_)yCa|K
zZ&S!=Ze4`!_H}lma|2RomaiGJ;u>sK)w_4^eyd9i_TOz46B5FgW?plw{q^mtmOR(h
z+}uLl4Q}IRRS{o4y6dEwhhwXoHaNQbU*YH3>o%UAn0LNp8OdvvX(~T>ZmSKBj@ID*
zJ7^6VHo+%?_x26?>*Y8)e8l43)A;8dTvE2TE@a<=ni%ymgQ?HOK3izm&YFRH9Jt5s
z8R;B1K)_vg<f&TJ$$iV^N8T$ZlBh4e>L!!onr6%K@n)yic$@r**Sl|d{(XPDjAQFM
zN%N-EnaL|2-@kv)aPI>~Xslbhes``}>-t6;xq-t-e=*u=F+~>BSfc5PJ#~qmRa24|
z-WM7)Vy3sy7A@m0eX;p~$(@Y{ypCq4>%46BoD1w8wN^ig`%(c*izz;DwRmk3yczsF
zd+d)!o(TN=ZqJ(SsvQx1*4A~iQWf9Uu}NirfBQXNqfzv9gi=IjbC<?&pQv88(Nx2S
z3*K=ZGEV(X%I_Tb#l^*|+KYYGzN;O@wdq%G#<S=hbZnKQ)$Q$bFq)g4aZ06!Y+f&A
zU0(ZCC#5D%t16v!_RYO*>PYVQRv9<PuQ^)&_qz!bwoS8B>zpnX^vqf9GOIj@{8C_?
z(8E0=XZ>J3E^ND-V}b5L>-fyzde(lKPa3ZEotpK+w;q3a?b*50w4!TvYQX8^kKX!}
zCqa*zrvl|&HIOxIKmIUbiCeklSQmb<$8$E9nVC8H0l@&a#!9P7Bam-moQJ;(>Sd?0
zt`-bKx{LOlo899)6juM?+;jJ-vHJXq-qT%imMV`QS-Wk{Lx_Aj)|~BNf#L9NNV90n
zZ$WBMo@$AknKZoZIsM(+%0dxWr?ifU^F5uNowC8CDB@M>fG|fUdlD_MfnCNwc{_}L
zQ%`CC>o@P^8*0DR#BR~kQD_Tt?N92lb6-B*(a|CI_UlpH$7*;QX}ZVO{4nB0{_La$
ztuA8!ePNy5IzL>IM=cKwksrTk#ia9ys0z@YJ$sg(*y=ivXK73jqb^r5-SS&gR!WQO
zfc#9S!rUqB-s;4&3fH~8dj>xhVFLx1`+9SyW19go$yh1?_yu`PngJ>uV=P?G8(>z@
zWAl9ZhP?rz5gZ&q3Nw?V_xSsob2M%8Mjz^JC=%OcRJuYh({>-jGIrSXNPV*LXvaO3
zV~mGFT82Bsngo!Q7A$1X>~`4W*c-Ko_p%~mmsP_qM4O(7ne*q*rvboNMv&4XV7bM@
zju6b$QHGq{xT(W#(cHl+s;5uaAau%)w_T0V%}PeNk7HXaasdzFzt=rmL_b%6X5Nq*
zU1X?;jV<XqW*I2!bV9UXI@x8UYomgK0*w(F87Zh9bKmq`ceYf^<pW5z@yj;sjdN;o
zK9ZD_^sOrL4ggW)<|Dpc2&OeihFfUM_l~y-w??)8?Y+Sx3cGm6-o5&I+4clWjUf4!
z)zxXbj`e;3b{#F*;2EW#=aMe`+uYmcX1xy|KA1OUCaqk#l8mwNnHP%qy;Df;U%I=a
z?K&&W>Js!Ou}(+JL<_pUJUXiZ^f4enN{2R~p}w42JjMl*Y_lC=N!HAB{UHd*J&-%>
zi*#gHHvCBRYy$1xRx`}`u@fgWaN(L9C!3|bav#%I>zp{MqN1s-?LRv`tdckM_YT%&
z%QP_CmwG2l6;1^13EzG?;sS!pvMKxCkEcF;`Xq>86w!wWRe5d6D*N$41NWgf+a@u2
zmR1i0)hj=Q9<kdqCJf-DWKow;vr0wo8DfZ@&l=&%=ZAcHCnd2(NqTO7@MDK&LL5Ml
z01`IBmH!@x7-U2LXYW2Ho!|1tKwL39eYOzAKpYaj_M+vy)fn-#OJ9z8&$zq04+s!=
z+@>^SC4O$G<Bh+Z^QH8PK<SIm^<DcUX?0(%r^d$xwr)Lqz<b#|wz%-&Iromm)iLVF
z5#s#jG1Cr>xN}DIRsOP02?WFeQjn#cZTsoU=g*%z+S^01v!gDyzy4OA63Oc}_}5eY
zl9G}m1=B-5Ta_M%sK;t_<3W!h$Ap@GI)m-Gdey4XCp%5e|GL6*^Y(3Z0HNub8Dxw&
z;HMbCLYc8S<>9Yy)0_tMl^=`kD|;kb*IgB<o_qNsL2zW*0^G$*wYm*ItcyM!>5IJ?
ziL?)Jb`+5IJ>Y_Inzs7$gG<yC_4R-|)V-JSaI9R(*j!Jxtm!%Np`uq`ly0q;I-!$p
zdFtxIrD_Ep?%1#vpI%<i;O2VaJZwS+e~r%}JOx4VTWAQu=FQn@1nK^0^*p=z@U0ht
zt2S&14%egpekg3QzS6y!WW5a=5*I95cH!l<B|}3)1QJ^JoGu0E1zO}Uo7u7*kno5v
z_bE)jrBCIvb2JqdQ%~29#U2|-{er>dR9_tV$VTDi?2q-cQBhGsfl}5@(p+B8W@n}v
zS(z9doSacup3zt@{+L1Rm#r!)DzwUE<1&d62cxmxdPF)+uk%R641P)T>Z5n|PDTl0
z@nCVt9Y~rlap}{qq8(TL>ElxcB*{-h1WvQ?{QAVSqo*g<XRRpS(jmPai<V))nc+5_
zvtrPORGv>HjP1MLKjU`S#|TnX2Y;mC!rq3o<9H*KAr<x>FAxU+1w?5L$;QWhTjy}c
zYRrv2s`{_vY4dk3-9F*yujt4vcljhkEy?hZx6e4zqdHzDZS-xzGM+tA*3H>5m`^u1
zw^W<fy#x#jp3QfQ2wgdU(^AoZ7*5;n$}Ke2@1Ki##<E%*^K2Z+Ya%ST%+36GfTA50
zKn!5A%V>?}mw|zS!Q9f)qlXS3Hjy4fF|u7mq(8ksn8DZt#7FAY$Vk&3nL^#^Cco2_
zRaICu4}jfKosmNKWZM>g{>MB_r4A?5*^eGO#^85$c9!Y2bD#SWtC`sHAy40ZR6TF<
zTWp5AKGsOznjP#*m*(}=9J>cJJv;53m6MaQ$(`x-yJa$eA#@S$;QMz2DGbG>#W_m~
z>t$;End;8|*4le73B&<S6^n0}f7Se(PTW4ddO@-T3*U~@OXmN<*5rhwa)@@CIU}sS
z<jxLZVd1JnzmcTzEK$qw{CVX(1@f^%2br2udRyB$RP?0!kag-$wNO!3u0aOnrvcrR
z_gtR8Tn8Io35ZL*?4j@$8e&+o#n~6<{=foM!>*CEX_32AWz4Z+#W~mckNZ8s!1Iw}
zhLnz%FJJZ&o;EZz9H~4mN@E=M<#w*(0X)Q)t;s|>=OEx`tkD}r`Vlp?`}}6u3tYZ)
zqjhJwDl96)ZnQXe@@U0tICNJY`qAQ=2spla<;v&4wJ}zW=`Isr9=*MMjO*3w*A2Y$
zSL_IP%b}k$H;+Loy5J-yE`I99jT`9$RaI4elR(VcfBf;sWLM~&RDj7q8N0)27Ihi}
zEqRhinPZOg&y<<!ro(;#Wj}jS>DUA?{b>O1OJb)g4CCi-K-U`T+cm#DDL+|M{N$_6
zko=oz$;&_H|C%BuG5;swC<^(Rn3&QRwUvWKz<(`n!^$b4<fr3v|N3QoqsaSor>U>i
zt5*o}Z+!_AUHgjp3U%p$0jJ3k^6^2@Tcp~?oE3{n6!KSOrnOzaX5^mK{b%h4>BwEN
z8<$J@_-l&B?^TYC3RBsb(mwx)vkHe7w)t)ekLbyAmaQJUciTVzlS-c~PohG_)(frO
zmz7%wBO5%DPhI`mcT&|nyZ)5jtJ-*-ngUPHX3x19EWcA9o*z;VJ-ied?F<q{`TIIC
zcKO-y_T)1{mz<pH5U{xQoscEcojWkw74OFeWWK(6^JcQ`>T(3oO-T3?lanz9MP8G=
zDevwFdGvUi7Kx3#m1>Q`o{Ks8><Wq$5~m3!BUu%!SnpsH68Ia#q^L_@{$_;zPf{cP
zY(Y!yoJr1-=_%*%u&@i2VYC>{#GvWv>5hScL{duv^Ke!8+__T+*cFN8jc53Vs!TOj
zBR<u!uR&+86K&7M&(}yoyMFCj)aCD=2{i&XV)dFe5e_}IGI9f5A41b}?Y@@Z<&W3T
z(<bFNA{z4ZMpE-4161BvwXL_}Y=K7}X4U0Kzm=>8Sdm7_L<Q^VA7uV6U1zFFvuT}8
zf0yMl8k2<Z)Q(u2<=3_QQdk&Q-`@HQO;ZgLp_Q?%vTpO=HE&ygJ9fKS#Miu4D9m4n
z?7PZNTecx6DCl)(uxHSxTnxl|<n&$qT!6^CNo7?e#=cp&Z*Eq2tiRdfva9QQ#x2kq
zTnMpT3F3fWjq;BDO=i{cI&}tKn5lIaFJ4?0T#{wid26e(f76I_llzb6*NFwQ{@oMu
zu4ClFg6a~xZCWf{t)=#29hmlb&U{2B?n`iJAHI3xhWNVOmR(|10AUwE)^f`_mPa91
zN4R4IzJqsa9_i%d<+bJz(H)O?S76hce;C`aISctKY4nM_Yx?(Zv59+f4@awp-$D{G
zmi9#Ekjk?$ne))PdzNIhHlc(9{RIJBn-|y~@j5b4J6m<}SW1iA-OOFF&t@XqcgeXp
zwft7bf?uvlHLK#MsmOi5hUt!s*U2zPHRms5N4T8u>T0#6oMMW=1!;kr5lURZZ^uzI
zKE(PB_>_&&`BoY30|rA4mG#?Tg|isqWp?b`(kBVMb>__Dhro20@Ew~r?H}!_d&Cc#
zjfT?l?MM?~Rg_kW$>c<5@Ru)N!v9#X$Q+5KA<Hguw{=t0_x6(5gEv<0A%Okz=OsKC
z9|PZO*M0*#aEeBwt&?|2txY_eNS?MfP75TgW$o-K8?keRRNu#>1IT~58j1Sx<j!((
zO^)%J`p$;{h$r89&W56H?<ts@NhH6Iu-DywN8w>`a4>t(d&JH};8<gqJEHmH`vJqN
zkkD7JSP??NC3qb2aBD<#qd<HdWe~nd^Q`-5gtKWyK(te<yC%lw^udGI(rsE3KnX@2
zxx>o{1DO`961<nIBKmAWzQ<Ib6j+A}M@!(a$-azM3AuzhAp{q??s-Q^W)>%-!ijPI
z(7(oOq<DTG95{0Id+cqt@3aWxiUd+Vk45)^x7gWdhvF&}Txt66)ZDC*b0M86-QwWk
z!wrWQ-r^L0>F5SD{X~E2waWV~Tys;cbG?&c5fSS!Qt6`;K<9mv>|7GB{EWsYCb%%s
zWh44{P)UNLj!I-Z^qACnxEs;=ivS`&=D9jW)MfR%wCdbue{n|W^*l00rCDO@<dosw
zpdWSenbHwqA)WMc$9N#4`m_xS9!&zOVSjFX(*@2mB6xbem%*)dl7IUdWoBh@k*fW@
zV|yt@JB+e<X>5(T(`|6X#++|1rgXY@l-^acYx12QoWh1TeOXFnG9O;Z*O>p&{$OYO
zJ)53@;qPz!)4Gp}Z24P$)m9}xeuu92`!Gjksdq9mGWO1loTk+srlwt6ejM509)|F6
zoUw4}I+C$1us0?Li<WO8_2W9M5#bb|qit0x@$zzV9N1;+)x{jXRkQc4712F;`En+I
zH>O4d6thI0NBFS^q^>>Acpe)1;PK-wv9i*;n^$vkUM?%w`i?OCEjltNSyn&C(Mr;)
zK@B^j5hZT|uwla}n7`X7&iH8!nHNL#raIo-!v#njHk%yj9vUolo2kxdaXC)NX^0K^
z(?iF-odF4AvDiutlRl>1#$=8;m}rqim2!$*F+E<v_C&^Go^vJUM|+kBybDy!>cB-C
zlFoaFS=gMh`TEBq-jg7`w$PqR*;HVlIp_fIv93S*Nol}dbP_?=(x%!b9Q^DhyRvD|
z=AkcTJxL|J_w22bve&O&rJHpr99ubgM2^>E+<>Nvh|`y4`uc<Ywcf7k=zB%!dmO%f
z%wNXFmSbFiP1Kkste<;^QJwGZ3ME1|*9&YY3XpxYF@>V_@*r{r)dYt1B#=%-Hf-47
z{m*-d(JU?F`c9o}HV>pqI<@SiY5fiP?m2xu6@jvi@zb*dB_KTcY1mXrIU1O`QBXj~
z86L9}rZd1Xj4&*$Sco=Sf7``QbSz!B%a4D{)~zO&H@mbC3+SZxDhD5cvJ`J)^6mfw
zP*x3ST*$cM=F~tzt3jilQ?rB4%;)y@o!oOs1OU|=X_dFQc3MyDoc{XMhF`{`pP?3d
z`1aGi!63Oz{Rxv&x?BLuP_C)h`-o{@?v>Htz|i6@>*5cClXo{CF}Zx85w$SM;#&FE
z-Id`s4IUu>8}qTz3arj{jtpmhU+Qv#?1`fE^+)y_g|`-DXqI<(dc<-|l@UU?W6={8
z|3e8m-|y93iE$pSoSadbwo+bgn{xDRtZCn>!RgPhrR)$z-iaB_m?U^gOxqCN6!%-+
z_~Yqrt4c&D^-SAOLV8juGT)>mZk2oT)dhP$dQ_+EJv*l}G4y4pJVdRaFBXscUI%~j
z5zUXvcb_upmJ=0CY`RILoyRu~spNQ-Dnaec;cFGIjop9$OSPCa+NMe{>#<<x1A$X7
z$3_dh-?t{L&v-fv)QW=9V{XO?t8;&_`<T|lgo~(ro-TV(@cp!{r>AFQU0v{zW5;eD
zyDxAzzHg2-X1%8uP~(YHw@4!IKls<W#M^G+Kvmb(go3_wGY46(!FLHO_dXHLet4E;
z(W1tDeasn;UM!Lx3ICw!Q*A%(Z+z|y;<g4AMzZ~Fgl*&KJP2uAUq?DSh6OGV#m%)p
z>j)zi^s;y8wxPe{4?E$0RMu@ns=xGz!9JIexB+1{W?t(xH3B`ccV1o@+InVL_CWrW
z8mL;DD$ug;28E#b9;M*DddPMU`17WR$_V{W2px40n~Z9Z5s(&p0@vhEe%s+~W1<oy
zXXYB(3e|}Hz(g>zRAc(p4eld%D=RCLN99;!P<qnpG=3E1D~4!UH@)SPnHWp&#E@sT
z@86%?GWE$R?aB1L+2M(0<WKT<y`yb5k^!rVsixm;RGfq__wP%Kan9%;6AtsN`>jc+
zvN`{Hb<Edh?ZKw2Lt{eH!{s)+Ov*WF&`24x!@+Y+Bg(FqE+vDVFmHUV!XRseyaWRz
zy&}@iiORG?<6kQRcSuP|5&jTrSb_1w<{YP<nIEkgvO%cdQ0YQ$ImFm?;e7~uABjvr
zW5P7Rl@En~EU?jDA??(!`!GXRXfe?X8a3$e<bUXTHLsRPahtf*SD&&?Gr39nP&?9Z
z`2$oh^f=lv<vP1z$Edz->m}Wbf*YLn=zELsoBwyTEa<~rl=Z@d>VKROnG@j<8|$-#
z#Cih96L-a`^IBV*>*w8{+#Rpl7O`+z2L&HtScncmU<UH8q-~oba;_4>btMqp2sXDl
zI5VPfjDj+VozKO<G7fzW>R63HsI}7*!@wQJI@SGmkMMptE}9nxW=s)9crB8wjW$OV
zU@$2%`&#mJ<XuKiVskqTw(V2)-$m2OuztV~JgSe1CPnr~(Q<`quyW5qW4nJZUOR~}
zB?%x>6R)EQB0Jk{A{m%67LRuU+c8EjCmlT8BeuEc&WTvIgz3W|$3xfA!L?8Q=x?q`
z(36F5eag(tj38^ml_C8f_MDxFd?=#l|Al3<%@JGM7eM<D?%xkXWv$1{%S#AEt3_9^
z3AUB79b=~Gy~i>3JFBED=DIVLGTx@ItE|s7if?h!c&F5=8=}y}Jd3SyNoh&&{&f?V
zm)>@p{yLSo7MtO1C86t=D@>n6I($F=y<O5{dR%F0jj(q0?t^ovHd5VLXCMd?)y{FI
z1QH)Y&<=1|NC|bD@5nu$>dz6avcS`JerwD~+_ZV~YA!Cbx|T57DgZ=<Dm!-&3<gCD
z$yAU~M);$(XWc%0vKt#6b@-^U0=(aGq<~sF(*lmQYa@XX%>eP9j5*lZokj&^x8(?w
z_+9p0C-YFl5=chG#%JzG6%d%66Pngj)O7Ht4>>$*n62-dNT$x&2M_?9YV9yAz~h(m
zc<VW0N@!fbay2I>r^Wq;9#EnRVO6hOy-La_PzSMRk_?GwBHOVq1`z+-NOu(xIEmne
zQso$f*R@wXZ}27C6a7ZWyok<^06~ad033=8_sg@m%FIxiD0IIo_#*o8#Q1m=u#Ufk
z@lC?w!FeF##ydMZtDR(c9Wq@k_^Vhj45$+CB8`HPQwJ+X3Pr-d0n7|cZx9Jy!p2sG
znpX1S=YyaLbRjQ41o30_S24yA<vneW%SaTjbH`oXGI4z5ZGg;as4;%H7+bZ*Z3r?~
z*_OO%aGtIdW@D-g*IL>q=RsSmb$~kY((rL!T)Izo(qb|5Y5~w?9qAP+$BtDZ!9kvW
z!0vPRSsUorcSGw7Av1pbI<-OO(m`yqiee*y3*+vnqx)P3yj#f*|JzVlu`+G+MUaJK
zVwLZ;>lOz7blS&GZiHg7casY`tz%d4>FFFeH}l6Z$AUHv$ldrV{9@$bLZ5N2<vzju
z_^KiKC+boA_W}8&6gOU*XKmc$qFneVdYPGiUaEBlZ=1<ol;;m*|Dekqo;NPg%et#l
zZysB{!(ONJzM#fY_oo_f!VfC8Jm-X(PP_sJoD%F;14+8Oq(}?i&l-J3uB?hhu2~4*
z>27hePNY*Enm;WqnPEr{BZ^wBI%|HDYZ8h%Rjaw-I?ESjF}~#|=UIa`My`BwT3gnl
z8pPu4#tgsab<Ealx~*IHo2w67lc??Nn*DSYM=1-h$xmh`<+5wGg?2`E_G7;|t*5>h
z@bbrK%J&{cdgC?1^Oa-8B&icO4CyqmNpF40+qcc__;mW{<_(F@?%t_8iInT+?*7*I
zw+_LGB^<V11|Y`hZ+>|=ic6_`zy0=G(}xKNTi>KLVkNhIrUVMXsBM{P9Uus%P2=*H
zGm6faFPFZ3tBm4_I7^aYSHMCq1DDe)fX@i<2`uC|37Sk0Pz4Nsxi53!K`#RV5s?!p
z<?j_U(%cz@1%W^1G0Z_LSFHkxv<2*o*dGR*z=ijrWqj%EG<761&A}JPb&?L>O*dBV
z9=or%ur&yMfkznZKF4%7C`iP~X)LC=Pn`WgcXv0)X*Iket}t)d*sl7j_X2q&MLd!%
z3abpr*7g%a#^B9g_DW|i)rft-(&}dgSR<$r_ZU=#0GZgf^i%8tZ783~=D`Mp;8U-$
z`pE1fKR-U;&y@2a)FnH+dy$dbLh1OppB2Y~fNRBuckvIgH`em~<WhIbF2v8k7jYVs
zKPg@I;`u-S^^M3oF?Lj#MNpuFo^g_&6^0Wb)xf~O{C&tDs3~n6x%pInt(0UEyTO?d
ztwbYMoyaVRY~{Wz9eZxhb4t3tHRd&oHn@d=MCc+kNqeM9aIM`t`E5mF<!p;On9|qm
zB6#_yQ|b|6Hb;BwPeT)UVX;F$Hxre_W}jli{Stfwziuhv%PSxA`u6%B#4JZEl2MF|
z!Z1ckM;CSo-(=dlWbtA#Spq!UE@AYdFm*-(3(p9xxeY!KG|~e^A25+hN{c&|*8W`X
z62vG0IVVQxi3B4|!uanCh|n&bfleKt{xS`><@vR3?n7g?Kmd06d}CXx>kn&rP=h8%
zn1{H-MaeLo*d`;Rg>0b-a3^8qIr8C1&GSQSYgn(9!B|ATA};}rOIkObfizwXEvE0q
zhU-+O#LsaGIE=U0zkh$KUFQiN1rJ@&7KF_!VIJc7`2p5k!Y2SS5<UU|->Rfws$bT9
ztlo6%)&)b`e!j}d5NPo>tcaojI(-f1)ltvDzkIx=ra1e$bp9b&5Gja@hIo?9Hip1j
zKx&h3)zRno@8R=2KmVk3=1vq&s3YlXgwC9+`w9sLLVGko!B+kStP6iV&wUi!f<i({
zKptrpY!IvL?Nf_{S(tQ-eiEK6SN=WoM%s%x_t-~)EmGP@m7?q=&r<pW8)CHjw2B!}
zgQFD`=(+$IJNS*v_e+GFLuA7jU+eJ5h#FM+K3^$lCNKmL8gNN8{fdtnnPZCe8WBw3
zzF_df90h9!5f?d_>6Rg!ehYw8)gn*uz}j@^(4i;uEVAt}SWs^I`qqNYibP)TffMAe
z_oAzTfAqG^1#pWw4;lS**Wudq)6&@5(A@5sH3C5<68#K&(m8<DR^%3Y=7DW0LDf1o
zdEwZ>b@MSs@sEcA0db#-yh)~;1nt5-7P^9JlDWy`bm8L*1J<QWYXGGz=e=Peg?sF~
z{NRRoen(;U%#tNbFbDS-_wK#*Ws!~tsVse|<4+UtE(EcPiJb%h0*ks%%3Akf1w@N1
zIC!?B7+Ec>t+sLFMv`^oG%S3Lr$2dbNHwn!%!7$W#*sM63Twce2=enE1dx2e)0k%Q
z2$Z^+p<rRwmqy72TUCPMAmy9(G$HMOORLkr$4^8PpgIDH-#<G*+$==-vbJ{8SVTk0
z^xJq~mt*gl2f{iUnEAZW9<t37zCsfO-}e}tk#U^{h|ij+Q$^R*=oY0J#dOA&;{b(@
zBz!=_NrV?hST}R<VW(9~t`=%h#?z-y2{DKA_&5W^e>LQJ;(xlgRk`xd-#1%!zA7o{
z0S}Oo>j<hAF?btovUP5D8+>g`dG_pj`fdfDz*Z0JmkV}7n&+HHPCCN!jy-z_e~%@r
zdmvwUA&TIwML)EflWm$ZFG{c<Kyi?<nwft)#uhhHg|bUf2UH9tFno+K7zK>GdP>0s
zVUdV}ol}C;6!i67a3Z$hQ3fIiKMgp05;)xQ5Gnkqxe_sUf=FOZI*oco&lTRc5$N+V
zkUY1BEzmuZueXy=7QaX;IGSo}zI$Iou=7_gLN}upCm65qGHe`1oUes9kd$t3C4Uvt
z%{<Y7NO*ItsCBG1fRHBEn^V66p&LTzAQwFe*Rzyc`hCKRlc^U@xkH=smv`NLo#I>G
z(Ri1sJ_&v<FyEz(jXGE=j(vE)7;tq2lpzvzfgdTWbq9)*;8+!A;ra|Luoh_EY^<;+
z@jYadRhakG#*^jg%PnJAw+2dTRFnXr{K?qfgO;?6S5ANyb0+DzoScNGIauBrSSzgD
zQ`!lQ4v}*wcTPV29IBXl6Eatsf5A`o{LxttEffHbRzw;m)cgMHtWW&dZS^1?Wy12x
z9}T8`*_5tLPK#6`G&VsA35lYlg4xNk^skiek^TFx%;$`ugQy7gHn!nbl^6(!Q94_;
zZQCIuQy*qOb~$jNW}8|uy=T}LDVBRIOaEf7%c!|;OAc5n3HJ7fGkcu+Ei=v-T(}Sg
z0AjamIqO1?er%f6AR6~8%uS~dw;|0O%F?Dyn~17-@1D%-o?X(ik=lyyF`$h5494dd
z??!K)|Chej_6;dIfBZ9>dW_mX4!vQAjg&3R2}ub^Zd9_w0}KKnB_85tQ6NRs>GkV(
zK<<@0!NRu_pZb>+XPPa2gBY5m51dW;N3~Mi_XEL*I5Zt|tegMbPx*ODtBdnVOP|5S
z9>WgBKI&^Yefl)<>d{oO9EbN1wX4k@W%Mq$aa&T?p};(iB~PquDd(9oS)jL$Lwdog
zXM~|1sZSF{LWcq%2+LS=E!|m|kFRiyJT>ccOjk72_{s71J60vIQbF->d1IdDzm~mF
zSVmo3k#YDAuP|cq;NT#;&N%#WUEz=P8T_}oWriZ=J-}3E7F1J6DHlq7c^s_}kJAJ5
zsScGjn|DlodeVjkU3*Vuui4aIcu$}X0k0kP3Z$UKgu@76B<(ak{(ap}lUw}J7y=?X
z0X=|TgwZY*DWt5qS>7h-&jnHmtA9cLSFd)79njU~)~Q8AXWj;l4{z|+p5OY}{_F55
z@q=MIy2hvYn!U``Ix}0A2}h|vP)F<KUjER3+0gJgfS^??ijc-pE>Q9i6h}WC*<gkz
zC$P`FE+HO;jYX;7#)!3KtI)3q?B1;btVDcfdOE-nt9f|hK~Jn=FlFjZI2zG+ELpnL
z*oe;d{4>A@D=Q2*c3+hcc7&=v&0*J9-rs&Yz$AkrzIC#D$(Wb_0N-!{Echgd+P;RH
zYlLH9Scv_Zk8QX8R0d0{A;WS&k%9^3V;Tz!%XY*+<i>&}Z>Xm2k&W~2V#SKg%ij$n
zuG8Ui-3JmiVg<!<j$?t+O4y+1#n_1t$XW>y6N<;&Ay%Ya_^^rCN<b&<7U!bN7XM7`
z%Lv&*T*(-hU;83uGgB!Oxe{dEc|$ddq`vItrY57LGrbMid?RGh676iTt#3h_(9gOk
z^ToYwDluUCVHS8;v=^n=^A(gd*F3_Y`;Z7k1{}^FGq?j9a-0(D?@}GV|N1e2{yeLJ
zmC=m=$_RsQP5=qQ^47=&erq{<&aZU*olFWB@zj6-r@>O2VL_xms4qmQ#H^Ga|0$K~
z9t1;%0(qzKZ(vRL!N`lj$y|JR;p1z~1bzEyVkJmgeiVa~qcM$`u1S7^?k3T!OwsLr
z!WHQx6yDdbUpGT^ceFz0&?FbVa%E^QCw2O#!P|Dfm%)Xv<xdcTJune)P@2O<MEvro
zbMRI8W*REZI%(Sw5b{4Kn}9En+=#Y*XMcj=fN~`5G@~~wbJ_uY2%N#_+UyskCYDtF
z_V3x0iAFvqmK?A1#Mbf?e$n}Vj^Alwt$g|Nr5Z{JlHr5hhHijy0si0%K1XU=Z4#@q
zAgx}2-a--`iGQ#zl$!oraV#fYT(SYgBg4Y@VWinuwb#SLV`zA|tlfxWWuCu@B9k4w
z#e@hUtA(Ffy9s($I>8dcXYiK1ZV09IbC#{HQ?zd%LcL*iGBy;XSYUCS|M5}GGVE4y
zzh;@Mf%G+C{rTT#SKRk%em(L9PhrSvkOi$;^P3am!9C!s^6K)v7xqg~EUV|cGU#qX
z*bsmH_1BX%%s^ftpaoAarfeIDtsj#%-@?JS;kc4gHKCB<A8Po|NyaKxI=Uz%By=8?
zcI?D-s6+fCQfeK96bInT?E(S<16P@B*Zt=%=-7!8Q%+77QJ6?=eGPD)MXM;xr~zRC
z6tpS*9LkA<C=Xxz@>pmtChZlFUn5`)e|n#to?^hX597cWJUBdD1tL}=Zovu;jxhM-
zR2Nfzp}&6pC~RHxOeuk9sW2GLXXi-fHp`#;tYfE5?sqTrB_x35dW@Eedp~OuzY@aL
z!1w${?3Pj^#3B@$rRqO7#L&@S)0@%ip@Z5E^j<ZaXzn>jAxh-W`M{*eD-EM1ulvX;
z(l3#$9nT2+ee>Z9$SYg7Eoi&>^Vza2f$mvZSt}tKNpP!RHc_`JA7d$eAg)}<570L6
zSWpx>j-N!G3LOD}ZAe4mZULCKPUcb=!dK?cT2fI&+HL#=>bWqm<MnBTKtw%2414$t
z-H>huZ)iCo7wEbx5p<arEJSf%kr0n?Pr?hqPgo9_UXlc^(YYDWs_>a8knWDxDS%0L
zxGA+WZ8u)0sEG6Pg^=F@!fU>GAqK-_T|yru4^0#~zxK1ymH9y^<N=t3E2}(p#rx1B
z%TYRC-A~cot{dVel&$wKEC8Hd?HC6nNL+4&qDH~Ks)~s&|8tux%LHDBzP5{|dhT3^
zWADdjyz(xO16V1E5`U5c6qj|k<mKR6#M?RF6|;!q{xyY%2#ZPBU2H>dcL<z^H&TlE
zCG)|AkB!VPb`0dL)5l=dL3Szk{f(;sSq-*r1&KmBB%%?53CF?TO<a_~m!{TYROW)8
zh3}#hL2}WM9M!<lMxe^@O0Uy*RR*oGb;|;}?9axU(pRV$S7Tu!lYLA>1$+#U@gC?$
zOif$GsrfqF+K<6_js+5h>4Up(zt?UjCnw^-BP1!Rtn;e-sZ2W|zQuUqX-}w(8bHIO
zWg;gXq6pxhDz^RZja*cR5X$@;w{J_%m-*H!{@Y};E?@qrpn&8(zRsU9S40?DA2!yL
zxL_|UlfJ(GB#fYGcm`G`Du8wKf26IW1X`f(GIN^#&*|o%Iwa<+*23`HTssfLRatHu
zhx!NF<RYw>6F&3Pt?Q5bA|ZD4_a{I~Ht%oBBJ&NEj`US!dCixsw$6mJfC@{bL|6!$
zd!;GA9<-X^E7FwHYwuL=PHgWAgJ1xwQ;VrKiTRCG7)@NdU~=oQ#j8_HRbX>M(xrF*
z{HYn~D<RtqW<7oy8Bq`}MwbLBu?-fa+HQ*w;pgx1Q9hD7TPOo+)HzeDI@iT))J*%(
z7I)SsJff#Dq3h5%(c;o0oO73gKS$${h#qO+x>w0WpP0W3-)UNOw~M$-h9gfw7}V<I
zb#rxNQ%^1nH#zU$xZ0;D^aUSb2G@?9C5BblEzMDkJ6e%0A%rf(7F%Z}VnL$^hE?0k
z?{rV8?Ujv9xyZ%F#4wT!OS$+)J8vK^=t;g7Zu9lGnMW9A0WmSLs{M-a;&8y$2}b^l
zyVyS&sIX$NtGU5*&k3`+1m@}E{x$F60a?eJCu?&>=AX3&f9Ai|+RT9GTori#5Kugi
z@2{YS)<zKj8{hxN8n0rgzq}^-8}S+gPg`I$J6hp!)WFi92oLDYqWBbk1__CA!>Zo{
z@2KR*+f|fov#5>OoOQo62^G|@WJB6{Afx!~rzoQ<^UFlyjAvUw^E##sL&>nwMHQVV
z_!gmuLI=134nmQli@#zK(RN@m432z4g@lBV#6xFK-XmW)E7ub*`y~XGU@WXsT)rgM
z!xrfSySI=}F(cBM3gLUk>8FgQf=9)MNv_qgn(yZMMyFRr!mc*Y<(r1a!r@JfgmN)o
zO_Q`sVh-*i_m+ub`JHWX%QIBzq#0r?4{bU(%y9F5-QjQHqf<}D8~p`;@zbu)xT93V
zZ<1mMW=7%%arW?}1fm2MHa!Ca5`8N4ut^DiwN%{QU*p5ez-{)sMS6S|Km0{tKac|+
z(?sF4(~YtVoty4d$hveEF2DITqPP(2a(kHJcOjLvgZ3!`_>Q|(<GmO==|LkwKM2|^
zgz>LkqfCVlzBC#Zg3KpadUT-mEb4yrJo=%5F7sl0vi&TAQw@xx6H`;Mh{3E&mV7`U
zG<y5#x>b<d5RK>|p#BKvLa4kSS_e{FtmuD}R4<Lp5(@>YMbf>7GGSg>$safLZCOC+
zYUKxRB?OXkkerN8=ZOI6Q;B(F{{N~|l$36HE#o20ba;kCmvV|&tU+7uGJLg|2zvko
z4Y|%K#L^66ja1y|1<eiZL9%-Mrm;$oEy(p`QK*we=lA1#HUtM4EM<}^ON(au_qOZ&
znCCg!y^UBOK}?m~x&dT<d;jbz+(kFIbJkLsF<_Mhw35S6n@7SpLev_B%DR`=*=(F!
zK)}H2Dv*_xMSAf_%K`s(NM3l9TF^J7P9km%#}jB{Xx{L&94!pB>DpEh=>VCntl-(!
zgehVFfdiw^&p!6E!QXlkq2Rx30x8;GK7Eb&T63JJ?=pKN`CyNSf29sA+Jo*36?3yc
z3e3Ur_%<&mqxlbMbL!M7tv&yyZQc!f$^8%3rhKe>2B9x`<g5EnpYo%kF+j#>3^fQ&
zSpp{8b{!k%s4Ok9xX{rqd8v;V$$-#4X&y5!IqBebdtwvwE78sP(Bj7;O7osg9eb%S
zx?|(DQVuh!Gi=W0jF|>GAI{Iu&%XTqIWfG+wg7T+d0i|kdCSTqm3$^SLkdhVeFu@e
zP`99xNVTk2g|{2%p3fV#@j2Y?7>#xpS{kU{-UfMjd7^^RDjy2#T$-MR9sdJFC(9pX
ztDgs7zfRonT0^Q?D0(K0F4)0Ai2+g|t$D_O-xuG$k&;eylU3%E{Xfw!q(UTJM!1(H
z+v0qPiNyJcMvluz>W~v`9Z8NQQZxDobJ9^<3n0fLIf*03W-bIJpxauT_zwwFB}`es
zE(aq#*?`~~RDtV=DxLTJ_4;LOzcV<vxS~r-OW8|iCwoNE#@2j_mqQM`Cc$@w9Ec4y
z2bRm<@9qi4w3s2?5B>PjIr_U&QO~YSX55P(wjRbjNwZz8tKnt_nCZMw*SxU?i}XG=
zn<IG4zBOxMfqsyfIKcB|-(RoZ@lb6yNdXSg(&!9d19Zv_9^=mt1<NOom#zi%W7?@^
zu@Fwj<Jr6C%J2SH7qkS}RKkNp<Q1gh|NK2>Mm5pdcnx8?<99rdkuj^HMg*~j^ErW{
z6GZWVevVpnUUG1ATRQSnw%h-QX*z2PBU<skP6)6zq6HpBz6=aRciUfAV=xsFeV_xX
zpakD7iKZyVz1!@Imn|duCM-#W_RkqZKmj&VW>mj0D9ZIk6l#+oUOPX(6~uo-09yS;
z5RISJiYYWrr(tn1c3IR4<&2?6l?Yi|j@>^Ax@}lm@9?~j7|SR{jQzj{&*>y2tvK*m
zr%CwAux`E|6lCqViz-~oy=DPyAqm)oJp%=E6=iZxmLpvsFgOSe?_OL#i=d_N(!GUN
z30Ig+b~}cHvTlXML)wBtbnlRqtZ{UMGEEHf%1R5VaVZ}I&ch~4A+(VZ1}}}y=ZV~k
zaI}DHsqCEy>zjhf5e!`{F}FA}e*__oP8PpUO(@AN${&j}!k|n4jRp^lAxa8ZHRA~f
zhc3@t=S|C+GEE9mC8VPCT~$@c4u;B7YXN1uPGM%`9{S{;gHC8jBc6St6u|D)vS>l_
zAB5Ifc4VQhXOUik$BZ1CUFa`@XDl;+%Q-O4UhPko%B%;y1NT7;Dx@yZ351;|s|)PB
z^jU0RbT}PCLDb?gWhFmUx*1g@@lFubMRs@a#muLL@;{nFF~(J?6M6`UkFM@x)2f8i
z0j_b8MXSCD)sm)umS(gqRHs>J5?^vcJldyV@lPE2c>WFnHek@Wxol_F{y+sdBt%d%
ztJl9kP+{nuy)lm;a{{ya-H{Pm$PTWW*a)Dm`E~md4JtDT%>~4_M0&mPBZ*W}NP#cY
zhVkte!dBFf7FwtltD*e+@4pjW5(GTQ@4r7omuGG{f&$%*Us6&XRPDTRw@%~Peio~b
zFZSV6hVEM_0g5|;>pf&GnktOBq^Z|ophXW_l{z3lh=lJ?XBio1gtXxntcY~jB-Ota
zPjzy|WfvDrss{0m?Bw=@qmZmxBx4k~lx+@{AXG(BsC-i`V(eHNts}~D&@Bx(xhjzT
z=);%WZ%d)q-o>gZ^Ay4Ea5_p}9z3T%$E3*A{(^H5e;+<Bzc%S9ZYJ=j94wD`A=6-Y
z4cNDyAU{D@rb@k@`jYXa_dt?`6(xuFa@!wDjW8c1Vr4#A?n{MGcA0cOd_-3T#W?Dy
zh>#GzzNV}y0|kuu$rtlQ44t1)f7s0lR%@eC7~<f9r#x(w9~<|HRi(Ee6r(~VU4t|R
zDgiVwZ<3NSXU*^-43eUU0jC$yTYysp$+nq>yy5~A3HbW6PaZF${MIL{v7f<A5vwPb
zhdzibt_E`U!4Y2Pg9p6WKak|KV<QSeKUp*^L=ol@rX5EsnEoDNy`BRBq-dRECe8<o
z6Fl10aLx#KYuAjo66XfET{GlXA`U`k>-h5Jfvi~|T1D{2DP$QFT@jU@SzT?^sm<Wq
zV?dERZ(v7lVy(@NgCIaLX!93|b$t5t3@|(z&{Obq#4VVL;a4OX1U#@dtmq)4G|<Hs
zf0+#S^tOK|_${!**3Ck=(L{rMx}3bc^3g?9Dcdq1CU`=tKr-wAX-wYqtlRhNr0379
z6;X+JizmOAY#_y&@Y#G_tn4>w?{V$YAQbLIlO)24o({%=jHCGIDoU4L^k5F)XETkJ
zoxK`(zwN~eJ{q=BHOfd14i0`A<Pk?-FU(0{pw7Q?wH)MJh+faYdWpO=5O2faJph0N
z_Y@Gm(Gc7^$;NnHVu24OlVEE~`ZLnZstzNlmfGSlj(IEtB}^SYa#T&!kbjXGbLYF@
zNBroT-C4Fa_Ee}BfBnqeKjhQb;O@@d`BVKVvSg1PI(RS&G~ZT!W}v-KrF2w}INYLH
zNn-}Y9wWg@3Pmw}Iux%9W$RJj6luu+Nl{WFe;bI0z{$@D>+0$fIx8e7C|HzbEA)%7
zFJ(jT?<tT9dnY<p5t<K{9EjG`<5vdad}#Os840|UUi_O4ie4EEOgdp1T)stf-y*k+
zgFX^av>R*%s5L!8A_}cJ&Kto@bx2|2$lu|s-cck*@DcO|4Iq_jD2ey|{bLYg;b+*7
ze^G;tlY9W3X2cu}vfO!sxF~dk3^>WL2;_taJX)!N!t&+b#}6}6x_^>01WvW1f~*E?
zhpV9bVa@p>F+x?&KzG2rmVXba5c+w-fVk|!p)>zDNSG*FW;8Ln^k;P<3T&ih_ax*%
ztnYtny>w}zIAPVLxw-gg-~ov}y&BD_fV_nL+JKDZ0tP6}^c^quJ7$N-6DSpupb~bY
zfFSz=f;CBUrSGg|PQ)R-XrrwO!xoAzknOv7*QQ(0vF$-aRp&a}K_T5;SA@jTwhm1!
zZ?*+@J<!yDGotKy@}wX13eXc2%O6FCh0wvacQ;f}U{2IvV6KK8OOB01;&NyZrwHZ%
zHtlO5r2?WR+5<jZGlI^5B}&wLB-xv{ZmAKKN8;Y`KYx)T0(8=1KzJW?xjI_iUMH!F
z!WFH00YCo2ZEqGyF2MEpX{5qS5hJ@vm*h4yPm%7ds{Mt4!ZA3c;|9<W-*IkVc2edc
zQ6gQ1=a#oi{KK@d{`p@vA#%b9Heob|17tPDp@ytW$aF6QqdjYvk}*AxN*FA~->EAG
z(N`t7b*mTd(3buyn~}a%^lFSigZOGpQpdC>vRHawhkYP4VnQ_o9w&#cqWE->G$7ce
zLCk~Fe1McGaMO__K{kv8`)1Ld82QXN;uC?wpX3hB+<88cq00=k)D1HFPl{~^D`sCS
zh<F*mk8U*ce2otr1O0M=K8vB$qwFd7{X=fe+O^vNwo=X`7gOl#1Mnx%h3pgvcStSL
zlJl!dS8=dalKC(a7S$01Dh}OzZ{EK3Xp6v;BXWjeN4L~2!r3p<pI>l_q1?_b$0}<}
z9vf&)L?XeEDMPs_Per+{!W+p<N$>Qo`pwVj@zyqfPLG8YU>v&GYC*t;z}N(z(FM3a
z;qSOx|ABf0MKY7wd-DQfv8Sm5W!3;d%CRBDw6Ve}GKxb$wr|?>(oslQ7ze{RRDxT^
zfeubj)-I#kMlh0y9$OH6p~~H4%HqR9?#13O<R{is6iLKHp0gWcfPHww5DP+6rb+w#
zyLT!KoIsE!$A(vKD@S02L_dm7E)#e?U@pN4BhL}VAN%1R$NtYNXy`peJJJO$te0J#
z@D^8vK~ohwPx<IV%J$H|7trJ)6qS@##>Mu-5Vwpcvq_&=L!PS?=r_fnOJ~?QVL!kP
z!w^Qh(brvGri9O**hmu4>)WRRiyc0{T9Pw{juv&CWuS%zmEpbIFgIcCLHabusKp>W
zlh$9b!o)=~35R>J^)*~Y%4u@MOn&U+c^5eJ(Z;zm6)W}FJjr$<Kma|m_f|4fx=*mH
zkOZvGuJ?NO%hRcq9fg)gZS97@NQ{y|2>cys=q1c)N4R?rN=z-?QfrkeV%F`VyG&jN
zA9?3y_wK+sAe1JK-Z3UhQ@)d(U6t%WZYb~*$Uy3G1+oK<{P=3T3?GXeM&j<t>I|xa
z(wB(Z3};guAmLq+VI)4z*=mn|5bb268};ITC2$^~3D?4r9c=Oo?RYduxD|eZCP8{O
z(6--kQIM)Ho?l2+SU8le9imGOw1Hiy@x0y9x)19P<u@Q5KsF{-@@w4^zY!yhu)|nb
z5;ChXMfbiK7NRsrgA75MCV^sz+346qp(ju4@tZ?D&^*y^M(m{kps73?U^GHji-fKA
z-79;rWN(Fin9xR9NrV{icgE5!cwzQp`n$bTO61rAgf7y+J66s@TvzDshe<mCv}<nz
z=xnIldv7v9>HQR8u@Id*N+6AE0jI6Atj@g)k|*ajKu|veFOPe|HC#Zf4E!FNL>X{H
zp)w_ID9{*W^%eHnona>qAml)D_!e?F@ui&v1yaNYyK5IZV;KDLXOcFRTt%>X{FfLz
zm>(?!+e(}{)7!8J%{jzifvy#?jXV@p-)`$)NLqJL01<BhR$(>i*C_KLURQW*>rh-?
zk_bJGuJw6pJM%is+A#n?Ppp}GJ3Avm$q_RM39W4vK=H^xs^}tzv-i?Nv~R0Hhoa5*
z{cnOpm~Qr8QUJ*=&?5gy0i{ex-{`fw%a2}4zOuD=ugCn`H*Wm2?7U0?ot$!oD=39U
zMp~f3cAcyvQP}mSPy@ohCcWnPLW<)8E&#a4u-EbILLa6OO;9_vD=-`bAx4924*Yc<
zVisT=2}-1Vg<1eYURqc21+m%9+FVoAu!I4Kp_cD9A$toman2XQ-F5<B7Hz`*IH{z>
zj=fE<vOU9&uFV_#W?;><vQOgTIJHRx@e0;9X;Z)~>Tw9Dau>9veEIq{0^S5O<TY|^
zS$z`W9`T?6!}kq1ktlKSK&-XPUCe;|RBy^2kLgVQXn5*mo}$p_yOTHm*$3>{BjR9y
zHUX^@5*y+pglNpQ%Q2{6*ibHC9%!Zl@ajxq5yg`kMus7$M3B>~;58fV`fvdF!g(cJ
z7koLSoes_C0^oY89P!Yo;>lK{hP>u6&Uw5JA>`0ISZ0_com)D3oB+{Dh!5z=cov}Y
z?G={e&gKHn3Sm_EV4qCDs6HYca(U>GCgytn?)Z$B%Jnw62B7;VmLyiSu_E63g>5=?
zlbl9DDsuuzxxDUn7qzyYB^`6AXf7Zihp)Avz_S3xtqVJTJ6d;>iImYdKu(mpF3VVx
zTLCvMv5iByiy)jNbZP<zvB}8k2k2ypMXcq(Wfb#`IlVCBp*XEZ0DRYhr?CE^hSs9E
zs5Vt=E%p}<BZDUqhHF5_HkBh3`h_Adk);R6d}~5H5-L$-5RDRZmoKE~H<EQpu_kZ<
zW+YN(;e?yggm`REB6TlVE_V(>9#!s8H816{Zu*6<{#vvFD%>DB@(Lvdso6z*h(=c!
zJq=Jm&I$pOU|IJSTM7E^w<o4Sgz2It78T=OZM%s1oj@i4{A3G@k1w8qA6Ex7g-L+&
zD-a_F3TYO^F63?{HYOzNYM_hlh?RqLr{D%eJx%B}a>fb5Dd}}3M_7<0Xe)zVindGj
z8!NY1mXJ;!6eC?|LU;i3=SDY%`z#pqKOnnl61Ybk7&sKc0_qWft{Uu3$nlgdjhwlK
z%8j2!4t8@KXo*LbYic?Pym4R+ntM|Ya2zBD*pQ}H5-G{CEuj|Iy}Zb=hcfrsSq}Xh
zBcCwCay9?({5ta0TVLi7>a)W-U8c<olFd*IknU!XZ!kzx^y4yc+><7O@$t*v?%?zf
zZN!#*N?d*9uoFTtw*v7lSn%c3r;S+M*nGy_(|FQYl$&7qG_hw%2R>=}Gf(?^G#|uB
zEZ_!_#gMG|moHzAbwm!;k+}q${W%+`0l<f<=rRRG&A(8ZnevlI*FT}vNt-UtJt4<z
zVF{+V^#j`yyH~tkjs`K05=STK5qJXC$a=YZr4X}h-&V+Un@3gyi?0g&Fgds`7JS7X
z+qOcUvta0^gR$n|Ox#DX|0sMmM;XNA2N3Qbzz&%Grl^<ly)UGtN_zYM+gToRHb50P
z>FGZF!@Gc+;il4J5Sa=X(E@`Gb0_2QElvYjlB2-M=YC1Uy4(SuI87CB8zyuPNS9c4
zM;W9ak@Sjha2xysh1iq8NWkUUFUabe#AeW2f4*)ERWRvwR9b??y8Fu+@wV3rFR`%T
zp>wj&gY(sBd@q9M@lImS@iK_=oSRMGPv>V@xDfU=+P8+Z*sUi5q5zue(>W2)w7l|t
z%Y)<_(+`uHCCp;S>a&`ewg!Yd!#*!l)xcdI!z+x50;L)U(3vxa-EjeYG}&3DUffT&
z+PYVugo}9FiW4>eFXw$Ef61?Je_hNB4jE9>&}lgi!Nk|F3Si9Il{nZ0m^9XDpvCbz
z9fE`f`eEQ!;Ei=(K=~=lXs}1YTu9v9<bWsATH;XOnEb!n8u`iIcd}1Ju)qnDSR1vD
zLQsEUb|Sr&16>U$3zDI)5=$&{ZiWTh;>GWgc&p({SMnJ`OtiQZ$7ws#b&5yk(yKAC
zA{>XfMQ?}F<;zBU7d*%2;+iz6Bj?c(2?ZV=f1JcXdca9Vu9=`q_yRXVuNSUHxeLPc
zAeyd1kN}M8_5w&*HD{|Ymm8!n!LGLznQ&zKtM|Wq9dk%Opk=)T;qgTCMi>eDc`=B<
z=6L!T{k%yYJtTKcyYHV5jdoWZfn<<mL7En!CkMeyN@7)806ECSJt6<mqen%1ud}X(
zlho(Ata`E$?d_ADo#_=fP%s)98F`)eoEd!tSlBPUob@46B9gvh{&#X<qW0n_P+apS
z#su9b1rMkpc9K?b-L}3yVHz}yiyw*Iy)v!XyZn8YooP-W8`6{(_2$rbyG3*hqGBPK
z_h9{I@VFvh?y_#me7a_Wi7#Vt&(ey1-<wS2d`3_#@!$u@tdcMSs?JWZ(W>lk4tku@
z7KB@8qSg^YiEKRd7`fvB58@v}e*tg-F#j2FKd>-$^!3Ff#dndj^xi{$NbK>Pn>y=t
z9?^o-X^3C`I}B{X5x)L^4mg=0rBUj+znDo|8v@c!Vpcry_LDU;=}<x)S`A(-XMZ6a
zTO;VMS3%Jz#@>uN3jPo5L1LH3GJ4pUwUeAqhoS(-I+Bx~9Qy#1$oY%>gfnyI0la_o
z5c~*^vuck>Tm_?`3W=$5Z7(=qm{n~BfB={JcLInmGhCSjHeA*o^G((c*c)Q;goVaV
zGIcZ10OYc8e$qbX*vGa;h&0lmFZCJJyv~c+w@{{A;&uVe=&2e7OG--NQ+T8Y{{H4r
zFeqLBB0~}+`DxhpFD#}2I&f&~E^w=j>zI%ss$exR;`GAR?;XErWAz`xfVt;?3Ikf;
zis*95py&|H$+4Ud_=&e0-4>FhB1m{^$mw-g>i}{A>F0wLJR1Ih^mfwk2RybFc>@M(
z*r!Ts(;fRTOEt&fB$Lv6CAx!jMaxfg+)E!=wQ}WsnCk&*j6N<QLK+$Y_Iufp_B_PC
zqYNVCfTk*b{Tc_ulG9$ab1x?$y$uMo24-J;ONSP1oE^9_KnGUP*lK25bJz!6y2Brl
z?$?}jc#pdg{HsCXpC=|EnSW|}m)mXNhu_$`A%QUX6%-19Nom9t%fDS*{JZZ}9JEH<
z+m0oxR;}8ptAImL6W*cC1r793I2~#Jz$gr`8VK>x{$?GJxZ-&r80jffKqTb+5G>n|
zY0a=d!?6bMBcKoPCaC&Q44xSd5pd~x=51Mmz_NYbh1@KIZ|~mU**HdOhGh$djcBNp
z$jP9x6?b*c>_E^alx$O$9T@U9B?ay-D7k>k72B)<lgmH(God^oEg-wC{QK@qkTMO1
zP;WN2S!5SR!fL=^y2Xt<cQo(t%9D2Boc)T($k3;S0Mvr_V^2=diwqSZqwwoB9v0){
zQ-ql<6*-W&k5-H5o&iUYB-@FT!Wi?M=cCU65!1vHMmTdUOVheFIBo*6IU#mIUcm$h
zMeFMePNFIh{EanFv_jA&_Bhv-R*51!5mbyxSMdG&_Eo3w>B0$4uV(-h(18x`xjY!6
zH-*++!a(m8K=g(ZV?yVLib*3iHqKAA|60yPx)n%^D>&@lNfGoGVCTT87|Q9#GOtl6
z?j!s%kVAEUCYrxq78Q+_?|k>z4~k9G&7ydgyE$+}LTM`G!s*MTm?3A!_MHJquzL0C
zaI9hf$Lv({9U?SI@o>?bimZ_$P1{h7B<4>ZgByYLc>@YOgUE$*bIXVwqiw5o4yPY_
zk`W1M+3D9qycdlEOzPH??o^cW5JGxxYzq=2VW{+qP~N>(_+K%V<minqNQ&8eQwnkH
z4Ymu30Sj^TL}W7%YBYf78_*~y_{vk|Q%0`=p3i=<m162{kSm1vcnXG5a>Uy*ZfU;Q
z8o?qlY;Y8J_-hE1DM8rC(dPQ7#{6w;FGlkbS>NO=5yFcAh&OgALeP29Y;UAU%vl(;
z#-nsRLNq*t*(l&q2cVpe#P$OpssT$8IgrjCM}r<Za-@?se&rTXLMF(WrQkVD5hUuz
z+_9L*89$)l9tYrEo0fPN)A9a|8>Zl!c85SRZ<Te=fD%g1P{CT7#8Czu7<fdHFWMMN
zzZ~M9!2zq9IAJecb{2b!fV{8d<a3#qpLYF$EqIL4UohuE<O73^iVVUxfZrsCd_J0Q
zh&o)c%|YUqXgYBS{Tl@IAn-P<W`<NTO0XB=*4Jy~imwgC36+4=OU?mPPrdL#M?VUg
ziu`T<EH{})*vTC?NWT!Kp&H)1z6NqSISGnjYR})qJ~~kd0-m&@qeCfB=xnb`Yjt(?
zd>uSgiS4VNVXcRL^OA&k6b_^Z_*-qf1*v-c)+0a==u9J)++??;%*;&oPO{5{filS=
z2X@EF!jGTD+kSdUjE}&xqG0a`M@4T!mU$1-8`uOH&1Ax`ZY_5&bSPi)Vp*oY_9<!q
z&q=4#DMI?YPmUO9lLsz^C;}_LDvE2#^RL<6!G&eyzQ;Lvp<FvnNDhZUa?sby{xFo=
zbcol^eF%hvqJ%%;Lf!6jh1CDo+IfIQd1r0^!ET}wSB)hW)G-QnQHlkLu2B?A6eUKQ
z5ep)MAgCxZ(L}Q*Dh?{eMj{q0V55to#()$tHV{xS0!ovJA_5BE?~J;6^X`88z1Mqv
zd+lDk8)lxFd7l6O{Li`1ecwk;Fjntysk*eCAHw`sXBTaSpdia(3}Ucagx4$K472VG
zKr2OJMO}16Drl(P=vU}1o&*4@tTZK5<yZleiLvgLq5MMDm@`ym5i(m`W7*rC5>uAw
z5>eD_Zt);1>Fd+|@HSigw>b4%)4X5GIwdclhn#k)slzb>81(KL5OlxzFZ-J2o@J7t
zV!Bsi7K-xMxX$!9eq4brx&^65smNY{foXU3BzDa9)jxI{b+?T2RWE?QeNM)HhsJHN
z(^?|$@D;!Rg2;o~RV(Z5%TZ?_9aJzf!5#SRW^npw!d`yZXanSE2jOfwM<g7kq9|om
zOrA7JJcqP0F<JzbEkU{zlO3EDVIYoP;~TJa4I{?v*-7LoFc$u%+uy`96V9s8g5x<~
zvxQ6lX($1zX2--iBUuShp+(*<JW}?9Yph2iV8V{xI{Rk76J}29h20ybgg0oaF3K#z
z3==NNbXIbFq0uD*vS;p@PD3zGNPtTUy(G)UHt=iyaR-}8lkRrZ%7Hy5pY2lVcJ?U#
zA0;AWu5F)ERoBDB%^ax&O}Ep|@mx`2DYaptH&I~5soZm&hIqeNGIg)Xv)u<36+Cpu
zupZ&>)SdZlREG|iUWNYW`C0?*F4g<WfyBIwUz{IaZzqap1kI49##j$a!$JWg>$@}#
z%Cdz!%vw#(%rv%sN`du((Prmn%kG_-ptakPyhHrE31EF}*FHM1e}6d1=@U?<8|YE=
zX>y%&nzavWaTLg|HybMs8~)!cMpN$w5^F((&~}{Z-vqm>FUd-`eE)q2Awua&4jaf(
ztfF%=S>z6=ta_6=&Wor2O<5)~e2%e6(#RHgf{Nb;UQp}-+GqZ)wm&$D(bdkE6$XhH
zLs7er?RErL0FSZ<q@%)+d%KN^&Q91MVO20#$Ykn0eC8|Eu29;=V_?ndT<?9C2;X6>
zBB`y#`&0Ux$%A2x3f(MvKogq)YzCgc>SJp;>H3bkwX0Vj<@EMSYTl}okk!N}!PH$W
zxpIk3NP-4hbhfjKiG5>VO%pKQ1C#ARSB6mQ?(^@=b&cOT9=TR*eN*$wF+F>wDruN-
z8Au8OR6?~eFqmw(C~d}$UK8BQz|az7f#_{~&)UbWbjle@j+c{3Pc?d!2*xy_u)EQI
zvlslKQr<h+)~)}X@n88S)>ka@B9%_xKW5(aF;zQR_J>ZLI@LAah#k=yL=dToMg=+N
z-nRST2JWjaM)j%`&FuA9vtT{AcoWBiJlMZg?MFw)gx^_u2N1byR6xHk#*sxx5Inn!
zI1ppRX;pfwu{g%$428Lw^DOOfqcn`dG;n8QyS8pg<Nx8q-3i~-jLz*^e=QQ1xXzKw
z?|&r}3(C4Po@3>itaz1D@YCk*WM&++wwoTYEl7l<6Hb-TTKsx>gp!WKveGAC?z?|=
zugs0C!A+3qO1(;TmVX?!rfTNgl6WGDl>A&C_Kfr_2ie5<Z4G6yZJUcp;mY%m9we-t
zO+G3JHV8^o!WL3j@c@JJo9!}>bb!8AB>LuEgYC_#Z*_E#a2_#nYnMa#$pr>BTZFmi
z0$sNdCC<<9MAU(0x9`QA7~E@hv}@0SJ!<`+*tuu*g+d~N0|195nIFRxqKaAEf3TAO
z^4ZAN;rWMeH6flIfpe}uaA3OEdC)&;;scj}<P955)q?NdSAtI-nSJw!-#CMhGb&f=
zOgH|4|8>!+XFeu#;)#ZOhITS3yj_Zy9XBzJ&aPhvJh*P~3&pIHVqM?F#H8=p*dK}a
zpErxqGq`SkY1hu+@WqE+#V^j-cE*h>=|4A5sa<->LpOzham!4iW$nxI;}m^4k<!xU
zfqem(<6$sT(fd#<C|uFEFTD|4Vr53y0L%bdJlOwKENi-SPnb7qyZz0YR|TzdTF1=|
zoq08UtKO@A1Nz+>XHH5X2_VQ^T6p@cTeC3c3AbDKY(l*L8lH{mLrP*+lL59kQ%mPq
zcWkE_;e4wthFEq^bB>SB&4sM3U*+=E)rYs$hz;Z{1ZVYfA!<ha{PWLNocX!yiTR1&
z2~8!x&CWmcLorsk0o&0rtbrDD7|DViwZm!WQiPm~(gH8tup*f#J#(RWD4*M#q|ch1
zru+jP@&Yl4>Cm?AXFd651==&FU<VY%>~6=g3_)gg80zS0Gya%tC`U|kZ}PqLQ&aP$
z1xp^z-bnq0t0#6iy@(gB5yM)EEV#lPA%_%LUFj&3In-Uffaiq29Mq<+8cSO;=|D;l
z#ZoIYbN`-Qhq*CqrGaeZ94!$?NnED=OdU+V?g&&$6`)U(PxvuxVB|~uEPc6|xj&I>
zz#pFh!WY#o9$!VF4BIAn-}%Ln&j=DNkGT<v206+X-esqgR)Vv&a(TxC5bK<oBY9oY
zm*yWS>SZQgWr4ylvtM6xH5?A6J289)y-I8c2r16*M07~s%#8>rt4i+2N7EKrmPzmF
z6JVE#1e}yQ2d+0)D_T0!k0Vw16T;iEZt=&97q>ZRjzX13*Td1={ZCOsq6?IVu_Eo`
zpw5Y$jXoPjtR%&-+qnD9M3~_AA-$qGlO|1KS8$KvE%}e*I{jw!)Bcg7V79ln_ofB!
zpDtkp9MT`SNO9B^{CoLN#7M2EGcOZ&X2Q)Z5_1lTG$AASO+7)*X8v(2Fxav6uMU!d
zy^x%ktt;(DCD};s_-kJz0~$Kmq|D{n5J@EU)YYwDN#?m>yQm)~)pGK{!3hQZxH7+o
z?D538qG`jm@y@Z9?LK{i{^u?kjEJ%6E~k`z$#;w0BI(4!eRw)S$BX%VYnNT~qtzgW
zr7TqJ5BPjrSrmf=))vwa>3w-N3@;r-64GB)3R=te3($bOuwI0qKt;A}lMzl)f(~O6
zJeyf3mXo>nes!qvVP2B_AC`6io9DDMqVK(e3k$FUPY<+16g287Uovw-q|;D+;Q_s4
z<R~`HxTES>Q$T76*)I+>yq-v5a{Y#6PU1U6#Ru4XD6J(Q=g>$*2z&2Rii=e`W=uKZ
zCy89(0W--%pQ9X9)Ym$7_M0l4!mD3jdm+|0;@GMpf;+}da3CS1O=8iL8x=F)^Jb2>
zs5d%v>=^Jci(dC3in?PoQ9q?KmwOcc2C(XWQi49PX@Gl0+$knTJga-pxPaw&Z0`xK
zPOFxYB_6}diHu~yxL%6+BGGw~!cOM&yD7jO7YXXdS5I7t5r0qd1t&6KA8L$eiaHgR
z9Wl}~tDaI#>^226R_ZVQFO3bt3-<A~0Y-1LL2P2p6g>}Cn$QFQ>x}7aIrX5E&_REu
zYP-KYZF{Vs6X7F_SW{Vmr#v@Ih{T%klOLC3X7R2`0LTm?^+Q3??z5hL6r4m0OF9=B
zzae_>ngbVK(nTm}3<p7vNBn$HKu}X^>>;NAfA0vyKSJ4lTyWz4=6Lu}fNM4JKwESU
z?|Z$L!V3rriIt<B2`i$JUf#!zDR%rH*8OjtyaVn(V|2nbRP10lD|ZiTq@1b1@1O*w
z8T}s@t?vg3uoeXgakv)k+{|$z_#!87Zwpy7wsnRXqk9W41fCLlg|po%I9gg=i7D)T
zcAPmJK$&+SVspTj*q6DAa+7KlkMTf`aM|VTUlC;pWUaIxfa+hkz-ZJ3&4uzD??obf
zC&J!dbB<n8*VxAp>pZcCLDH+XkpWt4<YLSVZoxk^JV&l48=2VDyEKZY<oE?*48LwH
z%bhAw3U==vG&YjsWhs4}s0*vaNJ~&WtvDjKyP|hcxQ3M45}(Sl`KTlKydUTO2nAAs
z8+vSqjs!PVhrxEa^AD7|WY#_S2dTXnRdA-CaCxJnm|w4<f_wW5L)dfg*eM(yZoC`3
zQKKS3giF!EKxGj}rPD1h1EMphGDC9S+K2@`%(C}=bBLOL)b))U`t<C1sjP+hg<Sxj
ztb`}1T%(;aM7hmeD(!*JS@pWUiBe#qg)3(dP2^#|wIrBM+fWq-0<cC?oToK8@c3-W
zl72tv#`RnO)Vv7F`7qlY&LjhB*r<~YFh-U?^z5>C->j+alHcR+fvH>$^K&};N6WJq
zpCS;5kWiFl9Uj+FSo5LIKTJJz=+MIK$5{4vt_|)3dFZ90WF5Clh@+4&aCLPR1czXz
z!GTtqp~~J3I7R^V%S;7oZeiGlk0D_sNcc+yJ|u$JHf(<6SKXqdZjzQ}ZFL3oV9n+*
zdHWvT4)sfxj>XLrbI+D#cO39#2to~Ua(r>;NMkMN?KS~sBe6@1pO(ft9;R4W6DS$d
z2;36>Vp4GYWzxTx6u4&+Xk=Q1^B?(_WKFz)r5&sdcZa@gg>_Mz9YOzr(SHBP=d7p9
zz@ZCN79731I1+Kbf;lApN--4`8=2>S?;5k>qyW=S<d>fw{-!g%m@f}~JjjW*VhOmd
zv=bh_0$uKaC(cX*;-{{3VJgd$)&C^0n|(W+MDWTp?B?S=08UTxy+u$j8Wp06h<!@Q
z9<F!%jvQeE1cr8fr`;Z}JI2wvg<p7wRct*!V=kyz|E)`xlw_sj->-HKFOVpJCXBKU
zGZ$L@lE1KT3<bA&>#4!)G(_+7z;0xM660I4B1POCJl6L@O2A-O0jiYDU9LwsA3lg;
z%9ofgZ6EV8(6%R-<q{@P38z<j=Sm=x(?|qybyy+NCGp&_oyS=`+_!$+t?1QF`PvIf
zuG}91speZkm>ng3FSa5*di-aFbwKTmafp1P$UXfQ0DyzMAoRpEN4&+)F&#xR4W&l;
zGpkBoLGM(|0HwPEGt6QpoGt+s>Fa56NUkPu+d=84z>I??S`1_0H=uTejGQrsKk|_U
zF`NxTjG$@FytcPP?&`mjpOg~?lT<vSWNgh9GZ-P-Gq6(souxo~+{cz+ZzaRP0CcD(
z2E&1~TE6`DZocaWf3r)_QO*=VJoRRL!V63R@HCmLIfoCW58hHJtXa$DKX=j&rORoo
zRK^oHW&`dbVgAWBhbHPSG#)U*iG>{{9U0HVm!d<aDN*X*i^SmHMl^z=(k<p?ezub1
zCEq5V-a*MM*;n{UEUKl$$ue53eW<zG)OwU8Ovp$CTaS+-as853sx^Wj;Y}&(y@}}Z
z)l)eFIH5$ed9OnwG7KqYX~^y#$A_8gpiuTd6{)9wU4#Xr6spqeiI1X5zm)l4Voa({
zt<`(AnU<=U;FkfrgPCy56A{{|qHgz7Cx^d5rS{7^j|fRjZOYe@2Z;Gmtq^FAS?RZv
zd_eDrEDSvhre=r_sstar-!ZWv+}zM+n8{5ge>7sR5?4~0O%M|QG%gioE;po)=n*?=
z7~LT7GyeZ=>S!A6)P4j11(Xso-;+_G-YljMA#UGdyh1M|OMB%Z&?+!>0A`a+j1C~w
z15^ZD#v3cm^w!)j<(6c?eZ6pi8}mHPu*>Mxr&th%=OE#iP@xNPN>K;Bvvs6N>*g-G
zf@CM!=P3P33Ib+XoEK8D;$TEUp!Prg)k$wWiy#E*($DS0Dw7*bbHPX3b1`3^_|{iX
ztoGUouZNjCKLL|vN21IS@(D=$KJ5kl4rssMX^L{8sfuy2^IG~+5Uekq;{%mRUk7u9
zua+(->S+?gh1M;w)AmNUAzWT<MWb%beF#y{gN?}4Jl9p{!QCWWVCUFYo1(wf)3$em
zyK#fFX3xVcnOXBz@4{1P&l=Xc-<dVM_7JKBn_H+&RRZ>7m%L~qcgfsL3P-m_f-6JK
zhRutVYP`1K)H@*cUejN2MU{0SY|fylOtQ!A?N}ipA!6WBlgsayfk^KPwwW|J#Wx(w
z1AgCoqZDeqrqTtLicBDW?Klp(F^H5kY^H0nnP$v5t=5B?!yc!RE7n&hKXSWI^>UOH
zQ*<xbDiQhKxz(xHl?cNeLk{R-OSG96-AEe{F=L6j%HF2@`s9hisio&p46g3w0v0a#
zGsR{=^(9`DZzWz2HR^YnBXJ2P?rPSUOe>lpr?&Yv2Ucrf89=f&yocL3Wfrj!u)G{H
zkiRRYQfCD|0cEtJ6X5xFb9eWi1hwg(t1CZEKIT(X%3(kom$wg^RzTJJ2W=iMTIElf
zJF2ONYPQH^4rCMI=xAjhqdT1^q^om3qx`oNBQbFm*Sw&@b;cN0yXyrXR~9EFO;a3t
zv73=bETIS41^>9*+@rrWVk1{SJJwEdzXvlTl79W>a@<&MKo*_UQ+~vnP1gGrKPf#U
z$Rg#rP?i~Korm;<zFe?HjP$@S>8R|1gM)+9&s5CXX)IvEihO%h7qAdvb1ll)zwhBI
z1a#85)1vCitFeR%z0LF>#e@gow3ZcEo?Z8%_#io2p!Oh2{{H@38y41z>68EdXr*03
z2`D^HMJWTYQI8_U{a6fYIKeT~YuWM(!W7x+Ztas*n)hoKs6x;IE&Hh-&sY2uY3Vbl
zB|Y2+V>zKd!WQh=?j}oF*(O(9hLQ1KcQoJz26Q8|>q+nmNJM0AVNm$AP1JeV|AYDb
zL~{D>H+1o8$0;UyAIiNkSB3&R@&lK^L(v{&eiho!c|y71{jyBoLexOi1_xy{SNHC%
zVt7#I^-0I)D9MM#@I-(IG0Q{Dut)2}mn?<~>c%qvgZ@dkC<aBnCl@gshlr!LlvzHo
zndVUENt;@`kKZoR*Hd7Ky|YWSm`N~2TIL&sVFug8RDN57m}?1+$9Zi)8twI(4;Bib
zF#kEBuF_x8D@JuROZZh4d9Imr@B{K;vYWOwqPRCFT*VBB?&njxQizJT#+mamkv?@^
z7|kSoyOOJzKb8Fy;7QyT(K!R7w%YC?)srSI9~=C3DF`wVBSc_v8W96q+j)~FeJ`LL
zC#<j?S&}+n0B-tnKwoUQAia5~o(|OCl6Y#9jl?h*hK=)ls`t@qS5b1wxK2Q~JJe7h
zUiqKW{yi$XGTK{LR^SULIVM_2q($FZP6npd0wDLq8BjY#E^_G|X}OBAk3@bc?IFLU
zl&w~}K0#juZNjjtGlSWLWe9ZYFA$2d=7+D%jYJqmzEz9)Zxy1&FyMEILc)Y4b_RFT
zRX3*h{u@uaj|B}<IS&Nul~o0wj;AwffL`EKdKlttN={Io1qHfKarT^rN@axTzlD%0
zcF_=}Z)?wA^ZlvOy&Gda_cLAGW3bu)cy?mq$(!L{1{~5(RRf(&f!j*rJDZz(*fNL_
zOu@ZtWC39GS4#ipHxgsX^MoEK@xm8F@vgDW)n#?u<gWD%WaQzLd)o3wothGTRgJ}x
zGp1Xjktf=tnB8CK(H9CGFo#r;26*yG!w!eDB|Iyn_T#s;Z^95#>8vhA$tv_m*jFzI
zzrw?fYTHPuw4*E&>j2C-;51ukM>Z>!hmdiHFw;m*T)6Tf0HsXzu%Y-qU$_S58j8Gw
z1&|5&elmtm6UwP5Jp>Vqhg$fHg+Pueswd_i77UEACEj99YoQ$}ASDz#b{1Pmi2lM!
zkvv?QNra`v&x0B#hw}{e0hF2Nv{NNGiPTJTZu(2^q}2RywVz(Q+_hCDhr}rw3ej)W
zHC<miqs$fJo2VsNN1d}_;ES-8GHe`NIuSOjU~{L;86FcPBMpFqG@%r|VbH%NJ98<g
z>xoA9jG(HbvQ5nx_*T$$&E3~zGX)*Jpx|y-oc_)Mke~Psz0YK~^C12r+$wnVXu(X<
z^BFhblZET$p}u^t)xQ~O`ljI}^bOj4)*T1iVJBI-ENPTy3F5`&H8FNA{6gUd=&Mw!
zD^))rt^_MAg-#LsyopX0b;tXlLF1oA8!B=UR@Df72>goQ*uRSS?|<THflGrGI9(qL
zCbYyJT+2|*xwu+nxDCL)uCBVmnyTU{q{A~s5^H#2)zyynS&<@ILd<suBiw-bnWFem
zrp;*;Q~!^3m=PB~+)?A+f?PEHhH?C+R-J!_E-dzMBv!jbN<{N#98Vj+ihS6BiRt8)
za-?t+$>y<L`!8{-KESo(M`_!HXrjRe=_!VVQKdd-ouR#oQ9MkDV<f})3W?LGz`HC&
zA4rV(StKjs^p3r6Vt6`O1!IM*Ne#4VzS6!cD8Qei%Vu!`S;)ACiYIo|R`3SCIAG?p
zy!2mYq;0DV$*-w??UkF2hlyx^FuctTAIN8m#0k^$)Q0KgGu!0RCWdX%q0_DjMcKUB
zhqSnl1>5Vozh%SSKWT?2Z$mrGh@(oA<xU#<PgBXo{a><%bM?VT?(yv2+b^2eKX1s6
zuhWYtiF3`b=yB@Q=<he`*&PnN9I`3VF68@wIcGCl1&mC|&vM*i)UwNNr|k0b{KkP>
zf4*Yda)-5taqn*pO)qsA`Dx+!W<j&ezB9L+a=%aG&u6|ezkNA>kZyc+k6(-8)cxY?
z>P|nd3ceRK=JC3VkJq(HJ!Ai%ZcLuX-MNbok$#+9Upm$yQ9YX3m_fsxW_Ir1SW#b@
z9`He9;=_K`y_gjXh`tFK6Pjd3*ykN{iM@U2&aSFjw;0pnQ2$|!P+nJLc)&ul*W<eB
zTwFg{CNqmtxNCphI&@jhIURcJm_h5-t>;EAoqc`u^RzihtID%?v5-_2q~G@2{`Spy
zw`+X@3bLIe(kWX!a65ileX=Jt<u{&TJ66IxGn{|<+tE<(=ALr+Y|jt}Ad0Yvhzwpk
zYu>zh`+GGwG0$dUf|-?|%L`eZWJ4Kd+kGF8%CiWwDk(TdCgof_=V_zt9IRJo8tjtq
zJm>h!h`DD!HNL-cmd26VxB0q9%8c$~YpzX4S?M3KuCRZdOK(zD^?2*0U|WM$wXLg!
z&R_WR4}+H8d%zr)E}wkD5<D=+wb7TTUG^;ARDt*@ZLg`J#V}-QFG@29dwP00EnS-O
zT}QjXr0#16&@!pm`-y1_%=%Ku08(w6?K^Sd!UKcIhTB<LfgDpK@@nr!fAx|B(<H#o
z+o@(tBjtlsldZjuW+gSDBLZ_Q>fF7H6k3252N$j-FLcQ!xc440VnooWRm<nVj|G@t
zObaP!r03FbDzhyu8ew8p0XNllP<+`LR61ww)RSfv{%CkT8DU<E6)F8n+YX;JyM6a=
z(Tq<ATJAL&3M{iMX^UF7<Yf8Qng<a^1s#1?_m1BaeCyym{m3J&uFvi<R)1q{RSJN0
z<#&VE^#m<*zQz2C40(E~Ge&SlAFjC4^W%>~`#Wbv_O-7$kmp$S>&Z19^A-d@*j4)G
zVtP*HAF006p3f_NUg_&=dhhJ<*?H(@7E<cf{NC~668QJZ6FuAII-iA{@8VT{txuj$
z&(!tR-gXhL-I}N@W_eWp`f}fzgC&8lb2>EiEw;PkUWR#ddW7$rQk%8qksIXg=9iTa
z+cyynHB;9&WY(6gcm3dx?uVYvE;fA?+A8?fMSm4)<ZB|SCVgG?c@P17N%waB+I`sK
zW`~5xgrUccmiy%CIYi8?K4#TpY_B}qS2HdQDcsT~97agilupXIJr!@3j(?DQ_tiJG
zR#l@68eSQ@l2xd$t6IIi$eZ7FUC+(!o&RQdpPH*Z9;Cf^KE2$J;#3_4wsCIHMxW6k
zE*B4bg*SmV^U-|e#&YkKb#AW8li$+EPEeE^K|dyb<27q-O8&YVqeJHDhm9$GvQ3}$
znAO+0+0K7Nx4hB8w(6OGW%9AiO7Az9=z70so8VrRG`%E|<*u$CW~eMNmZy}}u36U?
zj~dOsKe_YT%j#BTna4M>y_E;)Y3gCmjCA6T#Rk-`9aQu5!<sktrMfX84%?R>+Uvcn
zAuZuW-lzx@N}PWL>6ni?9$vD)kNxZIuQR`2;BMJq=W_R>CvzrmE6(fRFyi;X0X4t-
zhQ=LRyXFJf(2WfF>{WMW-+%5qcCB~RGS{>X_AbeT>;G8fWjx~0#OUSnTWsDu^B>)X
z=d@7ON*S4!xISUno7b}p`A@1Xsq-I$x@+CJHVicku{<yKk81a!hP+();8*$LOF!d(
zrd&;vf6}kheEF~TKhg~2@1IjNQC;_z6i>aOtt7SPmsUqQ1WDA2=WZ(>q`Z5dVdE4>
zLPy~s0<(Gpw@m){Z{OcS>Z1^cZ+W3IW5{KB;roxZ-0t3Sh827Lua}Xp+1b?HF?Nc)
zGbHUVU*|tu?mzvCfA_Y)?uCOwj+T^^q}WpCC`}hGk}uc(#~_`B!`us!-2?c4=AQ*g
z>Hgnu%D=nZ|KMK!`?n?b{E}qv`pD7~R@T;wfvRJRf}Ja?FE%9PF66Ey>a=WZ77A(0
zi0;*TjtEVUH%}(U!qa>X8+<VdsFMWQHGIoc_G40P6CcXp!xT)nE3fpZA984>zQr((
zC>wavHP5#D?qvkpuGn$BI?LFQ3llH(IXCR4eB`I<Xu}9;N95s!2BOn_V10Fy4xXRM
zh_(EPeRSDBg_}4j%qj)QzRj@)u$>*Wdkc;p+%_4rR6|%}x$po8-Ae;%!Ibxtaz|xb
z&z`+&X4p;~RH9M|aY{&UtFi@+fX7o2&zf1~kyk#B%2_@|(+VSSlB-lYOzu}&8#`ij
zu?Cd%*2$co3iXg?xZCj?=F~yBxH{a}__3>RT~5z^2q~12Gx?&(3sL~uJOEl3VLKT#
z)_1*38L2L>zWm|f0;<#LV4al$q%pkG0%peDg7eR>r*fWveDBR&_dI=|4^_c#PQrwW
zSn}(vuDsns^U3m<o(Jl3A6HgI_>Qr*^_-0)GjOm^@f6$~>v}d9wBg1M1EW@frXGuq
zmqU{2VRaE6-=Wx8Q>t<2mW?!_+&2g)*E(3+?2sS(>nE<3vuDrN6ab&Q-tqDUE((MS
zt+FtyyO*(uswDQ&wo&e>1EWLX9mYP5E4|72_o5=NL9ar16(j8fYCCu_wwZcqw<;Fv
znVhZ{3p7)1Ui57MkL!~$`nhFled?h20qN=K6?LbLTTIe$|K*d>7^ZM{D^XWG28B=U
zA8}qo?s4Qw1q^@1?8KlB%}&@QjHHOLWLx58np3ozZz?64%4L6b!>Mg1zkkn6)sfIw
z(m<zg-MHZgA{vz%%R+toTzmW~7gd=){I=cAgGm=$T_~&OqT8R6qbmxrntK`RcazyT
z0u*5yJNLqya@WNiUY(&(ynmRaPfVl;R&{0w-uj%fF;UUwo9~cS4zP_I4p+vNlxiPG
z&tkHfn%hUrJSROCG-}&ja;8n2HmNFJPxSGnM%krWQ&%3XTl^KiHz@$m4d2v3!|O-u
zdue0^BNjbMN=tRay0;lisy}#DOHiDRE4oa$!BvO}s%tO^t8)&YK0VYzZvV8f;sktO
za*NWNl7&<@!w%T9xpLI<SErSpwo7#`ZCukN-=TXS?xH&U#FX?_K((tijx>Akp$0VT
z*wzM%u;WpMGp((y?+Sx&hK=pgMTyj4Gua({>l0Xfr9Y!Jw~*SwLIY5>%1gHNjJ9!B
zoo?`CEivb{IOA|>gHckzfVrC5+FIsU4vCD6+-GC!jErwtjePd?+kAah(9i{+Pd+pg
z^ek`boqAd6hxaU>tYK)_8?~#LcJLi<(}=fu+UsQ@xmW6hj<&bYBv4TeH!=eFFgy96
z$tmt2BN#(x=gF`pwut5X{W-<f);2ge*!|&m9gAq)PT@(8di;5t%M`I^;3l{SeAf4P
zL`3xDfr@$4Vbcz_FhC$BKMYBi%gc(a)4j1ISaR<H?w5Ovpa@QyI&~^$s(U~l77-LW
zk63CY?8VZEix+xrP(ExyY@RXb-{o2Sju7XgSwljOpLNsY{}kRV{P-g|rP^4&J;)vn
z{brZ|xcuqsKV$pXI-l`R-k*ShGd=iM><|6oZcQ6C5H@V-ZRh1VQ3Ea9e`z~$Wr=6?
zk=&}Ck7_YLNm-H9Ez>D;<MlaDE1b<t?9b|kFY#Su`*6MP=Cw!9bxF0|zM{*yi{Lpe
z8*f=!(P-1I%9wGnrTR%#eWwQR1h??Yt_nH3tFA6s_j+d8#{Ss{=32+(U3u8u;N-9F
znG5zdD~|{dzrH|Dq8Y;%H8T&Iv{y$l@MlFjy!-A$loUrommHRApCR1X(Vy~SrRjoy
z{=Llth$(J^kbLcRyWEmoe)_ag<>zwg7TlwzkDbz3>30s>*Mau+l>vs#%i_E_Vr8%^
zUbSRGCuQ?#*Y(f$6tl4eF9kjx4QXbL=or~6&kF~&Rzhxo0tG-IbmWlgJa+xM*wk-~
zNXa&zhCgly*0b`s56!rgZmV*4kWN1iT(C`l)<Q+OdiVD2oy+e(sJUNCQ_>^HCHksw
z!co<tW{LC55<WB6>|I}5jMviZ!omA&$q^gQ8MjbRE_ChJH4$!QWnyDpN6>flR~G15
zqy~ZWv9Y9q9+D%RG}Dr!2X7)PfUs?ZQq7l@Ir2o2{K8@)9v8SfKa-Rr`pSyE&31)O
zjQvnO84K<6X?u(-##h}R)op+UevTN&)h-0yiG8@~lQYCnQE!*;?<7!G28Wb;`iRU>
zK&x`^<%)W;d(75bAvaqz&R6I%?!+jk2%I7fQM43Cqp=mM$f=-mNe1EA&!nwFD4{9P
zSo~Fd?`vxw?+aita9d4d@mro(yNt!g>hjL>=&`o!v?*`TDa)fRE>96c?EvCly+U+y
zdu6)!SEm{O_*TbFVK**|Ou*D{V~H^r<uF{#9U3^+;eUG6oXd`8v)i~`YU;FPNwPfO
z7v(wCAtg-|6Ps>>9t}TgRdj*Ol~R#LnnneF;<@KhfQ`EaP5c8CQw20po$mSGTNuDG
zSK~AGL0w~slqgeH-~x8wK>dp&HOUjrZvKP`qgzZ#*@`Y!!{#gJWDLh*q-$ZUboie+
zT_cViOX0>rsXzzc)7F{7EC{D_IpIe?`=y;};m%oYiq|QM?cBxNxaVsumF#<eIbJSa
zm8S>55q<8>Dbk)ed2*5)aohHvM~O5ri6sz~VXfOpX+N8bXbNDhOw*9jMrL<M>HwW{
zMe^g#<9oJJdqvS_P+f!n_%dfv#pwi>u_y2gFtBh>>b9z2+o-2YJkt!F73HL7k;%X{
zk56y(amnLp)?{a1@OpoRyPStA*4^XvIWJ1?^tY%a?dWkc5|g<*<4bgv8LEAz)23*O
zii*aYHDB4@xtUZ4;nOtI%(>`7S?sUkw0OFcT4%_#jjP)6_fdgi3!58GXsxJUF5KI!
zp%-7%Xx*znRM$9@&+=NIsJYsch0<~Kqv5YQ%3b~|aIohQ;<6N6votE`3>9USWa_CV
zt?SwH<tJFwK||(`(>Pw*(9~ty;JIg1RaI4;P23!oIy;Yw9jT~)A2w~HZ`)?(%{i*x
zohb)^(jv?38A!Q2uK2L(8ahVZ7!AFr@(h#K558FX^1_E%5s&w;9n{fw<rk?hfroBU
zrJMQGp8IOP7u>$i!yG3azd+eLU4n~>lYfbf8jOpJ8$M!0A<0^rSfl}pue!dKpEdMX
zC$}ZuJL8q3j`Bl<!djLG$&O_6w=)SmW+NAvushiI$OMdO3#GyDGlULmxo_kM8VU(L
zsBShVnzU}SHHa*QB1Ai8>7ND8zfZ~~vi`@qh_|V)T*sb1klc!YvqvIx3zfwA6aTED
z;&x_dXYZVR2#8>Je0$~SmzU+T@5`V6Qm<I;g@Ip0Yb70vieQ+}QU=I_**#$HnLIP<
zZQz&`X{f5!Fdk>#1CvwLj|hNep`#Ra%H4yxBtYkLD%MxWOPW9}Z$Izlh~dK>Y357r
z6&_b|Y~Ane4)j~_9dV@p2ndq_@hud!swQb{{SI0VMGOs^qLC6Iwlbx^A*#dIlnOvH
z9+mV67L!iTWo&@Pk@L}%eR-B*VA=h+5%faR1qU#^Zqgf^dzoiF34ak{v8ONU8mTAC
z!8Bti`D^%Yz5EAjE7Dz}@85MVgOHPPWbB(_K}>|Sw&wyH%!UmXLl82y&<69are{1p
zXs*8UBjyn5EjO~VvMTqy=4g7nd){(B99RsY>?Bgt#R1I~+buldqb=mob3pm4n0&D?
z&NHWaNFg1`4Dy?tphG(50aDi*T$ZX~cSh3IPgW&HVFkNrVnAcXHduRswTqjou7M)!
zX1(O-Dt_XwgiLAIOi?;Kyg%5)VAtg4_dix%<x|O;PcY%s`N|CGbtW&~YW(2IpD&&d
ziZt**#FwXkSG(x0eEnt-sWs0%WSksxq_pOm0y?Vo>w7fKLW+VHeDRz8N8;i}UK<r*
z&_sDTmE~jgtw1^upDZ+auZxUpel@=E+u?L}gdx&5ZLoN3O6%KS1@j{sqFmW#`Tm{k
z-;`K;;OpAgVtH)gZkzQrg=?^BJOdAP0Kga(q}Tp+mDd_y@cx65(9<ff$2AfRPrxq%
z-$EJ;HMb7b-`20zQFevj9x$xAVvr1FL?A>wUe+8)LgN-ZeSM|>z_TrIr1zuxJ6-sS
z?ai1Pf2>cUi|c;dzJ7Sbh1#VPceYkGcQBM^=br6!WFa+8keQFSfTHrtfUIjW8eV6-
z&Tl?8x%xtNLgSYe0Hk6vnu||lO;(cGZsNttnT0IZA@9M9|I6O_m*V`jZ->_H9~TXn
Ryj|X5F=5)@!^b&n_&*T(Evf(j

literal 38235
zcmb@ucU;c>|2}*s8OgeYPzf!GriPU4PAV-?sWh~grb>0<l8cO-iByQv9@=}5R7kXk
z2JMM7w13Cz?D~Aa-{0eR-;ewE$L;a?Jg&ysd%VW;c|4Efc)o6`sUBa+x|x+ip{%4T
z9nqjr7Bf>QixQVD!B1)iYkBb>S?8l?oi**voZXBZFHlsBoE>cJooy_Qd0a0zI$7G=
zN$io?BPPsa;q2_-v`<9D_P;)`$KKIgq$+;heq3a^gOZLDg|ga+{GTcMK$Ing@}P`*
z<e=82(7_hBvw>strN8Qp1chFF-{bZ;kax$Kn44ygV<bPW$&}rkD5+=F_&H6uLU^J~
zW39Q76@TPQGds~5o2-cq{wpVbtoC`D<Sg?~{FYUfr7lkfu1^2X{xR)x<X7m#B%7ZR
zhcE6=p(sB8X6#B)av7+r)pu*T;L6sS+}UZGo%Qq78VZG{@SDqKR^~b19%i=|mq&*V
zAFjB2W&eit>-ko%UY%-!KW{&9>51=~qVhq;#V9=X>THa!!u+3eFuqXSc36z@1?`Zp
z@xq6$vz07-!MZ79gCy0|G@@}W;|JH-cVL+DPtcTO)A_$dL_|_|FurHqd5nxag`!p_
zDqeJu!}mF!@nu9r5Eski2SGv6fBsxbH3_3QIy%zh;^Kri_%*7N4=bv(3AVEpfA0G5
z$ffK3dOlv>Ag-mE+xG4~-BbBYT5buept-qups<d{%M*bbzrL4L+{Nu_i+qh0ncT()
zb@U4^>+qd?s5Lp#)%E@Ro2ct7M^2o$75d}}24T@VQMQ+nk^N2S*0*lmstVk7M(gE?
z^|)5mpapI%s3^FE{rs6EgIe7CbhhJ#z&-j+gECnv?9BdLd?y~L;hHY}H9MckTs%}8
zcgFm0@^a#LSQf8%6&)?OUc?~u5JgQ%M|eZa#ZoRu7nfRm=-;RN8&BtA67(uJHy3Xi
zRA!u9R$P4e%a<?WY{i2z<la2Ew_165xj5TlJ3BkG<4osMzL)sz;^R9?rBd-NCY|Y^
zSQzbuib|lfm!BBrdh?xh0lOIk@(^~{-RLZwa!V=g6O3;+{?}aH!XM%vyEyxQCh6SA
zRcdFC9y=Dy#rTz)l9)K9EDFPq|FwGlkWUQ{`kp`0nmV_M{9&2SZ8p)Hj~+d0T<Z`b
zJ{_6n{=2&=>!Qi9FZpYl&3RLb|Bad1*$c^MJAeGJcV#Dkbe&@dGp%`a<b%jS;2DGD
zW`h?;ZthoRJV53>V~RtFkXCe&<ZAL!md(|R$$znW1eZ|U!^|t6rkoX?>Uw0zOD&uk
z@jG|!Tzp)Yp74g+X!RY%)`JbnhYub+7_0H})~yY@W95G2X}09JR9|6U>d0$iZ2Tfp
z`SFVlyLF>4PmTy_MEoOkIyOS!*=3F2J(XvytonC9YrE6qFg0qKKiM4;tCyL0;-T<P
zzY^or=<hez3Dgw&_|(RpK8fMa>9{M$zGh9>t5>g@-*au*5?6U({@iZeG_{gj>rY20
ztvwyBcJSVTxvcI_PvRatV9)KTi&j6p!SATN=lBEOp{Dec_(H29c<<>n3w2j<ydACB
zIGCbFxjfnRXtTKKKlFfrgi_Tf`(94|?y<(I(oHqH!|mRAU)XTI_e;1{b>tltqi=(a
zspRK%@jBss)lmb}KMEg3MVb57Pt8uW)fRYp>SsB;wtHsiJ$aOgi3#gDg<H;RDos1_
zTnrX=KR#5cHOwXF+WXl2>6h{VfojeJK680>33^co8<tIJmaHpRp2qt~<kh8FR!cgx
z7fJfOBaa$xY>Fv*D6I2hpG$xA*<@oOos<Zx`osioc@K+X-<7VFn<UI`&;99GU7KWR
zNY^U#_PT!K#sJ3Sm4f$FUzBsDey(f6l9ihya$E+iK84CQC7ayvo*g^0a+CNGRaMnn
zckZ0dv}-{K2zuGGZr!@@hr9K3S1_GAFq?*0mG0D|x?3mZNJWVBBVOCqJRJ<@ho1rC
zK|vfYy`K;M`t@tGnDO6Ic3-21nlr7(2ODG0WvB4=mEGTA)mD)I;>C;3&d!KO1|C!+
zBO`KSv&yFl*zeXg(dxSCR;PWl=keg_7GDktoO-HtoprsWRgK{F>(?zSpUUgvv8N_}
zh-}=r(YCEX|CIdL13H~PXkcA>mus`=d0MPi%nOmi84bNmyV~xGkiD*h4b8J1Wcji#
zCZV};8*46&M!D|m+gc}!2i<r1&nv6C_?^<ynR??G{L9)M<t;7x81s{vLvOCHc;9dM
z9DBT3-+jL7<;hJ2eR(=q3#rcY&4G`%b&&BWn47W=6gn-`;_Bn$GmHIX)tZ-Gmt-hn
zZr-EZ@}pefS<S8WyR;&d?n`>TyS*v={*L1(=nq8<6V0Ex^GlrKyHjuIqyNl%Du&mx
zv+VxV&*Ih9X<K}s+qL9azP`#rkJzah*^8~FS{;Rb7c6c6G-ANVP|Chl*xvq!^N;%H
zhnMa)EI3C`bNF_Mg@xs%<-NOiwNuS1*w?PT&tL2#G5P0@#gEqfk@0cuvuA_e2ktU=
zO4{l(qi)-raoWl%)~q7<Woy1?lx327xbIzVc_FGt`<11m14)Ik&V5yV-JdG$CMFO@
z%Fb$OJ=nj0|Hr#boqL!gt=kG_ZJ({%xY2yDt+4GMKfe!JK2#lVvUgmQ^b*fy3mdv&
zHeHiE=VvF(r}nwOy!7k)u_)Ciw;xNGZw`^N700SDnHjA<_3odwJ8q|3_@Mh+(!TYp
zlCrY$#Ad9k%yFu!>ZhOH(uqCY-DaWko>DCe>gwvp?r%TJMt$eM?XcanY)NV9mX{|V
zN%3x)X!9v-QASosS183EY>Ui4evi8@Z|misS6Zf@>~neV;OdHxVVR~j+c#&}ZkoG&
zCh?r5t=~WYl>L-dn4kIW%NtG&;Fq#RI><EW!IV_|+&9@cG^c=-vnkhOEVgki?OdrO
z6HkEZ)BQ2+?dQk(s*kILNCn=zcaPh1Q0xx3yzcb)P(V^rQpCXTZ+O#SlL@cE<WjBY
zhpsy}+bL`MM;yMfs%1RgZK&zxt}}^BIdgpl`S)45xw$>&CVTj((-S}H5krOyQcphG
z<Jv4`({P^a*O$06BDu4hrEH?HPn&G#=ca$~QIX%&^F77}#{*3DPa0w2yB-hGO3*!x
zVD{nXJ`x^w03(=c94ju}r5zuQA=16^>(tZzvZceGKk_Hc8oW&o7WVe`HW#=8B8&|j
zyR-R1!$kLZNM-J0BtNU#*b5VzeP({$7#l!@FuhdhyK+mDZF9C$6mMVq>uZ*-rb<7=
z&KFUr^=>D#oclC#>T^#YB&o(hlAW2xsS&5WTYkL3gdX8DH+dW*@&5k61`&h(#jXNT
z1M{~fa^JnFu=94h99KKO>vZgcVRz}=+RM`)9*O7`W=J<}lW_m^MDEeI?D4nn-bH%m
zDL)q1$>GMu)zp&H&u_b5D}AbJ?3Cw_tV6qE#)dU%=GBoZIv!5e8D!pbSmzK$T}rv!
zf<gs<+odZSn|XiQwELewZPune-qLe+l9p9R@CUgU61NP_?zaov^6yi#-u$Y2@j(9i
zuTF0g##1VjQgk`QK2-R8GXE6%MSkL|N#>8nRP$<ik+=yt&++(J?F6e#`(rHeShxL1
z0s9cN@h{~83oa-4F^J#)sC9i}U}0e)l4#hAqkgd-WBvWjnMqhXmadXP7V~qnbxGCJ
z?E55|*LA-PX;Z?Y++AGIoN0e*BCq*Z5%cP^g{{dZ$9=sdtO}FQb{P81UTE12+(=RE
zR%a`FffW*CRO}lpWgCoWE|CBGlN<?*NKb1^N=hDct>%|;?)66=5$KzmVsdMBk5YNI
z#j{9&m$%bW%9H!@&w~T|=YbL$p9HVv;z}s-+jufZVf_oouJ<}QhJG7%#~&W)sR%L8
zY{OIx?a>gVB74;(9hmG45WYYrnpNT!lMXvOd&DV)$s?5t)A5K)i3(m*7D$BqaA%T9
zQaiTYNH~|R0lehejL03=^VCxnIEfxHH#;5G{Nr6nFE&J%-%ggJej83dQ}E)YVgprU
z8ttn~McGzzh$?Q}bIzZ4pnpb39Y9ZhtVWX_@%giw^_6dCVq#+b^+|@l^?je8UmMQ-
zp+K#wiP7BaIX=iXef-!ltFHHfI?5~Yq%z!fY-I;8e0Uhh3+P?iZ?R+*XLLjaFUeD@
z<wyOkYNDSTm)z<@s0U;Uk5mbX^xG(Mf{vlJ%H;ToXly<FHG7}iaHxUj&|a4xt@?np
zbl&Wo95Scw<Dqt!CR*ImFHbsh?Q>Sz>iy^W_8mLM-mDPmy(>5T`CIXgF~n}Gj(2zH
z5jVI!dLP=?*mtE?DpX@Tvt#5jz5|a8y}vkB$_oJb54Gf;!Dp*6-!G@e2J|x5%pi@J
zU;q2>-fuUyYAY+>o*L~72Xu~h>iHC_8FlxZzP`)wSJ|P))Z+(ceqQsQ9+J)<Z?Z<3
z^~y*gVD9erwgPK;B)K<l-lTa=yON}dVb%oRR+#yD_ztJ+$ito_gM8g}{K}t)TXF;a
z{lf^PKrHQVD=c)`l@aPsrz2sT&SGXfX2<Hg1_t7gS$i7B?)!x9b2$+paH_7eJYZ;?
zOa)0NSnrX|tudMccev!VZ>-{~+Gu$Bxk$mEH%;349xhz6j=WJOZ5ritzI5+dk95oG
zV+a#b+VN+fuivHJFlt>DaT5?DHGjnW&gQ-Bn>WWIT^~Ju-1_~4ox$Q4P6R82AG<^6
z%`Kr|X*26(*pRV{Dx9Cw!<MTBiWnN7`1!L;+YT>ZbicFNxF~`efNdWk{6x;~t4#jv
zcr!h*vc=WS?aYxQe-i}s>Xm51+2rk|tcysk_WIgVKI+&&eSPp=YmQCrG`wmQ!EXdm
zJU@KH`P&<oqeqVtjBq+myS8}sfp|c!-sd;C-~Ze<JUl!#l-VZfI(T*#scoOfXtc43
z$?smBhBM*ERvtZa#G?D-W8D<fn^+_3QR|&Lb!u{IDi*uB|7*6>-Pzn<6BG3XUen|P
z37C_pQ_r*?i(eq<Z6&9ST7q6?9Rj%9hk=^7Gp9(tz^Y9*E@35T7KIn!bL{(vyW`0G
zSyo4SbU!xl?CE*5qmgXc<LAXjir;oQ-$tTB2Gj&dtPMNJjGS@u!^7RVU1c;}J{CC;
z&_4KpPr=ozS9z&x*RHi{$w~i&-TSMf)Vkr7QJvF^@NkLr6^htl35Rp+8#3*m;U_LX
z+YgfIK6;D&3r5U-K(lNCWtrs^@*+<U{QOoNtCJe(qP~w^c<0WYgZB40U;n@Yb=20<
zVh?Bi_H$(Dc*DF`aiPVR7s^khJw`1y`98-`0CdtjhlUcCuj7x#IBk};3th6BTlmbG
zGt{cs({WX!>E_s<{fN%NCYZiJ-o18T&)!p*iY6Ny7&v056keV}@qZ>$W48zhf_24;
z0N%0TmgdNOlhV5*KYxBk^h-A?UNZ0tV82}Sww}VA-m*VQC`+PIzE1T#^Kl$?CnHGl
z58#aDcx7J6&BxFGzM^7x%jE0C#6+vlVOMx9F{HBI^FH&lXOQr!Q1AzK)H5n;o~X`d
z%SAfB08viT@x*3sYYPE#EoZ03>I!tmK1x*fzFxXj3;DcrcsOx(dSamZ)Pd6glvP}T
z<farw?{8`)G^EFqbZh~W%*s0%Tf9<ZFLu0RUB3LwpI;q;p`r1}*)fQw9=|K3yZZVp
zC-Q($Se7o0l69T=a}n#crEV4|J}@{q7NrpCd(%GIqH{A}{WUc-G#=omK<;>{V6LU8
z(na|B-wiHPOmvDiR=j*Uk2gl?{&v^tuMP9^d-m+nn;`cX>khGR9d}2SC*`+($>POd
z$E{uxFpWHjDqiP)0j0zIMrixsps;{|Kz43!Y6xCL_V1R(?Y*2<6|^lPS0$!Qg|}@x
zNY{!#o4miA;B&la2VV4}GE><{twrPq6wb$oRn|r8=VtKsH6)vyKwaXt_BCGfWuNuK
zvN9#jAB^%;Fpty9lm_61V7Pwk)})qPx8^hfK0ZqzBYFhDO_vK{gea5|mK#D#E?v45
zjh#!6z>;ZB6G0V&MIoe@5sw1-w~W57fq_BYQpU&K%b(w3qDvaTT?V=U`(#(e25)SL
z&HJ3AdHe22x0X4SGL{8}Q>S3}5}U@9qu3Lv3Mg%Pshj0oZGt;W?`=KhWDvlwGK%Oe
z1a{<!oLe2%2A{pX{p93iAE1L(b4CKmED}#OHs8O0|3A0h*|vu#=)r>s<f10ddnm?i
zY~shJF?S&fJC5D<&&<r^R}IC;xb}T~EI|-EB7z7~CM~~(@l4ls@koEBr$30^7Jk;2
zs4tgpUB74Px-Q{5LcLKaL40kh>lj~AvakJzJyI@s!r$I|R)*jV%J~id#SEz}unS{M
zGU9$E+x<#jOtgAd4hoV_&29akEQWt6DTW6Axw+%`T@XU}{q;2~mMtnf?Q0aoU^0q)
zL`kI$gnG#LJ`?}Nw+SpFZ+R^~br&~X`WZ^sT$wGS(`guW)xbhmv+Jv0Fc)Kjf6jAk
zqS^SJI`QS?Z?~ACjUkdlk9^YSozv#_Z3&-^3g3%wYsdXmJlyB@lnA^G;@W%M25HV~
zdb}3cZHJqiTcDu&Av|;vD#s+G3ON<SV$spJ>rN4lr?F8dMA|;XvjwqFr|14X4zcYj
z%|1Or0872tih<9bJv$L7M0mNqRy9h7USok88g{ciHXObW_vpv2;@TID&FARkq=`sf
z^UCP3*Pm}UavZyEwKxHdfVp_Fd9RfcUG<qlf^^$uO~k0vNPVDU(k^x!v!1{0y6(@9
z-zSunYyMuojs$w_{1Z=~J{>_OAn`49BTxcCSp@|J2v%x+RWHXHOzx5Jk$HKT?)?4j
za+1<Ue*Y%-@9gf5#MA5)6;<0JW%J6j6~$(}dm$!;S_Q;W14iO>tQM63E-dIVLjJtH
zxlXFb{%e*xs1XFA6z({L>9JsGZt3|+vXrvl(E6G(?R}bi-j<YXLei1`{{6e-wlB7w
zO3G4AUdiQI14E~ejY<2wnr3{JD<ZY&;?45N?uxsBSsg$>QoM~`SvfhICCol5Iklq1
zxdWWJiGCa7!U34Em#tWo9xy*)o^0QyP+U<_;cr@#WY|V3L8m*}PCdFml07HvIuIn&
zLY^b79YZ17(sL20hg58v6z-wA-i%50%;}lv{Zj02s+DBW(vag4H<sNpgN$`8eg2LK
zFhfdqT}9=t?c3j2)I{HJQGVt%{uq3~#nE2%aMap;<H=`*-(|LWhkUEN2o!rP*|<df
z@?5^>gcSG%n@<EnrB@<L-@z<a5AS{dNW>nc?}3U*40PGgg1*_w3&*@Cy$Cmx^~+<W
zgXwKH#SFIP%j>UHtDjJ<xO6|OQ|s_j)#H{*N|#y}e_+9t>i}8#sJ2aMUuGtMrvsb~
zfjN^f|D*-FED)RDdv?kaA*Jp&p~w)fPUg&&JEC-`J|`_ErjA&mjqrSHqevpliVbD8
zwY7G4fwa_fU57NzpAXYcGDyHjtiHXuzL24QcUSa-!pP|{$aPggg<TIy2du=}{6F9Q
zrchU=W0dhMRFikN)f-bTxPYf6;0%RyddLob{$s$mYPjFA+Z@mDY>~DChzyqZ%n&-0
z7@B>cCS-J={uJ(9wJRy_1>vrGK0N_|dN`(=R5+JIAn{;oW&h{rhdl-oGRev(ulmeq
zE}LvE?8W!Hl6o<?eXS<oqWY_&?qQL2c6Gf(HD`?nZ_4+~#N$R1o{%o-Ic`J9!A;#y
zWSt@v=Kh%MwQoJQV&k3~py~A+Hber(o}_<zb|7h^!KG~#vMV=Beg@<5{7d+8y?Y7z
zx!Ndgj|Z3DdB%t3?Qi`t@mN^<T{fAmT=tTjse6joGR=G8i%(f=xa@Vi<8^bKW5zU_
zL0d#N3+&nR$)YjkrOV<Xp94C>^-0ghHot!Ty6!#`&{QfnY8a24`hv-I&eV6uw|bdY
z3+&ukZUOw1Ub*_f%=v2bA{rBT2CW#4cXzqus`BfxJ8y%L*+RdasGr-E*2b}kr`*BK
zP5Mo7adrNumC{qKNNgp>VgScR)#hMvd{a|X$EwE(!j`i#0ufqgtr8^qI&v22@fdja
zmDFSRxaF&6JKIFrO#b}*=F3}*@=NB@&-1|<A;*^}iBF9WSw}=hHk}JU^-RI?n4{@v
z-s-Iip>}th?{D?q3e`agq4o{!K2uqWY{=??%g%3XpExP(JD4iH_0!8E+2-JO=@B5V
zj(JUuQZw&`goG5#jGUy_AE(T?wN4<GoQ_iEqE>wnDU1iYvc#}VVd8m7{fK(4ZFefk
zQ!S?w^v|7>w5}5#h`tJXE5fqS;oDV|4t&(9_G_yV1!tX;3{fkPx|SZ{@4u$x-MglW
zk#}3{%bJ^~A3m1onCy90kKk<UG;?Jsw;C#XKK=PLuQLB_fPME>3duSFlLK<HDXl!x
zt15yDLbI03?JEf&<t2QxW14L~^Ik3PJx{>Z*J4YXNZVtp?R6h9MY0dcKyj^8s4B7o
zE9AV?EsVyUrImdfQkiWcHdnp7*5f3gwnx@|B*Jy5iLY;JOWp0SZf#y<EAUzl)FoIp
z**#t409^zdK}FtU)Zd5$v?P7(&Q!u^@0Y`>s(tg-31G*$eP%9F>o>;bx{JL=eil+t
zP|&RGxPP4cJ})01pUyK+k3p5=Ww!uJ8*SsxBt0D)C@Lz_8<#_Yt<nrUDMBT5>esJd
z2Mvl#N{*6pmbdxYw~D8p!?Npl2hZ)<1g7Xd7@Zbjl5!gbmjv;Oi&sqvM%$&U(q?~a
zILT0ln?UP~4TOd9gao$DPiJ8wcnPMEs`vQ$dg&OVt`a@Nrtt-^%t<<-(nq>Jm<v@V
zbO%V=G^o+pw`>XNzSCP#8BSul!cr(p)@`FtZ}0;2#c3z#K7Jp%Y2vHXy_O7wo;Gd5
zI!TtI+>9mE5M2_hNN<kq(H?!F@;RqR5h!k?i+eO75ICpei7AszB^1-gegQ*2dp|xo
z^J=cCQSbJ!_Tb7SpN>1yRe8^c5GbBr`hHW{F!RuLXkKUH&wiO21K$;I*faV&YjUNB
zs-Qt$RtwhtA=Ah<pUg8K`+B_NI5#m!jFD@j0u|fqTV~3w4|V}`%<W(2rKiafDopoz
z^3iM2Q^T(_W_F-pEq&w7JKqTu&yRK7JJ64Kmf~IL{@V;hOALtj$2oQ$PBr#s9DVbO
zcKh#bKYGhlW^}%gO!)9cLIE2V+epu|0XLjR)gh<Zvwo)rZ{~KAS|eX@(1bmoTdM4C
z_Bv!9E?)T0`APcG+FZ+ubIO6gQOQ})P8A;RwXd&eu5iC}Nl-}W1Syrl#ziI-ObKb$
z%ODc^9`3TAWB*!RT|G5+r{_L2JCIUlmeYk-`@5eR0X80H?;x{3D0sFb{eIE|ClR4S
zs|(`t`bD+n+wqlFo&4<4`jK6RhK2+62WCe#GZJfa-Rz&pduju3>t@(IcKMQrO=<za
z@HmGAF7aA}yi30%ou-^d+}R}|!__}=Yu!mjVU;T9u|4Ull`}zp{>_3*c=Y&}O!XGL
z=gt&fmL;R(Y=2?33fpLT$a&dba5i<2KSZdyX%_c!(T6VwltZLcK#V@%WiS|DUR;k<
zeG&@{bb=11<>l`l`~2!RNYK_36@y3%3HGD2v$NG~UG`97T$*1)91@b1l|5M*9>%(C
znZL7_%lwuVi-WtmTiE{k%g)|Y6^|sh=Phq<z}ESifB^5>R0-F<a%y2e`Tjb`T#~N|
zro-l<lS>`_5qFiz#2Kxl_g+lds}z-QKRqfKTRNN+%_kzyD_wt8qH@Lz2=@V_ux&Jd
zR`FBC^U$HIShmJ3?@rO@rUpdFE6{lX^9e6pHFoq5iei*P0%TZ$OY<*0{Q1-2&ej91
z-Ip94QxKKo-o8D;h?}92v!CRC0K?=n%5RTfB^xD#mxao??Wu0&+OU|UQ<q&u5Knei
z472v><a?x#54VKu(y@E`;@6MD`R@1fgd}_`@Ur*iWNr;maq#$u!X}@6y7TA$shz9-
zLcX<{F5%DL@AK$;z*%;VyVv(J``g+jehO|HJE(t~`gyS8M*6RIcfP2|_a)`jIhXfw
zZq>moc2-3`&=)MhH4qU3k?$o4Aw%#wF9`XEurL7fWeQ;lsDYnI64=%n6T>Zh;QXjS
z9)6%gx`0msR-#c+)*T(f)ISHM(vLu1i@!@kjx{^W9&K1y(0ci|3iPTt&xzq!wdYso
z=BDkD=MI7&eZ-q?-)2CFeAx-YquCeEMxqp~cr0-o7%&&4S=7?4m({?;5DY#()Eq_V
z9dIeD_y44UJPTOi^TIs|xrT73WL*&|6*#iLE+GWZA4Sl!tgMcJYUpSDaXQ#-!h7k0
ze~jFCJC6$}oIrixpjP)DuI#L=Xw;W=T+4>@et%LH5nN88r0h}Hd6X;4widXr&o1PN
zm6Cb*UukypIxe9Z>54vCEHe;(JA+b&kB+@tH_?AbK)lr_Ka2sTz}16GRR-(%IY`Vz
z((Gf9^YlYO^*8&D%oDNKn|1bA>DD-aRjJuh2ua8;JGXB?bl8_o9h9vzXviqfAy6LC
zZa-RCSFO@^aCoKSiQ+Tu{OhaEl`d{>^$^Bh?9tEZE#2x<0}^(uKQ5`s>k||R*Jjoi
zPvt#h5zmmOpFyD`Agki3yj)8GqJWV4izA7hf{+*qUq-5tT(=+E$aK|d_6@HN&dtqb
zJK9qyKMx!}^k!(oBD;s7R=q`if-8Z3YZ6y?tMB7+6H_VTWz@H<OF(FP&HO5DD)cEN
zl`mnyK=M1fx@w~^g6gR6(pPm9psyOG!s+<4VnkpBDH^~l4?T0UjKley`aRH%Hwd5Q
zk(QQ54XlFyr_23ah^zdEeuL^2ZCXxu1j~1A$x2D2b)w7>k+h}fTVG$yUh6swlu-S(
zagU&y?na4-xh$)$)&y8o1H?}E7_$N&wrASMVNw}r`YxyJ3otI_ZEc3@g|z(Pg>ZRY
zf(2sz=I`bE96SFZQOsKQ-JLB_Si~T@%tl5>h1K--E~2zAL(s99NdAy1y!fkss1^A#
zr)={ghcz3D2QQ?rhzaqd6yI2V#=@f4_Q_Vz7x*R)>(g?>j>E6-qxR^NrhyJlcPW?$
zn|vCD%sFM>tG;cBv0n>LdCzE8drzKu9M7VZQ@~w!vf_th!~Iu+=Ysgp|1~a4;_%1R
zU+vk=LW`B^>(?|~`nkV^BC|LW>l8wTv$&jm(Rf}Br|P1h1rmUEsI;rl)7X4!f9s*w
zVn3ycy+HAK2a=;*CU?8({h5IWl}{8Exx*P2l(5h4NM3;=I-?n%b{eKcdq^idK6#Ut
zcT|ibNbx}NTP$kIu|$sCtdr(Ae6;IKf^uZkimZJ)oo5nmzt3qiU}7puf~9~w%!B`z
zRH4Wnws12w$NxPvOIa_I(TTXleRQm0c71y1%Nw2D{Whv<JR7ruxX2YLAHR3^$H(Yz
zttkmwT+w>@?3UF}&lqc@+{(%+D^ztKv(pWTVRBGnXIB1e(<Vz-1_d>r6z{2?|LbkO
zN5@T1!q5^o&JL#RTb7GhLX9}gj#JKydlOEg-BnDyh!<Q@<G!}?J`XN|y?gfxe5VK&
zfluR|{V_rKD~DZqj>2IuM-a7}7-_;OqB=;(V92`q`>hx@4E8nb%&dY)3~;8LgQ!6~
zCEJTd+1IasN#{HH-njg$LOFSt6567VFry?VC+A$AOd<A^B2hL7n<o%kQ5`;Lyoe8}
z(O#J;GHJ(Z?F2R<ATGysD3}yj5X%*~gn966or50@(zE1!jRav@!PQ_%z)$H!HHXR_
z!bKz#mSwnGB1945&VZErVx55MzxJL$mNx$jpFVve8wnRax{W+r<{cPk%;7D;z7oIi
zUQkxHF(+1Lq!64UP+$lbGmC#fKmf?OO)MB>ns7KrI}dy;_<@c}9)+r``~YP{Bg4zY
ze(1J3V>$dEE+@t3&`tMN1c@CcToOy!x_E~5B}{D^pp2b^Bbs^XDzG_%qN1M%l@t?A
zOv#hc4wZ|tsXSBAU%5r92L2OXDuO{3BA<%tl1_yM+YRdzKx-ioCL;Nx^zR)V38ft!
z9eW`zMy@FO_HWd}yyGA1OSl>0G^13BXFw$cgd-yKHds>*iSzte;I$N=6Ru*fWfgDB
zp`x&Z*V0@Dv|C*2_4#?3M>gzWR{q}Ab%C+c!an~R8#@ghJk7D|#6U8J%>p#GM}JHd
zFLn9y<z^+!BWw$nE%wbIW}x;EN|=|b5-h2H=~7nu8VdV{+YCdPTJ(e6dfKG=Mfw_p
zIjFqkdgf8V%YXF9IxYGZ3L_NJ5y+d{+SkQDCS`eP3~lC`C4*$;e2?0c2Z2W(k_91f
z8!yr>-&~*sZ}<aFB16XlvgBO)^#Ya1OQZ=fnYDu!iUkY)GsP<tz#T+62$s2M9NdB7
ztQ+mCRyo1aX}Dl$Vz=0~ZQID$SS{*v+oq>p<2tBI%Kz3<oIA#tb;T<vBjP~zL(x*b
zb@#4nwKhCCDv!mFA~~N1t)+ZoS*PJ3KbeHEqDCkVi<p@K0~A6sAaw}x@*ZhzZN(6?
zE?J-~1w~;^!}5o|am{%J6MQ~|8Q8g)l37$nu0dfr1P+Nn1(cQ{8GrGeuz=MDj<dMs
z<+Q6e81GKI3>y5{YK1>x5a+jsNMV483Ww54Y}+O^Q85*A9mRqkaQ0D8J>GZ!p)oO&
z*=A)bvVE}-uoVCFhTkKMAXNjb9gzrCp6=IybBSMonU(t%lPnK_22xN!iSZXy^dE^w
zjv^C*3PMmu<}4~#GSg4pyEh>Mv1}-zaf)JHJvrdhI!Lasc;yjvIlNngZPMwuhlK7y
zHtR7GD*C0yRu&0Wj@XOpk?L(2ktR%0&ZYkWl!ur6D#1j6HY;V~++0Gl*}VVKt3`_z
zjh5}WhmD0R3%&yXwFB7I7OddKix*kh*tE`_3vEoM+z7PyW4f_=YaJQfOnXCjPtOl1
zJh4E-kKg-LGl{9!M%70G0S2|KvhoxjL)*&A>h1+3{H<dEdX_VPe#yF$(F+sB*2nM^
zk9G!}>W7k5*8zY)*!7#`l+tc^Cq40`5byXe^nFF{?Sr!R(Ai6s6tvs7Z<n<A%tJgu
zaOyZZzBl0FRZuWsUc&Y{T0L9~XpP8>di7*PSwo;0>=YDK0(#7}#N!2n2{k(;6y{Kt
zSwchE8Uy%X)$r>1W=V@MWNu54Uzz*ufo?V{T+Rv&4V8o|2*{U8$6af3T&&?8vO?O2
zDI;hsw71vd$$s~dhxG`QDJ0hRO=a*C6%1=H<qsRmJlY#;Ff&B`2duJbdg?u831FoM
zj+ZRi8<+LiIAk47gMUcmUTA}{>;i``A!&9mR-zM@UpXiYh|S__)<rT;h?#s;yuyj<
z`lp~qW8nxQBBR1&=epfzUn$ln>Id)+h$J^OoYl|wsMVFk>jRZx4n4+d&+IjM#}<--
z<<$$|tceu>5?WblDLeP1YXvR-A7la;gm`0s9;JrhNqcbP#*IA&dC`cSXYaZ7*HC?p
zzK(oJH9tkIua{6#Qu<7ER|KwTz%ICpGFmf{GP37Q$ty21!{sriMmg7M2ulM%_x0Ey
zf{Q8cMG#d$jH|;42<8I%q<Qsle}621C5Q&w=7(L=f8baGab(F2YK<NN^TKgbmOe~k
z$oZR#MJ3HYaS~S>R*TdSaTbC+>l_%cKC~~);eBTH;*{@*M_4JzYd1a`eWshBo1O-t
z*}5%WP(LRPDo-_MZZfT%c<-dHVSI{INclz7AWjkW7k?9XA_&9~e^$Y-koz1aM=nq`
z5Q7HCv%k28+Z(J{wJPK8_N;FZ-um{0E-KxyZk-7U>9qady1D{~lTo1Qg3S5kmUP{n
z7<lozP{!zqBKwU`VVm>m8)oqez$l44_BF*&P0hc;_&V4zaQkIn_6u_S$!5liIsdc$
zHG#5ersaQ8H87TAeNoRKIaYL<j{n-X^6n>GRoeS8FF$|NP=LQb4^;>h;Zsu*&{^dm
zIRJ$AgW#%#w`vspTQJvh!BM=7|KpvM$B$2tRnb1qCGVjHj_g!s0tiXs!V3-Mv|8yD
zR^%A%a}#gykQa+U8T4V_xU6%pT5y5c&D*!rh#!h}RT$`jcpZidrtN0`blh{DR$oRL
zS$$)wzIR|?7sOdezSgMyq=tY`$hCQ6)WeUtGvpix8KRJy+>?(4XLbhH?{Ce|g*;;G
zDon|2S1X|abER9=o}gE?<N(6+5r~2<X`8X+qxFBpIkh$9t|PyGeE}H~UrM-MECL}u
zzLK}56uXlDJKb&^BpcE3)R2aq=Vm4)ZBgo2f!?K-Q%oP0lzsHR#NUu|!SAU@|IUF4
zfU^@yN^023)q{(P2z)w0cW*^D*zzy%HS$sM$aE5!cI+T3D^_wp>c&T@sZOo?*UH%$
z>^cuR7H-bHVk<wcS--yI;a-x<WPv0gw5QoNONC?r$C1DfQ`z2aI-iI?{MzN*5JkW<
zY(opD{ZdleKx}nCs<(I(Q4+z|`up3P*j|sonTIdszN85KrV86kS%d**S-yaCtBpFf
zmBfO`-8?*sPTd~~wXdSIq}{cv`99Nis-hxg2Q%w7p-*_4FxdF2LDBEEZIWcf2@Aw(
z)LUTyYs>o_xs$5ZI6CoHWchq_YcFDAS+b;`I7%&Zr-yUb|Ml1Q0|ySQqcfGQx}m4Y
z@G5;;wtTrd%B<?$i=BtR>Y!+h1aMJXKm`$T=dvAd`T3o6iibBaSi<~ncjdDrpx)pI
zY>KYxY@)=!K1S}=d7KFP5FU(X=Ro&<Ml#336}h3al_D5_R)RbaO&^6(73!}phz9Tq
zL^O79QG9(=jDgV?;2W>Lp?o10RG)X#kMG}!NKuXr^|vX-aRtNPOgm(QqLVm|36Ybz
z`Z|SVQgU(D=MY}+Y?3&JLU-TA?|=KQ;)(@*lWM|LwuA95v_suMJj5w+>@H^vK1|g>
zcmqgTkKo|AkK%r1FSGKSJ!E@|7GuI{^F7_5&3uX+B2*7bg0C$tm=qon*u3#ia52ih
z(K<c*zMBG1U+r8hBP-i?ZMDK@<Sn=fSpxoARCW@M@8!9qvf@eN#72e^-vr4^r5RLQ
z%=Hx;`@tdus8CWDaH+$2_y-={yLSrl7|ac5gR8K?FI#9S;3TpRQAVL<_Ck)ZY(kpZ
zd-3}bB)VA0+TDv6pBGvv8CP{9v}!|FU%z&(QMGHmzMCatS}Yiw<>i#ljSGmB^R^KO
zu}#?AC0S!((rLyt9c+yRf=PJ<T97(|_qoK5O(SJk5>HH)!*iHRm6ez96rK+zW6(~+
z+eU)BA>J0iM=~#s_bHtiaOF33SMiCmJ;kE%{%%K*H>^7aum~6eD@SFADP=@%;c;0=
zg92PTO9>t4I{iRU9j{Gu{&$qm6Sou+JMk9KBOosUeLoeKT~E9EH)D}2GTp~cPBtke
zgPFWx5pN9CO3Q+!G(96mb)iOqEmfN&AUvu~Q|OZ?E`tqX@D`9o#kzd~i%x#UFJWML
zVz;db<iWRZ->jO_VlZ0lS_@0(ve3?*R6+m%a6ofwWJDnkxMqox1@C-y#NQNF3_pXq
zA6!OWyc9m&SZsm;u%W4zx$wag^DjiOuedQM6QgdRUGC2PQ4p{&<%mW?j47wt7@5+j
zuquAMiwn^%^8+*yMv;g(AySCjQ1(<oDBXwXw2g~${15}5mkEHn8$-fu<|I%P1_#0e
z1^KhmcEB-@fBvT~d3X?|5hP9q_X;+)8e~x5?K1U$-!X#Nk?>B0&Z!8M)kJ1zRISMr
z8IFai;s<6Q{yLx8>T&YQl`A<2D8FUa)81TNm<eulTtF6JSiNd$YMiHK<m5D$QT*c;
z$OHFI(2xBM$>C%bW6DWfG&{aXO=)3)j}*ZPNo;Gd0qWe#AFI=AD)7p^8AD;$UU<H9
z!~%mzb`~6WHDto-G(G_VYhVz5K4!I`WLg*%Yqx?iWanHVJQEur+-B*PyWkrkmIspX
z$)w9MYD&dDXA8aaQGCZj%xy@MA1T|R`|A7^6xk>hDPbJvH~*&rhi4<NfWQFAy=v%%
zyv3qbX;7c?@$w!$Puw~O2W>PC;qzpOJA<IW#Gwvs%5zUu(Suf%jya#4p6>AyrTkgF
zVGRlSj*1o*(Rum#h_`4LI0mx{`yxu`mW7wJAxal`MQ8ZeB}<6_=RI?276wNl!-70&
zAEjsm!^*)E0?5nG$tjF9JdliH(F*o3f^|bfFEy^@@%fhd7nyNp5T!4HmZ|i8u7lAi
zL!u#>@kcG9jV9B0$OjISpA+L8#uOEfnA|E#LkXk&;t2p_&2WPvow-i$$MBHH^jwG@
zcCQyob|@UNfBp5BR)&oZD)^ScvlRae3!e~YNNa-)>Yy`I@DW}roCTjjU!ba|=p1J(
z*;ghoWRa2+Vu(!>T%G*IqRL7vl*WZ$|G8IFqXqii0Liu%Dy&V@($(DYAO&AZ0lfO{
zC3OQW1f;tv<h##U85Y&uC~5$?g?M<1Fw_1{3oCE_2Lhcom~Q9pkDEd=a3it}Vs+DF
zvBi1J|IK2IF07yP=qMS3&~E)PNK9&ga#nc59S*TW#LeipLgX2f%o6VqWV<jmIiwgE
zPUG=xjcLTLv0{U;8YTf5f|7m1_`mlrg$jfFL4<TH?|~5e0(G=XkeAH%Yay#aEt<R`
zUMkI-Bs@afqCi6iE;3^53&rPzDniGM5`0~;u>VWhHbszT1Xa~MttIVQL8RcO9ZJH)
z>Lwds2VouyKoJ68k0V!?Dt;%EhfQD!(G^wrgBAru>hLv`u+L~W!aq)3r0=IbbM9O+
z4vOIMYtbvg3+fkHlNQ6lAa8D%a`=Kmd5&PxTXcn)9sxsu4rJrKvYRMD_ZU0B?DKVy
zca044PSY`V+eQJunE|cOD^#pwLp{|~J6;Z;=p~dj4CXe~<3P#%=w`Yf6%|Fs--oex
zXwEPN_15}349U9c^n|Z_U^SC8R4MUAH)Hzmnb^QDZxy#@XG1HSK!Hfyd(MA;8vUo>
zS6fC=>s=`JrM?Gf)Ld-RzCLsyE>+zUzQhOrliNT2i@LLWalWjkRjk7Fpv1o%5MC>t
za6m|S{1MEwnd`=6Y;6AH3z@TD-+lnLCoUPTm)o{|b6@xIF4~~tK(~+`hxJmO7PwRM
z7+n0HVeQxkx*N$~aqf*IfkhD)xA7m$y{BJrVOzT|%q94;4pe90UZa&)5XXtFw9jtK
zAMEg5fR!){eE5A1KFEdaXZaC>ioviO2>tzKd2oKCtA)26*u*cWpKDSsoD4Yx<G~lW
zHpiglV-#r43@oI$87yk5&W?6%jg^)iuYYH+E4wS})ZGhs;%^kOQZL!~C~>~R>vQ|u
zIgVv3D1D4>MVjP)QO)#ZgM5z|<O9pQq)Fh`KmVwqpdFE1L19PtK#B#JemGF2?tz|R
z(2+cP=R$>b_KVmX>gHr+Szvd8T7Li^1f<9~(#QhW@W*OSirN}6JE0KbKSsjUEd--4
zEryCwaeT5qChS1vk+wQ5CILT~%PtRJPYFl#BA5fcWidClddpP8NyxGuWC(#7@R-`T
z0{GE5e;=w2CadJru?ya7Uytzl#X<?oro$O_gedDIxeh@k_!Kz3h_=IokqWB>dknO^
zYu}rC<j~>*j^eA%KN(jM=*S|)K8YwQQY?A<wzGGPDNOW3W(f_c-x>&r@B@h4Xon;Q
zJLDkq{uzMWIKT<Kuhz}K_)scGLHFFX_r}HycR&@Shj<VUeI*+WYmoDtMyIeQ%z`+2
z!>5HjzoziCe>eS-A1E&=_F3RKJoRk~dm-2(AwA%QiQCYlEAWitC^tndsB6I@4bRm9
zgzA&ns;5t!I1yRN1*>gShHV_Y&~Yg7NlFIldw%fRl0I~+mEXUr7^Cr0(xyR_uo(mO
zN%d$AS<lHC4<H3dv$MG#>Vs%NNL=c}yitGd+`<<^9_+O~){9g(#Jo7JF7N7dbhmro
zw(RVEJ!M`ii$BNfq}ITX42o4mr5V5`4&kq>%!?BC>O-dWk_Wras3N}nAFgG0V#~%V
z?E=M)KD}L_dFbeTdX9*=OHxvcnA*WG#rGUJetZBX^~^k1WKP7?om4vb+sj^F3AO<B
zBO@akii$M&`K<Cqux1W+{h!K#qgCv=&`_+OJR)<1Ychk)8U5}jVg&#!WsA<!&v0|q
z;w?CHw^G>6CNnrh9Xrb;+oC3(9rA!HXLqq^O{RUDq<vX_e*RvgH;akNMZEqPHpl@&
zRMPnt*_v1RMD7gIX<BnDT${wVDCagDK_CF<F`bDQM3*4CVRw@}fJh7$6Kq*!krmC&
z%{l+@AmcF1#%m!T06J4OU>UM)l5-stL^9XUyQEG`f!sf8VglHTv$}SKA1bO4ei%Pg
z0h^0j1A2d<q4&e7s+ze*^n4Lz7P$(EndgSAme_eTaKNNUnEIKS8Ji}3eSP8{r&a-4
zI?l{JfBu|k4P&HF=hY8zd63{gqm;C*J0}Fvg><`N>3%@H74bKvJ!@o0@=E+4)W>{O
zgrxw#lT)V>U>4B@YD%})b{T3qO{!@aFHskf@aZ*DE<lP5(pr*WjpQto14)dyX;s}?
zBC&zbg8$Y6l}b|N^=pUMGuzn=oQYK4l<Q@ecEN2$5kdmV%TqJID~UrG*t3^x8z5xs
z%rzvI?i3f-Kqh?E_^sSHxi=xRwF*yXuiv~JrUA}=eQQ)m|N5ZWcYAo1G-qXH*|ZFR
zp{Z-OFZ62ef!7*AR;D5uC~cRJkdU6c+RwLd-!fdUnp$z%D$r`GFfIwDFb*aWkrr4K
z#qWo4>%Ba3j81Pt>2wFch5f%#I#Wr+n)74{7~0Nn-;7Rh2l+jd!=?yU@WO~Uy}Y(`
zH7pX^Q{&C{r(-nukX^O&RIh~-@3vVa#neoQyq)7CFcZj-@%Ut4g>>74fPljZ)+;HK
zPcc+P|D*z}G1ASGTpyDU!CSm4h$hxQi$8X3hV1ClS+*AanA=;%A(_V@fV+pXQg~z=
z>aG$&+{NWI#>e$Xt8MjD*cL$>DbZo>d{F-j_h!9=c9pWy(&JdDpHWN^n)}b{|9c}g
zEu7F2Cq?ojfV2$Y)g}TMfk$XbNeySB*coSXIH2w#WEF7O`w#mYrT&LyJ9hT}!Lt3e
z0BR8u-7$=!M{oyeBEiM&R0S!DIl{h19DRFHa$_M_jC7WhKsmDS5%E9~qJPQ@O*jOX
z5(|tR6CB*fF{mm|!$h%n>{Oy^fNvyDewY$oMn=Y>&61cay9NhCrBA)R8&c240ap3Y
z;lnD*%o0bA9!);6n^Lq5dk@&ss=eq6d}`^IKOjXA9+HqD{;RUQ@>CBSop)n;jcR!(
zDmG};WgqrygIXh^OvSH;h6c&`@`#9thS5#vyG0ry)jKJiN&6b}>iuDuF-w>aBR3KX
zg7c`ebDDuiAK&hCS)U^l2>Bv@;g-i}uMw&f#bbjTnBitnCANpYg2qoP5Fb+{EVgNa
zw}`@u>pK4;v_uyRBP^^L)DuZ*FeQ~n!eik<8WK><SmQcH2@U!Z?I8Ub4Z^aOZ*XIt
zc?q_|FeFqRUM>H?Zd*IN!FAvhRJXyJFP2+EL+ec(90*eY5H1+`ypKS!w9EZK_Cy#P
zg<F9n78O0@oirFTAQ16YY(7Py&6L`Sh2haiMn|Pui`I9%n%d2qH{Bl-(s)t{@&)p5
z5_+zi(nx~{%5a!buK^=cGCvFlGws&Pc)%MdVrT$yLmPe1HE=-HChF^5c>kc>VXXo(
zGO}RLW!<HYzwO8nvK)jxxCYePK%$Ct9=xceZI_6;8hG=e6g{>E^pb%#8}kH5;qUMN
zE#xem^QiAai6me83)~LzMv{O>;sH!7+Q1P~avLb^QjNQpkdi1brt&C5@?zZ%)LilG
zfFY@fi0dB|O$ZkP6U(N%gq~9T7JyCH<~>bJy{9ts(X;|Lf;x8;YAW7b*zYk_KV{)j
zKrI)EC`(#Zp#4xf|6&xY{=9g3Wmpf9>qCGzYtgu+pY2$Jf{S+Uyj!rM2gEee_|#X$
zN2LQ;lWu7N0V~!_MwOxHy>{cqDEuC@hNb1*t+I|slJZ7wZP;_p0%M_QSB~6)l{f|W
zMLKN1Fmgs(?t&+ecz>9fm-J$VR0jIvHOjb%w~YvUZa)k{G7y^elJducm&d?@zPs31
z5ri6+=yNbUXjK$%F9hEkiJfPO1OkDo26amUq>WBh-KB5H6cs7^8d<dFxsxWgiW~Cu
znrtU?1mV*#y8wt&Iy2b(n2<l}U>-*m0+D_cu6jaJ6XPD<7<vG4WMfuH&mtDKI(%B`
zm++vp8G(KKbjeGCue7fQ@h;|twrA8K8=IAxY0Rm5Y-iK00+I9fVBLT$u>d_Ai`|jq
zb&pFf5}xFP2j*u|iJch$Zvg$_AJadR0e}Z+9Qw5ynus!0LU5b|iP%70m8dsqd8Te%
zg+yCmbVC96ezDu8NcxE)QQ(pAN|$sS{>r%$lpt+T4BHIC8$lPl7w5s>4ZcI}I*3JH
zY;N!QSvSHmfD%LG&hNTT*gn8G^jkqPkUxGHqsQY(tWkh^J3)I_Tm*X9ZIE{sHd{@s
zd*u^LDP`8KQOiRQ_!!Wg84cdXq`QKbbWt|m?)uZ93;MV7C9nZ{;oU9o666Vsk_PZ4
zWMPV^U(0<aASQoaU=p$Fjk(T!^oW7xmE^|ry`XUnF8?|@Fo6w%JBC0sQrvdI%~TO7
zln~{RVMzne<D3SFrtv-7O>B096&q=S`FIRE6KPT-hcggI1b>R0I1hMlECs0RbtQ`>
zMgV<DLnlfM4;+KwB)T0VFK!Km#kCnrfe?<Yh;7p)G}r}VAr69gf>U1`dnVncQJkDA
zg5>~wTm`I@hM&lzC$_&OHxo;S*o(2GJG*f13`KC1aJb0IA3l5_{H5!(j_||%$}E(!
zB$8pqH%|;UhGRGOfw{_@xmPU8MhZQ$Fc7|-_DAnnv22+d*qlZ&|56}LlKWAU(3oW)
z_YuVasEA5>DA#jyCjvP>4rLPzV!(*uG76OtA6O#KLFks1mqWOVn09b<tRjLPUPgmK
zA|75~gzu%V;i2M;6YQb1#$#(Jv@L^scrF!_cR}9nh0xoC779Y$<}Lxr_a1M9gb)kr
zKJf;`;vyG_TclPknCjofU=Y!cs)MdLXqy!F#jbu#ZI^%Fi5QS$#u*MuurO$-si{3>
z0fbYWTE)FT8UPk;kqv3s#SE5rfk~#YTyHT}1muK52`Va{^l)8>JhTnwWx{}lQKry;
z#^@P9Qj)SI*b4mn;{i5G7GExk1+>u6wa|^Qe+6zt8%4bpjW&k<FX1;-wuK?X1fy>N
z5lRV($A72m@g+6!I+}n9Ko*V$-8&`!!;iB51D2nN9N2d$mT@Qz4;?zB1%nzy4sf!$
zJD7<&k9~u@(tUwo->;_d3tK^~1t|kR18I@~f~I6v*ohHI4^be8m|DSe$cji{owd&+
z+#ZjKiLty(PRqd_sk*&M0@&hW0J()Yx?HjMNDw0XOE=Rlf%Jr6U*}-UuoahmxQ&}$
z*M`J0hCmuM>5VbNOiGHaM|w`>aBXdrlatdclw!ldCw#v*rk{NPa&Ol8`Vmw+z##vg
zIaIP8NmLm@13F|5y0l6ADO}2L2bE}tJIFCb$Rcx@$BHa)Gul_DxfyqN50A)6#qK2t
za45gaN=k-LO5=nZzm|D*%vIncS$vW;0h@_ndGs{agUAlB+lsA43pI5Mri`qrUd$@s
z`;3W#jDxl+LDD<wYeW_+N|et#?(H{rl?+o`xH(_9eZl0hs<HJpTL3D}uaIkB15Fe|
z*ih(mV`tI#N)RDt3p4TQtuwk^%`-VZL#sxh12orUD`SCL%+P`OCt*DvB@Noxc~Z6v
z=g1-oyOe9@24NVfcw+!0+&934RCFK58d-b}J4pIyZCIJGs7WsaG3*?}%6EK%Acokh
zb>zsAob}eG&lu<LU|n-h;qVO9f&ysD1}q|V4a|Ws7n~>X%E;8sv`C_I|Bhl&T<Lw@
zN376x2V@eF0|yFWRss2qW*2D$YsII)5gZWxW6vZd#%M<M1EPNVpp3U)wGGx3BnvFX
z7H1?^Nn4mog2haHuU@;BP>pp}whJ2%nGOr)$#DLJLAqUwE|KA&kD==1OWuNoulQ~i
zr%V`F7HfoPDO*I&LY$RCT5jJPCkOejLPgl9FHzLk*f^DL#6kS2IHl!DjGwOX29V?C
z2jH<&WICN<N+phz?n~%>L6bEvY;0fu)}m0(nY)?Nj5z8_eF`hdD~5^2q2Yni9XLTw
zeu6jE>{BQe&vAYq_R)VW8ctPg8RAPt2v;HFMigfFUno4(6pqWc?Q>`}a&}8F7qh!C
z?C^L;vr-DhR1+)UuXXESFMep}38cVQtcJ4ux6CG5{CCCzW+;6A$yhNlK;(pMX|bfk
zrtut!s?2SW(F;lQBH<T1>jhX6B|5j)sQTDoWA#@x+(07|#uv1*gI90?(+e2W5A>>?
z?bzigfiol&3j)xDi!n5W9!!<k9Og4WM><i+$pq`FnJE6UnZip*tw1mw&Ta|qzC^CZ
z&P>8)K2G%@YRLGHHjy)D>O)VV96wJ?ccjT5s474ugjg{Q3v3PvVUrp9S}%#$O+NwK
z)+=1<@&{XHPXME=EE!Z-N;n1JaN^%spQ0at6T29~Q#)itH8i_(d;c*aq03<!Fo0;r
zC@rzZdr_Z|Zg-qVU^{UL&S{bv`KZ=)@#Vk5u-wdu*&{BgfHdOk=Q!_F3Gwsudv|Xu
zv>@#m^j+}tEry+-@d>{ustyusfgQ+WpLn##>w_O83Tp&K1nM)YX3k3g*@l@vaa<EY
zJJ1I+EaSjF6IluC;ITi_++ebtIDw5MO%J8li=STRAAw3ki4GqweO)6SN_ib5iiIsx
zDL)Yk;p{LLliK-4u1yZ$Z>btU4-#I<sGv^Jjg5^{HhuWz?(Y7WbfHG<fRc^^uqIU2
z$)*V=lu>jO#TgcQ<8A~S@|ZX5UV;uBYL)E}E72OL8lc}&9-(u#h!?S%#GHy>=v6s`
z?%X<*SLeyRI6iE#T!aKiA1z$F=y5V5KjYh!O_<FhPK>H<-lb%mhh-&S2km<3Yj(gP
z{K5#g!oE2|PeW~|tS^Ws!@?(yFvLK*L?3xmwIl<1l~5UVT!S>`gDfmAJ5He;PS#_C
zU+4zbI(8E|)QL?5dmx;Y$xvt+P405$nn*vLSD|*~+7g4~+|2J&Bm}HpheaukWk3vJ
zQO~?}@m_?pLFh^Z1*g|6qMs9iozjN`4zvjHGOO5(SW1L1RQ&FLA=&Zl($Li03k?at
zs47Rb$_KwE4OQ-;n7}+EF}C7Y^&If^A)b<qwJ9;kv*Rx!<a?t*R?=zE!5Zm?I3nbh
zjQscELX_*DPzl$BA74!z9`p#14@574vgH5l=f0KKuORBuNrEKaFZdG{;JVTTF?HkO
zN>C(TVoy^>5{Q_9vZn43jhAE>95uxs2{!9TV~g(3C2-sl08Bhp8TM_7s07Ff4B)?s
zKY~bw0G=8sKPi*i!2Jq;+L=isN8id@Y^ztF0bi{QqKPJJr^EKj)%oHVatZ{Yk)?m*
zFFK?D=hoH3aUsM&CO_31PB2l?{!NTvBUpw*z;==&oK`SFU&=zu9|ThhD<3J!ioWq8
z^*~r5Q-ThKsx-LMdtr2~!#33d#|{;Maz0V{)H>Wxa2atZf{&&G@c^a(W00+cSRX>R
z(#$m?q!bw~Ub^%{Wu*vwsc?VAA$x$-rzjF>kakU!?J%*1I6FHBcc3@8_Q6g~QeXp-
zzKcLI?GynqZ%K45z%zo9$+0)drQFpp8hpIV0*AOs^4U?4VX=q?btZU}FM$5!Xt@ta
zB|)q35Z8?rr7pt*NDTMr*jf&@Ko@R{09f2WrhL4+1Q&q~iO*|#D3cxmk11FweYnb`
zWY=R3?v+3t9$drn1*{*T_mLk8G|(lO;*zkC54zRF+1bGj!9^u1w*)3iKmoJ>1aUDd
zGL;NSvM;%fLvygMV4+gMt4qpZFJFI;wxgQZ)4NEu%fKcSQ{lD^%&WF4#1j+0eOmz@
z;2~li3V9H?Phx&U|0nsp9DM?$d;vkpf9h#G1ZmFlOl)|9<?vFPAR-BmkB%yIn@Sx|
zgz2G*h_B|)yclF9$nrDDmv1Ss6{qmymc-{sfE|37O}TDKaAb>n4QE~KsL8O^OE4@n
z01fe_#jP#jpMREt`%$Xg|6BPk`(hHoLH{AosBf0{NW+7@#N-gK?mjepW+dUZb3LfY
zNRuGx83SQPt-{oy>&`hKfQh0enjOSd^z{FC2PBnjBd}xu%f#Awf=-Sl0yC~j4mm^C
ze;gPER%WgP=iaEJO&H5%XGjJqHbBXmMqx$UY2IDW3_C@FA<h)Eu2qPGtLAa{G*;$?
z{yaz{A4J*4hMMbjm-&+pE7BN*wDbkzC5iXO$vh|M7>mHjBzfe|^u)F8eSJHrpy{ut
z=L7o#ohKvHK8uORt|%bJ9&BuKP*_DY;dzJw0i2Wq02n2Or!;c;*Pv8$4qwaP6R5)2
zH*Dail4?)I6A`xS+qdV)09ME}bsdP2DczrXFa9>ZLb^UDN^Tf&+`4zKa#CO^%2&sc
zPAZ829yoprP!cU9pOFy9z8v4Gvtk+maJ=)ZSQtVv4wecga1ZiSSIq_c57-Def=>{-
zAC8M?Ov}ZoLnzAWBr;zZAYD)aMjV7h8aoRUQHEVhEP9_r^>FY=n5Z5)!!BRGJPP>^
z7K8<*?K50=W<a47&f^$i($fO<NpGtegNoM|QO?SWIKcb@gJ(HqRtvLk0+vlI8il6-
zX-P*6If9As{Ak-rx6$7MqoN=h(eeJ8sE=I`AS7+k9Dw({H;Q0|10YWjY*2KuvzcXa
z>UZF6dISuk4MR@hL&w_Uai}Oc!i7jkE4lV*!KF$d6V5#&2N0PKG~q-{DWD_`NU~`r
zrK>_RFe*EtWD?**m^%mMRj1jq#Lg5l&L?5tt*b?6-?;J7&@_qwRYZz0+a~}C@$K#H
zlBIXI9!QLij<)GJ_!>Eq7&gnKA=9QJ`eGETAr0Z!l=AsN$_N{=xyfjW6(LkqjT!ll
zBNU^zW~6Wv%5EFiJ<HHs2spOW{rn#9VTwZwl4mTWsy+m9f9L#H^XLbR0s0%<Kq+D;
zO#BCJvGdTJNcP`zE-MTHoDo^Z#wucLGIvX8Qp6<!N!Cap<Sv9oa`X@}alx9dX{d>{
z(Tgli1_h;Zc6PQUBppa9&cWlv7`qi1HP{5F{Z%1*)gn`zTkg5*fAenc*?y__^K;4n
zCiKhf2`DA;*W25h^l=cP#KFSVZQWU{81jh79L?;Dh)07YR8(c)Cidv-qGtqtby7xP
z3p&ZU<v=|H<r$04mZ8@C=16%oyYJhY{IAcGc4#;7Ir@9Q6wc3CXP!b_B>ByMDR~<l
zUg%dsA66)U-#^fZLr637Hc-M#vY7z?iQWl40U7vV-1DJdIP?MumzSDqUYTKOh{Kbx
z5s52=cwa8&q@h@kN2KFyfg!335-Er~(xb5{k#V}vvlinb1an?0sh?GvNvi`kIXXb}
zdVUiRF&yLQ&PMC%hnHEI|6jU+zXVtwz^g>$`i6bm&m(w|;|!ExJ5l^*1{ng@AgTt~
z=_<~7)B@nJsnjZD+mOfvIA!RBCl_dbO_T)0T%E0`_UQzgNLAo$rF&7bNwB&T9+~(@
ziMuN?cbHhfp|?4cvlwifwLysLX8cAGeVd4RfKQBbO6l~fG%sknq<MpieL-tsS-i3s
z<XXPR-ilvXo75Zw-k-mIQLD8vY*Y;!8=H)4#QO?jU8>Z?#H9M%0XSzPE8!L<M=gQb
zBH4GJQ}=D|OYKa^W+%xo!OEKP`@%*-D04P~5h2g0cR(?#5o~@0jvE4f-U_CYqWC_H
zLk+2%_=}gW;(X=(U4#l$7U(>??$11l9uc998I^5qZMyztw=nI*e&6^B7)4wJu43Y+
zh4PRD#2PYAf-worU?^3Tz?|E?(qn@aKAA)=RK&5ktPr?l&|DFS*{#EGu430eiWs=Q
z*!1>wW+uwrZq(tVuY(+>Sgj53B*7ORz#&8^q|6cOA4~MUv)7h`uw>z|7$=e*&;>+{
zYGAS&yF(F3PBTc(9*uKYzgzz`9#b>dd<J#^c|~v(&sKnOax#Pg+Ppysp*z?DjR`rV
zo1UOl91U<Tcn(zArn{T5+3(_D2&#SFFJF{NCaFAO#La+)PHbFpD^PHk-wjJLQG-Q|
zuA==q=3g2Plv_%U+mA%>#!aIuSFQ|15F#yDVm#~4!fo5W4C$6Qx<WcomYsHRaLBPH
z-3PyQZV$#+-4M>r<`BL7$AQ$&K}*bF_NU|T(R9V5hx!3*5J36Tfn+FLCx8Trf959q
zGXsQC<SE8!5c0x2%P0<u7g~|XnU}<J4M&d_SsBFLh1V)8vfaoGKF5Vv=Ib-pIA47J
z6wAQ~Kv$NW7K{8%4$~p=Mv=ckU-73IHhVQ3GA?ai6Y%1y5PA@BnH*vR+WQnrG}Bc$
zxoOpVQMQUFa`idZY92U3ZyO<K*?Bf?U`G8xsDk%kzlk{z@)5R<5NSH}#jnVbWTb}(
z^$OW0_{nb}IXvYBu$`pa*Wl7O7Ba;-si+qO8^k#~+CbV6F+{qKBcAv`aOx%i74A-i
zW~k_Da5Mp%jRL3iVqrlPC=d9_vT4UoK-3mE9@nD{4SW1J-5EQdY#Yep@yqeHOkks4
z!LGMkKSv8g2+oPHHK2t2?b=A`L9}S3dV;x$9Sd0EJ&^=>CZG#KHy;3LeFjBra0Wd0
z4Do<)69H9(O@l&H1d^7IN={ioV718vpG$HG*`dgz2;Q*I$@c{8<G>0ZKy$&&ceuC+
zr$x|G$RXn5AZ-R@RAneo;lL1s0qTWJOk5{+?$6Q6L%w^!i^bk~4ppna0Eyt}i1GsW
zFJ+5k`ZP$V5>A~U>;f&6gu;$$8fbtEQ^wL${Cs>DBsO5=cR{@)&LH$)xZqf_ka6kO
zONU{;*T5A<6gcsT^{(}7(I{XDH3hGl*_1IreVr2%MRCpzM?w>11@N3{xeJ!Xg30bJ
z^1t4$BUKe8yL`BeM(A!)Hq4+fG==2$cF=4AJHBE3hjnl`Ccsb?e33Sd8c_cTE9;;J
zmJGc?|EsevfvY)R|Nn+Ej9vCp#)*W4k`{F^<Y<u=p^Y}uBCVu!hHx!YIc?grl{6)^
zr?OmHXi+Nd8EKJ18)^H$pTnJd@9)n4-uwH_Yi6QO-}61+&*$?j@8|uz9}xLdC?-aU
z<4e#S(tC;75tRr>O${sx^UJ1h*}8Qvv{9N<sMrpB3ars6^bMK?$XZiVQ#-UCWtIUE
z%eTWNv4yFV26meiGAX&n{*EBoSO_8kJ0l{>R{|lS{YD4~{4m9EILv{;C0K>J7_8et
zz{S=+DCuumAaDN?9R{c%+oGbz_{~{?cYd0nIPVO44|(k>*idMqQ1DNhhS20+O9rQR
zLz*B|*7_>UY#effP$joSl9oWXg^Vc0I_YztuCx*0CFWL_oKwN3^OD?~d=thb837*@
z#hQXndm##0Zv<?{(iK+IPn|%7VPGbN6P4TL!cmbj_5H~}oizCT%JJYLD`$5XF6UjR
z?VU5&wN_y|p3W-N7GNzW#-MA8pajA&5xAmeOGgI?78Ufl9w*IUBd1sZ%jRp4AhC>5
z7(pW&^&>2~ft4GW`~<HM0l*lleC#gxTE8L4fS?~R98##{8~5(T!Oxvhy}@FGV^)e(
z6~Up~vxu<`o}cSQCbZrBPU&@+2G)QMqN+Y*Sk=kU*&vZdlH~1C0qrI~4N3lG2p%**
zF9t5HH&t3=HGrnMMt|XyhVzvY6eMEjJ07`<reeYD(&U)Jj5$SpgNGpphtFOK#)EAQ
zb(X>U#UZlJh{SFcUIFVxLP}_Bt9KOUvQQh+=zHvf_7=jZEjD}ToHv;~p(@fm*ahM{
zaq`1+zO;rMB$*Hp$_|=E`_>snI1P;ev>`!6d?I6L`n^h?x?r6K$u~hH*>R`=sB6=`
zEUO2|#R<{p@Oy5M7$aIUEbEgW!D%E1bpmQg6xicgVQ*KU=^j=zRK8t+k=cm*P}Hiu
zl{9?7Wu25A3XVFH+imquR)PZQQ=TfNQqW)I?g|)fD@qiV2p^E!Al5CXs2;9}Ov(dk
zm=yTx?L5kB2r)z@6m`dxROEIjBfLZ1q6${Fx5B{G8bPA_@8_11>iA#*-oL=l&p{N_
z$mY>q0waqRDoUZLFn`93Nb}EHXvG1j1dhB_dCP|nxAC#45~tv*ioJRnF(z^Q0Z380
zEG?a8a^NGuwa6xtQC%kD0F^oYOlc9j%!3c_`5}D~E{{LDtX{H6t;-YzbmECy`#@5p
z9n5zF9B9&b5XnHS>0pafj-J{eRz-s0XRnBektzy)Tf!mDfQDlfD4Q*|0)qOLFQL@i
znSDo9EF!u(Y-;Q7Go;W3oYs#;^9R1-5cR<l6jm#=RxP2xpum20)6=lwiL<13`=WW;
zFjoaZU6BHwTOez=r$kj@HsXUJi#HFQ*4d1!+kR`2o$|rKQLA0}s6^hw`PK)}O9CC{
zBtLojRJ|D+d~XR3*->-UYLZX9!&wywbF#m<<S#xx#V`C|*ye;pEZldzp>t*80<fcq
zC1D5rFPXTxh*T|?;WJCt;i1}VO#OnJNXR=cyv%GvWP=_TVjkNvRV;A0)tY~|DER%D
z>*%wTBk;T%dP_GGYa<!YWJNtLAimhuGz6MYRF_A_XzepzNQfLeggZXu3?`CN2PixT
z!BT;CMbHzoop20}8`cAU{&-t=W18Vqhr8RLMRMTQ2dFh&BaIK7Z0uQ>wF*S|cm0I1
z*;F9$-tOa8hZbQ9UGW4--wvpd9}AE@6))9%L@qty^;aP3r#u6Gix9-Y_8*f#*y*UE
zMhsM4&spy~gK-fZxyu>BJTQ<`hRyuHkwBq0km9brHqd3&p|l;O$BT{wl&7BZ`>RM(
zDyVx5V=qRA)ndKoK73N*P9rKx$U}OQh-S*02=muWT3qxPcLQe@i|E5)H^dGLZ|@D!
z*fGb!<!(OyH0ehHR3rhooj@rO0kJ8idO<xfe%JHh>YhW>E1I4eKpi5gAjnY&NhpN}
z*k{3B^z)N>lIh>+$~ZrPuTP$o)|y>!P`z2*#C@B6VruOOf>fN!L&y!cZ%Y!jE(Mnb
zz2zKgpm{Nb1Or`$r+-m*)k=iO@H-F&b@yNoOoQ1Wr3G0Q%ZS*<18v^2wUZV1T<?~+
z?JExIsXtgf)QV9a>kIyaefcibhp1<tBATLDn1hLTY-hm$O8$l`$)$9h%AD&@2g3$b
z;_X_RffxM!Au(a_Ax5rKYcgs0A?J36LSI-a6{=9u$%M0U97Mpy-E@(>M74Hh_RWT)
zznhR~L)!Z=q)x<hNBpe^g=5V@2*t}n^_Mi4<geo4?Iz~CxNq<KYF#j95{f<%lnKy#
z7qC;J&NCAiXHi=fH=KI3!t9QT0lPYV_AHuB80Oe{ddp+iaT?u`M@Vqsda-w<4YA~m
zu8byrO}Q7v6kKnFFN6mimM?=TtV1|!{(hh&#9+0HL31x~MT~DSqtXF)bblx=tiXaG
zD%$jQVA!Y!@7^1H^A*H2z(oFte6j-~!)1saB#axE$Uw)iSr0#NCn*m0I_myK98q)c
zfNvi;eCj=eIKLSJ25v9^GhZOW3~X;4lBV<L&T-0H5N3n7LtUi=@-qGW#*IBmFpyO9
zMtLUL8Z4Ya;TbcoqPdW|9#F~Nik7<XH5`jy;D4c_b7s=KtKQz@!upBYV(Rhf^!5PB
z{hJi=&d-Vb&0Ye4bqgT@{9X)DI;jyEeOFZJ0rd4<U6gtx(&!1%ZbO1+R^Eba9w<mX
z{Pi(0TDBi4(cv0?0jr_{{Vl+5sGLTYo;*!7YO8dIsMwChdjE`|sM0(#GLpb68pSaa
zkSAj?nYyFWPgC`Vq&)iu!5IJ64u@TtM12YDB_z^@s7ntd)LydAPfm|+LJ0cs$#VR7
zq!AIhK2n-lEBC&PDFR9G8=Zt7hUV|l03^>YL+MQ)RU2|4u7i{yGCma4L~E;~l!iSi
zjJYL5&xbLs!fT5FqJM8@nwUTt1dbvx5+hrVA_$^b*$FqmGz*+Zc(jQyFj{M{?=%eo
zBIx0e&D5cvPv-ypEq+2LkV@jDw`NC>KJt|mMEL-6YQnj=pJQC=5jnl}?@byHVmhH7
zp}%e0UjWh{Ae4}MpBi?!kHOkQhmAHVNUR)3M~5iMFk8&T$<*W~QUe|nz!X&k(63^O
zpo|UtMIQ(PKMvamr2~dJOL7f@<Ho_>Y+h#vYekGIAaCDZA{{fq;u6&ISIkz=^hHbr
z0eeO~4uBXsZj%&L(CKeipBcCb?<ko(cb?xCWP3aH^z=f_=?oK55_*4S*Y(h{L(m_Z
z%b=dh7sC!%b`7XMzpsxnRBoK4ki`qQ^TSTIRM>}Z?r!cxruz~$K|6I};mJ{36%KgO
z`)zo;81qo}lmVFE6abL3uZ&@4qF<}_Vr6DEIOoJ?qm9RmuKGWg4U7tuP#QvrK~#ne
zM^BJqw8Gb40j#Ho*f9vctpA9sYtV%sPrb(5*ypF+zWA?_2rS~xpf*TRE<^`_QO6J`
zqhQ&A4soJIBdF3xN+Oai4ZNEYNJQN)Vdo_{sE}pg@R~W24H}{kfxSo^Pns=2qM_7H
z0iJSw_kF~7htR-GkS(-IX9)|lIMlg;p2b;EXh*~CLF7t&ZE#|48k%GwZlIcW(I@ys
zW6am^O<}-GFa{@+AT!w`zyDP>57Zz{Feo&TuF5Z?llRaM`Vz3+8a>0{cCB$~_&?|&
ztjmKE`YIsigyw`4{=npCk}5YmP#FL#yPB@_H$FyTQ?PHFwsm)g3henW$@1Bo*r)^&
zB@b@*+2hBHt0EULP44?&RaMFVy{N|Tf}?~~a`!)Jg=^x#uIv0KwQ$E0;63l~G~fS(
z{1uhoO2yxoD=I2#8p6*(uEEqAsv!i8awcGtO`HwN^boc#?>b=cYGb*~Z!mooE}#!s
zk3`qh62~*!Fqy@Z)GV-emgTOfjkm#dR6&*%eI;gmt9+7lt%FyY23?<|Ixmw%4O~H0
zmqfb+Z2o<hVVJsNR0K(g7DqlA2R960a2EWAF*@!G1|6^$1&wly*)q$4lu2+vqqtKW
z3*C0!b)v;LmcRnwwOI*H;G>`;B)sJn08XeW1$HV+?goy5=F?_F5DTfd{9BlC_2&tm
z{nZC1PMoN7=#W&dssN+lQ)MkV3D2;prDaL`*C1U!4$niT5VSO81brU)R;?$wTxPb|
zitEr!Xm@gQD#yFn`5ZrfeEGNjoYjlKf|5ZWy+{OP#PgpELt9(|(%12*7Z5`>bdDJb
zhJ0rrGveddzsx7K3UwX|gQ%7@JI|S}{D<;^Y~Kju*GOlLx($hsPJK`4gjuaLgN&rZ
z%}WBXYyXxE-=2T)kO9=hMutC|@-2tLb1Vf&ELhS&mNiHW>pIngR=~CeAVpv9<u$6T
z6&wU&5!&ES@1&6pC`1!o>hTui4I4J}$e=jNeodMQ92&TUIwe*;(5hmD3WX@C@OmMc
zYLSjOLfj1pU^{@0GSJ?I7cR6P9)?H#R;HIx`q}-zrngtMhG%AFEl0Zql1~yZ&w=u?
zf|62e(aZvGtjFKUIp_5c?UV%Yy%l=wRY<?fL`+cwL8HMz9oU<Zv$Ve5onub^1C4z*
zg7m$)J2;#>?Q8$7!a?_zMO?vg0>bNHPe`SOI_|>OfhP?umNMcWF{gFE37{`mIyD<>
z`i;5%6T{v`BpK?KM+dN`A(oR`mS9vbQ!qmMAx{{!yhpz<6EDC-#-j!d`H8#M$ANTU
zxQOlS32>VE=2OzR;s8phG2z0hoSUf3gl%FY=_Z{yC?8_P9G>k23MTT8KrtIjzAv-m
z+DpXg--M9l(3#ILtn&gf`vo>KJ^-yK4FcXtIy;)jad_k`3x#Rsoi{~h>AxU$5LZJn
zxiV&&Hn<N2YXXXpS%&pz>?tGzJo{ieC4mUGfmD{Fr<Fwzq%Pb!F~FQ2!-hOKk7vdx
z&|oK`RuSnLHF^?fp(KRyD<QD}KM7QP%<f#T#kjP^)Vm3l4mTo`Gi)pRxkD|riBiiZ
zV8`#lO@1y-6?C16COqH}DF3OHA;5|ShEIqcf&cz9Q!MdJPI?<02GvjjGtfx<mO7nj
zRvwGU9AHgC7zuaTd37#-L?OV+?kwu?171p*vRw_0m9aU3TV({tKEdUTv3F=3K}C$_
z0?^P@G{e3l>2Tourp;*X{vzCXCe`#oc0$>-C?)}ijXDKr!V5(?jKv(Wx9G`S0dN)v
zxP3NSZN}h;P+I~M%}{)ugif7u(lmx)c!%i7x&{gGRpfE))MF2@oNuE2W|Hb&>g;iT
zjYGIyVx>1^ABV>Qg$<Yh<dBHTjXhyaeazc<u#O~*fi|#j8VT@7Y<iBV!ngvk1|>oT
zaWH@4P?3XL^g&0{oqgd+Gi{1|4&@X)7PQ@{*#S%!8n_4C&KYQ9h$vV`Oa>SG<^h_K
z523(SjxahFAyo)pmp{WBJ<ie7GC(7xQ~_!ZX}(cWVyE$2%=kP+eUdCP33z6rswa$)
ziIPk(LU(?o%FLvVAYufAL}d#|n|6Hp^oDnx$Oy>a`K!p?L)(AKdu$Raz+fKQ;c^sk
zr6N>3_aaDJ$3FqjfBqwzXlkNCMzmc}Rl8@6T<<hUkvsTn;72M0>n{U6C8>Lo+0b0{
z08~*b4S|pstJIbL__{alTxP-FHP)uIA$Wj8A<7=s039tLf<oKgiXW)6PdvhhbeQ%h
zvKY7y3mFsUV5q2=fV*k{)W{jAmaH8yK&gWa5f4(C(3x~-2Eb%xqPd1({F7{m(-5k5
zIyiJRV~HP>i>sPr(S;poN)lDST6RP82fb37^wF4h(h3s{2j2^v8&H<*5V~nlJ@=&G
zk9^LzEMC;COIgKuZN&LhK|qO}uZBSf!LNjWs}KVun*ejBOEr~FUC75OYYEbcqnx$b
z3GRLuFisj41JF%MS=k6jL=OEXh%98z3oL=OkF3%d?wBTYUh3iovC)@sh-6Gj1VD@Y
zC#Owc<Hh;&p)|ntki;wtFmNkCQZrjQt}Y33$T-3w0od1!57#&FZ$ftiFHw#KNG6Z?
zu{b6HVj=`h5dnxQ1<Zq;+IY|&7SPb3iVVig*pye^KjuW)EDf!qDnG(BYD6C(9h@^$
z#S*ccs7`~%OhW-dj)~la*D#Lbkk>u10Lxn+`=<|0dDY2;u#xTp4fY@?ml1&kAM@a6
zLgT*`1C#+7PMkWGZ~eF;1YK)5wv{fT$PwzX+e6>{1Lv2@o8c7tI2^>md%!|+NJj2}
zlP&2ZK(#D9{L3uxTDWx&muoUIFK`P9sMT$!^F`A7atBKv@H2J?XR4(wfmB8%$^L^_
zN2MYhYktNdIgZXv#tI0#5_7)3A0c_i={Y9RwAr}IB)R8!4tX~^w$NgCon~%<iUP3<
z{FuLOjgFxFMxTH>U%;&jKywgu``Tf)tkhsJ7)eyCwQ7N_pneZgx^CILsi>bKb_xps
zD~kCdhJ4L$Gu74r&C-D(g)u&oLdkF_`AKFQdVl^Vo2k$S?g42yRVEtS@MRJ(Sd5Cg
z{Da2W(gw99Q-<CDO%Q`(e#%Tx?;{=^AT8fNR1L(b2Z>}1+u=oc`{!EMAgUp)UDASg
zJo4ILC0^e>$K=Ww_G}TDCUWKAV}4V_*!OS@x)dMrt?YvYdgEI9_++4vudTD&q5R1k
ze~AUW%J=t7z6hKax3(EH1_1Rj3N6q{z>~1SL81x~<M)9svf>9Q;32G*;2`!Y#RaHc
zMnU0|4Y}U|F&F^x3z#A3gwL}b(^+Un2Y;k2V=-TBzW`Sh{=6JZ-I+QEBA-<1=db0M
zvmoaA`KXS3*$mRRqC*pxrlsQGL9Gkd&0h^K!3{$N5Quy{5;A%PD-LWN>VhqxlfezA
z?J&{^drAtJG*A;I=E^s~da2tS6<m7F6Nm-)QR56z1Ob2EvF_>VDF=Sits;yU_^D&V
z0hj<k4MzMst^!M5Ny^G_Z%Q91bYL<_6K7%qsT1Ik(aclLFgQL^gy(V@{%MBpgc;xo
zYHTC9XOi?P$JkO`a!+J!_$J?P5T`j>8^awdaq)Phx-Vm<?Ypy^dME8(CH=xb%_8%0
zP=%#d-T!zpXSm-m><ykQSws>h;2Txu*o8|1)gMu@i33~!d{-ON7sQqWR2L@tBU?yl
z(p>R5!O1SAFc+Blagu-8iNHtppt(@B9V8unpbsSPjOwT{Oh!4j8_7=sdf<wZTqs0=
zBsdVp_zDUemBKJi_F*%*Z+64}Q1)zcCMa-HBZ|eH-7F4b6v8HxT|4*UI6rIlX5P<(
zQ6Oq2d2Q%1tb+my9(OAN7zkU5dPBW8AngRP=AGG(pjaMNXDw7^+EW1uSc4nD--Fr*
zsY4$;SUIN_4e;I!@K%mTjzFU41w7nZml2$7?APV6>$iSBHv^Mkh|WYcoW%p~pSuze
zR<<EZ<<Dxyv>2+0U^Oa;m$LXXxZu<=nReKeFRqMY5|!s+lb2yW&}CU`9zx@Q8%}u;
zHil;~<e`;$B~W!d(oKX^qAG&^w?#{1-&brTt^&XU!WW5F%ZfuTLYnYC(-^-r6x*o8
z2Y0H@qjD8Z>_D}Nls@oGa!FPUE>;&PY%fL*kk&j63yCQvI|ZvR4ZbdIBQWJ}LxnLJ
z_7n__ov5#aC9x@#W|H**FKg&N()UikLjeuFJE1;T0nRzx(lTVWbZ|jQO9VByxh+bN
zdlC3IkvxI75<&PzOpFwy1CWz0i6I-=9pwQ6I>xbD=TIpqrg#AemLN*N2mt%A*wFRg
zOeBkCS)+(ca!(W)*m?E7P=kE)WKZN06h^EKoWt%n%68W$33bG6wl%;_ufPly*4Nkb
zO&EJ5@UWVY#TKN4nBK=Sjw&BDMUCW7g&B`r!(KwJ5gZj|8rngIhG@6|Um}!tOk-ml
z)qBuYO*2n3DBDv35cc`|fz18q_Wq&;E*wf?vAiq};MixC*`VcJ0Ui~j0IkDo*iJXG
zvelXExEJx*-eDh=6aN{7^y=iPm{OMu8TPJ>)`c^{Pk?!hqHcVTpG={am+_DELg>^H
zsT|l3Xe7P<*hW{7SV$@=?#1&kOHG{oAO}9;CMsHgCWUeZ_)us7+0pz_K8izLk5kn+
z?bSDKp*uP<(G3zqqkxHL1>FMl)%5{y?SO(@(s2_|<|+ObQ93b{4no=8!101pFVxiM
zpocb|Y%DSqO+#q&kPbQs0)bvTkb)Whtx+FlmPbOZpfbKGf5aC90M)q-e)>ypf7gbs
z@!fR`K7J4sI&;c=ns>?Amz%WXPw6J@OWWWbp%K6H)SZN#$va<|xt@PAyz^Ax=Bek;
z+)kKws4RQtmGlZdL)l&P6H>Ho_Rc!R=A2!ZAhaTIc1nP&`1;5DTLvE&y=-T$PU^{7
z+mShAMng(uN@e!kDN}PZs_r?W@|_#|279e+|D8twsbgbeT5i6(a=hC`)e$+K7dp>E
zgMxxwYt?V)*k^U7dc0ZCxZXkydO*i5Be(9Tx@J|3AwnD;@Ietr4FD=&tc{Ks>&z@w
zAS;05lVfa90!P||AuTaTl`aMXD*9Z0?GbnJv2jh?7D}{%&Og~QTg6!(Al`E%9Kpaz
zWI5e&J3OVJzt6@=HfbqDRyEkZbN>T$%=1_{ss-pdno_gIW8d3PW6gi*G6#S-&>fr`
zj^czB7}4z&@oEXbAT%+KQ9CVw+K9TozCNtmT~rn|!q?xa9|2<pJ5r9*U;=UNLpC<g
z+&ypVp?p{f>5nz&;5yYc+MkwN|6~?!x1{`9PQor--SYnTAHjoBdT*NJacusA1#2zx
z{WL;l<1WOHZ77<0;^QfgFOS8F(N*}&7;oKsaD&vOZ9E`8*Y%_<(RSHs@;VJZ`FXg)
zTFx4D$~?|F!nEy09#;%O$;&|7)&L`a4!AA~;Bju9CEnRr|B#)X-AcFV<9q6yN>Ww|
z2i+e|EI}1!(p;J7`Y;A5Qq=UtTa%UgAqw~$F_k|H`>zm?Zdqxm9~REY<I|I4;I5V9
zZ4xssZ9dvM<|Igw#l%tCJ^5|vt5<D-avV(EzPvm!{U;PKY|}iUD6j_&i&{8hYxIQ}
z;lN|_w`kw75qe*rB@ely4@sV|lhr77)waSmyUhjY7yh!M!V(Z9I5T#j4g|p>S)nGA
z(H;|4xNsbM=a7qmQ_ko3qJbwL8uN34p!KX@czx}ew_km|WHt-+7vZU{1qtCkY9FFL
z!|xBMhWYPM$(W=+77yRxPK3agH9$!s1O#9D&uop!9_)!y{o+!2xcZX3+q&4dqF&E>
zr6e|w?=Q-!GA;f(`nAMjw81qGd?1;|;Vw6)BDpGOyBC1m<Cm6{H*puHSuxrsn#Vu4
zc8{J|wA^dZ-Q=*X*f<tP-KP6#;)ZGyPsfpxiqTc=#ucfz6BDK3n`Vte-m!YgBu24f
zbok-zo~&G1tH#_IX7uXIEGf^ko-&(P4LI^FFe(DGHC&3<zqyzwiR^1)f?3t1w)Tb$
zu6VDoSA9jei=pd%n`sX0I5+*TQSQ4&T3@R<70rrLcv=CoH~xpQT&<pLQ@i3YrLe~G
z)t){|i)wwuJTFQis+_WQuJ)3Yl$5v90*dvkPK<6nD>tS=6L)-}F*jt-oXBIg=kY4V
zBrB%W+Nbvu*C#K<*--*_{hF>?9&6C<xv=&2PYlzx-KvQl8{+&l>3)@Rw81j`>0Dln
zI8vtQ-{xsAX;{ME;XItDdReV1JE&@bugCO<GkrUP7pROpG~bQT_2X@4Atu7AE&9Yf
zRmYFhRi(8n;sZV{9)BP|`b1tjGW@0pXQ6;|X%k9yS7!eHIAbW+H2=d$+0j>mf`h$M
zZ=d@gy4!Yss+%za2KI~y0rt}P#CH*IM?W1Nc)92C+WRr4XXVDZ2l8Ia4R^=gJ9A*b
zYsm0cynAr0HgXUdygrs*Kl*hjqdF&ELES4wA@|F0SanqyPbJ&kvTWYcmNULyr62?`
z+FKui)G=?(O;ao5qgM1^hC068@X#F332h9DV+;QpFNp6*&WXVP|MWYL@O?&d?tc0r
zd{KtJOx#LIAtSh$G8*p5Plq0^u|9ZE(v6~T;ecZLndICE0ZSc2L&L5a^f$@xm;cWf
zn@(vB`{551OhoVV{&rWMg~sfia<Z}kS=fWj#O(+0f80zlcTHSE!peVs-+yzXe|qiz
zd`s=RU1QGQLdaByy@YAnir?-HOU!{?%23BQqoc7S{`J29^R@pMx8xuUK4^&ViQa2*
ziHXIq(2khp)bhb=^mxXzF<6JkGlcH%09axxegEU5ix|eJ`t^mcBPMz`Lxr;dk!^WR
z&EBqV+-8&C*MKZ;*E^JhOZFUy2oxLncy?Lfb`B3j(AM+I6Z3t&hTdpIDrY>Og$qA;
z*golK6qE&?7&$x?wA;w$89Be$!r=jM35Z{T%N;eCwLr+W;l2W>;)jWRo|%~m`@i&t
z&N5^@s#o7cd2|=Ntg34Do~e}&*6P|5LtkLXH&|O+w+DPhq#Xf2mRh?@Uq4VME&u_)
zYoQ$7<?frW^2VWV6b?W+_qO?*6}$av?Xy;L)*!5!G+$Pd<_Dtb`z|VG%4pMQujpuV
z^h1)ef#RSn8vLbYV`DP{4<=fXfsNF(`_?O&eJG@6H1pKgppd3<S!NNc1_j7qz9!~n
ze|+>~$cE#tNKOK&8w9md4$t;g(xN#=4jU0=T>=!}5@cv^tz?C?ryAW<S&@U+{j~~_
z?MJafR-124%xDSq=m~3l4%%rH*p$r|Ooz<y`8;24q%9+&j_33|LMg4j6+HMafAI-Z
z^*XWF&~Pmj>r=(WIq%-RyX)}!k&$O##h#>n8|}f<)YI3O;LxBhSM#ZsXt2xZ%Ix5=
zqDF^W?;(AA9wxsEOm7={gvfPc5p<xopzw%J2{*CoTF&YESFbK3$z8&+Pk()8${>Qe
zZZut40O~ph9&1gi>9Mzg)^>KDRbt~$a#`2|^u{A!t8%T7iylK<<b>fktzdu^=c)AH
zF+Xt|ALHYRzMC@p(9QsaYR9ekcv{XWgYma+t=a#`o7MjD{^+1f-I2Vv;ZDT`sMy~H
zb|ot(X9-Uj;b@QFUq4%_fAue)X~3lx@1lsp8qcpHLzUFXjO;4qSI=C)Az@MQfAi$+
zjZiWS#s_FoY8=o4DI@?*5`SCFcZh_L^z&HAxmB7kj~$$H(K8o{<YCyD%>WY%v8x=5
z6<RGo;~IE=K*j0R8<3!{D1%?snL6CQ!)v>_`J0^;n?K)!b8`&FM&EcjcIP<6D+do9
z+TPvo^>XSBu!uN3JmQX<iE?Q2Rz^Mc!$3NQdO7d@%>m)oY|#~xrfv+k(1ITaR!+K^
zn5e}=zjCXed1zReKMS$J2Oe=$qRV=37XQz158r=MaZPb7z+itCmRB7g*R6ClBCtd9
zgfO0uQF9TxxIkVSft&TALxtFLv~OJp5qpFI3}SH*@!WR|combHn)(~*#zm*Q>m6Wg
zYHGgg=<sKODbbnah0kwoYx^8)u?Ew;r4uQemfGw)aV*aQop7}1z(=zTz5qp7gfK>f
z_dHatBk3?`#S9lsdNpJ=ewxyf(Hi;eMzBdu|1rQa*7o+rNJMI~C(urSc+$^V<{tpP
zV|&a0aX=B%;*1x7q#X_tsxqR@uFwSv-fq(3n7{TO^NX)utk9nF>#x6>>>0~w|MI+C
z^5l8rwfg|KR)cnOwv(bl)K6<wJ^+z>e3^nsgd)gF3Q?H4hnmDi^nd_*DAJU#*XtL@
z{W67dW=dnvTVQDv$4=b#`y@s?gf2_r4*qdC`pqI=#@j^49!D66Z<Yprx7}@%B>nMW
zX)8d<uKf?^HqikU)&t<S7`uZ_@3w>k(sH_VcGs1FtVl;AFO>2X-UjGqzIQLJC>(AL
z{ajr2K6`o1?L9lv8@n8)2JSM?=vckuRB@V9tJZ$@PSM>Dl5`dtNV;u!n?3@od=I4s
z>8yp$DUPEVE!jPC$3L9!x2c@jm8Mj;`9{U=F8Al<(LL~eM>XgZoZotY2{`vx08eW|
zuvx#mB5wihB`{aZ$P<cqBT{WzO^%bCFurKZJYw3OqL=WJk!!W(Jj_f0$m56fQ;8~6
zs8AbrmBFi`UEJhZa8B=ya3IKVF<NnYQf{159~ma|&S9^?T3DDJ7#-!eH1g<A2F5P>
zK(NAAdA$Ddt@LDQmzuzmtT4?{hTV9EUS@+X$LO&(LTved;5;oD7;Kwn2c`HB`NJj@
z8UvIGj$6ZU&1|f#Ik!y?dwp<0t9wRgYVGg2CVGg8N`D=;ndZlWriMMQxx{P4$sicm
z@u=doaqJu2O2SjjLC(m4zaiU+u=@rwPi*86Rj-lhqN4zwkY%YX4R_ciG)3exa7kRJ
zi=(doY<2uVaPE*LSqb!FiQThdm;gh!@YszK<m97yAmXeC+wg>G-ok_9)p@WsmY{}I
zV-yJ}otMZEp?kNZ_pe{vatDpcH7z)Ne>El;MY!8D-0fxcE!NuB-U1GDk<%AR1RL?t
z5oCpl7j(eTdGNw*Ll-jLeAtI_cqipAO{Xv)VLQ(P4=tnV<d1i;6;>Ff%cRvgs@JZj
zJP06MV_)6U2xlFFJEtJ=XpDR&owb6dh5*)Ucx*g|aaOIjjuZ;qHkUcO8cIg4QSdFV
z7c1K1al^D10k5nX`Gv!SQ>JT!yyZfx2-RB!SQQQr%Xzi_)#g2*LcnNdy4Hfm5_my6
zQxZmGV4%b+5_&!hcSbNwy}nyW?8X~qgJU9oyK`qX1`cZQ>Kq<V7VU>v@mn~a0$8se
zQ1g@Ra=~CnwDC1jb)--1GBP#Vc-25OPkb$pYQgfT#C#sllp4GADNmLPkzo|8!BRv<
z7O7`oZ~$C&(S8GceM>wz4iB{7Pd5`&;MyRiDS@X}jNcAfi}d1VF)rcn@)nnf$Qu{!
zpFPz5jKf3y7EK7JMyEsaL=Q}ligo?NBv!ZZ`1?EXN}|=dUS1gaQlEMl2YS3`pE$$b
ziEFIn(D`6-HgDdXRdOK0WmmCc$8XnER7EE5XPoZ>J7RH!rY`izUp>BGbnf5@qJ49C
zfa@)x0n*uj%nC;!J25;~;;^c#LsE(9U`<tb-)*nqn<Z1#HqT`uev6A+#wo+<ZT4xe
zx^2p9hESs7Et~AG@8Z=kW1W4;nQj5GfbUlk2U6x&+~eZn!XqaCS&{O(x^Px|W3E^5
z%W(|%*!=tc^u#VD2Z?enfSVQZOnLGM2XA7Fc7F~Jafb!aw(+9(AQkIsF2Jnse_q}c
z<t<QJfd0hbTeohJH%8$|wEqKgS)||`9-Vk&<ArEB3W<HFI$><If5pp}*Kve6cTr`X
zGKeBr<kP25C(T>Kf(qTc-`~LyeSg=y2Vk-5NCn=-fB<r>cC{F9>IZ~y2?x-E%d0?J
z0jABP#rk8aPW)%%2mBIIMsJxqjCxJVa!@Ge$?Rii&9cH%`QIe*(;4o<r^=Ikw4xm6
zFoCxJCzsJIHWxFe_eBb+seMl<`0~|%WF6mp#lOpZ{(sSXbZrLspLi<xw;PRCL0KY9
zo9p*v2A7Ri3z4<f*?vO@@Q_}Y4ijxQ;h*xIzrVBg5riF=ZhO34u7IOep6fL_X~DV`
zeSLj<ay$kW`BFSc?*Vz8B^=C$s!o-kBJ$-(jdiTc3sHt`*#WDDe6Kw%ci0XQK@W`I
z4Ld_!U0s|E3b)>Z;#sm(<<q$}yMAEmP2-SUr_^mhL99S^<dg5q%E}fv1$Ca$ktee<
zp!%>D;qcJwsb2YLj_)Z`Uqwe0buLYw1<bKRXL9*n)S)rycriI;AXovu9?gr%vSjsq
z?yQwZM~{1O;~YkBKKv5<NjhrMwI{hSI?L1QT@7n<kQ2y94c4_f7Dxm)Ly@}6;r+5$
z47b-(kN|k9!J7my12<@_yPk1gTM7RxwFzKbty_1ALTh*(=y9S?5inb#iWGP2*1LDz
zc+Rv!v-YE6QGLf;jn`abb6fMa$@r+4a8T?AdSg}V18)eheJPQZdUW_iPgrWyj>|Hy
zlgu&3^5}2R1h@+|k?QJsk2MzHtigwW>?5k;@#T*6c*b28iKh1ShJlmUbmE-<3T^Js
zTKt#J)LMU~vlT?<ulw_IK0RHKmx;B1fwgCEnXBY#TU%1~+a9M^ch1(1+8YZpTqM*t
zr;(e3c?oA71F>?-fF#N8_n_V))~!syV#5jjMT~<3ZJeJlE_@Z9t|o5?QF?J&PG7<l
za|)7i*e%IgD3@@SMg*{6Z2eONnWky<#!tSyGsq3q-LXNA;|LC6%dPmtLi{Zdi}e<&
zwZ-6EL`4lXFFoto*F=AA?sO3(xdG7ZS|AEu091}g`@z^zjL~l2p74_s6MfRQE`2rj
zVKv<O#?Lz<6y@j&wV6Ml!!5jAODVx_6ihZ91A|~xD_qw1j}`mEMvrHO`ObBW^K!&3
z-1CkURsog_k+a!F5io=tERmfJeD)gs>@hmnSn@gNbN1tfssJJ>@Xml*WY3kUo|536
wwOuU~h#oAZ8VDnJZ7qHIAE3ma9?elPE%o+c3-h1t=r=f9w0=(9wD08q1A*^3^Z)<=

diff --git a/_images/step_1_accuracy_test_space.png b/_images/step_1_accuracy_test_space.png
index e0bf208435a6a57339bc84b572c31c374d4ce1e9..256f3623faf0e383df2cc280405c339bc02ecab5 100644
GIT binary patch
literal 45449
zcmbrm1z43?zdpR}QBf=uR7y7>NGK8l5+-aUlx`G}mTn|07z=QtB2oq+-5{+pjG!P&
zN~@qqtCWDi|6bcU?|IKTUtH(=u50ER2RF}tp7pHtTX+4|)e~xpYgTPtMWImE(3Fm7
zP$)~6P$-Mj|5%QnG!8XU@gFJIqk68I4i>H+r=8DIR8PA)+Bvw|S(|aWpLKSzcCg<k
zykB^)AeWV^tD}pwh{(BreL&d3*;1rFb>jhCWTm5$z6*uIe46~b=!txyHHDHnNjq{-
z%QI@I)8~BM#KOY&+1b+Czb$GaR_&Cyv9~XDy|dA@l16pJiOV~vJXcoH)_#7!o?Ghf
zx;s0ZWA-Lia|cP;uazk?EtmgQQvRiM$}Xq0Tc#sD{Pm!7t4Uqo;6zb*lWqI#cR$%!
z^{~^dfw&6_MIrs;zz`)gSu5$$kI%1VhG$l;T<Prg*?$>V!N;x@&LSiJTppjgUUvSJ
z=U%<bw5&uY-KalzQ1R%|>h|__>y{NCws*`bj8x7s_o{WwK8<W`UBtL-z?tvn0b!Q|
z1EpmalOJ$}f2wBu1;v>yhRKm05J0h1Wc;94;{Y4u4+_GE_cHzvU=(<IvD%BJ7a9L&
z`SIU>aRcwVrR2x^SF4jZLZO7d{$|ejZ!KHk!=FDr^#wOuDjwXtdCQi>d-qr^Up`y1
zC$iSr#U-rT-1~#eNhb2y?4(FZhk>>{+iStWI%Z~%a(cL~=jaJuyK%$So#_DAmMvR8
z*TtGHTeay#+4<>uUyf^w)Lz(-$M9VD?%g|S-<jNwjt;HNQwP1gy<gc$SXS``Rz+;s
zxbgF+PoIWZmG~<5m}lv^_WZr(=+UG715GL3KR*WDk@uf>jSeyUeXkuQUYd#Ov3Cm!
z3Y6~%99=|7I<%L|^4s{h*1JbXC%XL?`p5el1T+&=ielD1VEsT%<;Cv>j2F2N-^W+)
zT1qLrU2U$Bq!I5r*eqmR>@H+nNzvIzuARNUV$UXab|D7`hgFLdge^oPdWVP8zJ9f0
z3%vEEho3QMtxD(5myrAI@9!VlMTrtLEjzEQqM~*F{Q3JK@vP)B<~u#^GK)n{YjRW#
zkJK!>6?69J^hz=W=7*WqQ@(M@uehi1mZoR0j(qro;J;pBMHt4a{(ro=Ym8YDdMRqZ
z(;?n48va?mS<ulviiu_WcEPafxDOvrSt?df?qb}Y!YcRSws>Z_p9*OPdG$L(4(#yo
z@bL2TN;0dwHqe|FIsdbV*-~+7{S7HBO$y~%@ZUGL4Ni6Y7qoKXt?yI}{#tcw=gg1S
zB2Dqfx70@LQ}p`L>vTw&Yxwu&1K2I!MBSp^5ztm<mvPs6eC(!Hk*hTiFR#sDbJ~3|
zYx<igsmB@R^9EQ6Gb6>LQBkZ)?7tu2R8V<&x!lhWOWeM`Jt!<JOl!m2O%ygRdUEj6
za_RFwGdBwxJ@K2HNjmxXn40qHI1U%a0|l_B=w>wM)XCXu{_*s&(ybljTP9}XkB3VO
zZ2hLNYx#bfmDLkB@-(5oow7M|S!Z6-hc)x<^dnSw-3FUg>8@Yja!-tO8lHW9_fBzf
z@wF`?>663lw(a@nrb<mPgA>$a(~H~&U$wUzl4*P5M5x^S&oh;O|84Qt@odcNMni|v
z_^skLPfk6*_~YBR6Rp{2$>5x8&E}~*GwNF_<1wODVBgt0IJg^Qjc<)SlW*UdY#HNq
zj7Rx)Xi!kld0*eAM0L(9K|zW9Q~eEz;%0ySv25A0>X$DSIXE~3jEi!m-3H=RBPCj8
zg$wVn`u+U4BG10lAYS<nJtf69Sid^pG?_k>Zxk$&RMW`XsfCh>AWpv%;ljqQV_#GU
z%T{j@{`!*BzcE=mWqi1xJ6SVPt(s#SJA0Z=nn8b^{DMlh|I|olTd7aMW+8*P)*Q>k
zu{+d>*CORl&b$o1cI}#S_5v18Q~APtibL7-u_eoy-X_NSd3U$S+BOT8&J3g|D=B5R
zTh_<Xwo2ID6Wn~=t^4XmJ~5w3JKw2J4})xTTC#Ipw2W>>*-Wy1XVD$=g(S^H*MUZU
z--WrUf!3Tvi`x4<y1KItSJza$JuXrjhdCmx-BN2$-k*X(K+aC`d{vb4xyi^0TYvwB
zO|v8I1?tzgi0D+)dBk16o@h$eJ|1}5s<X)L{+`np&CJXiF{0w<+O&>d-<&5ke`SkF
z=H|r%jY*H6Us{oJ=*lW-|M`;5f_e{lj^BOa&|Sv->;B|W>tieqeqmuXdwct>drk$!
zcn|QS4B234$VGST*dgXS<4S(=>94Eqb$MrAuJs+OmGthtr8qt_n2~~qz*1MqruJl?
zeNBFHoW5$)t_L40f(+#^EKIbRPJ9gF9GLElRiEtcwIBOZtC?X^O6~NkYbtOsZF+L@
z@br(*nn#XY{_-X|CC|3SW~8G~;KTz3IycAEOmCQau0yw+xJ{$d+{}b#<uw+!i2?2C
z{Z2dXEL_u%tlq;^(aP;y92&YV&8V>6x+Ub=H99I_Lpt*_si#vHI<C*k`&_?z^&~Ej
z>Gt{KN2l)jTeoiYm)#8y5C8F{Hqx%W^7@uLT?HF(6Jd#omf7dRMNCn_&64Zf$|Zv$
zYR$69@@p&eEskq<IB(mOe6}IOt~GlG)q#g5Zrj|5Qlb4o;R4mSY;Mx9^yjDR^tkFU
zKHF~}p3~ZN(+uKqZ!`_mfjqOyRgvoXFN4`r_MZ7$uRK=XzieXf++TkkDR$xPNKuQH
zZp%6oWMpKN>ppCdXZ3CeZT8M?-Nww*hp$|@Qf((;+g;|HtPy{$v&AUSMtg34c2qzw
z^FeJMCchTeb+oLH4i@U$<}^cXRB@{Bp~Hup9voaUsJZIqHpyl@YS_4x+raH#b8~K3
z9B#vH+Ad#eXp><Js4V@LnB_uS?V2%5w6n~P+O}gFW98b;&BuqE)L&e-n$BJy$`Uux
zcW}e<sC4WOYNhjdRZ-r)lsC^ynR`t-7FyfW3=3{#X71_19V88i@OQRb#`;=Jl^ngc
zi8kf+@&?<PsS-SpT0>#fa8HPQzJ+ynS!t)=*;lu-CfkcW9I}0}fKDcB@fY{mG$r5R
zu6FeBkVN4O8<N7taueJ8VBVLySch}Rm6Vj4Y-eUi%hO&?4Y#-0mkSx@>&;G#c6TSt
zjkNs2U$o2CeX6{kHb+WU@f@#Ol+|#{Q>QbLlMfFEZKdDPh*ysH^#AMS%WcfE<DuNu
ztl~CW^!z{n{9{mj)n-AfBS(+6%Bt&xHpi~;IJ5X5S%XSJ-F~yGC;|!8B)u%N`%*4n
zd_$59@{&<n?%G9S=e)U9oJxBc!l_<=H#GDVd+^&wM^|G*5NLI|S8IXM7H`Vnmf9v^
zm+9A;W2s&|w^hvQ)ZEgAkuxI`RXaoCo_2hSKBLO3d9AhBV>IRy-}r8w)KDtMSh!NX
z+Su4wyWG#0R=_8in~2eW6)RufIXM)}*!n4P?=CD^(OBl|!$YN3b#@w~WR;?v`*rt>
zNG2*gJamQH8MEt~Jtkg`+J3!a_u)--Cll48XTK;_N3+!Z=&e2@r1oC3z}}cve`}{A
zT_w&_(x);+W^%M!g!W@%Li^T^qeGLs4RW8nx+{eBf_riu|9X;E-xup|Z@m6lm%HW4
zDwn=Dt)*Ra&XyjV7&|D}8kCJj41sZ>^HFST22ULyZk4o;N<K68`E|J2Y_$ILXtd<V
zS9f+dXIy95efN`;hURUhYWy8fr?5(#SbG`u&aRV(>W3qyM&Ec!a&pFQs&ndlI$J7S
zJ#Sm=`0<5ri0Yfp-O?R{euX(Qzj2Cl=6D&6Zm-T|Rfl=ZX|?#E5BBvCF;%XwR;ahJ
z_r+}!7UpNw0ToCQnw=cpH&^7bVA$;-T0B1QQK)OfTYJ1VZ$#4iW3<bGs)><#|1Wth
zCdZvTD>}(26$s^p30dee9x!0LV2(w*dcV`i3a7rk)2UxE-E6u_3f&GY<XSh3*B=*=
z>TUB_D2|f%m#Zve)}R#48em(}ICSXHHT4x8)n=j*^>ehD=)ulWH`=7B;l~$O(oDNc
zyu#u;G%x(#)*Lxo(v2I!)a8<}sA%<<S8fzL^^6i^Tz-D~M>C&*`_TJaX5F)S-F4BD
z^-fMs*u^}q`Hl)E>EVrUl0U0X!`{Ht$>HbJU(ZuKw`1o{H<WMl_G_Dkl7l$BmFkCA
zuG}}!|7X;Ve`e7Kln9%Kgqzq5c={)$Cn|!NJ*<}N>go=bEG_@_<NBKz*+@J2>y?j0
z@P8N5n^N`n4YuID=e0Yax;1~Q>U<eD<sEqXYf460cDuv#i_7@Ss+m`=yyfb{6DYHB
z=?l4k5RamfQB+%jLx%jqFHO3b)mtvqr#JliGZTY+v}-qSYNO7DMH`;}_49jk>vRJt
zjLj^oztluLo)~OtA1?%8otYfo-9H%@<dGf!vO!%wjm~pincn3yDhn*pKE87G>IT$+
z*iT+vo;_;{i;IubP5h?M&W+W{^G})<yQcx?guiKQ<@^sQ6)oe@jECAmvuVps@}3;B
zHue^g0>V3q?Ped(ajclebYmGHN97cqG>uEk*NAz3JEi^P#KA4XMsHCZb3MPCHKiNR
zUI<!s{(I$?WW$1V6y?SQ)olbL*tDcamz0#``b^oY-rMtB+T+C_wt0m!<72(mkF6UL
z`Xel3-k~sRWthmW;gmCa{`|Qp(_zqw=D)6P#0v~|?5(<GUe_}?n4+I!k>oQqQgnVg
z8|C8xL5b(u^9fSguwjGi%((Tr?lR-!;lfQod$}m0+siLMklnN-iW<+!MXFeKAgABY
z=Q9)de(!F{U{ZQz(q(s^pB*kBC3pVUnEKq@RJZp?VIMtr#j<7n7&6@xC*CeGPV}A_
zFvzpHBkex)<jIp=sxb%j!}!$m`z0|YZ*t1dUr6Vnu}izYRpj)I!^S@d5W97+*%A6A
zCaX2D%FMS4=Hbmts7Zze_OBu(GiJv7ALBZ;(K0O~CsyRN3aYEut#}h-yjO+XCnfvp
zujw&ctkU}u=k8+wg+xR|2!U!!(QWzpy=MZYC&5Q&!3W#qA;l1mCZKceQg1geAD`DK
zfIz{`t3^s4$j|>g9P2w7QS;@7m*F&k$zX{5{M&{3DS4LNIw~V0BcMY!yvM&j^q-$r
z#O|fm<V6tYMm{yG7nfJATDw*!%dE2Z%a;T^M3PaVGkKG|>M^PKz!O>+FB@G}MwCq@
z=c_9>H@88db9_TOCkqP?Xi}mvXMl_2=#s)MQ~r~iH*S24tz~*<=2b;SMXOWjO)4+%
ztIEpC*1e$@IC}dQ{fl;<U{FaA+lLIoMEQ66`g@U53YjVy0|d_ddo@vdMSoXZO4Zrl
zWCZ;61d}I)Pc7=Lrn+oA2J$r!wQ-T_J0P8C_SNL~12&yxQc4_b$w<L-NV|NwL0E=J
z+0R4%a}(ihxz;<cSAH7uWPH>6&mi-yO&Ia?9Lu@^OdSopPaYb0gLbsETP{#do<nz6
z^-2aGQ{qrx9@l`k-xNpNXv?iY$C#yEW7&=ArLCs&n~S}2*4oRpW5*#}PG_{Ml!cXb
z7pe>x0_uRU_R9?8Vx8Li;+iO9z5V@34<2xV0tmIfoUeHCLMvXGC2~$XS?e9C@IUhy
zcNnVg+_>igkhKkfZojlU-W}%NWh!}PKYskE?<(~Xcl@Am?tSLL*Wn`Jt-t*9!glMX
z6XGJ#$FKDybnW*2q3OTJe*d9hZ_x+fQ#S4SX@3K%#rn;ViLKP+gqcg`*;$FmiB6C1
z{`XmD+KN3g2(Lu#xBdL;&iw;k*|ko*VbvC~r&*bQNi%M)N<}J}^;@%{gEdBAtE_jf
zLB1Woh)9MOyQF=`eh3UErQS)XqRn#`E?j8d@eE~t6DOy`xv}rxNl~zS<M#O#3yXl(
z*F~l)85fM;Q)F3Ezf(X!8DJumIx*DRkWdP`@?&zc851A75AWc-fOhgOLBW~?e?7f>
z`15VA3yinpsZdzPnu$V$*;idrarofDgA&6){mI6~`PBZ=@`d~n2RygLxwbgmlK#|i
zN1^7&k00?4jlZl|LB5_V+SzyS2Mhx}u0H<w>n8E(=}oWi><*91pb|0(W_LnK>Cfg=
z{l}OecqMA!T)`j|Nj1!C$?xmmt2U=so7c;Xmh=qmQaY9{vb=+BYP6^4OhH|AesSL)
zRe&~ra}&B`_s8_osEd)+Mqx}dDV45HW<U#yxww>#_4DyRuU@@H{ahXP(w-9plU9!f
zOdpz>m}mm1XmBmPvU-aRc2(LWuA+SM<VkC3^<zbTb43m5(VN5V|LTt%w#@zflZA(O
ztFzPIq|;KIrFwnbER(ql-OLI<vR{`nbM-haSUO;5&DIknQpRspXPZ;=f{4ew|CRC2
z;id+C$ui#K1Q*RJ^c`1Gxm{`Y4x1FqmM!54XIy;uKEoK(HGTzMzj^Zx^>c0H)P;<e
zLYF@3?#)UX7^afaQqG?p%r9D7)M+Z`ADI}IC>E=moHTb$74%5!^6Y)FCQWW#(t~=r
z`}Ijh2Re+Rwrr{j%>IE}bHS~d?%lf=JpA_c>(`Bpezvc$?x|X^)N}7_?o_{J`Iqd_
zr%yXjS5Y_zecBseO;iT-22wh9iyvNDFCZo+R`KReSmj@Q$vvrQ(w-8^D>t`u@@_sX
z&B>B7ak{U`saZ$Jt59wkW7a$kF*0R(a^m4dYJYEa7$~oj`-bN|FGKkHSHEN{@eJua
z^sIA(VBp%AoAn<meZ<Bp@2^!RlZ95~DXTM<f5gh==Q18Wro#KGt0s3RaIEpw{_AyT
z>vsxuXG@){?&D)?3JVMQd3ldvpUt)o2?=QlW|yJTAX3z34lZB1R8NvR`e{OMSla7z
z*_8kpe3N^0$)n>fXZA@El`pPc-Kp$Xty<pnICJgH@VysrjtzdB9$Y1}Elt0iT{BXB
z;Y7KEy8y48<&7;s7RBCEBcvd`dj0x%Oiav=si~HLMN8<Z2Y5UEj+9~2ibkk7J2}0(
zD`Yqn<AH+G95JPMbL*YBa{x5W`6&InBqVe={eNX$ym(RTfx;r}IVs@w_vL)OlmGs_
zE$|^0Ve;XiwS*q`e*DPI$;sK2q^USsIu(;{Qff2x9v`kY7uA1R7z@S*kfjTja9iHr
z4+ZdCS4nG|e0<Z=5np3WJW^0lIO7*DTZQ32gbk?~7?!?$3lt1y`Cli%ibFwmL0O&v
zyV>^qeRIlpm`-rOP1e1Ku(*GG|9%TXi*mSd8c-ClhN^prjMJyf;-f$<R2u5PE(Tre
z(UFxvNv~U4biuJ3pv0UD1{BRv;SDSD7`5;00}+(%iyj{FFR!^fczsb<SC>t5Y6R69
zL|tO|_+7!1T3WYPZ4pj|<hCO5b?29JS5KI`wspN%JoeIN<nEs;%FtH>WJZ|!I@Y<H
z^gX7(8KkzZ?W=jS?84>COF`RA@vfVqq+DEktJZfubvi8R(52<+`P8E3-a`~GD<~Ar
zXGTh_1vTRS1Vt=z?WYgLeLQ{ov^P`;9$KDFld=<A8L8-y%)EPUN)o6Aos?f%+MvC_
zp=EbQ$s^p_QANdeSvgTr!qhZCh9)YQ<-bA`1>|f3t{}2T>D**HnGs-6zTN&|z*eAm
zHUzt{Y~DPnurcfy)YtDXIa}U7Je=p!r$)qBRGS%SOO5&G3<)Z#A5JX9xMlzZ*`jtq
z4sHfv$~|4NT->3{sQdhw>a~^#8IN=Uozy2QH}YCRWGV8VNH#lj#_b<nhyg+;2I4PY
zzC3H;hevDzjY9o1=&Os>1$0)6+W!zhkbl=Mr4`H^DpTb_k9%j#0;qT_Wl$SJ>O~tC
z$fjprwT@PwdAdTw$cZZrazNTPdV$ohi?t$mX0ur9zkI8zSxJ=dlyRoMnsngaq=<c%
z%5*$&JW;#I&|xJKH4B2m(eK~C4>Tl(Ksh@rn||c#hGypN>bR3dOO{im9B^AP{_|dy
zfBgkP|NP8kyTj)%Uo0dQvEax!;n8TeE$K}_{EtV=X4Nnvcd1YckBXFhJCyyh3-26z
zd{eCde9{50A4Hfk$TGV^wpIe+urHO7={43@m!h4bLzI`{FHcd*rCq;1fFe&GoWNzk
zdU1~tqdS87qHYUMJTQ+#+($Z+=I3T@F|TKUV8krnY#%Hntl&yu;DG<aY-}*6e7a=!
zc}?>Bc-Zl3zSt)U7ZwA6&&^J?U=N{}{$1iV)|jFz0*&qXqD6}cBF(pJeFPeA4b9W0
zvnVgFec2_v@5Fl^n5y^pJ3Ru^O(oB{@M|nY!tVWpa1(D@{qUpXAsn*w?V82z=Z3q>
zO|e{aMgS_JL9}Ddi^sa_xo>PYe|=Zz7$Jj^&}6x*s~|?v=lIlPa;4lmo;n3m57SSk
z8%aIJI|^*Ilc2JlYs=jW>@O-dh{sGb#A+5D@31CvL!wD{%$G39ZD#{B)W(|6|FE!B
zT#<bx)q8YF)%pLX)~LN+$Hso9(aYcW{`|3&v3c(vGuImpqKPfo;?qVqTGYiv+r{Ee
z+3=FYsca~c;-7kY!g3+nzVr^pAQ?=R&(91t&*24nW%tEE*vbo`_CQn0?B575b6~nR
ztXU3%b$<WYtKAu_^c$#XtTOIHN|OeFse6>~3R)|Pnw<ZBG;$K+l0nAD&!5i@wdU}(
zj&(RCj^5jQM&rCOaFt%!`9jrL-`PnvC<=kp$5!ti1!9=8&b3QK`q?(8X2sZor%McD
zyu{!<St^Ob-LM(!?hA&lv6ar0(`t7)D2UJc`k#L){pfz^G1?VaX_h6W2stv<7qjio
zr@>(Sm4u?ffvUPo+b7HwU}}J5nRku|uJi;Oq0WYFJHF4RaTno&WX7V_6D>qL%|JW$
z{Ew?Tsd~3Q9(UYh`D_lmUH<`L#W{yHP~boJCVY&-ju}n`R0iOiP|goQU6z|2+D9vh
zr9AcMn7Ylc+1uC0M;mC#h*gU@kc6vSLszETi->o@)|s_P!ph5zH7G7BvVkbpoVW_*
z@mAa%u;=}Kmcdl(q4!zPqI9zRL_lheg>VSb3`#t+?7K>=C10ZkY+_~g?5;`rK9o~8
z(4QEa-)agGQQYqRiTYvncGQump#%0nP&yH!XQ?#*U*CgNXB(3=iBgE|Njb-&R@uGY
zljaRsd*bb3=4!Jn2F;HwFt4VQ6`{i0KD8U%plD*SH`|;?YQR|2(J_;$;_0Zn<%{b+
zdFR@7wn^GIqRzU(#2RkRQ3Q=Po73T22}qFJyyV7TM?RN&8)4In*hrkxLW})<s7ARc
z9<+k)%!D{db^@sXRBLDrw6+nB#g5Q{OTWEX4bv@!sp7=d4Lqq1jiZSuGqmQU@^%#W
zREYXYMY8&xoty#bV0XYvN#5+BfKTJvIdi+bhO4tAw{y$J_>4#up94D2@#_R)ot-Ss
z+0fC6SIJEygzvzC14A(tO-<SWcH!o;-QVo%4vgLC=nOOEsi><{H!(4B&%pyHvj#-P
zD;_pwsg2E#x7y%f@-AfK3IQ%I1xN<;({bMmHsPs8cITzYwsKfjf1pMTVzFfTbr!l<
zMn-gxb_$!6?4n6~j6~HIVslLbfmbe)&0oMfpvO&*^`&60C%tkh|K5vQddqdT`fG9b
zpIvj(SUM4(Y@g0nf9^F2q7p|7q$lZB)K)Ou+;*MJQ_saFiai!rVp#gWzI#lMgX{6D
zY+((wC;=#G;Z$NOm;!XEXX|HgC9dSsi&MIPy*54=@2eqe^o+hP@%_Fa^Fo$*m|(l8
z)FbM0({Y3^RnveCox?jsqZ+!*U8l~BexEsA5y<0pxE-Z3&#qOpsZR)Fcx@P@v%t@H
z`p4P97PdL*5x+|@>&e<I7#`u{)@T^*;{M1s*ESlyGhR?%^~WWi06{b5#DRhRwu5t)
z$>JMWIK2*S(N$N@_CX0>#l)lqaxe}DEg5(yA__E_t8X=C(BZyE4Psi)?C2NgG^SR1
z>NrhB7CMyANmTC~<S!hn{#NQYKW)h_cmDm%9Dp5hIDy6`wfj`<Z_IQK$+GzLxdGbp
zRVprwPGGm^E0&j8^SErb{G)9~X+n&wPr|^{8%8wYlt(a5Rkq)g=CBtw_~Gok#sr96
zjUe`Val2aHB&+#$^>qgpwDzu%G17#ScHB7_^1kn6tK|&V+$Ii=m^436jGOsU*{w4+
zt?3QYoOfnuORs<N(5(wBi?}Dy!y;_-erBRH<ZWV8=j&Qv%iSP)L2KFTp&6xPM@t;o
z4j7>R{p579{Ic@d!<jM}JK@}*2CKFF@NaGETv+4KRZ=~hS!|xs=Nh`(>uI6Ym+Rtr
z?x%K^c04T+2p`v}{A7}BRBtFEDV&kFWSceqw&`n@_Y9<-iCW3-uMdMbvZa{A4#HY9
zzmdDP&vjqqCapHbE2Z@koVRme*Hp|*5Cu@7j~G~QV&z40T2q0C-$`3{-C)}{4m~b@
zU^^-9+CK2Q={Nf8s#<P!ZW1zRoas7M5x7PzR&&Tt-DCfTN{acmE2SOcsqy8_Yi;68
zmrFLc9lR-)8t+dx6|l(B2ROL+qM}0Fd)#W!?jg!hJ)F6r)UQ}bQg3dnHEAcsP5G`~
zoNf{J>$tZqW=-(QyB9co$4_df8|l+?;h;nx@Derdix9WHi{i;c+bZq)1U~5_6qbQo
ziX6A7Zlhhsw{A_DT7Sgw=FeJ8)<o=UmYjhCN0VC$tLKhe>vMk1gk8{gj5Br?uVRRq
z?h6nzrC)cZu>JLS!a1)uH;(OnM!To5$Avg#sKP)cp+rW)FY5VIx&|@ZiOGIxBN<T#
zk3biR3?rk;(#~^tFH1zmed-#qF)4g{x5UVl!@hNFWo<#1_i_3rXhsWjqyGG5)**nW
z7}wO-KWX&<8N~FXX`DLs0Jalf|0MOiso!*bjYSS#L<TTlx8!R~*YS6XoUKFZN=hf7
zucW=Uof>Qrq0Js<mW><fgc>?I(wS1`JDZ@l?y2L)L&@PXHERhb8q^5Di*=?qvCwm1
zK@GPTh-hYa$R6o|)Dhu)v(fAgrPm6YA@T&*HHP-tz25`RO#?7S6F`?u8LuT&8INaD
z#F0{HxFc8UfX2$r*Nti|md&zgV|usRTRkg9g-Zq6@5h^Ld=o9BUFdvvVz^xw%8w2%
zOZEmB=qhCYA$G5E*?E1D(s4SKUrx@1Ob2Xd{LIYEz7Q;Fya~4TaaRMG*dC#z>%lI0
z3&@};xC(CXanPz3G7iw;iCrV@-1{dH?(j&*=?G~g=AUbC+b&~WPo0B3xoXXtCSbf=
zz=(<d21R&!w_y%~tR*j5vDOMR)&QDuvQAnucJ8y^$`f3E&di`j>ko9577Lq}r7mBy
z^$A2*q8JgT1x^z!=gVLoz)x;N@Am>N2sCXxmT(kE6_oHH!K@sz2I=YP0*3jiZp$u0
zkKfg_QCV)!5;aIIGKnS&xJk9rvV9O>8umn}5Zt$(mDS3wEw{QgixN~-J0%y|PUHzV
z?4mDTytn~$CMBbsehbzU(>943M<=JO`A#c`vGH*+0s&Y9Pv6)sRbS)}LR%dpBO%fJ
z2NP2+hYyrx>M(G1LChI^@iE-rkV!FE)G;u+&K9SSFP0G<XUcaC{RXe<{rB6u^K5ki
zK@(IWwC0LCrCI>Z?Ak{BjMuMU?_RgpqK4JB{B|5~J0=K|gTv@-nL8lYF9@%+;G2K`
znVDY~D=%Luh$*y}$_D(bn(zBQ^R#<Lbo0~><{x9Q^Q-chD&9Ugc!_?an22j+v68?5
zF0ZBnNg*KhMP=ntaBwZ?T7hfXlaW8Dg18AdNGvguIND<3d5|m#xD_dQsW!mV#Kfj1
z!4UVJXwnUn^@us(MbZFJV-G`vdwX4^%xY@AA9y;M3|r;>N|JRm(ur&ei2zKcnHW0l
z4(0s*^S|6p6(LKK8fT4pPbPqX))OvhEQLiyWJ@AK+Hxk=2lzD`Y*@_m%;A;r`)Nds
zCCc9R?WstdRM*zlN`Ev1SQqp9VGc9<km`N0>fG%cc~!_9MvdJG#jna*oi~!HqPl_q
z(ErqzyY(MEemsHc-H&{ON`5C)@56yi@BUoBQ{&geRpz>d6J0Bw&Bb;SMh2<1tgMX2
zyYujy+*8jN4|*;@j=m#gDACymUCUg_ZtWPCJhP`LrBG-7*L2?bX=g~K+^rMG&YU?T
z?)S@6J5}!_vNfTVW{A9Cl~bxb;VE2hTACfq7vp&deq}QXl-5(n(~*;q4T(cRED$gP
z5k4v*m;pDA?xlqG4h$s2N$-bv2=gM;$oSlrwx1wnjWDTY!IV%lZ*SB<k)$a6O#({b
zTFq<pgMdxsrh7LM#zatee%*^JtF<8m!&t0*-cN3a>kNc*`p41H3^MGHj(?1e<yemb
z7b1NW70M8HIks0)xRwFnHiIXLpMAB7W!DJ>aP<{kUVZF+%ONZ(q`yrwlw=F!uGqt2
z#k1&x$)+U%vyLt<4Fm!_Rt!ltE%yVjGs@n$M!7(jYroHADx;)R6x#6h8c8IBv-eEk
z%+#nuK^<Tl@zLRom;iOIC3BZTNm9f{p=YqCPYN&(<(ug5wpfA5MupixCA<}TqS(O}
zC=~hwR*HEjY<VacZ8N^eF2s0!VI!#y46U1)DEW-iHM4-Q%-mCN%(C>%B_hv?M%cAU
zICP~#E++*Q83#2be5>=07`de+TLo``?HNJ@V5lT!fV_%TgMF6Xc;yz;C&+~msR^D{
zROki@rFW^t*s%OZq0QIB!YGdUKrpn0DHm=ba)~Dhd(6NhBKd?n!p3b0bEs5gUnTVs
z=w9<3zSR25moL1Cyg|#UXgx{U-wLdSAlnW}$pSIX<9jJpr=U|nmaT^yFXld^2iLbQ
zp$?lHOf(rH=Rn(0Q-a)`y&FL;tVDpIYs{MijB55U5nTrhv3jj;8RxY{3cS@YlfZV;
zzI}5f*^BB)eK2Yep#;?K{rlN5S>KQ_3SxY?YyVA41B|NnFp)oA3klJ^uy|R$+u9bU
zH%mWoKv2spo1d{=!@5TS+@v0ALRhZ+_rErh*ArI1h!QYFv<(uxbA!T0)Bp%!ufj!Q
z5!tApSjp`igpn$I`gFg{@_OV_kp3EgDu)!223RBqwlnkCBWi1|Eef~<H9?)Y2?gDL
zDMWlA<}@xMhH2?%y@V1V_8P_P)ouRA1hvCUA&OVdPVVc)Ig2-EOa5n;P|1T^;Snok
z|Ls;g9RPX~0Z@(Fe=;j8%RP409;U<Kjm^lqefn@4i=-G@LM*UI;sze&U2<|UEXzY5
zVFIGay>8w6jRFXP7@%lx#SxHz4O_Pk4E^D_1BI=0s>_FeavGu+R7}1#Tg8+dN+)!R
zUM|LfMAey#@~g)jcoTd<5G7a*sV(xyi<U<M1c^#Y_#lLW3H)*j${yjVZtN$??Dbqn
zTuCmjXGMz`86VeQKb;1rV5btm0v0Po;w``ZA}&6%8V+I^A#$11T5eg#A#UHH2bj=^
zkji#Wvb+_76)>wV{(Xb(F<v`p3bl0-)cjR<w<)rC^<Zx7QN(^wa970V9-(GG06(%q
zg(iU-RUbRMR1(1>h0fG>f+c4KF&dP_F~2sqz~&}&wINYm7p32>4Ok}yA_XaBZAES=
z8#j=ORfWVBr8OWWB?aq0160ZC!?O#Jk+b@9d}rNdC*Pkj$gxn(?t2PFoOAxXQd;7C
z`esc(&B3Jd!HQVs{!bI{Yl4|^A+GCt*#b}RmpNj;Wy6L?Fo2|oXJB5y+;MN4xaAI_
z-uU79CB)#0sI!1PPoPrq>09pSl{=Xs)b+TNFJqUew9eh)5zic&!2NE*;>6-L-MpT*
zZe|O0abh@<@}V+LqdoS>SDGItpjusiE)FY~yrJf~FkaPc{-v%_dD`1vycs;NRevae
zs?XGaUMsaZC|dWWz9GxT*so8*ai^4LSIIMz&}gK@xm^DRKO%qD$<3z1KMaejgB9TV
z&F=Pwk+j7fJD;0<{m{A#bct`{Ml!Zl0!Gp7lxLT~xk8pRbJ*o9{9h{k+V5Y>K0d=3
z;6vD-sviC$E%UCpaU-~?Luh@(?LTle1)YO<tq&!FOfw^Pe()0v1ojkl!3@P0iL&y3
zpgw%~@J(>QcHz8=C3Yb>=8h<Gu%gz$c$K=H(t7(%&(AFKlU~;YY>a(}@!|Iw_tr*V
zS8F)2sDl1v$I30{tbr;C<1CCwthw*`rGNCE0E<hun$JyJ73$e@t&F|%FaT6NAof0f
zM*i6HF)O9_#L<!t7OghErix{PE1j;%x+vW>JW1FVndZKL91&6Eb^`Wc7je$yk4{d}
zppDLMSt@w-TF8Ni*HifP89`ORmxw45js5+>J<O6@;Lw!a*A-3&g(xcEJtaW{sc1?z
z;P-7VD|vOt>#w%SH!`D7JimWht40>dv-S5B)>VCkk3=k*B3D@*mjZY*o^cxlHy7To
zg*THN18?U2;AF?*a|Zcu<7i>T+%5g_YPWkG8z-lTq@<)`DcR2{Y&GVr$7VL~R18F*
z^&J%OX!kj|`Jk&vdslfwq_1(m%Ua_3{SnbJuu`m%hI95%Z>L_VlKvgb<E)B)I^`r8
zxRR22I%6Fd4LfWzW&_E95;YB#&+Qarqhq^ZMhVbrM@Ca_;g`$clw$DqlbCQMk-;wO
z-FTG|<&IkhTRbTr4u|;^)I0;?5Cdnp&CR&2NF?(oRA<wYdXj)97*HEoCofOWDs$yd
zgAoOH3Fzb`I59EMlw%DytpN#x&p;C()z|u!@XG<I*Uc29@oief>_8>}!B%6-my5P1
zfL4-MnFlM`Je=bIjC3M{FI%y~7IjQbiA>H9e!Jj^Bk-0EY(z|8lC;R_p{#|G+ypoc
zRYDJT(Vdi(VS#ugO^e|xk)RK_PwPs4GKb$E-pduOasM29l@J_5QcXz|kfe=Ni(xnt
z>;<fmC>%=+Vy+~?*<gwPrMs@W`8rQn*pfnZWNUNnJEet8%Zz~g^Q@6I%I5IuUH_6%
z5kpf24VmsqyCswK1`=>qxDAs0oX7%lJwd8~Q_r#KpFh8Xem4E%x<l}cxkw3J2{S3i
zZ^jx?#(ucxcc6aer9tOUKKVFsV*`20r-pZhmT%(MI0DzD35;_BAUg>IlO$~q$#1Ka
za~!s)ve^+CLJ)z2fE9|hN<5ti2SpS`%~{3OHFqtn`tD&sl8Emb7q;_23h@S2M6{Y)
zcC2O}>i&u3*stW<KCtHJ_?=x(_A>hD79oS%$-wj55VLPY647m>qqRtW&z=*wE+a@n
zj2h4qlKH2m>F4m$Ons0<%s>^6pFc_|)Prc6YhJwpIU<G<ldp~)pCo0%P5tzdO>}iU
zMBdEQt89cL6hW=v32@Pfe4^?DBkD8K^x%)go@<_~lbwnpvgt8yic&GQ>i6enA=xrg
z763--vJ<yqQ+#=5jteS`+<AO$5#YBD>=($Cn>KASZx}&b1<!w+K0iO}p!jl$V>syD
zV6;b9mS4H^XJz8#;Gyr@cRc-Aa*A9;I20GbqC$LK*jT#Nt&WFCh_o5GKe2<_^w-CO
z9;^QF)zf>wBz9X>f7#DZtAW9ITDNT5mI4@MO12RER|M$wHrZpVS`qK~fSN$3f>IUx
zj^uXs&vKE`z>N=pN2&fG@N3~&-*V?7U|j325-*rx_f*><z5+M%5u7_aHR^GQ1Sq&H
zUuSRpBSBF`<pz~N4folnB+rGBpLo`Cye{!BBHoQ)1Ytumpbxctalx)w^NGgW3Jsx}
zHDdE7hzRm^w*Dbx!fVNVLzF3g{mx@?dS4H>{g*8fBCeyQ@faXnu`dico=%hb8a5~v
zb~(-mf7|uZ^uD#0rksW0uw99IPs~do4w3;5%jE;&LosMU3R(=biHJ)C6)8uK{f+|t
z-gtwzi>q*nAEs#RyZvlE!<3^WIe&g-Q0`ZHSJ*fil0kc}X^H2_QlBXufJ|ab{$^3m
z!P~X}s|}xD_r2$3*!Z$gw|fZnqkn+F15ol*_1TVdeQ%<rVfFS@km)X^6fCg35m9S|
zJ+587`VMQyuC1r1CoOgt(z-40zSIBs<Bv>x3Z39tLW$T9c%E38?Ovegid)woA&Pex
zopGVVxR56-Z#a<jIAj^xaz*sBj{u?w7(LCrc<B;=mVyDur4ER91LUL~{{H>|#b2?S
z?^K&RyNi*RYWVtOC8dAT`RsrAmA3!guf%4xkD^pcY;6=7436(L^@baq@?FxKNKp;&
z)z4@B2J)B;+SPmx(h=Q$A<KVi9*GkksdVB4!*EB-%=oXdx)j8>h;)n=2BMN7-D36i
z?ZY>oGzv#RWMm{n2D1WR6b({i1a#9=0m}_xLA#z}OhBLN?8*Sp2L!09i#qi;e8WA_
zCcBG;3teaX1F(rFVc`;l9?T(2(!c{qY`#OlAp5Uu^BQ2RsQ2&n0Gq33CVWOq6VaMu
zjWs0-UQf7dK<dk;)<r`r*RJ(@ApZ%9aSD_vi&Hx&`b`K=6WYn!>hYtO1{LWf@te?n
zkPJ(FKR<{KC3M2Pm2U}!E009jbWMH5TNC|AbY|J|<papAHUQMIb266XMf4M_-1x_0
zwwDk~kZ4MBAMJ`BQs%yT_3C|;bK*tgRlYLI+Al{X7rp{45_(1p`!IaHl+7Y0sc5Ts
zpCAkK9Of1IcN|MthMSvwSo{Q&Bk7?M4MMI59Vsa&+Wlz-U36G;s<EinPoSF(yn7sk
z!5_U0Dnbb$O;e#ep_dMTUT8wgAqgS#*_v2+Q>;-JN3!uho6a6Whg9f#l#)c~%O_!6
z<UneRgSN+Kz3qVKH{Uv^@7}3^gm1rmTdkbQ>MS0)X-HRvfU-Zshr<ZxR?s1w``-R_
zj;UbSHVgA}GZ1ekU?2=2ZhBwz>@{NVaBSQd`=n*_=(~|H-A!!lyI&ipL~}@QNjqDt
zw);tLNP=s!FtcR)9Ri{PQm>s}OmV&moBAu%q85-=2EBor<vyD}ZyhaN^HcNx9y;Hv
z?#C($xWVXY`s+f#*lj_54UAV_yWh7D2Pb}hlKkwGo8C+R5mLSM`ol|>kHtK{bJU*C
zvN)!=4Bsxg43PDiG3>4d?ut8!x4V5;FY=)3F(DgsG(7#Kg)?Ku5;-KG_!pwjZ7vOp
z!ZC8z(!yW`KzrsI0=Np-84Q0wF*d`4N0Y_xR!8NpTqMN6%wZa2jk8^sV#qrIsr+1A
z3T2;#`;n)ymXmmHR(<&h{$Anl9)PZ=LBEmnE!cGdLl^k|`IX(jVROE|+8!QWHt!O%
zTQ#f6t($Yn{k=HAXWZ&*%A@Jd23M8y<2=UmwlrQI0?$M@1HV00Trc9W?9L=@!g0~@
zLs1**IGb$eyw5t5*}%|v0?bwVwT$m5dv_OboudA|Tkgl@<xN6QU=2#`A`9Z%DKHWR
zQ6Svh-p?~cR=?&`JlJ(Vpq0up<*r-1!AncV=6WELchg8AgxjcUYw|L3PcJ^mciQ?O
z*Wj3=%e$H_wgdGOdbOP!9@c)mrJSkPYa@YYdg3iHu6<g>!`jNWxbLa+=WA%A0G8WL
zb{B-+96#*F_fzPgmz0smnc>BOdE+gacjv9;+{eGZBi&M1pYhN+1_6GW5J(|fh>8-1
zjuN-FV(C9rxGI7)<G`ITC=WqyB$WFwTFKUsP>|Pid@^*9yf+nRD9SMUT8HEvKLikk
z6gv7Kj0-g-#47_jNK=409YAQ;fdfXrMOKtYNMa3G!%wictw<zlm;Eu^s_04BrbH7Y
zSqzkm0_$?8p1?q6&UAoOYtZ9hW>nh%qpP^)exizu!#=bE`Xikusy@i*801<##CLtg
zhVFJ=0XNwzfH>;2gOD>C%l-WcxWz_xx7s|re+-r^c~^);XGDb(DpN>MyJIHQ;sJ=T
zZ&CWRkd26(ggy=cU%iq*`%pv7W(ps$K`{P40X<qNNdGs_$@)yH<SXF=6!T5L6$_hA
zO0NlQBUC41lr-V%SpX+tyL-3`;&Z)@xHGQRyAb#!y=_F&!{$*vNrO#--TkhJsc^-f
z?F^13wX%}Jx010VIx0dW8p^MYlG22eTTjBnM4<{|=5%N9lU^#h>NXfD7a>EPoAbk-
zz3PuY-a?5b?V5bNWU$?jV6d|<z{ec~Hls~ezI<tmlq!iDp^nzQC95uOD+Z%#dElCD
z2_!lKB%W<8gT7E=B|&uKN1Ssd*)l>q$?~>)W-dx%qr_}tq}+>&+Qz3*k&vc+0$EK!
zK;RXFJ%k!FK2C*ZMsiGf;OQ_pY7%6*xeo%~-i?ioEt~$bEs*RJT>6Y>A-9E{`w{RT
zvB|Qm<)K$%hkFE+Lv~{ZuL(#ceFNs2*uhEe8*yBu(RPtIW<njR^~1MsPw>T&XV)PU
zEn7-mT^%Nm8kjhV0@L#$TN?o{yK9iuZLUqeIEZ8nNpuw2Oclat08cZ(zUHD4zjaZ4
zl6|f^2qu9p3fB+M7LiaCHsHK=4`4{L1ur2?f-41r5k=|*e%6$I_IU9y=tBcU6C%j^
z&QBA~`}fwqe;awrYu4o1Q$8p`G~2r0@d33T5}Eh(=WxOi!9;4S$t3)+i`-v$1oq0c
zoN`g--Nd>ACYkv9?l43vN5(_!U-hp^^FfKU6ksnzyA0$@^3B-2RY8{5s*wz|A_;gG
z)<Bzk1bf^TZ3eI|=&G~Ouf>p5Mr(y8vA`JG5?2mc^+p2w_v;bXgK;C7&d5o`U`P~A
z7s8+G<d8lCBPv)hE_@HDhPWd{6GcLzdUE<pqyy3=i6Gd!<>b1auf#BgvY}W~w9s!w
zn)yhCO$&*T$Vv3|u3?wfg5LETft!nwpm_>;Uob4{2?9ZShibhW))o3N2IB}7sZzoK
zQD{$#iUyi=O|?-N&^l_-DGx;xMtjTe@^zYMKEMksA|^&4CAzV4zPYab8nP3On(nh4
zV0EaE>e(dgS=&yk@0Q!A_M-aoV@L588`oYhGR4ry0ydF~5J$T5pvjkYP680@#zsYW
zBTRhlPY)Hx+dj#*`Tn@J<MElZd*?GoAG*9V$REtTs61;0oA`&Li_<ewub-8&@<Qj6
ztk^?Foh(W;0VZ!+_hh+)NJC)e7~J_>NE81h7K_ZRG~a&AYhgvOa)Q_)6sNfM*AwJS
z3@8NZvxcBmpT%1>fEGRBlVLIEwwF8Pzbj#3#1Q6^BDw_BfxFNSc~$N`z~cOhR>>C9
zT?^bKC9{>XUj@-)wCxDcMEiDgO$Gfr>+E#ADQo5C!^j@IiyzF2U|Wx;sXp~4z?Jl9
zOfa9K*}xiwm4?U%X}(N`2t*9D;CBxXuOR#i*@*nIPEMgM>ak+%oNVmGuqDPjFV9ju
znzN@USM-SR(hd+ORa(9O!d&0i{ge-4a&mGc>$BKUP9#j~+{VQQOx7-*=Da+3^#QT~
z<m=Y2e@F^6f>prVxA8<+t0)@b$vtovNuOvEJhC5XNe2{9P>tlhUP-r(SU~SJsT&qv
zLX@gC9UTn?MyC$(&KqHNB8WZoze)B-Wx0i3TER^E07zC5YRSIw4oWEdQ$`r;b#pvs
zvNI7eb|FgC2DFXh`UJr*qD%uHx_9@G7G;FR(1Jf0=}>kOB#MVdmK|xsf*Nase3>^i
zyR?@_6cx#)J0<IZZV2>$E{dGPO4LA8nReNEFEsjaugTazaSlFJZYJ$2+-4#5{PsOn
zjm+5LOfvJ#({U4?gJ}iy^W{kP{HqxNqKV<^MRbI<o?xvGqJ5XxhNMTTu&^`cyEn`&
z+DzL%|M~MU(S@qZAmFFqPlVDzY!^Tijn?O-0Z|DEA_=v-8T38YD3?}v_iJRJ^{wPa
zO;Q}Cqy}1Rpw*FX2znzr5hEwT%So3vZoeKcC3Q9yfhe{>r|#jdLkdvFNvjq%QCn<m
zpdMNYWpb3NSJylX0gcs@gH}I{P+cW3{P=|lt#9j|8)63x@OS~P)h8<hI*UDa|8@md
zty-0B?cw6036{k}!+e@rV!V6r-jk$CVpk^(uhY}hvTvs;TzvPCbr-lZUgmJ{S(6>z
zpXQ+2uO*A9QcHRgSU<Wa*pA{k0#t7Qn`{9qy*eadmu|Wdy{upS)H4bZut>BT3x^P@
z&K*1Tc~>ip^nU#Eh)1MFckETAc1OGMRP)jr-lV4m#Y9EL&%=WZ>*N1Gr|M&{man8O
zi@bJJ(G>|G6IHU=Ls5(RozRa#D`+Xn?^A1!F6*BF<3CO(4%EBHihS0`?d=y)s)YVu
zMAmbG%a!Vpzz{pvCN_w0Musl-L=x96ooF^h%ZhXFYm8#mJJKkFU_AXcpE^geZ^y!d
z^m`co-Vba^1GMo=A)}`!pns@jk3u(r(d7N$0P`pC8nt2xN?-MmPq%9Q>ySJ6w{u_Y
zH6ERl)heR<5s=jvyi1*hFC*^s=?JO)-gqAqphd6EmAf|tQs$Y<XD@VI_2Kj&EFEbJ
zng;ZxPPweCf&~hkyo|%5ohg7G61%q`qFjYDJNUgu9499h?N`((nv#cCOJapshWYv<
z6IdeTd<DeT6F`%zySuw-{1>8j?(STmY!AX$^gfYVqOor&1d)~7xy8g9ixyF+@cf8W
zgpBo8x${rmrdx{1WW@+IeEV22?TTviVNvfBGleUwSg15)J+%M_vVD={jfoSXaM^xG
z%MTU}qivjlbdViE+uK7R_6aCYIRhA41!-~t632jC2DpiN`8q)sA4F~`l-l&~k_g3c
zetv!i%^pPIll}FrLSh()J&*?4#u6_V9l|@59z&V=HaVH^cTEiA8##&Y`d!FvK|t0)
z3i1+AN&PExQAVR5fYJnZV_q58Q&1d9C*MYRixhKHh)+<#kKH8QG04KxYud^^MoreR
zi5{Vg*}c!)q`Td5=@%e@#xXn}6lw;NbLcuiGeoKwu{d8oQirQzRE}+Cx5EzNKai9d
zlkMjZIShw32*A3e=`4N^86A4=E$YiMbi#V008we^Tna<p1ya=6EIrb+n5LI?2-qvw
zi`%`!cquDX5ylBEf)IIX1XlGPYMtnkWI8PW>)Rz*H>to21m(k@aB~;rGOSLYk`Gu>
zQ5sTwwl#hkBqlespGM9>Pie&5N$ZA4);7*2ZgYF_k|o54CoM*(vYL3kP3T}HZiAZ0
zQYEu=3@aaI0?5S^NYN-lv7Lt$u%1a6fW&kFrac^$Q3+CoUdyqCMq)0KV_Sk=_fO4Z
z))Dv*X;K+jG>arW(OqHra&h+MD8GdzN*q&iBX@f+niMWb8nEkbQ;8<&4RqL)Ypuz?
z-|-m(_hm2tort7_dLbJVj|4MsYk}981r!z=NJv<6&T4yb3xXGcg}GjOq4!`MCl<5~
zsjH|o0*eqAfq?lNxAAHUS^k9&18!(PJhW^MYi<U+GdU|Ha*{OHq28Z>1Lt{YHRy^m
zfmBkM4rEhtgFJxgs*JAGto|{ms7X*Uw~CtoaTt|JA^i|AcIab*pGX`FCw~A3oNb7?
zckc;OXjO=*qI+HF_eT|oAfm92vYi|U0ax;-->>hAclb5`PMGT`bn!<2YMw>yRt9!=
z6a@4OFsi`R#az;WPD66V9v)NFVJKQe@MlQA&zy!fFCm#_@QDGy=ir(!+dUV!DErls
z|0DiB!uHA7rRY>71(9KVZ7wP$g>|FwB?mh(U?fgvAbA4CFN-M8PLlv10rn)&_0*{c
zTcK3}IsoPe8Jc&*Yx})ikoD<tAW|}dc!R+>k7g6RQYgCbhjU;++z~M~A(||azqWwZ
zaD}}WT7F>s?P0ooT{aV#FWR#bbxpjE67>sk=GU)Zq?e1RUjSPag`!rW<p>WRqUWA{
zy*cPgwW^*f2uu(dC@D$JqasF6A7CdU2eP!~ScZ&U#PU5rDXt8F>d22<n}P7+_N9hR
z(PA-$>-hI?-!faLT1@?u0Dp-2#6~olY<7Hp6^p>v;?c4Ol0-#|8#yxM+V$%$=K0%i
zHZ7%a`FLVF5t;*5@FoH0P<#cUASYmmWBVt3Ex@h<p5!f~!!QnbI%8y|;QD}$k;Y||
z#@?Quorns|@`*>lmifDe7PaKc<;zxB?P|q-@E`z=qTLzCH^jOlJOA$4g(Yrixi)Xd
zc9em)l!6%#wi35y>L0_{{rVz{oYtb|>}cV9zI_qI4&~jrkvU-zSlOFrrLl6b=n2In
zks-v6-seWvTEKZ%C!J4>AkMm{^8a!46DAC_;<U<u@%LD7MIp84Kt>#wkIb#u2n>lD
zNjOn;K8zVHZ2T|;^R`DZ{pYV64U5}B6}f;}UuA;XGXVf?Llj&vIBXqv<7Dw32&E#q
z4N6?i$kK~dMuI|rP^1on46<z9nv7I~y4Tp3ypdR<0m{lo-@{aT#^_K#z=b`JY{aY3
zM-JIK4Kea3U|Vm3mr*FE!aGkduHMUZ7$-fnV7>9sFx2#njEou!n^o48bXZ+uw~6{4
zF4BUu(a@V>7xV|fSv-z)tpWHJmTO$Xk>W-2k-sjYm(8e_7x_rdkias5PoGErB+k0?
zRV|h!kmVC$rmK*~6ikq?T(Y<k6MILxnQ%wu$`C)Y!-|7echv4-TC;us335mb>9z%~
z7(g}CE&H|X-+54>txY##(s_0**3j7AAwT>1qlLe<DdtgQcJciHDtbbbFxWFlUhuS<
zntgkd$VoCf=oAC|h*A0TzDw493dQn6mq!T*`d0*+)v_}jvo<7u`@wYd@8aFh&HVXI
zb#rLY=WMHAPw@Zo;eyk`lERIo)_w|G1m&pYx5h$(U=Yzs*POt~N0&iUP|Nd>lSnfy
zH$j^b>03ZgOKK(R-#34>Ih@X^(<+agFSe#vSNfr+_`fzA@=xNuJmtiKBHRfgS13v*
zMq3P<BkCG&YZ<`^*d)gh^0h(B4vBLTW@h~mP%RjHTN1FgE!t~}yv7o0rdL(Xar;LY
zb!fPqzgYP;JxtfN-#c~Hz976APl~(cykX|43sio%gG7+-L_Pw(nSuP=co<@X!nFJ7
z<O>YM^5w(vB`rh+LggmjOjlkE{d%JM{Wt4>(=AbcZp>aGtOOubG`GY-wRu%LJRhs~
zw6L%rN>2D`R!|hf-xuRYk3S)s0blA~nX9$`^uNx1Zf!^nA>UjDnTAY%-YA(1I)=rq
z=_?Ayg;oz;fpgDhY#^p4>KU%=;is|~v4_z1_tE>FH8g1IW|)xf6%F5POx5E>r5#)v
zn;EGeh;1(7k@a3tod$BKhRN^eY+qmlq2rK)Pg=2d&=P56Axx54YcROTA`F_l7ztZo
zqd;v&ivZ3eLXNPxdZ}hMq{Ui@`lKg%&Dr<R#o#dobR_-LC!xLQ+CRy6665IIj0!_e
zN<vQqKa5y#lRWE&W5h>7Ibz}D%zz6ME$3^1pJ-wkH{k>5pN68?e@EBEsn-@mVTeVP
zj)vJJ4&e_L68sSF-SnS>?Fi{*Ds28jG)HUm0@e>`D<_E;xb|rDBCj#VcTyj7<ror7
z<SZ-rx#Lit(A(vP4}kU>lzNMk(;`BZHKnz6<LO;fLVti%{t)R;Lt?{ls&sawn502D
ze1`S{(d-KgTa0)VwUX^mo5m*(5z-;1h-hT3DAUf?T5wCkEwE0pxqW>y1oY?gPeXzD
zKhf|n>-PM&Xm~;R4kqN30rVLJs(`F?C?NWLV|W=#R}nbdDb9|wrV=4E@dHTD1RX<M
zY16uO4?cW2MOxxCFMToppE**-IR%!oFb~kF`3I(y*2T&lx;gsK{f;)}Jj`&j3ZP<)
zk^TJ&S1d<L5v^&2HV|*qLWezoy<<UP<S&3d?3w4WxzX)2m`*@B3krPo9~FIQ7%uob
zoC%UljGJ~7{B7;My`=Sgty<tv!0bOkkYY|Yv}LG*Gq#Y;z6u8#a<LF~ndn^TBqMU(
zxi)}S2O!1c7*Wfwc$=B03s`Yf)FPS&%JBBhctde9u$_+GV8v=$+fO?DREtlu;<%m!
zZ1bcdFaWy_W?ETULCc;pDESpHPy%yzlLaPZn1HSvsn#9ySUzNaiCeu@fa>LZ=n&q0
z6L17rg$d?2?jg7a<*B|O4TFt{lun>(@&VJs!Xq8;AR{A}UGWIJvkaM7k#;3%KGJpo
zAmC=si;Jn@_z7Y-uH`szZ|Lm>5?jXVbvXn%H1rO>2p%ixS|nO5A)#`<Ggh$12w%`B
z+{&%7ZtGU)-IOXu9-kb$g^j8ov5PydvmUdkfnR$`W!UYQ*Ye@hC$qV>Jxn-iLl>+~
zwTY(68;0`AaR3m^lMC?#E#O6RP!dtg@!ab9v6W_wmfp>RU*88{TjWQP8krl9O<W|Z
z^UtYd&MVP#4?rqVDTj+9vHVz!ObZ+;Ws%bvv|<rOVeP2`);&msD}KRyQga3iD1{73
z9)Q@Dkcn*JBM>`2=P_!B3PG>|M)ruql8;QFm$3kmQiFl+@^W&p3&A^~OIm%Gf5S|w
zCuRy}N&77?{L&JVv_u=6#4Hl4#FYQ{yfVO6s6K8Va%2L6S%bu<Fy{b+Q~<+)m=Hnq
zW?<I#T*YI@lA-iqz21Tg)AJJ#&ZUVLu?az8x)$Ji&=p{bH}8tvY)SJdjLR^DSX5_C
z{paFAZ*36xBaOU0OR(~p&Z5ZR;5%B;Kl6*y2ORj8XnNqq3}R+opeOhr=o6A@Ry~SS
z>%C4h1%Umttbus+&twfetH$91DIhWLM&4ck*MEW?8n<{ddkjh8fYdtsy{8aNA?KJ_
zyopM}y)@m5K-J#tX!-RSLNsCQ(xIWD4}kQgxDiS7Jb{Vd)zt+*y_C>laFt~BSh+Sd
zd&3W_IdcJ3cmrzSR-99Tt^zs}JDLwjs=3CZ*q?AM!I~zMONdBK*g`V})y1Te)CR&-
z!KnbA-^heN{%v9+Z!J43kQj!SoZbQ2MWOVY7eqO*2D%kb%{JOep{@@8M;0E*bu<K=
zL|%%3W=ll~?F~rWA6v0@JJG&|CZ{1y69o)jR_z6-@d^g-eML{z+}j&mb8FZL9U|z6
zBj{Bd0d#gL=OZ`^qX}YIG8_n^J-4pME|1nLj_NnuTr|K7a>N}v*dAc255khtg6;*2
zVLM6T#r<X88yNDPy_b|Mvg}X|^wIHVo*c6JchGI$Uj0{(9zDVVn8Ue)OB~mZ_?icT
zVp&y%a?>V>?m=>*Fo>dVubTQazrvYs#JA(7zQ5=R6iyymdb&I3Qw-8e2zE60pU+Tm
z5ZZ}rG4Z+i5Y@zd{r^W1^`X?pjT>1I$iYcbrQiSFMwS&hZR=qRzD(vDrXJuV30Fsw
zG`DKBw6>q0-wgUPTq=K|vYDSv5?;Pt-p>duF%7joj-cZ$A|^F8MkF5aze{_`9bUZ{
zG9fv4fXLyH2MEt4r+HT85i6glsHk)}SS-(49;XqSc=z*=KrbWmgPY-sf5bSVg!~L$
z5R79H(OKA!2-7<VD)jM4Io~4WD-uATkYk>|aEa8d|KFi8p+d!N;i&(pJ2p7!fgIzC
zddtGXGVv^f69#uGrk^wnS7eNLqVz>hlFoEkUT@(n5lR=ZkCk7q)H@HyrJTlrZ{W=O
zl4yR}zTc6H){Q}^K+YP+#{P|%d1$?LLp;`TAhico<am}Tz|0!jG1wt?ZR89=G}vG&
zqpj~vkw2zQVBD-d>=O0wZP1)VVXWQ=k(=42nvsS(vL1+ihb+&R#@};s|0{@)H-RVH
z=H`H+oqB+HC6LC<dHiMTzjkV0(GMW{1097q$T*P(Eb@Nvy!nP&-ykhvBN3vJc14cN
zBe&$B`Lt!8zC=y3tc#HthAes;$tSc#lVdscr{t$PTtu0A$`EGn)F_!JJ-3LgeTD15
zHdBNb{syK<1{}Kh{jML-TSye3=+L!5fYqp5*b>QkEM#XSV@VoILBuo<=rbCJ-@;<s
zcfiVKsH@ZvUBLvE!8A}UhP4IggFD0tU;BQ|AU@XsJvk92-1283R{Ds>R_Q&Uz_atw
zDA%IFoo3HaY_Pz^&^X5;sJBO(Z)|KVj7k*Lo!RlN5c{b#0O5R@tEPp{pXuYO88CDR
z8z3h-kvI)$-}L@;m2aFhhR$lCn1$lt$P|w*FGbX-6L@(%H1z}DFC*f{*mZk_-4jbg
z{`?a<BGPP4d?d_I?T0MO%(~k*-KcN}4aah1wf~ln3Go*)DbeHf9lwQ5nMgr|ED-G)
z@QveZ2P(2Fs9y`(08my0$lk^q#^34(B$R;`AeMFOK76>0580uzd+01h!^-iAYV@uN
z(A0ctME+Ae9yxH=6Sumes2L)v`1zmT#5fDk{09knPjwkmQ&Mir7F)77Q1)+`lFPmb
z%t*_g^~v;Km?un$9G^yZZ^Y2m>iznUMU}Ps9Wx9zJ!$rcd&`!vt#`-XU3cTqIITYG
z&)n<&ubC#a{5DSUA$N+y02!y^M%&>Ya715R9}_AvJ?=lFc77`FNYpMBubr<I*>|(C
zmp30v&CXDwF8Ofkw_=ASE&;6|e2)osZ4@b2pNl<9umAg*Ie#y(d;HHcbH-O?OZ+1{
zu)Fs$A;)=vY7L(+N%|e8BPgRFq(NC66v!4PeDl9a(E)Kd2o&DnGwLkvE0KV-n~@T_
z?fm67hu?cehbSBT5lX$z9UXG5X(n?FP0J}}pEk1J+m3qi+<xx^tZ~o>l2C-5PX9zp
zH!V*`tV;)c^!Dvv*?z%r!<NzN!9MR`m$r+A%Yrj?K<g9mP28;y{a37RY`#^sP5EiT
zD#wt21%hH!l>eY8Oaf!PMZQrM%NHjUp*Qv2HiwdjXmK=b7eQAd@R1>rUWmMfHH{-@
z`f--0@<isv8#@0FXYRPUmQWWjUYxoOtb%mNk=^tHj+aE%Wzf&1Y_YR{l__s{W34sJ
z+1$Zi7ULq0Nd1%lr?oEut8s1HeiAYyY)VlIrJ01Nl+3M4(kL|1KuA)dq-C2n8L~7O
zifERK22CiNG>hg@hSH>r6{Y&mYt`%D`<;&O`;Xu89>@1-=ULBsp8LM;>pHLVJTGj#
z0AyK`t<*Hb{)Lo?q;2K#Rt;*kdx1%IRc*h(4dF=qklrBkxeW%Ps^mcz;80{G$SOfl
z+EWv#V15hr8p)v5Y|z!rP3Pi)=80=jrkbHHYqWr(`(VVLC@a_`y>~jD8-~?yyFpfn
z7a<^W!VHy`&<mP|ptXRZp0I_)dXHfRiG-t~x;NMknG^hd(C*XcnD@bYC1%#DliD0`
zE&|@3;XR)fgpd(-9soSSJ~&JLV;k1a-Cr|zWD?gdMGv+{THUrN;+l943|g&R`TPC7
z4RK^1N6Hmo)8tY@mdH4-L@Y;sM{5YZ?G5Ic5Ur;p*aDe+Bq`5BA??DlFWQ{#$VR;g
zY2t)|0h$N7A?Oi!m*m1o{sYsdH9uE4d|<LQvSO~kTmqa)7sSZ;j^Fojj=JN5rX^yU
zH@d^`$qDt8%s)26Vdbq4r+?K`y5nnHUERvJU(krindzyp@arZtxZ6Q5Rp|pb77bi!
zbLIxUq~KWx@lepNErSCE*)0%>86n#QPp1oJ9ZMfhk~p1)pr_4emM9yX6aHOE5?HqW
zZ6BWVLXa~WYbN>L!HIJlC$Pw6l<`Zq+_hRDrZ#O)Vvw~?;aqg@cf3CVBy`3tJ>>8S
z=g9wQk$26>xk5!B;~+RdVLzxPz6eqE(lC*bk?8n0?Zr;&R*<78=q56kjKB=+0x<$f
zbN;`Rf~y_;6hew$EC|BF$q$Yw&mm8-Sh$XeT<sBcQ^5J+1h&T<YI-Zz*%9ZtYlQtJ
zWAp}#<fm2Q=LPlUcL*y6bpv6`aGA}YBaz&&K-acI{V8FV4|XyhPSrbf7O%{&C_^{?
zYKGLxYft9*Ti?qq-)(x=YGc>#mY6>+Q<{aALLUJB$nO2;5pbiivm9UEI)RpJ1kxF`
zUOQAJi{>74NiF?_(`vS#8$ke?%O!xabS8oB#pxP*Gy{%Vt>>1!dI60CIj$c+e*PbJ
z`7^*KJ3e+K592Hfnh5&PD^O6BPT8=`rgSDC6tX}k#x~NBEYOa$&J$yeX`D_!!x5DX
zCrb@L<tiP>H4KSCjeU=#`sr9uMx6PFyCKZdzfwJMAHEPTOw~bXH$r)c9zhXa4_lO2
zV@$3;yf43@%i)L&pI8a&J<&}>eLU}yY?Bl}A#lV)VQ-Da7N|+x7fMdtz;w)e;B#O_
z$KsSrJm|kD-w~!tww~izN0@#LwlTW=m(U&xLrrY~Ej4+QT$)OaT9)z$3sn91m9sIr
zQl<za676YU7ikd&i11L;kph1TD0bx}C6C*T1dcBI<O~mTfcJs3@UJJM%Wa#|fn1e%
zKyIJkt|8ZPV$C9(`Iv<wXIU!0{Al>j&koi1m%n?47GWvXcJSra;Z%U>0H%}U_fK!g
zpUQv9UQ1~(?j+o(>B30(qpn&6k0!}J1cb$Cju0asjU_G-s^la+GA(Mevrx+=!^PLB
zR0xPTI0~{r)&M$lNjZjG(|;{FoLofk88>laB~+>;xxA)H7NvNb)OP_2zjT%q!}RoM
zWpkOzq*90agfwaZS{#h$QArmAzawJ8lHC#_VNFub)2BO7UXe5o)$zOI2(V#=NZ8P3
zAfi5L+;PJ-NqC%_As$O2QAYolg89ARS`%%G)cIGgEXf(erB<PlfkOW3k-`20UO<Sr
zRR2Ek*2{ry(%GeVpP$J!#Nj~?4o{F&_MjJ9bM6l#KfZXA{HsQd7xJ?aMww}VJoy_M
zLiX-XboY<JgTvRNM}Qj8PNjC>5E*Shg!G>Tuv%YmW!N>%2EYo;xi*Q2d?#&4G!BFM
zGQ9L80MDp1w9&mll3^Ng^7+`|^DlRRoYm0xLBeU_h%%d_f~$bvqe}9w`?xSAD=a`X
zDLc0y^#|F7wBI-Yv^jXp;S@K36~RE@%G7Ci^}EI+%Hq!B@Li(7`rw3t?h%8>t`AaJ
z)*z4~ViAVbPHC*`K<!SpoRS1#S#j>87sDcg`PG}Va6~0cK_d-me;ZOcVxx57h^y-G
zeEW1PI=yO2z;$G&^723Nl|+T0m^VP#bxFtU73e}-O2Wyyi9<?=vxNxOzKTeR4QQ8j
z?F}RU=oV`90o}rqS0kcmqdoFU^6Qs`B0wo`Ks__6Q*6963&MF{Nl1NcH)-K51UaHc
zq!#UYQPo>0YRUgj?a-I7#O*wc3lETaG%JBn;@Ow>vIg<;=@n&689x(^<B~x^RNjp5
z18RVx)Ynh=2>i+b{KrKIwrEPw)0S8QjJu^gCNQkFU<^C~iJY+!L{IX`fXbiD<x^DO
zqlFtN3G)xtOK%aA8~HI=BX6LHMgfo?9==s6LR_#fxaTtf?0|e>9RINUD*6u)k|sg+
zZUNZ^hrBaL%+2b>J_!3>hI?ZMHlQ6vrnBTtui|aSG90G9QZ@&btvm2REq(hGbnr<s
zgwR2w5RhByk$VL>fB~wl{szf<IMN*xB>87}qK6?otxm|d%R|>qJaOt&3^eA5S}I-v
z3g#r7@PgQwAFtC^_|iUyYG!F!{Ten37OJ213x4~%*Q_}?`-H-dZ3hB=-u=G5zIOBr
zDe`~Ts(dpHMJQ%V^ZFhdUf*m<JQ7_JB2TkAeDQ<Jam0H=NM(o&NB!SM$({2?LrW`z
z9y#>n*n7EW_3$*(0-!fWG#8vXGY+_<q`GSe_AJqlb6JKa{7X?KTY7bwP!L0sPc0rD
zKbcu*s?kpX@XKv)pwf&WkuJPA8aV;oM1Y$&^2BoZArWV`aU?Q2RIZku9g9&TSuC_K
zG{7^*Pq40Sgel?0jwk6Ga@h$pmu(XA$=+Cv%ep)Or)vi;iOn29Fadf8(tSy|?VWF~
z8ot|KtPu%1LF;qTW4N1*XmF8+3=lW6^c^TBA$Bq$l0pABBVq(lD{9rBfMyy;121f=
zO^Jt<iyXd6Mn55nxNXAypbOh?jTPX&Jw^Bv2;N+U#}z$Fs_<lQqEjth+XE<RBgnJK
z@FrBWNH_KoQY^vE1X2@<aS8Ps$3uOHM?b&lvP!U`Y2pH8gz7R_`x*B#lC06tA`^-{
zv|`9rj$0|e#5rRO6)CM8w0NPrHHsMd{50q=n4-dd0&SD(IuN+<x?xiGQnC-XaLDWD
z=NvingfO>;Y@{k_pMCFNPmLJqGYgHo$49cuLT|<+_fl6=WBA@4Sl(%W;5i#%7{$X*
zoM%0XBegk^k&z&XV@?T#a?iMQ!7~-{R(p-c_&P0bZ3W2`aF|T5{aMQa`^cKZy{F#q
zRgb-!_)_igKsu~BcUA1oDSKbKyzJw(;4`N;xc(`RjPWX9Pb3AB(a6-IHLHUk0i~NL
zj6#Tsrc+{1eYy#dmb*KBK#G51vscbJH*mA}>!9cBvh!Vv_uu>*KXV)s!|~YN$Y$4a
zT+tIYzM%jzblyE&&G{_i&`!K%n02NjwqFj5b-p%Br_gHa={x~}{^ej)@)fV$`RT33
zm4GQAs^T)3lClCZ99=`Yv9WwGMZ7WV4X)+uK??%tG#rYExWeM7TJfYUZ=8Qgx6O2#
z_Fdr`w=ZYrSzIV8j6z2ZL<eDI+dl~Z!ZzKCyuaUT1Cd{ekPIlS96-(Wo3r-c0%+Ne
zbjbH2EnPIIX-Y|1=pK)P>{99VIll}w`Iy{sIDg3502!_ftRRU>M^y_cWr&|d<9Of+
z4oI~hd;~{~S|B1h;MhHNsT(mT!kPMI5KB<U%HQ)&u%3P3A~A;rVGuoB@f*kZ3Z|x~
z)(r+8vk@jrDd1@TZCE}()*<v@?h*OeuYF&*4@)aZ3=6n%#Ob{F*<My-g>*+t^Dwqj
zackwgSA<1aIToWm#pE~-brkuuc^Fl8J0xmBgw8NmB>$ooLEgPG&<&O|=q@XK{ga0Y
z8p?(QDzGR6I@DsnZj81P%aV@wdE}W96Oef+3LDf4tJB2sWWWd}VdC{cME%^yf2$ox
zZ+&lLpexMc$k>6PViYUNs<KShMany&3iw+`Pp<P~6z~31Qq`H5ynyo6iu6vlk}=?o
z=)+?Gr}(M=Rxwo8JGT7L7rUfUjB2(Cn}Liv7c6+mlgGnc$+ivKHkNs!lmrWdj`|EU
zAgpD88#^;xvaqv*ZD#FH|BrJ_T1k^qbx?cDhSjo<w_S{>zGIzv3#?8v7-+@zlko>4
zKP;aWs=t!|5uwnCZK8r=S-iB5-5a)L0n?5?(BNf8J+!O(ddW+>hBy~q5<NN{{m^R0
zBbhV)_~7e#;1o`!PRduv^^z=10J}av8^tJ3%Iw>hGWFEhvmhdAczmN{6IJ$^Ym(PK
z;%)kRp(@!4S`=v#h;nt!{fQFSJrtM~4)=f|{}?R~Y^$FLuH>{M8I3hgEE;4%QmyWS
zOF;^y$AVRVC-S<7&Pf}prPVyU6*7^nFfP6{xqtu_u!=#h+FN=A#&TeTowB*b_@2Xs
z3z6P&j3e|!Ak$ro<Lwgg!sL47h=5wC+5!WCY}9t4hYTt}IB*K(<%fhg=#d~}qcDg5
z_Ve=y_`b4)Q9!#wLvKJ?)+>3Bt}%{rZaNZ+%}4$=NWh7Df$F12V<W2kGVrT`z-+*A
zmHWciydLdZb9<B|jpG1GzJv`UmksdYyLXJhgRjrkJ>a$$1m=k^wZ4I{`b(l3Xc|<z
zHW=@T4P3MUqQi^WfjFYp+83746e)UxFhFv3pNi*k3RJ#z-|#G{Rp<fG7X3<z46o48
zP%*mdbixE*eV8V1T9{r8{JGc7<;L;lUvgpI4fTutrmQ<o$Z82W0)M6xW4jnefc!4N
zo?VvbT#{k&(1RKU)Gz^V`SvwRA5VO7qN2BUf0=S%Dv11uf}AikwQ5B7H}CxYY}CNo
z)vL*|x2--S1r)!gwl+B=%{ZOH+rERyM5qsB*uFTw1kw2bC)BQ`@gyC6M}9O-^Fs0^
z;;v5_Wg}9-3V=n6w?E?tH+Uy7c|Da0j5!;CZtxo(q$&xW1#pjW^LAOqL#R26W|z%e
zT7^emju}Waqzj3V5l!;B5DW(>oQ|P5FY}T413!-<4>aIfw-G-?zKoXvP#XW>%NcSI
z!7vHUPd{k2T}6>ZUCN4&bLPyUAdgc>+q3(_K1(Hr-M>u>Y)!DBpeOaS^+vsn{~skr
zB*{mqc?BZUHvlL*kmew#!}2QU<&z)gox|R-4N3~Cunpbn(41N9(x`o<$euW0z>zQ0
z-64682Iqo+A0Qb)jhBgOiM{oRCa~PeIsEA{Uq0Dq2#9{qiWfv=k_KVv61v|-15j=1
zBKs^OP8T8{srR){iUC|Yi6#D}xp*(697XAa*hD8mU9wTW0&CPD+l5#3*5YQ*0i38-
z-;<7JZn>}R1FruI$luAc@>;;DUtf#ww@X_YP}lCK+1chjpu@fJb#2%K%Ew6?;b({m
z{OFHthsgCAT0LiB%PfqxDr{rXCteI-`f5ZaD!q(FUBx>N4EBuj^(1k0;GB<xSk=PV
zJ1KoV(92|>1!P)scawrZ!N^9_pPf1NhN5%t!rPvh-2h`M`T^mhAiYNJQJ6z#J06-V
zd>?XebU0i-TM$jUB$zI<$UuHi4QRbGn9G3eB%3#7B5CZ4cCpA;;96MiSNQlnYePYC
z5mr+msuAPxq0{HL*$W4=aiG}plI0!n5;FC=4Jolo2cdl^3A=Ex{zDIyc4?Q+IV>-I
zcW)w(KrKV^JL(SrB_zKYRE4%Wxn-Erl7gT^E^s)Duerlh1AVzI<c*4?fT(6+?P{dN
z6Vcq)S*Hpo0&{FtQ)J~OZkDt!kaC)mVI2+HATS4IE2{>0#w}cqrj2+s2Ol6?a%rhi
z?7CUm+p_w<|M-EdaeipRvb$iqYI9J(E1Fd{T47-|kzvEGhHo;E^MQ{C5j_;+k|al0
zSV+|&KQdi%s>5W6Ta<~zYeAXiN%=8IxQd&Tv{6SE_#Q%rlb5KjC!wC6=pKuQSg(1Y
zW>YiBM_H;w?L@6d&Ry^zQ|SQJSNHQrRan1xhDh@!Tvfktjceh5Lw#Y*t8_Q{Rq+;>
zWku?PBNXO;Df{s{l^1Q;yfyPk{m#nKub0t;NPm;gL6Rj=1tWdq@GVL_;X1@YRX+_?
zV0E;&IFIT^)3lz8i^2A0qai7YDQC}}Zm4J4qJz`!tJgzaFmxS)Y_0yL?;jf8VP={(
z`0(LF;xiI~k2s~YQ(?=iaA{)h&eRm=b?2wg^}RZai5Ag$JqFvW0!?{|6nUCy8E+Yj
z!{au}d?*YtJpj^Uc!<A84E6o`SMs`Eg6P}&VeUFA`_TxN>t-H$>ePp7GY*UqIS|eE
zKKOhRy&kd40*p%lnE;@@3$rFFei0<9lX9S3LRQNOLrtQlX89Y}ISm0!7K4(02Xr9C
zLhbefkLnKO=dEa*Z76@Ro?(YUUXTUh2eA?*X%b6>7ql#7ScNFCCt&nQ<cAf+_Q5%@
zIPcLyhv!iU4dgol)U7edn(<xVgy;G<<MDql<i}I#qG1}OtbzAk#2!?71PZ-^9lE_P
zAKN$|8hac9Mwk_L&k3awM-q95X5Rl&&QFwa=nNks!=XA3*WsER&{v?+a~QO(TL+^N
z%>E)QyrSbdhYfDJUcz!@Y45AZj{;c(S+G-+lQg0T+}tU2SjA-S)!S5M{T$DhofNa_
z-Yv3~rD~4M!`Am9vB2b=bsDg{Ms<1spg`_Sz0r0?k;CMHA(xzr8KYcgbt3D^m+cuu
z$XJ9qARu-UHGw;fgAg6kQbHcDHfxq|a-*N8xX2vhxR)+)z$a%N`~2-&87TlT7_VKj
z<bV%GCg88Zy*I}XDJijYV}GFjCl&*8<an}|WNiTs)m68@nDQ4}3o`KI&bm}ayMx^D
z$s>iR11@fE{vdcjAv^C<UL$6}_%@N;4oERfxx?{24G_)AkQD9!i!;1Z_BK4nSPmCO
z?lhX*edM12OrUB{1G>ggevqF*8^A09%ziQF&BleG5Jo@OqsiY)l04x}2&)852pyUN
zaPG7AK_n=VvQ3c6gXYU{r9*uc+mQ3@8Ck0mWnr;fn=vBsJl3F3<@UvUb&tdL$>8^F
z-<aw!Xsy~_zA%H~l9-q{qdao><Ip}eLqo_F*o|c0oY}L9EsonFm6%+Yw#dW#2QRqa
zcyKGXWs`a5Rm;~e(sqz`>X&s^+S2bPc<2j63a`GUNk94)gDMbrfJURAp~*DA=8m)-
ztQ{OpsWSlw;3L%}c^>qL`4W@pR@4|i(x-oUpheMK6S>w{sEi^d*a{aQec4XSh-p;A
zg|6az!jd5td$l^rb8&mT&)7qT3L~`*K|p<+xN-V}gB#`|o)^OA3V+f}u|&I2GPI&<
zG{r$B#d?2uRO5herrtcKXti~}SgX73*N$TI!+Vkb(N(mypt6pFoQYiAMma9$s{exL
z{KFamtCf5mC5Kcv@L!<n5?%S#M-^`b!X)7HpwOxs(V16Rd5pw6ZtI2VeEa_Tqoxs4
z6ax75M=)1Tg^voBL}R6TGCt6kpW83`tU81J;n<B$_(_(<@BL?Fi@F%yTltM?*JTee
z5@dRXKb<9nJG|deYjE`V46|?9FPe#d*#^6&D}MZpvH<r*zMl8*oU|}x^E6SJ&|#26
zE(+qMR`2l5Er9bGp1IfH?`)}!pD#+g?(33lkHb;B16T%uGsqVfq7n?72w?^c0I;d=
z6g(+fqiY!#|K8sx2Ewo+(cyNGVoX5E<<UP(QbSUTRH^9zHh*hc^Yv1MXi+~=#_$v&
z_jF<|nFhaxhzfz-VSzIO&6+r`Zf~m7_1E=iZ+g~5Hq1qBhPv~6TEp=kNX9bvQpcr{
zfV~4~3@i;;&B;-J<Ik`aX`FK6sz&#J;%wGBs<4C3d5Y&gOdVWUOd}7hvltp}mUkcW
zH*+fd(0|>2jOXpEb;DzjZOM-KACMRloZU5;q*R9aOw>D|fuPVCXYC=i37Bh*Z{OY`
z205T*7!)}qcpZT}gka^RBFs-XF5;K8=8}Ap2C@-JkD%!q(!U{`sw1`xy-{V1<LXL+
zcg^}6nihoJLuU@F-nSn%F)pgZSJ}UB-$ptX0V9HoB@cI>yl$T}XG);nK|h>m4K6dd
zzsf!~74y0<AIZJ80p2uZx<lD5@Q7B3LWX}yO9*U*BVH(iIAKWYqfs}K@@(GL)Ysrb
zy3GD%5`edq0l;rq0mAC`MwjO{VmVO<K{L!X;64ck5(hovP~n_%EJb;`n6fMKcZEc>
z4cyM5D^8kZ4H_oH##7jdl#oseKQO?rb;F;a<zCKAvPKpZ5kZHJartfNdkeh*|DCiV
zNDz@&ZA<W?ssVV9BOa;BlW{O~;UW`^xgL(=E-=Aq5E|F0un(Cb37a5LGXoMuCrq^%
zcXLSiIM$`!qZoqz1UktD5nf2ONFR+d<UMXTVd3zn!<#b#U2jTHff?Q3=?z+dF(j+f
zlDxjbLpvwoD3Pj3nnFA}<P0qCKv$&pYN{ga54o_c!FOiDECEUqm_ZMn93k)>0(NJD
zVTP<^JqWoj@V%-Y9&c8yN4C3&-)J3Ky7%E7uLI6g2ABk@GttWeTJBtUg~_#n6MhuL
zJS|vHAiV@~Db<kY!S~p9*3cpqwSW4@WTIAf^%2VfyqFR;X83&I^YtA10xrJl`$yFk
zpyL3hF)CP)@-<iSvA3RwXDSAWZ(f4Cmk3RTEfJETN@PvM@4VKXo2yNVejsXPFpm}$
zpQIHqd{ak>i44+lI|(beOk^;gZvUP3=`2S}>>mrF@O5Wr9P*tu@WTjw<65<W*GMva
zVBkPDs5R$6Rs{q?{kIx}5*2tZWW5|(7HO-|;+qN$3yMgZC>Nmt&;%TH0Pw$l<qssg
zv?sw~Kr?w$52QHsDC`&Roy@LdtD~jB<evC@ZcbG`6bzl%p`uTR-|*560MfgjPT3%X
z?8xZ`_%geY2~S^We-=d~wL+DLXQroZ#Y1UoYVzN`1-J$E7ik&7eiJ#^wsIZ`zM=1#
z6-O#6JP}S9a<mPES)xC26L%>s&HG7$)cANYaB!_B1?TSWy){WJZ2RfU4&Hrrq;Jo)
z$Z_*5FO)w}oLnP%WChULIQvUDQn+%0&n^dy4>Pi_$*uwANIrC`IO8MGjH*eZz7|*^
z9E4cN9zC)7FMnVC@P9Bf>eax{k&NguZfIvRxJ(obrz0i`%G*6P#lT}QSE=>1kYah~
zC9C9FA07;0(n%x!36o}DqIr9Ge$c*E@5X{1Ho{s(+#@tWNoqvBd<@Mgb;xw^6|hRZ
zdE7IG=>d>T<GGGa`<NG&#26k^<(>Hg>QI`4*WS}@Z!-#CHbH$j>7`K^mWP@INk_x6
zeQu`JIq^q9<F+l5+WNn80<Mzf_0*}nGYyb=(acGQ9C~7+5%B*ct{04I`5t!H>`J$c
zi{84-tHkv@5+kz1u~F<_C@aPGQ=%RaqjeRxKI}PWe5E(mPB|m2_2957#g*xlE)e1c
z>x=L|8VrZGNSP&a5NP@g-F~7cLaZNZykZI$^x-Ag8}RE=Uet`Cg;MBb(*QWc@p6C&
z%HMv{Cz`%T2D&X<H>|ztIR8Mcs8*X@wao~WB&3Qcb^Aa{dDus?3{luN;#X0BwGAd8
z82r4ra&R!`qr>vu1%($Tu#T*ru2L~~xkvjgS+Cp+T>*YK#aBi@Re!o<>b)heE{e0J
zzIrca`f^>-g(}at79JOVIws$pI(rR&@VWk1KL*~k9}a%5k|^HncE7U2BQ2;P{HurN
zjrhuUA4;Y)KWc9OfjZw0<BF4y^m`mS=%>gRZJro`JR=h3UuF;z>*(mv`9@K_9ogGF
zS0f-dOo-f<FL(W1f@%kxevA52r@}vG+&DvY*vbJX(!?0jz@U6PT)&USV$pyhxK?4l
zryNFF>2f%iE)h0G_7%u*>B#cZ^YBQ=!gQ<OzXSpXoRxl(=n=^;TUPf<NJJzWO$J!_
zk%e)0I}i@W#KP8DLrgQc^V`zLZv~_FC(fvKV6=YhtCewr-vRMIsh@|?82U8h8@i&o
z_K7=T+%901i$sEG;4Cv!0Vt_!YH4yHdIc6e`2M}yh-9#rx_2lU(0L@dT`n^6W7>MR
zU3FDPJYPzRceNJ0#PwH=G8q-J)M>_Ozmw&T)PIvC99h2u5!Vcil9G}V>eBap2F8ug
zw&)>Nm4B3gPq=GA7%s}rm&t8dH~HMI!0+xye}5oqcSG&Y4I`tef`Z|wMTm|nxK)b1
z%OqL}%{t!vyu6D*y|6fgYEa&nKl1Wqk!fo|e=kZfvXSYZP8T&V^!%Wo>^RA}UMnl$
zMoe8|j+@iFYu($CKpF!rAl}ZMJ9o~^6J+1sB#arYlUXzip{dE_yZacF)caeuYz8h`
zLH6O4MU&bTZ6}gUXLP3P0<e`YO~X0L&VN=}YqV=!T`b>b3}9o#`&FlWx~tvAd$=rZ
zC);WH%=t~tYDo@uc00k8C9D?Ng2g6PYkjATqt-jOdfl<=s9CdjwM%mBoeK;<{yR>k
zMNo*^+1a&X>|{APvVmY8n=3)DIx7G0LyhEv&g$WIw!3~j-(GXk!}QRoQD44%GO%^F
znDDS!WmIopZuem`lHlU&aP!;e`-U})G%cHqFY(={f3;!D#p!tMdYB$Y468NWpFgK1
z++*3>+h2(z;#ifq)xkM{x~77~=KKL-=!DI&cDExHl$DkF;ZN{RsfXw5wt>)FhjgcZ
z4&1Wn?fjIbDpPF>9E$=Zu{ep-L8=|negG(5>PjSKWQ8F(^hp2E?VS_)?Q&nLssA`$
zoMTcfRaMnB-FeR+eK~ajsiv-DZzAB*$Q%JoY=etgmaj*ga&Iql_Hi9wq0f(r2PQ!n
zg`{&A5($qtC#HRa1Vc5+!QNgDKrrTNzCa3$;iEeZ!cF-0i<_B5Yw+s0jMrj0NjabJ
z^PAd7y-B4+oLgSdOVi9^?4{ruP}nz2V*C>21cwB~u3%)~P!z0bZkwYUM>0jmdKn-!
z0tiU>y$GQ1p@Un0+;#zDhUi_R&G?KpOyu~-Oq@s#lL-k4<f|OnU01i2Jg7NkKo`sc
zn<Y@94ba<kUISn)2{c}6Ct<&r059{YoBz7FkDrlA!)=TlIWh|H7$*!huzE60RyB<=
zK`e$Nnd?3`T!GP%Ln26{MnFNhFuP9=gfW8035}m-I@)*w?#7omFPQj5T~L9HZfR-h
zU7!bX!ocI0*7uah%(|E^6mn3=Cp`B)_$`)Tt5;Hhhx<~|b&ZUwb5D7ey3{JYhIGde
zB<_CVt7vl|SZQ_siG?BXj)=biPhvtsw1Bc16Y*Y1C<0Rof>rmgB|k492<N_Q)5qi=
zEwZPhvZL=f&|DTMvz1T=M5AF;_qvUp|9FqMBJ7W1l9CohzQgde3ViX7k6?TU_v!&-
zfwBD6C3~-<Y>Gss6ax}FH1vP0JuliSq<%5Mj6T3X4QNOy+APhkKcV+dN1{R{7WEU5
z7%mD?3vszywOi%d%QcrRAftwl#)OPV<&I5<LfK;%46SK7ZC%|`3~x?GgIBQI{~7Wi
zB+}_L;0zYYGYoF_*>t|!?Bsb(%OvMIx1wq#&qlI_12XPfX>mX`*}>L!2M`ZpId~6z
z73Y;3SvSLm?vJfQT0%VDK#)Xk;s2_`38KG;Jm!#C5iB5LFzfa8F}(b6ad-5l%gbmW
zLC}DYEO*htOk!o<9c*umxgoXc%@je#eib(l4bj2DQ-XBU-_I`$k3X{e+c#HW^6^#c
zghtq}82+7B@b1Vdp8#N_G6~`nfxTmH#W{I?=Q+pe1DV^R^obxU=&WB~4j(&77O?tK
zNC0*_+p#@ADW@}uZ)Ir(Yh|MzxIXZs*t-qYw9&zX2QT&$hB9i@D6%)3cSk@;K%Od7
z#`q9!BrwqIP3CwF)U4!h<=L6Gj;3B<&2_$QV=CwHD~;K}_2;g8g2(S45HOcJP#gs@
z0qZ}19zG_|D<{Bxj7(`SY&gClzNm_3z^EE)AexB(DB?z&j5b#IlRlG)5Cm2PYfP$g
z_4iO$2QMiWrDZF=?`UH_W6|N?BM;xq{*Jx$eKEgeTt_1KMC1dF60S~-Eq6>QOF~vw
zwi`S!hS^TCLUNNsZ3ZyvZP^iYy)~evAVwp4XWO+-X#JSYMMl_z&A3HkVAJeEfO_i5
zAF<aV#3(~x-__tcDe5d<^`E5xYeDpbE-4lflB##g=Z!M3S;%%2iuxG_Vg{OHxQ{Yq
z5>~P?7#G7CvRab4f)L1p!p0&7?n5uo;4Boa8}jn<dUKW!+(aD)j~j?8Q3s1`6*2G_
z`Xy&E08!+YP2eG=vDtCsmcp_Q>D<;$V$Sb|KkYbjA__n>$^FFr=J)U0j`GcXf$tlN
z&7PX77Sj0O?7XZy2g4-r6%4u*HYeo{?CqyR61(~VdG+CZ5!oXAN&3#vGjaJu;1?`T
z6Eo+_$h^Q`Vj)-{BWRUtMOkgky5l^f-@N=CSJNtYp;--wzZU7|V3!;qud%k0a3ADM
z6QcN?*K$`h(<Ffy*x=O@jAkL~v*xl#;6blJ9}}#ZUbIF<Yo6QLwx3fxRlfi6wB8$s
z1~(RuvTDKK-R8}yHEDWctDsVGTX-HoK_n0-EgBq?G59U(Zac5i=>6hK^WQHw_zZ+U
zj;26jN+9cI2W$~4k;RvNe97a{8fq)Hbl(bx(nJ&IqLhUbeT-91UYI?-vf@Ebr(b-E
z!xhJE2p0eN<`_m}MCm;xA!rH(acdCill&&N3-0yy^hCNnYZC@;cyztm_M(c+iPtv{
zO0n|uiw<n;QsNz2s!<XYPze?$-Yl9j0(*`=d?u4KU;9U;c}%dGb?ME9J07i1_R7T>
zTpr#l#u8RwLZB!hbAWOrbu3QK`o&G9cf%E~zmig0XL)pe--fLQ(>=$81Wlqek718r
z1oj(FQUlb3)9VM1FN>*sbn`R5W%A+Xd*f~k3`ZPhUKyIT$q(XhD9l`Pf0p&p^~gx>
z|9<=T>VqN{Z1eE2Fky=kbirdk4<%-C^5tb@8dh2lKMrQvS4x{jt=<@DZW6KfMP3`K
zOTTRGoBP^B?XX(^Nz*Y^U%uM)DXtL_c>|(meCk{4aZjOS1lM}ohKBvu+A2P!-CXb^
zaK6l&*uhYwu9OugRO=jy=aCqCUe0L}-r{Q(#aX<q9X0NYi=S89-EqpXWC&CSB!=(;
zIN_`sWp?KF8Cb#K55LmKd+O!4S7f>I^7xGNJJ9J6T>CxZ$!E-kf^ZZRXciQ%E^7kL
z$o(<=4_>!-L?_Sbtl*7pk2%7=Fc38M;HI!%9?iDN9zOTa_KCZ-d&HNjf@Ma{a70`k
ztfH|g0wGVUh*FGCe2WWYAFGvBoU^6iz|7L~Wr=uDzJaGs%|6!d*rJgl`(iNv)d;jr
zxndp&?vN|wzgdQ<L<XRwb-g||u?>d3C1|-jJ<VAmwe8+yF_HhaoYU-ZI-#LXXDRHe
zf@&i5uG~UtuO{YzwOYq5;~D=yP;ZkrrIfUE4C1Q5o|Jm`Yw)<UHn5A*8;%XXL1Ujx
zVF;}iii(_X$XU^@EPkDDATqR+w4{I#kt06Y43YL9g^|yP3}B0P_V(#_)lwG@FYHFJ
zk)ZN=F}rr6xaJ*n(N?1+N5d$_%OA^_&99`bqjRR8k}yUv+di=slW&ZjoZ`r~89dx}
z%)Ki?=sY`b!sy}9E4LeKf!rdO3V|Gh)*o>J^7HeRqm+eDBc9{xL-E|$k2tS5uJm&f
z6B54F?24!Hoizz|K0N-9wTA=h2{JRF$y9V~gNLS?4CA{C9_Zpz&$=D$K9!J_!bgXe
z#O<X%*(99|kBD%D_~Xkb=K(oPy!D`$PgF>E_xn61fBFwS#4JhlsKP<gA&PxE;&yP&
z!i5Xbr<A0zn|SM^jmMbH;)YJ<(pV%Epe=V5dk+{vgRkE~K28|(Or&IC1F@~cH=vgb
z?GMh@jgF4DiOYin;*>iWsTyF9j5axSW;k-rHI394dk7{Aad^N@uwJf-_6&5eFS7Ct
zE)Lxu1Nw9@hr=PdTRjdVoCd}hz2IWCb(4tPh@rz+tHgf`A6cK`j4!CI&3K^+7LYN{
zZ9<um{Z2Fc<IBpSVD0>=xt}*~G1NsgkO3@#gw6+F^+A|^;&$R@-O!R@bZh}E6M3`0
zA4eaJS)iT=Iiwu*f3tS-Xg{iwDA6K5CGug9*GKu#A5sl1pkTvx=>abl*=Sblcl;hH
zl|fUwcSB2Rg|NZs!S6ZC7s0EIwm!MDfYe9X>W2@zLv^_rx(mqBOZ$5=2gwK1XbWm_
zqLm<>@&eL4+W6EAn|qku8|o8vmarBQdw_K0@&1ZKzH1z`PblOAjqH{@|Cdw5TE9uP
z2dQi_jL2x#3LcR{QZde_xFxR+uEHRp{b^gLH2L`RgwwcyAHBUKG*?b1q7dUOOBfOG
zek3T0U({a$_l(DxN#dhAwbv&BIV=V3gd9d-ohz@Ppl4}m36d>z%CaxN1GkDn6+y-Z
zG#U-x1hT=qFZ#CV%#oF4A&n%C3ZyACF9<lpF7PUvT#j%*_5kq0QsBa*EW+#u)#NR)
zro<=!F|!oAZbH<gHT!CnV8k(s9zYUw8KfS_2VdcH6{ted0E=OQ!u7SmF>ir{ga8)!
zj&7NEGz%qz|JAFvsqc@n4R%z9sH%zlgKZP=gD@k;z#OmDoLZI;XqdFbj=?csKfx<<
zRrdZ`B?<5*0TOWsyj45ghz9#wYI-12Um)G2eIr{WnvT=hXiMYAaB7?3G<*L%xLs+k
zhK2<^fFE_XWBB0R3s^>GYuBDc7>FQ70&tH?P|Z!SIZ!u5ZuJHi0w+!<Nnzgl%$Hld
z*o4N=uBrtijB2`La;t2R1BJ+dJ??&R5ap5Ij;$DZfHH&3m=Os2KBL$~kKT+%Q{6F7
zT!f*Rs3mkcKwKJMq{zT6>u$qDU}0h`L!_`B9YDRg`WR57Z*8WWJmhv76r5f0-u=4h
z1ecDV{~!bs6B9%erF4a#r)%T*WhTUw-v)ZmDnZ@Dt!CrdY$iNBd?$!h-S2ou^ZORr
zXLPpLoLd0;C&0R(IGe<3KYxFd0j|wFBX<!^^BvfEG+_*5OvZJ<ST2$vUu4Vk;sj7j
z5;@$(#ig;mJ%;KFcaU-j;NoCpd#ADmIfo`x@1{52Uxkd3$`GWS{;iO~;#~^T-~mL|
zHTP-e0F_iAt<Y}h7IeOeYF8BMe@<EIzU_w&2_E5Fjr>ToH=x35u-A;MsXaNt2yAHL
zN)n5Z>@HDO7Pvx20$ijG<ht#d8b47%dvvBX15uPl$({2$zwq&%9)6i~V530Qfk$h5
zBW90TUqAp5c0#+rY}<)yIKQya7<D7L7$NJQrixaiKHA&@Iq*f3jVa$8;gLUk&YUNA
zckwC-4CRE@`kg905cGV!%gT_X`kium@*Kc&uIh1I^&`g6Cac`Di$<Q?f}JVOG9+vz
zei~?VRaI3prcV(Q>qs)UF*Y{7d7;5sDl~p#mT;k0)`QD~Y}K^Vx*M=<z>^MA@ky!P
zO%Mf^E}E9%WHa<6R7cVAz<853={9ny03s%vumNXEn7sNRw?a4zuHq_aFLna|C!VBH
zA1s=>3Ktf)z&gJI;0O}W|C|yFHko;tINAX&;gQLU9U14#;cRQ^qD7b`R)@-3M_<1J
zw#YD|U4$Aw?`A*sv9ZQz_z%jEmWb(#yHX}*zC1c*nyZS&mQnWy8+tyqx_UhroQ6a!
z_RxiTS*yJprg>k@57mj~NAx@)*@}8Ezo0-qsTc})v0iS<cox24i;2HVEIX{q;F>)u
z*Jzl*>x!Fg(-T*m<|}SFTfSh7Z`g=yuFtN<dW$a$9nj_Y`4^OqJ!2UDCmStV>@j(H
zd0jFma4aq=O8%%<{ZAMSqYWFB5~5=v!K>ewBlcWOO(WWBzV0D!eVzfy_^gOkndV(3
zry7j)ZklKTu0oaq+V2up2?VRbHCR#d*mhZ2T5Hy>O;3fB0IC+&vQJsOz1_8YDdFoo
zvUlc^a=#5v0ul~-1h$AC8l}>)eBX+lA7&XuVbN<Np}d66NU`(Oy6;G~xadsWvOjO7
zN(-c}{FU@L!x1i&x}Jzz6(rSXXUya{bj_&k>)7paKj7ms(-nfIP5@!a$cG$TGvhR!
zw&4I4$U$qiRf*;oaf$Qe#*so~@!nTk0jHe#<Bu2Ufpe+CV(JxtT;LX>sVhKisUXIY
zuhWJ6xBIrw7$H;@CKl}=AC-__wCBcL-+zPA1TQ&$8Tv*N$ib)wnZO1}YfKT=>9jp3
zs%m)s`m>KRd6u-07z39jKl*e7m7NZ5wOp}cl(Er|v^~O;L_}n-#eQEu>r5$%6!aZ3
zMCG|lK{&hMiDCXerwoZ#2Ka`?ZXXDCXBeqzB3n0{+7PL(p?`PjOd(n2RHtk~lhczg
za{p`HtJ0pji1fvWop$KePuHC8QM^accw^JEeCF6)V&X82-&WsDZm~wCmgU$0zJs2d
zroK$QKcauHf|k;FQ*JH9$eqBFjW(SyA}+(59e8Su;*60yUTr^+9&uM^xCAhe{qEuE
z*zre3msWf4ZSmKk%N<6{6pBVMFms266~JLdtG(}TNH)i%!ix}p40h7*e}3(*Q;=Kn
zB{(N(PS>3;<Hj{My}6nDI-PE`Zo0t;DuZ`&zrTUU(E-ir4WZ%BdUot|mG%EEWi0nP
z*2;H&VJ3|534iXRWiIpEaQ`bacL)|@*m-vy*eecR<^D8FW~dltvTRXwO}ajm?JJEN
zf@v5fkw1t2vEIp{T$Z^soO@>3R%yMEShks4vsh0ZemFz7a6yQ>ZvNXX45xP1%0mhD
zzq`wSsu{DwHbJO|Ke&HoZoa-Yko$Kf*<T<2pD*@5_`HAlm9v2_M_o3-mU}71{UE(F
zzaFXl5FqC|^x!XTv*Z54Umo$lT<l-p!vE-3{0wbv!xV&cZ^k2m60w-c{hT#ll+)Sy
zZGcKImOHvF?M5Bnj=yXKJz>J_ar7(f_Bs4A;iz)d#bzMIBDyr{vgroI<-taIvS&mS
zDv>#q=+neLS6S}Qrxxsa!iJKWBv0hli_MGHn-r>-%a<?zcCG==LL`(TpKa7U6fAJS
zn!w6qRu@nm9q7a0*=T(tNSv<5{_^&I%2)+>wPD<>OgSZhWbJlQl9Y7RJj1yG?xP=U
zO_7TgJPAF#-xvR>g%C2-ubbnVxz%0B0}2H=CP`iitd!dCl$jyr`kwv{l?Yi?Vg4Jr
zc)|B1K#~en<R6#_S_wV^jAxeiT?X)pBDpQS85H@Wm}1xJdKjU)7moWKJlv(qbQa>P
z!@EKK!5|7~okjDIgQ{Fx59^K;K3I68Bmi(ovQd-}0cgf6BG+M&!?tLz5Shbc<V|GI
z`S>AbtOtnvI>vLj&vdOzE!quFkpH8x&mrHE$ZlAS$;0D*=gyrqkGwMazk}~!n^+y!
zC#Ntbx1gYujvutTWF#a){?vqZ1O7CH>zv>r0<ymTd2~nwCr^G;)(LnJAg3+|L=lU5
zm38TEF_@EFU^MiF{MX`if`W54i?}2Y9*oQ6y@gjG;8lS7(u4?8@L}6DuXzYVyp`5*
zohO_|M6(Q$&HH@VpWNZtkdT|3OOVfX;9PwJyp>bnwTjaI)OPZ`D0fucuMzHl@uE#t
zGLP`7w27CeeHB-dey<s4g46cS9R-#l3fwav;2J!Kg^Wt!YZs_pFc1#^OSa?prf-6<
zmlyNQx|8>P_D{aT(`grCZkO#D0Vs<T78DdTyU*6aL6-yHi>-!SFqr9#K$;+vr^ra9
z`DY0l8XEFH)TBq0_270{J{!=mHb*~b=}lzkEBiz-Q}E_|`mc<=QMl>o<EKucAl+ha
zZeEk=orx0n^^5B`yFl;J=76ccWA$lw;?-Mn7qGP@r9J3aV$IKGZGLn(&8QCuy<PHV
z8p{EC$uu)Qx-#1{%Fu=_NvuyHpEbZV_8&ZM<>Hb+=0Ys!Vh-QiAo_nBO$=l9|Eqh#
zq>l0_vQHGTSZ(9}q3R~O4VEblKt0L;D@MK}7CN+t<eUvA!fjYO4|hjUJQk0OO8thk
zpG>bK-@$W$6GoNT_pRX~fURXw^51>hUlg}!`Swr|i~Vb?G9MIMSvJde9J<`snb&g2
zc>3DP4`<pl-u;|kpn7=_KT5-oDt1?-Sp|Gm>Zvy}xzUG%`SsxPBcIl)%up!0JX8rc
zY}z;1^y-a!FVDuM-HNw*)jU7`tAF>hLa!d%Z_DH+gzj?B?yBE65ZEMI=#3w3m76eU
zmr8rx`~v#i=-b6!DG!HEOvaesbTs?;BqiDRn%0(u-dRED9t!>C%#y*Z<(A(VVfJ5^
zW%eHK>4~G}FTdzlMZ-}b?A%CpNa!R(l=@PN$N3^Gj-xTskT#D~dh1*i_ATgm5XST}
zoF_^P6|@N=Gq7}NWb-su4WXhE)e#^kwhy9aG%PewbN3>eoSnzlgw#N)8`V7-+oJ5g
zPOHsTmD#!jl?p&Nssh28;OdV^bc|9G7t$I<ggz|O5b_|$j2AN0q@f0=%w!fWEN%J1
zq-Md=l}3hy7HEw^@6K=2iWNtfEsJYhM=ArFO*GKMQ}_lY8%^<kau4?CM14~Ou-{f0
zzt_Ny*{X;OQ;mzLS_bMtXaSGGQGom5z)xFAw?kzNc0Ck#SuF_$`kO@9zhz7x$tc}e
zj>t%pJ6R>D-rCw+7-1Rk+d261cFt0aTn)AA(Y43T3R{emV;VZ;(*9o#m&g9RGV-C#
zgCu!F>>`nw-49{L$#?Sp<;#~_RaaM&KM1)R0j_Ar@u3)hVPwe2tr|U~q(B}|ZOdiL
zN7s$H=p>Z_6I1wyh8S;;pVt*g#7`nN4I>f5R1Z^L#;Gv(hd25lWHn0j@{s21nDDYo
z7HsQ0b^N#tN`4LjPOWI$Y_|jY92eAwpfVj6kP!e+G1#mHjg+R(lV96^k1)%l{uhd2
zatP$k8HE4G>c1XcAQ+HGmtRoO9grkqz_u7Zz2s9p7(1J?pBr>_jezZzW4q#aV;*P<
zuzyqD)`_t)IpCleq7W`AE$zzUotW#G9MGII!dVPAM9?B4@FH~B&wQ70o~B|fOSW9=
zIeUP7W_Pz&V`3$z15%lNj%0YSo};Lw^djKWC8L(_r~zueH}E;nkGnjG=x`q#*(yLn
z+c1{VIIUbD<lEM+1A`_w1(LvPudy$_ZV{2r<F|fIQ9oL^wZuvVYLsY^>ipOpN6Hoi
zLwqVUKKH?mHO*~4+I~+t>-Zhh7(8$(77lec$Bz)-;vxG51Q2SNk-m%(j8gczTwQ$&
z(S}e4CcCwp*1Hra&Wje&s`hVg=udg&5##jehdn7`1r6odUyQD%d1IQEor6O=1|4n0
zMl-<xD&SPr#gC^Pzb)`5Gle|g{sUm)WERL5GQ!_|04*bVH8t1@ca(sfAt);PA>k^I
zpT(hp`awu?ThV8+`)UyKn@mw%CZJNn2u_)i-no@#<v<_QuF1$vRnNTq0(?P97AmKC
zE?;k8ol*7O{m2X~TYZinhx7K+BZL?L=5A~J`9p&I+y^oN=#iHr^~liO#Qhh%sz3x^
zDXuXl%gfKbvj?N#@lzvQh`i{*M{z{-NC)aSzF%<;(_?rw%?bi?l%8te($bGw;~g9-
zv=&?`Y`qd9Cpehlgvix2tBvb^c-wn$;KU=c%Z|_w-hAF<MAVq@;K42TcVBdES~7yd
z%&I~1g$Cv**Q~?i7g_SWpU82jG|Lc6{DB042SpACSE0rOHf3~g4X;dM!p{tG6LA~%
zSnyR?98x#^0y`p}?7LQEy6*%}lruhQnc<kIIvw>MX$;B1JXYh~`xrSr^MQKrSfo^6
zG(yI0D`uuZO6@P%)Yv$+S{mzsL(M$SRVH=xP?}+_U+6XUlv37lorI}TlDcOYW6hz1
zfUUZqXCqp<Q%EBEFIYm<bb?gS+uy&fGj!>3p1E+7oQGr%cf1p@f_?{duap)`lBG}F
zyop+)whi#Ue+s4vQj@onMqf7g4;ewrw@s57{~3S3xiEN}Ng{uSO982sjx1AEHQ)a1
z>_t+<JgN#_$78Jjmz$pIbIxJ4u_LCI`_J@fnbp^K_AEaw=ZI@gE>)Aif$l_xrcbIe
zLGd7!fh727_GpBep+-TCPh~r?cOh_fE#l*Ge)5-Z`rwd=1(QE_$r3YUo%%WCDF)_a
zZ3CXEde@czR;Y89Phytja8t91m#6F(Z#ws@3i2GPi2qv=_dhCfD2rnLKU{_V+ch{`
z;snS4BxQm0K&WiGdi8NUwVTLqq7Z3lf-qKZvywZs@7?#n<EngE0mA)!yd)ehvWkjD
zH#=}}k=qY}&oo~N=qo1f8IfrNjL&u=!^^&|uA)+5Spd?Ee{gUt;ItT^wRi;_jBv(g
z5PNnQRsbkRD$pjIi&LuJwRAn{kVv)<kg=6M@iFK{OwVgOSJdetE@Tixog2W@r`|!9
z`VypNKTxEIZ8meJ*^!=4)L0@~g}r?Q3DRJ=E_eta^fFjSLM8{#5ztO*YQaK?K-`+9
z)(H@eX2xpvw#*?<4S>qNfo7iv>r^3;1LhvH_tB4tTurRTmk2UJ=fUqN?nS4BJS`v*
zfS7K7wk4=h2Oj6+?HI_BDvGocP*t@y3=X6a?FRK)6gD|03>1VN$n3iZpmj0;k%p{p
zdc6ICCO4*m0PHxpO#@=)Q}+?q@cZk%dcVCSk0s#KgvH}6kkS$CiP<c$1N;#IkJJ}0
zK&^yguKl$1^%sZ=l*m%EobohD_#V8RIWh?yF`OtB_|7z10d1pIG}9Z>ZJ=XDCE{R4
zpG+L0_aIHrw?UjDJ(d&;DjhN(LISty2KY@hb%~xopz8L!F4jQQyS1zlX{nAI_wYF=
zAW4{_K_V=4+5^Ezd)NV54JdF_5Z>GlAd;qG<DuO~S&UcgM<wP9X~-ARbi0>{X)S5^
zh1QkDJz!tA5bGRk31<LYVFp+B1uyrugq4A867+@#o(w%~(r6lCS{Z(R&->*7z{4)!
zZ&kH%7GE;)87qrDVZqFmM?j&Ksshv#ndmeTIC@|K!nThZL_lL()BC0nM!RM-562bU
z36|mN)vGVAU`zfETr!;7gVSj$F6fEJ(V*VvEw1ifIM9HH;{oZm6pQ*{pw$IG!@Wo1
zVkK_z`%I7k6P*m&Wo=MkbXY8!RpmHQY~VrU<8y}vSlzGR(D+AmT3qWr0LAlD-%u+W
zfM!DO{axO=AP9H9aPKNOfJzqlMDwEVwlhc3UTFu2G5_07L|?G;FXACeqCrU#Z5)^c
z8-9p~q}GBHml17+^Ur6GH%vSwSqNsNpG5&pT{21qvZ43S3Z9I}#5PQ8jktDZcSi3>
zp4R-6-j%%tRs*-Nl5|`inUHHLmVmD$8A;%t^qV!2YIi>Bb0Tb##&GNF>)&$&NH0`t
ziCkb?EqF;s9`<+FQYbJr4bTKnfLJng$T(r}I82G&rpHV~b8ZQtP+8%KK~QtcwC0!e
zAvRRk(mn)#kR|8wV*mk$^nR=oYG;s>AF@U82oexM00iKFAVtn$nW;=w(6>4I<OWyT
zbL3|#NlOqGYL-YY!y<d-)nh>oI<R^xHSocmzY|24S_k5o6bmUQ#*ZY5XQms5p!6fu
zq;x5uY0~_02=S$@gl)JHD-j2)v`_Z7kDgG9y2Pfz{-?LLVE_+Gr4_(FIYE()Fg9i$
z8tosw2Q$3htzwuuF~Sv{(@-Xm_=Q7TgjGTj(a%pZy2XUXkZ;6l36oEmJXH!AvxtaD
zlX(I!D3f60P>&DqF;RRFWPZ6103-dR32L<dBgX3cL>M|FR_{cv+bz{^ws+3=#F&&x
z+9hZr`7G;!q(A>&$y;2csz)sKmHi2P>G4DVmU?SzkAZ}CKYkK8$H%agHnv<wud)7!
zd{*W_SNzJp-Ed4n`$r)~4ZZRw+m_6#%Qz6<A8@?ZDI>NnZakw!;2PbCeoCE-4-A6H
z3z3W@(!nbWyR~<+Zy4bHt`F5lSd^3@f@(RD=y+5qa(&T|lv9TW^_MH`=7Kdm?-#o1
zgNZq3?b#QrCTfJC9%?zS-f4hlDoAY+&`s1F<HLTPAg=kKuoA0RkhTolhQ=e~v#XCW
zM8E5<+Ma#h98GZavu48Yb|nd=v4O;DQ0U*GQvxUkzSVpPZiZc%Pu%ZA+ZY@-<iQ>J
z9eBpZl1>DooNTR(zX2Gj<0CC<7^7rXEug*!S>MC@tsQsg3*|SWSTq`y>#r!UX*m4#
z9Oxz%PK%F#BTH86q~swI1VSgy(?I0zQ(<j~8qJ*MmO}`#(W!DI6LQOZcctg|dH7Jo
i0>fVj?*Aq&7@XGe_^fTU?sG1%#ag4kI&P))@BatJ4j1A8

literal 45442
zcma&O30Tc*+cv(EDI!A%rI03-21%vCSgWEzgJvbA(mc?dDVvn6q|$`aJkUJHPAVxh
zNHZ#FMgtnZ^IrDzywCf7|L^;M&++WT-pg9Q@w%_;JkRUA?i=bS6j!a-vVuaPtfDF%
z(WFooGg2svGL|pJCr!i6-1tMv<>)DwllB%a7fhYbQjVLtIGne4Id5gg<#yJ|*~;Ed
zTzJ2*s36xl7Z(R-={<XF|NRAFdne014QcBS;2=y6N_x%|3X3WEhapKm(TYNOGDbae
zQ0rpUaOZ`Ktj!Bk-#sOnn1Thb8sAM=qrB!X*0pz&{F=BH?YPOcgU@KmL58hdW{eC6
zXB)Kd|D}8=On`5NlK5S9X3hBgRacv$`&qV4DSkM=e0xoNiAjq@%h4}U5rvz=xo29X
z`cE-eh%ClMP$*8T)Up{BQgqVqj~0)~HD<&H2Xm>Z&F`iZuKFn#?CH3`Sh)VDoZZWX
ztAZcPW=2n*JC|hDlHWd()p|a`h|^E1;OC`|fEmu}=z^b);;F3+^n)sV`CLN@xqAJ2
zBnSP2V3qIY^uM4KGOH~O=N1upJG`8H;AeP~7mpYJt3Jy|o-l<HTq~mbj9Zn9{`Vp)
z)&BMAH*-H~xWXFpmD3wzn8}|MuCPxv^gkoTnGb*e{@rOmyM^MxjT<*@N(>KY%Rci_
z_*A-%ySsah+0%~6!apZy)pBvk5jH7HOG@I~#lv%-W0_u5#izHe*_L%dmx_BoecCQB
zFTa6LUE%kSK9zBIzNO(;o5`bckbLy$k<08aM;tHt^z+NFV&%)zbZm;e%>Ihv7Zugm
zwr!h5mBN<I{@brtJWSQid}WtE)bLoPs6WQDx4%CuVO)cL%~=s&zn<fe_c7cTdHk_*
z=p%}s)<d>n@!mJFCPxD{Hv2BjCH7R^PCeh6W#w_m&&-c{>NvSWE7#vY&f?4(%PCI$
z0hNz5A1e>E<>KtWo$lXcNaG>jG2iKL$|oS8ye~5F5G6Q3PjF-F`F%%^9<33%B_kJO
zM!pgp_@b(6H?H>gc)z5~3Q9;{ZJ64P8#iv=zFppPhM)edTdM>67}IrpLYFxeZ*^9P
zKdYxvc7^=7b<N?$l#aTe3_NT0GO4UwL_T}{cgUYt-Ya%s^XYZ>HqxUi{M!F`s|u@~
zdaKvsitzus`x3Ro`v(N}??1IM;OO(`&n*;drvAJeg%x@B-5KxV6jR;DzZCuK^6VQK
z5i&6`(N58#?kW5AXrEojIkzJpgG4RKxhVzjk~DVCO%G)X&-8r$?DFm7L5>3#)w3<%
zykEJe<bhRV0>4_!0iO89qwJOR?>qFoxUrrVk7t*B`1)#(-aCp~396eB1lHqU>ZWJM
z-?)B$!Q?$NlCP|!^tPkW`S=Ou_|^aXG|s8-)fQQg96WSh7M9!Gwk)y}!NwOqEs;3)
zR$<v{_O~VO<4vi$dt`r9@8o&BMDw;3J+7Yx?ozq;HNrB+k$-WAdc4wF@A=>T^_jlE
zK3#u(b7{whn+!ZmEG!r7$n|AqMq1{{d;N0A@_rS%n-_0+lZlrGEys7kXY%X2!+ozp
zL-O<UZ*JO?k!RaJcw2tHU}SRL`t=f44cyJCx@rihB`a9f)zyRLW`@NpU%pJJQgM>@
zoJ#X&;mpv_wI)IP<NJ4wLZ`lozgO-#*O+jef1Br!&HPYi`NZddJt<zlfBcx5x>srD
zC}n{MV%=R<s(hDkJ0~Y+=pGYeS<fl0BS&6v^vU_m7IgW{*e+SJq^7&uL{3gl;AFxr
zX}94d*P-`?vciR-Y(BH!6?4zMJA?qIB_>)1>DBm|(!<4J)925hqkQx9?HAmKa0f}7
zj4vL1_wHT2w`G0QyEpO+X-}Sr)J2FZa>%%;PJO@<m9XzJET5Y)pv}p+4ZjWIklE`y
z?{z#{S|Tu$J6StbhrG$G_7UpT!pvCt^v`bJ$<7Pi$!f83_eD(qwl(>Am;Yo_riuJ6
zZtjAS@!$QiHs3xzN1CYjRt#c)*OYux;=-t*kYRy{c44AgY=+O=G+9>EDNdZfDu|;I
z2h1GpEVg-dm;c9v%fh`6BFwG>4M)3i|0x-fo$AaY)YGRQw5}!ZFaFA^t^4*b7~%o5
z&Wv`I8m!zXs9r<cCE@T<p*h3Iz~A&7-r*K;i(6)9W=+|aYO?dcdIa=yl4`%>&P%e_
zsOQ@mmCjEOrJQ>D=tQhsx?Z-0)u+F&dGv+qj!sLAbQGRUH^|p9G>j@KDQQYn<IJ^c
zJcfnbLY|7nYqq1uj#)RvQ%PcyoBwqtzrU@>H5EBqrqgq*bj#jz!P~sP9YnPA=+PYC
zJvvH0;Z9b#v}lW%`CsGff92Y=42G!5y>ose8#dfsQ)lry{9%}hk6y#%Ps7ZTA2+R=
zQywEk_{GFD8xz%9vd-4-^`3S?rsS$wbKAiCd*!CKQqTNt?!9X#2b)zw1+<a<!d!Z*
z?`X{nS=er@5Mj<f-0QY|`}P&9R!NLZyA>Pli>%8TViZ~Sr_fm1i;9Zgymd<piMOw(
z$GLsp@=eU~@mw!&?@&qmF7x*KXqm*Eve4?VJ+VLf-^8A8zqWGI-SF`6LFdlVI@4p$
z``J@W%FFW3x9%92-r9}VSUj;?HzR6(?xzX0;R=gfl7!9sB-}4``ZXdfTIRw%?m!M1
zoy_ui584#s?%LI>N;LhPa}O&6HWhni$(p@bUWy!4pNZHU@KTi*6@53-u`EBuAU`9|
zu2X=8g+<69PxW}@zT*u(-#;IfIR8Q2^XF)2vvo5fMmt?!B0saxV{&kMvc*LE$?1b(
zHkFl?$%qbV_aE^qSot2*MM|bBhYC=qQ7BUnURhe7$ht+sI(~Afg?GSt_=Bi+hM^wT
z#$a1+YQpizd&9g775=LlzrKq*o2#E|-z|r%Skvl;yo%-7_1iT}*l4fK`!w_Gd(D?z
zn4aTeVob2<EXqx8DfjxFmE5xI^y*P>uAiUh-*jad6<Z8<7Pl0*jp(OLt0<38^@W)f
z$=cu9akRm!3%C4c#649f-9xcotlcu!`^)QwJX?eOxmWjuhKBQPS~ARM_Oq{!(@NH~
zd(&Lv?tGZ`X=KDUYQN)-R%dP=o-LOyU8=XKi;`+=y%!uDoYFGUAL}c9+ZR#XG1Z=9
z6_RZ-)>UfMX75v1K0lq>J}!9b$+On6>^E}G?PEQ+<=v)inv(9Q%sjiqxQco#S@W@G
ziTvlDo<M}tR@yDo3jbYJ0k>|s7{?)>`FGk~@Qg|Oc%q!M;}+9mQi`}%?K}VBL4KEq
z3Qa5Rl&JS)vu?g@0^Wni$4kp-w%MlyQ?yg>aSz1$&Qlw3fgjm}-sV`HM7#>LIs-1a
zj<iWMXKt5533r<>#0#~XL5hF&n`yqTs$;OrbL_ZdVdd5;eZhOI*%yZ13stIp-L%J8
zkZRpo<a#rf=IP;)f-FMIP&@VY#L)ZnzW)CHJlWznHj*JI7tXzjk+p8mOJBEcUGK<9
z`dImbF`}(}#4$he<OB7GhwwYri`f;|S!8(G(@rLyxY?g%kUwhc9N+u$rltFjUdN5R
z9m%?xG28<mpI@Q!XqH42f38{u)R51ejKwLS8UI(i4}gR=k`T?d7;k<xhcq{J8bvaC
z_o9M!J3$8b!6yFvmSUsP;UGFDpmbcSu2zz;ZPUVi+`WGN`j@)M#AAV59uI!N5g&i>
zIioXg(0{z(;`c}6Zz^wYQ2EZD%&#2Z`}eh#w2VzWn)hu@XrxXIOuwFyv@D4zFZaFK
zU*Om=VjR{xpBpXZ{3Wl7r~k_a4m;Q4j#iFTCh{PpPU&}ZQ(Jh~xL9_Vd0&vY^gw2-
zq+LlI(_-;<f`MKJZXGILm=CEmdv|NIcoPa9bNOhUZ%cmUYvJ?-;e6$~c=zPO_ai()
zC5}PGg<W+Emd2hVxvbYEI|Nbm?b<bETFu;!ijs3xKNqvko4dQMzig}IwvabBNgm-j
zet&<}xLVYH4WlBLn!7gLvp=1tCk9w&x{fn^{bCa>?`zD&#KbSh;jlBH(u_LJJ0O{H
zp}1vNp|35nj@!JHwDkSQ9VajSQ`WYI?J;?e<e6OR`BRzp^48`!Iqzxnw#hMI>i+c`
z4D#)cKOGxsv+sYob)cYN|Hy}@J1fg1?;${+n%#`eN{mN*(lS`e_xsM5wEH0MHQ(8(
zNVDCI;-DNREHp5E_3FT+%aIeu=r=^sT*JYUeox52dS+^bmXUc<-n=?kweI7<z(7>k
z>E;w|WEk_TIri1pE#Aa<>$X^T6g(Y&gQR_--5!O#{&RI*Rs5ufzv<UV`!dIN`}b*j
z{AD#POiXuNym$F;UBCEm*_(7!_wg8tO<SIAD(c;F+TPR8D1lofUfmTe^_Zk_17Qq?
z>Kaqs?5^FGo356U@zrlmH)ts|d!A#}I8nQ&ykMdb@n`Jbw*fC&w&aeGP>jbQf2g3I
zCT*`%uhP*YM+zodi!Wr#&3>z3eKY<g(*9L@y8&%tFf|iP#Fl@`B=3BL+gMlh%cfRN
zXF4|Z+ZrwH+JFVjO(poJ=)%~jp~oI6EDQ}`4KZ#NthnYPSDS0suJH>Bs;=6y_bt#(
z#?1}82a)sdOW54oD0u3DwCiBUr23_WxiQ}qtR+B_rmV9n$h&H&ulF)DGu?(iJQO|i
za)18`w!P=x8U?<46T*9&=R{P})JXf#=gI(&uMd%BtJf@9wyai!Io+h(nA3OmY5Y*d
z+SS_*gb%yF3fq&(e=-3}*RIIn(`8iJ2L$M(>*s1lh@HI~9Q*(n-=_AS(DbM4oG!n<
znc{l;e(hS^`H<~2?QYp6dem+qD5^iUCBw+GT{7rw?LAkS3|U!Hx==V;?91m8<QHa7
zzLA?bPn&x1fXjPsvSr1J6-B8-O=)^3O-)S)-#)xD>{k3Th$HpsnX00Rp~ghKr>}9v
zMfbQ->rce`Oegy@Z+@f_COj~b-+iJXW{-&+ppbg3*N+?RW`5kIzdi@Nij>Usm>T9U
z?#viyOf2RYJe{i_D(^dATpwd3s!FbtlEnnVM4rKV-V<7QJ-tIiyYWdgu7cBh;*JmS
z^xijvzNCiXk`8Z?c1f~+pT-|q$764AAIg977y&;(_DOrnXEk+frc2V<flSB;iLpNV
zNH_%bqV}YQ8GBF>7bgQY3Te8=0Q3x2-`Ppv)a5Hzw2|sTkN8c>yi(L3Ue?dIOUF%<
zFL(?;t!mii>1Hk(Zt>3L{~3Oqabq{%31;-;+cy!Jr48>oz2raAxh5#{=0B^0(ksUL
zzmZq<e=*aCe=@#;@Zmpe*3Z!YPr3yM{=+H$`+-LP#*%MJIKK7w@81Mh?<x6q8JWt`
zO_2VSHIImL1!fo)KC0U0smgmIitvqz@`X7yWXWRvyz~6mD@@&pu0Wx5{Maj_;5G@^
zG1OZVGClXRTRY2~O4US3&;r5~GA=n~+ny&OwVnR$nw}cJz4}?^H@0~Wi&}11pba)9
z#{rgL{k(qhhqcEGDsEuhv2&+{>!224A`;e3!HJ29f*S)+CPGts!h{SGkg!uxzX<re
zeEITT$Ima!IcK`Dy0KWlWR-(|wB_4(8<lUQpHxgaXbX>s&+NrOPI<ZGRY9A@k0GG*
zxRVcETk&IZ5@@-&sod8$-MCa=er_Tp?fpV(v|-6bjU_8Lx=5)#JajDwIdbn=`mwmg
zdy{w>Z?f_~(n;61dhyp<{W7mYpuez`o_+RRX%7!ye`TF(J=#$y?e*)4+eq8vk@o!5
zi{C#3hBkkAdd4USkU)5bxuRgGg`V^jj=j>T^!rqCeK#`5Sjl)0(gu%-Nw*e<q;(VD
zW`8;;Mw~m1W@^OwXD=54^scO`l4+lvn{x#Y40ATZm0nx1p{Q1uPI?qx*5H6SPufTH
zOFeSAlYuFOM>wQig6k|A0pD}&I;H#Pfv&9pi-hNXj&`OBXs4JPo~Ga3sAk5VrNbYd
z9(HteB<v0JPNg_3EDUdHCv|%KjePWsL9X><P_F^7nR;*Exyi5{J9ab`xenc8SxpY1
z7hY+02Xz$u$li^WduPigMr0{IDq(F0WJ6-rp5mcXr<FBtZ<Ez}bc6{o_}oClV*ueh
zgw)|cDZsd!IoZj<{Pw=mNM(wz40K$WpP#pz={Q&H9z-Dtz^GV<aVfJpNK@ayKr(q1
z9R-e59gYG(#PPlMT_xNzSh76Doj#I#dJxD?l{q%uH^y~)COYq}Z<}~?bQjN-AK#uN
znJ)2l%`nivHr_8Pvn_bUJj|0*VY&yX6=}NHVLt$W(u)^IvU|9;iViK*1}<a<qsWc0
z$M}4GyFGNb?r27RSa>)eG#FriK4Ia}prE?RN<YX!RLz(Jqur_=o}MZ+#MeD@Ul5HA
zTef&8whZCX(WonS@pE$@*%vtyR3Fmyy39w}?DP7`w#(6NjuVgSk5#^MY`nZ`*&D-V
znylppt(PV}((muy4!iDt@X~p{-Q6=3v5h}{r#7r#9|r;ARYk?&ZQEu?ugHW%ELfhh
zs%x&}WKXP;9frJ=+AIJ`<M*#$9q*nNma#eX>=Aq{pnU#(8aF?l(tum%w{PEEWOPq#
zTpydX`s6;FZffy5_Ka>-c7K<)ZK)<xF*?`zBXhqsPqWgsmXG_KyhXVRw^M+L)EAlG
zYS}dGVz9hG?{dZ4vJkh@veSuWgR`f39wSrvaYq-gOWho~BUkS8t#$1F2huk#S;pF^
zvZ^-qugv_`?-T@w8W$kRQECH3m{6ei^MJ{}d8yqKYuMPnb_AC=>zd`xeXVTYxX4b)
zfvwF4PsZd%-A9rqf-~eRe-B>pP42rIct7jYlc|_n4VM~qbAFoNO*p?l?cVx*DJ>U#
z`FZ3lZ*A(%Ive0I@%16{OifFRE>?jqsBtqWICn^(N(<*5V3G*rmjee508H@Y_d_u&
zasDz#NB@y1<Jluf?KcAho54>KQ2mHt2LS}kvoW3;qA4NVEy6tat%Ak6B_n#Y^rtZ%
zcQukKmPs>y2nxR|zp4!NE$ftEz2hjaT1->$_QP7>Y$W@dJv}!!Jy}1`pU&ejG;}i{
zpb>dOyV%W^oCOP8)4}1%Jz=B!y#){`ynod25=L=;U*w97f=K|D=b&)qdymkFSXeqY
z)sCu6D=#ni^70~blPj2AjpmPhX{X-5#K+R~vbm|{vp)hz#ag#Zxf%!vnw)N?aVhzE
zSWio)$sQ;{cAZ61KMBusuix5U=j*#!s6~FWda8~PDSA9S$J+DlbwNNva;mDTYyg62
z1W`t;6>YiylwZ>_Zge<st~Ke@@ov`S=XC;>>H>IQN`*H2Ee{>KJpFSlGqY^^)nlO@
zI}WW~yY{}cYYOfnew(a^5^enW89Y<h(GIE7Z-1{OS+&-S0|~6zz`k@BHN~jd?Pl#a
zlJAgITTFcCLd_R|OLNZFZmf%yHvz&4iH$YMs*08M)FIzMlE=D3tb;(O0BjMxLciqV
zciZln+3!`H;83}!d0}SdO~{rWQ>~UEf_=i&t^3Zu^<TAh0`kpJpk&uu#AfrOqbo;R
zvw5lIkiKm2z^4Hpn+lyR^IIb1yo;tMhx)}fbpQgm;Bk8|%>5kfDlJY>jri>LxNvKi
z$B>XW&PSc%ka9Y5GC>t;NI;Hh#Zv8L&0P|Ey7v~&*H9wsNKI2Invd<#S-DC0Zl|3t
zw3rR->``_ttB7Q$)HVH=xN_fNh7+p~>vKBpJF^Jo;~BqDg;aJb1OS<p3<RfL==M&8
zOmGhGggjV8O2V&S7bk~X2}G;!0de}|b=wgnesZ9Zx5gbh=0u0{8}dq#of@O0oO}EF
z`u0`r&MbKZwyXkO3|O@`$F_Z6U9^m@>tNFzZripTDln8+R+Vw7hc>~*z+94jH6e;b
zw%NGHI1P{9rsrkgG!}$*frDwZoVPx?Hb94=eN{-BO&LZql`meL`|!k6zuc!363Qc>
zy;SoWTJnraDHWU*V8S=~!dTZdlmc>cRD?SB49RY<lb=3)@|Ye-oWvD;P0#OYz@yJ~
z9nv9skbwFFKjsQ`lr`5cuOrMe0jZfwXMfZdxsBXk#K<V&`1uIAcEoNAUO*FGDYd10
z{p!tP+?6HZzRgvfzG*-hR;b+|A(1+n#_7UFMM_1+F75-5!)WaI4#yne4OEl6&fU;V
zCn4AIw%W}aSoj+*nEP=<k5k>PlLmg@$jZ(>95vz#H0{w7D9KH|vW(?~V<kg;dDChZ
z2if{N^;9eghwS3b^?Lgw>$X2R_il&xc%39Iqnyd>cVAdY4t{9>%}56^oeSM$a;)0~
z&+vjz7W=w&k78s!2YnZ2Vu{+8d%jf@s5~uxXzVcH#xCj>NxLXi^t)#FNW@Qkedhs4
z96dwSIM=Ul2`gy8wQtzCF#&>E3V=Q}$a^R~KL-*INjMN9bVk~8Lvkb`FcGXg*pitU
z!mDQe>)WU4sdoF2I>-50_utdg)=+d)07;yE^}DO>TC<MI&;N=8<x1wxOhx`6NeXiD
z<gcFFwRZV7(2}Sz`bkE`c>+3VNm#T3XdO6zdHoKADW-Q8b^K(x&m1=uOS~D+kLLBm
z1nEY0ZlZC^zVqS7Zf{G6B7cZPSiA4-Zr=qXS&xagh!UZI%Fi7OFV?H^frsDUXL}za
zCkqJg;auxx8h0Q19MFfz>&*5AWgGRddR}}dE{6FRD2NvH@&0|#cc~4EoZffM7qEV5
z>@5!tG6u3sX|BG0_>Jt(DAJ~CPSQAh@Zdpd@97*s-{eb-%MxsKzAzWas-^Z#Mbl)3
z73cE77pt8{E%sZwjlWamq|$K8A<g9l&#S5wO?-YojvrE^bV!eS0;H^1zC4(lXqJk%
zw}CtkkvyX^U4Hrb$boOq7;Aj2M*wKhO^}Ke2tVNNM4NK%ueWN;v7*JV-Fd8lb&(yP
zL0(#ydp`%Y;qsD|tQ;I8`)Z-igs?6eeJTFtKuG)=hr>90^App<)E0SLAhebcj<UB1
z_fR1N9a@fK&#|zn?>$w!rKR=pNR%CyKU>D>^#FQT?I(x*D-~+^^|Io@KErXKiU$X;
zMERZ&R?(rwbx8nr4$b}^uOE3y^Mg`Io#K^z`tpfs1uJ3+i^mWuX$$bLR;h<8S&zuH
zqBaHhx%NK@AI;fzdjGmm`9TvL!%~$G!QXrTQxu4WL(m)FFA<iS!v>F)H*Db7JVMJs
zGltt%l7*qbWq=mrJMRvOOxxcy>Bx<B^^$}6jUbcULrvYoF`lCu2*F)Ov1y}UejWh+
z(o$7bO);*DyDcX$FzuOY(9cs4QT%DSm17U}MlX4|_3{^nKYY)dvs0b-$%YW7LPH%K
zG1QlniiwFKYA$z+Z$%`;PUEhw8u?G_)~w+IcFNbwqOof;FJHa-o+(>?XNT;~cPZMt
zA(tP62HJpvkn7xkVilW+-yuJ$vGpnAqjRIfqFFCeH%<0@l_M)eC+*aogM`gF<#&ih
zjek)rl5rjE6&s&PZx5`QI1w$~=ahk0puY3itzZ}L^9zBAq0oSnk)#p?-i&OkC>P!A
z;o{;#lYAsu9z@%vlJIMbosW}LVas-ESy>qf=%Ey`#AC`8JAnu;D$b#CNE;?9EM1GM
zubMvD=JV^*GU}*FF}HR`)DQDM$$RnT5-K_&aW@%Snbt4wGG1$9za;d#+N1-6;-M%r
zwc)Uy`$iCZPC~wczOx(JiMa!M(|#Sh@|pWxBsX`C6nK{SptnKodRvAR3x=(i^2PxA
z5^H<Frahyx<B+WoIAbl2<69>tf<g83Z6)QI?%emums=9kl{x1orTL21EOLn}E60(;
zCZWJQFyv0suWUsZyPAHg+a9ALE%HK<5+<+$6J{iZ$=Uf3N>i~ni{c(G(g|Q?4=z%B
zmVGm_`!!lPyfr(A_zS<+d`rjEe#p3N_5SiMh`&JI2_OUsgC#YA8s!nD+zTvDJ+9!X
zyp@Uz_O4jr+{N-TvQpmT<)3UaOA}B@69)@AMBEQlQbI%=PY?dO=zi`~>g41!fH{Gm
z$0~V#KRlDGbaXC5{@~k(*UFcUxj*aMY6xV5`kjdO+c_wVt%H%9C=>;q3C)Th`Z;q2
zC)!WS-#D!yZ|`b<N{;d5<8r8(G7DZqJ0~s-e(C!HFbC;mYOFgGy1W%YO0sknD&k2m
zt@$r%&sS~`=$#!8Y*~vwGk%w7^}Bp{@QZH+I=fxhJGnh&6R#N7RMj3farIHJotA&3
zyR|bhWtVM=R)?;(O522W+)Pf|!p`ZG@hcuB?{>BU3!~R^r+01gR*#>f#|bUx;^-J~
zII$=7=)tqI*_~OJCGTAeiAT4qv$+tOR|cfKTI<|F=<04K?n^@K6EZ0~pxyrg%2!I;
zIPjyns;@^`&~U=JcaH>&igLKEkbmrAW2y!7J&SgVYcMP1X?$ogxDu)TK8xY@x#pq3
zob%6iZs|yKqHzl7q-q06HX^AKiL1XymVtp`5ZaO6JK!6qC<I4}GPT`y<)Rp!0D-U^
zE5oY$5$gpxIw9Mp=;x+zTg}h@miCx9cfVfz>?>9%TU6T8)$B<`w=nUZ3?*oss+n)s
z=`uAuqO1Q46|A!?Le}x~)$u?d2L}fl%k%q^_M?Vw4oJ;t#40roRc9PJbcow1wsYa-
z;!75V?h;qFrgleMLvuV_LF5dY+=0*!07|u?4oSETpX!%<W&lhoTKi@KVsmhF2U~q>
zytU(oeD`8OCfi)4O4}}L&D?^GW%?#^#;xN_bs+mHG&JQVCK}Zee<jH7+oyv9>n7a8
zOC_ycbRu?9A$q(`(ul)lT(zGXZq3q9C*=nu#<5*c=E7(b#Hzt8`R&^eq7JG<Hsyv)
zZ%l22x|WXOOQjLzLD$%QSLNkr5#pAbr5&bj-+)=A!xnj=MG=yg5gdimZw30lnb!AZ
z`<Cl0ob|yr@f)3&aw!&%mCa0`HInebvO0MCij^x#7wDv6@dktnwUe#heO@^&!Tx5`
z^k3P^4*Pqpas~E3NGg&Pj2-b`+K~d7q+jUt7&JMZKuCm9Gl7#pR>_EuB9F<G)tqu^
zfm<a9Q8Sv5Cz>9sY@%v<d6kf4e^gPi7Bv&dfGQ^1dFHlkf@Igl!?E5|5d>K#pG-_R
z#Y#{FkrIKAQgFin6ycB<l2E>_0heg;@6!!Zaa!RjA9TNoAhluJwv5f<7GD8Y)d{-%
zc!lK^cpypNfKoXglh&lQhD_c99XYDrH}VUgNm&W-J0U^?Saa5IA6z2ccYq4zv#;)I
zV6_Kv%4gtLU$1leyu}Lzp1L>4v~%nT@KtY5PaG70((!tk9}^Q=5W=Fy4nkOu9%R}z
zcAudU5=>ju5VXVArlCkHKp+1~Gg0o%v|A_wZ$BVwwLbMzy%Ra+&6Q7-i2vxH-EY-!
z3cPxC@foCEfAmhqe;&JFfCUhUT!4<}nXhjj*3UugRh#N~`t&ItxkOaewgVSMs5209
zqx(OUc^7K{R^_+Y;f74}+dIpG#4YRDKxm3bY=X@XOno>bTy<fjtvT5Iu8_e#ZC`uI
z`bjjQ3UfMViy+B$#`K^^={%)Ewax<L>VDFC9@JAOwfPk2D(%e9ojapPa6na2mDa4Y
zXr}?ihS+i*xcH>qCet8axYD_M(5{U0+gd&+p$d_SHk-^{n=jC@KA1Knrjz%pu42`5
zS$_Za?Ja@h=x<nme0GUoNyuG&f7~*7wZ{oCB@u>oBLEo#@F)arkeyWPwwz>8g0SJj
z@!py^G=r)UOjsG({q@nEa(|DFjb#$>NR(ot3PVW(l1)JgzQ5n`5juHX_#{6w4keYy
zdZ=n~h=63X%A1f0Lm@)0*dP!OJwFK@e?Y+qA7J(3g@9T!B3<oN3_ABZTy(|i)jChj
zDhZK_a(D^}V2g}fS`fPwkx~UKoX}r7M%c#A+Xo&&35(cQQ&=gY8gpXp3MM9v|7LgU
z7SzztAgmM+Kg+xwwK$b9AW#V%ymE0Vj^OW3L!~T!GxEg&H*RQ{o5!OO5Nj?b)~lLr
zQRfu&^ESHM2)+id3`kfyEw4;RzsxYGE#+$YF+Sc1yock8q3hfFcn(Z^i>TRE0o{zW
zLg)VbWz0xqa2RZYU&K`6Qd%4!8R@n|!dSUM@YLJKbHBd#cwlig10S|$j1c=8rIn$Q
zqCkUIxRjag0WLBH{H-Q~?}_`k1sXNF#85LoGbX=Ylc<ym(+|*lc=k-8-#;x*>CTS(
zd#z}0qaDe-F&B5V%0bf70q%gjS*dzr89DgC6*Efkt-<EhA$SDn&W)MT;x~`y3j1S1
zAa*bjbVd0%3e!`^lT(7ACV@zraaivk3RP8}UtS`C?s`Zgi7m;CfTm~J{Gq_6hA#Fq
zz)$QdAcNqF-=hdMm3m(A{`PzsTANB)-o)pF1F4>%+rutEQV&+%rF@q#JR%t9d-JG<
zKR~<38j>l5o7xvH<T`>qSQ%CSZn!M<2C0|yo{Y-8^Z-e;P!@B|Yu0V{H+9=fzNmB=
z2Rs48jBs)1=<GBSKanI*k1`PW_rvMhKJ5`3F*?20Lx0We%$X2d10>gN7e6u(O1Meb
zu(}s&7+2!wfy0yw<KBKa;OaD;RI)a}7YPv)9zkD$gf}5x)DRy2?c1MUy^G)QKGDxy
zSTW|XU-iVIXXo)H+Wgqe-_Z})DDiREw|OW<O4`34Zp|iYe%KT=i6r~(vJ}1S1O)x2
z_3IW<{D$jmYgJ%GBRRcQgAy(XMuGqQ@#9Ak-Q6|t+B%mcXlaL!eh^eh113z)b848t
z_GYvmV4r$Rzmj6;Vu;C*PCLsaSjk{&EAAA=O4Jj)N4Js%AA~Cd6_F3hf*ScJPYo*t
zS>fekSj9dDv4Xe4k2j6}Hs5keVX!G1`Bzp>&dfziR>Tjm#|%U<Jrg2rGL#!@P*IPO
z+?E{hD((^VsFG5&lFd%+$9oeZ{<NPR&bLW&hx4GuBAc{$(3DYX<h@$W0X~ZyWa`Eo
zf5((fSyh#I`vBZv7a&LyHN(qFnzNF^6|&d5NeSqn5sQ8A`41w|(4&BJpo#Qc-v=Yv
z86O`X0kAmY3ncw8kSYtsLmT@Y_BZT($DXwjUJnR^#4KYayjY2q(N7hpeF%k&Si9gt
ziz7WfEC$~877=Fj1_WAfEJtjEWG?T;9Uwy0y}S<WX68Don_+kd9mZBshfRnI7<n4{
zDvtbdfl10NQq_8(z~Buzg@1|(RUYgy4ghojy2|IRlF%n=&7Klk4Wl7Ej+=O4&B{K*
z74UKMTCSBu3`M+d*t#{9MSfNtppA$F$y205rL+n0zm6!leg?<GMGjtH&Ee!ThrFAN
zn<X@haP;+bCto!atay5Fp+wN42V7CT$zMxf7)?VFiwq_UK;eXfD5d%`y0(W$U~(e<
zmpt$KC@IkBw?tcoR`DlCa1qyoxdy=-SdoO2;*X*nMMcFSc(k-3_~xE|z6fjYkTO|&
zt!we3R-ze$R!HdI6%~`9;k6dog%eU96G<`NQ+l#!UbdlNGV$ZlQp_ds8qRa!X%In&
znExQEiMP5Qm9%Y(NBXpZepVCH(-C^gJIkzG|JH)`@hV&OfbZplAsc2~N0rYXt0IXk
zxbotC4vNCyhTS@<&@Xd=z|&idJ&zByWU4h7KRmRAn6#)<l`nV)bC<~E_Iy1W9e6Xe
zC*j@V8MUKU@1}ZI2=rtE6Thmeb!|9A?n8<Np4C=$l=>X#L_~x}7LRgXfQAe^<H)Qu
zkDLZa!uj`urHQU>F*$3vsH+c4+um;8<EfTfakuW~4Yk+ty5vC5RLLE_GJ6Vm<%aHA
zED>Gcgh)XNqfVDV*`JEe+5PFgz%wC;`S|yt$t5!4BBb5umv-57k;1-y;GX<$A2`pr
zBUC=(QP|3Re9yb)w-w*d<19@Y*EQ4r&@wYc&*;^87sV*m+wG#Y99||UMF$pT*D$;}
zR%tz*P(5*L2@cA&@(~-QSAA$_eZlLs4l@6tdQz&z*mzFUzI}7Z-pO@cW#k*BrH6eW
ziu5NGbSgp^6jt|H<#v>v%&PisOWs}ez(uiV+|Yq66ctu)Vpmtiv+R7Q&QNhDY28cr
zuo|*<D7}JSi<kGR?~xG9eB^T>Pe9>wbHIJsoK#e%N65w&>SFj3#R4(btA5n06fGI~
z=87fkOpZ5YpPB^OxDh>o<-j*T*jd7!(?cfw5|Z(iz@bwowUyiKOx8GX3(OC%jW+mE
z=&W1j^&1jl)Kdm>>Tps9uKfPPG@JiWhoSfP{hD`xL!|y@d^};5tyz?4?r7N#Xr2lM
zz`}{%+>N-zwD=Nx{Xg8VKl25io>Kbl{i%zuACA#Uz07zs#k1mv!0?bza$cK%4w1Ry
z!BCTY7v}BWM9{6*W!~hrT0<*EZsiCa3vyWxdGYOA^~MbQ{Pwfit*XUxSuuCJhD{0_
z4k8Y;!EMnt;Y1tYtdn&7rau<1Wlp@K-W|7KPBDz1NM0b<2uslrfSoSTFv7A;Rh9TD
zxMb0;4z@17F!o;8#Jg|S16bVS^9|mnhliKVp<l?uL$ZehFH(Y1E>=kOCx?RJ1$Y*;
zpbZ7Gi5>!+6yLrX-|>?<i2gLm(l9?ILx)DM@=hhKD7WL%@OfZkf(L=`1{!c~3F4|F
zR1s{zQj~)rn_yQBW~De-If>tq&<EsFOE-3|M%XVDNZy8xQ!7b*d)O2(T@t$2I93Gc
zx&0yflFL7glW+5$&_L={hOTbiRZ`gM_$Nt&a~)mAvP}yr^x51ZpWS-7)}e5HWFW8B
z*yTqCucKc*D`Nv+p`^Tm-ASC~`2D?fQ5uNwb3+U=JHV|WF*N?@t39qnkO!BP-V}!|
z0A9k0=oFNJBp`b*i@RvEq8Mnp&O)PaDsVirK|o81G`G;TB?8`XuO(&l1j!6&HW2+D
za-Wlxyz`e^H#Z7dAEF0zO-)v%AJo89bhwFp3Ij~~ix)4nIAzdhCfYJQes_SdM#~p`
zkZM)tW`6483GpwdY<`AR0VI3#ufN`+J@fd0`;YzYL@q!!j0`8e;AeGN=S3d?-H{Y~
z>=xTYl-E=wmt<)>fLY?qKu!8mA5EeK)z*k)TjDoH{J|-?uSOL3x2@cF!8X4(Y>(v&
zl_gHBkmI~3-YKqNVbMjgAU?;yZL)2{r*Jlk-DfK|$_1dQnBE~g1?V^$amQ*zn2Cqr
z-wkx)Pl1qOeCFk?cYX|vK<T@v`b92Qw6f9HQBo&?Qq2ZU76%8w;h~{&Pw*W`Wyk8Z
z&;``NAixm!5Ev4&o?zHQ-Fx0*TtWZ<XcfRTb*3htm|!60)W^zaVzo&9l%E;S7Gv(o
z+j@=iv7Y#1?b><NV$$F%;DaBX$o6Pb-@8H3t6#@%*dB-#2#ziE5Bd1`svma(V9}c{
zbEr-c94ya{qw>X}$<y+C65=n={aJ5#yKmmOAu3ANMeulElG(H8SC;Lff~MX{wEVG?
zOF%0rIDV`XU*nvpV3FrTle4A;@<r*8Gow@|q%fl|pZ*F8djIWH1#yu=LBTT%X&{M7
z${<K!DKSFOdcmCX-UQ}t^&UHha!yt(U36<fRi878-C8|BY~MhayFAP1VG|%^1~16<
z<1>c!{~YRGw1S9`-2r{CahgRwaei|n6h<;K!|tgG^}_=Qj<Ks1`mAW{$W(EChz_8O
z=tx_2CqV;9sy49p5=T|7Y%Zn{h*bkw`8^zEgv5o=zNmK0D2!IlvGktkm?_Z1b^rSH
zONoXqe#g{}z`#)MKEUCVVx2^u5Z=A%>eZ{&7TFQB{-xQOw>wbxtw0~q>4*h+OoaVR
zi0TPJ;^l45OyZd&-X+M*QWz%)Y4~#BKhLyXan*XIx;1`H%)6?Y(VVJZ<);OPZQD_x
zfy1OL-xC~Y@cGe8MNd=j_JJRNAt9ZmXA!RcYS=UYQIu&x+hkL4LFO}<36Q5wFRGSC
zFPhx;Uw<uMwe7$uV`F1sZ_;D~^nG)cPz;6oJJ4=PivxTMN>YyZj9b_gI(@dCMcOni
zv~ynvg&l!a+?g@>ZftBUF=&(4713#Fc|?jiQx(Lsi=<m8e`wp_@x-;qZ3R=J@W_Af
zKh_LTI+FeTC`2NGwyT4Vw0W++gz4Xlzt9QFs3sn^QUm$`=1))UMTd<$duj}s!oK9Y
zKerW<F@MJX;LYLU6eSLHmV<-WppmKwAlS^va^Pd$Sb<}Y%jXw2R8<KoFjv#dWBb-_
zU!IJtQEv;HON$3W=c}2=_3n})S#*n(Q#_~;c^!at-b7!A1IT51!ir=ou&lj3yBG>q
zVopH#@KU=xr#|J<?=QC!v=}aWCTjO}oQ2{LdNzOogh3kqN9W@20p3Jip92FDu3C*A
z9#Xmo`n9g;bHO*GM06pHMi8HNZAHb-Y?Gjsxbp@zsBUOx@1YX<LnaioGmVW9^WswU
zl_=qUpW|8d$B(Bs```J}LrgO;sXRWjgQC|A3Y&}z<!-$I7)h?0^yJ8MK;t;_F3FtL
z9$CY{$HDr<mSqgWWzM_N5T+^8&qar25cP^Dp1i%RZG@sPI><H0Dx|MPbOp55Xh!??
z3JaegBFCadi!i}3TkJ7N>IfZeSBt`>kWN$(s05mz*hXzIrapuQ!jGJU;=FJBc6>Kj
z0@DU)4lLSS0Tze!O!7PsKkPQr60hK5M@h9#1|=kx!#^0=8C*JeCut%Qy^d58H1-Q}
zWY|}e5=Y=J(*TZ4p?@z9-S4B&_?tk|lQ8YF%L@My1y`-aNhgwfEM8@)to-7l%D&uu
z8{&olQ4A<dLo%I2gN<~o5fa*6CGPf~vxU2#65|1&BHwe<>PBk~2L;j6rY9vge|cE`
zy_=k}VG~Sng~#yqN%RxQ?GU;$*>qB^aHJU3u{p&^_lj>@Du?2p!Sh;a?2<x<o-AnH
z-DoSH@jz^TOUu&)uaW~|^8}Yt240vwd3kRDA~EZhE!J(5BW}gW`Bp8<vhHKSYG+P9
zP%i(LEO_k|H~*rJSGbx`+CCw#T%Ww%%N@oT3pf3g50-Hp>#=x^IFS@(K1_T}mlEcB
zpM<JD1w3b3eR$?X8)-O1&{%LfB^KEJKJp+ar_c6q{t!0O+sKls#S!vRBxervpnP5A
zbMjRECJq9M+i9YfEy?lG-u8QL>}x@`#?$*{{9;!$$rBw2U|M|qZ|g-0?<XLDrktNk
zZMz^g7!>5p)&M1!$ni_*8KHqN3V?ijNe#cPOsf^8dC9NEmj2f$UB|Z^eX&U}W(rp}
z8MW)!L3(@>-lccK`QBtN6XPLsbHVk%anFSQbi_)=zOq&2)=odM>0wqTKs|mBT#XI^
zJIcDiXkrJe<~f)gQ@)Np9NbWQ_Phu=ax}oApZTqS;IqM+C$H4Y3Ig<Jbqw;oA3Yj9
zf0oo>t~d?M#9X{sfJ8U>Pp{@51YP`k`)RuP?jiOh-p!{=+voQ<k7o=r4?h=|0x2F4
z1H`sV;V2HCWTedwzyF$A&oVe0O1G{|uC)yP=zwt2c2Lkj<Hq=!_sJN8kARbn=pR8v
zHyHqEZ6Tl<ZKGQ2#~WATSmPLWRBFH6rX=~ln?I%KqZ%j=QtUz8Gq8ch5fdtqf&_o7
z>wi|2&78*>6qaICD=a^MD1;Hl-sZzBvcx0v6^aZGH<rGFog&`1ST*Kn5&_Cmy=SI`
zZ87r$=u46v>UwB+_&Iv1>D565aWN9}D^hzCk_hXXH6Q6yB(Q-fqM`a8RnG3ucaM?p
zuHS3baD?D=-dL|kP$!CW#xM>9f3rGZ8UP7D(SM+&5!Y!1HzCC^FKk%5mSmA#?ft0A
z8VU-2Fh2*QdLR@c$-7k5L2MEj3bLz<+N4qplM8g><4Pb0ejOk|l<;^!HUa~QS&F-M
z)@A7ZaWeTvM@Yeq|Mjjt!9c8@`7t0VkxS}>t_!<II0tzHQe^(FdJ()X50Nnjkh1{s
zPi1*Sy=i`WMse;(?VgAzl4Ye<p~<&+=~8J)O2I=E9J}_i`Dq(s-yt$GC~#(+;%y5v
zf|Gl>$z$2NpUk(d+WKYI10J3f!@?{gOTd}_N2?=}0;PH>IS6e2{554rGgh!otYBs)
zE}GX&<UY^ez<ruC694J^&+>(2hfjYC+X7N)qI7Hk`GNtiieBTZ?XZ3n_I><E`N3@<
z>xTgusKjD=2vALXtn_CLX%5f@4ReStxI%uQJpwU7T9Uzygh$W^Akr>IZc|{c)AKhC
zr*jZJ4sxxebP~rK8UVXnA1}WRm6{}4Omq;<j)@5iKR6Uw9lF4uB0xTdzRLxLDol=e
zU2sgRL(+Ic=4Z+IBX`4uLu6uN!9e9cN6TBfYD*HNHagl+&>=GtPJiJ}Y~XpjFLNOS
zp1fVD%_#&r%CvIfKu(g#48d1U32sE7QD=UR5x0(3+_6>p-hkk{i#ua(&|^xQ#1wn=
zn>T7|vXgh)r%<NhT`?wa1@@nc6jC0E_n8a^%SckHRbgo*2#<RJYh$pZFq=$2brxTU
zj3O`w{XM*8vGqKvZ|CP`LWbK59OH<y`1CUh8QF+Bjqg<N{g<vq;Swj)aCmIat+B9(
zGOg#~LsCIOrB!?q+0KD4i!qW1e3po=q|pXb5z%E-W*`YSr5i|+@hv!!-pu-u13Qps
zw+Sk!b!*n+DOhqrS=G9_x`e%nrx=8a+}XbiZLkK34B>l{_Qs_P^D}L*J);;Iwymmo
zONc96Wtdph2Ash#DiVbUnFdk^Y|FX$-Ao9bb=a25Rc1hunlTkfCYI<};?MUStlvGl
zHa|aOPk06F`1Z6sv9qtfJ`OV$<0rVLVLfh3VIANV;cuj6jUfe@pSLmD1_ex<&O#aj
z63Jw?-bqX!<T!jfL{{81{C1Nl-o+!Hn0gHrHj=I>gS%7W%*puoicuPuD}oc7AAR&Q
z^GG&z-|*cv`Uxo^5!dljxQ+rnXoT<_@5ti>8iR~8_~B_BL9`nL4Ye|bJ|zFEXun*T
z?DQ2-4#?xwRp0DOgcmvEZ4uu{cfw(}KNBwgwFone8VXnw#K6a@E}?$g=UcYUm~49E
zRQxpx)rqaa$}`QU)l(mmnU3m#)b;o+bR2~(bay8vsW6!thdHHWfFCl#yMdF_9$J3&
zUcwcz#-mL7-E*#=sPf?ZpF-LG?Kl*TC<kO-*4@Ly8oeSgPdc$!#VKcqQjpd9j>6Sw
zSmZ*5xs+yJr>oHQcz5mRPoXJi*8f{V6BpY-j`Tc=!HS5SSRB&jKA1W%XY(hnAYu>|
zFfJ*;BH?l_fr}ER#~Z|gC=|4}_fGdhP>}rA4XFc>J0uG9`k0jg3;lY(nJaARG+bWr
z>G?9wyWHRjz7ZVDD5@u6&qj!=G{<`BY#fR{zWl35Jc^<?9|?pGA{=0ni-a2KK|^Nf
z9T*_P;z;3-2Y(^xlO20r684Gl$xN7Lk7N94_4S<<V)h_Mn4x*+{j)R7v<2$nD_;Au
zy&Pe|m%779#wih$Q9V8T>-!dYAFumC92mJE@S3WL5XQ6zT|t0?r4M(z&-4JVUiyH+
zvR3Gogsq{SD_!+wkpi@U-1zSWf(Bv8xz$hqLx&iApPq^i9;uV?oWHZZ-Cp9J?Z28s
z07(daZxk?B8aGio)Z~80A3A)Pbof#Ds@+w!wC<k3*kQYK7-otv`|QvPWbK}7+phDo
z^Fl26qw})Nbrh!{L~)z1z^k)T&+ncR(sb|}dO{$md77XBGn<^(MOr3&Qn4vLU}3u|
zM4I9hS;!cKbyLzqXbpql`7IzSB=5Mp8^wP2fH$5xT_o=OMU@Q5P^XLvosJ6W=cucy
z-g=*5l#1e<D8NhU-AjbaqwTkca%3k{8CfUCb$<HyiHneyJuM_IrY`6IIt~C^vyQ)M
zhg)&(nl(`LQ3D2%*x$h?h^fzHW^Zqlfeqg$b<{U6Xt8YimZi@MNBTAIQt|yH6zoDl
zMlml<d<d`|v$C@GHjMW5J;q~JqRnHK6c_23nLWaP#=|3c7=`Yng2FSSXcmgo<^L~#
z2X(4_#0|qvHqh)hhZDt2DuvAfT!~8NnR*8zW|#kkMlAP0q>lIW#5*<lx%lme{rRxZ
zfbZ=0>&`Ns_s(WfdQV{S>;JO$mPpn&gaxB0m*)>0{4XyCHEf3$ihVBdKW24R@zNXN
z^%WPDMTQ%_bGDyZDFB35nTFPL=TzZ4w>W$K^ixj{(I)C;#=b^h=)yo}N5>*cu)+Ti
zaFlC($N*^oBjT6GhcLRO0XeG$atoQ%cJ~yI!VPkj_9mGr;GJ@lO$0FL@ayakr2Px7
z=};i!2MQpLSb@C2LX1gqx8k{sA02_<OW|&|lrJ@3J-byJQdz?APq$d?&7C?^<~*C>
z%Gv`27;fGTd`Fs4b>X6i$*dLehhDmIspCrQoWkgf(%X@cjQnojzRk@qEL?9J`{Bb-
zIT5k{4`K<+Gj_d!uGj<aS!8gB%)O#0t2DS_s*Fr|;a%hq9~5dv_}z8YQdtdiEL`Ib
zV?F-t5|#?q{*-tNzJnIa|Lj3f155!SieNY>7UoY2P8@<;R6gaOy$`Yrfad&U!Vp{#
zgYR;4$a-jDO0s4OYs8l}v4mnSgpAODYEB%$DF5gOzkGWM*g~e?9(m+hG#P|JqOO68
zhGB1lD^-ZBL&mA8HS?DvB47)S-b#7aOvbedBZkvS7h}nWZ7lGU;2{hRB*wlkUzoQc
z*w}BFD0HBD&Q8f>IxS}prq?i64jQ2YClOB~Bc+2MS%eIZ!Pq_sY>{<%8A(wXC+MJK
zx>nu)N3DdSnF$X9>55}5CZHS3M>T+5r3vQL5E|~yT<y<<J9j@CE+-@R*+!X|ATgk@
zq04DP3#AYt5qhI!%~MXFUk^!(nMx+r&_{(CMi}!dWS$e`AHB`$s7;?=)*bbOupqE^
zZ&Qw-TXD4B(MyJW#a%OS!IBLw;4j?(_ZdWsB#bgyR4vL19rjpYERZ2u+dU(F5ji<y
zWVH*eoR}1a7p1=?KZ7b{<SYFES&jr8wi(z%)N;HfU6`?&^6gC;S2EDTkr^AR5e8s5
za1JNt*t7`eU-N@qf%N&H54sA=k{}o&a!4UnNohH#X|;>gT-O3dj3+U=IS3DQ<5i~h
z#Lk_)lR@v;iSh*o?%ST6lC_Rxh|>WndKHJX7LCk360HRS6|qXx)L_+RE&ZdOP^$Nn
zS$Dih+VIL%tF+-gAcg^W)Wh!r9CF#9Cr+t$H1?j<mc{g_@XQ&Qw_uAQD1gke(d`HH
zgE28PyV!w?YiC;=CmJA;SU?qw+7^EIbHewd4^lXd@Kq(c{%K(#T|aiR48Rl!w1)b~
zo7z07Xng8aI6>^F#3uBn$1XesDWE=zQx0@r>%Xruk!Z%G=f{R^qy;PYO92;s5<jDZ
zb}@9JLqsldQOq-da?hdhd|%cx58C=@!?w+vlOe*T8x}UuLoy<OV5}CnCI%ZG2Vj<q
zl%BAMjD&U}{>(H1?)_f(<gqzSeAU1bY&vVj6VJl4W-(=)wB1d-zF#A;23Dk8WXu=7
z*Ge<X8Ltc#$<DWjACQ-{-GMbNEw%v^*Fp4q03}G9h@(U@1}@0=eiJ1XLZ^6Q_u9=A
zkmq($f&FW8paYoi1ERo?h7Bg|>}Jw1_X%P99ceLr{rZ(I8U~AYY-EJHN{EV%{A>De
zB%tjP4<Y;#60lzou7pGm_pXH^Sb>swex)DALzQX!Y}@WynL4f4S&zkS3Kfz->G2^*
z+PZ{O5VJR$L=nV@!8L-j5N8YAq=VQzpz+3fUNLdNL%o-1USl7hPg!KZi|lMfP?$gX
zrQi7~ThRyb4iTF3C@yaD?O_(e1Bg-N^?9i+7)@805<#4itu}}cLB#+C6bt4t7&>uV
zT71QGtllT+AK7iV&3D$3+QNDL)~#D;`)I@*aM!}%)bE)Y-WmQI<MA5<pzMZ--f(_^
zcYDp>|Gt|yEEJJ-7HyLZ;a5Bt>e>7sk{SXt70R$ymN%sI1hAGQTpq}9fq2KlpJGrb
zv=qA%K<K6_Px5kL#~gptYO|*z-#>C-4LoD+n6WyO-#!VPcn$!qW<ISJqsm=g<HyMw
zBLrakb_dV@IM(82%VYu=te(P$vX?Wm9hB|#($Tr%^)Td>dCw3lMonHAbO|E4V#5S6
zsm=fObN3>fQ{_J1JTLL|J+ZLJkRc}f4gifQVT4MxAqLC~I3S!zrd((3c-I_xX=Zhh
zQaulnO!VQA?s5~PELE}CdeRLa8nQ7XO!X&OM-E{~<OGQmsE1vF{?&)fK7;I9(B~Ge
z;KW?<79-DbkW7?l#P@}E97LW3hs0BwYbZ`JXlhyE$Jh<VuD|ofty@jRKaBdPh1Q*N
zgWITbn#FnIkrY>UVEd7y&x*b?!DvvtBEAFDC<xz4F?&X)NHF7K4KjQ)DCk7PJvgOh
z;ldki&(9?7xb52+DAmHaAMD`qF>fxn#h7e~g>Mll+zJCUKdO7;S~d<h1;uT0-6x<E
z6qzvfzj2_^u&E^od!hVPCM8XT7zSceNLzz8vumln*ED)uiUj5ZlGpepNo_)0iZK54
z`C<Taf&>?8-d)-!kffTw$3@`fVW!nTRepQu3#Di_BwWjUpUCA`{PJH-mz!!!55PSG
zKS?ae$N^c|=6LFQWPD;sfhUI;Sjnsp<{^$^f$BdweF^(gL{(x*e)E<4-Mc=_yT$rI
z+!>7<Sr_9E^a?*WJ%?dLW0NN*;cOO(+X2Us;or8Rr-6tGn>_pU)WnA~w@Kp$UYhe+
z-WVvQ*IwjO%xeYYz}<#jfp%0JVx$Cf2<c@V0hB_Qv<K!HE}ODN|5j3C|E;8^{{4D8
z0%Y`Z`|a%(b@wrG_Q$>dDG$0V$vX%ElG&*Zuv0cla08fLBHa~SJMpHFS*Y{5?bSQW
z7dWDOAS1&h`})CE1ZTd30W*O%q(eeLpL^&0`jvb3>>;6yeG%|OrIui#G68PC1Ax))
z`|g%?YV7=Mc||bjaoq#+e+~ixYI@HW;((m2fu0~pMVqL@=;b1KCShgyky~iu%C(DV
zwuuPi!oYSZMnb;+@fan`wW7pv8=2Ux;a|zZ0s|1`nR$$k%9h(I?pX(su-YAG+K)iE
z<F<lj4&Mg32w_Ju?^wB-FF_`K8KE-@@38X;>d-1AQREs7C_~YZ=3TE^gW<xxpee{5
zvJln>*hDQMe35F{G4R;GPrGTXUS|p4V1N4Ps#;5RaM)mj0->c7*aiWXguA9}WMqzH
zT!>Etuoq&FFkN6Z(&NV`<Wuqm%y%VgJ_dZ~e(kji)j{RItQaL}8!^LhL3lUYh7FJZ
zNL}XUsyGcJavIt23=~}h_XY1C84<9IaX$u*8Vck~MkVvk>&cG47AMYS=89l6yzdF>
z{T+pe7~fD3B%%E{ek5-RgIem*P?fg58E207mtlN9<sWCjYWDrX&#4TsD$zbOA3;~H
z0a!8}ojz3dS0cB}B>@VdlGwm(jet64adsJnt9|_YkGFs84y96?KMUB6yG0y+W_{;o
zdkGP*(JUzQD#_S$v;Z?%FiM}G<ybchELpnL8VerXCTojwyn*0VdbhOX3@$>A#h}*-
z(tFfqBzfxDGX;<*GETR7%U<4<|I=1V-$gGw24)-yZ@T!ReYs-0TB`PQhNI1;rtbZ3
zDO54$!#M4G5D=q!N2rX00ei~S(e*$3G~PCMQLop3BzQ0S)LJGpLGY@pLjRTFhp|xw
z+1vqrq9V9H%gtvF{O%3;$AuVPGZ4(-@XuC%U);i<;qXbsX^qEL_ZqtjeB4JexcisQ
zB!k<R{Z2qGF`7;@EYyVhvqjFU0M+!k5(J$rF+?FeeoE_N`S3)J!ZkNQHkE=ZN^(PC
zPE}>)0Gi$;CqsOae>#Ze?cij<%x5w`z2zl#prHeXkM#s1!0GS~5sxLvA2tQ$cMy3@
z2fIHIvlrd(nD!F&9Pb>D2lXl<0v*fvODM*0aOYyzG%RMm)`yHxMb%;SB!jnqe)R%5
z3sN;P{FO})rkY#sM*Y#dO%li4#L4`_%ZSnptln~!tn%HC2BaNJCLc+AUlxyTur)jJ
zeWpn!Dv`*SH55O=QP3PzbE&X}QVrZU#lhSE+rl{fQ1h)K%*SKp2#--~rV4EgK!P2W
zGg`fI+crD5#T13rmPnez*>A|$-!z&)B<w9sKk5MH6Y2oDk0%kKW#KSm?q|wYKk`2F
zWHumb+H<I^q^Adb+Mo9Z3tcPMS{pk%gva(EYb~;iWxj|o5ffL;SkK0G4riipQ{hd0
ziz#Op4D*tFKy*domL<O3;d8jrD*yx7QgJI@C-7bWtOr^F`q>tN#MuvC8SoHwp;y7~
zIui*oBG-|Poh%5748DQeBKy>Z&Hb0U{YtEY{`~+3;xq<SNC1qJ6dy-gQ-v^<42FLW
z<_Q6fM^{y5uy|RawWA|D03Oc6jSJrV94{A+OIkd7@)r64{K3Ef!4VjL`U*3XTGpet
ztB^{yvBD=1)I(SwbcJ=G20w);NQ(!`r2q8vHq7&qc?5(8+4#?}?aY}o1T`h0pfW=q
z=8AMSU_J*uk-6gIb?6O+s>B-%A%g4&NaQ;ePmmO-x&S@&X2Lil%3tx9JT?))b27+B
zhFc&2MMgy64r_3w{}={Jr`l|4R&(q}u?4~*4cBL#2>AbVNL7p6di{Dig`%nnGbqV6
zWVjo^EP4j<g9a{lYV!zmE%@=qU0NK*c`0Zz!6tBD&f6p9g!R)?D5nlTaT<ktn6P8{
zikZx2GKEa6>I6hXCOAVj6$w6OSNq%Fbbr1<`H8xFjo=@efL+9VRZ?22jW{GW9Sj7D
z$ZWyO_}lF1*K3=M)sGyxiu&G@*A2YB_YWmACm_y&w?l68H&C#%7D4CxF`+@WNh71>
z_}3w@Rnqbx@)*_xj2|t-f1y_VwY8Romlq>5r1wWMG&bS10h5B}ewHTz(Uxo~>Qqtn
zE5aO9$^$ZLu36;@vi_3ggt1e@!-o$yhYOwsIc9p`XZV*V=Vnv<c#Fts1)4Wub=cD|
zs&-?=zmucrkealBVZjsbn#RTvMvQ~?p2E;1S#^d}*ZuudfFI#y;698jQoRELB^P$O
zLjzx%?2CbJ2NYs>G0!z6X(UVg;0lR9gJgGPsNH;gO4$A8ZpA01mMF;l#EaWi>N$xu
z0{)>7DN&=ym=TnQ3yx&{Vz+cUPuz&TBJg5#kwVFA13fb8G>w>lVOj09tY;@%MG|ub
znTWqrxEH&nkg;)CwHwjhBudiYnJVlwMRWt8#UDR^wm>M(Bz7){v1A9OqK%6|TzKFT
zCin#2Eu2P*Y^ds#4iZWa43aspbxzn69ABv@>11y*j7HFY!w2aXuf<CDKM{KhXbGXC
zOIfz15e|%TNNR&U2IEM)kd_L}J;keaFu;qosEoPEw?JlO8y78(e9RjVG6KIfx=zg)
z&4Df@Y};LC1pkIEz%v|Rk-g#AN&&@XA+H^tG^31s;6&T560{5JG$HeX_wK;XAuXAl
zc!>XWzKBYNaYXanqWPll@ad4f^l)3O<o$_UxpNsHh7Da2|7L3mEJo*S{q&a*qiGX?
zH*bnTby=0#Y&{DI$REA$IPkZ%lGw2z_6W1`jY9ftv|IRQQ4S1MRl(-0!iFFI3J7o>
zjg_>I**=ih4ybvuWD3cI8BMny6tU8{miNeSGJ~;QFp!@gq%%Cuh_lEwFH!4;r}~HR
zX6yw`$~uO_3s?NhZh$1c-*xaVQDHxPI7JE`WJq1yZTq9ku!xh*vZ!LVf)6_FT7W=z
zQ6XPlup0Y67~0xVvco@5jurNA3+2-|g#M*+OUn|9f}76&6h2ruq~nPqMwc;=`3ghY
z&7KjnOW&&vB#&VqwkEQb8R9zeViw&m^AK}myF0HW;7!S}{_&k-_s_x{G<}ny&(q>T
z%fvgetLZmW(yJ(fY~L`~ffa5k=?^UCpnzVu>t^Y1&<S^AIEZXU!u1nn^%TGz-VGTK
zgou(bXb#sp&AjcZ0t}mXxzQefIl}EjJd_QR>0}!+U^V`|d$kCkAeJ4>rW^vjQOi<;
z8bcxbn-V-jl&$7W6O)EXmi5Fo9zuLO#Rbt*a#+ta?10p%75f_HlZG1(Exr}Hk8FF#
z4dPxr;v6?}tUHJ7?v(>)I`QFS08t$hH`yRz)n>6HkT;7`ok3q3$@W%I`5KT_<M0MS
z$+_Fdu)Qq#0g{6_*<DF05>Ga80|Q+Cn%-F`RMZCB>+8+$Zp~iXUlUSg%Zd35YSED6
zjl=%T?@*aXe--?vto*uZ!}8YxT@;Z`KjpG6lg+Sb9rNtN=sA;}5I{GRP0D@hV|yf{
z%C{tr<wd<s@D&yieHVQF`q5Rpf2BHiHV8y@&%xlr@$ZNWU?9UX&`(p*C_+-*t<6ii
zE%8I^2O`L1JPmKRKTnNpMia45_$jg<83LoHQ?lW6Z{hRdKO1&tWkCVv!v;z8t=!07
zAIN|7unGTlq%`kzq8oc@63i}6Yzr4Uo{Q_|n!nKl8E64?@9XI^ZP;DiR<LlX;|65G
zf@pCJEiI+R!_>#G%?sB39!*mavx%>9w-eNgWbWSIPD$RZ9K0Dr0T72NN&=YA1V2~F
z8be_rPT-i)w;HxQX)XU3OZ|&pgd>Yx00Z)4s3{vpdSZ~7LqAi=o?3)@VE8}u?rfG%
z#6zSyT0G#U0E$Sf+`{a*8m$b~cIZYx0Li{aIvm0Af!{aez>c)eE`3qQj(_uF@hh06
z3ibxQ*=yHviWFNI<A50^PzcB*WIdVM`3g6269y$VtXcB_xeg;8NeGSPZ92hSs6e|w
zLdjMf81@z(0VyYYxN;Libp*%%s_jeQsa)H=7fPjZw<$`fmW&xILn+NIN-{=5C6bbi
zMY5Vp11(d82xSOGAu5`MBr=6mWTuhI`2DY?z2Cjh+3z{$JHPMix8L8}Zm*X0JnMe$
z`?~(qrFaUBL^HN;4%x*Jb8{0YyVkdo<;4RP2Szq-&Q6mTOSo7D#nq0!m!~y-Bp1Y7
z#>bh9kF%zfDgZpoh#<9xHHu6fE*bUM*ju4Otw29Oi4p}$<H+q0rm|h<%82#np4%D%
zr<7z-aG*W(=Ft$=3QSeF_V(>tuEC?r2(o5UK~jOc(pT_&vitP?jk)R32km00m9gQM
z908z6=Y}xZ%}F3ivQ3JLe5k~!qoWh#4pB-9>HW4DFdS0w4p=~zZ6_#_kT?4p#<NQC
z4I5hQl~7f(qepz(E%WYDT}2rr)qH>DZSXe^6kAz!095mVqiP3yKueIXny`A<ABl+~
zQUJ2PSCB=zD)RP2Y(}QEuk9dhq_Lg=mFcEU&cg=hio$u0Mh`abS13g#S=fL4u^nUa
zeQ;8zpg;;x6BBDHmOtR~n>7rclxI8lG^|o48ziQ_f3w>Cm1`|O>b+*&ZN{=)Nye#a
z1?&~ozyJ9VhD>p7ZD~z_Pjw@lI!>#a_M)|}1R}e+2i_Q@K)n9xw)JxRxcjL248h`J
zEvX|j!V23=ASu_$0127jm8rZ;WipD`zvWV^g5t+<yDM34$`a{lH|2sR&SjG87K_SQ
za}F<>2m%cTu3okX{(bGK@>z&}dY+|^r(${FGqlPXpJ9!cZS$~O{`=|P{YkJXASPKP
zPyh$+39i!`ea=GDN0pmkNjKE8$Sd5r0i3>2PdDk5NyZa_0N5jjSa99Yr{KFN_@_3V
zDt7{FaZ04J*$i)(DRJ>HVjtmiX#FYXfFI}InJ>_t6Nk9p%N%?BlIDv;5Ms1FSF1Nd
z2}DV1zgq$#XevyDP7<(TL&JyYRLv!1bos~LTBzsl;><iWAKy?V-wxjflK=@#%M%Qx
z=%XRE#mF`nSF?7Ta+htv!PwJ(g1HsbN0P~+aSqtFGQ=7p8}F4(jkmWqx2eF!4AWgf
zqid+&AKCcF$6Po{3AOo)@Tj~T8vMRw0GJuFp`7h=oj>@}8HiTI9^W~2KN2L##M!(G
zQJa*ev@UXy8HL~3*QeY0A@8spQAZJr_N!1A;?JUxdU|gqIFL^u_$dw`D=9>DG63Ye
z2x6n5td=wJBN&Y<AZ%f1rx@Mbv4I|290fUCUxpYk8p@NLqFbOVjQ5-|{PWGR&w@~2
z;0<3b#re48;!z-!mfT|gdrOmrA%}WbyGYCI2J|5|;&2-h&JWgtBE@w$Z+wQlp)Gk`
zYmNWv@9I_QD12Og%GicBgHy)n@$x;%UI4tR4dT6Z?&XK31Lc|J<Ku(KU5Vez@FNc5
zN9ZFq>&Yu(W}>kXI@TZrhy;G^D8winnb1C*M)LG}r|)>Z6O`%SG>ud8WU&Tp)}tCp
zL8CdFMU)G9PDn}P36%|52c6No7@Xin2OG2kgRQ{6%ITos+}@r}t}X%22$D*@EvELE
zu_g|Sq6Ot<2;c(U8tfO};P6TUYf4e;RKu?s4o^*>9+#YCU>?bt8_=nW_#-SR7Bz~H
zzHv*01Q*lCY^cX5U5i{RWIqF=9BZn8CQ_atqh82kZyp@*#FP9yZU81>(3qK|nZUPI
zcJwF^k0QVsNNk`=oWw9VOm5%Ih1H$-yLpH=$F8SCT3-~AS7E@mv3Vmpd(ooW+qj_}
z2`H&v-`I8n$D9j{*Vzaiy0@8_CQ4^RxgP3|$G#CKh&;sRwA7bF^@v(+j(rX6$1tS9
zHV$YRIVaK&mB<8%!nuu5qZX8Z470;f!_z*F$DW)i&w4@uq1V81S@bqT_&RiMz$TGj
z|0u3ADfJ#_i!e1Y_^5GTn_o~oDrr?9rk@9-cii}h--nff4F3TF^r@FXzi$jDQb-T3
zBGeyS6@Aihu$mk~YC<y50-!J>Z#ep(U}gdkK*I6CBj8@BO5+}DR{-1hvqvpVLS`hJ
z9%LB+6@+qJi|WQtJ|LO6YX^&8n=^n=h6?aZOcrPbS5C%ivHdGJt~df*#{>KFkJtwd
zWJ%OgSY&c7JzFKo7~|L%iO&O-4R<v!Q_fQw$126KAJ9<`L0fG5%EJ^dX)i~8sf?zk
zrj{zLSzYqHUO^x|VDmXOM5_?@9eqL!N!&Fm8Z)5u1Y98v=!9tx2N<g-72P|B$mo!5
zDVBF-S-6qwGuikGG|Ev-!C9+EMg%g90Ty(9_h2N^D$YCr>&RFP#2feD`C#b~YLgux
zp&g~BECTx(J0!=%dr0g@yY~_YXSmh$<IxmsixCQd8#Jla5-HfN{1(_)u&cMoeH17Z
z)<X*j-&-K`a9X$$g{S=>hdHtM5^VJ?u&~45K_l?&Aln&SFa?5n;(@#c$Hebo(w+J6
zp(wm4^=?lXzA4(A(POn@9s?(q*c@!1tkNZO=FE9~6}1q)B2wz0H*$b{i~RPweZZO%
zur!kJy=Nn}nh02pP)f9=xOboip6`xLC3hAj`BS<UZiz+j@#Dt}Y||6gh9cC}VCJvq
zqn5-Ul#dUz_$vOFa}zfJTH_?T0U9oI=mxYt*;>1C0VA}nX;vN%0whZAG@tTUu1`GQ
z6O~6C=(RRfGtV**>1PG?9GMKd+BE-wZsUH~FjVxo4iPM+SW3&K?FdyuJQz+qnCOPl
zI8&{5>E}Cqu>~`x@&R^(9o~%W%&2%o&SMoKOrWQy0w07T;<0sC#MQlXY5^%vMm-5B
zma(!mTz;gxgpg<!4R=7hNPG}*cl^m^XjGMZ2oRe=%^*dH0bmGjeC~sjiB28b_?-_6
zp5_5WNna68j|AKiIh17h6OfZi<1|Dk;DO%(_KF@mOP>L^IT<*W*HCb=DWu_Ov}NEM
zBM-uq(~sd5WA9RUJZ8it;L8wFtx?N{VP_q!Rjfpi1LUv*pssmIfRY3-m4al<8m%rT
zaTtU4_HWJleyF1vcmo|!H9fe`i8v-8D0T52$=Bs0;qm^>)8}}OVQg#fU;2eGG0JK~
zXA{uDq6(2Lf>2BO!@Y;&lHgd|9iPIFZe=i3;SbP21WEs8E<H`d4d_!7g_fcCXF+#j
z%vxyfIHdE0nBm!OQjfvWL999&T7c8|om;OIC_n8qFyQ6TS~ORp%{Iac`1WM_o_xnl
zsa7xWlTT7l8^NKR*qSwdr}CgF8JCMUpL*U=#bEr7ovj0u76@Q;iyL6X+2ch*a0dj!
zaAMKa#91xF(-7MN@Q7j)I32oc*Alr#r#~Vj+RQBuTMl$7-U`3IL3Kzy<*rnW>)UTa
zomwJsGSep{A+xisyUq&c<9V&dkOcq}&;~KdY&|qeY)$tw$8TpbA*OI6e!`k$oOzI?
z7-19hut#oIpr%LXm1%p5Dipo+T5oEZoZG~IN^>0jF1JG~840F_I6^G)fXE^>1Nrtw
z0p@CA%X9Y1<IPl7BNy?O-3zh1K%ud2^-4{$K1}z0zG>qr$E#=W{flu_Z8*%!NE?Bz
zfmj?+8Rj>o%cc6zyr5B}czD+_cof;M3Xxa6_{UqmV;HG`UYf)F3$GY4`&Vc5LKFo~
z3~uNh7?DVX^M}ejQ|l!v@+fd5=D0cp&mAe9Z=)wDCe}r#S!o&JYY-QZ6rken`a2SS
z{evE^{lmeUp-XZ0n;pV^JH$JZ5^R8wARR}KPT_B;7uo?15QT=M8i*F7i4OyFVGN8&
zNKh~qV0diS;9R;TksvUDEExT~(UZ1OtE*+>iJ5Q^U!=S;vqM);Jni&RhjxJGRUA7O
zS7isBk1hc)3O0jMRl9S40RH}C)l2tT9G;!L8h4Iw{ll#1YgLA<cJ{{gU<+pCi*k8J
zmp+CJLt@mY1891Rit*>{ag&Gr*tg}SE=*2ZDSNTm7bi+0mYSV~I)iObTs@=F`fuvS
zAI;q**D|e2O8ve772QjDkYJ`d$ME5Nee~4|e?ep8zY@(5YqfW1rF7F54bslRLT3t;
z&lN(5ae4w!g;RmbaL)Rh4pFCZozah*Y5^Tqzudd%7U{H{9mC5|8S|JvH`jGN)+#x5
zj`8WFtmm6DD@I(Kl7Qc=OPo^Kc=coD@Av((!)L>Wh1TAL=qG$Bs(a@#Y+R<y7OH;+
ztu}yGf+mq-q=$kar*k43U9(!<vZj9*8@>=`pQL9FJq}-gLq_j}{pQI66QmPCrzTxb
z&5Ui&?fV<!_M!~KGAMol&5w`mlTl7ne^mQjtOJAK)w7EtPH241$CgI`kUfOt$;v_U
z4(+a>*L_Qn&G;{}{B3EZ)Os<(qxRhG4#vh8^4kWU*x3hr8f;}I{4R`mMyft2+w}OB
z*esUwPXPFgYART{#5nX7ep)>jbiGL2a!xb>4Pt2TeSTE9cqICP(IIESkIBMD_mb`i
z&Se${YZ8J{{OeUz+VRkWVOK-C<}2*{=!#XOz?d*pEYNA*vVA@c+dNUouJ%iiaf^nY
z8~Xxn6Z<By?$C%aS)jYhQOkB?GtMt8EUb3Cv61}UG=+i!zrk|E;)f&v|0QwGk4CdK
zcy1_U1qCDJ9CfJU2euZ2l&H45R1SjxSGu`xAJhH?N&wQDkYTnf5C9xbQ3Xhr@S4K1
zvacCZDE&fE9bBc70Y_BpG?k?3NEa@S)N*h~h0h*mmtOr1?`n^77p28{7p{Mv=)gxd
zXo25l2s^<($}#}ZJ(!x_J(P{e-5k-c7^#G#Z|=tH5?ZRZ_LR_$@Tk0PdvTJQ{-Kot
zs83oFPjvHjJ<oTqKg+A_jzZX};rT%X6ovNzmX7ez>k9ZZz5Fe7PH~&^t~r9Jgm?F4
zj9+%jQ!xMj0k{KHR1uAUj~}q>5>VqLQfPuIK+&ZF<S}msHcFI^I@$O7AB_jh?s0A+
zNTf@J%4(5wPWt+0w_Be-f1dJasmupxo?ljGh?6B|)mfeL&nUbJ_%X)!L2;c3+61h+
zHCxXy3-k*$6M%8-vm+q2l91XDxvmfdY{X;WRICJ5S9ER!Lto%Ad-_8@xDh_qhG4BW
z4>lg>MZ30|V}u$bXTpO21(_i@0#`>mMT!r2R-8yTqlQ!-KptHWdL#auW<{Ywyh#&(
zs7%3`PbW4M5hx}ktLp($;P;d}2BT^@Iu!!Yx;tx3(c)p!$Oio1N6n3po5GPLNAU)P
z$HNkB;8u(Bd%kOnzFD#f`K720zy?7kUm-<H3zU?Il-kAFhM-5Vpo2AzkbJs}sUifA
zQg~qo%WbcO>B0YZQXn4Rf(!*P+1v~TF)ed2rsN;XccP{Y70z)yr+YE&t$7f&=`=jt
zYS`Pi+%gZ?g<?q>eZpQ4*&bKdrQ;J!<D5Z#e5EQC)Xi~b3?c&*b|a|`*=2yc7SOD%
zJ~+AU)?{}sfDi<MWDNiwk7J&~XTV#+0KVrbSl-#u@%mPwzs=f9i|df^Svuox2J+hK
zHw=Aq|C+1Fu07%<o_|;6>mY95i4Bl{W#(GJi~kbX{q`##c$`&#Z95w?9V19ui%DDR
z-<uJ7gOlCx2>*B+;Z>ZuN=o`f=40Ik3>u#{`gc+I0gFC=LiLq>C%7?#W}lUI{~SjJ
z(>-r5;PZtD@P^sn$ubj?SCOHuC@Iqpp?jj-+c4#A$1wuned$4H1BfD|IuV76?XqQz
z{0J-rCUv@`DZ@4s&FsS(PXe`yS9#M64jL*(5Zh}swO`lW5c#iM|MvIvhOwq>Cb09b
zOx8!t2p}xE3B&+YmjB96d<DZEv(UJn!h~s<6O`u4y1(&i&-rxc;t@VxUX*73mS$bA
z{~8aVn2ZcEV%^jCm<!5p)CVOy98=99hCf&Ypvju!P{Ys;2@E6&nO+Lw#Ve4hL*dJK
z#O4EKAWiHX$&u`E#m7>7X%|T|pFMcwNyPNsYQ1PLC0tOOwBoR-gw@OlfzTm6Cr_TV
zkrErhh`p5KsUnetBM7r##;ouF6)Z_ik#40!h@7c{@sgW(5}HK~oF0PzvdOF|oBtvr
z3-FbFCBL;8g^v`-e)j?S^bG;PJ18JP!{y3Xj|3D<me?NDy1&nskittAr;*A16EZ?#
z1)ql2ZM-)J?M*1B)dZ4cgR6QGQ2k;W&2w8-$rs~ot$vM}luN1|f(?fx;po_KbNA4=
zKbVf6tNdh#ANLxo))>EqH$jBgKP-Ag=&u%z(dbTH6K;Jp4Y8s5MH%aHl#$dG8;1?>
zpZxvKMqF7a7xkZGHsQ1FAD}-Ye;N`oz~Q!Kc;g`B254j5Qy&RzJ`|xE&cV2lc(gen
zc?3b|qMXUOi4)<^5ccivcbLPfb^uN8Xx1nao|EF|C8q8ag`+nP$LIw(-qNoA7q<V+
z!Tk8*wJQi*%o;bc?r$JqX{-&yUyDow+`wz><9Hx+RUC$}K~Q_Kh6C0%{Jk$<=ppV<
zLIc!#Z_0EP?*{IwLBB&#3C3`|>D1rA&^GvgWB11zJBvt@M5yxHvCd5Kz-)dETQ<4L
zvG(k7yo8ERVx)z_f^%{h{EnzOE6EcR6BE#}e(hRU4R<K3DCiOzy%eB9?PzGx)n${D
zaTtFW3mtH_;IaaF5lNsksF5S{F8P4$X&7KPsu-?}8^Q}f01{r;h2gcFF)Q=00<3Fl
z0*%YKMV4XL5SW4;Xs58Hn51=LrQtX<z)Ay<7kc|0TVDEVZQmMkvmO-UxIRfNr7}Ek
zupQ1p9`(bxI>*c;Z2ly+T)Soz!)*F5#W$k$b|Bo5J|FbGSqIw8u!&+#7Sq>;+#9@^
zc1AP6LUi6lY{1=ko{58oAYT)?+%LR&$-;}aPo6V@9(^C;@8CG@hM9yAvS%raoF2j_
zKuHC5mg<cBWzqrkgg@O6k&A(ao+p4ooVXlB7HkJfumH!Rb_Mdg@awh?)O^s5%zmgu
zgZxI07_kHJ;WGuZ@eB>2ha=WLcytJ_Y7$0m1mvT+zZZj#sCFV)iXadWzpUO%IsbN`
zgoo|ZQEXT8z|+q{z7ko*z_u`}a{(w*3r&gP2r><-H_`v^U4#9yjJI7hx7M+Kya)~I
zz^Qv>bG>6`j{HMDiROkkqns7Hd|J_E(O|<SIJ$OuMPGhw{JA{URpI_7$YgUBy#6Ya
zl_yWaHtKm8jhg7{DzKT~MD@xIV65wPQj54_%lf<jUnEcvwtH$f7>(v6E=4mM2V2?-
zkT)Srv#&z_9<2pw`}W1Pi6S(h#?SKAPq`Z+B0`K(q2a%@lU#N%V<(^{Xh(G1FlF{V
zH^wFWtZ(_Zb>~F_CoxLND=_Slh1c;TirJSyTm`EdMa-^wEEufcvIe;d6o0kGhubT$
zFE&2^c=1ZZWYKf3db|vg6LBNgA?%H-`eHC2mhEIU>^)G-FVXjQAx+<L3V<IjyTOw^
zdxNn++Ez7o#}ObM^yeYdf=xFp`M6MX&bzji>srcIL0?~j0)+g9vEtmJM|tZI;UE`(
z#wYQ_SoO*81--WBPEN5bh2Mj426(7Vj^D=uOd}%&gidpxxLr$-mE4`FI9h$OkWbIa
z;<-O-Z?}JIEh8}r3eQ*&5DSk4@M^!Na0~8GS)0v&_lYUEjE2m0@5Rh86S?Tf@0)}C
zLfQ?E{vAHCGjK+l30wpC#d-JNl0MzRMy8t=F1bqZJcNU+;`2aQ;f*9m7nw+j|1p!d
z-;|7|Kj5*oQouiCOZ+)bQ6299(GeSItO2|Cpkbh+85{d{XBD=WIBR%H)*2}wSQRKa
zDLorw&fHcW#=aj9O*5@l)Q#jnspM`3jM5GG7_`$P8OQ>?l!yI#%%erAPx&VZ@5yr;
z{@TYm;h}dR@ilrj2)3%3yNNMGz$h8pk=2G@Ho|Cq;HuaGW{YzB(J{neZ?r;Trm}Dv
z+hTYGp#Oa|kylAwfuC6K{e5%VR|wOgM4^IC`KcQF%<$m3d?va-q{(;JX855zrdpe9
z3t*dUV9LJ@_db3}jIF})L>o1WCbbC)3&*2dZ^hQp#LwqH`_IS#Y<pd{!pDhbL4a=a
zJ%r^TI?5b8$MzNm+m*r;08{W1BZ5vbr(+4l0HX7t!LrbY%$q5~4nGNI@{hySSq+zp
zg!LUmg9DU)fLxT;QakL@<n~|q@lFhEP{=yX2U|w(Y<85GEE0<UtsjQj1K%A~CV`MU
zmY(508UBxf)N$3Q*dmO$>6;Woh6a_=K@pz3YuPeJHTn1H>R}q^X2e1cNkKR8b2+u9
zyS5rYF5CtgHP}7>h~Y0fO$nkz$`+&i=or7nZKZEe>DD1Y0u8~RFFFKJoyM!-dx-#B
zrqJpc{T6`ud<_wHN4{H_0rz6ipuYs3k%~IB6(|)~35Ibp%$mw~PMCtE2O(5w_+)MO
zJhVl)@e2%pNef}u+*@M@MIRlm6pIhn4>!1g5S1o?KAxy6!EpSow*q&7bB22tHHvUB
z)4FV~q`sX1WRUuD3l>zMSxyt+?gH8qCc~<R`N3HoxtRO`W73sTV*9i)VN?a*;kBdq
z4u2^-82*;DKnXZiwJp*gHvWmKM<MjW0Kq>ch($yGnuHv=zpw=>{jJpAgT^>y@sj>e
zN1(&MM!Pcd1t15to<s4PT;V&eeAOpVOuw`fG_Eji01J~4eqs@DDu?+`Vw?TCwpwx_
z;sJC3R7}D_-9CT_-KcB{bTG!_fwID8!SFRIU@#sX%7laCQrEh-XhSawt^Xc`F@&BS
zUPq^)CEJLryG41MP{-BWu7~6Smz-w4|1_hKzZMW8d?+-fjmTjLF??Zl<+|#y9n4!e
zg}s&{)#z6frbLxcj5pz-Wn}}Kj!-)TFpvl?)S@cNGudZ`hjVKym_nC_m|&&q44OUD
zRkw+vplJRG`cY+<hdlX{xH}3Xi>xoQ*aJA<P_?xq*2fqgM^^~iL55{bAIIHa{pB$X
z5dXP;`w*;-NkA7U39JpQWZ|SE|2{#WyEyh6!{FDra1N3TZyxyR%q^UrV;Tuijzolr
zlbVEOu=c>^KcH&E1)>#i0ybzm_4?90slf3k%AFsq>hA4=NJh%GN0-NGEcgC1YPlQ|
zO{M|BhQY#d-soB&&yUV_ZBNOt8cZzrS`RC>$%NVVOHRy;$avZoa`$TamI7M=UiLF-
z{@9mLQp3Pvk#Vtd=SbXNXWsSe*V9Ny1i<U#CU82_`?o504tz}ekD4Do4)2<|7(Swl
zs@o8tP`FiJZ*SNIdOY&gad#?zm1{&t^<wXpWc^F6v&miQPqmK8vC!oVrIG9TYiS2+
z1=;89$c@NEJ;zXaMe)>VF502<^9MrkPqr3EN@u`>yRZq>Bo80IG}dCA*sfWp%Nx#}
z^WcUGi3Co_>$IufN{jRVD!UL9)y}7AV0`avh#rYDO1<;N7vRB#lx6_$jI=a_U?zUM
z`~6C5)lt{MI#KPm?bRB5lmLK-_G)Vt!eCl3;w6{~SZOJSWB`E+A$c(Bz;;O6dVM<U
zybqk~9vb@Ge0yxo1^cOA66Q@a7v82IXMarm_QszQ@|z_Lq8AG~pLhNoExt}C;Zxim
zl@P1>Q*Sgqyz0DMrNVAq;o}v)!kX0`z5N3(U;Nx1QB$N)+)#V&>45vfJ(<M~1B=f!
zxOFwnXm<J7Fc5rk(@$rAC~8P1QHmW?5rh=wpwR>z()7XPuqrY#&dZX*D&pG~)yi*Q
z^kTb@+884*h3WhwfbFC6CXj)kL{yLDoU7E@18OY{R_xl^+M5VEqpY}6@lBDgAKz@o
zW`tD0muS0emJnH`iLKWy)w^(RW;|CyNg4Tosd_S?%mcD71H>1xJel>-DKp}`W-Z@S
zG0{$8;V!9-lTYtzJ7A~(L1<*u3We#9Dei%Uh-l>zUEpVsTDrucLLNgAXjIR!dr$+O
zkV7_CskrJWXBU^w-Ed}6+;eK*YcQavz;)+jQWr|`H{&kRz8W8P+%0>#n?rq73gdQ2
z*{v--F8wtkN+%1C^K1tUg{g27EV6to@1wZJ=H{#4zPZ9MS$6OMsBfqQE4|5G5SRFH
zt4z&28N6YXEM__ythnxzAU;((zi>lOtN6FhuFZ7wNT0bG$}&#Uh);Iqvg6eEeTs5+
zcBawDNbWk}j%N^iGVC^xB?#pD0I*h3QR(=OH)RxUy`N{Y)AMw_8z0Z6gDK80B1(Qf
z-!u66jcpkovQ$J?4pjOKm>yI7F+OSsy*03CCIzaAiLF#TF=_H-gZMpWgrQ^hSt9v9
z09@@rP7R#}q%}o17S#S4KS<lSp|dr`EvCyP)3)2_#S2}Z=Ob$64YZah-uk&|eEFbl
zLg1xM@dG$3>8_BP7s=(CH=OgrE!=tTr)6a%U&2V_8{R3mf;`6N0X}gcH9L;gz@VTw
z>^js3yafGjzH1Vl%|>=_BD>5N#hxuqwQ;Dfw0|AsskeXR$S+PVhBiAkkN@a;g4g?Q
zpjP&2nq&**jI63^ddYkWS4W50hWK@AO5MuVsfm2u!rqx;?(Oirpn$`~P8(CT*wWHR
zewQ<x4bFA#nB9A0kJY}}0N4;3y{V-NY!z|@3ys(Br|FE>z4(+SY!g>fe6mFL;?>v<
z-)j@`Kl7|;iA^RB8O&DvB*ROKz2{;22t<WKT_*Zb03q$s=@S+Q#GxqLLWq6CZ%LBL
z7B&z^ri_%-)vCqS)js_%fR8+tnLkhtI($aPj5EHz9PDT_yDheT8{iQ>a%19!sSPk9
zgTLzq8c5^DXut;qnsZ+rB=ZU~JYQemas(;gV@Aj_wux67CC%s4`8rzLUQE*Icw?hY
zANie?(vi+3t)W30a@j8-?tqqNjb_Mhyd}U#a&i`pVTVY|x5EX-*=62z?}c9=m;m$O
zHt6X15^~)485A=Pl>1o^*gF%=kMW?055~}ew6rwLp=>FMym&DQot!R5)3xPo#}@%)
zcBkj!eHi`GD0%UK#ZX!h-h(io<67^>8qp&E^!2MD4kt+#`gfNdR=`bxF`<eDj^5fx
zekevDNfO8(k8dieYB3(yGBCO0HlLXuj|p<Z5-fa18tI9;cx>|POM!v0XkJ(xxOw#7
zpW`de3*#1f&vbg#`XINT4-F7_32l!$w-9{UIC{f3&d|SgdzbKaukVh4W2&uyGzT*w
zcfVTl8I+}v=0_Mg%CU}&_4T7rHUo8C1DO{E4#J{=EnATQqmzC>Bp6Y=RonqAPwwee
zQ3xSkuJz;X5giswIZHEYr&D$ENEa8EpvcHBr$wr&hM}RMJ>TI9o8V2;JWw0cC&L+A
zf~8E60pt|GHWr+d;}ut7Iqe$dr7!~5;R}IPOYTGi!SRp~SRVMi@-DnvR5b9E^B5m_
z{KR6~!<8#nQf9{WzD>y{J<~_7JvqFT%I~8losalj5U$DjJvELw>ySQyo{dp6dC=#K
zcYkQ%;yLtl7>_Zu^ajl)L@_0+u3i;AfL3)HfI6}-A-CZ^TY#r>m9X`sDU;~h3!Z|2
zI=@<s)(bMe<gs0ySWLMq_+}w%Vs5vw5!RP{8#bCKO@@&@s)JIh1}+WtuLdyVvg5_`
z=jGG)+=+&|fDRCTqtRJn4;V*|9y?Y|tSO^F5kxzfn@aqABfv%{dhqqwLzBmE#80oJ
zU*#B9vH?Ah8`cXY`iO}Q<s1q_a{~-ykF^`SU4kGchJNP{jEIBVodji+H>krQWk#KQ
z&2D~E{w#jKc8{got>0<mrBPpqha(9sQk%sfhu_-gjTsHu4d)h;Y(~mtl<<jAT4IdE
z`RKXg<Kt&}O!p_Rl`IAhpdE%bC>x}4TcZF^^Xzd-qsNjMlaaCobu=Y>rlqG7N=<YP
z3~mdu<)aLK<8~8DNIG5tcrUBu#?71aC<+gz6&+n&)p(UC=RaP8G?VtnQ>_AXa&nf}
z;KpIxwJJran3<XJ8;vshbyu!@z{!M}F9Z=&8qjhC{s$9u1>&5HHMrGA6L71UQc^YC
zTYUx=<*@^O^+Odj=L8~3jho`2r%}rrfh2H4MppCG(MC$c_q;?rXTms~9n@{W6d|Xk
z_B2(O)Xmfm;}MZtxUhyTd&qYwmWn&KYPP_RTo(&gMiyFRQg<!y!*fIvm9;)U`kg-b
zxZ$^!UWVmOYn_s9P!P<0Weblo__8Cid<A|8V8AcmcTG)Ks3}TFNFZ%tr{9D{IPK{~
zy<g6=eKof|VpP6E2p{dq)DXkd@a=`qV0zU(#Q5&rx?Q_^68DyC%aBwDTn&_{vT0h1
zitFiaks1{^`@-9rQQt=MjeAgW7(Z3JI~{pt6u=4thB1sgSYWBOwH7gjyrRF}Y$WCJ
zp|0HNbLsqf?x1Awg{7d4$6p)gv;sFHV+uVti6Mc3g8TRF6WrgAzJ`W2&<G1YSw7L>
zFIju!K4cFBhJ__!!X6ZS>NlT0c|w{KJhl`3CWPm5l816SM|E5Lh#P!y*e9v^fnv8$
z=0Ma})3gZV#cQ8zO|RayYU&nutRB$EsvU!96fxo9c%3*~S-6kAUwQCQ0UXPVwSe;@
z<wN^?Cl;+IF1&oO%d7i+*mBK%UoIDKE;hM;>0ZQbv)JrgcLjgzNFB+y=~+$LU5ok3
zJ)iB0xK9;ZpaRLusLR)5^#_BOS?=ZRoHi@R)v)H&CFz+T&J>%E9mT^jvJNOVPw!q?
zU^afAk6)Ve*9ar6BKGi?DSHSjnL;LBy)ptOR1~dsy;6O%`*%ajrOzs#$z5;#lxi}t
z?Rj*8jNp|O!{2NWnR98}4Mn=5<!5nfcUGLQ-0kt~eV19HL!(etATFTPY&k>d=<p8-
ze@ieTwXcXuitoDXS8zADp@C0Q!$V_J;XS>i*f#40N4bymTP8HT)3iKqn!AcKPuHBC
zJ9?vafO}kIQfz_sf^!$GAINY50?sPXYuQU3=Z(&qlloS3>^Mf;qayqfU__OPYPupX
z8stP}`BnMGO`bBv)^!a1hjEidJkt-VyHsykc%M@x@a03u=X4kuK6F`TgpSOc|44^k
z^w#E~W?eMyw_{6q|C!U~Y7T)oTcgNw%#l4}HoVN(0V98U%FL?DedRY+u<?U*-?xdf
zSv$*VSPUp$niUD?C&)r3QEvE=Qp!7gDEZa5DY@;Vcry-sh+G)`^<sU0{qhADp*Fq@
zXvmP9=saV`zULoae{7yRT6MP^U)8l$T#Ib`xxY0vlznk!Vsmrc3G>=3eqs|%%N9;w
zXwd*~BeCvX_xc>kCaRYxTFx`P*Rhw<JM3FCJ<jS`MOtdvO}XyyF9HIM@0zaUmt;?S
z(>h^f@8FG$JV5sp$afc}rGor?Y1atqJFuK8Y4iteBoY#NC;g7dKEjfAv>wngIu4&4
z>Map>AIy<P(DuWwiFv|jyz}k|4{4Y800MGAH3MzH?(?01P-rfW=s8s^*G0nzobehG
zbOYt4(UDjR@~<i|mXc2Mr~>_<Ur(_R<sl*q&La$RBIx^MSmvnF2XYT_{&)dKDa9cm
zlDxX~8n6h4yXv8{KDT+4^{?H>*aB0M0fjP8$F=MhKn~byl3UUQRRaS~K++MpS>u$}
z;8_`<ZkrMG7>VB`;C%M%C0Y_nE}d$*Zz;*sU&h_n9$uRIXNf-t@z(PlRSQi~h1fC?
z^J{&_Hx->y%9FrT+(Z2m!zdVaxHOab=-m(8L>hT2r=r3UDV+1`0V>~!mi`;sKB|Jx
zL!`XCj|^pal<aZ)Fxw5s!|Y!dJHHv-2#x8Hlw1ku(|N~>7cWc^4Azz1u7IS`FD>jb
zzm_Ennc+JiBEX(wh|_$=YmE9d#r(7+NU~86?LBzNY1*$98M@fJw*`F)mw|=3^h6Kt
z3?VOsibZLv^KGHaU|i5gJxymNcZBiFm=nus_B)KlyR^4E@&9_S8#ob(Zlrn>)_~5Z
z5SSao9Z{cGpdUJ1dgL`iLqHX6Tx=}iP3ZW7P(nT4+LxYZUH<DE^Jk(l(WP`L>=UOg
zbhSALhXy=oL@fp|O9;k47=ACtv3=ONYkHvL*@=^-tv)xGR3u<nU!DqzzC3&{7&?+N
zGAwxY({iCJHN|h{;i%hgYddYDh@;>ZZ4J_qpd6#L2b8`*;?yFR_`GRJqpOa3K+~CJ
z5xDOvFD12_hEJh}{{~|1ON+M9QepiGgkK>dkVY@i*+qgSsPs}gI(EhAQmw@nP(v;a
zO#p#$J!yFjkm^{{g`#K2V6Y23<?mK)-1TU|_AiufhCYM#egqTcJ8zal-;GvX$f)`(
z9HZEuaC$J#+^-r{bo%qe3x+Gt4L}s)0Kk;n!G(l0mr$@CG~qPL8bdD<{Jk!3RaT8U
zgGd+!`1`0AUKPSim!(G|#7P?kew-kOk0p^25y_CF#N!jZh7FHL=)I@Kf^lnfb<2RJ
zkh>Z(MkJgs2c=6*O!-fwav7s_AnO>+BE%Mw_~7B!x!XxZiI|}_z{myw_mO`T4Mf2K
zHZmb+Z~Ey@ZurraIEuTUNnL8$<I{I>xtF<l7#`giY$-7BJoq{C@<w1A@<@pwtr^L)
zpp!wGf9@+tp%$8A@s~nUfyo1@SaEXrekt%9#gQCyk~(Hs7#JGP2a$*st4kmQUj7P`
zN#d?t3GVBqPoOV^2w6N1a`WdK5B+$$q_L~3tHch?O)r!e<Krhh-dn9C0Vg%N!7-<a
z#_)pJJs79?S5yVL8>AX!u_#=Ms0cU~QRiJ))@*^9UZ}?&x>?b#F%aJ0e}JMH@$8io
ziHu!^W?)kkGg@`IZ+6_%E~OYwP*fH4X3!l7+`<XG7GkE%r9sisVymX=hodW=;+czj
z&>%u>7+4`?5L)~UaUfx|5r}zpD3dCPqT!K?A<4qk%e=}|$3n?W{cRFv*0Lx{siPAh
zJSC+X7#Qdn%h4S%QbUISE82OmiM0WVGSJgI2br>itJ#mSArT__Q&6~|4(G(8jaztg
zB9c;3#^|hHPv2wb(^2E6F)u!MudBQ?b?h#fNAQe4)I!Dp+EdxVhje|~LR;XYr0oy)
z9Lt(w-OdkSRd+-5lBSizgKm;?96vNR(&TwqRVH*sMn*!t9Kkgfe8@JXxhVi^w>_QE
zccZ9iEn#F3Im=YuqW6!|%xb-I(G}E$P|YCTvJF_q20ZMT^!4#kfqwD>HdfLa4tAvv
z?>2n<eG(j%$9jXgqxQflbHn_g7~}dF@y+1`ECEAO=(d|~PJ9<G@+z2S-QI>iGXPcP
z81RNBzTj;^Q8aq-KWw{GYnsh#Zr$7d0W~phXFPBM3b+HZauvlXMR|cK{*VpR32wLt
zq=i`6Ap$dMfFRHoP8<zR9px)Z0Z!E;M-;w)o!(0$MKb)b(=v&+`f$$*Mn{k%dzUvq
zLLItbK}HE#V-Y43oD-Rr4f)HK@BG%HPZnESp78<fv%6yn6iB@&w_|_~Ox27G4NbrS
zVh>+%*b<+6APUdQTo3yL7YVu`v3b*l2Y-P?+!dhF`v*uwNy>CuAI^yiWD8If0(E-`
z`BQv#5cA_n^WzD_i4a66=x~$u`+mw*_oi}7548_MRgLd#H`ug1pH_j=<EN*_*BB#K
zd7JW~(nY-bVXMc4&(zSU9^`IQs(=a0VD_N$8<e2X?QJ!{IO(LtHU$u8wb|{T({6oX
zd)^%gdNcH0Ij-N+Y)RzZ%Yjyk?E^mIhN+pkrRj1LrRCJ>+3StmjFOb1aPgd2nhdF^
zn3})%sh_ywEABCEeT|JV7O+#&Xk%~}GhVBzsLaD4i({*A8vE_93G#O~u}iL&y)M*c
z`qv72;vwxZSh*#L;y@~ctel)K1WOY-Z{NP%)4bt7VlfN@U<NlmK3bB*7LUKvjwSV3
zA*BjU(jQZ0@~luSyZ$gu8obe@FKKMvZJeZ(hb;ku`XDA&Q&F@x8g&!|AQ5eTBP^KV
zv=sXmm3_3|VUO<Hn;GWT=vK2iEz2voO>_Uq1(K0>;=jpN2N~}SGD&{GU=fdlXERt~
zv-ytl!Pr<Pg?eysoku5oh&u6C40jUmNt8vdQ+&Iqe`e-pOf0-xaW;9ty~{Zx*gL|6
zC1kQ2`!l%!pvmkR4g~;SE#uk`llHOV9OxqFL*@rPxitE4I7bO7ffbJ|B0!RKF~Uvl
z{cP^O=crF2E%+wmS<S0$_PXRoyNumcn)1pe$jGd`DQ(l(rluxYEv>qD`)qBmsHm!T
ze*F4%#?+%1a3$dCXl~mK*!p1$qNjZxl#xW;c6F)sjEYyeZbG+-5qJ)LjibQml09~*
zwV!SS!wk~jP~M!jg}8@Z8Jwxdq*>Tp${~^yxQ4hB#4id?RC~I6l&(i)q25U~!6jVm
zhh2Dj++8!Zuu)lNu_&E`4E2SY(^UBq7fvBT41--d9V>eGntn68<hc47QI5M6fswA3
zG%<ElR;4#(y!~?c0JU#cZBIuos+0E}-D4V+YAR`JGGAFWPeNXT`=ixtfhJG;G$=M>
zusre3;rEpnzB;A1q-^THX>BdnEM)pvY52|bCHHw{JJiMJlqZ{Mm4E%}ym5Kn^I7<f
z0l?v#=or5A%sVKhVfuKu8PX1V2kiLq^4HP>I`kc0*__ZEXsRzUQB7^-@rv?KdLEy4
zXv<9E7d|=?_D$@k9RPRdML*pfR??slqnp6lx0ZVijDRh+?4=vE;jyIKWXo;c8P+Pp
zbur_@xGlpkoAWS?hkuJ2_bX;^xIkIJxJA#DaG@Q;4S<q>Di@4mD2WW0kBqg)hg(EO
zz)bE!L<HGJ?GlMybGbL>FR!=7$4nl{eeYFUY=8a0<-;8*``NF$?;k$Xe|`xLR%?@I
z&z`Lc;l7KK%%2xjgr)$QnJ*=||6#4~FwFFq3;fS-_Mh&-|KKGJTU>c;gTlji4Y#I@
zfUSRA&%+`v{3f!QyBFrg{&^4oZ?5lu^pUm;iijYc+n~__pxmkuV$m4dHx`{yh)VQ?
zLJv^<*cp8|x@p{R0+hY{#@tRRulqOtK#DOHJx4M`7-0x)93Rj9w%Dcbln)7@ko}E<
zx?mJi&KBg}Nu5SKcPRI$;RU8b$`Z8skSdVaEupv`DFYNji0znq0J5w$M|i;BuP@V$
zfCK|aM@Qr`qy)Be*N*-Miyq}ez_NB?THAICyu0oBA;^@;!tsu=yvAto0E&^SgZec`
zN1=;HuA$rqXPgV)nN>7$N$@M`G7#uV@V;QbqhT3TbYP22L<MH?{SI(9YE<YfLL}q-
zeV?pZsGB%6&MYfS9SI3U+@)P|flxXEy;OGPy$`{gP{PeP(Eu-QIRM{I9@-xOI~Hw!
z$o|JF?t$2dHMB)SSI!MCr0ak+kW$lGNDt7BzW3M+!8{bia-spswLs7q;4G~Yr*R(w
zB~D?=|FlFi-LO>K(lU|~knm|SBO$ePF`_K+ODGPt3=OD5=?AqfcK&xIUEpuQ>$5m0
zl1yiQuSK#fYN4kJ+%?ITjlthoeNOZ|6E^?ChcPWu63Cbk=$@O3DpD3wYuGRKk6F;D
z8V0)nClH$iz!aK&y3-}O)4cu*DRv<ar+|&umE!a|L@wX%;61$kd{7WKWO3CEZ-@w(
zEGTW~ejk7@A?W=1|6%zf-1j4Wrx5=>FE3pVxIEv^fQX2>)Ee#8S?5Dv<cWx}5Il{u
zI#ANm$EU<U%rRN(o$<CX#Ap3$K~mDkU2jE6=E))@h^}Onq8tng2{E;~gtKgF8__%r
zcC}Gb=--){c-*(CI|*DzCo9PUWT|v{MGlbP<sZ3sMJaXXeARz<%p2i&3P|Gq;Jo>$
zUbH!2DrN!aM%g&U{MHimJ?J9>nBaw?AI%u`m&z$G6x~}DB;=S=(Lv0%E(e67VapG!
zK7j}iJk&e!@91mwfq0Vm4fF@lSDGM$GBX5Z`JP8GYtgqMxe;~z^Ojk@X)q*dA;+t-
zGbA|p3bZqtqV;GMiTs1?N?J|Llzci6;mn8I;C4=q>9WV$E8#Oj37h}!2gG}lEHJ1F
z-M0#yi=oDKtJ$3yl$~20^ucb|ycma+jy}_G-EwW7+wV@;RzF`v>s-NumavGuKBl5W
zA8zwE&>saCJjf4wuGv%QGULfThs3UJ_1hmZ`akv@QA?|`HY+~m>x&4}+OtA-Tetrd
znf|;bOs;QG$a}yy+tMucVU@?aRemvPO4+t{we><zefFo^|3QBgm!_0vn|^NKi^Yi>
zAHx#+sywQn4nMBiAFOQ|Yew?~Z0+D{di-Nl(J63<+y2;|vA2U%uWFgh5M~dPJ4#Yd
z77w2J^_P`I{ya&J@<`tzlO5&?Za}RAN_p<-$6H-ljBp!3V5E{kS3=pLL_-k1h^^+V
z!gy^-%5g@C?gj}NoJqO}5iB|R+iaR=25jLi6LW58CJ5>|kaW9UHR1tIN#6ox1ud9c
z_Rpq^<p6|Z3VGhHfNVJg>^sd<L?uZj8JdQ2NVj&o+B0NdV*h*vxfcx#fiIANAo7#Y
zSUNm(^RpK*^sWOLM7dwwqM|=$qbeiLL|<P*Epy4281i!hxcbfK0K-MyqbnS70N`&a
z?sNC+c@Y{et5EHMGhq}@!Ng^1d`TCCu+Ens81XBvuD@i0rkj#j$tXctWiUFPQ5Y+9
zG!$3juoNScembCOMVoh?NuxrF6-KcS0i}^-;mqJS<&8?CxB_2%@xTSnDvS(b@9{9U
z_}`o^&w}`*6=R+bVftts9td#Mt3Lb`W;pu)whh>(Rdsc>4vX~?2Hb17!gfUbrN;Y>
zh!PCf>dAzh8e%438mY6E@LP;N?<kas+Xchj^|j5G7uyv7@i01H&0vpJb?z5md|)F@
zUV<A2Jdx>@X^g<LzirD!gQK%<T@aH-NMP+~pj47_X{vfrP*4h;GJzX)&V_R|_r71T
z^1z5J;d`yddr^s#^vSm9LNqD)u(agL_hY2?OXxMJBZZu?6<NnRIywe$9pEv)I(&Q?
zId?M(9>#yZ6d6gu%hYKhmD+Kow<sgd=22BWx>Mrxp|@;-SOj12#cL)GD-X(p)hW6$
zgx1m!Pk0I5S*{@_&$voInc_SburffS23Mt`T)^*P4br?x<45p&hzK|7>FJ$s#t8JM
zPsGLZZmDnUM;cvq1=ipuAV#~eE>f<)<_U~QAMDC)LPxQ{!^49dE(OMF>@Nw|Zuo!$
zyNITEH!d;*N6Kr+e|G5V=%lgIs8e!>5>@BtBB#Z+{1^PocN)X6$E0CP6FMOyCdpE1
zS=lWF5!i){ikci`*KcQMmjqdd=E44~j6L-!m{?jaGoMd7*S9|hv2MM+HT8p6@K~AX
zBr|07%$^*?`T}uCAiys#5E$tmhwDf5yTP)NBJ|&#pv@g$7)F=V&J6((B1I0>2Ut$%
zXxnav@dR3}9IW$!rHWR%yqJIy&vuc%U#!*GyWq<afCOO|wDMmUGh~J2axYLM0h0w|
z&SQl^n$8P6s;bX29T^=g0~~nK-+_P`5?+^N!w`zS)_|n>OO-&(s5irEb3oJ6Ln9xB
zZg)#S^ILJF9;P;$UWB_C2;LTT4*8LQ;O6GntMEF_#RpQWa}B_zG`9P82HP6%U1fWH
z+RSlE(f{FOcR(Pzeq$fmE|5%}lqbt$bQ~8Bpq16zpvH>}k$Xj{=wwQk%`#vJC0yH<
z3lxtGM^L6*y>n*~CDj6Tqa-!VDwNIK!T4Yj>GM6N7esFKwQKS$12mStoeeanm7;H>
z8x~wl{vyDq-&&wKSZy#m{&j(75A2Wez(h?P_cCPH?H{ZgvO`tZ=%qdXQ5er0+KO3#
zTx2rVySryFpK*~79;XRUmQWFp7cSf<J!T7gOpvXtzWo(Jo_J5;A-0Bc50A^%ju_@q
zo;k1nsS=3twC?9?dIX#n=LL9*3;Mu?ApuUnN0yv3NAqTLQxn0}oLESN)pHgxf=&X@
z{T;;z&JUesSV2J6C{2b*FwKNc{OtfNV&pMA%$UVUT=4e~$66PvvJ$8)z(r$(r48((
zlK1R%DHcYGEITFV#~UB^mk+HzWxCf2BYPU(hW>t+j}Maewqx}}{e8@2gcdYUj=2Lp
z%bH<9-Gn0|h<WVj(frCvQ*=mFEI<oFe$;1mb#)rzBl5;?``3l~HldM`z66{r?&{Tr
zqA!YyjL@$Scpp4?Z}}wzbx@r@c8Yuns4>^3A`y~K!&h34&FrT*@7wo(`HYu;b<5~9
zpHl^b%%lI@7ycpu{;SsU|HDi4cT&y-4qW`hlmXZSip3B)q?EA$WQuwR3=TREEssD%
zA2h4gFV?MDlht*XT)@x-L;18EeBiOylw3_As1V+506p`ep<y=SFOW2(jY^6#1a$87
z0FCUp6|TN_8IB%8_=!*iE`wyU7CcaLuEn{7-HNn{c+~DaK{3@-Kwxqh_JCKA_Qm=P
zv|Gjf7{kkWI}M#2?xN8;?8U}FFM|RDjaq)79;IYrV&6~*1YN8V&-MBN(Lo9g{K2_j
zPV@cX+nVCliDwaVBRvicB!YJQbxmn$DS|{}X1!Pl<&s|Hq68FnJK<NN@X$qzbOxJ?
zX@VH`64bl#Rf|!imcch7dTt2$Ddb9mh;A{73J5a%Y>9L%0V<Z*DnIGx)5K>4!%=7|
ztoS@c&p_WE#6%Im0y}!+JAy?sP_{E!LtmE+#az2~ZENaX)GK{c+n<VgUDMx$B}Wo!
z;<cdjG{NqVj3bBzqiAv(j_D94CCtKNb*HOY7(zJ?hr=}qqIso38w(t3<MCv!;XpC9
zYa%b@j+3$&WQQi65AxZdeYC>K6M*vH-Ul;xg^P!2e)M9A$H~b-(bkmhY6ynV_skjj
zR}@1F`Z5&HRT4r>ri5uw<dB!db>xI~f2_~V?^^^nHYMt#!Rf}3TiS}=1fM@Y6Zznq
z9B;?vyX;<Yk@V_hdIveE2`d=|BF4YKIw91nuMb9cO8sAH`SFxgWC=+}FkX*TXVAE=
z?8(6>R_vm_yZF#xaUrC@XBZ|WdYHii5_#R{<sgZ1zysFQ3@-XGgxF1)FWDj@BBXm`
z4k-7%eX*2HtXxu+gf<7up9VXi$d{WvyCJ*%_eIcIJ?7`((4);VSg~To4ZQj=P=ugm
zgvt~&rj~slx`wZ@XGl+1H+?7*(lwfr&ML+62R2sngbU_jt3st@@m;L4v8jn0YyqkP
z$jCLw=;%c3DS4ObFs(Mf+23ZO*uDNQx>)HQ+1<qE5F)}>x!s<U<GZ`>>z-$dR`)F8
zJ70%<3=bEDVd2fYS_f5rs(6ssCAfb8n-ryd5CekS?FRNX3DP`Dp&p=n&nk7B+U<b7
z_f+TlMW2r{WsooqK9}q<G+lu-Vfzp@opOfIsz4Ub*wednGLEpnJw5E><NiYHJGo3a
zqT)j8P#8fPD9J)m!vO^O@D|1bMPWe6CcFo#oxZ?;0K=^j)Y;ystFO;})Pv8r12bXJ
zqHcgl2y;7P@K%J_Q%oWbYPY&-pfg!q?)I$_wtd6~a|SPX`k*K9B5)insZ_#`);?l@
zkar5c2ktu}rr<D@hUg7D2!yftCmT9I$$=YD)+}EE(LwHPF&vW=Hi~H9vU?KmaB_14
z<RJWkJ-^K@6{*2VTmhG!noa&Bmci1chftGrK23ctxC3+K@WY#(BFlG{1IJ;q@VSTt
zCQc8lFdu=Qu#CU?4&$DXIog@}Yh<bhJ4L+*J>_(YQDuQ%)AmK=ZmS=_7frcraCnM+
z*%flPFzvDYII*~p9ndy&d@l(hUF|niwmQ8H%7@>_Ub)f+d`8I3c_v{*5D20R;gUt4
zu{)W(*5YBruOT=rZ&KyGPvQ_`k#`;oy2G$HRcqBJ(@L?K{;@?xMO#w`P~Mwb$4Q<(
zdGdPdLZ`cr1rX;ZH2imoZd0811I%TW-DvD%mS}oqzJ%k*tq~vj<Kxia$60+~z|6pg
z>K!Y;je~Xa)R~m=*y+ct-TQQgkUKP9vH>Sv67uAd-CePXk|%Z`e1(`_dK6fXm&}r2
z(JVt`yVFn%?7fMgl02J2?F2<duaS8eG<XRfd<rVZ!B2@)A5vT}qz0W!pxD75Tc~&Q
zc(ea1>8T-#_J*Up=k5Kvy3NQ#mi|5f>VW?Ne!leu?3iou7+oL5LsWvgll7@)d9WZL
zw+P^%#0|tF-_`emf`XLESR3gN+U~fvau)Zt%%)Val^I@MUhS}_=tKG~+YyO#W{w!?
z%#ODr*a<LF=f@n^*2`cmgZ33;J5GVFj)Jzb5erA!4N^y-G=Rjb5(*S3=+Xs}KBLVd
z(wCAns8GNX3_|<b-`_6?H3mpZGZ`5fa?lU|yalH_JuiM7Mx=Hg``_TSUxye*qt=(+
U3_ixfCugu$>a9pwW_|eo0G+lzf&c&j

diff --git a/_images/step_8_residuals.png b/_images/step_8_residuals.png
index 48e63aa3396f441c21ca2cdfab170f2ead113a1e..bc9c9ddc4bb63c51dad72acaf100afc0dbb4e1e7 100644
GIT binary patch
literal 27259
zcmcG0c~nzZ*Eg-TKGp(HYb!-W94@4a0zv_qYgP0jLs2es0A*4c4MPY+z*^<8BIu0>
z$Pg6=yg-;_N<dHw7@3L~0zyDEiV_GC3=zWcotxNqeXEbYYkhxwf4Cy|o_prA_iz99
z-skME_WKmSTKkoPf`THvf6qY$g)f*23d<b-^(A=1uj7<}ACt(vu91hr0wT$WN&X6U
zha<y-!y<!^9oZ1=Pl`Ae7HXigQ)kDv4M!s*!y`;}bwmEAfKC`GQ1@}sYI9J@%JBVe
z5ef>*hw*=(6<FOqrl4@_HN0n+Q%ue{k6h;;h*&LlU3vHU#*HgAFG24%+5Nm_m#OQ|
zj^F&Y0r^Amd#88FUu{Ahzu5cP&9i5;{^hvir#lCiUmRMw@#hVv(F=KE>5Fk`E-l;4
zV6=1akg#^Lx@4kXYSJ|n$YUSYcdO`~b|S9;-B2)M)sLz-Uf)?aGqyWupsva1<hq*T
zSL&aydX*GHP4i(bo0&;?_E>4>Q932L@wa|~XhnzF7i&5;Cbye?zNWn);hh0}T&UJ%
zmg-g$I?<!zH}zGBeP?sYYauA7WR$vx`|Pi$m+1p-8rFTn%!P%nQwLZrRB0!u;~_`4
zdbn=4&wbAq?#cLr_LIhD(L)<cea3E8XOjQ5EweuH&64zSoo{CPs>ii~N;%{oGNyiu
z_x>`L{a$bs@BHQ8(C@*I&zRFwy;b)D@kiU1pVh&CFaOrN7yS5OThl`-lgtKmhpaD*
zZ~UH!zx(epTSGDxhYj#|mw(%%g8v@aCD;Uh^r8mVg!k-a>F8*D;@ffN!=m?jpMkQa
z-$7unC@8po<*ow$PP#MTe6D6<Q=9eP4>ew21>Ppzyc+cl_|4qP($UxcM5i${#E9tk
zrBmcb>pgU=Y1=27#2}=K=r{NO@ZqX{rYo|KFe_Sb`6^Sm_$Y7RGSIv6vo_@&x6ZXU
zmODohFY#H^N}uC>?{|Cn2Ll?_GC8I`U9DL=&?km@3B4_6z5p*9H+ekV<3gri=I7Bm
zOEA{x<Fky6keFZbSD_xgm-W}QmB)9jH;<+|qsE=u{|3($UitPAnAn&I78)46dnB|>
z^qRsS>uG>q)!0kyNR54!Rror(Za~sQ{0H{l3hQx+eEB%!9Q}<@xqbV$c<EOGhww`J
zplS`ZgB{DklhVB*Gri5;HsuGUF)*5#<GT$!Y+SoFyYBHBJKr8^7l!HEL>9*ck?E!-
zF?b!BC3e}bZAhM|ZwsSxJ3iLn!`Zb_C*r@Eo7AK%+%R_LOu?xd8mz~+I%mP6G#(iU
z=-C_Kb4Uxc+z3h3)ncQ_bh9@Lyo6uS)h(@ziV*tH)wi;$Pj$GrMAD%QHCAuczrd5y
z=8#8!Fg%$dQ|EXKd9{1-*2XUpRkG6UBo>8OK04?hyx&l^XR>v>)A_sl*OLj9*>%47
zX7Je++|t`TRn<(6l&~Yt;S-<vu&OWm;+p}d?}<p10OD$>J(jieGirDF^`o1GwVkj?
zcls;5Xi{_eF?W^1<HL|dLoGIhOt+8?KZ)&xhM1~ko$PSxjw*qY&l7_@@Z!&w`fblL
zKw~soov-}~@I;|B$!M?O2%?_FZ*4u}HN^Y70>sGWreZcXU^dTULx%mM`gpICvf`OW
zd#@L==si5c==j4!J7oLW6;y#AuF|vVVASXB9J}#FQ($e9{Wc!_i-}K@E$1kAZ~Zx2
z`X3(-^gj+}G|_L(Klk~!`1x*hIv-8+tn*cM;%r33Vr;DJ#m(u|Ag{|W>Du^f=XXVr
zOBVUx=YEkLNT1ah_5z(3)xB_qqKWvhZ(&Ec&F7sFsV2qIx}k2^UUVKZ&I<Z<)z7k%
z-1utxPl&75sgc1iGHEH-lb?E{ix~3+I;^HMJj7et*%h<qtXu#++B$HZd}6Z`rz*vL
zjRYo9(bjh3>&@5YZBM`FKvt$XR`o0^<1U{y=VfDT)cO^1aS%Nj5k<gxJ6glnpdVz}
zIJ4$(9-U8Wn)PK$=P6%S{6{_k+iEbTH%ectvsA_!wghdb%j@~P5Zg_g=Y&%N(AJI}
zIj3*QB@c7?gr_-%4b>bU|6OQ#Sf_iuuY%@zZ08bBxHw~e%FRzcjm}ZW$-{9&yT)x1
z-WK-m<TeRJnOfK679$gH3R+Hxqy)=*Fm=JuGH40XU8kdKD|#&yx-HgapO>wf4~Bsr
zXXjnwKW&<&lO=@FAKGqhkS(%aZ3LQQetI;|g6fF4bj|D?ZOGwoIrP5$=4Sc(YeLH%
z?6U^%3$z2`hF)btRs~mTwh8Ye;%8+7vnYv~kzUnlO<7S}Ue#V6`QlCa?kSDYu_3jX
zzS2M^D0$NnZ=4^lGTvISmmn)z>cf<-hLz}%RHS}0J54d8WL%hRyRqoB{IxC8%sAKH
zQbmzzMg_H9|0A$Zgu?_C&&ShBr<Rj0mMkkQxEnBN87F0J(g`U!C86WWiaGysRQ>aF
zuS(BmJUw~ykmIqY;J;<Ge361lyo6RtYw5pa`z7g4#drUzkgI~EoAOEdpPi3r_B&ru
z$+G;o${G7fM}O7U52{ACR6wH@pToEIlVcw_6d$xv5A)%+g4ejP@!7KfgJQX>ga3U9
zNq0Kt^+~PKQ}gK$|L<Y`L;GnD=;$x|csDO0TVp>tJnZ;RpQryk*x6WA8J4<VG!0X=
z*p)O-P4;rw{s74aC2LZGP~}KTbHrDx!BAX*WT`0K@+}dm+|Di`%=SPlN@Ar+P%=~-
zin1UI3H8vNeY?#UKjuF7)>w8UNF0HJpmd_Rmkr;$%)bt~*pqUPHsb~Q%0Yp2zJGrn
ze+<%vMJd9?`S&+4)17P!)EqkdK`{-y1LItk`x?VmK$OOC3XHBGOSF5h4DbR8vl%0x
z9tEFsZhg)T*M1S0`0h@;mk-Hg`!>>EF3>4IbavT@2oWi`2<)><zcJ2w`1Q8ny)Nj!
zlwA5>ywMLzZq3jyxT?7TRj*Z>OQSU7>(=<H^uk$23hMd7@Vv%;6k`S=^%!=~6B$J~
zs))D&5vw3kFJ^zo(d@X*_GkA+ZchxEq59E_xsZwzCx|vbh*6}PCfnF{H1jIVE0b@`
zls?GXvl6fSf$Nh$7}}}1iDvAeatn48jHYSMmOylk?CS08d|Hkx64$Y5KPaiNruDjW
zq`H1IHFsn`>Y_PYEL?1Pl#N97K#6qz<)**DWbI(n$nV}_rk43c^(Fdd6{Au7h-G_f
z-gLR3>iT34cQGiX-jqGX<Gnb=TPVYr5!Qkjp3e`|c*LTF)#WJ|`CG3d(s%9=xEASK
zx27`XO%B2xCCpZGV8-{ng$1a=#3(Wx_0F`H!NYCW_u56~){o8I0CG)7NI8IpohJ?-
z_T7z7UUX|6+2yX_d2d<4Sw@cwG11S(_-l@rhPs+*^zO~FV{&c#@#}(~LPl5S+j~=#
z<j`Mn7@-jS`8nnf3j`P9r140?i*tSS>Rn~{^SGng0lNZxHfl4O(o2x{S~b&v2Oeqb
z&8$M2K9^NDvfb}`(A&APY1YJX5<=X<wre>v)G+dmOedDEG3gegP{!Az++vK*Yo2c%
zeO#OwmTBVzs%~Vq$B_XD4OL&2{d!F3phao!`)gI<SU^xmF(xI<7MES4F{O#Oeprup
zWL1EpO1}4$8Jya7^gKgbYxZYkVK+)cbJF<*5WrOQvN(GO(L>c%**fQJj|2+30YR)T
zIvx?Mg=g$UnIo=kT-qRbYMTFV(7U9Sm%PBp4tuD$L`nkD`CrinJJO8Ot=tU$EF9X+
z)5t=C@rJjho@Tsu@8%635NRXg8i;I5>VT3pXYEm4h(ZSNs9FIZYbML?;%oOEP{q(s
zlRLrRN#gF>hugNr%P@h0tz0W7-7LK$7hD~;&n%rfc1R|`8xLOiAi<8xHFaoq=iUIh
zS_Y8)f8@0cV4LQiYya)z-~su*_+0y$kH3q$Nx7){>&Kg8M1E4HIU&FZQTsTa9}E8f
zAbW2|U39zfdaWnQ|1FRFUE`*Kf#`=R{fUW7U%h-hbML{)X{D2UBbv24ft_ZnPN}3M
zE0n&I%lp#r=A(WB6R+o={&?g4uRo;};Ho#CpRz&TU^j5F_i^#=grJXWAAX|V9>iTG
zOHpQ|CE4A;bm)ArqdZXop?2(T?=kpZ9^V2Uy3DuWB`lgB$x-=G@H)2s0$-Q5uC`@h
z1)<g%1%Qo;O0_5x<JYsTWMzEDY$l(tFT@&bL~4a+8ZPqr&}hJ=d1fe@5U}p)1Npvj
z4M)UxJx$r-GmyiWaEWLbwgi#wMU9Y3`?kjA8|5IO5gUt!^Yo0~t>7)Zt9%tLp}>p2
zJFC{oo58k569<WgW3%yxts7Ec(U`hs?f$9`Gccb(sJv#tp*wTDbNEvcDgGm{OwDd%
z;G+Bq?{@ok)b3}wSxH1dEeT|Gvtd*aTAVD~iAl?y5UxF`ukWuFXQl?6Ip+$;Rv}TL
zNG^iVi?D`bY@n0ywE3zWIPT#2al|gzSQtA02%B1<d2Y<FtXoe+N)CuF2p1RM?e^Rz
zM{!Tycn)rNS!ZTt%r>Bz2M3QI!WE~VHOxr&eo40@6=O^ynQn0IXO+`3&{&G7BS@I1
zVe~I#x?aXn9l?dN>199xh-aX*F`;fzog31sH9G*2HO_=y;g`_NBfmVM^R;|#3Qa3n
zlNOU3qK_;YwhYnutt{zpQ}>072ayFo)R<7)qc{Hyiwz(r20Q}aoa@Fd%|i%Wg=`-z
z^RPO=St!JAhnxGIPxC08c<bT<7CKV07hX@h(Mo;8jTJsdWryF@Hn4=b*dSbN$mRXT
zquYr_%C4CO$2hIBmCbD<zY`{jzRP2o-bsgUgOU$_@0#0>dMJ*z3ZwUAUyzMbFRHCv
zaD+_H<o~IfFnHUANZ$d3`Lq)6s;iM4ODUXtvkGqEzIYn;K-!{GW)=40fm^&BZLK=$
z>bY3&ySvpkM$qj$dOO7R=j<doL}zZj<Nt=3Q_t0`?Fpw!G1IH8E?zeudup8Fm9)6f
z^L1!9uG|sc3FGP)b&GYrxE}1=Q1WQz^q4X%$|SZgy@Zm}hz*C=?%Ix>wv%n3;3(e0
z1eCbL=-q83s=D%(Ge@0f9ufSy2lle6e75GVfMY~+UA7q^ht(UM1L|wcaY7FsuOQ?B
zBaJq=mHipKSb;5?u+?bs2JDNlFr9xAo>?n2(Pb}VNzwjfGplUP?kIQiaKz9q@VP>}
zJ9+6U28wNmsXyi`)vr)$b-$OvS7Ayw8+>)*@Wb1<I@?wwwA`Nm2jjMuiSLRY9UD;>
z96H1!bZo8KTka;43rQW180XZkv$`Bae`2vDYcuWj+5G>cY^|}k7j+63ht}=RG5c`5
zZ?J&vP&ML{BAZ1(!pQB1F(7VNW#7Cm_zDq^VRJS}t_L!#(YaKKQR^`st4X;!Dd|98
zn?mdanx_GK5ms8?nP|$6pv8ki3Dgl>;pl~B--(*ihVAWu_0>ch)EjtV1+gQ5{^TvZ
zC0Z0<sSc$1_kAPTT5?!&;3gn-Y`2lF7aBaZc%}&tJ>dnWHn<@x2oxXmw%?`qHfS=!
z8D&bd%o4&SD`EQ|G|X<zygC2XI?z~Bzek_`Eg?0KJY30IIu?Zn#Vm~r7g<pC!-A(l
z%^C<NJ>Yu+D5!Am@Zr@&+L-VVI+z&zx)EXpd*i4x;D$Azo1Wem^}jpIfB?+_QCj={
z;=TF~hj9uK<=>rU+&63KEHNwDfIrAg+v}A=t-ogyO?|Hvh!58QoTxY7`+a%&&UHaj
z*|bLccG;J&j%0mHH2wkLkx)ncLp_xP-GKU80nNTCyC&(-UIU&zE5~QN?O?a~66CU$
zMO~=-9Iw&Ga*aMf%H$F((1pW^-VsK}Vy)5E^NLFj=<3^RH-I7vs{$Q8RFrK+12DA$
z8_MSA!j>2L?;sVwyM@n-Y4b<W!ZaQ^0QDXh=7rRN@{OIBh5&)$xSFV4rD+nnGy3H;
zEadX&xuG&px$XMtV4|%k3o5Y@RjzzR)nrd<)l$fbkym!%Ju0nPQx0H@6^*|LA4ItO
zNlhtFzgKo3{fbU%&N`#YWQoeCY?k#-mII5R4B+Gwyaf*AolC|SNnu;n-VhmrNQ!cM
zFW+ntg-3~gM*lQC<QU`)W)srGdid_n$L*&;?%sf1A7}Y6n{vC!O$KtQ{a=QjOMleG
z{!d^H48<qt{~g=ls>M(1<Kwu4^?ka*PGJ204_=bZi9!Gao3SGapjOS=5VTO!WE1;)
zT23~9plNCfnzR=Qg_iz-U6*8&a;p%1e5eJ8jU4_6EX?IMPF1&bN)C`tLqMlxLuu=T
z3r=VTfpUUOFPrQCmUzm3^tzCeeE;*QIK9G&>W(X)2a{*pCe0@Q?Wz|?eDjA4zHowY
zn%R~(`x?L(Jr^XZ0dlY<HKkuGs|I|52i$2(az>Y->n`*Ef?BmqVlv73P}hDDAB%NE
zZ=ZLe$Q7`jAtLsL^Jsjn{=C7t7&H+UEkYXO!pU*|;-eo;q6H8c7WKeNj|v_M0An-=
zIlK{8XyOJou+jz3FVA>439?{d9?_Xn8f|Ehm&>O$O`(|ShI~KnW^~Ym{eqU0%Li5`
zzO`(7-oT6I?BPg>N!(ni(9)Q#O{*)%s6VkaitFS=L*q}xi2e2<H9~44O8)_?lQRNa
z3Lzu%)AC#Ce0PCC@HSjC{1@IW`WCRp%RV$@hY-zAw?>n_wMyhvNaIf(ML7;~6nrdJ
zRAjkd_Ww-G=3wvZr{&DJfU`O*naTf8uKEoI4cyhyPmtH#PDIqN@NdCN4y2!>%RGF^
z4e{bknch^0IE0Yfj|R33l)R|2ms2k7?wVl7DI(%bsH?5iWHisR>&QENCfYp_-UfDr
zflYXVIlBv*WsgkQlZv5gKodb4sx8AbzBQam6acX#E8SE==+|byfl~!SW3Ab-N7=lE
zm%_#U<OV%<F*@&NJ#oHEAf$0)ul}uSx3F|bZdR8aU-m|@q*Al&KCmznY%G~Jcn4eG
z%hUC;aF8F$>F~-C@n&D&deT8eT6CgomBI0-_-F3Q@}29men!Kq!O|$Yvv2lV(BSmx
z5%HNIi(lnHEg_o7F9+Mq4?We=axZrRA#&|R#fW5`Wu4dI;uV-&Ags4EsPhW+zsgFy
zz@Kh<S<kHr^dBDpmB`nE660Vk2;m*(yce9A8ZN+q_Sl6)?LjOo*_#cp_p#EyyK<{=
zYh}ok(ktQc87`fHEwr}Ka~(ZiSi)YH_;K*PEPj^i_NFK=G_XkgvrKh@6Uwr>z`q7l
zb$wTLktM3I@FHJZ6^TBtF>FJk3m4zHcisKL0-xWAZl3PI{r5{w95D@S+4K634kuW$
z;U-hBAUUqO)x|hhbcpPo$-gm@`JcZvv3%M8c83tt|I|q?I*2sfB}mAUHkY&yCrnw_
z?lFrJMyR#D9@JB%<IL$sqU;fI-_#9CE6!{*{&`$EwXLuHdtzb+zmc*6m*L}{HxJ^o
zo0{d*xeI0hfI*uNMwjeG524W_LyC-AKM4zW$c#jVK41}uem`WD&KDz5@o1v0s170%
zgPz|CA{JpywE36evu_}8x-V`~DzyJhreEl0dXjBL1(mOYnR{FS-fc>r-bbhnPnB8g
ztnzZf^Xuxt)+L><)x;MnhX$R_GB9Qwx<V;K_l=O;VIZ@m1IDtO1mfP<h#m+h`cu|i
zbwGP)^PTIOWO{Liv7=5{(VLxpY{%SfKk4!Lv`L}CE7h+-7fO}Dp-@IRmN1oEGylLn
z0w=;T>Q1(AavM2X()LPK8SiP_EsRknaO=k<7&sU~aA?jAS{<pFy^0PPrFz<Y0$PuH
zUg-W@cA|nqy@$@nZDmXKpBBB<m$6eP;83F+s|uEtL8~jMFNybSc0hV~z|s1JqChRm
zVf1#SWH!jo_4OVXgs9EdP|on)FS=`T28Z5_EtJ<^MCibxg%qs8vYV$e87w*j#(BH}
zs&*j7pt@wq3ghRsu-65C(#ZS{Uc%6q7C3d4WOAit?KsOe65$xq=EuTk?+O<?F-hW2
z>>!$_fAIKbn95)^Fj*%N&TiVEf6e@DAypu>3_2gELFd1pDr?F=gF9|+T|WZ!<`MJ{
zh7_X2qiK<n$<zi%B;$an1WtW;Q@S;AC%eIg)4`Hn7k`N$`?O}KM?^(XL;X<TxGh*;
z{_j&|`9YII54%8R3O-d@TYQ-w)&oY1g0+(t`s|BMvk|oUNOV-0Yiuie#!C^@!b)nL
zfKwZO+A)fMQo7gnV0YB`+c~SCI>{<k&HG-%yatn$T;LCbYQs>vgGgDhvH%OE@u^KO
zrD)wz3kg1L=WZPYvN9Aw#4}sWt5{N<!W9HKve+p&*T~Wp$#5W@8xd(13Mu~9XBpWH
zgNIP<<G$Gt)bk)sGPQUDS(xe*@8B(@^ZtWxp``OCT2sEd8GZSgTm22E;s|rL-&sbR
zVo6-_+6JCpv?EF`ik-YPA}*D6IK5umY`?7{;|kxji9(pQv0m<y?)X`6H~xnw8aDoV
z7Y$<G%XWM)h84C<?yRF0vAX*2*N@u0o#%8q$awK96G7*5v-vB0Cy8}xbbJp6Lx5R2
z2FPjkdKW}u3xGTT`*&ck$GqDmS0ZB2WUbj#Dc^cG^z)W#d#APF$b?O7b^WIaQ;JP1
z#?vPR5ewY4l68i4c~vcOW*lCa4e9-j>B2E>m|@~+34A|yhq`cF>l)dle^A+$l$LV&
zoT)k6QuX^S2^-mo1j;dT;*ro@jNJ&)m>r})wx*6qP9zmmc0U(%VPnIzI%9TW;n-!~
zLM<nP&>uA=R(<KE;e>P*Vf05o_Ee#svEsFoK~l`Z*cV;6&h#N*WA7nvdyz4KA&y?J
zu0m2RlTG<ixWDEFA_g?+U}|3F&+9X~yWSQ7<Gm$HavL?*X5WX`H}vMfTbW?HJHnxQ
z=6>_L2+@*cZq2BrDiT-k``akK`fUIvv5K+vx%@B}Mfyd)0j#s1B!;-_<0d!444@q+
zggiIr<Icj%j*CYvSo(~}HA7Lw#$>l{4sVoDdjRG7JJ~qHI<}%Tc>Ud2D#F{yR!nZI
zF4~NHN)=k1IAw4i@P>Aze3g>=S~x(K<g%ouFoVu7_MHyR;IA}T6)ExbHx|0NJz0Dd
zRBr+cjxeP_S5Ct^^zJ#2j7cHjpC#N(stszU3EV8o#a3Q;&0nV3mJf$h9nrXGNkg>c
zX7rA6VVBk{+tXBKIupC{qr`wPtm>5*tS%Wm5wjq44`T?DCxp{1sTwcgzWuBCTGp`1
zI<o;&{OI<5jve2aX7{|NY#JChX%k1EUnrsU_WgAcW*8PX8a2l0kFAS;P^!0JuNXnq
z&Bqv$BE!Io6|t+|2=iI2GcVxjRM}E3Q{NG7$qxOaaCBYStD@$&DzFYr+K)<HIAPA5
z!-WKda}6kwl<4%j2jN{6+}LM(fRHvV#gqow(grVNl7Tt6a1y^ZGr%p<(!kF3X2ay)
zW~IeU%b;bx{lD@S?xk$KyA`0c3R-+2X6cPg7Gn}8&L}P3EdNHI&9~zcrgS05A|itY
zR8~DYAB0W<1IMML4MBA6MbFaPAg&!L4VzmKQl0TR1nw-BWhVbs)2zByrq#V6&Kua0
zHS$f!RUtJRNzepX$35qs{_$$_=uG{^=2>ghds4`qcuk=>Me=-OUN<l<@|g+N9?n{9
zWi<XLHl=Casu)wVdmE2e-aGSKin|!)Uj|Mtb-N-g2%23eyVmepcp&<xM8`-;17u>#
zUO?-9WJ_uBI_%NpX%)pu_4*3PMSmCY7ie@Gy;!p3{-S=LQi-<%DO<Scju0*Km)~bx
z2K$-n`<q-$rVAI3A`79YRa-&n>t;lp4}0bC55YPQe_Szr2wv11;PU52NAm2h;U@W&
zk-iWhQBv1=Sv9o8N!ov0Ia4QGeERRcEr_@-#d+4dYvuyzd1JYIJ5ebO!;Beg&91Q=
zG7tP@rgvA8i#k3ZTMMtZSQlgh<_4YjCrg4id9DLBI_sZ&agKfy3(e%eP5G8s*zldk
zdatx0+B1A2ZoPgYyeFwUmAQx9z{D(R{L?ViZ$(dMX8~vGrN<6-x^0y;x4B6$Hld!T
z=GDOC(cQ#DkN#McPKNs6-$O{0D^jn|ZpCRU9yHl@^v<0wKd1iy*MOCs=p`2W+Wbgv
zHT*5{wo-|)hv6bkbz#%JxbtyJs$LGm^|+)>y6Kqi-smf#UScL9;_p(E$Dd6r*@-$+
z*7!PDQ?AetkX*^bRjkQDp7Fzin^QNNa!whzw+S-Hg5*ITBx)+$^X{oBo{5gTpaRIt
zdb9lIPHHixr15zzVl9Z!WWzy&5vNAP*{c`+#5-K{vIHHB*|`*r4n#`?&Xc$Lc-{hG
zvKD3LeSOodlhe+=t*I^K(V7&v_jN24O@>Ug*csSZ1mGG6;{s5Z;uBrD2H4Ep@X9<~
zpqIMk(D?i<=8|#Fvfb#IO6!@tUY<9vIbu<deM<kS=i4M;j<vjc!xpR?4gqRBO0o|d
zBkQ~OFFk{*e;8uwv4Q57w2r!PHmX({YOy_x^zhy9Q}MLw0!xSC@i%RjOL`Mp$I1T8
z%bHC0K*9izdib?c&%c5#m~kDy_olW;{)E0Kz7aMQVbxl*v%s+?I-gQCFh9PwXEKw&
zyJ^<LSmr=V+Wxu#;oi258Gc`<9ro+C><8eK1L7l%F#G<C>7fgJ#kg<3!>7q4kt6<0
zHL7po(MjLY(NNEw=fa-L;Avy%o$(o+WRF3v3vpPVJwT|LOm6LT;MIf&lwgcY{M+cd
zJboK&KQ2_)nvB*4RK`Akr@3e!RC#h7m+1<9+b6xE7W&3FfmhWwBv#oqa%kkQYG8j}
z=>F|pF5i*2kc&(Xo3X6|o!C{+FJVkFd1=_aYp|;KnUdu^2@&%#Q%$xDEnbgprvLQ(
ziTI&~!Z8jaz7EqBLH&(4qa=4=`?YFJGO_?qTs3E4K%g7K&O=tZ`Fpyr&t;|bo@#i!
z7G`Xw)ose(RJhg*h>AZk)1$>J?43ZTxb~u3P-}ox*IEBjP4Ub<Xerar1F0`!4I8in
z@ev#dhNFo&r&<ZM326GCof=xTE=avOo1kwKK-6UO^q(F(u~ZhfbeGj&)a1$)=%~KD
zyclv`0(h1CFd*+(IOo0|&b!Dz4pU9o5zfPR+W=ym$lwptJhj;-@S+x*75(o$Oer6m
zE7{l=N4O}neEJl53uiH=1MvHqME-EEKYYABf+@Xo=<ATpp1v^)eQPHdg011w46-ER
zOj()>CraOj#4`(mm|Dk(@sX&&?-JjX!2+0Usq9?b&?U#0+z_o8OMF0PfAPX#(QaUN
zJ5mDzhc5DkyakV*)SzYScGOYh;(-ouAmxvcq69D1lDTUBinO~r48Ok?G1e0Kx*jbZ
zh&_W5T&()IA?KB%2THxT`Pi7T{!?V?46M}lWA!u-A`oVM$caHzN5;U(Cc$E1OBmhp
zGtMkL#2Tv)`?|!%Rd5oBs?eQv_b9*BYIpYaC(G0fm6t$8m)56t2-~530Z$&hUo4wq
zeO;olo;q|wyS4~dQ&91_3?P}z4qsr;*bbf+)Zp4Kso2*)gt4ONYbVZUurS+^JTd^V
z#g!((u^@|ZfPxKBPZM^!mQutMV`h^wZZ%b12IN(S_z^_zI;z5U3AlT0WI-PjF(LL!
zV5e?w5@hs(w!SAWnbi&X2hyA=uGU%A%0(|^rb|_7M&PAEECs7s+{z9~mH<3QcYBeS
zUdiWTGgp4>7BfedX@H$I$N@|GBDjlDe_W1mN}D4knlROz?G4Skqvy~Zl)nXDUx7mv
zZFYClOOM{zS73m;c7W>xyEqpS7Xk+f*wRlg^P^#^G26lKlAH8ba>EWV1O=QL;3e3j
zt;(&8Is$t~Qv#vH@NmXihVWhuCd}=QPUY?wwLn%sWRs3q3&_R6E8Tz-$dRpze>`3$
zwA5z1nPnTuP|i6x^fG_gz{XGgr#b{qRc8e49LnK4^Aa9~?!}Lp0_!l^+YG_vM1y?f
zZ5TNCv_XCFKglD&SfpuDc9Roh)}F){G200N#z*vZjFHRFKnJzh>9lnh_<6jA(`6>c
zodpALbA;4U_pYp+-Ido_R#|)+YxPff14TddCL{)+!|esr;hLMD!ZSp}g)w+>J9{q@
z1#A-L9A$N-j9_W}u5LrV-M>N09TKka=n-<m7Iwy&TC0ZM|M4Ti!0mBA9>K}{_?mck
zG@m6^i9Rt9q(5iFI|dMA7BBz>&Kz9OBT<}{ufSq?7ht;197D392Ix!D_BY*4g2YJ4
zYL@i*O5yCYx3T$^Lpe9D3#f3az38-XagL#-yl|1OCahihfQ<#UcGf{B7Me_jvrpf~
zz68bncFe_ntr7d&)bgDoEX?8)^xc2`+9-F~%)ypNH`U9Rn374KvlEF=zQ=<?Z!wr{
z56D%S%%_#|Kg0QTyOU<`09LWGXujqB%c#MK?zhY?_b_{4S)CsdFZE7cqq|1w;&Yc`
zMvk!vSC<s=uXMT#I)MJw?ys!iPF>TE;BMQD%VD23k2`$kEa=>w5%D1$+g=y2ngp?^
zvvx#cX=)rk=$lS3h-9d%H_315-RI1K)U+1E(G~u8|Ljd<7zUzyxTDG3IQt*`(E0ao
z=bEDi@p>D3r?{$>x{JS}DhTI_AXF1Z7Cf!l#R;@{UG^&O6=TrO4R8W@J}$JvF>4?J
z&DabX&0LAgZR+Oyx}M!={2eUM%IM_?BCbZnvrvgWsX0Ytmj-x52GvX7?Ybb0mP7Mf
zg2GC$xQU}j5S|&^1MDhCYhjpNrj@pDoen$ngjsWeDb+yDH|3i@c7)fbJL+r0R0H;A
zAZYW$x@TcPU6u5APtW8%Tjo%L?IX;#rmVTO#Kq=FD48(Z@^-|<4i8j3qb!8d-Uxeo
zmt@fjrAVX%cnmvKHLC#o`n2#?&K3T7c(I7pP+k!@q2Fy7|I7;Ec)@w}?#pSd0hgYv
ztwz7HAml?_Z7qrsm?Q-c4|3vmKxLZW172CjGElbjwXlbf&<WJ>$TDv)B#d1^77@_F
zodYzF3}`k6T}_*>w85kEo*lgVRk;mPpRjYGRY+w&iXkWJ<}V-RhCJWHeY<OTzeoyG
z8?YJR+<e=c#Y^ZG;s&8Y<K;+CYeB1(fByO!#vX3X#xim7d3l`T_Lm+oBZqIMCT`@}
z%bZ}gH@5ayg$y~C##ml<ye?qEmdtOIJzcH`xn5WdL<bG?4VjDHf+MH{1OkE*CxqvW
zH_51=%e}*d+CX$4fx@vi4}T7n8qa{einh+s(!37fEiH;4T7qykv!pl9|LfnNQ%Ns-
zcqN6H3q<ij>UXkB$biNbwVwqMMdGWFF8jx_N_23}1`Si<y4a99M&`lkugBI8@|Nxr
z?&DkLzyrXd0fOujKLid%`S)Qe6SKD!CBmIH<vpqQh1A)xG9n(zb43*)g&ZK+qqhmO
zQsH7RM%f2Z_E@v@*XQu}B4VL%ag32D6FOCy839i;Yo7lFDPMUzWKYW4!-cf(TNtsa
zaHl=VlWY|dg=)i0=>YIor&OIWkE<CiTm2=javFON)kdy3T>Jt+M|YLUJjcu9T_8||
zY*@>(az+yK_%O~Fo>(1^hqsru-vxYXYw){efX*QL#v}+#^Q4ynI_LH^n}hcXRab?U
zlzcj{IG=kp3G7uAJpBEIkj&^#vM_=-jXfC=R|#T-j|NLhba6L}&+L<es1w~vmph@e
zjHO3MPnHmzI0$GR12)M@)nb8o#$pwYSQWGkz!9Y2*54jf*@=@-c)Wx|!;Y6=bEl!n
z10;TUmv@*Sj?5K;brA6s#+<yAmmtP~PFnENzklQ%jzZ>|AO|}V2P&}@<zjP3(H?zl
zkV!(b3AMjeg-yOs24&7K;gKOpb~n-BiWJG3=zOT82(z*gWx!qoyx{@b3TI9lM2SH`
z=&%DyAkZe5nL=tTl3>iPK-XmgijM5QpxPu*M(6FxOA~ot;6z{J!I-1y?Z8WKV;#{3
z29|gL=;z5vVafQ|XGqkqsD~D?`Cri1u|&?O3s`Bt2YX!5NC_ZFIJ?8icBB_jvSJuL
zi@zEky297wCCuIE!d1TyB}&qUjTyqgXIf43+`;Zr1R%W~(g5r;6sXwxnd-}2B|8!i
z;<n9b);RxBY;PlK<t^M#@4B+H+whC%Sky{Q2_NgqzL(*J0-**(iA5It(G{8$S5!lF
z=-v_QbaylT#g``9`Cl;_+=AFevR#R$thu~&N=WVX8<9y)09+|Rblxk#03c0;QxA{^
zAeRHA+Ojt)nkE+PR$5)$&P5hWcd&b!aOX91L;l|Sp?b9`*|+|Y5*J!s{7w`?D#NU|
zpBs&mkb9-=K=1?mv;$Hpk&J*ID%=5nw@ti+U1*q4xIi19m}QKJ*RZ4;@ppQ-`I(pD
zXvlq0I3_wIV+|Cd+jKlsSkgpnj7yu3LdnjYl4wbygB5;Qe2#(I(lMqpIzXu1g%%P_
zb^`x*ryVI8J%q-avg26NRls?U5>>p-bErlj@~w`A*~6kl)sQze6_qR|OT!Z0fH%FZ
z0gLrPhhfr-sKMzw5Qx(ILnu`5$OZ~C8FHii9C-KlK|}pVcPD;2bNHUz3|ZrX0HckF
zniYLr{9;B;i*gK2cHwkIOR|FOu0Y*lPOw8{hb=Ne>;C+GwH=8Dal4L6TD75m0$ZZL
z^{_M?<wBGLWN&@JP9RE>hy^xPcICD^+c0d#Ml=aiq5LnnZm?G_?p&ogrjF)7qlA84
z_Ab@$-H29f5TAD%O4c&bVK*S03GSn1cIDRG?zqJl<Ckx1Qs(W4tb%ujUUB5~Eje?V
zn9}@;f5|q;SqpP^T7Z+Scphr#;f)G?gp{Te*65O*=n*yt!VdEIJ5)8>*5~o}7KVB9
zBge)>mB71ho^LyBrvGT>e4r3uG7xw!b^AglasH(406Im$lyaj{zWX6EeSp_+#Zlm^
zNqOcz4N$-5A!H)gk?o4+aCj;c!iwl;btyJa0fJ)D;*X1u_yWHO+NwqQ1+CY2&t0My
zj-BBp%zW93Z>VwLyb6sn{=rN4(CJEhKu=WocCju+X#!zt4Ff`s0W)Y5hzk(`%xy2E
z`&#HQ9$llYJWhT7MZ~>a{#itv9=vp#8H)!FvGZE+MQ%K^GbV-@@y%@1&Y&2Jqs7LA
z<G`H|f{1fc<~Aj2f<U3Tpq*8Uz6~fp9}#CDh80y0g^N<i`v*1Viy})kP(>2aG%BWE
zyxubK<zh*R_|=W?i9iBH^n2YGvmp&z(o?-?KM-|Vd%}AA?;tD*gN4-|8z=M9v}$L<
zsV`Njxc)5Fc2}upf{Y4h>s-oGH_zK`av3(32|2VMEiS1pHVg!K8H@cHrE9Dgl|cY<
zC{OqZx6|r2usdk;@d&Sh<y||}NbY&xC8}3V(85Q?ni+(Y?MXLNn4f`^41eB2F_8y|
zZ7s@vbl3rKY}3i3#1>#XG?>>>b=VUuX^y%bsMm#~j>hlIcWwa|vZ4`!R63voDT?)B
zPwBE~K|iMS5F!pz{eHhX%2$Q+91*%5aMF7p0OxBJI-cEq#S2J>g%px4yP)tb3N`fd
z=<b3DK!Wg~{Ns#3;WoD6n)fD%xE<29C-tn%YxpMb%EZJUfm)O|DVDf%q3`Bn=6-;W
zu(2RGFJq$3;XI+d7bnw>pu?|)#uG<HK$j#WbC<Gxgny*hN{e3Pokci9FbEFbthzlZ
zv3jI<8a2Pll0+^~#OJ}tl}vX+jQ5l15QrA2N!eN*eQBkICOZyi`?zGuUbDDGP$P{t
zxFNs1941o7hZG%=+l1QZ_P6Q`*)N!J7AsBgiUJB)fD?Q=vL8{u<XA2s!82V27v4zW
zdqyyMqy`AJC6uph@HA?wK`UPP=(!k>aC&ji>H*;5ucp~DFrWjhETdzp>^9<Iq#M$o
z7%lNSo}TgR4K#l42Bh5LCbq5?#R;h|WO>(Duo3aJ>h@niG*IHb(T$5%VQn*5`GUSX
z4IrN?&01b~d;tc+CA^3FPcfyxLxhwxbz+?4%N9J;qcH{GJq~ZU7-MOH*yh#P*k`KS
zXBMwP!;cC`0vk9qz1!%br1L1Z+55F{GSulRFQI`04xTHz51P$~Rw(YMtH44{*fW>#
zac@hLDTe1$ZIEPbs`?NhDB*ifW<!qGSaIm_^4zs+auc1AdQG;O!Pv{XSTvA8`76&7
zH&FWi1&lvmC(cFHi6=mha>pcuV;73ce8pn-Rw%;g-2jgV)Y;v#Yf@#7jH2F_rr{t;
zg~Ggnb%0@cbr-vByMs{kgq_1?`B=Gemkd-W-16(#gaIb(>9(_sL(W7E%ZwjEV@U__
z_zkVg$HKaHI};NF*YCnRucr}Lw_*NslTeOWW%OHIu_|O7M7*C~-KSnxVVr^UJwO;d
z@B1r*DXp0P1D9YRg#5WPITG#63;VUtEG}Z>Y9QUJA+m!gM`#(P5>bNkZ^EILM)U6~
z197ROw=a-j;;SsQ+R6T&{O%P9(?-`_;!nZrU67?*J`c9c<Aa!(3*E|5!PXOhSb@lh
zvbf<)zDB^>?Ra<0rqdy=t!S8+(8WvGk67$vABcXpcwLL>?1T;|wnAPgznfRzqmM&$
zpEDpatnIGGde+Eppp=J5S2W5ChRc-+v*#fCBb``Xn&$<+H#+Z1wkl%jW=4nO4HUJl
zNapS?9P2xl@bDLBK=yG_bDjL&W^JhUn04_V$+!kF0q9ip2GS4+r(b=y75|DgbH8lb
zgV0|<{6W_rOu-AL)C?Xn!BJgffFHNHSh%@AZ@?r*Id3`-Qs#AM1AirMSo=f>gc0cA
zv1NJF&5-wCxAYv-S{CkJbWR>-GY7&9J`pz>i5w&H^|7%D)(H;+h)yHZ;w=H!o%4j3
z0ey%OXjM0`@#MTU4b?O-WxqcLqKt)>AHseqF)r3C3k#uIp<XY1?-B@75q|@xcFg$o
zjiNc1`JyI^6;Le+b#dZw<gp!Z1_H9eb&6S&t_b;n=n({D5O^IaaeFb1jRCA}Big5`
zd5>DbTB^WJ7dq5sPpX6*#M|*z_j!elxx-%BjyHQlm{Lk1%@cmi3yhLP&;|oCrDGT~
zl<fV4R|1ogq2aTUvMG%ay@!Bv6VD<5c6mfzI{(?oQ2JB}MA?OY@W2;UP1e=yUojmm
z0e*|2`qa1~le(cO&iet{o)3`(HDl`s<6a`%VH<h6MP}NhQb}v^i#)R;Cb@anSs4(~
z3rU}?-g2Dixo5KD^}y8chY!!?VptG?@{9FE>QepKgqr5x^BJLU;|^jy766HZL_HjX
zk*L$yTqQKA_9_}}a5bE`jlLV|IWJp5okG?y5lOrR*dV0?qCu$Z4yGIE8leqB3RBqy
zu0c1yo>XQ@>$SU7vHMhgSRNU0$eC?q=kMuEwyMOyqUajf9G^(%KZTv$Ra@h18`Am4
zENOaS-c&Ob7x;1spdN)r^GL}`M63%7X?z{v4tG3v1P@)O;S8l1L<M)|eF%2(jFK#e
zy$si}?Br1{43JHB_|b<flpl~va*I1aiPz!D%5U*)s}O-8#swJ2jkrzA$>3)<o$x{u
zm{^_%Vm!!+kjG2)fS_vi0_-+{5^ufSt+3(8bbc(%$mZ`r#DTnp6=t!Q<>3$!jz|{>
za_`T3HW!I1`#E(WFrb-x;m}OK5~#riSrH}i<;Ld83mdo~)dxg{uqhk(8OvEqaVsLi
zX#7b$j@}y>n#G1L^8S}UW<GRZZ&(NT*9oSSWp<^HH(7|8L9=wI6{19<Z4h&tHEu06
zny<qVu|f1@zWa`LN`UqD^R2~(`~Kb`qPKJ10J2^j5!(dS-;t+$F+dnvv0}yvFEoL+
z?rv(F(t58hZ-L#gKBz8fxeKz-i38YK4TPgsIHrbhd|P+Vyq#@z=FpuuAYi1raBL8p
zJA%~T!>ISLnWtAZ{0B1t%~J9rFHW(<+g)HM&s184VZdl#0FK}0u9#r!An%Flv0~rk
z7lCM92}UhrHRPP1)&Lw{x6U77W5Vi*O`R-gR-Do+o=dBIwLemEYkK{J!u`x9$&8h<
z&V<dr^*cc{*aqpkgmjR6eBETubUHO@`5_mR0FWholsT&YS$oFPt0AH^kO?!aY()g$
z-MPS()w!R<3-;b8FoK5wn=cfG1^?A*MPQd`)_S7G2<IGHx0AgO1io&(2Q2hF5UsZU
zqN5Jrnd&pH$tKGu;(au_WGlL@invXHtiF9HAx*K~imk|$w(u5w;Zz$^JQ{IEQgWGZ
z7&lj|&6K`_8ZPi3q<rg|W-q!AjXH7eAmYlA3ad=MV^hv5bg-J$<toUsk+~4paI*mU
z%ij&6S>CHvu0TkJ%-Jl}knb-*z^lX+dcnv23$R#!BsYtH<M8`vB#JJiE`%n&2MRO-
zSvZQSXw|;dtMf)H-G8*a#J>o#Wz;R?Azztb1Jz_RrE##A+39`2F<{rqNCW`|m0Qmk
zyKsW^ZE7^xtI^>7*Mnjfm$Yi55Z+cckv6!KeYj~LP-}J%S`ED2(c*3LnB3yg(U#5z
z)bRknbDmg5V1jrD7lE)O#P8?bn}RafMY&}%x!%}2P4gWkL`{-fQ^@{OcVar9aO+#n
z`h&7qdRrIGEtN*+u4Ad~GraF;`~(*BHcJ=7lr?K#=tcJA+IlZgxUMcqtH*>TjP*3R
zOTj&~bZl<b>LE!pFqev{EuHZc^#}sTZS#jHx6(?_2#(l)Yku^zOJ&pf+$oB|z}cTa
zoFSX4{-_ftJ*gZqnNSxNKlHM9ilR(x9kh_gss$taz#exwpZgb&(5`u<-{dGqOj$id
z7TV{P?dC0%!=u72vhn-;9n1d8hmLSn>|%yb`;JOM3Xs~P%Q8DBvKTmnkG2ZufBZWQ
zQgOj>xK^WxIh6Q7ss!R}15X|4|5Yw$J=*#U8Op8^z5eIBJQh+;%k%zxNTZMm<*Tk-
z|L3pYAzT-j)bfRd=szBh&Ki8kNOaSzT*uOhmYjv{bI9xBURM+{N-pwOuO1|e%ci@6
zJ$I_@lLx)`ie^1yKby<8j~VW0?X;>tF%m2%nv=GJ;OhONlV#UlL`OLwL=$#p>zSd-
z?h_$j$a4lG5j5m@$eMOFbTD*hLlC0g4+3P^^WN*smh9L3)cw*!#tn&cF7W3^;^|OB
zb^ci-DjXgDL2d4~@Lu>IWfMm79kcxwtKl+#x$o{Ykiq0(QG(6DB0wh;IiL|V^N_i3
zgzM!EzT3`boSXg?(X|m>CECV0A`85+`@*3_g2a3aJB?6l4<erGn0UZ?gO-T_Ta21(
zfmA8sY%U<Q|GeKN4@3kB*aS9}m03aV%^C&an%LNF6u@<k!PtD<v+$yqS-b^f!EB0K
zk1UtCbZ?YoR3Gb`OHO(EEmw30l8gxn?b}LuH~!u>HpLynF<~-9dH5ZDDHlpBz(D-m
zXbQ$svH{t@8k52_dqIWq6}d!zBb+2qn(AKkt$ut5*DTwX%j92UB!UNye<Gg-D8fo3
zTY8wxvGLDbB}+W4^B>tXr%#6hTNJ>wp76nK>?qp0EBprlq|Caa)tVGHGTo5=BhC`!
zVm3C#iapgJ#2I5!QL6(a2_$9g@E?X&Xx7G}bQ{qVY;FmiN63=)&t=ro;cb4`wb|zl
zY<$kMcCu9fIs#e?SV(<uhfcza`t0-A*hN$plj+fg15wXR{xDj%jhz@JkvI<(U^b*l
zD3Qi5IQ;$_*zyX0)*uy6z3j^h0dRkAP35kc2av7}38Vq`3#m;pfSQcuE5aa(D%&?~
z0Y)Yanp|-`@2apW>-E}iJ%BZPNGmhW2DMtR#yo<W*>0Edwrd^(Bpuy!7HoJcIlymo
z2S*zx6U*lhSpW&}@|7IWM^peqARlD#1%1H$R_E>sp5G8wjLj`XoW((@s|Sd)elze6
zPmte_wx%jBc#{*4|9#g$HlF0!4>Qc87yhIy$ICa)2aokOW3hYCWFYx5mdj*gO>aUg
z!Gsz={`TfW*#!WbwzAggug*3C76f^}$k=x`h&U>Mg%iTnXpWv`wCzNXnu<E8OQE7_
zOV1r7ssakLEuYkjbVuVNCFIdH-{J2fD&K4c>_seWZ$o;h7a4%Ez&;&S!7sHa-JR~2
z4btQ9*&(0_004r}&B@m${hiq2soA~wIyP?V`w3rjcd#F7pX$9k1zGj;H1fQi@S3;%
zVTVWeyF4mD1(}Cm&qG!`-ei{SUE`lNf=xZuZ}HgxdkLx?(u+Kd(kF%0ow_ohx~Ah7
z*{uw!+s&7DH~rNNr%nnJvp>{({d5S}mCI=Jaj1vV?hJ?$PF`x8zm88^Zwc!D+FkAP
zpTAJs@F2pl{Uqt(0@^%@ywoEv;d62O@x5GM+F;c9oEc2LhEWeckPbiQbq&2Oz<cfL
zdhW_=({PUX8Z0bJl{VC#lm%<XT?c$E-scN438GNywF(cXa<CEIFiDnSMy>J-a<QF-
z2e`kLL-c>7IrktiNJ#nAeFFYq^BTps$$IgXTx$QFRgFtXd~1I^rhW_PS;dG<O8!^4
zb_tLNpGX?$LDGW{1vR~!y^Igwzv8h$rJqU~aMQfmd*;pbC&pL?KD;J}g8xh_AO2qi
z5CgxCWHkuOUsjEz_IK&77$8nGF32u|xgc0)g5$8Ljv)M+7F*(kyDT`L-3;K^-U_be
zbgF{Sn`5$c3ZE@M9>%xAt&%5C^%Cy+<J0-i>sB6tNeTYAknBP5?tfx3i~hG&c!N*a
zvyZPrA&TFw@ri8uM_^C1|Ne2Q%mnWDPpyJ1b>rh3?a;0NZ4Xv)>hgV7{WIwUq`!h&
zHPZRcaHz>lY+v6c{E~xL|6U8`PY=YogADU*;113v%%(vud1RbHQkZr^_VFL@{ki(l
z%?K^!31J3fI!mer5;a&~chwyRiB99`{33uVMR^d2Xx1GcNz+>mYOx{hhibv+N!yD)
zp!M35U4vHaVQ97=a_PH&S6jJN9i&&{NyEcJ;bfT8x}MU9Ab-Z&L39n$uqPcyRl1C2
z?j2G(m{@YpVt*sVefA7e_VArARDJ2wd4TjT9Li5H(74E7gG7xA7lmK8RvgANoM$14
zz37^7@zo<AMBSqLKlnIajSj$zg#2Hw0v>~_81qU>o8OHZ1IO!&u&>)}EOgluXRdib
z6i3v%FR3f{50Dh6*ids@NZJIxZ4{XruoDcneql<PKmT-LYpuPg3R(iv-6xsGv~owt
zHl%~7nPQWq81smf?2DE(-984guJA9vEfYKs1)5xwGV!I=bP7by4Huq9#IGT`y4pPl
z^t5f{hocE_VQosZkLQU6N^`lkTr`Y7%JLn}$oBY-_2D)j1_&qr_J`rwDUXPAM^rvY
zirsj49Yf#f-QxfCWxGaNE<J-Up8m?urOFRqby-k!{_zr%y*RVrkwjE6zKQ!D;!+hY
z8dwcGN@Ak@4`?wz@O-?ZB?)o%BcP<hwj7KJqbeziAdr^!YITQSm7nb7Z(utj;ugf0
z@bz+i4-f?iQvc9(JHO7Q^FISw^0Rv@gJh!sctvwy4T;-)h$S5o)Lz4cbcA?Bjem`|
z@OX<knTL&i1uq(akPo>EQ0~ya1s}VBtDX%Y>1u`MtOPPvKV!<?&5S#&a#iEDtnI%+
ztwr2dU7i`(Q>*;w=7Cg2t6MDZ9k(y^ez4W=Y4%5zu|O`*bAY0b;w&>)tG2E0Eufi}
zo7MPl+}>J^`___p2a!1cyTU$)RK=yk<fZ1EU!I1@SHQyw2{|Bo3|SciCQi86GrQ+*
z;D_rhobz*4-1a19^H2J6yWR+`GF|lIY~)wBtZ_mTFY+(??grk0;VUlYYKO0B0|ndx
z3rk~TIO6QWF%(Q2St7org5$KtR|t}b`kCJmKZeq>9DY&@ytbMMQsm2rbzY5EwDd8A
zxbP0RS^g7Cr*k(_|0DZU^o|MOy(Jf}V8tyN=8*+Z;!dMT7|loP?q~(=uqb9}n6v+M
z^LQsil8w&Q4$;IX6=bch>2)<@u^uR^cyk_&yMugdjVaJ@<Qy_S4GO_Z;DQNUu3r8f
z95@d$NMGD-^p-OD(4YIW_g8EE@Lst7Lu*~aFV|Tqv+)1xRx2X%zkyMZE`)%qPPTs{
z_pDroH%C7%YlH4iJpY({J1WoD2Pr1)Ngo%sAR*(En#)DA|JEmU-k|`HMzH(i>30m9
zgU3TMEk8aBGL;W8zswkp^Ps-I3bfsqtN48abt730nnoPRnQz==GX5XRzQ*gd?;qel
z{jK!vZq14OWwyD0C&<WY%`cq{^%MR9;6Gf-@~;2F$xmG<Pz2b})&KlVhGf8+8Ol=7
zR7<T@dgN#8zw-w*w-kR8(Il9vWPSGWD`dWW2Xejs*{s|;yM!DB3HqN<mdvf--O5kY
z35N2iI%Qk&AD=zAbqoN>0WC^6$mU;{-W{#zEmKt!!lgXl7_gxm?ZIs}bFw>HR%lW}
z(d6Q(8O1X%G786<VQN0BE6YC~lv3Ds=CnP?MDc>XGWbH@rctd~Cv+8U@JIH`GgHZ$
zCKyI7XX)l0yNZ`>=Up!WxvlsO01}wd%c~w24nVaw=<U?{#55>Tzv(?Flmt6%AG-h8
ztq)I`F=U6GS6nzmULuj{wff*b77%U)tl8k9Fl7mTAWKhg3kJrNFKyf^hi>LM`H*Jd
zo@v=+VU~?w_SX2VJAV(iD>b*_7OShT`%mG$4eSFgXM_foINVJVXOYic?`_`hEAuhb
zgCqjA*q$${&v(_@BSf-qKHdO;%(%5?=R#}<`z>yfz+P@f!7XwS@d<KgK|XK82DS@1
zs_CzLF^`mF_t3Q?AV8|z4cw|?*xCska26o59T-T)Ix-e?4G)-fI#$t(yr@BAO9@Hs
zJG`R`*^NWfN<J%;)|y#`se_b*Q-Pi~A2d_YWMx4EZmyKhrW2L2PVVgxjvGW%yG@0x
z@bUOzb-S?-Hc$4#4E?SJo*$63{BA+<IjbMch7;8#>Uz=C&M)OR)@YR$d`}Ea%hf1t
za?3EZl#Hu);)4u00M0)C>ULVLx4*jNe3ymqsUx^l^I45w4-?qhSprg(0lC2e<VMBG
zDey+2^w}E2Zt)w0Ys}*)B2iB0=4cTvEq!#3?^3?p0fq@e_2<h3FSKd`<2xx$vitq|
zHi1-T4!D|!GSK&zu6_8x`<&{iY9fANpF-6Ip!5~JOrxnZjLA*aa^`FYQDjO&T;sjE
zqyJQHeQqK!y|VefzFge`Oi+^Ngt)+>KcG0p-Ambg?_29-Hs31$Ny>`S%{(3=Zi9!i
z_(>2bbP}5zfF^B7j;IH?vIgW=hng9)H?vry|HfHZg^0VQ@_cWEv&;bNGu^;`Nt+)E
zFNzMulctqB^!9*4KHs`82P+Utv;{FF0(3qct=4iYJXn}40r#+!(EWq)n*P3rg>Fx(
z#(=wfK-1)SjNl10IUzjsYK?3ctU7!M1mS<Zve>25437fvu>iL&G1uIa5ugfM@|!Rk
z5B539g@Tqp5V4<72bSQPl_Yt(@INn4To(IjNrG9gu+5Tv_Hq8%=>7Bz14}EOOCbmI
z18q-zC<<6edyu`$&6(P_WRGUIzc-M`2_d}%cNH>sG3x|chzE711<Yot$*-AfeD!t$
zTFT-((B|8}vl>0Es@d0hKs2<4+IdEPt4wK4r!8q1(ijucT89g^II$59xFz5i9+Mda
zT&-sk|GFeMR|2lCdFvX_Tc{UOC&nP|Pfnb4biO})HVf*?nF$R2NiMiiJ_S}%@6_P&
zRN4(Pc^_^SX+}8p`o}NYq8ZT=vr*M9VY!Sy)${k~HZOO^v)<-ML@7{%L2LNTf8>KL
zo_GT@jB=Lj$#lyupPAp~kYNoVwZTmhBO)T~W!i9bCg<;TSa%hbUqNgMf3NEQY2?hq
zq1^jFZs}AK)lnp*PQ!E*$(sErIZZ-~5g|HcXNnjM4Jyjst&;tSlG{$U5hg0#$F7F4
zjHQGOBkRPNnddutdVc45{y5j~ulv5{y6$DZ_jmhzKJWKy*Ks?ZV^DAS`EtzqMgIf!
zaGqr*4!RyATH=X88LvDyd=H)flkv>riPN`5w19H-lyp;{a?kqKgZJmDv6)Y%I9SSs
zV|&YN_-BSX&H{b5Q^S?XizL=d>ky9G_o9!dV*F{J!D}~<;~N6O{ef7R*DVuu&<JuN
zfYEm$VEn2Dg#*}jwl~oTuI;0*%gOI~xc}M~3bN2zPRAOKL%5zXuIJ4H_$~fwuq(dd
z#;4;0zU#hxu;=-{h*id!Kxw6ME1O(^S5QK3g+V0<SA~Z7F^gQh__0g(Q1&T!Y2lC0
zQMv6po5iDMH{`FFDYrAjD8Xo}HhefZ7{|@<Fs65{pToq~W&fI!^EAfI&X>2ScIB=I
z3g9I9z^~U<+8OnqjEQfJ&v&U)6&iro6&|9}m>GEK!=l4NmJ8_)X|sah&Lt`95Af7W
z)k=On{zoiN;qhY&Mg~kiAVLkykH@~3PcHvAk>_w_NLh&CH<>=2d0hpP)q9}@(a<}e
zbY8jFi^VL2IH-TWJ2*HfOs^+2$>;w!fc$}U`$1u|xjBFo7Qvuck&mj9Cg^#3{*_K*
z$@p%LmCXO=q+;?zxF3xuLW4jZ1=$)P>O8niVQfRv*aHy$&8MJnUl=CiKOYv(f`QB!
zL2UxN`<mKJwWQF;B$(s~ar<L!Z~)BGM|HI_;>me3&F57yU`#6Tta6u(xuSs=!L+sV
z8{S?wS2-CP9Tv79YHF5#PqXh^a1AXqdg2lNw@|kgtilFJrd$mH3h8}ZhJ$WFwt9%U
zT%bFaO~i0uuK`kP#-p)0oj`8MXf;q=p;w0CAS-~15Pwygz)?yv^Wpy<EYL9=HRM(P
zkp4boza;xkza6BjmEGXU20S>Y3)Ke^{DjPgl9f|8yzC;4py>NjE)U3i@YkUuPK%mF
z1i2c+%8RQqj{${f@HxEq*S?Au?v$k($q;n=nQloo=Q_<37uH}6;jxr>Jd@zO3l*IO
z?|nSBcOmXpjrKa8g|Mt9c%>e8pXEU<%JYY`wUAzw)0ctj-|r8}hgb35P-4$fB8UNE
z?J{$s`KU5K+o6!&#NdP34HzADBzi(h)Ys<<L^PQ%Lvew=!zM5rRzQG9*c8f+7zNr5
zS7@T+n3?mZmnd#V7ycvA9#m-OX}!qN)j-5lPTvK>(se!6jDb_tU07Q;dkhaGaoG*0
zYNpnH`NPbN&LHrHM`H`{O;IpFcpyn*ugrmx@HJzh`ADZl3D3jH0Q!QwZa88=q4|C>
z>TS``J?LPPFxgMi&ph|>BZ!pS9=^&-$|(HIO99V60DOo-p%dYs036^xO15>`ootW?
zOZYMGlnXty{=z_;DTCNQ!wPGUOzJ#{xnw(=+C`+6sIOgx*3H`M(9?0y+6iO)O`qj3
zKxSKP<-zzW@e5Z)Isvr}z|{^RQWLv2m(=_!G4zDQ`oPe?u8X|s`9Q->GJa<qL@L}F
zzhXE6o|91+hH}LSbtj26tLpAyd%aofPGgJ+k;Necvo4KY6!=!Kwc~8oQd()2!SFdq
z*fJk(LDzIpI}g<Y(&igMPw$`Y$U*7VQ>&}K_rg!A)^Dy`;#P*j+RE8KO(p`+32)*K
zUD44;b~LS6V>nK6r6ntan%S{iEM09j_@^34lw5WxBGnJtK5^)ZscIzRBFnAh%`rZ$
z*Eru8`i>c|_<WgnOBcjQthAbwjm~OAmEV#X9P;2V{2F@qlpN~ffI+D+aKo#Q&*2bg
z(Aje`WFhKK-*Z^D-St2?D$oVbO2tzf|3(OG9KQfaO*L$40x_450Q3V^#jFC-O)hwW
z`?~4_1G_rT%y+NcX?(#`PjU3K(>0E~bL9`JK8~#;!S&~{6P6Ta<N~n}wwLW0z7j}N
zz{J`S_hI0v4D1pN#OT=ci&z&>9=4>|TTo&r#1w=llgijE-|xU(^3NsoUzAHnah|d|
z8jD04J1_7}Q}EV%aR;EaQ;<EfTu25L^ialS+R$G<fwoYp$V3P5qqZIu7jND#Sy-yd
z7~#oc-eWS(V~JE+M{1x`YojTsNG6Vj!$Dq9rj0tT0l?*I+#pb<7EWA?pruw7!7z|3
z9~$bX<+dN%>!1bZMEcycZBW)68UTl#^I@|N*Q7QXkV<d%V{+RLqQ?J(iyqGC6yMyB
zydU2!8a?rMND#LGXyrgFw2@e&3qtX~?%^_<suEwyBeY1m2?P|7QN#IiHSNmv0E5)&
z2v4Db4MXzHUw>#R4fGPuyigR70<bUT`@Ay39QRltz~>Bw-7oy|T@kh*dOMF`SUDTD
z^q8TK%Xp=XPX~f=FkeK`LeAia>uYDbX_}@!u28eni$fDpkyy%X+kVSuJQ^3>i2%`o
z;Gl=5NoVNbnSQG9X7*R=8sW8ln%C7&(VfI22%R@5bWx;GJD8^+NG;7ef)4zU)_6r9
zs3>wq1Ad1(oEEDVF+R1ZVv~6etnJ)Z+qVc$fxNqlE$0Hh!7pP@8GJRc;(37V{UyZ~
zT8KZMYX{jlS<F;?jEARAmq#TgQ;D&q7tvbvAW5Z9rOBFrf@bDkDL`$M(RlOC>Nl*P
zgA#3iZHl3f2gR0_6HkPxc`(Tu(v<JR@77jC^nlF4S2!w}&S3d5^&&r+(L!#;^n6*Z
zLmjetH>`l@<WIe;`ROl<t=u!*;A-H}#&sN()&O&m9Kvpn5N&;W=yu;)yR{$iW7*Rg
zmpy#&L<0mDCnA$JCh<&ckMOiUMoH7Z&}#>EI~cv9Sjv(LJYwyJIi`xxNUVj0=%|xj
zG#7tnxymK`Ppqb|6ky_v{X9PyBc5Oep>Hs&0LmfN98cVr?cTWyKk&*zBexu&!amT3
zhu-MnFe)4ZBBP;!(g*{H<Rkt}!nn9li3MnMbrD5ZoN3wl^o6<@g&KYRhUZpBG<KJ5
z(7Ab*hoSXetY0dM2}r?7V<&yLMz+n!I8OAYU)+A?&6oTlgR*?72>0T6@Gok!c9eF)
zQ_nqdk>(b@{8E7CQXK>8J;oj?c3!(z4WUdB7tDTBs;usfNuNz0d$h3Swuol^qi!B-
z09%)R08wuq=gz^*_zbtP!zsA9bXonXgO4N3i%I&9fNC}&LozHa(b7FQz_ob+gxY|N
zVPXuP@!(3>NR>0ovSR|h;`VuLy7AZiBKGfxOZxd8Ck!6j>^#%-fAq_NH+~+HIGf<#
z@tL|+r$V2WGhYe<B50@g@*}`VjsQ0I1^<hV0+9tIPP=ZngF<`97)26!uHg9jNOybN
zQ?We~IE%BMr~l2RDj5arOnCKtWtFTMNpKdx)#}A;jIcBiuQx~VM%3vi!lxh$%4gL}
z0i4K)tZ3DK@wMS`iCwAhuICpu97{S#y+&g{E66@x4A(<5GtnKO&I<&W8p#0GgP4P2
z9`16fvU;)keD!E>QmV+-U1OS(QbAm`@IUs)Ui3{*9J3z>11Ak667$w;T$RQ7AbGb5
zUu6(bVggj`5IRmIB(K&$r#K+=&f){xpt`Ewjzim@jmt^0SAhTD25V3oy%OK?l-tb~
zxo|J)j>=l{D97<c@eG4f>n||9<DL@rBdCqVaIOXZtv2>Y20Y~rG)7Hvr)pCO4^e3O
znicBT_qpQICEMXC26k!s$^w+$HjoQv+@E=<kC``+WY@p?`O80{K%+lh#=ONl1LnAA
z^`4pO7E23Y(e;U>G+~xyYU`B;xc=U65L!rG$xdMYUFXRapk!^E4-E0jan$FJb7A00
zg%!1Vhz2|qk6!UNrYp*%b!i`NzWO2R#t3x=cV=F7#$L&$2kv=;_OP=xb8IjNILbO+
z#4Cm|Gxsqxo++v_n~%m6>H7nMl6U@;uND@_K`ZtZ6?FL-Ld18jZnuH6;^A05Ai(<%
ze8JqT2GG%_v&o5YkfSkDgwoPNj&fT0Jk>mIczLm$duu=P(ylo=UrMw<zI3${#k6W>
z4-YQw)W`$2-O<OdO(5NVS*t51eUHv{6PC0?JXV4s7RE=hn8C5cvW<-I6?!-=y0kTK
z1xUM$vCELHO;f^V_FQRJ5=&K3Sp<X?Rx?c)pvBDvLd5=LVU<fp%grR#6~I7vaZ6CV
z5lER7kY4%6tcR$E)Uk0es@*oeS@UDMsPt3Eaf#EeGf#p1*Z@%ku)Ol9*c!rbN_MVu
z^PsMLSQCUn(`T`E`w>%BcdRa0KiYj&+znT5K=Ht2;VZoTaV<<ThNPSq39m;nKzC4w
z8a_Qg%BU2ki>psp1~$j^CvP*EPe%cQ3m|XdZ{FuGY5lR?{}B)Us9gTYA$}Ju{6}u^
z12oOUVRE?34D}CXWpSUrF>{@rPv>Q6L45&D${)IKoONrpC^&m#pSqBje8_%drt+C{
zV!_#6!qEu@LS;rLQ@iC0ouu0yyh5o(8J{=Fec7t^D7LDUc%-L410;u9(&k=Fc-G5O
z3kJ$F*!C>SC_ZDt8bV>Zjg%+B;UCZ39?5CxU@9`}-r99MQa~DuhTTT1>G#3KgN~hY
zylbJHdk)~Nd$*i*f1E>*=U_!^1d8An+pSF)Tsj4z+{(OE83HIw$_;GAPAlzkmC68Y
zg}}RNdIIkzpYJNI-vnj4;nshhIrrVb*`4vhKmzUVsdeS~Z62BWY_CKo43sHnojCRs
z)gf=4JXVgWlselIRXMwBX09GnWLBn)L=0)3knht&0x{n118cSHdUWDp6Q4_v8#lw1
zPJBWCz<d_?)`Zj_zX-gkI;fg`2o5Unpa(uFoXci2=nHEE)JhQaJM=Qa$qO1tOgr{m
z7QCTXvTe2rl%s`0hREijc&2UtPsd1XAY43vtq3}0j~49Z$1!|EJVu0`ahs{SBRR|E
zC<N%v)}HCMoIz=AsIFjhya{~Kp(iok8`}$DiO5C2onIYOhKn3^Mgm3vAq9pH*%$YN
zCRJl?C802T;&J?%{7HgnL61<ejkE+O{75g^o7@oU5o#}B&X3Cya@7}{7GBdu2>DYr
z`m`CLH9jg|ut>F3z^-FkCpTE8-x;0V@JMhQe+QqAz(SaB=uhP9WX<F~={<9MQ+}IT
zUjCL(F3Zp`-xf6PjalZq`P1}<ooxc#UO^AH@P;FNoA`4DhBui>b<!AQMYWD#{%hO5
zs$AQ7?dVs_ktkG4{uDF2=OFm_b1I+@xow4~+(y2j=mQsuEhtSVylW%m$5s!Ol)#)p
z-;k4#l-u$A6|zKF^y=c0Qpz<iLoE9#eT{9$Di&Z}q#SrZNR()^cx~bqo@I`zc}du5
zjnzxbAw1|!JfQn&-|(M8HGJ)Put#l?Uc%VMl;0S;M;tMaEGhH)Av2qFMWwB==KksS
z51n?EK;yGHzHW^tzz1vNFX{rl64;1;`?H+$Vded8TRscQEw$`?KJjf|mcug=@~euc
z#C-f}w+1|NUhKu3=x?{uNtt=D{B=1aK{yl+x;LJzS()1|+dY#@I9_CCz*OG#O-8Rg
ziuZ{`H`;+mh@h(mM95wz`infP7ND2e=BY_xQkqXgQ8sePNx*u#sd99HUyUAMsOojC
zQd-cH#^9R2qnyLW^EbF|lc=P}n7ZiQA~tX8pIPfNc>sn(wU*yGD5qw$)4x`)<S6oI
zC2hz|l~UR}btSq&FlXh7YM2~(l$^RzjX3c9WE(lmj>Tkpsr#{wQik32m1$4b0Gh`@
zaMh~U8!ugR9JE4gx?vIu<J(lE`Vz;|pWq&yev2C5*L;85ID7ZbaId2D+U3kW-OIBf
z40`32Q?lvXTf1h#nD)K9e%T3^EkoI!{g<rbm$kT4o0*s2S-kU;XzRCccq#;4o{YJB
zx(sqw%)cL*+*YReR1`dqohb<xXf@3Ouc}&pVgVd`YY(o-|F4g^{Y`|>ZK98-sxD+M
z6zBTcv1<84B)V|L=J-r7g~+Eh&B<Z*6z?ge-J0<yjJ&gkpANLE(Fy#6okzw_mkE||
zLvI>~)L+@l=r;&HHNXVzz9`!z5Bi^w6L0bf@DsmH{FLC|LRxOnHL18k-@8P^r5|w>
z&m%U4(rLm&+X!zBEtS=2K9~k$%<_gf`k?B-fno6I7gvw+I`B(Qk2l`5n<+xXR&1%x
z)&r?rlTCgpK#AqzX>8ZQM;~CnPxRDj!%J_p)z8VSAh*nLhEx@w!99FcFCx(>Yh6>l
z0fFJG3IVl2&xX<9#cGg0!GtkKs-k)S6s&{n;MFP3p^%{dn^2y^^hXp^PD>LB2PpiN
zvrq@RMlfK5mD>9!{drNn6_J|+@n~S@%fiH&`hZ^T{JJM|<6`*^E6QFaGaq9}P`e{3
zXV_*(?t<2{A@P-TR4>nF#)8s>2DeEMTyDsMAK{J<gYTHar(}Etv<^*ZaFaBD@Jsd$
z!i-2bwn82e7%?7EPN{%57G7NHXe*dGp0Y$1eP+#^`dzQLx9hfB5<g31a$?I!E?J4Z
zjZkE_#a87skX;)=j$t-of#i?N@9EAX1?N_Iz1Hcv5$I%&AL7!qGn}`K%!W=#mV^?p
zdS+tY=>oRq<<!-UBfC<*L@)&|^2<7qFIgVwS(Y~K^xN@ud)s8;M3@2JMS)FN%3nKH
zYhs;qC@K!7HuN(dK?%-ttm4j?kxS;P>OLZ-WWV!RMHrS~`TxROa~{II^s8Wb0i6!h
r{q5KjlkcZuuRyD>|M>qt8*TXf;q?n{-R@>yVi0rE%&6$NL-@Y{X9J6H

literal 27314
zcmb5Wc~leG);3NLVz(mPZd(x%u-gJ!R6rDv`8r}Ts!$9<0A&)HGz^iMZm!UZf>dOZ
z$r&vmAP7jpq_jZEBq{`ifJg)+5FiL4jK5Qf_x*iecl)mO{o!JnsycPfsdM&z_OqXT
zE*-NlUbklR8Zj}kb@0(cC&a|QrHhGubNoAT@C&=LqY(Vj2|R2UXyxw_NI6Az7c)N<
zc+ST^(8ufa)?jyXfS14D9@TxSyLWCq6Bu|dKvzx8_kV6s^(T9(y~<y&4;uOY+)?`g
zF)^uA#J{f|80C72iJet|5AC<UkU7SpRI(|E(K569)7L-${Jr8=KZa73ZeDj8u^ZX?
z?fwI+4<FlqIO^usSF3*bY1MV5%{R9Gx$(QBBZ?>PQVx9guUAKp9&HmW?GC8X3k#r7
zxZEuAuwjm&Ve9a8Hh*}Jr*@r309R*%5<~&r5Ob;O3F`c+IsO~()V><67F~&<#=eZR
zoj<F4&c0>0eW%sqZQH-P>@m}j(W3k9P_wFSZy31fPkYjzzs;p}abdW6_8zzTWBy=T
zEQjeAaeS!o<<MQn`5|uPpZS9><3|J6jXP)XYDu%{L7SSB>iD0Gq{;$Y41#llzH3hM
zc0846A6J`MF%&dQ{E%MdA32wQ(53ZFi@y%%Uuk<7hCKWJ>>!EP<m0;h7mG_`?>Ynz
zB|iN=HF$>T{KntW4a6AUTfbFbSM5pswDa3bs>I)ozjq!6e_U>>B%5o->GibrAGtOL
zZ6FcX{(g^&Z<=KP9^%@@-w#O>f7kBk`~v={pU)UN_xdnHRaO2A&yLX>AJ1if1@0~S
z7X;Rdn3&ynC#Avvqc8PXPd^#|CH~0a&n@0w3$8|AyczTZ_?z}CLsetf7dnlh=2|4T
zHP(Uu*shgV-QF*}5`&O3k{j>;;lY4zx*ZayC}_1X9Gc`Vb6btS0lgc$Vp5FXk2iaI
z+a{2Nvd8RK6FsT@)a-uP7M-SUDZebpKzk$D^G~>j-o6LF1{YnjTikEwF)Yo=h3AKD
zI}D25Z*#7C%l`x}71eDly>~@W{A+)SaYANJGTWeJ&9~t9=x#gyB^pLQjV>fgRNZ5!
zWg^7h5Nob?EK{YuilL5ak_&u^*%~^ExLb7xC*cnK4W#a3->E#-5}tmTcyDcUKIf1v
zLej(KjAN|>h<^GU<5UGrX;XK07&@h}b38T?6JPZE3*ExUr&xC7{UsPC@gvDJVS;Pr
zu|W!46Duk8TTg-$j*{mZOUsCb6TQyIpj<UU^+1#bO1T>5ipV9iAGANp%jaY&fXmJ0
z!VlC5MvTo`@ZKfeDi7id2K)M14UmpU;8<uzFh_F@(R8$oU7@=f-;#VW$=f#`{2(UV
zOV1y9k>VTQKgvyP-uWZ=$t8nWM)`~hdqfUp)3zPNDu_GnqAt;(#Kxf~dU%Ft5MlwR
z4a!s#%63H-F)VM`L*S-bJFVws@n(H=Yy`u4lqv=quL(yWhUS+XvMtLW(pAH2T2=l<
zG&s~m_afzEEUJE>+lU-1f}8)In6G*(SnH#s+nP?R!^|q`7WL1Q9=+meph!Q`v(eIo
z_f+P&a0P5RDP0hc1f4^j<z+&xDE!Y2*xEZMYvnt0K7`E{`J`VDd!7F^al4CQLHr?G
zN=+rhn>{y_?<!m;)%o$Fy(zZ?YymmWZQ;HUD>MGT_s4^$wD?fzbp3zcckjW3?R_vJ
zZ1Cr!|K~o5zO;FazAvibmj~DqHo6+=*w!HHA;-+$`NGH+bSe7k$a9#c#o0P^QMl7<
zb*&L&D5MuyFy&wpu_~3Y)6D0kHb@v0;wxTLm8&Q?g=VzueV}tw*g==25D!#VqAe$d
zoi9_bp)K0<ok<wo3pLv86nT@e;*~PhyuN_=*tP#bv<^?aKluPNmwCLCo5FquS>EtH
zG<{fT6KdzDdf>?O7nXnLF3<0bN!R{SXrDO$Mo8Q6>DW|fOWre?*gdI_Rf%z~cV|A=
zoW>yAP1!~d!CrA!pFS#TCNmF<g9N1mAB=+dt371eDpBFYq`4xcQD}|4Q+7JrYmbB{
z%}X>sKMOr+sfQSUr>x$6Mq)a=*Ma{EvX#kRIYr6QYH}G$7fwvk@vK)YetOWqdQKn|
z3*Li)55{PvU+h4$fpBDEt{4_)gIK=X7kaVn?H=4aHdR_V<TQo9H>!$r^)g|EU2bDz
z^d~XdS!{aUbj=u7twlX0XuoI@!-o}hyuNNTpnSTG(UMx?Tcecm0OiT_wW3wvV#bQ_
zL0xkvkK48mRkjSkkv5va_PyKkMw7NNflrg7o$?7V6*iUj#C)1Q@ypu7qK20pQT7$2
zxnC_~T3_0u$)+)$sq!F1xqTJrkh&**As&|8LWx8o)N!?SYW=TR#+F<2D@2#gte?~3
z%^L38uLk#uiFu2<N*L_(BgGb~^n6b_@c{OZ&Z|?7d$l}Z1<#cHQues1FRU4OMzitq
ze&D(K90l*}jm7p@9rvmW{I87`S>yZwRs=iWHEp%<BiH_Ezve$)FX`Wb7u6oP_IV+n
z`Mdy8AC;DPvuxok{@o>QmQEM{!mfC%s<BSxvlkLArk&r47UG{?B)839@C%p;wpUFf
z<Vz1ae)+)%k5B1_w-K{t_uXIKm+UK@{`Eh1^O?$qsxJ=jxTe0#tG{-Xg9SapBu#iX
zA-*Y@1=*UCkE2%9%uMz{IKh&KbE^Z7oFeu}(-|<z&cnbeYbgq{pr|Cbes}+gWVafK
zX-Q^6Z7?|lQnuK0gy^w{H+MY=DfLFnl|pKZ%PmZJOHe9QaTetq-k}7p*T!lB?*#cb
z4?(udArYu_FkkzKGSX2EbJN))(A$l`!nq{)yka!|)EorfD4)VURoB#n>K8NmD_`|;
z4YlzaNuhVqN~`dlk+nHf749~oR-VEpdKw)<8_`w4_t#CApo;<tSHfHdA5+}EpsKMd
zz@a^v{b<{8Lm)q7PrT4mR%oXJPx)32_dOE39ANVZ+$~mQ*zA6LM-0R~V?L-%y^C=X
z#J>QWu<lre1RX&lXqb}?qMc>_0Nh$T`(}&$&g>A<9gfGgVI!D)9I4udf0NqMvkm_W
z_RD5JL}qS4mLIwCxj!lrZ3nnI?V!{2$&n|~a?b#iQw-%;@{Hi>-5UN@sIrny85W#=
z<Qj2jb7Dxr$XkE*VrbnqxbFs=PhW^L^|$G0p)MXo9i-yGWTnH|C8cq;9mi$HM(0+x
z=$Gplfd}n|Rkm0CZuYcNi9YLiYRnf-80E^#jd9y-J4hOK4V)u&1G%;xI~WVi$?|=l
z{i<%ML*ZTmPDRh0a%xIzbqJ0)g(|CAl6QUN<|qkRNw*@Xi}P*=2n^#Q-{O6n)9cP`
z2;zJ7R18PJk^1C_+|qU5gNt21l=P9>Y4NfR;Pn>H!At4mEcN`^`LV{ArOds*fIGy7
z-hxZj#bfhVc2CG=m9K1mPJFjoUG>8F_9(CJ8F|+}ZTcTetGs^_!V9XF*G9KBL&XFJ
zvfzy;-KuM-oGD70wqowwDr~OLQHdVgr%8_FkDJr5JgB0(@uhO7zUW<@`pR^t9Cq=5
zU?y+$tDf|gPd?q31>8%A2)mX4BA;UWnDf4Vcljk6cliXW4dBv!%<s{wUM%zs+Ak}k
zOJl51ejgwfk-Fzl(C&G~sB7#$BsxdvWYp58!$?U-6}N{aVct84uTU}k2};Z%XA-??
z?s8P7(-#_$nH@4v87<w74_R)O-yztKhEe$Z`#%xAQ;&VM1FUgh&U=)*d=||y<x${P
z){Dn$(MlD(fWENj_2qTowrIg_<_3}}eIXO7K@dw*vK#8HsIwKfM8o&sag2q<^i@J@
z*9<TL6FsHDsqv5_ENzjlu5@~Ag}>1DMW6q#Gw(!%2)t<d&E(484Z?pR_T7M_?Z<@1
z{cl#(V)&QWB9|R~aqH(>L<ZN)`Y`90*SCZY<8Rj-y_~*?ymw^9oBj6BR{8jbWG%C}
z2^laT5IlTt`ZLtum+?ijd<aoQZhRT#?ET_{LVFI;V^x7EY|~xil0AM_&+W)qMQ+r^
z;(H{iE>B^Y7XHEBxHj`)j8s<8cVcTTg)=I)_G#iBuu`JG&$}-9{r!Lcb9nN=q!=Fl
z#p(+aXrp+K^2LeA(Ce*-ztnF2EBccZZ1ghBO=bTE`=zl*>&h+6c`=Xz%v**OK62N3
z{xFy?S_Jv)k(nYWDw+LmLtmdZ9)xa5Vkc7d_u+c?rCDRJ5cTDMgUm4D>|&p}IM~93
z94U?$a+JG$U)*Y0CyWGL-kVIkw|IyRdp1E#234QIFe>-y%Z9lqdjM9waWXpKfCxAw
zARTh3zN_1aC4FJlj+SxmT6A%Evg_QK&_}E1o;|jPe*-dAJn!Fg5?w2FYyjN>fU_RJ
zy860lQ>uPM?4xD_k;|Lr5cWHWkMD_hlM}i3G-ryePX9HIUqP%0{}vPQ=o@U54ohy5
znP;C{oRzT-Wo^fQhE<Oe6Jo-%WGy|~9;f>mV-CG;Ng+j*W6N5&|1R17J$SN)T@&XL
zGSdnfQ}~w33h%?)MV-wdEO#U-?GDDAN?o)>)f7J_O|6Cm=aBI|Q{N3=5#h7<LyrTd
zu3@2V#gAO+3u)<x0zww9W=<rt+v}#KppXNUsDO_x7(E!RF(oGsyaX2A95puoxwYbF
z;db(|&JE;8c*y;!HCFMg%NSiGQ=IqecCq?tn6o*r52DCR8Wm$sZ&=P*=Q0Bh3Kw5(
z8a8?h=~%xn!D(Qy)#21wd8%?nN+4em&c5E_dnMWJ-mvOU(c~UNQ1gJdjD5qcq~N6}
z)>2dt{T8Ff22ob3XgN1xvHp^eg=h&}nW%)6&EHitQBT6;`C?An6+wQRTflA3TfHsq
zx{wI^-RBx=;g785pA_z77`iqu92p+3Ir1of?PoOh(XsdEelvh7SaHm-D<S<OzsySK
zdmRdBJ^hK;(E(?kJXth0j+IoH?yNh~YDp@I?)*x)zM=&)tx3~*HXTkqHyja$XVa<?
zquoglhOP@iw7Pw=bw{rp=TC={kX!RhsJ@rpv_dMoHi<*A{N+K2Ca~w2ZZQ_RIzhHo
zHyFGqy7VP0S1|;*250LImhBA(#8@e$z44_jTIqfIY0J;??SyM<E|*pme1OW~Vq0{D
zhDE`=Y{<xjd=3p$4!MAmV)>5O*aNJH?oV}DSu^MeeJlRGYpVfe!HRf;*F#9N+`xUh
zkP&5r@GW@NkWuRXxW2l$29s8p$6+m{Z@;)tyVLYG=MA@-nI8k55lg$sH7v#asBC*U
zJB|HfhZzIHdr<v6MvXzs+|ct-(TDIk!vgNu)21UpqsxBkEiC!s=I@-lka8ejXOG1B
zAz`Exjc?}C8{dv_<EfQV7t{~L?Iha&o5ci%wl4JH2>k?7Re)7HAb?S@j2m9DL29fJ
z+svS7;-ThF@ZRxM_EVUa?A8V?NVZL6us6Wfwn)t$#w2k^TItLi`Wy?&g(}o>U~Mv6
zrY2I^8<3!QZe;VUJc#@hb<PHk)do?g!L&xt+&d9Wa#I=7Y44Enp$g`ql@69?LbW}z
zpaiCM*yGxq32JQH!DK8P?g>A~-wh|o$mvxEb4u520WXXGn9-vFmf0=FL?>&dQXkh0
zU+Lv8FF@rlZoc)#b8I@0`x}&rZcU#8Y{TFvmrBIpXC|N?UuOd3-M=f&P;Kpb`re+v
zogcZDN`iNdFIk>H5p<;3p5lL9qTP~8$aIdf*-!kSE<0VhY3c0J8TMjrK`Vhx?qjGA
z;i`9@ILvecFfYTNU|+<V|NKRf?zfj5Iof=i_`i$N#@hf+&zg|?lWrxpscZzlz2gM}
zR}+7teWn+Lf)$a>&jGyFkVZR#@E>5QHXXNm(#su?Ds}wzk=PY&{L%V#1gQ{Rv8S*g
zK1^A#1l2eo3g+YksG5?F0e)C!47<<+)g-YuZ{ugBv$g4rTv;M4EZRl*jx;6!0p@VR
zCi$M}tB}-3ZlSpr1g?q=wFB};NpKdxa>4SZfSL@p6t%aQVWfxOBrc~p2iUiFuz-Pi
z2|dKTl`77Qk6&J`)UAx`z>%5kKe@}D`R|F@tUm_6r7q~cCdQ~qWrvj{5IZMYpaptM
zG*qM#;4Cx^`TiRU;?3gz*{$0n56wfr?4SRMh4>t;BY;!+B8P{o5Y)#%2VB7J5i!MI
z$&Js=<_08reF5;~y#V3s#eW{h@eN;o;h)_>|9_jG+kS&|aACg;_8(BWCHV{*gF5Qq
z0@y-U-uWnR08-#`spT_fA_rTnvfaR40_h;3`bu~NI%Y86*(i{QY1i3w*e{hmRToy1
z$u@_bm@LnoQDuji$8rN;etw-x!rY#;53^lv=3i+so^1%uAP8WRq@jxtxCD<7{PG)w
zrpfu2m<NW*qacd#tK7SnH%mbm_u=Vqs|hfE-=JeT?6>f&Tq^@crIkV~kgDDIv~gag
zh?Pl8!{+ZnAUr7XvG9xd8Lv?i96~LF_?Bhoquj4;Vfdm9r3!yELgN8XmyS6lu`5^+
zG?C#xA57|fx$HR?>VYyL!7z9E)e~(BMOpA_@<IeMp1i-9^N7F@AK_MWo}-9!R{Hn}
zib`kuGZredBJ3zRIqY3<-wC89jcu9QM-_$mC{5GMqM(Aid<b=xu?Z2`&Gk005BKpY
za}~Vwm1mcoB(YBa3R&$G!E#>nKf|I2ew{eZt#))0ks#6VjgvY#!k&v!KV^DFToaAr
zc=Fx+_R>>9{5L<6MC_K!|FC7E1w{qx6i@@a&n;JAZ;kL4>XtOOLLbladT!)v-fq$8
zJnmx&%`TqxdbIat7QYC0j+q0|sa43#U8u16TtI79ME3I$A_hsLWAx*wt=qMC^9Rrc
zMM1|vPZnDj_RC^lf(`d<SviVkKozqlZP!JUvN2K_SA{Js$%iO4$~ZrzZ;U$;$OmMN
zCJbDTqReCM>SBiF$&bH@P(O~{1^e#9(h2cohr$tVj-U5w3I#R7upCSBFcum}sqqth
zrVX2)-Kt}@UAZ#z3P#4uo*5M4H#?>Vb{HHJ0d)JWfVugYq({?7TKUcc+5VEw{*|x3
zDHYOfR8Qt%)rn?kwQ{$o+t_0t+9*8|RZwFL*A8%!Z9;E~_L;{(ULBLOYh56}4Gnj_
z5R$WjYrk2~_ugs~Av#rGtAM*y73l4fjT%0;xE+}p!QSR#k{Fh&91<?R!CArX<8LAa
z;)dMQYUzL4ytFVmQ;n1kH_n;vIpf{C3-_jGQrX6^)Agqsj?z%bfQi)SSsSG<P+|FG
zcA`e{WH==!iJc8sXY6-pj!X?g{0VMh{wFgLT2NolTB<L&vf_`h)NvBp3&m{d)JC^x
zJ2rS97QLJeEC4bJT=Eue{rcO&{KVfDppD|Ark|UvJN&uLORS~)A6!LzPxCWb^pj*?
z53HIxa<ZJ@hV76nTf~5@AJ%zZ7>|~{y);Pf3^>f}SMCn$6uPb+n}^p)(iN3;4QVBo
zs4OG^9^feN5tL|2?lYk>307S`o1OjHWXru~DPPr@X@dI@;IIX`P@x&QJXwjx=zNap
zs^iY<)M`-n>OB%fFd4mlgzKtdm&$2`EbY8n>8641*Vww}E-e2ENw=vJp3WsKC76_1
z9y2rID-(Vv!Rcd5P%>c70oyw_$(vy<-LkJI97V15(wVu?nB+c3ZGw2wi&-^7WrO{#
zUUv>$6-%r3mUN~#d~BI{ylE+*Bt&yLm%^7Rks$JfcB>ew#Z>HUITW?8a&gEcKuAbM
z8sb)QsQ?Sfdddh{A-!CTR<UH?ecf#ZD!1UVA#L+la9{B&c7<gi(m{ile+HXE^@Yn<
zp~MS2%O}Qa4U*Y|GCnpJbOLflOn8r>@=e(_4;VGNb#~y6Xt`q?kK}Xr&y+6Zdn$#P
zqr<`ci#yEIgxL{gJO@luI$Q90no6f1>>hGVVdu(NM@2khsIfZPnlN~+Jj_jF*FyaO
zeH1(opjPVQPIc4DLHt$TpB#y9c%1psyU1S~U;?HIucxkQ7z7?ERV(puUlRN5HrE`O
zSIb@QOAxm~5>3cVz(`a0Q+o6H8?qy;(K|;PB(H2X0j;F{ahW8Ye)+r#otpzpsNri?
z)V}#62nkqdMV((AW|8G^bmal&5X@K1TZdti7QEEDCcu*|pUru+ixpvpx`L+iNMXB-
zgg*V_=G-eExiUUIbN)Lj`E$@}sW#^%b~WszSy_D^HRifF79J(nPA<x@mImd*3G*r@
z`{%w5B&K}z^2C~nrBHFWh!Vt~kZedOz+zAkV8)<}gJ-`6`4q*F#!22F?8LaS02Xs}
zh}A>$lhWE4HedU#d=D#v`5|TyqNk{oS;)!dV>^^8I=~ug;)a-tU!r9cYBWL>FB%2o
zsH4pwe`?ttS?X?_8DK53<o+ObMs(?UH}Q)ndQ2vFI-kI7bh6zl4>32y7BY6q*3_LF
zLm>sn**?6E`3-^XYAs|p${Fb6277*01&iJfZnfaGKnkY3Snl%s=HDH=<BF62eDkt{
z>ga!=k1zyJ5%*)!L0yxT)Nlh_s(kk5`5#H1p4W=#^Tku!;tF#nxYK3iiB+!pQ59>c
znU5|D7Cfg<x(+J~x*Nk%xwXT@%zERrc)bEF!Gx!6U-4k%=D>LdWSNI)Lm?)VmB7#+
z{74jqic&r{>I5$<0sxks%AR3G%oppdRtm93jqt5gGYr;J{|*EH%tK6RYVY<KmUO?t
zVl=5ZB!aeLKahPewlJ4A*{2o62mUx|izyPJjhDuzs&ToVg|mBzNg6^BgWY)lE?L8E
zxGmN3I(sur)8qBE!!%oj!r{toKXBtR1}t;A=gVCe;((hrnU1|wm}=b-1qsfe<w!>X
zV}a8&oKV7f&(LVBGQ5pBStB(m`|ta1ulQ89fm<;%ITPlpPbBrCH&}O+QY!&TYb^8A
zHn}$}${3ds$e%%b)$yrq)7)!p8LPE{4f?xqLz$mc3)0w|0S>j`y@x<}FmDo24+mE1
z;<g$`gAEK~Fxu*M{d#2#OUHri1<zySGf#JC6T5yV-CQ%OVSaKB3X^D4gUN;5<#KM{
z>6Se1@<|kc+K)*CfMVWPkz-#GCN8+sG4|rg8~Y38$$h<CwK9g986dGIn%`+ZMjbQR
zIjH_=!6HVtLS?1Y`pYl>o0zYzS3hhUUSY9v`rrP^t^PIUa<1ZP<%-t3Upstb+w)sk
z%8%i;q>nA<J4e75{1uPE&L&E1G|+RM%P2>w)ZUN_%O4AxiFRBTBsc3QcxpfY5CC}h
ztEFo_&6l7Uw_Y_x0XvPqMJL=K?4EXmN#HIS8;Wnx+J=G52}sa-Hk;r=chWGE?x6F=
zS$gE^g-z3ZyWoh<&Gp5dhA5zXvX3JxWv|}z?!?A3SB{G#Bn5k~R(-x#!aar*hr3z6
zEjvh<1oj@W+BQtt?7FOWH8Urh?d>hwdLz^xZ9>OV*?<>fAVIY}7$mq515LaEb@aN>
zW@;Py&W<qF3~aWqegQ;^3N)+`tOQAl2N4mt3|H#L{Aq#q(lPmp(o0BC3lycV@u`?w
z?c+V|S->#L-ha`?{n}Wl7ph>}p^c5+L1vP$`6K9SjiZ-$DL!3(z%Y9BYEO9v;VzT~
z;4bTq4K^26f@FLEaRO-{CAUEnG|b5HLm~00?W{}sPMy!<(z{qW=DfJ>%I_99*ysc{
zs)dwVBI7m)V8kaNo!uGIUMs1PTKfLRyjLtWb3oA=z1TWXx;<vqr>Ncdc<gXS?8K5f
z9z$PncL?j-=N-rjm@A6naB~u>k0TT_a-eukw~;At2GTYIh`8nfwlcz1D|pW&++pn>
z+(<7ZD|7$*(Hn5~K7AW9S$q{7)xoMt)(N=BSSiK&sO(4>Fj&I?N$)otZHAnWlEcL-
z9>$l?<O7RQleYgCPL$1siK#lK0#rewMAd+N-P7M);*>%Tpt)D3goNko;70YQ8l!1k
zLl32PpM#Vd5VPL^4khx`j@PX%0CJgg6!B8GwA#>x$*xntVoJ(a(;jd5P^EG7_o`w>
zjgiC{8w+(ur2&2N5_CKI>RCeyN&g;WVh?9)ndg&#FXW;6Zf<j9kh2AOKbq%Wl=-F_
zUj8M9B$4xqRhSc;U!nz=n$_!^jmt~S5Y|5Yx4Nbe-EHgR3ggDlxq%kN0`6n-ClQ0+
z21g3Q`<7vg#vzEg9hOgHM{}zqDE;>s{@3@L4$8&`%(l4fDr_+Sr0ptsl{!KXoTG<_
zHEaWRDu{2JT1Dxc3~G~GCqZ;_F$m3&Yy(910ylD)$NGt}u)tb+AQ7y(7{!-NO?#_e
z??uvA#Dl24zu>El>!UPd%AQLVo@<M&W4@;Rq6M08`N8_$Pzl&6nW^l%-|O>xKYUXM
zb@*SAFsNbFlxGd=@4&Zd*j+wbDA8#f)p>GN#Ww8h!#^-a7;{5C<<E_6Cp9c?bLwDP
zDjP>;hPZ}RfTDRi?+BB7*YJDK%+24CTO$<6NCxpA!3kNf8dy3G!GpV;bw|ncg+(mX
zAB_VEn!T55ZM?kgTQ%Dv6R0Dh2zrOQC7a!Y%zz~&-xubAmebC)ku)C6&iCFpL?lm&
zrnZ2z2%AWYP&za(yL;+;CJ*ZQFo@)Y8M3q=O?4|u>n@1(CuOqFvzA`B3y@N0ao?*j
zuUhj8(ILA+tzBlE_j^fC#zG4vc)NQ__>BUAw{&a5NA8C8Cmm$_Wd^MS!TQ87klwo~
zq4ArM8QF{y<$Lj?v6A4^<l<cEcS7C7H}g-6IS$H#+D-hW#YVw)(8Qwbj`n1TwR913
z-sIZHpjL)?{!Td1cVt;HL(LvIa2*q=scU@sy|>&OeOWzWAX9WuB_8Bg-URZuBSDU6
zm}DH+3W>^Qx6v7?ZH1VuQb?GV8ZUA`8kKHRwEhHQ3-i2TNi$v+)DX<K>Df*B6#$|*
zx0lbJP|)?|GlcyV8!O6Hu5d*oVwr6w<OwX)3RUyC)=WQ%GCYf3zt7&rUp`EUin{!W
zW`eMOjal_k4_{ATP;Tn0u@t{VuR0QINy8Qb`6~sVnje8QWza>5$N+^b_UJbMB}Y^(
zu{rDvx*F19Fch@8(?Yv{f)e!z18}MUo>h?SKYhWcsfn==vR=Y>SFc*k%sZpU2T;yC
z$iFpZEk_yGq;7FQw7J~r6r*#m_vM^KnC856sIA$>yXnP{#*+_*+3aOlo`g`g3=6<m
zYJUe>CQ3etBdR6VTy>(d$#|B#VH#VWwG>88@Lt!e8FQ8v<vdW;Z&K`!nxc!5Xoj+&
z4oX$j*^6I(j`S1&lWBl18lxPy$qYd`Z1^~N>nj%UbSn}uRhDR?&xBBY)kWtTD&p(0
z(d`6zGzhJByVj$lhr_U82g@j%bUiP)Wq>nmdtu@$8R%)>8<v_vLc}eMmbxG17{X4~
zi}%l;l+H<Ghsr<|2_xJ##U9cjZVd{8sPXy>hQvp49pSE}hWlK|rvO`FDGM;$H`HFY
z3l-tJm-ueiM(D7Oy2Wkp?J=`VQ<%1U=dSO9t9A>KP&{__Ty089XaC!P?m4+Vb{d>#
zkOFD8Pb#j^76hh)`Rzf21DvpiGzR;MZ^W;}yJY*)>zLlEvNfE^nLkgh>UnVQc0mAe
zQTr~@c1Sq4$-8pVduF}Q^PULfmaDE_zO=Yq>#RGRVEN4bl!4VYPliv{F|CLv3gSJ9
z#B|;jxgi(j=z>V1{h~*2bl-ls_Ata04TCBuNR?vDx^)UD`<+Cvt-i;_u*g$$^W(|#
z`z#JKhhqyVtj@dc@>%<b#;N~(;h?z;RIU=ELaVVLFARhgf{+pH^H(Q%JCLxe$s?h|
zli%bVLzr*-*w}oDPb;k|=!$SEik=4Y-Qh?bya^3A!WCf)3tlf|dD5^3<7Tmo20kp<
zgbslo`yb^k5c!?|VDsb9iq2+R#Mguz2Suf^Z8aM6Bj}9&J@v%OjXn$lZJU>@Va1U7
z$*$}~NGJS4KfJ@d%MWBy)e5i$x1y{;O=_hw-ge~vmW-$KBvXe2HmHKzF)|TsiRl$E
zzy|9q8@lqEp2l6aK^-7LqQsB(3ljYp#FTepPG0awdjk2m-cOpu{bSK!kx+qwxFccn
zv<5~Olq!P6^WIIMPg}15Kh5PDp8xST!eDT$k<-k>Wng_}u(heZsyIR&OJ+N<mRgc@
zv|DcWOjdFYPu&~7k~MPj70cO#cTev7&BO~*B$yFV$I<?lo73mEZ+i;|J8La%hL;U+
zMI`6~C8u~X#8t#F)P4)_i21)LxJwJ4;^TXovSN$+OAQ;Ixu+uv%K;OJ-C)FYW7syT
zzQ+Z@A`}<IFZ3TSEBBmCrcayr`w0WFLd+kK(s`q!uFXbwF+f-MW0<$Ezi`3Jz5+gQ
zrJL0@#x-qtGHg}H%*g*V1Y#d4m~4mo2lJ)Mv_rZS1TzB$QgVaDUKjJxFK=?$MT>HL
zZqTn#?GyxHp8b{O>^dof;0+4%T!?SN+aa^_S8-0O6XRD`chiOOiqR!KJC`u0C6f}#
z-*l{O`~3#=WX<G4vj}nL!yR(^oPW6ls{pD<(KJdu(sKjfQ6rq?3)%$)|Ip;jip|t5
zXUAYQ;^kL#qvq&*6|VgY&8*T_8ANbZ>^)3-e=v23W_N`6;I*;k)_718(mU;4$5bl>
zgSkX2i7U*5Pwr}2>Q><r#&F{aMa{U?C9{1Jn;jIKkwKrdxoKEF>FJLSD^;&D0j%lY
zRNd#@yp_sMjVtUw`P_hbwa=C)>i&iIZHghjNWl}X4Qk!-&7Pxv<Js&?sL<Z454>lv
zScegOhe+RNKp~E0NhBgja&hHwtx$c%n9A4fa5V`j+?>t>yd#4^j^&CKWO2d$1`5Bs
zDJS(x>c~6;8dmJygRjO$`y4Xt5I#%}N2@d%8<)m6wGoD3qrLmA@8y%y!zU;!u4seD
zHDg@}U$1f0LlK`)3JE6+=q|cCeuuFz4$vUYHT>O2Wadw3<@(cSpFnz~9|rWS(U!=$
z4k}2NP7bW5pdfmGn75)xEa{@-fqZ~Lt3axsOJ&oW?q{NG1K8;mtDn_bQkF5YIr5#6
zZHFrCl>9U$k=eTSq2}4`8$zALVVZX0v=3-NOskB$9Ek$<Dik5@jyau2LNnW0xrqyz
zkA5W8NrhV>RcbMPxHC+C4H#Ea3VSV_V9wK4sQ`~g?>e)=EgeM8lb>?v3p1vJtOyJ7
zwXKD3yDrfNRs)2qpez`~-fH4s)s?q`<r*wZ2Z(9i1rW$+xx#y<76EF+b?Y6Bobvun
z^rh<<Ap9{nve-tdcR<K@*4hE(Y=(#2s_Efr8Hi5HVV8JM5s$^Lebujqvo!4Pa8^n|
zcHuNSNL_TGIMX*iCDuz(5g=QtQ2pJw1M~fFuF7;Gq6Kd5TKm9&w{k@U+Mq0mL=37K
zi4O5%!~=Hvtff{gGynw{o`Wu0P;$!mv~Ae|P(b2Q-n_(*4yJg)gp#0ra$W_dY3kP;
zA?OU_V7}3W89^V_{$9lSh2YYZLZZ+N#Sk}i!KUL8ysQR98fD$PyIB4w4a-=Bs&z+<
z3C$dCHRb&dt-NFzIcZJYgc4g^Z0jSam1US=FRQ<2Sxu<ESU0pzCh&XJZX<kKePub-
zQMFyO)#RL|d9g7XK;6>LYIDwJo1k370*3Ror=8b^B_~2g(?p}6vMw9jnvZNr-DAOd
zZ=lhLR^0_z@+zFQB*5mIpf(E-*jUOA5-vLW@cp2qCcW?ig?#{e-l$^^+D`TI-GS>I
z3LX+p<yS#`*n6oN7+H!;wO_zjMeZp>3De==S+Op!LFl%HOm$!6hBnfTg_w?u#Qxct
zz4<Yb_If6x+&*I@vvYFh3PzuwRkH241!pHcr8_BfRZJ3(yXXUR;FQiThE^*I+z^8&
zSg^g}LoE0q285DRfc2RWWRyw}93RN!Vb#YFsqB{}g~yRX3^OvRx4Tl!sIf!ZOn8-$
zttBr7GJ1%$Dd}j&yeP<1s&GelxKGa}w2gArXiI9sPi(7#D>Ys4chQD<DcJmLLWck(
zv#qWAMOfs|xGTEofwEA2Wf_0w^FaPuY;+7#vnZyZOCX9CcuF`&rLd*w3lqUgE=1oq
zKD&cfZjJd5(;Fnwk)<${0#Xr_C`y>r11tjV)x}BFEy?V+rv8c{4rtWTdb2=9m{Nmb
zeOeM+KiKaEJ9?nUQ?za?s~MIGd}2p|K${!sic}fkR#X7Fb|{Cun>>nuTw4i|3d<jO
zWGfz$yF_&~!q*jtd{4V~I&TnNw5LR!{a8|O5xDLfJp<e{Rv0F38Y4ex4+0!^<xOl^
z1>c71>*8t>{ncdg<dY72=0E7{h*?9cA$j5X<4Rz26iaMOS)p<xr!EW-U$8cXzVN%m
zTWMzpglPt3Kikk=L;My@Q`cBRp<HFb0aQvVF)@h$+#zfkxE^Wuq6f@4%GO9?2v0J(
z%TB2Fx<m*t^x6BH-mhXUQ9BF+0AVDBI_|*l<wfiRxBXk?q_m7F#rZnhSTA&CUszZq
zU}y8>mi|Swk@gsv^up$wH#i@Wpy%H=5PcHUb7K_5vzBU*89jJe3I86M=>cjAJdW@o
zJ0%L@cUmD#nA`wqn~<*p2B&)m$ZxfplgVfyAdZ0YA=8uKj5x8m&ZgvP2rvm$>Y}r_
zgRY<VIE~9~xU!xQGl|6)5=^xe+8elmAFhLgq;>@(%zL^Xc+3&VRBA*b<r>37JiW}f
zUOiJy6l*+1I+o$Sbhd@*!MrC+^>E)c_HJY*nrj$v4+aaoI<@5z?cqZV7%Q=rS=cXy
z9V;`oeBmC%P}EV5`LS$0wbB4zpf41AH4w3wk1<m0mFfP>-Wn-2MOTjU*2+LnT1|Lm
zkTN7VE3T70jXI{eB|-~s$J~PIpqlG!CKcq&{(x4T5Q^h=slBb6Npa(gYMycWM)>RU
zspYTg28U#<uLAj?JYbQsju7@r?8^9VI1<=<%vMnl!!?ZB5umn7-V+iyqUF{d6Uu@n
z$nwQj``I+8kQ6znpKFzxT9}o?UMu4^Z<w~f%ztkHB_2}1Fg=TH#K#n?pOpm=y|0^P
z*>?o>KFo@Uq^tys7bGUL2X?f`<_4WV40M^|imou(hT>d&r|s?KwHm*AE$|@)3*Lth
z@mG<K{c!dTwhSDMy96yqJ;Y=w{0i?a1nW|C2Z(CgSzvWksN^G|=IH7x`u=P4OaQlS
zP8fI=>Zq2HN26oaN$feOkjqu$o_k^{H5NIvDZs*%*Nn~kX{{Uq`s)~KWu&Jo(OVbu
zF}-lo`5y$xKJPhtn~8ry2dJ6Iz(zmFd^!vOr>w+8!N4Q0eX|a*p#u_yAXeV-W8A2t
zyq2U}+j3{Ri8g$g+v}J;Ty{VTcjYN)!J&O71(IqWT0;Ybnl)+_=L%Rlb2P)_<$<~D
zgnhauw<e?^Tni718@A1QKTLS<o;yM3?}SAG2=FqUp95&*4#S(6q$RIeqH{iU#UubY
zaG=Rn40$>EGZ1UeahE^Y4E5>adDLDFK=h5?VlAa~h*!rPiP|-6_EAW#c2(O#!1?64
zy<9i92>Fk375pdaG2MN5JG{IPkAzjX7*3GuAC83fPR?*(ZWn9V7r@jUJA`6FJ}q8w
z#j^3{W}n+crlVX|W`6Fj(R$F$=&3+{YThU=^V3lv&bSCW*&)uRybh?}lI(}Zqhr}m
zZ#cy%Rh$ynx$pK8xnPefQ~0U2^8_r@ZUTGwa1Yp#-$ptiRlnjKv^V_9aN)&a_W;KG
zbhuCbUK=5ZEX#YW3bcp~*nA{v>oLu<x^pQ%`AX#Z>SXqI){?VBhCYbm_ye4ktGg-q
zt6rAP`L-_XER*mX7bP~<)+|gGtVQ+n8I<5vQJ^`oPCJT%EdngT3ZXAP1oDawP5;Tx
zWN(9)ci{~B0_tlJ1q>1l`(58}-~EKPk34bX0rr~e7$R#02#UvCC-VcstnKzut|_(B
z^}=0j7T?+(bP)>kIM(>-HPo+=%Q*K2Ajl|lUcN*yX)$Ma4&(8KC5FxVW{bHqDA-o-
z_fhjkA3(-e6Xep&*MCRws7Dn`@hD13G0;kSdruK`oSG?57S29~D2#H;eZ9$u!LKog
zM{1~SHHzV%E5l3Oj!2oYxHp+(gx`lKo8)t7SX>~VQZ{pwYp8_pzT+C#L92>=L@XwC
z_a5`WAbvLzR1W!@lg$u=oiWe*jI!7bGS+@1Mch}TONnPFGe)1|up(wpu6oOovNyCr
zRzo2^sF8Vbn|dq=(>n)!ED0l2`<{r_FjcuKGxEg1qYekcqm_Ge^i%>ViB{%i=5>dM
zogI-0Q}O}vs!Zll-YY1vt6P*}0A(KeSHYT#$=dvyrEqe2dEdHXP4dnfr;nRFTW>@%
z7z-tEwvooCm#0dFbyV?#snl?Fe6>wzKqiI_=ezG+|7jLd+mt<VV?WXz<|!@A@2oFA
z{X+-fN()jCG4UpvR3=PFVQN!=8%e)>_-#)>jXTpQ{jkt|G}l|GeP?8xU>Cepkba2p
z{k0ph(H`$l4<gEEh7Le<>?|K@+afa`3>YYzDR7<8nfH!Jn!f55tXmW2;NMDQEV<ci
zdDy9smFwfl?LaGk#&;RVIv4STu-Rjz7xEnYa|r~Syw1MNrbD)91gdX<zs5#gVZ%%S
zlY#9ik%&CbY`saEs)lFfEBFTR@_DRX2-|n{o0AJ51r9fCeB>ZDngl!5l=6o)+e`1F
zy{9f*8JvN$yI4ItT?xl`|A9*P<D&}$kG?U?0^v-7vf$_G`CWRuiEv$~=Og$+$5F5f
zO<7AL-0Cy0L<mqNXLB{z8DVC>i6ct9C{e%{Xq+Kco<K7^Ut$+rPy-ZDl=+Y|%oA{{
zU5?xmb}J%hvrdgKTKe|l`LzM*BOo1O1e2c$v0CRghN@p+4nEY|TCF#gnFxiv0pnf}
zDHJ#kl$=y{tM_E4zoMYCvoD9KDXdv=K}5QLYHrXM#ie;BoL^D_v)}bwk1oE7$bwyk
za*mQ6Db6V((WtttvB$M1*Z}9jz2=d9gSj>xujvb$K5G~T4$46Jv=sJy-6NpUhH}>x
zN|}(yeJo-l4Dg3AZC|BlA!KXL8^Y+ZA^}B6#?JMv0NylW^f0s>(%FLtpuokqZ3a2+
z1?7-Ks8P%3Bo|Rh0Dkd84^s8p%7p~+!#s=wg%|@2RnFnss#=l(rpxJIfn+3Opcka3
zW*7@7H!=*>Qxw2=t%!w}mXxbpaX?sV0OIm}!_R@VrH`?9nFSSEoDh)$|LGXYk{<r(
z(#cKQf3Y*p_I%s-bxg)C*_D5zpC@3gZU3dPLi*Tz!zIytmz<xSocROk4ajxpt9C0V
z2~`(L1sV%lhYRATNAAdk>t*kDOp63AjSe99e#T%!N>v2)kVquaeIY~~&Re2}-^L<A
zX2k(OZkjb>X~CNs=(XS#yT6Xy1yAU9Um*Jbjz?dpLuPW}><o4^RCtuf!{#kwz5Nt*
z_Td9EKY8y;9x%vb7|}mvp3>|pRN5|55Is}rzWeY>6NfvDbd*yU5plSHggR>DCw2^;
zN&J{dUG$^WxOeZVPIhDNTp~&bgnGpL*s>-L(6%OSzURzwGqeN^-;OU(D*<cN+gb8i
z&+-uDz;K7S21$|rM#<ZYc{oj7v>JwvAmcZZI-hf^-Fm|cz7+ytGo<4xHkypgBty~=
zh~J*v#Hvpqg%2=U{|OzTUMm`ZO>eZZ?f?$NAm;b{56;(3$e;$pl6Myig()j|XSSjc
z=hd27ckG}p+Gr_1sYcmU8S4N91)_gnR93lL5m!Ju3|UKWlCwpnN3}q2C5J8sqX6GP
zi4)vJUw7^}x)?!-?LlUQV-lc9?2zd1cNE0uv%v?SfGQ4Ba;i!%v6iNY4B(16`2wiR
zsBpa9BvPz4Kl=f^vg(`zOjE4WQG0Ro-qat-L!uSZT!HC6z#=QK<;Pf`6=IZ+$?GKa
z;ls`hY`GF!F2^kLu<5)}2V{nZg&sr3i;vV?KW-~m9T^NjuE$(xa&q4rq0rdOMzQ;D
zr-!k12SN@11us>ald){MdE#uMyFV%HLa!R$kT<GLU(oZOYnO()4RFJ}C!YNSoQpfE
zJ~|LMT)k$t*^TN5VltkO1vv=Flm*Ac^%PVqNT?Lj(a||Mn2LJv?VlU)<*Oq>zEL;{
zVx4iX(M1Yc(|Gg6*<9-m1FF8K+sJy@?+r_Poa<~tK8oH!GquB4UPAu;-EDGHIWlh+
z3@R|L?vYB0IZsap8e9&zr*l#|P9>Q%F81_~9TTHb@;)C`R!<m!qT_80h2V~H%hRqp
zWAu`QXh3H%X7fR1S74j&*J-;}TB`1}nt>c$4v@ed>3@(lXHf98#dIx08D~;^3mB>B
z$&cJ7wDKO-YDVroHz$b%t#Biml2LOWYL-CbVSAM4jLf`+3Qc+41D?5{ObLXZ4Zx|2
zSLBz(@tqQcvZ8364%ToWUoS<uqO-ONU?BE9#hB{YbozpSSw1_o{^YknC9Eu%fuudJ
z)rOu%EfsYNF(7iE@H}Qd`w+6+)LH>@yNrb^$=TaQLC2K-Irbt$=J6rFrvAjt{`;6D
zDSm4#{MgwH0J#qL<foyhY)#2C1A<p`xzxo26os17;g2nZl~>9K(Rq%uoQ@GKjIq?A
z@Zu)@Y>otK0W>$7-aj0rM5*Gwd81lH4)Hz^vR6lV5c<z*hEY|O=Vw{)R-$0E{jjG|
zbyXMuQ`meUx-IUYc7OdRISn&6U+whLT|#A-m{yAHF2?du8b88Ywk>V#=lzC3_c}ci
z9KE||`1O?&?4;?s`lTX_KJ+BO_6|c$x?Dv4)RUjPGd&Z5bh~m#{`=|blFJo?qxsjE
zqFP8T4ERlhrh1TIa`pJJ<<nTn*!=IiC-kCZ+qzO7jvo>gh?v<aW(<*;&#mYSh9#1x
z#e+e85uU~;>4QABis8iZyflWD$gtE~BU0uXmo66?2k~W<CVP_?eY$6|cU&oOD@>Z6
z2L0nk4n7H>q$IxsQwYWtkV={;eV^Y13W*kF0`?1QF4XPgOF8dDV2c~I0lDe>bR)WF
zI?&AB^%1tRAoITb=Ciu}AtTY8JeEJ$1v`W8v_Q^V2CKcVWJU#zKeN|cOSK>XvCGc>
z#+0=$`@@?T{B+36$sk=1YVQe)477zU1CRCx@ejj>IvRn0&T=1OfbZZozKrYCrIm`t
zT{Kl0#$NP8f+mB9R_YrCmLh#$ZRS2D{9@fS3tepQRI&k;Z`m3epW0XvQ{TGwoD#Vs
zH=xqb7@Fv+r7tYNP6isE-e95ccp*rs1IqL)a*04QbJzlE;<*N&u_%m~ivSwt<bX);
zG)gg-^=u`#wYr>|hk!-w!A5hi(ch3DAmKZWuBYmsVP_kSa24`#HJ`78vx10c#e81-
z!LwbhnWT~z`j(U&1SmN`6vu45xpj1)&Q(!ulv_h;@ifa2?jjeSM^)WzlC&+TKmZa@
zXeDjG!+VqJOm-h@>B_@ZWicYO(fo*OsEfC+4_~%K^~<nGH5}wRxo?$mDQfsFpgVrp
z=HxBXy4__&-C(my5?nq1XKw8cF5%O=2;B8|VI|PZS$(0%2&}U=Z`DJp-HAc{^*jO|
zP&fWf{yRhml5L==ZLJ&J2-9+aW=vWcppju}r4cU6Sjg`dW@de?kP~Np(<&>>K)kz-
zS_$C>=vei$>n!RR6)0yScj436=!z+i$zoZpB@l6R#qLxfHrH<1`kUtHE2!U$d=>=~
z!CwIh%Lj$+wy@s`Br$c2Fa%u}h5+JZzlT<`*;nD^Tt=IH=p9T2NPZW6(SxydiRQd+
zsPKlcuB^7qr<n5#Rl9IqF{ldmMLB`|Z|DoGJ223-|3*;;_Fds><;*Zr+VhjEaQ#Yx
zQbzBzu23Lk)UWRaR12tpNT&9BofhI#^;DqaF8wBf6dX|}Lg<ctuW0ep!A0jbe#jY3
zZ=w~dQ-w*lwDiMppj;WiJ|*7~osRBK=aZxxf>zv_IccI8-~}O*?xPoiV0j7E4{{q>
zp)WL*Toz{Gga;BpYUbpQB#!6jqInNbQn{*4hbu_IxQ!IBs=`;-Cv){w@Z)z}SF0Xs
zB}j*%<J}+=XIBoyC%_li$jQuGpvqSQ{3!}lc3S(RI`48P#t67iEUhdk-J$?<fI=)m
zrOClur3z0<jzP&y;kAcBwtzqeG7?90DfXbJQbiag$~E{nv5OsmN*8D}aR=KCAQyZA
zu-9Akx9BPZa#*cdRfTwZ=qa7h@7;p?a@a2iUbdl&XDK=R7!QOkOLGXpKMmcl$Q-D<
zwU*jj&M?vtUW<N|+<92ZpSuIFdeIOF&|(H&K8NMsuo~Jvx7z{=1VO!)%ufB4fVx|z
z)GZyX6~oW%8VB?MCL~N*kO-B_O9Hw-iM3Q%62At#)UL|pEX~{3?q30dU3nn)TM5o*
zh&z}?=mFY9cSMJ16>cDb^CHTVI607D2AiMRJrU(hsR?YkLwq_HKTyBvJ>kw=P_7tO
z;jXlAt|xvL9!)`fK~N?@{J-{W3lXt^`hXJ8Ey9c-rx8?If-BL7LH_Q3od}EnRZnfB
zxE(0szfkl1A28P+C%>?*MPI^71oHk`y4?(V7UwSm-u}0mmP%qr<bJLU{7XTi4N?pj
ztfLMKQPJNj8QVakUnn~~m3;lAtkUOr<8Nam>e;_g5D@ae7$BlBt<jn|yQS(Oc}_l3
zuWM{`*u-w)L>Ajh?tUW4cOp(si}-)gNRWrz*V9AArk-+NO?xm|9&%sRK70MSuKn0E
zLU(26^sw|4FT9DEl)sjV3upRE^$f)4d-l(t4;WC;NA^RJfc&qTc92oNU;EDw{_o#C
z8OT!C^lK13{o6?}?x4{x6ieoVPy2e{pFf`2moMd^KA64nQ}O>6S$;lXqLrXGfmU8?
zTcNF7I`08DvQ8zZA`I<OuHa0jYg>?AfQimbW^-U5r~``SmaIiZv**3UHofK}keccQ
zFf5%6N*3Np2n(U>!NC!7K(u1cy96;$)_H=8Y=5f$Ry?^(V;rj+w1AhNV9UGl2_WTV
zswBW^Js|PK(!irUn#PC}T<wu!&rWq*^RYi_T&TWW1sNR$8mzilV+}j^@kg*9f>1tk
zOPKqzHTSfAe6#cmP8jqe_G4%zi>-$C`d`f!T!Io!$!93ec?^Fh3mo52N9|R?jg5!;
zRB&(RNPzNbza8`xP;+dltg{>64m)Z05Ug|b6awn8diMh{^EuR#!iVqpze!lh4o3OP
z0${VL4q0!Ox-ohHI*9g$>|1<?(Gg0Nhp|yO3M#l}u0nkLodP>CMLch`DE%<85Y++G
z432ZjpW4%Qlw7`h*vS#GG~<;f4J?3|_~ccfJ&76J1@05`xXY+<LI7x38hE+RQ>Lw~
z*;lx4?Y0J!94A`0=+r!GzTG7$S}0|nfx`_7Z96ZIe?G<`4;z)HI{Jc`q~x-D*ni6`
zz>~wvKJ3Ncp@|#F)}A{eL$Cqq0F&YEHiEF0>g=DF7>F?M)zSa6EOU=1HtHb+S1nLm
zw)x({?rTKdpwI=yy;0qBnJ{}=(SqKfsq5V8w)~hhV<e~pny@J5pBs4w0a;~Et133$
z1D-nN5gb1@W**#K<@pmqloeT6cN{F)nOk&3zJukTRvTbjK%k5o>K3gn^u73T*3w7&
z=X+@tX1Ro|RgVDDMUZ45PY)bZ)}b?ogTI<TE?X=dO4@DA?e()U`UNMH3IH)U%%d53
zh#BlTV_Uh@I7y{1wCq{q)$tiU1OK9=6Wn<|zZ84B3)e$?gWTr4SWBY?y&9iSJMnP=
z`3!MR!qRBtWC@Tyf`{WoyIsj2XajpEv9nev5F)>8oLoy^Q1e*d-Z~{T*j-PSRq;Aw
znsXm3N+ZuDI7Jj5h+89oJe^CrWlP~tw5Vj4ey+_f+B{a-*!uu8vedZoCiEbx+@f@&
zbeqt)t2bbyrLg>?EU&@>tj5`}ixozjtn5(=>1=%IP88ESYdRg^z2Qc(_pQ(Mr2&=J
z3@Ca%X;?WnUxfs97e4}n7N^D&RFKQrVAJA;;GwY_Q`7okYK*??Y;N8k!*`M9EUdyJ
zP_f&fXJvIo&l=Yr27yD;QiS^W5KAG1C(0@V(L2n^5QXLsdP5tZ2}|}H?Hj<IVzu+?
zOc9H+zYDNtFSioJ@!vd1K4H-3QV1yV*JG-1%tY(U_E{)F3EJc%_RqCy{}IAX{eQNY
z_A$QFo^q>XqyM=iErcj&`hr&w+F?;8^<U9(F-XgnYMEvKvy)Z-a+w>5R8Dx;u?7D)
z3*VOjGyQYBX5e#@_J`rwZr9FJ>c+H)swGdkuLC^FIgYNNEX`7K-<i%I)csW%fyAHS
zX^LseBf}qR{}fP#S?7x)1D^IZs3-iw;Vr^J|MheeQCSng?fl(af5r<gS5?8cb6Jz$
z{`^Z$4}k$S`Xzvo{pE`MufKd23qThD9a{eL2?6<+I}hJK@Xy!&ml-%k_|d;UR^)e5
zI&X9qmQM$n$vC$nQXQWf4&k!&1=l?i1j6o80+Z86__(t<1g|)<p|84q@`58$rHX@S
zz0#{*NZ*AEt6j!Xb{5Rttq~rHswr3O!_860Q~N+ZHqN@EFqnVOYMn6hNzdSG(z7#m
zQ5{#Vv0rklgDCx~cn7NQ&t3{s5=?Iwws_^v*=5O%t-VCndlZiJcN@uJESzUW488g{
zC5OpsGvh5Lh13{T3eO~2=SG|&mVLvmZ9pKX;}nDdeamal3vFdXgz+qjCfrhV(sVhf
z6mrPuVo588EH%DdQr<{NVvBT3{Eok&KRE>gp*+m*8k@fD;EHCw@0|cp=)iRD5dnEm
zK(m{Wr`?$f3WM2z^J~`<9z9q4bp|M>y?Ufo&4gD44l?m^)(_dy23iHBlS7j(?akmI
zl#|<r`zN^a)79;Vn5Vo&S(0f#r}ZS;EjmVF8~9gStDgP$h?62t{x@BhBS3q0&m)HY
zKgc*d!0w=1G<Abnq@kH|Vl<sK#UQ*@FYL}@f!pk#M@T1TPE?n|pR05H${Vr=%Z!Ci
zBW|cPXv%Zja2V}<b=8s9HitVzxssUO>Y-9_K1<ScRhce_cVsx5(P0mMt_=j`h--*T
zpOU8Y3f@<@S9s<h-$^`?|IPG`k@>fcg5<oj6T2rEfT^%$s>>6XhI&6A)-u$?xP?i=
z<d>qEX+G5Q@#*b!Fgv-Z<34i4pPTqsS}R=U2%{{f^#_QPgZLG2AILAsy7p@64ll8M
znTNrp=yh(Y>q!UwH|f;aBdjp*^?9Q<aAe31J~5&aYmgV)=f8TbXZCv1#8I9giDPTq
zu`bmT!}1hE0zd)&!5mXw;rc|v!$wyW6SH}P%f&(+(e)_M5T1n%?UATdaCng_Ozwd!
zEy&3OzQdp*kiwTZK=^W(*dZ;Ui1{NHdO>`HLzrU4X>hohd=p5j13vY&l>~7p-ljO4
z{r6q69fWGeR>&v^P$4^zvon)b4ncgzeHmGBkJz*;4PdK4zAf5Y1(f@2Nmx>*I>-b~
z3<hUYtQB>zNEMuh7yErdd9yC@gNx?b3$<=75u(#Vt{nVqf{JJ&I~7F4&tC{fLcmcj
zUpVw>&8Pnfw}u=MIZ%Y-h(w)4CLUr6pjd2+apBbP_(>$kc~(Zjv8gTXTaon-z%bek
z_Ie<q`jEIB18HaQJb_+aXbX!m@zr{#+st%uP>g2I%YD7rTq>$vbcxuv3y)G3#6$dy
zcf*xRG2iyAf(><_w%G@W+}IE^9f)k%uUQeVMr1XAQ>nm0%}_llHBhpv3v-Kx6!!is
zVz<~{q~4!}pwVow1RGU>oir*J&w_(Bj<HJpM5lFag`LvfRt5y?84I`V#Y?t{5RTRp
zj7|~Xg~Fgd%kWgn)Yz}0W4L}gL&~%TYHp}-vr~2wTgqcotHp5<Mf<2~D}JkP8gO2(
zJ!P6(MPRb)CN>%jXYZ|CJof*Ua^~SsuKypm#Sw8jPRUZv$s?VtQOSNpGTBbcBSJ&A
zWNpM?Xe=FdlH!@NPYP{A)(|76luY)77-K0RlOe?zv-sYVzMb#+{l0(vuIu;LJeTX5
z`!V<Ox$pb)dB0zXL7R3q@$M=;vaEvfR+&ViBlUX{_uWg@bB=59Q|j$lE$#fzWGC+o
zk|W)T9-^bOe00BI&EDK|_`u|}8C`S%wT*3T!r1#75c-nFiWLIB9y$oHf<Tp3uG)C*
z-<&sld}j?W;2u<ps(2APRRc6X{;_=MTaH)L(FXHuj+@CmH>;WGV!N8pZN~n67;FWH
zK|+0KB%1&=8l-d*H?EH2+KpcQ&%d%cKweG#W0rU082dWHz1JM_j(eM=NWcCGoI#VS
zq=F__>2)5zt{UUt>;>eT<{cBWIqk`PXn?3pV@(7L<5nA;j|k1M>~q5A5ymM37^M<o
zf{A2zGtDp}o(~jO{r}(375l<ji+({u@WOKlutt@`-ljr#+l+pgxHK!)%68Cw$%=m;
zqwd^+O#mO_C3Lz0G5p7#Kj4*X?Z&)zLM55A9;AwKf}^6-rLe1MpKTGhx|n^~*;+y#
zFDWqC-NbX)RsKQu?uUo?p$Z4!$9Dy;mc5xO4RV^3#!t47NTh!zdKivKf{!<meU^Iu
z9W&`#gyR|myXQ?-yU`iYDg|pfteAY2$sA1cN-^iO>|T0rw+a~%WEzsME9*0aGL8RB
zqe9!BmLv<luK8_EegEa(S*QPA;UG|XRD)Y2Ad6raY5k(scZO=o=6e&nGAl@RhrtTD
z>I&7K0}?mjK5G*Y!T18vNTsiwTF+satX2yP?x-$^(zaSBL_=*r3s?dj955%58uchN
z7QKhyktGHE!Jy1Dfb(85r1L&zi9LG;_okuveiFft4`K1)K?R;$1lQj!*MKbv2(M40
zv=3rVi?7JA{{Ts^m<qBE@ld8+%iM_6$N=?)@-R@YvQNdOSmg&Kl1Q%G*qzWZVz_3T
zlfde1iwvn!nHqM2!V?OFzJA1{l*Dg@@bu~+ckfQe`7c5Bc*@+PC{Tc5yTPV)AlaKT
znrVyA17`w?I1J|iWhc^TQ!!gn!#Y@j7B~Nc9Dq!E&o%YQ-BnO!JXJ$=+z9`XvaH%&
zb!J8$r7a$uZ6Oly`ZlT|>xrWq7KJGYEcrq+rlQqqQLyQWiU7~v3dU#sC5POsLj9%B
z@0JIKMDSmQQD`Rfs-1?-ge5Gnc=~OY&=0pj<eGDFOi0wTS|D8sv7e9g2_aq^=O{or
zAS6bYUw)ZyY)(B>l-c+jm42Y)YR`V5k3amS4Xn^8GvX7+R}QH8x`Cvo%V4ZV2=zOu
zD*(e{8*&s@t93*g?J+H(OXVoDoN@Tb6~c!{zfkesbHt@kL`TQ*w2bRvfx1covSQiK
z>%igfn2RbEN>=dZOpAGAR0Hxv_Hc<A`C?|;5i;jQrA$KYT=UoRUB7yiCrDYIJq*v}
zSR`<#q|Z^B6FxAH5H9m3_rY{k*KKvfk0vaHl@hG_n-@}~f074PG!?CNGPn-|&e{(1
zgHY!TlW;6s*Dkc4Ofn;k9~p34w=@arWz2?1qg#4fbY9!eiQM$@EO>z~-C#+*`F!Dt
z0{6l?r6#nR;a8J)NVcaY1;8kp5R<^jC>I21ZgY-h8*}4Z0E^EC`5Qm$JaSDc<PUo6
zL9B{#_V`J!X(krSdI#Wq$M>+tA^aY_v+p5nwsUB)6rCrl@Nl=bA;$Wau1`~5gLzCO
zdzs1a(tIcE>*suHVLt6v;}AeXr56bdz$-0Xu63NJF3&}aLw<6noZd|SxSXW_S3;D2
z-4Bl!R`$gG(@P#V05ZwnA%LE|s8DgG4VvB6KYRp5YLBW8w}{w3v#g%fD+K*%?pIXl
z40YOLmgcx0=&{Y3iNe0j@07sv3#T4_$Kn>_zP@@j4W7V0Bv_mDmaZ3m8>D&;!RC2S
zti@26eOM0FSa8ioBecuXyvgE|o;*NQQLla1l8V18WDJ0s&JQ>`Wd1X|e2*I@Iytlr
z;JBMK@aNOQReO3OagUC`p8n{6LwfYx@E4wk=RmtLJSxDn;NV`@qG@9|+yW*Zg7b<<
z89<HaC$}SP%Ak_X33Ea4f?*Q@qG;XfF~`6>BfT#G`1Ic8c~hXY+-8Al3u?UH?i!Cy
z9rvU^u77;}`9I9>nJOHgvgVF^u>>F(jU|}WkZu5#MQ*gWT~oVt2Ob&ECq*AXB(!sC
z4gg}vkO}oj(e!TAjgzd2lp@lOL;#|BN9J4uL#8PXI(_$vY%O_3{6w*cCph$fk&YM`
z%6>;Mc|cwXIr!^NQ8=6!I2^T*14Kzpp_%3*_Lzf+6aZ$7HxF>J?L4GDpA_6pznWzq
zY1cK?r~-67ix6wm2{h2cD;(u+0V}uZlfA;x^IJ~9jf3<Ihu@qgTGtQM4}0YYt#=kZ
zE+1ch6x13n^IuS1$vC#m<v=?X`*{+C&JF*?Zm6g->R2%l^slLuPRe3HvySs~&@qrt
zBXh0*Gdi;&3dClU-xA#oGfe78{8QrPdM<$Ih1SUdws3opfg8yu&%UDfci!Ck<yjh=
zby+1h$h#o93+$8b0LkpE45m#4+)G5bGc8?M#KhBjOjl{v5i>Nm<bjm>&K+3>vV*VE
zWq5PLTY51LUbqKgH=p2#VO7jqBQqa=rym_|#bEPjbbQ{plfqG)7Q2U3_wwOe?;YPs
zk1AJWB3P4zAvNkT>!iFBu!Nni*#yuU5Vc%yjP%hbJ9ljH5U>DgN8uV9fVU#cUU0C-
zbTZ9wz7{*f>AY0HrkVp4){*Ur;dT7&)K?ql!KSqj-fU9&d)CD<^PWcK6F07pv-~#6
zFzm2-x#PD~EpdLWYd!lKKc~B+GsmfPx`sXTAJj;%D|B<}2J4b4Es+2~g?mFH)meyd
zFtOE={9cUNsZ+;kW1c%B&IsV1-5Zl4-G}iiuiu)urjRf$zzevDH!b(j^V)7Io~6=j
z^sX;__)h?(^@?U~&tTFsBi+I3r3XxYOWRiAjhC$C%kn*?20x+FNnst-n+QXyGWk-}
zYkFRLdNN{uRO;p1dw+unjGIE8N6hwO&hcE<Jh94c__(Z3BYQf}EDWUG3MlorYO5j{
zK{>QBxn4JlBB*_91Kdcvhy5MP3zp`#^F{R7w|%oG6LFjtb_pujwCH!|u!4Z!=-N~t
zutbd!w*YT`o)&JU?7nqJJ-fSw9j~99fLeN4!O(B64>>!`2e3;<lWGOKasMily37Nr
zi_?;p|G~^GrzW~Vml}JWP`O!MhrFm#PQl<(a#sR<59vyxk4HRyk;zKYJ{cn4pW*`|
zRU$Zh3x0h^Nu`WXrb<&pB}=XLN$AvDNVbBk==COKV8PLMy_nn?&*st&8*x~{*4)O}
z+;!V7ZTF&^&KciuRvzsDu?H{A1O}TcV<m<Gnk`m+&qY!lP}y9O_IDNQ11F?Z5P&p%
z%jUS9>n>=wd$`Ww^W2XXs~*rK^ZP(#11;cvHf)FnTS{OsI_3=494F#g-XZYeF^%=U
zd~$jI^jW<IwI^wkMi2CGwm4UrcFWOj>-LFPr*`*8q4?oW@j}Tc#@192*uf_Hx$a;F
zFmzx!$r3aeCaXtHv~<;wIRT)+m}%SDp3ZpuIKU}hcV}tm=q&JH@kr5>hzWC3SAG|d
zF89}^T0O3DljVV=;cj{>c1G;YZ$G)00m1kd1@8O#D^0f?<{vTnlLPyoYr?(sqG`3J
z&1uyJtkb|`gK140leg2{>!A%4F{J6+P3^YTyF+S7(VlybEko25-?>R~DUjB_Hr}pk
zS$d!3TD+@<1fmhkI_V07xkB`aY`cn6SD<IP(6*LMoGz=>Q38xu11d3HR($|~-rolD
zKMWy)jHc(WM|)MiLg`#kW>uFC)R&Ucb=8M<+QQ+D(j+Y-;Kq;HOO;1*)1O4!a(v5V
zTGuN)+&W{5;oy*=QeLZ1)A7E#CFKXn$^PS=e*snEE~+G|Arrt=<bArB(ch3^H2_+@
zNHUW@0&mW>kb3({(Oq7R{X#n3danimB!bHuU$usKV|<d#!5xvlt^jb>-l-oCA_PR4
zIV(*$UTNLmT#c)4)aVG-xST>J$S|6QTT1|jy%Qc<DVTBeB$5OI*>{n#i2AaWM&R}w
zJ)3A9^xY7(5u5oRQ6<lTmJwhKslSwmw@dR&*o9-|2=KqxK>f|ScIWx?EnPWWqHv}F
zuB?eYiDam;F#u&i!yFP%Zs8xsn%9wavd@N6+?M_u#|*?t{%LU~8rL0p@Zj-T3n2fk
z6_hTHm+uUdZB74kV+g1aP)>p>8pR3jy$*J)M5pJX`uC<xbP_jS1O9{<ELyixC_bxb
z6@Z4fR?hU!gC-&N8AOgu(=Jwe9a___s(;GQ>_70U1N+4(TfbqbeqFu0{;gS9y|sR=
z&aL2aEXC6<E-%h-IY;#MZ@=zRrUuq~ZaVF6bZ?jM4yWx#soCfE5E_0gz-_v7PqLwV
z>d*Z)ePS;8`S$(<C%r4aFFk%z+^>57_K_35imlDGH;wWEL7l$XMW2qy!LU6evVnaw
zE}i^R-t?St=Vwh60-;`6=}v)<|HqSmx|*Resw(esvwLUy4(ijA5&yAAj5N^nkXM(Q
zpk<`+FAwnaYLlAF;1!SPz@e(PBnTIt^2!J|v|xik{uM#`Oc4l`eHO0z*%^T2sw3el
zk(Nh{R6!%}FKT~n1hN-P{Ku2;z}XOYI}8dD={TM9xU#4{AkT~!MDRu-d1@|%@!L@6
zHWz^*r&{Tc)=Sm18)ksIx5S~sh?+EPV7U!kO`=f2r)gX=uR)!lX^T0I_^;eJ#lSyg
zyk^~rYPPK#y!xf@Ib;mg{z45wiUSx?`42u7@R*FxTpYxXMgWsN)jJ5G5pwt5Qvv^B
zP?lSPEmCL*QHLpxaafky;F`U4JfPiGg{z`%(CVW7!XeDC*nm;VJ1Z~Vn2Z)KRzlSK
z@B;UaNvj=XDE6p|#}CE{CCBYY1&enSljJXa3IBP{D|@8G%Xl<$bO}O}NE+zULC~eU
zIMQ_xO7Uuluz_%fsJduCoSZm4)f+q7PYI?p#s$QoMI41gZb_ap6a6T~HKF2)rfbdU
zGm>1PH$pM%9w|j`*eg9H=0yB+Y*s8?R93iC$XMiad|2EX${C75mLjq5)0XVtrxzEO
ziYOH~_BhH$PXO(Y(781q#eQxVS?L!I@K0#e5t0zTD>5SCpwvZYQnYq;#t4VX&gq5z
z9J+JPY4j4*S~Sfn=-Unk|C1h=VgAyjY5&m=5QBCEa6y_ZgULzT#+Nn9%1Hd7u-N^G
zlK;LUHbp)@dHKtNc6Mlx1<bq6;PTu#r6QbTy{bJ!c=`6D&usk@ZaG4=^|+s1VAI?}
z+_ip!s>!=wMs7;h3Uz=JG`YkybzD6Acjl&1FI2iy@4Q*;jD(4dvJ31OK}28o-cW{2
z%oc|EKeYq{)-GJq4Q8cs>iF+BEBUY4J?Gtoj`k+*Dku`#DEnbC;YMmvP3g28CY&rC
zneO|gA7we%;cT2eb8T^M@kXjt94Y#*i7bQayB#X8X71wll{lEQbT=$*Hm$rQ7$O;Q
zckqgJ>NT`=lpxE&lE9kJNPU50PDZ?v!R<K6RV^z6D2XJh$7sU47?BqGL7~;kqJebg
ziepRfA^56r<0)DBYQ|-IKhs3~3yHxQZny0<upAy4h95!-Ysb1G$fjjGsW+?X!w&kr
z<^9v1$yK6-?0o%rHOd$zM|>Bac5i<>CElIGVg>CE=UHWsoHo;?=W~mSrp-l{o%@5a
z%C-AIFQgDHG9Xk~Q;B|k2*+%4W#`9ch$d{%bKbgO)6WS(B}DRKp5m*;*;po{+S5jb
z_+wl5ELhWF7r%bZ(r@i>LEzwV=c|i`E7L!)PP80t372mlL^s}+L{3ayzId<#@zp9y
zyO7mhp><mZypNZsa29lrL2*zGSr}hTN=Z}<DT#Rb_U>R4E>2b^bGqh8-e-XPaOaSP
zW97R;N`cr6gph5yO`p_IilvI>^u(D6+-Qpn={Bun7Xv3e)TJ|iutKzKCGMPcY=h?(
z=Ae0u4UGl*{fkQXHZcDry#>K1GJNBC{JYeM*1E+;6Wgk@j4ccF5TeehjrZ|QaSXcD
zuq>|G!bx{G9fNALMlFh6VGQZhR7b$8ANuSROyGKcUoh7G6>A+Hu3G!3z?2(`*h++F
zdzV6ff!6MwLJS(OhY)Doj#U<SGb_xiqO{KNhxN7Ykotsb9$rv~TukguX(A&&J0i)^
zcSh8~KUPb<2?EBax*B@$niym1deowQg(DIhJ$Mee@A2_1#8NXfpe8^UAdrFSRIe3{
z6m#CylRtR>Qh(J22~n)Np((KXf%6BL)xOXA^2EPXu6OR;qV0gOMnsJ|GYUss*WdkY
zcxQMc;PLkhIOH58S8_;JnRcS_7AZYs-v}7TY$0uH9nd>;$sq}4;h1{fS=`LJ1h{G&
zRb<q9R5!bdB>v#oLT7vN%)aaeip(7s*7O0>{{HUs{u#oYbyJgTNAFU!DYCc{_qA?%
z2Z5W;3h|0}jgO+dUF>1_juszU7R*}jGge@ddA+`pYjneR?dWXWq(WI74mNd=3nq%V
zIaa<|79ZV^{UM1Za!gpogL2$SwQo_`zAJqF+>h;34<_Tyg^r0xz`ZZmFW08{7WV3S
z*t;_90-{rWKXFRCE{`5})ZdL+XHN+~3~P}{@|=jRf<5Otsh{BkwihtzP_LHu=G(45
k$~^(S{`HUl=clp8srg>T?uU)pf@B_Qzk^lDK97Wd0S`HA{r~^~

diff --git a/_images/timings_SDC_variants_Fisher.png b/_images/timings_SDC_variants_Fisher.png
index a37cb382e13d91c234d30eecf25f43a99c586252..73309dda6de4ad40e834acd75c5b18870585306d 100644
GIT binary patch
literal 9892
zcmcI~WmJ@J*Y7BZh?Js$ARr(mB^@G2cZ$+EbazN83?Qj=3KG(i(j}>sgmgCwNGeFb
zd!GM!&$FI&*7<POI`4;ZT&$UU?(5on|LVF!RFtIgaL8~F2n3$2jD#8jafu54{}&qz
z{v9z|Y=bue7fDT*r}kzp?nX|g2t^|o2OE1A8%yJRZl+GomiBgBZ2W8-EcYy2TpXMQ
z+1YLX_XpVQoy^&Xiim{ZBG(*bw44zL0weV6Ql3bzB?3WzLsmjm-6QqajF$)Q;rZ2_
zLn*>23Bov;<;9`bp%RN~)NHou)0Nq_D!ZR<y9x+3Iv)SlNO<sp&GoM8<hrQk19hTj
zBa|!I(&}$jB-YgiztY&0iWc2JI5}zS8lIGQ8}0S}vbFX{=tO8{qSl*?D}CFvX`ccQ
z8UBh;?A9v%AAE6f@xfxfM-tM~w1R?UDZIAP$Al<ChIzIxO4T+K{`eGvU(2k;UdOy`
zSQW>nJ{XXhStBAN3zdo>Yq8+Y)Ty@nyVFK6Sfs_pL?DXocsZIOeR0tk^Xk>Cf&!e2
zL%)k)<d;aJFOd|)V|X|?Vy>>06MLUOKf%PplDiYH_eq;IVQDh6Dsh;Y;0eb>fVq(N
zM`G=dqo-Htv#yh{J!EHRFKi~b!zuBtEi9+XgY>C^f>l^BM`#x%`mOW+FNY@A4dQ}=
zg87Y&>j)WTW$9d{ciBQHz0k0*jPE}s>~qI9qSDj12RP17PYLhd-5jVw)zHYsC|g=G
zNrjWXs(0V^=LmZKQQPS3_>UT8=JSq@4s3!qFI!X=1`f)~%J6O178XKc7_Kv2x?#)!
z-z$9n(c$lo5tBPpvQqAe!Quqsp4jqe3C7>?S6RfZhNKwpl%%_Y2_JQFev_u4LA1Y~
z&WXa9A{4tTy5y~Je;@y|f>U{&v6_w$qQiusvIFC*L!n-HhIp{?RF!S?7MF;~h2I&k
zr%Ew#48c8OPfyR+AsNX;)CcdA38+!m<%Cg$Y>Y>QVm0rV#jzLsqyMM=s1@CxD&YKn
z(8A&LucLsQ@;`MwJ@ww4Yfhh?mc=fU9a?r?`$nOVCUl2cqZlQX73DMrT|;ZRmn7g!
z-x+=<ptSTMle;{&qgZrf;n|phUq?&8)iT4D%k|ZRR+XfJE_oAs%gZLunr7n&Y4l&b
z5FGmcy)Rxq-n+b_V)tab`Fdqqbo9;N+jCUue&+&MxTJ=TDbP1v1_=t-swCEN*SeDR
z{4P%B92Z)zq&{-TU;Fk>Tt$V@_jFgfFeI38and3cy*uzJ0zvn!RNZ=d6#u1y|G#@T
zvAR#~$Hc}Kq?G&gccQPa@9$%pOsiOLljpj+;X6Cnq`0?3DaYE{h!~WK)h^Q%NOnn^
z3BKF%3o*xdi5(cJjU8Zw>mo=&N0q5f-?et|YpTX$mxhen;^oVi2z?HLd~5_qL%=-=
zp6PHY+R=|X!D)}ZTKoG6c6WDw3}j%Oo}F<xE=r^dx`w)k!`?3wlaK_r1rs2<qUi=U
z{tQ@EGBPu_4Q5FXHhQ@?9IqGtJ>Dqs{346($hoDZrDZYOP&+~J=J5e(XCy^f8S=~G
z-b&A1F<KNqS9Nkb@*(MGQX*f&@D{^|h?<1g*whkot@qk;(_Y}LtgN&Wz&|oFGK7t7
z=4qZ-6p!2_TwJ&pmzErtzuu6&Oo!qpS+LWPl)OU5V|D*@AWxNcy3SSpH$E39=f4K^
zYj1CR4|{X?>FH_kn^?j{byV`3K?`nKUOv0&C(oY6{h%1VPl<p<I5=l9@MBZ2qLTZ6
z3})^2a`hW7wuc~IDhnTBGBGjX|8m(JFB`8gCqNiN1KdQx;&{dOk~ol9usdb8Q@n`J
z?IA=QX1%1rZgswAFA$&WTsL+OrtATfC~l(UupQ~?X;Yu7sXcu0+oGmket%d}P7X)k
z>laUKTwI3b_Z+ik>q>203c+C;PbVkN=$II~kXMAQ8vos|*R^uqzei+Azmd|?y7Mhv
z<V{0^kco+j;X-Sm8&!5g!(Bf6S&1-WRs>?s_k=Z>*EW=1F<Dbr<l#e=Jj)wmsWFw^
zr~z^z)9zbEnq`-vgAgwh6G^=<&JHv2GsiYKy#G2#NJ-H=cz|PRX*u5H^N5?QPdo_b
zkyos5tuuoB$3#W$PJmRF=uDlf<gX&ro_KzT`Ijz(aOrrJeMfh9Y1mB_dDyCqsbv)5
zL?U;6n$LmO4;R7Sw8!L)FaESn**Eub@ru1BB1+anc7}@rz`c!&3k(g#DblINhgK6p
zLQ8POc&$4+I=&7I3(zn5a<sqZ*&%`LcuA~+nS<lTSc$=xz7)P2w{Hi+j3ZZjlm7V*
z^-*kmeCya4$s@PT&!t9f4#&SOP0Y-ka3cs8dr`|z_X&TpH=p|Zo*ie{&D6P6hY`|{
zQ`fuv7`PM?5`tcA+KY82b#=y*0ur&;);9!G$BOmB-aT?hZ%0~M8Z@|Oso|ymacpWO
z1sP#VN=i~;@0uNPL&JNQF)%#a(KiU!b!~%v3Oq{Q*3i^^-F)`TUPfMiiI9xCJ*n2*
z%xp1$K=|_~%kKkKwmN@LPL^N@|DGMrq4}&gkpqKPI&ztUfx5k`<|-!UJyupc`2;pJ
zkg2MvT~=0BmXMUBzJDL(?hWHd_xotL#9(eY-%SiViU@C+8s#7gOwf9Tj!F!hguaV`
znOQ!uLaT6Oal8zv>raE?7ok2vR{?gsHJQhH>ui2CXiVQLLdOtAxJG|Jy|-7vX0C|>
zkDM11fr*JZ56hUo47K2+KJxJJc(3$MPzXtlsv$H=RhE&#KG>SM9wCL1HTW8;L(9n-
zZEgcM1(#XrNuZ^pyYl4?Rd8-D1I%cd<C0Wb*^N85Nl3(Vzcam15D^gpzAmJv{OqP6
zp)a;)IolxMwly6BJwO^E<>BeM8y@yGucn4{Vd2I@(%5$uUH?E@vfgIHV%cq?sPrz(
zJ@ap=EfW>ys(N~?EadzS?`Ixyk>Yync91wOwqNsj@uGEZjtW*PW?_+Maw#S__xsOt
z_Y8XkVa9;!b)$#juat7R>IaV6k&ozUU|$-JR#V1HjWAl<+5#iZBcx~_93h@qSv>$A
zKtxCd+-81$kB8^B$l33hPpU*A5{TCe6zx8sA);d5dY6}%tEj7ELV1GSR~HtHqKneJ
z_heagsx~t&-$(H?EIjvu{aPO>Wcc|lf!!dIT0BUmPFd`=Goh8Rd^}6bTWaxv5(5#~
zV{B%HWbUpEivDyFs$Avt&Vpx!Ma5YoRva!rR4P`wy1HbPl-z#Qpa@-ML3zA*Q8(d4
zedPUjAsCJ0k#_}*ht`%}cZ883H%32>S6V0Zndw4vR@qLi4sc*ozrg|)qdr<*TU#2=
ze~QnLN(Rj(3CQC1Yx0VL!Cdep33a>YwXR&fdbb+ajZyK4ZJ6Vh6#J$S5G)z?b4`e?
zzPE`fDJMHoH^ovz-+DJRHr^m74?90QN%?)`{d-W_ZJULW5j&j2k`@+DM}33}4yF|n
zN;PLe5t7i{PuHq2+YJvOTr{2rm<rF%zF(wUJG6)sIcvp$BGj3FLnRUkf4nQ?F|he1
zxN%<+n|idSKZ)xqqSRuL=I_x_(&<-ZC<e?XA!UijYLa=c@25}UgkstA`g(d1-Q9A~
zJ=0A-IyKLV$2L?|Gfqz*pa{q2dF^L~ps5yM3@pY=sT&#^=2un%U%$o<r+l3JuTfgz
zwH{@GFK6fEv|4cEq;HIsEHxg^E>TcXx65Ah5l;8syVei1z!szrYT*A_2OUmoP`C3y
z`!fsY#-*oI`3D5teoW6E>y2IZ{@-2xyz`$f*H(P;EtZh!h|m~%^nWS7jQ`ep=DWrk
z)?zNVV8(4i5rl1zuo3GDuL;D5mbqNl)orG#@chn?7$PYi1%Zy1sr3@WM)1(J2UGu?
zDUPC*Hr}3X#J+Yd%BdPg^}c0au11Nz+EygtV*5YhrI_Ly$YJqdd>);&)YNd0OZYc#
zh-Js8rA7Y!?NYI#8>9SBKXr0pioNbFdPbi&A&I>p2EXpPXM%a<N=9}z=Cy0rEWYPN
z#MU#Q_-}xM)z&7Hlao_{3PHOq^d@nsZKV+|O8o1a|8t7+{~}%Kdkuber%(P{5Yvk9
z3HTgyFD@?b{9SsJWj$8R@3@E>4t^VTeEw>fBxZ8)5+l7=9xLUY=zi2SqPNM(p-*#_
zjE;Z*^jL}0$QH(=Zoejz?9FD-1meOw{0<iu;-PUn_O08u7p7~S)hL4q7cuWE3a|C2
zO9L&>Z*Act1}wO-@$sb`9m`^asX-*V=ey?(S|~Jeb!H2r-r-P;OA*{N$UzF+B$(G!
zIH2r_yO27dd~-gtoN08^EVw6uJ<E2g3Zzy*ef=X+BsMnoXBfa6WMo!Vz92{o3Jd$<
zuVP`*0Oc2yZsv?w)!rQ=uI$LJ@<4!%5n2K@3`}O$L-+AW=wKZAV>q9P*Jk{s<5K4W
zjJhb`Wk)*(f{u<(jWUgJ4?F79Dh7f<Ijz0MaY^O*b1W(<Dl}0m3+<v}gYUuZcg2A2
z9S@M=C;AVYkRT&ms8J#Xnr!=_I=g_tos)xKOB7g+H=+qR)w4D?ZF*A$h_a+2T9><G
z26Gh2?aFLs8}7);%4*g+edw5DP)yEtknsEYJ(qx9DHWTKk53_q^9l%`py1%(MMpGO
zf?tzRQ;VK>{|xc<>sJ*a`pUEV{9XI|@$&c6OPY>x64>-w0d)tf?F~TF7<b1qkpfRF
zmfaQcy$ip?@3HfK!aiP!hE6f@;Uyw^g(q%qyhB4nJ6rYJ#-Q>Ng*-XM#KdleWtsP<
zAzlIrGrRRp=KY#ejPRo!ObqM#_RWk{r^+OPoX>1wVZjE(g6?9C(@Lmbj|aTrq=@(l
zTThhJk#m}0qu+H(4PPxfo`QLGW2JpVpFp|>ns;YJ!+;uS9>heVpz8yv$h#q+=!7m#
z_jS|i-h_mRf<*h+6C0b75(XS(*q`=TMpm{ZTQ-J}l=O89pM9p!$w8>dy`s+M8;H%x
z%Ik2eJf7UIHJp!zKFDj983$?!4R5N23=F9J-WVf5^C9dCY6TEpvf20SR>X(8I<mO9
zxQApBH9jX*JM$m)OV(zYgndsv6jFHc(tQq+WDVXVB#_Md9O`u}@;k5Mf(!`U+jD{q
z64xvaYE}i6s+7wADld-_NaZSGZgp>Gp$*LnC=@1jnslK2us552!)tIDvk*goRtpet
zUVV}^m?*Tny|fg-H|I^X-FQg(<;SoQXeZ5jH&#F{)VFt!uJ`zOd!y$~Gyuyn>?7PV
zBO{|qUmzvOJ`lGN?xgsR>&wo5`Igt-;IEMpF(|b&q<gpi`g@on>{Hh_CvyCQHjsv+
z(yWhcqz@(Fv190c_GfHoZ*P$T=cO0lwH$>c|F2(VW;0%|4tM1OyFK^&Zoxg?=vD1M
zm^TJ?)aG0mXd#fMHn+;Nd8*pJMCJY}da2-WXoZDmvn{)sMb}nVsHv$hK_763tbKlk
zp}TmaEkCBe?eAh3`_5hu`&gYqky&4|)+ViCxM<ekJXjurN<VW#Vq&vDd>||;%=;gZ
zM&!d@aa#-^-U+&LTE1X<_ul%G{TwA|RZe4LV}-?^GxdB49_<e6%li-M@^sy`&rkQ2
zQ<|9t(sF_-Upe!5;Crj50H56=?&hmc*R-lRS!2v?nldd!4ryO|@ne8`d39AR_j{6V
z?2AT9s5Suw(VJy8a(Rq3tDS}z<gZa*2Zz$us8c#YLG58Y+*+#v9xOaE6k7RmaHvL~
zF?Hoz3rBwK?iMpMqX#t+1o;6Dx;i^U^6W{|KAxmTMn=T!HadzpwaO-y`IecSorVud
zRa8}9<tU~&*(M)=s}9De5PL)USm9W+D55aRt4OWFtPhPR_V)H5V=tntnjX3K<pw3*
zbO9Yk%4<XF`*-0gF6qN3Rf$#hb8M&8Ery>H417aCl}=5Yb%fqF3+Wu<l>TVYJiE9D
zZc?t?udG<N)_Bhc#1FsIGIoNdRX7<B4nRzS>*HGMfkUb_)s>rF47|LfTQ|8G7_L5k
z@f(5cUHteW->zSTztYCWh9%AS*fMP6fh&#Q;f#B$A2}}8=1e^an7{kg%lq%w(!B7g
z{7yN>NY&KT5Yyx=+WVo5@(?MZI~IbeByMZilv1}}+Fgslf-Rtg9ru=H+rNCtf-#fI
zQY}C0>7t8%18e*>Sqc8~Dlx0J$w3N)8MZb9mDXb*BTaVsJ}51NyGik8fAFAO;D_p#
z+5A~n5-@kz^t3J*9Jz9P>395&mtkRI|Az^r-(Y$cFk9!!JnON9hxlCUyr!a}^3r|Q
zGk283uHgNT7?TG>73RvtU$&=fxi*GATt~mcLPCttD7L@aS5eys;^9{47CThG>R1QT
ztxfG!#t5ml>FMc2sVt+dt*s&$#c3**UjWS~+kO{4nORwPkl}YCqz>ANloLNzyKn1v
zk|O8)E*d-Ds2d}ZNlLjyi$>vPV0EB!eaSp-tT8D73wN1BK~O&pzbkN4F`4@k0vxar
z)Q(idx8XhqtA2y#Uwe0VcT`|thGZBq@z}EhCXb6I>vN@e!Hzg9EWsh~xAnYkOPzQ|
zg4gHuZEL`KnW0zj=Iku~Jx5V7exy*Nf0ftikYch2Ha#IBVPFlYn*z)i7LaIlZC`gB
zb5wHj18@7uPfP&(_vM9+v0gE`(#$pc!4H43n?a|OoI1++W`<~W8N*QZ`0?Y9#mt9+
zD_dKU1qBbNnG#}SKlk-{iw*P(pWq@&&HE{3BdsH<tNG;Q<pVtqHYbpOIs?@LgBnu>
zk8a(%H6Ox|=8%VJN-T9xW+Do05Iy%-lN19DEj1ga8TKG6cpDw<AIGdgLqn4}`X_F^
zfBcgr5xSPT4IZkDLfm9{TeFSURmEx~qp?g+cQz~fVX%$hcQl)QAFuYO+q?Qes{=E(
z0~o2QtD}T{j^}^>{7%n@zm@Bfp-P@hx%QMREfaWRyxzSe&z6XYhy&0*oRs4-VyBO9
z&hXFr$lss2>GwleIXQ1aY9VQ3Q#8}IxFQ&ZL?WXS63h?(#w44)uT)aZw=#yg2kLzS
zAL*FvIEy7qzk&do7k~bom=sA0ya(>@V=*}eg{_-&+faFM#@I%g{haW_PC^ors|E%J
zDH}a{7UMnnG0N~Q4)-lxg>+$xi_<lcKHqBBsMGV4Z2*EqmG03(4FYt6G*$KSewhI0
zfI=~m052~w1O(#^o)sNa>jc8w0<a42g9&qDs_D4BS2L84U)*D0kRIlh)7J#lL+dX<
zprT@=Wp@~K_##YSbi2d(sVBGn>|I#1xRMe+K9z8IZ0s!$FRzr3h3Xkb?74PsteT|=
zv|)x>?mL#Z+F-UEE2coRKn#QOWdztox_51KfRevUJ!+Hvfss4oS#==D9Dw{mdrYH1
z1i3z(p9m3U5CN4PXY%+Em#3U-Hv>KW;zmhx5Gc6J%uIk1)DbLJM_1(DJ;a>%euOOE
z<lLM=wB}1M#d%<OQ84ixBnA>d|55MW+49<4p63g1f6%dA;`k6`fBhH_DQ-ANCrp6p
zE^Qo)XIT&)IVUK!QHT{**Vev(-8XYi0hw3<OocrMIeY8zpA7~r1#mhfmFJ+6V0)8x
z^m4zKDT|z`mwNy(wL>uYS-Z-nOH5o`%ff>3`t|D-HCu%xP2HsR?#!nx%5zOVbYc0c
z@dp6%<3RperlxdZ;o+a^e2t8#y-s((Xu&l9>m?z9`N(xW)?{}W*H*Lf1y9N&cQ#~r
z8Pq|p%1@wHV(&)QDpiG9xNKkUYQ4I4wOt>0w%+r<O9T)L2rMAOrWwjLRaI5pSe?}!
z93Iv?Eclz8#EA7Jrgg<IRBSh$L~=Yoxo~!M<zZ%IG`w=<N>N>%_K?S9wS7M>76!S1
zQ})BEysBkdcc`hHa4MkhNXD;ap{R~>m*}a2E3W}5*axS+`WQ9tv|caryEtdLe_tXG
zPe)EzZsa}Wd_CSiK3bsfk_IhINZ51@fe^C$Y?s-%H&=!!zFAd4%KZ2Ec=2d0o$qIV
zDR<Bc$d^2W=BAOZ@3s+MQ8Cl*m|*84_t*MqnV7nk?M({p#kT6@u>vkVa^I3rSHIQT
z+WLOP%5ig?qoS!knH<N?&W;{~Cn;j#awMdPg5KWV^Q)^t&|P9BW3&$+4y+$Lx%*E6
zto5VgR$xEvgiGCh+#VMnmnJ()8C_|@C@5GCDMY2Wa`IPN)wpV}<9VUCnJYJx%$!U;
zl-9X_y3tFc>XCn>N>AViGba+V1E+PJUxM%OA)yFrF??cVl+pF59NkflDJL;Kzox2p
zA-Mwy^Byq4V&MHN8b@Zu%^&kuQ(k3cWVAZHG~gmcK<ft?wFMbL9FI7!D~-)rt*u+3
zlrm<|RT3uWvuiIm?QwwkJjT}_PIE?%>k=P(9T*Phse*?=AaOr@_y7kgYn&X_Q0{S~
z!<l+_X<y%_o!;qyU73k=>iB7r_(nyK5A;VjzpFpj%gFE`;k&xse9`p7R?y|gXAl|e
z-u-=jrWArMZ#h}&XZ)CFhom0}<!rtURdY|cn<SN;ndyH9nY7Kt`B_nBrdYXVduP`0
z!<$|Lpgg1?P%buTW)s?X`ZdY3yu56<GvD&O+7c22fMt5`?a9hQy)3_9bU8%2`8o42
zOM{ix8b+a5@05Z+ed4w&3B2*Nphu6~Ir|#HSB(I-Wzosxrbi>aE_ohxOY<!pxKdez
zCVO=9voAJS4^|QkaOU`I#y^|&r?F}&M8>{{gCVo?^YbELC>BA%<SUq%rD!0G?l7?|
z3jWaiw9jJms>nh35V81HS9iN+mCc>&czC7&Ttrej!9hXgpuZ2G|8!=Qipg9+rondK
zwI0g82JfjmNnkA=dF;%KZyQ`=Q{DG`E0vYcb5f#LPi$&x+Df$KzBMfhlv!rn5gNR1
z?)VAw%GTqJ*rX(;;jj32`Cn@2dtQO~+L<x_D#vv`;lhG~-uSMW^o%M`bA;jKC(A@$
zTe8(}@2s7zCa!h?0h?$ORl54uOYA|KD{5y~>~Ir~apo4EHXp`pT=q&-a;Q!5e<O0v
zAJ3*23I{b5;T+z878Ya0?<QV2@nKLTxl83=m$xAj78a%?=e7Bq$bm#mpByIa<$G}`
znvOL7^tW!5rv}PE!j5eMS(zz6{&UNEF!M@JU*8H@4DGvlC%!9{+N>K>)$D}^&BFUT
zJBA?0c+)>d*WY2x!O+cD@+?#IfE+Ss&>}H7_$vAXWD!9}M@O=w5|!2Yr}qRNwfq9L
z2xor9`i&11W_>`hX^-`T=L6PZxp(hL{CPOo@T7LfKkLsHL?x}4g`=#e8$4rXfRRT3
zEH}}DSyIUP{u8yWQLJ0WJkjlGq*XU=`}ix9yV@rg8+oG1Ipr;}Hhs1jZ&GAYK|%M{
zREh26C!;%e?qsG3lC(uBInc=+LS#|~=TQ^Ie5@`TqkYAukxtp_2`8<gZ{G09)-<0V
zGj9xL1)H3ZSTBE#vVnt`UJLGW=%sQ<0V{6MN{vrTv9`(R(i{z+I&KW-BRQK|h^5m7
zs}sg=s$aV}9&6SFWZyqHFyr9hC<1H8%g$1p@+vZR-N``HIAzCa?0pAs+?|-_fzkwU
z)c^-&XD5dhKYmy|*Vq3h{C6Is%B1UN%GBu+)rBF@q%rhUIqq}kY|OY5iOBG969|}Y
zTaipmOl-z!=$F+sP4_*KmUE?JW8qNr0HMOOY5RbS-Vb0I;sUsZa1JxI%aANjt@1+Q
z4Iy+dkGSlbO{BX;G%+-n?{&EKd@P~<&JUUV;^9D3dm{ZUGH&Eza(6h>n7bx9T!V+<
z2`J@>g|^@cP*JeBygpkn@#Em$Cjd`O!{lukYNi>S4!35|VBY`u@UBjiw?I#Kw=q;R
z?oZ+YAxyE4QHX78k6r-rl)9Nh?W2H7$B^X;m!E1-&T(kmuaJ9c1z_QgOH=unIH%Oq
z@JkvKeZR(b7;?JbFH!-VTES)htrSe%XsxsP0chkY0Bk;tJ46QmaqZ_saL0#*MMWlX
zx>Z@s2MxpPbL<kIkiejzqphNHPwQ@^i+_&~O&Fa!*Fcn-p54Do@-%0lG#E+}9*$dK
zS~=pq<>#AQ#mB(k3Vl<nyeu0-Uk2QQJy)XN*o{R%X#=|OKkG_i`G9%knm&5d;M~~;
zPPsOLwKhQt*bKZEMZa{BPXF3@&!KEt7JB-iv)wOLEDQ|6fq{W#f!9g2^$fPm-qU`l
z16UrXZ<yw>C{r};jQxpO9W1YqrLCnE!Z+)IAs`^Y$j<%+qO&4l=?}vuzrf^++u5-}
zfEEC!N7N7(>(#l4s;Wkf*n&5>643IJMBgK0G~tJURZl#tjH04sTM%AURMe}jnR*>P
z_odDV_*-C$A>!Vdi80LL*RHOXuTivvxyn>16l(rs^=xbY)7&Dvr~B^D#GXC7jf)k~
zw}#o)+S(g$$xW8}*z5VX0UK?o`TAIiJuiodB0YT!dRXS?4T*2vYDY_U*T$<1x<eM+
zt<v4+x1|MJR_t)}>)j&o?r@^$=;_OMb{rPyTt>gn;JUyp*7L5)5a}x!r*wzs=WY)G
zB@bkXPk{OcMRljAr>A10RV}&^5XpL`jt4TJOCWq8KZ%cxZNGW*W>Im;Foh_`a#QK1
zZ7VZRMdo-8C$bxtwhUccv^Ve`+xWx6#1!(B`|vfBXq;eFMMXtl{722QR%oe1bAB~+
zN6pka2P>utB}qz4S3p#+)i@AWAj;J_zS@_f1skRXu^{9Z1|K&HKMXj8EVq#&fonIx
zO&f*Jkn1>K$o2&QD$^-1!x2!%0h~^@Mp8bua@G5%W#n`<4|o^i?p5XYCZ2+o0W`6h
zsf!Clp-SJrB?PM{9eLLX0}FSaET)kzFB+=Yag&HBP^S{4(!9Q0DC@{dQ|a(1iUd7P
z=V-`_^8UvbawSD(fV{m+TPLkZ$A~;k`&3d~%zN}m>&0Q6+P{#ZmYt=NX8|y1q@6BW
z8L}%<WR7#oIM-B4>hN=a&V#Y<bCq;dACl3KC8wf8G&`G9j<#FVR?T-VegLpZSz6{l
z{IU%v*#k9>$YKsS*T4g7`Z$@}(jQJf@A5mmJUM9>7ZWQ5+iK*0Mj-qb0o`V{F>`?v
z4?v1O51?W)ApHya8{3}p4_r}73JWdf9cPkB=ANmmYo5xifHaZ>eYgvG$Rz|04o*>L
zHVO`>kRt`pG%L)&i1+p3l{6kCceq-2+Q3s5EmKqE`uh5<xm5yvrWt5~Fy9h@p0T6j
z<MP=?uL{uLr4R(p8s!&bHoE-0xiQx)Qm9kShGsK)85u*UpDwbzT3w@nH>Zlep;6J4
z$0?**!)0sw4%~ESlh4U#QgL0~)SZJ%`b}pCIt}N?8;F<i1VsiMA8$A8<GXE+x3K0w
zgCIfQ=H=zR9JD||&Q}eV<HHM>Pqg@kkX4*<#M#NIcl6nMpa+Q3))X46;X)1NQRL*}
z!a~c+;|(?FCyZ$?o`~2I7Eet`5XANMDWS0u2+-?)0S*PEuYh;GAt@=DS6oaS4~ivB
zo+T+M>1$7qIQ;Y_#HCA@AX>(PxF+x8wF|?ip691W#3|iY%bZ=(wov5Dhc_29CBp^^
zo-t=|k63WSfioh(V_36*UAKl1<0`&{s_G3intabyUaH@2S|aX;kSz*q^wO6%ZQs8W
zfe0C|aip#GXn()l7BVTPGOvGiJBiDD9()l`B$*Y<$jB&4L+7a$Zh}XFUIaSJxkf}k
zzd2FyIyCgA+yHcm9mk&^gKfrsIP7SR3IQx&(ZcE~ee62=afa;ybxB1<Qx3)>hwQP9
zXHWeve}?Bt2paX@fH?2rH4Ubv>`>EVva)^<1_!j*!~BQ6S=t56AD|V#_VqnegkN6Y
zr@pL1l(f6Un6NIldwA$~pNQZI57p%rGy7W`s%#^1nWH)7kKsw2_V)IBA|g~!3OGfm
zxrlx1q^({yJbI~E%F5=!R9G~D>PP8Xb%x5UWpQ=%7guuNi==SU<cXPIna_d+kA4V#
pQz?j<RNbR4Si=1vm_KuYL2b){d>~dZ3Qvq7WF?g(ip325{|j_aFNpvE

literal 9890
zcmb_?WmHw&yYE&M6;ULl1VK`|L0SX>NeO9??hfftx=T8h?nXjDq)U(nK^g_5yU(+I
z-~S!=jB)Rmd(Q_1_ugx*Ip-6<cy{1R8L>NPglGr^;?4_k5qSjS3JLsubQ2Z+9nqO@
zfnVJA&sFRdtPJfPb!-g~(mM9m=2rIRCc30=3~cR8tSs3WpD?n}lN#IGTifw4F<Jbt
z4=`HU8ZiwPV)MaGZdr?~+941aI>?_Zxq>++2m}?z3lSkjr{wi%S0|~llN(!`A*9db
z<8nnJS{X#dDH!k14~n*FN>0`(@~O$iwU|^T3-EWO$j9*niK_EIex6H}pI;;~L{2MS
zdD9_O@*T6#JAAC&i;Jxu0a3%Kgt9}eAB*RF{d}@U{fP}T?SCBCs}3g3RssUP;Oo&2
z^)$4&9&YHI9c>#AX5Lb(G=8ho;@9PVvppW$I?~nu@~A^FeQeEUXYs{vdmfEOH`NVc
z=JsSSnQw+;DZGxe3k%+bh4hLAO47yCtnJAWg?+_rM&HtviqzuyT{$N!O}qmFZl3M*
zFxftQ$FfYJZ}H|nF7EuFiHe)(=&hffcej3}d6KcRVs(TO3$IUBNxm;pE_oOf6eMAO
zxV`;0JUl%4!vqB{uX?AAWJXndB`(GnmWgNjd=nEBo!`DO9$)GDJy~UzIkuLUn=3v!
zT5X{&At6z&(r7i)X#4OY(1hV3*?L=Ml~ceIDs^M{51DF`W@>7x)0{8f)<U@8Rm8V6
z!SLQ*scYA+bvon2o+HjJl{GYoM8k*zX%w>4pZTI4{i*1mU0-K7)WO%2<(`O^ZSlLa
zy;joH-JsqcA06o)@klRZ;$3t<IV#3OdLAFFO5Ett`78fC@9DCT-@)ow2}!lZ531Fz
z5SF(`-To|8*QiO_<L@QA;p;uK-q8uU)!g;}`eJ9Q+u7OKK%pv|kB<*21;w=_PK&71
zdm${;q^CsR5Tyn^xYw><rztZ_(x|b%g6b_aqUYk`@=?eeHUD9BSxy33mssX)JVsK|
zbncM$tFOY>R#*M7sl)89>h_8TQKWqk_W!ES`oaD5;ApD_gP~X{AIH0S>oU-Y*lU@V
zc>hUAyACrxI&7pO@=w>VPct6E-l%t8s;C5bUhJj?1O_&T5%bc=_I>*%+T?LAVNSy5
zREmzR#dYJ}iO;Ea2!Gz42b|h)oRrl)scu1L7eV*w<~Kbrc@sG;OsfjR!!cw@`{Sc4
z-mpAcn=a;c+?ZYNOBy_di_#s|M*mHyhMlgiuI4XqQMPBBQSM<9a+(KJnT>TjLjp%f
za2&InkKgmZOB`hv2WQeoo=ounedPc5h<y;>Nnp`KwdWxYd&r;Px<Q~P^YmabIyE&6
z4sd(kIiyU!E75IZy58Srp<Smf=>EWpz3oOK%d)<{w17g6Ok1f=%k1VR(=SW7QoMR`
z_jI#q0d|JZ`=(H%UO$AJWny$)LPn<jwdXmd=Dxmx!3VMMhez|lOam20vcWTQZ;IZu
z$K$G~7ifx!D4s3DlWN?KS@RY1u3A}bQuCyzrIA!y&4i_=lNK19?5|Ous;#fAtlYeP
z8zlmjRB_Zj&Q=kjBQ7Z^Y@Dmsq5o$kn=3&|rNZzIkHhLUSy@>T5fReIk8f&eY2mXO
zqRXW6(eQ{u$qf4Y`!5W95LT%)#@yN2iAYHaotn}h5^%#O=CS{hWYriL`haV)VZrX#
zw-}d^7JRxH4J>SIxg41kEE2xcKNa`_ZcqF$NWuz~OVDnHvMl%RwFPz<v(HCvkle!z
z5heHX4-8;wU!<5e^}IO#6`7XC<Q|ch7T(z@{z!<WJvr^Y8yXtgRxew>I0@fwFI$b>
zuds-8e7$e75&~4wUGx)Ebq=?EeSM$3(+%MkG>MplrEbHS>GsC6AiQJ+&v95-SiWA>
z3*qLXIhIOby$<^uOmAY*Yu6qx)%oX*iViwmU0r7T-!E%wIuC}g>xHON>>umv>qE(j
zxNy=jFx*kdmcqov*Xyl)(Pae9RHfRSfRCU53gW|u4@VcLo4(iE@$D?-cWNEhaN#&9
z+|!3vUY6-T|IZdQG&G=Y9``+skBPb7koqgmD1@e^aAJQ@lBrpnS^H#f<@Z!A+fUa`
z{>U=ebiBQ~8LZBDyz~+BEMLC#;xHQ}B_n&LZw`5G_(qnWkB?|>ZmzSZr==|z?|Ivz
zJ)=eq!n-+rm4%<5-}yRbwu$^sU{KK4_Rt4&^Yia!XSESuw&q$`?3Sf;nz_CI&rKnb
zk}@qhnMkoji+Fo``}a(fATFauKxrwnjDT#XHuIV1yy}hgS_v`!yBRk4=%^^vB-yI+
zJ2V~vd&u6PsE9+WRM_cQuRlVx+DFqDfAC_05)w*IPHw!>oj29<!WjoA_lJ~rNDR|p
zO#kXgL7CkznQJ$0wDk4efsP-~WtBS3>$cs7XS39O|M$L2O?~}Bw5))TxOhM^3mc%)
zdp8YDO&0Ahh!qqP5|X2%qw$88qa!EedJz#35nhqxVr2aM=Yc2&A>4RSl<Q?4=Po9V
z%VNZW9z>p}KW0kZj%|}1Rg#?$q)bfVr=j?IxV01%6xs)WCgPvikR`I4TxDWnnrd*x
z^E}_jGaV}q1(eVpNEdpuZhy2jCoUmz74c`PRw1y40Kfvz%F2rVbt6$Q9#i{Ulp7Hc
zS}raw<c7w^#y+GJYu4i;N)7u6KOg>d9WT@KZ?pZZ!K(MIf6}%~K23J1JEkwyG)`Db
z3jL?c8pGo9@<)JGN&x`INcUR(_V{X*`uK<{VJbmEk~l`qsGpvv>z{I872ukV7Sj9z
zw32x`dMv-Yv%_pX`xLokmxhPX8ru)ne`J~P;OiB}7k1@%oS%$0c{U{@+Y3#Fp|Y+n
z*>Zmx#;lIf795t(wKjY^5BZ%00e7DH`T0`Qk$iuW-}_E$MW1~BP3RZm;$Ps7a#g0U
z5MG}?aam5+QPMNF$J<3mg%=di(JJPWvf{R@aFaPaIXyYi?N8;0uE(4p70>I)s8(%G
z!^#OQBs!{pFiR2>8{0cWEc`1(8xs>#rOBhAa~yUdB_ZIjI^6s%g%|Q15#8kjs|XAU
zW?5eBZ9h&Ha3?hCPkk;Y7g<@PT%whK<KGptn_!I=sr!3*A@UYfbB1gHXK9{E2m}TO
zcJ}uABqb$vI^pXr`PdgskB#BQ(7wVVxUE-66j|(s%b@1d=zjVUSdq1ZLkwC7F|U%i
zb_mNaD#|nr!LxgDOt0HXJkNASf3@K2Nkl}+y14K_FYLPI&ytNsbIfiwite~EHMh;b
zbghJ>Uj&Y!zMl8%*RKN^Vi*+yY2gAV;^Nv;+@C%8hOW{a1MwgwC4H(-FGcz9D^f|E
z()vVFH`fbEm_8ERv{raY5!aW*Mb5)RNT*a-s`4dOeO)vIv!vmG5YQDB63WTh`4J=I
zT@McrR^OiF$Xr9xFVaGh8UR8;zkeGOJ+V%2^$(jm4hju@4#)ptXr<JAg0;21eLg46
zBZ^#UIkS}=<%%U*&=RX&J38XayX&`SS5{08J~YHN7Z(>B_P^sloU&6X*YCo<(bau>
zogF1%C$oc23kng7L~YVAJWDd}BM>gxN(>0QEe$R0*Yndu9o7Wv!wt=Qm|p&7*7tFq
z{6tNIh|8q#_}0`sDKKz?1WryHS&I7Ao8V2rX81H`=tXn~ikH9t4Jzrx#ersIV<}Sq
zq&rrunI%Bk-$Ti^d{)R9$7eCg9xp`&s|RB8q9lpSYX0@*N!;`ewa-p0oaW<RX`UAZ
zBL&KFkL=sy*`nHy-A-0=WItB`NtH@uzXjYu<dfwz0ue)}ENW`HioKb{vaF%6$ylq^
z;3A)fsTUF>`uYuKJAO3D{}@O6OBf!l=>z;=V;1DbR=vx|)w9Kc`_td63NkgJ%Qa=m
zrha6$lfbNV6^NqW?yvrZ&Pei`XlPM(haq{Qy|npRCF%KX@u@zAT}IGs;`y9eksty@
z0b4w{0IsJx1!lqHxIzDG11ctD^9@V8&%MdH-v1mMJt^)jrnuht-HJMmaxWEpJ*l6I
zY?f0`h6|K2R8>_2LPA6q+C!J7`1N`NI}_bvnO=v%iQ(M8Ki3^Y_r(3AGP&L;gd5Wm
zdEeQ^7JTe?(HMGCH)RAuSROq&X8s>|Q7?ND{dC@hfvTtt#agO*K#dQLA`M8<BLFh#
zB+lpcZ`Q5<jI-2Yd>~yvM=@dgZ=d^~Ax6&0iAyb;+Pc^kz1{x6s`Iac0RpJe;Bp^G
z4nC(jK0<r;%Uh`a)>^w?i+t#My|-Yij9Q-q>KxX-wk^%6`S7INy+g?U#rHPezwbBd
z=E>x+xyp*zl6)2IAU=|L=w<I4wj|EyrN=ViQn+)*Rle_ZwwaAX+!aq;tkn<%$xF(`
zg~!OqNJ{49>Z&)>=)SePODER|`SqBVmbPrVqvM8vfPk&9LB*dx=8rlULPvE6)%Xw{
z`nMyu^^J_kd3ozw->8<jrMe%eR$5LIu8kJ81YnYH^>NL7>F@8?oxkD*q2b2p$9E0t
zbXh_{P|GBLfe%C^CEdorz$jF$KxI&?jM)7v0$ic(v8Zp|H2QCPLyj@3AL0t_l#~a(
z?*X3^^TEb69S^#aOs7ES%iyT!XcmW6MRWqzYmgMe@Z;N7?!0R#A||E>tQA*~1PEz2
z=D94?CW~P&J|J-jiQq$F|GT~g1qG`%ND>7(EM{+SA1G9SxJN=#;v%JX>Nqq%)2X#Y
zcI<Y(KUQPAgr-!i5eRVc!JsD=U(kckWq&oxg&r8~b9;OCyF^c3&a+7hl5vDS<R=7F
z5Vf^sMW!W&z!9RwAETqjW?^=1tw4<^g~#D4VsB+gtV%ETx!I+q+S!AN(C&oAMg9EO
zO#&mia^6?3UNwfLKAW$3vz{pZLj-;i_NDN~fiRN=5|9N{cnGAZV)%kTiASl)16Q7y
zU>gDGvB0xA;F))om6fI9nXiDhd8VdDsO7wL|B>vpzn>p)iH2SaQweG5wsM1>i1+V(
z;^XlFFK{8iHSVXJS5Z)2c|KJM_9RD)SDE2`OXW8^FpkJw-hu7|J-8fe+qy!M94X)$
zTpe56+CEtPs2)6cvp)F&z$d?5UQyBK^l-C9pLGtX{Gj(IXJ_ZHylrBkgua2;)bqRj
zf?R8Bc}hiu0!OnbBlA$E>;Oc8XJ>AI#><2!i+!8E&o+D8K-B={$N(veXyuH%fsXG5
zgiS<LRAQTtp}Q@nf2k*K4)iS#wEhqRHfF#8Q2G_r7eFDIO$I5>)?Qy?;iqsS6ALJM
zd$aeA@7dB1OzNRk>+0!!uXnW4DFgP2PC!7A$o<{h+j|={ebC*OM=~jH4~sY$Fu%`f
zm;>29+8dJfCBBr4rj}*g-$mkJmUwTGT9t$yo6f<?(2WONmLgTABO?A+XXm8fZ7+0W
zKw^9pE=y9NPJ=X2J(tQE(mC9irWMW5WHao2yuWKQl%0puC2Y`lN{o-6D^Ed5%=-o%
z((t*6h>z-!qT)Ll&@%e^6cA`D-2RL6Q{PrSj2z&q^F2&Wt<Yk7rVLBKKT!WePD+Nf
zHyT{_0}nRQ&(6<_JhF#YtPlRE-p^pcBOnN*eU*<Corcm(RoM1rU%osIA>zgYZg044
zzcTn-obSMTb#a%1BUj#04J?J%tG`Uca%c=KW;IwMQAnz?op+a?cxcp4od3!4t@jMG
zU9H#5a*$Fh5W;xK7ce}m2xPe;nw5zO<8X7vb3R^#BCcG8@QJe2VhWMjr-KLV#_6^c
zm)KZXx?^|Hvx?J$_cx{=fFKr8RD4f=st~R4`uGVM3k&A0TerrmEgm4XoyFnS))%lT
zEZ-b1y*N5ORp%>{G?RaPE<BnzPeqH_Y|Q>KJskn(jWx->{ypQyU04Y4iNyUfl?Tch
zdn#FQF67Y3Ha0eLHEMShM%)}%>C$u$hSLGu#V#+-w_7j-(}8*gwN<*GzFBDs6(w&x
zS*07!mCG33q*t#l6!}<I*(YZ<R$Nu%4&1o>&x{sSA)9NH!<y3Bb_dBbT^dgP&U?^i
zGJ9<$UJD7jB<H-U6&KLa(cv6Rr=g+wJzhp0&^ce^Qft{SC{SgtqJppGG<QANVC3YH
z=i#*Dpyz{7QLvJ3^z$DkmoDzs#J%<)0BTk?fDdX7!AC@|_F3dTB`Aj{PFtiKQ?+`d
zh5K+SAS?`mJAn29Uu=U)x`&DR_Txt~pcNAbC7HI7Zh!KG;H^+N4&CN=*C_>tR_ud9
z@6_2Wpt7>DF?eK;Vn96m3^&=>*d&Sfa_!l+zJKq9NIo?+rM0!S)t~s30oVFH681x4
z0Unc<2(*p)g#{MR3%3eeQ%xbO>AL%ypLg#fW~XZHIy*bRfYN`xjL#+ga{mSEot5Fd
z=z)b#CPRLc)fSS_6S4*dUgpbXp!OxO<qU5ki#zN0MGl~%lAzgiU6u3?qO746@shD<
znH+LFJUrn430pTL0Wl>m&o@13C@6da0;H(0tBk*Y6shHRJ-CPY{cy(9YMU|+Isq#_
zx;&qV$lJGXvpkGO@?UXUD5%xe?AT<Yo`dtnY&<|ZT&RkT0C)*T@-c{Sd26Nh+_RM?
zO$`mOE5ZRi)#wY96t=#*<6WlEI|LPspxb92r|*r7!v&cu^j`kTE%)h^=;dUJ=!_e*
z!quuw6D$f8^W^hp<mxsDlmHTt2IA^&-pdbH3ArpofKbMsq`)PloSaH7uM3nIKt*X(
zFY5J^GFN$YhHuQYwOtP-<oKE`oh0#Ip@2Z;4-~hdta*KHttvyoUf>ca+OJ=q(a;zf
z7zmXxaX<PEE$J=-<XO~G%_zu5a%yU^AZi+#uGP@nRkU~1xgB=8Iy;{R<1!HC3w3?H
zd5xQQCyYcejN5MceLPz8V5w7<XQ$a{p%92Mr9zdrU_`~KY873CKoI6q9Dg=L6V2)t
z&Ka76_DI>C@1PqBh{)8ihXpD)TQ)5WgqJR4pi&Q=`*nUugT2*}+X)E?;9k-JCpLJq
zFe_)OOlV-UY9r9LKm+8?2jVooKb@QVIE0V`4duq&YY4a9J}#A7TS||U6>3#ovx#y_
zq-_ErO!9A|+ZVoj`?j!}T4LXVY*5nMQ67$^I;`EpLoqiuK2RU@TAF+kMcb-~QpZg#
z3M#610Rx|`UW22f!tekKOMZUYFUvxf3>pw1&vi^B=>ihXRP}i<#;+)u=lB{bs_tl^
zDw22#94|&=rNzC8I@=$64HiI?Vvkb3;w=zXU?2z5mvOTWNac~(La}~rX(<ER5d3L`
z#M9Uo66fe_x1T|vhVB<iJ#=aj35g)h8M)oo?te@QOdK5js*o%iCddz8fcPFPq;&y4
z5wRlNANs))```DVuxB?mv_2N9As1FR!D02250G;XYMSyyvU`=zWVDa~S$x>kG6)19
zzkW&!B`t0DhR(JG$8|2NpCJtD)gU%LfQU4RRW1<J`|5Kmp2vX}6&+ujGjV*7&DqqU
zTkQFB9iTndHa0@m*34f1-poedl1<7!gT8G%UVczPXACZYs_vDCoNob;f`Q0=221_-
za2_^rCrR`qMC%>$GKu|Dv#Y=xnwQH(Ga>^5kPQe*PP6`v9F$pCON%%72h!k1D?+8p
zHw}S4oGdp8-t*{*Wf%rRFrlkf|E5TDNx4|#MQv^EpsRQD(=_*k1oLfrl~ONo^`7mo
zjZq5<3hwOgl6!i31{=({?MjomIMJPLD}%_<56(M^J%AE1hArA(Ubvf1lxL0XbcB=S
zz>D%3qM^{LMTb8-+wnN>WSVc|U|1ltt1powI3NIGK>6b$Mv*ZpoImK2CAcFVrzvQr
zCkw8qgqZT!Eu(||FXIv;x<XRk@Xp)YVsbeb^$y_x)UN)IG@_u6y^sf7VU4F7ykxYe
zm$kXM0j#X7kIBis!Q9smrDkT10BaA(wm6}>qSB6B-C*f`Y7!v;onHfo@6R6n=ot+E
zTv>o{b=a7i*w}pRuG?_3S}+V}w6nh-Q|!k;Nm5muZq%3f9P%^=C{tvY{zu6;#_x9h
z{K~72?~B>ZmxhVIsc}MnAnl)$&pSb?o_<*@^bjy%uvUs>Qne;)@F;2A#jJN0yK0=a
z$v$Re^j(N%?Mpv)ckD7|*ZuV^<>uYHeoak+<rNh+i=B~J?v8C-ID0M)6HldS4QjkH
zEPsB!1)LiQ@KmGw1E6PH+uLPoS}QWv>M_BKc1K$}m5^t>7G5rFcLZG4Y6@BCP0u6N
ziHQsMh=s&9vQ3s+2U)Y|?jS#{*Pl$QmTdBpA*`2w7rgAYjhj5r=%{03X*5m7yYsB7
z9-yNl#SHLL2qBj``5HJPxJ|ppwzaN@j2CCSvcO>AacHmd73C-`t0s7Pj<yZK^G&NH
zzBh(`&5KepHr?~`BA(R%&FeBn#dK&#V_E`(yetOz6=afLR}^K9{YsRoU^81kpTe>&
z%ZnE;@LBb5er{+G66pk!-S5r=AF1A=J&cK;I)~uxK6P=a+v}ZL*zTN2(_zYzrB_ed
zGL_yjkX2B%i}734oVwbZ%ssTR2@{C#;HYFC=H=z#;NVagsc^dPDSgh0(-4uGc!XEA
z!N|=TDlQ~+<s6LCN~;+G+Q*M07;s$|<jn8`i;_>eb5z8|Z^BvA@bB6#wBO0h%uJU}
z6HsbW0MiLRujMjRtjU`sdO6vhDq~%h_zsLcVW_E08bav4K;Rk8Rq<U-9kNQ=iA=tt
zbZZLn?vPs8%%m6^@+k68-`YCDM~&{%=RA(0+-y8$bl)FQ9y|rI_Z?J)L2y?jp*`fx
z;?mM{fV1p~h<iH+2iYJEURB4_hwhi|Inq81JwNJ+m76?x=~B+>O0Qb(1DrlrK1*WI
z*bM3u?e5)drpBYMtB3FF-pPoIr(=?fzJxL}X$`;}G(#3A=u+yRO@v4`zF^OznK0qG
zzdF*{*B6tD-{iRY5OT;DxG=w*U~mS<<E<^#93P)+D?#SK!kiXDxvUpEG5vL&iBxO0
zRaI0}bdv_p3DlAtQ4v%!$pOG`kexeAhT-%HFh}BqQ4zD0S%6$8Cnr)4j#np`e|~)G
zpI2xKmtVc+8YN?$mGllkt!=(7c>Caom3P1vP_+!z3PZ|nnrU=<{htI?GW4!VTS$lQ
zlO-|a1nTTuQ&Y0+^p7FM(J2YMXC?KD<p44;3iybp<@6S5>*lL}V$90UMhoqV{QCf)
zWWz=3T=^QcthIG@@?fOr^((>cD|1jZie#MO_RtnHhgLdAMq<FxeUUR1nUj-aF0H7Z
z)E%x+jy;9s4EHcKn>;iVKc9kyZ4fIfBa^+gWeu@W$`sW5QEg#pqXBQby!=iG(A{P^
z(<uGPYKE~QdC>71j2<Ll7Utr)KFN_3RTM=Xn-$$qd4oGfCMY({!sOYh7_#Q_rzl9s
zJ_3zMvTEYAoQekmx9+k!^)Sr-U4dNv>sni1kK-l0BqcTDnZ^d-U`ygf#e0GGF)?*w
ztvxT#9aqQ8GR#jujin2D1MzyU&zkTX$N`c%5k9fj&YSt(%^U?}Gw8DBKCL42gPE6v
zVre{|Vj4Jd31ND62{R6o+WLA0W8=rKa$kNJ#+F<$Oee3Z8>EhHkahw?Xx)Mqo8~pF
zQ-dN69M~Z!vByC501ZsQuC9b<$~W!8I4udB+s9m7%8|{cVZ-SXml5jK<}b!dUdI(P
z0$Qzva{VlYmi71Egw(P8fA1YUF{wx;-#A!`B;+7-L_`cZw83PSIR6H84>D7_OfDS`
zg6>?nde3on;Dh(bjszD9ao)%XPno&JS715P`mYrd#2Xr0%HIbsDx9JG9?ZH8O(OtY
zZ&9!+vpj%-$AQd$3dH#(J)<jcbIipf$KL~QfvGmY#JJLaMP5QmDia))$1YOp;|c|I
z?z$5{e3VbnCVytLM!Gnn_Q->g0g2kB%{&k;cp(m2MKMd_{>kr*aEWsnC#M?PvWcNv
z#d{dXpbS2MS2(ybltaVH8U=G{VZqC@ioc5v{8KU#BT)9|@2V}V6jUX<pYJ#igUq23
z6m06X1rsW(E1FsXxD~sFiKwWbxy_S7<XtDU{@HSjp%u2)3Z1cQQn$#eB4PDoye?`1
zfyUPA@?y7#?jAXXG1x?N;?y;Rf{SH(9fJ+7hna_P{y75fCn^jj_G|-@YMLw9JwK^F
z4=N9YvB!+8USpE{M+mWly;27q05Uzr<#0n9uEiycCQq4#Fv7@O5<+9Y+)E(w;>9Ci
z0EvR0jsJ<m|GuLH@f1L$_rWHLn=?(}jz67m0GsOU@9+5iJ)=lKENfJMef`HLF;Fjc
zZ`Om5I00^z@sDZ-kUK>lMsQlpgrQE*7JD>A`sE;fgv`z9^OcH%V76lad!X5L0`LQA
zzyUUSoka)w`umepQeH>;C7}4`*4Ba@XWa3?ovS=anQtl}M7w=khn-N;U1nfrrm2-P
zMaI9vsGpWVEiaZ)GYE{SxcK-qYHWqhufDhQU{nqG&5s=Gt8HxGinHfQ*^8?1Z2PB?
za9K{JL*9c^f^+@aHSyp9)r^17vw%e`aZ957Q=U|2N@EMu8Hi#r(Dxr<HYp(~S+UY8
zA6*3JXf~XS3HEw;KmZgD4G&Ku898}Ttnyk|I{$kCWGWYMRD5iZHXw8GiyZ$5r3R89
zzM;RTCj-27q3?Y9vUl=FF}S(8Yg?<KN2@|WJ^lWc=_mxtc&f$*2Mg;N_|BCs9}66=
zON$`s6H?3pZwUw6P2JGBNRjYwJ6l>@9I$FS7Zt(i809<3z-<OJ<M8YRQ9n2$tE7ZW
zEZ{b7s+yJbHf(s+G+CvZb8bZ23To_Fq6OIx&8O>P+}z!}psWG{E{+y3RwpWQ2I9?&
zghtrGH3!}mWjUf%XaB;9!NdyLs<Nu6J|lOw^bY~S#>Evy^=>xj@dJC~Ehc|v7UBEf
zbI}LSpFcPBq?R-*`K#-cluud*)v$m5%r1|G!XARJT#&J*-ENPa`1wAw3a;>!^^A*g
z8#YDdkuN9^GLv?Ko^ASyuzE1go$X@f*TzN|Ob|`NW->D=KoSTWOF`;&fE*1^<S-*+
zXU74@3$HP?rlf=kx)`~1si5nDc_o--BDG?1+Rj_ESEQ(-_oD2Yzc4kO$*VaJPfsIf
zk@(EoUTx)Vw`cC-;HbEDE&Z@+LR!XKCu=1r2w<Lt?U{a1{NykvDNri9iU7*?d4E(L
zw+A<T0y3F!YI<6(NR4CV)oAi^&`Tf%*0W!(pxwEX1;RoB8ec9rQ14@7sd(u7M$&<i
ze|X66@)FF@Jlmyi90GzDkO0s0%Bz%=*G#4U*|VA=qf&|SQ1+cSn?FM#72XBhd-#yC
zNPx5(W}(6G^8jJJF~tqoH+z0K1I5hi)20Yw2gZlk*RNlP5m~NMQDUizmw%NDROYv2
zZf}@1idVTnDFl|AG6dv|t!2fK1p(cA@m(*rePrZSC(oKKG@lzzHSD3ulCgYwkgKFH
zn~sc(M0ml3H(AhA%UbaZXw}Gsgg~%7Ow@tn`nE>FXtc7Dz0za|6#-v$3041Oc`Gn0
zel&3_oGS)CVOEw`_<V`#*f@05^yRG1GmTR1EAT~&$0ONbm?Ptb6^?7Rf4uuE18fs8
z*hQe~ZB~bA+`y#yI<H!1PXn^edhfSfO>ONXGP0{{V<mXF;rvgIZ+@&I#BmyLc0JiM
zadL4%3(bhfHFGH9n5!C9tQM<v%GV4=`ch!;FCf1%boXwo=>T{kIxG%<#=q-&20eyj
zM}Ex&?9mT!8fxbgMrrqn6SIx;^2{-01g<VEEtzDaUiV61GeT-xum)e5ci$D`3$3bC
ztAt0~peCXEK0n1KYgSYoD;i4p2nZ3Iw1KO28b<Vc&d7wDvUWwqxJ*nXIjq|Vx22Z!
zpMOFRToTP3s*J1h%x}vGphE)|mzDL`D)E=eX~_`0#hvrKDsGhLOO<%Aw1GNI9TWH2
z$5so?lilJC`TGF9D<}UxwmtQkng#6-?`Vu6BBR_9)d`rQ^x62SrNpdXA{^UQvT%BH
SiQxNUh!@XgM2eqjzxywjOIqFl

diff --git a/_images/timings_SDC_variants_GrayScott.png b/_images/timings_SDC_variants_GrayScott.png
index d3b88a62714c94fdc435bd235df2f6f0e7336026..3899aef0ea05096f289799ad7b121926f498f06d 100644
GIT binary patch
literal 10439
zcmcI~1yogS_vZygNh#?@<syCQkZwdoKm<f7>F(~321NxCL`oW@6p$1Ik?v5sk?s)u
z@B6;*_s#rgzO`npnKiD3+{L};oO_;U?_cc`p{}M#fJ=>wKp+T|mE<%K2n-~=KEl2P
z{};<M62dPL7kM2QO?xvJcOxfL#2q6S2OE1A8%twGH&Z8POM5#$E@3Vd2cw0Hi-WT$
zH@EG-Kfq=0WX|1RNO}uSg5#j1>x@7U8litMawT&t5eQa(WjSdrkCgQZZyl|nlgnG1
z(b(ZZxkSuP_vLUdN?*N4f|qc$kA$t{NXz&!y||f`_?gBafBS9v*rdhM%#7C_IGxcZ
z@7u1#f0O6ytIb$uO_atWQ~aviAZfA4!;4?;c!1?0*~8Z}x2EfT!2V&XZg||f<c3K!
ziby8B<=dUJ(31KSHm}1C0)K!1kg%}X!8}bwK!3l6oSa<azyPU)gv7UR-+1=ZahSTo
zI|l`FKD%#z86GA_#3v_5-njjWQBsm&vv&82zP>&Y14CR&3ay-?;@r+c2M-?~-@*(W
z71GWZ%!0y@l9$Jt-%0+itD=I7i-(7Skd~HqaBz@PP`LEv%NJETOr|WV>FjY{%l_-M
z;$Bw~@o(S8?(8__4q1)<_+i~qRb8E)n;Rb2Oe&L%@%Z_`N829=#KTW^Uu!*g<5N=b
zU#q^?e4jr2WTg1fy+@B8nSV}5AWcb0QKcw+b`>|2wM`(z*eYpo79)!yA!(cSDlY5Q
zNYNi%ot=nQzT3BNzt>`W{qiLlJ16Im9U(5Rv0@y3k$c0lYl=H`)JTn}r>MwwO7yRl
zuh%O*C<`Lmv)q5Nv9mkwF5X!`-E8<npDOAq(-uodOiCJ@m318<rKWZzGAasX(aWew
z|CXpfI;leU!M%HdD3jLdndYbQ9Sa{meQFE5aG5coJw84@Ac7S61r~d8aZyQ4?Y)?5
zNW9l;elcM&vALEAQZGqo2ZzRV*{7<W!ZJ#HW;@bJAw<TwoW+msYiV7~)@b)^n4UJA
zUs@7cO>%Q{b8vLD9IOwErV|^UpE|D1B2W1Hwg+eXc#g3hH6tP;znq_)-Z@E?mzUq#
zS;cyp|2=E!2hr`@>?xA|v56Pum7K4Vkqwnusi|b|l(baPNpT0pdR<`~y2$!cMMW*d
zp*Q3Cz@I%#B1Si&5TXmYvMEH&$}du|nV!qFNBrNvWVxfp_7XQ!F-{?lUVM6UGcG(F
zTffeW3_(Oreu<Ef@aXikd1{Km!0$NwCgB}yOEXmoQx$!E+Q;7O0^gqS7C!uR#nI7m
zyt<i`l$4l?%5qhfL?)RjVK{|@lN050<gkvJ+|<-m<+KoalTaGllF4J;Sw&T~<=eAs
zm77alZ!Q}c7}V|$KYUSv&2(v7kaQ7h*l~MS-e&Xz1_E7S=H})+t?@5jgnav^lp^l^
zaq^4|7b_zpW7UR1%&qVV@(D7;q1<^%ZS7}udAD1rOj8f$<pS-ZFYZ&mPn(|-HV+SL
z+fzZULGih)4k~Xh`EWSIr=`U;HcBBpiR_XmeGq})Iyz*f5O)Yv!%=W%)v3aV<z@tK
z8$Tn`{LgjYB;^+r+|$s=;4F9Fd@L+1JoqLFo2ezMtA<9%&T!*r_14x_V?2{A0zpnr
zF6=aqtq@Ha2$d|&mDt?f-92B)ETgn*+&@29Y5ibuM5VK<OJE@#o2iR7h6ov=L~;Wu
z6Mp@k6Z8L<mpC73JuNM7GBYzzudLuOFfcrM@+4`eHzeLn;lsi=$&=-47cXDFCN54V
zA|etV8{4|jk!WPr`lH|Tj?BG##4l8`r`sya%Y&n$qNdw!wCJ#O;U_PA69@_pE_GYi
zLrDE+OrerV(0~r%E_tk;mw!?6V|F%KcbcRkPNWif$q;#$)BM81f_lLawBm>#v|d<7
z2D1bqx97jB9wW}@-&HSHc2PI>H@bJ*pNOXIe&}@|9me}oB&Dh}(0JQPuhNR_VExBm
z`~3YouC}%|BA~2{*LHnnywdto$vAE(=DmCOTtCLqiIJPM#V%a4kqK`^?`x`<`|wz?
zI_oM+&Qn5$+2Nvx76b1IXzA!g7*xw?kKuZi9nUUEsjA{XfByU*fW1mVVbc3fdfzV&
zFs=w!Rf+F`f$23iwtN<mydkUWNTkWY`#Zv(JJ)S&ZPPXKdTU&*YtK)9CGnYG@!DJN
zn+{xk7<)@hj0Oh>CrQ|m`Ifl2k)2)a{QNw*e@-lsh9n;X8wUrlnMb?iaST+aZ9gj~
zr@WV!=%n|ixN4dNoqfaE$0lyR3fk)6;0ssiM4!xV0nWdqLS$uULyM(%Kjp67!eqIV
z9HN}Sl3r1vwKa{+#F<DNAc)G-VoOaXG{J{Xm%5X|972@7e5-zEr-M7QtW4vyzO0O7
zW@aYnvOG4EXnS6MKJNODPb2mAQ}yEXw>%g<)I*3e5>f`OD%E&v+&Agp-tuJr>u=87
z{=bj5J@$tlplrwa5seQFd_zY^b?#wa3#qUXZMSR+!dix|blaM%upHnq`f~B_cU%>u
zTU%R=;ZT05=S0kGsS-IsL6~TqnV6tM#3v>`#lj;GC!u7@G96G><1_DWsd4>fXl{NP
zfsKvb7$<qos$v)t|LP7>Wa6{?-6bRa*Q#N#gLw2;nL?JYBY^;KdG5%G9rnl22r(uO
zP-BM>%?w!%*TH6}v%L(Di)*{hT^HiHyBI-6!<2<JP<=xPzMF@K2O}pZ!TtO9M{8W!
zWn^W)M#d2J2Mtki6OoVv#m5tAX=zQL?Ef-uk;7)H>8b&k{8{Hsakx44G%byR`P#Ko
zhZ&htW4LugSi`KWiyuFJ6!zF+REVJtjiTUY77)0f)eHOaTFt5d*8J(Ok_O}D-gJwJ
z8i9$TYa!t>$lar(BSvOs%*$738#}lgqVw5iD7>$S5KX_nvd#JMBO`RFpP%1{va%qV
z^u|as_UQ96-EuRdKj&vvZtK+NM{|U50t5nBT^+iQhK2?q(6ia~ny)S74}r0YF~>8t
zj?4t}mFq|V!)SVOz0=9|b{sV|H3ffN7Z?7;p0pD8_MDa$IXMLdK?x0J?9x|CISYO5
z<(-Ik{(sJs1gyzhqp2>y!Ks)_-Kov66n*99cRQ0%&C`i>d;Pb6%d1>u>LyvKxFwp`
zfsfG8)Z893Pcu4L8{693lY>LHw`OF2A1|e$IXDOlkBE-$O#gDSkUhP``H_i-xA)v`
zkK|MMr+j`Pgu6mclsJ(JAuKA&eDfxb^>CpyaJ${lDhzgZ_M_wDrlFzzYQpFLJ3kCh
zOH|N`Fm<K%bv%2hqeH3BTw9uwnu;;l>BQr_sOobx^OTjFTQNs1b#>zDt82)tV`~Qy
zCyDzH9%R<m>VFoToUHSn0bb`p5$|x+1dr|{@r!gNp)OcjTC#F+DR_7Y1GGGy^8Z73
zO(D7wXp=Fq!^qrRQGodi&V;nhYt`fwfDGU(Epu->yW*RKvU-$o8r~sgH8{l)++wL=
z6DE++&w5{)`ucj~7KLwo%U6tVXY3xS`1srsv>6TPdLuOA!<smEb~r_GgGWZG<9$L3
zET`jiBSwYo4|1t4qG0dCjfj7B$g5YcEQa!5>Xd@Ce5IC_P*A|m%gYNA=bd&zsn4;~
zsy#EhzC>=YurLb>lACv@1cK;-3NJNjyYjD!ZEtGASXo)g&Cd_gD^mFEw%!sMMb!Ug
zh)Ts_rT>P0wG-CR(9pOoFe(K<s|<FZvYPW!_g4VlnT3Vyb;`u{Cuk`W1PzN`DGrX1
zmoH!HY!k^~2bhPERMpgc`T0}7PzRey?sm>%h1b4SG_44U?9(eluZf*c_Ev%}D_~oW
zxjY|OO7o8ec{u}eSkzZ7gov3xb^ZmgH68_*x(wWgT24=%dCyyqt?9sj?zgLbe4IKk
zFpyHvCP^)AfWp9s$>Se*@bvU->gc%r_hpeHoO%^Xg~IR^o>C#!ChKTWD3nfvU)`ik
z>y;b1_98o=zEzX?aT2)=!a_r_U?Unk*tkRD7n|`B-6<l$NlBCd)`K@27rGz$c0BXn
z>r=$Oazz0E+R4cYiaDkuk-NDw`tYj(Hq)IKR0xj8wUmetP75ldV`D2<r^{&X!cjR{
zS?@l4AVLsby$Z~G8R(digQF0IB9+lYq^4g4Q(%>fdGgWm-s8ttD)k7wy}j23g@lAa
z7>bV^g0K?eduKM&(H6%bTckY)G-Vi#fnZ}}Q@_9e+d5SI2mhc?1JhsiZxGz^jQin7
ze1M)XRh9uRI|M>dP%uf%eZ!efzr4&|SNHYD1DEyj%1a}dnG4@=EYI;d6}c{3g%N@D
zZ~6LFx=7pFz<qP_YfhTq$xn=ymKF<&AD!*((vFTOG+<F?4J_>qJuna-Nkq5Dqt9+%
z0d9%t>0>u0K3_nPkdVZ`e2I1U?p@Wlx2W3N+g*U;jN=(Qo{0$yPxq$FzQ1*qDeHBD
zkbVe}Oo-zDi-7$<O5h+CBrM_H+8F8i`T5r2VO#N|&mp&NF=gQp`@9Sk_daNBYg1fq
zhSjCC8YY&xuDmtR@Auo|=;UO!?r>5TR;u?YGK8NvNbr~6+5Us7s;cSs1msb}pHs<}
z*4EkSreLp*ey8~met!ZkMXsw|B=bcNKebMs9|!^MXHJ&=dq41Inu0G^c^?)ZoOP#)
z_2t}UNWXFy+tT=Afym1jFAM=nJx=y+QktLzB^a#`QTUD##2g}?9v;*4?Flk;u|)kX
zed?J1K`=g_?inWTr-eF^&eOv6QWX;uTi0oN74V#tiI$9vtf`}bLMxw5I?meCGIV#T
zr!wiHJgj-_3zY?f2urbm$Cz~cv|9N%z>nzVBv`>>lv-m<<^<cpPuf+)5Dn+)l5$?V
zoH;M2#MeuE+QceC++WC_=Ep-FqKy6QI((2wIb&Y#e|@P?@L4A0i1mG#GAF&17fPA)
zEp-q}4w?_IU%x2swI|i!cjj=grprY5Cnf6$FDr?frP2fOm*2C(PEL8RmKs@AC9GfN
zfC1mS?ek_m`#hN2JK=`yc@-5`kB^U&c#JR+=%oY9X&EYb5Q-Z})E|QVDy7(<A(rb=
zO=D-FnR<;X3usup$jHc$zu!JNiiD={?4cyx*{V#jZjm5E?0AZ5o6KS)-&Jj;FSzk%
zGI_Npcl(LzJN$ckdbm)>FA@`*J3H~CQ9wzvN857_&dvpz_0}WBxy8lB<r9B%DW+WE
z?R52UCw<v}-*N<1oJ@LvOnPqlL}#aJRq_BHcWr=#?}_2*!FtjyPu_!#2|Oszx(FNu
z&>NGMMF<fNN#Wu}#8OXM8|*q734qLPCThsI>yI+j(WS@)B`t%EBL5E#0s*E(?*7XU
zq|G$EZfiPEOid%`E-__fh_qnPin-wfj<!@e&hePE;=624J{t4@xxfSB?c0J=XNm~v
zTwC1J?CfmTQVyLD2oS2_5fOQO;p7Mn4ULO2=7$>-@P{T~{(V2V0~hHzjI2XG%&cSQ
z*~sUl0iaLGzkdBXTIF~x44(=Uj2-%vXvVnlHcvChcy%yO*lmpx=y9tZnP%9ZrJRH^
zxupN-5mt;T2x~+DI6UdNhiRbr7+F{@fhBR37)YcHVXRCeX6#BMHIH6KAMfnuW=1FK
zV)*#+<F&1s=8Ufz+S;wJxDC32=EuNRzAi84dsu25%3At+Z{V(iEvX80@Vy^O1M+hz
zh+Hi;pVReEN-8Qr+1WSDx{^bemo31M%ybD&UG-TESzEI~J6f=B@-{Xc@9(BvK_Zbq
z8~hn2Cnqy*anKPF1^oW~`_iY%K@Y^csw&D~!$r+6*&n#j*O6rEKKKEM{HsN-tA^!E
zR~G@$+t)Ax8i4w&iOCWJNqjm{tu2rDs;`5_%FWScLDcsS0B|!h&4<~7Ba!RTmry(k
zbzR+v;LC(opB`vwg*%a^*VItQF-V5#6}7@bRuaZVk=?aLn{`7&#xKpyefjs<@0s*b
zin(!gzZJ)ml$5kpy_2o0D1bzKvYQCX%*-4$QtAhBTx!}uKEJq_0h)e%9f%-2Dyli0
z_!?~L_Uu=kS`X9{-q+oQ<bP8Hm&Dngru1B1S5FUN!=Lld7HuOrK)S4~tnsR4^BMBU
zoN)mR-;fQWG)e#Zrk;kQS-e2zJnP-XuII_sF5?xJN2>)TEmvgQfW=WDx&TQd=_0kC
zJh@(fx*=9!J)*XzE^OV`Zuu>qY2S|}q1|Er8!<*^ULF}`nMEISAoFor*rMm*!2vld
z$w~)!b5LEdxvt4`NVOCq&iCc!J!toUO+YXdq1=g=TB_&bWL0Qie|!ldF}2_y$rs$+
z54|K4+Ml3fhk!oB!NGyosVb!jm`LzcWc+W(YwPN^yTvvc85yN=s02K=4Ev062?-V7
z2-@}nET<;5RP{OzWh7{tSY!E2+|0LcOi|FRYX0&G`km^x{<5QCWrXi1^|Z%zUNb*M
z{LBmIZ%5TXG|vS~Si~qKL@_ot22d&*k(H5w3EStl;ju@MR6rM(v`SMyJv+;6L2JyC
z78Xs3!UW9~9v)64c9j!?Ks6zstU)%5J^^HLe}6wZ>N`6<1dFNid7`!T5-Cz`u=>r=
zPm5&DXcQE(*8ThGnmKA20+~N2CiYouWV=-B@7@B*fQBj%MG!|kx3IcGBZyyJT}>(M
z@J=mF)7PXVi{GzMek6rIx`-^AS^zgwA?C|n$+M7=$KElYJb-rIyPsw$CwPdN$$tO-
z-DPs~$0tHi%Oprj1UQr4^M~0QOd=vw(1AQvJz&gMuQU7ppk@~m8o54YqB7SS(+v1R
z&C%vw@D9Z)f`N^X&!4Xy|N3<V#BM>T_wJNId13Uwx0(sZ{R_0%&;m$USZ8p4uTW^x
z;{rNmvS{;n^I8G}T)Xp~-KzuFb+)>uCIiqO08!Dxf)&!3bnSvW2WK(FG&Fec%(n8)
zbOn8{;$k^DJ8w@nT}a))LgVFFS?DIue#ZR8IcuzkA8nc%122?1EqoVEYk$I<a3cq-
z<F8t74h|a!2d1ezuf{V=(j<H%q5WUHc#$;!`OXY5G*HUm>1%c5WWDd{R?}q$NTnaw
zMS@rL`Mupn5SueM0F8{Y`zZ_yJ_o3Xj*%b|0qx`R9cPGbTCNv)oE$G5d?|u1C>G8^
z{k!&VnuLO_HOFh!)_ErpDA3N%&glKMG0nlt{=f$vK|w(}>gq&z*w}_>i0gR8$ye0_
zqQNufCJ#^i&6g^Ro0}yQi|gyQ4r$;LXex_J0l-K7|C}1ws#;Yh*B#A9xqdf&@`R_A
z@^rh6VZXjbN&x9lLgsU}KLP=d0)(X)2*_VXKiM+?5*a`Durja|*dBEMq?XHqH?oK`
zB~X38K-=<<t(n;+cXxM}m4119-Sp%+r)pXVTl>e%?Ck6u80t@(K<4G7_G9Jd%>dHW
zsEMTOVd<+o$#h+)OqR&eF49W}i=w2eTKMTVtPC*)MUL-Oo+k48jT^5yM25~Up!oP?
z;lK~pBV2W+p&RTTzmH102i76N@#@(2?RTUaWgUz#x3!IV{+whzbRLA%zFR+@>peKG
zIRSaM0yR<Pc)`hY0>?qfc04Oamklt0jg_@Aio5<>wRYoPbUlxJ+Y%rj6iL+nuaV3L
zC65)>uW1=Hf%-#l<}|!FF2|M7zO}cand&5y>VkH)Wu_ggs#qDD_lVQgYC}RU;xkCl
zhK7b><KZ=bjiPY1vm0a?ls8@MeC+`Xny$r04B@-&kB>&jI}7`-mOkHal#ilc%A#sO
zN6=8)lywGjau?B%4-qs10bCyiDtQ+4Zx7jBfbgB29pM=EK7QTRUoHaoiy9#Sxq0&@
z^vt05!Vr-aM^Z@%H#*RPZpdUHBc5$3$jz0~)+VPkfvhO7sHmuEN5)0U+|-l_qKjx0
z+Ek^dr|-YoKRhgP=2MyyWU5%6pI={($-bRveE$3Rs7><x-qP-g+M48_-=xs`{lnA{
zNIrY@>eAi2Jxh^D9v&hlCZ^Fk?@yCP7f$GhQ+Q2r1z~{?nangLYHvAAOFc0&qki;u
zGocuD;li=RHpr|iU}Tcsyt&55M~b}rRt|Wxu&C(Q3$oP=jfXIOK!1XPA<e5}`OQH#
zI0|9klZy5^OQk5g;Ub+<Od3HODX@&G=h(8o#3067pr;(qe|sVV5)%`Z7dyu4yoDe`
zxBwv!fD?6Pocf(t=-gxGODLtdS4FqdoOzn$)%;x%X6B&XOlBW}HUV_xQdr0VCcF0R
z;0GnY1yL-Wn6|kEHlx0z4(tb-g_2&sZUTCf>N1>!amq61=JIlQo%i8t1+J+3hRt&w
zVbTTq^p?(KfsR}!wwIBp)=^;Py?RyCA0KT~4#z;_uyb>d)IVT*xdu^=psp(WgW@N)
z;}u2_`NE3E0OX>8g+v$7>0PT%7w4L}fovE)O7|87j%H9YrogqGlap_ODo}vg!Ke5%
zg3;?^<%*|%J#WQrARA(dQs#3p0YtS~>CcWvwZgQ>wrtZLzl$gc>{cl(LMa$QJ_Ca(
zuZ}b^_t^dAzF^m1!!hWe{neqUM^z5exel)CPP0<GZ8=oCnVy!DQSCiFJ-N0q3$wFd
z>?Uh1%Qn3qPt>@Yz<9|FjISAV$xuE1%xTN+!GRgvx4fdFbsK@ei<G1KT#HtIuzJB~
zfZfrhVSl&)h;^l<G1ysI4Ivv~i3(*`QR@n+PiX8VdtQ+E*egQQv;J<4-`R<Pm88Vo
zS|~x@hYuePgA#hLT`&glrR(7Ep~)A{j2-|$;BVA9G<5%A^T^?uOeJoWMIYU47mk5D
zkpN^<alb}NuCcHvfc>wpC$1Mudr+u@0cWc{UVJ0Ey-ec{H-Ak>M`!ReLdMsml6nr{
z=|gF0pgva{P$-1J7)WG}SI6!IMv+Dy%($+ARI2*?SvFmL8Un@Kfd@I&O_1ccUiw|;
z6&8&h2y%8H=WZsHD}f!U6?toGbn)V^D;bwYJ_q`wxl}&oqoj7nQrc}9m_E(ue{s(#
zXxn)dTL90*WNFazWG}CMlTna7)unX?{ch!Q`bCv&642G^d0N8m8!6q?7KHS-ay9GS
zc07-^nEd{nxx*x7Z)1W63dnQAgPO1AWQ-;1&6_uFVus@^cod*IzUJP``~b-j;*Z!$
zI9GjGw!@9D)ngA`oW@H{E)N$!ih3htzq*%NVLvrF&3gy*>sO%R>E&hYR!S8Wl@Acs
zEWQ0!kBZ~Rr{qC^ZyH~^Akbo0rnHcCA#045Vl~6qCNcCX@_XiI*XUB{2nV*!xw+<8
z2FYUIwA9otA0Ho8a>6N1?=9s>cV8<)f!;%2GOmGPYypmJl;#RZk<ux@(-=BQzZ6JN
zUvrQb>$!9(qX$Q@ghLXSU6;D)06Ca>c{S{hp^q~lQXD@#JK5*+lKX^$%fv#RSmsQD
zY65Le;wr)b%1dTwKDvk)(QgxLeL{Ggd^5p1G4zr_QIG;LC#TA{@;M2Jq`O0mdQPAs
zb)B5b4$dHt(uEMsew(LtHAaz-_hc*)b?triv^TF<F*RuqOcr$j<#mDTlNuT%on2g>
z{5kINe=GKCa8OIobLYu$sfi-`_c{cQx*SO4QguTE3Rbt{=g*%>(9&*l4R7Ai?C$QG
z{Q12k`D-F>QyYUq%eh~cC4s6o!*;9;3%GSWXN*DID?}|-)CgLOWu@8B%kG^7MAG)U
z^{2R5g4@0())%F^b_4VB^2YTxVF<ak@p*F=>d>P&iJH%rVCu{eByQ{4Sa~V%@1-1%
z;u!RGUZkiG%zzFqI?JY&^wZx=n5XtZhR}<98FnQLpvMf9CPxtIqf^;B(__0bhxM$b
z(=6+?JNQz1U5@FZ@2cH&VbpAlHlE;`1CrA|SvW^VX&59V0a^}MJDVSTXD|7XXyEtS
zb)`Sl)Z9FZ9K5R`z?Knc$<F@%=b=xZ3LWXw7~CNzFcDh`UG-V?A`M1a3ba|zm0w7P
z?MY3gL#rD2sIHzKFUXv=wKdhrJBIiwYW~%}ryt#T4<Ul0<nUe_MUj(`e1VaR=gL%H
zmH!`!&;Ebv@0lKNu<KMgFln;A96vNQH6?gE>hsp+^l)?JSbU=1_u;9bweOL{_MZ4u
zu01Mn9I#{gc2XF<0{QB!F<he(lK+<6ACsW&%z;Q#-i9ybS5+mQ!Llfn1oSod`)7U>
zARo~S>_tA36~JsglHAV7%p6-CDtN6|WCr5Q6h?=}Cauw^D#9s>m%Y8}shfY+KTVB-
zdIZJklQG|Nes~$}x>8Zdeakh{?bef#hV!rJ@~Es7K<l<57)ossMs9+d(!-cS(v46D
z5>XG(E}dq4sqB!+)eZzzT$(Hy23DI7B)_(<Zo9<k8sA5+{Z+4yKWCf%=D>)CP)4=*
zJbU~5rl0JmhKDZ#fwfNh9zF^_-I{nZqsKlC8><>471`xj&&?L?_^XU4<Gvw>iduAO
zKmekZa-g~l5T<H!=f@{|bI??^F{?uqJpmXO@Hd*>6GE+v0?-65gvuJFrO3Z9KFWnx
z{}3(TjQ^a5;?v(sO1<Uz90FXFkkBWuj?XnUW$=K(0qCU1vs65W2+e|_wHTpE!-$9o
z81lw=dU@?QaTJ4}z;^6+%p>Mu=~@(?q97}NMDFtmx9Z(|3nhA<3R}81_2*ou{NqP6
zG*KG(Y|Gaz$jZog#4JJ0839n3f(bT;NmL=&)HR5L1*_tS?vQg;Vy17LP(Hk7sG1D-
z>$qMv4MGd+MvnO{zu!sswY8}^%3<~*=zs3>Dlsu9b*J*(JE?cr`*WY$`;+uA(yE5B
zDHF_`Q#PY;NB(`I(b-v9gJWj7i(03;H)PqL@el8<42*%ZuGoZ&cfmY|;D0PttaVHP
z%2KfHxIWk6Usp%A>VSX)!$|GDw@m!m_f(JuWqc8SLM*mnT9=A-@!|(agv%lHS=`v@
z22=1qt^I#LVZ25`!21=ft)p!dACRWsIy>b|O>aQ<m47J0$%OnqRc=l=J3HI^(e`0h
zR+eF70LG<`&C${eFn0$=L8wZ~D=R5s^YZZ#Lkj)j0}sUQv(1E(Ef6Q{z1o~=kSr@N
zzvE;hJH<dw9#&~Rk^y{zjf*Q|WMou#%Ar?*4P!z3y8Ty8q0*r*l9E8|Mv3AnZlQu#
zKxx0z$itTqTHV-qZ2m@-1s!&%(%%i1Q;s01uo_}p1RYW1w*EbqUOfL(XE|vIxU2P!
z7rqqk8$XS%DaJk_CMNEL4F0oJCX<hlZq+dEQE|It(LXhEW~l#}BP--NsR;)gTO<L4
zM9Ry=#PZtOTbZPo2H-7QwF`BcC`}5>%AS91Y5B0V<q&+TlvfgfGTJ<$bS9O>j<Jm0
z^}UDs*dY_im!#oj91Vjq)g@n0oly}H#5a?ZyXVazjP0J5@Hr%NC?eYeXOTyY?K!(X
zS@*_uxi`>tef%ZBjDXJD&8Y9N`=ilRd}wOe-P+0((!~W67xa9<02p+%q~ZKKWdW6#
z=BeCOSu3l2NYCe53EWQhEQ1$9Ey^77{yKSe1k=J|6%k!;tBbA@@eO3_DEPi4n8-N0
zx|&9#+*Su~9>9Y@5#&7?@=>5gLk<M@KndOGvzgOCH#Of!1;(saesrZN6?FvRsi+k$
zvK4BvxxW9o1$hW3J?IwgM~{j~<4Q_OCd*_5{#sIr70QIiG4D{&9m;<n6<zx79b;?K
z#&5aSPQz~$T?41B*OBST95L`UmGcEKP2SAO90bFMzv%3QU8dppA08fNy?L{*+t+t*
z`JT&iuXKe6By-Q6JxhONF;m_n5&YNnDibNaAfg7|Juv-_CD3rZNVC3L2gfQYD>s2h
z`}Jag16TL{{p>?iHqc#dz-i$CUCfM(2#9VPR|aza^6g-n2xtTiAuvK9s`X<Jr~D1<
zb-Su6-PXsOAh>`~Y@i-LMs{`;9`aFygqX*1Rt_O0Egd*H_2zm+DqS`s68RJwj0Y5;
zAcQx=*|#a6^^tnFAb&&)$wJV;onO8L0biAaf$W24aNcV(&Oc(v8^W&QZwqCv<ig{!
z*e65yo*sM!Re+vVv{K5*$W#>E4~JR$e;<X(Maf^2ke~;pUgdMlOU|M5u80i8%<79d
z?^2~0^m9ngi=7w<^iwlfSXf6#b8(Ja)6$RQtiwU`S==rjQRGUreh}Qp1If@$YCBeu
zvuwETEN5V58x*Iyj!yXMs@3{Okj%;z9x&*81|x7N8%zYSqvPhJc;Bq<M;j{eiZEWe
zg4o*KZH6Y6i@KcqgVvzl$FmN|{hwkXsjwO2E!3|jp{J)GXD@|*1$7}8rEFD+d2<+>
z1fI|VHw^h|BRnkuMsc*%<Y_MI#`WulM_V(HcF4iNl<RSAID_Aj^k7o7e7kZ`J#4Xl
zjSCJu;bi<Y<3^=k;8p938aA=F(RG&mQYz@u6<VDfZbh3LH*SQ-#Gn@wbaZ895XEB;
z=@%Z5$)H?Uwb1iJ7+#N4OG`-wux?u@6^TrOYJUC>l;%6g$bbwJI|u2hHS)<|%&wHL
z!1#61LsJ2+e_bF)jZ=%A2U1zPZ{6Lmw47^iW=bG&c=?Tzb#k?PKR`~SY0S%%FQObC
z&u8l-Ul|mpTrDzr70w<HTnNu+$#NxvK1)9+X?>x&AsBX5Y$aPEziazFWY#F$A>8m@
zm}O+D7rpb-u!|Kkh53i4+CQ(trM1`@jnn7l@H6x<h&%pV(3~jVGE&g2hKC9f%JOP*
J#WIFL{{>oK_vQcq

literal 10452
zcmcI~byQXDxAg&u14v6q2}(()NJt|hDJ39{fHcw|B_&7-D4mkhB_Jg&f}|kbA{|Of
zc-QfLzi-^}jo&}t8266h@tkqkXYXgPXRW#BoNI@vsmSBwQsE*H2z-Tmvg!x~8Vh_r
zMq<JLrE>Iy@Fwgcr{kjGVBz9!;$)6cHgR#Zb#Sq@GNpGjcXGCJu;=Hx&Be<>|HQ?`
z(OHC>+wT7!z~$g%$vs?5Dh4OPalEJNj6e{Ypk8PN68TmL1gn&Stdyol>ekFN9nI0-
z*t<Is$k2cSqU%mtvN#x0jhT$(%r~={G!6F(I~v8j`r^HQ=N4GSCWz7Se$gm=!fc4n
zzm&LEaf#7sNJ*fKRphg|npEe5r(-*W$ziWd5+kd)Kc0HhrRPsnS&UKF%{7fp+LSSw
zMeq_yhjx5YJ`d(@Ipgy>+Q#?u^9u?JnqTgTL--F5s|US!(LORlDlRVm>C-13*U_LD
z3t5ZxHzR4H?#4DYc!+z-%AK)HiZK}((Y3Q)cwAguq0!OuDk=oo+1ZY3!%T@uNlBGn
z()ajHe)eT5C?V7yJV2{&%zOGKHa4KGO&TGorba|VLlg7r)$_qYHH{aNNGmK4tM^Lj
zVprv(XwVQj`T1`f8)>X-s16SgC;9B{?OEB_7T==I_)*bm@`Eco!npShXQG6kcx+r8
zLtKx`XMwLNo0B!{?}~~xXxyEg0^;K0)&c}$rL%}~4P{vKLKHaZB)xdUu0~5|`AcUN
zI8XQWT{af0s;+)~KQ~raSGNLgduuN<liqFl(<?6tA?vTK%`!`})_Xj6d9TXA8*@`)
z4mqKjAaByXy@9zoll^pEme2Y5(cD{&e3jMliW}K)-@b~E$3T4Q>5+Q+loyMT&i3;<
z4#SsFg$7qLGBQe0Hx4>64@A8_!Lw)2Hs@Nd@g-fx!NExsup$w=bH~KqK5BXS@dpig
zWMP6rRbW*Wf7CUJ(xW@r*w{2;9)t0t#L~&UajI>MK|~sv%a3!OE_H>`O4DA^XoqFd
zqZSt((qkE#a{uvT#>1^C7B|WuB4XLQcYpE^D13hT@@1wb8)nH!e?I~2R=}9TJ&kYK
zu^JB^5H~h@N#(vHsWwzpWKR`!e?xMGfu_1(IY*Q2&wZsS#6C&ESe05Kvvi@Ry3_Tb
zK=RkA7h`ym{^L?a(w8$ET!V-dvX^C%uNd#E{C|GrvvN`|)THFMxa_sRiiXO-7cZ7R
zzh+1HLr!>jczm3jyLNGLaeVe`Kv`FiAt#CVB(SBTqQc|*>xcAlJ>~W@A{|{_*53$J
zm6T*<WrGTf7=r|4nC*mh_4G_TLWw8w1+Xtu`u8Sqr&Quf-@|L&NYpSjy?!^6D%a<Z
z--Y+_@864&LbI7Ua!B6L+Jn?L+(uD&6kNvbA@~S?*oxbtqJg|2IXR4Q^7+0b{sUjb
zEH!#QzRLbRh`oZFl$$hCNYrifV-&6EI?Y4YD`&Qj<<_HY-bXX;w_R3=Z0+n0-c(dq
z2T5m1=BuRbHxG1UVV|6wATM9Wh{0YUPwB-b3T<o@!@w9scMqbx!N)heKl4G*X3V%d
ziuU;AM@CIp;fD`YOiWCZe9sOyp9coYG=+r`Nh?j3H29v2tb9qqCL|=hOe=B)VQgaZ
zy!{2C8Kkbq@h-!%lkn!|=94KF=};+VWfg-4H#wiCj_GNA4Q)B3)yk8Q+YGX?tir_7
zjA5~)|0^FA%C|l#Dk>7w(GjSssvaL7)8Dw!9<N0zoqRQ}Hr3S3?CJKjaH^Om2{AEo
zXk;WN!h5$Bo07*E!KGj4@6ddLMarxs>FQcjSi}+}K*~HbFIh!f-{p^XsoZT#4<UK~
zJ}xdE9vVVQO3KmEQS$CxENK}T<*U+h8k(9Ix#~APn%vyn9G^ZVZZwpR=$wjb`8YTA
zDj^|3rbN4acGmDTJtc)2O5(WK@F%>@e;>tT(|SGc`bbZ2VY<F5J~Q+&P9^P0AT}Z7
znak`CleY`Z@`aiguM^*+tuh&ZvCL9e4pJ}7S(arCPgt&oJ>Q&Zpm;$*8}RxyS#fbO
z0%2}$J~=irTJ#V<of0<~{ne{iu2Ip{LIg`)kxMshi4OuCr{0oYr~U8Q;~F;t7j*o!
zqFik?f)y1NmC8P1EAP8H$gt(Mj3A<=jf7O}=<dG3!h+q|*-0tp;n*~{w7e|afKEEx
zH~MWnG$Nu{K?N|gr>AGU+KN;q^)}k0M~@0L*{bblsLGmuv#s=}h11>f63}_zGxf^S
z(((oa16mxjazK7QOW&6-uToPl^Ya_NXhbq7CtgKhU}Kwo^heWa@)AV9bg4$+ZFTjP
zwY4>mA8GD9W?h#XPgYW}TKWdvmI(+5ZhP!zhPA_1J+wf?ym^C#jr~HzLHuaiIZ@1$
zk6AT60>HI3@J3Lzz7t}yBS*c^MNd3}7gmN440}l=9hA*4bJj^=Bx`P-d*}+-+Sb;F
zK?r|viPg~3BAcvrDD#<V_IWnl;%Bs*iDZyv5iT6HPJ8Tfv~3{fd#3aEyB~%ZK{%wl
zKYO{&e($d#{JEQt(Rq1!voY=>ttQ|^`ua2??%Ty_XSaQRyC|jJeh~i=$-wz2O*aOP
zO5`y?SB_x}3cYXHSD2ZJ0NinOcgIF7fB(+F#ijE1&=eJ?WI-G9v64sFqN1V*Nl8hB
z@7bRG19Z4ATali%?U@D<!lloT`5@eS|1J~y;KJTg_hd~%sZk3-ed?hkeGsxtrFMJt
zp;54Up{%#Jn4!l4W?zPcQSmq|C$XQiK8%#5t-bw{m6cV&yLWAGI3E#_kX+Zc4T>Qz
z?)QE^KW_{>^ENvh{adL4=?!LS<j~ewFd%1tnrNN-4&B+=84)q@^I$xRmt@ooIhZ2~
zDu5v6H8q{jFJbd|?LX14b3`jFEW92Jap`f1jay-uGx9qp1Jsk*7%N$`r)7}6B9heI
z-HpAlurS`@Ct>KlC#R`}(~?2O5QI?04|SMryb6i1`|DRAr27?IOzmPFll_D*>3674
z54YMO>G!&?`F(^FAc&}_US?-sA0Hn_6nOeNY){uSpUu(dF?MlvRA1utOjdEKtgh}z
z<Ta}<OG{0i2hiP5kdu=$X$`>is`bAA7uRK%ZZHK9*-)5HK2H?;avAaaXeWB2%F=9e
zyrR6i`s+={!%f{{qZYb5&kj2PrSW|y@VFa48s*3mEpAFHi4w(q=tIy83X)}b|HN78
zOS%Mj<gz_|m5@&CV}{=a4)o%V&Q1n4w)G^oWZ)CxXS*^U&z>!fs7gRoUnpE)BaNO=
zm|o}NM>x8;$f~Q8j1}t!rl!*9xA@X(Yipyz0GxyWVJwsn)D%xwOniJ$XecsO*tu)o
zQg6&{IjCCcu7kY2iHV70_->bzn;Vu|)#uh?-KyP-(;XDgNfU8>cf?;!E6ngEBWvrE
zXGVvnfk9+!EXmde+||d{)>dQF>p?_urJbVAD@r-Jxmk5}lyJHy-%4qH|D3x=&<K+d
zUK0<}=X#NrMq3k#v=nH{`p#?RbpQT+X?1n=w59s``n=+hY99FB{9Rn?@bK{Nj|{)-
zTwDZzPPO(k0cB-nloiD2{&_;xnj$?n#l`6+CMN1!)<_l?7wHpv_qH2$uJiM26dxlC
zgW(uPkxPq^M5y$bd~b)BY4NgkromkfCxU3Wa*dG%pdV22ez6YJs$%}5AM5KcBO)$;
zddycaYRzHPoZ6LwWXK*=PzehQ3k?fvT^q?aF*gs6i6OF`Yc}|&5LBF;0NK5~MBcr7
zm#JMeRB9kvv3NbG+R-(SM8DC4IDy;fE;NY4@lfI$82Ep&Vx-aYSGnEPEe}smE9@?F
zzN<{o0Oz6f_4KHqUBD%nw8esm(B}&aF-l8Id4z;0*vX-OhOLB444bIl-i>T4H)(g#
z?nvb|3z>gTEUkAdZFzq!KVuPk?QPGWIsJ*G3_(a`7UAzdek`4x{ECl(+Zeg(ygpII
zvOU+rt<4ccl$|@`RQdk>U1MYV5W;Jv{44ttmKiv7lngoMP>P0zhPyw1lKgX71(k4e
zP7-zkSb_-_qQPxT+Qmg+tjwsaHl{)YXMHNF5g<2?MYSteF#*-#@u_d^R`%jC<ecza
z@*l}py&)n(B`hrLitAYK{BX`~`I`4G8Wu2~{e73^<z;#{Hrxa*gMg$Yg#;de<{K7>
za*sVz#7Cf5CYF}@8veae6bE+l>Hmq74|a7ZA+69{@<<xbe)hWJu8MZad3p+ewHDmm
z+N$ZEo}O0I)ZAB^Q$$+L_W37Aa$mdSg;ApyiA_l7&x?g9C@7HB8m)5Z{^jyb?bmq-
zbcrAVKYV-nX4?rq4#P%Dz9glFdNc$8gYj&m=YVFth2>mjC7<2K+WKe_zJ0CC)GN~A
zGr>CAlWe(g*nVPaYP=e~lJk1!9|YnT$4iz3^dcg94HFiiIbMc`qfo1ZK8-gYKz}i*
z*%s=26~q8wZd7?WkIT+1Eg~i+#=p3j!^6wV^mF{pdnzh<qQG4PF(#s>TU*g!-2&!X
zAahh^9f_rp#B`|CVSE6D_a4dr{70PRREXeUm8I(O>1jLATv7M!D=580di|K|QiJ<W
zNOW}c;3$c7GUfUhur!6;WdV~m3>0BabDx#c)lC{41uBJ<YH)42_|2}bufKb|XLdIC
z=lq(fsj1`qN3<q$D^Vxu<QA;j8x$`s@P0zmTDtb<7#o=O0|(v7sMMI1vevCn!H$0}
ze5UK2<xjnUbFPl$N2{SuOxdc3Y8oiTk}l?n-bE=UCRXmcp`G;(@`yKpi3NCP>g}h}
z1?xZ+Xq1`g|3j2;E^KKTzDR+<h`*nk={h+vVf6#|Jw|*gasjdfX=vD#sjh{iSC*Sg
z2Aylll;jG;`L;USYd@wuJA@aG=7w&8CTW%?+fCr9RKtH2hrlEFxfOHr)NM*QIQjX?
zZGyW!VKEk&!cl>+S2?;?;!DN?IB`VR72rUISlOPi|Mz2rw)+d@-UB84I6X1{ebZPy
zF+mJv6$&nWNk>QMj;qgo&wnpK8<E!j6OnU_os&q#T;qXQ>tw9)utp}Q<|(IyjF0Q2
zO8C*?k#l^Ua%kavd=M1FEL*;;si*hy?93aO1u=rhZByq8Ir$=#nshLTTWJhM6=>Ho
zP>;qI+Wa>SnB!VIJ29cv{rhJhZ#m|;wML5w99<tyOX|HOT*Qgk=xCyc{|aebg=@`n
z%Oj0*TEX-PoOp)&ii!(sYhgcsI)Ti7&Wj~4FHa-tb{Ryn>u2|^NwU$=QP(I@Vd2)E
z9tHnU*PB;xAFK-onOY})T|~>Fh)djKy@Jbn<)ujXm%hFr8{s=Z(_rTb-`h=v+|<Z3
z9!S6A=<Ga_l8Bi9eXt=7G~pFJ<O9MH7`svuALjS(-^(j1T7j4Bf-=L?y2FrzLo5KB
z6k72ggaz7o-P0TI-US&@&c=XhVqj-i+~h$Lla(+K%&!i;)v0r2=!(7;oy2dM{p@Hv
zyNeVU1GEDft^_mavnX1|!O1BX#sr-Tv~p-vR4IQLIRbhbMx-S~6u#(!RUR};040@L
zLd!W4Mb9~Tw)irZ)Zd}yoE(TUY5^exw75n_Mt#YGcsK4w5HY1&jpUh3R$JZn+GmZ8
zjolrRzh?4txhGNBnOWb!05j5jcfJ+j4^3QZqhtV<Lk#RYH8oXaXHD_4bj;)qGG=8b
zjQ_3+%^k0JVNua40$LFsZf<TjAnQY>H`&?EKy+I6_xIa=EqKs3F_BcFQz0F%<NJG!
z<!uyBZgFv6fmzO4wx<e0lZ~wT{O}PY6I1K(FiDl=z+FwvD?fk!-2J^#hS%&Q?dEn1
zO83PL`6zm3W-NY-KL5BlQXrbx4h{|v=-v<@k&?c?zJc9()?x@Xef<d6jj@HF-+M)(
z4a0^?ina!`WL!<N?F~p5R#rkx+EM@Tk+`_SbUWY5u7%)JGkb`EdC>_}rQB+SIjthk
zZEJGjZL~Ovz?*Oi?nP*E1;xc3Kpd;P+1c1+>%-K5m&ixcNtI|XwFY8OzUc0Jng5>G
ztc#w9hX_STM&G?IsCW_qO2@K4^?61{#;v@(;gYv+Nc~fU9NLD49&GY3T7h#j-ss8i
z<m^0D>tM9?l$x3vguE$;*MP1nXi@(*2um$I_)A}k5aBhyvx>~UuPZ-(yqNR*V^ID3
zU=2DhE-o%(97p|=p`JoFMagSf*c}ucI>x)_1LCJjnfKOzuNRdu);O*0uZ`@1wg{yS
zi9+o<WYzA$0h#EP64+jpR0k53HlF1;mK`?&;o9&~WsY0eU1&$Yt1-gH^LQv*4qfhN
zZOEAC(cvLEE6G}KZ?BAw4rOXun(K$9?&xb2oO%3~{l;xUI7l3vp)iF$ytE2E7bolD
zvX%=fho%GV!0zNr?(Rokb8$V7>%31Y{f7`>YI$`lQJTf{JZ9zOBoj!VY;0=U8++uy
zKu<53Pc8WP6VZ?<Fcz7VTXuu_s@KvIJL(3Xj%LScm_5Sup1JwXp)K{UMqPVbZPCLr
zDsQ7zPve>}pIWsH!zQnVO<muI#mkD}&5taf@H{jsq6eA-TuzPcwMbYF$cAW8fGZyR
z%85m^(TVFR&GU<k*PqasGG~OKXe1DOBq1S%=oL;dWK@K_bH1`a8RBFq1;!YYocz+~
z^pJs%PyN|+R~Hs2$Km>v(dj22H2!KiO)ae~$fj)9x6?B-2h6rIGfK^>V!*HC6B61d
zC#lHE$zxZo39gCL02`$gcoNf}sNv&WmLuR-ELWQ<5Mf6aL3fAht$cKss>FHFLqpHt
zT95bkGw+U$!Itzas$u|9EmC&0JrfR`=q2f8|MSx$n?H|o)ft3^uhNRR@Ej*W`j0Be
z{*DsVwzn@;Xzq?jVGHOlA)TllLn$*gCv+l8$|ssd^!)s!fmrzHW=cB(7#hlVju&2B
ztNv4>UWjre(Jo<yCa0z!f>pZkYe0gc<RU-8o#6824n^*!oZ4bFmh_?`b^u|Ng#o5%
zCU`W~HIt9$<|si(BCMIqtlyiD$b(e`fj`=r`*zh3g_l4fPY5))@2l`MYn6Ncvbano
zfMkDITKp?riJ4#5X|l#9p??E(FBS{M&l&T=JEy;U;#fZQ_uo}e2vcaDx?(@q90}HG
z(+-a7;ug3KJ55J)h<Ru*tgNgbUtIGYpZ69KPZM^=f~1rOs#a>y5CY~>PEHOz1A|n4
zs#+7e3WiT?8O~KPkMePb)zzumveu*1{WY_%6<x7CkCnI*_>+{n`uh5GpaaPH?AAKW
zHFL1ChGJr3R`~lP#<FCv-vfIK%n){*N0jkmVqx*+s`s3opVxFl_Tu}l6qPmet?QTt
zhlEuAIp6V{Oa!+0?Be9dMttw5PsS0vhfC2C>*vImYEnNoY3+VbFuD#56)X@81SE*r
z&TLa6$RLHqLZ95x4vo1Pk*p6K`VB1JwaeNidb#Hg{QUfN4GnJ<6S%y3aYtzrdcUuJ
zEsX2ub#`_R%vg9vvk9;`$z<T4OzsOhb|aqj-NTQVOe|l;)QYY;TaUgY`{2G4)zQ)6
z)msK?5q!kSZ=kzC9>w;=YHaz@TUc1Ej+IcmZBG~077v<XLY)kIewg|E`M!g2v#JOe
zDRr>OUU5mu19kQ6rWhJwr<_?SuPiP$_?^euamB5?jc;W#TxAW2Z6FENyoz$+Dk=~=
z4~T$pEpB4^1VtX@@pPp*9#FJ$-*d11_0isf0i>XIx$_T|#-rJ1b)LWSZoTS#%qQmg
zQx-OiWd>w!h3!P8h~o3rXPUAFq}<@wK>w07F<}6|>*+!pW?Bk$4UX%BB=98+eGar(
zU*89Z$PDgZr`g-H>HEnxnd4CQ4`Hhnhs$(glvl4_z3ay%CPsq-{qYJjGz9pHtzD7S
zPodvgzGMLq_w@8kU3vZF1IGdWhvau!^V{1|@$pwMu&~yfep(|1Df+&Bqk!@Qd6PL5
z{Sx_fQA<;ko}C>pf)`wg_OY=sV^0RG%&N*tlnvBH31%zEx)`tC->0YF>aXVPBoYBQ
z{yaSF8qQU$Fm6RZ+c5g`?w79*%OQyIu%Wl|HjnUER#xsQDhB4~|KRT=rKAi6%LA-^
z#hq$2A3__IG!Zg@#o<$;s+-pg=>(n-@$vIVat$0Qd`k>_?w#QQtROHj@Dj?<N=gDR
zMFrJ4VPUSHaa|u2mi%L!1V%@zHkt2po(?y-JEV%ZeqP=a$dPm304oC}vofoztNT5I
zvMNH;?>t)sI(XZCn+EX_u%B_`JFEo{#nF|RWv1TSMgERZGkAkCBo^9&!OV{6S6a%?
zkho&KD=a3K`s?j=Z`W?YyU}!!AU=S2p=>j-?s%f;?&w)sBk8Aa>v(wFZa&=>1v1w<
zFhD5z<?$?&;+s{@oz>M)Q2(p@xL{k^#_HTA{Z5zF(U*Q_s=$fu^-JEaalpTWi^R`B
z5QP0Kz*#JAY}7y1E7Yunsm}0Y-V*)#*cz*m5FjZ0LPA0i)h+<$jreEa;8B_h)|O{n
zTorLC=vfp7v)X3rJ!e%#g$cB#zW)BGiK!{-vp#5p6Hrw(W$rt(Uw|%HR3-{&2;H)u
z{`7{+;4`IJF?`Q_deJqg#4uj(%#w2F*{x^$tHi$!4oYgzASAj_LptCt{C$-fHjSVB
z`Vox#5SxjGK;X}@fU~cFMDjP&pTB<b18&sU)s<5V*(YwErfb1(#sR>_LHLfpW`9^M
z5wh#E==tm!|LgmmFk-6y6+(4i#oI_zz&Y8XKefmAcmcahr~MBXOn-Exq|g8pje!L-
zhX=FYSNRgu9QSdMEVhWk(Brv=XS3=Dp!kC8&fe)BfF<Vd-@ga<$XBUEy9%ye4&YCD
zc6pBCwa~0bApSM+)cOw}tREf!ZZ;|~M5EyJl57-S*dWO63c$p3+?o`Wm6zX$5FQn}
z)pj)h>m?aGOvl2%8TlEo(E0o-r4#o?;^BpR2}u?>lxmxS&ceQR>sCzfca%@Z#>NJI
zm!^YfGj^sH8`<#4$ij~w*zWG`kR)edpt*Lf3kXpzJJt6G8EFs16Ei^ba$Ns<b00RO
z)l9miZ9H*e)O$wi>%5mx%uZbCp$nGGuTq3nx(5&f&161kG`{%MS=uJHo5>=o>0-Pm
zv>jd9as9VZf2}0H^IEb{GaLK`w%53p1L>m^m$oj>PhCHMQxQiwV>>N>2$GaSW}BY9
zRZh7zK%;7A@layM{3!?nI&7sW^99qb$r?(qlEEHAocRnB8+a=#F5G`<Q&qdVT<vq}
zR&3BfE@VGFcvaMDuDPkzE;))uH~>0v`_K?^1aEwNJZi`>&=})mMrTEN+mRlUpk@Hu
zI&{YT)n^6ldsU)bU*$T-8Srj$#ml>IP?{;e;aJd|?e2a74MXWvL{v28<oGy|gRVK@
za6azJ&hM}3)|orqnspqHZhWnd@8ZY><G9oJbW6x>bDUROOUt}cr_LIP3~JK(SMbt&
z-I}UJAq3FCrteV5;c)*pMn@ap23D`mblrB_qy%A+Z{RCasCoV7O@*&p-oQ|hqp|$&
z<q)vG(yJ27Hn~crGUQa=2e?#n)zz#FsspELMWZ5kA$PW5E@%lp{Ny({v)SI>USnrF
zWswlwm%i0}zlbE>FPL-T6Hh_k0Uhdt`tAeEx*d9H(%ZK;PIvtNoc2}Z<mFX@9xI3G
z66*blpT$7>7bhpD^pjI+Gl)I_Tx3#8ijC!dLw!B3goMN){H|ekU~h(fK0r^!3*5HA
zht*$Fgur3cKNUEI`Or|I221gy+I~heN~Hn(ufSe6ID3zDo_{58cCZZxi&mURP*7`X
z{f_V1?OESbJ5(MHT+uLlQv&_fwm(%kk>8R4N`G>mWT58nbz(`au~Mt5s%re=&AOx3
zd}8$jcY+4r$`gXSiRJvGAJgnI;JUEa;bvhi$D9FqY2dzhhD&5q7}~ue*kXjhH->PO
z?KkxvACMYD?bj)}o$}KMlQtxAuU~hf0%Pd4#&ozC&Rxl6@S%Kj({^a_0qYgp)xoU3
zwzdG6^i`IZmt$qvEEV-;n{3iIsRa(`JDBn?mu!33c@s!F(^i&ORhjW6MZlqaU`sN`
z^(3aHrS-hPiID19;|8D^=34PRJ+uon2eA4a5EzKs0`4VIDj=F>@Zx{RF=vJeb3vFB
ztDk;==}s$Y%0L{@F&`1X{71F+R@ZDx2<KSRn}1Lr*fFb7&ry*1;EW8mf08!PhieqR
zfiP3MPBnnM<zQk89wFV+C!?UKGV(p?T&3j!H`@US*y1D`(eE6a0=bWre^?Ab13rSW
zi$>AtCXhhe(RW(5;C5q4v>(YaF*3^jIQ4_XzV&2~KF&uXgH^bq<&PA~Znf-J@S!@D
zZLDZMS)oS3J+KvBm{Qol2?GCQ9&cAV+L7)03_rCaMrQHOJZ<J?(|^Gcv`$7D7)x4o
z((MSPva+)?z{bu#!II(Krd?)e;Bex1@hig?bR%?^)C8Q6=H}*2=s1&aK0>pe00YEs
zm*3l6x9&aevG^L*$n_Xg_tc$mT(jvAj-XXC%J5iHGY)!sf8H*a(oLC=%Z0UPU^FDc
z;J~5E>!6e0ab6PGTSISKjn+q03s0d`-;BZ&MA&V{V9qt6bN#(LdibFUi%P07C;&+N
zlG&eN-*T|9ytw1}Gbq6Wi-6`6ifeAweA9seFYK~edU|@}*Ur}!CFl$)B3zv4T{#o9
zKTfmTTt5Zu0FK9}QkvO}6`R25|NMu<9}}Pl#ej30RRiKhwcg+amF<D;$-N2A)aGJm
zI0pwu#KG27!Z{coSQ0m66M_|sBnukEyWS%y<1E}$9UzRyK(!#FZbBBBzJC20tCvH+
zE{0R5+#mcBs|0UOR#qZb>2ufvfjq5`ET#W(NjGoabd9=dEj;S0-7~1d7%2#*#^LUQ
z%+?0vSp@*qe+yN2joimXfrcf3^Ev|ET~yJdLe0Yyqnsh0cE|fTX6A!ycqEN*EWFgK
zJuLbXThY<cQ7u)+!h+e^-Q5xl704;~gkYN@|DCufn{a<#E4S{G<^o6B${6)B|2J!x
zyQ@PtP~7xWUmpzTn1I>l9SL(XP<)<idL{&8+@be&k3eD=&wqT5)eC}w7I?K<p(aA9
zMOFdA2-J+2j4T-D`E?&YECMEW0|PjCvoqHsQCU@`tX`Y7Lx_*x3F2p{#^xagCT12?
z^XveJUNsW>l0)NONNc22aC~ASs*j3L%kNeMtbxACQZKwLF0{VAZTKTmiMjoIZ-O$N
zYM`t_7zt_?yRx|0_Q7rIGjyEn+P)FIpq|HkThTYWxu9mh03q#!=~@yDgWUq}%KTds
zGqFpP*Nv5up(eUpA)NPcm{_`W;6Vy%UQ-NqZf;AU#dldSnq4-=BEicE;O)|ZXoN>a
zS%B#Q8IfCo-WAleVb-U7nL!{=wEyUz-c@RRzbA|rrJB;d!4n`HU|HupvBrwa09h-7
z5-r94|AbyKT=EmC12ETOnHL1bHs4A)*x8F(f5P4Zhxmk|IH=z6;)Q%uk2;En#HU_>
z1=i+!e(<nM=gV}`Buh4>x`swgNj`{>Dq#0lIk^93DQaJPl`r3P?+&K)zh&`B`X#F{
zZ`a}WOfUFcNuXoRA}WB+SAyD>tM(x0)a!uY)YN7<OxH1l*;6NIqs_6TRdAv+2>!h*
zIcphmeKjXj!G|Wf>V;LyA+@!&Pxg*aPAb;dt<yZbeS8kykiGl2n7b4A^)MpWqJAm=
z`>P0$Lx2O{Sokb3WtyL)&k8XM<BXbHDHZvvs@oA$PSH|0(I~;eU9m!96PYJfFh&9O
z>$bH4{#PbMCcAU#pGnfzT|Cq{@9*_WnmPyJ7GOwFBat_)_G_c8Wo&!a#?CGhgiFL#
z{yY`oFL^OqT3TLyO1XZ2E{>t84ON)QV_;y+AMY*Qc3qF}X>Q?NTw1CyX~*(D7=4I<
zXLO?6=X@SI=zeLe0ZXhE+zaTqBNvp(FFHn#=KP|8LYfTcC?Na;0??cMgcL|bMej?&
zECLUSGzLa#`zeN@7}zBTH@9lF2Mj1CfJ*CvEK3Rw#>B(JGXr-$yYsDyQjz4R261&8
zV#l>8yuZO6+-67oKHLh2Zhhnb$SNE6A|jNe0gm`UOA8amEU>09^6<MbJ%%!R3J+Yt
z2-E5jCQO?}z8}wWs4t!Fv~&Z_K|?$&)rW^9&`?uNn%j>4-@NeQiIgjLy$8QPeRtZj
z=b?f=ab2z*pDDkk+F{PHk<)P>bSN{JPY(<XO70xC;c<tOt6E#Lfhjo%ZXLoO+T-?Y
z6T6-m*myFAhIHUrAP`_e)_EPgd$NacZCC>Hv#eH>>q;TME<mC}09eH#z~UjZWS%j-
z>3MwH_pI&-uR@6yeJ8mT05)o7@q6D&M^~4Dkr896)`3DWFDM8jf|3_KI5-#y00GnN
z-F8BWP^!2JR$+xfVAzr1Pqy{<t8A)O=Zvw%n1)NfoO$~9f<+|v1~a7s*CW1%mgMAM
zfG2a?`<Mra^n0z{Y3G435><P9E|iZC%WNMQP@TGtL?Vfp=<o|&yHkKRlT<(MA<@*-
zL|J;Vx|1?8_e%m^zQk3iLFSCpI(&xf$K;HCEezJf3<0|dAFQ?5^(Y~8ffYun5OO6_
zyc%4pv3h6A`%28RoGduRPPxjZ1zLkVP=YDf;p`+tME)=)fan83`+6~w=+raQ6|+d+
z^z~ki=&UA;G45t*qY+avv6x=5Ci|-Td1fy!0-n+txcBcT-cUVES&sPBP^qtM^rk0%
Z7PqR<lC5VH;R!>8f}DzMskCvxe*q@c+c^LL

diff --git a/_modules/implementations/convergence_controller_classes/adaptive_collocation.html b/_modules/implementations/convergence_controller_classes/adaptive_collocation.html
index 804c7d8ebc..d147cecaa0 100644
--- a/_modules/implementations/convergence_controller_classes/adaptive_collocation.html
+++ b/_modules/implementations/convergence_controller_classes/adaptive_collocation.html
@@ -312,11 +312,6 @@ <h1>Source code for implementations.convergence_controller_classes.adaptive_coll
                 <span class="kc">False</span><span class="p">,</span>
                 <span class="s2">&quot;Switching the collocation problems requires solving them to some tolerance that can be reached. Please set attainable `restol` in the level params&quot;</span><span class="p">,</span>
             <span class="p">)</span>
-        <span class="k">if</span> <span class="n">description</span><span class="p">[</span><span class="s2">&quot;step_params&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;maxiter&quot;</span><span class="p">,</span> <span class="o">-</span><span class="mf">1.0</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mi">99</span><span class="p">:</span>
-            <span class="k">return</span> <span class="p">(</span>
-                <span class="kc">False</span><span class="p">,</span>
-                <span class="s2">&quot;Switching the collocation problems requires solving them exactly, which may require many iterations please set `maxiter` to at least 99 in the step params&quot;</span><span class="p">,</span>
-            <span class="p">)</span>
 
         <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&quot;&quot;</span></div>
 </div>
diff --git a/_modules/implementations/convergence_controller_classes/adaptivity.html b/_modules/implementations/convergence_controller_classes/adaptivity.html
index fc01a35c4a..094fadaaea 100644
--- a/_modules/implementations/convergence_controller_classes/adaptivity.html
+++ b/_modules/implementations/convergence_controller_classes/adaptivity.html
@@ -78,6 +78,10 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 
         <span class="n">controller</span><span class="o">.</span><span class="n">add_hook</span><span class="p">(</span><span class="n">LogStepSize</span><span class="p">)</span>
 
+        <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.check_convergence</span> <span class="kn">import</span> <span class="n">CheckConvergence</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">communicate_convergence</span> <span class="o">=</span> <span class="n">CheckConvergence</span><span class="o">.</span><span class="n">communicate_convergence</span>
+
         <span class="k">return</span> <span class="p">{</span><span class="o">**</span><span class="n">defaults</span><span class="p">,</span> <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)}</span></div>
 
 
@@ -211,6 +215,35 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 <div class="viewcode-block" id="AdaptivityForConvergedCollocationProblems">
 <a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems">[docs]</a>
 <span class="k">class</span> <span class="nc">AdaptivityForConvergedCollocationProblems</span><span class="p">(</span><span class="n">AdaptivityBase</span><span class="p">):</span>
+<div class="viewcode-block" id="AdaptivityForConvergedCollocationProblems.dependencies">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.dependencies">[docs]</a>
+    <span class="k">def</span> <span class="nf">dependencies</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">        Load interpolation between restarts.</span>
+
+<span class="sd">        Args:</span>
+<span class="sd">            controller (pySDC.Controller): The controller</span>
+<span class="sd">            description (dict): The description object used to instantiate the controller</span>
+
+<span class="sd">        Returns:</span>
+<span class="sd">            None</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">interpolate_between_restarts</span><span class="p">:</span>
+            <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.interpolate_between_restarts</span> <span class="kn">import</span> <span class="p">(</span>
+                <span class="n">InterpolateBetweenRestarts</span><span class="p">,</span>
+            <span class="p">)</span>
+
+            <span class="n">controller</span><span class="o">.</span><span class="n">add_convergence_controller</span><span class="p">(</span>
+                <span class="n">InterpolateBetweenRestarts</span><span class="p">,</span>
+                <span class="n">description</span><span class="o">=</span><span class="n">description</span><span class="p">,</span>
+                <span class="n">params</span><span class="o">=</span><span class="p">{},</span>
+            <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">interpolator</span> <span class="o">=</span> <span class="n">controller</span><span class="o">.</span><span class="n">convergence_controllers</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
+        <span class="k">return</span> <span class="kc">None</span></div>
+
+
 <div class="viewcode-block" id="AdaptivityForConvergedCollocationProblems.get_convergence">
 <a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.get_convergence">[docs]</a>
     <span class="k">def</span> <span class="nf">get_convergence</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
@@ -234,10 +267,13 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
         <span class="n">defaults</span> <span class="o">=</span> <span class="p">{</span>
             <span class="s1">&#39;restol_rel&#39;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
             <span class="s1">&#39;e_tol_rel&#39;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
-            <span class="s1">&#39;restart_at_maxiter&#39;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
+            <span class="s1">&#39;restart_at_maxiter&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
             <span class="s1">&#39;restol_min&#39;</span><span class="p">:</span> <span class="mf">1e-12</span><span class="p">,</span>
             <span class="s1">&#39;restol_max&#39;</span><span class="p">:</span> <span class="mf">1e-5</span><span class="p">,</span>
+            <span class="s1">&#39;factor_if_not_converged&#39;</span><span class="p">:</span> <span class="mf">4.0</span><span class="p">,</span>
+            <span class="s1">&#39;residual_max_tol&#39;</span><span class="p">:</span> <span class="mf">1e9</span><span class="p">,</span>
             <span class="s1">&#39;maxiter&#39;</span><span class="p">:</span> <span class="n">description</span><span class="p">[</span><span class="s1">&#39;sweeper_params&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;maxiter&#39;</span><span class="p">,</span> <span class="mi">99</span><span class="p">),</span>
+            <span class="s1">&#39;interpolate_between_restarts&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
             <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">),</span>
         <span class="p">}</span>
         <span class="k">if</span> <span class="n">defaults</span><span class="p">[</span><span class="s1">&#39;restol_rel&#39;</span><span class="p">]:</span>
@@ -249,6 +285,9 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 
         <span class="k">if</span> <span class="n">defaults</span><span class="p">[</span><span class="s1">&#39;restart_at_maxiter&#39;</span><span class="p">]:</span>
             <span class="n">defaults</span><span class="p">[</span><span class="s1">&#39;maxiter&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">description</span><span class="p">[</span><span class="s1">&#39;step_params&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;maxiter&#39;</span><span class="p">,</span> <span class="mi">99</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">res_last_iter</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">inf</span>
+
         <span class="k">return</span> <span class="n">defaults</span></div>
 
 
@@ -256,16 +295,36 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 <a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.determine_restart">[docs]</a>
     <span class="k">def</span> <span class="nf">determine_restart</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_convergence</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
-            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_local_error_estimate</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">e_tol</span><span class="p">:</span>
-                <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">restart</span> <span class="o">=</span> <span class="kc">True</span>
-            <span class="k">elif</span> <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">iter</span> <span class="o">&gt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">maxiter</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">restart_at_maxiter</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">res_last_iter</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">inf</span>
+
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">restart_at_maxiter</span> <span class="ow">and</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">residual</span> <span class="o">&gt;</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">restol</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">trigger_restart_upon_nonconvergence</span><span class="p">(</span><span class="n">S</span><span class="p">)</span>
+            <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_local_error_estimate</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">e_tol</span><span class="p">:</span>
                 <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">restart</span> <span class="o">=</span> <span class="kc">True</span>
-                <span class="k">for</span> <span class="n">L</span> <span class="ow">in</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">:</span>
-                    <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">dt</span> <span class="o">/</span> <span class="mf">2.0</span>
-                    <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="p">(</span>
-                        <span class="sa">f</span><span class="s1">&#39;Collocation problem not converged after max. number of iterations, halving step size to </span><span class="si">{</span><span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span><span class="si">:</span><span class="s1">.2e</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">,</span>
-                        <span class="n">S</span><span class="p">,</span>
-                    <span class="p">)</span></div>
+        <span class="k">elif</span> <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">time_size</span> <span class="o">==</span> <span class="mi">1</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">res_last_iter</span> <span class="o">&lt;</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">residual</span> <span class="ow">and</span> <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">iter</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">trigger_restart_upon_nonconvergence</span><span class="p">(</span><span class="n">S</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">residual</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">residual_max_tol</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">trigger_restart_upon_nonconvergence</span><span class="p">(</span><span class="n">S</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">useMPI</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">communicate_convergence</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">res_last_iter</span> <span class="o">=</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">residual</span> <span class="o">*</span> <span class="mf">1.0</span></div>
+
+
+<div class="viewcode-block" id="AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence">[docs]</a>
+    <span class="k">def</span> <span class="nf">trigger_restart_upon_nonconvergence</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">S</span><span class="p">):</span>
+        <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">restart</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="n">S</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">force_done</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="k">for</span> <span class="n">L</span> <span class="ow">in</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">:</span>
+            <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">dt</span> <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">factor_if_not_converged</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s1">&#39;Collocation problem not converged. Reducing step size to </span><span class="si">{</span><span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span><span class="si">:</span><span class="s1">.2e</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">,</span>
+                <span class="n">S</span><span class="p">,</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">interpolate_between_restarts</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">interpolator</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">skip_interpolation</span> <span class="o">=</span> <span class="kc">True</span></div>
 </div>
 
 
@@ -330,7 +389,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.estimate_embedded_error</span> <span class="kn">import</span> <span class="n">EstimateEmbeddedError</span>
 
-        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">)</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
 
         <span class="n">controller</span><span class="o">.</span><span class="n">add_convergence_controller</span><span class="p">(</span>
             <span class="n">EstimateEmbeddedError</span><span class="o">.</span><span class="n">get_implementation</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">embedded_error_flavor</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">useMPI</span><span class="p">),</span>
@@ -501,6 +560,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 <span class="sd">         - control_order (int): The order relative to other convergence controllers</span>
 <span class="sd">         - e_tol_low (float): Lower absolute threshold for the residual</span>
 <span class="sd">         - e_tol (float): Upper absolute threshold for the residual</span>
+<span class="sd">         - use_restol (bool): Restart if the residual tolerance was not reached</span>
 <span class="sd">         - max_restarts: Override maximum number of restarts</span>
 
 <span class="sd">        Args:</span>
@@ -515,6 +575,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
             <span class="s2">&quot;control_order&quot;</span><span class="p">:</span> <span class="o">-</span><span class="mi">45</span><span class="p">,</span>
             <span class="s2">&quot;e_tol_low&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
             <span class="s2">&quot;e_tol&quot;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">inf</span><span class="p">,</span>
+            <span class="s2">&quot;use_restol&quot;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
             <span class="s2">&quot;max_restarts&quot;</span><span class="p">:</span> <span class="mi">99</span> <span class="k">if</span> <span class="s2">&quot;e_tol_low&quot;</span> <span class="ow">in</span> <span class="n">params</span> <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
             <span class="s2">&quot;allowed_modifications&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;increase&#39;</span><span class="p">,</span> <span class="s1">&#39;decrease&#39;</span><span class="p">],</span>  <span class="c1"># what we are allowed to do with the step size</span>
         <span class="p">}</span>
@@ -593,7 +654,9 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 
             <span class="n">dt_planned</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span> <span class="k">if</span> <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">L</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">dt</span>
 
-            <span class="k">if</span> <span class="n">res</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">e_tol</span> <span class="ow">and</span> <span class="s1">&#39;decrease&#39;</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">allowed_modifications</span><span class="p">:</span>
+            <span class="k">if</span> <span class="p">(</span>
+                <span class="n">res</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">e_tol</span> <span class="ow">or</span> <span class="p">(</span><span class="n">res</span> <span class="o">&gt;</span> <span class="n">L</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">restol</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">use_restol</span><span class="p">)</span>
+            <span class="p">)</span> <span class="ow">and</span> <span class="s1">&#39;decrease&#39;</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">allowed_modifications</span><span class="p">:</span>
                 <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span> <span class="o">=</span> <span class="nb">min</span><span class="p">([</span><span class="n">dt_planned</span><span class="p">,</span> <span class="n">L</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">dt</span> <span class="o">/</span> <span class="mf">2.0</span><span class="p">])</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Adjusting step size from </span><span class="si">{</span><span class="n">L</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">dt</span><span class="si">:</span><span class="s1">.2e</span><span class="si">}</span><span class="s1"> to </span><span class="si">{</span><span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span><span class="si">:</span><span class="s1">.2e</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">S</span><span class="p">)</span>
             <span class="k">elif</span> <span class="n">res</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">e_tol_low</span> <span class="ow">and</span> <span class="s1">&#39;increase&#39;</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">allowed_modifications</span><span class="p">:</span>
@@ -691,7 +754,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
             <span class="n">EstimateEmbeddedErrorCollocation</span><span class="p">,</span>
         <span class="p">)</span>
 
-        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">)</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
 
         <span class="n">params</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;adaptive_coll_params&#39;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">adaptive_coll_params</span><span class="p">}</span>
         <span class="n">controller</span><span class="o">.</span><span class="n">add_convergence_controller</span><span class="p">(</span>
@@ -854,7 +917,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
             <span class="n">EstimateExtrapolationErrorWithinQ</span><span class="p">,</span>
         <span class="p">)</span>
 
-        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">)</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
 
         <span class="n">controller</span><span class="o">.</span><span class="n">add_convergence_controller</span><span class="p">(</span>
             <span class="n">EstimateExtrapolationErrorWithinQ</span><span class="p">,</span>
@@ -933,11 +996,12 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 
         <span class="n">defaults</span> <span class="o">=</span> <span class="p">{</span>
             <span class="s1">&#39;control_order&#39;</span><span class="p">:</span> <span class="o">-</span><span class="mi">50</span><span class="p">,</span>
+            <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">),</span>
             <span class="o">**</span><span class="n">params</span><span class="p">,</span>
         <span class="p">}</span>
 
         <span class="bp">self</span><span class="o">.</span><span class="n">check_convergence</span> <span class="o">=</span> <span class="n">CheckConvergence</span><span class="o">.</span><span class="n">check_convergence</span>
-        <span class="k">return</span> <span class="p">{</span><span class="o">**</span><span class="n">defaults</span><span class="p">,</span> <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)}</span></div>
+        <span class="k">return</span> <span class="n">defaults</span></div>
 
 
 <div class="viewcode-block" id="AdaptivityPolynomialError.get_convergence">
@@ -963,7 +1027,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
             <span class="n">EstimatePolynomialError</span><span class="p">,</span>
         <span class="p">)</span>
 
-        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">)</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
 
         <span class="n">controller</span><span class="o">.</span><span class="n">add_convergence_controller</span><span class="p">(</span>
             <span class="n">EstimatePolynomialError</span><span class="p">,</span>
diff --git a/_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html b/_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html
index a1433599a8..e2e3da18d3 100644
--- a/_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html
+++ b/_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html
@@ -101,6 +101,8 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_poly
                 <span class="s1">&#39;You cannot interpolate with lower accuracy to the end point if the end point is a node!&#39;</span>
             <span class="p">)</span>
 
+        <span class="bp">self</span><span class="o">.</span><span class="n">interpolation_matrix</span> <span class="o">=</span> <span class="kc">None</span>
+
         <span class="k">return</span> <span class="n">defaults</span></div>
 
 
@@ -183,16 +185,18 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_poly
             <span class="n">nodes</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">coll</span><span class="o">.</span><span class="n">nodes</span><span class="p">),</span> <span class="mf">1.0</span><span class="p">)</span>
             <span class="n">estimate_on_node</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">estimate_on_node</span>
 
-            <span class="n">interpolator</span> <span class="o">=</span> <span class="n">LagrangeApproximation</span><span class="p">(</span>
-                <span class="n">points</span><span class="o">=</span><span class="p">[</span><span class="n">nodes</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="k">if</span> <span class="n">i</span> <span class="o">!=</span> <span class="n">estimate_on_node</span><span class="p">]</span>
-            <span class="p">)</span>
-            <span class="n">interpolation_matrix</span> <span class="o">=</span> <span class="n">interpolator</span><span class="o">.</span><span class="n">getInterpolationMatrix</span><span class="p">([</span><span class="n">nodes</span><span class="p">[</span><span class="n">estimate_on_node</span><span class="p">]])</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">interpolation_matrix</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">interpolator</span> <span class="o">=</span> <span class="n">LagrangeApproximation</span><span class="p">(</span>
+                    <span class="n">points</span><span class="o">=</span><span class="p">[</span><span class="n">nodes</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="k">if</span> <span class="n">i</span> <span class="o">!=</span> <span class="n">estimate_on_node</span><span class="p">]</span>
+                <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">interpolation_matrix</span> <span class="o">=</span> <span class="n">interpolator</span><span class="o">.</span><span class="n">getInterpolationMatrix</span><span class="p">([</span><span class="n">nodes</span><span class="p">[</span><span class="n">estimate_on_node</span><span class="p">]])</span>
+
             <span class="n">u</span> <span class="o">=</span> <span class="p">[</span>
                 <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="k">if</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
                 <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
                 <span class="k">if</span> <span class="n">i</span> <span class="o">!=</span> <span class="n">estimate_on_node</span>
             <span class="p">]</span>
-            <span class="n">u_inter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">interpolation_matrix</span><span class="p">,</span> <span class="n">u</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">L</span><span class="o">.</span><span class="n">prob</span><span class="o">.</span><span class="n">init</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+            <span class="n">u_inter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">interpolation_matrix</span><span class="p">,</span> <span class="n">u</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">L</span><span class="o">.</span><span class="n">prob</span><span class="o">.</span><span class="n">init</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
 
             <span class="c1"># compute end point if needed</span>
             <span class="k">if</span> <span class="n">estimate_on_node</span> <span class="o">==</span> <span class="nb">len</span><span class="p">(</span><span class="n">nodes</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">:</span>
@@ -211,7 +215,12 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_poly
                 <span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="o">.</span><span class="n">Bcast</span><span class="p">(</span><span class="n">buf</span><span class="p">,</span> <span class="n">root</span><span class="o">=</span><span class="n">rank</span><span class="p">)</span>
                 <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span> <span class="o">=</span> <span class="n">buf</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">u_inter</span> <span class="o">-</span> <span class="n">high_order_sol</span><span class="p">)</span></div>
+                <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">u_inter</span> <span class="o">-</span> <span class="n">high_order_sol</span><span class="p">)</span>
+
+            <span class="bp">self</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s1">&#39;Obtained error estimate: </span><span class="si">{</span><span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span><span class="si">:</span><span class="s1">.2e</span><span class="si">}</span><span class="s1"> of order </span><span class="si">{</span><span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">order_embedded_estimate</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">,</span>
+                <span class="n">S</span><span class="p">,</span>
+            <span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="EstimatePolynomialError.check_parameters">
diff --git a/coverage/coverage-badge.svg b/coverage/coverage-badge.svg
index 960ad446fd..3be25f96b5 100644
--- a/coverage/coverage-badge.svg
+++ b/coverage/coverage-badge.svg
@@ -1 +1 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="114" height="20" role="img" aria-label="coverage: 74.08%"><title>coverage: 74.08%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="114" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="53" height="20" fill="#fe7d37"/><rect width="114" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="865" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="430">74.08%</text><text x="865" y="140" transform="scale(.1)" fill="#fff" textLength="430">74.08%</text></g></svg>
\ No newline at end of file
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="114" height="20" role="img" aria-label="coverage: 74.24%"><title>coverage: 74.24%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="114" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="53" height="20" fill="#fe7d37"/><rect width="114" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="865" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="430">74.24%</text><text x="865" y="140" transform="scale(.1)" fill="#fff" textLength="430">74.24%</text></g></svg>
\ No newline at end of file
diff --git a/coverage/d_020efe120a771d8a_fput_py.html b/coverage/d_020efe120a771d8a_fput_py.html
index e8e16519b3..3d38a49528 100644
--- a/coverage/d_020efe120a771d8a_fput_py.html
+++ b/coverage/d_020efe120a771d8a_fput_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_and_energy_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -328,7 +328,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_and_energy_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html b/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
index 28212068cd..d7f0174b36 100644
--- a/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
+++ b/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -196,7 +196,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_hamiltonian_output_py.html b/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
index 9e5a99d232..3bbe5d8242 100644
--- a/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
+++ b/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_harmonic_oscillator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -170,7 +170,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_harmonic_oscillator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html b/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
index bd4bdb59b1..9decd6a9b5 100644
--- a/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
+++ b/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_simple_problems_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -254,7 +254,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_simple_problems_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_simple_problems_py.html b/coverage/d_020efe120a771d8a_simple_problems_py.html
index eb3cbd6d6c..925982414c 100644
--- a/coverage/d_020efe120a771d8a_simple_problems_py.html
+++ b/coverage/d_020efe120a771d8a_simple_problems_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_solar_system_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -323,7 +323,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_solar_system_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_solar_system_py.html b/coverage/d_020efe120a771d8a_solar_system_py.html
index 4ce5b8222e..e4ec4c5f2d 100644
--- a/coverage/d_020efe120a771d8a_solar_system_py.html
+++ b/coverage/d_020efe120a771d8a_solar_system_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_stop_at_error_hook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -365,7 +365,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_stop_at_error_hook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_stop_at_error_hook_py.html b/coverage/d_020efe120a771d8a_stop_at_error_hook_py.html
index 6df48a39a1..926f319c7d 100644
--- a/coverage/d_020efe120a771d8a_stop_at_error_hook_py.html
+++ b/coverage/d_020efe120a771d8a_stop_at_error_hook_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_74ce84641ea8e5a0_controller_MPI_scorep_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -117,7 +117,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_74ce84641ea8e5a0_controller_MPI_scorep_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_064a9f2a35945611_FaultHooks_py.html b/coverage/d_064a9f2a35945611_FaultHooks_py.html
index aeeb40b083..3e0d8d6db6 100644
--- a/coverage/d_064a9f2a35945611_FaultHooks_py.html
+++ b/coverage/d_064a9f2a35945611_FaultHooks_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_generate_statistics_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -135,7 +135,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_generate_statistics_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_064a9f2a35945611_generate_statistics_py.html b/coverage/d_064a9f2a35945611_generate_statistics_py.html
index 4c503c0909..227b658d79 100644
--- a/coverage/d_064a9f2a35945611_generate_statistics_py.html
+++ b/coverage/d_064a9f2a35945611_generate_statistics_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_implicit_sweeper_faults_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -485,7 +485,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_implicit_sweeper_faults_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_064a9f2a35945611_implicit_sweeper_faults_py.html b/coverage/d_064a9f2a35945611_implicit_sweeper_faults_py.html
index b9d1ccdb0c..492b9d0c1d 100644
--- a/coverage/d_064a9f2a35945611_implicit_sweeper_faults_py.html
+++ b/coverage/d_064a9f2a35945611_implicit_sweeper_faults_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_visualization_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -416,7 +416,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_visualization_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_064a9f2a35945611_visualization_helper_py.html b/coverage/d_064a9f2a35945611_visualization_helper_py.html
index 3e78c29471..dfb32e840d 100644
--- a/coverage/d_064a9f2a35945611_visualization_helper_py.html
+++ b/coverage/d_064a9f2a35945611_visualization_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -217,7 +217,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0a363dd8c140c711_HookClass_DAE_py.html b/coverage/d_0a363dd8c140c711_HookClass_DAE_py.html
index dfa5d625dc..41cd418ae9 100644
--- a/coverage/d_0a363dd8c140c711_HookClass_DAE_py.html
+++ b/coverage/d_0a363dd8c140c711_HookClass_DAE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0a363dd8c140c711_ProblemDAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -173,7 +173,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0a363dd8c140c711_ProblemDAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0a363dd8c140c711_ProblemDAE_py.html b/coverage/d_0a363dd8c140c711_ProblemDAE_py.html
index d91e34eaba..af1e816104 100644
--- a/coverage/d_0a363dd8c140c711_ProblemDAE_py.html
+++ b/coverage/d_0a363dd8c140c711_ProblemDAE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_DiscontinuousTestDAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -156,7 +156,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_DiscontinuousTestDAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_AllenCahn_dump_py.html b/coverage/d_0c21c203c9df60ee_AllenCahn_dump_py.html
index 214b07f16a..8d5d884215 100644
--- a/coverage/d_0c21c203c9df60ee_AllenCahn_dump_py.html
+++ b/coverage/d_0c21c203c9df60ee_AllenCahn_dump_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_AllenCahn_monitor_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -237,7 +237,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_AllenCahn_monitor_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html b/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html
index d00482b244..30569478ba 100644
--- a/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html
+++ b/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -350,7 +350,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_py.html b/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_py.html
index 647ad7ca81..73270aa0d6 100644
--- a/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_py.html
+++ b/coverage/d_0c21c203c9df60ee_AllenCahn_monitor_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -274,7 +274,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html b/coverage/d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html
index 47bc45d5ec..a6ed0dddcf 100644
--- a/coverage/d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html
+++ b/coverage/d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_simple_forcing_verification_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -242,7 +242,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_simple_forcing_verification_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_run_simple_forcing_verification_py.html b/coverage/d_0c21c203c9df60ee_run_simple_forcing_verification_py.html
index 85c13ccaa3..fed20dd29e 100644
--- a/coverage/d_0c21c203c9df60ee_run_simple_forcing_verification_py.html
+++ b/coverage/d_0c21c203c9df60ee_run_simple_forcing_verification_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -390,7 +390,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html b/coverage/d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html
index 89f2048aed..e19f7e3b09 100644
--- a/coverage/d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html
+++ b/coverage/d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -226,7 +226,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html b/coverage/d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html
index 7e96571f4d..22db3a2be1 100644
--- a/coverage/d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html
+++ b/coverage/d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_reference_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -233,7 +233,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_reference_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_run_temp_forcing_reference_py.html b/coverage/d_0c21c203c9df60ee_run_temp_forcing_reference_py.html
index 3a02cbdf7a..75db7841ad 100644
--- a/coverage/d_0c21c203c9df60ee_run_temp_forcing_reference_py.html
+++ b/coverage/d_0c21c203c9df60ee_run_temp_forcing_reference_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_verification_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -236,7 +236,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_run_temp_forcing_verification_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_run_temp_forcing_verification_py.html b/coverage/d_0c21c203c9df60ee_run_temp_forcing_verification_py.html
index 44196790b8..d7b959c5e8 100644
--- a/coverage/d_0c21c203c9df60ee_run_temp_forcing_verification_py.html
+++ b/coverage/d_0c21c203c9df60ee_run_temp_forcing_verification_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_visualize_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -283,7 +283,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_visualize_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_visualize_py.html b/coverage/d_0c21c203c9df60ee_visualize_py.html
index 917c46f9b8..342d4ab464 100644
--- a/coverage/d_0c21c203c9df60ee_visualize_py.html
+++ b/coverage/d_0c21c203c9df60ee_visualize_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_visualize_temp_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -140,7 +140,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_visualize_temp_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0c21c203c9df60ee_visualize_temp_py.html b/coverage/d_0c21c203c9df60ee_visualize_temp_py.html
index b521413b68..cdb0b06e8a 100644
--- a/coverage/d_0c21c203c9df60ee_visualize_temp_py.html
+++ b/coverage/d_0c21c203c9df60ee_visualize_temp_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_PFASST_conv_Linf_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -238,7 +238,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_PFASST_conv_Linf_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0eb34c630be51b75_DiscontinuousTestDAE_py.html b/coverage/d_0eb34c630be51b75_DiscontinuousTestDAE_py.html
index 1fe47c00b1..d0135d78a9 100644
--- a/coverage/d_0eb34c630be51b75_DiscontinuousTestDAE_py.html
+++ b/coverage/d_0eb34c630be51b75_DiscontinuousTestDAE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_WSCC9BusSystem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -268,7 +268,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_WSCC9BusSystem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0eb34c630be51b75_WSCC9BusSystem_py.html b/coverage/d_0eb34c630be51b75_WSCC9BusSystem_py.html
index 7290acecb5..fa377f785e 100644
--- a/coverage/d_0eb34c630be51b75_WSCC9BusSystem_py.html
+++ b/coverage/d_0eb34c630be51b75_WSCC9BusSystem_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_simple_DAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -1314,7 +1314,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_simple_DAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0eb34c630be51b75_simple_DAE_py.html b/coverage/d_0eb34c630be51b75_simple_DAE_py.html
index 823ff4b0b4..5026fbdd5d 100644
--- a/coverage/d_0eb34c630be51b75_simple_DAE_py.html
+++ b/coverage/d_0eb34c630be51b75_simple_DAE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_synchronous_machine_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -357,7 +357,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_synchronous_machine_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0eb34c630be51b75_synchronous_machine_py.html b/coverage/d_0eb34c630be51b75_synchronous_machine_py.html
index 8dd49e5143..1c93f516b5 100644
--- a/coverage/d_0eb34c630be51b75_synchronous_machine_py.html
+++ b/coverage/d_0eb34c630be51b75_synchronous_machine_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_transistor_amplifier_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -558,7 +558,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0eb34c630be51b75_transistor_amplifier_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_0eb34c630be51b75_transistor_amplifier_py.html b/coverage/d_0eb34c630be51b75_transistor_amplifier_py.html
index f7ef8f8a9f..f2db813981 100644
--- a/coverage/d_0eb34c630be51b75_transistor_amplifier_py.html
+++ b/coverage/d_0eb34c630be51b75_transistor_amplifier_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_fully_implicit_dae_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -361,7 +361,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_fully_implicit_dae_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html b/coverage/d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html
index 74036d7b33..94924cf22b 100644
--- a/coverage/d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html
+++ b/coverage/d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -267,7 +267,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html b/coverage/d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html
index dacd3babc7..766f1e97ba 100644
--- a/coverage/d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html
+++ b/coverage/d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -243,7 +243,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html b/coverage/d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html
index e4373647a0..d0f30101fa 100644
--- a/coverage/d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html
+++ b/coverage/d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_A_visualize_residuals_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -256,7 +256,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_A_visualize_residuals_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_15820e38ae7f8080_fully_implicit_DAE_py.html b/coverage/d_15820e38ae7f8080_fully_implicit_DAE_py.html
index 3192295162..f6647e633f 100644
--- a/coverage/d_15820e38ae7f8080_fully_implicit_DAE_py.html
+++ b/coverage/d_15820e38ae7f8080_fully_implicit_DAE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -333,7 +333,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1ee527a4b5236415_A_step_data_structure_py.html b/coverage/d_1ee527a4b5236415_A_step_data_structure_py.html
index df550366e9..9e3a6c4e8e 100644
--- a/coverage/d_1ee527a4b5236415_A_step_data_structure_py.html
+++ b/coverage/d_1ee527a4b5236415_A_step_data_structure_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1ee527a4b5236415_B_my_first_sweeper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -158,7 +158,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1ee527a4b5236415_B_my_first_sweeper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1ee527a4b5236415_B_my_first_sweeper_py.html b/coverage/d_1ee527a4b5236415_B_my_first_sweeper_py.html
index 3148a60670..e8a249014c 100644
--- a/coverage/d_1ee527a4b5236415_B_my_first_sweeper_py.html
+++ b/coverage/d_1ee527a4b5236415_B_my_first_sweeper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -206,7 +206,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html b/coverage/d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html
index ac97d3704d..aed86ad5f0 100644
--- a/coverage/d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html
+++ b/coverage/d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_A_getting_statistics_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -167,7 +167,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_A_getting_statistics_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_default_hook_py.html b/coverage/d_1f4fced1df9318f0_default_hook_py.html
index 11ef18f6ff..de133a9ecf 100644
--- a/coverage/d_1f4fced1df9318f0_default_hook_py.html
+++ b/coverage/d_1f4fced1df9318f0_default_hook_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_embedded_error_estimate_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -451,7 +451,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_embedded_error_estimate_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_embedded_error_estimate_py.html b/coverage/d_1f4fced1df9318f0_log_embedded_error_estimate_py.html
index 3915a10d09..b570231c52 100644
--- a/coverage/d_1f4fced1df9318f0_log_embedded_error_estimate_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_embedded_error_estimate_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_errors_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -157,7 +157,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_errors_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_errors_py.html b/coverage/d_1f4fced1df9318f0_log_errors_py.html
index 0f4bb496dd..0b417e9ca8 100644
--- a/coverage/d_1f4fced1df9318f0_log_errors_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_errors_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -319,7 +319,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html b/coverage/d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html
index dba91fab32..53d52dc4c3 100644
--- a/coverage/d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_restarts_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -123,7 +123,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_restarts_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_restarts_py.html b/coverage/d_1f4fced1df9318f0_log_restarts_py.html
index 91d0cb6174..3c9940065b 100644
--- a/coverage/d_1f4fced1df9318f0_log_restarts_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_restarts_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_solution_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -119,7 +119,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_solution_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_solution_py.html b/coverage/d_1f4fced1df9318f0_log_solution_py.html
index 45634e92f2..7ef3a9a585 100644
--- a/coverage/d_1f4fced1df9318f0_log_solution_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_solution_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_step_size_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -154,7 +154,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_step_size_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_step_size_py.html b/coverage/d_1f4fced1df9318f0_log_step_size_py.html
index a9e3ed8052..b4f65d3c92 100644
--- a/coverage/d_1f4fced1df9318f0_log_step_size_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_step_size_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_work_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -121,7 +121,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_log_work_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_1f4fced1df9318f0_log_work_py.html b/coverage/d_1f4fced1df9318f0_log_work_py.html
index c8830afba4..6b0f8fb4e5 100644
--- a/coverage/d_1f4fced1df9318f0_log_work_py.html
+++ b/coverage/d_1f4fced1df9318f0_log_work_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -144,7 +144,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3017878c2b4bc866_cupy_mesh_py.html b/coverage/d_3017878c2b4bc866_cupy_mesh_py.html
index 5b45b6855b..4ba4b3d161 100644
--- a/coverage/d_3017878c2b4bc866_cupy_mesh_py.html
+++ b/coverage/d_3017878c2b4bc866_cupy_mesh_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_fenics_mesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -298,7 +298,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_fenics_mesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3017878c2b4bc866_fenics_mesh_py.html b/coverage/d_3017878c2b4bc866_fenics_mesh_py.html
index 5fc0deb590..ada93c30ac 100644
--- a/coverage/d_3017878c2b4bc866_fenics_mesh_py.html
+++ b/coverage/d_3017878c2b4bc866_fenics_mesh_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_mesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -296,7 +296,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_mesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3017878c2b4bc866_mesh_py.html b/coverage/d_3017878c2b4bc866_mesh_py.html
index 1b628b4817..5cb77b5b3e 100644
--- a/coverage/d_3017878c2b4bc866_mesh_py.html
+++ b/coverage/d_3017878c2b4bc866_mesh_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_particles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -311,7 +311,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_particles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3017878c2b4bc866_particles_py.html b/coverage/d_3017878c2b4bc866_particles_py.html
index 73c97e9510..293e8e1a5f 100644
--- a/coverage/d_3017878c2b4bc866_particles_py.html
+++ b/coverage/d_3017878c2b4bc866_particles_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_petsc_vec_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -414,7 +414,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_petsc_vec_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3017878c2b4bc866_petsc_vec_py.html b/coverage/d_3017878c2b4bc866_petsc_vec_py.html
index dee1d579bb..247e7988f8 100644
--- a/coverage/d_3017878c2b4bc866_petsc_vec_py.html
+++ b/coverage/d_3017878c2b4bc866_petsc_vec_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_default_hook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -229,7 +229,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1f4fced1df9318f0_default_hook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_327f90590a9d3ec6_SDC_timing_Fisher_py.html b/coverage/d_327f90590a9d3ec6_SDC_timing_Fisher_py.html
index 0171c28d4c..3df7e48719 100644
--- a/coverage/d_327f90590a9d3ec6_SDC_timing_Fisher_py.html
+++ b/coverage/d_327f90590a9d3ec6_SDC_timing_Fisher_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -321,7 +321,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html b/coverage/d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html
index 792a568bff..05041b9162 100644
--- a/coverage/d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html
+++ b/coverage/d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_check_data_folder_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -388,7 +388,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_check_data_folder_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_37e09edbaf161c0a_A_visualize_residuals_py.html b/coverage/d_37e09edbaf161c0a_A_visualize_residuals_py.html
index dd34c895cb..d1c66d755b 100644
--- a/coverage/d_37e09edbaf161c0a_A_visualize_residuals_py.html
+++ b/coverage/d_37e09edbaf161c0a_A_visualize_residuals_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_B_multistep_SDC_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -154,7 +154,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_B_multistep_SDC_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_37e09edbaf161c0a_B_multistep_SDC_py.html b/coverage/d_37e09edbaf161c0a_B_multistep_SDC_py.html
index 48a88247ee..bf9c06bb34 100644
--- a/coverage/d_37e09edbaf161c0a_B_multistep_SDC_py.html
+++ b/coverage/d_37e09edbaf161c0a_B_multistep_SDC_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_C_iteration_estimator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -259,7 +259,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_C_iteration_estimator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_37e09edbaf161c0a_C_iteration_estimator_py.html b/coverage/d_37e09edbaf161c0a_C_iteration_estimator_py.html
index 21ef79ad27..a7ba9fb6b0 100644
--- a/coverage/d_37e09edbaf161c0a_C_iteration_estimator_py.html
+++ b/coverage/d_37e09edbaf161c0a_C_iteration_estimator_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_HookClass_error_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -392,7 +392,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_37e09edbaf161c0a_HookClass_error_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_37e09edbaf161c0a_HookClass_error_output_py.html b/coverage/d_37e09edbaf161c0a_HookClass_error_output_py.html
index b113c08ceb..488c481162 100644
--- a/coverage/d_37e09edbaf161c0a_HookClass_error_output_py.html
+++ b/coverage/d_37e09edbaf161c0a_HookClass_error_output_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="index.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -168,7 +168,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="index.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3a331a23ecfeca1c_compression_convergence_controller_py.html b/coverage/d_3a331a23ecfeca1c_compression_convergence_controller_py.html
index fb719081c7..db618d1554 100644
--- a/coverage/d_3a331a23ecfeca1c_compression_convergence_controller_py.html
+++ b/coverage/d_3a331a23ecfeca1c_compression_convergence_controller_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3a331a23ecfeca1c_order_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -142,7 +142,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3a331a23ecfeca1c_order_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_3a331a23ecfeca1c_order_py.html b/coverage/d_3a331a23ecfeca1c_order_py.html
index f457718601..8226111c20 100644
--- a/coverage/d_3a331a23ecfeca1c_order_py.html
+++ b/coverage/d_3a331a23ecfeca1c_order_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_ecd017d7b94a3306_compare_to_matrixbased_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -253,7 +253,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_ecd017d7b94a3306_compare_to_matrixbased_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_plot_helper_py.html b/coverage/d_41564483689e14fd_plot_helper_py.html
index fdac78826a..86161b4c1d 100644
--- a/coverage/d_41564483689e14fd_plot_helper_py.html
+++ b/coverage/d_41564483689e14fd_plot_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_problem_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -217,7 +217,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_problem_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_problem_helper_py.html b/coverage/d_41564483689e14fd_problem_helper_py.html
index aa93e32251..b0546984a9 100644
--- a/coverage/d_41564483689e14fd_problem_helper_py.html
+++ b/coverage/d_41564483689e14fd_problem_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_pysdc_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -358,7 +358,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_pysdc_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_pysdc_helper_py.html b/coverage/d_41564483689e14fd_pysdc_helper_py.html
index 64b8d7dcba..160a61da92 100644
--- a/coverage/d_41564483689e14fd_pysdc_helper_py.html
+++ b/coverage/d_41564483689e14fd_pysdc_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_setup_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -131,7 +131,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_setup_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_setup_helper_py.html b/coverage/d_41564483689e14fd_setup_helper_py.html
index 42319a6522..eae0f32b91 100644
--- a/coverage/d_41564483689e14fd_setup_helper_py.html
+++ b/coverage/d_41564483689e14fd_setup_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_stats_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -134,7 +134,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_stats_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_stats_helper_py.html b/coverage/d_41564483689e14fd_stats_helper_py.html
index b8198b5d30..56c6bdcf6a 100644
--- a/coverage/d_41564483689e14fd_stats_helper_py.html
+++ b/coverage/d_41564483689e14fd_stats_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_transfer_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -199,7 +199,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_transfer_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_transfer_helper_py.html b/coverage/d_41564483689e14fd_transfer_helper_py.html
index a918d79d98..a373bc15c2 100644
--- a/coverage/d_41564483689e14fd_transfer_helper_py.html
+++ b/coverage/d_41564483689e14fd_transfer_helper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_visualization_tools_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -362,7 +362,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_visualization_tools_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_41564483689e14fd_visualization_tools_py.html b/coverage/d_41564483689e14fd_visualization_tools_py.html
index 3430b55606..fe107153e6 100644
--- a/coverage/d_41564483689e14fd_visualization_tools_py.html
+++ b/coverage/d_41564483689e14fd_visualization_tools_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_d6839539e65473f5_controller_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -158,7 +158,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_d6839539e65473f5_controller_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_4ef83d310f553371_fully_implicit_dae_playground_py.html b/coverage/d_4ef83d310f553371_fully_implicit_dae_playground_py.html
index 3fa15b48ad..96afd660db 100644
--- a/coverage/d_4ef83d310f553371_fully_implicit_dae_playground_py.html
+++ b/coverage/d_4ef83d310f553371_fully_implicit_dae_playground_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_run_convergence_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -175,7 +175,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_run_convergence_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_4ef83d310f553371_run_convergence_test_py.html b/coverage/d_4ef83d310f553371_run_convergence_test_py.html
index 31ca4faea9..d612225662 100644
--- a/coverage/d_4ef83d310f553371_run_convergence_test_py.html
+++ b/coverage/d_4ef83d310f553371_run_convergence_test_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_run_iteration_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -199,7 +199,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_run_iteration_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_4ef83d310f553371_run_iteration_test_py.html b/coverage/d_4ef83d310f553371_run_iteration_test_py.html
index 278b0a8ea1..473703e250 100644
--- a/coverage/d_4ef83d310f553371_run_iteration_test_py.html
+++ b/coverage/d_4ef83d310f553371_run_iteration_test_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_synchronous_machine_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -219,7 +219,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_4ef83d310f553371_synchronous_machine_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_4ef83d310f553371_synchronous_machine_playground_py.html b/coverage/d_4ef83d310f553371_synchronous_machine_playground_py.html
index b6f635f4cf..d9ef357a69 100644
--- a/coverage/d_4ef83d310f553371_synchronous_machine_playground_py.html
+++ b/coverage/d_4ef83d310f553371_synchronous_machine_playground_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_15820e38ae7f8080_fully_implicit_DAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -199,7 +199,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_15820e38ae7f8080_fully_implicit_DAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_FDeigenvalues_py.html b/coverage/d_5893b65af8042ae2_FDeigenvalues_py.html
index b9d1f8e535..e86061b351 100644
--- a/coverage/d_5893b65af8042ae2_FDeigenvalues_py.html
+++ b/coverage/d_5893b65af8042ae2_FDeigenvalues_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_Lorenz_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -132,7 +132,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_Lorenz_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_Lorenz_py.html b/coverage/d_5893b65af8042ae2_Lorenz_py.html
index d6986d2377..ddd745dffa 100644
--- a/coverage/d_5893b65af8042ae2_Lorenz_py.html
+++ b/coverage/d_5893b65af8042ae2_Lorenz_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/Resilience/Lorenz.py: 90%</title>
+    <title>Coverage for pySDC/projects/Resilience/Lorenz.py: 93%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/Resilience/Lorenz.py</b>:
-            <span class="pc_cov">90%</span>
+            <span class="pc_cov">93%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,9 +54,9 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">67 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">60<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">7<span class="text"> missing</span></button>
+            <span class="text">70 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">65<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">5<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">14<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_Schroedinger_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -86,12 +86,12 @@ <h2>
     <p class="pln"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">stats_helper</span> <span class="key">import</span> <span class="nam">get_sorted</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">problem_classes</span><span class="op">.</span><span class="nam">Lorenz</span> <span class="key">import</span> <span class="nam">LorenzAttractor</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit</span> <span class="key">import</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_nonMPI</span> <span class="key">import</span> <span class="nam">controller_nonMPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Errors</span> <span class="key">import</span> <span class="nam">ConvergenceError</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">hook_collection</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">merge_descriptions</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_nonMPI</span> <span class="key">import</span> <span class="nam">controller_nonMPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Errors</span> <span class="key">import</span> <span class="nam">ConvergenceError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">hook_collection</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">merge_descriptions</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">sweepers</span> <span class="key">import</span> <span class="nam">generic_implicit_efficient</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"><span class="key">def</span> <span class="nam">run_Lorenz</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
@@ -119,7 +119,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t"><span class="str">        dict: The stats object</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t"><span class="str">        controller: The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t"><span class="str">        Tend: The time that was supposed to be integrated to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t"><span class="str">        bool: Whether the code crashed</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">    <span class="com"># initialize level parameters</span>&nbsp;</span><span class="r"></span></p>
@@ -154,7 +154,7 @@ <h2>
     <p class="run"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">LorenzAttractor</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">generic_implicit_efficient</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sweeper_params</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level_params</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">step_params</span>&nbsp;</span><span class="r"></span></p>
@@ -187,85 +187,88 @@ <h2>
     <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">        <span class="nam">prepare_controller_for_faults</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">fault_stuff</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">    <span class="com"># call main function to get things done...</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">    <span class="key">except</span> <span class="nam">ConvergenceError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="nam">crash</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="key">except</span> <span class="op">(</span><span class="nam">ConvergenceError</span><span class="op">,</span> <span class="nam">ZeroDivisionError</span><span class="op">)</span> <span class="key">as</span> <span class="nam">e</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Warning: Premature termination: {e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">        <span class="nam">crash</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t"><span class="str">    Plot the solution in 3D.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t"><span class="str">        stats (dict): The stats object of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">crash</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t"><span class="str">    Plot the solution in 3D.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">fig</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">figure</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="nam">ax</span> <span class="op">=</span> <span class="nam">fig</span><span class="op">.</span><span class="nam">add_subplot</span><span class="op">(</span><span class="nam">projection</span><span class="op">=</span><span class="str">'3d'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'x'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'y'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_zlabel</span><span class="op">(</span><span class="str">'z'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t"><span class="key">def</span> <span class="nam">check_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">thresh</span><span class="op">=</span><span class="num">5e-4</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t"><span class="str">    Check if the global error solution wrt. a scipy reference solution is tolerable.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t"><span class="str">    This is also a check for the global error hook.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t"><span class="str">        stats (dict): The stats object of the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t"><span class="str">        controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t"><span class="str">        thresh (float): Threshold for accepting the accuracy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="nam">u_exact</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">    <span class="nam">error</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linalg</span><span class="op">.</span><span class="nam">norm</span><span class="op">(</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">u_exact</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="nam">error_hook</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_run'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">    <span class="key">assert</span> <span class="nam">error</span> <span class="op">==</span> <span class="nam">error_hook</span><span class="op">,</span> <span class="str">f'Expected errors to match, got {error:.2e} and {error_hook:.2e}!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="key">assert</span> <span class="nam">error</span> <span class="op">&lt;</span> <span class="nam">thresh</span><span class="op">,</span> <span class="str">f"Error too large, got e={error:.2e}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">        stats (dict): The stats object of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">    <span class="nam">fig</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">figure</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="nam">ax</span> <span class="op">=</span> <span class="nam">fig</span><span class="op">.</span><span class="nam">add_subplot</span><span class="op">(</span><span class="nam">projection</span><span class="op">=</span><span class="str">'3d'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'x'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'y'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_zlabel</span><span class="op">(</span><span class="str">'z'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t"><span class="key">def</span> <span class="nam">check_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">thresh</span><span class="op">=</span><span class="num">5e-4</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t"><span class="str">    Check if the global error solution wrt. a scipy reference solution is tolerable.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t"><span class="str">    This is also a check for the global error hook.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t"><span class="str">        stats (dict): The stats object of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t"><span class="str">        controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t"><span class="str">        thresh (float): Threshold for accepting the accuracy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">    <span class="nam">u_exact</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">    <span class="nam">error</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linalg</span><span class="op">.</span><span class="nam">norm</span><span class="op">(</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">u_exact</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="nam">error_hook</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_run'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t"><span class="key">def</span> <span class="nam">main</span><span class="op">(</span><span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t"><span class="str">    Make a test run and see if the accuracy checks out.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t"><span class="str">        plotting (bool): Plot the solution or not</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">    <span class="key">assert</span> <span class="nam">error</span> <span class="op">==</span> <span class="nam">error_hook</span><span class="op">,</span> <span class="str">f'Expected errors to match, got {error:.2e} and {error_hook:.2e}!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">    <span class="key">assert</span> <span class="nam">error</span> <span class="op">&lt;</span> <span class="nam">thresh</span><span class="op">,</span> <span class="str">f"Error too large, got e={error:.2e}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t"><span class="key">def</span> <span class="nam">main</span><span class="op">(</span><span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t"><span class="str">    Make a test run and see if the accuracy checks out.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-5</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">    <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">30</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_Lorenz</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">        <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">        <span class="nam">Tend</span><span class="op">=</span><span class="num">10.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">        <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">    <span class="nam">check_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="num">5e-4</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">        <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">    <span class="nam">main</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t"><span class="str">        plotting (bool): Plot the solution or not</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-5</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">    <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">30</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_Lorenz</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">        <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="nam">Tend</span><span class="op">=</span><span class="num">10.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">        <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">    <span class="nam">check_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="num">5e-4</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">        <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">    <span class="nam">main</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -275,7 +278,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_Schroedinger_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_Schroedinger_py.html b/coverage/d_5893b65af8042ae2_Schroedinger_py.html
index a3beb35d69..e486c142d8 100644
--- a/coverage/d_5893b65af8042ae2_Schroedinger_py.html
+++ b/coverage/d_5893b65af8042ae2_Schroedinger_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/Resilience/Schroedinger.py: 82%</title>
+    <title>Coverage for pySDC/projects/Resilience/Schroedinger.py: 87%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/Resilience/Schroedinger.py</b>:
-            <span class="pc_cov">82%</span>
+            <span class="pc_cov">87%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,9 +54,9 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">77 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">63<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">14<span class="text"> missing</span></button>
+            <span class="text">82 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">71<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">11<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">37<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_accuracy_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -80,207 +80,212 @@ <h2>
     </div>
 </header>
 <main id="source">
-    <p class="run"><span class="n"><a id="t1" href="#t1">1</a></span><span class="t"><span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t2" href="#t2">2</a></span><span class="t"><span class="key">import</span> <span class="nam">numpy</span> <span class="key">as</span> <span class="nam">np</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t3" href="#t3">3</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">stats_helper</span> <span class="key">import</span> <span class="nam">get_sorted</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_nonMPI</span> <span class="key">import</span> <span class="nam">controller_nonMPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order</span> <span class="key">import</span> <span class="nam">imex_1st_order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit</span> <span class="key">import</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">problem_classes</span><span class="op">.</span><span class="nam">NonlinearSchroedinger_MPIFFT</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t">    <span class="nam">nonlinearschroedinger_imex</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t">    <span class="nam">nonlinearschroedinger_fully_implicit</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t"><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">transfer_classes</span><span class="op">.</span><span class="nam">TransferMesh_MPIFFT</span> <span class="key">import</span> <span class="nam">fft_to_fft</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">hook_collection</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">merge_descriptions</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Hooks</span> <span class="key">import</span> <span class="nam">hooks</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1" href="#t1">1</a></span><span class="t"><span class="key">import</span> <span class="nam">numpy</span> <span class="key">as</span> <span class="nam">np</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t2" href="#t2">2</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t3" href="#t3">3</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_nonMPI</span> <span class="key">import</span> <span class="nam">controller_nonMPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">problem_classes</span><span class="op">.</span><span class="nam">NonlinearSchroedinger_MPIFFT</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t">    <span class="nam">nonlinearschroedinger_imex</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t">    <span class="nam">nonlinearschroedinger_fully_implicit</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">hook_collection</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">merge_descriptions</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">sweepers</span> <span class="key">import</span> <span class="nam">imex_1st_order_efficient</span><span class="op">,</span> <span class="nam">generic_implicit_efficient</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Errors</span> <span class="key">import</span> <span class="nam">ConvergenceError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Hooks</span> <span class="key">import</span> <span class="nam">hooks</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"><span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t"><span class="key">from</span> <span class="nam">mpl_toolkits</span><span class="op">.</span><span class="nam">axes_grid1</span> <span class="key">import</span> <span class="nam">make_axes_locatable</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"><span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t"><span class="key">from</span> <span class="nam">mpl_toolkits</span><span class="op">.</span><span class="nam">axes_grid1</span> <span class="key">import</span> <span class="nam">make_axes_locatable</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="key">class</span> <span class="nam">live_plotting_with_error</span><span class="op">(</span><span class="nam">hooks</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="num">12</span><span class="op">,</span> <span class="num">7</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t">        <span class="nam">divider</span> <span class="op">=</span> <span class="nam">make_axes_locatable</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">cax_right</span> <span class="op">=</span> <span class="nam">divider</span><span class="op">.</span><span class="nam">append_axes</span><span class="op">(</span><span class="str">'right'</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="str">'5%'</span><span class="op">,</span> <span class="nam">pad</span><span class="op">=</span><span class="num">0.05</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">        <span class="nam">divider</span> <span class="op">=</span> <span class="nam">make_axes_locatable</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">cax_left</span> <span class="op">=</span> <span class="nam">divider</span><span class="op">.</span><span class="nam">append_axes</span><span class="op">(</span><span class="str">'right'</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="str">'5%'</span><span class="op">,</span> <span class="nam">pad</span><span class="op">=</span><span class="num">0.05</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"><span class="key">class</span> <span class="nam">live_plotting_with_error</span><span class="op">(</span><span class="nam">hooks</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="num">12</span><span class="op">,</span> <span class="num">7</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t">        <span class="nam">divider</span> <span class="op">=</span> <span class="nam">make_axes_locatable</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">cax_right</span> <span class="op">=</span> <span class="nam">divider</span><span class="op">.</span><span class="nam">append_axes</span><span class="op">(</span><span class="str">'right'</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="str">'5%'</span><span class="op">,</span> <span class="nam">pad</span><span class="op">=</span><span class="num">0.05</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t">        <span class="nam">divider</span> <span class="op">=</span> <span class="nam">make_axes_locatable</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">cax_left</span> <span class="op">=</span> <span class="nam">divider</span><span class="op">.</span><span class="nam">append_axes</span><span class="op">(</span><span class="str">'right'</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="str">'5%'</span><span class="op">,</span> <span class="nam">pad</span><span class="op">=</span><span class="num">0.05</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_step</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">        <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">level_number</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">        <span class="nam">lvl</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_step</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">        <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">level_number</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="nam">lvl</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">        <span class="nam">im1</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">imshow</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">uend</span><span class="op">)</span><span class="op">,</span> <span class="nam">vmin</span><span class="op">=</span><span class="num">0</span><span class="op">,</span> <span class="nam">vmax</span><span class="op">=</span><span class="num">2.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">colorbar</span><span class="op">(</span><span class="nam">im1</span><span class="op">,</span> <span class="nam">cax</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">cax_left</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="nam">im1</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">imshow</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">uend</span><span class="op">)</span><span class="op">,</span> <span class="nam">vmin</span><span class="op">=</span><span class="num">0</span><span class="op">,</span> <span class="nam">vmax</span><span class="op">=</span><span class="num">2.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">colorbar</span><span class="op">(</span><span class="nam">im1</span><span class="op">,</span> <span class="nam">cax</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">cax_left</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="nam">im</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">imshow</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">time</span> <span class="op">+</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">dt</span><span class="op">)</span> <span class="op">-</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">uend</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">colorbar</span><span class="op">(</span><span class="nam">im</span><span class="op">,</span> <span class="nam">cax</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">cax_right</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">        <span class="nam">im</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">imshow</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">time</span> <span class="op">+</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">dt</span><span class="op">)</span> <span class="op">-</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">uend</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">colorbar</span><span class="op">(</span><span class="nam">im</span><span class="op">,</span> <span class="nam">cax</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">cax_right</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">f't={lvl.time:.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'solution'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">pause</span><span class="op">(</span><span class="num">1e-9</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"><span class="key">class</span> <span class="nam">live_plotting</span><span class="op">(</span><span class="nam">hooks</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">        <span class="nam">divider</span> <span class="op">=</span> <span class="nam">make_axes_locatable</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">cax</span> <span class="op">=</span> <span class="nam">divider</span><span class="op">.</span><span class="nam">append_axes</span><span class="op">(</span><span class="str">'right'</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="str">'5%'</span><span class="op">,</span> <span class="nam">pad</span><span class="op">=</span><span class="num">0.05</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">f't={lvl.time:.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'solution'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">pause</span><span class="op">(</span><span class="num">1e-9</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"><span class="key">class</span> <span class="nam">live_plotting</span><span class="op">(</span><span class="nam">hooks</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">        <span class="nam">divider</span> <span class="op">=</span> <span class="nam">make_axes_locatable</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">cax</span> <span class="op">=</span> <span class="nam">divider</span><span class="op">.</span><span class="nam">append_axes</span><span class="op">(</span><span class="str">'right'</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="str">'5%'</span><span class="op">,</span> <span class="nam">pad</span><span class="op">=</span><span class="num">0.05</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_step</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">        <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">level_number</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="nam">lvl</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_step</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">        <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">level_number</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="nam">lvl</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">        <span class="nam">im</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">.</span><span class="nam">imshow</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">uend</span><span class="op">)</span><span class="op">,</span> <span class="nam">vmin</span><span class="op">=</span><span class="num">0.2</span><span class="op">,</span> <span class="nam">vmax</span><span class="op">=</span><span class="num">1.8</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">f't={lvl.time + lvl.dt:.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">colorbar</span><span class="op">(</span><span class="nam">im</span><span class="op">,</span> <span class="nam">cax</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">cax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">pause</span><span class="op">(</span><span class="num">1e-9</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"><span class="key">def</span> <span class="nam">run_Schroedinger</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="num">1.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="nam">hook_class</span><span class="op">=</span><span class="nam">LogData</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="nam">fault_stuff</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="nam">custom_controller_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">    <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="nam">space_comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">    <span class="nam">imex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">    <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">    Run a Schroedinger problem with default parameters.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">        num_procs (int): Number of steps for MSSDC</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">        Tend (float): Time to integrate to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        hook_class (pySDC.Hook): A hook to store data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        fault_stuff (dict): A dictionary with information on how to add faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        custom_controller_params (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        use_MPI (bool): Whether or not to use MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">        space_comm (mpi4py.Intracomm): Space communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        imex (bool): Whether to use IMEX implementation or the fully implicit one</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t"><span class="str">        dict: The stats object</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">        controller: The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">        Tend: The time that was supposed to be integrated to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">        <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'problem_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">        <span class="key">if</span> <span class="str">'imex'</span> <span class="key">in</span> <span class="nam">problem_params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">            <span class="nam">imex</span> <span class="op">=</span> <span class="nam">problem_params</span><span class="op">[</span><span class="str">'imex'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">            <span class="nam">problem_params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'imex'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">    <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="nam">space_comm</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_SELF</span> <span class="key">if</span> <span class="nam">space_comm</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">space_comm</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="nam">rank</span> <span class="op">=</span> <span class="nam">space_comm</span><span class="op">.</span><span class="nam">Get_rank</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="com"># initialize level parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">    <span class="nam">level_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'restol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-8</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-01</span> <span class="op">/</span> <span class="num">2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'nsweeps'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="com"># initialize sweeper parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">    <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'quad_type'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'RADAU-RIGHT'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'num_nodes'</span><span class="op">]</span> <span class="op">=</span> <span class="num">3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'IE'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'initial_guess'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'spread'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">    <span class="com"># initialize problem parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">    <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'nvars'</span><span class="op">]</span> <span class="op">=</span> <span class="op">(</span><span class="num">128</span><span class="op">,</span> <span class="num">128</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'spectral'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'c'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'comm'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">space_comm</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="key">if</span> <span class="key">not</span> <span class="nam">imex</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">        <span class="nam">problem_params</span><span class="op">[</span><span class="str">'liniter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">        <span class="nam">problem_params</span><span class="op">[</span><span class="str">'lintol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-8</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">    <span class="com"># initialize step parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">    <span class="nam">step_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">    <span class="nam">step_params</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">50</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">    <span class="com"># initialize controller parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'logger_level'</span><span class="op">]</span> <span class="op">=</span> <span class="num">15</span> <span class="key">if</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span> <span class="key">else</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'hook_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">(</span><span class="nam">hook_class</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">hook_class</span><span class="op">)</span> <span class="op">==</span> <span class="nam">list</span> <span class="key">else</span> <span class="op">[</span><span class="nam">hook_class</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'mssdc_jac'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">    <span class="com"># fill description dictionary for easy step instantiation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_controller_params</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">        <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">controller_params</span><span class="op">,</span> <span class="op">**</span><span class="nam">custom_controller_params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">nonlinearschroedinger_imex</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">nonlinearschroedinger_fully_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">imex_1st_order</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sweeper_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">step_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">        <span class="nam">im</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">.</span><span class="nam">imshow</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">uend</span><span class="op">)</span><span class="op">,</span> <span class="nam">vmin</span><span class="op">=</span><span class="num">0.2</span><span class="op">,</span> <span class="nam">vmax</span><span class="op">=</span><span class="num">1.8</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">f't={lvl.time + lvl.dt:.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">colorbar</span><span class="op">(</span><span class="nam">im</span><span class="op">,</span> <span class="nam">cax</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">cax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">pause</span><span class="op">(</span><span class="num">1e-9</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"><span class="key">def</span> <span class="nam">run_Schroedinger</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="num">1.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">    <span class="nam">hook_class</span><span class="op">=</span><span class="nam">LogData</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">    <span class="nam">fault_stuff</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">    <span class="nam">custom_controller_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">    <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="nam">space_comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="nam">imex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"><span class="str">    Run a Schroedinger problem with default parameters.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">        num_procs (int): Number of steps for MSSDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"><span class="str">        Tend (float): Time to integrate to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">        hook_class (pySDC.Hook): A hook to store data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">        fault_stuff (dict): A dictionary with information on how to add faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">        custom_controller_params (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">        use_MPI (bool): Whether or not to use MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        space_comm (mpi4py.Intracomm): Space communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        imex (bool): Whether to use IMEX implementation or the fully implicit one</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">        dict: The stats object</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        controller: The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">        bool: If the code crashed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">        <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'problem_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">        <span class="key">if</span> <span class="str">'imex'</span> <span class="key">in</span> <span class="nam">problem_params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t">            <span class="nam">imex</span> <span class="op">=</span> <span class="nam">problem_params</span><span class="op">[</span><span class="str">'imex'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">            <span class="nam">problem_params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'imex'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">    <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">    <span class="nam">space_comm</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_SELF</span> <span class="key">if</span> <span class="nam">space_comm</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">space_comm</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">    <span class="nam">rank</span> <span class="op">=</span> <span class="nam">space_comm</span><span class="op">.</span><span class="nam">Get_rank</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">    <span class="com"># initialize level parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="nam">level_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'restol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-8</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-01</span> <span class="op">/</span> <span class="num">2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'nsweeps'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="com"># initialize sweeper parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">    <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'quad_type'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'RADAU-RIGHT'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'num_nodes'</span><span class="op">]</span> <span class="op">=</span> <span class="num">3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'IE'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QE'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'PIC'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'initial_guess'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'spread'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">    <span class="com"># initialize problem parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">    <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'nvars'</span><span class="op">]</span> <span class="op">=</span> <span class="op">(</span><span class="num">128</span><span class="op">,</span> <span class="num">128</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'spectral'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'c'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">problem_params</span><span class="op">[</span><span class="str">'comm'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">space_comm</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="key">if</span> <span class="key">not</span> <span class="nam">imex</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">        <span class="nam">problem_params</span><span class="op">[</span><span class="str">'liniter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">        <span class="nam">problem_params</span><span class="op">[</span><span class="str">'lintol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-8</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">    <span class="com"># initialize step parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="nam">step_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">    <span class="nam">step_params</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">50</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">    <span class="com"># initialize controller parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'logger_level'</span><span class="op">]</span> <span class="op">=</span> <span class="num">15</span> <span class="key">if</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span> <span class="key">else</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'hook_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">(</span><span class="nam">hook_class</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">hook_class</span><span class="op">)</span> <span class="op">==</span> <span class="nam">list</span> <span class="key">else</span> <span class="op">[</span><span class="nam">hook_class</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'mssdc_jac'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">    <span class="com"># fill description dictionary for easy step instantiation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_controller_params</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">        <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">controller_params</span><span class="op">,</span> <span class="op">**</span><span class="nam">custom_controller_params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">dict</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">nonlinearschroedinger_imex</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">nonlinearschroedinger_fully_implicit</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">imex_1st_order_efficient</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">generic_implicit_efficient</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sweeper_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">step_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="com"># set time parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">    <span class="nam">t0</span> <span class="op">=</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">    <span class="com"># set time parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">    <span class="nam">t0</span> <span class="op">=</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">    <span class="com"># instantiate controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">    <span class="nam">controller_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">        <span class="str">'controller_params'</span><span class="op">:</span> <span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">        <span class="str">'description'</span><span class="op">:</span> <span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">    <span class="key">if</span> <span class="nam">use_MPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_MPI</span> <span class="key">import</span> <span class="nam">controller_MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_MPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_nonMPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">    <span class="nam">uinit</span> <span class="op">=</span> <span class="nam">P</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">    <span class="com"># insert faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">    <span class="key">if</span> <span class="nam">fault_stuff</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_injection</span> <span class="key">import</span> <span class="nam">prepare_controller_for_faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">    <span class="com"># instantiate controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">    <span class="nam">controller_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">        <span class="str">'controller_params'</span><span class="op">:</span> <span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">        <span class="str">'description'</span><span class="op">:</span> <span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">    <span class="key">if</span> <span class="nam">use_MPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_MPI</span> <span class="key">import</span> <span class="nam">controller_MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_MPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_nonMPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">    <span class="nam">uinit</span> <span class="op">=</span> <span class="nam">P</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">    <span class="com"># insert faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">    <span class="key">if</span> <span class="nam">fault_stuff</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_injection</span> <span class="key">import</span> <span class="nam">prepare_controller_for_faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="nam">nvars</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="op">/</span> <span class="num">2</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">problem_params</span><span class="op">[</span><span class="str">'nvars'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">        <span class="nam">nvars</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">+=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">        <span class="nam">nvars</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="op">/</span> <span class="num">2</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">problem_params</span><span class="op">[</span><span class="str">'nvars'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">        <span class="nam">nvars</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">+=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">        <span class="nam">rnd_args</span> <span class="op">=</span> <span class="op">{</span><span class="str">'problem_pos'</span><span class="op">:</span> <span class="nam">nvars</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">        <span class="nam">prepare_controller_for_faults</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">fault_stuff</span><span class="op">,</span> <span class="nam">rnd_args</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="nam">rnd_args</span> <span class="op">=</span> <span class="op">{</span><span class="str">'problem_pos'</span><span class="op">:</span> <span class="nam">nvars</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">        <span class="nam">prepare_controller_for_faults</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">fault_stuff</span><span class="op">,</span> <span class="nam">rnd_args</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">    <span class="com"># call main function to get things done...</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">    <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">    <span class="com"># call main function to get things done...</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="nam">crash</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">    <span class="key">except</span> <span class="op">(</span><span class="nam">ConvergenceError</span><span class="op">,</span> <span class="nam">OverflowError</span><span class="op">)</span> <span class="key">as</span> <span class="nam">e</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Warning: Premature termination: {e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">        <span class="nam">crash</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t"><span class="key">def</span> <span class="nam">main</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_Schroedinger</span><span class="op">(</span><span class="nam">space_comm</span><span class="op">=</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="nam">live_plotting</span><span class="op">,</span> <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">    <span class="nam">main</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">crash</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t"><span class="key">def</span> <span class="nam">main</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">    <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_Schroedinger</span><span class="op">(</span><span class="nam">space_comm</span><span class="op">=</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="nam">live_plotting</span><span class="op">,</span> <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">    <span class="nam">main</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -290,7 +295,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_accuracy_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_accuracy_check_py.html b/coverage/d_5893b65af8042ae2_accuracy_check_py.html
index ea307bc767..3d4458ec55 100644
--- a/coverage/d_5893b65af8042ae2_accuracy_check_py.html
+++ b/coverage/d_5893b65af8042ae2_accuracy_check_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_advection_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -532,7 +532,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_advection_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_advection_py.html b/coverage/d_5893b65af8042ae2_advection_py.html
index eb1e01d4f9..c712cbb3b8 100644
--- a/coverage/d_5893b65af8042ae2_advection_py.html
+++ b/coverage/d_5893b65af8042ae2_advection_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_collocation_adaptivity_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -237,7 +237,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_collocation_adaptivity_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_collocation_adaptivity_py.html b/coverage/d_5893b65af8042ae2_collocation_adaptivity_py.html
index e06a2034e8..86e2f91af2 100644
--- a/coverage/d_5893b65af8042ae2_collocation_adaptivity_py.html
+++ b/coverage/d_5893b65af8042ae2_collocation_adaptivity_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_dahlquist_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -410,7 +410,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_dahlquist_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_dahlquist_py.html b/coverage/d_5893b65af8042ae2_dahlquist_py.html
index c6bafe880b..a29848cfb6 100644
--- a/coverage/d_5893b65af8042ae2_dahlquist_py.html
+++ b/coverage/d_5893b65af8042ae2_dahlquist_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_extrapolation_within_Q_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -421,7 +421,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_extrapolation_within_Q_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_extrapolation_within_Q_py.html b/coverage/d_5893b65af8042ae2_extrapolation_within_Q_py.html
index 1253c15e50..53dcf990e1 100644
--- a/coverage/d_5893b65af8042ae2_extrapolation_within_Q_py.html
+++ b/coverage/d_5893b65af8042ae2_extrapolation_within_Q_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_fault_injection_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -214,7 +214,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_fault_injection_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_fault_injection_py.html b/coverage/d_5893b65af8042ae2_fault_injection_py.html
index cd0c9b5363..b3cecbccb2 100644
--- a/coverage/d_5893b65af8042ae2_fault_injection_py.html
+++ b/coverage/d_5893b65af8042ae2_fault_injection_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_fault_stats_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -669,7 +669,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_fault_stats_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_fault_stats_py.html b/coverage/d_5893b65af8042ae2_fault_stats_py.html
index 9c30c69f57..f8a58ac2af 100644
--- a/coverage/d_5893b65af8042ae2_fault_stats_py.html
+++ b/coverage/d_5893b65af8042ae2_fault_stats_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/Resilience/fault_stats.py: 58%</title>
+    <title>Coverage for pySDC/projects/Resilience/fault_stats.py: 59%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/Resilience/fault_stats.py</b>:
-            <span class="pc_cov">58%</span>
+            <span class="pc_cov">59%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,8 +54,8 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">430 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">251<span class="text"> run</span></button>
+            <span class="text">434 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">255<span class="text"> run</span></button>
             <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">179<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">262<span class="text"> excluded</span></button>
         </h2>
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_heat_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -111,7 +111,7 @@ <h2>
     <p class="run"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"><span class="nam">LOGGER_LEVEL</span> <span class="op">=</span> <span class="num">40</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t"><span class="nam">RECOVERY_THRESH_ABS</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">    <span class="nam">run_quench</span><span class="op">:</span> <span class="num">5e-3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">    <span class="com"># run_quench: 5e-3,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">    <span class="com"># run_Schroedinger: 1.7e-6,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t"><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
@@ -224,7 +224,7 @@ <h2>
     <p class="mis show_mis"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">                <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span> <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">comm</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">        <span class="nam">step</span> <span class="op">=</span> <span class="op">(</span><span class="nam">runs</span> <span class="key">if</span> <span class="nam">step</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">step</span><span class="op">)</span> <span class="key">if</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span> <span class="op">==</span> <span class="num">1</span> <span class="key">else</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">        <span class="nam">step</span> <span class="op">=</span> <span class="op">(</span><span class="nam">runs</span> <span class="key">if</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span> <span class="op">==</span> <span class="num">1</span> <span class="key">else</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span><span class="op">)</span> <span class="key">if</span> <span class="nam">step</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">step</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">        <span class="nam">_runs_partial</span> <span class="op">=</span> <span class="nam">step</span> <span class="key">if</span> <span class="nam">_runs_partial</span> <span class="op">==</span> <span class="num">0</span> <span class="key">else</span> <span class="nam">_runs_partial</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">        <span class="nam">reload</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">reload</span> <span class="key">or</span> <span class="nam">_reload</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
@@ -257,7 +257,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">        <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span><span class="op">,</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">generate_stats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">j</span> <span class="op">+</span> <span class="op">(</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">%</span> <span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span> <span class="op">%</span> <span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span> <span class="op">-</span> <span class="nam">j</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">j</span> <span class="op">+</span> <span class="op">(</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">%</span> <span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span> <span class="op">%</span> <span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span> <span class="op">-</span> <span class="nam">j</span><span class="op">)</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">                <span class="nam">runs</span><span class="op">=</span><span class="nam">min</span><span class="op">(</span><span class="nam">_runs_partial</span><span class="op">,</span> <span class="nam">max_runs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">                <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">                <span class="nam">reload</span><span class="op">=</span><span class="nam">reload</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
@@ -337,1467 +337,1505 @@ <h2>
     <p class="run"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">                <span class="key">continue</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">            <span class="com"># perform a single experiment with the correct random seed</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="nam">i</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span> <span class="nam">space_comm</span><span class="op">=</span><span class="nam">space_comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">crash</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="nam">i</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span> <span class="nam">space_comm</span><span class="op">=</span><span class="nam">space_comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">            <span class="com"># get the data from the stats</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">            <span class="nam">faults_run</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">            <span class="nam">t</span><span class="op">,</span> <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">            <span class="nam">error</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_error</span><span class="op">(</span><span class="nam">u</span><span class="op">,</span> <span class="nam">t</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">            <span class="nam">total_iteration</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">k</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'k'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">            <span class="nam">total_newton_iteration</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">k</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">            <span class="com"># record the new data point</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">            <span class="key">if</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">                <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">faults_run</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'level'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'node'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">2</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'problem_pos'</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'target'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">                    <span class="nam">dat</span><span class="op">[</span><span class="str">'rank'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">6</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">                <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">                    <span class="key">assert</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">,</span> <span class="str">f'No faults where recorded in run {i} of strategy {strategy.name}!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'total_iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">total_iteration</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'total_newton_iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">total_newton_iteration</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">        <span class="com"># free the space communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">        <span class="nam">space_comm</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">        <span class="nam">dat_full</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">        <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">dat</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">            <span class="nam">dat_full</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">reduce</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">SUM</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">        <span class="com"># store the completed stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">        <span class="nam">dat_full</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">runs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">        <span class="key">if</span> <span class="nam">already_completed</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span> <span class="op">&lt;</span> <span class="nam">runs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">            <span class="key">if</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">store</span><span class="op">(</span><span class="nam">dat_full</span><span class="op">,</span> <span class="op">**</span><span class="nam">identifier_args</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">                <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">                    <span class="nam">self</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">            <span class="key">if</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">                <span class="key">assert</span> <span class="nam">len</span><span class="op">(</span><span class="nam">faults_run</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">,</span> <span class="str">f"Did not record a fault in run {i} of {strategy.name}!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'level'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'node'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">2</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'problem_pos'</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'target'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">                <span class="nam">dat</span><span class="op">[</span><span class="str">'rank'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">faults_run</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">6</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">            <span class="key">if</span> <span class="nam">crash</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">                <span class="nam">print</span><span class="op">(</span><span class="str">'Code crashed!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">                <span class="key">continue</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">            <span class="com"># record the rest of the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">            <span class="nam">t</span><span class="op">,</span> <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">            <span class="nam">error</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_error</span><span class="op">(</span><span class="nam">u</span><span class="op">,</span> <span class="nam">t</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">            <span class="nam">total_iteration</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">k</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'k'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">            <span class="nam">total_newton_iteration</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">k</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'total_iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">total_iteration</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'total_newton_iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">total_newton_iteration</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">            <span class="nam">dat</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">        <span class="com"># free the space communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">        <span class="nam">space_comm</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">        <span class="nam">dat_full</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">        <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">dat</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">            <span class="nam">dat_full</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">reduce</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">SUM</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">        <span class="com"># store the completed stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">        <span class="nam">dat_full</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">runs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="key">if</span> <span class="nam">already_completed</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span> <span class="op">&lt;</span> <span class="nam">runs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">            <span class="key">if</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">store</span><span class="op">(</span><span class="nam">dat_full</span><span class="op">,</span> <span class="op">**</span><span class="nam">identifier_args</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">                <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">                    <span class="nam">self</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_error</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">u</span><span class="op">,</span> <span class="nam">t</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t"><span class="str">        Compute the error.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t"><span class="str">            u (dtype_u): The solution at the end of the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t"><span class="str">            t (float): Time at which `u` was recorded</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t"><span class="str">            controller (pySDC.controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t"><span class="str">            Tend (float): Time you want to run to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">            float: Error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">        <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">        <span class="com"># decide if we reached Tend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">        <span class="nam">Tend_reached</span> <span class="op">=</span> <span class="nam">t</span> <span class="op">+</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt_initial</span> <span class="op">>=</span> <span class="nam">Tend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">        <span class="key">if</span> <span class="nam">Tend_reached</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">            <span class="key">return</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u</span> <span class="op">-</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">t</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f'Final time was not reached! Code crashed at t={t:.2f} instead of reaching Tend={Tend:.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">    <span class="key">def</span> <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">        <span class="nam">run</span><span class="op">=</span><span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="nam">force_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="nam">hook_class</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">        <span class="nam">space_comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">        <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="nam">time_comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t"><span class="str">        Run the problem once with the specified parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you plan on using</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t"><span class="str">            run (int): Index for fault generation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t"><span class="str">            faults (bool): Whether or not to put faults in</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t"><span class="str">            force_params (dict): Change parameters in the description of the problem</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t"><span class="str">            space_comm (MPI.Communicator): A communicator for space parallelisation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t"><span class="str">            Tend (float): Time you want to run to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t"><span class="str">            time_comm (MPI.Intracomm.Communicator): Communicator in time</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t"><span class="str">            dict: Stats object containing statistics for each step, each level and each iteration</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t"><span class="str">            pySDC.Controller: The controller of the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t"><span class="str">            float: The time the problem should have run to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">        <span class="nam">hook_class</span> <span class="op">=</span> <span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogWork</span><span class="op">]</span> <span class="op">+</span> <span class="op">(</span><span class="op">[</span><span class="nam">LogData</span><span class="op">]</span> <span class="key">if</span> <span class="nam">hook_class</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">hook_class</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">force_params</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">force_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">        <span class="com"># build the custom description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">        <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">force_params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">custom_description</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">k</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span> <span class="op">**</span><span class="nam">force_params</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">        <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">            <span class="str">'logger_level'</span><span class="op">:</span> <span class="nam">LOGGER_LEVEL</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">            <span class="op">**</span><span class="nam">force_params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'controller_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">        <span class="key">if</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">            <span class="nam">fault_stuff</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">                <span class="str">'rng'</span><span class="op">:</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">                <span class="str">'args'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_fault_args</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">                <span class="str">'rnd_params'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">            <span class="com"># make parameters for faults:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'random'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rng'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">random</span><span class="op">.</span><span class="nam">RandomState</span><span class="op">(</span><span class="nam">run</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">            <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'combination'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rng'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">            <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rng'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">random</span><span class="op">.</span><span class="nam">RandomState</span><span class="op">(</span><span class="nam">run</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rnd_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">                    <span class="str">'bit'</span><span class="op">:</span> <span class="num">12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">                    <span class="str">'min_node'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">                <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Don\'t know how to add faults in mode {self.mode}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">            <span class="nam">fault_stuff</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_error</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">u</span><span class="op">,</span> <span class="nam">t</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t"><span class="str">        Compute the error.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t"><span class="str">            u (dtype_u): The solution at the end of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t"><span class="str">            t (float): Time at which `u` was recorded</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t"><span class="str">            controller (pySDC.controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t"><span class="str">            Tend (float): Time you want to run to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t"><span class="str">            float: Error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">        <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">        <span class="com"># decide if we reached Tend</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">        <span class="nam">Tend_reached</span> <span class="op">=</span> <span class="nam">t</span> <span class="op">+</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt_initial</span> <span class="op">>=</span> <span class="nam">Tend</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">        <span class="key">if</span> <span class="nam">Tend_reached</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">            <span class="nam">u_star</span> <span class="op">=</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">t</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">            <span class="key">return</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u</span> <span class="op">-</span> <span class="nam">u_star</span><span class="op">)</span> <span class="op">/</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_star</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f'Final time was not reached! Code crashed at t={t:.2f} instead of reaching Tend={Tend:.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">    <span class="key">def</span> <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="nam">run</span><span class="op">=</span><span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">        <span class="nam">force_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="nam">hook_class</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">        <span class="nam">space_comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">        <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">        <span class="nam">time_comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t"><span class="str">        Run the problem once with the specified parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you plan on using</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t"><span class="str">            run (int): Index for fault generation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t"><span class="str">            faults (bool): Whether or not to put faults in</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t"><span class="str">            force_params (dict): Change parameters in the description of the problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t"><span class="str">            space_comm (MPI.Communicator): A communicator for space parallelisation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t"><span class="str">            Tend (float): Time you want to run to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t"><span class="str">            time_comm (MPI.Intracomm.Communicator): Communicator in time</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t"><span class="str">            dict: Stats object containing statistics for each step, each level and each iteration</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t"><span class="str">            pySDC.Controller: The controller of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t"><span class="str">            float: The time the problem should have run to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">        <span class="nam">hook_class</span> <span class="op">=</span> <span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogWork</span><span class="op">]</span> <span class="op">+</span> <span class="op">(</span><span class="op">[</span><span class="nam">LogData</span><span class="op">]</span> <span class="key">if</span> <span class="nam">hook_class</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">hook_class</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">        <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">force_params</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">force_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">        <span class="com"># build the custom description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">        <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="nam">force_params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">custom_description</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">k</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span> <span class="op">**</span><span class="nam">force_params</span><span class="op">[</span><span class="nam">k</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">        <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">            <span class="str">'logger_level'</span><span class="op">:</span> <span class="nam">LOGGER_LEVEL</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">            <span class="op">**</span><span class="nam">force_params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'controller_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">        <span class="key">if</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">            <span class="nam">fault_stuff</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">                <span class="str">'rng'</span><span class="op">:</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">                <span class="str">'args'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_fault_args</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">                <span class="str">'rnd_params'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">            <span class="com"># make parameters for faults:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'random'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rng'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">random</span><span class="op">.</span><span class="nam">RandomState</span><span class="op">(</span><span class="nam">run</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">            <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'combination'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rng'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">            <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rng'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">random</span><span class="op">.</span><span class="nam">RandomState</span><span class="op">(</span><span class="nam">run</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">                <span class="nam">fault_stuff</span><span class="op">[</span><span class="str">'rnd_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">                    <span class="str">'bit'</span><span class="op">:</span> <span class="num">12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">                    <span class="str">'min_node'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">                <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Don\'t know how to add faults in mode {self.mode}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_class</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">            <span class="nam">fault_stuff</span><span class="op">=</span><span class="nam">fault_stuff</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">Tend</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">            <span class="nam">space_comm</span><span class="op">=</span><span class="nam">space_comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">            <span class="nam">comm</span><span class="op">=</span><span class="nam">time_comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">time_comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">    <span class="key">def</span> <span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="num">0</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t"><span class="str">        Take a closer look at how the strategies compare for a specific run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t"><span class="str">            run (int): The number of the run to get the appropriate random generator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t"><span class="str">            faults (bool): Whether or not to include faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">        <span class="nam">k_ax</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'-.'</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">strategy</span><span class="op">)</span> <span class="op">==</span> <span class="nam">HotRodStrategy</span> <span class="key">else</span> <span class="str">'-'</span> <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">        <span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">scrutinize_visual</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">k_ax</span><span class="op">,</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">        <span class="com"># make a legend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">        <span class="op">[</span><span class="nam">k_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">label</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">)</span> <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">        <span class="nam">k_ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-comparison.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">    <span class="key">def</span> <span class="nam">scrutinize_visual</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">k_ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span><span class="op">,</span> <span class="nam">plot_restarts</span><span class="op">=</span><span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t"><span class="str">        Take a closer look at a specific run with a plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you plan on using</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t"><span class="str">            run (int): The number of the run to get the appropriate random generator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t"><span class="str">            faults (bool): Whether or not to include faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot the error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t"><span class="str">            k_ax (Matplotlib.axes): Somewhere to plot the iterations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t"><span class="str">            plot_restarts (bool): Make vertical lines wherever restarts happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t"><span class="str">            dict: Stats from the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">        <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">            <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">            <span class="nam">force_params</span><span class="op">=</span><span class="nam">force_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogData</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">        <span class="com"># plot the local error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">        <span class="nam">e_loc</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="nam">ls</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">        <span class="com"># plot the iterations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">        <span class="nam">k_ax</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">k_ax</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">k_ax</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'k'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">        <span class="nam">k_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">        <span class="com"># plot the faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">        <span class="nam">faults</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">        <span class="key">for</span> <span class="nam">fault_time</span> <span class="key">in</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">faults</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">fault_time</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">        <span class="com"># plot restarts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">        <span class="key">if</span> <span class="nam">plot_restarts</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">            <span class="nam">restarts</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">            <span class="op">[</span><span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">)</span> <span class="key">if</span> <span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">else</span> <span class="str">''</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">restarts</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">        <span class="com"># decorate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$\epsilon$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">        <span class="nam">k_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'cumulative iterations (dashed)'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-{strategy.name}-details.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">    <span class="key">def</span> <span class="nam">scrutinize</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">logger_level</span><span class="op">=</span><span class="num">15</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t"><span class="str">        Take a closer look at a specific run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you plan on using</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">            <span class="nam">fault_stuff</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_class</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">            <span class="nam">fault_stuff</span><span class="op">=</span><span class="nam">fault_stuff</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">Tend</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">            <span class="nam">space_comm</span><span class="op">=</span><span class="nam">space_comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">            <span class="nam">comm</span><span class="op">=</span><span class="nam">time_comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">time_comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">    <span class="key">def</span> <span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="num">0</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t"><span class="str">        Take a closer look at how the strategies compare for a specific run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t"><span class="str">            run (int): The number of the run to get the appropriate random generator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t"><span class="str">            faults (bool): Whether or not to include faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">        <span class="nam">k_ax</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'-.'</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">strategy</span><span class="op">)</span> <span class="op">==</span> <span class="nam">HotRodStrategy</span> <span class="key">else</span> <span class="str">'-'</span> <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">        <span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">scrutinize_visual</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">k_ax</span><span class="op">,</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">        <span class="com"># make a legend</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="op">[</span><span class="nam">k_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">label</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">)</span> <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">        <span class="nam">k_ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-comparison.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">    <span class="key">def</span> <span class="nam">scrutinize_visual</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">k_ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span><span class="op">,</span> <span class="nam">plot_restarts</span><span class="op">=</span><span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t"><span class="str">        Take a closer look at a specific run with a plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you plan on using</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t"><span class="str">            run (int): The number of the run to get the appropriate random generator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t"><span class="str">            faults (bool): Whether or not to include faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot the error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t"><span class="str">            k_ax (Matplotlib.axes): Somewhere to plot the iterations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t"><span class="str">            plot_restarts (bool): Make vertical lines wherever restarts happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t"><span class="str">            dict: Stats from the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">        <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">            <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">            <span class="nam">force_params</span><span class="op">=</span><span class="nam">force_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogData</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">        <span class="com"># plot the local error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">        <span class="nam">e_loc</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="nam">ls</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">        <span class="com"># plot the iterations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">        <span class="nam">k_ax</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">k_ax</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">k_ax</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'k'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">        <span class="nam">k_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">        <span class="com"># plot the faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">        <span class="nam">faults</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">        <span class="key">for</span> <span class="nam">fault_time</span> <span class="key">in</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">faults</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">fault_time</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">        <span class="com"># plot restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">        <span class="key">if</span> <span class="nam">plot_restarts</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">            <span class="nam">restarts</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">            <span class="op">[</span><span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">)</span> <span class="key">if</span> <span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">else</span> <span class="str">''</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">restarts</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">        <span class="com"># decorate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$\epsilon$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">        <span class="nam">k_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'cumulative iterations (dashed)'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-{strategy.name}-details.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">    <span class="key">def</span> <span class="nam">scrutinize</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">logger_level</span><span class="op">=</span><span class="num">15</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t"><span class="str">        Take a closer look at a specific run</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_injection</span> <span class="key">import</span> <span class="nam">FaultInjector</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">        <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">        <span class="nam">force_params</span><span class="op">[</span><span class="str">'controller_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="nam">logger_level</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">        <span class="nam">force_params</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'skip_residual_computation'</span><span class="op">:</span> <span class="op">(</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">force_params</span><span class="op">=</span><span class="nam">force_params</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">        <span class="nam">u_all</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">        <span class="nam">t</span><span class="op">,</span> <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">argmax</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u_all</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'k'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">        <span class="nam">fault_hook</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">hooks</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="op">==</span> <span class="nam">FaultInjector</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">        <span class="nam">unhappened_faults</span> <span class="op">=</span> <span class="nam">fault_hook</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">faults</span> <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">fault_hook</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span> <span class="key">else</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'\nOverview for {strategy.name} strategy'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">        <span class="com"># print faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">        <span class="nam">faults</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'\nfaults:'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'    t   | level | iter | node | bit | trgt | rank | pos'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'--------+-------+------+------+-----+------+---------------------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">        <span class="key">for</span> <span class="nam">f</span> <span class="key">in</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">                <span class="str">f' {f[0]:6.2f} | {f[1][0]:5d} | {f[1][1]:4d} | {f[1][2]:4d} | {f[1][4]:3d} | {f[1][5]:4d} | {f[1][6]:4d} |'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">                <span class="nam">f</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'--------+-------+------+------+-----+------+---------------------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">        <span class="key">for</span> <span class="nam">f</span> <span class="key">in</span> <span class="nam">unhappened_faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">                <span class="str">f'!{f.time:6.2f} | {f.level_number:5d} | {f.iteration:4d} | {f.node:4d} | {f.bit:3d} | {f.target:4d} | {f.rank:4d} |'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">                <span class="nam">f</span><span class="op">.</span><span class="nam">problem_pos</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">        <span class="com"># see if we can determine if the faults where recovered</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">        <span class="nam">no_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">        <span class="nam">e_star</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">no_faults</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'error'</span><span class="op">,</span> <span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">        <span class="nam">error</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_error</span><span class="op">(</span><span class="nam">u</span><span class="op">,</span> <span class="nam">t</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">        <span class="nam">recovery_thresh</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_thresh</span><span class="op">(</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">            <span class="str">f'e={error:.2e}, e^*={e_star:.2e}, thresh: {recovery_thresh:.2e} -> recovered: \</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t"><span class="str">{error &lt; recovery_thresh}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'k: sum: {np.sum(k)}, min: {np.min(k)}, max: {np.max(k)}, mean: {np.mean(k):.2f},'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">        <span class="nam">_newton_iter</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">_newton_iter</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">            <span class="nam">newton_iter</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">_newton_iter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">                <span class="str">f'Newton: k: sum: {np.sum(newton_iter)}, min: {np.min(newton_iter)}, max: {np.max(newton_iter)}, mean: {np.mean(newton_iter):.2f},'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">        <span class="com"># checkout the step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'dt: min: {np.min(dt):.2e}, max: {np.max(dt):.2e}, mean: {np.mean(dt):.2e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">        <span class="com"># restarts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">        <span class="nam">restarts</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'restarts: {sum(restarts)}, without faults: {no_faults["restarts"][0]}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">        <span class="key">return</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you plan on using</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_injection</span> <span class="key">import</span> <span class="nam">FaultInjector</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">        <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">        <span class="nam">force_params</span><span class="op">[</span><span class="str">'controller_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="nam">logger_level</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">        <span class="nam">force_params</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'skip_residual_computation'</span><span class="op">:</span> <span class="op">(</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">force_params</span><span class="op">=</span><span class="nam">force_params</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">        <span class="nam">u_all</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">        <span class="nam">t</span><span class="op">,</span> <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">argmax</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u_all</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'k'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">        <span class="nam">fault_hook</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">hooks</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="op">==</span> <span class="nam">FaultInjector</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">        <span class="nam">unhappened_faults</span> <span class="op">=</span> <span class="nam">fault_hook</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">faults</span> <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">fault_hook</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span> <span class="key">else</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'\nOverview for {strategy.name} strategy'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">        <span class="com"># print faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">        <span class="nam">faults</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'\nfaults:'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'    t   | level | iter | node | bit | trgt | rank | pos'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'--------+-------+------+------+-----+------+---------------------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">        <span class="key">for</span> <span class="nam">f</span> <span class="key">in</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">                <span class="str">f' {f[0]:6.2f} | {f[1][0]:5d} | {f[1][1]:4d} | {f[1][2]:4d} | {f[1][4]:3d} | {f[1][5]:4d} | {f[1][6]:4d} |'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">                <span class="nam">f</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'--------+-------+------+------+-----+------+---------------------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">        <span class="key">for</span> <span class="nam">f</span> <span class="key">in</span> <span class="nam">unhappened_faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">                <span class="str">f'!{f.time:6.2f} | {f.level_number:5d} | {f.iteration:4d} | {f.node:4d} | {f.bit:3d} | {f.target:4d} | {f.rank:4d} |'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">                <span class="nam">f</span><span class="op">.</span><span class="nam">problem_pos</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">        <span class="com"># see if we can determine if the faults where recovered</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">        <span class="nam">no_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">        <span class="nam">e_star</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">no_faults</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'error'</span><span class="op">,</span> <span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">        <span class="nam">error</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_error</span><span class="op">(</span><span class="nam">u</span><span class="op">,</span> <span class="nam">t</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="nam">recovery_thresh</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_thresh</span><span class="op">(</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">            <span class="str">f'e={error:.2e}, e^*={e_star:.2e}, thresh: {recovery_thresh:.2e} -> recovered: {error &lt; recovery_thresh}, e_rel = {error/abs(u):.2e}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'k: sum: {np.sum(k)}, min: {np.min(k)}, max: {np.max(k)}, mean: {np.mean(k):.2f},'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">        <span class="nam">_newton_iter</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">_newton_iter</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">            <span class="nam">newton_iter</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">_newton_iter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">                <span class="str">f'Newton: k: sum: {np.sum(newton_iter)}, min: {np.min(newton_iter)}, max: {np.max(newton_iter)}, mean: {np.mean(newton_iter):.2f},'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">        <span class="com"># checkout the step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f't: {t:.2f}, dt: min: {np.min(dt):.2e}, max: {np.max(dt):.2e}, mean: {np.mean(dt):.2e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">        <span class="com"># restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">        <span class="nam">restarts</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'restarts: {sum(restarts)}, without faults: {no_faults["restarts"][0]}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">    <span class="key">def</span> <span class="nam">convert_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">faults</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t"><span class="str">        Make arrays of useable data from an entry in the stats object returned by pySDC</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t"><span class="str">            faults (list): The entry for faults returned by the pySDC run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t"><span class="str">            list: The times when the faults happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t"><span class="str">            list: The levels in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t"><span class="str">            list: The iterations in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t"><span class="str">            list: The nodes in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t"><span class="str">            list: The problem positions in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t"><span class="str">            list: The bits in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t">        <span class="nam">time</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t">        <span class="nam">level</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">        <span class="nam">iteration</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t">        <span class="nam">node</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">        <span class="nam">problem_pos</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">        <span class="nam">bit</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">4</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">        <span class="key">return</span> <span class="nam">time</span><span class="op">,</span> <span class="nam">level</span><span class="op">,</span> <span class="nam">iteration</span><span class="op">,</span> <span class="nam">node</span><span class="op">,</span> <span class="nam">problem_pos</span><span class="op">,</span> <span class="nam">bit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_path</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t"><span class="str">        Get the path to where the stats are stored</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t"><span class="str">            faults (bool): Whether or not faults have been activated</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t"><span class="str">            str: The path to what you are looking for</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t">        <span class="key">return</span> <span class="str">f'{self.stats_path}/{self.get_name(**kwargs)}.pickle'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_name</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t"><span class="str">        Function to get a unique name for a kind of statistics based on the problem and strategy that was used</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t"><span class="str">            strategy (Strategy): Resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t"><span class="str">            faults (bool): Whether or not faults where inserted</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t"><span class="str">            str: The unique identifier</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_advection</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'advection'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_vdp</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'vdp'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_piline</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'piline'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_Lorenz</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'Lorenz'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_Schroedinger</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'Schroedinger'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_quench</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'Quench'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Name not implemented for problem {self.prob}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">        <span class="key">if</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">            <span class="nam">fault_name</span> <span class="op">=</span> <span class="str">'-faults'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t">            <span class="nam">fault_name</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t">            <span class="nam">strategy_name</span> <span class="op">=</span> <span class="str">f'-{strategy.name}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">            <span class="nam">strategy_name</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t">        <span class="nam">mode</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="key">if</span> <span class="nam">mode</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">mode</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t">        <span class="key">if</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">            <span class="nam">mode_thing</span> <span class="op">=</span> <span class="str">f'-regular{self.kwargs["fault_frequency_iter"] if faults else ""}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t">            <span class="nam">mode_thing</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">        <span class="nam">mpi_thing</span> <span class="op">=</span> <span class="str">'-MPI'</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">use_MPI</span> <span class="key">else</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t">        <span class="key">return</span> <span class="str">f'{prob_name}{strategy_name}{fault_name}-{self.num_procs}procs{mode_thing}{mpi_thing}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">    <span class="key">def</span> <span class="nam">store</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t"><span class="str">        Stores the data for a run at a predefined path</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t">        <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_path</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span> <span class="str">'wb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t">            <span class="nam">pickle</span><span class="op">.</span><span class="nam">dump</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t">    <span class="key">def</span> <span class="nam">load</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t"><span class="str">        Loads the stats belonging to a specific strategy and whether or not faults where inserted.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t"><span class="str">        When no data has been generated yet, a dictionary is returned which only contains the number of completed runs,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t"><span class="str">        which is 0 of course.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t"><span class="str">            dict: Data from previous run or if it is not available a placeholder dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'strategy'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'strategy'</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">.</span><span class="nam">rank</span> <span class="op">%</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">        <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">            <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_path</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span> <span class="str">'rb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">                <span class="nam">dat</span> <span class="op">=</span> <span class="nam">pickle</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">        <span class="key">except</span> <span class="nam">FileNotFoundError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'File \"{self.get_path(**kwargs)}\" not found!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t">            <span class="key">return</span> <span class="op">{</span><span class="str">'runs'</span><span class="op">:</span> <span class="num">0</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t">        <span class="key">return</span> <span class="nam">dat</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_thresh</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t"><span class="str">        Get recovery threshold based on relative and absolute tolerances</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t">        <span class="nam">fault_free</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">        <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">            <span class="nam">fault_free</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">.</span><span class="nam">std</span><span class="op">(</span><span class="op">)</span> <span class="op">/</span> <span class="nam">fault_free</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">        <span class="op">)</span><span class="op">,</span> <span class="str">f'Got too large variation of errors in {strategy} strategy!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">        <span class="key">return</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">recovery_thresh_abs</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">recovery_thresh</span> <span class="op">*</span> <span class="nam">fault_free</span><span class="op">[</span><span class="str">"error"</span><span class="op">]</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_recovered</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t"><span class="str">        Determine the recovery rate for a specific strategy and store it to disk.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t">        <span class="key">if</span> <span class="str">'strategy'</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t">            <span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strat</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span> <span class="key">for</span> <span class="nam">strat</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t">            <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">                <span class="nam">with_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t">                <span class="nam">with_faults</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">with_faults</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_thresh</span><span class="op">(</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'strategy'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">store</span><span class="op">(</span><span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="nam">with_faults</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t">            <span class="key">except</span> <span class="nam">KeyError</span> <span class="key">as</span> <span class="nam">error</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t">                <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t">                    <span class="str">f'Warning: Can\'t compute recovery rate for strategy {kwargs["strategy"].name} in {self.prob.__name__} problem right now: KeyError: {error}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">        <span class="key">return</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">    <span class="key">def</span> <span class="nam">convert_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">faults</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t"><span class="str">        Make arrays of useable data from an entry in the stats object returned by pySDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t"><span class="str">            faults (list): The entry for faults returned by the pySDC run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t"><span class="str">            list: The times when the faults happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t"><span class="str">            list: The levels in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t"><span class="str">            list: The iterations in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t"><span class="str">            list: The nodes in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t"><span class="str">            list: The problem positions in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t"><span class="str">            list: The bits in which the faults happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">        <span class="nam">time</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t">        <span class="nam">level</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">        <span class="nam">iteration</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">        <span class="nam">node</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">        <span class="nam">problem_pos</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">        <span class="nam">bit</span> <span class="op">=</span> <span class="op">[</span><span class="nam">faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">4</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t">        <span class="key">return</span> <span class="nam">time</span><span class="op">,</span> <span class="nam">level</span><span class="op">,</span> <span class="nam">iteration</span><span class="op">,</span> <span class="nam">node</span><span class="op">,</span> <span class="nam">problem_pos</span><span class="op">,</span> <span class="nam">bit</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_path</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t"><span class="str">        Get the path to where the stats are stored</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t"><span class="str">            faults (bool): Whether or not faults have been activated</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t"><span class="str">            str: The path to what you are looking for</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">        <span class="key">return</span> <span class="str">f'{self.stats_path}/{self.get_name(**kwargs)}.pickle'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_name</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t"><span class="str">        Function to get a unique name for a kind of statistics based on the problem and strategy that was used</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t"><span class="str">            strategy (Strategy): Resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t"><span class="str">            faults (bool): Whether or not faults where inserted</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t"><span class="str">            str: The unique identifier</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_advection</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'advection'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_vdp</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'vdp'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_piline</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'piline'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_Lorenz</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'Lorenz'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_Schroedinger</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'Schroedinger'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t">        <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">prob</span> <span class="op">==</span> <span class="nam">run_quench</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">            <span class="nam">prob_name</span> <span class="op">=</span> <span class="str">'Quench'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Name not implemented for problem {self.prob}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">        <span class="key">if</span> <span class="nam">faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t">            <span class="nam">fault_name</span> <span class="op">=</span> <span class="str">'-faults'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t">            <span class="nam">fault_name</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">            <span class="nam">strategy_name</span> <span class="op">=</span> <span class="str">f'-{strategy.name}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t">            <span class="nam">strategy_name</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">        <span class="nam">mode</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mode</span> <span class="key">if</span> <span class="nam">mode</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">mode</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">        <span class="key">if</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t">            <span class="nam">mode_thing</span> <span class="op">=</span> <span class="str">f'-regular{self.kwargs["fault_frequency_iter"] if faults else ""}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">            <span class="nam">mode_thing</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">        <span class="nam">mpi_thing</span> <span class="op">=</span> <span class="str">'-MPI'</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">use_MPI</span> <span class="key">else</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">        <span class="key">return</span> <span class="str">f'{prob_name}{strategy_name}{fault_name}-{self.num_procs}procs{mode_thing}{mpi_thing}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t">    <span class="key">def</span> <span class="nam">store</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t"><span class="str">        Stores the data for a run at a predefined path</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">        <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_path</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span> <span class="str">'wb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t">            <span class="nam">pickle</span><span class="op">.</span><span class="nam">dump</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t">    <span class="key">def</span> <span class="nam">load</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t"><span class="str">        Loads the stats belonging to a specific strategy and whether or not faults where inserted.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t"><span class="str">        When no data has been generated yet, a dictionary is returned which only contains the number of completed runs,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t"><span class="str">        which is 0 of course.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t"><span class="str">            dict: Data from previous run or if it is not available a placeholder dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'strategy'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'strategy'</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">.</span><span class="nam">rank</span> <span class="op">%</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">        <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">            <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_path</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span> <span class="str">'rb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">                <span class="nam">dat</span> <span class="op">=</span> <span class="nam">pickle</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t">        <span class="key">except</span> <span class="nam">FileNotFoundError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'File \"{self.get_path(**kwargs)}\" not found!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t">            <span class="key">return</span> <span class="op">{</span><span class="str">'runs'</span><span class="op">:</span> <span class="num">0</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">        <span class="key">return</span> <span class="nam">dat</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_thresh</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t"><span class="str">        Get recovery threshold based on relative and absolute tolerances</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">        <span class="nam">fault_free</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">        <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">            <span class="nam">fault_free</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">.</span><span class="nam">std</span><span class="op">(</span><span class="op">)</span> <span class="op">/</span> <span class="nam">fault_free</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">        <span class="op">)</span><span class="op">,</span> <span class="str">f'Got too large variation of errors in {strategy} strategy!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">        <span class="key">return</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">recovery_thresh_abs</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">recovery_thresh</span> <span class="op">*</span> <span class="nam">fault_free</span><span class="op">[</span><span class="str">"error"</span><span class="op">]</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_recovered</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t"><span class="str">        Determine the recovery rate for a specific strategy and store it to disk.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t">        <span class="key">if</span> <span class="str">'strategy'</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t">            <span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strat</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span> <span class="key">for</span> <span class="nam">strat</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t">            <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t">                <span class="nam">with_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t">                <span class="nam">with_faults</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">with_faults</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_thresh</span><span class="op">(</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'strategy'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">store</span><span class="op">(</span><span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="nam">with_faults</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t">            <span class="key">except</span> <span class="nam">KeyError</span> <span class="key">as</span> <span class="nam">error</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t">                <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">                    <span class="str">f'Warning: Can\'t compute recovery rate for strategy {kwargs["strategy"].name} in {self.prob.__name__} problem right now: KeyError: {error}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">    <span class="key">def</span> <span class="nam">crash_rate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t"><span class="str">        Determine the rate of runs that crashed</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics with faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t"><span class="str">            no_faults (dict): The data of the corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask to apply before determining the rate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t"><span class="str">            int: Ratio of the runs which crashed and fall under the specific criteria set by the mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t">            <span class="nam">crash</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span> <span class="op">==</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">            <span class="key">return</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span> <span class="op">&amp;</span> <span class="nam">crash</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">    <span class="key">def</span> <span class="nam">rec_rate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t"><span class="str">        Operation for plotting which returns the recovery rate for a given mask.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t"><span class="str">        Which thingA you apply this to actually does not matter here since we compute a rate.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t"><span class="str">            no_faults (dict): The corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask for filtering</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t"><span class="str">            float: Recovery rate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t">            <span class="key">return</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span> <span class="op">&amp;</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t">    <span class="key">def</span> <span class="nam">mean</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t"><span class="str">        Operation for plotting which returns the mean of thingA after applying the mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t"><span class="str">            no_faults (dict): The corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask for filtering</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t"><span class="str">            float: Mean of thingA after applying mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t">        <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">    <span class="key">def</span> <span class="nam">extra_mean</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t"><span class="str">        Operation for plotting which returns the difference in mean of thingA between runs with and without faults after</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t"><span class="str">        applying the mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t"><span class="str">            no_faults (dict): The corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask for filtering</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t"><span class="str">            float: Difference in mean of thingA between runs with and without faults after applying mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">        <span class="key">if</span> <span class="key">True</span> <span class="key">in</span> <span class="nam">mask</span> <span class="key">or</span> <span class="nam">int</span> <span class="key">in</span> <span class="op">[</span><span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">mask</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span> <span class="op">-</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">no_faults</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_thingA_per_thingB</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">thingB</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">recovered</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t"><span class="str">        Plot thingA vs. thingB for a single strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t"><span class="str">            thingB (str): Some key stored in the stats that will go on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask to apply to both axes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t"><span class="str">            recovered (bool): Show the plot for both all runs and only the recovered ones</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t"><span class="str">            op (function): Operation that is applied to thingA before plotting default is recovery rate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">        <span class="nam">op</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">rec_rate</span> <span class="key">if</span> <span class="nam">op</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">op</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">        <span class="nam">no_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingB</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">    <span class="key">def</span> <span class="nam">crash_rate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t"><span class="str">        Determine the rate of runs that crashed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics with faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t"><span class="str">            no_faults (dict): The data of the corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask to apply before determining the rate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t"><span class="str">            int: Ratio of the runs which crashed and fall under the specific criteria set by the mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">            <span class="nam">crash</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span> <span class="op">==</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">            <span class="key">return</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span> <span class="op">&amp;</span> <span class="nam">crash</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">    <span class="key">def</span> <span class="nam">rec_rate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t"><span class="str">        Operation for plotting which returns the recovery rate for a given mask.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t"><span class="str">        Which thingA you apply this to actually does not matter here since we compute a rate.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t"><span class="str">            no_faults (dict): The corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask for filtering</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t"><span class="str">            float: Recovery rate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t">            <span class="key">return</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span> <span class="op">&amp;</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">    <span class="key">def</span> <span class="nam">mean</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t"><span class="str">        Operation for plotting which returns the mean of thingA after applying the mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t"><span class="str">            no_faults (dict): The corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask for filtering</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t"><span class="str">            float: Mean of thingA after applying mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">        <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">    <span class="key">def</span> <span class="nam">extra_mean</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t"><span class="str">        Operation for plotting which returns the difference in mean of thingA between runs with and without faults after</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t"><span class="str">        applying the mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t"><span class="str">            no_faults (dict): The corresponding fault-free stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask for filtering</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t"><span class="str">            float: Difference in mean of thingA between runs with and without faults after applying mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="key">if</span> <span class="key">True</span> <span class="key">in</span> <span class="nam">mask</span> <span class="key">or</span> <span class="nam">int</span> <span class="key">in</span> <span class="op">[</span><span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">mask</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span> <span class="op">-</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">no_faults</span><span class="op">[</span><span class="nam">thingA</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_thingA_per_thingB</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">        <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">        <span class="nam">thingA</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">        <span class="nam">thingB</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t">        <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t">        <span class="nam">recovered</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t"><span class="str">        Plot thingA vs. thingB for a single strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t"><span class="str">            thingB (str): Some key stored in the stats that will go on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask to apply to both axes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t"><span class="str">            recovered (bool): Show the plot for both all runs and only the recovered ones</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t"><span class="str">            op (function): Operation that is applied to thingA before plotting default is recovery rate</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">        <span class="nam">admissable_thingB</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingB</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">        <span class="nam">me</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">admissable_thingB</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t">        <span class="nam">me_recovered</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros_like</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">            <span class="nam">_mask</span> <span class="op">=</span> <span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingB</span><span class="op">]</span> <span class="op">==</span> <span class="nam">admissable_thingB</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="op">&amp;</span> <span class="nam">mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">            <span class="key">if</span> <span class="nam">_mask</span><span class="op">.</span><span class="nam">any</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">                <span class="nam">me</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">_mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">                <span class="nam">me_recovered</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">_mask</span> <span class="op">&amp;</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">        <span class="nam">op</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">rec_rate</span> <span class="key">if</span> <span class="nam">op</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">op</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">        <span class="nam">no_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingB</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">        <span class="key">if</span> <span class="nam">recovered</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">                <span class="nam">admissable_thingB</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">                <span class="nam">me_recovered</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">                <span class="nam">label</span><span class="op">=</span><span class="str">f'{strategy.label} (only recovered)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">                <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">                <span class="nam">marker</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">marker</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">                <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">                <span class="nam">linewidth</span><span class="op">=</span><span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">            <span class="nam">admissable_thingB</span><span class="op">,</span> <span class="nam">me</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{strategy.label}'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="nam">marker</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">marker</span><span class="op">,</span> <span class="nam">linewidth</span><span class="op">=</span><span class="num">2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="nam">thingB</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="nam">thingA</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">        <span class="nam">thingA</span><span class="op">=</span><span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">        <span class="nam">thingB</span><span class="op">=</span><span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">        <span class="nam">recovered</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">        <span class="nam">name</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">        <span class="nam">store</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t">        <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">        <span class="nam">fig</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t"><span class="str">        Plot thingA vs thingB for multiple strategies</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">        <span class="nam">admissable_thingB</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingB</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">        <span class="nam">me</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">admissable_thingB</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">        <span class="nam">me_recovered</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros_like</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">            <span class="nam">_mask</span> <span class="op">=</span> <span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thingB</span><span class="op">]</span> <span class="op">==</span> <span class="nam">admissable_thingB</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="op">&amp;</span> <span class="nam">mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">            <span class="key">if</span> <span class="nam">_mask</span><span class="op">.</span><span class="nam">any</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">                <span class="nam">me</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">_mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">                <span class="nam">me_recovered</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">,</span> <span class="nam">_mask</span> <span class="op">&amp;</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t">        <span class="key">if</span> <span class="nam">recovered</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">                <span class="nam">admissable_thingB</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">                <span class="nam">me_recovered</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">                <span class="nam">label</span><span class="op">=</span><span class="str">f'{strategy.label} (only recovered)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">                <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">                <span class="nam">marker</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">marker</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">                <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">                <span class="nam">linewidth</span><span class="op">=</span><span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">                <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">            <span class="nam">admissable_thingB</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">            <span class="nam">me</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">            <span class="nam">label</span><span class="op">=</span><span class="str">f'{strategy.label}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">            <span class="nam">color</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">            <span class="nam">marker</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">marker</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">            <span class="nam">linewidth</span><span class="op">=</span><span class="num">2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">            <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="nam">thingB</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="nam">thingA</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t"><span class="str">            thingB (str): Some key stored in the stats that will go on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t"><span class="str">            recovered (bool): Show the plot for both all runs and only the recovered ones</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask to apply to both axes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t"><span class="str">            op (function): Operation that is applied to thingA before plotting default is recovery rate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t"><span class="str">            args (dict): Parameters for how the plot should look</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t"><span class="str">            strategies (list): List of the strategies you want to plot, if None, all will be plotted</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t"><span class="str">            name (str): Optional name for the plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t"><span class="str">            store (bool): Store the plot at a predefined path or not (for jupyter notebooks)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t"><span class="str">            fig (Matplotlib.figure): Figure of the ax</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t"><span class="str">        Returns</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">if</span> <span class="nam">strategies</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategies</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">        <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">args</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">args</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t">        <span class="com"># make sure we have something to plot in</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">        <span class="key">elif</span> <span class="nam">fig</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t">        <span class="com"># execute the plots for all strategies</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t">        <span class="key">for</span> <span class="nam">s</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">plot_thingA_per_thingB</span><span class="op">(</span><span class="nam">s</span><span class="op">,</span> <span class="nam">thingA</span><span class="op">=</span><span class="nam">thingA</span><span class="op">,</span> <span class="nam">thingB</span><span class="op">=</span><span class="nam">thingB</span><span class="op">,</span> <span class="nam">recovered</span><span class="op">=</span><span class="nam">recovered</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">op</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t">        <span class="com"># set the parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">        <span class="op">[</span><span class="nam">plt</span><span class="op">.</span><span class="nam">setp</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span><span class="op">)</span> <span class="key">for</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span> <span class="key">in</span> <span class="nam">args</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-{thingA if name is None else name}_per_{thingB}.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">close</span><span class="op">(</span><span class="nam">fig</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t">        <span class="nam">thingA</span><span class="op">=</span><span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">        <span class="nam">thingB</span><span class="op">=</span><span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t">        <span class="nam">recovered</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">        <span class="nam">name</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t">        <span class="nam">store</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t">        <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">        <span class="nam">fig</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">        <span class="nam">plotting_args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t"><span class="str">        Plot thingA vs thingB for multiple strategies</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t"><span class="str">            thingA (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t"><span class="str">            thingB (str): Some key stored in the stats that will go on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t"><span class="str">            recovered (bool): Show the plot for both all runs and only the recovered ones</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): Arbitrary mask to apply to both axes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t"><span class="str">            op (function): Operation that is applied to thingA before plotting default is recovery rate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t"><span class="str">            args (dict): Parameters for how the plot should look</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t"><span class="str">            strategies (list): List of the strategies you want to plot, if None, all will be plotted</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t"><span class="str">            name (str): Optional name for the plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t"><span class="str">            store (bool): Store the plot at a predefined path or not (for jupyter notebooks)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t"><span class="str">            fig (Matplotlib.figure): Figure of the ax</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t"><span class="str">        Returns</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">if</span> <span class="nam">strategies</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategies</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">        <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">args</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">args</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t899" href="#t899">899</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_recovery_thresholds</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">strategies</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">thresh_range</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t"><span class="str">        Plot the recovery rate for a range of thresholds</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t"><span class="str">            strategies (list): List of the strategies you want to plot, if None, all will be plotted</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t910" href="#t910">910</a></span><span class="t"><span class="str">            thresh_range (list): thresholds for deciding whether to accept as recovered</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know about</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t916" href="#t916">916</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">        <span class="com"># fill default values if nothing is specified</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">if</span> <span class="nam">strategies</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategies</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t">        <span class="nam">thresh_range</span> <span class="op">=</span> <span class="num">1</span> <span class="op">+</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linspace</span><span class="op">(</span><span class="op">-</span><span class="num">4e-2</span><span class="op">,</span> <span class="num">4e-2</span><span class="op">,</span> <span class="num">100</span><span class="op">)</span> <span class="key">if</span> <span class="nam">thresh_range</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">thresh_range</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t">        <span class="nam">rec_rates</span> <span class="op">=</span> <span class="op">[</span><span class="op">[</span><span class="key">None</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">)</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy_idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">            <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">strategies</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t">            <span class="com"># load the stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t">            <span class="nam">fault_free</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t">            <span class="nam">with_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t931" href="#t931">931</a></span><span class="t">            <span class="key">for</span> <span class="nam">thresh_idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t">                <span class="nam">rec_mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t">                    <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t">                    <span class="nam">key</span><span class="op">=</span><span class="str">'error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t">                    <span class="nam">val</span><span class="op">=</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">[</span><span class="nam">thresh_idx</span><span class="op">]</span> <span class="op">*</span> <span class="nam">fault_free</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t">                    <span class="nam">op</span><span class="op">=</span><span class="str">'gt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t937" href="#t937">937</a></span><span class="t">                    <span class="nam">old_mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t939" href="#t939">939</a></span><span class="t">                <span class="nam">rec_rates</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span><span class="op">[</span><span class="nam">thresh_idx</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.0</span> <span class="op">-</span> <span class="nam">len</span><span class="op">(</span><span class="nam">with_faults</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">[</span><span class="nam">rec_mask</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t940" href="#t940">940</a></span><span class="t">                    <span class="nam">with_faults</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t941" href="#t941">941</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t942" href="#t942">942</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t943" href="#t943">943</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t944" href="#t944">944</a></span><span class="t">                <span class="nam">thresh_range</span><span class="op">,</span> <span class="nam">rec_rates</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="op">{</span><span class="str">'color'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">label</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t945" href="#t945">945</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t946" href="#t946">946</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t947" href="#t947">947</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t948" href="#t948">948</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'threshold as ratio to fault-free error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t949" href="#t949">949</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t950" href="#t950">950</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t951" href="#t951">951</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t952" href="#t952">952</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_adaptivity</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t953" href="#t953">953</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t954" href="#t954">954</a></span><span class="t"><span class="str">        Analyse a set of runs with adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t955" href="#t955">955</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t956" href="#t956">956</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t957" href="#t957">957</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know about</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t958" href="#t958">958</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t959" href="#t959">959</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t960" href="#t960">960</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t961" href="#t961">961</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t962" href="#t962">962</a></span><span class="t">        <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_index</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t963" href="#t963">963</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t964" href="#t964">964</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t965" href="#t965">965</a></span><span class="t">        <span class="com"># make a header</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t966" href="#t966">966</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'  run  | bit | node | iter |  e_em^*  |   e_em   | e_glob^* |  e_glob  '</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t967" href="#t967">967</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'-------+-----+------+------+----------+----------+----------+----------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t968" href="#t968">968</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">index</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t969" href="#t969">969</a></span><span class="t">            <span class="nam">e_em</span><span class="op">,</span> <span class="nam">e_glob</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">analyse_adaptivity_single</span><span class="op">(</span><span class="nam">int</span><span class="op">(</span><span class="nam">i</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t970" href="#t970">970</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t971" href="#t971">971</a></span><span class="t">                <span class="str">f' {i:5d} | {dat["bit"][i]:3.0f} | {dat["node"][i]:4.0f} | {dat["iteration"][i]:4.0f} | {e_em[1]:.2e}\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t972" href="#t972">972</a></span><span class="t"><span class="str"> | {e_em[0]:.2e} | {e_glob[1]:.2e} | {e_glob[0]:.2e}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t973" href="#t973">973</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t974" href="#t974">974</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t975" href="#t975">975</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t976" href="#t976">976</a></span><span class="t">            <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t977" href="#t977">977</a></span><span class="t">        <span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t978" href="#t978">978</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'We only restart when e_em > e_tol = {e_tol:.2e}!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t979" href="#t979">979</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t980" href="#t980">980</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t981" href="#t981">981</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_adaptivity_single</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">run</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t982" href="#t982">982</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t983" href="#t983">983</a></span><span class="t"><span class="str">        Compute what the difference in embedded and global error are for a specific run with adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t984" href="#t984">984</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t985" href="#t985">985</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t986" href="#t986">986</a></span><span class="t"><span class="str">            run (int): The run you want to know about</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t987" href="#t987">987</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t988" href="#t988">988</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t989" href="#t989">989</a></span><span class="t"><span class="str">            list: Embedded error with fault and without for the last iteration in the step with a fault</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t990" href="#t990">990</a></span><span class="t"><span class="str">            list: Global error with and without fault at the end of the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t991" href="#t991">991</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t992" href="#t992">992</a></span><span class="t">        <span class="com"># perform one run with and one without faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t993" href="#t993">993</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t994" href="#t994">994</a></span><span class="t">        <span class="nam">controllers</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t995" href="#t995">995</a></span><span class="t">        <span class="key">for</span> <span class="nam">faults</span> <span class="key">in</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t996" href="#t996">996</a></span><span class="t">            <span class="nam">s</span><span class="op">,</span> <span class="nam">c</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t997" href="#t997">997</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogUAllIter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t998" href="#t998">998</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t999" href="#t999">999</a></span><span class="t">            <span class="nam">stats</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">s</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1000" href="#t1000">1000</a></span><span class="t">            <span class="nam">controllers</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">c</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">        <span class="com"># make sure we have something to plot in</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">        <span class="key">elif</span> <span class="nam">fig</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t">        <span class="com"># execute the plots for all strategies</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">        <span class="key">for</span> <span class="nam">s</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">plot_thingA_per_thingB</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t">                <span class="nam">s</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t910" href="#t910">910</a></span><span class="t">                <span class="nam">thingA</span><span class="op">=</span><span class="nam">thingA</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t">                <span class="nam">thingB</span><span class="op">=</span><span class="nam">thingB</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t">                <span class="nam">recovered</span><span class="op">=</span><span class="nam">recovered</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t">                <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t">                <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t">                <span class="nam">op</span><span class="op">=</span><span class="nam">op</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t916" href="#t916">916</a></span><span class="t">                <span class="op">**</span><span class="op">(</span><span class="nam">plotting_args</span> <span class="key">if</span> <span class="nam">plotting_args</span> <span class="key">else</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t">        <span class="com"># set the parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t">        <span class="op">[</span><span class="nam">plt</span><span class="op">.</span><span class="nam">setp</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span><span class="op">)</span> <span class="key">for</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span> <span class="key">in</span> <span class="nam">args</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-{thingA if name is None else name}_per_{thingB}.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">close</span><span class="op">(</span><span class="nam">fig</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_recovery_thresholds</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">strategies</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">thresh_range</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t931" href="#t931">931</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t"><span class="str">        Plot the recovery rate for a range of thresholds</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t"><span class="str">            strategies (list): List of the strategies you want to plot, if None, all will be plotted</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t937" href="#t937">937</a></span><span class="t"><span class="str">            thresh_range (list): thresholds for deciding whether to accept as recovered</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t939" href="#t939">939</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know about</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t940" href="#t940">940</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t941" href="#t941">941</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t942" href="#t942">942</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t943" href="#t943">943</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t944" href="#t944">944</a></span><span class="t">        <span class="com"># fill default values if nothing is specified</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t945" href="#t945">945</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">if</span> <span class="nam">strategies</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategies</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t946" href="#t946">946</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t947" href="#t947">947</a></span><span class="t">        <span class="nam">thresh_range</span> <span class="op">=</span> <span class="num">1</span> <span class="op">+</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linspace</span><span class="op">(</span><span class="op">-</span><span class="num">4e-2</span><span class="op">,</span> <span class="num">4e-2</span><span class="op">,</span> <span class="num">100</span><span class="op">)</span> <span class="key">if</span> <span class="nam">thresh_range</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">thresh_range</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t948" href="#t948">948</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t949" href="#t949">949</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t950" href="#t950">950</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t951" href="#t951">951</a></span><span class="t">        <span class="nam">rec_rates</span> <span class="op">=</span> <span class="op">[</span><span class="op">[</span><span class="key">None</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">)</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t952" href="#t952">952</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy_idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t953" href="#t953">953</a></span><span class="t">            <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">strategies</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t954" href="#t954">954</a></span><span class="t">            <span class="com"># load the stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t955" href="#t955">955</a></span><span class="t">            <span class="nam">fault_free</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t956" href="#t956">956</a></span><span class="t">            <span class="nam">with_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t957" href="#t957">957</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t958" href="#t958">958</a></span><span class="t">            <span class="key">for</span> <span class="nam">thresh_idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t959" href="#t959">959</a></span><span class="t">                <span class="nam">rec_mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t960" href="#t960">960</a></span><span class="t">                    <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t961" href="#t961">961</a></span><span class="t">                    <span class="nam">key</span><span class="op">=</span><span class="str">'error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t962" href="#t962">962</a></span><span class="t">                    <span class="nam">val</span><span class="op">=</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">[</span><span class="nam">thresh_idx</span><span class="op">]</span> <span class="op">*</span> <span class="nam">fault_free</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t963" href="#t963">963</a></span><span class="t">                    <span class="nam">op</span><span class="op">=</span><span class="str">'gt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t964" href="#t964">964</a></span><span class="t">                    <span class="nam">old_mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t965" href="#t965">965</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t966" href="#t966">966</a></span><span class="t">                <span class="nam">rec_rates</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span><span class="op">[</span><span class="nam">thresh_idx</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.0</span> <span class="op">-</span> <span class="nam">len</span><span class="op">(</span><span class="nam">with_faults</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">[</span><span class="nam">rec_mask</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t967" href="#t967">967</a></span><span class="t">                    <span class="nam">with_faults</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t968" href="#t968">968</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t969" href="#t969">969</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t970" href="#t970">970</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t971" href="#t971">971</a></span><span class="t">                <span class="nam">thresh_range</span><span class="op">,</span> <span class="nam">rec_rates</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="op">{</span><span class="str">'color'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">label</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t972" href="#t972">972</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t973" href="#t973">973</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t974" href="#t974">974</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t975" href="#t975">975</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'threshold as ratio to fault-free error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t976" href="#t976">976</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t977" href="#t977">977</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t978" href="#t978">978</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t979" href="#t979">979</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_adaptivity</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t980" href="#t980">980</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t981" href="#t981">981</a></span><span class="t"><span class="str">        Analyse a set of runs with adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t982" href="#t982">982</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t983" href="#t983">983</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t984" href="#t984">984</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know about</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t985" href="#t985">985</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t986" href="#t986">986</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t987" href="#t987">987</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t988" href="#t988">988</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t989" href="#t989">989</a></span><span class="t">        <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_index</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t990" href="#t990">990</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t991" href="#t991">991</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t992" href="#t992">992</a></span><span class="t">        <span class="com"># make a header</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t993" href="#t993">993</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'  run  | bit | node | iter |  e_em^*  |   e_em   | e_glob^* |  e_glob  '</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t994" href="#t994">994</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'-------+-----+------+------+----------+----------+----------+----------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t995" href="#t995">995</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">index</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t996" href="#t996">996</a></span><span class="t">            <span class="nam">e_em</span><span class="op">,</span> <span class="nam">e_glob</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">analyse_adaptivity_single</span><span class="op">(</span><span class="nam">int</span><span class="op">(</span><span class="nam">i</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t997" href="#t997">997</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t998" href="#t998">998</a></span><span class="t">                <span class="str">f' {i:5d} | {dat["bit"][i]:3.0f} | {dat["node"][i]:4.0f} | {dat["iteration"][i]:4.0f} | {e_em[1]:.2e}\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t999" href="#t999">999</a></span><span class="t"><span class="str"> | {e_em[0]:.2e} | {e_glob[1]:.2e} | {e_glob[0]:.2e}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1000" href="#t1000">1000</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1001" href="#t1001">1001</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1002" href="#t1002">1002</a></span><span class="t">        <span class="com"># figure out when the fault happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1003" href="#t1003">1003</a></span><span class="t">        <span class="nam">t_fault</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1004" href="#t1004">1004</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1005" href="#t1005">1005</a></span><span class="t">        <span class="com"># get embedded error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1006" href="#t1006">1006</a></span><span class="t">        <span class="nam">e_em</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1007" href="#t1007">1007</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">t_fault</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'iter'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1008" href="#t1008">1008</a></span><span class="t">            <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1009" href="#t1009">1009</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1010" href="#t1010">1010</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1011" href="#t1011">1011</a></span><span class="t">        <span class="com"># compute the global error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1012" href="#t1012">1012</a></span><span class="t">        <span class="nam">u_end</span> <span class="op">=</span> <span class="op">[</span><span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1013" href="#t1013">1013</a></span><span class="t">        <span class="nam">e_glob</span> <span class="op">=</span> <span class="op">[</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">controllers</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1002" href="#t1002">1002</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1003" href="#t1003">1003</a></span><span class="t">            <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1004" href="#t1004">1004</a></span><span class="t">        <span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1005" href="#t1005">1005</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'We only restart when e_em > e_tol = {e_tol:.2e}!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1006" href="#t1006">1006</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1007" href="#t1007">1007</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1008" href="#t1008">1008</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_adaptivity_single</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">run</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1009" href="#t1009">1009</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1010" href="#t1010">1010</a></span><span class="t"><span class="str">        Compute what the difference in embedded and global error are for a specific run with adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1011" href="#t1011">1011</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1012" href="#t1012">1012</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1013" href="#t1013">1013</a></span><span class="t"><span class="str">            run (int): The run you want to know about</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1014" href="#t1014">1014</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1015" href="#t1015">1015</a></span><span class="t">        <span class="key">return</span> <span class="op">[</span><span class="nam">e_em</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">e_glob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1016" href="#t1016">1016</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1017" href="#t1017">1017</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_HotRod</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1018" href="#t1018">1018</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1019" href="#t1019">1019</a></span><span class="t"><span class="str">        Analyse a set of runs with Hot Rod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1020" href="#t1020">1020</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1021" href="#t1021">1021</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1022" href="#t1022">1022</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know about</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1023" href="#t1023">1023</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1024" href="#t1024">1024</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1025" href="#t1025">1025</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1026" href="#t1026">1026</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1027" href="#t1027">1027</a></span><span class="t">        <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_index</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1028" href="#t1028">1028</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1029" href="#t1029">1029</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1030" href="#t1030">1030</a></span><span class="t">        <span class="com"># make a header</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1031" href="#t1031">1031</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1032" href="#t1032">1032</a></span><span class="t">            <span class="str">'  run  | bit | node | iter |  e_ex^*  |   e_ex   |  e_em^*  |   e_em   |   diff*  |   diff   | e_glob^* \</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1033" href="#t1033">1033</a></span><span class="t"><span class="str">|  e_glob  '</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1034" href="#t1034">1034</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1035" href="#t1035">1035</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1036" href="#t1036">1036</a></span><span class="t">            <span class="str">'-------+-----+------+------+----------+----------+----------+----------+----------+----------+----------\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1037" href="#t1037">1037</a></span><span class="t"><span class="str">+----------'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1038" href="#t1038">1038</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1039" href="#t1039">1039</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">index</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1040" href="#t1040">1040</a></span><span class="t">            <span class="nam">e_em</span><span class="op">,</span> <span class="nam">e_ex</span><span class="op">,</span> <span class="nam">e_glob</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">analyse_HotRod_single</span><span class="op">(</span><span class="nam">int</span><span class="op">(</span><span class="nam">i</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1041" href="#t1041">1041</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1042" href="#t1042">1042</a></span><span class="t">                <span class="str">f' {i:5d} | {dat["bit"][i]:3.0f} | {dat["node"][i]:4.0f} | {dat["iteration"][i]:4.0f} | {e_ex[1]:.2e}\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1043" href="#t1043">1043</a></span><span class="t"><span class="str"> | {e_ex[0]:.2e} | {e_em[1]:.2e} | {e_em[0]:.2e} | {abs(e_em[1]-e_ex[1]):.2e} | {abs(e_em[0]-e_ex[0]):.2e} | \</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1044" href="#t1044">1044</a></span><span class="t"><span class="str">{e_glob[1]:.2e} | {e_glob[0]:.2e}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1045" href="#t1045">1045</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1046" href="#t1046">1046</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1047" href="#t1047">1047</a></span><span class="t">        <span class="nam">tol</span> <span class="op">=</span> <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">HotRod</span><span class="op">]</span><span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1048" href="#t1048">1048</a></span><span class="t">            <span class="str">'HotRod_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1049" href="#t1049">1049</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1050" href="#t1050">1050</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'We only restart when diff > tol = {tol:.2e}!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1051" href="#t1051">1051</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1052" href="#t1052">1052</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1053" href="#t1053">1053</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_HotRod_single</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">run</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1054" href="#t1054">1054</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1055" href="#t1055">1055</a></span><span class="t"><span class="str">        Compute what the difference in embedded, extrapolated and global error are for a specific run with Hot Rod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1015" href="#t1015">1015</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1016" href="#t1016">1016</a></span><span class="t"><span class="str">            list: Embedded error with fault and without for the last iteration in the step with a fault</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1017" href="#t1017">1017</a></span><span class="t"><span class="str">            list: Global error with and without fault at the end of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1018" href="#t1018">1018</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1019" href="#t1019">1019</a></span><span class="t">        <span class="com"># perform one run with and one without faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1020" href="#t1020">1020</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1021" href="#t1021">1021</a></span><span class="t">        <span class="nam">controllers</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1022" href="#t1022">1022</a></span><span class="t">        <span class="key">for</span> <span class="nam">faults</span> <span class="key">in</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1023" href="#t1023">1023</a></span><span class="t">            <span class="nam">s</span><span class="op">,</span> <span class="nam">c</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1024" href="#t1024">1024</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogUAllIter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1025" href="#t1025">1025</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1026" href="#t1026">1026</a></span><span class="t">            <span class="nam">stats</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">s</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1027" href="#t1027">1027</a></span><span class="t">            <span class="nam">controllers</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">c</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1028" href="#t1028">1028</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1029" href="#t1029">1029</a></span><span class="t">        <span class="com"># figure out when the fault happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1030" href="#t1030">1030</a></span><span class="t">        <span class="nam">t_fault</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1031" href="#t1031">1031</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1032" href="#t1032">1032</a></span><span class="t">        <span class="com"># get embedded error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1033" href="#t1033">1033</a></span><span class="t">        <span class="nam">e_em</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1034" href="#t1034">1034</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">t_fault</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'iter'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1035" href="#t1035">1035</a></span><span class="t">            <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1036" href="#t1036">1036</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1037" href="#t1037">1037</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1038" href="#t1038">1038</a></span><span class="t">        <span class="com"># compute the global error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1039" href="#t1039">1039</a></span><span class="t">        <span class="nam">u_end</span> <span class="op">=</span> <span class="op">[</span><span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1040" href="#t1040">1040</a></span><span class="t">        <span class="nam">e_glob</span> <span class="op">=</span> <span class="op">[</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">controllers</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1041" href="#t1041">1041</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1042" href="#t1042">1042</a></span><span class="t">        <span class="key">return</span> <span class="op">[</span><span class="nam">e_em</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">e_glob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1043" href="#t1043">1043</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1044" href="#t1044">1044</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_HotRod</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1045" href="#t1045">1045</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1046" href="#t1046">1046</a></span><span class="t"><span class="str">        Analyse a set of runs with Hot Rod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1047" href="#t1047">1047</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1048" href="#t1048">1048</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1049" href="#t1049">1049</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know about</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1050" href="#t1050">1050</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1051" href="#t1051">1051</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1052" href="#t1052">1052</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1053" href="#t1053">1053</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1054" href="#t1054">1054</a></span><span class="t">        <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_index</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1055" href="#t1055">1055</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1056" href="#t1056">1056</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1057" href="#t1057">1057</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1058" href="#t1058">1058</a></span><span class="t"><span class="str">            run (int): The run you want to know about</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1059" href="#t1059">1059</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1060" href="#t1060">1060</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1061" href="#t1061">1061</a></span><span class="t"><span class="str">            list: Embedded error with fault and without for the last iteration in the step with a fault</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1062" href="#t1062">1062</a></span><span class="t"><span class="str">            list: Extrapolation error with fault and without for the last iteration in the step with a fault</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1063" href="#t1063">1063</a></span><span class="t"><span class="str">            list: Global error with and without fault at the end of the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1064" href="#t1064">1064</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1065" href="#t1065">1065</a></span><span class="t">        <span class="com"># perform one run with and one without faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1066" href="#t1066">1066</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1067" href="#t1067">1067</a></span><span class="t">        <span class="nam">controllers</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1068" href="#t1068">1068</a></span><span class="t">        <span class="key">for</span> <span class="nam">faults</span> <span class="key">in</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1069" href="#t1069">1069</a></span><span class="t">            <span class="nam">s</span><span class="op">,</span> <span class="nam">c</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1070" href="#t1070">1070</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogUAllIter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1071" href="#t1071">1071</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1072" href="#t1072">1072</a></span><span class="t">            <span class="nam">stats</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">s</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1073" href="#t1073">1073</a></span><span class="t">            <span class="nam">controllers</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">c</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1074" href="#t1074">1074</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1075" href="#t1075">1075</a></span><span class="t">        <span class="com"># figure out when the fault happened</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1076" href="#t1076">1076</a></span><span class="t">        <span class="nam">t_fault</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1077" href="#t1077">1077</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1078" href="#t1078">1078</a></span><span class="t">        <span class="com"># get embedded error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1079" href="#t1079">1079</a></span><span class="t">        <span class="nam">e_em</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1080" href="#t1080">1080</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">t_fault</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'iter'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1081" href="#t1081">1081</a></span><span class="t">            <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1082" href="#t1082">1082</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1083" href="#t1083">1083</a></span><span class="t">        <span class="com"># get extrapolated error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1084" href="#t1084">1084</a></span><span class="t">        <span class="nam">e_ex</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1085" href="#t1085">1085</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_extrapolation_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">t_fault</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'iter'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1086" href="#t1086">1086</a></span><span class="t">            <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1087" href="#t1087">1087</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1088" href="#t1088">1088</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1089" href="#t1089">1089</a></span><span class="t">        <span class="com"># compute the global error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1090" href="#t1090">1090</a></span><span class="t">        <span class="nam">u_end</span> <span class="op">=</span> <span class="op">[</span><span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1091" href="#t1091">1091</a></span><span class="t">        <span class="nam">e_glob</span> <span class="op">=</span> <span class="op">[</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">controllers</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1092" href="#t1092">1092</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1093" href="#t1093">1093</a></span><span class="t">        <span class="key">return</span> <span class="op">[</span><span class="nam">e_em</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">e_ex</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">e_glob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1094" href="#t1094">1094</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1095" href="#t1095">1095</a></span><span class="t">    <span class="key">def</span> <span class="nam">print_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1096" href="#t1096">1096</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1097" href="#t1097">1097</a></span><span class="t"><span class="str">        Print all faults that happened within a certain mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1098" href="#t1098">1098</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1099" href="#t1099">1099</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1100" href="#t1100">1100</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know the contents of</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1101" href="#t1101">1101</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to see the error for</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1102" href="#t1102">1102</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1103" href="#t1103">1103</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1104" href="#t1104">1104</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1105" href="#t1105">1105</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1106" href="#t1106">1106</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1107" href="#t1107">1107</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1108" href="#t1108">1108</a></span><span class="t">        <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_index</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1109" href="#t1109">1109</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1110" href="#t1110">1110</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1111" href="#t1111">1111</a></span><span class="t">        <span class="nam">e_star</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'error'</span><span class="op">,</span> <span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1112" href="#t1112">1112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1113" href="#t1113">1113</a></span><span class="t">        <span class="com"># make a header</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1114" href="#t1114">1114</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'  run  | bit | node | iter | rank | rel err | space pos'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1115" href="#t1115">1115</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'-------+-----+------+------+------+---------+-----------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1116" href="#t1116">1116</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">index</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1117" href="#t1117">1117</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1118" href="#t1118">1118</a></span><span class="t">                <span class="str">f' {i:5d} | {dat["bit"][i]:3.0f} | {dat["node"][i]:4.0f} | {dat["iteration"][i]:4.0f} | {dat.get("rank", np.zeros_like(dat["iteration"]))[i]:4.0f} | {dat["error"][i] / e_star:.1e} | {dat["problem_pos"][i]}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1119" href="#t1119">1119</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1120" href="#t1120">1120</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1121" href="#t1121">1121</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1122" href="#t1122">1122</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1123" href="#t1123">1123</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_mask</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">key</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="str">'eq'</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">compare_faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1124" href="#t1124">1124</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1125" href="#t1125">1125</a></span><span class="t"><span class="str">        Make a mask to apply to stored data to filter out certain things</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1126" href="#t1126">1126</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1127" href="#t1127">1127</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1128" href="#t1128">1128</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to apply the mask to. Most masks are the same for all</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1129" href="#t1129">1129</a></span><span class="t"><span class="str">                                 strategies so None is fine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1130" href="#t1130">1130</a></span><span class="t"><span class="str">            key (str): The key in the stored statistics that you want to filter for some value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1131" href="#t1131">1131</a></span><span class="t"><span class="str">            val (str, float, int, bool): A value that you want to use for filtering. Dtype depends on key</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1132" href="#t1132">1132</a></span><span class="t"><span class="str">            op (str): Operation that is applied for filtering</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1133" href="#t1133">1133</a></span><span class="t"><span class="str">            old_mask (Numpy.ndarray of shape (n)): Apply this mask on top of the filter</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1134" href="#t1134">1134</a></span><span class="t"><span class="str">            compare_faults (bool): instead of comparing to val, compare to the mean value for fault free runs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1135" href="#t1135">1135</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1136" href="#t1136">1136</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1137" href="#t1137">1137</a></span><span class="t"><span class="str">            Numpy.ndarray with boolean entries that can be used as a mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1138" href="#t1138">1138</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1139" href="#t1139">1139</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1140" href="#t1140">1140</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1141" href="#t1141">1141</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1142" href="#t1142">1142</a></span><span class="t">        <span class="key">if</span> <span class="nam">compare_faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1143" href="#t1143">1143</a></span><span class="t">            <span class="key">if</span> <span class="nam">val</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1144" href="#t1144">1144</a></span><span class="t">                <span class="key">raise</span> <span class="nam">ValueError</span><span class="op">(</span><span class="str">'Can\'t use val and compare_faults in get_mask at the same time!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1145" href="#t1145">1145</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1146" href="#t1146">1146</a></span><span class="t">                <span class="nam">vals</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1147" href="#t1147">1147</a></span><span class="t">                <span class="nam">val</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="nam">vals</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">vals</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1148" href="#t1148">1148</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1149" href="#t1149">1149</a></span><span class="t">        <span class="key">if</span> <span class="key">None</span> <span class="key">in</span> <span class="op">[</span><span class="nam">key</span><span class="op">,</span> <span class="nam">val</span><span class="op">]</span> <span class="key">and</span> <span class="nam">op</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'isfinite'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1150" href="#t1150">1150</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span> <span class="op">==</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1151" href="#t1151">1151</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1152" href="#t1152">1152</a></span><span class="t">            <span class="key">if</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'uneq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1153" href="#t1153">1153</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">!=</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1154" href="#t1154">1154</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'eq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1155" href="#t1155">1155</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">==</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1156" href="#t1156">1156</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'leq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1157" href="#t1157">1157</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">&lt;=</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1158" href="#t1158">1158</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'geq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1159" href="#t1159">1159</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">>=</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1160" href="#t1160">1160</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'lt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1161" href="#t1161">1161</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">&lt;</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1162" href="#t1162">1162</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'gt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1163" href="#t1163">1163</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">></span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1164" href="#t1164">1164</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'isfinite'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1165" href="#t1165">1165</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isfinite</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1166" href="#t1166">1166</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1167" href="#t1167">1167</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Please implement op={op}!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1057" href="#t1057">1057</a></span><span class="t">        <span class="com"># make a header</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1058" href="#t1058">1058</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1059" href="#t1059">1059</a></span><span class="t">            <span class="str">'  run  | bit | node | iter |  e_ex^*  |   e_ex   |  e_em^*  |   e_em   |   diff*  |   diff   | e_glob^* \</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1060" href="#t1060">1060</a></span><span class="t"><span class="str">|  e_glob  '</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1061" href="#t1061">1061</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1062" href="#t1062">1062</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1063" href="#t1063">1063</a></span><span class="t">            <span class="str">'-------+-----+------+------+----------+----------+----------+----------+----------+----------+----------\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1064" href="#t1064">1064</a></span><span class="t"><span class="str">+----------'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1065" href="#t1065">1065</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1066" href="#t1066">1066</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">index</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1067" href="#t1067">1067</a></span><span class="t">            <span class="nam">e_em</span><span class="op">,</span> <span class="nam">e_ex</span><span class="op">,</span> <span class="nam">e_glob</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">analyse_HotRod_single</span><span class="op">(</span><span class="nam">int</span><span class="op">(</span><span class="nam">i</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1068" href="#t1068">1068</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1069" href="#t1069">1069</a></span><span class="t">                <span class="str">f' {i:5d} | {dat["bit"][i]:3.0f} | {dat["node"][i]:4.0f} | {dat["iteration"][i]:4.0f} | {e_ex[1]:.2e}\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1070" href="#t1070">1070</a></span><span class="t"><span class="str"> | {e_ex[0]:.2e} | {e_em[1]:.2e} | {e_em[0]:.2e} | {abs(e_em[1]-e_ex[1]):.2e} | {abs(e_em[0]-e_ex[0]):.2e} | \</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1071" href="#t1071">1071</a></span><span class="t"><span class="str">{e_glob[1]:.2e} | {e_glob[0]:.2e}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1072" href="#t1072">1072</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1073" href="#t1073">1073</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1074" href="#t1074">1074</a></span><span class="t">        <span class="nam">tol</span> <span class="op">=</span> <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">HotRod</span><span class="op">]</span><span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1075" href="#t1075">1075</a></span><span class="t">            <span class="str">'HotRod_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1076" href="#t1076">1076</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1077" href="#t1077">1077</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'We only restart when diff > tol = {tol:.2e}!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1078" href="#t1078">1078</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1079" href="#t1079">1079</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1080" href="#t1080">1080</a></span><span class="t">    <span class="key">def</span> <span class="nam">analyse_HotRod_single</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">run</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1081" href="#t1081">1081</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1082" href="#t1082">1082</a></span><span class="t"><span class="str">        Compute what the difference in embedded, extrapolated and global error are for a specific run with Hot Rod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1083" href="#t1083">1083</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1084" href="#t1084">1084</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1085" href="#t1085">1085</a></span><span class="t"><span class="str">            run (int): The run you want to know about</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1086" href="#t1086">1086</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1087" href="#t1087">1087</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1088" href="#t1088">1088</a></span><span class="t"><span class="str">            list: Embedded error with fault and without for the last iteration in the step with a fault</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1089" href="#t1089">1089</a></span><span class="t"><span class="str">            list: Extrapolation error with fault and without for the last iteration in the step with a fault</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1090" href="#t1090">1090</a></span><span class="t"><span class="str">            list: Global error with and without fault at the end of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1091" href="#t1091">1091</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1092" href="#t1092">1092</a></span><span class="t">        <span class="com"># perform one run with and one without faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1093" href="#t1093">1093</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1094" href="#t1094">1094</a></span><span class="t">        <span class="nam">controllers</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1095" href="#t1095">1095</a></span><span class="t">        <span class="key">for</span> <span class="nam">faults</span> <span class="key">in</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1096" href="#t1096">1096</a></span><span class="t">            <span class="nam">s</span><span class="op">,</span> <span class="nam">c</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1097" href="#t1097">1097</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">[</span><span class="nam">LogUAllIter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1098" href="#t1098">1098</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1099" href="#t1099">1099</a></span><span class="t">            <span class="nam">stats</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">s</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1100" href="#t1100">1100</a></span><span class="t">            <span class="nam">controllers</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">c</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1101" href="#t1101">1101</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1102" href="#t1102">1102</a></span><span class="t">        <span class="com"># figure out when the fault happened</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1103" href="#t1103">1103</a></span><span class="t">        <span class="nam">t_fault</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1104" href="#t1104">1104</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1105" href="#t1105">1105</a></span><span class="t">        <span class="com"># get embedded error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1106" href="#t1106">1106</a></span><span class="t">        <span class="nam">e_em</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1107" href="#t1107">1107</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">t_fault</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'iter'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1108" href="#t1108">1108</a></span><span class="t">            <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1109" href="#t1109">1109</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1110" href="#t1110">1110</a></span><span class="t">        <span class="com"># get extrapolated error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1111" href="#t1111">1111</a></span><span class="t">        <span class="nam">e_ex</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1112" href="#t1112">1112</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_extrapolation_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">t_fault</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'iter'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1113" href="#t1113">1113</a></span><span class="t">            <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1114" href="#t1114">1114</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1115" href="#t1115">1115</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1116" href="#t1116">1116</a></span><span class="t">        <span class="com"># compute the global error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1117" href="#t1117">1117</a></span><span class="t">        <span class="nam">u_end</span> <span class="op">=</span> <span class="op">[</span><span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stat</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">stat</span> <span class="key">in</span> <span class="nam">stats</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1118" href="#t1118">1118</a></span><span class="t">        <span class="nam">e_glob</span> <span class="op">=</span> <span class="op">[</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">controllers</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u_end</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1119" href="#t1119">1119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1120" href="#t1120">1120</a></span><span class="t">        <span class="key">return</span> <span class="op">[</span><span class="nam">e_em</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">e_ex</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">e_glob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1121" href="#t1121">1121</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1122" href="#t1122">1122</a></span><span class="t">    <span class="key">def</span> <span class="nam">print_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1123" href="#t1123">1123</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1124" href="#t1124">1124</a></span><span class="t"><span class="str">        Print all faults that happened within a certain mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1125" href="#t1125">1125</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1126" href="#t1126">1126</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1127" href="#t1127">1127</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know the contents of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1128" href="#t1128">1128</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to see the error for</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1129" href="#t1129">1129</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1130" href="#t1130">1130</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1131" href="#t1131">1131</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1132" href="#t1132">1132</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1133" href="#t1133">1133</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1134" href="#t1134">1134</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1135" href="#t1135">1135</a></span><span class="t">        <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_index</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1136" href="#t1136">1136</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1137" href="#t1137">1137</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1138" href="#t1138">1138</a></span><span class="t">        <span class="nam">e_star</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'error'</span><span class="op">,</span> <span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1139" href="#t1139">1139</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1140" href="#t1140">1140</a></span><span class="t">        <span class="com"># make a header</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1141" href="#t1141">1141</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'  run  | bit | node | iter | rank | rel err | space pos'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1142" href="#t1142">1142</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'-------+-----+------+------+------+---------+-----------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1143" href="#t1143">1143</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">index</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1144" href="#t1144">1144</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1145" href="#t1145">1145</a></span><span class="t">                <span class="str">f' {i:5d} | {dat["bit"][i]:3.0f} | {dat["node"][i]:4.0f} | {dat["iteration"][i]:4.0f} | {dat.get("rank", np.zeros_like(dat["iteration"]))[i]:4.0f} | {dat["error"][i] / e_star:.1e} | {dat["problem_pos"][i]}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1146" href="#t1146">1146</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1147" href="#t1147">1147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1148" href="#t1148">1148</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1149" href="#t1149">1149</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1150" href="#t1150">1150</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_mask</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">key</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="str">'eq'</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">compare_faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1151" href="#t1151">1151</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1152" href="#t1152">1152</a></span><span class="t"><span class="str">        Make a mask to apply to stored data to filter out certain things</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1153" href="#t1153">1153</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1154" href="#t1154">1154</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1155" href="#t1155">1155</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to apply the mask to. Most masks are the same for all</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1156" href="#t1156">1156</a></span><span class="t"><span class="str">                                 strategies so None is fine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1157" href="#t1157">1157</a></span><span class="t"><span class="str">            key (str): The key in the stored statistics that you want to filter for some value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1158" href="#t1158">1158</a></span><span class="t"><span class="str">            val (str, float, int, bool): A value that you want to use for filtering. Dtype depends on key</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1159" href="#t1159">1159</a></span><span class="t"><span class="str">            op (str): Operation that is applied for filtering</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1160" href="#t1160">1160</a></span><span class="t"><span class="str">            old_mask (Numpy.ndarray of shape (n)): Apply this mask on top of the filter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1161" href="#t1161">1161</a></span><span class="t"><span class="str">            compare_faults (bool): instead of comparing to val, compare to the mean value for fault free runs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1162" href="#t1162">1162</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1163" href="#t1163">1163</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1164" href="#t1164">1164</a></span><span class="t"><span class="str">            Numpy.ndarray with boolean entries that can be used as a mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1165" href="#t1165">1165</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1166" href="#t1166">1166</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1167" href="#t1167">1167</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1168" href="#t1168">1168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1169" href="#t1169">1169</a></span><span class="t">        <span class="key">if</span> <span class="nam">old_mask</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1170" href="#t1170">1170</a></span><span class="t">            <span class="key">return</span> <span class="nam">mask</span> <span class="op">&amp;</span> <span class="nam">old_mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1171" href="#t1171">1171</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1172" href="#t1172">1172</a></span><span class="t">            <span class="key">return</span> <span class="nam">mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1173" href="#t1173">1173</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1174" href="#t1174">1174</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1175" href="#t1175">1175</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1176" href="#t1176">1176</a></span><span class="t"><span class="str">        Return a mask of only faults that can be fixed with a given strategy.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1177" href="#t1177">1177</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1178" href="#t1178">1178</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1179" href="#t1179">1179</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to look at. In normal use it's the same for all</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1180" href="#t1180">1180</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1181" href="#t1181">1181</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1182" href="#t1182">1182</a></span><span class="t"><span class="str">            Numpy.ndarray with boolean entries that can be used as a mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1183" href="#t1183">1183</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1184" href="#t1184">1184</a></span><span class="t">        <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_fixable_params</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1185" href="#t1185">1185</a></span><span class="t">            <span class="nam">maxiter</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1186" href="#t1186">1186</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1187" href="#t1187">1187</a></span><span class="t">        <span class="nam">mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1188" href="#t1188">1188</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1189" href="#t1189">1189</a></span><span class="t">        <span class="key">for</span> <span class="nam">kwargs</span> <span class="key">in</span> <span class="nam">fixable</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1190" href="#t1190">1190</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1191" href="#t1191">1191</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1192" href="#t1192">1192</a></span><span class="t">        <span class="key">return</span> <span class="nam">mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1193" href="#t1193">1193</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1194" href="#t1194">1194</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_index</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1195" href="#t1195">1195</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1196" href="#t1196">1196</a></span><span class="t"><span class="str">        Get the indeces of all runs in mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1197" href="#t1197">1197</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1198" href="#t1198">1198</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1199" href="#t1199">1199</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know the contents of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1169" href="#t1169">1169</a></span><span class="t">        <span class="key">if</span> <span class="nam">compare_faults</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1170" href="#t1170">1170</a></span><span class="t">            <span class="key">if</span> <span class="nam">val</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1171" href="#t1171">1171</a></span><span class="t">                <span class="key">raise</span> <span class="nam">ValueError</span><span class="op">(</span><span class="str">'Can\'t use val and compare_faults in get_mask at the same time!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1172" href="#t1172">1172</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1173" href="#t1173">1173</a></span><span class="t">                <span class="nam">vals</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1174" href="#t1174">1174</a></span><span class="t">                <span class="nam">val</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="nam">vals</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">vals</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1175" href="#t1175">1175</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1176" href="#t1176">1176</a></span><span class="t">        <span class="key">if</span> <span class="key">None</span> <span class="key">in</span> <span class="op">[</span><span class="nam">key</span><span class="op">,</span> <span class="nam">val</span><span class="op">]</span> <span class="key">and</span> <span class="nam">op</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'isfinite'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1177" href="#t1177">1177</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span> <span class="op">==</span> <span class="nam">dat</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1178" href="#t1178">1178</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1179" href="#t1179">1179</a></span><span class="t">            <span class="key">if</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'uneq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1180" href="#t1180">1180</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">!=</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1181" href="#t1181">1181</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'eq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1182" href="#t1182">1182</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">==</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1183" href="#t1183">1183</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'leq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1184" href="#t1184">1184</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">&lt;=</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1185" href="#t1185">1185</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'geq'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1186" href="#t1186">1186</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">>=</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1187" href="#t1187">1187</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'lt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1188" href="#t1188">1188</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">&lt;</span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1189" href="#t1189">1189</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'gt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1190" href="#t1190">1190</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">></span> <span class="nam">val</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1191" href="#t1191">1191</a></span><span class="t">            <span class="key">elif</span> <span class="nam">op</span> <span class="op">==</span> <span class="str">'isfinite'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1192" href="#t1192">1192</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isfinite</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1193" href="#t1193">1193</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1194" href="#t1194">1194</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Please implement op={op}!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1195" href="#t1195">1195</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1196" href="#t1196">1196</a></span><span class="t">        <span class="key">if</span> <span class="nam">old_mask</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1197" href="#t1197">1197</a></span><span class="t">            <span class="key">return</span> <span class="nam">mask</span> <span class="op">&amp;</span> <span class="nam">old_mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1198" href="#t1198">1198</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1199" href="#t1199">1199</a></span><span class="t">            <span class="key">return</span> <span class="nam">mask</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1200" href="#t1200">1200</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1201" href="#t1201">1201</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1202" href="#t1202">1202</a></span><span class="t"><span class="str">            Numpy.ndarray: Array of indeces</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1203" href="#t1203">1203</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1204" href="#t1204">1204</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1205" href="#t1205">1205</a></span><span class="t">            <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1206" href="#t1206">1206</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1207" href="#t1207">1207</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1208" href="#t1208">1208</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1209" href="#t1209">1209</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1210" href="#t1210">1210</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_statistics_info</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">print_all</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1211" href="#t1211">1211</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1212" href="#t1212">1212</a></span><span class="t"><span class="str">        Get information about how many data points for faults we have given a particular mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1213" href="#t1213">1213</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1214" href="#t1214">1214</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1215" href="#t1215">1215</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1216" href="#t1216">1216</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to look at. In normal use it's the same for all</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1217" href="#t1217">1217</a></span><span class="t"><span class="str">                                 strategies, so you don't need to supply this argument</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1218" href="#t1218">1218</a></span><span class="t"><span class="str">            print_all (bool): Whether to add information that is normally not useful to the table</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1219" href="#t1219">1219</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot the combinations histogram</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1201" href="#t1201">1201</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1202" href="#t1202">1202</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1203" href="#t1203">1203</a></span><span class="t"><span class="str">        Return a mask of only faults that can be fixed with a given strategy.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1204" href="#t1204">1204</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1205" href="#t1205">1205</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1206" href="#t1206">1206</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to look at. In normal use it's the same for all</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1207" href="#t1207">1207</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1208" href="#t1208">1208</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1209" href="#t1209">1209</a></span><span class="t"><span class="str">            Numpy.ndarray with boolean entries that can be used as a mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1210" href="#t1210">1210</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1211" href="#t1211">1211</a></span><span class="t">        <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_fixable_params</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1212" href="#t1212">1212</a></span><span class="t">            <span class="nam">maxiter</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1213" href="#t1213">1213</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1214" href="#t1214">1214</a></span><span class="t">        <span class="nam">mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1215" href="#t1215">1215</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1216" href="#t1216">1216</a></span><span class="t">        <span class="key">for</span> <span class="nam">kwargs</span> <span class="key">in</span> <span class="nam">fixable</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1217" href="#t1217">1217</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1218" href="#t1218">1218</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1219" href="#t1219">1219</a></span><span class="t">        <span class="key">return</span> <span class="nam">mask</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1220" href="#t1220">1220</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1221" href="#t1221">1221</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1222" href="#t1222">1222</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1223" href="#t1223">1223</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1221" href="#t1221">1221</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_index</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1222" href="#t1222">1222</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1223" href="#t1223">1223</a></span><span class="t"><span class="str">        Get the indeces of all runs in mask</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1224" href="#t1224">1224</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1225" href="#t1225">1225</a></span><span class="t">        <span class="com"># load some data from which to infer the number occurrences of some event</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1226" href="#t1226">1226</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1227" href="#t1227">1227</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">stratagy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1228" href="#t1228">1228</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1229" href="#t1229">1229</a></span><span class="t">        <span class="com"># make a dummy mask in case none is supplied</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1230" href="#t1230">1230</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1231" href="#t1231">1231</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1232" href="#t1232">1232</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1233" href="#t1233">1233</a></span><span class="t">        <span class="com"># print a header</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1234" href="#t1234">1234</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f' tot: {len(dat["error"][mask]):6} | avg. counts | mean deviation | unique entries'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1235" href="#t1235">1235</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'-------------------------------------------------------------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1225" href="#t1225">1225</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1226" href="#t1226">1226</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to know the contents of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1227" href="#t1227">1227</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1228" href="#t1228">1228</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1229" href="#t1229">1229</a></span><span class="t"><span class="str">            Numpy.ndarray: Array of indeces</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1230" href="#t1230">1230</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1231" href="#t1231">1231</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1232" href="#t1232">1232</a></span><span class="t">            <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1233" href="#t1233">1233</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1234" href="#t1234">1234</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1235" href="#t1235">1235</a></span><span class="t">            <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">mask</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1236" href="#t1236">1236</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1237" href="#t1237">1237</a></span><span class="t">        <span class="com"># make a list of all keys that you want to look at</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1238" href="#t1238">1238</a></span><span class="t">        <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="str">'iteration'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="str">'node'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1239" href="#t1239">1239</a></span><span class="t">        <span class="key">if</span> <span class="nam">print_all</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1240" href="#t1240">1240</a></span><span class="t">            <span class="nam">keys</span> <span class="op">+=</span> <span class="op">[</span><span class="str">'problem_pos'</span><span class="op">,</span> <span class="str">'level'</span><span class="op">,</span> <span class="str">'target'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1241" href="#t1241">1241</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1242" href="#t1242">1242</a></span><span class="t">        <span class="com"># print the table</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1243" href="#t1243">1243</a></span><span class="t">        <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1244" href="#t1244">1244</a></span><span class="t">            <span class="nam">counts</span><span class="op">,</span> <span class="nam">dev</span><span class="op">,</span> <span class="nam">unique</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">count_occurrences</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1245" href="#t1245">1245</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f' {key:11} | {counts:11.1f} | {dev:14.2f} | {unique:14}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1246" href="#t1246">1246</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1247" href="#t1247">1247</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1248" href="#t1248">1248</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1249" href="#t1249">1249</a></span><span class="t">    <span class="key">def</span> <span class="nam">combinations_histogram</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">keys</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1250" href="#t1250">1250</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1251" href="#t1251">1251</a></span><span class="t"><span class="str">        Make a histogram ouf of the occurrences of combinations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1252" href="#t1252">1252</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1253" href="#t1253">1253</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1254" href="#t1254">1254</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1255" href="#t1255">1255</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1256" href="#t1256">1256</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1257" href="#t1257">1257</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1258" href="#t1258">1258</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1259" href="#t1259">1259</a></span><span class="t"><span class="str">            Matplotlib.axes: The plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1260" href="#t1260">1260</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1261" href="#t1261">1261</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1262" href="#t1262">1262</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1237" href="#t1237">1237</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_statistics_info</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">print_all</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1238" href="#t1238">1238</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1239" href="#t1239">1239</a></span><span class="t"><span class="str">        Get information about how many data points for faults we have given a particular mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1240" href="#t1240">1240</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1241" href="#t1241">1241</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1242" href="#t1242">1242</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1243" href="#t1243">1243</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy you want to look at. In normal use it's the same for all</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1244" href="#t1244">1244</a></span><span class="t"><span class="str">                                 strategies, so you don't need to supply this argument</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1245" href="#t1245">1245</a></span><span class="t"><span class="str">            print_all (bool): Whether to add information that is normally not useful to the table</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1246" href="#t1246">1246</a></span><span class="t"><span class="str">            ax (Matplotlib.axes): Somewhere to plot the combinations histogram</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1247" href="#t1247">1247</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1248" href="#t1248">1248</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1249" href="#t1249">1249</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1250" href="#t1250">1250</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1251" href="#t1251">1251</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1252" href="#t1252">1252</a></span><span class="t">        <span class="com"># load some data from which to infer the number occurrences of some event</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1253" href="#t1253">1253</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1254" href="#t1254">1254</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">stratagy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1255" href="#t1255">1255</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1256" href="#t1256">1256</a></span><span class="t">        <span class="com"># make a dummy mask in case none is supplied</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1257" href="#t1257">1257</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1258" href="#t1258">1258</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1259" href="#t1259">1259</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1260" href="#t1260">1260</a></span><span class="t">        <span class="com"># print a header</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1261" href="#t1261">1261</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f' tot: {len(dat["error"][mask]):6} | avg. counts | mean deviation | unique entries'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1262" href="#t1262">1262</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'-------------------------------------------------------------'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1263" href="#t1263">1263</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1264" href="#t1264">1264</a></span><span class="t">        <span class="nam">occurrences</span><span class="op">,</span> <span class="nam">bins</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_combination_histogram</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1265" href="#t1265">1265</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1266" href="#t1266">1266</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">bar</span><span class="op">(</span><span class="nam">bins</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">occurrences</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1267" href="#t1267">1267</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1268" href="#t1268">1268</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'Occurrence of combinations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1269" href="#t1269">1269</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1270" href="#t1270">1270</a></span><span class="t">        <span class="key">return</span> <span class="nam">ax</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1271" href="#t1271">1271</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1272" href="#t1272">1272</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_combination_histogram</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">keys</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1273" href="#t1273">1273</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1274" href="#t1274">1274</a></span><span class="t"><span class="str">        Check how many combinations of values we expect and how many we find to see if we need to do more experiments.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1275" href="#t1275">1275</a></span><span class="t"><span class="str">        It is assumed that each allowed value for each key appears at least once in dat after the mask was applied</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1276" href="#t1276">1276</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1277" href="#t1277">1277</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1278" href="#t1278">1278</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1279" href="#t1279">1279</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1280" href="#t1280">1280</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1281" href="#t1281">1281</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1282" href="#t1282">1282</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1283" href="#t1283">1283</a></span><span class="t"><span class="str">            Numpy.ndarray: Number of occurrences of combinations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1284" href="#t1284">1284</a></span><span class="t"><span class="str">            Numpy.ndarray: Bins</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1285" href="#t1285">1285</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1286" href="#t1286">1286</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1287" href="#t1287">1287</a></span><span class="t">        <span class="com"># load default values</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1288" href="#t1288">1288</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span> <span class="key">if</span> <span class="nam">dat</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">dat</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1289" href="#t1289">1289</a></span><span class="t">        <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="str">'iteration'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="str">'node'</span><span class="op">]</span> <span class="key">if</span> <span class="nam">keys</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">keys</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1290" href="#t1290">1290</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1291" href="#t1291">1291</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1264" href="#t1264">1264</a></span><span class="t">        <span class="com"># make a list of all keys that you want to look at</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1265" href="#t1265">1265</a></span><span class="t">        <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="str">'iteration'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="str">'node'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1266" href="#t1266">1266</a></span><span class="t">        <span class="key">if</span> <span class="nam">print_all</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1267" href="#t1267">1267</a></span><span class="t">            <span class="nam">keys</span> <span class="op">+=</span> <span class="op">[</span><span class="str">'problem_pos'</span><span class="op">,</span> <span class="str">'level'</span><span class="op">,</span> <span class="str">'target'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1268" href="#t1268">1268</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1269" href="#t1269">1269</a></span><span class="t">        <span class="com"># print the table</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1270" href="#t1270">1270</a></span><span class="t">        <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1271" href="#t1271">1271</a></span><span class="t">            <span class="nam">counts</span><span class="op">,</span> <span class="nam">dev</span><span class="op">,</span> <span class="nam">unique</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">count_occurrences</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1272" href="#t1272">1272</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f' {key:11} | {counts:11.1f} | {dev:14.2f} | {unique:14}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1273" href="#t1273">1273</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1274" href="#t1274">1274</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1275" href="#t1275">1275</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1276" href="#t1276">1276</a></span><span class="t">    <span class="key">def</span> <span class="nam">combinations_histogram</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">keys</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1277" href="#t1277">1277</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1278" href="#t1278">1278</a></span><span class="t"><span class="str">        Make a histogram ouf of the occurrences of combinations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1279" href="#t1279">1279</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1280" href="#t1280">1280</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1281" href="#t1281">1281</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1282" href="#t1282">1282</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1283" href="#t1283">1283</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1284" href="#t1284">1284</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1285" href="#t1285">1285</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1286" href="#t1286">1286</a></span><span class="t"><span class="str">            Matplotlib.axes: The plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1287" href="#t1287">1287</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1288" href="#t1288">1288</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1289" href="#t1289">1289</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1290" href="#t1290">1290</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1291" href="#t1291">1291</a></span><span class="t">        <span class="nam">occurrences</span><span class="op">,</span> <span class="nam">bins</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_combination_histogram</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1292" href="#t1292">1292</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1293" href="#t1293">1293</a></span><span class="t">        <span class="com"># get unique values and compute how many combinations you expect</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1294" href="#t1294">1294</a></span><span class="t">        <span class="nam">num_unique</span> <span class="op">=</span> <span class="op">[</span><span class="nam">len</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1295" href="#t1295">1295</a></span><span class="t">        <span class="nam">expected_number_of_combinations</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">prod</span><span class="op">(</span><span class="nam">num_unique</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1293" href="#t1293">1293</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">bar</span><span class="op">(</span><span class="nam">bins</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">occurrences</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1294" href="#t1294">1294</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1295" href="#t1295">1295</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'Occurrence of combinations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1296" href="#t1296">1296</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1297" href="#t1297">1297</a></span><span class="t">        <span class="com"># test what you actually get</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1298" href="#t1298">1298</a></span><span class="t">        <span class="nam">combination_counts</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_combination_counts</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1299" href="#t1299">1299</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1300" href="#t1300">1300</a></span><span class="t">        <span class="com"># make a histogram with the result</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1301" href="#t1301">1301</a></span><span class="t">        <span class="nam">occurrences</span><span class="op">,</span> <span class="nam">bins</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">histogram</span><span class="op">(</span><span class="nam">combination_counts</span><span class="op">,</span> <span class="nam">bins</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">max</span><span class="op">(</span><span class="nam">combination_counts</span><span class="op">)</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1302" href="#t1302">1302</a></span><span class="t">        <span class="nam">occurrences</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expected_number_of_combinations</span> <span class="op">-</span> <span class="nam">len</span><span class="op">(</span><span class="nam">combination_counts</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1297" href="#t1297">1297</a></span><span class="t">        <span class="key">return</span> <span class="nam">ax</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1298" href="#t1298">1298</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1299" href="#t1299">1299</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_combination_histogram</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">keys</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1300" href="#t1300">1300</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1301" href="#t1301">1301</a></span><span class="t"><span class="str">        Check how many combinations of values we expect and how many we find to see if we need to do more experiments.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1302" href="#t1302">1302</a></span><span class="t"><span class="str">        It is assumed that each allowed value for each key appears at least once in dat after the mask was applied</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1303" href="#t1303">1303</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1304" href="#t1304">1304</a></span><span class="t">        <span class="key">return</span> <span class="nam">occurrences</span><span class="op">,</span> <span class="nam">bins</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1305" href="#t1305">1305</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1306" href="#t1306">1306</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_max_combinations</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1307" href="#t1307">1307</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1308" href="#t1308">1308</a></span><span class="t"><span class="str">        Count how many combinations of parameters for faults are possible</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1309" href="#t1309">1309</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1310" href="#t1310">1310</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1311" href="#t1311">1311</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1312" href="#t1312">1312</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1313" href="#t1313">1313</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1314" href="#t1314">1314</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1315" href="#t1315">1315</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1316" href="#t1316">1316</a></span><span class="t"><span class="str">            int: Number of possible combinations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1317" href="#t1317">1317</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1318" href="#t1318">1318</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1319" href="#t1319">1319</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="num">0</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1320" href="#t1320">1320</a></span><span class="t">        <span class="nam">faultHook</span> <span class="op">=</span> <span class="nam">get_fault_injector_hook</span><span class="op">(</span><span class="nam">controller</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1321" href="#t1321">1321</a></span><span class="t">        <span class="nam">ranges</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1322" href="#t1322">1322</a></span><span class="t">            <span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'level_number'</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1323" href="#t1323">1323</a></span><span class="t">            <span class="op">(</span><span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'min_node'</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'node'</span><span class="op">]</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1324" href="#t1324">1324</a></span><span class="t">            <span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1325" href="#t1325">1325</a></span><span class="t">            <span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1326" href="#t1326">1326</a></span><span class="t">            <span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'rank'</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1327" href="#t1327">1327</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1328" href="#t1328">1328</a></span><span class="t">        <span class="nam">ranges</span> <span class="op">+=</span> <span class="op">[</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">i</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'problem_pos'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1329" href="#t1329">1329</a></span><span class="t">        <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">prod</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">ranges</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">int</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1304" href="#t1304">1304</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1305" href="#t1305">1305</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1306" href="#t1306">1306</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1307" href="#t1307">1307</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1308" href="#t1308">1308</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1309" href="#t1309">1309</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1310" href="#t1310">1310</a></span><span class="t"><span class="str">            Numpy.ndarray: Number of occurrences of combinations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1311" href="#t1311">1311</a></span><span class="t"><span class="str">            Numpy.ndarray: Bins</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1312" href="#t1312">1312</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1313" href="#t1313">1313</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1314" href="#t1314">1314</a></span><span class="t">        <span class="com"># load default values</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1315" href="#t1315">1315</a></span><span class="t">        <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span> <span class="key">if</span> <span class="nam">dat</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">dat</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1316" href="#t1316">1316</a></span><span class="t">        <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="str">'iteration'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="str">'node'</span><span class="op">]</span> <span class="key">if</span> <span class="nam">keys</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">keys</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1317" href="#t1317">1317</a></span><span class="t">        <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1318" href="#t1318">1318</a></span><span class="t">            <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1319" href="#t1319">1319</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1320" href="#t1320">1320</a></span><span class="t">        <span class="com"># get unique values and compute how many combinations you expect</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1321" href="#t1321">1321</a></span><span class="t">        <span class="nam">num_unique</span> <span class="op">=</span> <span class="op">[</span><span class="nam">len</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1322" href="#t1322">1322</a></span><span class="t">        <span class="nam">expected_number_of_combinations</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">prod</span><span class="op">(</span><span class="nam">num_unique</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1323" href="#t1323">1323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1324" href="#t1324">1324</a></span><span class="t">        <span class="com"># test what you actually get</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1325" href="#t1325">1325</a></span><span class="t">        <span class="nam">combination_counts</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_combination_counts</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1326" href="#t1326">1326</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1327" href="#t1327">1327</a></span><span class="t">        <span class="com"># make a histogram with the result</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1328" href="#t1328">1328</a></span><span class="t">        <span class="nam">occurrences</span><span class="op">,</span> <span class="nam">bins</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">histogram</span><span class="op">(</span><span class="nam">combination_counts</span><span class="op">,</span> <span class="nam">bins</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">max</span><span class="op">(</span><span class="nam">combination_counts</span><span class="op">)</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1329" href="#t1329">1329</a></span><span class="t">        <span class="nam">occurrences</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expected_number_of_combinations</span> <span class="op">-</span> <span class="nam">len</span><span class="op">(</span><span class="nam">combination_counts</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1330" href="#t1330">1330</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1331" href="#t1331">1331</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_combination_counts</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1332" href="#t1332">1332</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1333" href="#t1333">1333</a></span><span class="t"><span class="str">        Get counts of how often all combinations of values of keys appear. This is done recursively to support arbitrary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1334" href="#t1334">1334</a></span><span class="t"><span class="str">        numbers of keys</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1335" href="#t1335">1335</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1336" href="#t1336">1336</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1337" href="#t1337">1337</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1338" href="#t1338">1338</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1339" href="#t1339">1339</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1340" href="#t1340">1340</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1341" href="#t1341">1341</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1342" href="#t1342">1342</a></span><span class="t"><span class="str">            list: Occurrences of all combinations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1343" href="#t1343">1343</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1344" href="#t1344">1344</a></span><span class="t">        <span class="nam">key</span> <span class="op">=</span> <span class="nam">keys</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1345" href="#t1345">1345</a></span><span class="t">        <span class="nam">unique_vals</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1346" href="#t1346">1346</a></span><span class="t">        <span class="nam">res</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1347" href="#t1347">1347</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1348" href="#t1348">1348</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">unique_vals</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1349" href="#t1349">1349</a></span><span class="t">            <span class="nam">inner_mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">key</span><span class="op">=</span><span class="nam">key</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="nam">unique_vals</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="str">'eq'</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1350" href="#t1350">1350</a></span><span class="t">            <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">keys</span><span class="op">)</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1351" href="#t1351">1351</a></span><span class="t">                <span class="nam">res</span> <span class="op">+=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_combination_counts</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span><span class="op">,</span> <span class="nam">inner_mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1352" href="#t1352">1352</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1353" href="#t1353">1353</a></span><span class="t">                <span class="nam">res</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">count_occurrences</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">inner_mask</span><span class="op">]</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1354" href="#t1354">1354</a></span><span class="t">        <span class="key">return</span> <span class="nam">res</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1355" href="#t1355">1355</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1356" href="#t1356">1356</a></span><span class="t">    <span class="key">def</span> <span class="nam">count_occurrences</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">vals</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1357" href="#t1357">1357</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1358" href="#t1358">1358</a></span><span class="t"><span class="str">        Count the occurrences of unique values in vals and compute average deviation from mean</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1359" href="#t1359">1359</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1360" href="#t1360">1360</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1361" href="#t1361">1361</a></span><span class="t"><span class="str">            vals (list): Values you want to check</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1331" href="#t1331">1331</a></span><span class="t">        <span class="key">return</span> <span class="nam">occurrences</span><span class="op">,</span> <span class="nam">bins</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1332" href="#t1332">1332</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1333" href="#t1333">1333</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_max_combinations</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1334" href="#t1334">1334</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1335" href="#t1335">1335</a></span><span class="t"><span class="str">        Count how many combinations of parameters for faults are possible</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1336" href="#t1336">1336</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1337" href="#t1337">1337</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1338" href="#t1338">1338</a></span><span class="t"><span class="str">            dat (dict): The recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1339" href="#t1339">1339</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1340" href="#t1340">1340</a></span><span class="t"><span class="str">            strategy (Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1341" href="#t1341">1341</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1342" href="#t1342">1342</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1343" href="#t1343">1343</a></span><span class="t"><span class="str">            int: Number of possible combinations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1344" href="#t1344">1344</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1345" href="#t1345">1345</a></span><span class="t">        <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1346" href="#t1346">1346</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">run</span><span class="op">=</span><span class="num">0</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1347" href="#t1347">1347</a></span><span class="t">        <span class="nam">faultHook</span> <span class="op">=</span> <span class="nam">get_fault_injector_hook</span><span class="op">(</span><span class="nam">controller</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1348" href="#t1348">1348</a></span><span class="t">        <span class="nam">ranges</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1349" href="#t1349">1349</a></span><span class="t">            <span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'level_number'</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1350" href="#t1350">1350</a></span><span class="t">            <span class="op">(</span><span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'min_node'</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'node'</span><span class="op">]</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1351" href="#t1351">1351</a></span><span class="t">            <span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1352" href="#t1352">1352</a></span><span class="t">            <span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'bit'</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1353" href="#t1353">1353</a></span><span class="t">            <span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'rank'</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1354" href="#t1354">1354</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1355" href="#t1355">1355</a></span><span class="t">        <span class="nam">ranges</span> <span class="op">+=</span> <span class="op">[</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">i</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">faultHook</span><span class="op">.</span><span class="nam">rnd_params</span><span class="op">[</span><span class="str">'problem_pos'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1356" href="#t1356">1356</a></span><span class="t">        <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">prod</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">ranges</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">int</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1357" href="#t1357">1357</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1358" href="#t1358">1358</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_combination_counts</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1359" href="#t1359">1359</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1360" href="#t1360">1360</a></span><span class="t"><span class="str">        Get counts of how often all combinations of values of keys appear. This is done recursively to support arbitrary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1361" href="#t1361">1361</a></span><span class="t"><span class="str">        numbers of keys</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1362" href="#t1362">1362</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1363" href="#t1363">1363</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1364" href="#t1364">1364</a></span><span class="t"><span class="str">            float: Mean of number of occurrences of unique values in vals</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1365" href="#t1365">1365</a></span><span class="t"><span class="str">            float: Average deviation from mean number of occurrences</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1366" href="#t1366">1366</a></span><span class="t"><span class="str">            int: Number of unique entries</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1367" href="#t1367">1367</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1368" href="#t1368">1368</a></span><span class="t">        <span class="nam">unique_vals</span><span class="op">,</span> <span class="nam">counts</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">vals</span><span class="op">,</span> <span class="nam">return_counts</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1369" href="#t1369">1369</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1370" href="#t1370">1370</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">counts</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1371" href="#t1371">1371</a></span><span class="t">            <span class="key">return</span> <span class="nam">counts</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">sum</span><span class="op">(</span><span class="nam">abs</span><span class="op">(</span><span class="nam">counts</span> <span class="op">-</span> <span class="nam">counts</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">counts</span><span class="op">)</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">counts</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1372" href="#t1372">1372</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1373" href="#t1373">1373</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span><span class="op">,</span> <span class="key">None</span><span class="op">,</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1363" href="#t1363">1363</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1364" href="#t1364">1364</a></span><span class="t"><span class="str">            dat (dict): The data of the recorded statistics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1365" href="#t1365">1365</a></span><span class="t"><span class="str">            keys (list): The keys in dat that you want to know the combinations of</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1366" href="#t1366">1366</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before counting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1367" href="#t1367">1367</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1368" href="#t1368">1368</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1369" href="#t1369">1369</a></span><span class="t"><span class="str">            list: Occurrences of all combinations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1370" href="#t1370">1370</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1371" href="#t1371">1371</a></span><span class="t">        <span class="nam">key</span> <span class="op">=</span> <span class="nam">keys</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1372" href="#t1372">1372</a></span><span class="t">        <span class="nam">unique_vals</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">mask</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1373" href="#t1373">1373</a></span><span class="t">        <span class="nam">res</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1374" href="#t1374">1374</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1375" href="#t1375">1375</a></span><span class="t">    <span class="key">def</span> <span class="nam">bar_plot_thing</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1376" href="#t1376">1376</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">x</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">thing</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">store</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1377" href="#t1377">1377</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1378" href="#t1378">1378</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1379" href="#t1379">1379</a></span><span class="t"><span class="str">        Make a bar plot about something!</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1380" href="#t1380">1380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1381" href="#t1381">1381</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1382" href="#t1382">1382</a></span><span class="t"><span class="str">            x (Numpy.ndarray of dimension 1): x values for bar plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1383" href="#t1383">1383</a></span><span class="t"><span class="str">            thing (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1384" href="#t1384">1384</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before plotting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1385" href="#t1385">1385</a></span><span class="t"><span class="str">            store (bool): Store the plot at a predefined path or not (for jupyter notebooks)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1386" href="#t1386">1386</a></span><span class="t"><span class="str">            faults (bool): Whether to load stats with faults or without</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1387" href="#t1387">1387</a></span><span class="t"><span class="str">            name (str): Optional name for the plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1388" href="#t1388">1388</a></span><span class="t"><span class="str">            op (function): Operation that is applied to thing before plotting default is recovery rate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1389" href="#t1389">1389</a></span><span class="t"><span class="str">            args (dict): Parameters for how the plot should look</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1390" href="#t1390">1390</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1391" href="#t1391">1391</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1392" href="#t1392">1392</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1393" href="#t1393">1393</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1394" href="#t1394">1394</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1395" href="#t1395">1395</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1396" href="#t1396">1396</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1397" href="#t1397">1397</a></span><span class="t">        <span class="nam">op</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mean</span> <span class="key">if</span> <span class="nam">op</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">op</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1398" href="#t1398">1398</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1399" href="#t1399">1399</a></span><span class="t">        <span class="com"># get the values for the bars</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1400" href="#t1400">1400</a></span><span class="t">        <span class="nam">height</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1401" href="#t1401">1401</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy_idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1402" href="#t1402">1402</a></span><span class="t">            <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1403" href="#t1403">1403</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1404" href="#t1404">1404</a></span><span class="t">            <span class="com"># load the values</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1405" href="#t1405">1405</a></span><span class="t">            <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1406" href="#t1406">1406</a></span><span class="t">            <span class="nam">no_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1375" href="#t1375">1375</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">unique_vals</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1376" href="#t1376">1376</a></span><span class="t">            <span class="nam">inner_mask</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">key</span><span class="op">=</span><span class="nam">key</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="nam">unique_vals</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="str">'eq'</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1377" href="#t1377">1377</a></span><span class="t">            <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">keys</span><span class="op">)</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1378" href="#t1378">1378</a></span><span class="t">                <span class="nam">res</span> <span class="op">+=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_combination_counts</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">keys</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span><span class="op">,</span> <span class="nam">inner_mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1379" href="#t1379">1379</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1380" href="#t1380">1380</a></span><span class="t">                <span class="nam">res</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">self</span><span class="op">.</span><span class="nam">count_occurrences</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">inner_mask</span><span class="op">]</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1381" href="#t1381">1381</a></span><span class="t">        <span class="key">return</span> <span class="nam">res</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1382" href="#t1382">1382</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1383" href="#t1383">1383</a></span><span class="t">    <span class="key">def</span> <span class="nam">count_occurrences</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">vals</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1384" href="#t1384">1384</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1385" href="#t1385">1385</a></span><span class="t"><span class="str">        Count the occurrences of unique values in vals and compute average deviation from mean</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1386" href="#t1386">1386</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1387" href="#t1387">1387</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1388" href="#t1388">1388</a></span><span class="t"><span class="str">            vals (list): Values you want to check</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1389" href="#t1389">1389</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1390" href="#t1390">1390</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1391" href="#t1391">1391</a></span><span class="t"><span class="str">            float: Mean of number of occurrences of unique values in vals</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1392" href="#t1392">1392</a></span><span class="t"><span class="str">            float: Average deviation from mean number of occurrences</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1393" href="#t1393">1393</a></span><span class="t"><span class="str">            int: Number of unique entries</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1394" href="#t1394">1394</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1395" href="#t1395">1395</a></span><span class="t">        <span class="nam">unique_vals</span><span class="op">,</span> <span class="nam">counts</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">unique</span><span class="op">(</span><span class="nam">vals</span><span class="op">,</span> <span class="nam">return_counts</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1396" href="#t1396">1396</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1397" href="#t1397">1397</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">counts</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1398" href="#t1398">1398</a></span><span class="t">            <span class="key">return</span> <span class="nam">counts</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">sum</span><span class="op">(</span><span class="nam">abs</span><span class="op">(</span><span class="nam">counts</span> <span class="op">-</span> <span class="nam">counts</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">counts</span><span class="op">)</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">counts</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1399" href="#t1399">1399</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1400" href="#t1400">1400</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span><span class="op">,</span> <span class="key">None</span><span class="op">,</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1401" href="#t1401">1401</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1402" href="#t1402">1402</a></span><span class="t">    <span class="key">def</span> <span class="nam">bar_plot_thing</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1403" href="#t1403">1403</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">x</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">thing</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">store</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1404" href="#t1404">1404</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1405" href="#t1405">1405</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1406" href="#t1406">1406</a></span><span class="t"><span class="str">        Make a bar plot about something!</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1407" href="#t1407">1407</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1408" href="#t1408">1408</a></span><span class="t">            <span class="com"># check if we have a mask</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1409" href="#t1409">1409</a></span><span class="t">            <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1410" href="#t1410">1410</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thing</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1411" href="#t1411">1411</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1412" href="#t1412">1412</a></span><span class="t">            <span class="nam">height</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thing</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1413" href="#t1413">1413</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1414" href="#t1414">1414</a></span><span class="t">        <span class="com"># get some x values</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1415" href="#t1415">1415</a></span><span class="t">        <span class="nam">x</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span> <span class="key">if</span> <span class="nam">x</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">x</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1416" href="#t1416">1416</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1417" href="#t1417">1417</a></span><span class="t">        <span class="com"># prepare labels</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1418" href="#t1418">1418</a></span><span class="t">        <span class="nam">ticks</span> <span class="op">=</span> <span class="op">[</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1419" href="#t1419">1419</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1420" href="#t1420">1420</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">bar</span><span class="op">(</span><span class="nam">x</span><span class="op">,</span> <span class="nam">height</span><span class="op">,</span> <span class="nam">tick_label</span><span class="op">=</span><span class="nam">ticks</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1421" href="#t1421">1421</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1422" href="#t1422">1422</a></span><span class="t">        <span class="com"># set the parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1423" href="#t1423">1423</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="nam">thing</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1424" href="#t1424">1424</a></span><span class="t">        <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">args</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">args</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1425" href="#t1425">1425</a></span><span class="t">        <span class="op">[</span><span class="nam">plt</span><span class="op">.</span><span class="nam">setp</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span><span class="op">)</span> <span class="key">for</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span> <span class="key">in</span> <span class="nam">args</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1426" href="#t1426">1426</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1427" href="#t1427">1427</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1428" href="#t1428">1428</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1429" href="#t1429">1429</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-{thing if name is None else name}-barplot.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1430" href="#t1430">1430</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">close</span><span class="op">(</span><span class="nam">fig</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1431" href="#t1431">1431</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1432" href="#t1432">1432</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1433" href="#t1433">1433</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1434" href="#t1434">1434</a></span><span class="t">    <span class="key">def</span> <span class="nam">fault_frequency_plot</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">iter_ax</span><span class="op">,</span> <span class="nam">kwargs_range</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1435" href="#t1435">1435</a></span><span class="t">        <span class="nam">func_args</span> <span class="op">=</span> <span class="nam">locals</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1436" href="#t1436">1436</a></span><span class="t">        <span class="nam">func_args</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'self'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1437" href="#t1437">1437</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1438" href="#t1438">1438</a></span><span class="t">            <span class="key">for</span> <span class="nam">strat</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1439" href="#t1439">1439</a></span><span class="t">                <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">func_args</span><span class="op">,</span> <span class="str">'strategy'</span><span class="op">:</span> <span class="nam">strat</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1440" href="#t1440">1440</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">fault_frequency_plot</span><span class="op">(</span><span class="op">**</span><span class="nam">args</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1441" href="#t1441">1441</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1442" href="#t1442">1442</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1443" href="#t1443">1443</a></span><span class="t">        <span class="com"># load data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1444" href="#t1444">1444</a></span><span class="t">        <span class="nam">all_data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1445" href="#t1445">1445</a></span><span class="t">        <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">kwargs_range</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1446" href="#t1446">1446</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">me</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1447" href="#t1447">1447</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1448" href="#t1448">1448</a></span><span class="t">            <span class="nam">all_data</span><span class="op">[</span><span class="nam">me</span><span class="op">]</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="str">'regular'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1449" href="#t1449">1449</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1450" href="#t1450">1450</a></span><span class="t">        <span class="com"># get_recovery_rate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1451" href="#t1451">1451</a></span><span class="t">        <span class="nam">results</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1452" href="#t1452">1452</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'frequencies'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">all_data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1453" href="#t1453">1453</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'recovery_rate'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1454" href="#t1454">1454</a></span><span class="t">            <span class="nam">len</span><span class="op">(</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">[</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span> <span class="key">is</span> <span class="key">True</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1455" href="#t1455">1455</a></span><span class="t">            <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">all_data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1456" href="#t1456">1456</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1457" href="#t1457">1457</a></span><span class="t">        <span class="com"># results['iterations'] = [np.mean(all_data[key]['total_iteration']) for key in all_data.keys()]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1458" href="#t1458">1458</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'iterations'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1459" href="#t1459">1459</a></span><span class="t">            <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'total_iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span> <span class="op">!=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">all_data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1460" href="#t1460">1460</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1461" href="#t1461">1461</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1462" href="#t1462">1462</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">results</span><span class="op">[</span><span class="str">'frequencies'</span><span class="op">]</span><span class="op">,</span> <span class="nam">results</span><span class="op">[</span><span class="str">'recovery_rate'</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1463" href="#t1463">1463</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">results</span><span class="op">[</span><span class="str">'frequencies'</span><span class="op">]</span><span class="op">,</span> <span class="nam">results</span><span class="op">[</span><span class="str">'iterations'</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="op">{</span><span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1464" href="#t1464">1464</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1465" href="#t1465">1465</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1466" href="#t1466">1466</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'iterations between fault'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1467" href="#t1467">1467</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1468" href="#t1468">1468</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'average total iterations if not crashed (dashed)'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1469" href="#t1469">1469</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1470" href="#t1470">1470</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1471" href="#t1471">1471</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1472" href="#t1472">1472</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1473" href="#t1473">1473</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_HR_tol</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">verbose</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1474" href="#t1474">1474</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">hotrod</span> <span class="key">import</span> <span class="nam">HotRod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1475" href="#t1475">1475</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1476" href="#t1476">1476</a></span><span class="t">        <span class="nam">HR_strategy</span> <span class="op">=</span> <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">use_MPI</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1477" href="#t1477">1477</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1478" href="#t1478">1478</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">HR_strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1479" href="#t1479">1479</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">HotRod</span><span class="op">]</span><span class="op">[</span><span class="str">'HotRod_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1480" href="#t1480">1480</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1481" href="#t1481">1481</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">HR_strategy</span><span class="op">,</span> <span class="nam">force_params</span><span class="op">=</span><span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1482" href="#t1482">1482</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1483" href="#t1483">1483</a></span><span class="t">        <span class="nam">e_extrapolation</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_extrapolation_estimate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1484" href="#t1484">1484</a></span><span class="t">        <span class="nam">diff</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1485" href="#t1485">1485</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">e_extrapolation</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1486" href="#t1486">1486</a></span><span class="t">            <span class="key">if</span> <span class="nam">e_extrapolation</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1487" href="#t1487">1487</a></span><span class="t">                <span class="nam">e_embedded</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">e_extrapolation</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1488" href="#t1488">1488</a></span><span class="t">                <span class="nam">diff</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">abs</span><span class="op">(</span><span class="nam">e_extrapolation</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">e_embedded</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1489" href="#t1489">1489</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1490" href="#t1490">1490</a></span><span class="t">        <span class="nam">max_diff</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">diff</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1491" href="#t1491">1491</a></span><span class="t">        <span class="nam">proposed_tol</span> <span class="op">=</span> <span class="num">2</span> <span class="op">*</span> <span class="nam">max_diff</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1492" href="#t1492">1492</a></span><span class="t">        <span class="key">if</span> <span class="nam">verbose</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1493" href="#t1493">1493</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1494" href="#t1494">1494</a></span><span class="t">                <span class="str">f'Max. diff: {max_diff:.6e} -> proposed HR tolerance: {proposed_tol:.6e} for {self.prob.__name__} problem with {self.num_procs} procs.'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1495" href="#t1495">1495</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1496" href="#t1496">1496</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1497" href="#t1497">1497</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f'{proposed_tol:.6e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1498" href="#t1498">1498</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1408" href="#t1408">1408</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1409" href="#t1409">1409</a></span><span class="t"><span class="str">            x (Numpy.ndarray of dimension 1): x values for bar plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1410" href="#t1410">1410</a></span><span class="t"><span class="str">            thing (str): Some key stored in the stats that will go on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1411" href="#t1411">1411</a></span><span class="t"><span class="str">            mask (Numpy.ndarray of shape (n)): The mask you want to apply before plotting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1412" href="#t1412">1412</a></span><span class="t"><span class="str">            store (bool): Store the plot at a predefined path or not (for jupyter notebooks)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1413" href="#t1413">1413</a></span><span class="t"><span class="str">            faults (bool): Whether to load stats with faults or without</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1414" href="#t1414">1414</a></span><span class="t"><span class="str">            name (str): Optional name for the plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1415" href="#t1415">1415</a></span><span class="t"><span class="str">            op (function): Operation that is applied to thing before plotting default is recovery rate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1416" href="#t1416">1416</a></span><span class="t"><span class="str">            args (dict): Parameters for how the plot should look</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1417" href="#t1417">1417</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1418" href="#t1418">1418</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1419" href="#t1419">1419</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1420" href="#t1420">1420</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1421" href="#t1421">1421</a></span><span class="t">        <span class="key">if</span> <span class="nam">ax</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1422" href="#t1422">1422</a></span><span class="t">            <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1423" href="#t1423">1423</a></span><span class="t">            <span class="nam">store</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1424" href="#t1424">1424</a></span><span class="t">        <span class="nam">op</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">mean</span> <span class="key">if</span> <span class="nam">op</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">op</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1425" href="#t1425">1425</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1426" href="#t1426">1426</a></span><span class="t">        <span class="com"># get the values for the bars</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1427" href="#t1427">1427</a></span><span class="t">        <span class="nam">height</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1428" href="#t1428">1428</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy_idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1429" href="#t1429">1429</a></span><span class="t">            <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1430" href="#t1430">1430</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1431" href="#t1431">1431</a></span><span class="t">            <span class="com"># load the values</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1432" href="#t1432">1432</a></span><span class="t">            <span class="nam">dat</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="nam">faults</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1433" href="#t1433">1433</a></span><span class="t">            <span class="nam">no_faults</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1434" href="#t1434">1434</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1435" href="#t1435">1435</a></span><span class="t">            <span class="com"># check if we have a mask</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1436" href="#t1436">1436</a></span><span class="t">            <span class="key">if</span> <span class="nam">mask</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1437" href="#t1437">1437</a></span><span class="t">                <span class="nam">mask</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">ones_like</span><span class="op">(</span><span class="nam">dat</span><span class="op">[</span><span class="nam">thing</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">bool</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1438" href="#t1438">1438</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1439" href="#t1439">1439</a></span><span class="t">            <span class="nam">height</span><span class="op">[</span><span class="nam">strategy_idx</span><span class="op">]</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">dat</span><span class="op">,</span> <span class="nam">no_faults</span><span class="op">,</span> <span class="nam">thing</span><span class="op">,</span> <span class="nam">mask</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1440" href="#t1440">1440</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1441" href="#t1441">1441</a></span><span class="t">        <span class="com"># get some x values</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1442" href="#t1442">1442</a></span><span class="t">        <span class="nam">x</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span> <span class="key">if</span> <span class="nam">x</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">x</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1443" href="#t1443">1443</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1444" href="#t1444">1444</a></span><span class="t">        <span class="com"># prepare labels</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1445" href="#t1445">1445</a></span><span class="t">        <span class="nam">ticks</span> <span class="op">=</span> <span class="op">[</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1446" href="#t1446">1446</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1447" href="#t1447">1447</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">bar</span><span class="op">(</span><span class="nam">x</span><span class="op">,</span> <span class="nam">height</span><span class="op">,</span> <span class="nam">tick_label</span><span class="op">=</span><span class="nam">ticks</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1448" href="#t1448">1448</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1449" href="#t1449">1449</a></span><span class="t">        <span class="com"># set the parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1450" href="#t1450">1450</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="nam">thing</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1451" href="#t1451">1451</a></span><span class="t">        <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">args</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">args</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1452" href="#t1452">1452</a></span><span class="t">        <span class="op">[</span><span class="nam">plt</span><span class="op">.</span><span class="nam">setp</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span><span class="op">)</span> <span class="key">for</span> <span class="nam">k</span><span class="op">,</span> <span class="nam">v</span> <span class="key">in</span> <span class="nam">args</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1453" href="#t1453">1453</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1454" href="#t1454">1454</a></span><span class="t">        <span class="key">if</span> <span class="nam">store</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1455" href="#t1455">1455</a></span><span class="t">            <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1456" href="#t1456">1456</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{self.get_name()}-{thing if name is None else name}-barplot.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1457" href="#t1457">1457</a></span><span class="t">            <span class="nam">plt</span><span class="op">.</span><span class="nam">close</span><span class="op">(</span><span class="nam">fig</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1458" href="#t1458">1458</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1459" href="#t1459">1459</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1460" href="#t1460">1460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1461" href="#t1461">1461</a></span><span class="t">    <span class="key">def</span> <span class="nam">fault_frequency_plot</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">iter_ax</span><span class="op">,</span> <span class="nam">kwargs_range</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1462" href="#t1462">1462</a></span><span class="t">        <span class="nam">func_args</span> <span class="op">=</span> <span class="nam">locals</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1463" href="#t1463">1463</a></span><span class="t">        <span class="nam">func_args</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'self'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1464" href="#t1464">1464</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1465" href="#t1465">1465</a></span><span class="t">            <span class="key">for</span> <span class="nam">strat</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1466" href="#t1466">1466</a></span><span class="t">                <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">func_args</span><span class="op">,</span> <span class="str">'strategy'</span><span class="op">:</span> <span class="nam">strat</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1467" href="#t1467">1467</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">fault_frequency_plot</span><span class="op">(</span><span class="op">**</span><span class="nam">args</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1468" href="#t1468">1468</a></span><span class="t">            <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1469" href="#t1469">1469</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1470" href="#t1470">1470</a></span><span class="t">        <span class="com"># load data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1471" href="#t1471">1471</a></span><span class="t">        <span class="nam">all_data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1472" href="#t1472">1472</a></span><span class="t">        <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">kwargs_range</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1473" href="#t1473">1473</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'fault_frequency_iter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">me</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1474" href="#t1474">1474</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1475" href="#t1475">1475</a></span><span class="t">            <span class="nam">all_data</span><span class="op">[</span><span class="nam">me</span><span class="op">]</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">faults</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="str">'regular'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1476" href="#t1476">1476</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1477" href="#t1477">1477</a></span><span class="t">        <span class="com"># get_recovery_rate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1478" href="#t1478">1478</a></span><span class="t">        <span class="nam">results</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1479" href="#t1479">1479</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'frequencies'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">all_data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1480" href="#t1480">1480</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'recovery_rate'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1481" href="#t1481">1481</a></span><span class="t">            <span class="nam">len</span><span class="op">(</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">[</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span> <span class="key">is</span> <span class="key">True</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">len</span><span class="op">(</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'recovered'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1482" href="#t1482">1482</a></span><span class="t">            <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">all_data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1483" href="#t1483">1483</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1484" href="#t1484">1484</a></span><span class="t">        <span class="com"># results['iterations'] = [np.mean(all_data[key]['total_iteration']) for key in all_data.keys()]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1485" href="#t1485">1485</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'iterations'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1486" href="#t1486">1486</a></span><span class="t">            <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'total_iteration'</span><span class="op">]</span><span class="op">[</span><span class="nam">all_data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="str">'error'</span><span class="op">]</span> <span class="op">!=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">all_data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1487" href="#t1487">1487</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1488" href="#t1488">1488</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1489" href="#t1489">1489</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">results</span><span class="op">[</span><span class="str">'frequencies'</span><span class="op">]</span><span class="op">,</span> <span class="nam">results</span><span class="op">[</span><span class="str">'recovery_rate'</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1490" href="#t1490">1490</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">results</span><span class="op">[</span><span class="str">'frequencies'</span><span class="op">]</span><span class="op">,</span> <span class="nam">results</span><span class="op">[</span><span class="str">'iterations'</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="op">{</span><span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1491" href="#t1491">1491</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1492" href="#t1492">1492</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1493" href="#t1493">1493</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'iterations between fault'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1494" href="#t1494">1494</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1495" href="#t1495">1495</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'average total iterations if not crashed (dashed)'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1496" href="#t1496">1496</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1497" href="#t1497">1497</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1498" href="#t1498">1498</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1499" href="#t1499">1499</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1500" href="#t1500">1500</a></span><span class="t"><span class="key">def</span> <span class="nam">check_local_error</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1501" href="#t1501">1501</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1502" href="#t1502">1502</a></span><span class="t"><span class="str">    Make a plot of the resolution over time for all problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1503" href="#t1503">1503</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1504" href="#t1504">1504</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1505" href="#t1505">1505</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1506" href="#t1506">1506</a></span><span class="t">    <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1500" href="#t1500">1500</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_HR_tol</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">verbose</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1501" href="#t1501">1501</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">hotrod</span> <span class="key">import</span> <span class="nam">HotRod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1502" href="#t1502">1502</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1503" href="#t1503">1503</a></span><span class="t">        <span class="nam">HR_strategy</span> <span class="op">=</span> <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">use_MPI</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1504" href="#t1504">1504</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1505" href="#t1505">1505</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">HR_strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">prob</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1506" href="#t1506">1506</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">HotRod</span><span class="op">]</span><span class="op">[</span><span class="str">'HotRod_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e2</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1507" href="#t1507">1507</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1508" href="#t1508">1508</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1509" href="#t1509">1509</a></span><span class="t">        <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1510" href="#t1510">1510</a></span><span class="t">            <span class="nam">prob</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1511" href="#t1511">1511</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1512" href="#t1512">1512</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1513" href="#t1513">1513</a></span><span class="t">            <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1514" href="#t1514">1514</a></span><span class="t">            <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1515" href="#t1515">1515</a></span><span class="t">            <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1516" href="#t1516">1516</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1517" href="#t1517">1517</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="str">'random'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1518" href="#t1518">1518</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1519" href="#t1519">1519</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">compare_strategies</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1520" href="#t1520">1520</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1521" href="#t1521">1521</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1522" href="#t1522">1522</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1523" href="#t1523">1523</a></span><span class="t"><span class="key">def</span> <span class="nam">parse_args</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1524" href="#t1524">1524</a></span><span class="t">    <span class="key">import</span> <span class="nam">sys</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1508" href="#t1508">1508</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span><span class="nam">HR_strategy</span><span class="op">,</span> <span class="nam">force_params</span><span class="op">=</span><span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1509" href="#t1509">1509</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1510" href="#t1510">1510</a></span><span class="t">        <span class="nam">e_extrapolation</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_extrapolation_estimate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1511" href="#t1511">1511</a></span><span class="t">        <span class="nam">diff</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1512" href="#t1512">1512</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">e_extrapolation</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1513" href="#t1513">1513</a></span><span class="t">            <span class="key">if</span> <span class="nam">e_extrapolation</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1514" href="#t1514">1514</a></span><span class="t">                <span class="nam">e_embedded</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">time</span><span class="op">=</span><span class="nam">e_extrapolation</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1515" href="#t1515">1515</a></span><span class="t">                <span class="nam">diff</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">abs</span><span class="op">(</span><span class="nam">e_extrapolation</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">e_embedded</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1516" href="#t1516">1516</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1517" href="#t1517">1517</a></span><span class="t">        <span class="nam">max_diff</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">diff</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1518" href="#t1518">1518</a></span><span class="t">        <span class="nam">proposed_tol</span> <span class="op">=</span> <span class="num">2</span> <span class="op">*</span> <span class="nam">max_diff</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1519" href="#t1519">1519</a></span><span class="t">        <span class="key">if</span> <span class="nam">verbose</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1520" href="#t1520">1520</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1521" href="#t1521">1521</a></span><span class="t">                <span class="str">f'Max. diff: {max_diff:.6e} -> proposed HR tolerance: {proposed_tol:.6e} for {self.prob.__name__} problem with {self.num_procs} procs.'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1522" href="#t1522">1522</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1523" href="#t1523">1523</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1524" href="#t1524">1524</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f'{proposed_tol:.6e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1525" href="#t1525">1525</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1526" href="#t1526">1526</a></span><span class="t">    <span class="nam">kwargs</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1527" href="#t1527">1527</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1528" href="#t1528">1528</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1529" href="#t1529">1529</a></span><span class="t">        <span class="key">if</span> <span class="str">'prob'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1530" href="#t1530">1530</a></span><span class="t">            <span class="key">if</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_Lorenz'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1531" href="#t1531">1531</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_Lorenz</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1532" href="#t1532">1532</a></span><span class="t">            <span class="key">elif</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_vdp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1533" href="#t1533">1533</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_vdp</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1534" href="#t1534">1534</a></span><span class="t">            <span class="key">elif</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1535" href="#t1535">1535</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_Schroedinger</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1536" href="#t1536">1536</a></span><span class="t">            <span class="key">elif</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1537" href="#t1537">1537</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_quench</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1538" href="#t1538">1538</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1539" href="#t1539">1539</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1540" href="#t1540">1540</a></span><span class="t">        <span class="key">elif</span> <span class="str">'num_procs'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1541" href="#t1541">1541</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'num_procs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">int</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1542" href="#t1542">1542</a></span><span class="t">        <span class="key">elif</span> <span class="str">'runs'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1543" href="#t1543">1543</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">int</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1544" href="#t1544">1544</a></span><span class="t">        <span class="key">elif</span> <span class="str">'mode'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1545" href="#t1545">1545</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'mode'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">str</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1546" href="#t1546">1546</a></span><span class="t">        <span class="key">elif</span> <span class="str">'reload'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1547" href="#t1547">1547</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'reload'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span> <span class="key">if</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'False'</span> <span class="key">else</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1526" href="#t1526">1526</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1527" href="#t1527">1527</a></span><span class="t"><span class="key">def</span> <span class="nam">check_local_error</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1528" href="#t1528">1528</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1529" href="#t1529">1529</a></span><span class="t"><span class="str">    Make a plot of the resolution over time for all problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1530" href="#t1530">1530</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1531" href="#t1531">1531</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1532" href="#t1532">1532</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1533" href="#t1533">1533</a></span><span class="t">    <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1534" href="#t1534">1534</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1535" href="#t1535">1535</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1536" href="#t1536">1536</a></span><span class="t">        <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1537" href="#t1537">1537</a></span><span class="t">            <span class="nam">prob</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1538" href="#t1538">1538</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1539" href="#t1539">1539</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1540" href="#t1540">1540</a></span><span class="t">            <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1541" href="#t1541">1541</a></span><span class="t">            <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1542" href="#t1542">1542</a></span><span class="t">            <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1543" href="#t1543">1543</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1544" href="#t1544">1544</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="str">'random'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1545" href="#t1545">1545</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1546" href="#t1546">1546</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">compare_strategies</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1547" href="#t1547">1547</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1548" href="#t1548">1548</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1549" href="#t1549">1549</a></span><span class="t">    <span class="key">return</span> <span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1550" href="#t1550">1550</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1551" href="#t1551">1551</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1552" href="#t1552">1552</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_adaptivity_modes</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1553" href="#t1553">1553</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityRestartFirstStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1549" href="#t1549">1549</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1550" href="#t1550">1550</a></span><span class="t"><span class="key">def</span> <span class="nam">parse_args</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1551" href="#t1551">1551</a></span><span class="t">    <span class="key">import</span> <span class="nam">sys</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1552" href="#t1552">1552</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1553" href="#t1553">1553</a></span><span class="t">    <span class="nam">kwargs</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1554" href="#t1554">1554</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1555" href="#t1555">1555</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1556" href="#t1556">1556</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1557" href="#t1557">1557</a></span><span class="t">    <span class="nam">titles</span> <span class="op">=</span> <span class="op">[</span><span class="str">'Van der Pol'</span><span class="op">,</span> <span class="str">'Lorenz attractor'</span><span class="op">,</span> <span class="str">r'Schr\"odinger'</span><span class="op">,</span> <span class="str">'Quench'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1558" href="#t1558">1558</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1559" href="#t1559">1559</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1560" href="#t1560">1560</a></span><span class="t">        <span class="nam">ax</span> <span class="op">=</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1561" href="#t1561">1561</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1562" href="#t1562">1562</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="nam">titles</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1563" href="#t1563">1563</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1564" href="#t1564">1564</a></span><span class="t">        <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1565" href="#t1565">1565</a></span><span class="t">            <span class="nam">prob</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1566" href="#t1566">1566</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1567" href="#t1567">1567</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1568" href="#t1568">1568</a></span><span class="t">            <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1569" href="#t1569">1569</a></span><span class="t">            <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1570" href="#t1570">1570</a></span><span class="t">            <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1571" href="#t1571">1571</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1572" href="#t1572">1572</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1573" href="#t1573">1573</a></span><span class="t">            <span class="nam">stats_path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1574" href="#t1574">1574</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1575" href="#t1575">1575</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1576" href="#t1576">1576</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1577" href="#t1577">1577</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1578" href="#t1578">1578</a></span><span class="t">            <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1579" href="#t1579">1579</a></span><span class="t">            <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1580" href="#t1580">1580</a></span><span class="t">                <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1581" href="#t1581">1581</a></span><span class="t">                <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1582" href="#t1582">1582</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1583" href="#t1583">1583</a></span><span class="t">                <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">strategy</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1584" href="#t1584">1584</a></span><span class="t">                <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1585" href="#t1585">1585</a></span><span class="t">                <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1586" href="#t1586">1586</a></span><span class="t">                <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">'bla'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1587" href="#t1587">1587</a></span><span class="t">                <span class="nam">name</span><span class="op">=</span><span class="str">'fixable_recovery'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1588" href="#t1588">1588</a></span><span class="t">                <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1589" href="#t1589">1589</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1590" href="#t1590">1590</a></span><span class="t">        <span class="nam">single_proc</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">lines</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1591" href="#t1591">1591</a></span><span class="t">        <span class="nam">single_proc</span><span class="op">.</span><span class="nam">set_label</span><span class="op">(</span><span class="str">'single process'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1592" href="#t1592">1592</a></span><span class="t">        <span class="nam">single_proc</span><span class="op">.</span><span class="nam">set_color</span><span class="op">(</span><span class="str">'black'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1593" href="#t1593">1593</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1594" href="#t1594">1594</a></span><span class="t">        <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1595" href="#t1595">1595</a></span><span class="t">            <span class="nam">prob</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1596" href="#t1596">1596</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityRestartFirstStep</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1597" href="#t1597">1597</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1598" href="#t1598">1598</a></span><span class="t">            <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1599" href="#t1599">1599</a></span><span class="t">            <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1600" href="#t1600">1600</a></span><span class="t">            <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1601" href="#t1601">1601</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1602" href="#t1602">1602</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1603" href="#t1603">1603</a></span><span class="t">            <span class="nam">stats_path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1604" href="#t1604">1604</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1605" href="#t1605">1605</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1606" href="#t1606">1606</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1607" href="#t1607">1607</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1608" href="#t1608">1608</a></span><span class="t">            <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1609" href="#t1609">1609</a></span><span class="t">            <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1610" href="#t1610">1610</a></span><span class="t">                <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1611" href="#t1611">1611</a></span><span class="t">                <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1612" href="#t1612">1612</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1613" href="#t1613">1613</a></span><span class="t">                <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">strategy</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1614" href="#t1614">1614</a></span><span class="t">                <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1615" href="#t1615">1615</a></span><span class="t">                <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1616" href="#t1616">1616</a></span><span class="t">                <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1617" href="#t1617">1617</a></span><span class="t">                <span class="nam">name</span><span class="op">=</span><span class="str">'fixable_recovery'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1618" href="#t1618">1618</a></span><span class="t">                <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1619" href="#t1619">1619</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1620" href="#t1620">1620</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">'Comparison of restart modes with adaptivity with 4 ranks'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1621" href="#t1621">1621</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1622" href="#t1622">1622</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1623" href="#t1623">1623</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1624" href="#t1624">1624</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1625" href="#t1625">1625</a></span><span class="t"><span class="key">def</span> <span class="nam">main</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1626" href="#t1626">1626</a></span><span class="t">    <span class="nam">kwargs</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1627" href="#t1627">1627</a></span><span class="t">        <span class="str">'prob'</span><span class="op">:</span> <span class="nam">run_quench</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1628" href="#t1628">1628</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1629" href="#t1629">1629</a></span><span class="t">        <span class="str">'mode'</span><span class="op">:</span> <span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1630" href="#t1630">1630</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">5000</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1631" href="#t1631">1631</a></span><span class="t">        <span class="str">'reload'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1632" href="#t1632">1632</a></span><span class="t">        <span class="op">**</span><span class="nam">parse_args</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1633" href="#t1633">1633</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1634" href="#t1634">1634</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">DIRKStrategy</span><span class="op">,</span> <span class="nam">ERKStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1635" href="#t1635">1635</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1636" href="#t1636">1636</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1637" href="#t1637">1637</a></span><span class="t">        <span class="com"># strategies=[BaseStrategy(), AdaptivityStrategy(), IterateStrategy(), HotRodStrategy()],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1638" href="#t1638">1638</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">DIRKStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">ERKStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1639" href="#t1639">1639</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1640" href="#t1640">1640</a></span><span class="t">        <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1641" href="#t1641">1641</a></span><span class="t">        <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'prob'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1642" href="#t1642">1642</a></span><span class="t">        <span class="nam">stats_path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1643" href="#t1643">1643</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1644" href="#t1644">1644</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1645" href="#t1645">1645</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">run_stats_generation</span><span class="op">(</span><span class="nam">runs</span><span class="op">=</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1646" href="#t1646">1646</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1647" href="#t1647">1647</a></span><span class="t">    <span class="key">if</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">.</span><span class="nam">rank</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>  <span class="com"># make sure only one rank accesses the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1648" href="#t1648">1648</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1649" href="#t1649">1649</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1650" href="#t1650">1650</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1651" href="#t1651">1651</a></span><span class="t">    <span class="nam">mask</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1652" href="#t1652">1652</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1653" href="#t1653">1653</a></span><span class="t">    <span class="com"># stats_analyser.compare_strategies()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1654" href="#t1654">1654</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1655" href="#t1655">1655</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'node'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1656" href="#t1656">1656</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1657" href="#t1657">1657</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1658" href="#t1658">1658</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'iteration'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1659" href="#t1659">1659</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1660" href="#t1660">1660</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1661" href="#t1661">1661</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1662" href="#t1662">1662</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1663" href="#t1663">1663</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1664" href="#t1664">1664</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1665" href="#t1665">1665</a></span><span class="t">    <span class="com"># make a plot for only the faults that can be recovered</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1666" href="#t1666">1666</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1667" href="#t1667">1667</a></span><span class="t">    <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1668" href="#t1668">1668</a></span><span class="t">        <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1669" href="#t1669">1669</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1670" href="#t1670">1670</a></span><span class="t">            <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1671" href="#t1671">1671</a></span><span class="t">            <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1672" href="#t1672">1672</a></span><span class="t">            <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1673" href="#t1673">1673</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">strategy</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1674" href="#t1674">1674</a></span><span class="t">            <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1675" href="#t1675">1675</a></span><span class="t">            <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1676" href="#t1676">1676</a></span><span class="t">            <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1677" href="#t1677">1677</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">'fixable_recovery'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1678" href="#t1678">1678</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1679" href="#t1679">1679</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1680" href="#t1680">1680</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1681" href="#t1681">1681</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{stats_analyser.get_name()}-recoverable.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1682" href="#t1682">1682</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1683" href="#t1683">1683</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="num">13</span><span class="op">,</span> <span class="num">4</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1684" href="#t1684">1684</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_recovery_thresholds</span><span class="op">(</span><span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">thresh_range</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">logspace</span><span class="op">(</span><span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">1000</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1685" href="#t1685">1685</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_thresh</span><span class="op">(</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'recovery threshold'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1686" href="#t1686">1686</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1687" href="#t1687">1687</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1688" href="#t1688">1688</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1689" href="#t1689">1689</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{stats_analyser.get_name()}-threshold.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1690" href="#t1690">1690</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1555" href="#t1555">1555</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1556" href="#t1556">1556</a></span><span class="t">        <span class="key">if</span> <span class="str">'prob'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1557" href="#t1557">1557</a></span><span class="t">            <span class="key">if</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_Lorenz'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1558" href="#t1558">1558</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_Lorenz</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1559" href="#t1559">1559</a></span><span class="t">            <span class="key">elif</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_vdp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1560" href="#t1560">1560</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_vdp</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1561" href="#t1561">1561</a></span><span class="t">            <span class="key">elif</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1562" href="#t1562">1562</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_Schroedinger</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1563" href="#t1563">1563</a></span><span class="t">            <span class="key">elif</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1564" href="#t1564">1564</a></span><span class="t">                <span class="nam">kwargs</span><span class="op">[</span><span class="str">'prob'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">run_quench</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1565" href="#t1565">1565</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1566" href="#t1566">1566</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1567" href="#t1567">1567</a></span><span class="t">        <span class="key">elif</span> <span class="str">'num_procs'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1568" href="#t1568">1568</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'num_procs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">int</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1569" href="#t1569">1569</a></span><span class="t">        <span class="key">elif</span> <span class="str">'runs'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1570" href="#t1570">1570</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">int</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1571" href="#t1571">1571</a></span><span class="t">        <span class="key">elif</span> <span class="str">'mode'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1572" href="#t1572">1572</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'mode'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">str</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1573" href="#t1573">1573</a></span><span class="t">        <span class="key">elif</span> <span class="str">'reload'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1574" href="#t1574">1574</a></span><span class="t">            <span class="nam">kwargs</span><span class="op">[</span><span class="str">'reload'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span> <span class="key">if</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">==</span> <span class="str">'False'</span> <span class="key">else</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1575" href="#t1575">1575</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1576" href="#t1576">1576</a></span><span class="t">    <span class="key">return</span> <span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1577" href="#t1577">1577</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1578" href="#t1578">1578</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1579" href="#t1579">1579</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_adaptivity_modes</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1580" href="#t1580">1580</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityRestartFirstStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1581" href="#t1581">1581</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1582" href="#t1582">1582</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1583" href="#t1583">1583</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1584" href="#t1584">1584</a></span><span class="t">    <span class="nam">titles</span> <span class="op">=</span> <span class="op">[</span><span class="str">'Van der Pol'</span><span class="op">,</span> <span class="str">'Lorenz attractor'</span><span class="op">,</span> <span class="str">r'Schr\"odinger'</span><span class="op">,</span> <span class="str">'Quench'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1585" href="#t1585">1585</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1586" href="#t1586">1586</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1587" href="#t1587">1587</a></span><span class="t">        <span class="nam">ax</span> <span class="op">=</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1588" href="#t1588">1588</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1589" href="#t1589">1589</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="nam">titles</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1590" href="#t1590">1590</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1591" href="#t1591">1591</a></span><span class="t">        <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1592" href="#t1592">1592</a></span><span class="t">            <span class="nam">prob</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1593" href="#t1593">1593</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1594" href="#t1594">1594</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1595" href="#t1595">1595</a></span><span class="t">            <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1596" href="#t1596">1596</a></span><span class="t">            <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1597" href="#t1597">1597</a></span><span class="t">            <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1598" href="#t1598">1598</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1599" href="#t1599">1599</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1600" href="#t1600">1600</a></span><span class="t">            <span class="nam">stats_path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1601" href="#t1601">1601</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1602" href="#t1602">1602</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1603" href="#t1603">1603</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1604" href="#t1604">1604</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1605" href="#t1605">1605</a></span><span class="t">            <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1606" href="#t1606">1606</a></span><span class="t">            <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1607" href="#t1607">1607</a></span><span class="t">                <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1608" href="#t1608">1608</a></span><span class="t">                <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1609" href="#t1609">1609</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1610" href="#t1610">1610</a></span><span class="t">                <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">strategy</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1611" href="#t1611">1611</a></span><span class="t">                <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1612" href="#t1612">1612</a></span><span class="t">                <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1613" href="#t1613">1613</a></span><span class="t">                <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">'bla'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1614" href="#t1614">1614</a></span><span class="t">                <span class="nam">name</span><span class="op">=</span><span class="str">'fixable_recovery'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1615" href="#t1615">1615</a></span><span class="t">                <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1616" href="#t1616">1616</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1617" href="#t1617">1617</a></span><span class="t">        <span class="nam">single_proc</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">lines</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1618" href="#t1618">1618</a></span><span class="t">        <span class="nam">single_proc</span><span class="op">.</span><span class="nam">set_label</span><span class="op">(</span><span class="str">'single process'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1619" href="#t1619">1619</a></span><span class="t">        <span class="nam">single_proc</span><span class="op">.</span><span class="nam">set_color</span><span class="op">(</span><span class="str">'black'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1620" href="#t1620">1620</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1621" href="#t1621">1621</a></span><span class="t">        <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1622" href="#t1622">1622</a></span><span class="t">            <span class="nam">prob</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1623" href="#t1623">1623</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityRestartFirstStep</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1624" href="#t1624">1624</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1625" href="#t1625">1625</a></span><span class="t">            <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1626" href="#t1626">1626</a></span><span class="t">            <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1627" href="#t1627">1627</a></span><span class="t">            <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1628" href="#t1628">1628</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1629" href="#t1629">1629</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1630" href="#t1630">1630</a></span><span class="t">            <span class="nam">stats_path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1631" href="#t1631">1631</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1632" href="#t1632">1632</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1633" href="#t1633">1633</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1634" href="#t1634">1634</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1635" href="#t1635">1635</a></span><span class="t">            <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1636" href="#t1636">1636</a></span><span class="t">            <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1637" href="#t1637">1637</a></span><span class="t">                <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1638" href="#t1638">1638</a></span><span class="t">                <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1639" href="#t1639">1639</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1640" href="#t1640">1640</a></span><span class="t">                <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">strategy</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1641" href="#t1641">1641</a></span><span class="t">                <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1642" href="#t1642">1642</a></span><span class="t">                <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1643" href="#t1643">1643</a></span><span class="t">                <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1644" href="#t1644">1644</a></span><span class="t">                <span class="nam">name</span><span class="op">=</span><span class="str">'fixable_recovery'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1645" href="#t1645">1645</a></span><span class="t">                <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1646" href="#t1646">1646</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1647" href="#t1647">1647</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">'Comparison of restart modes with adaptivity with 4 ranks'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1648" href="#t1648">1648</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1649" href="#t1649">1649</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1650" href="#t1650">1650</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1651" href="#t1651">1651</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1652" href="#t1652">1652</a></span><span class="t"><span class="key">def</span> <span class="nam">main</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1653" href="#t1653">1653</a></span><span class="t">    <span class="nam">kwargs</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1654" href="#t1654">1654</a></span><span class="t">        <span class="str">'prob'</span><span class="op">:</span> <span class="nam">run_quench</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1655" href="#t1655">1655</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1656" href="#t1656">1656</a></span><span class="t">        <span class="str">'mode'</span><span class="op">:</span> <span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1657" href="#t1657">1657</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">2000</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1658" href="#t1658">1658</a></span><span class="t">        <span class="str">'reload'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1659" href="#t1659">1659</a></span><span class="t">        <span class="op">**</span><span class="nam">parse_args</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1660" href="#t1660">1660</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1661" href="#t1661">1661</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1662" href="#t1662">1662</a></span><span class="t">    <span class="nam">strategy_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1663" href="#t1663">1663</a></span><span class="t">        <span class="str">'stop_at_nan'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1664" href="#t1664">1664</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1665" href="#t1665">1665</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1666" href="#t1666">1666</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span> <span class="nam">kAdaptivityStrategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1667" href="#t1667">1667</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1668" href="#t1668">1668</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1669" href="#t1669">1669</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1670" href="#t1670">1670</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">**</span><span class="nam">strategy_args</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1671" href="#t1671">1671</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">**</span><span class="nam">strategy_args</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1672" href="#t1672">1672</a></span><span class="t">            <span class="nam">kAdaptivityStrategy</span><span class="op">(</span><span class="op">**</span><span class="nam">strategy_args</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1673" href="#t1673">1673</a></span><span class="t">            <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">**</span><span class="nam">strategy_args</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1674" href="#t1674">1674</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="op">**</span><span class="nam">strategy_args</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1675" href="#t1675">1675</a></span><span class="t">        <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1676" href="#t1676">1676</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1677" href="#t1677">1677</a></span><span class="t">        <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.15</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1678" href="#t1678">1678</a></span><span class="t">        <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'prob'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1679" href="#t1679">1679</a></span><span class="t">        <span class="nam">stats_path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1680" href="#t1680">1680</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1681" href="#t1681">1681</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1682" href="#t1682">1682</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">run_stats_generation</span><span class="op">(</span><span class="nam">runs</span><span class="op">=</span><span class="nam">kwargs</span><span class="op">[</span><span class="str">'runs'</span><span class="op">]</span><span class="op">,</span> <span class="nam">step</span><span class="op">=</span><span class="num">12</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1683" href="#t1683">1683</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1684" href="#t1684">1684</a></span><span class="t">    <span class="key">if</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">.</span><span class="nam">rank</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>  <span class="com"># make sure only one rank accesses the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1685" href="#t1685">1685</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1686" href="#t1686">1686</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1687" href="#t1687">1687</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1688" href="#t1688">1688</a></span><span class="t">    <span class="nam">mask</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1689" href="#t1689">1689</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1690" href="#t1690">1690</a></span><span class="t">    <span class="com"># stats_analyser.compare_strategies()</span>&nbsp;</span><span class="r"></span></p>
     <p class="mis show_mis"><span class="n"><a id="t1691" href="#t1691">1691</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1692" href="#t1692">1692</a></span><span class="t">        <span class="str">'total_iteration'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1693" href="#t1693">1693</a></span><span class="t">        <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1694" href="#t1694">1694</a></span><span class="t">        <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1695" href="#t1695">1695</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1696" href="#t1696">1696</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1697" href="#t1697">1697</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'yscale'</span><span class="op">:</span> <span class="str">'log'</span><span class="op">,</span> <span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'total iterations'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1698" href="#t1698">1698</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1699" href="#t1699">1699</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1700" href="#t1700">1700</a></span><span class="t">        <span class="str">'total_iteration'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1701" href="#t1701">1701</a></span><span class="t">        <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1702" href="#t1702">1702</a></span><span class="t">        <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1703" href="#t1703">1703</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">extra_mean</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1704" href="#t1704">1704</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1705" href="#t1705">1705</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'yscale'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span> <span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'extra iterations'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1706" href="#t1706">1706</a></span><span class="t">        <span class="nam">name</span><span class="op">=</span><span class="str">'extra_iter'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1707" href="#t1707">1707</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1708" href="#t1708">1708</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1709" href="#t1709">1709</a></span><span class="t">        <span class="str">'error'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="key">True</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'yscale'</span><span class="op">:</span> <span class="str">'log'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1710" href="#t1710">1710</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1711" href="#t1711">1711</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1712" href="#t1712">1712</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_recovery_thresholds</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1713" href="#t1713">1713</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1714" href="#t1714">1714</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1715" href="#t1715">1715</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1716" href="#t1716">1716</a></span><span class="t">    <span class="nam">main</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1717" href="#t1717">1717</a></span><span class="t">    <span class="com"># compare_adaptivity_modes()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1718" href="#t1718">1718</a></span><span class="t">    <span class="com"># check_local_error()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1692" href="#t1692">1692</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'node'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1693" href="#t1693">1693</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1694" href="#t1694">1694</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1695" href="#t1695">1695</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'iteration'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1696" href="#t1696">1696</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1697" href="#t1697">1697</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1698" href="#t1698">1698</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1699" href="#t1699">1699</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1700" href="#t1700">1700</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1701" href="#t1701">1701</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1702" href="#t1702">1702</a></span><span class="t">    <span class="com"># make a plot for only the faults that can be recovered</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1703" href="#t1703">1703</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1704" href="#t1704">1704</a></span><span class="t">    <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1705" href="#t1705">1705</a></span><span class="t">        <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1706" href="#t1706">1706</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1707" href="#t1707">1707</a></span><span class="t">            <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1708" href="#t1708">1708</a></span><span class="t">            <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1709" href="#t1709">1709</a></span><span class="t">            <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1710" href="#t1710">1710</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">strategy</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1711" href="#t1711">1711</a></span><span class="t">            <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1712" href="#t1712">1712</a></span><span class="t">            <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1713" href="#t1713">1713</a></span><span class="t">            <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1714" href="#t1714">1714</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">'fixable_recovery'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1715" href="#t1715">1715</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1716" href="#t1716">1716</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1717" href="#t1717">1717</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1718" href="#t1718">1718</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{stats_analyser.get_name()}-recoverable.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1719" href="#t1719">1719</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1720" href="#t1720">1720</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="num">13</span><span class="op">,</span> <span class="num">4</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1721" href="#t1721">1721</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_recovery_thresholds</span><span class="op">(</span><span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">thresh_range</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">logspace</span><span class="op">(</span><span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">1000</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1722" href="#t1722">1722</a></span><span class="t">    <span class="com"># ax.axvline(stats_analyser.get_thresh(BaseStrategy()), color='grey', ls=':', label='recovery threshold')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1723" href="#t1723">1723</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1724" href="#t1724">1724</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1725" href="#t1725">1725</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1726" href="#t1726">1726</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/{stats_analyser.get_name()}-threshold.pdf'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1727" href="#t1727">1727</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1728" href="#t1728">1728</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1729" href="#t1729">1729</a></span><span class="t">        <span class="str">'total_iteration'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1730" href="#t1730">1730</a></span><span class="t">        <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1731" href="#t1731">1731</a></span><span class="t">        <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1732" href="#t1732">1732</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1733" href="#t1733">1733</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1734" href="#t1734">1734</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'yscale'</span><span class="op">:</span> <span class="str">'log'</span><span class="op">,</span> <span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'total iterations'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1735" href="#t1735">1735</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1736" href="#t1736">1736</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1737" href="#t1737">1737</a></span><span class="t">        <span class="str">'total_iteration'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1738" href="#t1738">1738</a></span><span class="t">        <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1739" href="#t1739">1739</a></span><span class="t">        <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1740" href="#t1740">1740</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">extra_mean</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1741" href="#t1741">1741</a></span><span class="t">        <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1742" href="#t1742">1742</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'yscale'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span> <span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'extra iterations'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1743" href="#t1743">1743</a></span><span class="t">        <span class="nam">name</span><span class="op">=</span><span class="str">'extra_iter'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1744" href="#t1744">1744</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1745" href="#t1745">1745</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1746" href="#t1746">1746</a></span><span class="t">        <span class="str">'error'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="key">True</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="nam">mask</span><span class="op">=</span><span class="nam">mask</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'yscale'</span><span class="op">:</span> <span class="str">'log'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1747" href="#t1747">1747</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1748" href="#t1748">1748</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1749" href="#t1749">1749</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_recovery_thresholds</span><span class="op">(</span><span class="nam">thresh_range</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">linspace</span><span class="op">(</span><span class="num">0.9</span><span class="op">,</span> <span class="num">1.3</span><span class="op">,</span> <span class="num">100</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1750" href="#t1750">1750</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1751" href="#t1751">1751</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1752" href="#t1752">1752</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1753" href="#t1753">1753</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1754" href="#t1754">1754</a></span><span class="t">    <span class="nam">main</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1755" href="#t1755">1755</a></span><span class="t">    <span class="com"># compare_adaptivity_modes()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1756" href="#t1756">1756</a></span><span class="t">    <span class="com"># check_local_error()</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -1807,7 +1845,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_heat_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_heat_py.html b/coverage/d_5893b65af8042ae2_heat_py.html
index 37a7999a4a..db79ef8c6d 100644
--- a/coverage/d_5893b65af8042ae2_heat_py.html
+++ b/coverage/d_5893b65af8042ae2_heat_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_hook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -194,7 +194,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_hook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_hook_py.html b/coverage/d_5893b65af8042ae2_hook_py.html
index 16098312f3..61d7f33c63 100644
--- a/coverage/d_5893b65af8042ae2_hook_py.html
+++ b/coverage/d_5893b65af8042ae2_hook_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_paper_plots_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -200,7 +200,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_paper_plots_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_paper_plots_py.html b/coverage/d_5893b65af8042ae2_paper_plots_py.html
index 0872f47574..678d063595 100644
--- a/coverage/d_5893b65af8042ae2_paper_plots_py.html
+++ b/coverage/d_5893b65af8042ae2_paper_plots_py.html
@@ -54,10 +54,10 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">34 statements &nbsp;</span>
+            <span class="text">26 statements &nbsp;</span>
             <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">0<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">34<span class="text"> missing</span></button>
-            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">207<span class="text"> excluded</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">26<span class="text"> missing</span></button>
+            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">204<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
             <a id="prevFileLink" class="nav" href="d_5893b65af8042ae2_hook_py.html">&#xab; prev</a> &nbsp; &nbsp;
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_piline_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -99,558 +99,558 @@ <h2>
     <p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t">    <span class="nam">HotRodStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t">    <span class="nam">DIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t">    <span class="nam">ERKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t"><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">plot_helper</span> <span class="key">import</span> <span class="nam">setup_mpl</span><span class="op">,</span> <span class="nam">figsize_by_journal</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">stats_helper</span> <span class="key">import</span> <span class="nam">get_sorted</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">    <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t"><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">plot_helper</span> <span class="key">import</span> <span class="nam">setup_mpl</span><span class="op">,</span> <span class="nam">figsize_by_journal</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">stats_helper</span> <span class="key">import</span> <span class="nam">get_sorted</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t"><span class="nam">cm</span> <span class="op">=</span> <span class="num">1</span> <span class="op">/</span> <span class="num">2.5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"><span class="nam">TEXTWIDTH</span> <span class="op">=</span> <span class="num">11.9446244611</span> <span class="op">*</span> <span class="nam">cm</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t"><span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'Springer_Numerical_Algorithms'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"><span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"><span class="nam">cm</span> <span class="op">=</span> <span class="num">1</span> <span class="op">/</span> <span class="num">2.5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t"><span class="nam">TEXTWIDTH</span> <span class="op">=</span> <span class="num">11.9446244611</span> <span class="op">*</span> <span class="nam">cm</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"><span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'Springer_Numerical_Algorithms'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"><span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper'</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t"><span class="key">def</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">strategy_type</span><span class="op">=</span><span class="str">'SDC'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t"><span class="str">    Create a FaultStats object for a given problem to use for the plots.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t"><span class="str">    Note that the statistics need to be already generated somewhere else, this function will only load them.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t"><span class="str">        path (str): Path to the associated stats for the problem</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t"><span class="str">        FaultStats: Object to analyse resilience statistics from</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">    <span class="key">if</span> <span class="nam">strategy_type</span> <span class="op">==</span> <span class="str">'SDC'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">        <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'JSC_beamer'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">            <span class="nam">strategies</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t">    <span class="key">elif</span> <span class="nam">strategy_type</span> <span class="op">==</span> <span class="str">'RK'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">DIRKStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Lorenz'</span><span class="op">,</span> <span class="str">'run_vdp'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">            <span class="nam">strategies</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">ERKStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">        <span class="nam">prob</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">        <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">        <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">        <span class="nam">mode</span><span class="op">=</span><span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="nam">stats_path</span><span class="op">=</span><span class="nam">path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats_analyser</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t"><span class="key">def</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">path</span><span class="op">=</span><span class="str">'data/stats-jusuf'</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">strategy_type</span><span class="op">=</span><span class="str">'SDC'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t"><span class="str">    Create a FaultStats object for a given problem to use for the plots.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t"><span class="str">    Note that the statistics need to be already generated somewhere else, this function will only load them.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t"><span class="str">        path (str): Path to the associated stats for the problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t"><span class="str">        FaultStats: Object to analyse resilience statistics from</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">    <span class="key">if</span> <span class="nam">strategy_type</span> <span class="op">==</span> <span class="str">'SDC'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">        <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'JSC_beamer'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t">            <span class="nam">strategies</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">HotRodStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">    <span class="key">elif</span> <span class="nam">strategy_type</span> <span class="op">==</span> <span class="str">'RK'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">DIRKStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Lorenz'</span><span class="op">,</span> <span class="str">'run_vdp'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">            <span class="nam">strategies</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">ERKStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="nam">prob</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">        <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">        <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">        <span class="nam">recovery_thresh_abs</span><span class="op">=</span><span class="nam">RECOVERY_THRESH_ABS</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="nam">mode</span><span class="op">=</span><span class="str">'default'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="nam">stats_path</span><span class="op">=</span><span class="nam">path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats_analyser</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t"><span class="key">def</span> <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">    <span class="nam">setup_mpl</span><span class="op">(</span><span class="nam">reset</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">font_size</span><span class="op">=</span><span class="num">8</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">    <span class="nam">mpl</span><span class="op">.</span><span class="nam">rcParams</span><span class="op">.</span><span class="nam">update</span><span class="op">(</span><span class="op">{</span><span class="str">'lines.markersize'</span><span class="op">:</span> <span class="num">6</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"><span class="key">def</span> <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">    <span class="nam">setup_mpl</span><span class="op">(</span><span class="nam">reset</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">font_size</span><span class="op">=</span><span class="num">8</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">    <span class="nam">mpl</span><span class="op">.</span><span class="nam">rcParams</span><span class="op">.</span><span class="nam">update</span><span class="op">(</span><span class="op">{</span><span class="str">'lines.markersize'</span><span class="op">:</span> <span class="num">6</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"><span class="key">def</span> <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">name</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'pdf'</span><span class="op">,</span> <span class="nam">tight_layout</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t"><span class="str">    Save a figure to some predefined location.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t"><span class="str">        fig (Matplotlib.Figure): The figure of the plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"><span class="str">        name (str): The name of the plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t"><span class="str">        tight_layout (bool): Apply tight layout or leave as is</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">    <span class="key">if</span> <span class="nam">tight_layout</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">        <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">    <span class="nam">path</span> <span class="op">=</span> <span class="str">f'{BASE_PATH}/{name}.{format}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">dpi</span><span class="op">=</span><span class="num">200</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'saved "{path}"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t"><span class="key">def</span> <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">name</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'pdf'</span><span class="op">,</span> <span class="nam">tight_layout</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t"><span class="str">    Save a figure to some predefined location.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"><span class="str">        fig (Matplotlib.Figure): The figure of the plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t"><span class="str">        name (str): The name of the plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="str">        tight_layout (bool): Apply tight layout or leave as is</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">    <span class="key">if</span> <span class="nam">tight_layout</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">        <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">    <span class="nam">path</span> <span class="op">=</span> <span class="str">f'{BASE_PATH}/{name}.{format}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">,</span> <span class="nam">transparent</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">dpi</span><span class="op">=</span><span class="num">200</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'saved "{path}"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="key">def</span> <span class="nam">analyse_resilience</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">path</span><span class="op">=</span><span class="str">'data/stats'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">    Generate some stats for resilience / load them if already available and make some plots.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t"><span class="str">        path (str): Path to the associated stats for the problem</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">path</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">    <span class="nam">not_fixed</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">key</span><span class="op">=</span><span class="str">'recovered'</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">    <span class="nam">not_overflow</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">key</span><span class="op">=</span><span class="str">'bit'</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="str">'uneq'</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="nam">not_fixed</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">print_faults</span><span class="op">(</span><span class="nam">not_overflow</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">    <span class="com"># special = stats_analyser.get_mask(strategy=strategy, key='bit', val=10, op='eq')</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="com"># stats_analyser.print_faults(special)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="com"># Adaptivity: 19, ...</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">    <span class="com"># stats_analyser.scrutinize(strategy, run=19, faults=True)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="nam">plot_recovery_rate</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="key">def</span> <span class="nam">analyse_resilience</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">path</span><span class="op">=</span><span class="str">'data/stats'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">    Generate some stats for resilience / load them if already available and make some plots.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">        path (str): Path to the associated stats for the problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">path</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_recovered</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">    <span class="nam">not_fixed</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">key</span><span class="op">=</span><span class="str">'recovered'</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="nam">not_overflow</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_mask</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">key</span><span class="op">=</span><span class="str">'bit'</span><span class="op">,</span> <span class="nam">val</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="str">'uneq'</span><span class="op">,</span> <span class="nam">old_mask</span><span class="op">=</span><span class="nam">not_fixed</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">print_faults</span><span class="op">(</span><span class="nam">not_overflow</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">    <span class="nam">plot_recovery_rate</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t"><span class="str">    Make a plot showing local error and iteration number of time for all strategies</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t"><span class="str">    Make a plot showing local error and iteration number of time for all strategies</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t"><span class="str">        stats_analyser (FaultStats): Fault stats object, which contains some stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="nam">TEXTWIDTH</span><span class="op">,</span> <span class="num">5</span> <span class="op">*</span> <span class="nam">cm</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'compare_strategies'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">        stats_analyser (FaultStats): Fault stats object, which contains some stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="nam">TEXTWIDTH</span><span class="op">,</span> <span class="num">5</span> <span class="op">*</span> <span class="nam">cm</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">compare_strategies</span><span class="op">(</span><span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'compare_strategies'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_recovery_rate</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t"><span class="str">    Make a plot showing recovery rate for all faults and only for those that can be recovered.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_recovery_rate</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t"><span class="str">    Make a plot showing recovery rate for all faults and only for those that can be recovered.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t"><span class="str">        stats_analyser (FaultStats): Fault stats object, which contains some stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="nam">TEXTWIDTH</span><span class="op">,</span> <span class="num">5</span> <span class="op">*</span> <span class="nam">cm</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span> <span class="str">'bit'</span><span class="op">,</span> <span class="key">False</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span> <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">ylabel</span><span class="op">=</span><span class="str">''</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">get_legend</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">remove</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'All faults'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Only recoverable faults'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'recovery_rate_compared'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t"><span class="str">    Plot the recovery rate considering only faults that can be recovered theoretically.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t"><span class="str">        stats_analyser (FaultStats): Fault stats object, which contains some stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t"><span class="str">        fig (matplotlib.pyplot.figure): Figure in which to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">        <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">            <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">            <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">            <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">            <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">            <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">            <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t"><span class="str">    Compare the recovery rate for vdP, Lorenz and Schroedinger problems.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t"><span class="str">    Only faults that can be recovered are shown.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">    <span class="nam">stats</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_Lorenz</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">    <span class="nam">titles</span> <span class="op">=</span> <span class="op">[</span><span class="str">'Van der Pol'</span><span class="op">,</span> <span class="str">'Lorenz attractor'</span><span class="op">,</span> <span class="str">r'Schr\"odinger'</span><span class="op">,</span> <span class="str">'Quench'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">0.8</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">    <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">        <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">stats</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">ylabel</span><span class="op">=</span><span class="str">''</span><span class="op">,</span> <span class="nam">title</span><span class="op">=</span><span class="nam">titles</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">    <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">get_legend</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">remove</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t"><span class="str">        stats_analyser (FaultStats): Fault stats object, which contains some stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="nam">TEXTWIDTH</span><span class="op">,</span> <span class="num">5</span> <span class="op">*</span> <span class="nam">cm</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">    <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">        <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">        <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">        <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">        <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">        <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="str">'ylabel'</span><span class="op">:</span> <span class="str">'recovery rate'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">        <span class="nam">plotting_args</span><span class="op">=</span><span class="op">{</span><span class="str">'markevery'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">        <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">    <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">ylabel</span><span class="op">=</span><span class="str">''</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">get_legend</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">remove</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'All faults'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Only recoverable faults'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylim</span><span class="op">(</span><span class="op">(</span><span class="op">-</span><span class="num">0.05</span><span class="op">,</span> <span class="num">1.05</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'recovery_rate_compared'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t"><span class="str">    Plot the recovery rate considering only faults that can be recovered theoretically.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t"><span class="str">        stats_analyser (FaultStats): Fault stats object, which contains some stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">        fig (matplotlib.pyplot.figure): Figure in which to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">        <span class="nam">fixable</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategy</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">        <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">plot_things_per_things</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">            <span class="str">'recovered'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">            <span class="str">'bit'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">            <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">            <span class="nam">op</span><span class="op">=</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">rec_rate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">            <span class="nam">mask</span><span class="op">=</span><span class="nam">fixable</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">            <span class="nam">args</span><span class="op">=</span><span class="op">{</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">strategies</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">            <span class="nam">plotting_args</span><span class="op">=</span><span class="op">{</span><span class="str">'markevery'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t"><span class="str">    Compare the recovery rate for vdP, Lorenz and Schroedinger problems.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t"><span class="str">    Only faults that can be recovered are shown.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">    <span class="nam">stats</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_Lorenz</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">        <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">    <span class="nam">titles</span> <span class="op">=</span> <span class="op">[</span><span class="str">'Van der Pol'</span><span class="op">,</span> <span class="str">'Lorenz attractor'</span><span class="op">,</span> <span class="str">r'Schr\"odinger'</span><span class="op">,</span> <span class="str">'Quench'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">0.8</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">    <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">        <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">stats</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">ylabel</span><span class="op">=</span><span class="str">''</span><span class="op">,</span> <span class="nam">title</span><span class="op">=</span><span class="nam">titles</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">    <span class="com"># axs[0, 0].set_ylim((0, 1))</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">    <span class="key">if</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'strategy_type'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">)</span> <span class="op">==</span> <span class="str">'SDC'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">    <span class="nam">name</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">    <span class="key">for</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">val</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">        <span class="nam">name</span> <span class="op">=</span> <span class="str">f'{name}_{key}-{val}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">f'compare_equations{name}.pdf'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">    <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">get_legend</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">remove</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">    <span class="key">if</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'strategy_type'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">)</span> <span class="op">==</span> <span class="str">'SDC'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylim</span><span class="op">(</span><span class="op">(</span><span class="op">-</span><span class="num">0.05</span><span class="op">,</span> <span class="num">1.05</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'recovery rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">    <span class="nam">name</span> <span class="op">=</span> <span class="str">''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">    <span class="key">for</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">val</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">        <span class="nam">name</span> <span class="op">=</span> <span class="str">f'{name}_{key}-{val}'</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_recovery_thresholds</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs_list</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">    <span class="nam">num_procs_list</span> <span class="op">=</span> <span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span> <span class="key">if</span> <span class="nam">num_procs_list</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">num_procs_list</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">    <span class="nam">stats_dict</span> <span class="op">=</span> <span class="op">{</span><span class="nam">n</span><span class="op">:</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">n</span><span class="op">)</span> <span class="key">for</span> <span class="nam">n</span> <span class="key">in</span> <span class="nam">num_procs_list</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">    <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">    <span class="nam">thresh_range</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linspace</span><span class="op">(</span><span class="num">0.9</span><span class="op">,</span> <span class="num">1.4</span><span class="op">,</span> <span class="num">100</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t">    <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">        <span class="nam">stats</span><span class="op">.</span><span class="nam">plot_recovery_thresholds</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">            <span class="nam">strategies</span><span class="op">=</span><span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">            <span class="nam">thresh_range</span><span class="op">=</span><span class="nam">thresh_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">            <span class="nam">mask</span><span class="op">=</span><span class="nam">stats</span><span class="op">.</span><span class="nam">get_fixable_faults_only</span><span class="op">(</span><span class="nam">strategies</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">            <span class="nam">label</span><span class="op">=</span><span class="str">f'{n} procs'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">            <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span> <span class="key">if</span> <span class="nam">n</span> <span class="op">==</span> <span class="num">1</span> <span class="key">else</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">        <span class="key">for</span> <span class="nam">n</span><span class="op">,</span> <span class="nam">stats</span> <span class="key">in</span> <span class="nam">stats_dict</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'threshold'</span><span class="op">,</span> <span class="nam">tight_layout</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">f'compare_equations{name}.pdf'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_adaptivity_stuff</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t"><span class="str">    Plot the solution for a van der Pol problem as well as the local error and cost associated with the base scheme and</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="str">    adaptivity in k and dt in order to demonstrate that adaptivity is useful.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="nam">EstimateEmbeddedError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="str">'data/stats'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">    <span class="nam">scale</span> <span class="op">=</span> <span class="num">0.5</span> <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span> <span class="key">else</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">3</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">scale</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_adaptivity_stuff</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t"><span class="str">    Plot the solution for a van der Pol problem as well as the local error and cost associated with the base scheme and</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t"><span class="str">    adaptivity in k and dt in order to demonstrate that adaptivity is useful.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="nam">EstimateEmbeddedError</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="str">'data/stats'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">    <span class="nam">scale</span> <span class="op">=</span> <span class="num">0.5</span> <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span> <span class="key">else</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">3</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">scale</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_error</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">iter_ax</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t"><span class="str">        Plot global error and cumulative sum of iterations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t"><span class="str">            stats (dict): Stats from pySDC run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t"><span class="str">            ax (Matplotlib.pyplot.axes): Somewhere to plot the error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t"><span class="str">            iter_ax (Matplotlib.pyplot.axes): Somewhere to plot the iterations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t"><span class="str">            strategy (pySDC.projects.Resilience.fault_stats.Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">        <span class="nam">markevery</span> <span class="op">=</span> <span class="num">40</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">        <span class="nam">e</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e</span><span class="op">]</span><span class="op">,</span> <span class="nam">markevery</span><span class="op">=</span><span class="nam">markevery</span><span class="op">,</span> <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="nam">markevery</span><span class="op">=</span><span class="nam">markevery</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'local error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'Newton iterations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">    <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="nam">EstimateEmbeddedError</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">    <span class="com"># force_params = {'convergence_controllers': {EstimateEmbeddedError: {}}, 'step_params': {'maxiter': 5}, 'level_params': {'dt': 4e-2}}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">    <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">force_params</span><span class="op">=</span><span class="nam">force_params</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogWork</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">        <span class="nam">plot_error</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="op">==</span> <span class="nam">BaseStrategy</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">            <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">            <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$u$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">            <span class="com"># axs[0].plot([me[0] for me in u], [me[1][1] for me in u], color='black', ls='--', label=r'$u_t$')</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">            <span class="com"># axs[0].legend(frameon=False)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'solution'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'adaptivity'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_fault_vdp</span><span class="op">(</span><span class="nam">bit</span><span class="op">=</span><span class="num">0</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t"><span class="str">    Make a plot showing the impact of a fault on van der Pol without any resilience.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">    The faults are inserted in the last iteration in the last node in u_t such that you can best see the impact.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t"><span class="str">        bit (int): The bit that you want to flip</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_stats</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">        <span class="nam">FaultStats</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">        <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="nam">prob</span><span class="op">=</span><span class="nam">run_vdp</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">        <span class="nam">mode</span><span class="op">=</span><span class="str">'combination'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.8</span><span class="op">,</span> <span class="num">0.5</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'blue'</span><span class="op">,</span> <span class="str">'red'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">    <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'--'</span><span class="op">,</span> <span class="str">'-'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">    <span class="nam">markers</span> <span class="op">=</span> <span class="op">[</span><span class="str">'*'</span><span class="op">,</span> <span class="str">'^'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">    <span class="nam">do_faults</span> <span class="op">=</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">    <span class="nam">superscripts</span> <span class="op">=</span> <span class="op">[</span><span class="str">'*'</span><span class="op">,</span> <span class="str">''</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">    <span class="nam">subscripts</span> <span class="op">=</span> <span class="op">[</span><span class="str">''</span><span class="op">,</span> <span class="str">'t'</span><span class="op">,</span> <span class="str">''</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">    <span class="nam">run</span> <span class="op">=</span> <span class="num">779</span> <span class="op">+</span> <span class="num">12</span> <span class="op">*</span> <span class="nam">bit</span>  <span class="com"># for faults in u_t</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">    <span class="com">#  run = 11 + 12 * bit  # for faults in u</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">do_faults</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">            <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="nam">do_faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogData</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">        <span class="nam">faults</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">        <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">                <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">                <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">                <span class="nam">ls</span><span class="op">=</span><span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">                <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">                <span class="nam">label</span><span class="op">=</span><span class="str">rf'$u^{{{superscripts[i]}}}_{{{subscripts[j]}}}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">                <span class="nam">marker</span><span class="op">=</span><span class="nam">markers</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">                <span class="nam">markevery</span><span class="op">=</span><span class="num">60</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">        <span class="key">for</span> <span class="nam">idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">faults</span><span class="op">[</span><span class="nam">idx</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'Fault'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">                <span class="str">f'Fault at t={faults[idx][0]:.2e}, iter={faults[idx][1][1]}, node={faults[idx][1][2]}, space={faults[idx][1][3]}, bit={faults[idx][1][4]}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">f'Fault in bit {faults[idx][1][4]}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">loc</span><span class="op">=</span><span class="str">'lower left'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">f'fault_bit_{bit}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_quench_solution</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t"><span class="str">    Plot the solution of Quench problem over time</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">    <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">0.9</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">1.0</span><span class="op">,</span> <span class="num">0.45</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">    <span class="key">def</span> <span class="nam">plot_error</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">iter_ax</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t"><span class="str">        Plot global error and cumulative sum of iterations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t"><span class="str">            stats (dict): Stats from pySDC run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t"><span class="str">            ax (Matplotlib.pyplot.axes): Somewhere to plot the error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t"><span class="str">            iter_ax (Matplotlib.pyplot.axes): Somewhere to plot the iterations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t"><span class="str">            strategy (pySDC.projects.Resilience.fault_stats.Strategy): The resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">        <span class="nam">markevery</span> <span class="op">=</span> <span class="num">40</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">        <span class="nam">e</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e</span><span class="op">]</span><span class="op">,</span> <span class="nam">markevery</span><span class="op">=</span><span class="nam">markevery</span><span class="op">,</span> <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="nam">markevery</span><span class="op">=</span><span class="nam">markevery</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'local error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">        <span class="nam">iter_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'Newton iterations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">    <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">    <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">,</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="op">==</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">                <span class="nam">AdaptivityPolynomialError</span> <span class="key">as</span> <span class="nam">adaptivity</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">            <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'sweeper_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">            <span class="nam">force_params</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">                <span class="nam">adaptivity</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">                    <span class="str">'e_tol'</span><span class="op">:</span> <span class="num">7e-5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">                    <span class="str">'restol_rel'</span><span class="op">:</span> <span class="num">1e-4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">                    <span class="str">'restol_min'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">                    <span class="str">'restart_at_maxiter'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">                    <span class="str">'factor_if_not_converged'</span><span class="op">:</span> <span class="num">4.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">            <span class="nam">force_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">            <span class="nam">force_params</span><span class="op">=</span><span class="nam">force_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogWork</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="nam">plot_error</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span> <span class="op">==</span> <span class="nam">BaseStrategy</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">            <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">            <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$u$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'solution'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'adaptivity'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_fault_vdp</span><span class="op">(</span><span class="nam">bit</span><span class="op">=</span><span class="num">0</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t"><span class="str">    Make a plot showing the impact of a fault on van der Pol without any resilience.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t"><span class="str">    The faults are inserted in the last iteration in the last node in u_t such that you can best see the impact.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t"><span class="str">        bit (int): The bit that you want to flip</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_stats</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">        <span class="nam">FaultStats</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">        <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">    <span class="nam">stats_analyser</span> <span class="op">=</span> <span class="nam">FaultStats</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">        <span class="nam">prob</span><span class="op">=</span><span class="nam">run_vdp</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">        <span class="nam">strategies</span><span class="op">=</span><span class="op">[</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="nam">faults</span><span class="op">=</span><span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">        <span class="nam">reload</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="nam">recovery_thresh</span><span class="op">=</span><span class="num">1.1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="nam">mode</span><span class="op">=</span><span class="str">'combination'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.8</span><span class="op">,</span> <span class="num">0.5</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'blue'</span><span class="op">,</span> <span class="str">'red'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">    <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'--'</span><span class="op">,</span> <span class="str">'-'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">    <span class="nam">markers</span> <span class="op">=</span> <span class="op">[</span><span class="str">'*'</span><span class="op">,</span> <span class="str">'^'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">    <span class="nam">do_faults</span> <span class="op">=</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">    <span class="nam">superscripts</span> <span class="op">=</span> <span class="op">[</span><span class="str">'*'</span><span class="op">,</span> <span class="str">''</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">    <span class="nam">subscripts</span> <span class="op">=</span> <span class="op">[</span><span class="str">''</span><span class="op">,</span> <span class="str">'t'</span><span class="op">,</span> <span class="str">''</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">    <span class="nam">run</span> <span class="op">=</span> <span class="num">779</span> <span class="op">+</span> <span class="num">12</span> <span class="op">*</span> <span class="nam">bit</span>  <span class="com"># for faults in u_t</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">    <span class="com">#  run = 11 + 12 * bit  # for faults in u</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">do_faults</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">stats_analyser</span><span class="op">.</span><span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">            <span class="nam">run</span><span class="op">=</span><span class="nam">run</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">            <span class="nam">faults</span><span class="op">=</span><span class="nam">do_faults</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogData</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="nam">faults</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">        <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">                <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">                <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">                <span class="nam">ls</span><span class="op">=</span><span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">                <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">                <span class="nam">label</span><span class="op">=</span><span class="str">rf'$u^{{{superscripts[i]}}}_{{{subscripts[j]}}}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">                <span class="nam">marker</span><span class="op">=</span><span class="nam">markers</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">                <span class="nam">markevery</span><span class="op">=</span><span class="num">60</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">        <span class="key">for</span> <span class="nam">idx</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">faults</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">faults</span><span class="op">[</span><span class="nam">idx</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'Fault'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">                <span class="str">f'Fault at t={faults[idx][0]:.2e}, iter={faults[idx][1][1]}, node={faults[idx][1][2]}, space={faults[idx][1][3]}, bit={faults[idx][1][4]}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">f'Fault in bit {faults[idx][1][4]}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">loc</span><span class="op">=</span><span class="str">'lower left'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">f'fault_bit_{bit}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_quench_solution</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t"><span class="str">    Plot the solution of Quench problem over time</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">    <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">0.9</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">1.0</span><span class="op">,</span> <span class="num">0.45</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span><span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span><span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">    <span class="nam">prob</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">    <span class="nam">prob</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'$T_\mathrm{thresh}$'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">zorder</span><span class="op">=</span><span class="op">-</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'$T_\mathrm{max}$'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">zorder</span><span class="op">=</span><span class="op">-</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'quench_sol'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_vdp_solution</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t"><span class="str">    Plot the solution of van der Pol problem over time to illustrate the varying time scales.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">    <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">0.9</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">1.0</span><span class="op">,</span> <span class="num">0.33</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'$T_\mathrm{thresh}$'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">zorder</span><span class="op">=</span><span class="op">-</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'$T_\mathrm{max}$'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">zorder</span><span class="op">=</span><span class="op">-</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'quench_sol'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_vdp_solution</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t"><span class="str">    Plot the solution of van der Pol problem over time to illustrate the varying time scales.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">    <span class="nam">my_setup_mpl</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">    <span class="key">if</span> <span class="nam">JOURNAL</span> <span class="op">==</span> <span class="str">'JSC_beamer'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">0.9</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">        <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">1.0</span><span class="op">,</span> <span class="num">0.33</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">}</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">}</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span><span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="num">28.6</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span><span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="num">28.6</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$u$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'vdp_sol'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t"><span class="key">def</span> <span class="nam">work_precision</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">work_precision</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">        <span class="nam">all_problems</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">        <span class="nam">single_problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">        <span class="nam">ODEs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">        <span class="nam">get_fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">        <span class="nam">get_configs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">        <span class="nam">MPI</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">        <span class="nam">vdp_stiffness_plot</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">    <span class="nam">all_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'t'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global_rel'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">        <span class="str">'base_path'</span><span class="op">:</span> <span class="str">'data/paper'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">    <span class="key">for</span> <span class="nam">mode</span> <span class="key">in</span> <span class="op">[</span><span class="str">'compare_strategies'</span><span class="op">,</span> <span class="str">'parallel_efficiency'</span><span class="op">,</span> <span class="str">'RK_comp'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">        <span class="nam">all_problems</span><span class="op">(</span><span class="op">**</span><span class="nam">all_params</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">    <span class="com"># Quench stuff</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="nam">x</span><span class="op">=</span><span class="num">3</span><span class="op">,</span> <span class="nam">y</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">0.47</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">    <span class="nam">quench_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">        <span class="op">**</span><span class="nam">all_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">        <span class="str">'problem'</span><span class="op">:</span> <span class="nam">run_quench</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">        <span class="str">'decorate'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">        <span class="str">'configurations'</span><span class="op">:</span> <span class="nam">get_configs</span><span class="op">(</span><span class="str">'step_size_limiting'</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">    <span class="nam">quench_params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'base_path'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">    <span class="nam">execute_configurations</span><span class="op">(</span><span class="op">**</span><span class="op">{</span><span class="op">**</span><span class="nam">quench_params</span><span class="op">,</span> <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span> <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'k_Newton'</span><span class="op">}</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">    <span class="nam">execute_configurations</span><span class="op">(</span><span class="op">**</span><span class="op">{</span><span class="op">**</span><span class="nam">quench_params</span><span class="op">,</span> <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'param'</span><span class="op">,</span> <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'restart'</span><span class="op">}</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">    <span class="nam">execute_configurations</span><span class="op">(</span><span class="op">**</span><span class="op">{</span><span class="op">**</span><span class="nam">quench_params</span><span class="op">,</span> <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'t'</span><span class="op">,</span> <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global_rel'</span><span class="op">}</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'linear'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'linear'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xscale</span><span class="op">(</span><span class="str">'linear'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$e_\mathrm{tol}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xticks</span><span class="op">(</span><span class="op">[</span><span class="num">1e0</span><span class="op">,</span> <span class="num">3e0</span><span class="op">]</span><span class="op">,</span> <span class="nam">minor</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">    <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">axs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="nam">ax</span><span class="op">.</span><span class="nam">get_ylabel</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">''</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">'Quench'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">    <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">        <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">        <span class="nam">name</span><span class="op">=</span><span class="str">f'{run_quench.__name__}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">        <span class="nam">work_key</span><span class="op">=</span><span class="str">'step-size'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">        <span class="nam">precision_key</span><span class="op">=</span><span class="str">'limiting'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">        <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">        <span class="nam">base_path</span><span class="op">=</span><span class="nam">all_params</span><span class="op">[</span><span class="str">"base_path"</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">    <span class="com"># End Quench stuff</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">    <span class="com"># vdp_stiffness_plot(base_path='data/paper')</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$u$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'vdp_sol'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t"><span class="key">def</span> <span class="nam">work_precision</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">work_precision</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">        <span class="nam">all_problems</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">        <span class="nam">single_problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">        <span class="nam">ODEs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">        <span class="nam">get_fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">        <span class="nam">get_configs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">        <span class="nam">MPI</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">        <span class="nam">vdp_stiffness_plot</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">    <span class="nam">all_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'t'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global_rel'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">        <span class="str">'base_path'</span><span class="op">:</span> <span class="str">'data/paper'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="key">for</span> <span class="nam">mode</span> <span class="key">in</span> <span class="op">[</span><span class="str">'compare_strategies'</span><span class="op">,</span> <span class="str">'parallel_efficiency'</span><span class="op">,</span> <span class="str">'RK_comp'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">        <span class="nam">all_problems</span><span class="op">(</span><span class="op">**</span><span class="nam">all_params</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">    <span class="com"># # Quench stuff</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">    <span class="com"># fig, axs = get_fig(x=3, y=1, figsize=figsize_by_journal('Springer_Numerical_Algorithms', 1, 0.47))</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">    <span class="com"># quench_params = {</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">    <span class="com">#     **all_params,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">    <span class="com">#     'problem': run_quench,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">    <span class="com">#     'decorate': True,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">    <span class="com">#     'configurations': get_configs('step_size_limiting', run_quench),</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">    <span class="com">#     'num_procs': 1,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">    <span class="com">#     'runs': 1,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">    <span class="com">#     'comm_world': MPI.COMM_WORLD,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">    <span class="com">#     'mode': 'step_size_limiting',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">    <span class="com"># }</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">    <span class="com"># quench_params.pop('base_path', None)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">    <span class="com"># execute_configurations(**{**quench_params, 'work_key': 'k_SDC', 'precision_key': 'k_Newton'}, ax=axs[2])</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">    <span class="com"># execute_configurations(**{**quench_params, 'work_key': 'param', 'precision_key': 'restart'}, ax=axs[1])</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">    <span class="com"># execute_configurations(**{**quench_params, 'work_key': 't', 'precision_key': 'e_global_rel'}, ax=axs[0])</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">    <span class="com"># axs[1].set_yscale('linear')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">    <span class="com"># # axs[2].set_yscale('linear')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">    <span class="com"># axs[2].set_xscale('linear')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">    <span class="com"># axs[1].set_xlabel(r'$e_\mathrm{tol}$')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">    <span class="com"># # axs[0].set_xticks([1e0, 3e0], [r'$10^{0}$', r'$3\times 10^{0}$'], minor=False)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">    <span class="com"># for ax in axs:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">    <span class="com">#     ax.set_title(ax.get_ylabel())</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">    <span class="com">#     ax.set_ylabel('')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">    <span class="com"># fig.suptitle('Quench')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">    <span class="com"># axs[1].set_yticks([4.0, 6.0, 8.0, 10.0, 12.0], minor=False)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">    <span class="com"># save_fig(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">    <span class="com">#     fig=fig,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">    <span class="com">#     name=f'{run_quench.__name__}',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">    <span class="com">#     work_key='step-size',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">    <span class="com">#     precision_key='limiting',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">    <span class="com">#     legend=True,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">    <span class="com">#     base_path=all_params["base_path"],</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">    <span class="com"># )</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">    <span class="com"># End Quench stuff</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">    <span class="com"># vdp_stiffness_plot(base_path='data/paper')</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_TIME_X_website</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'JSC_beamer'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper/time-x_website'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">2.0</span> <span class="op">/</span> <span class="num">3.0</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">    <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">)</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'recovery_rate'</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">work_precision</span> <span class="key">import</span> <span class="nam">vdp_stiffness_plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">    <span class="nam">vdp_stiffness_plot</span><span class="op">(</span><span class="nam">base_path</span><span class="op">=</span><span class="nam">BASE_PATH</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_TIME_X_website</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'JSC_beamer'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper/time-x_website'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">2.0</span> <span class="op">/</span> <span class="num">3.0</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">    <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">)</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'recovery_rate'</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">work_precision</span> <span class="key">import</span> <span class="nam">vdp_stiffness_plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">    <span class="nam">vdp_stiffness_plot</span><span class="op">(</span><span class="nam">base_path</span><span class="op">=</span><span class="nam">BASE_PATH</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_SIAM_CSE23</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t"><span class="str">    Make plots for the SIAM talk</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'JSC_beamer'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper/SIAMCSE23'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">3.0</span> <span class="op">/</span> <span class="num">4.0</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">    <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">)</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'recovery_rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">    <span class="nam">plot_adaptivity_stuff</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">    <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">    <span class="nam">plot_vdp_solution</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_SIAM_CSE23</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t"><span class="str">    Make plots for the SIAM talk</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'JSC_beamer'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper/SIAMCSE23'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="nam">JOURNAL</span><span class="op">,</span> <span class="num">0.5</span><span class="op">,</span> <span class="num">3.0</span> <span class="op">/</span> <span class="num">4.0</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">    <span class="nam">plot_recovery_rate_recoverable_only</span><span class="op">(</span><span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">)</span><span class="op">,</span> <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">    <span class="nam">savefig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'recovery_rate'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">    <span class="nam">plot_adaptivity_stuff</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">    <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">    <span class="nam">plot_vdp_solution</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_paper</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t"><span class="str">    Make plots that are supposed to go in the paper.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'Springer_Numerical_Algorithms'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">    <span class="com"># work_precision()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">    <span class="com"># plot_vdp_solution()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">    <span class="com"># plot_quench_solution()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">    <span class="com"># plot_recovery_rate(get_stats(run_vdp))</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">    <span class="com"># plot_fault_vdp(0)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">    <span class="com"># plot_fault_vdp(13)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="nam">plot_adaptivity_stuff</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_paper</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t"><span class="str">    Make plots that are supposed to go in the paper.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'Springer_Numerical_Algorithms'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'data/paper'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">    <span class="nam">plot_adaptivity_stuff</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">    <span class="nam">work_precision</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">    <span class="nam">plot_vdp_solution</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="nam">plot_quench_solution</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">    <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">strategy_type</span><span class="op">=</span><span class="str">'RK'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">        <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="nam">num_procs</span><span class="op">=</span><span class="nam">i</span><span class="op">,</span> <span class="nam">strategy_type</span><span class="op">=</span><span class="str">'SDC'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">    <span class="nam">plot_recovery_rate</span><span class="op">(</span><span class="nam">get_stats</span><span class="op">(</span><span class="nam">run_vdp</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">    <span class="nam">plot_fault_vdp</span><span class="op">(</span><span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">    <span class="nam">plot_fault_vdp</span><span class="op">(</span><span class="num">13</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">    <span class="nam">compare_recovery_rate_problems</span><span class="op">(</span><span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">strategy_type</span><span class="op">=</span><span class="str">'SDC'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_notes</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t"><span class="str">    Make plots for the notes for the website / GitHub</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'Springer_Numerical_Algorithms'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'notes/Lorenz'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">    <span class="nam">analyse_resilience</span><span class="op">(</span><span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">    <span class="nam">analyse_resilience</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t"><span class="key">def</span> <span class="nam">make_plots_for_notes</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t"><span class="str">    Make plots for the notes for the website / GitHub</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">    <span class="key">global</span> <span class="nam">JOURNAL</span><span class="op">,</span> <span class="nam">BASE_PATH</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">    <span class="nam">JOURNAL</span> <span class="op">=</span> <span class="str">'Springer_Numerical_Algorithms'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">    <span class="nam">BASE_PATH</span> <span class="op">=</span> <span class="str">'notes/Lorenz'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">    <span class="nam">analyse_resilience</span><span class="op">(</span><span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">    <span class="nam">analyse_resilience</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">    <span class="com"># make_plots_for_notes()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">    <span class="com"># make_plots_for_SIAM_CSE23()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">    <span class="com"># make_plots_for_TIME_X_website()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">    <span class="com"># plot_recovery_thresholds(run_Schroedinger)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">    <span class="com"># make_plots_for_notes()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">    <span class="com"># make_plots_for_SIAM_CSE23()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">    <span class="com"># make_plots_for_TIME_X_website()</span>&nbsp;</span><span class="r"></span></p>
     <p class="exc show_exc"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">    <span class="nam">make_plots_for_paper</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
@@ -661,7 +661,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_piline_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_piline_py.html b/coverage/d_5893b65af8042ae2_piline_py.html
index 3d2d31e51b..d897b5cd21 100644
--- a/coverage/d_5893b65af8042ae2_piline_py.html
+++ b/coverage/d_5893b65af8042ae2_piline_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_quench_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -460,7 +460,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_quench_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_quench_py.html b/coverage/d_5893b65af8042ae2_quench_py.html
index 9ae3e5e3e7..9f97242931 100644
--- a/coverage/d_5893b65af8042ae2_quench_py.html
+++ b/coverage/d_5893b65af8042ae2_quench_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/Resilience/quench.py: 50%</title>
+    <title>Coverage for pySDC/projects/Resilience/quench.py: 49%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/Resilience/quench.py</b>:
-            <span class="pc_cov">50%</span>
+            <span class="pc_cov">49%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,10 +54,10 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">215 statements &nbsp;</span>
+            <span class="text">218 statements &nbsp;</span>
             <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">107<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">108<span class="text"> missing</span></button>
-            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">73<span class="text"> excluded</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">111<span class="text"> missing</span></button>
+            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">74<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
             <a id="prevFileLink" class="nav" href="d_5893b65af8042ae2_piline_py.html">&#xab; prev</a> &nbsp; &nbsp;
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_strategies_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -82,563 +82,578 @@ <h2>
 <main id="source">
     <p class="pln"><span class="n"><a id="t1" href="#t1">1</a></span><span class="t"><span class="com"># script to run a quench problem</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t2" href="#t2">2</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">problem_classes</span><span class="op">.</span><span class="nam">Quench</span> <span class="key">import</span> <span class="nam">Quench</span><span class="op">,</span> <span class="nam">QuenchIMEX</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t3" href="#t3">3</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit</span> <span class="key">import</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order</span> <span class="key">import</span> <span class="nam">imex_1st_order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_nonMPI</span> <span class="key">import</span> <span class="nam">controller_nonMPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Hooks</span> <span class="key">import</span> <span class="nam">hooks</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">stats_helper</span> <span class="key">import</span> <span class="nam">get_sorted</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">hook_collection</span><span class="op">,</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">merge_descriptions</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"><span class="key">import</span> <span class="nam">numpy</span> <span class="key">as</span> <span class="nam">np</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t"><span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Errors</span> <span class="key">import</span> <span class="nam">ConvergenceError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t3" href="#t3">3</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_nonMPI</span> <span class="key">import</span> <span class="nam">controller_nonMPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Hooks</span> <span class="key">import</span> <span class="nam">hooks</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">stats_helper</span> <span class="key">import</span> <span class="nam">get_sorted</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">hook_collection</span><span class="op">,</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">merge_descriptions</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">sweepers</span> <span class="key">import</span> <span class="nam">imex_1st_order_efficient</span><span class="op">,</span> <span class="nam">generic_implicit_efficient</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"><span class="key">import</span> <span class="nam">numpy</span> <span class="key">as</span> <span class="nam">np</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"><span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Errors</span> <span class="key">import</span> <span class="nam">ConvergenceError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t"><span class="key">class</span> <span class="nam">live_plot</span><span class="op">(</span><span class="nam">hooks</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t"><span class="str">    This hook plots the solution and the non-linear part of the right hand side after every step. Keep in mind that using adaptivity will result in restarts, which is not marked in these plots. Prepare to see the temperature profile jumping back again after a restart.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">    <span class="key">def</span> <span class="nam">_plot_state</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="str">        Plot the solution at all collocation nodes and the non-linear part of the right hand side</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t"><span class="str">            level_number (int): Number of current level</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">        <span class="nam">L</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">level_number</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">        <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="com"># [self.axs[0].plot(L.prob.xv, L.u[i], label=f"node {i}") for i in range(len(L.u))]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">xv</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">xv</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">eval_f_non_linear</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">time</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylim</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="num">0.025</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">f"t={L.time:.2e}, k={step.status.iter}"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">pause</span><span class="op">(</span><span class="num">1e-1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">    <span class="key">def</span> <span class="nam">pre_run</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t"><span class="str">        Setup a figure to plot into</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t"><span class="str">            level_number (int): Number of current level</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="num">10</span><span class="op">,</span> <span class="num">4</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_step</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t"><span class="str">        Call the plotting function after the step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t"><span class="str">            level_number (int): Number of current level</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">_plot_state</span><span class="op">(</span><span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"><span class="key">class</span> <span class="nam">live_plot</span><span class="op">(</span><span class="nam">hooks</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t"><span class="str">    This hook plots the solution and the non-linear part of the right hand side after every step. Keep in mind that using adaptivity will result in restarts, which is not marked in these plots. Prepare to see the temperature profile jumping back again after a restart.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">    <span class="key">def</span> <span class="nam">_plot_state</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t"><span class="str">        Plot the solution at all collocation nodes and the non-linear part of the right hand side</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"><span class="str">            level_number (int): Number of current level</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">        <span class="nam">L</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">level_number</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">        <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">cla</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">        <span class="com"># [self.axs[0].plot(L.prob.xv, L.u[i], label=f"node {i}") for i in range(len(L.u))]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">xv</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">xv</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">eval_f_non_linear</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">time</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylim</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="num">0.025</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">f"t={L.time:.2e}, k={step.status.iter}"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">pause</span><span class="op">(</span><span class="num">1e-1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">    <span class="key">def</span> <span class="nam">pre_run</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t"><span class="str">        Setup a figure to plot into</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t"><span class="str">            level_number (int): Number of current level</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fig</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="op">(</span><span class="num">10</span><span class="op">,</span> <span class="num">4</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_step</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t"><span class="str">        Call the plotting function after the step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t"><span class="str">            level_number (int): Number of current level</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">_plot_state</span><span class="op">(</span><span class="nam">step</span><span class="op">,</span> <span class="nam">level_number</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="key">def</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="num">6e2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="nam">hook_class</span><span class="op">=</span><span class="nam">LogData</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="nam">fault_stuff</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">    <span class="nam">custom_controller_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">    <span class="nam">u0</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">    <span class="nam">t0</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">    <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">    <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">    Run a toy problem of a superconducting magnet with a temperature leak with default parameters.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        num_procs (int): Number of steps for MSSDC</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        Tend (float): Time to integrate to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        hook_class (pySDC.Hook): A hook to store data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        fault_stuff (dict): A dictionary with information on how to add faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">        custom_controller_params (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        imex (bool): Solve the problem IMEX or fully implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">        u0 (dtype_u): Initial value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        t0 (float): Starting time</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t"><span class="str">        use_MPI (bool): Whether or not to use MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        dict: The stats object</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t"><span class="str">        controller: The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">        Tend: The time that was supposed to be integrated to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">        <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'problem_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">        <span class="key">if</span> <span class="str">'imex'</span> <span class="key">in</span> <span class="nam">problem_params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">            <span class="nam">imex</span> <span class="op">=</span> <span class="nam">problem_params</span><span class="op">[</span><span class="str">'imex'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">            <span class="nam">problem_params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'imex'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="com"># initialize level parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">    <span class="nam">level_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">10.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="com"># initialize sweeper parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">    <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'quad_type'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'RADAU-RIGHT'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'num_nodes'</span><span class="op">]</span> <span class="op">=</span> <span class="num">3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'IE'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QE'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'PIC'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">    <span class="nam">problem_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">        <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-9</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">        <span class="str">'direct_solver'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">    <span class="com"># initialize step parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">step_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="nam">step_params</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">    <span class="com"># initialize controller parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'logger_level'</span><span class="op">]</span> <span class="op">=</span> <span class="num">30</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'hook_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">(</span><span class="nam">hook_class</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">hook_class</span><span class="op">)</span> <span class="op">==</span> <span class="nam">list</span> <span class="key">else</span> <span class="op">[</span><span class="nam">hook_class</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'mssdc_jac'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_controller_params</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">        <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">controller_params</span><span class="op">,</span> <span class="op">**</span><span class="nam">custom_controller_params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">    <span class="com"># fill description dictionary for easy step instantiation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">QuenchIMEX</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">Quench</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">imex_1st_order</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sweeper_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">step_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">    <span class="com"># set time parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="nam">t0</span> <span class="op">=</span> <span class="num">0.0</span> <span class="key">if</span> <span class="nam">t0</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">t0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">    <span class="com"># instantiate controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">    <span class="nam">controller_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">        <span class="str">'controller_params'</span><span class="op">:</span> <span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">        <span class="str">'description'</span><span class="op">:</span> <span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">    <span class="key">if</span> <span class="nam">use_MPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">        <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_MPI</span> <span class="key">import</span> <span class="nam">controller_MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_MPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_nonMPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">    <span class="nam">uinit</span> <span class="op">=</span> <span class="nam">P</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t0</span><span class="op">)</span> <span class="key">if</span> <span class="nam">u0</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">u0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"><span class="key">def</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="num">6e2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="nam">hook_class</span><span class="op">=</span><span class="nam">LogData</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="nam">fault_stuff</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="nam">custom_controller_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">    <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="nam">u0</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">    <span class="nam">t0</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">    <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">    <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"><span class="str">    Run a toy problem of a superconducting magnet with a temperature leak with default parameters.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">        num_procs (int): Number of steps for MSSDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        Tend (float): Time to integrate to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        hook_class (pySDC.Hook): A hook to store data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        fault_stuff (dict): A dictionary with information on how to add faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        custom_controller_params (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">        imex (bool): Solve the problem IMEX or fully implicit</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        u0 (dtype_u): Initial value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">        t0 (float): Starting time</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        use_MPI (bool): Whether or not to use MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">        dict: The stats object</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        controller: The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t"><span class="str">        bool: If the code crashed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">        <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'problem_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">        <span class="key">if</span> <span class="str">'imex'</span> <span class="key">in</span> <span class="nam">problem_params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">            <span class="nam">imex</span> <span class="op">=</span> <span class="nam">problem_params</span><span class="op">[</span><span class="str">'imex'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">            <span class="nam">problem_params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'imex'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">    <span class="com"># initialize level parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="nam">level_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">    <span class="nam">level_params</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">10.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">    <span class="com"># initialize sweeper parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'quad_type'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'RADAU-RIGHT'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'num_nodes'</span><span class="op">]</span> <span class="op">=</span> <span class="num">3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'IE'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'QE'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'PIC'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">    <span class="nam">problem_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">        <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-9</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">        <span class="str">'direct_solver'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">        <span class="str">'order'</span><span class="op">:</span> <span class="num">6</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">        <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">7</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="com"># initialize step parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="nam">step_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">    <span class="nam">step_params</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="com"># initialize controller parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'logger_level'</span><span class="op">]</span> <span class="op">=</span> <span class="num">30</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'hook_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">hook_collection</span> <span class="op">+</span> <span class="op">(</span><span class="nam">hook_class</span> <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">hook_class</span><span class="op">)</span> <span class="op">==</span> <span class="nam">list</span> <span class="key">else</span> <span class="op">[</span><span class="nam">hook_class</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">    <span class="nam">controller_params</span><span class="op">[</span><span class="str">'mssdc_jac'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_controller_params</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">        <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">controller_params</span><span class="op">,</span> <span class="op">**</span><span class="nam">custom_controller_params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">    <span class="com"># fill description dictionary for easy step instantiation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">QuenchIMEX</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">Quench</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">imex_1st_order_efficient</span> <span class="key">if</span> <span class="nam">imex</span> <span class="key">else</span> <span class="nam">generic_implicit_efficient</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sweeper_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">step_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">    <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="com"># set time parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">    <span class="nam">t0</span> <span class="op">=</span> <span class="num">0.0</span> <span class="key">if</span> <span class="nam">t0</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">t0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">    <span class="com"># instantiate controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">    <span class="nam">controller_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">        <span class="str">'controller_params'</span><span class="op">:</span> <span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">        <span class="str">'description'</span><span class="op">:</span> <span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">    <span class="key">if</span> <span class="nam">use_MPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">        <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">controller_classes</span><span class="op">.</span><span class="nam">controller_MPI</span> <span class="key">import</span> <span class="nam">controller_MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_MPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">        <span class="nam">controller</span> <span class="op">=</span> <span class="nam">controller_nonMPI</span><span class="op">(</span><span class="op">**</span><span class="nam">controller_args</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">    <span class="com"># insert faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">    <span class="key">if</span> <span class="nam">fault_stuff</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_injection</span> <span class="key">import</span> <span class="nam">prepare_controller_for_faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">        <span class="nam">prepare_controller_for_faults</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">fault_stuff</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">    <span class="nam">uinit</span> <span class="op">=</span> <span class="nam">P</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t0</span><span class="op">)</span> <span class="key">if</span> <span class="nam">u0</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">u0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">    <span class="com"># insert faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">    <span class="key">if</span> <span class="nam">fault_stuff</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">fault_injection</span> <span class="key">import</span> <span class="nam">prepare_controller_for_faults</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">    <span class="com"># call main function to get things done...</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">    <span class="key">except</span> <span class="nam">ConvergenceError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'Warning: Premature termination!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t"><span class="key">def</span> <span class="nam">faults</span><span class="op">(</span><span class="nam">seed</span><span class="op">=</span><span class="num">0</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">        <span class="nam">prepare_controller_for_faults</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">fault_stuff</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">    <span class="com"># call main function to get things done...</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">    <span class="nam">crash</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">    <span class="key">except</span> <span class="nam">ConvergenceError</span> <span class="key">as</span> <span class="nam">e</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Warning: Premature termination! {e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="nam">crash</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">crash</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">    <span class="nam">rng</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">random</span><span class="op">.</span><span class="nam">RandomState</span><span class="op">(</span><span class="nam">seed</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">    <span class="nam">fault_stuff</span> <span class="op">=</span> <span class="op">{</span><span class="str">'rng'</span><span class="op">:</span> <span class="nam">rng</span><span class="op">,</span> <span class="str">'args'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'rnd_args'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">30</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e1</span><span class="op">}</span><span class="op">,</span> <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span><span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">    <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">plot_lines</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'ref'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">        <span class="nam">fault_stuff</span><span class="op">=</span><span class="nam">fault_stuff</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">        <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">    <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'fixed'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'dt_max'</span><span class="op">:</span> <span class="num">1e2</span><span class="op">,</span> <span class="str">'dt_min'</span><span class="op">:</span> <span class="num">1e-3</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">        <span class="nam">fault_stuff</span><span class="op">=</span><span class="nam">fault_stuff</span><span class="op">,</span> <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">    <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'adaptivity'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t"><span class="key">def</span> <span class="nam">faults</span><span class="op">(</span><span class="nam">seed</span><span class="op">=</span><span class="num">0</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">    <span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">    <span class="nam">rng</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">random</span><span class="op">.</span><span class="nam">RandomState</span><span class="op">(</span><span class="nam">seed</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">    <span class="nam">fault_stuff</span> <span class="op">=</span> <span class="op">{</span><span class="str">'rng'</span><span class="op">:</span> <span class="nam">rng</span><span class="op">,</span> <span class="str">'args'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'rnd_args'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">30</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e1</span><span class="op">}</span><span class="op">,</span> <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span><span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">    <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">plot_lines</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'ref'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">        <span class="nam">fault_stuff</span><span class="op">=</span><span class="nam">fault_stuff</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">        <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">    <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'fixed'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">    <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'dt_max'</span><span class="op">:</span> <span class="num">1e2</span><span class="op">,</span> <span class="str">'dt_min'</span><span class="op">:</span> <span class="num">1e-3</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">        <span class="nam">fault_stuff</span><span class="op">=</span><span class="nam">fault_stuff</span><span class="op">,</span> <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">plot_lines</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">    <span class="nam">u_ax</span> <span class="op">=</span> <span class="nam">ax</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">    <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'adaptivity'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">    <span class="key">if</span> <span class="nam">plot_lines</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">        <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{thresh}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">        <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{max}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">    <span class="op">[</span><span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'fault at t={me[0]:.2f}'</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_solution_faults</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">plot_lines</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">    <span class="nam">u_ax</span> <span class="op">=</span> <span class="nam">ax</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">    <span class="key">if</span> <span class="nam">plot_lines</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">        <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{thresh}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">        <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{max}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">    <span class="op">[</span><span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'fault at t={me[0]:.2f}'</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="key">def</span> <span class="nam">get_crossing_time</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">num_points</span><span class="op">=</span><span class="num">5</span><span class="op">,</span> <span class="nam">inter_points</span><span class="op">=</span><span class="num">50</span><span class="op">,</span> <span class="nam">temperature_error_thresh</span><span class="op">=</span><span class="num">1e-5</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t"><span class="str">    Compute the time when the temperature threshold is crossed based on interpolation.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t"><span class="str">        stats (dict): The stats from a pySDC run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t"><span class="str">        controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t"><span class="str">        num_points (int): The number of points in the solution you want to use for interpolation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t"><span class="str">        inter_points (int): The resolution of the interpolation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t"><span class="str">        temperature_error_thresh (float): The temperature error compared to the actual threshold you want to allow</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t"><span class="str">        float: The time when the temperature threshold is crossed</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Lagrange</span> <span class="key">import</span> <span class="nam">LagrangeApproximation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Collocation</span> <span class="key">import</span> <span class="nam">CollBase</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">    <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">    <span class="nam">u_thresh</span> <span class="op">=</span> <span class="nam">P</span><span class="op">.</span><span class="nam">u_thresh</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">    <span class="nam">temp</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">    <span class="nam">t</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t"><span class="key">def</span> <span class="nam">get_crossing_time</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">num_points</span><span class="op">=</span><span class="num">5</span><span class="op">,</span> <span class="nam">inter_points</span><span class="op">=</span><span class="num">50</span><span class="op">,</span> <span class="nam">temperature_error_thresh</span><span class="op">=</span><span class="num">1e-5</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t"><span class="str">    Compute the time when the temperature threshold is crossed based on interpolation.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t"><span class="str">        stats (dict): The stats from a pySDC run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t"><span class="str">        controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t"><span class="str">        num_points (int): The number of points in the solution you want to use for interpolation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t"><span class="str">        inter_points (int): The resolution of the interpolation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t"><span class="str">        temperature_error_thresh (float): The temperature error compared to the actual threshold you want to allow</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t"><span class="str">        float: The time when the temperature threshold is crossed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Lagrange</span> <span class="key">import</span> <span class="nam">LagrangeApproximation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Collocation</span> <span class="key">import</span> <span class="nam">CollBase</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">    <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">    <span class="nam">u_thresh</span> <span class="op">=</span> <span class="nam">P</span><span class="op">.</span><span class="nam">u_thresh</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">    <span class="nam">crossing_index</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">temp</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="nam">temp</span> <span class="op">></span> <span class="nam">u_thresh</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">    <span class="com"># interpolation stuff</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">    <span class="nam">num_points</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="op">[</span><span class="nam">num_points</span><span class="op">,</span> <span class="nam">crossing_index</span> <span class="op">*</span> <span class="num">2</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">temp</span><span class="op">)</span> <span class="op">-</span> <span class="nam">crossing_index</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">    <span class="nam">idx</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">num_points</span><span class="op">)</span> <span class="op">-</span> <span class="nam">num_points</span> <span class="op">//</span> <span class="num">2</span> <span class="op">+</span> <span class="nam">crossing_index</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">    <span class="nam">t_grid</span> <span class="op">=</span> <span class="nam">t</span><span class="op">[</span><span class="nam">idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">    <span class="nam">u_grid</span> <span class="op">=</span> <span class="nam">temp</span><span class="op">[</span><span class="nam">idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">    <span class="nam">t_inter</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linspace</span><span class="op">(</span><span class="nam">t_grid</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">t_grid</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">inter_points</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">    <span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">LagrangeApproximation</span><span class="op">(</span><span class="nam">points</span><span class="op">=</span><span class="nam">t_grid</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">    <span class="nam">u_inter</span> <span class="op">=</span> <span class="nam">interpolator</span><span class="op">.</span><span class="nam">getInterpolationMatrix</span><span class="op">(</span><span class="nam">t_inter</span><span class="op">)</span> <span class="op">@</span> <span class="nam">u_grid</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">    <span class="nam">crossing_inter</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">u_inter</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="nam">u_inter</span> <span class="op">></span> <span class="nam">u_thresh</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">    <span class="nam">temperature_error</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span><span class="op">[</span><span class="nam">crossing_inter</span><span class="op">]</span> <span class="op">-</span> <span class="nam">u_thresh</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">    <span class="nam">temp</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">    <span class="nam">t</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">    <span class="nam">crossing_index</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">temp</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="nam">temp</span> <span class="op">></span> <span class="nam">u_thresh</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">    <span class="com"># interpolation stuff</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">    <span class="nam">num_points</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="op">[</span><span class="nam">num_points</span><span class="op">,</span> <span class="nam">crossing_index</span> <span class="op">*</span> <span class="num">2</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">temp</span><span class="op">)</span> <span class="op">-</span> <span class="nam">crossing_index</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">    <span class="nam">idx</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">num_points</span><span class="op">)</span> <span class="op">-</span> <span class="nam">num_points</span> <span class="op">//</span> <span class="num">2</span> <span class="op">+</span> <span class="nam">crossing_index</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">    <span class="nam">t_grid</span> <span class="op">=</span> <span class="nam">t</span><span class="op">[</span><span class="nam">idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">    <span class="nam">u_grid</span> <span class="op">=</span> <span class="nam">temp</span><span class="op">[</span><span class="nam">idx</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">    <span class="nam">t_inter</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">linspace</span><span class="op">(</span><span class="nam">t_grid</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">t_grid</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">inter_points</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">    <span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">LagrangeApproximation</span><span class="op">(</span><span class="nam">points</span><span class="op">=</span><span class="nam">t_grid</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">    <span class="nam">u_inter</span> <span class="op">=</span> <span class="nam">interpolator</span><span class="op">.</span><span class="nam">getInterpolationMatrix</span><span class="op">(</span><span class="nam">t_inter</span><span class="op">)</span> <span class="op">@</span> <span class="nam">u_grid</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">    <span class="key">assert</span> <span class="nam">temperature_error</span> <span class="op">&lt;</span> <span class="nam">temp</span><span class="op">[</span><span class="nam">crossing_index</span><span class="op">]</span><span class="op">,</span> <span class="str">"Temperature error is rising due to interpolation!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">    <span class="nam">crossing_inter</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">arange</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">u_inter</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="nam">u_inter</span> <span class="op">></span> <span class="nam">u_thresh</span><span class="op">]</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">    <span class="key">if</span> <span class="nam">temperature_error</span> <span class="op">></span> <span class="nam">temperature_error_thresh</span> <span class="key">and</span> <span class="nam">inter_points</span> <span class="op">&lt;</span> <span class="num">300</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">        <span class="key">return</span> <span class="nam">get_crossing_time</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">num_points</span> <span class="op">+</span> <span class="num">4</span><span class="op">,</span> <span class="nam">inter_points</span> <span class="op">+</span> <span class="num">15</span><span class="op">,</span> <span class="nam">temperature_error_thresh</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">    <span class="key">return</span> <span class="nam">t_inter</span><span class="op">[</span><span class="nam">crossing_inter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">    <span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">    <span class="nam">temperature_error</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span><span class="op">[</span><span class="nam">crossing_inter</span><span class="op">]</span> <span class="op">-</span> <span class="nam">u_thresh</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">    <span class="key">assert</span> <span class="nam">temperature_error</span> <span class="op">&lt;</span> <span class="nam">temp</span><span class="op">[</span><span class="nam">crossing_index</span><span class="op">]</span><span class="op">,</span> <span class="str">"Temperature error is rising due to interpolation!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">    <span class="key">if</span> <span class="nam">temperature_error</span> <span class="op">></span> <span class="nam">temperature_error_thresh</span> <span class="key">and</span> <span class="nam">inter_points</span> <span class="op">&lt;</span> <span class="num">300</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">        <span class="key">return</span> <span class="nam">get_crossing_time</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">num_points</span> <span class="op">+</span> <span class="num">4</span><span class="op">,</span> <span class="nam">inter_points</span> <span class="op">+</span> <span class="num">15</span><span class="op">,</span> <span class="nam">temperature_error_thresh</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">    <span class="key">return</span> <span class="nam">t_inter</span><span class="op">[</span><span class="nam">crossing_inter</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">    <span class="nam">u_ax</span> <span class="op">=</span> <span class="nam">ax</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">    <span class="nam">dt_ax</span> <span class="op">=</span> <span class="nam">u_ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">    <span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">    <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">    <span class="nam">dt_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">    <span class="nam">u_ax</span> <span class="op">=</span> <span class="nam">ax</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">    <span class="nam">dt_ax</span> <span class="op">=</span> <span class="nam">u_ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">    <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">    <span class="key">if</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{thresh}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{max}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">    <span class="op">[</span><span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'fault at t={me[0]:.2f}'</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">    <span class="nam">dt_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_imex_full</span><span class="op">(</span><span class="nam">plotting</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">leak_type</span><span class="op">=</span><span class="str">'linear'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t"><span class="str">    Compare the results of IMEX and fully implicit runs.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">    <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">    <span class="nam">dt_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'black'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">    <span class="key">if</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">        <span class="nam">P</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{thresh}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">P</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$T_\mathrm{max}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">    <span class="op">[</span><span class="nam">ax</span><span class="op">.</span><span class="nam">axvline</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'fault at t={me[0]:.2f}'</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'bitflip'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">    <span class="nam">u_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$T$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">    <span class="nam">dt_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t"><span class="str">        plotting (bool): Plot the solution or not</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">    <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">    <span class="nam">num_nodes</span> <span class="op">=</span> <span class="num">3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">    <span class="nam">newton_maxiter</span> <span class="op">=</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_imex_full</span><span class="op">(</span><span class="nam">plotting</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">leak_type</span><span class="op">=</span><span class="str">'linear'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">    Compare the results of IMEX and fully implicit runs.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t"><span class="str">        plotting (bool): Plot the solution or not</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">    <span class="nam">res</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">    <span class="nam">rhs</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">    <span class="nam">error</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">    <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">    <span class="nam">num_nodes</span> <span class="op">=</span> <span class="num">3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">    <span class="nam">newton_maxiter</span> <span class="op">=</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">        <span class="str">'newton_maxiter'</span><span class="op">:</span> <span class="nam">newton_maxiter</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">7</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="str">'leak_type'</span><span class="op">:</span> <span class="nam">leak_type</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="nam">num_nodes</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">        <span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">    <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">15</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">    <span class="key">for</span> <span class="nam">imex</span> <span class="key">in</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">            <span class="nam">imex</span><span class="op">=</span><span class="nam">imex</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="num">5e2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogWork</span><span class="op">,</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">        <span class="nam">res</span><span class="op">[</span><span class="nam">imex</span><span class="op">]</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">        <span class="nam">newton_iter</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">        <span class="nam">rhs</span><span class="op">[</span><span class="nam">imex</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_rhs'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span> <span class="op">//</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">        <span class="nam">error</span><span class="op">[</span><span class="nam">imex</span><span class="op">]</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_run'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="key">if</span> <span class="nam">imex</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">            <span class="key">assert</span> <span class="nam">all</span><span class="op">(</span><span class="nam">me</span> <span class="op">==</span> <span class="num">0</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">newton_iter</span><span class="op">)</span><span class="op">,</span> <span class="str">"IMEX is not supposed to do Newton iterations!"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">            <span class="key">assert</span> <span class="nam">max</span><span class="op">(</span><span class="nam">newton_iter</span><span class="op">)</span> <span class="op">/</span> <span class="nam">num_nodes</span> <span class="op">/</span> <span class="nam">maxiter</span> <span class="op">&lt;=</span> <span class="nam">newton_maxiter</span><span class="op">,</span> <span class="str">"Took more Newton iterations than allowed!"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">        <span class="key">if</span> <span class="nam">plotting</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">            <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">    <span class="nam">diff</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">res</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">    <span class="nam">thresh</span> <span class="op">=</span> <span class="num">4e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">    <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">        <span class="nam">diff</span> <span class="op">&lt;</span> <span class="nam">thresh</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f"Difference between IMEX and fully-implicit too large! Got {diff:.2e}, allowed is only {thresh:.2e}!"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">    <span class="nam">prob</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">    <span class="nam">res</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">    <span class="nam">rhs</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">    <span class="nam">error</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">        <span class="str">'newton_maxiter'</span><span class="op">:</span> <span class="nam">newton_maxiter</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">        <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">7</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="str">'leak_type'</span><span class="op">:</span> <span class="nam">leak_type</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="nam">num_nodes</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">        <span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">    <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">15</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">    <span class="key">for</span> <span class="nam">imex</span> <span class="key">in</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">            <span class="nam">imex</span><span class="op">=</span><span class="nam">imex</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="num">5e2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogWork</span><span class="op">,</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">        <span class="nam">res</span><span class="op">[</span><span class="nam">imex</span><span class="op">]</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="nam">newton_iter</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">        <span class="nam">rhs</span><span class="op">[</span><span class="nam">imex</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_rhs'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span> <span class="op">//</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">        <span class="nam">error</span><span class="op">[</span><span class="nam">imex</span><span class="op">]</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_run'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">        <span class="key">if</span> <span class="nam">imex</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">            <span class="key">assert</span> <span class="nam">all</span><span class="op">(</span><span class="nam">me</span> <span class="op">==</span> <span class="num">0</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">newton_iter</span><span class="op">)</span><span class="op">,</span> <span class="str">"IMEX is not supposed to do Newton iterations!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">            <span class="key">assert</span> <span class="nam">max</span><span class="op">(</span><span class="nam">newton_iter</span><span class="op">)</span> <span class="op">/</span> <span class="nam">num_nodes</span> <span class="op">/</span> <span class="nam">maxiter</span> <span class="op">&lt;=</span> <span class="nam">newton_maxiter</span><span class="op">,</span> <span class="str">"Took more Newton iterations than allowed!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">        <span class="key">if</span> <span class="nam">plotting</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">            <span class="nam">plot_solution</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">    <span class="nam">diff</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">res</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">    <span class="nam">thresh</span> <span class="op">=</span> <span class="num">4e-3</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">    <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">        <span class="nam">max</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="key">True</span><span class="op">]</span><span class="op">)</span> <span class="op">></span> <span class="nam">prob</span><span class="op">.</span><span class="nam">u_max</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f"Expected runaway to happen, but maximum temperature is {max(res[True]):.2e} &lt; u_max={prob.u_max:.2e}!"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">        <span class="nam">diff</span> <span class="op">&lt;</span> <span class="nam">thresh</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f"Difference between IMEX and fully-implicit too large! Got {diff:.2e}, allowed is only {thresh:.2e}!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">    <span class="nam">prob</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">    <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">        <span class="nam">rhs</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">==</span> <span class="nam">rhs</span><span class="op">[</span><span class="key">False</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f"Expected IMEX and fully implicit schemes to take the same number of right hand side evaluations per step, but got {rhs[True]} and {rhs[False]}!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">        <span class="nam">max</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="key">True</span><span class="op">]</span><span class="op">)</span> <span class="op">></span> <span class="nam">prob</span><span class="op">.</span><span class="nam">u_max</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f"Expected runaway to happen, but maximum temperature is {max(res[True]):.2e} &lt; u_max={prob.u_max:.2e}!"</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">    <span class="key">assert</span> <span class="nam">error</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">&lt;</span> <span class="num">1.2e-4</span><span class="op">,</span> <span class="str">f'Expected error of IMEX version to be less than 1.2e-4, but got e={error[True]:.2e}!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">    <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">        <span class="nam">error</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">&lt;</span> <span class="num">7.7e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f'Expected error of fully implicit version to be less than 7.7e-5, but got e={error[False]:.2e}!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_reference_solutions_single</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostStep</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_solution</span> <span class="key">import</span> <span class="nam">LogSolution</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">    <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">        <span class="nam">rhs</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">==</span> <span class="nam">rhs</span><span class="op">[</span><span class="key">False</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f"Expected IMEX and fully implicit schemes to take the same number of right hand side evaluations per step, but got {rhs[True]} and {rhs[False]}!"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">    <span class="key">assert</span> <span class="nam">error</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">&lt;</span> <span class="num">1.2e-4</span><span class="op">,</span> <span class="str">f'Expected error of IMEX version to be less than 1.2e-4, but got e={error[True]:.2e}!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">    <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">        <span class="nam">error</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">&lt;</span> <span class="num">8e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">    <span class="op">)</span><span class="op">,</span> <span class="str">f'Expected error of fully implicit version to be less than 8e-5, but got e={error[False]:.2e}!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'DIRK'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">,</span> <span class="str">'scipy'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'scipy'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">    <span class="nam">error_ax</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">500</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'black'</span><span class="op">,</span> <span class="str">'teal'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">merge_descriptions</span><span class="op">,</span> <span class="nam">DoubleAdaptivityStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">DoubleAdaptivityStrategy</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">15</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_reference_solutions_single</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostStep</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_solution</span> <span class="key">import</span> <span class="nam">LogSolution</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'DIRK'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">,</span> <span class="str">'scipy'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'scipy'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">    <span class="nam">error_ax</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">500</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'black'</span><span class="op">,</span> <span class="str">'teal'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">merge_descriptions</span><span class="op">,</span> <span class="nam">DoubleAdaptivityStrategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">    <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">types</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">5.0</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">            <span class="str">'leak_type'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">            <span class="str">'leak_transition'</span><span class="op">:</span> <span class="str">'step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">            <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">            <span class="str">'reference_sol_type'</span><span class="op">:</span> <span class="nam">types</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">            <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">5.0</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogGlobalErrorPostStep</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogSolution</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">            <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">        <span class="nam">e_glob</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">        <span class="nam">e_loc</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{types[j]} reference'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">        <span class="nam">error_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_glob</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_glob</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">        <span class="nam">error_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">    <span class="nam">prob</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$e_\mathrm{global}$'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$e_\mathrm{local}$'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">    <span class="nam">error_ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'solution'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">    <span class="nam">error_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Fully implicit quench problem'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">'data/quench_refs_single.pdf'</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_reference_solutions</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">DoubleAdaptivityStrategy</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">15</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">    <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">types</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">5.0</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">            <span class="str">'leak_type'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">            <span class="str">'leak_transition'</span><span class="op">:</span> <span class="str">'step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">            <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">            <span class="str">'reference_sol_type'</span><span class="op">:</span> <span class="nam">types</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">            <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">5.0</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">run_quench</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogGlobalErrorPostStep</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogSolution</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">            <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">        <span class="nam">e_glob</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="nam">e_loc</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{types[j]} reference'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">        <span class="nam">error_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_glob</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_glob</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">        <span class="nam">error_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">    <span class="nam">prob</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_thresh</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">axhline</span><span class="op">(</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_max</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-.'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$e_\mathrm{global}$'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">':'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">r'$e_\mathrm{local}$'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="str">'grey'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">    <span class="nam">error_ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'solution'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">    <span class="nam">error_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Fully implicit quench problem'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">'data/quench_refs_single.pdf'</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'DIRK'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">,</span> <span class="str">'scipy'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">500</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">    <span class="nam">dt_list</span> <span class="op">=</span> <span class="op">[</span><span class="nam">Tend</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">**</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">,</span> <span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">,</span> <span class="num">6</span><span class="op">,</span> <span class="num">7</span><span class="op">,</span> <span class="num">8</span><span class="op">,</span> <span class="num">9</span><span class="op">,</span> <span class="num">10</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">    <span class="com"># dt_list = [Tend / 2.**me for me in [2, 3, 4, 5, 6, 7]]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">    <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">types</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">        <span class="nam">errors</span> <span class="op">=</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">            <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="nam">dt_list</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">                <span class="str">'leak_type'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">                <span class="str">'leak_transition'</span><span class="op">:</span> <span class="str">'step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">                <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">                <span class="str">'reference_sol_type'</span><span class="op">:</span> <span class="nam">types</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">                <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogGlobalErrorPostRun</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">                <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">            <span class="com"># errors[i] = get_sorted(stats, type='e_global_post_run')[-1][1]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">            <span class="nam">errors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="nam">errors</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">,</span> <span class="nam">errors</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{types[j]} reference'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'global error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Fully implicit quench problem'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">'data/quench_refs.pdf'</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t"><span class="key">def</span> <span class="nam">check_order</span><span class="op">(</span><span class="nam">reference_sol_type</span><span class="op">=</span><span class="str">'scipy'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="nam">EstimateEmbeddedError</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">500</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">    <span class="nam">maxiter_list</span> <span class="op">=</span> <span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">,</span> <span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">    <span class="nam">dt_list</span> <span class="op">=</span> <span class="op">[</span><span class="nam">Tend</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">**</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">,</span> <span class="num">6</span><span class="op">,</span> <span class="num">7</span><span class="op">,</span> <span class="num">8</span><span class="op">,</span> <span class="num">9</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">    <span class="com"># dt_list = [Tend / 2.**me for me in [6, 7, 8]]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t"><span class="key">def</span> <span class="nam">compare_reference_solutions</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'DIRK'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">,</span> <span class="str">'scipy'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">500</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">    <span class="nam">dt_list</span> <span class="op">=</span> <span class="op">[</span><span class="nam">Tend</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">**</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">,</span> <span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">,</span> <span class="num">6</span><span class="op">,</span> <span class="num">7</span><span class="op">,</span> <span class="num">8</span><span class="op">,</span> <span class="num">9</span><span class="op">,</span> <span class="num">10</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">    <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">types</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">        <span class="nam">errors</span> <span class="op">=</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">            <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="nam">dt_list</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">                <span class="str">'leak_type'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">                <span class="str">'leak_transition'</span><span class="op">:</span> <span class="str">'step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">                <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">                <span class="str">'reference_sol_type'</span><span class="op">:</span> <span class="nam">types</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">                <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogGlobalErrorPostRun</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">                <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">            <span class="com"># errors[i] = get_sorted(stats, type='e_global_post_run')[-1][1]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">            <span class="nam">errors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="nam">errors</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">,</span> <span class="nam">errors</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{types[j]} reference'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'global error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Fully implicit quench problem'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">'data/quench_refs.pdf'</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t"><span class="key">def</span> <span class="nam">check_order</span><span class="op">(</span><span class="nam">reference_sol_type</span><span class="op">=</span><span class="str">'scipy'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="nam">EstimateEmbeddedError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">500</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">    <span class="nam">maxiter_list</span> <span class="op">=</span> <span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">,</span> <span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">    <span class="nam">dt_list</span> <span class="op">=</span> <span class="op">[</span><span class="nam">Tend</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">**</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">,</span> <span class="num">6</span><span class="op">,</span> <span class="num">7</span><span class="op">,</span> <span class="num">8</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">DIRK43</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'black'</span><span class="op">,</span> <span class="str">'teal'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">,</span> <span class="str">'orange'</span><span class="op">,</span> <span class="str">'red'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">    <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">maxiter_list</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">        <span class="nam">errors</span> <span class="op">=</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">DIRK43</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="num">30</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">            <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="nam">dt_list</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter_list</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">                <span class="str">'leak_type'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">                <span class="str">'leak_transition'</span><span class="op">:</span> <span class="str">'step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">                <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">                <span class="str">'reference_sol_type'</span><span class="op">:</span> <span class="nam">reference_sol_type</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">EstimateEmbeddedError</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">            <span class="com"># if maxiter_list[j] == 5:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">            <span class="com">#    description['sweeper_class'] = DIRK43</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">            <span class="com">#    description['sweeper_params'] = {'maxiter': 1}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span> <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span> <span class="nam">imex</span><span class="op">=</span><span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">            <span class="com"># errors[i] = max([me[1] for me in get_sorted(stats, type='error_embedded_estimate')])</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">            <span class="nam">errors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_global_post_run'</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="nam">errors</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">,</span> <span class="nam">errors</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{maxiter_list[j]} iterations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">            <span class="nam">dt_list</span><span class="op">,</span> <span class="op">[</span><span class="nam">errors</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="op">(</span><span class="nam">me</span> <span class="op">/</span> <span class="nam">dt_list</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span> <span class="op">**</span> <span class="nam">maxiter_list</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt_list</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">    <span class="nam">dt_list</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">    <span class="nam">errors</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">errors</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">    <span class="nam">orders</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">errors</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span> <span class="op">/</span> <span class="nam">errors</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_list</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="nam">orders</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">orders</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">    <span class="com"># ax.loglog(dt_list, local_errors)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'global error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">    <span class="com"># ax.set_ylabel('max. local error')</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Fully implicit quench problem'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/order_quench_{reference_sol_type}.pdf'</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'black'</span><span class="op">,</span> <span class="str">'teal'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">,</span> <span class="str">'orange'</span><span class="op">,</span> <span class="str">'red'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">    <span class="key">for</span> <span class="nam">j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">maxiter_list</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">        <span class="nam">errors</span> <span class="op">=</span> <span class="op">[</span><span class="key">None</span><span class="op">]</span> <span class="op">*</span> <span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">            <span class="nam">description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="nam">dt_list</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter_list</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">                <span class="str">'leak_type'</span><span class="op">:</span> <span class="str">'linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">                <span class="str">'leak_transition'</span><span class="op">:</span> <span class="str">'step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">                <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">7</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">                <span class="str">'reference_sol_type'</span><span class="op">:</span> <span class="nam">reference_sol_type</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">                <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">                <span class="str">'lintol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">                <span class="str">'direct_solver'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">EstimateEmbeddedError</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">            <span class="com"># if maxiter_list[j] == 5:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">            <span class="com">#    description['sweeper_class'] = DIRK43</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">            <span class="com">#    description['sweeper_params'] = {'maxiter': 1}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">            <span class="nam">hook_class</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">                <span class="com"># LogGlobalErrorPostRun,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">            <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_quench</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">                <span class="nam">hook_class</span><span class="op">=</span><span class="nam">hook_class</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">                <span class="nam">imex</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">                <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">            <span class="nam">errors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">            <span class="com"># errors[i] = get_sorted(stats, type='e_global_post_run')[-1][1]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="nam">errors</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">,</span> <span class="nam">errors</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">f'{maxiter_list[j]} iterations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">            <span class="nam">dt_list</span><span class="op">,</span> <span class="op">[</span><span class="nam">errors</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="op">(</span><span class="nam">me</span> <span class="op">/</span> <span class="nam">dt_list</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span> <span class="op">**</span> <span class="nam">maxiter_list</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt_list</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">j</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">'__main__'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">    <span class="nam">compare_reference_solutions_single</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">    <span class="com"># for reference_sol_type in ['DIRK', 'SDC', 'scipy']:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">    <span class="com">#   check_order(reference_sol_type=reference_sol_type)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">    <span class="com"># faults(19)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">    <span class="com"># get_crossing_time()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">    <span class="com"># compare_imex_full(plotting=True)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">    <span class="nam">dt_list</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">    <span class="nam">errors</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">errors</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">    <span class="nam">orders</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">errors</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span> <span class="op">/</span> <span class="nam">errors</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">dt_list</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_list</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="nam">orders</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">(</span><span class="nam">orders</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">    <span class="com"># ax.loglog(dt_list, local_errors)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'global error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">    <span class="com"># ax.set_ylabel('max. local error')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">'Fully implicit quench problem'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/order_quench_{reference_sol_type}.pdf'</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">'__main__'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">    <span class="com"># compare_reference_solutions_single()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">    <span class="key">for</span> <span class="nam">reference_sol_type</span> <span class="key">in</span> <span class="op">[</span><span class="str">'scipy'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">        <span class="nam">check_order</span><span class="op">(</span><span class="nam">reference_sol_type</span><span class="op">=</span><span class="nam">reference_sol_type</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">    <span class="com"># faults(19)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">    <span class="com"># get_crossing_time()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">    <span class="com"># compare_imex_full(plotting=True)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">    <span class="com"># iteration_counts()</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -648,7 +663,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_strategies_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_strategies_py.html b/coverage/d_5893b65af8042ae2_strategies_py.html
index 9509d7ea6a..9299d13d8f 100644
--- a/coverage/d_5893b65af8042ae2_strategies_py.html
+++ b/coverage/d_5893b65af8042ae2_strategies_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/Resilience/strategies.py: 80%</title>
+    <title>Coverage for pySDC/projects/Resilience/strategies.py: 76%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/Resilience/strategies.py</b>:
-            <span class="pc_cov">80%</span>
+            <span class="pc_cov">76%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,10 +54,10 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">572 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">460<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">112<span class="text"> missing</span></button>
-            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">24<span class="text"> excluded</span></button>
+            <span class="text">804 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">615<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">189<span class="text"> missing</span></button>
+            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">29<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
             <a id="prevFileLink" class="nav" href="d_5893b65af8042ae2_quench_py.html">&#xab; prev</a> &nbsp; &nbsp;
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_sweepers_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -113,12 +113,12 @@ <h2>
     <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t"><span class="str">    Abstract class for resilience strategies</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'none'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'none'</span><span class="op">,</span> <span class="nam">stop_at_nan</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span> <span class="op">=</span> <span class="nam">useMPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e5</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">        <span class="com"># set default values for plotting</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">linestyle</span> <span class="op">=</span> <span class="str">'-'</span>&nbsp;</span><span class="r"></span></p>
@@ -132,1418 +132,1864 @@ <h2>
     <p class="run"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">skip_residual_computation</span> <span class="op">=</span> <span class="op">(</span><span class="str">'IT_CHECK'</span><span class="op">,</span> <span class="str">'IT_DOWN'</span><span class="op">,</span> <span class="str">'IT_UP'</span><span class="op">,</span> <span class="str">'IT_FINE'</span><span class="op">,</span> <span class="str">'IT_COARSE'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">        <span class="key">elif</span> <span class="nam">skip_residual_computation</span> <span class="op">==</span> <span class="str">'most'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">skip_residual_computation</span> <span class="op">=</span> <span class="op">(</span><span class="str">'IT_DOWN'</span><span class="op">,</span> <span class="str">'IT_UP'</span><span class="op">,</span> <span class="str">'IT_FINE'</span><span class="op">,</span> <span class="str">'IT_COARSE'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">skip_residual_computation</span> <span class="op">=</span> <span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="com"># setup custom descriptions</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'skip_residual_computation'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">skip_residual_computation</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">        <span class="key">elif</span> <span class="nam">skip_residual_computation</span> <span class="op">==</span> <span class="str">'none'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">skip_residual_computation</span> <span class="op">=</span> <span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">                <span class="str">f'Don\'t know when to skip residual computation with rule \"{skip_residual_computation}\"'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="com"># prepare parameters for masks to identify faults that cannot be fixed by this strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">+=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">            <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">                <span class="str">'key'</span><span class="op">:</span> <span class="str">'node'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">                <span class="str">'op'</span><span class="op">:</span> <span class="str">'gt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">                <span class="str">'val'</span><span class="op">:</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">+=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">            <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">                <span class="str">'key'</span><span class="op">:</span> <span class="str">'error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">                <span class="str">'op'</span><span class="op">:</span> <span class="str">'isfinite'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">        <span class="com"># stuff for work-precision diagrams</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">    <span class="key">def</span> <span class="nam">__str__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">name</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fixable_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">        Return a list containing dictionaries which can be passed to `FaultStats.get_mask` as keyword arguments to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">        obtain a mask of faults that can be fixed</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">            list: Dictionary of parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">stop_at_nan</span> <span class="op">=</span> <span class="nam">stop_at_nan</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">        <span class="com"># setup custom descriptions</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'skip_residual_computation'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">skip_residual_computation</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">        <span class="com"># prepare parameters for masks to identify faults that cannot be fixed by this strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">+=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">            <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">                <span class="str">'key'</span><span class="op">:</span> <span class="str">'node'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">                <span class="str">'op'</span><span class="op">:</span> <span class="str">'gt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">                <span class="str">'val'</span><span class="op">:</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">+=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">            <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">                <span class="str">'key'</span><span class="op">:</span> <span class="str">'error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t">                <span class="str">'op'</span><span class="op">:</span> <span class="str">'isfinite'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">        <span class="com"># stuff for work-precision diagrams</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">    <span class="key">def</span> <span class="nam">__str__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">name</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fault_args</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        Routine to get arguments for the faults that are exempt from randomization</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t"><span class="str">            dict: Arguments for the faults that are exempt from randomization</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">        <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">        <span class="nam">args</span><span class="op">[</span><span class="str">'target'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5.25</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0.3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">31.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0.3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">        <span class="key">return</span> <span class="nam">args</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">        <span class="nam">base_params</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_base_parameters</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">base_params</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'rank'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">num_procs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">,</span> <span class="str">'run_quench'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_controller_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="str">'all_to_done'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_description_for_tolerance</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">param</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fixable_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">        Return a list containing dictionaries which can be passed to `FaultStats.get_mask` as keyword arguments to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t"><span class="str">        obtain a mask of faults that can be fixed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t"><span class="str">            list: Dictionary of parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fault_args</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t"><span class="str">        Routine to get arguments for the faults that are exempt from randomization</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t"><span class="str">            dict: Arguments for the faults that are exempt from randomization</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">        <span class="nam">args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">        <span class="nam">args</span><span class="op">[</span><span class="str">'target'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5.25</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0.3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">41.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">            <span class="nam">args</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0.3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">        <span class="key">return</span> <span class="nam">args</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">    <span class="key">def</span> <span class="nam">style</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t"><span class="str">        Get the plotting parameters for the strategy.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t"><span class="str">        Supply them to a plotting function using `**`</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t"><span class="str">            (dict): The plotting parameters as a dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">            <span class="str">'marker'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">            <span class="str">'label'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">label</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">            <span class="str">'color'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">            <span class="str">'ls'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">linestyle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t"><span class="str">        Get a label for plotting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">name</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">    <span class="op">@</span><span class="nam">classmethod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_Tend</span><span class="op">(</span><span class="nam">cls</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="str">        Get the final time of runs for fault stats based on the problem</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t"><span class="str">            problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t"><span class="str">            float: Tend to put into the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">            <span class="key">return</span> <span class="num">11.5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">            <span class="com"># return 2.3752559741400825  # old stuff</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">            <span class="key">return</span> <span class="num">20.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">            <span class="key">return</span> <span class="num">1.5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">            <span class="key">return</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">            <span class="key">return</span> <span class="num">500.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'I don\'t have a final time for your problem!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_base_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t"><span class="str">        Get a base parameters for the problems independent of the strategy.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t"><span class="str">            problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t"><span class="str">            dict: Custom description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">                <span class="str">'u0'</span><span class="op">:</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">float64</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">                <span class="com"># 'u0': np.array([0.99995, -0.00999985], dtype=np.float64),  # old stuff</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">                <span class="str">'crash_at_maxiter'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">                <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-11</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">:</span> <span class="num">8.0</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'newton_maxiter'</span><span class="op">:</span> <span class="num">99</span><span class="op">,</span> <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-11</span><span class="op">,</span> <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">7</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">            <span class="nam">StepSizeLimiter</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">)</span> <span class="op">/</span> <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="str">        Get a custom description based on the problem</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t"><span class="str">            problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t"><span class="str">            dict: Custom description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_base_parameters</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">custom_description</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t"><span class="key">class</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t"><span class="str">    Do a fixed iteration count</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'o'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'base'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'base'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'dt'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">        <span class="key">return</span> <span class="str">r'fixed'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">        <span class="nam">base_params</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_base_parameters</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">base_params</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'rank'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">num_procs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">,</span> <span class="str">'run_quench'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Lorenz'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">    <span class="key">def</span> <span class="nam">style</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t"><span class="str">        Get the plotting parameters for the strategy.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t"><span class="str">        Supply them to a plotting function using `**`</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t"><span class="str">            (dict): The plotting parameters as a dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">            <span class="str">'marker'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">            <span class="str">'label'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">label</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">            <span class="str">'color'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">color</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">            <span class="str">'ls'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">linestyle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t"><span class="str">        Get a label for plotting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">name</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">    <span class="op">@</span><span class="nam">classmethod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_Tend</span><span class="op">(</span><span class="nam">cls</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t"><span class="str">        Get the final time of runs for fault stats based on the problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t"><span class="str">            problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t"><span class="str">            float: Tend to put into the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">            <span class="key">return</span> <span class="num">11.5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">            <span class="key">return</span> <span class="num">20.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">            <span class="key">return</span> <span class="num">1.5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">            <span class="key">return</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">            <span class="key">return</span> <span class="num">500.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_AC"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">            <span class="key">return</span> <span class="num">1e-2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'I don\'t have a final time for your problem!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_base_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t"><span class="str">        Get a base parameters for the problems independent of the strategy.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t"><span class="str">            problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t"><span class="str">            dict: Custom description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">                <span class="str">'u0'</span><span class="op">:</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">dtype</span><span class="op">=</span><span class="nam">np</span><span class="op">.</span><span class="nam">float64</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">                <span class="str">'crash_at_maxiter'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t">                <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-11</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">                <span class="str">'stop_at_nan'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'stop_at_nan'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'nvars'</span><span class="op">]</span> <span class="op">=</span> <span class="op">(</span><span class="num">256</span><span class="op">,</span> <span class="num">256</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">:</span> <span class="num">8.0</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">                <span class="str">'newton_maxiter'</span><span class="op">:</span> <span class="num">29</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">                <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">                <span class="str">'nvars'</span><span class="op">:</span> <span class="num">2</span><span class="op">**</span><span class="num">6</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">                <span class="str">'direct_solver'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">                <span class="str">'lintol'</span><span class="op">:</span> <span class="num">1e-8</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">                <span class="str">'liniter'</span><span class="op">:</span> <span class="num">29</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">                <span class="str">'order'</span><span class="op">:</span> <span class="num">6</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_AC"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">:</span> <span class="num">1e-4</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'newton_maxiter'</span><span class="op">:</span> <span class="num">99</span><span class="op">,</span> <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-11</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">            <span class="com"># StepSizeLimiter: {'dt_min': self.get_Tend(problem=problem, num_procs=num_procs) / self.max_steps}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">stop_at_nan</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">crash</span> <span class="key">import</span> <span class="nam">StopAtNan</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">StopAtNan</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'thresh'</span><span class="op">:</span> <span class="num">1e20</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">crash</span> <span class="key">import</span> <span class="nam">StopAtMaxRuntime</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">        <span class="nam">max_runtime</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">            <span class="str">'run_vdp'</span><span class="op">:</span> <span class="num">60</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">            <span class="str">'run_Lorenz'</span><span class="op">:</span> <span class="num">60</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">            <span class="str">'run_Schroedinger'</span><span class="op">:</span> <span class="num">150</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">            <span class="str">'run_quench'</span><span class="op">:</span> <span class="num">150</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">StopAtMaxRuntime</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">            <span class="str">'max_runtime'</span><span class="op">:</span> <span class="nam">max_runtime</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span><span class="op">,</span> <span class="num">100</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">                <span class="key">return</span> <span class="num">12453</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">                <span class="key">return</span> <span class="num">4.3956128381594795e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t"><span class="str">        Get a custom description based on the problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t"><span class="str">            problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t"><span class="str">            dict: Custom description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_base_parameters</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">custom_description</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t"><span class="str">        Get a custom description based on the problem to run the fault stuff</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t"><span class="str">    Adaptivity as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t"><span class="str">            dict: Custom description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'*'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">Adaptivity</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">        <span class="key">return</span> <span class="str">r'$\Delta t$ adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fixable_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">maxiter</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t"><span class="str">        Here faults occurring in the last iteration cannot be fixed.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t"><span class="str">            maxiter (int): Max. iterations until convergence is declared</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t"><span class="str">            (list): Contains dictionaries of keyword arguments for `FaultStats.get_mask`</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">+=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">            <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">                <span class="str">'key'</span><span class="op">:</span> <span class="str">'iteration'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">                <span class="str">'op'</span><span class="op">:</span> <span class="str">'lt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">                <span class="str">'val'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t"><span class="key">class</span> <span class="nam">InexactBaseStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t"><span class="str">    Base class for inexact strategies.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">        <span class="nam">self</span><span class="op">,</span> <span class="nam">double_adaptivity</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">newton_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">linear_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">SDC_maxiter</span><span class="op">=</span><span class="num">16</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">    <span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="nam">kwargs</span> <span class="op">=</span> <span class="op">{</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span> <span class="str">'skip_residual_computation'</span><span class="op">:</span> <span class="str">'most'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">double_adaptivity</span> <span class="op">=</span> <span class="nam">double_adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">newton_inexactness</span> <span class="op">=</span> <span class="nam">newton_inexactness</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">linear_inexactness</span> <span class="op">=</span> <span class="nam">linear_inexactness</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">SDC_maxiter</span> <span class="op">=</span> <span class="nam">SDC_maxiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_controller_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="str">'all_to_done'</span><span class="op">:</span> <span class="key">True</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">inexactness</span> <span class="key">import</span> <span class="nam">NewtonInexactness</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">        <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">        <span class="nam">dt_slope_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">4e-6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">            <span class="com"># dt_max = 25</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">            <span class="com"># dt_slope_max = 4.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">                <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">            <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">            <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">            <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">            <span class="str">'dt_slope_max'</span><span class="op">:</span> <span class="nam">dt_slope_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">                <span class="key">return</span> <span class="num">3825</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">                <span class="key">return</span> <span class="num">1.3370376368393444e-05</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityRestartFirstStep</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="str">'teal'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivityRestartFirstStep'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t"><span class="str">        Add the other version of basic restarting.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">        <span class="nam">preconditioner</span> <span class="op">=</span> <span class="str">'MIN-SR-NS'</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_vdp'</span><span class="op">,</span> <span class="str">'run_Lorenz'</span><span class="op">]</span> <span class="key">else</span> <span class="str">'MIN-SR-S'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="nam">preconditioner</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">SDC_maxiter</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="num">1e-8</span><span class="op">,</span> <span class="str">'residual_type'</span><span class="op">:</span> <span class="str">'last_abs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">        <span class="nam">inexactness_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">            <span class="str">'min_tol'</span><span class="op">:</span> <span class="num">1e-12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">            <span class="str">'ratio'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">            <span class="str">'max_tol'</span><span class="op">:</span> <span class="num">1e-4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">            <span class="str">'use_e_tol'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">            <span class="str">'maxiter'</span><span class="op">:</span> <span class="num">15</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">newton_inexactness</span> <span class="key">and</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">            <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">                <span class="nam">inexactness_params</span><span class="op">[</span><span class="str">'ratio'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">                <span class="nam">inexactness_params</span><span class="op">[</span><span class="str">'min_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-11</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">                <span class="nam">inexactness_params</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">NewtonInexactness</span><span class="op">]</span> <span class="op">=</span> <span class="nam">inexactness_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_vdp'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'stop_at_nan'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">linear_inexactness</span> <span class="key">and</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_AC'</span><span class="op">,</span> <span class="str">'run_quench'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'inexact_linear_ratio'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">            <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_quench'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">                <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'direct_solver'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">                <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'liniter'</span><span class="op">]</span> <span class="op">=</span> <span class="num">9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">                <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'min_lintol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-11</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">29</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">            <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">desc</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t"><span class="key">class</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t"><span class="str">    Do a fixed iteration count</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'o'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'base'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'base'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'dt'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">        <span class="key">return</span> <span class="str">r'fixed'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">                <span class="key">return</span> <span class="num">12453</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">                <span class="key">return</span> <span class="num">4.3956128381594795e-06</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">            <span class="str">'restart_from_first_step'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">        <span class="key">return</span> <span class="str">f'{super().label} restart from first step'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptiveHotRodStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t"><span class="str">    Adaptivity + Hot Rod as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'.'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptive Hot Rod'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptive\nHot Rod'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">Adaptivity</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity and Hot Rod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t"><span class="str">            The custom description you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">hotrod</span> <span class="key">import</span> <span class="nam">HotRod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t"><span class="str">    Adaptivity as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'skip_residual_computation'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'all'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'*'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">Adaptivity</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">        <span class="key">return</span> <span class="str">r'$\Delta t$ adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_fixable_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">maxiter</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t"><span class="str">        Here faults occurring in the last iteration cannot be fixed.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t"><span class="str">            maxiter (int): Max. iterations until convergence is declared</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t"><span class="str">            (list): Contains dictionaries of keyword arguments for `FaultStats.get_mask`</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span> <span class="op">+=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">            <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">                <span class="str">'key'</span><span class="op">:</span> <span class="str">'iteration'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">                <span class="str">'op'</span><span class="op">:</span> <span class="str">'lt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">                <span class="str">'val'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">fixable</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">3e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">4</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">            <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">2e-6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptive Hot Rod for your problem. Please add one \</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t"><span class="str">to the strategy'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">        <span class="nam">no_storage</span> <span class="op">=</span> <span class="nam">num_procs</span> <span class="op">></span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">                <span class="nam">HotRod</span><span class="op">:</span> <span class="op">{</span><span class="str">'HotRod_tol'</span><span class="op">:</span> <span class="nam">HotRod_tol</span><span class="op">,</span> <span class="str">'no_storage'</span><span class="op">:</span> <span class="nam">no_storage</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">                <span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span> <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span> <span class="str">'embedded_error_flavor'</span><span class="op">:</span> <span class="str">'linearized'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">        <span class="nam">dt_slope_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">4e-6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-8</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">                <span class="str">'newton_tol'</span><span class="op">:</span> <span class="num">1e-9</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">                <span class="str">'lintol'</span><span class="op">:</span> <span class="num">1e-10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">                <span class="key">return</span> <span class="num">4466</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">                <span class="key">return</span> <span class="num">2.1455229857747504e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t"><span class="key">class</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t"><span class="str">    Iterate for as much as you want</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'most'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">2</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'v'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'iterate'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'iterate'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'restol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">        <span class="key">return</span> <span class="str">r'$k$ adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t"><span class="str">        Routine to get a custom description that allows for adaptive iteration counts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">                <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">99</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_AC"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">            <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">            <span class="str">'dt_slope_max'</span><span class="op">:</span> <span class="nam">dt_slope_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">StepSizeLimiter</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">            <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">                <span class="key">return</span> <span class="num">3825</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">                <span class="key">return</span> <span class="num">1.3370376368393444e-05</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t"><span class="str">            The custom description you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">        <span class="nam">restol</span> <span class="op">=</span> <span class="op">-</span><span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="op">-</span><span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.1e1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">2.3e-8</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">9e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">16e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">6.5e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t">                <span class="str">'I don\'t have a residual tolerance for your problem. Please add one to the \</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t"><span class="str">strategy'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">99</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t">            <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="nam">restol</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityRestartFirstStep</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="str">'teal'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivityRestartFirstStep'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t"><span class="str">        Add the other version of basic restarting.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">                <span class="key">return</span> <span class="num">8534</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">                <span class="key">return</span> <span class="num">0.0005961192269257065</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t"><span class="key">class</span> <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t"><span class="str">    Hot Rod as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'Hot Rod'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'Hot Rod'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'dt'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t"><span class="str">        Routine to get a custom description that adds Hot Rod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t"><span class="str">            The custom description you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">hotrod</span> <span class="key">import</span> <span class="nam">HotRod</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestartingNonMPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">            <span class="str">'restart_from_first_step'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t">        <span class="key">return</span> <span class="str">f'{super().label} restart from first step'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptiveHotRodStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t"><span class="str">    Adaptivity + Hot Rod as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'skip_residual_computation'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'all'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'.'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptive Hot Rod'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptive\nHot Rod'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">Adaptivity</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity and Hot Rod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t"><span class="str">            The custom description you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">hotrod</span> <span class="key">import</span> <span class="nam">HotRod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">3e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t">            <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">2e-6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptive Hot Rod for your problem. Please add one \</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t"><span class="str">to the strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">        <span class="nam">no_storage</span> <span class="op">=</span> <span class="nam">num_procs</span> <span class="op">></span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.800804e-04</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">9.329361e-05</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>  <span class="com"># 1 process</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.347949e-06</span>  <span class="com"># 5e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">            <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">7e-6</span> <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">></span> <span class="num">1</span> <span class="key">else</span> <span class="num">5e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">4</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">9.539348e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">3.201e-6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">7.720589e-07</span>  <span class="com"># 4e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">2.497697e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.910405e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">4.476790e-07</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.017534e-03</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.017534e-03</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">5.198620e-04</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for Hot Rod for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t">        <span class="nam">no_storage</span> <span class="op">=</span> <span class="key">False</span>  <span class="com"># num_procs > 1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t">                <span class="nam">HotRod</span><span class="op">:</span> <span class="op">{</span><span class="str">'HotRod_tol'</span><span class="op">:</span> <span class="nam">HotRod_tol</span><span class="op">,</span> <span class="str">'no_storage'</span><span class="op">:</span> <span class="nam">no_storage</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t">                <span class="nam">BasicRestartingNonMPI</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">                    <span class="str">'restart_from_first_step'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">                <span class="key">return</span> <span class="num">15230</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">                <span class="key">return</span> <span class="num">4.3956128381594795e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t"><span class="str">    Adaptivity based on collocation as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'most'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityCollocation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'*'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity_coll'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity collocation'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityCollocation</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">maxiter</span> <span class="op">=</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityCollocation</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t">                <span class="nam">HotRod</span><span class="op">:</span> <span class="op">{</span><span class="str">'HotRod_tol'</span><span class="op">:</span> <span class="nam">HotRod_tol</span><span class="op">,</span> <span class="str">'no_storage'</span><span class="op">:</span> <span class="nam">no_storage</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">                <span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span> <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span> <span class="str">'embedded_error_flavor'</span><span class="op">:</span> <span class="str">'linearized'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">                <span class="key">return</span> <span class="num">4466</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">                <span class="key">return</span> <span class="num">2.1455229857747504e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t"><span class="key">class</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t"><span class="str">    Iterate for as much as you want</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'skip_residual_computation'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'most'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">2</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'v'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'iterate'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'iterate'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'restol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t">        <span class="key">return</span> <span class="str">r'$k$ adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t"><span class="str">        Routine to get a custom description that allows for adaptive iteration counts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t"><span class="str">            The custom description you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t">        <span class="nam">restol</span> <span class="op">=</span> <span class="op">-</span><span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="op">-</span><span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">2.3e-8</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">9e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">16e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">6.5e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t">            <span class="nam">restol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t">                <span class="str">'I don\'t have a residual tolerance for your problem. Please add one to the \</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t"><span class="str">strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">99</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">            <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="nam">restol</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t">        <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">4e-6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t">            <span class="nam">dt_max</span> <span class="op">=</span> <span class="num">1e2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="nam">e_tol</span> <span class="op">/</span> <span class="num">10</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">            <span class="nam">AdaptivityCollocation</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">                <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">                <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">                <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">                <span class="str">'adaptive_coll_params'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationTypeStrategy</span><span class="op">(</span><span class="nam">AdaptivityCollocationStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'most'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'.'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t">            <span class="str">'quad_type'</span><span class="op">:</span> <span class="op">[</span><span class="str">'RADAU-RIGHT'</span><span class="op">,</span> <span class="str">'GAUSS'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t">            <span class="str">'do_coll_update'</span><span class="op">:</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity type'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">                <span class="key">return</span> <span class="num">8534</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t">                <span class="key">return</span> <span class="num">0.0005961192269257065</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t"><span class="key">class</span> <span class="nam">kAdaptivityStrategy</span><span class="op">(</span><span class="nam">IterateStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'dt'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'restol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'newton_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'lintol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">2.5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">                <span class="key">return</span> <span class="num">13241</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">                <span class="key">return</span> <span class="num">1.0505165626284452e-08</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">                <span class="key">return</span> <span class="num">2694</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">                <span class="key">return</span> <span class="num">2.1707816100224875e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationRefinementStrategy</span><span class="op">(</span><span class="nam">AdaptivityCollocationStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'most'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">            <span class="str">'num_nodes'</span><span class="op">:</span> <span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">            <span class="str">'quad_type'</span><span class="op">:</span> <span class="op">[</span><span class="str">'GAUSS'</span><span class="op">,</span> <span class="str">'RADAU-RIGHT'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">            <span class="str">'do_coll_update'</span><span class="op">:</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity refinement'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">                <span class="key">return</span> <span class="num">1881</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t">                <span class="key">return</span> <span class="num">3.3428689164005654e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationDerefinementStrategy</span><span class="op">(</span><span class="nam">AdaptivityCollocationStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'most'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">6</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity de-refinement'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t899" href="#t899">899</a></span><span class="t">                <span class="key">return</span> <span class="num">3421</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">                <span class="key">return</span> <span class="num">2.1130961994131336e-05</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t"><span class="key">class</span> <span class="nam">DIRKStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t"><span class="str">    DIRK4(3)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t"><span class="key">class</span> <span class="nam">HotRodStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t"><span class="str">    Hot Rod as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'skip_residual_computation'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'all'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'Hot Rod'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'Hot Rod'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'dt'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t"><span class="str">        Routine to get a custom description that adds Hot Rod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t"><span class="str">            The custom description you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">hotrod</span> <span class="key">import</span> <span class="nam">HotRod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestartingNonMPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.800804e-04</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">9.329361e-05</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>  <span class="com"># 1 process</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.347949e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t">            <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">7e-6</span> <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">></span> <span class="num">1</span> <span class="key">else</span> <span class="num">5e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">9.539348e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">3.201e-6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">7.720589e-07</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">2.497697e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.910405e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">4.476790e-07</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t">            <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">5</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.017534e-03</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t">            <span class="key">elif</span> <span class="nam">num_procs</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">1.017534e-03</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">                <span class="nam">HotRod_tol</span> <span class="op">=</span> <span class="num">5.198620e-04</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t">            <span class="nam">maxiter</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for Hot Rod for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t">        <span class="nam">no_storage</span> <span class="op">=</span> <span class="key">False</span>  <span class="com"># num_procs > 1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t899" href="#t899">899</a></span><span class="t">                <span class="nam">HotRod</span><span class="op">:</span> <span class="op">{</span><span class="str">'HotRod_tol'</span><span class="op">:</span> <span class="nam">HotRod_tol</span><span class="op">,</span> <span class="str">'no_storage'</span><span class="op">:</span> <span class="nam">no_storage</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">                <span class="nam">BasicRestartingNonMPI</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">                    <span class="str">'restart_from_first_step'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">maxiter</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t910" href="#t910">910</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t916" href="#t916">916</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">7</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'DIRK'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'DIRK4(3)'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t">        <span class="key">return</span> <span class="str">'DIRK4(3)'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t931" href="#t931">931</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t931" href="#t931">931</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t">                <span class="key">return</span> <span class="num">15230</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t">                <span class="key">return</span> <span class="num">4.3956128381594795e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t937" href="#t937">937</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t939" href="#t939">939</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t940" href="#t940">940</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t941" href="#t941">941</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t942" href="#t942">942</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t943" href="#t943">943</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">DIRK43</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t944" href="#t944">944</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t945" href="#t945">945</a></span><span class="t">        <span class="nam">adaptivity_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t946" href="#t946">946</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t947" href="#t947">947</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t948" href="#t948">948</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t949" href="#t949">949</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'sweeper_params'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t950" href="#t950">950</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t951" href="#t951">951</a></span><span class="t">        <span class="nam">rk_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t952" href="#t952">952</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t953" href="#t953">953</a></span><span class="t">            <span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">DIRK43</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t954" href="#t954">954</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t955" href="#t955">955</a></span><span class="t">                <span class="nam">AdaptivityRK</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t956" href="#t956">956</a></span><span class="t">                <span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t957" href="#t957">957</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">49</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t958" href="#t958">958</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t959" href="#t959">959</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t960" href="#t960">960</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t961" href="#t961">961</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t962" href="#t962">962</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t963" href="#t963">963</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">adaptivity_description</span><span class="op">,</span> <span class="nam">rk_params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t939" href="#t939">939</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationStrategy</span><span class="op">(</span><span class="nam">InexactBaseStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t940" href="#t940">940</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t941" href="#t941">941</a></span><span class="t"><span class="str">    Adaptivity based on collocation as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t942" href="#t942">942</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t943" href="#t943">943</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t944" href="#t944">944</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t945" href="#t945">945</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t946" href="#t946">946</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t947" href="#t947">947</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t948" href="#t948">948</a></span><span class="t">        <span class="nam">kwargs</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t949" href="#t949">949</a></span><span class="t">            <span class="str">'skip_residual_computation'</span><span class="op">:</span> <span class="str">'most'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t950" href="#t950">950</a></span><span class="t">            <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t951" href="#t951">951</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t952" href="#t952">952</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t953" href="#t953">953</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityCollocation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t954" href="#t954">954</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t955" href="#t955">955</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t956" href="#t956">956</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t957" href="#t957">957</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t958" href="#t958">958</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'*'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t959" href="#t959">959</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity_coll'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t960" href="#t960">960</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity collocation'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t961" href="#t961">961</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t962" href="#t962">962</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t963" href="#t963">963</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityCollocation</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t964" href="#t964">964</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t965" href="#t965">965</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t966" href="#t966">966</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t967" href="#t967">967</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t968" href="#t968">968</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t969" href="#t969">969</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t970" href="#t970">970</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t971" href="#t971">971</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t972" href="#t972">972</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t973" href="#t973">973</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t974" href="#t974">974</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t975" href="#t975">975</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t976" href="#t976">976</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t977" href="#t977">977</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t978" href="#t978">978</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t979" href="#t979">979</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t980" href="#t980">980</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t981" href="#t981">981</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t982" href="#t982">982</a></span><span class="t">                <span class="key">return</span> <span class="num">2168</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t983" href="#t983">983</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t984" href="#t984">984</a></span><span class="t">                <span class="key">return</span> <span class="num">0.00024166437265116247</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t985" href="#t985">985</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t986" href="#t986">986</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t987" href="#t987">987</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t988" href="#t988">988</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t989" href="#t989">989</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t990" href="#t990">990</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t991" href="#t991">991</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t992" href="#t992">992</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t993" href="#t993">993</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t994" href="#t994">994</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t995" href="#t995">995</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t996" href="#t996">996</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t997" href="#t997">997</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t998" href="#t998">998</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t999" href="#t999">999</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1000" href="#t1000">1000</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1001" href="#t1001">1001</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1002" href="#t1002">1002</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1003" href="#t1003">1003</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1004" href="#t1004">1004</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1005" href="#t1005">1005</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1006" href="#t1006">1006</a></span><span class="t"><span class="key">class</span> <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1007" href="#t1007">1007</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1008" href="#t1008">1008</a></span><span class="t"><span class="str">    ESDIRK5(3)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1009" href="#t1009">1009</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1010" href="#t1010">1010</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1011" href="#t1011">1011</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1012" href="#t1012">1012</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1013" href="#t1013">1013</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1014" href="#t1014">1014</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1015" href="#t1015">1015</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1016" href="#t1016">1016</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1017" href="#t1017">1017</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1018" href="#t1018">1018</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="str">'violet'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1019" href="#t1019">1019</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1020" href="#t1020">1020</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'ESDIRK'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1021" href="#t1021">1021</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'ESDIRK5(3)'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1022" href="#t1022">1022</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1023" href="#t1023">1023</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1024" href="#t1024">1024</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1025" href="#t1025">1025</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1026" href="#t1026">1026</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1027" href="#t1027">1027</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1028" href="#t1028">1028</a></span><span class="t">        <span class="key">return</span> <span class="str">'ESDIRK5(3)'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1029" href="#t1029">1029</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1030" href="#t1030">1030</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1031" href="#t1031">1031</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1032" href="#t1032">1032</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1033" href="#t1033">1033</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1034" href="#t1034">1034</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1035" href="#t1035">1035</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1036" href="#t1036">1036</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1037" href="#t1037">1037</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1038" href="#t1038">1038</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1039" href="#t1039">1039</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1040" href="#t1040">1040</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1041" href="#t1041">1041</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1042" href="#t1042">1042</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1043" href="#t1043">1043</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">ESDIRK53</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1044" href="#t1044">1044</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1045" href="#t1045">1045</a></span><span class="t">        <span class="nam">adaptivity_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1046" href="#t1046">1046</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1047" href="#t1047">1047</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1048" href="#t1048">1048</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1049" href="#t1049">1049</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'sweeper_params'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1050" href="#t1050">1050</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1051" href="#t1051">1051</a></span><span class="t">        <span class="nam">rk_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1052" href="#t1052">1052</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1053" href="#t1053">1053</a></span><span class="t">            <span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">ESDIRK53</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1054" href="#t1054">1054</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1055" href="#t1055">1055</a></span><span class="t">                <span class="nam">AdaptivityRK</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1056" href="#t1056">1056</a></span><span class="t">                <span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1057" href="#t1057">1057</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">49</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1058" href="#t1058">1058</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1059" href="#t1059">1059</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1060" href="#t1060">1060</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1061" href="#t1061">1061</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1062" href="#t1062">1062</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1063" href="#t1063">1063</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">adaptivity_description</span><span class="op">,</span> <span class="nam">rk_params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1064" href="#t1064">1064</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1065" href="#t1065">1065</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1066" href="#t1066">1066</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1067" href="#t1067">1067</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1068" href="#t1068">1068</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1069" href="#t1069">1069</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1070" href="#t1070">1070</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1071" href="#t1071">1071</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1072" href="#t1072">1072</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1073" href="#t1073">1073</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1074" href="#t1074">1074</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1075" href="#t1075">1075</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1076" href="#t1076">1076</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1077" href="#t1077">1077</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1078" href="#t1078">1078</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1079" href="#t1079">1079</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1080" href="#t1080">1080</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1081" href="#t1081">1081</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1082" href="#t1082">1082</a></span><span class="t">                <span class="key">return</span> <span class="num">1562</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1083" href="#t1083">1083</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1084" href="#t1084">1084</a></span><span class="t">                <span class="key">return</span> <span class="num">3.6982949243591356e-06</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1085" href="#t1085">1085</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1086" href="#t1086">1086</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1087" href="#t1087">1087</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1088" href="#t1088">1088</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1089" href="#t1089">1089</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1090" href="#t1090">1090</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t965" href="#t965">965</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t966" href="#t966">966</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t967" href="#t967">967</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t968" href="#t968">968</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t969" href="#t969">969</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t970" href="#t970">970</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t971" href="#t971">971</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t972" href="#t972">972</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t973" href="#t973">973</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t974" href="#t974">974</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t975" href="#t975">975</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t976" href="#t976">976</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityCollocation</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t977" href="#t977">977</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t978" href="#t978">978</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t979" href="#t979">979</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t980" href="#t980">980</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t981" href="#t981">981</a></span><span class="t">        <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t982" href="#t982">982</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t983" href="#t983">983</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t984" href="#t984">984</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t985" href="#t985">985</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t986" href="#t986">986</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t987" href="#t987">987</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t988" href="#t988">988</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t989" href="#t989">989</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t990" href="#t990">990</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t991" href="#t991">991</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t992" href="#t992">992</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t993" href="#t993">993</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">4e-6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t994" href="#t994">994</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t995" href="#t995">995</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t996" href="#t996">996</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t997" href="#t997">997</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t998" href="#t998">998</a></span><span class="t">            <span class="nam">dt_max</span> <span class="op">=</span> <span class="num">1e2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t999" href="#t999">999</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_AC"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1000" href="#t1000">1000</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1001" href="#t1001">1001</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1002" href="#t1002">1002</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1003" href="#t1003">1003</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1004" href="#t1004">1004</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1005" href="#t1005">1005</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1006" href="#t1006">1006</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1007" href="#t1007">1007</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1008" href="#t1008">1008</a></span><span class="t">            <span class="nam">AdaptivityCollocation</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1009" href="#t1009">1009</a></span><span class="t">                <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1010" href="#t1010">1010</a></span><span class="t">                <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1011" href="#t1011">1011</a></span><span class="t">                <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1012" href="#t1012">1012</a></span><span class="t">                <span class="str">'adaptive_coll_params'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1013" href="#t1013">1013</a></span><span class="t">                <span class="str">'restol_rel'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1014" href="#t1014">1014</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1015" href="#t1015">1015</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1016" href="#t1016">1016</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1017" href="#t1017">1017</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1018" href="#t1018">1018</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1019" href="#t1019">1019</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationTypeStrategy</span><span class="op">(</span><span class="nam">AdaptivityCollocationStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1020" href="#t1020">1020</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1021" href="#t1021">1021</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1022" href="#t1022">1022</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1023" href="#t1023">1023</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'.'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1024" href="#t1024">1024</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1025" href="#t1025">1025</a></span><span class="t">            <span class="str">'quad_type'</span><span class="op">:</span> <span class="op">[</span><span class="str">'RADAU-RIGHT'</span><span class="op">,</span> <span class="str">'GAUSS'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1026" href="#t1026">1026</a></span><span class="t">            <span class="str">'do_coll_update'</span><span class="op">:</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1027" href="#t1027">1027</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1028" href="#t1028">1028</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1029" href="#t1029">1029</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1030" href="#t1030">1030</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1031" href="#t1031">1031</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity type'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1032" href="#t1032">1032</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1033" href="#t1033">1033</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1034" href="#t1034">1034</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1035" href="#t1035">1035</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1036" href="#t1036">1036</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1037" href="#t1037">1037</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1038" href="#t1038">1038</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1039" href="#t1039">1039</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1040" href="#t1040">1040</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1041" href="#t1041">1041</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1042" href="#t1042">1042</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1043" href="#t1043">1043</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1044" href="#t1044">1044</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1045" href="#t1045">1045</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1046" href="#t1046">1046</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1047" href="#t1047">1047</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1048" href="#t1048">1048</a></span><span class="t">                <span class="key">return</span> <span class="num">1954</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1049" href="#t1049">1049</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1050" href="#t1050">1050</a></span><span class="t">                <span class="key">return</span> <span class="num">1.1341277847964903e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1051" href="#t1051">1051</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1052" href="#t1052">1052</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1053" href="#t1053">1053</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1054" href="#t1054">1054</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1055" href="#t1055">1055</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationRefinementStrategy</span><span class="op">(</span><span class="nam">AdaptivityCollocationStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1056" href="#t1056">1056</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1057" href="#t1057">1057</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1058" href="#t1058">1058</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1059" href="#t1059">1059</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1060" href="#t1060">1060</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1061" href="#t1061">1061</a></span><span class="t">            <span class="str">'num_nodes'</span><span class="op">:</span> <span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1062" href="#t1062">1062</a></span><span class="t">            <span class="str">'quad_type'</span><span class="op">:</span> <span class="op">[</span><span class="str">'GAUSS'</span><span class="op">,</span> <span class="str">'RADAU-RIGHT'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1063" href="#t1063">1063</a></span><span class="t">            <span class="str">'do_coll_update'</span><span class="op">:</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1064" href="#t1064">1064</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1065" href="#t1065">1065</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1066" href="#t1066">1066</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1067" href="#t1067">1067</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1068" href="#t1068">1068</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity refinement'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1069" href="#t1069">1069</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1070" href="#t1070">1070</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1071" href="#t1071">1071</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1072" href="#t1072">1072</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1073" href="#t1073">1073</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1074" href="#t1074">1074</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1075" href="#t1075">1075</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1076" href="#t1076">1076</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1077" href="#t1077">1077</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1078" href="#t1078">1078</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1079" href="#t1079">1079</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1080" href="#t1080">1080</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1081" href="#t1081">1081</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1082" href="#t1082">1082</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1083" href="#t1083">1083</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1084" href="#t1084">1084</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1085" href="#t1085">1085</a></span><span class="t">                <span class="key">return</span> <span class="num">1785</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1086" href="#t1086">1086</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1087" href="#t1087">1087</a></span><span class="t">                <span class="key">return</span> <span class="num">1.2448609458259874e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1088" href="#t1088">1088</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1089" href="#t1089">1089</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1090" href="#t1090">1090</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1091" href="#t1091">1091</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1092" href="#t1092">1092</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1093" href="#t1093">1093</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1094" href="#t1094">1094</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1095" href="#t1095">1095</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1096" href="#t1096">1096</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1097" href="#t1097">1097</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1098" href="#t1098">1098</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1099" href="#t1099">1099</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1100" href="#t1100">1100</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1101" href="#t1101">1101</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1092" href="#t1092">1092</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocationDerefinementStrategy</span><span class="op">(</span><span class="nam">AdaptivityCollocationStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1093" href="#t1093">1093</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1094" href="#t1094">1094</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1095" href="#t1095">1095</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">6</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1096" href="#t1096">1096</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1097" href="#t1097">1097</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1098" href="#t1098">1098</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1099" href="#t1099">1099</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1100" href="#t1100">1100</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1101" href="#t1101">1101</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity de-refinement'</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1102" href="#t1102">1102</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1103" href="#t1103">1103</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1104" href="#t1104">1104</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1105" href="#t1105">1105</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1106" href="#t1106">1106</a></span><span class="t"><span class="key">class</span> <span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">DIRKStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1107" href="#t1107">1107</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1108" href="#t1108">1108</a></span><span class="t"><span class="str">    Explicit embedded RK using Cash-Karp's method</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1109" href="#t1109">1109</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1110" href="#t1110">1110</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1111" href="#t1111">1111</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1112" href="#t1112">1112</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1113" href="#t1113">1113</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1114" href="#t1114">1114</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1115" href="#t1115">1115</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1116" href="#t1116">1116</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">9</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1117" href="#t1117">1117</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'x'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1118" href="#t1118">1118</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'ERK'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1119" href="#t1119">1119</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'ERK5(4)'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1120" href="#t1120">1120</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1121" href="#t1121">1121</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1122" href="#t1122">1122</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1123" href="#t1123">1123</a></span><span class="t">        <span class="key">return</span> <span class="str">'CP5(4)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1103" href="#t1103">1103</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1104" href="#t1104">1104</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1105" href="#t1105">1105</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1106" href="#t1106">1106</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1107" href="#t1107">1107</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1108" href="#t1108">1108</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1109" href="#t1109">1109</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1110" href="#t1110">1110</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1111" href="#t1111">1111</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1112" href="#t1112">1112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1113" href="#t1113">1113</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1114" href="#t1114">1114</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1115" href="#t1115">1115</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1116" href="#t1116">1116</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1117" href="#t1117">1117</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1118" href="#t1118">1118</a></span><span class="t">                <span class="key">return</span> <span class="num">2508</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1119" href="#t1119">1119</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1120" href="#t1120">1120</a></span><span class="t">                <span class="key">return</span> <span class="num">3.452255036812124e-05</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1121" href="#t1121">1121</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1122" href="#t1122">1122</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1123" href="#t1123">1123</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1124" href="#t1124">1124</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1125" href="#t1125">1125</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1126" href="#t1126">1126</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1127" href="#t1127">1127</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1128" href="#t1128">1128</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1129" href="#t1129">1129</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1130" href="#t1130">1130</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1131" href="#t1131">1131</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1132" href="#t1132">1132</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1133" href="#t1133">1133</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1134" href="#t1134">1134</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1135" href="#t1135">1135</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1136" href="#t1136">1136</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1137" href="#t1137">1137</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1138" href="#t1138">1138</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1139" href="#t1139">1139</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1140" href="#t1140">1140</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1141" href="#t1141">1141</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1142" href="#t1142">1142</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">Cash_Karp</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1143" href="#t1143">1143</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1144" href="#t1144">1144</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1145" href="#t1145">1145</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">Cash_Karp</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1146" href="#t1146">1146</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1147" href="#t1147">1147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1148" href="#t1148">1148</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1149" href="#t1149">1149</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1150" href="#t1150">1150</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1151" href="#t1151">1151</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1152" href="#t1152">1152</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1153" href="#t1153">1153</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1154" href="#t1154">1154</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1155" href="#t1155">1155</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1156" href="#t1156">1156</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1157" href="#t1157">1157</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1158" href="#t1158">1158</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1159" href="#t1159">1159</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1160" href="#t1160">1160</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1161" href="#t1161">1161</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1162" href="#t1162">1162</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1163" href="#t1163">1163</a></span><span class="t">                <span class="key">return</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1164" href="#t1164">1164</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1165" href="#t1165">1165</a></span><span class="t">                <span class="key">return</span> <span class="num">2.0606132165701396e-05</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1166" href="#t1166">1166</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1167" href="#t1167">1167</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1168" href="#t1168">1168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1125" href="#t1125">1125</a></span><span class="t"><span class="key">class</span> <span class="nam">DIRKStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1126" href="#t1126">1126</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1127" href="#t1127">1127</a></span><span class="t"><span class="str">    DIRK4(3)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1128" href="#t1128">1128</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1129" href="#t1129">1129</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1130" href="#t1130">1130</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1131" href="#t1131">1131</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1132" href="#t1132">1132</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1133" href="#t1133">1133</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1134" href="#t1134">1134</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1135" href="#t1135">1135</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1136" href="#t1136">1136</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1137" href="#t1137">1137</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">7</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1138" href="#t1138">1138</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1139" href="#t1139">1139</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'DIRK'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1140" href="#t1140">1140</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'DIRK4(3)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1141" href="#t1141">1141</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1142" href="#t1142">1142</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1143" href="#t1143">1143</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1144" href="#t1144">1144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1145" href="#t1145">1145</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1146" href="#t1146">1146</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1147" href="#t1147">1147</a></span><span class="t">        <span class="key">return</span> <span class="str">'DIRK4(3)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1148" href="#t1148">1148</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1149" href="#t1149">1149</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1150" href="#t1150">1150</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1151" href="#t1151">1151</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1152" href="#t1152">1152</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1153" href="#t1153">1153</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1154" href="#t1154">1154</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1155" href="#t1155">1155</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1156" href="#t1156">1156</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1157" href="#t1157">1157</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1158" href="#t1158">1158</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1159" href="#t1159">1159</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1160" href="#t1160">1160</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1161" href="#t1161">1161</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1162" href="#t1162">1162</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">DIRK43</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1163" href="#t1163">1163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1164" href="#t1164">1164</a></span><span class="t">        <span class="nam">adaptivity_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1165" href="#t1165">1165</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1166" href="#t1166">1166</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1167" href="#t1167">1167</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1168" href="#t1168">1168</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'sweeper_params'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1169" href="#t1169">1169</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1170" href="#t1170">1170</a></span><span class="t"><span class="key">class</span> <span class="nam">DoubleAdaptivityStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1171" href="#t1171">1171</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1172" href="#t1172">1172</a></span><span class="t"><span class="str">    Adaptivity based both on embedded estimate and on residual</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1173" href="#t1173">1173</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1174" href="#t1174">1174</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1175" href="#t1175">1175</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="str">'all'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1176" href="#t1176">1176</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1177" href="#t1177">1177</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1178" href="#t1178">1178</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1179" href="#t1179">1179</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1180" href="#t1180">1180</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1181" href="#t1181">1181</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">,</span> <span class="nam">skip_residual_computation</span><span class="op">=</span><span class="nam">skip_residual_computation</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1182" href="#t1182">1182</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">7</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1183" href="#t1183">1183</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1184" href="#t1184">1184</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'double_adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1185" href="#t1185">1185</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'double adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1186" href="#t1186">1186</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1187" href="#t1187">1187</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">Adaptivity</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1188" href="#t1188">1188</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_ratio</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1189" href="#t1189">1189</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1190" href="#t1190">1190</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1191" href="#t1191">1191</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1192" href="#t1192">1192</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1193" href="#t1193">1193</a></span><span class="t">        <span class="key">return</span> <span class="str">'double adaptivity'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1194" href="#t1194">1194</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1195" href="#t1195">1195</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1196" href="#t1196">1196</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1197" href="#t1197">1197</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1198" href="#t1198">1198</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1199" href="#t1199">1199</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1200" href="#t1200">1200</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1201" href="#t1201">1201</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1202" href="#t1202">1202</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1203" href="#t1203">1203</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1204" href="#t1204">1204</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1205" href="#t1205">1205</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1206" href="#t1206">1206</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityResidual</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1207" href="#t1207">1207</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1208" href="#t1208">1208</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1209" href="#t1209">1209</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1170" href="#t1170">1170</a></span><span class="t">        <span class="nam">rk_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1171" href="#t1171">1171</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1172" href="#t1172">1172</a></span><span class="t">            <span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">DIRK43</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1173" href="#t1173">1173</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1174" href="#t1174">1174</a></span><span class="t">                <span class="nam">AdaptivityRK</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1175" href="#t1175">1175</a></span><span class="t">                <span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1176" href="#t1176">1176</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">49</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1177" href="#t1177">1177</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1178" href="#t1178">1178</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1179" href="#t1179">1179</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1180" href="#t1180">1180</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1181" href="#t1181">1181</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1182" href="#t1182">1182</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">adaptivity_description</span><span class="op">,</span> <span class="nam">rk_params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1183" href="#t1183">1183</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1184" href="#t1184">1184</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1185" href="#t1185">1185</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1186" href="#t1186">1186</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1187" href="#t1187">1187</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1188" href="#t1188">1188</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1189" href="#t1189">1189</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1190" href="#t1190">1190</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1191" href="#t1191">1191</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1192" href="#t1192">1192</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1193" href="#t1193">1193</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1194" href="#t1194">1194</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1195" href="#t1195">1195</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1196" href="#t1196">1196</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1197" href="#t1197">1197</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1198" href="#t1198">1198</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1199" href="#t1199">1199</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1200" href="#t1200">1200</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1201" href="#t1201">1201</a></span><span class="t">                <span class="key">return</span> <span class="num">2168</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1202" href="#t1202">1202</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1203" href="#t1203">1203</a></span><span class="t">                <span class="key">return</span> <span class="num">0.00024166437265116247</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1204" href="#t1204">1204</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1205" href="#t1205">1205</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1206" href="#t1206">1206</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1207" href="#t1207">1207</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1208" href="#t1208">1208</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1209" href="#t1209">1209</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1210" href="#t1210">1210</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1211" href="#t1211">1211</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1212" href="#t1212">1212</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1213" href="#t1213">1213</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1214" href="#t1214">1214</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">*</span> <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_ratio</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1215" href="#t1215">1215</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">AdaptivityResidual</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1216" href="#t1216">1216</a></span><span class="t">            <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1217" href="#t1217">1217</a></span><span class="t">            <span class="str">'allowed_modifications'</span><span class="op">:</span> <span class="op">[</span><span class="str">'decrease'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1218" href="#t1218">1218</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1219" href="#t1219">1219</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1220" href="#t1220">1220</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1221" href="#t1221">1221</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1222" href="#t1222">1222</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1211" href="#t1211">1211</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1212" href="#t1212">1212</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1213" href="#t1213">1213</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1214" href="#t1214">1214</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1215" href="#t1215">1215</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1216" href="#t1216">1216</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1217" href="#t1217">1217</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1218" href="#t1218">1218</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1219" href="#t1219">1219</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1220" href="#t1220">1220</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1221" href="#t1221">1221</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1222" href="#t1222">1222</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1223" href="#t1223">1223</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1224" href="#t1224">1224</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1225" href="#t1225">1225</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1226" href="#t1226">1226</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1227" href="#t1227">1227</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1228" href="#t1228">1228</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1224" href="#t1224">1224</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1225" href="#t1225">1225</a></span><span class="t"><span class="key">class</span> <span class="nam">ARKStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1226" href="#t1226">1226</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1227" href="#t1227">1227</a></span><span class="t"><span class="str">    ARK5(4)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1228" href="#t1228">1228</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1229" href="#t1229">1229</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1230" href="#t1230">1230</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1231" href="#t1231">1231</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1232" href="#t1232">1232</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1233" href="#t1233">1233</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1234" href="#t1234">1234</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1230" href="#t1230">1230</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1231" href="#t1231">1231</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1232" href="#t1232">1232</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1233" href="#t1233">1233</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1234" href="#t1234">1234</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1235" href="#t1235">1235</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1236" href="#t1236">1236</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1237" href="#t1237">1237</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1238" href="#t1238">1238</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1239" href="#t1239">1239</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1240" href="#t1240">1240</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1241" href="#t1241">1241</a></span><span class="t">                <span class="key">return</span> <span class="num">3825</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1242" href="#t1242">1242</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1243" href="#t1243">1243</a></span><span class="t">                <span class="key">return</span> <span class="num">1.3370376368393444e-05</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1236" href="#t1236">1236</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1237" href="#t1237">1237</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">7</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1238" href="#t1238">1238</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'P'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1239" href="#t1239">1239</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'ARK'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1240" href="#t1240">1240</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'ARK5(4)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1241" href="#t1241">1241</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1242" href="#t1242">1242</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1243" href="#t1243">1243</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e5</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1244" href="#t1244">1244</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1245" href="#t1245">1245</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1246" href="#t1246">1246</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1247" href="#t1247">1247</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1248" href="#t1248">1248</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityAvoidRestartsStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1249" href="#t1249">1249</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1250" href="#t1250">1250</a></span><span class="t"><span class="str">    Adaptivity with the avoid restarts option</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1251" href="#t1251">1251</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1245" href="#t1245">1245</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1246" href="#t1246">1246</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1247" href="#t1247">1247</a></span><span class="t">        <span class="key">return</span> <span class="str">'ARK5(4)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1248" href="#t1248">1248</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1249" href="#t1249">1249</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1250" href="#t1250">1250</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1251" href="#t1251">1251</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1252" href="#t1252">1252</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1253" href="#t1253">1253</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1254" href="#t1254">1254</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1255" href="#t1255">1255</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity (avoid restarts)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1253" href="#t1253">1253</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1254" href="#t1254">1254</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1255" href="#t1255">1255</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1256" href="#t1256">1256</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1257" href="#t1257">1257</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1258" href="#t1258">1258</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1259" href="#t1259">1259</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1260" href="#t1260">1260</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1261" href="#t1261">1261</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1262" href="#t1262">1262</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1263" href="#t1263">1263</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1264" href="#t1264">1264</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1265" href="#t1265">1265</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1266" href="#t1266">1266</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1267" href="#t1267">1267</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1268" href="#t1268">1268</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1269" href="#t1269">1269</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1270" href="#t1270">1270</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1271" href="#t1271">1271</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1272" href="#t1272">1272</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1273" href="#t1273">1273</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'avoid_restarts'</span><span class="op">]</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1274" href="#t1274">1274</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1275" href="#t1275">1275</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1276" href="#t1276">1276</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1277" href="#t1277">1277</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1278" href="#t1278">1278</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1279" href="#t1279">1279</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1280" href="#t1280">1280</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1281" href="#t1281">1281</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1282" href="#t1282">1282</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1283" href="#t1283">1283</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1284" href="#t1284">1284</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1285" href="#t1285">1285</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1286" href="#t1286">1286</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1287" href="#t1287">1287</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1288" href="#t1288">1288</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1289" href="#t1289">1289</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1290" href="#t1290">1290</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1291" href="#t1291">1291</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1292" href="#t1292">1292</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1293" href="#t1293">1293</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1294" href="#t1294">1294</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1295" href="#t1295">1295</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1296" href="#t1296">1296</a></span><span class="t">                <span class="key">return</span> <span class="num">2955</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1297" href="#t1297">1297</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1298" href="#t1298">1298</a></span><span class="t">                <span class="key">return</span> <span class="num">5.274015506540053e-07</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1299" href="#t1299">1299</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1300" href="#t1300">1300</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1301" href="#t1301">1301</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1302" href="#t1302">1302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1303" href="#t1303">1303</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityInterpolationStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1304" href="#t1304">1304</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1305" href="#t1305">1305</a></span><span class="t"><span class="str">    Adaptivity with interpolation between restarts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1306" href="#t1306">1306</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1257" href="#t1257">1257</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1258" href="#t1258">1258</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1259" href="#t1259">1259</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1260" href="#t1260">1260</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1261" href="#t1261">1261</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1262" href="#t1262">1262</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">ARK548L2SA</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1263" href="#t1263">1263</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1264" href="#t1264">1264</a></span><span class="t">        <span class="nam">adaptivity_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1265" href="#t1265">1265</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1266" href="#t1266">1266</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">/</span> <span class="num">20.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1267" href="#t1267">1267</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1268" href="#t1268">1268</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'sweeper_params'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1269" href="#t1269">1269</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1270" href="#t1270">1270</a></span><span class="t">        <span class="nam">rk_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1271" href="#t1271">1271</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1272" href="#t1272">1272</a></span><span class="t">            <span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">ARK548L2SA</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1273" href="#t1273">1273</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1274" href="#t1274">1274</a></span><span class="t">                <span class="nam">AdaptivityRK</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1275" href="#t1275">1275</a></span><span class="t">                <span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1276" href="#t1276">1276</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">49</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1277" href="#t1277">1277</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1278" href="#t1278">1278</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1279" href="#t1279">1279</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1280" href="#t1280">1280</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1281" href="#t1281">1281</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1282" href="#t1282">1282</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">adaptivity_description</span><span class="op">,</span> <span class="nam">rk_params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1283" href="#t1283">1283</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1284" href="#t1284">1284</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1285" href="#t1285">1285</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1286" href="#t1286">1286</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1287" href="#t1287">1287</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1288" href="#t1288">1288</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1289" href="#t1289">1289</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1290" href="#t1290">1290</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1291" href="#t1291">1291</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1292" href="#t1292">1292</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1293" href="#t1293">1293</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1294" href="#t1294">1294</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1295" href="#t1295">1295</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1296" href="#t1296">1296</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1297" href="#t1297">1297</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1298" href="#t1298">1298</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1299" href="#t1299">1299</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1300" href="#t1300">1300</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1301" href="#t1301">1301</a></span><span class="t">                <span class="key">return</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1302" href="#t1302">1302</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1303" href="#t1303">1303</a></span><span class="t">                <span class="key">return</span> <span class="num">2.444605657738645e-07</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1304" href="#t1304">1304</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1305" href="#t1305">1305</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1306" href="#t1306">1306</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1307" href="#t1307">1307</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1308" href="#t1308">1308</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1309" href="#t1309">1309</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1310" href="#t1310">1310</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity+interpolation'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1311" href="#t1311">1311</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1312" href="#t1312">1312</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1313" href="#t1313">1313</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1314" href="#t1314">1314</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1315" href="#t1315">1315</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1316" href="#t1316">1316</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1317" href="#t1317">1317</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1318" href="#t1318">1318</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1319" href="#t1319">1319</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1320" href="#t1320">1320</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1321" href="#t1321">1321</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1322" href="#t1322">1322</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1323" href="#t1323">1323</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1324" href="#t1324">1324</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1325" href="#t1325">1325</a></span><span class="t">            <span class="nam">InterpolateBetweenRestarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1326" href="#t1326">1326</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1327" href="#t1327">1327</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1328" href="#t1328">1328</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1329" href="#t1329">1329</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1330" href="#t1330">1330</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1331" href="#t1331">1331</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'avoid_restarts'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1332" href="#t1332">1332</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">InterpolateBetweenRestarts</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1333" href="#t1333">1333</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1334" href="#t1334">1334</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1335" href="#t1335">1335</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1336" href="#t1336">1336</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1308" href="#t1308">1308</a></span><span class="t"><span class="key">class</span> <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1309" href="#t1309">1309</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1310" href="#t1310">1310</a></span><span class="t"><span class="str">    ESDIRK5(3)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1311" href="#t1311">1311</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1312" href="#t1312">1312</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1313" href="#t1313">1313</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1314" href="#t1314">1314</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1315" href="#t1315">1315</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1316" href="#t1316">1316</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1317" href="#t1317">1317</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1318" href="#t1318">1318</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1319" href="#t1319">1319</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1320" href="#t1320">1320</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="str">'violet'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1321" href="#t1321">1321</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1322" href="#t1322">1322</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'ESDIRK'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1323" href="#t1323">1323</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'ESDIRK5(3)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1324" href="#t1324">1324</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1325" href="#t1325">1325</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1326" href="#t1326">1326</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">max_steps</span> <span class="op">=</span> <span class="num">1e5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1327" href="#t1327">1327</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1328" href="#t1328">1328</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1329" href="#t1329">1329</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1330" href="#t1330">1330</a></span><span class="t">        <span class="key">return</span> <span class="str">'ESDIRK5(3)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1331" href="#t1331">1331</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1332" href="#t1332">1332</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_description_for_tolerance</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">param</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1333" href="#t1333">1333</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1334" href="#t1334">1334</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1335" href="#t1335">1335</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'lintol'</span><span class="op">:</span> <span class="nam">param</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1336" href="#t1336">1336</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1337" href="#t1337">1337</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1338" href="#t1338">1338</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1339" href="#t1339">1339</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1340" href="#t1340">1340</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1341" href="#t1341">1341</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1342" href="#t1342">1342</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1343" href="#t1343">1343</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1344" href="#t1344">1344</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1345" href="#t1345">1345</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1346" href="#t1346">1346</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1347" href="#t1347">1347</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1348" href="#t1348">1348</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1349" href="#t1349">1349</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1350" href="#t1350">1350</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1351" href="#t1351">1351</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1352" href="#t1352">1352</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1353" href="#t1353">1353</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1354" href="#t1354">1354</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1355" href="#t1355">1355</a></span><span class="t">                <span class="key">return</span> <span class="num">6659</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1356" href="#t1356">1356</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1357" href="#t1357">1357</a></span><span class="t">                <span class="key">return</span> <span class="num">2.9780002756552015e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1338" href="#t1338">1338</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1339" href="#t1339">1339</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1340" href="#t1340">1340</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1341" href="#t1341">1341</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1342" href="#t1342">1342</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1343" href="#t1343">1343</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1344" href="#t1344">1344</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1345" href="#t1345">1345</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1346" href="#t1346">1346</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1347" href="#t1347">1347</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1348" href="#t1348">1348</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1349" href="#t1349">1349</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityRK</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1350" href="#t1350">1350</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1351" href="#t1351">1351</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">ESDIRK53</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1352" href="#t1352">1352</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1353" href="#t1353">1353</a></span><span class="t">        <span class="nam">adaptivity_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1354" href="#t1354">1354</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1355" href="#t1355">1355</a></span><span class="t">        <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1356" href="#t1356">1356</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1357" href="#t1357">1357</a></span><span class="t">        <span class="nam">adaptivity_description</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="str">'sweeper_params'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1358" href="#t1358">1358</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1359" href="#t1359">1359</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1359" href="#t1359">1359</a></span><span class="t">        <span class="nam">mod</span> <span class="op">=</span> <span class="num">1e1</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span> <span class="key">else</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1360" href="#t1360">1360</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1361" href="#t1361">1361</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1362" href="#t1362">1362</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityExtrapolationWithinQStrategy</span><span class="op">(</span><span class="nam">Strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1363" href="#t1363">1363</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1364" href="#t1364">1364</a></span><span class="t"><span class="str">    Adaptivity based on extrapolation between collocation nodes as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1365" href="#t1365">1365</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1366" href="#t1366">1366</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1367" href="#t1367">1367</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1368" href="#t1368">1368</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1369" href="#t1369">1369</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1370" href="#t1370">1370</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1371" href="#t1371">1371</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityExtrapolationWithinQ</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1361" href="#t1361">1361</a></span><span class="t">        <span class="nam">rk_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1362" href="#t1362">1362</a></span><span class="t">            <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1363" href="#t1363">1363</a></span><span class="t">            <span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">ESDIRK53</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1364" href="#t1364">1364</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1365" href="#t1365">1365</a></span><span class="t">                <span class="nam">AdaptivityRK</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span> <span class="op">*</span> <span class="nam">mod</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1366" href="#t1366">1366</a></span><span class="t">                <span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1367" href="#t1367">1367</a></span><span class="t">                    <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">49</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1368" href="#t1368">1368</a></span><span class="t">                    <span class="str">'crash_after_max_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1369" href="#t1369">1369</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1370" href="#t1370">1370</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1371" href="#t1371">1371</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1372" href="#t1372">1372</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1373" href="#t1373">1373</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">useMPI</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1374" href="#t1374">1374</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">8</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1375" href="#t1375">1375</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'*'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1376" href="#t1376">1376</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity_extraQ'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1377" href="#t1377">1377</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity Q'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1378" href="#t1378">1378</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1379" href="#t1379">1379</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1380" href="#t1380">1380</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityExtrapolationWithinQ</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1381" href="#t1381">1381</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1382" href="#t1382">1382</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">maxiter</span> <span class="op">=</span> <span class="num">99</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1383" href="#t1383">1383</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1384" href="#t1384">1384</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1385" href="#t1385">1385</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1386" href="#t1386">1386</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1387" href="#t1387">1387</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1388" href="#t1388">1388</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1389" href="#t1389">1389</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1390" href="#t1390">1390</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1391" href="#t1391">1391</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1392" href="#t1392">1392</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1393" href="#t1393">1393</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1394" href="#t1394">1394</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1395" href="#t1395">1395</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityExtrapolationWithinQ</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1396" href="#t1396">1396</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1397" href="#t1397">1397</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1398" href="#t1398">1398</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1399" href="#t1399">1399</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1400" href="#t1400">1400</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1401" href="#t1401">1401</a></span><span class="t">        <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1402" href="#t1402">1402</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1403" href="#t1403">1403</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1404" href="#t1404">1404</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1405" href="#t1405">1405</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1406" href="#t1406">1406</a></span><span class="t">        <span class="com"># elif problem.__name__ == "run_piline":</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1407" href="#t1407">1407</a></span><span class="t">        <span class="com">#     e_tol = 1e-7</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1408" href="#t1408">1408</a></span><span class="t">        <span class="com">#     dt_min = 1e-2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1409" href="#t1409">1409</a></span><span class="t">        <span class="com"># elif problem.__name__ == "run_Lorenz":</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1410" href="#t1410">1410</a></span><span class="t">        <span class="com">#     e_tol = 2e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1411" href="#t1411">1411</a></span><span class="t">        <span class="com">#     dt_min = 1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1412" href="#t1412">1412</a></span><span class="t">        <span class="com"># elif problem.__name__ == "run_Schroedinger":</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1413" href="#t1413">1413</a></span><span class="t">        <span class="com">#     e_tol = 4e-6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1414" href="#t1414">1414</a></span><span class="t">        <span class="com">#     dt_min = 1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1415" href="#t1415">1415</a></span><span class="t">        <span class="com"># elif problem.__name__ == "run_quench":</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1416" href="#t1416">1416</a></span><span class="t">        <span class="com">#     e_tol = 1e-5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1417" href="#t1417">1417</a></span><span class="t">        <span class="com">#     dt_min = 1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1418" href="#t1418">1418</a></span><span class="t">        <span class="com">#     dt_max = 1e2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1419" href="#t1419">1419</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1420" href="#t1420">1420</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1421" href="#t1421">1421</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1422" href="#t1422">1422</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1423" href="#t1423">1423</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1424" href="#t1424">1424</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1425" href="#t1425">1425</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">,</span> <span class="str">'run_quench'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1426" href="#t1426">1426</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order</span> <span class="key">import</span> <span class="nam">imex_1st_order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1427" href="#t1427">1427</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1428" href="#t1428">1428</a></span><span class="t">            <span class="nam">sweeper_class</span> <span class="op">=</span> <span class="nam">imex_1st_order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1429" href="#t1429">1429</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1430" href="#t1430">1430</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit</span> <span class="key">import</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1431" href="#t1431">1431</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1432" href="#t1432">1432</a></span><span class="t">            <span class="nam">sweeper_class</span> <span class="op">=</span> <span class="nam">generic_implicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1433" href="#t1433">1433</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1434" href="#t1434">1434</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="nam">e_tol</span> <span class="op">/</span> <span class="num">10</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1435" href="#t1435">1435</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1436" href="#t1436">1436</a></span><span class="t">            <span class="nam">AdaptivityExtrapolationWithinQ</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1437" href="#t1437">1437</a></span><span class="t">                <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1438" href="#t1438">1438</a></span><span class="t">                <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1439" href="#t1439">1439</a></span><span class="t">                <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1440" href="#t1440">1440</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1441" href="#t1441">1441</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1442" href="#t1442">1442</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sweeper_class</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1443" href="#t1443">1443</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1373" href="#t1373">1373</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">adaptivity_description</span><span class="op">,</span> <span class="nam">rk_params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1374" href="#t1374">1374</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1375" href="#t1375">1375</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1376" href="#t1376">1376</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1377" href="#t1377">1377</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1378" href="#t1378">1378</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1379" href="#t1379">1379</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1380" href="#t1380">1380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1381" href="#t1381">1381</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1382" href="#t1382">1382</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1383" href="#t1383">1383</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1384" href="#t1384">1384</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1385" href="#t1385">1385</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1386" href="#t1386">1386</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1387" href="#t1387">1387</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1388" href="#t1388">1388</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1389" href="#t1389">1389</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1390" href="#t1390">1390</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1391" href="#t1391">1391</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1392" href="#t1392">1392</a></span><span class="t">                <span class="key">return</span> <span class="num">1562</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1393" href="#t1393">1393</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1394" href="#t1394">1394</a></span><span class="t">                <span class="key">return</span> <span class="num">3.6982949243591356e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1395" href="#t1395">1395</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1396" href="#t1396">1396</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1397" href="#t1397">1397</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1398" href="#t1398">1398</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1399" href="#t1399">1399</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1400" href="#t1400">1400</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1401" href="#t1401">1401</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1402" href="#t1402">1402</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1403" href="#t1403">1403</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1404" href="#t1404">1404</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1405" href="#t1405">1405</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1406" href="#t1406">1406</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1407" href="#t1407">1407</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1408" href="#t1408">1408</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1409" href="#t1409">1409</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1410" href="#t1410">1410</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1411" href="#t1411">1411</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1412" href="#t1412">1412</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1413" href="#t1413">1413</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1414" href="#t1414">1414</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1415" href="#t1415">1415</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1416" href="#t1416">1416</a></span><span class="t"><span class="key">class</span> <span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">DIRKStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1417" href="#t1417">1417</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1418" href="#t1418">1418</a></span><span class="t"><span class="str">    Explicit embedded RK using Cash-Karp's method</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1419" href="#t1419">1419</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1420" href="#t1420">1420</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1421" href="#t1421">1421</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1422" href="#t1422">1422</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1423" href="#t1423">1423</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1424" href="#t1424">1424</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1425" href="#t1425">1425</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1426" href="#t1426">1426</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">8</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1427" href="#t1427">1427</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'x'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1428" href="#t1428">1428</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'ERK'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1429" href="#t1429">1429</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'ERK5(4)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1430" href="#t1430">1430</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1431" href="#t1431">1431</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_description_for_tolerance</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">param</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1432" href="#t1432">1432</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1433" href="#t1433">1433</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1434" href="#t1434">1434</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'lintol'</span><span class="op">:</span> <span class="nam">param</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1435" href="#t1435">1435</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1436" href="#t1436">1436</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1437" href="#t1437">1437</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1438" href="#t1438">1438</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1439" href="#t1439">1439</a></span><span class="t">        <span class="key">return</span> <span class="str">'CP5(4)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1440" href="#t1440">1440</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1441" href="#t1441">1441</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1442" href="#t1442">1442</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1443" href="#t1443">1443</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1444" href="#t1444">1444</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1445" href="#t1445">1445</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1446" href="#t1446">1446</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1447" href="#t1447">1447</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1445" href="#t1445">1445</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1446" href="#t1446">1446</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1447" href="#t1447">1447</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1448" href="#t1448">1448</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1449" href="#t1449">1449</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1450" href="#t1450">1450</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1451" href="#t1451">1451</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1452" href="#t1452">1452</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1453" href="#t1453">1453</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1449" href="#t1449">1449</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1450" href="#t1450">1450</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1451" href="#t1451">1451</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1452" href="#t1452">1452</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1453" href="#t1453">1453</a></span><span class="t">        <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'min_node'</span><span class="op">]</span> <span class="op">=</span> <span class="num">7</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1454" href="#t1454">1454</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1455" href="#t1455">1455</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1456" href="#t1456">1456</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1457" href="#t1457">1457</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1458" href="#t1458">1458</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1459" href="#t1459">1459</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1460" href="#t1460">1460</a></span><span class="t">                <span class="key">return</span> <span class="num">3443</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1461" href="#t1461">1461</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t1462" href="#t1462">1462</a></span><span class="t">                <span class="key">return</span> <span class="num">4.929282266752377e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1455" href="#t1455">1455</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1456" href="#t1456">1456</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1457" href="#t1457">1457</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1458" href="#t1458">1458</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">Runge_Kutta</span> <span class="key">import</span> <span class="nam">Cash_Karp</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1459" href="#t1459">1459</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1460" href="#t1460">1460</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1461" href="#t1461">1461</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">Cash_Karp</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1462" href="#t1462">1462</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1463" href="#t1463">1463</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1464" href="#t1464">1464</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1464" href="#t1464">1464</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1465" href="#t1465">1465</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1466" href="#t1466">1466</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1467" href="#t1467">1467</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1468" href="#t1468">1468</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1469" href="#t1469">1469</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1470" href="#t1470">1470</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1471" href="#t1471">1471</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1472" href="#t1472">1472</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1473" href="#t1473">1473</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1474" href="#t1474">1474</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1475" href="#t1475">1475</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1476" href="#t1476">1476</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1477" href="#t1477">1477</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1478" href="#t1478">1478</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1479" href="#t1479">1479</a></span><span class="t">                <span class="key">return</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1480" href="#t1480">1480</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1481" href="#t1481">1481</a></span><span class="t">                <span class="key">return</span> <span class="num">2.0606132165701396e-05</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1482" href="#t1482">1482</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1483" href="#t1483">1483</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1484" href="#t1484">1484</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1485" href="#t1485">1485</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1486" href="#t1486">1486</a></span><span class="t"><span class="key">class</span> <span class="nam">DoubleAdaptivityStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1487" href="#t1487">1487</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1488" href="#t1488">1488</a></span><span class="t"><span class="str">    Adaptivity based both on embedded estimate and on residual</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1489" href="#t1489">1489</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1490" href="#t1490">1490</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1491" href="#t1491">1491</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1492" href="#t1492">1492</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1493" href="#t1493">1493</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1494" href="#t1494">1494</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1495" href="#t1495">1495</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1496" href="#t1496">1496</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1497" href="#t1497">1497</a></span><span class="t">        <span class="nam">kwargs</span><span class="op">[</span><span class="str">'skip_residual_computation'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'all'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1498" href="#t1498">1498</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1499" href="#t1499">1499</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">7</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1500" href="#t1500">1500</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'^'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1501" href="#t1501">1501</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'double_adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1502" href="#t1502">1502</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'double adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1503" href="#t1503">1503</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1504" href="#t1504">1504</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">Adaptivity</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1505" href="#t1505">1505</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_ratio</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1506" href="#t1506">1506</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1507" href="#t1507">1507</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1508" href="#t1508">1508</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1509" href="#t1509">1509</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1510" href="#t1510">1510</a></span><span class="t">        <span class="key">return</span> <span class="str">'double adaptivity'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1511" href="#t1511">1511</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1512" href="#t1512">1512</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1513" href="#t1513">1513</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1514" href="#t1514">1514</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1515" href="#t1515">1515</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1516" href="#t1516">1516</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1517" href="#t1517">1517</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1518" href="#t1518">1518</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1519" href="#t1519">1519</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1520" href="#t1520">1520</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1521" href="#t1521">1521</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1522" href="#t1522">1522</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1523" href="#t1523">1523</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityResidual</span><span class="op">,</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1524" href="#t1524">1524</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1525" href="#t1525">1525</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1526" href="#t1526">1526</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1527" href="#t1527">1527</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1528" href="#t1528">1528</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1529" href="#t1529">1529</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1530" href="#t1530">1530</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1531" href="#t1531">1531</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">*</span> <span class="nam">self</span><span class="op">.</span><span class="nam">residual_e_tol_ratio</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1532" href="#t1532">1532</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">AdaptivityResidual</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1533" href="#t1533">1533</a></span><span class="t">            <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1534" href="#t1534">1534</a></span><span class="t">            <span class="str">'allowed_modifications'</span><span class="op">:</span> <span class="op">[</span><span class="str">'decrease'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1535" href="#t1535">1535</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1536" href="#t1536">1536</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1537" href="#t1537">1537</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1538" href="#t1538">1538</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1539" href="#t1539">1539</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1540" href="#t1540">1540</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1541" href="#t1541">1541</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1542" href="#t1542">1542</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1543" href="#t1543">1543</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1544" href="#t1544">1544</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1545" href="#t1545">1545</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1546" href="#t1546">1546</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1547" href="#t1547">1547</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1548" href="#t1548">1548</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1549" href="#t1549">1549</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1550" href="#t1550">1550</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1551" href="#t1551">1551</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1552" href="#t1552">1552</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1553" href="#t1553">1553</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1554" href="#t1554">1554</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1555" href="#t1555">1555</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1556" href="#t1556">1556</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1557" href="#t1557">1557</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1558" href="#t1558">1558</a></span><span class="t">                <span class="key">return</span> <span class="num">3825</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1559" href="#t1559">1559</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1560" href="#t1560">1560</a></span><span class="t">                <span class="key">return</span> <span class="num">1.3370376368393444e-05</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1561" href="#t1561">1561</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1562" href="#t1562">1562</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1563" href="#t1563">1563</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1564" href="#t1564">1564</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1565" href="#t1565">1565</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityAvoidRestartsStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1566" href="#t1566">1566</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1567" href="#t1567">1567</a></span><span class="t"><span class="str">    Adaptivity with the avoid restarts option</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1568" href="#t1568">1568</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1569" href="#t1569">1569</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1570" href="#t1570">1570</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1571" href="#t1571">1571</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1572" href="#t1572">1572</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity (avoid restarts)'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1573" href="#t1573">1573</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1574" href="#t1574">1574</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1575" href="#t1575">1575</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1576" href="#t1576">1576</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1577" href="#t1577">1577</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1578" href="#t1578">1578</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1579" href="#t1579">1579</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1580" href="#t1580">1580</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1581" href="#t1581">1581</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1582" href="#t1582">1582</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1583" href="#t1583">1583</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1584" href="#t1584">1584</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1585" href="#t1585">1585</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1586" href="#t1586">1586</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1587" href="#t1587">1587</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1588" href="#t1588">1588</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1589" href="#t1589">1589</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1590" href="#t1590">1590</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'avoid_restarts'</span><span class="op">]</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1591" href="#t1591">1591</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1592" href="#t1592">1592</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1593" href="#t1593">1593</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1594" href="#t1594">1594</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1595" href="#t1595">1595</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1596" href="#t1596">1596</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1597" href="#t1597">1597</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1598" href="#t1598">1598</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1599" href="#t1599">1599</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1600" href="#t1600">1600</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1601" href="#t1601">1601</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1602" href="#t1602">1602</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1603" href="#t1603">1603</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1604" href="#t1604">1604</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1605" href="#t1605">1605</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1606" href="#t1606">1606</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1607" href="#t1607">1607</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1608" href="#t1608">1608</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1609" href="#t1609">1609</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1610" href="#t1610">1610</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1611" href="#t1611">1611</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1612" href="#t1612">1612</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1613" href="#t1613">1613</a></span><span class="t">                <span class="key">return</span> <span class="num">2955</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1614" href="#t1614">1614</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1615" href="#t1615">1615</a></span><span class="t">                <span class="key">return</span> <span class="num">5.274015506540053e-07</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1616" href="#t1616">1616</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1617" href="#t1617">1617</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1618" href="#t1618">1618</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1619" href="#t1619">1619</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1620" href="#t1620">1620</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityInterpolationStrategy</span><span class="op">(</span><span class="nam">AdaptivityStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1621" href="#t1621">1621</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1622" href="#t1622">1622</a></span><span class="t"><span class="str">    Adaptivity with interpolation between restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1623" href="#t1623">1623</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1624" href="#t1624">1624</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1625" href="#t1625">1625</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1626" href="#t1626">1626</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1627" href="#t1627">1627</a></span><span class="t">        <span class="key">return</span> <span class="str">'adaptivity+interpolation'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1628" href="#t1628">1628</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1629" href="#t1629">1629</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1630" href="#t1630">1630</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1631" href="#t1631">1631</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1632" href="#t1632">1632</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1633" href="#t1633">1633</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1634" href="#t1634">1634</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1635" href="#t1635">1635</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1636" href="#t1636">1636</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1637" href="#t1637">1637</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1638" href="#t1638">1638</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1639" href="#t1639">1639</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1640" href="#t1640">1640</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">Adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1641" href="#t1641">1641</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1642" href="#t1642">1642</a></span><span class="t">            <span class="nam">InterpolateBetweenRestarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1643" href="#t1643">1643</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1644" href="#t1644">1644</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1645" href="#t1645">1645</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1646" href="#t1646">1646</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1647" href="#t1647">1647</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1648" href="#t1648">1648</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'avoid_restarts'</span><span class="op">]</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1649" href="#t1649">1649</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">InterpolateBetweenRestarts</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1650" href="#t1650">1650</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1651" href="#t1651">1651</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">BasicRestarting</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1652" href="#t1652">1652</a></span><span class="t">            <span class="str">'max_restarts'</span><span class="op">:</span> <span class="num">15</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1653" href="#t1653">1653</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1654" href="#t1654">1654</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1655" href="#t1655">1655</a></span><span class="t">        <span class="key">return</span> <span class="nam">custom_description</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1656" href="#t1656">1656</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1657" href="#t1657">1657</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1658" href="#t1658">1658</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1659" href="#t1659">1659</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1660" href="#t1660">1660</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1661" href="#t1661">1661</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1662" href="#t1662">1662</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1663" href="#t1663">1663</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1664" href="#t1664">1664</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1665" href="#t1665">1665</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1666" href="#t1666">1666</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1667" href="#t1667">1667</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1668" href="#t1668">1668</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1669" href="#t1669">1669</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1670" href="#t1670">1670</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1671" href="#t1671">1671</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1672" href="#t1672">1672</a></span><span class="t">                <span class="key">return</span> <span class="num">6659</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1673" href="#t1673">1673</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1674" href="#t1674">1674</a></span><span class="t">                <span class="key">return</span> <span class="num">2.9780002756552015e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1675" href="#t1675">1675</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1676" href="#t1676">1676</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1677" href="#t1677">1677</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1678" href="#t1678">1678</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1679" href="#t1679">1679</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityExtrapolationWithinQStrategy</span><span class="op">(</span><span class="nam">InexactBaseStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1680" href="#t1680">1680</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1681" href="#t1681">1681</a></span><span class="t"><span class="str">    Adaptivity based on extrapolation between collocation nodes as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1682" href="#t1682">1682</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1683" href="#t1683">1683</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1684" href="#t1684">1684</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1685" href="#t1685">1685</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1686" href="#t1686">1686</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1687" href="#t1687">1687</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1688" href="#t1688">1688</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityExtrapolationWithinQ</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1689" href="#t1689">1689</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1690" href="#t1690">1690</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1691" href="#t1691">1691</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1692" href="#t1692">1692</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">8</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1693" href="#t1693">1693</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'*'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1694" href="#t1694">1694</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity_extraQ'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1695" href="#t1695">1695</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity Q'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1696" href="#t1696">1696</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1697" href="#t1697">1697</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1698" href="#t1698">1698</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityExtrapolationWithinQ</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1699" href="#t1699">1699</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1700" href="#t1700">1700</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1701" href="#t1701">1701</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1702" href="#t1702">1702</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1703" href="#t1703">1703</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1704" href="#t1704">1704</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1705" href="#t1705">1705</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1706" href="#t1706">1706</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1707" href="#t1707">1707</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1708" href="#t1708">1708</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1709" href="#t1709">1709</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1710" href="#t1710">1710</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1711" href="#t1711">1711</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityExtrapolationWithinQ</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1712" href="#t1712">1712</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1713" href="#t1713">1713</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1714" href="#t1714">1714</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1715" href="#t1715">1715</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1716" href="#t1716">1716</a></span><span class="t">        <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1717" href="#t1717">1717</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1718" href="#t1718">1718</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1719" href="#t1719">1719</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1720" href="#t1720">1720</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1721" href="#t1721">1721</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1722" href="#t1722">1722</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1723" href="#t1723">1723</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1724" href="#t1724">1724</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1725" href="#t1725">1725</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">2e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1726" href="#t1726">1726</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1727" href="#t1727">1727</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1728" href="#t1728">1728</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">4e-6</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1729" href="#t1729">1729</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1730" href="#t1730">1730</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1731" href="#t1731">1731</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1732" href="#t1732">1732</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1733" href="#t1733">1733</a></span><span class="t">            <span class="nam">dt_max</span> <span class="op">=</span> <span class="num">1e2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1734" href="#t1734">1734</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_AC"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1735" href="#t1735">1735</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1736" href="#t1736">1736</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1737" href="#t1737">1737</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1738" href="#t1738">1738</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1739" href="#t1739">1739</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1740" href="#t1740">1740</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1741" href="#t1741">1741</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1742" href="#t1742">1742</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1743" href="#t1743">1743</a></span><span class="t">            <span class="nam">AdaptivityExtrapolationWithinQ</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1744" href="#t1744">1744</a></span><span class="t">                <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1745" href="#t1745">1745</a></span><span class="t">                <span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">dt_min</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1746" href="#t1746">1746</a></span><span class="t">                <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1747" href="#t1747">1747</a></span><span class="t">                <span class="str">'restol_rel'</span><span class="op">:</span> <span class="num">1e-2</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1748" href="#t1748">1748</a></span><span class="t">                <span class="str">'restart_at_maxiter'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1749" href="#t1749">1749</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1750" href="#t1750">1750</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1751" href="#t1751">1751</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1752" href="#t1752">1752</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1753" href="#t1753">1753</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1754" href="#t1754">1754</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1755" href="#t1755">1755</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1756" href="#t1756">1756</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1757" href="#t1757">1757</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1758" href="#t1758">1758</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1759" href="#t1759">1759</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1760" href="#t1760">1760</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1761" href="#t1761">1761</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1762" href="#t1762">1762</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1763" href="#t1763">1763</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1764" href="#t1764">1764</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1765" href="#t1765">1765</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1766" href="#t1766">1766</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1767" href="#t1767">1767</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1768" href="#t1768">1768</a></span><span class="t">                <span class="key">return</span> <span class="num">2426</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1769" href="#t1769">1769</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1770" href="#t1770">1770</a></span><span class="t">                <span class="key">return</span> <span class="num">1.7293825160247245e-06</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1771" href="#t1771">1771</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1772" href="#t1772">1772</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1773" href="#t1773">1773</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1774" href="#t1774">1774</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1775" href="#t1775">1775</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">InexactBaseStrategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1776" href="#t1776">1776</a></span><span class="t">    <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1777" href="#t1777">1777</a></span><span class="t"><span class="str">    Adaptivity based on extrapolation between collocation nodes as a resilience strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1778" href="#t1778">1778</a></span><span class="t"><span class="str">    '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1779" href="#t1779">1779</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1780" href="#t1780">1780</a></span><span class="t">    <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">interpolate_between_restarts</span><span class="op">=</span><span class="key">False</span><span class="op">,</span> <span class="nam">use_restol_rel</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1781" href="#t1781">1781</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1782" href="#t1782">1782</a></span><span class="t"><span class="str">        Initialization routine</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1783" href="#t1783">1783</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1784" href="#t1784">1784</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1785" href="#t1785">1785</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1786" href="#t1786">1786</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">restol</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1787" href="#t1787">1787</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1788" href="#t1788">1788</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">color</span> <span class="op">=</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">[</span><span class="num">9</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1789" href="#t1789">1789</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">marker</span> <span class="op">=</span> <span class="str">'+'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1790" href="#t1790">1790</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">name</span> <span class="op">=</span> <span class="str">'adaptivity-inter'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1791" href="#t1791">1791</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">bar_plot_x_label</span> <span class="op">=</span> <span class="str">'adaptivity Q'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1792" href="#t1792">1792</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter</span> <span class="op">=</span> <span class="str">'e_tol'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1793" href="#t1793">1793</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">adaptive_coll_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1794" href="#t1794">1794</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">precision_parameter_loc</span> <span class="op">=</span> <span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">,</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span> <span class="str">'e_tol'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1795" href="#t1795">1795</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span> <span class="op">=</span> <span class="nam">interpolate_between_restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1796" href="#t1796">1796</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">use_restol_rel</span> <span class="op">=</span> <span class="nam">use_restol_rel</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1797" href="#t1797">1797</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1798" href="#t1798">1798</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1799" href="#t1799">1799</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1800" href="#t1800">1800</a></span><span class="t"><span class="str">        Routine to get a custom description that adds adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1801" href="#t1801">1801</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1802" href="#t1802">1802</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1803" href="#t1803">1803</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1804" href="#t1804">1804</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1805" href="#t1805">1805</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1806" href="#t1806">1806</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1807" href="#t1807">1807</a></span><span class="t"><span class="str">            The custom descriptions you can supply to the problem when running it</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1808" href="#t1808">1808</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1809" href="#t1809">1809</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1810" href="#t1810">1810</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1811" href="#t1811">1811</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1812" href="#t1812">1812</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1813" href="#t1813">1813</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1814" href="#t1814">1814</a></span><span class="t">        <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1815" href="#t1815">1815</a></span><span class="t">        <span class="nam">max_slope</span> <span class="op">=</span> <span class="num">4.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1816" href="#t1816">1816</a></span><span class="t">        <span class="nam">restol_rel</span> <span class="op">=</span> <span class="num">1e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1817" href="#t1817">1817</a></span><span class="t">        <span class="nam">restol_min</span> <span class="op">=</span> <span class="num">1e-12</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1818" href="#t1818">1818</a></span><span class="t">        <span class="nam">level_params</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1819" href="#t1819">1819</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1820" href="#t1820">1820</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1821" href="#t1821">1821</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">6e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1822" href="#t1822">1822</a></span><span class="t">            <span class="nam">level_params</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">0.1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1823" href="#t1823">1823</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_piline"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1824" href="#t1824">1824</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1825" href="#t1825">1825</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Lorenz"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1826" href="#t1826">1826</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">7e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1827" href="#t1827">1827</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_Schroedinger"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1828" href="#t1828">1828</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">3e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1829" href="#t1829">1829</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1830" href="#t1830">1830</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-7</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1831" href="#t1831">1831</a></span><span class="t">            <span class="nam">level_params</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">50.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1832" href="#t1832">1832</a></span><span class="t">            <span class="nam">restol_min</span> <span class="op">=</span> <span class="num">1e-11</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1833" href="#t1833">1833</a></span><span class="t">            <span class="nam">restol_rel</span> <span class="op">=</span> <span class="num">1e-1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1834" href="#t1834">1834</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_AC"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1835" href="#t1835">1835</a></span><span class="t">            <span class="nam">e_tol</span> <span class="op">=</span> <span class="num">1e-4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1836" href="#t1836">1836</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1837" href="#t1837">1837</a></span><span class="t">            <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1838" href="#t1838">1838</a></span><span class="t">                <span class="str">'I don\'t have a tolerance for adaptivity for your problem. Please add one to the\</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1839" href="#t1839">1839</a></span><span class="t"><span class="str"> strategy'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1840" href="#t1840">1840</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1841" href="#t1841">1841</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1842" href="#t1842">1842</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1843" href="#t1843">1843</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1844" href="#t1844">1844</a></span><span class="t">                <span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">e_tol</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1845" href="#t1845">1845</a></span><span class="t">                <span class="str">'restol_rel'</span><span class="op">:</span> <span class="nam">restol_rel</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">use_restol_rel</span> <span class="key">else</span> <span class="num">1e-11</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1846" href="#t1846">1846</a></span><span class="t">                <span class="str">'restol_min'</span><span class="op">:</span> <span class="nam">restol_min</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">use_restol_rel</span> <span class="key">else</span> <span class="num">1e-12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1847" href="#t1847">1847</a></span><span class="t">                <span class="str">'restart_at_maxiter'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1848" href="#t1848">1848</a></span><span class="t">                <span class="str">'factor_if_not_converged'</span><span class="op">:</span> <span class="nam">max_slope</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1849" href="#t1849">1849</a></span><span class="t">                <span class="str">'interpolate_between_restarts'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1850" href="#t1850">1850</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1851" href="#t1851">1851</a></span><span class="t">            <span class="nam">StepSizeLimiter</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1852" href="#t1852">1852</a></span><span class="t">                <span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">dt_max</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1853" href="#t1853">1853</a></span><span class="t">                <span class="str">'dt_slope_max'</span><span class="op">:</span> <span class="nam">max_slope</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1854" href="#t1854">1854</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1855" href="#t1855">1855</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1856" href="#t1856">1856</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1857" href="#t1857">1857</a></span><span class="t">        <span class="key">return</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1858" href="#t1858">1858</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1859" href="#t1859">1859</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_custom_description_for_faults</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1860" href="#t1860">1860</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1861" href="#t1861">1861</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1862" href="#t1862">1862</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">adaptivity</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1863" href="#t1863">1863</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1864" href="#t1864">1864</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">AdaptivityPolynomialError</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1e-7</span> <span class="op">*</span> <span class="num">11</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1865" href="#t1865">1865</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'dt'</span><span class="op">]</span> <span class="op">=</span> <span class="num">4.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1866" href="#t1866">1866</a></span><span class="t">        <span class="key">return</span> <span class="nam">desc</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1867" href="#t1867">1867</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1868" href="#t1868">1868</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_random_params</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1869" href="#t1869">1869</a></span><span class="t">        <span class="str">'''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1870" href="#t1870">1870</a></span><span class="t"><span class="str">        Routine to get parameters for the randomization of faults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1871" href="#t1871">1871</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1872" href="#t1872">1872</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1873" href="#t1873">1873</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1874" href="#t1874">1874</a></span><span class="t"><span class="str">            num_procs (int): Number of processes you intend to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1875" href="#t1875">1875</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1876" href="#t1876">1876</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1877" href="#t1877">1877</a></span><span class="t"><span class="str">            dict: Randomization parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1878" href="#t1878">1878</a></span><span class="t"><span class="str">        '''</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1879" href="#t1879">1879</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1880" href="#t1880">1880</a></span><span class="t">        <span class="nam">rnd_params</span> <span class="op">=</span> <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">get_random_params</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1881" href="#t1881">1881</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_quench"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1882" href="#t1882">1882</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1883" href="#t1883">1883</a></span><span class="t">        <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Lorenz'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1884" href="#t1884">1884</a></span><span class="t">            <span class="nam">rnd_params</span><span class="op">[</span><span class="str">'iteration'</span><span class="op">]</span> <span class="op">=</span> <span class="num">4</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1885" href="#t1885">1885</a></span><span class="t">        <span class="key">return</span> <span class="nam">rnd_params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1886" href="#t1886">1886</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1887" href="#t1887">1887</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_reference_value</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">op</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1888" href="#t1888">1888</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1889" href="#t1889">1889</a></span><span class="t"><span class="str">        Get a reference value for a given problem for testing in CI.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1890" href="#t1890">1890</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1891" href="#t1891">1891</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1892" href="#t1892">1892</a></span><span class="t"><span class="str">            problem: A function that runs a pySDC problem, see imports for available problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1893" href="#t1893">1893</a></span><span class="t"><span class="str">            key (str): The name of the variable you want to compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1894" href="#t1894">1894</a></span><span class="t"><span class="str">            op (function): The operation you want to apply to the data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1895" href="#t1895">1895</a></span><span class="t"><span class="str">            num_procs (int): Number of processes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1896" href="#t1896">1896</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1897" href="#t1897">1897</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1898" href="#t1898">1898</a></span><span class="t"><span class="str">            The reference value</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1899" href="#t1899">1899</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1900" href="#t1900">1900</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">"run_vdp"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1901" href="#t1901">1901</a></span><span class="t">            <span class="key">if</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'work_newton'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">sum</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1902" href="#t1902">1902</a></span><span class="t">                <span class="key">return</span> <span class="num">2819</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1903" href="#t1903">1903</a></span><span class="t">            <span class="key">elif</span> <span class="nam">key</span> <span class="op">==</span> <span class="str">'e_global_post_run'</span> <span class="key">and</span> <span class="nam">op</span> <span class="op">==</span> <span class="nam">max</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1904" href="#t1904">1904</a></span><span class="t">                <span class="key">return</span> <span class="num">1.8147451097405565e-07</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1905" href="#t1905">1905</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1906" href="#t1906">1906</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'The reference value you are looking for is not implemented for this strategy!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1907" href="#t1907">1907</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1908" href="#t1908">1908</a></span><span class="t">    <span class="op">@</span><span class="nam">property</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t1909" href="#t1909">1909</a></span><span class="t">    <span class="key">def</span> <span class="nam">label</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1910" href="#t1910">1910</a></span><span class="t">        <span class="key">return</span> <span class="str">r'$\Delta t$-$k~\mathrm{adaptivity}$'</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -1553,7 +1999,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_sweepers_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_sweepers_py.html b/coverage/d_5893b65af8042ae2_sweepers_py.html
index 05dd3cfe35..96ee9ba4dc 100644
--- a/coverage/d_5893b65af8042ae2_sweepers_py.html
+++ b/coverage/d_5893b65af8042ae2_sweepers_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/Resilience/sweepers.py: 90%</title>
+    <title>Coverage for pySDC/projects/Resilience/sweepers.py: 91%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/Resilience/sweepers.py</b>:
-            <span class="pc_cov">90%</span>
+            <span class="pc_cov">91%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">103 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">93<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">10<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">94<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">9<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">1<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_vdp_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -220,7 +220,7 @@ <h2>
     <p class="run"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">            <span class="nam">res</span> <span class="op">+=</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">dt</span> <span class="op">*</span> <span class="nam">self</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">Qmat</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="nam">m</span><span class="op">]</span> <span class="op">*</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="nam">m</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">        <span class="key">if</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">residual_type</span><span class="op">[</span><span class="op">-</span><span class="num">3</span><span class="op">:</span><span class="op">]</span> <span class="op">==</span> <span class="str">'abs'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">res</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">res</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">res</span><span class="op">)</span> <span class="op">/</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
@@ -339,7 +339,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_vdp_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_vdp_py.html b/coverage/d_5893b65af8042ae2_vdp_py.html
index a10d0e369d..2b6be542db 100644
--- a/coverage/d_5893b65af8042ae2_vdp_py.html
+++ b/coverage/d_5893b65af8042ae2_vdp_py.html
@@ -54,9 +54,9 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">193 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">159<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">34<span class="text"> missing</span></button>
+            <span class="text">195 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">160<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">35<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">66<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_work_precision_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -189,7 +189,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t"><span class="str">        dict: The stats object</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t"><span class="str">        controller: The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t"><span class="str">        Tend: The time that was supposed to be integrated to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t"><span class="str">        bool: If the code crashed</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="com"># initialize level parameters</span>&nbsp;</span><span class="r"></span></p>
@@ -264,375 +264,377 @@ <h2>
     <p class="mis show_mis"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">        <span class="nam">prepare_controller_for_faults</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">fault_stuff</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">    <span class="com"># call main function to get things done...</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="key">except</span> <span class="op">(</span><span class="nam">ProblemError</span><span class="op">,</span> <span class="nam">ConvergenceError</span><span class="op">)</span> <span class="key">as</span> <span class="nam">e</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Warning: Premature termination: {e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">    <span class="nam">crash</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">        <span class="nam">uend</span><span class="op">,</span> <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">run</span><span class="op">(</span><span class="nam">u0</span><span class="op">=</span><span class="nam">uinit</span><span class="op">,</span> <span class="nam">t0</span><span class="op">=</span><span class="nam">t0</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">    <span class="key">except</span> <span class="op">(</span><span class="nam">ProblemError</span><span class="op">,</span> <span class="nam">ConvergenceError</span><span class="op">,</span> <span class="nam">ZeroDivisionError</span><span class="op">)</span> <span class="key">as</span> <span class="nam">e</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">        <span class="nam">crash</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Warning: Premature termination: {e}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">return_stats</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t"><span class="key">def</span> <span class="nam">fetch_test_data</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t"><span class="str">    Get data to perform tests on from stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t"><span class="str">        stats (pySDC.stats): The stats object of the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t"><span class="str">        comm (mpi4py.MPI.Comm): MPI communicator, or `None` for the non-MPI version</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t"><span class="str">        use_MPI (bool): Whether or not MPI was used when generating stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t"><span class="str">        dict: Key values to perform tests on</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="str">'restart'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">,</span> <span class="str">'sweeps'</span><span class="op">,</span> <span class="str">'residual_post_step'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">    <span class="key">for</span> <span class="nam">type</span> <span class="key">in</span> <span class="nam">types</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">        <span class="key">if</span> <span class="nam">type</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">get_list_of_types</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">            <span class="key">raise</span> <span class="nam">ValueError</span><span class="op">(</span><span class="str">f"Can't read type \"{type}\" from stats, only got"</span><span class="op">,</span> <span class="nam">get_list_of_types</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">type</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">            <span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="nam">type</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'time'</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span> <span class="key">if</span> <span class="nam">use_MPI</span> <span class="key">else</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">    <span class="com"># add time</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">    <span class="nam">data</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">        <span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'time'</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span> <span class="key">if</span> <span class="nam">use_MPI</span> <span class="key">else</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">    <span class="key">return</span> <span class="nam">data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t"><span class="key">def</span> <span class="nam">check_if_tests_match</span><span class="op">(</span><span class="nam">data_nonMPI</span><span class="op">,</span> <span class="nam">data_MPI</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t"><span class="str">    Check if the data matches between MPI and nonMPI versions</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t"><span class="str">        data_nonMPI (dict): Key values to perform tests on obtained without MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t"><span class="str">        data_MPI (dict): Key values to perform tests on obtained with MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">    <span class="nam">ops</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">min</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">max</span><span class="op">,</span> <span class="nam">len</span><span class="op">,</span> <span class="nam">sum</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t">    <span class="key">for</span> <span class="nam">type</span> <span class="key">in</span> <span class="nam">data_nonMPI</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">        <span class="key">for</span> <span class="nam">op</span> <span class="key">in</span> <span class="nam">ops</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">            <span class="nam">val_nonMPI</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">data_nonMPI</span><span class="op">[</span><span class="nam">type</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">            <span class="nam">val_MPI</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">data_MPI</span><span class="op">[</span><span class="nam">type</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">            <span class="key">assert</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isclose</span><span class="op">(</span><span class="nam">val_nonMPI</span><span class="op">,</span> <span class="nam">val_MPI</span><span class="op">)</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">                <span class="str">f"Mismatch in operation {op.__name__} on type \"{type}\": with {data_MPI['size'][0]} ranks: "</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">                <span class="str">f"nonMPI: {val_nonMPI}, MPI: {val_MPI}"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'Passed with {data_MPI["size"][0]} ranks'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t"><span class="key">def</span> <span class="nam">mpi_vs_nonMPI</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t"><span class="str">    Check if MPI and non-MPI versions give the same output.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t"><span class="str">        MPI_ready (bool): Whether or not we can use MPI at all</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t"><span class="str">        comm (mpi4py.MPI.Comm): MPI communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">    <span class="key">if</span> <span class="nam">MPI_ready</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">        <span class="nam">rank</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">        <span class="nam">use_MPI</span> <span class="op">=</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">        <span class="nam">rank</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">        <span class="nam">use_MPI</span> <span class="op">=</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">    <span class="key">if</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f"Running with {size} ranks"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'avoid_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">[</span><span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">crash</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t"><span class="key">def</span> <span class="nam">fetch_test_data</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">use_MPI</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t"><span class="str">    Get data to perform tests on from stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t"><span class="str">        stats (pySDC.stats): The stats object of the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t"><span class="str">        comm (mpi4py.MPI.Comm): MPI communicator, or `None` for the non-MPI version</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t"><span class="str">        use_MPI (bool): Whether or not MPI was used when generating stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t"><span class="str">        dict: Key values to perform tests on</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">    <span class="nam">types</span> <span class="op">=</span> <span class="op">[</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="str">'restart'</span><span class="op">,</span> <span class="str">'dt'</span><span class="op">,</span> <span class="str">'sweeps'</span><span class="op">,</span> <span class="str">'residual_post_step'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">    <span class="key">for</span> <span class="nam">type</span> <span class="key">in</span> <span class="nam">types</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">        <span class="key">if</span> <span class="nam">type</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">get_list_of_types</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">            <span class="key">raise</span> <span class="nam">ValueError</span><span class="op">(</span><span class="str">f"Can't read type \"{type}\" from stats, only got"</span><span class="op">,</span> <span class="nam">get_list_of_types</span><span class="op">(</span><span class="nam">stats</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">type</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">            <span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="nam">type</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'time'</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span> <span class="key">if</span> <span class="nam">use_MPI</span> <span class="key">else</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">    <span class="com"># add time</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">    <span class="nam">data</span><span class="op">[</span><span class="str">'time'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">        <span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">sortby</span><span class="op">=</span><span class="str">'time'</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span> <span class="key">if</span> <span class="nam">use_MPI</span> <span class="key">else</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">    <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">    <span class="key">return</span> <span class="nam">data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t"><span class="key">def</span> <span class="nam">check_if_tests_match</span><span class="op">(</span><span class="nam">data_nonMPI</span><span class="op">,</span> <span class="nam">data_MPI</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t"><span class="str">    Check if the data matches between MPI and nonMPI versions</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t"><span class="str">        data_nonMPI (dict): Key values to perform tests on obtained without MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t"><span class="str">        data_MPI (dict): Key values to perform tests on obtained with MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">    <span class="nam">ops</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">min</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">max</span><span class="op">,</span> <span class="nam">len</span><span class="op">,</span> <span class="nam">sum</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">    <span class="key">for</span> <span class="nam">type</span> <span class="key">in</span> <span class="nam">data_nonMPI</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">        <span class="key">for</span> <span class="nam">op</span> <span class="key">in</span> <span class="nam">ops</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">            <span class="nam">val_nonMPI</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">data_nonMPI</span><span class="op">[</span><span class="nam">type</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">            <span class="nam">val_MPI</span> <span class="op">=</span> <span class="nam">op</span><span class="op">(</span><span class="nam">data_MPI</span><span class="op">[</span><span class="nam">type</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">            <span class="key">assert</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isclose</span><span class="op">(</span><span class="nam">val_nonMPI</span><span class="op">,</span> <span class="nam">val_MPI</span><span class="op">)</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">                <span class="str">f"Mismatch in operation {op.__name__} on type \"{type}\": with {data_MPI['size'][0]} ranks: "</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">                <span class="str">f"nonMPI: {val_nonMPI}, MPI: {val_MPI}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'Passed with {data_MPI["size"][0]} ranks'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t"><span class="key">def</span> <span class="nam">mpi_vs_nonMPI</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t"><span class="str">    Check if MPI and non-MPI versions give the same output.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t"><span class="str">        MPI_ready (bool): Whether or not we can use MPI at all</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t"><span class="str">        comm (mpi4py.MPI.Comm): MPI communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">    <span class="key">if</span> <span class="nam">MPI_ready</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">        <span class="nam">rank</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">        <span class="nam">use_MPI</span> <span class="op">=</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">        <span class="nam">rank</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">        <span class="nam">use_MPI</span> <span class="op">=</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">    <span class="key">if</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f"Running with {size} ranks"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'avoid_restarts'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">2</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">        <span class="key">if</span> <span class="nam">use_MPI</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">or</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">                <span class="nam">num_procs</span><span class="op">=</span><span class="nam">size</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">                <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">use_MPI</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="num">1.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">                <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">fetch_test_data</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">comm</span><span class="op">,</span> <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">use_MPI</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="str">'size'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span><span class="nam">size</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">    <span class="key">if</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">        <span class="nam">check_if_tests_match</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">data</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t"><span class="key">def</span> <span class="nam">check_adaptivity_with_avoid_restarts</span><span class="op">(</span><span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t"><span class="str">    Make a test if adaptivity with the option to avoid restarts based on a contraction factor estimate works as</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t"><span class="str">    expected.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t"><span class="str">    To this end, we run the same test of the van der Pol equation twice with the only difference being this option</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t"><span class="str">    turned off or on.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t"><span class="str">    We recorded how many iterations we expect to avoid by avoiding restarts and check against this value.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t"><span class="str">    Also makes a figure comparing the number of iterations over time.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t"><span class="str">    In principle there is an option to test MSSDC here, but this is only preliminary and needs to be checked further.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">[</span><span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">2</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">        <span class="key">if</span> <span class="nam">use_MPI</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">or</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">            <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">                <span class="nam">num_procs</span><span class="op">=</span><span class="nam">size</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">                <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">use_MPI</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="num">1.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">                <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">fetch_test_data</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">comm</span><span class="op">,</span> <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">use_MPI</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="str">'size'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span><span class="nam">size</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">    <span class="key">if</span> <span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">        <span class="nam">check_if_tests_match</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">data</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t"><span class="key">def</span> <span class="nam">check_adaptivity_with_avoid_restarts</span><span class="op">(</span><span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t"><span class="str">    Make a test if adaptivity with the option to avoid restarts based on a contraction factor estimate works as</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t"><span class="str">    expected.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t"><span class="str">    To this end, we run the same test of the van der Pol equation twice with the only difference being this option</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t"><span class="str">    turned off or on.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t"><span class="str">    We recorded how many iterations we expect to avoid by avoiding restarts and check against this value.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t"><span class="str">    Also makes a figure comparing the number of iterations over time.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t"><span class="str">       comm (mpi4py.MPI.Comm): MPI communicator, or `None` for the non-MPI version</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t"><span class="str">       size (int): Number of steps for MSSDC, is overridden by communicator size if applicable</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1.0e-2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">    <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'all_to_done'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">    <span class="nam">results</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'sweeps'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'restarts'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">    <span class="nam">size</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span> <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">    <span class="key">for</span> <span class="nam">avoid_restarts</span> <span class="key">in</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'avoid_restarts'</span><span class="op">:</span> <span class="nam">avoid_restarts</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">size</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="num">10.0e0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">            <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">        <span class="nam">plot_avoid_restarts</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">avoid_restarts</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">        <span class="com"># check error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">        <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">            <span class="nam">u_exact</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">            <span class="nam">u_exact</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'e'</span><span class="op">]</span><span class="op">[</span><span class="nam">avoid_restarts</span><span class="op">]</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">u_exact</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="com"># check iteration counts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="nam">avoid_restarts</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'sweeps'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="nam">avoid_restarts</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/vdp-{size}procs{"-use_MPI" if comm is not None else ""}-avoid_restarts.png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">    <span class="key">assert</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isclose</span><span class="op">(</span><span class="nam">results</span><span class="op">[</span><span class="str">'e'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span><span class="op">,</span> <span class="nam">results</span><span class="op">[</span><span class="str">'e'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">,</span> <span class="nam">rtol</span><span class="op">=</span><span class="num">5.0</span><span class="op">)</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">        <span class="str">'Errors don\'t match with avoid_restarts and without, got '</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">        <span class="str">f'{results["e"][True]:.2e} and {results["e"][False]:.2e}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">    <span class="key">if</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">1301</span> <span class="op">-</span> <span class="num">1344</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">            <span class="str">'{Expected to save 43 iterations '</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['sweeps'][False] - results['sweeps'][True]}"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">0</span> <span class="op">-</span> <span class="num">10</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">            <span class="str">'{Expected to save 10 restarts '</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['restarts'][False] - results['restarts'][True]}"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'Passed avoid_restarts tests with 1 process'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">    <span class="key">if</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">2916</span> <span class="op">-</span> <span class="num">3008</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">            <span class="str">'{Expected to save 92 iterations '</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['sweeps'][False] - results['sweeps'][True]}"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">0</span> <span class="op">-</span> <span class="num">18</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">            <span class="str">'{Expected to save 18 restarts '</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['restarts'][False] - results['restarts'][True]}"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'Passed avoid_restarts tests with 4 processes'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t"><span class="key">def</span> <span class="nam">check_step_size_limiter</span><span class="op">(</span><span class="nam">size</span><span class="op">=</span><span class="num">4</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t"><span class="str">    Check the step size limiter convergence controller.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t"><span class="str">    First we run without step size limits and then enforce limits that are slightly above and below what the usual</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t"><span class="str">    limits. Then we run again and see if we exceed the limits.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t"><span class="str">        size (int): Number of steps for MSSDC</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t"><span class="str">        comm (mpi4py.MPI.Comm): MPI communicator, or `None` for the non-MPI version</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1.0e-2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">    <span class="nam">expect</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">    <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-6</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">    <span class="key">for</span> <span class="nam">limit_step_sizes</span> <span class="key">in</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">        <span class="key">if</span> <span class="nam">limit_step_sizes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.9</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.9</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span> <span class="op">*</span> <span class="num">1.1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">StepSizeLimiter</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span> <span class="op">*</span> <span class="num">1.1</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">            <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="op">[</span><span class="str">'dt_max'</span><span class="op">,</span> <span class="str">'dt_min'</span><span class="op">,</span> <span class="str">'dt_slope_max'</span><span class="op">,</span> <span class="str">'dt_slope_min'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">                <span class="nam">params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">k</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">StepSizeLimiter</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="nam">params</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">size</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="num">5.0e0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">            <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">        <span class="com"># plot the step sizes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">        <span class="com"># make sure that the convergence controllers are only added once</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">        <span class="nam">convergence_controller_classes</span> <span class="op">=</span> <span class="op">[</span><span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">convergence_controllers</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">        <span class="key">for</span> <span class="nam">c</span> <span class="key">in</span> <span class="nam">convergence_controller_classes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">            <span class="key">assert</span> <span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">count</span><span class="op">(</span><span class="nam">c</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">,</span> <span class="str">f'Convergence controller {c} added multiple times'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">        <span class="nam">dt_numpy</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">        <span class="key">if</span> <span class="key">not</span> <span class="nam">limit_step_sizes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">            <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="nam">size</span><span class="op">:</span><span class="op">-</span><span class="nam">size</span><span class="op">]</span><span class="op">)</span>  <span class="com"># The first and last step might fall below the limits</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">            <span class="nam">dt_slope_max</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">            <span class="nam">dt_slope_min</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">                <span class="nam">dt_max</span> <span class="op">&lt;=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded maximum allowed step size! Got {dt_max:.4e}, allowed {params['dt_max']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">                <span class="nam">dt_min</span> <span class="op">>=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded minimum allowed step size! Got {dt_min:.4e}, allowed {params['dt_min']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">                <span class="nam">dt_slope_max</span> <span class="op">&lt;=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded maximum allowed step size slope! Got {dt_slope_max:.4e}, allowed {params['dt_slope_max']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">                <span class="nam">dt_slope_min</span> <span class="op">>=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded minimum allowed step size slope! Got {dt_slope_min:.4e}, allowed {params['dt_slope_min']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">                <span class="nam">dt_slope_max</span> <span class="op">&lt;=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded maximum allowed step size slope! Got {dt_slope_max:.4e}, allowed {params['dt_slope_max']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">                <span class="nam">dt_slope_min</span> <span class="op">>=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded minimum allowed step size slope! Got {dt_slope_min:.4e}, allowed {params['dt_slope_min']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Passed step size limiter test with {size} ranks in nonMPI implementation'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">        <span class="key">if</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f'Passed step size limiter test with {size} ranks in MPI implementation'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t"><span class="key">def</span> <span class="nam">interpolation_stuff</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t"><span class="str">    Plot interpolation vdp with interpolation after a restart and compare it to other modes of adaptivity.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">        <span class="nam">InterpolateBetweenRestarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">plot_helper</span> <span class="key">import</span> <span class="nam">figsize_by_journal</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="num">1.0</span><span class="op">,</span> <span class="num">1.0</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">    <span class="nam">restart_ax</span> <span class="op">=</span> <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'black'</span><span class="op">,</span> <span class="str">'red'</span><span class="op">,</span> <span class="str">'blue'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">    <span class="nam">labels</span> <span class="op">=</span> <span class="op">[</span><span class="str">'interpolate'</span><span class="op">,</span> <span class="str">'regular'</span><span class="op">,</span> <span class="str">'keep iterating'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">3</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">        <span class="nam">convergence_controllers</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">            <span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'dt_max'</span><span class="op">:</span> <span class="num">9.0e-1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">        <span class="key">if</span> <span class="nam">i</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">            <span class="nam">convergence_controllers</span><span class="op">[</span><span class="nam">InterpolateBetweenRestarts</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">        <span class="key">if</span> <span class="nam">i</span> <span class="op">==</span> <span class="num">2</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">            <span class="nam">convergence_controllers</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'avoid_restarts'</span><span class="op">]</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">        <span class="nam">problem_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">            <span class="str">'mu'</span><span class="op">:</span> <span class="num">5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">        <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">            <span class="str">'QI'</span><span class="op">:</span> <span class="str">'LU'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="nam">convergence_controllers</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">            <span class="str">'problem_params'</span><span class="op">:</span> <span class="nam">problem_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">            <span class="str">'sweeper_params'</span><span class="op">:</span> <span class="nam">sweeper_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogWork</span><span class="op">]</span> <span class="op">+</span> <span class="nam">hook_collection</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">        <span class="nam">restarts</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">        <span class="nam">e_loc</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="nam">labels</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">        <span class="nam">restart_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">restarts</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">restarts</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">    <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="op">[</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$u$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$e_\mathrm{local}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'Newton iterations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">    <span class="nam">restart_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'restarts (dashed)'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">    <span class="key">import</span> <span class="nam">sys</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">        <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">        <span class="nam">MPI_ready</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">    <span class="key">except</span> <span class="nam">ModuleNotFoundError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">        <span class="nam">MPI_ready</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">    <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">        <span class="nam">mpi_vs_nonMPI</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">        <span class="nam">check_step_size_limiter</span><span class="op">(</span><span class="nam">size</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">        <span class="key">if</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">            <span class="nam">check_adaptivity_with_avoid_restarts</span><span class="op">(</span><span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">    <span class="key">elif</span> <span class="str">'mpi_vs_nonMPI'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">        <span class="nam">mpi_vs_nonMPI</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="key">elif</span> <span class="str">'check_step_size_limiter'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="nam">check_step_size_limiter</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">    <span class="key">elif</span> <span class="str">'check_adaptivity_with_avoid_restarts'</span> <span class="key">and</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">        <span class="nam">check_adaptivity_with_avoid_restarts</span><span class="op">(</span><span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'Your test is not implemented!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t"><span class="str">    In principle there is an option to test MSSDC here, but this is only preliminary and needs to be checked further.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t"><span class="str">       comm (mpi4py.MPI.Comm): MPI communicator, or `None` for the non-MPI version</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t"><span class="str">       size (int): Number of steps for MSSDC, is overridden by communicator size if applicable</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1.0e-2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">    <span class="nam">custom_controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'all_to_done'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">    <span class="nam">results</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'sweeps'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'restarts'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">    <span class="nam">size</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span> <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">    <span class="key">for</span> <span class="nam">avoid_restarts</span> <span class="key">in</span> <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'avoid_restarts'</span><span class="op">:</span> <span class="nam">avoid_restarts</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">size</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">            <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">custom_controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="num">10.0e0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">            <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">        <span class="nam">plot_avoid_restarts</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">ax</span><span class="op">,</span> <span class="nam">avoid_restarts</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">        <span class="com"># check error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">            <span class="nam">u_exact</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">            <span class="nam">u_exact</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">u_exact</span><span class="op">(</span><span class="nam">t</span><span class="op">=</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'e'</span><span class="op">]</span><span class="op">[</span><span class="nam">avoid_restarts</span><span class="op">]</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">-</span> <span class="nam">u_exact</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">        <span class="com"># check iteration counts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="nam">avoid_restarts</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'sweeps'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">        <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="nam">avoid_restarts</span><span class="op">]</span> <span class="op">=</span> <span class="nam">sum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="str">f'data/vdp-{size}procs{"-use_MPI" if comm is not None else ""}-avoid_restarts.png'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">    <span class="key">assert</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isclose</span><span class="op">(</span><span class="nam">results</span><span class="op">[</span><span class="str">'e'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span><span class="op">,</span> <span class="nam">results</span><span class="op">[</span><span class="str">'e'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">,</span> <span class="nam">rtol</span><span class="op">=</span><span class="num">5.0</span><span class="op">)</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">        <span class="str">'Errors don\'t match with avoid_restarts and without, got '</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">        <span class="str">f'{results["e"][True]:.2e} and {results["e"][False]:.2e}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">    <span class="key">if</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">1301</span> <span class="op">-</span> <span class="num">1344</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">            <span class="str">'{Expected to save 43 iterations '</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['sweeps'][False] - results['sweeps'][True]}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">0</span> <span class="op">-</span> <span class="num">10</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">            <span class="str">'{Expected to save 10 restarts '</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['restarts'][False] - results['restarts'][True]}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'Passed avoid_restarts tests with 1 process'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">    <span class="key">if</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">4</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'sweeps'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">2916</span> <span class="op">-</span> <span class="num">3008</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">            <span class="str">'{Expected to save 92 iterations '</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['sweeps'][False] - results['sweeps'][True]}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">        <span class="key">assert</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">True</span><span class="op">]</span> <span class="op">-</span> <span class="nam">results</span><span class="op">[</span><span class="str">'restarts'</span><span class="op">]</span><span class="op">[</span><span class="key">False</span><span class="op">]</span> <span class="op">==</span> <span class="num">0</span> <span class="op">-</span> <span class="num">18</span><span class="op">,</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">            <span class="str">'{Expected to save 18 restarts '</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">            <span class="str">f"with avoid_restarts, got {results['restarts'][False] - results['restarts'][True]}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">'Passed avoid_restarts tests with 4 processes'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t"><span class="key">def</span> <span class="nam">check_step_size_limiter</span><span class="op">(</span><span class="nam">size</span><span class="op">=</span><span class="num">4</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t"><span class="str">    Check the step size limiter convergence controller.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t"><span class="str">    First we run without step size limits and then enforce limits that are slightly above and below what the usual</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t"><span class="str">    limits. Then we run again and see if we exceed the limits.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t"><span class="str">        size (int): Number of steps for MSSDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t"><span class="str">        comm (mpi4py.MPI.Comm): MPI communicator, or `None` for the non-MPI version</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">    <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span> <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1.0e-2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">    <span class="nam">expect</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">    <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-6</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">    <span class="key">for</span> <span class="nam">limit_step_sizes</span> <span class="key">in</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">        <span class="key">if</span> <span class="nam">limit_step_sizes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">            <span class="nam">params</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span> <span class="op">*</span> <span class="num">1.1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">StepSizeLimiter</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt_min'</span><span class="op">:</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span> <span class="op">*</span> <span class="num">1.1</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">            <span class="key">for</span> <span class="nam">k</span> <span class="key">in</span> <span class="op">[</span><span class="str">'dt_max'</span><span class="op">,</span> <span class="str">'dt_min'</span><span class="op">,</span> <span class="str">'dt_slope_max'</span><span class="op">,</span> <span class="str">'dt_slope_min'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">                <span class="nam">params</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">k</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">.</span><span class="nam">pop</span><span class="op">(</span><span class="nam">StepSizeLimiter</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">[</span><span class="str">'convergence_controllers'</span><span class="op">]</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span> <span class="op">=</span> <span class="nam">params</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">Tend</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">size</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">            <span class="nam">use_MPI</span><span class="op">=</span><span class="nam">comm</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="num">5.0e0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">            <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">        <span class="com"># plot the step sizes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">        <span class="com"># make sure that the convergence controllers are only added once</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">        <span class="nam">convergence_controller_classes</span> <span class="op">=</span> <span class="op">[</span><span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">convergence_controllers</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">        <span class="key">for</span> <span class="nam">c</span> <span class="key">in</span> <span class="nam">convergence_controller_classes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">            <span class="key">assert</span> <span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">count</span><span class="op">(</span><span class="nam">c</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">,</span> <span class="str">f'Convergence controller {c} added multiple times'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">        <span class="nam">dt_numpy</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">        <span class="key">if</span> <span class="key">not</span> <span class="nam">limit_step_sizes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">            <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">            <span class="nam">dt_max</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">            <span class="nam">dt_min</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="nam">size</span><span class="op">:</span><span class="op">-</span><span class="nam">size</span><span class="op">]</span><span class="op">)</span>  <span class="com"># The first and last step might fall below the limits</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">            <span class="nam">dt_slope_max</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">            <span class="nam">dt_slope_min</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">dt_numpy</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">2</span><span class="op">]</span> <span class="op">/</span> <span class="nam">dt_numpy</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">                <span class="nam">dt_max</span> <span class="op">&lt;=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded maximum allowed step size! Got {dt_max:.4e}, allowed {params['dt_max']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">                <span class="nam">dt_min</span> <span class="op">>=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded minimum allowed step size! Got {dt_min:.4e}, allowed {params['dt_min']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">                <span class="nam">dt_slope_max</span> <span class="op">&lt;=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded maximum allowed step size slope! Got {dt_slope_max:.4e}, allowed {params['dt_slope_max']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">                <span class="nam">dt_slope_min</span> <span class="op">>=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded minimum allowed step size slope! Got {dt_slope_min:.4e}, allowed {params['dt_slope_min']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">                <span class="nam">dt_slope_max</span> <span class="op">&lt;=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded maximum allowed step size slope! Got {dt_slope_max:.4e}, allowed {params['dt_slope_max']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">            <span class="key">assert</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">                <span class="nam">dt_slope_min</span> <span class="op">>=</span> <span class="nam">expect</span><span class="op">[</span><span class="str">'dt_slope_min'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">            <span class="op">)</span><span class="op">,</span> <span class="str">f"Exceeded minimum allowed step size slope! Got {dt_slope_min:.4e}, allowed {params['dt_slope_min']:.4e}."</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">        <span class="nam">print</span><span class="op">(</span><span class="str">f'Passed step size limiter test with {size} ranks in nonMPI implementation'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">        <span class="key">if</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">            <span class="nam">print</span><span class="op">(</span><span class="str">f'Passed step size limiter test with {size} ranks in MPI implementation'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t"><span class="key">def</span> <span class="nam">interpolation_stuff</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t"><span class="str">    Plot interpolation vdp with interpolation after a restart and compare it to other modes of adaptivity.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">        <span class="nam">InterpolateBetweenRestarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">helpers</span><span class="op">.</span><span class="nam">plot_helper</span> <span class="key">import</span> <span class="nam">figsize_by_journal</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="num">1.0</span><span class="op">,</span> <span class="num">1.0</span><span class="op">)</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">    <span class="nam">restart_ax</span> <span class="op">=</span> <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">twinx</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">    <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'black'</span><span class="op">,</span> <span class="str">'red'</span><span class="op">,</span> <span class="str">'blue'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">    <span class="nam">labels</span> <span class="op">=</span> <span class="op">[</span><span class="str">'interpolate'</span><span class="op">,</span> <span class="str">'regular'</span><span class="op">,</span> <span class="str">'keep iterating'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">3</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">        <span class="nam">convergence_controllers</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">            <span class="nam">Adaptivity</span><span class="op">:</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="num">1e-7</span><span class="op">,</span> <span class="str">'dt_max'</span><span class="op">:</span> <span class="num">9.0e-1</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">        <span class="key">if</span> <span class="nam">i</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">            <span class="nam">convergence_controllers</span><span class="op">[</span><span class="nam">InterpolateBetweenRestarts</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">        <span class="key">if</span> <span class="nam">i</span> <span class="op">==</span> <span class="num">2</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">            <span class="nam">convergence_controllers</span><span class="op">[</span><span class="nam">Adaptivity</span><span class="op">]</span><span class="op">[</span><span class="str">'avoid_restarts'</span><span class="op">]</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">        <span class="nam">problem_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">            <span class="str">'mu'</span><span class="op">:</span> <span class="num">5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">        <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">            <span class="str">'QI'</span><span class="op">:</span> <span class="str">'LU'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">        <span class="nam">custom_description</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">            <span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="nam">convergence_controllers</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">            <span class="str">'problem_params'</span><span class="op">:</span> <span class="nam">problem_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">            <span class="str">'sweeper_params'</span><span class="op">:</span> <span class="nam">sweeper_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">        <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">run_vdp</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">            <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogWork</span><span class="op">]</span> <span class="op">+</span> <span class="nam">hook_collection</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">        <span class="nam">k</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_newton'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">        <span class="nam">restarts</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'restart'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">        <span class="nam">u</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'u'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">        <span class="nam">e_loc</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">u</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="nam">labels</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e_loc</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">k</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">        <span class="nam">restart_ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">restarts</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">restarts</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">    <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="op">[</span><span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$u$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$e_\mathrm{local}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'Newton iterations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">    <span class="nam">restart_ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'restarts (dashed)'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">r'$\Delta t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">r'$t$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">    <span class="key">import</span> <span class="nam">sys</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">    <span class="key">try</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">        <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">        <span class="nam">MPI_ready</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">    <span class="key">except</span> <span class="nam">ModuleNotFoundError</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">        <span class="nam">MPI_ready</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">        <span class="nam">comm</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">        <span class="nam">size</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">    <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">        <span class="nam">mpi_vs_nonMPI</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">        <span class="nam">check_step_size_limiter</span><span class="op">(</span><span class="nam">size</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">        <span class="key">if</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">            <span class="nam">check_adaptivity_with_avoid_restarts</span><span class="op">(</span><span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="key">elif</span> <span class="str">'mpi_vs_nonMPI'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="nam">mpi_vs_nonMPI</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">    <span class="key">elif</span> <span class="str">'check_step_size_limiter'</span> <span class="key">in</span> <span class="nam">sys</span><span class="op">.</span><span class="nam">argv</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">        <span class="nam">check_step_size_limiter</span><span class="op">(</span><span class="nam">MPI_ready</span><span class="op">,</span> <span class="nam">comm</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">    <span class="key">elif</span> <span class="str">'check_adaptivity_with_avoid_restarts'</span> <span class="key">and</span> <span class="nam">size</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">        <span class="nam">check_adaptivity_with_avoid_restarts</span><span class="op">(</span><span class="nam">comm</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">size</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">'Your test is not implemented!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -642,7 +644,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_work_precision_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_5893b65af8042ae2_work_precision_py.html b/coverage/d_5893b65af8042ae2_work_precision_py.html
index 17fe0d393c..7d78d109be 100644
--- a/coverage/d_5893b65af8042ae2_work_precision_py.html
+++ b/coverage/d_5893b65af8042ae2_work_precision_py.html
@@ -54,10 +54,10 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">335 statements &nbsp;</span>
+            <span class="text">318 statements &nbsp;</span>
             <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">0<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">335<span class="text"> missing</span></button>
-            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">97<span class="text"> excluded</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">318<span class="text"> missing</span></button>
+            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">142<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
             <a id="prevFileLink" class="nav" href="d_5893b65af8042ae2_vdp_py.html">&#xab; prev</a> &nbsp; &nbsp;
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_327f90590a9d3ec6_SDC_timing_Fisher_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -99,1367 +99,1530 @@ <h2>
     <p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="mis show_mis"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t"><span class="nam">setup_mpl</span><span class="op">(</span><span class="nam">reset</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="mis show_mis"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"><span class="nam">LOGGER_LEVEL</span> <span class="op">=</span> <span class="num">25</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t"><span class="nam">logging</span><span class="op">.</span><span class="nam">getLogger</span><span class="op">(</span><span class="str">'matplotlib.texmanager'</span><span class="op">)</span><span class="op">.</span><span class="nam">setLevel</span><span class="op">(</span><span class="num">90</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="nam">MAPPINGS</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t">    <span class="str">'e_global'</span><span class="op">:</span> <span class="op">(</span><span class="str">'e_global_post_run'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t">    <span class="str">'e_global_rel'</span><span class="op">:</span> <span class="op">(</span><span class="str">'e_global_rel_post_run'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t">    <span class="str">'t'</span><span class="op">:</span> <span class="op">(</span><span class="str">'timing_run'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t">    <span class="com"># 'e_local_max': ('e_local_post_step', max, False),</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t">    <span class="str">'k_SDC'</span><span class="op">:</span> <span class="op">(</span><span class="str">'k'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t">    <span class="str">'k_SDC_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'k'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">    <span class="str">'k_Newton'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_newton'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">    <span class="str">'k_Newton_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_newton'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">    <span class="str">'k_rhs'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_rhs'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">    <span class="str">'restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'restart'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">    <span class="str">'dt_mean'</span><span class="op">:</span> <span class="op">(</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">    <span class="str">'dt_max'</span><span class="op">:</span> <span class="op">(</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">    <span class="str">'e_embedded_max'</span><span class="op">:</span> <span class="op">(</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">    <span class="str">'u0_increment_max'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">    <span class="str">'u0_increment_mean'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">    <span class="str">'u0_increment_max_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">    <span class="str">'u0_increment_mean_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t"><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t"><span class="nam">logger</span> <span class="op">=</span> <span class="nam">logging</span><span class="op">.</span><span class="nam">getLogger</span><span class="op">(</span><span class="str">'WorkPrecision'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t"><span class="nam">logger</span><span class="op">.</span><span class="nam">setLevel</span><span class="op">(</span><span class="nam">LOGGER_LEVEL</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t"><span class="nam">LOG_TO_FILE</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t"><span class="nam">logging</span><span class="op">.</span><span class="nam">getLogger</span><span class="op">(</span><span class="str">'matplotlib.texmanager'</span><span class="op">)</span><span class="op">.</span><span class="nam">setLevel</span><span class="op">(</span><span class="num">90</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t"><span class="nam">MAPPINGS</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t">    <span class="str">'e_global'</span><span class="op">:</span> <span class="op">(</span><span class="str">'e_global_post_run'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t">    <span class="str">'e_global_rel'</span><span class="op">:</span> <span class="op">(</span><span class="str">'e_global_rel_post_run'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t">    <span class="str">'t'</span><span class="op">:</span> <span class="op">(</span><span class="str">'timing_run'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t">    <span class="com"># 'e_local_max': ('e_local_post_step', max, False),</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t">    <span class="str">'k_SDC'</span><span class="op">:</span> <span class="op">(</span><span class="str">'k'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">    <span class="str">'k_SDC_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'k'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">    <span class="str">'k_Newton'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_newton'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">    <span class="str">'k_linear'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_linear'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">    <span class="str">'k_Newton_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_newton'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">    <span class="str">'k_rhs'</span><span class="op">:</span> <span class="op">(</span><span class="str">'work_rhs'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">    <span class="str">'restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'restart'</span><span class="op">,</span> <span class="nam">sum</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">    <span class="str">'dt_mean'</span><span class="op">:</span> <span class="op">(</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">    <span class="str">'dt_max'</span><span class="op">:</span> <span class="op">(</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">    <span class="str">'dt_min'</span><span class="op">:</span> <span class="op">(</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">min</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">    <span class="str">'e_embedded_max'</span><span class="op">:</span> <span class="op">(</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">    <span class="str">'u0_increment_max'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">    <span class="str">'u0_increment_mean'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">    <span class="str">'u0_increment_max_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">max</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">    <span class="str">'u0_increment_mean_no_restart'</span><span class="op">:</span> <span class="op">(</span><span class="str">'u0_increment'</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">mean</span><span class="op">,</span> <span class="key">False</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t"><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"><span class="key">def</span> <span class="nam">get_forbidden_combinations</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t"><span class="str">    Check if the combination of strategy and problem is forbidden</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">    <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">name</span> <span class="key">in</span> <span class="op">[</span><span class="str">'ERK'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">            <span class="key">return</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">    <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">name</span> <span class="key">in</span> <span class="op">[</span><span class="str">'ERK'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">            <span class="key">return</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">    <span class="key">return</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t"><span class="nam">logger</span> <span class="op">=</span> <span class="nam">logging</span><span class="op">.</span><span class="nam">getLogger</span><span class="op">(</span><span class="str">'WorkPrecision'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"><span class="nam">logger</span><span class="op">.</span><span class="nam">setLevel</span><span class="op">(</span><span class="nam">LOGGER_LEVEL</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t"><span class="key">def</span> <span class="nam">get_forbidden_combinations</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"><span class="str">    Check if the combination of strategy and problem is forbidden</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">    <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">name</span> <span class="key">in</span> <span class="op">[</span><span class="str">'ERK'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">            <span class="key">return</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">    <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">name</span> <span class="key">in</span> <span class="op">[</span><span class="str">'ERK'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">            <span class="key">return</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t"><span class="key">def</span> <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">data</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">comm_world</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">problem_args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">hooks</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="str">    Make a single run of a particular problem with a certain strategy.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t"><span class="str">        data (dict): Put the results in here</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t"><span class="str">        hooks (list): List of additional hooks</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">        dict: Stats generated by the run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t">    <span class="nam">hooks</span> <span class="op">=</span> <span class="nam">hooks</span> <span class="key">if</span> <span class="nam">hooks</span> <span class="key">else</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">    <span class="nam">t_last</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">    <span class="nam">comm</span> <span class="op">=</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">Split</span><span class="op">(</span><span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">&lt;</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">>=</span> <span class="nam">num_procs</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">        <span class="nam">comm</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">    <span class="nam">strategy_description</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">strategy_description</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'logger_level'</span><span class="op">:</span> <span class="nam">LOGGER_LEVEL</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">    <span class="nam">problem_args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">problem_args</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">problem_args</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">    <span class="key">return</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"><span class="key">def</span> <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">    <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">    <span class="nam">data</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">    <span class="nam">problem_args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="nam">hooks</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">    <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">    Make a single run of a particular problem with a certain strategy.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">        data (dict): Put the results in here</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        hooks (list): List of additional hooks</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">        num_procs_sweeper (int): Number of processes for the sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        dict: Stats generated by the run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostRun</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_work</span> <span class="key">import</span> <span class="nam">LogWork</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">hook</span> <span class="key">import</span> <span class="nam">LogData</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">    <span class="nam">hooks</span> <span class="op">=</span> <span class="nam">hooks</span> <span class="key">if</span> <span class="nam">hooks</span> <span class="key">else</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">_</span> <span class="op">=</span> <span class="nam">problem</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">        <span class="nam">Tend</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span> <span class="key">if</span> <span class="nam">Tend</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">        <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogWork</span><span class="op">,</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span> <span class="op">+</span> <span class="nam">hooks</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">        <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">        <span class="nam">use_MPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">        <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">        <span class="op">**</span><span class="nam">problem_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="nam">t_now</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Finished run in {t_now - t_last:.2e} s'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">    <span class="nam">t_last</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="com"># record all the metrics</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">    <span class="key">for</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">mapping</span> <span class="key">in</span> <span class="nam">MAPPINGS</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">        <span class="nam">me</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="nam">mapping</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="nam">mapping</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nan</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">mapping</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">(</span><span class="op">[</span><span class="nam">you</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">you</span> <span class="key">in</span> <span class="nam">me</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">    <span class="nam">t_now</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Recorded all data after {t_now - t_last:.2e} s'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">    <span class="nam">t_last</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">    <span class="nam">comm</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t"><span class="key">def</span> <span class="nam">get_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">,</span> <span class="nam">where</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t"><span class="str">    Get a parameter at a certain position in a dictionary of dictionaries.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t"><span class="str">        dictionary (dict): The dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t"><span class="str">        where (list): The list of keys leading to the value you want</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t"><span class="str">        The value of the dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">    <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">where</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">        <span class="key">return</span> <span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">        <span class="key">return</span> <span class="nam">get_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">where</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t"><span class="key">def</span> <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">,</span> <span class="nam">where</span><span class="op">,</span> <span class="nam">parameter</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t"><span class="str">    Set a parameter at a certain position in a dictionary of dictionaries</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t"><span class="str">        dictionary (dict): The dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t"><span class="str">        where (list): The list of keys leading to the value you want to set</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t"><span class="str">        parameter: Whatever you want to set the parameter to</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">    <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">where</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">        <span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span> <span class="op">=</span> <span class="nam">parameter</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">where</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span><span class="op">,</span> <span class="nam">parameter</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="key">def</span> <span class="nam">get_path</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="str">''</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data/work_precision'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">    Get the path to a certain data.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t"><span class="str">        handle (str): The name of the configuration</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t"><span class="str">        base_path (str): Some path where all the files are stored</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t"><span class="str">        str: The path to the data you are looking for</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">    <span class="key">return</span> <span class="str">f'{base_path}/{problem.__name__}-{strategy.__class__.__name__}-{handle}{"-wp" if handle else "wp"}-{num_procs}procs.pickle'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t"><span class="key">def</span> <span class="nam">record_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">    <span class="nam">handle</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">    <span class="nam">runs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">    <span class="nam">problem_args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">    <span class="nam">param_range</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">    <span class="nam">hooks</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t"><span class="str">    Run problem with strategy and record the cost parameters.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t"><span class="str">        handle (str): The name of the configuration</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t"><span class="str">        runs (int): Number of runs you want to do</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">    <span class="key">if</span> <span class="nam">get_forbidden_combinations</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">    <span class="nam">t_last</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">    <span class="nam">num_procs_tot</span> <span class="op">=</span> <span class="nam">num_procs</span> <span class="op">*</span> <span class="nam">num_procs_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">    <span class="nam">comm</span> <span class="op">=</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">Split</span><span class="op">(</span><span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">&lt;</span> <span class="nam">num_procs_tot</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">>=</span> <span class="nam">num_procs_tot</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">        <span class="nam">comm</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">    <span class="com"># make communicators for time and sweepers</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">    <span class="nam">comm_time</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">Split</span><span class="op">(</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">//</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">    <span class="nam">comm_sweep</span> <span class="op">=</span> <span class="nam">comm</span><span class="op">.</span><span class="nam">Split</span><span class="op">(</span><span class="nam">comm_time</span><span class="op">.</span><span class="nam">rank</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">    <span class="nam">strategy_description</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span><span class="nam">strategy_description</span><span class="op">,</span> <span class="nam">custom_description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_sweep</span><span class="op">.</span><span class="nam">size</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'comm'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">comm_sweep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">    <span class="nam">controller_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">        <span class="str">'logger_level'</span><span class="op">:</span> <span class="nam">LOGGER_LEVEL</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">        <span class="str">'log_to_file'</span><span class="op">:</span> <span class="nam">LOG_TO_FILE</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">        <span class="str">'fname'</span><span class="op">:</span> <span class="str">'out.txt'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">        <span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_controller_params</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">    <span class="nam">problem_args</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">problem_args</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">problem_args</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">    <span class="nam">stats</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">crash</span> <span class="op">=</span> <span class="nam">problem</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">        <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">        <span class="nam">Tend</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_Tend</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span> <span class="key">if</span> <span class="nam">Tend</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">        <span class="nam">hook_class</span><span class="op">=</span><span class="op">[</span><span class="nam">LogData</span><span class="op">,</span> <span class="nam">LogWork</span><span class="op">,</span> <span class="nam">LogGlobalErrorPostRun</span><span class="op">]</span> <span class="op">+</span> <span class="nam">hooks</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">        <span class="nam">custom_controller_params</span><span class="op">=</span><span class="nam">controller_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">        <span class="nam">use_MPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">        <span class="nam">comm</span><span class="op">=</span><span class="nam">comm_time</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">        <span class="op">**</span><span class="nam">problem_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">    <span class="nam">t_now</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Finished run in {t_now - t_last:.2e} s'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">    <span class="nam">t_last</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">    <span class="com"># record all the metrics</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">    <span class="nam">stats_all</span> <span class="op">=</span> <span class="nam">filter_stats</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm_sweep</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">    <span class="nam">comm_sweep</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">    <span class="key">for</span> <span class="nam">key</span><span class="op">,</span> <span class="nam">mapping</span> <span class="key">in</span> <span class="nam">MAPPINGS</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">        <span class="key">if</span> <span class="nam">crash</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nan</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">            <span class="key">continue</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">        <span class="nam">me</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats_all</span><span class="op">,</span> <span class="nam">comm</span><span class="op">=</span><span class="nam">comm_time</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="nam">mapping</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="nam">mapping</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nan</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">            <span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">mapping</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">(</span><span class="op">[</span><span class="nam">you</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">you</span> <span class="key">in</span> <span class="nam">me</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="nam">t_now</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Recorded all data after {t_now - t_last:.2e} s'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">    <span class="nam">t_last</span> <span class="op">=</span> <span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">    <span class="nam">comm_time</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">    <span class="nam">comm</span><span class="op">.</span><span class="nam">Free</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">    <span class="key">return</span> <span class="nam">stats</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t"><span class="key">def</span> <span class="nam">get_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">,</span> <span class="nam">where</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t"><span class="str">    Get a parameter at a certain position in a dictionary of dictionaries.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">        dictionary (dict): The dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t"><span class="str">        where (list): The list of keys leading to the value you want</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t"><span class="str">        The value of the dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">    <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">where</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">        <span class="key">return</span> <span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">        <span class="key">return</span> <span class="nam">get_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">where</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t"><span class="key">def</span> <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">,</span> <span class="nam">where</span><span class="op">,</span> <span class="nam">parameter</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t"><span class="str">    Set a parameter at a certain position in a dictionary of dictionaries</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t"><span class="str">        dictionary (dict): The dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t"><span class="str">        where (list): The list of keys leading to the value you want to set</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t"><span class="str">        parameter: Whatever you want to set the parameter to</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">    <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">where</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">        <span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span> <span class="op">=</span> <span class="nam">parameter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">dictionary</span><span class="op">[</span><span class="nam">where</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">]</span><span class="op">,</span> <span class="nam">where</span><span class="op">[</span><span class="num">1</span><span class="op">:</span><span class="op">]</span><span class="op">,</span> <span class="nam">parameter</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t"><span class="key">def</span> <span class="nam">get_path</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="str">''</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data/work_precision'</span><span class="op">,</span> <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="str">''</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t"><span class="str">    Get the path to a certain data.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t"><span class="str">        handle (str): The name of the configuration</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t"><span class="str">        base_path (str): Some path where all the files are stored</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t"><span class="str">        num_procs_sweeper (int): Number of processes for the sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t"><span class="str">        mode (str): The mode this was generated for</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t"><span class="str">        str: The path to the data you are looking for</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">    <span class="key">return</span> <span class="str">f'{base_path}/{problem.__name__}-{strategy.__class__.__name__}-{handle}{"-wp" if handle else "wp"}-{num_procs}-{num_procs_sweeper}procs-{mode}.pickle'</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">    <span class="com"># prepare precision parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">    <span class="nam">param</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">        <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">        <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">    <span class="key">if</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'e_tol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">        <span class="nam">power</span> <span class="op">=</span> <span class="num">10.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter_loc</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">+</span> <span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">        <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">3</span><span class="op">,</span> <span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_vdp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">            <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">4</span><span class="op">,</span> <span class="op">-</span><span class="num">3</span><span class="op">,</span> <span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">    <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'dt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">        <span class="nam">power</span> <span class="op">=</span> <span class="num">2.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">        <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t">    <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'restol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">        <span class="nam">power</span> <span class="op">=</span> <span class="num">10.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t">        <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_vdp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">            <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">4</span><span class="op">,</span> <span class="op">-</span><span class="num">3</span><span class="op">,</span> <span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f"I don't know how to get default value for parameter \"{param}\""</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">    <span class="nam">where</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter_loc</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">    <span class="nam">default</span> <span class="op">=</span> <span class="nam">get_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">where</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">    <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="nam">default</span> <span class="op">*</span> <span class="nam">power</span><span class="op">**</span><span class="nam">i</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">exponents</span><span class="op">]</span> <span class="key">if</span> <span class="nam">param_range</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">param_range</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">    <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">        <span class="key">if</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'restol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">            <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-5</span><span class="op">,</span> <span class="num">1e-6</span><span class="op">,</span> <span class="num">1e-7</span><span class="op">,</span> <span class="num">1e-8</span><span class="op">,</span> <span class="num">1e-9</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">        <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'e_tol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">            <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-2</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">**</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">5</span><span class="op">,</span> <span class="num">6</span><span class="op">,</span> <span class="num">7</span><span class="op">,</span> <span class="num">8</span><span class="op">,</span> <span class="num">9</span><span class="op">,</span> <span class="num">10</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">        <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'dt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">            <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">500</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">**</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">6</span><span class="op">,</span> <span class="num">7</span><span class="op">,</span> <span class="num">8</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t"><span class="key">def</span> <span class="nam">record_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">    <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">    <span class="nam">custom_description</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">    <span class="nam">handle</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">    <span class="nam">runs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">    <span class="nam">problem_args</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">    <span class="nam">param_range</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">    <span class="nam">hooks</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">    <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">    <span class="nam">mode</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t"><span class="str">    Run problem with strategy and record the cost parameters.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t"><span class="str">        custom_description (dict): Overwrite presets</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t"><span class="str">        handle (str): The name of the configuration</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t"><span class="str">        runs (int): Number of runs you want to do</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t"><span class="str">        num_procs_sweeper (int): Number of processes for the sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">    <span class="key">if</span> <span class="nam">get_forbidden_combinations</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">    <span class="com"># run multiple times with different parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">param_range</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">where</span><span class="op">,</span> <span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">        <span class="key">if</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">name</span> <span class="op">==</span> <span class="str">'adaptivity_coll'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">            <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="op">[</span><span class="str">'level_params'</span><span class="op">,</span> <span class="str">'restol'</span><span class="op">]</span><span class="op">,</span> <span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">/</span> <span class="num">10.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span> <span class="key">and</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">name</span> <span class="key">in</span> <span class="op">[</span><span class="str">'ESDIRK'</span><span class="op">,</span> <span class="str">'ERK'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">            <span class="nam">problem_params</span> <span class="op">=</span> <span class="nam">custom_description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">            <span class="key">if</span> <span class="key">not</span> <span class="nam">problem_params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'imex'</span><span class="op">,</span> <span class="key">True</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">                <span class="nam">description</span><span class="op">[</span><span class="str">"problem_params"</span><span class="op">]</span><span class="op">[</span><span class="str">'lintol'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">key</span><span class="op">:</span> <span class="op">[</span><span class="op">]</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">MAPPINGS</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">[</span><span class="str">'param'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">[</span><span class="nam">param</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">        <span class="key">for</span> <span class="nam">_j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">runs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">            <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">                <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">                <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">                <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">                <span class="nam">comm_world</span><span class="op">=</span><span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">                <span class="nam">problem_args</span><span class="op">=</span><span class="nam">problem_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">                <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">                <span class="nam">hooks</span><span class="op">=</span><span class="nam">hooks</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">            <span class="nam">comm_world</span><span class="op">.</span><span class="nam">Barrier</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">            <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">                    <span class="num">25</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">                    <span class="str">f'{problem.__name__}: {strategy} {handle} {num_procs} procs, {param}={param_range[i]:.2e}: e={data[param_range[i]]["e_global"][-1]}, t={data[param_range[i]]["t"][-1]}, k={data[param_range[i]]["k_SDC"][-1]}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">        <span class="key">import</span> <span class="nam">socket</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">        <span class="key">import</span> <span class="nam">time</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="str">'meta'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">            <span class="str">'hostname'</span><span class="op">:</span> <span class="nam">socket</span><span class="op">.</span><span class="nam">gethostname</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">            <span class="str">'time'</span><span class="op">:</span> <span class="nam">time</span><span class="op">.</span><span class="nam">time</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">            <span class="str">'runs'</span><span class="op">:</span> <span class="nam">runs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">        <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">get_path</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="nam">handle</span><span class="op">)</span><span class="op">,</span> <span class="str">'wb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">            <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Dumping file \"{get_path(problem, strategy, num_procs, handle=handle)}\"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">            <span class="nam">pickle</span><span class="op">.</span><span class="nam">dump</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t"><span class="key">def</span> <span class="nam">load</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t"><span class="str">    Load stored data. Arguments are passed on to `get_path`</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t"><span class="str">        dict: The data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">    <span class="nam">path</span> <span class="op">=</span> <span class="nam">get_path</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">    <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="str">'rb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">        <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Loading file \"{path}\"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">        <span class="nam">data</span> <span class="op">=</span> <span class="nam">pickle</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">    <span class="key">return</span> <span class="nam">data</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t"><span class="key">def</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t"><span class="str">    Get the work and precision from a data object.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t"><span class="str">        data (dict): Data from work-precision measurements</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t"><span class="str">        work_key (str): Name of variable on x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t"><span class="str">        precision_key (str): Name of variable on y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t"><span class="str">        list: Work</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t"><span class="str">        list: Precision</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">    <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="nam">key</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">key</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'meta'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">    <span class="nam">work</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nanmean</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">work_key</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">    <span class="nam">precision</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nanmean</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">precision_key</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">    <span class="key">return</span> <span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">    <span class="com"># prepare precision parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">    <span class="nam">param</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">    <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">        <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">        <span class="op">{</span><span class="op">}</span> <span class="key">if</span> <span class="nam">custom_description</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">custom_description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">    <span class="key">if</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'e_tol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">        <span class="nam">power</span> <span class="op">=</span> <span class="num">10.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter_loc</span><span class="op">[</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">+</span> <span class="op">[</span><span class="str">'dt_min'</span><span class="op">]</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">        <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">3</span><span class="op">,</span> <span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span><span class="op">[</span><span class="op">:</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_vdp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">            <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">4</span><span class="op">,</span> <span class="op">-</span><span class="num">3</span><span class="op">,</span> <span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">    <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'dt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">        <span class="nam">power</span> <span class="op">=</span> <span class="num">2.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">        <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">    <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'restol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">        <span class="nam">power</span> <span class="op">=</span> <span class="num">10.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">        <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_vdp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">            <span class="nam">exponents</span> <span class="op">=</span> <span class="op">[</span><span class="op">-</span><span class="num">4</span><span class="op">,</span> <span class="op">-</span><span class="num">3</span><span class="op">,</span> <span class="op">-</span><span class="num">2</span><span class="op">,</span> <span class="op">-</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f"I don't know how to get default value for parameter \"{param}\""</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t">    <span class="nam">where</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter_loc</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t">    <span class="nam">default</span> <span class="op">=</span> <span class="nam">get_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">where</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">    <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="nam">default</span> <span class="op">*</span> <span class="nam">power</span><span class="op">**</span><span class="nam">i</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">exponents</span><span class="op">]</span> <span class="key">if</span> <span class="nam">param_range</span> <span class="key">is</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">param_range</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t">    <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t">        <span class="key">if</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'restol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t">            <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-5</span><span class="op">,</span> <span class="num">1e-6</span><span class="op">,</span> <span class="num">1e-7</span><span class="op">,</span> <span class="num">1e-8</span><span class="op">,</span> <span class="num">1e-9</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">        <span class="key">elif</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'dt'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">            <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1.25</span><span class="op">,</span> <span class="num">2.5</span><span class="op">,</span> <span class="num">5.0</span><span class="op">,</span> <span class="num">10.0</span><span class="op">,</span> <span class="num">20.0</span><span class="op">]</span><span class="op">[</span><span class="op">:</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">    <span class="key">elif</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_AC'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">        <span class="key">if</span> <span class="nam">param</span> <span class="op">==</span> <span class="str">'e_tol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">            <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-4</span><span class="op">,</span> <span class="num">1e-5</span><span class="op">,</span> <span class="num">1e-6</span><span class="op">,</span> <span class="num">1e-7</span><span class="op">,</span> <span class="num">1e-8</span><span class="op">]</span><span class="op">[</span><span class="op">:</span><span class="op">:</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">    <span class="com"># run multiple times with different parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">param_range</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">where</span><span class="op">,</span> <span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">*</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_range_fac</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">key</span><span class="op">:</span> <span class="op">[</span><span class="op">]</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">MAPPINGS</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">[</span><span class="str">'param'</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">[</span><span class="nam">param</span><span class="op">]</span> <span class="op">=</span> <span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">        <span class="nam">description</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">            <span class="nam">descA</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span> <span class="nam">descB</span><span class="op">=</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">get_description_for_tolerance</span><span class="op">(</span><span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">param</span><span class="op">=</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">        <span class="key">for</span> <span class="nam">_j</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">runs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">            <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">                    <span class="num">24</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">                    <span class="str">f'Starting: {problem.__name__}: {strategy} {handle} {num_procs}-{num_procs_sweeper} procs, {param}={param_range[i]:.2e}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">            <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">                <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">                <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">                <span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">                <span class="nam">custom_description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">                <span class="nam">comm_world</span><span class="op">=</span><span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">                <span class="nam">problem_args</span><span class="op">=</span><span class="nam">problem_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">                <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">                <span class="nam">hooks</span><span class="op">=</span><span class="nam">hooks</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">                <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">                <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="nam">num_procs_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">            <span class="nam">comm_world</span><span class="op">.</span><span class="nam">Barrier</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">            <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">                <span class="key">if</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isfinite</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">[</span><span class="str">"k_linear"</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">                    <span class="nam">k_type</span> <span class="op">=</span> <span class="str">"k_linear"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">                <span class="key">elif</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isfinite</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">param_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">]</span><span class="op">[</span><span class="str">"k_Newton"</span><span class="op">]</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">                    <span class="nam">k_type</span> <span class="op">=</span> <span class="str">'k_Newton'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">                <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">                    <span class="nam">k_type</span> <span class="op">=</span> <span class="str">"k_SDC"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">                    <span class="num">25</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">                    <span class="str">f'{problem.__name__}: {strategy} {handle} {num_procs}-{num_procs_sweeper} procs, {param}={param_range[i]:.2e}: e={data[param_range[i]]["e_global"][-1]}, t={data[param_range[i]]["t"][-1]}, {k_type}={data[param_range[i]][k_type][-1]}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t"><span class="key">def</span> <span class="nam">get_order</span><span class="op">(</span><span class="nam">work_key</span><span class="op">=</span><span class="str">'e_global'</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">=</span><span class="str">'param'</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="nam">load</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="nam">handle</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">    <span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span> <span class="op">=</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t">        <span class="key">import</span> <span class="nam">socket</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">        <span class="key">import</span> <span class="nam">time</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">    <span class="nam">order</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">precision</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">/</span> <span class="nam">precision</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">work</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">/</span> <span class="nam">work</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">work</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'Order for {strategy} {handle}: {np.mean(order):.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">    <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">    <span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">    <span class="nam">work_key</span><span class="op">=</span><span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">    <span class="nam">precision_key</span><span class="op">=</span><span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">    <span class="nam">handle</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">    <span class="nam">plotting_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t"><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t"><span class="str">    Plot data from running a problem with a strategy.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t"><span class="str">        handle (str): The name of the configuration</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t"><span class="str">        plotting_params (dict): Will be passed when plotting</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="str">'meta'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">            <span class="str">'hostname'</span><span class="op">:</span> <span class="nam">socket</span><span class="op">.</span><span class="nam">gethostname</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t">            <span class="str">'time'</span><span class="op">:</span> <span class="nam">time</span><span class="op">.</span><span class="nam">time</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">            <span class="str">'runs'</span><span class="op">:</span> <span class="nam">runs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">        <span class="nam">path</span> <span class="op">=</span> <span class="nam">get_path</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="nam">handle</span><span class="op">,</span> <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="nam">num_procs_sweeper</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">        <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="str">'wb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">            <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Dumping file \"{path}\"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">            <span class="nam">pickle</span><span class="op">.</span><span class="nam">dump</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">        <span class="key">return</span> <span class="nam">data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t"><span class="key">def</span> <span class="nam">load</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t"><span class="str">    Load stored data. Arguments are passed on to `get_path`</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t"><span class="str">        dict: The data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">    <span class="nam">path</span> <span class="op">=</span> <span class="nam">get_path</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">    <span class="key">with</span> <span class="nam">open</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="str">'rb'</span><span class="op">)</span> <span class="key">as</span> <span class="nam">f</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t">        <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">f'Loading file \"{path}\"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">        <span class="nam">data</span> <span class="op">=</span> <span class="nam">pickle</span><span class="op">.</span><span class="nam">load</span><span class="op">(</span><span class="nam">f</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">    <span class="key">return</span> <span class="nam">data</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t"><span class="key">def</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t"><span class="str">    Get the work and precision from a data object.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">></span> <span class="num">0</span> <span class="key">or</span> <span class="nam">get_forbidden_combinations</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="nam">load</span><span class="op">(</span><span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="nam">handle</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">    <span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span> <span class="op">=</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">    <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="nam">key</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">key</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'meta'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">    <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="op">[</span><span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">        <span class="nam">rel_variance</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">std</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">me</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nanmean</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">me</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="num">1.0</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">        <span class="key">if</span> <span class="key">not</span> <span class="nam">all</span><span class="op">(</span><span class="nam">me</span> <span class="op">&lt;</span> <span class="num">1e-1</span> <span class="key">or</span> <span class="key">not</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isfinite</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">rel_variance</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">            <span class="nam">logger</span><span class="op">.</span><span class="nam">warning</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">                <span class="str">f"Variance in \"{key}\" for {get_path(problem, strategy, num_procs, handle)} too large! Got {rel_variance}"</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">    <span class="nam">style</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">        <span class="op">{</span><span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'{strategy.style["label"]}{f" {handle}" if handle else ""}'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">        <span class="nam">plotting_params</span> <span class="key">if</span> <span class="nam">plotting_params</span> <span class="key">else</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t"><span class="str">        data (dict): Data from work-precision measurements</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t"><span class="str">        work_key (str): Name of variable on x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t"><span class="str">        precision_key (str): Name of variable on y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t"><span class="str">        list: Work</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t"><span class="str">        list: Precision</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">    <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="nam">key</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">key</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'meta'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">    <span class="nam">work</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nanmean</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">work_key</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">    <span class="nam">precision</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nanmean</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">[</span><span class="nam">precision_key</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">    <span class="key">return</span> <span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t"><span class="key">def</span> <span class="nam">get_order</span><span class="op">(</span><span class="nam">work_key</span><span class="op">=</span><span class="str">'e_global'</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">=</span><span class="str">'param'</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="nam">load</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span> <span class="nam">handle</span><span class="op">=</span><span class="nam">handle</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t">    <span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span> <span class="op">=</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t">    <span class="nam">order</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">precision</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">/</span> <span class="nam">precision</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">np</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="nam">work</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="num">1</span><span class="op">]</span> <span class="op">/</span> <span class="nam">work</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">work</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'Order for {strategy} {handle}: {np.mean(order):.2f}'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span><span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span><span class="op">,</span> <span class="op">**</span><span class="nam">style</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">    <span class="com"># get_order(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">    <span class="com">#     problem=problem,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">    <span class="com">#     strategy=strategy,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">    <span class="com">#     num_procs=num_procs,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">    <span class="com">#     handle=handle,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">    <span class="com">#     work_key=work_key,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">    <span class="com">#     precision_key=precision_key,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">    <span class="com"># )</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">    <span class="key">if</span> <span class="str">'t'</span> <span class="key">in</span> <span class="op">[</span><span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">        <span class="nam">meta</span> <span class="op">=</span> <span class="nam">data</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'meta'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">        <span class="key">if</span> <span class="nam">meta</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'hostname'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span> <span class="key">in</span> <span class="op">[</span><span class="str">'thomas-work'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">text</span><span class="op">(</span><span class="num">0.1</span><span class="op">,</span> <span class="num">0.1</span><span class="op">,</span> <span class="str">"Laptop timings!"</span><span class="op">,</span> <span class="nam">transform</span><span class="op">=</span><span class="nam">ax</span><span class="op">.</span><span class="nam">transAxes</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">        <span class="key">if</span> <span class="nam">meta</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'runs'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">text</span><span class="op">(</span><span class="num">0.1</span><span class="op">,</span> <span class="num">0.2</span><span class="op">,</span> <span class="str">"No sampling!"</span><span class="op">,</span> <span class="nam">transform</span><span class="op">=</span><span class="nam">ax</span><span class="op">.</span><span class="nam">transAxes</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t"><span class="key">def</span> <span class="nam">decorate_panel</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">title_only</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t"><span class="str">    Decorate a plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t"><span class="str">        title_only (bool): Put only the title on top, or do the whole shebang</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">    <span class="nam">labels</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">        <span class="str">'k_SDC'</span><span class="op">:</span> <span class="str">'SDC iterations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">        <span class="str">'k_SDC_no_restart'</span><span class="op">:</span> <span class="str">'SDC iterations (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">        <span class="str">'k_Newton'</span><span class="op">:</span> <span class="str">'Newton iterations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="str">'k_Newton_no_restart'</span><span class="op">:</span> <span class="str">'Newton iterations (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">        <span class="str">'k_rhs'</span><span class="op">:</span> <span class="str">'right hand side evaluations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">        <span class="str">'t'</span><span class="op">:</span> <span class="str">'wall clock time / s'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">        <span class="str">'e_global'</span><span class="op">:</span> <span class="str">'global error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">        <span class="str">'e_global_rel'</span><span class="op">:</span> <span class="str">'relative global error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">        <span class="str">'e_local_max'</span><span class="op">:</span> <span class="str">'max. local error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">        <span class="str">'restart'</span><span class="op">:</span> <span class="str">'restarts'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">        <span class="str">'dt_max'</span><span class="op">:</span> <span class="str">r'$\Delta t_\mathrm{max}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">        <span class="str">'dt_mean'</span><span class="op">:</span> <span class="str">r'$\bar{\Delta t}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">        <span class="str">'param'</span><span class="op">:</span> <span class="str">'parameter'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">        <span class="str">'u0_increment_max'</span><span class="op">:</span> <span class="str">r'$\| \Delta u_0 \|_{\infty} $'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">        <span class="str">'u0_increment_mean'</span><span class="op">:</span> <span class="str">r'$\bar{\Delta u_0}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">        <span class="str">'u0_increment_max_no_restart'</span><span class="op">:</span> <span class="str">r'$\| \Delta u_0 \|_{\infty} $ (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">        <span class="str">'u0_increment_mean_no_restart'</span><span class="op">:</span> <span class="str">r'$\bar{\Delta u_0}$ (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">    <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">    <span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t">    <span class="nam">work_key</span><span class="op">=</span><span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">    <span class="nam">precision_key</span><span class="op">=</span><span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t">    <span class="nam">handle</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">    <span class="nam">plotting_params</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">    <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">    <span class="nam">mode</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t"><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t"><span class="str">    Plot data from running a problem with a strategy.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t"><span class="str">        strategy (Strategy): SDC strategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t"><span class="str">        handle (str): The name of the configuration</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">        plotting_params (dict): Will be passed when plotting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t"><span class="str">        num_procs_sweeper (int): Number of processes for the sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t"><span class="str">        mode (str): The of the configurations you want to retrieve</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">></span> <span class="num">0</span> <span class="key">or</span> <span class="nam">get_forbidden_combinations</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">strategy</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="nam">load</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">        <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">        <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">        <span class="nam">handle</span><span class="op">=</span><span class="nam">handle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">        <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="nam">num_procs_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">        <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">    <span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span> <span class="op">=</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">    <span class="nam">keys</span> <span class="op">=</span> <span class="op">[</span><span class="nam">key</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">data</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">key</span> <span class="key">not</span> <span class="key">in</span> <span class="op">[</span><span class="str">'meta'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">    <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="op">[</span><span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">        <span class="nam">rel_variance</span> <span class="op">=</span> <span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">std</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">me</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span> <span class="op">/</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">nanmean</span><span class="op">(</span><span class="nam">data</span><span class="op">[</span><span class="nam">me</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="num">1.0</span><span class="op">]</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">keys</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">        <span class="key">if</span> <span class="key">not</span> <span class="nam">all</span><span class="op">(</span><span class="nam">me</span> <span class="op">&lt;</span> <span class="num">1e-1</span> <span class="key">or</span> <span class="key">not</span> <span class="nam">np</span><span class="op">.</span><span class="nam">isfinite</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">rel_variance</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t">            <span class="nam">logger</span><span class="op">.</span><span class="nam">warning</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">                <span class="str">f"Variance in \"{key}\" for {get_path(problem, strategy, num_procs, handle, num_procs_sweeper=num_procs_sweeper, mode=mode)} too large! Got {rel_variance}"</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">    <span class="key">if</span> <span class="key">not</span> <span class="nam">title_only</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="nam">labels</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">work_key</span><span class="op">,</span> <span class="str">'work'</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="nam">labels</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">precision_key</span><span class="op">,</span> <span class="str">'precision'</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">        <span class="com"># ax.legend(frameon=False)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t">    <span class="nam">style</span> <span class="op">=</span> <span class="nam">merge_descriptions</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">        <span class="op">{</span><span class="op">**</span><span class="nam">strategy</span><span class="op">.</span><span class="nam">style</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'{strategy.style["label"]}{f" {handle}" if handle else ""}'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">        <span class="nam">plotting_params</span> <span class="key">if</span> <span class="nam">plotting_params</span> <span class="key">else</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">    <span class="nam">titles</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">        <span class="str">'run_vdp'</span><span class="op">:</span> <span class="str">'Van der Pol'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">        <span class="str">'run_Lorenz'</span><span class="op">:</span> <span class="str">'Lorenz attractor'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">        <span class="str">'run_Schroedinger'</span><span class="op">:</span> <span class="str">r'Schr\"odinger'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">        <span class="str">'run_quench'</span><span class="op">:</span> <span class="str">'Quench'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="nam">titles</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span><span class="op">,</span> <span class="str">''</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t"><span class="key">def</span> <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">    <span class="nam">configurations</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">    <span class="nam">work_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">    <span class="nam">precision_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">    <span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">    <span class="nam">decorate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">    <span class="nam">record</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">    <span class="nam">runs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">    <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t"><span class="str">    Run for multiple configurations.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t"><span class="str">        configurations (dict): The configurations you want to run with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t"><span class="str">        decorate (bool): Whether to decorate fully or only put the title</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t"><span class="str">        record (bool): Whether to only plot or also record the data first</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t"><span class="str">        runs (int): Number of runs you want to do</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t"><span class="str">        plotting (bool): Whether to plot something</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">    <span class="key">for</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">config</span> <span class="key">in</span> <span class="nam">configurations</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">config</span><span class="op">[</span><span class="str">'strategies'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">            <span class="nam">shared_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">                <span class="str">'problem'</span><span class="op">:</span> <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">                <span class="str">'strategy'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'handle'</span><span class="op">,</span> <span class="str">''</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_procs'</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">            <span class="key">if</span> <span class="nam">record</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">'Recording work precision'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">                <span class="nam">record_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">                    <span class="op">**</span><span class="nam">shared_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">                    <span class="nam">custom_description</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'custom_description'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">                    <span class="nam">runs</span><span class="op">=</span><span class="nam">runs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">                    <span class="nam">comm_world</span><span class="op">=</span><span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">                    <span class="nam">problem_args</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'problem_args'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">                    <span class="nam">param_range</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'param_range'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">                    <span class="nam">hooks</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'hooks'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">                    <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">            <span class="key">if</span> <span class="nam">plotting</span> <span class="key">and</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">'Plotting'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">                <span class="nam">plot_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">                    <span class="op">**</span><span class="nam">shared_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">                    <span class="nam">work_key</span><span class="op">=</span><span class="nam">work_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">                    <span class="nam">precision_key</span><span class="op">=</span><span class="nam">precision_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">                    <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">                    <span class="nam">plotting_params</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'plotting_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">                    <span class="nam">comm_world</span><span class="op">=</span><span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">        <span class="nam">decorate_panel</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">work_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">precision_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">            <span class="nam">title_only</span><span class="op">=</span><span class="key">not</span> <span class="nam">decorate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t"><span class="key">def</span> <span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problem</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t"><span class="str">    Get configurations for work-precision plots. These are dictionaries containing strategies and handles and so on.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t"><span class="str">        mode (str): The of the configurations you want to retrieve</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t"><span class="str">        dict: Configurations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="nam">configurations</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">    <span class="key">if</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">,</span> <span class="nam">IterateStrategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">loglog</span><span class="op">(</span><span class="nam">work</span><span class="op">,</span> <span class="nam">precision</span><span class="op">,</span> <span class="op">**</span><span class="nam">style</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">    <span class="com"># get_order(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">    <span class="com">#     problem=problem,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">    <span class="com">#     strategy=strategy,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">    <span class="com">#     num_procs=num_procs,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">    <span class="com">#     handle=handle,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">    <span class="com">#     work_key=work_key,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">    <span class="com">#     precision_key=precision_key,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">    <span class="com"># )</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">    <span class="key">if</span> <span class="str">'t'</span> <span class="key">in</span> <span class="op">[</span><span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">        <span class="nam">meta</span> <span class="op">=</span> <span class="nam">data</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'meta'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">        <span class="key">if</span> <span class="nam">meta</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'hostname'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span> <span class="key">in</span> <span class="op">[</span><span class="str">'thomas-work'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">text</span><span class="op">(</span><span class="num">0.1</span><span class="op">,</span> <span class="num">0.1</span><span class="op">,</span> <span class="str">"Laptop timings!"</span><span class="op">,</span> <span class="nam">transform</span><span class="op">=</span><span class="nam">ax</span><span class="op">.</span><span class="nam">transAxes</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">        <span class="key">if</span> <span class="nam">meta</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'runs'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">text</span><span class="op">(</span><span class="num">0.1</span><span class="op">,</span> <span class="num">0.2</span><span class="op">,</span> <span class="str">"No sampling!"</span><span class="op">,</span> <span class="nam">transform</span><span class="op">=</span><span class="nam">ax</span><span class="op">.</span><span class="nam">transAxes</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t"><span class="key">def</span> <span class="nam">plot_parallel_efficiency_diagonalSDC</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">    <span class="nam">ax</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">,</span> <span class="nam">num_procs_sweeper</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t"><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">    <span class="nam">serial_data</span> <span class="op">=</span> <span class="nam">load</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">        <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">    <span class="nam">parallel_data</span> <span class="op">=</span> <span class="nam">load</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">        <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">        <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="nam">num_procs_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">    <span class="nam">serial_work</span><span class="op">,</span> <span class="nam">serial_precision</span> <span class="op">=</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">serial_data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">    <span class="nam">parallel_work</span><span class="op">,</span> <span class="nam">parallel_precision</span> <span class="op">=</span> <span class="nam">extract_data</span><span class="op">(</span><span class="nam">parallel_data</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">    <span class="com"># assert np.allclose(serial_precision, parallel_precision)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">    <span class="nam">serial_work</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">asarray</span><span class="op">(</span><span class="nam">serial_work</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">    <span class="nam">parallel_work</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">asarray</span><span class="op">(</span><span class="nam">parallel_work</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">    <span class="com"># ax.loglog(serial_work, serial_precision)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">    <span class="com"># ax.loglog(parallel_work, parallel_precision)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">    <span class="nam">speedup</span> <span class="op">=</span> <span class="nam">serial_work</span> <span class="op">/</span> <span class="nam">parallel_work</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">    <span class="nam">parallel_efficiency</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">median</span><span class="op">(</span><span class="nam">speedup</span><span class="op">)</span> <span class="op">/</span> <span class="nam">num_procs_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">serial_precision</span><span class="op">,</span> <span class="nam">speedup</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'speedup'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">    <span class="key">if</span> <span class="str">'t'</span> <span class="key">in</span> <span class="op">[</span><span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t">        <span class="nam">meta</span> <span class="op">=</span> <span class="nam">parallel_data</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'meta'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">        <span class="key">if</span> <span class="nam">meta</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'hostname'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span> <span class="key">in</span> <span class="op">[</span><span class="str">'thomas-work'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">text</span><span class="op">(</span><span class="num">0.1</span><span class="op">,</span> <span class="num">0.1</span><span class="op">,</span> <span class="str">"Laptop timings!"</span><span class="op">,</span> <span class="nam">transform</span><span class="op">=</span><span class="nam">ax</span><span class="op">.</span><span class="nam">transAxes</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t">        <span class="key">if</span> <span class="nam">meta</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'runs'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span> <span class="op">==</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">text</span><span class="op">(</span><span class="num">0.1</span><span class="op">,</span> <span class="num">0.2</span><span class="op">,</span> <span class="str">"No sampling!"</span><span class="op">,</span> <span class="nam">transform</span><span class="op">=</span><span class="nam">ax</span><span class="op">.</span><span class="nam">transAxes</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">    <span class="key">return</span> <span class="nam">np</span><span class="op">.</span><span class="nam">median</span><span class="op">(</span><span class="nam">speedup</span><span class="op">)</span><span class="op">,</span> <span class="nam">parallel_efficiency</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t"><span class="key">def</span> <span class="nam">decorate_panel</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">title_only</span><span class="op">=</span><span class="key">False</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t"><span class="str">    Decorate a plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t"><span class="str">        title_only (bool): Put only the title on top, or do the whole shebang</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">    <span class="nam">labels</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">        <span class="str">'k_SDC'</span><span class="op">:</span> <span class="str">'SDC iterations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">        <span class="str">'k_SDC_no_restart'</span><span class="op">:</span> <span class="str">'SDC iterations (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">        <span class="str">'k_Newton'</span><span class="op">:</span> <span class="str">'Newton iterations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="str">'k_Newton_no_restart'</span><span class="op">:</span> <span class="str">'Newton iterations (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">        <span class="str">'k_rhs'</span><span class="op">:</span> <span class="str">'right hand side evaluations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">        <span class="str">'t'</span><span class="op">:</span> <span class="str">'wall clock time / s'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">        <span class="str">'e_global'</span><span class="op">:</span> <span class="str">'global error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">        <span class="str">'e_global_rel'</span><span class="op">:</span> <span class="str">'relative global error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">        <span class="str">'e_local_max'</span><span class="op">:</span> <span class="str">'max. local error'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">        <span class="str">'restart'</span><span class="op">:</span> <span class="str">'restarts'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">        <span class="str">'dt_max'</span><span class="op">:</span> <span class="str">r'$\Delta t_\mathrm{max}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">        <span class="str">'dt_mean'</span><span class="op">:</span> <span class="str">r'$\bar{\Delta t}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">        <span class="str">'param'</span><span class="op">:</span> <span class="str">'parameter'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">        <span class="str">'u0_increment_max'</span><span class="op">:</span> <span class="str">r'$\| \Delta u_0 \|_{\infty} $'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">        <span class="str">'u0_increment_mean'</span><span class="op">:</span> <span class="str">r'$\bar{\Delta u_0}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">        <span class="str">'u0_increment_max_no_restart'</span><span class="op">:</span> <span class="str">r'$\| \Delta u_0 \|_{\infty} $ (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">        <span class="str">'u0_increment_mean_no_restart'</span><span class="op">:</span> <span class="str">r'$\bar{\Delta u_0}$ (restarts excluded)'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">        <span class="str">'k_linear'</span><span class="op">:</span> <span class="str">'Linear solver iterations'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">        <span class="str">'speedup'</span><span class="op">:</span> <span class="str">'Speedup'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">        <span class="str">'nprocs'</span><span class="op">:</span> <span class="str">r'$N_\mathrm{procs}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="str">''</span><span class="op">:</span> <span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">        <span class="nam">handle</span> <span class="op">=</span> <span class="str">'regular'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">handle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'step_size_limiting'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">ESDIRKStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">        <span class="nam">limits</span> <span class="op">=</span> <span class="op">[</span><span class="num">25.0</span><span class="op">,</span> <span class="num">50.0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">        <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'teal'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">        <span class="nam">markers</span> <span class="op">=</span> <span class="op">[</span><span class="str">'v'</span><span class="op">,</span> <span class="str">'x'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">        <span class="nam">markersize</span> <span class="op">=</span> <span class="num">9</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">limits</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="nam">StepSizeLimiter</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">limits</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="str">f'steplimiter{limits[i]:.0f}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">                    <span class="str">'color'</span><span class="op">:</span> <span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">                    <span class="str">'marker'</span><span class="op">:</span> <span class="nam">markers</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">                    <span class="str">'label'</span><span class="op">:</span> <span class="str">rf'$\Delta t \leq {{{limits[i]:.0f}}}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">                    <span class="str">'ls'</span><span class="op">:</span> <span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t">                    <span class="str">'markersize'</span><span class="op">:</span> <span class="nam">markersize</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">99</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'no limits'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t">                <span class="str">'label'</span><span class="op">:</span> <span class="str">'no limiter'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t">                <span class="str">'ls'</span><span class="op">:</span> <span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t">                <span class="str">'markersize'</span><span class="op">:</span> <span class="nam">markersize</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'dynamic_restarts'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">AdaptivityRestartFirstStep</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t">        <span class="com"># configurations[1] = {</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t">        <span class="com">#    'custom_description': {},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t">        <span class="com">#    'handle': 'dynamic restarts',</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t">        <span class="com">#    'plotting_params': {'label': 'adaptivity (dynamic restarts)', 'ls': '-.'},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t">        <span class="com">#    'strategies': [AdaptivityStrategy(useMPI=True)],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t">        <span class="com"># }</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t">        <span class="com"># configurations[2] = {</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t">        <span class="com">#    'custom_description': {},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t">        <span class="com">#    'handle': 'regular',</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t">        <span class="com">#    'plotting_params': {'label': 'adaptivity'},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">        <span class="com">#    'strategies': [AdaptivityRestartFirstStep(useMPI=True)],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">        <span class="com"># }</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'adaptivity {num_procs} procs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityRestartFirstStep</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'compare_strategies'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">,</span> <span class="nam">IterateStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">        <span class="nam">description_high_order</span> <span class="op">=</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">        <span class="nam">description_low_order</span> <span class="op">=</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t">        <span class="nam">dashed</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">description_high_order</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">r'high order'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">description_low_order</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">r'low order'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">dashed</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t">        <span class="nam">description_large_step</span> <span class="op">=</span> <span class="op">{</span><span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">5.0</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span> <span class="key">else</span> <span class="num">3e-2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">        <span class="nam">description_small_step</span> <span class="op">=</span> <span class="op">{</span><span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="num">1.0</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_quench'</span> <span class="key">else</span> <span class="num">1e-2</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">description_large_step</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">r'large step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">dashed</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">description_small_step</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">r'small step'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'RK'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">DIRKStrategy</span><span class="op">,</span> <span class="nam">ERKStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">        <span class="com"># from pySDC.implementations.sweeper_classes.explicit import explicit</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t">        <span class="com"># configurations[3] = {</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t">        <span class="com">#    'custom_description': {</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t">        <span class="com">#        'step_params': {'maxiter': 5},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">        <span class="com">#        'sweeper_params': {'QE': 'EE'},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t">        <span class="com">#        'sweeper_class': explicit,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">        <span class="com">#    },</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t">        <span class="com">#    'handle': 'explicit order 4',</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">        <span class="com">#    'strategies': [AdaptivityStrategy(useMPI=True)],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">        <span class="com">#    'plotting_params': {'ls': ':', 'label': 'explicit SDC5(4)'},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">        <span class="com"># }</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">DIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'order 5'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">'SDC5(4)'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">4</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'order 4'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">'SDC4(3)'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'parallel_efficiency'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">            <span class="nam">IterateStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t">        <span class="nam">descIterate</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t">        <span class="nam">descIterate</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">fr'$\Delta t$ adaptivity {num_procs} procs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">fr'$k$ adaptivity {num_procs} procs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span> <span class="op">+</span> <span class="num">100</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">IterateStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">descIterate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t">            <span class="com"># plotting_params = {'ls': ls[num_procs], 'label': fr'fixed {num_procs} procs'}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t">            <span class="com"># configurations[num_procs + 999] = {</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">            <span class="com">#     'strategies': [BaseStrategy(True)],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">            <span class="com">#     'custom_description': desc,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">            <span class="com">#     'num_procs': num_procs,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">            <span class="com">#     'plotting_params': plotting_params,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">            <span class="com"># }</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span><span class="op">[</span><span class="op">:</span><span class="num">13</span><span class="op">]</span> <span class="op">==</span> <span class="str">'vdp_stiffness'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">ERKStrategy</span><span class="op">,</span> <span class="nam">DIRKStrategy</span><span class="op">,</span> <span class="nam">ESDIRKStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t">        <span class="nam">mu</span> <span class="op">=</span> <span class="nam">float</span><span class="op">(</span><span class="nam">mode</span><span class="op">[</span><span class="num">14</span><span class="op">:</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t">        <span class="nam">problem_desc</span> <span class="op">=</span> <span class="op">{</span><span class="str">'problem_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'mu'</span><span class="op">:</span> <span class="nam">mu</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">    <span class="key">if</span> <span class="key">not</span> <span class="nam">title_only</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="nam">labels</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">work_key</span><span class="op">,</span> <span class="str">'work'</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="nam">labels</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">precision_key</span><span class="op">,</span> <span class="str">'precision'</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">        <span class="com"># ax.legend(frameon=False)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">    <span class="nam">titles</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">        <span class="str">'run_vdp'</span><span class="op">:</span> <span class="str">'Van der Pol'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">        <span class="str">'run_Lorenz'</span><span class="op">:</span> <span class="str">'Lorenz attractor'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">        <span class="str">'run_Schroedinger'</span><span class="op">:</span> <span class="str">r'Schr\"odinger'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">        <span class="str">'run_quench'</span><span class="op">:</span> <span class="str">'Quench'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">    <span class="nam">ax</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="nam">titles</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span><span class="op">,</span> <span class="str">''</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t"><span class="key">def</span> <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">    <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">    <span class="nam">configurations</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">    <span class="nam">work_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">    <span class="nam">precision_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">    <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">    <span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">    <span class="nam">decorate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">    <span class="nam">record</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t">    <span class="nam">runs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t">    <span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t">    <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t">    <span class="nam">Tend</span><span class="op">=</span><span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t">    <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t">    <span class="nam">mode</span><span class="op">=</span><span class="str">''</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t"><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t"><span class="str">    Run for multiple configurations.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t"><span class="str">        configurations (dict): The configurations you want to run with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t"><span class="str">        num_procs (int): Number of processes for the time communicator</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t"><span class="str">        ax (matplotlib.pyplot.axes): Somewhere to plot</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t"><span class="str">        decorate (bool): Whether to decorate fully or only put the title</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t"><span class="str">        record (bool): Whether to only plot or also record the data first</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t"><span class="str">        runs (int): Number of runs you want to do</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t"><span class="str">        comm_world (mpi4py.MPI.Intracomm): Communicator that is available for the entire script</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t"><span class="str">        plotting (bool): Whether to plot something</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t"><span class="str">        num_procs_sweeper (int): Number of processes for the sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t"><span class="str">        mode (str): What you want to look at</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t">    <span class="key">for</span> <span class="nam">_</span><span class="op">,</span> <span class="nam">config</span> <span class="key">in</span> <span class="nam">configurations</span><span class="op">.</span><span class="nam">items</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">config</span><span class="op">[</span><span class="str">'strategies'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t">            <span class="nam">shared_args</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t">                <span class="str">'problem'</span><span class="op">:</span> <span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">                <span class="str">'strategy'</span><span class="op">:</span> <span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'handle'</span><span class="op">,</span> <span class="str">''</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_procs'</span><span class="op">,</span> <span class="nam">num_procs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">                <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_procs_sweeper'</span><span class="op">,</span> <span class="nam">num_procs_sweeper</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">            <span class="key">if</span> <span class="nam">record</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">'Recording work precision'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t">                <span class="nam">record_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t">                    <span class="op">**</span><span class="nam">shared_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t">                    <span class="nam">custom_description</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'custom_description'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t">                    <span class="nam">runs</span><span class="op">=</span><span class="nam">runs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">                    <span class="nam">comm_world</span><span class="op">=</span><span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t">                    <span class="nam">problem_args</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'problem_args'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">                    <span class="nam">param_range</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'param_range'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">                    <span class="nam">hooks</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'hooks'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">                    <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">                    <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t">            <span class="key">if</span> <span class="nam">plotting</span> <span class="key">and</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t">                <span class="nam">logger</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">'Plotting'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">                <span class="nam">plot_work_precision</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">                    <span class="op">**</span><span class="nam">shared_args</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t">                    <span class="nam">work_key</span><span class="op">=</span><span class="nam">work_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t">                    <span class="nam">precision_key</span><span class="op">=</span><span class="nam">precision_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">                    <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">                    <span class="nam">plotting_params</span><span class="op">=</span><span class="nam">config</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'plotting_params'</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">                    <span class="nam">comm_world</span><span class="op">=</span><span class="nam">comm_world</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">                    <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t">        <span class="nam">decorate_panel</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">work_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">precision_key</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t">            <span class="nam">title_only</span><span class="op">=</span><span class="key">not</span> <span class="nam">decorate</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t"><span class="key">def</span> <span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problem</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t"><span class="str">    Get configurations for work-precision plots. These are dictionaries containing strategies and handles and so on.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t"><span class="str">        mode (str): The of the configurations you want to retrieve</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t"><span class="str">        dict: Configurations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t">    <span class="nam">configurations</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t">    <span class="key">if</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'regular'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">,</span> <span class="nam">IterateStrategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t">        <span class="nam">handle</span> <span class="op">=</span> <span class="str">'regular'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">handle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'step_size_limiting'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="nam">StepSizeLimiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">ESDIRKStrategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t">        <span class="nam">limits</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">            <span class="num">25.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t">            <span class="num">50.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">        <span class="nam">colors</span> <span class="op">=</span> <span class="op">[</span><span class="str">'teal'</span><span class="op">,</span> <span class="str">'magenta'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">        <span class="nam">markers</span> <span class="op">=</span> <span class="op">[</span><span class="str">'v'</span><span class="op">,</span> <span class="str">'x'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">        <span class="nam">markersize</span> <span class="op">=</span> <span class="num">9</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">limits</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'convergence_controllers'</span><span class="op">:</span> <span class="op">{</span><span class="nam">StepSizeLimiter</span><span class="op">:</span> <span class="op">{</span><span class="str">'dt_max'</span><span class="op">:</span> <span class="nam">limits</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="str">f'steplimiter{limits[i]:.0f}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">                    <span class="str">'color'</span><span class="op">:</span> <span class="nam">colors</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t">                    <span class="str">'marker'</span><span class="op">:</span> <span class="nam">markers</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t">                    <span class="str">'label'</span><span class="op">:</span> <span class="str">rf'$\Delta t \leq {{{limits[i]:.0f}}}$'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t">                    <span class="com"># 'ls': '',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t">                    <span class="str">'markersize'</span><span class="op">:</span> <span class="nam">markersize</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">99</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'no limits'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">                <span class="str">'label'</span><span class="op">:</span> <span class="str">'no limiter'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">                <span class="com"># 'ls': '',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">                <span class="str">'markersize'</span><span class="op">:</span> <span class="nam">markersize</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'dynamic_restarts'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t"><span class="str">        Compare Block Gauss-Seidel SDC with restarting the first step in the block or the first step that exceeded the error threshold.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">AdaptivityRestartFirstStep</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'adaptivity {num_procs} procs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">AdaptivityRestartFirstStep</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'compare_strategies'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t"><span class="str">        Compare the different SDC strategies.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t">            <span class="nam">kAdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span> <span class="key">in</span> <span class="op">[</span><span class="num">5</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'GSSDC {num_procs} procs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">'SDC'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">'CP5(4)'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">problem_desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">            <span class="com">#'param_range': [1e-2],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">        <span class="com"># configurations[3] = {</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">        <span class="com">#     'strategies': [DIRKStrategy(useMPI=True)],</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="com">#     'num_procs': 1,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">        <span class="com">#     'handle': mode,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">        <span class="com">#     'plotting_params': {'label': 'DIRK4(3)'},</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">        <span class="com">#     'custom_description': problem_desc,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">        <span class="com"># }</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">'ESDIRK5(3)'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">problem_desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'compare_adaptivity'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t">        <span class="com"># TODO: configurations not final!</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t">            <span class="nam">AdaptivityCollocationTypeStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">            <span class="nam">AdaptivityCollocationRefinementStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t">            <span class="nam">AdaptivityExtrapolationWithinQStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">            <span class="nam">AdaptivityCollocationTypeStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">            <span class="nam">AdaptivityCollocationRefinementStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">        <span class="nam">restol</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">        <span class="key">for</span> <span class="nam">strategy</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">            <span class="nam">strategy</span><span class="op">.</span><span class="nam">restol</span> <span class="op">=</span> <span class="nam">restol</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">99</span><span class="op">}</span><span class="op">,</span> <span class="str">'level_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'restol'</span><span class="op">:</span> <span class="num">1e-11</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityExtrapolationWithinQStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">        <span class="com"># strategies2 = [AdaptivityCollocationTypeStrategy(useMPI=True), AdaptivityCollocationRefinementStrategy(useMPI=True)]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">        <span class="com"># restol = 1e-6</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">        <span class="com"># for strategy in strategies2:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">        <span class="com">#    strategy.restol = restol</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">        <span class="com"># configurations[3] = {'strategies':strategies2, 'handle': 'low restol', 'plotting_params': {'ls': '--'}}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'quench'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">            <span class="nam">DoubleAdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">            <span class="nam">IterateStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">        <span class="nam">dumbledoresarmy</span> <span class="op">=</span> <span class="nam">DoubleAdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">        <span class="com"># dumbledoresarmy.residual_e_tol_ratio = 1e2</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">        <span class="nam">dumbledoresarmy</span><span class="op">.</span><span class="nam">residual_e_tol_abs</span> <span class="op">=</span> <span class="num">1e-3</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">            <span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">            <span class="nam">dumbledoresarmy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">            <span class="str">'problem_args'</span><span class="op">:</span> <span class="op">{</span><span class="str">'imex'</span><span class="op">:</span> <span class="key">True</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'IMEX'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">        <span class="nam">inexact</span> <span class="op">=</span> <span class="op">{</span><span class="str">'problem_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'newton_iter'</span><span class="op">:</span> <span class="num">30</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">inexact</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'inexact'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">':'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t">        <span class="nam">LU</span> <span class="op">=</span> <span class="op">{</span><span class="str">'sweeper_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'LU'</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">LU</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'LU'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'preconditioners'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">            <span class="nam">IterateStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">            <span class="nam">ESDIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">            <span class="nam">ERKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t">        <span class="nam">precons</span> <span class="op">=</span> <span class="op">[</span><span class="str">'IE'</span><span class="op">,</span> <span class="str">'LU'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'-'</span><span class="op">,</span> <span class="str">'--'</span><span class="op">,</span> <span class="str">'-.'</span><span class="op">,</span> <span class="str">':'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">precons</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">precons</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">copy</span><span class="op">.</span><span class="nam">deepcopy</span><span class="op">(</span><span class="nam">desc</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">precons</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t899" href="#t899">899</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">                <span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">                <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'RK_comp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t910" href="#t910">910</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t">            <span class="nam">IterateStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t">            <span class="nam">ERKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t">            <span class="nam">DIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t">            <span class="nam">ESDIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t916" href="#t916">916</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t">        <span class="nam">descIterate</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t">        <span class="nam">descIterate</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t931" href="#t931">931</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t">        <span class="nam">desc_RK</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t">            <span class="nam">desc_RK</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'imex'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t937" href="#t937">937</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t939" href="#t939">939</a></span><span class="t">                <span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t940" href="#t940">940</a></span><span class="t">                <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t941" href="#t941">941</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t942" href="#t942">942</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t943" href="#t943">943</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_RK</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t944" href="#t944">944</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t945" href="#t945">945</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t946" href="#t946">946</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span><span class="op">,</span> <span class="nam">label</span> <span class="key">in</span> <span class="nam">zip</span><span class="op">(</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="str">'GSSDC 4 procs'</span><span class="op">,</span> <span class="str">'SDC'</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t947" href="#t947">947</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t948" href="#t948">948</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t949" href="#t949">949</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t950" href="#t950">950</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t951" href="#t951">951</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="nam">label</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t952" href="#t952">952</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t953" href="#t953">953</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'imex'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t954" href="#t954">954</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">ESDIRKStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t955" href="#t955">955</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t956" href="#t956">956</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t957" href="#t957">957</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t958" href="#t958">958</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t959" href="#t959">959</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t960" href="#t960">960</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t961" href="#t961">961</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t962" href="#t962">962</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t963" href="#t963">963</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t964" href="#t964">964</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t965" href="#t965">965</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t966" href="#t966">966</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t967" href="#t967">967</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t968" href="#t968">968</a></span><span class="t">        <span class="nam">desc_RK</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t969" href="#t969">969</a></span><span class="t">        <span class="nam">desc_RK</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'imex'</span><span class="op">:</span> <span class="key">False</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t970" href="#t970">970</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t971" href="#t971">971</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t972" href="#t972">972</a></span><span class="t">                <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t973" href="#t973">973</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t974" href="#t974">974</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t975" href="#t975">975</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_RK</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t976" href="#t976">976</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t977" href="#t977">977</a></span><span class="t">        <span class="nam">i</span> <span class="op">=</span> <span class="num">10</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t978" href="#t978">978</a></span><span class="t">        <span class="key">for</span> <span class="nam">imex</span><span class="op">,</span> <span class="nam">label</span><span class="op">,</span> <span class="nam">ls</span> <span class="key">in</span> <span class="nam">zip</span><span class="op">(</span><span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="str">'IMEX'</span><span class="op">,</span> <span class="str">'fully implicit'</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="str">'-'</span><span class="op">,</span> <span class="str">':'</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t979" href="#t979">979</a></span><span class="t">            <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'imex'</span><span class="op">:</span> <span class="nam">imex</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t980" href="#t980">980</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'{label} SDC'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t981" href="#t981">981</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t982" href="#t982">982</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t983" href="#t983">983</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">copy</span><span class="op">.</span><span class="nam">deepcopy</span><span class="op">(</span><span class="nam">desc</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t984" href="#t984">984</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t985" href="#t985">985</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t986" href="#t986">986</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">label</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t987" href="#t987">987</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t988" href="#t988">988</a></span><span class="t">            <span class="nam">i</span> <span class="op">+=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t989" href="#t989">989</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'newton_tol'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t990" href="#t990">990</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">,</span> <span class="nam">IterateStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t991" href="#t991">991</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t992" href="#t992">992</a></span><span class="t">        <span class="nam">tol_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-7</span><span class="op">,</span> <span class="num">1e-9</span><span class="op">,</span> <span class="num">1e-11</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t993" href="#t993">993</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'-'</span><span class="op">,</span> <span class="str">'--'</span><span class="op">,</span> <span class="str">'-.'</span><span class="op">,</span> <span class="str">':'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t994" href="#t994">994</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">tol_range</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t995" href="#t995">995</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t996" href="#t996">996</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t997" href="#t997">997</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t998" href="#t998">998</a></span><span class="t">                    <span class="str">'problem_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'newton_tol'</span><span class="op">:</span> <span class="nam">tol_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t999" href="#t999">999</a></span><span class="t">                    <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1000" href="#t1000">1000</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1001" href="#t1001">1001</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="str">f"Newton tol={tol_range[i]:.1e}"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1002" href="#t1002">1002</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1003" href="#t1003">1003</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1004" href="#t1004">1004</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span> <span class="op">+</span> <span class="nam">len</span><span class="op">(</span><span class="nam">tol_range</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1005" href="#t1005">1005</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">IterateStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1006" href="#t1006">1006</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1007" href="#t1007">1007</a></span><span class="t">                    <span class="str">'problem_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'newton_tol'</span><span class="op">:</span> <span class="nam">tol_range</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1008" href="#t1008">1008</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1009" href="#t1009">1009</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="str">f"Newton tol={tol_range[i]:.1e}"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1010" href="#t1010">1010</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1011" href="#t1011">1011</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1012" href="#t1012">1012</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'avoid_restarts'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1013" href="#t1013">1013</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1014" href="#t1014">1014</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1015" href="#t1015">1015</a></span><span class="t">            <span class="nam">AdaptivityAvoidRestartsStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1016" href="#t1016">1016</a></span><span class="t">            <span class="nam">AdaptivityInterpolationStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1017" href="#t1017">1017</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1018" href="#t1018">1018</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1019" href="#t1019">1019</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="str">'sweeper_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span><span class="op">,</span> <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1020" href="#t1020">1020</a></span><span class="t">        <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-3</span><span class="op">,</span> <span class="num">1e-5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1021" href="#t1021">1021</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1022" href="#t1022">1022</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityInterpolationStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1023" href="#t1023">1023</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1024" href="#t1024">1024</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1025" href="#t1025">1025</a></span><span class="t">            <span class="str">'param_range'</span><span class="op">:</span> <span class="nam">param_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1026" href="#t1026">1026</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1027" href="#t1027">1027</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1028" href="#t1028">1028</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityAvoidRestartsStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1029" href="#t1029">1029</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1030" href="#t1030">1030</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1031" href="#t1031">1031</a></span><span class="t">            <span class="str">'param_range'</span><span class="op">:</span> <span class="nam">param_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1032" href="#t1032">1032</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1033" href="#t1033">1033</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1034" href="#t1034">1034</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1035" href="#t1035">1035</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1036" href="#t1036">1036</a></span><span class="t">            <span class="str">'param_range'</span><span class="op">:</span> <span class="nam">param_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1037" href="#t1037">1037</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1038" href="#t1038">1038</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1039" href="#t1039">1039</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Don\'t know the mode "{mode}"!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1040" href="#t1040">1040</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1041" href="#t1041">1041</a></span><span class="t">    <span class="key">return</span> <span class="nam">configurations</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1042" href="#t1042">1042</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1043" href="#t1043">1043</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1044" href="#t1044">1044</a></span><span class="t"><span class="key">def</span> <span class="nam">get_fig</span><span class="op">(</span><span class="nam">x</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">y</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1045" href="#t1045">1045</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1046" href="#t1046">1046</a></span><span class="t"><span class="str">    Get a figure to plot in.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1047" href="#t1047">1047</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1048" href="#t1048">1048</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1049" href="#t1049">1049</a></span><span class="t"><span class="str">        x (int): How many panels in horizontal direction you want</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1050" href="#t1050">1050</a></span><span class="t"><span class="str">        y (int): How many panels in vertical direction you want</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1051" href="#t1051">1051</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1052" href="#t1052">1052</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1053" href="#t1053">1053</a></span><span class="t"><span class="str">        matplotlib.pyplot.Figure</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1054" href="#t1054">1054</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1055" href="#t1055">1055</a></span><span class="t">    <span class="nam">width</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1056" href="#t1056">1056</a></span><span class="t">    <span class="nam">ratio</span> <span class="op">=</span> <span class="num">1.0</span> <span class="key">if</span> <span class="nam">y</span> <span class="op">==</span> <span class="num">2</span> <span class="key">else</span> <span class="num">0.5</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1057" href="#t1057">1057</a></span><span class="t">    <span class="nam">keyword_arguments</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1058" href="#t1058">1058</a></span><span class="t">        <span class="str">'figsize'</span><span class="op">:</span> <span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="nam">width</span><span class="op">,</span> <span class="nam">ratio</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1059" href="#t1059">1059</a></span><span class="t">        <span class="str">'layout'</span><span class="op">:</span> <span class="str">'constrained'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1060" href="#t1060">1060</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1061" href="#t1061">1061</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1062" href="#t1062">1062</a></span><span class="t">    <span class="key">return</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">y</span><span class="op">,</span> <span class="nam">x</span><span class="op">,</span> <span class="op">**</span><span class="nam">keyword_arguments</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1063" href="#t1063">1063</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1064" href="#t1064">1064</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1065" href="#t1065">1065</a></span><span class="t"><span class="key">def</span> <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1066" href="#t1066">1066</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">name</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">,</span> <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'pdf'</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1067" href="#t1067">1067</a></span><span class="t"><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1068" href="#t1068">1068</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1069" href="#t1069">1069</a></span><span class="t"><span class="str">    Save a figure with a legend on the bottom.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1070" href="#t1070">1070</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1071" href="#t1071">1071</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1072" href="#t1072">1072</a></span><span class="t"><span class="str">        fig (matplotlib.pyplot.Figure): Figure you want to save</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1073" href="#t1073">1073</a></span><span class="t"><span class="str">        name (str): Name of the plot to put in the path</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1074" href="#t1074">1074</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1075" href="#t1075">1075</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1076" href="#t1076">1076</a></span><span class="t"><span class="str">        legend (bool): Put a legend or not</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1077" href="#t1077">1077</a></span><span class="t"><span class="str">        format (str): Format to store the figure with</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1078" href="#t1078">1078</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1079" href="#t1079">1079</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1080" href="#t1080">1080</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1081" href="#t1081">1081</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1082" href="#t1082">1082</a></span><span class="t">    <span class="nam">handles</span><span class="op">,</span> <span class="nam">labels</span> <span class="op">=</span> <span class="nam">fig</span><span class="op">.</span><span class="nam">get_axes</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">get_legend_handles_labels</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1083" href="#t1083">1083</a></span><span class="t">    <span class="nam">order</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">argsort</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">labels</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1084" href="#t1084">1084</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1085" href="#t1085">1085</a></span><span class="t">        <span class="op">[</span><span class="nam">handles</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">order</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1086" href="#t1086">1086</a></span><span class="t">        <span class="op">[</span><span class="nam">labels</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">order</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1087" href="#t1087">1087</a></span><span class="t">        <span class="nam">loc</span><span class="op">=</span><span class="str">'outside lower center'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1088" href="#t1088">1088</a></span><span class="t">        <span class="nam">ncols</span><span class="op">=</span><span class="num">3</span> <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">handles</span><span class="op">)</span> <span class="op">%</span> <span class="num">3</span> <span class="op">==</span> <span class="num">0</span> <span class="key">else</span> <span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1089" href="#t1089">1089</a></span><span class="t">        <span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1090" href="#t1090">1090</a></span><span class="t">        <span class="nam">fancybox</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1091" href="#t1091">1091</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1092" href="#t1092">1092</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1093" href="#t1093">1093</a></span><span class="t">    <span class="nam">path</span> <span class="op">=</span> <span class="str">f'{base_path}/wp-{name}-{work_key}-{precision_key}.{format}'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1094" href="#t1094">1094</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1095" href="#t1095">1095</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'Stored figure \"{path}\"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1096" href="#t1096">1096</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1097" href="#t1097">1097</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1098" href="#t1098">1098</a></span><span class="t"><span class="key">def</span> <span class="nam">all_problems</span><span class="op">(</span><span class="nam">mode</span><span class="op">=</span><span class="str">'compare_strategies'</span><span class="op">,</span> <span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1099" href="#t1099">1099</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1100" href="#t1100">1100</a></span><span class="t"><span class="str">    Make a plot comparing various strategies for all problems.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">kAdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t">                <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t">                <span class="str">'sweeper_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'quad_type'</span><span class="op">:</span> <span class="str">'RADAU-RIGHT'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">            <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span> <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'interpolate_between_restarts'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t"><span class="str">        Compare adaptivity with interpolation between restarts and without</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t">        <span class="nam">i</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t">        <span class="key">for</span> <span class="nam">interpolate_between_restarts</span><span class="op">,</span> <span class="nam">handle</span><span class="op">,</span> <span class="nam">ls</span> <span class="key">in</span> <span class="nam">zip</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t">            <span class="op">[</span><span class="key">True</span><span class="op">,</span> <span class="key">False</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="str">'Interpolation bewteen restarts'</span><span class="op">,</span> <span class="str">'regular'</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="str">'--'</span><span class="op">,</span> <span class="str">'-'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t">        <span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">                    <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">interpolate_between_restarts</span><span class="op">=</span><span class="nam">interpolate_between_restarts</span><span class="op">,</span> <span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t">                <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">handle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t">            <span class="nam">i</span> <span class="op">+=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'diagonal_SDC'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t"><span class="str">        Run diagonal SDC with different number of nodes and ranks. You can use this to compute a speedup, but it's not strong scaling!</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order_MPI</span> <span class="key">import</span> <span class="nam">imex_1st_order_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit_MPI</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">                <span class="nam">generic_implicit_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">        <span class="key">for</span> <span class="nam">parallel</span> <span class="key">in</span> <span class="op">[</span><span class="key">False</span><span class="op">,</span> <span class="key">True</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">            <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">parallel_sweeper</span><span class="op">}</span> <span class="key">if</span> <span class="nam">parallel</span> <span class="key">else</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">            <span class="key">for</span> <span class="nam">num_nodes</span><span class="op">,</span> <span class="nam">ls</span> <span class="key">in</span> <span class="nam">zip</span><span class="op">(</span><span class="op">[</span><span class="num">3</span><span class="op">,</span> <span class="num">4</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="str">'-'</span><span class="op">,</span> <span class="str">'--'</span><span class="op">,</span> <span class="str">':'</span><span class="op">,</span> <span class="str">'-.'</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">                <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="op">(</span><span class="num">99</span> <span class="key">if</span> <span class="nam">parallel</span> <span class="key">else</span> <span class="num">0</span><span class="op">)</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">                    <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="op">**</span><span class="nam">desc</span><span class="op">,</span> <span class="str">'sweeper_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="nam">num_nodes</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t">                    <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t">                        <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">newton_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">linear_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t">                    <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t">                    <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="nam">num_nodes</span> <span class="key">if</span> <span class="nam">parallel</span> <span class="key">else</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t">                    <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t">                    <span class="str">'handle'</span><span class="op">:</span> <span class="str">f'{num_nodes} nodes'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t">                    <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">                        <span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t">                        <span class="str">'label'</span><span class="op">:</span> <span class="str">f'{num_nodes} procs'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t">                        <span class="com"># **{'color': 'grey' if parallel else None},</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t">                    <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">                <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'parallel_efficiency'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t"><span class="str">        Compare parallel runs of the step size adaptive SDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order_MPI</span> <span class="key">import</span> <span class="nam">imex_1st_order_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit_MPI</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">                <span class="nam">generic_implicit_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'QE'</span><span class="op">:</span> <span class="str">'EE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">            <span class="num">12</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span> <span class="key">in</span> <span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">                <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">fr'$\Delta t$ adaptivity $N$={num_procs}x1'</span><span class="op">}</span> <span class="key">if</span> <span class="nam">num_procs</span> <span class="op">></span> <span class="num">1</span> <span class="key">else</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">.</span><span class="nam">copy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">.</span><span class="nam">copy</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span> <span class="op">*</span> <span class="num">100</span> <span class="op">+</span> <span class="num">79</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">parallel_sweeper</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">                    <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">newton_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">linear_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">                <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">                <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">                    <span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="nam">num_procs</span> <span class="op">*</span> <span class="num">3</span><span class="op">,</span> <span class="str">'-'</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">                    <span class="str">'label'</span><span class="op">:</span> <span class="str">rf'$\Delta t$-$k$ adaptivity $N$={num_procs}x3'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t">                <span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span> <span class="op">*</span> <span class="num">200</span> <span class="op">+</span> <span class="num">79</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">newton_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">linear_inexactness</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span><span class="op">[</span><span class="op">:</span><span class="num">13</span><span class="op">]</span> <span class="op">==</span> <span class="str">'vdp_stiffness'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t"><span class="str">        Run van der Pol with different parameter for the nonlinear term, which controls the stiffness.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityStrategy</span><span class="op">,</span> <span class="nam">ERKStrategy</span><span class="op">,</span> <span class="nam">ESDIRKStrategy</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t">        <span class="nam">mu</span> <span class="op">=</span> <span class="nam">float</span><span class="op">(</span><span class="nam">mode</span><span class="op">[</span><span class="num">14</span><span class="op">:</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t">        <span class="nam">problem_desc</span> <span class="op">=</span> <span class="op">{</span><span class="str">'problem_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'mu'</span><span class="op">:</span> <span class="nam">mu</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">problem_desc</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs</span> <span class="key">in</span> <span class="op">[</span><span class="num">5</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t">            <span class="nam">plotting_params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">f'GSSDC {num_procs} procs'</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">num_procs</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">                <span class="str">'num_procs'</span><span class="op">:</span> <span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="nam">plotting_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t899" href="#t899">899</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">'SDC'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t910" href="#t910">910</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">'CP5(4)'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">problem_desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t916" href="#t916">916</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">'ESDIRK5(3)'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">problem_desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'inexactness'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t"><span class="str">        Compare inexact SDC to exact SDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order_MPI</span> <span class="key">import</span> <span class="nam">imex_1st_order_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t931" href="#t931">931</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit_MPI</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t">                <span class="nam">generic_implicit_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t937" href="#t937">937</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t939" href="#t939">939</a></span><span class="t">        <span class="nam">inexactness</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t940" href="#t940">940</a></span><span class="t">            <span class="str">'newton_inexactness'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t941" href="#t941">941</a></span><span class="t">            <span class="str">'linear_inexactness'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t942" href="#t942">942</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t943" href="#t943">943</a></span><span class="t">        <span class="nam">no_inexactness</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t944" href="#t944">944</a></span><span class="t">            <span class="str">'newton_inexactness'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t945" href="#t945">945</a></span><span class="t">            <span class="str">'linear_inexactness'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t946" href="#t946">946</a></span><span class="t">            <span class="str">'SDC_maxiter'</span><span class="op">:</span> <span class="num">99</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t947" href="#t947">947</a></span><span class="t">            <span class="str">'use_restol_rel'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t948" href="#t948">948</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t949" href="#t949">949</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t950" href="#t950">950</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t951" href="#t951">951</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">parallel_sweeper</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t952" href="#t952">952</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">me</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">no_inexactness</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t953" href="#t953">953</a></span><span class="t">            <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t954" href="#t954">954</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'exact'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t955" href="#t955">955</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t956" href="#t956">956</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t957" href="#t957">957</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t958" href="#t958">958</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">parallel_sweeper</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t959" href="#t959">959</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">me</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">inexactness</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t960" href="#t960">960</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'inexact'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t961" href="#t961">961</a></span><span class="t">            <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t962" href="#t962">962</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t963" href="#t963">963</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'compare_adaptivity'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t964" href="#t964">964</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t965" href="#t965">965</a></span><span class="t"><span class="str">        Compare various modes of adaptivity</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t966" href="#t966">966</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t967" href="#t967">967</a></span><span class="t">        <span class="com"># TODO: configurations not final!</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t968" href="#t968">968</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t969" href="#t969">969</a></span><span class="t">            <span class="com"># AdaptivityCollocationTypeStrategy,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t970" href="#t970">970</a></span><span class="t">            <span class="com"># AdaptivityCollocationRefinementStrategy,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t971" href="#t971">971</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t972" href="#t972">972</a></span><span class="t">            <span class="com"># AdaptivityExtrapolationWithinQStrategy,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t973" href="#t973">973</a></span><span class="t">            <span class="nam">ESDIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t974" href="#t974">974</a></span><span class="t">            <span class="nam">ARKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t975" href="#t975">975</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t976" href="#t976">976</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t977" href="#t977">977</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t978" href="#t978">978</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t979" href="#t979">979</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order_MPI</span> <span class="key">import</span> <span class="nam">imex_1st_order_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t980" href="#t980">980</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t981" href="#t981">981</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit_MPI</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t982" href="#t982">982</a></span><span class="t">                <span class="nam">generic_implicit_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t983" href="#t983">983</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t984" href="#t984">984</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t985" href="#t985">985</a></span><span class="t">        <span class="nam">inexactness_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t986" href="#t986">986</a></span><span class="t">            <span class="com"># 'double_adaptivity': True,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t987" href="#t987">987</a></span><span class="t">            <span class="str">'newton_inexactness'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t988" href="#t988">988</a></span><span class="t">            <span class="str">'linear_inexactness'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t989" href="#t989">989</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t990" href="#t990">990</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t991" href="#t991">991</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t992" href="#t992">992</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t993" href="#t993">993</a></span><span class="t">            <span class="com"># AdaptivityCollocationTypeStrategy,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t994" href="#t994">994</a></span><span class="t">            <span class="com"># AdaptivityExtrapolationWithinQStrategy,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t995" href="#t995">995</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t996" href="#t996">996</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t997" href="#t997">997</a></span><span class="t">        <span class="com"># restol = None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t998" href="#t998">998</a></span><span class="t">        <span class="com"># for strategy in strategies:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t999" href="#t999">999</a></span><span class="t">        <span class="com">#     strategy.restol = restol</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1000" href="#t1000">1000</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1001" href="#t1001">1001</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1002" href="#t1002">1002</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'sweeper_class'</span><span class="op">:</span> <span class="nam">parallel_sweeper</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1003" href="#t1003">1003</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">me</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">inexactness_params</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1004" href="#t1004">1004</a></span><span class="t">            <span class="str">'handle'</span><span class="op">:</span> <span class="str">'parallel'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1005" href="#t1005">1005</a></span><span class="t">            <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1006" href="#t1006">1006</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span> <span class="str">'label'</span><span class="op">:</span> <span class="str">'3 procs'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1007" href="#t1007">1007</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1008" href="#t1008">1008</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1009" href="#t1009">1009</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">me</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="op">**</span><span class="nam">inexactness_params</span><span class="op">)</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">strategies</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1010" href="#t1010">1010</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1011" href="#t1011">1011</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1012" href="#t1012">1012</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1013" href="#t1013">1013</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="op">{</span><span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1014" href="#t1014">1014</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1015" href="#t1015">1015</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1016" href="#t1016">1016</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1017" href="#t1017">1017</a></span><span class="t">        <span class="nam">desc_RK</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1018" href="#t1018">1018</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1019" href="#t1019">1019</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1020" href="#t1020">1020</a></span><span class="t">                <span class="nam">ARKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="op">==</span> <span class="str">'run_Schroedinger'</span> <span class="key">else</span> <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1021" href="#t1021">1021</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1022" href="#t1022">1022</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1023" href="#t1023">1023</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_RK</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1024" href="#t1024">1024</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1025" href="#t1025">1025</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1026" href="#t1026">1026</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'preconditioners'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1027" href="#t1027">1027</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1028" href="#t1028">1028</a></span><span class="t"><span class="str">        Compare different preconditioners</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1029" href="#t1029">1029</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1030" href="#t1030">1030</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1031" href="#t1031">1031</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1032" href="#t1032">1032</a></span><span class="t">            <span class="nam">IterateStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1033" href="#t1033">1033</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1034" href="#t1034">1034</a></span><span class="t">            <span class="nam">ESDIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1035" href="#t1035">1035</a></span><span class="t">            <span class="nam">ERKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1036" href="#t1036">1036</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1037" href="#t1037">1037</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1038" href="#t1038">1038</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1039" href="#t1039">1039</a></span><span class="t">        <span class="nam">inexacness</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1040" href="#t1040">1040</a></span><span class="t">        <span class="nam">strategies</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1041" href="#t1041">1041</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1042" href="#t1042">1042</a></span><span class="t">                <span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">SDC_maxiter</span><span class="op">=</span><span class="num">29</span><span class="op">,</span> <span class="nam">newton_inexactness</span><span class="op">=</span><span class="nam">inexacness</span><span class="op">,</span> <span class="nam">linear_inexactness</span><span class="op">=</span><span class="nam">inexacness</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1043" href="#t1043">1043</a></span><span class="t">            <span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1044" href="#t1044">1044</a></span><span class="t">            <span class="nam">BaseStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1045" href="#t1045">1045</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1046" href="#t1046">1046</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1047" href="#t1047">1047</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1048" href="#t1048">1048</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1049" href="#t1049">1049</a></span><span class="t">            <span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1050" href="#t1050">1050</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1051" href="#t1051">1051</a></span><span class="t">        <span class="com"># desc['step_params'] = {'maxiter': 5}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1052" href="#t1052">1052</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1053" href="#t1053">1053</a></span><span class="t">        <span class="nam">precons</span> <span class="op">=</span> <span class="op">[</span><span class="str">'IE'</span><span class="op">,</span> <span class="str">'LU'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1054" href="#t1054">1054</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">[</span><span class="str">'-.'</span><span class="op">,</span> <span class="str">'--'</span><span class="op">,</span> <span class="str">'-'</span><span class="op">,</span> <span class="str">':'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1055" href="#t1055">1055</a></span><span class="t">        <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">precons</span><span class="op">)</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1056" href="#t1056">1056</a></span><span class="t">            <span class="key">if</span> <span class="nam">i</span> <span class="op">&lt;</span> <span class="nam">len</span><span class="op">(</span><span class="nam">precons</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1057" href="#t1057">1057</a></span><span class="t">                <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">precons</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1058" href="#t1058">1058</a></span><span class="t">                <span class="nam">handle</span> <span class="op">=</span> <span class="nam">precons</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1059" href="#t1059">1059</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1060" href="#t1060">1060</a></span><span class="t">                <span class="nam">handle</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1061" href="#t1061">1061</a></span><span class="t">            <span class="nam">configurations</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1062" href="#t1062">1062</a></span><span class="t">                <span class="str">'strategies'</span><span class="op">:</span> <span class="nam">strategies</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1063" href="#t1063">1063</a></span><span class="t">                <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">copy</span><span class="op">.</span><span class="nam">deepcopy</span><span class="op">(</span><span class="nam">desc</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1064" href="#t1064">1064</a></span><span class="t">                <span class="str">'handle'</span><span class="op">:</span> <span class="nam">handle</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1065" href="#t1065">1065</a></span><span class="t">                <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="nam">ls</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1066" href="#t1066">1066</a></span><span class="t">            <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1067" href="#t1067">1067</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1068" href="#t1068">1068</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'RK_comp'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1069" href="#t1069">1069</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1070" href="#t1070">1070</a></span><span class="t"><span class="str">        Compare parallel adaptive SDC to Runge-Kutta</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1071" href="#t1071">1071</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1072" href="#t1072">1072</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1073" href="#t1073">1073</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1074" href="#t1074">1074</a></span><span class="t">            <span class="nam">ERKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1075" href="#t1075">1075</a></span><span class="t">            <span class="nam">ESDIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1076" href="#t1076">1076</a></span><span class="t">            <span class="nam">ARKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1077" href="#t1077">1077</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1078" href="#t1078">1078</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1079" href="#t1079">1079</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1080" href="#t1080">1080</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1081" href="#t1081">1081</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order_MPI</span> <span class="key">import</span> <span class="nam">imex_1st_order_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1082" href="#t1082">1082</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1083" href="#t1083">1083</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit_MPI</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1084" href="#t1084">1084</a></span><span class="t">                <span class="nam">generic_implicit_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1085" href="#t1085">1085</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1086" href="#t1086">1086</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1087" href="#t1087">1087</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1088" href="#t1088">1088</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'QE'</span><span class="op">:</span> <span class="str">"EE"</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1089" href="#t1089">1089</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">5</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1090" href="#t1090">1090</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1091" href="#t1091">1091</a></span><span class="t">        <span class="nam">desc_poly</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1092" href="#t1092">1092</a></span><span class="t">        <span class="nam">desc_poly</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1093" href="#t1093">1093</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1094" href="#t1094">1094</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1095" href="#t1095">1095</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1096" href="#t1096">1096</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1097" href="#t1097">1097</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1098" href="#t1098">1098</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1099" href="#t1099">1099</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1100" href="#t1100">1100</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1101" href="#t1101">1101</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1102" href="#t1102">1102</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1103" href="#t1103">1103</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1104" href="#t1104">1104</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1102" href="#t1102">1102</a></span><span class="t">        <span class="nam">desc_RK</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1103" href="#t1103">1103</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1104" href="#t1104">1104</a></span><span class="t">            <span class="nam">desc_RK</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'imex'</span><span class="op">:</span> <span class="key">True</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1105" href="#t1105">1105</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1106" href="#t1106">1106</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1107" href="#t1107">1107</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1108" href="#t1108">1108</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1109" href="#t1109">1109</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1110" href="#t1110">1110</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1111" href="#t1111">1111</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1112" href="#t1112">1112</a></span><span class="t">    <span class="nam">shared_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1113" href="#t1113">1113</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1114" href="#t1114">1114</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1115" href="#t1115">1115</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1116" href="#t1116">1116</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1117" href="#t1117">1117</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1118" href="#t1118">1118</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1119" href="#t1119">1119</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1120" href="#t1120">1120</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1121" href="#t1121">1121</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1122" href="#t1122">1122</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1123" href="#t1123">1123</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1124" href="#t1124">1124</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1125" href="#t1125">1125</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="num">26</span><span class="op">,</span> <span class="str">f"Doing for all problems {mode}"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1126" href="#t1126">1126</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1127" href="#t1127">1127</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1128" href="#t1128">1128</a></span><span class="t">            <span class="op">**</span><span class="nam">shared_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1129" href="#t1129">1129</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1130" href="#t1130">1130</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1131" href="#t1131">1131</a></span><span class="t">            <span class="nam">decorate</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1132" href="#t1132">1132</a></span><span class="t">            <span class="nam">configurations</span><span class="op">=</span><span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1133" href="#t1133">1133</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1134" href="#t1134">1134</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1135" href="#t1135">1135</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span> <span class="key">and</span> <span class="nam">shared_params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1136" href="#t1136">1136</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1137" href="#t1137">1137</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1138" href="#t1138">1138</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1139" href="#t1139">1139</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1140" href="#t1140">1140</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1141" href="#t1141">1141</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1142" href="#t1142">1142</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1143" href="#t1143">1143</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1144" href="#t1144">1144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1145" href="#t1145">1145</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1146" href="#t1146">1146</a></span><span class="t"><span class="key">def</span> <span class="nam">ODEs</span><span class="op">(</span><span class="nam">mode</span><span class="op">=</span><span class="str">'compare_strategies'</span><span class="op">,</span> <span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1147" href="#t1147">1147</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1148" href="#t1148">1148</a></span><span class="t"><span class="str">    Make a plot comparing various strategies for the two ODEs.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1149" href="#t1149">1149</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1150" href="#t1150">1150</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1151" href="#t1151">1151</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1152" href="#t1152">1152</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1153" href="#t1153">1153</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1154" href="#t1154">1154</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1155" href="#t1155">1155</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1156" href="#t1156">1156</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1157" href="#t1157">1157</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1158" href="#t1158">1158</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="nam">x</span><span class="op">=</span><span class="num">2</span><span class="op">,</span> <span class="nam">y</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1159" href="#t1159">1159</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1160" href="#t1160">1160</a></span><span class="t">    <span class="nam">shared_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1161" href="#t1161">1161</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1162" href="#t1162">1162</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1163" href="#t1163">1163</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1164" href="#t1164">1164</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1165" href="#t1165">1165</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1166" href="#t1166">1166</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1167" href="#t1167">1167</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1168" href="#t1168">1168</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1169" href="#t1169">1169</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1170" href="#t1170">1170</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1171" href="#t1171">1171</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1172" href="#t1172">1172</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1173" href="#t1173">1173</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1174" href="#t1174">1174</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1175" href="#t1175">1175</a></span><span class="t">            <span class="op">**</span><span class="nam">shared_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1176" href="#t1176">1176</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1177" href="#t1177">1177</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1178" href="#t1178">1178</a></span><span class="t">            <span class="nam">decorate</span><span class="op">=</span><span class="nam">i</span> <span class="op">==</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1179" href="#t1179">1179</a></span><span class="t">            <span class="nam">configurations</span><span class="op">=</span><span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1180" href="#t1180">1180</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1106" href="#t1106">1106</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1107" href="#t1107">1107</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_poly</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1108" href="#t1108">1108</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1109" href="#t1109">1109</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1110" href="#t1110">1110</a></span><span class="t">            <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="num">3</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1111" href="#t1111">1111</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">r'$\Delta t$-$k$ adaptivity $N$=1x3'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1112" href="#t1112">1112</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1113" href="#t1113">1113</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1114" href="#t1114">1114</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1115" href="#t1115">1115</a></span><span class="t">                <span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1116" href="#t1116">1116</a></span><span class="t">                <span class="nam">ARKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span> <span class="key">else</span> <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1117" href="#t1117">1117</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1118" href="#t1118">1118</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1119" href="#t1119">1119</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_RK</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1120" href="#t1120">1120</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1121" href="#t1121">1121</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1122" href="#t1122">1122</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1123" href="#t1123">1123</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1124" href="#t1124">1124</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1125" href="#t1125">1125</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1126" href="#t1126">1126</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'label'</span><span class="op">:</span> <span class="str">r'$\Delta t$ adaptivity $N$=4x1'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1127" href="#t1127">1127</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1128" href="#t1128">1128</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'RK_comp_high_order'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1129" href="#t1129">1129</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1130" href="#t1130">1130</a></span><span class="t"><span class="str">        Compare higher order SDC than we can get with RKM to RKM</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1131" href="#t1131">1131</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1132" href="#t1132">1132</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1133" href="#t1133">1133</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1134" href="#t1134">1134</a></span><span class="t">            <span class="nam">ERKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1135" href="#t1135">1135</a></span><span class="t">            <span class="nam">ESDIRKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1136" href="#t1136">1136</a></span><span class="t">            <span class="nam">ARKStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1137" href="#t1137">1137</a></span><span class="t">            <span class="nam">AdaptivityPolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1138" href="#t1138">1138</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1139" href="#t1139">1139</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1140" href="#t1140">1140</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1141" href="#t1141">1141</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">imex_1st_order_MPI</span> <span class="key">import</span> <span class="nam">imex_1st_order_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1142" href="#t1142">1142</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1143" href="#t1143">1143</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">sweeper_classes</span><span class="op">.</span><span class="nam">generic_implicit_MPI</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1144" href="#t1144">1144</a></span><span class="t">                <span class="nam">generic_implicit_MPI</span> <span class="key">as</span> <span class="nam">parallel_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1145" href="#t1145">1145</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1146" href="#t1146">1146</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1147" href="#t1147">1147</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1148" href="#t1148">1148</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">4</span><span class="op">,</span> <span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">,</span> <span class="str">'QE'</span><span class="op">:</span> <span class="str">"EE"</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1149" href="#t1149">1149</a></span><span class="t">        <span class="nam">desc</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">7</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1150" href="#t1150">1150</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1151" href="#t1151">1151</a></span><span class="t">        <span class="nam">desc_poly</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1152" href="#t1152">1152</a></span><span class="t">        <span class="nam">desc_poly</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">parallel_sweeper</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1153" href="#t1153">1153</a></span><span class="t">        <span class="nam">desc_poly</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'num_nodes'</span><span class="op">:</span> <span class="num">4</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1154" href="#t1154">1154</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1155" href="#t1155">1155</a></span><span class="t">        <span class="nam">ls</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1156" href="#t1156">1156</a></span><span class="t">            <span class="num">1</span><span class="op">:</span> <span class="str">'-'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1157" href="#t1157">1157</a></span><span class="t">            <span class="num">2</span><span class="op">:</span> <span class="str">'--'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1158" href="#t1158">1158</a></span><span class="t">            <span class="num">3</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1159" href="#t1159">1159</a></span><span class="t">            <span class="num">4</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1160" href="#t1160">1160</a></span><span class="t">            <span class="num">5</span><span class="op">:</span> <span class="str">':'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1161" href="#t1161">1161</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1162" href="#t1162">1162</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1163" href="#t1163">1163</a></span><span class="t">        <span class="nam">desc_RK</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1164" href="#t1164">1164</a></span><span class="t">        <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1165" href="#t1165">1165</a></span><span class="t">            <span class="nam">desc_RK</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'imex'</span><span class="op">:</span> <span class="key">True</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1166" href="#t1166">1166</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1167" href="#t1167">1167</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1168" href="#t1168">1168</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_poly</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1169" href="#t1169">1169</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1170" href="#t1170">1170</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1171" href="#t1171">1171</a></span><span class="t">            <span class="str">'num_procs_sweeper'</span><span class="op">:</span> <span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1172" href="#t1172">1172</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1173" href="#t1173">1173</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1174" href="#t1174">1174</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1175" href="#t1175">1175</a></span><span class="t">                <span class="nam">ERKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1176" href="#t1176">1176</a></span><span class="t">                <span class="nam">ARKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span> <span class="key">if</span> <span class="nam">problem</span><span class="op">.</span><span class="nam">__name__</span> <span class="key">in</span> <span class="op">[</span><span class="str">'run_Schroedinger'</span><span class="op">]</span> <span class="key">else</span> <span class="nam">ESDIRKStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1177" href="#t1177">1177</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1178" href="#t1178">1178</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1179" href="#t1179">1179</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc_RK</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1180" href="#t1180">1180</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1181" href="#t1181">1181</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1182" href="#t1182">1182</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span> <span class="key">and</span> <span class="nam">shared_params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1183" href="#t1183">1183</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1184" href="#t1184">1184</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1185" href="#t1185">1185</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">f'ODEs-{mode}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1186" href="#t1186">1186</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1187" href="#t1187">1187</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1188" href="#t1188">1188</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1189" href="#t1189">1189</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1190" href="#t1190">1190</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1191" href="#t1191">1191</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1192" href="#t1192">1192</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1193" href="#t1193">1193</a></span><span class="t"><span class="key">def</span> <span class="nam">single_problem</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1194" href="#t1194">1194</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1195" href="#t1195">1195</a></span><span class="t"><span class="str">    Make a plot for a single problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1182" href="#t1182">1182</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1183" href="#t1183">1183</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1184" href="#t1184">1184</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1185" href="#t1185">1185</a></span><span class="t">            <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1186" href="#t1186">1186</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1187" href="#t1187">1187</a></span><span class="t">    <span class="key">elif</span> <span class="nam">mode</span> <span class="op">==</span> <span class="str">'avoid_restarts'</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1188" href="#t1188">1188</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1189" href="#t1189">1189</a></span><span class="t"><span class="str">        Test how well avoiding restarts works.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1190" href="#t1190">1190</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1191" href="#t1191">1191</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1192" href="#t1192">1192</a></span><span class="t">            <span class="nam">AdaptivityStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1193" href="#t1193">1193</a></span><span class="t">            <span class="nam">AdaptivityAvoidRestartsStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1194" href="#t1194">1194</a></span><span class="t">            <span class="nam">AdaptivityPolynomialStrategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1195" href="#t1195">1195</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1196" href="#t1196">1196</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1197" href="#t1197">1197</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1198" href="#t1198">1198</a></span><span class="t"><span class="str">        mode (str): What you want to look at</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1199" href="#t1199">1199</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1200" href="#t1200">1200</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1201" href="#t1201">1201</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">0.5</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1202" href="#t1202">1202</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1203" href="#t1203">1203</a></span><span class="t">    <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1204" href="#t1204">1204</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1205" href="#t1205">1205</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1206" href="#t1206">1206</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1207" href="#t1207">1207</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1208" href="#t1208">1208</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1209" href="#t1209">1209</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1210" href="#t1210">1210</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1211" href="#t1211">1211</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1212" href="#t1212">1212</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1213" href="#t1213">1213</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1214" href="#t1214">1214</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="num">26</span><span class="op">,</span> <span class="str">f"Doing single problem {mode}"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1215" href="#t1215">1215</a></span><span class="t">    <span class="nam">execute_configurations</span><span class="op">(</span><span class="op">**</span><span class="nam">params</span><span class="op">,</span> <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">decorate</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">configurations</span><span class="op">=</span><span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problem</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1216" href="#t1216">1216</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1217" href="#t1217">1217</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1218" href="#t1218">1218</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1219" href="#t1219">1219</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1220" href="#t1220">1220</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">f'{problem.__name__}-{mode}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1221" href="#t1221">1221</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1222" href="#t1222">1222</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1223" href="#t1223">1223</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1224" href="#t1224">1224</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1225" href="#t1225">1225</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1226" href="#t1226">1226</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1227" href="#t1227">1227</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1228" href="#t1228">1228</a></span><span class="t"><span class="key">def</span> <span class="nam">vdp_stiffness_plot</span><span class="op">(</span><span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'pdf'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1229" href="#t1229">1229</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1230" href="#t1230">1230</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1231" href="#t1231">1231</a></span><span class="t">    <span class="com"># mus = [0, 5, 10, 15]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1232" href="#t1232">1232</a></span><span class="t">    <span class="nam">mus</span> <span class="op">=</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">10</span><span class="op">,</span> <span class="num">20</span><span class="op">,</span> <span class="num">40</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1233" href="#t1233">1233</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1234" href="#t1234">1234</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">mus</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1235" href="#t1235">1235</a></span><span class="t">        <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1236" href="#t1236">1236</a></span><span class="t">            <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1237" href="#t1237">1237</a></span><span class="t">            <span class="str">'problem'</span><span class="op">:</span> <span class="nam">run_vdp</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1238" href="#t1238">1238</a></span><span class="t">            <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1239" href="#t1239">1239</a></span><span class="t">            <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'t'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1240" href="#t1240">1240</a></span><span class="t">            <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1241" href="#t1241">1241</a></span><span class="t">            <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1242" href="#t1242">1242</a></span><span class="t">            <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1243" href="#t1243">1243</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1244" href="#t1244">1244</a></span><span class="t">        <span class="nam">params</span><span class="op">[</span><span class="str">'num_procs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">size</span><span class="op">,</span> <span class="num">5</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1245" href="#t1245">1245</a></span><span class="t">        <span class="nam">params</span><span class="op">[</span><span class="str">'plotting'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1246" href="#t1246">1246</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1247" href="#t1247">1247</a></span><span class="t">        <span class="nam">configurations</span> <span class="op">=</span> <span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">=</span><span class="str">f'vdp_stiffness-{mus[i]}'</span><span class="op">,</span> <span class="nam">problem</span><span class="op">=</span><span class="nam">run_vdp</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1248" href="#t1248">1248</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">(</span><span class="op">**</span><span class="nam">params</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">decorate</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">configurations</span><span class="op">=</span><span class="nam">configurations</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="num">100</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1249" href="#t1249">1249</a></span><span class="t">        <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">rf'$\mu={{{mus[i]}}}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1250" href="#t1250">1250</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1251" href="#t1251">1251</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">'Van der Pol'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1252" href="#t1252">1252</a></span><span class="t">    <span class="key">if</span> <span class="nam">params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1253" href="#t1253">1253</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1254" href="#t1254">1254</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1255" href="#t1255">1255</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">'vdp-stiffness'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1256" href="#t1256">1256</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1257" href="#t1257">1257</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1258" href="#t1258">1258</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1259" href="#t1259">1259</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1260" href="#t1260">1260</a></span><span class="t">            <span class="nam">format</span><span class="op">=</span><span class="nam">format</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1261" href="#t1261">1261</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1262" href="#t1262">1262</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1263" href="#t1263">1263</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1264" href="#t1264">1264</a></span><span class="t"><span class="key">def</span> <span class="nam">ERK_stiff_weirdness</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1265" href="#t1265">1265</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_errors</span> <span class="key">import</span> <span class="nam">LogGlobalErrorPostStep</span><span class="op">,</span> <span class="nam">LogLocalErrorPostStep</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1266" href="#t1266">1266</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">ERKStrategy</span><span class="op">,</span> <span class="nam">AdaptivityStrategy</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1267" href="#t1267">1267</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">step_size_limiter</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1268" href="#t1268">1268</a></span><span class="t">        <span class="nam">StepSizeLimiter</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1269" href="#t1269">1269</a></span><span class="t">        <span class="nam">StepSizeSlopeLimiter</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1270" href="#t1270">1270</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1271" href="#t1271">1271</a></span><span class="t">    <span class="key">import</span> <span class="nam">matplotlib</span><span class="op">.</span><span class="nam">pyplot</span> <span class="key">as</span> <span class="nam">plt</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1272" href="#t1272">1272</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">Schroedinger</span> <span class="key">import</span> <span class="nam">live_plotting</span><span class="op">,</span> <span class="nam">log_number_of_waves</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1273" href="#t1273">1273</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1274" href="#t1274">1274</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1275" href="#t1275">1275</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1276" href="#t1276">1276</a></span><span class="t">    <span class="nam">strategy</span> <span class="op">=</span> <span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1277" href="#t1277">1277</a></span><span class="t">    <span class="com"># strategy = ERKStrategy(True)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1278" href="#t1278">1278</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1279" href="#t1279">1279</a></span><span class="t">    <span class="nam">problem</span> <span class="op">=</span> <span class="nam">run_Schroedinger</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1280" href="#t1280">1280</a></span><span class="t">    <span class="com"># epsilons = [1e-1, 1e-3, 1e-5, 1e-7, 1e-8]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1281" href="#t1281">1281</a></span><span class="t">    <span class="nam">epsilons</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-2</span><span class="op">,</span> <span class="num">1e-3</span><span class="op">,</span> <span class="num">1e-4</span><span class="op">,</span> <span class="num">1e-5</span><span class="op">,</span> <span class="num">1e-6</span><span class="op">,</span> <span class="num">1e-7</span><span class="op">,</span> <span class="num">1e-8</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1282" href="#t1282">1282</a></span><span class="t">    <span class="com"># epsilons = [1e-2, 1e-8]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1283" href="#t1283">1283</a></span><span class="t">    <span class="nam">Tend</span> <span class="op">=</span> <span class="num">0.1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1197" href="#t1197">1197</a></span><span class="t">        <span class="nam">desc</span> <span class="op">=</span> <span class="op">{</span><span class="str">'sweeper_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'QI'</span><span class="op">:</span> <span class="str">'IE'</span><span class="op">}</span><span class="op">,</span> <span class="str">'step_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'maxiter'</span><span class="op">:</span> <span class="num">3</span><span class="op">}</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1198" href="#t1198">1198</a></span><span class="t">        <span class="nam">param_range</span> <span class="op">=</span> <span class="op">[</span><span class="num">1e-3</span><span class="op">,</span> <span class="num">1e-5</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1199" href="#t1199">1199</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1200" href="#t1200">1200</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityPolynomialStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1201" href="#t1201">1201</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'--'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1202" href="#t1202">1202</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1203" href="#t1203">1203</a></span><span class="t">            <span class="str">'param_range'</span><span class="op">:</span> <span class="nam">param_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1204" href="#t1204">1204</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1205" href="#t1205">1205</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1206" href="#t1206">1206</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityAvoidRestartsStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1207" href="#t1207">1207</a></span><span class="t">            <span class="str">'plotting_params'</span><span class="op">:</span> <span class="op">{</span><span class="str">'ls'</span><span class="op">:</span> <span class="str">'-.'</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1208" href="#t1208">1208</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1209" href="#t1209">1209</a></span><span class="t">            <span class="str">'param_range'</span><span class="op">:</span> <span class="nam">param_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1210" href="#t1210">1210</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1211" href="#t1211">1211</a></span><span class="t">        <span class="nam">configurations</span><span class="op">[</span><span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1212" href="#t1212">1212</a></span><span class="t">            <span class="str">'strategies'</span><span class="op">:</span> <span class="op">[</span><span class="nam">AdaptivityStrategy</span><span class="op">(</span><span class="nam">useMPI</span><span class="op">=</span><span class="key">True</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1213" href="#t1213">1213</a></span><span class="t">            <span class="str">'custom_description'</span><span class="op">:</span> <span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1214" href="#t1214">1214</a></span><span class="t">            <span class="str">'param_range'</span><span class="op">:</span> <span class="nam">param_range</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1215" href="#t1215">1215</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1216" href="#t1216">1216</a></span><span class="t">    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1217" href="#t1217">1217</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">f'Don\'t know the mode "{mode}"!'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1218" href="#t1218">1218</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t1219" href="#t1219">1219</a></span><span class="t">    <span class="key">return</span> <span class="nam">configurations</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1220" href="#t1220">1220</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1221" href="#t1221">1221</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1222" href="#t1222">1222</a></span><span class="t"><span class="key">def</span> <span class="nam">get_fig</span><span class="op">(</span><span class="nam">x</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="nam">y</span><span class="op">=</span><span class="num">1</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1223" href="#t1223">1223</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1224" href="#t1224">1224</a></span><span class="t"><span class="str">    Get a figure to plot in.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1225" href="#t1225">1225</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1226" href="#t1226">1226</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1227" href="#t1227">1227</a></span><span class="t"><span class="str">        x (int): How many panels in horizontal direction you want</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1228" href="#t1228">1228</a></span><span class="t"><span class="str">        y (int): How many panels in vertical direction you want</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1229" href="#t1229">1229</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1230" href="#t1230">1230</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1231" href="#t1231">1231</a></span><span class="t"><span class="str">        matplotlib.pyplot.Figure</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1232" href="#t1232">1232</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1233" href="#t1233">1233</a></span><span class="t">    <span class="nam">width</span> <span class="op">=</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1234" href="#t1234">1234</a></span><span class="t">    <span class="nam">ratio</span> <span class="op">=</span> <span class="num">1.0</span> <span class="key">if</span> <span class="nam">y</span> <span class="op">==</span> <span class="num">2</span> <span class="key">else</span> <span class="num">0.5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1235" href="#t1235">1235</a></span><span class="t">    <span class="nam">keyword_arguments</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1236" href="#t1236">1236</a></span><span class="t">        <span class="str">'figsize'</span><span class="op">:</span> <span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="nam">width</span><span class="op">,</span> <span class="nam">ratio</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1237" href="#t1237">1237</a></span><span class="t">        <span class="str">'layout'</span><span class="op">:</span> <span class="str">'constrained'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1238" href="#t1238">1238</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1239" href="#t1239">1239</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1240" href="#t1240">1240</a></span><span class="t">    <span class="key">return</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="nam">y</span><span class="op">,</span> <span class="nam">x</span><span class="op">,</span> <span class="op">**</span><span class="nam">keyword_arguments</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1241" href="#t1241">1241</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1242" href="#t1242">1242</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1243" href="#t1243">1243</a></span><span class="t"><span class="key">def</span> <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1244" href="#t1244">1244</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">name</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">,</span> <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'pdf'</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="nam">squares</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">ncols</span><span class="op">=</span><span class="key">None</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1245" href="#t1245">1245</a></span><span class="t"><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1246" href="#t1246">1246</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1247" href="#t1247">1247</a></span><span class="t"><span class="str">    Save a figure with a legend on the bottom.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1248" href="#t1248">1248</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1249" href="#t1249">1249</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1250" href="#t1250">1250</a></span><span class="t"><span class="str">        fig (matplotlib.pyplot.Figure): Figure you want to save</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1251" href="#t1251">1251</a></span><span class="t"><span class="str">        name (str): Name of the plot to put in the path</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1252" href="#t1252">1252</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1253" href="#t1253">1253</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1254" href="#t1254">1254</a></span><span class="t"><span class="str">        legend (bool): Put a legend or not</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1255" href="#t1255">1255</a></span><span class="t"><span class="str">        format (str): Format to store the figure with</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1256" href="#t1256">1256</a></span><span class="t"><span class="str">        base_path (str): Some path where all the files are stored</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1257" href="#t1257">1257</a></span><span class="t"><span class="str">        squares (bool): Adjust aspect ratio to squares if true</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1258" href="#t1258">1258</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1259" href="#t1259">1259</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1260" href="#t1260">1260</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1261" href="#t1261">1261</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1262" href="#t1262">1262</a></span><span class="t">    <span class="nam">handles</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1263" href="#t1263">1263</a></span><span class="t">    <span class="nam">labels</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1264" href="#t1264">1264</a></span><span class="t">    <span class="key">for</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">fig</span><span class="op">.</span><span class="nam">get_axes</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1265" href="#t1265">1265</a></span><span class="t">        <span class="nam">h</span><span class="op">,</span> <span class="nam">l</span> <span class="op">=</span> <span class="nam">ax</span><span class="op">.</span><span class="nam">get_legend_handles_labels</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1266" href="#t1266">1266</a></span><span class="t">        <span class="nam">handles</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">h</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">h</span><span class="op">)</span><span class="op">)</span> <span class="key">if</span> <span class="nam">l</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">labels</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1267" href="#t1267">1267</a></span><span class="t">        <span class="nam">labels</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">l</span> <span class="key">if</span> <span class="nam">me</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">labels</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1268" href="#t1268">1268</a></span><span class="t">        <span class="key">if</span> <span class="nam">squares</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1269" href="#t1269">1269</a></span><span class="t">            <span class="nam">ax</span><span class="op">.</span><span class="nam">set_box_aspect</span><span class="op">(</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1270" href="#t1270">1270</a></span><span class="t">    <span class="nam">order</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">argsort</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">labels</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1271" href="#t1271">1271</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1272" href="#t1272">1272</a></span><span class="t">        <span class="op">[</span><span class="nam">handles</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">order</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1273" href="#t1273">1273</a></span><span class="t">        <span class="op">[</span><span class="nam">labels</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">order</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1274" href="#t1274">1274</a></span><span class="t">        <span class="nam">loc</span><span class="op">=</span><span class="str">'outside lower center'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1275" href="#t1275">1275</a></span><span class="t">        <span class="nam">ncols</span><span class="op">=</span><span class="nam">ncols</span> <span class="key">if</span> <span class="nam">ncols</span> <span class="key">else</span> <span class="num">3</span> <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">handles</span><span class="op">)</span> <span class="op">%</span> <span class="num">3</span> <span class="op">==</span> <span class="num">0</span> <span class="key">else</span> <span class="num">4</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1276" href="#t1276">1276</a></span><span class="t">        <span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1277" href="#t1277">1277</a></span><span class="t">        <span class="nam">fancybox</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1278" href="#t1278">1278</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1279" href="#t1279">1279</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1280" href="#t1280">1280</a></span><span class="t">    <span class="nam">path</span> <span class="op">=</span> <span class="str">f'{base_path}/wp-{name}-{work_key}-{precision_key}.{format}'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1281" href="#t1281">1281</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">savefig</span><span class="op">(</span><span class="nam">path</span><span class="op">,</span> <span class="nam">bbox_inches</span><span class="op">=</span><span class="str">'tight'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1282" href="#t1282">1282</a></span><span class="t">    <span class="nam">print</span><span class="op">(</span><span class="str">f'Stored figure \"{path}\"'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1283" href="#t1283">1283</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t1284" href="#t1284">1284</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1285" href="#t1285">1285</a></span><span class="t">    <span class="nam">data</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1286" href="#t1286">1286</a></span><span class="t">    <span class="nam">desc</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">get_custom_description</span><span class="op">(</span><span class="nam">problem</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1287" href="#t1287">1287</a></span><span class="t">    <span class="nam">where</span> <span class="op">=</span> <span class="nam">strategy</span><span class="op">.</span><span class="nam">precision_parameter_loc</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1288" href="#t1288">1288</a></span><span class="t">    <span class="com"># desc['problem_params'] = {'mu': 30}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1289" href="#t1289">1289</a></span><span class="t">    <span class="com"># desc['problem_params'] = {'imex': False}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1290" href="#t1290">1290</a></span><span class="t">    <span class="nam">desc</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="str">'dt'</span><span class="op">:</span> <span class="nam">Tend</span> <span class="op">*</span> <span class="num">1e-3</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1291" href="#t1291">1291</a></span><span class="t">    <span class="nam">desc</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'QI'</span><span class="op">]</span> <span class="op">=</span> <span class="str">'EE'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1292" href="#t1292">1292</a></span><span class="t">    <span class="com"># desc['convergence_controllers'][StepSizeLimiter]= {'dt_slope_max': 10., 'dt_max': 5e-4}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1293" href="#t1293">1293</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1294" href="#t1294">1294</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">cmap</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1295" href="#t1295">1295</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1296" href="#t1296">1296</a></span><span class="t">    <span class="key">for</span> <span class="nam">eps</span><span class="op">,</span> <span class="nam">color</span> <span class="key">in</span> <span class="nam">zip</span><span class="op">(</span><span class="nam">epsilons</span><span class="op">,</span> <span class="nam">list</span><span class="op">(</span><span class="nam">cmap</span><span class="op">.</span><span class="nam">values</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1297" href="#t1297">1297</a></span><span class="t">        <span class="nam">set_parameter</span><span class="op">(</span><span class="nam">desc</span><span class="op">,</span> <span class="nam">where</span><span class="op">,</span> <span class="nam">eps</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1298" href="#t1298">1298</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">eps</span><span class="op">]</span> <span class="op">=</span> <span class="op">{</span><span class="nam">key</span><span class="op">:</span> <span class="op">[</span><span class="op">]</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">MAPPINGS</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1299" href="#t1299">1299</a></span><span class="t">        <span class="nam">data</span><span class="op">[</span><span class="nam">eps</span><span class="op">]</span><span class="op">[</span><span class="str">'stats'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">single_run</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1300" href="#t1300">1300</a></span><span class="t">            <span class="nam">strategy</span><span class="op">=</span><span class="nam">strategy</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1301" href="#t1301">1301</a></span><span class="t">            <span class="nam">data</span><span class="op">=</span><span class="nam">data</span><span class="op">[</span><span class="nam">eps</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1302" href="#t1302">1302</a></span><span class="t">            <span class="nam">hooks</span><span class="op">=</span><span class="op">[</span><span class="nam">LogLocalErrorPostStep</span><span class="op">,</span> <span class="nam">log_number_of_waves</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1303" href="#t1303">1303</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1304" href="#t1304">1304</a></span><span class="t">            <span class="nam">custom_description</span><span class="op">=</span><span class="nam">desc</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1305" href="#t1305">1305</a></span><span class="t">            <span class="nam">num_procs</span><span class="op">=</span><span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1306" href="#t1306">1306</a></span><span class="t">            <span class="nam">comm_world</span><span class="op">=</span><span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1307" href="#t1307">1307</a></span><span class="t">            <span class="nam">Tend</span><span class="op">=</span><span class="nam">Tend</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1308" href="#t1308">1308</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1309" href="#t1309">1309</a></span><span class="t">        <span class="nam">stats</span> <span class="op">=</span> <span class="nam">data</span><span class="op">[</span><span class="nam">eps</span><span class="op">]</span><span class="op">[</span><span class="str">'stats'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1310" href="#t1310">1310</a></span><span class="t">        <span class="com">#        e = get_sorted(stats, type='e_global_post_step', recomputed=False)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1311" href="#t1311">1311</a></span><span class="t">        <span class="com">#        axs[0].plot([me[0] for me in e], [me[1] for me in e])</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1312" href="#t1312">1312</a></span><span class="t">        <span class="com">#</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1313" href="#t1313">1313</a></span><span class="t">        <span class="nam">e</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'e_local_post_step'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1314" href="#t1314">1314</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1315" href="#t1315">1315</a></span><span class="t">            <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">e</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">rf'$\epsilon_\mathrm{{TOL}} = {{{eps:.0e}}}$'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1316" href="#t1316">1316</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1317" href="#t1317">1317</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'local error'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1318" href="#t1318">1318</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1319" href="#t1319">1319</a></span><span class="t">        <span class="nam">dt</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'dt'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1320" href="#t1320">1320</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">dt</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1321" href="#t1321">1321</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'dt'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1322" href="#t1322">1322</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1323" href="#t1323">1323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1324" href="#t1324">1324</a></span><span class="t">        <span class="nam">rhs</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'work_rhs'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1325" href="#t1325">1325</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1326" href="#t1326">1326</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">rhs</span><span class="op">]</span><span class="op">,</span> <span class="nam">np</span><span class="op">.</span><span class="nam">cumsum</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">rhs</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1327" href="#t1327">1327</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'rhs evaluations'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1328" href="#t1328">1328</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1329" href="#t1329">1329</a></span><span class="t">        <span class="nam">nwaves</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'fastest_wave'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1330" href="#t1330">1330</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">nwaves</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">nwaves</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'-'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">color</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1331" href="#t1331">1331</a></span><span class="t">        <span class="nam">slowest_wave</span> <span class="op">=</span> <span class="nam">get_sorted</span><span class="op">(</span><span class="nam">stats</span><span class="op">,</span> <span class="nam">type</span><span class="op">=</span><span class="str">'slowest_wave'</span><span class="op">,</span> <span class="nam">recomputed</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1332" href="#t1332">1332</a></span><span class="t">        <span class="com"># print(slowest_wave)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1333" href="#t1333">1333</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">slowest_wave</span><span class="op">]</span><span class="op">,</span> <span class="op">[</span><span class="nam">me</span><span class="op">[</span><span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">slowest_wave</span><span class="op">]</span><span class="op">,</span> <span class="nam">ls</span><span class="op">=</span><span class="str">'--'</span><span class="op">,</span> <span class="nam">color</span><span class="op">=</span><span class="nam">color</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1334" href="#t1334">1334</a></span><span class="t">        <span class="nam">axs</span><span class="op">[</span><span class="num">3</span><span class="op">]</span><span class="op">.</span><span class="nam">set_ylabel</span><span class="op">(</span><span class="str">'waves'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1335" href="#t1335">1335</a></span><span class="t">        <span class="com"># axs[3].set_yscale('log')</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1336" href="#t1336">1336</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1337" href="#t1337">1337</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1338" href="#t1338">1338</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">2</span><span class="op">]</span><span class="op">.</span><span class="nam">set_yscale</span><span class="op">(</span><span class="str">'log'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1339" href="#t1339">1339</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">.</span><span class="nam">set_xlabel</span><span class="op">(</span><span class="str">'t'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1340" href="#t1340">1340</a></span><span class="t">    <span class="nam">axs</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">legend</span><span class="op">(</span><span class="nam">frameon</span><span class="op">=</span><span class="key">False</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1341" href="#t1341">1341</a></span><span class="t">    <span class="com"># print([(eps, data[eps]['t']) for eps in epsilons])</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t1342" href="#t1342">1342</a></span><span class="t">    <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1343" href="#t1343">1343</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1344" href="#t1344">1344</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1345" href="#t1345">1345</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1346" href="#t1346">1346</a></span><span class="t">    <span class="nam">comm_world</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1347" href="#t1347">1347</a></span><span class="t">    <span class="com"># vdp_stiffness_plot(runs=1, record=False)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1348" href="#t1348">1348</a></span><span class="t">    <span class="com"># ERK_stiff_weirdness()</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1349" href="#t1349">1349</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1350" href="#t1350">1350</a></span><span class="t">    <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1351" href="#t1351">1351</a></span><span class="t">        <span class="str">'mode'</span><span class="op">:</span> <span class="str">'RK_comp'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1352" href="#t1352">1352</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1353" href="#t1353">1353</a></span><span class="t">        <span class="com">#'num_procs': 1,  # min(comm_world.size, 5),</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1354" href="#t1354">1354</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1355" href="#t1355">1355</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1356" href="#t1356">1356</a></span><span class="t">    <span class="nam">params_single</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1357" href="#t1357">1357</a></span><span class="t">        <span class="op">**</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1358" href="#t1358">1358</a></span><span class="t">        <span class="str">'problem'</span><span class="op">:</span> <span class="nam">run_quench</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1359" href="#t1359">1359</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1360" href="#t1360">1360</a></span><span class="t">    <span class="nam">record</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1361" href="#t1361">1361</a></span><span class="t">    <span class="nam">single_problem</span><span class="op">(</span><span class="op">**</span><span class="nam">params_single</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">=</span><span class="str">'t'</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">=</span><span class="str">'e_global'</span><span class="op">,</span> <span class="nam">record</span><span class="op">=</span><span class="nam">record</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1362" href="#t1362">1362</a></span><span class="t">    <span class="com"># single_problem(**params_single, work_key='t', precision_key='e_global', record=False)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1363" href="#t1363">1363</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1364" href="#t1364">1364</a></span><span class="t">    <span class="nam">all_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1365" href="#t1365">1365</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1366" href="#t1366">1366</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1367" href="#t1367">1367</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'t'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1368" href="#t1368">1368</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global_rel'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1369" href="#t1369">1369</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1370" href="#t1370">1370</a></span><span class="t">        <span class="com">#'num_procs': 4,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1371" href="#t1371">1371</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1372" href="#t1372">1372</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1373" href="#t1373">1373</a></span><span class="t">    <span class="key">for</span> <span class="nam">mode</span> <span class="key">in</span> <span class="op">[</span><span class="str">'RK_comp'</span><span class="op">]</span><span class="op">:</span>  <span class="com"># ['parallel_efficiency', 'compare_strategies']:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1374" href="#t1374">1374</a></span><span class="t">        <span class="key">break</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1375" href="#t1375">1375</a></span><span class="t">        <span class="nam">all_problems</span><span class="op">(</span><span class="op">**</span><span class="nam">all_params</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1376" href="#t1376">1376</a></span><span class="t">        <span class="nam">comm_world</span><span class="op">.</span><span class="nam">Barrier</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1377" href="#t1377">1377</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1378" href="#t1378">1378</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t1379" href="#t1379">1379</a></span><span class="t">        <span class="com"># parallel_efficiency(**params_single, work_key='k_SDC', precision_key='e_global_rel')</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t1380" href="#t1380">1380</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1285" href="#t1285">1285</a></span><span class="t"><span class="key">def</span> <span class="nam">all_problems</span><span class="op">(</span><span class="nam">mode</span><span class="op">=</span><span class="str">'compare_strategies'</span><span class="op">,</span> <span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1286" href="#t1286">1286</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1287" href="#t1287">1287</a></span><span class="t"><span class="str">    Make a plot comparing various strategies for all problems.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1288" href="#t1288">1288</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1289" href="#t1289">1289</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1290" href="#t1290">1290</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1291" href="#t1291">1291</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1292" href="#t1292">1292</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1293" href="#t1293">1293</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1294" href="#t1294">1294</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1295" href="#t1295">1295</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1296" href="#t1296">1296</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1297" href="#t1297">1297</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1298" href="#t1298">1298</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1299" href="#t1299">1299</a></span><span class="t">    <span class="nam">shared_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1300" href="#t1300">1300</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1301" href="#t1301">1301</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1302" href="#t1302">1302</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1303" href="#t1303">1303</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1304" href="#t1304">1304</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1305" href="#t1305">1305</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1306" href="#t1306">1306</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1307" href="#t1307">1307</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1308" href="#t1308">1308</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1309" href="#t1309">1309</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1310" href="#t1310">1310</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_Schroedinger</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1311" href="#t1311">1311</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1312" href="#t1312">1312</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="num">26</span><span class="op">,</span> <span class="str">f"Doing for all problems {mode}"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1313" href="#t1313">1313</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1314" href="#t1314">1314</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1315" href="#t1315">1315</a></span><span class="t">            <span class="op">**</span><span class="nam">shared_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1316" href="#t1316">1316</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1317" href="#t1317">1317</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1318" href="#t1318">1318</a></span><span class="t">            <span class="nam">decorate</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1319" href="#t1319">1319</a></span><span class="t">            <span class="nam">configurations</span><span class="op">=</span><span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1320" href="#t1320">1320</a></span><span class="t">            <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1321" href="#t1321">1321</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1322" href="#t1322">1322</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1323" href="#t1323">1323</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span> <span class="key">and</span> <span class="nam">shared_params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1324" href="#t1324">1324</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1325" href="#t1325">1325</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1326" href="#t1326">1326</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1327" href="#t1327">1327</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1328" href="#t1328">1328</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1329" href="#t1329">1329</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1330" href="#t1330">1330</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1331" href="#t1331">1331</a></span><span class="t">            <span class="nam">ncols</span><span class="op">=</span><span class="num">3</span> <span class="key">if</span> <span class="nam">mode</span> <span class="key">in</span> <span class="op">[</span><span class="str">'parallel_efficiency'</span><span class="op">]</span> <span class="key">else</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1332" href="#t1332">1332</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1333" href="#t1333">1333</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1334" href="#t1334">1334</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1335" href="#t1335">1335</a></span><span class="t"><span class="key">def</span> <span class="nam">ODEs</span><span class="op">(</span><span class="nam">mode</span><span class="op">=</span><span class="str">'compare_strategies'</span><span class="op">,</span> <span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1336" href="#t1336">1336</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1337" href="#t1337">1337</a></span><span class="t"><span class="str">    Make a plot comparing various strategies for the two ODEs.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1338" href="#t1338">1338</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1339" href="#t1339">1339</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1340" href="#t1340">1340</a></span><span class="t"><span class="str">        work_key (str): The key in the recorded data you want on the x-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1341" href="#t1341">1341</a></span><span class="t"><span class="str">        precision_key (str): The key in the recorded data you want on the y-axis</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1342" href="#t1342">1342</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1343" href="#t1343">1343</a></span><span class="t"><span class="str">    Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1344" href="#t1344">1344</a></span><span class="t"><span class="str">        None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1345" href="#t1345">1345</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1346" href="#t1346">1346</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1347" href="#t1347">1347</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="nam">x</span><span class="op">=</span><span class="num">2</span><span class="op">,</span> <span class="nam">y</span><span class="op">=</span><span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1348" href="#t1348">1348</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1349" href="#t1349">1349</a></span><span class="t">    <span class="nam">shared_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1350" href="#t1350">1350</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1351" href="#t1351">1351</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1352" href="#t1352">1352</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1353" href="#t1353">1353</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1354" href="#t1354">1354</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1355" href="#t1355">1355</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1356" href="#t1356">1356</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1357" href="#t1357">1357</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1358" href="#t1358">1358</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1359" href="#t1359">1359</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1360" href="#t1360">1360</a></span><span class="t">    <span class="nam">problems</span> <span class="op">=</span> <span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1361" href="#t1361">1361</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1362" href="#t1362">1362</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">problems</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1363" href="#t1363">1363</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1364" href="#t1364">1364</a></span><span class="t">            <span class="op">**</span><span class="nam">shared_params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1365" href="#t1365">1365</a></span><span class="t">            <span class="nam">problem</span><span class="op">=</span><span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1366" href="#t1366">1366</a></span><span class="t">            <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1367" href="#t1367">1367</a></span><span class="t">            <span class="nam">decorate</span><span class="op">=</span><span class="nam">i</span> <span class="op">==</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1368" href="#t1368">1368</a></span><span class="t">            <span class="nam">configurations</span><span class="op">=</span><span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problems</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1369" href="#t1369">1369</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1370" href="#t1370">1370</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1371" href="#t1371">1371</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span> <span class="key">and</span> <span class="nam">shared_params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1372" href="#t1372">1372</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1373" href="#t1373">1373</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1374" href="#t1374">1374</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">f'ODEs-{mode}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1375" href="#t1375">1375</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1376" href="#t1376">1376</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">shared_params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1377" href="#t1377">1377</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1378" href="#t1378">1378</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1379" href="#t1379">1379</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1380" href="#t1380">1380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1381" href="#t1381">1381</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1382" href="#t1382">1382</a></span><span class="t"><span class="key">def</span> <span class="nam">single_problem</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">plotting</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1383" href="#t1383">1383</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1384" href="#t1384">1384</a></span><span class="t"><span class="str">    Make a plot for a single problem</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1385" href="#t1385">1385</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1386" href="#t1386">1386</a></span><span class="t"><span class="str">    Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1387" href="#t1387">1387</a></span><span class="t"><span class="str">        mode (str): What you want to look at</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1388" href="#t1388">1388</a></span><span class="t"><span class="str">        problem (function): A problem to run</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1389" href="#t1389">1389</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1390" href="#t1390">1390</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">ax</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="nam">figsize</span><span class="op">=</span><span class="nam">figsize_by_journal</span><span class="op">(</span><span class="str">'Springer_Numerical_Algorithms'</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">0.8</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1391" href="#t1391">1391</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1392" href="#t1392">1392</a></span><span class="t">    <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1393" href="#t1393">1393</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1394" href="#t1394">1394</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1395" href="#t1395">1395</a></span><span class="t">        <span class="str">'num_procs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1396" href="#t1396">1396</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1397" href="#t1397">1397</a></span><span class="t">        <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1398" href="#t1398">1398</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1399" href="#t1399">1399</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">plotting</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1400" href="#t1400">1400</a></span><span class="t">        <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1401" href="#t1401">1401</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1402" href="#t1402">1402</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1403" href="#t1403">1403</a></span><span class="t">    <span class="nam">logger</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="num">26</span><span class="op">,</span> <span class="str">f"Doing single problem {mode}"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1404" href="#t1404">1404</a></span><span class="t">    <span class="nam">execute_configurations</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1405" href="#t1405">1405</a></span><span class="t">        <span class="op">**</span><span class="nam">params</span><span class="op">,</span> <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">decorate</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">configurations</span><span class="op">=</span><span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">,</span> <span class="nam">problem</span><span class="op">)</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1406" href="#t1406">1406</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1407" href="#t1407">1407</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1408" href="#t1408">1408</a></span><span class="t">    <span class="key">if</span> <span class="nam">plotting</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1409" href="#t1409">1409</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1410" href="#t1410">1410</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1411" href="#t1411">1411</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">f'{problem.__name__}-{mode}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1412" href="#t1412">1412</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1413" href="#t1413">1413</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1414" href="#t1414">1414</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1415" href="#t1415">1415</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1416" href="#t1416">1416</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1417" href="#t1417">1417</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1418" href="#t1418">1418</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1419" href="#t1419">1419</a></span><span class="t"><span class="key">def</span> <span class="nam">vdp_stiffness_plot</span><span class="op">(</span><span class="nam">base_path</span><span class="op">=</span><span class="str">'data'</span><span class="op">,</span> <span class="nam">format</span><span class="op">=</span><span class="str">'pdf'</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1420" href="#t1420">1420</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">get_fig</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">,</span> <span class="nam">sharex</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">sharey</span><span class="op">=</span><span class="key">True</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1421" href="#t1421">1421</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1422" href="#t1422">1422</a></span><span class="t">    <span class="com"># mus = [0, 5, 10, 15]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1423" href="#t1423">1423</a></span><span class="t">    <span class="nam">mus</span> <span class="op">=</span> <span class="op">[</span><span class="num">0</span><span class="op">,</span> <span class="num">10</span><span class="op">,</span> <span class="num">20</span><span class="op">,</span> <span class="num">40</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1424" href="#t1424">1424</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1425" href="#t1425">1425</a></span><span class="t">    <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">mus</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1426" href="#t1426">1426</a></span><span class="t">        <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1427" href="#t1427">1427</a></span><span class="t">            <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1428" href="#t1428">1428</a></span><span class="t">            <span class="str">'problem'</span><span class="op">:</span> <span class="nam">run_vdp</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1429" href="#t1429">1429</a></span><span class="t">            <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1430" href="#t1430">1430</a></span><span class="t">            <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'t'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1431" href="#t1431">1431</a></span><span class="t">            <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1432" href="#t1432">1432</a></span><span class="t">            <span class="str">'comm_world'</span><span class="op">:</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1433" href="#t1433">1433</a></span><span class="t">            <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1434" href="#t1434">1434</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1435" href="#t1435">1435</a></span><span class="t">        <span class="nam">params</span><span class="op">[</span><span class="str">'num_procs'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="nam">params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">size</span><span class="op">,</span> <span class="num">5</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1436" href="#t1436">1436</a></span><span class="t">        <span class="nam">params</span><span class="op">[</span><span class="str">'plotting'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1437" href="#t1437">1437</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1438" href="#t1438">1438</a></span><span class="t">        <span class="nam">configurations</span> <span class="op">=</span> <span class="nam">get_configs</span><span class="op">(</span><span class="nam">mode</span><span class="op">=</span><span class="str">f'vdp_stiffness-{mus[i]}'</span><span class="op">,</span> <span class="nam">problem</span><span class="op">=</span><span class="nam">run_vdp</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1439" href="#t1439">1439</a></span><span class="t">        <span class="nam">execute_configurations</span><span class="op">(</span><span class="op">**</span><span class="nam">params</span><span class="op">,</span> <span class="nam">ax</span><span class="op">=</span><span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">,</span> <span class="nam">decorate</span><span class="op">=</span><span class="key">True</span><span class="op">,</span> <span class="nam">configurations</span><span class="op">=</span><span class="nam">configurations</span><span class="op">,</span> <span class="nam">Tend</span><span class="op">=</span><span class="num">100</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1440" href="#t1440">1440</a></span><span class="t">        <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">set_title</span><span class="op">(</span><span class="str">rf'$\mu={{{mus[i]}}}$'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1441" href="#t1441">1441</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1442" href="#t1442">1442</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">suptitle</span><span class="op">(</span><span class="str">'Van der Pol'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1443" href="#t1443">1443</a></span><span class="t">    <span class="key">if</span> <span class="nam">params</span><span class="op">[</span><span class="str">'comm_world'</span><span class="op">]</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1444" href="#t1444">1444</a></span><span class="t">        <span class="nam">save_fig</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1445" href="#t1445">1445</a></span><span class="t">            <span class="nam">fig</span><span class="op">=</span><span class="nam">fig</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1446" href="#t1446">1446</a></span><span class="t">            <span class="nam">name</span><span class="op">=</span><span class="str">'vdp-stiffness'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1447" href="#t1447">1447</a></span><span class="t">            <span class="nam">work_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'work_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1448" href="#t1448">1448</a></span><span class="t">            <span class="nam">precision_key</span><span class="op">=</span><span class="nam">params</span><span class="op">[</span><span class="str">'precision_key'</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1449" href="#t1449">1449</a></span><span class="t">            <span class="nam">legend</span><span class="op">=</span><span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1450" href="#t1450">1450</a></span><span class="t">            <span class="nam">base_path</span><span class="op">=</span><span class="nam">base_path</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1451" href="#t1451">1451</a></span><span class="t">            <span class="nam">format</span><span class="op">=</span><span class="nam">format</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1452" href="#t1452">1452</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1453" href="#t1453">1453</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1454" href="#t1454">1454</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1455" href="#t1455">1455</a></span><span class="t"><span class="key">def</span> <span class="nam">aggregate_parallel_efficiency_plot</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>  <span class="com"># pragma: no cover</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1456" href="#t1456">1456</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1457" href="#t1457">1457</a></span><span class="t"><span class="str">    Make a "weak scaling" plot for diagonal SDC</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1458" href="#t1458">1458</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1459" href="#t1459">1459</a></span><span class="t">    <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">projects</span><span class="op">.</span><span class="nam">Resilience</span><span class="op">.</span><span class="nam">strategies</span> <span class="key">import</span> <span class="nam">AdaptivityPolynomialError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1460" href="#t1460">1460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1461" href="#t1461">1461</a></span><span class="t">    <span class="nam">fig</span><span class="op">,</span> <span class="nam">axs</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">2</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1462" href="#t1462">1462</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1463" href="#t1463">1463</a></span><span class="t">    <span class="nam">_fig</span><span class="op">,</span> <span class="nam">_ax</span> <span class="op">=</span> <span class="nam">plt</span><span class="op">.</span><span class="nam">subplots</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1464" href="#t1464">1464</a></span><span class="t">    <span class="nam">num_procs</span> <span class="op">=</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1465" href="#t1465">1465</a></span><span class="t">    <span class="nam">num_procs_sweeper</span> <span class="op">=</span> <span class="num">2</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1466" href="#t1466">1466</a></span><span class="t">    <span class="nam">problem</span> <span class="op">=</span> <span class="nam">run_quench</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1467" href="#t1467">1467</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1468" href="#t1468">1468</a></span><span class="t">    <span class="nam">num_procs_sweeper_list</span> <span class="op">=</span> <span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">3</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1469" href="#t1469">1469</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1470" href="#t1470">1470</a></span><span class="t">    <span class="key">for</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">ax</span> <span class="key">in</span> <span class="nam">zip</span><span class="op">(</span><span class="op">[</span><span class="nam">run_vdp</span><span class="op">,</span> <span class="nam">run_Lorenz</span><span class="op">,</span> <span class="nam">run_quench</span><span class="op">]</span><span class="op">,</span> <span class="nam">axs</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1471" href="#t1471">1471</a></span><span class="t">        <span class="nam">speedup</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1472" href="#t1472">1472</a></span><span class="t">        <span class="key">for</span> <span class="nam">num_procs_sweeper</span> <span class="key">in</span> <span class="nam">num_procs_sweeper_list</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1473" href="#t1473">1473</a></span><span class="t">            <span class="nam">s</span><span class="op">,</span> <span class="nam">e</span> <span class="op">=</span> <span class="nam">plot_parallel_efficiency_diagonalSDC</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1474" href="#t1474">1474</a></span><span class="t">                <span class="nam">ax</span><span class="op">=</span><span class="nam">_ax</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1475" href="#t1475">1475</a></span><span class="t">                <span class="nam">work_key</span><span class="op">=</span><span class="str">'t'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1476" href="#t1476">1476</a></span><span class="t">                <span class="nam">precision_key</span><span class="op">=</span><span class="str">'e_global_rel'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1477" href="#t1477">1477</a></span><span class="t">                <span class="nam">num_procs</span><span class="op">=</span><span class="nam">num_procs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1478" href="#t1478">1478</a></span><span class="t">                <span class="nam">num_procs_sweeper</span><span class="op">=</span><span class="nam">num_procs_sweeper</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1479" href="#t1479">1479</a></span><span class="t">                <span class="nam">problem</span><span class="op">=</span><span class="nam">problem</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1480" href="#t1480">1480</a></span><span class="t">                <span class="nam">strategy</span><span class="op">=</span><span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1481" href="#t1481">1481</a></span><span class="t">                <span class="nam">mode</span><span class="op">=</span><span class="str">'diagonal_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1482" href="#t1482">1482</a></span><span class="t">                <span class="nam">handle</span><span class="op">=</span><span class="str">f'{num_procs_sweeper} nodes'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1483" href="#t1483">1483</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1484" href="#t1484">1484</a></span><span class="t">            <span class="nam">speedup</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">s</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1485" href="#t1485">1485</a></span><span class="t">            <span class="nam">decorate_panel</span><span class="op">(</span><span class="nam">ax</span><span class="op">,</span> <span class="nam">problem</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">=</span><span class="str">'nprocs'</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">=</span><span class="str">''</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1486" href="#t1486">1486</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1487" href="#t1487">1487</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span><span class="nam">num_procs_sweeper_list</span><span class="op">,</span> <span class="nam">speedup</span><span class="op">,</span> <span class="nam">label</span><span class="op">=</span><span class="str">'speedup'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1488" href="#t1488">1488</a></span><span class="t">        <span class="nam">ax</span><span class="op">.</span><span class="nam">plot</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1489" href="#t1489">1489</a></span><span class="t">            <span class="nam">num_procs_sweeper_list</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1490" href="#t1490">1490</a></span><span class="t">            <span class="op">[</span><span class="nam">speedup</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">/</span> <span class="nam">num_procs_sweeper_list</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">speedup</span><span class="op">)</span><span class="op">)</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1491" href="#t1491">1491</a></span><span class="t">            <span class="nam">label</span><span class="op">=</span><span class="str">'parallel efficiency'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1492" href="#t1492">1492</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1493" href="#t1493">1493</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1494" href="#t1494">1494</a></span><span class="t">    <span class="nam">fig</span><span class="op">.</span><span class="nam">tight_layout</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1495" href="#t1495">1495</a></span><span class="t">    <span class="nam">save_fig</span><span class="op">(</span><span class="nam">fig</span><span class="op">,</span> <span class="str">'parallel_efficiency'</span><span class="op">,</span> <span class="str">'nprocs'</span><span class="op">,</span> <span class="str">'speedup'</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1496" href="#t1496">1496</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1497" href="#t1497">1497</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1498" href="#t1498">1498</a></span><span class="t"><span class="key">if</span> <span class="nam">__name__</span> <span class="op">==</span> <span class="str">"__main__"</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1499" href="#t1499">1499</a></span><span class="t">    <span class="nam">comm_world</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">COMM_WORLD</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1500" href="#t1500">1500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1501" href="#t1501">1501</a></span><span class="t">    <span class="nam">record</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1502" href="#t1502">1502</a></span><span class="t">    <span class="key">for</span> <span class="nam">mode</span> <span class="key">in</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1503" href="#t1503">1503</a></span><span class="t">        <span class="com"># 'compare_strategies',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1504" href="#t1504">1504</a></span><span class="t">        <span class="com">#'RK_comp_high_order',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1505" href="#t1505">1505</a></span><span class="t">        <span class="com"># 'step_size_limiting',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1506" href="#t1506">1506</a></span><span class="t">        <span class="com"># 'parallel_efficiency',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1507" href="#t1507">1507</a></span><span class="t">        <span class="str">'diagonal_SDC'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1508" href="#t1508">1508</a></span><span class="t">    <span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1509" href="#t1509">1509</a></span><span class="t">        <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1510" href="#t1510">1510</a></span><span class="t">            <span class="str">'mode'</span><span class="op">:</span> <span class="nam">mode</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1511" href="#t1511">1511</a></span><span class="t">            <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1512" href="#t1512">1512</a></span><span class="t">            <span class="com">#'num_procs': 1,  # min(comm_world.size, 5),</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1513" href="#t1513">1513</a></span><span class="t">            <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1514" href="#t1514">1514</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1515" href="#t1515">1515</a></span><span class="t">        <span class="nam">params_single</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1516" href="#t1516">1516</a></span><span class="t">            <span class="op">**</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1517" href="#t1517">1517</a></span><span class="t">            <span class="str">'problem'</span><span class="op">:</span> <span class="nam">run_Schroedinger</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1518" href="#t1518">1518</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1519" href="#t1519">1519</a></span><span class="t">        <span class="nam">single_problem</span><span class="op">(</span><span class="op">**</span><span class="nam">params_single</span><span class="op">,</span> <span class="nam">work_key</span><span class="op">=</span><span class="str">'t'</span><span class="op">,</span> <span class="nam">precision_key</span><span class="op">=</span><span class="str">'e_global_rel'</span><span class="op">,</span> <span class="nam">record</span><span class="op">=</span><span class="nam">record</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1520" href="#t1520">1520</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1521" href="#t1521">1521</a></span><span class="t">    <span class="nam">all_params</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1522" href="#t1522">1522</a></span><span class="t">        <span class="str">'record'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1523" href="#t1523">1523</a></span><span class="t">        <span class="str">'runs'</span><span class="op">:</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1524" href="#t1524">1524</a></span><span class="t">        <span class="str">'work_key'</span><span class="op">:</span> <span class="str">'k_linear'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1525" href="#t1525">1525</a></span><span class="t">        <span class="str">'precision_key'</span><span class="op">:</span> <span class="str">'e_global_rel'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1526" href="#t1526">1526</a></span><span class="t">        <span class="str">'plotting'</span><span class="op">:</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1527" href="#t1527">1527</a></span><span class="t">        <span class="com">#'num_procs': 4,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1528" href="#t1528">1528</a></span><span class="t">    <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1529" href="#t1529">1529</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1530" href="#t1530">1530</a></span><span class="t">    <span class="key">for</span> <span class="nam">mode</span> <span class="key">in</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1531" href="#t1531">1531</a></span><span class="t">        <span class="com"># 'RK_comp',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1532" href="#t1532">1532</a></span><span class="t">        <span class="com"># 'parallel_efficiency',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1533" href="#t1533">1533</a></span><span class="t">        <span class="com"># 'compare_adaptivity',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1534" href="#t1534">1534</a></span><span class="t">        <span class="com"># 'compare_strategies',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1535" href="#t1535">1535</a></span><span class="t">        <span class="com"># 'preconditioners',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1536" href="#t1536">1536</a></span><span class="t">        <span class="com"># 'diagonal_SDC',</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1537" href="#t1537">1537</a></span><span class="t">    <span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1538" href="#t1538">1538</a></span><span class="t">        <span class="nam">all_problems</span><span class="op">(</span><span class="op">**</span><span class="nam">all_params</span><span class="op">,</span> <span class="nam">mode</span><span class="op">=</span><span class="nam">mode</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1539" href="#t1539">1539</a></span><span class="t">        <span class="nam">comm_world</span><span class="op">.</span><span class="nam">Barrier</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1540" href="#t1540">1540</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1541" href="#t1541">1541</a></span><span class="t">    <span class="key">if</span> <span class="nam">comm_world</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t1542" href="#t1542">1542</a></span><span class="t">        <span class="com"># parallel_efficiency(**params_single, work_key='k_SDC', precision_key='e_global_rel')</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t1543" href="#t1543">1543</a></span><span class="t">        <span class="nam">plt</span><span class="op">.</span><span class="nam">show</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -1469,7 +1632,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_327f90590a9d3ec6_SDC_timing_Fisher_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html b/coverage/d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html
index bc8e998f58..b976acff3e 100644
--- a/coverage/d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html
+++ b/coverage/d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_HookClass_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -125,7 +125,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_HookClass_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_HookClass_acoustic_py.html b/coverage/d_60ee0c9d7735ef11_HookClass_acoustic_py.html
index 2265ca17da..619361c2a9 100644
--- a/coverage/d_60ee0c9d7735ef11_HookClass_acoustic_py.html
+++ b/coverage/d_60ee0c9d7735ef11_HookClass_acoustic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_HookClass_boussinesq_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -120,7 +120,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_HookClass_boussinesq_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_HookClass_boussinesq_py.html b/coverage/d_60ee0c9d7735ef11_HookClass_boussinesq_py.html
index c35f6955d6..2244c0a833 100644
--- a/coverage/d_60ee0c9d7735ef11_HookClass_boussinesq_py.html
+++ b/coverage/d_60ee0c9d7735ef11_HookClass_boussinesq_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_dispersion_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -121,7 +121,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_dispersion_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_plot_dispersion_py.html b/coverage/d_60ee0c9d7735ef11_plot_dispersion_py.html
index 24bd8d1f26..088265496e 100644
--- a/coverage/d_60ee0c9d7735ef11_plot_dispersion_py.html
+++ b/coverage/d_60ee0c9d7735ef11_plot_dispersion_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_stab_vs_k_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -306,7 +306,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_stab_vs_k_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_plot_stab_vs_k_py.html b/coverage/d_60ee0c9d7735ef11_plot_stab_vs_k_py.html
index 2e9929aac4..f2c731eaaa 100644
--- a/coverage/d_60ee0c9d7735ef11_plot_stab_vs_k_py.html
+++ b/coverage/d_60ee0c9d7735ef11_plot_stab_vs_k_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_stability_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -224,7 +224,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_stability_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_plot_stability_py.html b/coverage/d_60ee0c9d7735ef11_plot_stability_py.html
index 645e0bae86..86d2acfeae 100644
--- a/coverage/d_60ee0c9d7735ef11_plot_stability_py.html
+++ b/coverage/d_60ee0c9d7735ef11_plot_stability_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -242,7 +242,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html b/coverage/d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html
index e5983186dc..1b0a4703af 100644
--- a/coverage/d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html
+++ b/coverage/d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -235,7 +235,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html b/coverage/d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html
index 9fd2b93390..5f4e648bb4 100644
--- a/coverage/d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html
+++ b/coverage/d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_runconvergence_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -141,7 +141,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_runconvergence_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_runconvergence_acoustic_py.html b/coverage/d_60ee0c9d7735ef11_runconvergence_acoustic_py.html
index ccb15d7468..63d23b9cd8 100644
--- a/coverage/d_60ee0c9d7735ef11_runconvergence_acoustic_py.html
+++ b/coverage/d_60ee0c9d7735ef11_runconvergence_acoustic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -283,7 +283,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html b/coverage/d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html
index e5bbb09b81..c41a4ed4b6 100644
--- a/coverage/d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html
+++ b/coverage/d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_runitererror_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -263,7 +263,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_runitererror_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_runitererror_acoustic_py.html b/coverage/d_60ee0c9d7735ef11_runitererror_acoustic_py.html
index a676a22880..9527eaabe2 100644
--- a/coverage/d_60ee0c9d7735ef11_runitererror_acoustic_py.html
+++ b/coverage/d_60ee0c9d7735ef11_runitererror_acoustic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -232,7 +232,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html b/coverage/d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html
index df04c89eee..ea7b42c8df 100644
--- a/coverage/d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html
+++ b/coverage/d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_f7d64113b0673500_ac_fft_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -248,7 +248,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_f7d64113b0673500_ac_fft_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_battery_model_py.html b/coverage/d_66292b4c3b6b9cb6_battery_model_py.html
index 8436fecfef..2dd680c3d0 100644
--- a/coverage/d_66292b4c3b6b9cb6_battery_model_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_battery_model_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_buck_model_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -689,7 +689,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_buck_model_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_buck_model_py.html b/coverage/d_66292b4c3b6b9cb6_buck_model_py.html
index c7cfe950b0..df0b4b5ead 100644
--- a/coverage/d_66292b4c3b6b9cb6_buck_model_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_buck_model_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -154,7 +154,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html b/coverage/d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html
index b6656de514..67a214f838 100644
--- a/coverage/d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_estimation_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -190,7 +190,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_estimation_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_estimation_check_py.html b/coverage/d_66292b4c3b6b9cb6_estimation_check_py.html
index 1ec96eca37..91970e1a81 100644
--- a/coverage/d_66292b4c3b6b9cb6_estimation_check_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_estimation_check_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_hardcoded_solutions_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -483,7 +483,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_hardcoded_solutions_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_hardcoded_solutions_py.html b/coverage/d_66292b4c3b6b9cb6_hardcoded_solutions_py.html
index 36bf98ea48..63d0757b93 100644
--- a/coverage/d_66292b4c3b6b9cb6_hardcoded_solutions_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_hardcoded_solutions_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_piline_model_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -569,7 +569,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_piline_model_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_piline_model_py.html b/coverage/d_66292b4c3b6b9cb6_piline_model_py.html
index 95b47179f4..f9ab064159 100644
--- a/coverage/d_66292b4c3b6b9cb6_piline_model_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_piline_model_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_switch_estimator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -154,7 +154,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_switch_estimator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_66292b4c3b6b9cb6_switch_estimator_py.html b/coverage/d_66292b4c3b6b9cb6_switch_estimator_py.html
index 540665a755..5464ad1b3a 100644
--- a/coverage/d_66292b4c3b6b9cb6_switch_estimator_py.html
+++ b/coverage/d_66292b4c3b6b9cb6_switch_estimator_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/projects/PinTSimE/switch_estimator.py: 94%</title>
+    <title>Coverage for pySDC/projects/PinTSimE/switch_estimator.py: 99%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/projects/PinTSimE/switch_estimator.py</b>:
-            <span class="pc_cov">94%</span>
+            <span class="pc_cov">99%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">106 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">100<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">6<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">105<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">1<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">1<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_equidistant_RDC_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -250,9 +250,9 @@ <h2>
     <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">                    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">                        <span class="com"># event occurs on L.time or L.time + L.dt; no restart necessary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">                        <span class="nam">boundary</span> <span class="op">=</span> <span class="str">'left boundary'</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">t_switch</span> <span class="op">==</span> <span class="nam">L</span><span class="op">.</span><span class="nam">time</span> <span class="key">else</span> <span class="str">'right boundary'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Estimated switch {self.status.t_switch:.15f} occurs at {boundary}"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log_event_time</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">                        <span class="nam">boundary</span> <span class="op">=</span> <span class="str">'left boundary'</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">t_switch</span> <span class="op">==</span> <span class="nam">L</span><span class="op">.</span><span class="nam">time</span> <span class="key">else</span> <span class="str">'right boundary'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Estimated switch {self.status.t_switch:.15f} occurs at {boundary}"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log_event_time</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">                            <span class="nam">controller</span><span class="op">.</span><span class="nam">hooks</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">                            <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">slot</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">                            <span class="nam">L</span><span class="op">.</span><span class="nam">time</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
@@ -260,8 +260,8 @@ <h2>
     <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">                            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">sweep</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">                            <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">t_switch</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">                        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">                        <span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">count_switches</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">switch_detected</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">                        <span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">count_switches</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">switch_detected</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">                <span class="key">else</span><span class="op">:</span>  <span class="com"># intermediate value theorem is not satisfied</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">                    <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">switch_detected</span> <span class="op">=</span> <span class="key">False</span>&nbsp;</span><span class="r"></span></p>
@@ -520,7 +520,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_equidistant_RDC_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_BaseTransfer_mass_py.html b/coverage/d_716c1644203275a5_BaseTransfer_mass_py.html
index 2786e6250e..adfea3d1dc 100644
--- a/coverage/d_716c1644203275a5_BaseTransfer_mass_py.html
+++ b/coverage/d_716c1644203275a5_BaseTransfer_mass_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferFenicsMesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -276,7 +276,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferFenicsMesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferFenicsMesh_py.html b/coverage/d_716c1644203275a5_TransferFenicsMesh_py.html
index 30789510ed..5db1fed055 100644
--- a/coverage/d_716c1644203275a5_TransferFenicsMesh_py.html
+++ b/coverage/d_716c1644203275a5_TransferFenicsMesh_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -169,7 +169,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferMesh_FFT2D_py.html b/coverage/d_716c1644203275a5_TransferMesh_FFT2D_py.html
index a085bc6e0e..2ac48906ad 100644
--- a/coverage/d_716c1644203275a5_TransferMesh_FFT2D_py.html
+++ b/coverage/d_716c1644203275a5_TransferMesh_FFT2D_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -187,7 +187,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferMesh_FFT_py.html b/coverage/d_716c1644203275a5_TransferMesh_FFT_py.html
index 8602666e89..ff34489cdc 100644
--- a/coverage/d_716c1644203275a5_TransferMesh_FFT_py.html
+++ b/coverage/d_716c1644203275a5_TransferMesh_FFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_FFT2D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -171,7 +171,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_FFT2D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferMesh_MPIFFT_py.html b/coverage/d_716c1644203275a5_TransferMesh_MPIFFT_py.html
index cd0a453d12..86d1af2f31 100644
--- a/coverage/d_716c1644203275a5_TransferMesh_MPIFFT_py.html
+++ b/coverage/d_716c1644203275a5_TransferMesh_MPIFFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_NoCoarse_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -218,7 +218,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_NoCoarse_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferMesh_NoCoarse_py.html b/coverage/d_716c1644203275a5_TransferMesh_NoCoarse_py.html
index dfd080ebd3..42adfa8d5a 100644
--- a/coverage/d_716c1644203275a5_TransferMesh_NoCoarse_py.html
+++ b/coverage/d_716c1644203275a5_TransferMesh_NoCoarse_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferPETScDMDA_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -147,7 +147,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferPETScDMDA_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferMesh_py.html b/coverage/d_716c1644203275a5_TransferMesh_py.html
index e2e5d6d392..5779440310 100644
--- a/coverage/d_716c1644203275a5_TransferMesh_py.html
+++ b/coverage/d_716c1644203275a5_TransferMesh_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_FFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -347,7 +347,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferMesh_FFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferPETScDMDA_py.html b/coverage/d_716c1644203275a5_TransferPETScDMDA_py.html
index 3158371855..6c094c61a1 100644
--- a/coverage/d_716c1644203275a5_TransferPETScDMDA_py.html
+++ b/coverage/d_716c1644203275a5_TransferPETScDMDA_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferParticles_NoCoarse_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -164,7 +164,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_TransferParticles_NoCoarse_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_716c1644203275a5_TransferParticles_NoCoarse_py.html b/coverage/d_716c1644203275a5_TransferParticles_NoCoarse_py.html
index 4f39577575..d465921339 100644
--- a/coverage/d_716c1644203275a5_TransferParticles_NoCoarse_py.html
+++ b/coverage/d_716c1644203275a5_TransferParticles_NoCoarse_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_AllenCahn_dump_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -149,7 +149,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0c21c203c9df60ee_AllenCahn_dump_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73a9842ab7402c4a_PFASST_conv_Linf_py.html b/coverage/d_73a9842ab7402c4a_PFASST_conv_Linf_py.html
index 975140115d..59b6452f20 100644
--- a/coverage/d_73a9842ab7402c4a_PFASST_conv_Linf_py.html
+++ b/coverage/d_73a9842ab7402c4a_PFASST_conv_Linf_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_PFASST_conv_tests_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -391,7 +391,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_PFASST_conv_tests_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73a9842ab7402c4a_PFASST_conv_tests_py.html b/coverage/d_73a9842ab7402c4a_PFASST_conv_tests_py.html
index c06d1679f8..9bd2b1233d 100644
--- a/coverage/d_73a9842ab7402c4a_PFASST_conv_tests_py.html
+++ b/coverage/d_73a9842ab7402c4a_PFASST_conv_tests_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_conv_test_to0_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -398,7 +398,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_conv_test_to0_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73a9842ab7402c4a_conv_test_to0_py.html b/coverage/d_73a9842ab7402c4a_conv_test_to0_py.html
index fc15e6294f..ec594f1fe0 100644
--- a/coverage/d_73a9842ab7402c4a_conv_test_to0_py.html
+++ b/coverage/d_73a9842ab7402c4a_conv_test_to0_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_conv_test_toinf_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -195,7 +195,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_conv_test_toinf_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73a9842ab7402c4a_conv_test_toinf_py.html b/coverage/d_73a9842ab7402c4a_conv_test_toinf_py.html
index 251a80c81a..66e5584be9 100644
--- a/coverage/d_73a9842ab7402c4a_conv_test_toinf_py.html
+++ b/coverage/d_73a9842ab7402c4a_conv_test_toinf_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -195,7 +195,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html b/coverage/d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html
index 136ef9dd28..f11c5ac4e5 100644
--- a/coverage/d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html
+++ b/coverage/d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0a363dd8c140c711_HookClass_DAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -239,7 +239,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_0a363dd8c140c711_HookClass_DAE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73bf12c1262fa441_equidistant_RDC_py.html b/coverage/d_73bf12c1262fa441_equidistant_RDC_py.html
index bd30b4807b..8812e8e60a 100644
--- a/coverage/d_73bf12c1262fa441_equidistant_RDC_py.html
+++ b/coverage/d_73bf12c1262fa441_equidistant_RDC_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -257,7 +257,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html b/coverage/d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html
index c6bc7125b0..fbb899bb3b 100644
--- a/coverage/d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html
+++ b/coverage/d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_vanderpol_error_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -207,7 +207,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_vanderpol_error_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73bf12c1262fa441_vanderpol_error_test_py.html b/coverage/d_73bf12c1262fa441_vanderpol_error_test_py.html
index b45c69a086..db0491a19e 100644
--- a/coverage/d_73bf12c1262fa441_vanderpol_error_test_py.html
+++ b/coverage/d_73bf12c1262fa441_vanderpol_error_test_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_vanderpol_reference_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -247,7 +247,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_73bf12c1262fa441_vanderpol_reference_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_73bf12c1262fa441_vanderpol_reference_py.html b/coverage/d_73bf12c1262fa441_vanderpol_reference_py.html
index c97b30ced1..f9589dc88f 100644
--- a/coverage/d_73bf12c1262fa441_vanderpol_reference_py.html
+++ b/coverage/d_73bf12c1262fa441_vanderpol_reference_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_FDeigenvalues_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -155,7 +155,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_5893b65af8042ae2_FDeigenvalues_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_74ce84641ea8e5a0_controller_MPI_scorep_py.html b/coverage/d_74ce84641ea8e5a0_controller_MPI_scorep_py.html
index 2ea532f463..e8736922d8 100644
--- a/coverage/d_74ce84641ea8e5a0_controller_MPI_scorep_py.html
+++ b/coverage/d_74ce84641ea8e5a0_controller_MPI_scorep_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -729,7 +729,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html b/coverage/d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html
index a3f980c284..4c6f5bfbb7 100644
--- a/coverage/d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html
+++ b/coverage/d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_74ce84641ea8e5a0_visualize_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -249,7 +249,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_74ce84641ea8e5a0_visualize_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_74ce84641ea8e5a0_visualize_py.html b/coverage/d_74ce84641ea8e5a0_visualize_py.html
index f7780440f0..346f72da06 100644
--- a/coverage/d_74ce84641ea8e5a0_visualize_py.html
+++ b/coverage/d_74ce84641ea8e5a0_visualize_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_battery_model_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -196,7 +196,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_66292b4c3b6b9cb6_battery_model_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_AllenCahn_parallel_py.html b/coverage/d_7b436a2656aaf131_AllenCahn_parallel_py.html
index 86d45b835d..806a2ca764 100644
--- a/coverage/d_7b436a2656aaf131_AllenCahn_parallel_py.html
+++ b/coverage/d_7b436a2656aaf131_AllenCahn_parallel_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_BaseTransfer_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -294,7 +294,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_BaseTransfer_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_BaseTransfer_MPI_py.html b/coverage/d_7b436a2656aaf131_BaseTransfer_MPI_py.html
index 307893aa04..22995fe939 100644
--- a/coverage/d_7b436a2656aaf131_BaseTransfer_MPI_py.html
+++ b/coverage/d_7b436a2656aaf131_BaseTransfer_MPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_ErrReductionHook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -324,7 +324,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_ErrReductionHook_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_ErrReductionHook_py.html b/coverage/d_7b436a2656aaf131_ErrReductionHook_py.html
index 29eb894dfc..d4e3fc2a5a 100644
--- a/coverage/d_7b436a2656aaf131_ErrReductionHook_py.html
+++ b/coverage/d_7b436a2656aaf131_ErrReductionHook_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -155,7 +155,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html b/coverage/d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html
index 7ff4f59c37..e8a880c655 100644
--- a/coverage/d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html
+++ b/coverage/d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -134,7 +134,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html b/coverage/d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html
index 4202d2688a..6fae5ce679 100644
--- a/coverage/d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html
+++ b/coverage/d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -134,7 +134,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html b/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html
index 7d9ca8e30f..167cd9e13f 100644
--- a/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html
+++ b/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_linearized_implicit_parallel_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -122,7 +122,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_linearized_implicit_parallel_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html b/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html
index b19b6b362b..c46cc510fd 100644
--- a/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html
+++ b/coverage/d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -181,7 +181,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_linearized_implicit_parallel_py.html b/coverage/d_7b436a2656aaf131_linearized_implicit_parallel_py.html
index aa03e42650..2b9e170d49 100644
--- a/coverage/d_7b436a2656aaf131_linearized_implicit_parallel_py.html
+++ b/coverage/d_7b436a2656aaf131_linearized_implicit_parallel_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_minimization_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -175,7 +175,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_minimization_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_minimization_py.html b/coverage/d_7b436a2656aaf131_minimization_py.html
index a6fcd24edd..9a73f30e4d 100644
--- a/coverage/d_7b436a2656aaf131_minimization_py.html
+++ b/coverage/d_7b436a2656aaf131_minimization_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_newton_vs_sdc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -164,7 +164,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_newton_vs_sdc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_newton_vs_sdc_py.html b/coverage/d_7b436a2656aaf131_newton_vs_sdc_py.html
index 81d10ff5dc..15b91118c8 100644
--- a/coverage/d_7b436a2656aaf131_newton_vs_sdc_py.html
+++ b/coverage/d_7b436a2656aaf131_newton_vs_sdc_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_nonlinear_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -255,7 +255,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_nonlinear_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_nonlinear_playground_py.html b/coverage/d_7b436a2656aaf131_nonlinear_playground_py.html
index 664e252775..933167b221 100644
--- a/coverage/d_7b436a2656aaf131_nonlinear_playground_py.html
+++ b/coverage/d_7b436a2656aaf131_nonlinear_playground_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_preconditioner_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -270,7 +270,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_preconditioner_playground_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_preconditioner_playground_MPI_py.html b/coverage/d_7b436a2656aaf131_preconditioner_playground_MPI_py.html
index 397921477d..61a4184e2c 100644
--- a/coverage/d_7b436a2656aaf131_preconditioner_playground_MPI_py.html
+++ b/coverage/d_7b436a2656aaf131_preconditioner_playground_MPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_FaultHooks_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -337,7 +337,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_064a9f2a35945611_FaultHooks_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_7b436a2656aaf131_preconditioner_playground_py.html b/coverage/d_7b436a2656aaf131_preconditioner_playground_py.html
index efe4762d0b..0a23700275 100644
--- a/coverage/d_7b436a2656aaf131_preconditioner_playground_py.html
+++ b/coverage/d_7b436a2656aaf131_preconditioner_playground_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_preconditioner_playground_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -336,7 +336,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_preconditioner_playground_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_850829697a149033_build2DFDMatrix_py.html b/coverage/d_850829697a149033_build2DFDMatrix_py.html
index 259e94ba63..9368227555 100644
--- a/coverage/d_850829697a149033_build2DFDMatrix_py.html
+++ b/coverage/d_850829697a149033_build2DFDMatrix_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_buildBoussinesq2DMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -205,7 +205,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_buildBoussinesq2DMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_850829697a149033_buildBoussinesq2DMatrix_py.html b/coverage/d_850829697a149033_buildBoussinesq2DMatrix_py.html
index a7c938e1d8..af87f15200 100644
--- a/coverage/d_850829697a149033_buildBoussinesq2DMatrix_py.html
+++ b/coverage/d_850829697a149033_buildBoussinesq2DMatrix_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_buildFDMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -153,7 +153,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_buildFDMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_850829697a149033_buildFDMatrix_py.html b/coverage/d_850829697a149033_buildFDMatrix_py.html
index 8acd8156d0..231f3e0be2 100644
--- a/coverage/d_850829697a149033_buildFDMatrix_py.html
+++ b/coverage/d_850829697a149033_buildFDMatrix_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_helper_classes_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -281,7 +281,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_helper_classes_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_850829697a149033_helper_classes_py.html b/coverage/d_850829697a149033_helper_classes_py.html
index 968f5be537..6244167120 100644
--- a/coverage/d_850829697a149033_helper_classes_py.html
+++ b/coverage/d_850829697a149033_helper_classes_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_standard_integrators_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -114,7 +114,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_standard_integrators_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_850829697a149033_standard_integrators_py.html b/coverage/d_850829697a149033_standard_integrators_py.html
index 5a4a217b10..3faf3c6aac 100644
--- a/coverage/d_850829697a149033_standard_integrators_py.html
+++ b/coverage/d_850829697a149033_standard_integrators_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_unflatten_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -716,7 +716,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_unflatten_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_850829697a149033_unflatten_py.html b/coverage/d_850829697a149033_unflatten_py.html
index bb59eec235..53488ffba2 100644
--- a/coverage/d_850829697a149033_unflatten_py.html
+++ b/coverage/d_850829697a149033_unflatten_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_generic_ND_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -98,7 +98,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_generic_ND_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_BaseTransfer_py.html b/coverage/d_8d0d803e4e125e5c_BaseTransfer_py.html
index ded1c7afb8..0a08465d98 100644
--- a/coverage/d_8d0d803e4e125e5c_BaseTransfer_py.html
+++ b/coverage/d_8d0d803e4e125e5c_BaseTransfer_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Collocation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -329,7 +329,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Collocation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Collocation_py.html b/coverage/d_8d0d803e4e125e5c_Collocation_py.html
index 5b31a1f835..d4ca838aeb 100644
--- a/coverage/d_8d0d803e4e125e5c_Collocation_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Collocation_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Common_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -326,7 +326,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Common_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Common_py.html b/coverage/d_8d0d803e4e125e5c_Common_py.html
index 20fb1f0404..ea2b0c2371 100644
--- a/coverage/d_8d0d803e4e125e5c_Common_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Common_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Controller_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -164,7 +164,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Controller_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Controller_py.html b/coverage/d_8d0d803e4e125e5c_Controller_py.html
index 6db09ebbf5..409f7832a8 100644
--- a/coverage/d_8d0d803e4e125e5c_Controller_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Controller_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_ConvergenceController_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -431,7 +431,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_ConvergenceController_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_ConvergenceController_py.html b/coverage/d_8d0d803e4e125e5c_ConvergenceController_py.html
index ef2afd0263..55d9a1edfb 100644
--- a/coverage/d_8d0d803e4e125e5c_ConvergenceController_py.html
+++ b/coverage/d_8d0d803e4e125e5c_ConvergenceController_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Errors_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -607,7 +607,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Errors_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Errors_py.html b/coverage/d_8d0d803e4e125e5c_Errors_py.html
index 49330442a3..5cc7b76cbd 100644
--- a/coverage/d_8d0d803e4e125e5c_Errors_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Errors_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Hooks_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -168,7 +168,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Hooks_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Hooks_py.html b/coverage/d_8d0d803e4e125e5c_Hooks_py.html
index 101965c53e..a3a45f616d 100644
--- a/coverage/d_8d0d803e4e125e5c_Hooks_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Hooks_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Lagrange_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -331,7 +331,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Lagrange_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Lagrange_py.html b/coverage/d_8d0d803e4e125e5c_Lagrange_py.html
index bb9d654b7b..461c66b313 100644
--- a/coverage/d_8d0d803e4e125e5c_Lagrange_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Lagrange_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Level_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -322,7 +322,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Level_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Level_py.html b/coverage/d_8d0d803e4e125e5c_Level_py.html
index 8ad02daa78..3178ee36be 100644
--- a/coverage/d_8d0d803e4e125e5c_Level_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Level_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Nodes_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -269,7 +269,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Nodes_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Nodes_py.html b/coverage/d_8d0d803e4e125e5c_Nodes_py.html
index 7319c572a4..e41c3044a5 100644
--- a/coverage/d_8d0d803e4e125e5c_Nodes_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Nodes_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Problem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -300,7 +300,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Problem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Problem_py.html b/coverage/d_8d0d803e4e125e5c_Problem_py.html
index b63816af77..3824888bdb 100644
--- a/coverage/d_8d0d803e4e125e5c_Problem_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Problem_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_SpaceTransfer_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -224,7 +224,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_SpaceTransfer_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_SpaceTransfer_py.html b/coverage/d_8d0d803e4e125e5c_SpaceTransfer_py.html
index 0f8df1cb42..b11cf7610c 100644
--- a/coverage/d_8d0d803e4e125e5c_SpaceTransfer_py.html
+++ b/coverage/d_8d0d803e4e125e5c_SpaceTransfer_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Step_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -154,7 +154,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Step_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Step_py.html b/coverage/d_8d0d803e4e125e5c_Step_py.html
index b68042ec6c..bdd6fb9c05 100644
--- a/coverage/d_8d0d803e4e125e5c_Step_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Step_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Sweeper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -420,7 +420,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_8d0d803e4e125e5c_Sweeper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_8d0d803e4e125e5c_Sweeper_py.html b/coverage/d_8d0d803e4e125e5c_Sweeper_py.html
index 767777e512..57584e6933 100644
--- a/coverage/d_8d0d803e4e125e5c_Sweeper_py.html
+++ b/coverage/d_8d0d803e4e125e5c_Sweeper_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_plot_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -550,7 +550,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_41564483689e14fd_plot_helper_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html b/coverage/d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html
index ce177cc272..33dfafcd6b 100644
--- a/coverage/d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html
+++ b/coverage/d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -309,7 +309,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html b/coverage/d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html
index 28fe29e72d..46598b33e9 100644
--- a/coverage/d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html
+++ b/coverage/d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -327,7 +327,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html b/coverage/d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html
index b35d98c47e..19852844ac 100644
--- a/coverage/d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html
+++ b/coverage/d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_1D_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -221,7 +221,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_1D_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_1D_FD_py.html b/coverage/d_91faa57f8583c837_AllenCahn_1D_FD_py.html
index a6ff46a966..03cb53ff18 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_1D_FD_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_1D_FD_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -1018,7 +1018,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html b/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html
index 2caec9fa9d..d61e968e8d 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -828,7 +828,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_py.html b/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_py.html
index 6daa5da69b..939129d317 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_2D_FD_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -902,7 +902,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html b/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html
index a0975d24c7..ac6fe51eb9 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -384,7 +384,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_py.html b/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_py.html
index 3aa2e55bcc..c0bcb22de5 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_2D_FFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -393,7 +393,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_MPIFFT_py.html b/coverage/d_91faa57f8583c837_AllenCahn_MPIFFT_py.html
index fc579b89c6..3ba97cb299 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_MPIFFT_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_MPIFFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -445,7 +445,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html b/coverage/d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html
index fedbdf0b89..c1a41ccce7 100644
--- a/coverage/d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html
+++ b/coverage/d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Auzinger_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -488,7 +488,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Auzinger_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Auzinger_implicit_py.html b/coverage/d_91faa57f8583c837_Auzinger_implicit_py.html
index baa2a8e5fe..71691e158a 100644
--- a/coverage/d_91faa57f8583c837_Auzinger_implicit_py.html
+++ b/coverage/d_91faa57f8583c837_Auzinger_implicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Battery_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -256,7 +256,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Battery_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Battery_py.html b/coverage/d_91faa57f8583c837_Battery_py.html
index 890b4a5109..0f804a1381 100644
--- a/coverage/d_91faa57f8583c837_Battery_py.html
+++ b/coverage/d_91faa57f8583c837_Battery_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -669,7 +669,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html b/coverage/d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html
index a2cec19884..f6dbd742ab 100644
--- a/coverage/d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html
+++ b/coverage/d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_BuckConverter_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -388,7 +388,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_BuckConverter_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_BuckConverter_py.html b/coverage/d_91faa57f8583c837_BuckConverter_py.html
index bfb1265231..b483103c45 100644
--- a/coverage/d_91faa57f8583c837_BuckConverter_py.html
+++ b/coverage/d_91faa57f8583c837_BuckConverter_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_DiscontinuousTestODE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -284,7 +284,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_DiscontinuousTestODE_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_DiscontinuousTestODE_py.html b/coverage/d_91faa57f8583c837_DiscontinuousTestODE_py.html
index 53c3693526..00709cba7d 100644
--- a/coverage/d_91faa57f8583c837_DiscontinuousTestODE_py.html
+++ b/coverage/d_91faa57f8583c837_DiscontinuousTestODE_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_FastWaveSlowWave_0D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -313,7 +313,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_FastWaveSlowWave_0D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_FastWaveSlowWave_0D_py.html b/coverage/d_91faa57f8583c837_FastWaveSlowWave_0D_py.html
index 693cfaf4a2..fcad76d82f 100644
--- a/coverage/d_91faa57f8583c837_FastWaveSlowWave_0D_py.html
+++ b/coverage/d_91faa57f8583c837_FastWaveSlowWave_0D_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_FermiPastaUlamTsingou_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -253,7 +253,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_FermiPastaUlamTsingou_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_FermiPastaUlamTsingou_py.html b/coverage/d_91faa57f8583c837_FermiPastaUlamTsingou_py.html
index 218eeddaf6..0bf5eed912 100644
--- a/coverage/d_91faa57f8583c837_FermiPastaUlamTsingou_py.html
+++ b/coverage/d_91faa57f8583c837_FermiPastaUlamTsingou_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_FullSolarSystem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -265,7 +265,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_FullSolarSystem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_FullSolarSystem_py.html b/coverage/d_91faa57f8583c837_FullSolarSystem_py.html
index f4283f0db2..8551fc1ecb 100644
--- a/coverage/d_91faa57f8583c837_FullSolarSystem_py.html
+++ b/coverage/d_91faa57f8583c837_FullSolarSystem_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -189,7 +189,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html b/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html
index d4659fa490..983a2264c1 100644
--- a/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html
+++ b/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -327,7 +327,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html b/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html
index 3f055be30b..452566c8da 100644
--- a/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html
+++ b/coverage/d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -878,7 +878,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html b/coverage/d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html
index 7dbe18ede7..1dc508855d 100644
--- a/coverage/d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html
+++ b/coverage/d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -375,7 +375,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html b/coverage/d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html
index c071feb297..2ccd0e3bc6 100644
--- a/coverage/d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html
+++ b/coverage/d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GrayScott_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -909,7 +909,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_GrayScott_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_GrayScott_MPIFFT_py.html b/coverage/d_91faa57f8583c837_GrayScott_MPIFFT_py.html
index 5dc3a6b4fa..519250c194 100644
--- a/coverage/d_91faa57f8583c837_GrayScott_MPIFFT_py.html
+++ b/coverage/d_91faa57f8583c837_GrayScott_MPIFFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HarmonicOscillator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -866,7 +866,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HarmonicOscillator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HarmonicOscillator_py.html b/coverage/d_91faa57f8583c837_HarmonicOscillator_py.html
index 22c677f5d9..652d2f8d34 100644
--- a/coverage/d_91faa57f8583c837_HarmonicOscillator_py.html
+++ b/coverage/d_91faa57f8583c837_HarmonicOscillator_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -243,7 +243,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html b/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html
index a4938143e4..9667089421 100644
--- a/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html
+++ b/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -501,7 +501,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html b/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html
index d06392b5b4..df2cebff98 100644
--- a/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html
+++ b/coverage/d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -609,7 +609,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html b/coverage/d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html
index 90c71b95ef..9db4b4d882 100644
--- a/coverage/d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html
+++ b/coverage/d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_ND_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -366,7 +366,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_ND_FD_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html b/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html
index 6b5cd67f55..dbece97a20 100644
--- a/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html
+++ b/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HenonHeiles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -461,7 +461,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HenonHeiles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_py.html b/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_py.html
index c22ef55f68..2e52c1e470 100644
--- a/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_py.html
+++ b/coverage/d_91faa57f8583c837_HeatEquation_ND_FD_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -319,7 +319,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_HenonHeiles_py.html b/coverage/d_91faa57f8583c837_HenonHeiles_py.html
index 5399cfaa6f..c081ed5662 100644
--- a/coverage/d_91faa57f8583c837_HenonHeiles_py.html
+++ b/coverage/d_91faa57f8583c837_HenonHeiles_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_LogisticEquation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -190,7 +190,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_LogisticEquation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_LogisticEquation_py.html b/coverage/d_91faa57f8583c837_LogisticEquation_py.html
index 7930a46dbe..5425ef163b 100644
--- a/coverage/d_91faa57f8583c837_LogisticEquation_py.html
+++ b/coverage/d_91faa57f8583c837_LogisticEquation_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Lorenz_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -242,7 +242,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Lorenz_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Lorenz_py.html b/coverage/d_91faa57f8583c837_Lorenz_py.html
index 0a2fc6340d..4ef29dc8f1 100644
--- a/coverage/d_91faa57f8583c837_Lorenz_py.html
+++ b/coverage/d_91faa57f8583c837_Lorenz_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -318,7 +318,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html b/coverage/d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html
index 335ab0aa0a..c3d07e0433 100644
--- a/coverage/d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html
+++ b/coverage/d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_OuterSolarSystem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -412,7 +412,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_OuterSolarSystem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_OuterSolarSystem_py.html b/coverage/d_91faa57f8583c837_OuterSolarSystem_py.html
index 6bd8c73ffa..9890a2eb8e 100644
--- a/coverage/d_91faa57f8583c837_OuterSolarSystem_py.html
+++ b/coverage/d_91faa57f8583c837_OuterSolarSystem_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_PenningTrap_3D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -241,7 +241,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_PenningTrap_3D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_PenningTrap_3D_py.html b/coverage/d_91faa57f8583c837_PenningTrap_3D_py.html
index b9dd25caa7..0d5bbc21f8 100644
--- a/coverage/d_91faa57f8583c837_PenningTrap_3D_py.html
+++ b/coverage/d_91faa57f8583c837_PenningTrap_3D_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Piline_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -469,7 +469,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Piline_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Piline_py.html b/coverage/d_91faa57f8583c837_Piline_py.html
index 90c9538eae..80a7ecb610 100644
--- a/coverage/d_91faa57f8583c837_Piline_py.html
+++ b/coverage/d_91faa57f8583c837_Piline_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Quench_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -256,7 +256,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Quench_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Quench_py.html b/coverage/d_91faa57f8583c837_Quench_py.html
index 64a1637cdd..3427bb7075 100644
--- a/coverage/d_91faa57f8583c837_Quench_py.html
+++ b/coverage/d_91faa57f8583c837_Quench_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_TestEquation_0D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -691,7 +691,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_TestEquation_0D_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_TestEquation_0D_py.html b/coverage/d_91faa57f8583c837_TestEquation_0D_py.html
index bb0e3a9c60..21fb2ae12c 100644
--- a/coverage/d_91faa57f8583c837_TestEquation_0D_py.html
+++ b/coverage/d_91faa57f8583c837_TestEquation_0D_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Van_der_Pol_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -236,7 +236,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_Van_der_Pol_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_Van_der_Pol_implicit_py.html b/coverage/d_91faa57f8583c837_Van_der_Pol_implicit_py.html
index 56b621dcdf..b36e9c331a 100644
--- a/coverage/d_91faa57f8583c837_Van_der_Pol_implicit_py.html
+++ b/coverage/d_91faa57f8583c837_Van_der_Pol_implicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -265,7 +265,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html b/coverage/d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html
index c7cabd92c5..fb24b8d682 100644
--- a/coverage/d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html
+++ b/coverage/d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c032a2f084ee6f96_buildFDMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -418,7 +418,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c032a2f084ee6f96_buildFDMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_generic_ND_FD_py.html b/coverage/d_91faa57f8583c837_generic_ND_FD_py.html
index d9799bda0a..a2ddc5de1a 100644
--- a/coverage/d_91faa57f8583c837_generic_ND_FD_py.html
+++ b/coverage/d_91faa57f8583c837_generic_ND_FD_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_nonlinear_ODE_1_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -351,7 +351,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_nonlinear_ODE_1_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_nonlinear_ODE_1_py.html b/coverage/d_91faa57f8583c837_nonlinear_ODE_1_py.html
index 621db2be55..b32dd42427 100644
--- a/coverage/d_91faa57f8583c837_nonlinear_ODE_1_py.html
+++ b/coverage/d_91faa57f8583c837_nonlinear_ODE_1_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_polynomial_test_problem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -239,7 +239,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_91faa57f8583c837_polynomial_test_problem_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_91faa57f8583c837_polynomial_test_problem_py.html b/coverage/d_91faa57f8583c837_polynomial_test_problem_py.html
index d0595f1169..3dc48502ff 100644
--- a/coverage/d_91faa57f8583c837_polynomial_test_problem_py.html
+++ b/coverage/d_91faa57f8583c837_polynomial_test_problem_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_Multistep_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -211,7 +211,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_Multistep_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html b/coverage/d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html
index 97104c0f5d..a539c8e047 100644
--- a/coverage/d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html
+++ b/coverage/d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -177,7 +177,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html b/coverage/d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html
index dba6f5ebf9..0072c18ee8 100644
--- a/coverage/d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html
+++ b/coverage/d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -163,7 +163,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html b/coverage/d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html
index 368f0ed9c2..ce09bc8981 100644
--- a/coverage/d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html
+++ b/coverage/d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -215,7 +215,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html b/coverage/d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html
index f548d8377b..d8a46eff80 100644
--- a/coverage/d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html
+++ b/coverage/d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -240,7 +240,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html b/coverage/d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html
index a4c72da15c..8c5b3561b2 100644
--- a/coverage/d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html
+++ b/coverage/d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -121,7 +121,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html b/coverage/d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html
index e6b9da947b..d461b8d82b 100644
--- a/coverage/d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html
+++ b/coverage/d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -277,7 +277,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html b/coverage/d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html
index 288a34cb49..4e3bad6be8 100644
--- a/coverage/d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html
+++ b/coverage/d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_C_MPI_parallelization_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -101,7 +101,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_C_MPI_parallelization_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a1e8f71763f68ddb_C_MPI_parallelization_py.html b/coverage/d_a1e8f71763f68ddb_C_MPI_parallelization_py.html
index 3c776c30bc..30a5d53909 100644
--- a/coverage/d_a1e8f71763f68ddb_C_MPI_parallelization_py.html
+++ b/coverage/d_a1e8f71763f68ddb_C_MPI_parallelization_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_playground_parallelization_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -166,7 +166,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_playground_parallelization_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a1e8f71763f68ddb_playground_parallelization_py.html b/coverage/d_a1e8f71763f68ddb_playground_parallelization_py.html
index b39e97b8b5..3f220dc119 100644
--- a/coverage/d_a1e8f71763f68ddb_playground_parallelization_py.html
+++ b/coverage/d_a1e8f71763f68ddb_playground_parallelization_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -162,7 +162,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a25a81841eb75b92_A_getting_statistics_py.html b/coverage/d_a25a81841eb75b92_A_getting_statistics_py.html
index 6fa6f2da18..675a9cbece 100644
--- a/coverage/d_a25a81841eb75b92_A_getting_statistics_py.html
+++ b/coverage/d_a25a81841eb75b92_A_getting_statistics_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_B_adding_statistics_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -193,7 +193,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_B_adding_statistics_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a25a81841eb75b92_B_adding_statistics_py.html b/coverage/d_a25a81841eb75b92_B_adding_statistics_py.html
index 26754f297b..d8b1709a87 100644
--- a/coverage/d_a25a81841eb75b92_B_adding_statistics_py.html
+++ b/coverage/d_a25a81841eb75b92_B_adding_statistics_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_C_study_collocations_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -194,7 +194,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_C_study_collocations_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a25a81841eb75b92_C_study_collocations_py.html b/coverage/d_a25a81841eb75b92_C_study_collocations_py.html
index 0da356af5b..5ee1b1ed1a 100644
--- a/coverage/d_a25a81841eb75b92_C_study_collocations_py.html
+++ b/coverage/d_a25a81841eb75b92_C_study_collocations_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_HookClass_Particles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -196,7 +196,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a25a81841eb75b92_HookClass_Particles_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a25a81841eb75b92_HookClass_Particles_py.html b/coverage/d_a25a81841eb75b92_HookClass_Particles_py.html
index ed052504f3..49a436ba57 100644
--- a/coverage/d_a25a81841eb75b92_HookClass_Particles_py.html
+++ b/coverage/d_a25a81841eb75b92_HookClass_Particles_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -192,7 +192,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html b/coverage/d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html
index 48996bb8a1..6df3004874 100644
--- a/coverage/d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html
+++ b/coverage/d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -157,7 +157,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html b/coverage/d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html
index c5c2f332ad..91fff9ef95 100644
--- a/coverage/d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html
+++ b/coverage/d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a2aef498bf4ac071_C_advection_and_PFASST_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -217,7 +217,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a2aef498bf4ac071_C_advection_and_PFASST_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a2aef498bf4ac071_C_advection_and_PFASST_py.html b/coverage/d_a2aef498bf4ac071_C_advection_and_PFASST_py.html
index f20ee52ce9..752633160b 100644
--- a/coverage/d_a2aef498bf4ac071_C_advection_and_PFASST_py.html
+++ b/coverage/d_a2aef498bf4ac071_C_advection_and_PFASST_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -244,7 +244,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html b/coverage/d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html
index 478c6dee21..03472eb417 100644
--- a/coverage/d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html
+++ b/coverage/d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -150,7 +150,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html b/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html
index 1c00401b4a..d98083b62e 100644
--- a/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html
+++ b/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -278,7 +278,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html b/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html
index 6ee050119d..534ff2f86f 100644
--- a/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html
+++ b/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -166,7 +166,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html b/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html
index 4ad77d1880..0645002adf 100644
--- a/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html
+++ b/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1ee527a4b5236415_A_step_data_structure_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -289,7 +289,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_1ee527a4b5236415_A_step_data_structure_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_Multistep_py.html b/coverage/d_b9c274c7ffe3e178_Multistep_py.html
index 25cdafd923..08cebfe729 100644
--- a/coverage/d_b9c274c7ffe3e178_Multistep_py.html
+++ b/coverage/d_b9c274c7ffe3e178_Multistep_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_Runge_Kutta_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -309,7 +309,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_Runge_Kutta_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html
index 73073548af..e8265906ca 100644
--- a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html
+++ b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_boris_2nd_order_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -301,7 +301,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_boris_2nd_order_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html
index 7887d7ef69..b3fc027b11 100644
--- a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html
+++ b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -1027,7 +1027,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_boris_2nd_order_py.html b/coverage/d_b9c274c7ffe3e178_boris_2nd_order_py.html
index f816483899..034be7242c 100644
--- a/coverage/d_b9c274c7ffe3e178_boris_2nd_order_py.html
+++ b/coverage/d_b9c274c7ffe3e178_boris_2nd_order_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_explicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -404,7 +404,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_explicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_explicit_py.html b/coverage/d_b9c274c7ffe3e178_explicit_py.html
index 374cfac2ef..66517f6efb 100644
--- a/coverage/d_b9c274c7ffe3e178_explicit_py.html
+++ b/coverage/d_b9c274c7ffe3e178_explicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_generic_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -216,7 +216,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_generic_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_generic_implicit_MPI_py.html b/coverage/d_b9c274c7ffe3e178_generic_implicit_MPI_py.html
index 5bcce53691..58e2d523d4 100644
--- a/coverage/d_b9c274c7ffe3e178_generic_implicit_MPI_py.html
+++ b/coverage/d_b9c274c7ffe3e178_generic_implicit_MPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_imex_1st_order_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -337,7 +337,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_imex_1st_order_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_generic_implicit_py.html b/coverage/d_b9c274c7ffe3e178_generic_implicit_py.html
index 3fa2aa36fe..f0206e4a18 100644
--- a/coverage/d_b9c274c7ffe3e178_generic_implicit_py.html
+++ b/coverage/d_b9c274c7ffe3e178_generic_implicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_generic_implicit_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -218,7 +218,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_generic_implicit_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html b/coverage/d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html
index dd355c8429..6336d0cee0 100644
--- a/coverage/d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html
+++ b/coverage/d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_imex_1st_order_mass_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -201,7 +201,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_imex_1st_order_mass_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_imex_1st_order_mass_py.html b/coverage/d_b9c274c7ffe3e178_imex_1st_order_mass_py.html
index 00252d20f3..f4a26fa51f 100644
--- a/coverage/d_b9c274c7ffe3e178_imex_1st_order_mass_py.html
+++ b/coverage/d_b9c274c7ffe3e178_imex_1st_order_mass_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_multi_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -226,7 +226,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_multi_implicit_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_imex_1st_order_py.html b/coverage/d_b9c274c7ffe3e178_imex_1st_order_py.html
index 8254ada6ce..61327d2630 100644
--- a/coverage/d_b9c274c7ffe3e178_imex_1st_order_py.html
+++ b/coverage/d_b9c274c7ffe3e178_imex_1st_order_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -278,7 +278,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_multi_implicit_py.html b/coverage/d_b9c274c7ffe3e178_multi_implicit_py.html
index f8a804dfa4..0beb0bb85b 100644
--- a/coverage/d_b9c274c7ffe3e178_multi_implicit_py.html
+++ b/coverage/d_b9c274c7ffe3e178_multi_implicit_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_verlet_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -246,7 +246,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_b9c274c7ffe3e178_verlet_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_b9c274c7ffe3e178_verlet_py.html b/coverage/d_b9c274c7ffe3e178_verlet_py.html
index 6ee3ed55d1..cb9747fd5b 100644
--- a/coverage/d_b9c274c7ffe3e178_verlet_py.html
+++ b/coverage/d_b9c274c7ffe3e178_verlet_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_BaseTransfer_mass_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -296,7 +296,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_716c1644203275a5_BaseTransfer_mass_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c032a2f084ee6f96_buildFDMatrix_py.html b/coverage/d_c032a2f084ee6f96_buildFDMatrix_py.html
index 073e220dc1..2d9d14ac95 100644
--- a/coverage/d_c032a2f084ee6f96_buildFDMatrix_py.html
+++ b/coverage/d_c032a2f084ee6f96_buildFDMatrix_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c032a2f084ee6f96_buildWave1DMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -291,7 +291,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c032a2f084ee6f96_buildWave1DMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c032a2f084ee6f96_buildWave1DMatrix_py.html b/coverage/d_c032a2f084ee6f96_buildWave1DMatrix_py.html
index 80acfed919..48731abf3a 100644
--- a/coverage/d_c032a2f084ee6f96_buildWave1DMatrix_py.html
+++ b/coverage/d_c032a2f084ee6f96_buildWave1DMatrix_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c032a2f084ee6f96_standard_integrators_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -133,7 +133,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c032a2f084ee6f96_standard_integrators_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c032a2f084ee6f96_standard_integrators_py.html b/coverage/d_c032a2f084ee6f96_standard_integrators_py.html
index 4547e4c48b..ce0779f329 100644
--- a/coverage/d_c032a2f084ee6f96_standard_integrators_py.html
+++ b/coverage/d_c032a2f084ee6f96_standard_integrators_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_build2DFDMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -503,7 +503,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_850829697a149033_build2DFDMatrix_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_adaptive_collocation_py.html b/coverage/d_c28af68f8f845bbd_adaptive_collocation_py.html
index a251300c2a..09759f9a33 100644
--- a/coverage/d_c28af68f8f845bbd_adaptive_collocation_py.html
+++ b/coverage/d_c28af68f8f845bbd_adaptive_collocation_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/adaptive_collocation.py: 98%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/adaptive_collocation.py: 99%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/adaptive_collocation.py</b>:
-            <span class="pc_cov">98%</span>
+            <span class="pc_cov">99%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,9 +54,9 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">81 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">79<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">2<span class="text"> missing</span></button>
+            <span class="text">79 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">78<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">1<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">4<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_adaptivity_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -330,13 +330,8 @@ <h2>
     <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">                <span class="str">"Switching the collocation problems requires solving them to some tolerance that can be reached. Please set attainable `restol` in the level params"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">"step_params"</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">"maxiter"</span><span class="op">,</span> <span class="op">-</span><span class="num">1.0</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">99</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">                <span class="str">"Switching the collocation problems requires solving them exactly, which may require many iterations please set `maxiter` to at least 99 in the step params"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -346,7 +341,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_adaptivity_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_adaptivity_py.html b/coverage/d_c28af68f8f845bbd_adaptivity_py.html
index 8fbafd21a7..d48c2c0858 100644
--- a/coverage/d_c28af68f8f845bbd_adaptivity_py.html
+++ b/coverage/d_c28af68f8f845bbd_adaptivity_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/adaptivity.py: 92%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/adaptivity.py: 94%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/adaptivity.py</b>:
-            <span class="pc_cov">92%</span>
+            <span class="pc_cov">94%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,9 +54,9 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">231 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">212<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">19<span class="text"> missing</span></button>
+            <span class="text">254 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">240<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">14<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">12<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_basic_restarting_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -117,808 +117,866 @@ <h2>
     <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_hook</span><span class="op">(</span><span class="nam">LogStepSize</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t"><span class="str">        Load step size limiters here, if they are desired.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">communicate_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">communicate_convergence</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t"><span class="str">        Load step size limiters here, if they are desired.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">        <span class="nam">step_limiter_keys</span> <span class="op">=</span> <span class="op">[</span><span class="str">'dt_min'</span><span class="op">,</span> <span class="str">'dt_max'</span><span class="op">,</span> <span class="str">'dt_slope_min'</span><span class="op">,</span> <span class="str">'dt_slope_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">        <span class="nam">available_keys</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">step_limiter_keys</span> <span class="key">if</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">__dict__</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">available_keys</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">            <span class="nam">step_limiter_params</span> <span class="op">=</span> <span class="op">{</span><span class="nam">key</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">__dict__</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">available_keys</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">            <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span><span class="nam">StepSizeLimiter</span><span class="op">,</span> <span class="nam">params</span><span class="op">=</span><span class="nam">step_limiter_params</span><span class="op">,</span> <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">        <span class="nam">step_limiter_keys</span> <span class="op">=</span> <span class="op">[</span><span class="str">'dt_min'</span><span class="op">,</span> <span class="str">'dt_max'</span><span class="op">,</span> <span class="str">'dt_slope_min'</span><span class="op">,</span> <span class="str">'dt_slope_max'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">        <span class="nam">available_keys</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">step_limiter_keys</span> <span class="key">if</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">__dict__</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t"><span class="str">        Determine a step size for the next step from an estimate of the local error of the current step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">available_keys</span><span class="op">)</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">            <span class="nam">step_limiter_params</span> <span class="op">=</span> <span class="op">{</span><span class="nam">key</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">__dict__</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span> <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">available_keys</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">            <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span><span class="nam">StepSizeLimiter</span><span class="op">,</span> <span class="nam">params</span><span class="op">=</span><span class="nam">step_limiter_params</span><span class="op">,</span> <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t"><span class="str">        Determine a step size for the next step from an estimate of the local error of the current step.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement a rule for updating the step size!"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">    <span class="key">def</span> <span class="nam">compute_optimal_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">beta</span><span class="op">,</span> <span class="nam">dt</span><span class="op">,</span> <span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t"><span class="str">        Compute the optimal step size for the current step based on the order of the scheme.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t"><span class="str">        This function can be called from `get_new_step_size` for various implementations of adaptivity, but notably not</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t"><span class="str">        all! We require to know the order of the error estimate and if we do adaptivity based on the residual, for</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"><span class="str">        instance, we do not know that and we can't use this function.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="str">            beta (float): Safety factor</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">            dt (float): Current step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"><span class="str">            e_tol (float): The desired tolerance</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">            e_est (float): The estimated local error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">            order (int): The order of the local error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">            float: The optimal step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">        <span class="key">return</span> <span class="nam">beta</span> <span class="op">*</span> <span class="nam">dt</span> <span class="op">*</span> <span class="op">(</span><span class="nam">e_tol</span> <span class="op">/</span> <span class="nam">e_est</span><span class="op">)</span> <span class="op">**</span> <span class="op">(</span><span class="num">1.0</span> <span class="op">/</span> <span class="nam">order</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">        Get the local error estimate for updating the step size.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        It does not have to be an error estimate, but could be the residual or something else.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement a rule for updating the step size!"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">    <span class="key">def</span> <span class="nam">compute_optimal_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">beta</span><span class="op">,</span> <span class="nam">dt</span><span class="op">,</span> <span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t"><span class="str">        Compute the optimal step size for the current step based on the order of the scheme.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="str">        This function can be called from `get_new_step_size` for various implementations of adaptivity, but notably not</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"><span class="str">        all! We require to know the order of the error estimate and if we do adaptivity based on the residual, for</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">        instance, we do not know that and we can't use this function.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"><span class="str">            beta (float): Safety factor</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"><span class="str">            dt (float): Current step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"><span class="str">            e_tol (float): The desired tolerance</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">            e_est (float): The estimated local error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">            order (int): The order of the local error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">            float: The optimal step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">        <span class="key">return</span> <span class="nam">beta</span> <span class="op">*</span> <span class="nam">dt</span> <span class="op">*</span> <span class="op">(</span><span class="nam">e_tol</span> <span class="op">/</span> <span class="nam">e_est</span><span class="op">)</span> <span class="op">**</span> <span class="op">(</span><span class="num">1.0</span> <span class="op">/</span> <span class="nam">order</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">        Get the local error estimate for updating the step size.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        It does not have to be an error estimate, but could be the residual or something else.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t"><span class="str">            float: The error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement a way to get the local error"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">    <span class="key">def</span> <span class="nam">determine_restart</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t"><span class="str">        Check if the step wants to be restarted by comparing the estimate of the local error to a preset tolerance</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t"><span class="str">            float: The error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement a way to get the local error"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">    <span class="key">def</span> <span class="nam">determine_restart</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t"><span class="str">        Check if the step wants to be restarted by comparing the estimate of the local error to a preset tolerance</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">>=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">            <span class="key">if</span> <span class="nam">e_est</span> <span class="op">>=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">                <span class="com"># see if we try to avoid restarts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">                <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'avoid_restarts'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">                    <span class="nam">more_iter_needed</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter_to_convergence</span> <span class="key">for</span> <span class="nam">L</span> <span class="key">in</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">                    <span class="nam">k_final</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">+</span> <span class="nam">more_iter_needed</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">                    <span class="nam">rho</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">contraction_factor</span> <span class="key">for</span> <span class="nam">L</span> <span class="key">in</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">                    <span class="nam">coll_order</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">                    <span class="key">if</span> <span class="nam">rho</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Convergence factor = {rho:.2e} > 1 -> restarting"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">                    <span class="key">elif</span> <span class="nam">k_final</span> <span class="op">></span> <span class="num">2</span> <span class="op">*</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">                            <span class="str">f"{more_iter_needed} more iterations needed for convergence -> restart is more efficient"</span><span class="op">,</span> <span class="nam">S</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">                        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">                    <span class="key">elif</span> <span class="nam">k_final</span> <span class="op">></span> <span class="nam">coll_order</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">                            <span class="str">f"{more_iter_needed} more iterations needed for convergence -> restart because collocation problem would be over resolved"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">                            <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">                        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">                    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">force_continue</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"{more_iter_needed} more iterations needed for convergence -> no restart"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">                <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">                    <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">                    <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Restarting: e={e_est:.2e} >= e_tol={self.params.e_tol:.2e}"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">(</span><span class="nam">AdaptivityBase</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement a way to check if the collocation problem is converged!"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">>=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">            <span class="key">if</span> <span class="nam">e_est</span> <span class="op">>=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">                <span class="com"># see if we try to avoid restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">                <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'avoid_restarts'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">                    <span class="nam">more_iter_needed</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter_to_convergence</span> <span class="key">for</span> <span class="nam">L</span> <span class="key">in</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">                    <span class="nam">k_final</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">+</span> <span class="nam">more_iter_needed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">                    <span class="nam">rho</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">contraction_factor</span> <span class="key">for</span> <span class="nam">L</span> <span class="key">in</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">                    <span class="nam">coll_order</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">                    <span class="key">if</span> <span class="nam">rho</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Convergence factor = {rho:.2e} > 1 -> restarting"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">                    <span class="key">elif</span> <span class="nam">k_final</span> <span class="op">></span> <span class="num">2</span> <span class="op">*</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">                            <span class="str">f"{more_iter_needed} more iterations needed for convergence -> restart is more efficient"</span><span class="op">,</span> <span class="nam">S</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">                        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">                    <span class="key">elif</span> <span class="nam">k_final</span> <span class="op">></span> <span class="nam">coll_order</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">                            <span class="str">f"{more_iter_needed} more iterations needed for convergence -> restart because collocation problem would be over resolved"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">                            <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">                        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">                    <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">                        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">force_continue</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">                        <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"{more_iter_needed} more iterations needed for convergence -> no restart"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">                <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">                    <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">                    <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Restarting: e={e_est:.2e} >= e_tol={self.params.e_tol:.2e}"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t"><span class="str">        Add a default value for control order to the parameters.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t"><span class="str">            params (dict): Parameters for the convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">(</span><span class="nam">AdaptivityBase</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t"><span class="str">        Load interpolation between restarts.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t"><span class="str">            dict: Updated parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">            <span class="str">'restol_rel'</span><span class="op">:</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">            <span class="str">'e_tol_rel'</span><span class="op">:</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">            <span class="str">'restart_at_maxiter'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">            <span class="str">'restol_min'</span><span class="op">:</span> <span class="num">1e-12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">            <span class="str">'restol_max'</span><span class="op">:</span> <span class="num">1e-5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">            <span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'maxiter'</span><span class="op">,</span> <span class="num">99</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_rel'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'restol'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">                <span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_rel'</span><span class="op">]</span> <span class="op">*</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span><span class="op">,</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_min'</span><span class="op">]</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_max'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="key">elif</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol_rel'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol_rel'</span><span class="op">]</span> <span class="op">*</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span><span class="op">,</span> <span class="num">1e-10</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="num">1e-5</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restart_at_maxiter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">            <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'maxiter'</span><span class="op">,</span> <span class="num">99</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">    <span class="key">def</span> <span class="nam">determine_restart</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_convergence</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span> <span class="op">></span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t">                <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t">            <span class="key">elif</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">>=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span> <span class="key">and</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">restart_at_maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t">                <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">                <span class="key">for</span> <span class="nam">L</span> <span class="key">in</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t">                    <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span> <span class="op">/</span> <span class="num">2.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t">                    <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t">                        <span class="str">f'Collocation problem not converged after max. number of iterations, halving step size to {L.status.dt_new:.2e}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">                        <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">                    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t"><span class="key">class</span> <span class="nam">Adaptivity</span><span class="op">(</span><span class="nam">AdaptivityBase</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on embedded error estimate.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t"><span class="str">    We have a version working in non-MPI pipelined SDC, but Adaptivity requires you to know the order of the scheme,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t"><span class="str">    which you can also know for block-Jacobi, but it works differently and it is only implemented for block</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t"><span class="str">    Gauss-Seidel so far.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t"><span class="str">    There is an option to reduce restarts if continued iterations could yield convergence in fewer iterations than</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t"><span class="str">    restarting based on an estimate of the contraction factor.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t"><span class="str">    Since often only one or two more iterations suffice, this can boost efficiency of adaptivity significantly.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t"><span class="str">    Notice that the computed step size is not effected.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t"><span class="str">    Be aware that this does not work when Hot Rod is enabled, since that requires us to know the order of the scheme in</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t"><span class="str">    more detail. Since we reset to the second to last sweep before moving on, we cannot continue to iterate.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t"><span class="str">    Set the reduced restart up by setting a boolean value for "avoid_restarts" in the parameters for the convergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t"><span class="str">    controller.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t"><span class="str">    The behaviour in multi-step SDC is not well studied and it is unclear if anything useful happens there.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t"><span class="str">        Define default parameters here.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t"><span class="str">        Default parameters are:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t"><span class="str">         - control_order (int): The order relative to other convergence controllers</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t"><span class="str">         - beta (float): The safety factor</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">            <span class="str">"embedded_error_flavor"</span><span class="op">:</span> <span class="str">'standard'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">                <span class="nam">InterpolateBetweenRestarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">            <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t">                <span class="nam">InterpolateBetweenRestarts</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">                <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">                <span class="nam">params</span><span class="op">=</span><span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">convergence_controllers</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t">        <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement a way to check if the collocation problem is converged!"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t"><span class="str">        Add a default value for control order to the parameters.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t190" href="#t190">190</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t191" href="#t191">191</a></span><span class="t"><span class="str">            params (dict): Parameters for the convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t192" href="#t192">192</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t193" href="#t193">193</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t194" href="#t194">194</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t195" href="#t195">195</a></span><span class="t"><span class="str">            dict: Updated parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t196" href="#t196">196</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t197" href="#t197">197</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t198" href="#t198">198</a></span><span class="t">            <span class="str">'restol_rel'</span><span class="op">:</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t199" href="#t199">199</a></span><span class="t">            <span class="str">'e_tol_rel'</span><span class="op">:</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t200" href="#t200">200</a></span><span class="t">            <span class="str">'restart_at_maxiter'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t201" href="#t201">201</a></span><span class="t">            <span class="str">'restol_min'</span><span class="op">:</span> <span class="num">1e-12</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t202" href="#t202">202</a></span><span class="t">            <span class="str">'restol_max'</span><span class="op">:</span> <span class="num">1e-5</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t203" href="#t203">203</a></span><span class="t">            <span class="str">'factor_if_not_converged'</span><span class="op">:</span> <span class="num">4.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t204" href="#t204">204</a></span><span class="t">            <span class="str">'residual_max_tol'</span><span class="op">:</span> <span class="num">1e9</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t205" href="#t205">205</a></span><span class="t">            <span class="str">'maxiter'</span><span class="op">:</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'maxiter'</span><span class="op">,</span> <span class="num">99</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t206" href="#t206">206</a></span><span class="t">            <span class="str">'interpolate_between_restarts'</span><span class="op">:</span> <span class="key">True</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t207" href="#t207">207</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t208" href="#t208">208</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t209" href="#t209">209</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_rel'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t210" href="#t210">210</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'restol'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t211" href="#t211">211</a></span><span class="t">                <span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_rel'</span><span class="op">]</span> <span class="op">*</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span><span class="op">,</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_min'</span><span class="op">]</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restol_max'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t212" href="#t212">212</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t213" href="#t213">213</a></span><span class="t">        <span class="key">elif</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol_rel'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t214" href="#t214">214</a></span><span class="t">            <span class="nam">description</span><span class="op">[</span><span class="str">'level_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="op">[</span><span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol_rel'</span><span class="op">]</span> <span class="op">*</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'e_tol'</span><span class="op">]</span><span class="op">,</span> <span class="num">1e-10</span><span class="op">]</span><span class="op">)</span><span class="op">,</span> <span class="num">1e-5</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t215" href="#t215">215</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t216" href="#t216">216</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restart_at_maxiter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t217" href="#t217">217</a></span><span class="t">            <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'maxiter'</span><span class="op">,</span> <span class="num">99</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t218" href="#t218">218</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t219" href="#t219">219</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">res_last_iter</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t220" href="#t220">220</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t221" href="#t221">221</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t222" href="#t222">222</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t223" href="#t223">223</a></span><span class="t">    <span class="key">def</span> <span class="nam">determine_restart</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t224" href="#t224">224</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_convergence</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t225" href="#t225">225</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">res_last_iter</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t226" href="#t226">226</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t227" href="#t227">227</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">restart_at_maxiter</span> <span class="key">and</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="op">></span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">restol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t228" href="#t228">228</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">trigger_restart_upon_nonconvergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t229" href="#t229">229</a></span><span class="t">            <span class="key">elif</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span> <span class="op">></span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t230" href="#t230">230</a></span><span class="t">                <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t231" href="#t231">231</a></span><span class="t">        <span class="key">elif</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">time_size</span> <span class="op">==</span> <span class="num">1</span> <span class="key">and</span> <span class="nam">self</span><span class="op">.</span><span class="nam">res_last_iter</span> <span class="op">&lt;</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="key">and</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">></span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t232" href="#t232">232</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">trigger_restart_upon_nonconvergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t233" href="#t233">233</a></span><span class="t">        <span class="key">elif</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="op">></span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">residual_max_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t234" href="#t234">234</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">trigger_restart_upon_nonconvergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t235" href="#t235">235</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t236" href="#t236">236</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t237" href="#t237">237</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">communicate_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t238" href="#t238">238</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t239" href="#t239">239</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">res_last_iter</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span> <span class="op">*</span> <span class="num">1.0</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t240" href="#t240">240</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t"><span class="str">        Load the embedded error estimator.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="nam">EstimateEmbeddedError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t241" href="#t241">241</a></span><span class="t">    <span class="key">def</span> <span class="nam">trigger_restart_upon_nonconvergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t242" href="#t242">242</a></span><span class="t">        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t243" href="#t243">243</a></span><span class="t">        <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">force_done</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">        <span class="key">for</span> <span class="nam">L</span> <span class="key">in</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span> <span class="op">/</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">factor_if_not_converged</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">                <span class="str">f'Collocation problem not converged. Reducing step size to {L.status.dt_new:.2e}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">                <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">interpolate_between_restarts</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t251" href="#t251">251</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">interpolator</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">skip_interpolation</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t252" href="#t252">252</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t253" href="#t253">253</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">            <span class="nam">EstimateEmbeddedError</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">embedded_error_flavor</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">        <span class="com"># load contraction factor estimator if necessary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'avoid_restarts'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_contraction_factor</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t">                <span class="nam">EstimateContractionFactor</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t">            <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t">            <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span><span class="nam">EstimateContractionFactor</span><span class="op">,</span> <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span> <span class="nam">params</span><span class="op">=</span><span class="nam">params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t"><span class="str">        Check whether parameters are compatible with whatever assumptions went into the step size functions etc.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t"><span class="str">        For adaptivity, we need to know the order of the scheme.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t254" href="#t254">254</a></span><span class="t"><span class="key">class</span> <span class="nam">Adaptivity</span><span class="op">(</span><span class="nam">AdaptivityBase</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t255" href="#t255">255</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t256" href="#t256">256</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on embedded error estimate.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t257" href="#t257">257</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t258" href="#t258">258</a></span><span class="t"><span class="str">    We have a version working in non-MPI pipelined SDC, but Adaptivity requires you to know the order of the scheme,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t259" href="#t259">259</a></span><span class="t"><span class="str">    which you can also know for block-Jacobi, but it works differently and it is only implemented for block</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t260" href="#t260">260</a></span><span class="t"><span class="str">    Gauss-Seidel so far.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t261" href="#t261">261</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t262" href="#t262">262</a></span><span class="t"><span class="str">    There is an option to reduce restarts if continued iterations could yield convergence in fewer iterations than</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t263" href="#t263">263</a></span><span class="t"><span class="str">    restarting based on an estimate of the contraction factor.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t264" href="#t264">264</a></span><span class="t"><span class="str">    Since often only one or two more iterations suffice, this can boost efficiency of adaptivity significantly.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t265" href="#t265">265</a></span><span class="t"><span class="str">    Notice that the computed step size is not effected.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t266" href="#t266">266</a></span><span class="t"><span class="str">    Be aware that this does not work when Hot Rod is enabled, since that requires us to know the order of the scheme in</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t267" href="#t267">267</a></span><span class="t"><span class="str">    more detail. Since we reset to the second to last sweep before moving on, we cannot continue to iterate.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t268" href="#t268">268</a></span><span class="t"><span class="str">    Set the reduced restart up by setting a boolean value for "avoid_restarts" in the parameters for the convergence</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t269" href="#t269">269</a></span><span class="t"><span class="str">    controller.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t270" href="#t270">270</a></span><span class="t"><span class="str">    The behaviour in multi-step SDC is not well studied and it is unclear if anything useful happens there.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t271" href="#t271">271</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t272" href="#t272">272</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t273" href="#t273">273</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t274" href="#t274">274</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t275" href="#t275">275</a></span><span class="t"><span class="str">        Define default parameters here.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t276" href="#t276">276</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t277" href="#t277">277</a></span><span class="t"><span class="str">        Default parameters are:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t278" href="#t278">278</a></span><span class="t"><span class="str">         - control_order (int): The order relative to other convergence controllers</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t279" href="#t279">279</a></span><span class="t"><span class="str">         - beta (float): The safety factor</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t280" href="#t280">280</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">"level_params"</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">"restol"</span><span class="op">,</span> <span class="op">-</span><span class="num">1.0</span><span class="op">)</span> <span class="op">>=</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t">                <span class="str">"Adaptivity needs constant order in time and hence restol in the step parameters has to be \</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t"><span class="str">smaller than 0!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">        <span class="key">if</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">mssdc_jac</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">                <span class="str">"Adaptivity needs the same order on all steps, please activate Gauss-Seidel multistep mode!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t281" href="#t281">281</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t282" href="#t282">282</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t283" href="#t283">283</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t284" href="#t284">284</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t285" href="#t285">285</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t286" href="#t286">286</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t287" href="#t287">287</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t288" href="#t288">288</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t289" href="#t289">289</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t290" href="#t290">290</a></span><span class="t">            <span class="str">"embedded_error_flavor"</span><span class="op">:</span> <span class="str">'standard'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t291" href="#t291">291</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t292" href="#t292">292</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t293" href="#t293">293</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t294" href="#t294">294</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t295" href="#t295">295</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t296" href="#t296">296</a></span><span class="t"><span class="str">        Load the embedded error estimator.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t297" href="#t297">297</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t">        <span class="key">if</span> <span class="str">"e_tol"</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">                <span class="str">"Adaptivity needs a local tolerance! Please pass `e_tol` to the parameters for this convergence controller!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t"><span class="str">        Determine a step size for the next step from an embedded estimate of the local error of the current step.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t298" href="#t298">298</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t299" href="#t299">299</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t300" href="#t300">300</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t301" href="#t301">301</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t302" href="#t302">302</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t303" href="#t303">303</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t304" href="#t304">304</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t305" href="#t305">305</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="nam">EstimateEmbeddedError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t306" href="#t306">306</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t307" href="#t307">307</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t308" href="#t308">308</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t309" href="#t309">309</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t310" href="#t310">310</a></span><span class="t">            <span class="nam">EstimateEmbeddedError</span><span class="op">.</span><span class="nam">get_implementation</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">embedded_error_flavor</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">useMPI</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t311" href="#t311">311</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t312" href="#t312">312</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t313" href="#t313">313</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">        <span class="com"># check if we performed the desired amount of sweeps</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">==</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span>  <span class="com"># embedded error estimate is same order as time marching</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t314" href="#t314">314</a></span><span class="t">        <span class="com"># load contraction factor estimator if necessary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t315" href="#t315">315</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'avoid_restarts'</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t316" href="#t316">316</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_contraction_factor</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t317" href="#t317">317</a></span><span class="t">                <span class="nam">EstimateContractionFactor</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t318" href="#t318">318</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t319" href="#t319">319</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t320" href="#t320">320</a></span><span class="t">            <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'e_tol'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t321" href="#t321">321</a></span><span class="t">            <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span><span class="nam">EstimateContractionFactor</span><span class="op">,</span> <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span> <span class="nam">params</span><span class="op">=</span><span class="nam">params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t322" href="#t322">322</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t323" href="#t323">323</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t"><span class="str">        Get the embedded error estimate of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t324" href="#t324">324</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t325" href="#t325">325</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t326" href="#t326">326</a></span><span class="t"><span class="str">        Check whether parameters are compatible with whatever assumptions went into the step size functions etc.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t327" href="#t327">327</a></span><span class="t"><span class="str">        For adaptivity, we need to know the order of the scheme.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t328" href="#t328">328</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t329" href="#t329">329</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t330" href="#t330">330</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t331" href="#t331">331</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t332" href="#t332">332</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t333" href="#t333">333</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t334" href="#t334">334</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t335" href="#t335">335</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t336" href="#t336">336</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t337" href="#t337">337</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t338" href="#t338">338</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">"level_params"</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">"restol"</span><span class="op">,</span> <span class="op">-</span><span class="num">1.0</span><span class="op">)</span> <span class="op">>=</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t339" href="#t339">339</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t340" href="#t340">340</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t341" href="#t341">341</a></span><span class="t">                <span class="str">"Adaptivity needs constant order in time and hence restol in the step parameters has to be \</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t342" href="#t342">342</a></span><span class="t"><span class="str">smaller than 0!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t343" href="#t343">343</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t344" href="#t344">344</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityRK</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t"><span class="str">    Adaptivity for Runge-Kutta methods. Basically, we need to change the order in the step size update</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t345" href="#t345">345</a></span><span class="t">        <span class="key">if</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">mssdc_jac</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t346" href="#t346">346</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t347" href="#t347">347</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t348" href="#t348">348</a></span><span class="t">                <span class="str">"Adaptivity needs the same order on all steps, please activate Gauss-Seidel multistep mode!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t349" href="#t349">349</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t350" href="#t350">350</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">        <span class="nam">defaults</span><span class="op">[</span><span class="str">'update_order'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'update_order'</span><span class="op">,</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span><span class="op">.</span><span class="nam">get_update_order</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t"><span class="str">        Determine a step size for the next step from an embedded estimate of the local error of the current step.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t">        <span class="com"># check if we performed the desired amount of sweeps</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">==</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">update_order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityResidual</span><span class="op">(</span><span class="nam">AdaptivityBase</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t"><span class="str">    Do adaptivity based on residual.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t"><span class="str">    Since we don't know a correlation between the residual and the error (for nonlinear problems), we employ a simpler</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t"><span class="str">    rule to update the step size. Instead of giving a local tolerance that we try to hit as closely as possible, we set</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t"><span class="str">    two thresholds for the residual. When we exceed the upper one, we reduce the step size by a factor of 2 and if the</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t"><span class="str">    residual falls below the lower threshold, we double the step size.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t"><span class="str">    Please setup these parameters as "e_tol" and "e_tol_low".</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t351" href="#t351">351</a></span><span class="t">        <span class="key">if</span> <span class="str">"e_tol"</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t352" href="#t352">352</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t353" href="#t353">353</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t354" href="#t354">354</a></span><span class="t">                <span class="str">"Adaptivity needs a local tolerance! Please pass `e_tol` to the parameters for this convergence controller!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t355" href="#t355">355</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t356" href="#t356">356</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t357" href="#t357">357</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t358" href="#t358">358</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t359" href="#t359">359</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t360" href="#t360">360</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t361" href="#t361">361</a></span><span class="t"><span class="str">        Determine a step size for the next step from an embedded estimate of the local error of the current step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t362" href="#t362">362</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t363" href="#t363">363</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t364" href="#t364">364</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t365" href="#t365">365</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t366" href="#t366">366</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t367" href="#t367">367</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t368" href="#t368">368</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t369" href="#t369">369</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t370" href="#t370">370</a></span><span class="t">        <span class="com"># check if we performed the desired amount of sweeps</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t371" href="#t371">371</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">==</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t372" href="#t372">372</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t373" href="#t373">373</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t374" href="#t374">374</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t375" href="#t375">375</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span>  <span class="com"># embedded error estimate is same order as time marching</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t376" href="#t376">376</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t377" href="#t377">377</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t378" href="#t378">378</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t379" href="#t379">379</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t380" href="#t380">380</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t381" href="#t381">381</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t382" href="#t382">382</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t383" href="#t383">383</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t384" href="#t384">384</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t385" href="#t385">385</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t386" href="#t386">386</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t387" href="#t387">387</a></span><span class="t"><span class="str">        Get the embedded error estimate of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t388" href="#t388">388</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t389" href="#t389">389</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t390" href="#t390">390</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t391" href="#t391">391</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t392" href="#t392">392</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t"><span class="str">        Define default parameters here.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t"><span class="str">        Default parameters are:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t"><span class="str">         - control_order (int): The order relative to other convergence controllers</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t"><span class="str">         - e_tol_low (float): Lower absolute threshold for the residual</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t"><span class="str">         - e_tol (float): Upper absolute threshold for the residual</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t"><span class="str">         - max_restarts: Override maximum number of restarts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">            <span class="str">"control_order"</span><span class="op">:</span> <span class="op">-</span><span class="num">45</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t">            <span class="str">"e_tol_low"</span><span class="op">:</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t">            <span class="str">"e_tol"</span><span class="op">:</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t">            <span class="str">"max_restarts"</span><span class="op">:</span> <span class="num">99</span> <span class="key">if</span> <span class="str">"e_tol_low"</span> <span class="key">in</span> <span class="nam">params</span> <span class="key">else</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">            <span class="str">"allowed_modifications"</span><span class="op">:</span> <span class="op">[</span><span class="str">'increase'</span><span class="op">,</span> <span class="str">'decrease'</span><span class="op">]</span><span class="op">,</span>  <span class="com"># what we are allowed to do with the step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t"><span class="str">        Change maximum number of allowed restarts here.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t393" href="#t393">393</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t394" href="#t394">394</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t395" href="#t395">395</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t396" href="#t396">396</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t397" href="#t397">397</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t398" href="#t398">398</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t399" href="#t399">399</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityRK</span><span class="op">(</span><span class="nam">Adaptivity</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t400" href="#t400">400</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t401" href="#t401">401</a></span><span class="t"><span class="str">    Adaptivity for Runge-Kutta methods. Basically, we need to change the order in the step size update</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t402" href="#t402">402</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t403" href="#t403">403</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t404" href="#t404">404</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t405" href="#t405">405</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t406" href="#t406">406</a></span><span class="t">        <span class="nam">defaults</span><span class="op">[</span><span class="str">'update_order'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">params</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'update_order'</span><span class="op">,</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_class'</span><span class="op">]</span><span class="op">.</span><span class="nam">get_update_order</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t407" href="#t407">407</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t408" href="#t408">408</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t409" href="#t409">409</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t410" href="#t410">410</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t411" href="#t411">411</a></span><span class="t"><span class="str">        Determine a step size for the next step from an embedded estimate of the local error of the current step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t412" href="#t412">412</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t413" href="#t413">413</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t414" href="#t414">414</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t415" href="#t415">415</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t416" href="#t416">416</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t417" href="#t417">417</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t418" href="#t418">418</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t419" href="#t419">419</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t420" href="#t420">420</a></span><span class="t">        <span class="com"># check if we performed the desired amount of sweeps</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t421" href="#t421">421</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">==</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t422" href="#t422">422</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t423" href="#t423">423</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t"><span class="str">        Reutrns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t424" href="#t424">424</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t425" href="#t425">425</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">update_order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t426" href="#t426">426</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t427" href="#t427">427</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t428" href="#t428">428</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t429" href="#t429">429</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t430" href="#t430">430</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t431" href="#t431">431</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_restarts</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">            <span class="nam">conv_controllers</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">convergence_controllers</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">            <span class="nam">restart_cont</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">conv_controllers</span> <span class="key">if</span> <span class="nam">BasicRestarting</span> <span class="key">in</span> <span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span><span class="op">.</span><span class="nam">__bases__</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">            <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">restart_cont</span><span class="op">)</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement override of maximum number of restarts!"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t432" href="#t432">432</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t433" href="#t433">433</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t434" href="#t434">434</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t435" href="#t435">435</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityResidual</span><span class="op">(</span><span class="nam">AdaptivityBase</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t436" href="#t436">436</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t437" href="#t437">437</a></span><span class="t"><span class="str">    Do adaptivity based on residual.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t438" href="#t438">438</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t">            <span class="nam">restart_cont</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_restarts</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_restarts</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t"><span class="str">        Check whether parameters are compatible with whatever assumptions went into the step size functions etc.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t439" href="#t439">439</a></span><span class="t"><span class="str">    Since we don't know a correlation between the residual and the error (for nonlinear problems), we employ a simpler</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t440" href="#t440">440</a></span><span class="t"><span class="str">    rule to update the step size. Instead of giving a local tolerance that we try to hit as closely as possible, we set</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t441" href="#t441">441</a></span><span class="t"><span class="str">    two thresholds for the residual. When we exceed the upper one, we reduce the step size by a factor of 2 and if the</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t442" href="#t442">442</a></span><span class="t"><span class="str">    residual falls below the lower threshold, we double the step size.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t443" href="#t443">443</a></span><span class="t"><span class="str">    Please setup these parameters as "e_tol" and "e_tol_low".</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t444" href="#t444">444</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t445" href="#t445">445</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t">        <span class="key">if</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">mssdc_jac</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t">                <span class="str">"Adaptivity needs the same order on all steps, please activate Gauss-Seidel multistep mode!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t"><span class="str">        Determine a step size for the next step.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t"><span class="str">        If we exceed the absolute tolerance of the residual in either direction, we either double or halve the step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t"><span class="str">        size.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">        <span class="com"># check if we performed the desired amount of sweeps</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">==</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t">            <span class="nam">res</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t446" href="#t446">446</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t447" href="#t447">447</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t448" href="#t448">448</a></span><span class="t"><span class="str">        Define default parameters here.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t449" href="#t449">449</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t450" href="#t450">450</a></span><span class="t"><span class="str">        Default parameters are:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t451" href="#t451">451</a></span><span class="t"><span class="str">         - control_order (int): The order relative to other convergence controllers</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t452" href="#t452">452</a></span><span class="t"><span class="str">         - e_tol_low (float): Lower absolute threshold for the residual</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t453" href="#t453">453</a></span><span class="t"><span class="str">         - e_tol (float): Upper absolute threshold for the residual</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t454" href="#t454">454</a></span><span class="t"><span class="str">         - use_restol (bool): Restart if the residual tolerance was not reached</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t455" href="#t455">455</a></span><span class="t"><span class="str">         - max_restarts: Override maximum number of restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t456" href="#t456">456</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t457" href="#t457">457</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t458" href="#t458">458</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t459" href="#t459">459</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t460" href="#t460">460</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t461" href="#t461">461</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t462" href="#t462">462</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t463" href="#t463">463</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t464" href="#t464">464</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t465" href="#t465">465</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t466" href="#t466">466</a></span><span class="t">            <span class="str">"control_order"</span><span class="op">:</span> <span class="op">-</span><span class="num">45</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t467" href="#t467">467</a></span><span class="t">            <span class="str">"e_tol_low"</span><span class="op">:</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t468" href="#t468">468</a></span><span class="t">            <span class="str">"e_tol"</span><span class="op">:</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t469" href="#t469">469</a></span><span class="t">            <span class="str">"use_restol"</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t470" href="#t470">470</a></span><span class="t">            <span class="str">"max_restarts"</span><span class="op">:</span> <span class="num">99</span> <span class="key">if</span> <span class="str">"e_tol_low"</span> <span class="key">in</span> <span class="nam">params</span> <span class="key">else</span> <span class="key">None</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t471" href="#t471">471</a></span><span class="t">            <span class="str">"allowed_modifications"</span><span class="op">:</span> <span class="op">[</span><span class="str">'increase'</span><span class="op">,</span> <span class="str">'decrease'</span><span class="op">]</span><span class="op">,</span>  <span class="com"># what we are allowed to do with the step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t472" href="#t472">472</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t473" href="#t473">473</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t474" href="#t474">474</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t475" href="#t475">475</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t476" href="#t476">476</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t477" href="#t477">477</a></span><span class="t"><span class="str">        Change maximum number of allowed restarts here.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t478" href="#t478">478</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t479" href="#t479">479</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t480" href="#t480">480</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t481" href="#t481">481</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t">            <span class="nam">dt_planned</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t">            <span class="key">if</span> <span class="nam">res</span> <span class="op">></span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span> <span class="key">and</span> <span class="str">'decrease'</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">allowed_modifications</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="op">[</span><span class="nam">dt_planned</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">            <span class="key">elif</span> <span class="nam">res</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol_low</span> <span class="key">and</span> <span class="str">'increase'</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">allowed_modifications</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">dt_planned</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span> <span class="op">*</span> <span class="num">2.0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t482" href="#t482">482</a></span><span class="t"><span class="str">        Reutrns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t483" href="#t483">483</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t484" href="#t484">484</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t485" href="#t485">485</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">basic_restarting</span> <span class="key">import</span> <span class="nam">BasicRestarting</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t486" href="#t486">486</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t487" href="#t487">487</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_restarts</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t488" href="#t488">488</a></span><span class="t">            <span class="nam">conv_controllers</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">convergence_controllers</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t489" href="#t489">489</a></span><span class="t">            <span class="nam">restart_cont</span> <span class="op">=</span> <span class="op">[</span><span class="nam">me</span> <span class="key">for</span> <span class="nam">me</span> <span class="key">in</span> <span class="nam">conv_controllers</span> <span class="key">if</span> <span class="nam">BasicRestarting</span> <span class="key">in</span> <span class="nam">type</span><span class="op">(</span><span class="nam">me</span><span class="op">)</span><span class="op">.</span><span class="nam">__bases__</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t490" href="#t490">490</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t"><span class="str">        Get the residual of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t491" href="#t491">491</a></span><span class="t">            <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">restart_cont</span><span class="op">)</span> <span class="op">==</span> <span class="num">0</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t492" href="#t492">492</a></span><span class="t">                <span class="key">raise</span> <span class="nam">NotImplementedError</span><span class="op">(</span><span class="str">"Please implement override of maximum number of restarts!"</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t493" href="#t493">493</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t494" href="#t494">494</a></span><span class="t">            <span class="nam">restart_cont</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_restarts</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_restarts</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t495" href="#t495">495</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t"><span class="str">        Check whether parameters are compatible with whatever assumptions went into the step size functions etc.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t503" href="#t503">503</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t504" href="#t504">504</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t505" href="#t505">505</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocation</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t"><span class="str">    Control the step size via a collocation based estimate of the local error.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t"><span class="str">    The error estimate works by subtracting two solutions to collocation problems with different order. You can</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t"><span class="str">    interpolate between collocation methods as much as you want but the adaptive step size selection will always be</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t"><span class="str">    based on the last switch of quadrature.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t"><span class="str">        Add a default value for control order to the parameters.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t"><span class="str">            params (dict): Parameters for the convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t506" href="#t506">506</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t507" href="#t507">507</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t508" href="#t508">508</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t509" href="#t509">509</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t510" href="#t510">510</a></span><span class="t">        <span class="key">if</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">mssdc_jac</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t511" href="#t511">511</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t512" href="#t512">512</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t513" href="#t513">513</a></span><span class="t">                <span class="str">"Adaptivity needs the same order on all steps, please activate Gauss-Seidel multistep mode!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t514" href="#t514">514</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t515" href="#t515">515</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t516" href="#t516">516</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t517" href="#t517">517</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t518" href="#t518">518</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t519" href="#t519">519</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t"><span class="str">        Determine a step size for the next step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t"><span class="str">        If we exceed the absolute tolerance of the residual in either direction, we either double or halve the step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t"><span class="str">        size.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t"><span class="str">            dict: Updated parameters</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t">            <span class="str">"adaptive_coll_params"</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t">            <span class="str">"num_colls"</span><span class="op">:</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">            <span class="str">"control_order"</span><span class="op">:</span> <span class="num">220</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">        <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'adaptive_coll_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">            <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'adaptive_coll_params'</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span> <span class="op">==</span> <span class="nam">list</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">                <span class="nam">defaults</span><span class="op">[</span><span class="str">'num_colls'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'num_colls'</span><span class="op">]</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'adaptive_coll_params'</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restart_at_maxiter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">            <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'maxiter'</span><span class="op">,</span> <span class="num">99</span><span class="op">)</span> <span class="op">*</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'num_colls'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span> <span class="op">=</span> <span class="nam">Status</span><span class="op">(</span><span class="op">[</span><span class="str">'error'</span><span class="op">,</span> <span class="str">'order'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t527" href="#t527">527</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t528" href="#t528">528</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t529" href="#t529">529</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t530" href="#t530">530</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t531" href="#t531">531</a></span><span class="t">        <span class="com"># check if we performed the desired amount of sweeps</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t532" href="#t532">532</a></span><span class="t">        <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">iter</span> <span class="op">==</span> <span class="nam">S</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">maxiter</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t533" href="#t533">533</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t534" href="#t534">534</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t535" href="#t535">535</a></span><span class="t">            <span class="nam">res</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t536" href="#t536">536</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t537" href="#t537">537</a></span><span class="t">            <span class="nam">dt_planned</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t538" href="#t538">538</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t539" href="#t539">539</a></span><span class="t">            <span class="key">if</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t540" href="#t540">540</a></span><span class="t">                <span class="nam">res</span> <span class="op">></span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span> <span class="key">or</span> <span class="op">(</span><span class="nam">res</span> <span class="op">></span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">restol</span> <span class="key">and</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">use_restol</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t541" href="#t541">541</a></span><span class="t">            <span class="op">)</span> <span class="key">and</span> <span class="str">'decrease'</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">allowed_modifications</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">min</span><span class="op">(</span><span class="op">[</span><span class="nam">dt_planned</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span> <span class="op">/</span> <span class="num">2.0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">            <span class="key">elif</span> <span class="nam">res</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol_low</span> <span class="key">and</span> <span class="str">'increase'</span> <span class="key">in</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">allowed_modifications</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">dt_planned</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span> <span class="op">*</span> <span class="num">2.0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">    <span class="key">def</span> <span class="nam">reset_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">setup_status_variables</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t"><span class="str">        Load the `EstimateEmbeddedErrorCollocation` convergence controller to estimate the local error by switching</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t"><span class="str">        between collocation problems between iterations.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">            <span class="nam">EstimateEmbeddedErrorCollocation</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t549" href="#t549">549</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t550" href="#t550">550</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t551" href="#t551">551</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t"><span class="str">        Get the residual of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">residual</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t">        <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'adaptive_coll_params'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">adaptive_coll_params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t">            <span class="nam">EstimateEmbeddedErrorCollocation</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t">        <span class="key">return</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">)</span> <span class="op">==</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">num_colls</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityCollocation</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t565" href="#t565">565</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t566" href="#t566">566</a></span><span class="t"><span class="str">    Control the step size via a collocation based estimate of the local error.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t567" href="#t567">567</a></span><span class="t"><span class="str">    The error estimate works by subtracting two solutions to collocation problems with different order. You can</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t568" href="#t568">568</a></span><span class="t"><span class="str">    interpolate between collocation methods as much as you want but the adaptive step size selection will always be</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t569" href="#t569">569</a></span><span class="t"><span class="str">    based on the last switch of quadrature.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t570" href="#t570">570</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t571" href="#t571">571</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t572" href="#t572">572</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t573" href="#t573">573</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t574" href="#t574">574</a></span><span class="t"><span class="str">        Add a default value for control order to the parameters.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t575" href="#t575">575</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t"><span class="str">        Get the collocation based embedded error estimate.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span><span class="op">)</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">            <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">            <span class="key">return</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_iteration_processing</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t"><span class="str">        Get the error estimate and its order if available.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t">        <span class="key">if</span> <span class="nam">step</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">done</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t">            <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate_collocation</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">order</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t576" href="#t576">576</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t577" href="#t577">577</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t578" href="#t578">578</a></span><span class="t"><span class="str">            params (dict): Parameters for the convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t579" href="#t579">579</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t580" href="#t580">580</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t581" href="#t581">581</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t582" href="#t582">582</a></span><span class="t"><span class="str">            dict: Updated parameters</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t583" href="#t583">583</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t584" href="#t584">584</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t585" href="#t585">585</a></span><span class="t">            <span class="str">"adaptive_coll_params"</span><span class="op">:</span> <span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t586" href="#t586">586</a></span><span class="t">            <span class="str">"num_colls"</span><span class="op">:</span> <span class="num">0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t587" href="#t587">587</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t588" href="#t588">588</a></span><span class="t">            <span class="str">"control_order"</span><span class="op">:</span> <span class="num">220</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t589" href="#t589">589</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t590" href="#t590">590</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t591" href="#t591">591</a></span><span class="t">        <span class="key">for</span> <span class="nam">key</span> <span class="key">in</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'adaptive_coll_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t592" href="#t592">592</a></span><span class="t">            <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'adaptive_coll_params'</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span> <span class="op">==</span> <span class="nam">list</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t593" href="#t593">593</a></span><span class="t">                <span class="nam">defaults</span><span class="op">[</span><span class="str">'num_colls'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">max</span><span class="op">(</span><span class="op">[</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'num_colls'</span><span class="op">]</span><span class="op">,</span> <span class="nam">len</span><span class="op">(</span><span class="nam">defaults</span><span class="op">[</span><span class="str">'adaptive_coll_params'</span><span class="op">]</span><span class="op">[</span><span class="nam">key</span><span class="op">]</span><span class="op">)</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t594" href="#t594">594</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t595" href="#t595">595</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'restart_at_maxiter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t596" href="#t596">596</a></span><span class="t">            <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'step_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'maxiter'</span><span class="op">,</span> <span class="num">99</span><span class="op">)</span> <span class="op">*</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'num_colls'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t597" href="#t597">597</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t598" href="#t598">598</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t599" href="#t599">599</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t600" href="#t600">600</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t601" href="#t601">601</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span> <span class="op">=</span> <span class="nam">Status</span><span class="op">(</span><span class="op">[</span><span class="str">'error'</span><span class="op">,</span> <span class="str">'order'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t602" href="#t602">602</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t603" href="#t603">603</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span> <span class="op">=</span> <span class="op">[</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t604" href="#t604">604</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">)</span> <span class="op">==</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">num_colls</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">            <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t">                <span class="nam">min</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">[</span><span class="op">-</span><span class="num">2</span><span class="op">:</span><span class="op">:</span><span class="op">]</span><span class="op">)</span> <span class="op">+</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">            <span class="op">)</span>  <span class="com"># local order of less accurate of the last two collocation problems</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {lvl.params.dt:.2e} to {lvl.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">    <span class="key">def</span> <span class="nam">determine_restart</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t"><span class="str">        Check if the step wants to be restarted by comparing the estimate of the local error to a preset tolerance</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">)</span> <span class="op">==</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">num_colls</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">            <span class="key">if</span> <span class="nam">e_est</span> <span class="op">>=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">                <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Restarting: e={e_est:.2e} >= e_tol={self.params.e_tol:.2e}"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t605" href="#t605">605</a></span><span class="t">    <span class="key">def</span> <span class="nam">reset_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t606" href="#t606">606</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">setup_status_variables</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t607" href="#t607">607</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t608" href="#t608">608</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t609" href="#t609">609</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t610" href="#t610">610</a></span><span class="t"><span class="str">        Load the `EstimateEmbeddedErrorCollocation` convergence controller to estimate the local error by switching</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t611" href="#t611">611</a></span><span class="t"><span class="str">        between collocation problems between iterations.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t612" href="#t612">612</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t613" href="#t613">613</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t614" href="#t614">614</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t615" href="#t615">615</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t616" href="#t616">616</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t617" href="#t617">617</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_embedded_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t618" href="#t618">618</a></span><span class="t">            <span class="nam">EstimateEmbeddedErrorCollocation</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t619" href="#t619">619</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t620" href="#t620">620</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t621" href="#t621">621</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t622" href="#t622">622</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t623" href="#t623">623</a></span><span class="t">        <span class="nam">params</span> <span class="op">=</span> <span class="op">{</span><span class="str">'adaptive_coll_params'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">adaptive_coll_params</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t624" href="#t624">624</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t625" href="#t625">625</a></span><span class="t">            <span class="nam">EstimateEmbeddedErrorCollocation</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t626" href="#t626">626</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t627" href="#t627">627</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t628" href="#t628">628</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t629" href="#t629">629</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t630" href="#t630">630</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t631" href="#t631">631</a></span><span class="t">        <span class="key">return</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">)</span> <span class="op">==</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">num_colls</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t632" href="#t632">632</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t633" href="#t633">633</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t634" href="#t634">634</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t635" href="#t635">635</a></span><span class="t"><span class="str">        Get the collocation based embedded error estimate.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t636" href="#t636">636</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t"><span class="str">        Check whether parameters are compatible with whatever assumptions went into the step size functions etc.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t"><span class="str">        For adaptivity, we need to know the order of the scheme.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t">        <span class="key">if</span> <span class="str">"e_tol"</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t">                <span class="str">"Adaptivity needs a local tolerance! Please pass `e_tol` to the parameters for this convergence controller!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityExtrapolationWithinQ</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on error estimate obtained from extrapolation within the quadrature</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t"><span class="str">    nodes.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t"><span class="str">    This error estimate depends on solving the collocation problem exactly, so make sure you set a sufficient stopping criterion.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t">            <span class="str">'high_Taylor_order'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">            <span class="op">**</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">check_convergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t"><span class="str">        Load the error estimator.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_extrapolation_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">            <span class="nam">EstimateExtrapolationErrorWithinQ</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t637" href="#t637">637</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t638" href="#t638">638</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t639" href="#t639">639</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t640" href="#t640">640</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t641" href="#t641">641</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t642" href="#t642">642</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t643" href="#t643">643</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t644" href="#t644">644</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span><span class="op">)</span> <span class="op">></span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t645" href="#t645">645</a></span><span class="t">            <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span><span class="op">[</span><span class="op">-</span><span class="num">1</span><span class="op">]</span><span class="op">[</span><span class="num">1</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t646" href="#t646">646</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t647" href="#t647">647</a></span><span class="t">            <span class="key">return</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t648" href="#t648">648</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t649" href="#t649">649</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_iteration_processing</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">step</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t650" href="#t650">650</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t651" href="#t651">651</a></span><span class="t"><span class="str">        Get the error estimate and its order if available.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t652" href="#t652">652</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t653" href="#t653">653</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t654" href="#t654">654</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t655" href="#t655">655</a></span><span class="t"><span class="str">            step (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t656" href="#t656">656</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t657" href="#t657">657</a></span><span class="t">        <span class="key">if</span> <span class="nam">step</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">done</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t658" href="#t658">658</a></span><span class="t">            <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t659" href="#t659">659</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate_collocation</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t660" href="#t660">660</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span> <span class="op">+=</span> <span class="op">[</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">order</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t661" href="#t661">661</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t662" href="#t662">662</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t663" href="#t663">663</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">)</span> <span class="op">==</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">num_colls</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t664" href="#t664">664</a></span><span class="t">            <span class="nam">lvl</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t665" href="#t665">665</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t666" href="#t666">666</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t667" href="#t667">667</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t668" href="#t668">668</a></span><span class="t">                <span class="nam">min</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">[</span><span class="op">-</span><span class="num">2</span><span class="op">:</span><span class="op">:</span><span class="op">]</span><span class="op">)</span> <span class="op">+</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t669" href="#t669">669</a></span><span class="t">            <span class="op">)</span>  <span class="com"># local order of less accurate of the last two collocation problems</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t670" href="#t670">670</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t671" href="#t671">671</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t672" href="#t672">672</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t673" href="#t673">673</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t674" href="#t674">674</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t675" href="#t675">675</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {lvl.params.dt:.2e} to {lvl.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t676" href="#t676">676</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t677" href="#t677">677</a></span><span class="t">    <span class="key">def</span> <span class="nam">determine_restart</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t678" href="#t678">678</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t679" href="#t679">679</a></span><span class="t"><span class="str">        Check if the step wants to be restarted by comparing the estimate of the local error to a preset tolerance</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t680" href="#t680">680</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t681" href="#t681">681</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t682" href="#t682">682</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t683" href="#t683">683</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t684" href="#t684">684</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t685" href="#t685">685</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t686" href="#t686">686</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t687" href="#t687">687</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t688" href="#t688">688</a></span><span class="t">        <span class="key">if</span> <span class="nam">len</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order</span><span class="op">)</span> <span class="op">==</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">num_colls</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t689" href="#t689">689</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t690" href="#t690">690</a></span><span class="t">            <span class="key">if</span> <span class="nam">e_est</span> <span class="op">>=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t691" href="#t691">691</a></span><span class="t">                <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">restart</span> <span class="op">=</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t692" href="#t692">692</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f"Restarting: e={e_est:.2e} >= e_tol={self.params.e_tol:.2e}"</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t693" href="#t693">693</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t694" href="#t694">694</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t695" href="#t695">695</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t696" href="#t696">696</a></span><span class="t"><span class="str">        Check whether parameters are compatible with whatever assumptions went into the step size functions etc.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t697" href="#t697">697</a></span><span class="t"><span class="str">        For adaptivity, we need to know the order of the scheme.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t698" href="#t698">698</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t">            <span class="nam">EstimateExtrapolationErrorWithinQ</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="op">{</span><span class="str">'high_Taylor_order'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">high_Taylor_order</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t"><span class="str">        Determine a step size for the next step from the error estimate.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t699" href="#t699">699</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t700" href="#t700">700</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t701" href="#t701">701</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t702" href="#t702">702</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t703" href="#t703">703</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t704" href="#t704">704</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t705" href="#t705">705</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t706" href="#t706">706</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t707" href="#t707">707</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t708" href="#t708">708</a></span><span class="t">        <span class="key">if</span> <span class="str">"e_tol"</span> <span class="key">not</span> <span class="key">in</span> <span class="nam">params</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t709" href="#t709">709</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t710" href="#t710">710</a></span><span class="t">                <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t711" href="#t711">711</a></span><span class="t">                <span class="str">"Adaptivity needs a local tolerance! Please pass `e_tol` to the parameters for this convergence controller!"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t712" href="#t712">712</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t713" href="#t713">713</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_convergence</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">high_Taylor_order</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t714" href="#t714">714</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t715" href="#t715">715</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t716" href="#t716">716</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t717" href="#t717">717</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityExtrapolationWithinQ</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t718" href="#t718">718</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t719" href="#t719">719</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on error estimate obtained from extrapolation within the quadrature</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t720" href="#t720">720</a></span><span class="t"><span class="str">    nodes.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t721" href="#t721">721</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t722" href="#t722">722</a></span><span class="t"><span class="str">    This error estimate depends on solving the collocation problem exactly, so make sure you set a sufficient stopping criterion.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t723" href="#t723">723</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t724" href="#t724">724</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t725" href="#t725">725</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t726" href="#t726">726</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t727" href="#t727">727</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t">                <span class="str">f'Error target: {self.params.e_tol:.2e}, error estimate: {e_est:.2e}, update_order: {order}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">                <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t">                <span class="nam">level</span><span class="op">=</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t"><span class="str">        Get the embedded error estimate of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_extrapolation_estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on error estimate obtained from interpolation within the quadrature</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t"><span class="str">    nodes.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t728" href="#t728">728</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t729" href="#t729">729</a></span><span class="t">            <span class="str">'high_Taylor_order'</span><span class="op">:</span> <span class="key">False</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t730" href="#t730">730</a></span><span class="t">            <span class="op">**</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t731" href="#t731">731</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t732" href="#t732">732</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t733" href="#t733">733</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">check_convergence</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t734" href="#t734">734</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t735" href="#t735">735</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t736" href="#t736">736</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t737" href="#t737">737</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t738" href="#t738">738</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t739" href="#t739">739</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t740" href="#t740">740</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t741" href="#t741">741</a></span><span class="t"><span class="str">        Load the error estimator.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t742" href="#t742">742</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t743" href="#t743">743</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t744" href="#t744">744</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t745" href="#t745">745</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t746" href="#t746">746</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t747" href="#t747">747</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_extrapolation_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t">            <span class="nam">EstimateExtrapolationErrorWithinQ</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t752" href="#t752">752</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t754" href="#t754">754</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t755" href="#t755">755</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t"><span class="str">    This error estimate depends on solving the collocation problem exactly, so make sure you set a sufficient stopping criterion.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t">            <span class="str">'control_order'</span><span class="op">:</span> <span class="op">-</span><span class="num">50</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t">            <span class="op">**</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t756" href="#t756">756</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t757" href="#t757">757</a></span><span class="t">            <span class="nam">EstimateExtrapolationErrorWithinQ</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t758" href="#t758">758</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t759" href="#t759">759</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="op">{</span><span class="str">'high_Taylor_order'</span><span class="op">:</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">high_Taylor_order</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t760" href="#t760">760</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t761" href="#t761">761</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t762" href="#t762">762</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t763" href="#t763">763</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t764" href="#t764">764</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t765" href="#t765">765</a></span><span class="t"><span class="str">        Determine a step size for the next step from the error estimate.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t766" href="#t766">766</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">check_convergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t"><span class="str">        Load the error estimator.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t767" href="#t767">767</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t768" href="#t768">768</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t769" href="#t769">769</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t770" href="#t770">770</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t771" href="#t771">771</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t772" href="#t772">772</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t773" href="#t773">773</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t774" href="#t774">774</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_convergence</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t775" href="#t775">775</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t776" href="#t776">776</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_polynomial_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t">            <span class="nam">EstimatePolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">            <span class="nam">EstimatePolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t"><span class="str">        Determine a step size for the next step from the error estimate.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_convergence</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t777" href="#t777">777</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t778" href="#t778">778</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">high_Taylor_order</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t779" href="#t779">779</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t780" href="#t780">780</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t782" href="#t782">782</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t783" href="#t783">783</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t786" href="#t786">786</a></span><span class="t">                <span class="str">f'Error target: {self.params.e_tol:.2e}, error estimate: {e_est:.2e}, update_order: {order}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t787" href="#t787">787</a></span><span class="t">                <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">                <span class="nam">level</span><span class="op">=</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t794" href="#t794">794</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t795" href="#t795">795</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t796" href="#t796">796</a></span><span class="t"><span class="str">        Get the embedded error estimate of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t797" href="#t797">797</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t798" href="#t798">798</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t799" href="#t799">799</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t800" href="#t800">800</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t801" href="#t801">801</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_extrapolation_estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on error estimate obtained from interpolation within the quadrature</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t"><span class="str">    nodes.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t"><span class="str">    This error estimate depends on solving the collocation problem exactly, so make sure you set a sufficient stopping criterion.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">                <span class="str">f'Error target: {self.params.e_tol:.2e}, error estimate: {e_est:.2e}, update_order: {order}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">                <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">                <span class="nam">level</span><span class="op">=</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">            <span class="str">'control_order'</span><span class="op">:</span> <span class="op">-</span><span class="num">50</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">            <span class="op">**</span><span class="nam">params</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">check_convergence</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t"><span class="str">        Get the embedded error estimate of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_convergence</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">        <span class="key">return</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t"><span class="str">        Load the error estimator.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_polynomial_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">            <span class="nam">EstimatePolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">            <span class="nam">EstimatePolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_new_step_size</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t"><span class="str">        Determine a step size for the next step from the error estimate.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_convergence</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t870" href="#t870">870</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t871" href="#t871">871</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t873" href="#t873">873</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t874" href="#t874">874</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">beta</span><span class="op">,</span> <span class="nam">L</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">dt</span><span class="op">,</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">e_tol</span><span class="op">,</span> <span class="nam">e_est</span><span class="op">,</span> <span class="nam">order</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">                <span class="str">f'Error target: {self.params.e_tol:.2e}, error estimate: {e_est:.2e}, update_order: {order}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">                <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t">                <span class="nam">level</span><span class="op">=</span><span class="num">10</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">log</span><span class="op">(</span><span class="str">f'Adjusting step size from {L.params.dt:.2e} to {L.status.dt_new:.2e}'</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t">        <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t"><span class="str">        Get the embedded error estimate of the finest level of the step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t"><span class="str">            S (pySDC.Step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t"><span class="str">            float: Embedded error estimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -928,7 +986,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_basic_restarting_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_basic_restarting_py.html b/coverage/d_c28af68f8f845bbd_basic_restarting_py.html
index fb0dba5d45..60e2974711 100644
--- a/coverage/d_c28af68f8f845bbd_basic_restarting_py.html
+++ b/coverage/d_c28af68f8f845bbd_basic_restarting_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_check_convergence_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -431,7 +431,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_check_convergence_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_check_convergence_py.html b/coverage/d_c28af68f8f845bbd_check_convergence_py.html
index 13e5d873e2..d2562b10d7 100644
--- a/coverage/d_c28af68f8f845bbd_check_convergence_py.html
+++ b/coverage/d_c28af68f8f845bbd_check_convergence_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/check_convergence.py: 84%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/check_convergence.py: 86%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/check_convergence.py</b>:
-            <span class="pc_cov">84%</span>
+            <span class="pc_cov">86%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">57 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">48<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">9<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">49<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">8<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">1<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_check_iteration_estimator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -225,7 +225,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">            <span class="com"># check if an open request of the status send is pending</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">            <span class="nam">controller</span><span class="op">.</span><span class="nam">wait_with_interrupt</span><span class="op">(</span><span class="nam">request</span><span class="op">=</span><span class="nam">controller</span><span class="op">.</span><span class="nam">req_status</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">            <span class="key">if</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">force_done</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">                <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">                <span class="key">return</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">            <span class="com"># recv status</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">            <span class="key">if</span> <span class="key">not</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">first</span> <span class="key">and</span> <span class="key">not</span> <span class="nam">S</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">prev_done</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
@@ -251,7 +251,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_check_iteration_estimator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html b/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html
index 2dd98dc884..63c13cd3b5 100644
--- a/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html
+++ b/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_crash_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -225,7 +225,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_crash_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_crash_py.html b/coverage/d_c28af68f8f845bbd_crash_py.html
index 7254e5fea6..5945c9fdeb 100644
--- a/coverage/d_c28af68f8f845bbd_crash_py.html
+++ b/coverage/d_c28af68f8f845bbd_crash_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/crash.py: 86%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/crash.py: 98%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/crash.py</b>:
-            <span class="pc_cov">86%</span>
+            <span class="pc_cov">98%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">44 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">38<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">6<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">43<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">1<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">4<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_contraction_factor_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -201,14 +201,14 @@ <h2>
     <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">            <span class="str">"control_order"</span><span class="op">:</span> <span class="num">94</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">            <span class="str">"max_runtime"</span><span class="op">:</span> <span class="nam">np</span><span class="op">.</span><span class="nam">inf</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">t0</span> <span class="op">=</span> <span class="nam">time</span><span class="op">.</span><span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">t0</span> <span class="op">=</span> <span class="nam">time</span><span class="op">.</span><span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">    <span class="key">def</span> <span class="nam">prepare_next_block</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">*</span><span class="nam">args</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
@@ -222,7 +222,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t"><span class="str">        Raises:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t"><span class="str">            ConvergenceError: If the solution does not fall within the allowed space</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">communicate_crash</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">communicate_crash</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">            <span class="nam">crash</span><span class="op">=</span><span class="nam">abs</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">t0</span> <span class="op">-</span> <span class="nam">time</span><span class="op">.</span><span class="nam">perf_counter</span><span class="op">(</span><span class="op">)</span><span class="op">)</span> <span class="op">></span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">max_runtime</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">            <span class="nam">msg</span><span class="op">=</span><span class="str">f'Exceeding max. runtime of {self.params.max_runtime}s! Crashing code at {S.time}!'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">            <span class="op">**</span><span class="nam">kwargs</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
@@ -236,7 +236,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_contraction_factor_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_estimate_contraction_factor_py.html b/coverage/d_c28af68f8f845bbd_estimate_contraction_factor_py.html
index 61682bbf0a..08f54bd440 100644
--- a/coverage/d_c28af68f8f845bbd_estimate_contraction_factor_py.html
+++ b/coverage/d_c28af68f8f845bbd_estimate_contraction_factor_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_embedded_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -208,7 +208,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_embedded_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_estimate_embedded_error_py.html b/coverage/d_c28af68f8f845bbd_estimate_embedded_error_py.html
index 4a13582b01..6df5650cc4 100644
--- a/coverage/d_c28af68f8f845bbd_estimate_embedded_error_py.html
+++ b/coverage/d_c28af68f8f845bbd_estimate_embedded_error_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_extrapolation_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -465,7 +465,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_extrapolation_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_estimate_extrapolation_error_py.html b/coverage/d_c28af68f8f845bbd_estimate_extrapolation_error_py.html
index f4ca6c733e..586f73cbf2 100644
--- a/coverage/d_c28af68f8f845bbd_estimate_extrapolation_error_py.html
+++ b/coverage/d_c28af68f8f845bbd_estimate_extrapolation_error_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/estimate_extrapolation_error.py: 97%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/estimate_extrapolation_error.py: 98%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/estimate_extrapolation_error.py</b>:
-            <span class="pc_cov">97%</span>
+            <span class="pc_cov">98%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">167 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">162<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">5<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">163<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">4<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">8<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_polynomial_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -578,7 +578,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t496" href="#t496">496</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t497" href="#t497">497</a></span><span class="t">        <span class="com"># compute the extrapolated solution</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t498" href="#t498">498</a></span><span class="t">        <span class="key">if</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">eval_f</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">time</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t499" href="#t499">499</a></span><span class="t">            <span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">eval_f</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">time</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t500" href="#t500">500</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t501" href="#t501">501</a></span><span class="t">        <span class="key">if</span> <span class="nam">type</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span> <span class="op">==</span> <span class="nam">imex_mesh</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t502" href="#t502">502</a></span><span class="t">            <span class="nam">f</span> <span class="op">=</span> <span class="op">[</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">impl</span> <span class="op">+</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">expl</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">coeff</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">and</span> <span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">else</span> <span class="num">0.0</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">lvl</span><span class="op">.</span><span class="nam">f</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
@@ -621,7 +621,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_polynomial_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html b/coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html
index ce26b3ae9b..97be56c5b4 100644
--- a/coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html
+++ b/coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py: 94%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py: 97%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py</b>:
-            <span class="pc_cov">94%</span>
+            <span class="pc_cov">97%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,9 +54,9 @@ <h1>
             </div>
         </aside>
         <h2>
-            <span class="text">71 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">67<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">4<span class="text"> missing</span></button>
+            <span class="text">74 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">72<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">2<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">3<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_hotrod_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -140,126 +140,135 @@ <h2>
     <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">                <span class="str">'You cannot interpolate with lower accuracy to the end point if the end point is a node!'</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">interpolation_matrix</span> <span class="op">=</span> <span class="key">None</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">    <span class="key">def</span> <span class="nam">reset_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"><span class="str">        Add variable for embedded error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">        <span class="key">if</span> <span class="str">'comm'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">            <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">            <span class="key">if</span> <span class="str">'active_slots'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">[</span><span class="str">'active_slots'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">        <span class="nam">where</span> <span class="op">=</span> <span class="op">[</span><span class="str">"levels"</span><span class="op">,</span> <span class="str">"status"</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t">        <span class="key">for</span> <span class="nam">S</span> <span class="key">in</span> <span class="nam">steps</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'order_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">    <span class="key">def</span> <span class="nam">matmul</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">A</span><span class="op">,</span> <span class="nam">b</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        Matrix vector multiplication, possibly MPI parallel.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        The parallel implementation performs a reduce operation in every row of the matrix. While communicating the</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        entire vector once could reduce the number of communications, this way we never need to store the entire vector</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        on any specific rank.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">            A (2d np.ndarray): Matrix</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">            b (list): Vector</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">            List: Axb</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">            <span class="nam">res</span> <span class="op">=</span> <span class="op">[</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">b</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="key">None</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">            <span class="nam">buf</span> <span class="op">=</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">            <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">                <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">+</span> <span class="op">(</span><span class="num">1</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span> <span class="key">else</span> <span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">                <span class="nam">send_buf</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">                    <span class="op">(</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="nam">index</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="nam">index</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">                    <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">!=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">                    <span class="key">else</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros_like</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Allreduce</span><span class="op">(</span><span class="nam">send_buf</span><span class="op">,</span> <span class="nam">buf</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">MPI_SUM</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">                <span class="nam">res</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">+=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">            <span class="key">return</span> <span class="nam">res</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">            <span class="key">return</span> <span class="nam">A</span> <span class="op">@</span> <span class="nam">np</span><span class="op">.</span><span class="nam">asarray</span><span class="op">(</span><span class="nam">b</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_iteration_processing</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t"><span class="str">        Estimate the error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t"><span class="str">            S (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">            <span class="nam">coll</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">            <span class="nam">nodes</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">append</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">append</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">nodes</span><span class="op">)</span><span class="op">,</span> <span class="num">1.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">            <span class="nam">estimate_on_node</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">            <span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">LagrangeApproximation</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">                <span class="nam">points</span><span class="op">=</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span> <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">            <span class="nam">interpolation_matrix</span> <span class="op">=</span> <span class="nam">interpolator</span><span class="op">.</span><span class="nam">getInterpolationMatrix</span><span class="op">(</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">            <span class="nam">u</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">                <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">                <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">            <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">            <span class="nam">u_inter</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">matmul</span><span class="op">(</span><span class="nam">interpolation_matrix</span><span class="op">,</span> <span class="nam">u</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">reshape</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">            <span class="com"># compute end point if needed</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">            <span class="key">if</span> <span class="nam">estimate_on_node</span> <span class="op">==</span> <span class="nam">len</span><span class="op">(</span><span class="nam">nodes</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">                <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">uend</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">                    <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">                <span class="nam">high_order_sol</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">uend</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">                <span class="nam">rank</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">                <span class="nam">high_order_sol</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">                <span class="nam">rank</span> <span class="op">=</span> <span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">*</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">                <span class="nam">buf</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">high_order_sol</span><span class="op">)</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="nam">rank</span> <span class="key">else</span> <span class="num">0.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Bcast</span><span class="op">(</span><span class="nam">buf</span><span class="op">,</span> <span class="nam">root</span><span class="op">=</span><span class="nam">rank</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">high_order_sol</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">        Check if we allow the scheme to solve the collocation problems to convergence.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">    <span class="key">def</span> <span class="nam">reset_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t"><span class="str">        Add variable for embedded error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">        <span class="key">if</span> <span class="str">'comm'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">            <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">            <span class="key">if</span> <span class="str">'active_slots'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">[</span><span class="str">'active_slots'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">        <span class="nam">where</span> <span class="op">=</span> <span class="op">[</span><span class="str">"levels"</span><span class="op">,</span> <span class="str">"status"</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">        <span class="key">for</span> <span class="nam">S</span> <span class="key">in</span> <span class="nam">steps</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'order_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t">    <span class="key">def</span> <span class="nam">matmul</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">A</span><span class="op">,</span> <span class="nam">b</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        Matrix vector multiplication, possibly MPI parallel.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        The parallel implementation performs a reduce operation in every row of the matrix. While communicating the</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t"><span class="str">        entire vector once could reduce the number of communications, this way we never need to store the entire vector</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        on any specific rank.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t"><span class="str">            A (2d np.ndarray): Matrix</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">            b (list): Vector</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t"><span class="str">            List: Axb</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">            <span class="nam">res</span> <span class="op">=</span> <span class="op">[</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">b</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="key">None</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">            <span class="nam">buf</span> <span class="op">=</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">            <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">                <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">+</span> <span class="op">(</span><span class="num">1</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span> <span class="key">else</span> <span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">                <span class="nam">send_buf</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">                    <span class="op">(</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="nam">index</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="nam">index</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">                    <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">!=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">                    <span class="key">else</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros_like</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Allreduce</span><span class="op">(</span><span class="nam">send_buf</span><span class="op">,</span> <span class="nam">buf</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">MPI_SUM</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">                <span class="nam">res</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">+=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">            <span class="key">return</span> <span class="nam">res</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">            <span class="key">return</span> <span class="nam">A</span> <span class="op">@</span> <span class="nam">np</span><span class="op">.</span><span class="nam">asarray</span><span class="op">(</span><span class="nam">b</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_iteration_processing</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">        Estimate the error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">            S (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">            <span class="nam">coll</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">            <span class="nam">nodes</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">append</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">append</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">nodes</span><span class="op">)</span><span class="op">,</span> <span class="num">1.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">            <span class="nam">estimate_on_node</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">interpolation_matrix</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">                <span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">LagrangeApproximation</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">                    <span class="nam">points</span><span class="op">=</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span> <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">interpolation_matrix</span> <span class="op">=</span> <span class="nam">interpolator</span><span class="op">.</span><span class="nam">getInterpolationMatrix</span><span class="op">(</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">            <span class="nam">u</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">                <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">                <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">            <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">            <span class="nam">u_inter</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">matmul</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">interpolation_matrix</span><span class="op">,</span> <span class="nam">u</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">reshape</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">            <span class="com"># compute end point if needed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">            <span class="key">if</span> <span class="nam">estimate_on_node</span> <span class="op">==</span> <span class="nam">len</span><span class="op">(</span><span class="nam">nodes</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">                <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">uend</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">                    <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">                <span class="nam">high_order_sol</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">uend</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">                <span class="nam">rank</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">                <span class="nam">high_order_sol</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">                <span class="nam">rank</span> <span class="op">=</span> <span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">*</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">                <span class="nam">buf</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">high_order_sol</span><span class="op">)</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="nam">rank</span> <span class="key">else</span> <span class="num">0.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Bcast</span><span class="op">(</span><span class="nam">buf</span><span class="op">,</span> <span class="nam">root</span><span class="op">=</span><span class="nam">rank</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">high_order_sol</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t">                <span class="str">f'Obtained error estimate: {L.status.error_embedded_estimate:.2e} of order {L.status.order_embedded_estimate}'</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t">                <span class="nam">S</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_nodes'</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">2</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">            <span class="key">return</span> <span class="key">False</span><span class="op">,</span> <span class="str">'Need at least two collocation nodes to interpolate to one!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t"><span class="str">        Check if we allow the scheme to solve the collocation problems to convergence.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t181" href="#t181">181</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t182" href="#t182">182</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t183" href="#t183">183</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t184" href="#t184">184</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t185" href="#t185">185</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t186" href="#t186">186</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_nodes'</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">2</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t187" href="#t187">187</a></span><span class="t">            <span class="key">return</span> <span class="key">False</span><span class="op">,</span> <span class="str">'Need at least two collocation nodes to interpolate to one!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t188" href="#t188">188</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t189" href="#t189">189</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -269,7 +278,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_hotrod_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_hotrod_py.html b/coverage/d_c28af68f8f845bbd_hotrod_py.html
index 32701a4e3c..dd000b00fb 100644
--- a/coverage/d_c28af68f8f845bbd_hotrod_py.html
+++ b/coverage/d_c28af68f8f845bbd_hotrod_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_inexactness_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -245,7 +245,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_inexactness_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_inexactness_py.html b/coverage/d_c28af68f8f845bbd_inexactness_py.html
index 4480f3e481..1520439879 100644
--- a/coverage/d_c28af68f8f845bbd_inexactness_py.html
+++ b/coverage/d_c28af68f8f845bbd_inexactness_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/inexactness.py: 83%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/inexactness.py: 92%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/inexactness.py</b>:
-            <span class="pc_cov">83%</span>
+            <span class="pc_cov">92%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">24 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">20<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">4<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">22<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">2<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">1<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_interpolate_between_restarts_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -112,7 +112,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">        <span class="key">if</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">set_maxiter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">set_maxiter</span><span class="op">(</span><span class="nam">description</span><span class="op">,</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'maxiter'</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">    <span class="key">def</span> <span class="nam">dependencies</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
@@ -166,7 +166,7 @@ <h2>
     <p class="run"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">        <span class="nam">lvl</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">newton_tol</span> <span class="op">=</span> <span class="nam">tol</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">    <span class="key">def</span> <span class="nam">set_maxiter</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="nam">maxiter</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'newton_maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">maxiter</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">        <span class="nam">description</span><span class="op">[</span><span class="str">'problem_params'</span><span class="op">]</span><span class="op">[</span><span class="str">'newton_maxiter'</span><span class="op">]</span> <span class="op">=</span> <span class="nam">maxiter</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
     <div class="content">
@@ -176,7 +176,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_interpolate_between_restarts_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_interpolate_between_restarts_py.html b/coverage/d_c28af68f8f845bbd_interpolate_between_restarts_py.html
index 2232bee105..2a3d1f69aa 100644
--- a/coverage/d_c28af68f8f845bbd_interpolate_between_restarts_py.html
+++ b/coverage/d_c28af68f8f845bbd_interpolate_between_restarts_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/interpolate_between_restarts.py: 93%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/interpolate_between_restarts.py: 95%</title>
     <link rel="icon" sizes="32x32" href="favicon_32.png">
     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/interpolate_between_restarts.py</b>:
-            <span class="pc_cov">93%</span>
+            <span class="pc_cov">95%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">41 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">38<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">3<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">39<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">2<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">0<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_spread_step_sizes_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -134,7 +134,7 @@ <h2>
     <p class="run"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">                <span class="nam">level</span> <span class="op">=</span> <span class="nam">step</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">                <span class="key">if</span> <span class="nam">level</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">                    <span class="nam">level</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">dtype_f</span><span class="op">(</span><span class="nam">level</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">                    <span class="nam">level</span><span class="op">.</span><span class="nam">f</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">level</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">dtype_f</span><span class="op">(</span><span class="nam">level</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">                <span class="key">for</span> <span class="nam">m</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">level</span><span class="op">.</span><span class="nam">u</span><span class="op">)</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">                    <span class="nam">level</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">m</span><span class="op">]</span><span class="op">[</span><span class="op">:</span><span class="op">]</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">u_inter</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">[</span><span class="nam">m</span><span class="op">]</span><span class="op">.</span><span class="nam">reshape</span><span class="op">(</span><span class="nam">level</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">[</span><span class="op">:</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
@@ -196,7 +196,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_spread_step_sizes_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_spread_step_sizes_py.html b/coverage/d_c28af68f8f845bbd_spread_step_sizes_py.html
index 957d0b5eb1..da29e3b7dc 100644
--- a/coverage/d_c28af68f8f845bbd_spread_step_sizes_py.html
+++ b/coverage/d_c28af68f8f845bbd_spread_step_sizes_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_step_size_limiter_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -316,7 +316,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_step_size_limiter_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_step_size_limiter_py.html b/coverage/d_c28af68f8f845bbd_step_size_limiter_py.html
index e073fc7934..b1f23d9f65 100644
--- a/coverage/d_c28af68f8f845bbd_step_size_limiter_py.html
+++ b/coverage/d_c28af68f8f845bbd_step_size_limiter_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_store_uold_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -236,7 +236,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_store_uold_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_c28af68f8f845bbd_store_uold_py.html b/coverage/d_c28af68f8f845bbd_store_uold_py.html
index e5283e4f7d..107bb2c06a 100644
--- a/coverage/d_c28af68f8f845bbd_store_uold_py.html
+++ b/coverage/d_c28af68f8f845bbd_store_uold_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_cupy_mesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -142,7 +142,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3017878c2b4bc866_cupy_mesh_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html b/coverage/d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html
index d8df784f8f..f0a4eeecf2 100644
--- a/coverage/d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html
+++ b/coverage/d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -422,7 +422,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html b/coverage/d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html
index 5cc7a93ed1..50d9125d14 100644
--- a/coverage/d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html
+++ b/coverage/d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -205,7 +205,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html b/coverage/d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html
index 2a1c88b50e..eeac1987a2 100644
--- a/coverage/d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html
+++ b/coverage/d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -245,7 +245,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html b/coverage/d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html
index 2321c8da79..0fb32a46d5 100644
--- a/coverage/d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html
+++ b/coverage/d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3a331a23ecfeca1c_compression_convergence_controller_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -290,7 +290,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_3a331a23ecfeca1c_compression_convergence_controller_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_d6839539e65473f5_controller_MPI_py.html b/coverage/d_d6839539e65473f5_controller_MPI_py.html
index b8f4e6cdad..3c7ba2296b 100644
--- a/coverage/d_d6839539e65473f5_controller_MPI_py.html
+++ b/coverage/d_d6839539e65473f5_controller_MPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_d6839539e65473f5_controller_nonMPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -889,7 +889,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_d6839539e65473f5_controller_nonMPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_d6839539e65473f5_controller_nonMPI_py.html b/coverage/d_d6839539e65473f5_controller_nonMPI_py.html
index 9223625132..3ebbbadde5 100644
--- a/coverage/d_d6839539e65473f5_controller_nonMPI_py.html
+++ b/coverage/d_d6839539e65473f5_controller_nonMPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_adaptive_collocation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -771,7 +771,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_adaptive_collocation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_check_data_folder_py.html b/coverage/d_e65ba0b64d945c43_check_data_folder_py.html
index b27b119b00..e50ad3bcb9 100644
--- a/coverage/d_e65ba0b64d945c43_check_data_folder_py.html
+++ b/coverage/d_e65ba0b64d945c43_check_data_folder_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -99,7 +99,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html b/coverage/d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html
index 5e4625d93b..c9fa8337c1 100644
--- a/coverage/d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html
+++ b/coverage/d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_HookClass_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -156,7 +156,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_HookClass_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_penningtrap_HookClass_py.html b/coverage/d_e65ba0b64d945c43_penningtrap_HookClass_py.html
index fdb5780b78..3945176782 100644
--- a/coverage/d_e65ba0b64d945c43_penningtrap_HookClass_py.html
+++ b/coverage/d_e65ba0b64d945c43_penningtrap_HookClass_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_Simulation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -200,7 +200,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_Simulation_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_penningtrap_Simulation_py.html b/coverage/d_e65ba0b64d945c43_penningtrap_Simulation_py.html
index c1ed6af1de..4dd6d65e1a 100644
--- a/coverage/d_e65ba0b64d945c43_penningtrap_Simulation_py.html
+++ b/coverage/d_e65ba0b64d945c43_penningtrap_Simulation_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_params_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -1011,7 +1011,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_params_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_penningtrap_params_py.html b/coverage/d_e65ba0b64d945c43_penningtrap_params_py.html
index 4fee3c9c41..ee8aca2a63 100644
--- a/coverage/d_e65ba0b64d945c43_penningtrap_params_py.html
+++ b/coverage/d_e65ba0b64d945c43_penningtrap_params_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -140,7 +140,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html b/coverage/d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html
index b51ebd29a0..4a5d86f2cf 100644
--- a/coverage/d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html
+++ b/coverage/d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_run_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -239,7 +239,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_run_error_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_penningtrap_run_error_py.html b/coverage/d_e65ba0b64d945c43_penningtrap_run_error_py.html
index 5abaa332b9..445bb43e32 100644
--- a/coverage/d_e65ba0b64d945c43_penningtrap_run_error_py.html
+++ b/coverage/d_e65ba0b64d945c43_penningtrap_run_error_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -125,7 +125,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html b/coverage/d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html
index 091ada249e..f2e523db52 100644
--- a/coverage/d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html
+++ b/coverage/d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -117,7 +117,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_ecd017d7b94a3306_compare_to_matrixbased_py.html b/coverage/d_ecd017d7b94a3306_compare_to_matrixbased_py.html
index 8b915cc3a7..c0c93e6da7 100644
--- a/coverage/d_ecd017d7b94a3306_compare_to_matrixbased_py.html
+++ b/coverage/d_ecd017d7b94a3306_compare_to_matrixbased_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_ecd017d7b94a3306_compare_to_propagator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -367,7 +367,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_ecd017d7b94a3306_compare_to_propagator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_ecd017d7b94a3306_compare_to_propagator_py.html b/coverage/d_ecd017d7b94a3306_compare_to_propagator_py.html
index c4ff099e61..f902b2c3cc 100644
--- a/coverage/d_ecd017d7b94a3306_compare_to_propagator_py.html
+++ b/coverage/d_ecd017d7b94a3306_compare_to_propagator_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -359,7 +359,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html b/coverage/d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html
index f30dc2db0d..d6118d81c9 100644
--- a/coverage/d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html
+++ b/coverage/d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_AllenCahn_parallel_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -446,7 +446,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_7b436a2656aaf131_AllenCahn_parallel_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_f7d64113b0673500_ac_fft_py.html b/coverage/d_f7d64113b0673500_ac_fft_py.html
index e3d7319d2a..5e2afe67a8 100644
--- a/coverage/d_f7d64113b0673500_ac_fft_py.html
+++ b/coverage/d_f7d64113b0673500_ac_fft_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_f7d64113b0673500_heat_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -183,7 +183,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_f7d64113b0673500_heat_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/d_f7d64113b0673500_heat_py.html b/coverage/d_f7d64113b0673500_heat_py.html
index bb24d564a9..5361389627 100644
--- a/coverage/d_f7d64113b0673500_heat_py.html
+++ b/coverage/d_f7d64113b0673500_heat_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_fput_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -187,7 +187,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_fput_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </footer>
diff --git a/coverage/index.html b/coverage/index.html
index 06fa5cc5ec..5278995b0b 100644
--- a/coverage/index.html
+++ b/coverage/index.html
@@ -45,7 +45,7 @@ <h1>Coverage report:
         </form>
         <p class="text">
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
 </header>
@@ -224,17 +224,17 @@ <h1>Coverage report:
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_adaptive_collocation_py.html">pySDC/implementations/convergence_controller_classes/adaptive_collocation.py</a></td>
-                <td>81</td>
-                <td>2</td>
+                <td>79</td>
+                <td>1</td>
                 <td>4</td>
-                <td class="right" data-ratio="79 81">98%</td>
+                <td class="right" data-ratio="78 79">99%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_adaptivity_py.html">pySDC/implementations/convergence_controller_classes/adaptivity.py</a></td>
-                <td>231</td>
-                <td>19</td>
+                <td>254</td>
+                <td>14</td>
                 <td>12</td>
-                <td class="right" data-ratio="212 231">92%</td>
+                <td class="right" data-ratio="240 254">94%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_basic_restarting_py.html">pySDC/implementations/convergence_controller_classes/basic_restarting.py</a></td>
@@ -246,9 +246,9 @@ <h1>Coverage report:
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_check_convergence_py.html">pySDC/implementations/convergence_controller_classes/check_convergence.py</a></td>
                 <td>57</td>
-                <td>9</td>
+                <td>8</td>
                 <td>1</td>
-                <td class="right" data-ratio="48 57">84%</td>
+                <td class="right" data-ratio="49 57">86%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_check_iteration_estimator_py.html">pySDC/implementations/convergence_controller_classes/check_iteration_estimator.py</a></td>
@@ -260,9 +260,9 @@ <h1>Coverage report:
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_crash_py.html">pySDC/implementations/convergence_controller_classes/crash.py</a></td>
                 <td>44</td>
-                <td>6</td>
+                <td>1</td>
                 <td>4</td>
-                <td class="right" data-ratio="38 44">86%</td>
+                <td class="right" data-ratio="43 44">98%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_estimate_contraction_factor_py.html">pySDC/implementations/convergence_controller_classes/estimate_contraction_factor.py</a></td>
@@ -281,16 +281,16 @@ <h1>Coverage report:
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_estimate_extrapolation_error_py.html">pySDC/implementations/convergence_controller_classes/estimate_extrapolation_error.py</a></td>
                 <td>167</td>
-                <td>5</td>
+                <td>4</td>
                 <td>8</td>
-                <td class="right" data-ratio="162 167">97%</td>
+                <td class="right" data-ratio="163 167">98%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_estimate_polynomial_error_py.html">pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py</a></td>
-                <td>71</td>
-                <td>4</td>
+                <td>74</td>
+                <td>2</td>
                 <td>3</td>
-                <td class="right" data-ratio="67 71">94%</td>
+                <td class="right" data-ratio="72 74">97%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_hotrod_py.html">pySDC/implementations/convergence_controller_classes/hotrod.py</a></td>
@@ -302,16 +302,16 @@ <h1>Coverage report:
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_inexactness_py.html">pySDC/implementations/convergence_controller_classes/inexactness.py</a></td>
                 <td>24</td>
-                <td>4</td>
+                <td>2</td>
                 <td>1</td>
-                <td class="right" data-ratio="20 24">83%</td>
+                <td class="right" data-ratio="22 24">92%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_interpolate_between_restarts_py.html">pySDC/implementations/convergence_controller_classes/interpolate_between_restarts.py</a></td>
                 <td>41</td>
-                <td>3</td>
+                <td>2</td>
                 <td>0</td>
-                <td class="right" data-ratio="38 41">93%</td>
+                <td class="right" data-ratio="39 41">95%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_c28af68f8f845bbd_spread_step_sizes_py.html">pySDC/implementations/convergence_controller_classes/spread_step_sizes.py</a></td>
@@ -1345,9 +1345,9 @@ <h1>Coverage report:
             <tr class="file">
                 <td class="name left"><a href="d_66292b4c3b6b9cb6_switch_estimator_py.html">pySDC/projects/PinTSimE/switch_estimator.py</a></td>
                 <td>106</td>
-                <td>6</td>
                 <td>1</td>
-                <td class="right" data-ratio="100 106">94%</td>
+                <td>1</td>
+                <td class="right" data-ratio="105 106">99%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_73bf12c1262fa441_equidistant_RDC_py.html">pySDC/projects/RDC/equidistant_RDC.py</a></td>
@@ -1386,17 +1386,17 @@ <h1>Coverage report:
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_Lorenz_py.html">pySDC/projects/Resilience/Lorenz.py</a></td>
-                <td>67</td>
-                <td>7</td>
+                <td>70</td>
+                <td>5</td>
                 <td>14</td>
-                <td class="right" data-ratio="60 67">90%</td>
+                <td class="right" data-ratio="65 70">93%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_Schroedinger_py.html">pySDC/projects/Resilience/Schroedinger.py</a></td>
-                <td>77</td>
-                <td>14</td>
+                <td>82</td>
+                <td>11</td>
                 <td>37</td>
-                <td class="right" data-ratio="63 77">82%</td>
+                <td class="right" data-ratio="71 82">87%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_accuracy_check_py.html">pySDC/projects/Resilience/accuracy_check.py</a></td>
@@ -1442,10 +1442,10 @@ <h1>Coverage report:
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_fault_stats_py.html">pySDC/projects/Resilience/fault_stats.py</a></td>
-                <td>430</td>
+                <td>434</td>
                 <td>179</td>
                 <td>262</td>
-                <td class="right" data-ratio="251 430">58%</td>
+                <td class="right" data-ratio="255 434">59%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_heat_py.html">pySDC/projects/Resilience/heat.py</a></td>
@@ -1463,10 +1463,10 @@ <h1>Coverage report:
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_paper_plots_py.html">pySDC/projects/Resilience/paper_plots.py</a></td>
-                <td>34</td>
-                <td>34</td>
-                <td>207</td>
-                <td class="right" data-ratio="0 34">0%</td>
+                <td>26</td>
+                <td>26</td>
+                <td>204</td>
+                <td class="right" data-ratio="0 26">0%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_piline_py.html">pySDC/projects/Resilience/piline.py</a></td>
@@ -1477,38 +1477,38 @@ <h1>Coverage report:
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_quench_py.html">pySDC/projects/Resilience/quench.py</a></td>
-                <td>215</td>
-                <td>108</td>
-                <td>73</td>
-                <td class="right" data-ratio="107 215">50%</td>
+                <td>218</td>
+                <td>111</td>
+                <td>74</td>
+                <td class="right" data-ratio="107 218">49%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_strategies_py.html">pySDC/projects/Resilience/strategies.py</a></td>
-                <td>572</td>
-                <td>112</td>
-                <td>24</td>
-                <td class="right" data-ratio="460 572">80%</td>
+                <td>804</td>
+                <td>189</td>
+                <td>29</td>
+                <td class="right" data-ratio="615 804">76%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_sweepers_py.html">pySDC/projects/Resilience/sweepers.py</a></td>
                 <td>103</td>
-                <td>10</td>
+                <td>9</td>
                 <td>1</td>
-                <td class="right" data-ratio="93 103">90%</td>
+                <td class="right" data-ratio="94 103">91%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_vdp_py.html">pySDC/projects/Resilience/vdp.py</a></td>
-                <td>193</td>
-                <td>34</td>
+                <td>195</td>
+                <td>35</td>
                 <td>66</td>
-                <td class="right" data-ratio="159 193">82%</td>
+                <td class="right" data-ratio="160 195">82%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_5893b65af8042ae2_work_precision_py.html">pySDC/projects/Resilience/work_precision.py</a></td>
-                <td>335</td>
-                <td>335</td>
-                <td>97</td>
-                <td class="right" data-ratio="0 335">0%</td>
+                <td>318</td>
+                <td>318</td>
+                <td>142</td>
+                <td class="right" data-ratio="0 318">0%</td>
             </tr>
             <tr class="file">
                 <td class="name left"><a href="d_327f90590a9d3ec6_SDC_timing_Fisher_py.html">pySDC/projects/SDC_showdown/SDC_timing_Fisher.py</a></td>
@@ -1976,10 +1976,10 @@ <h1>Coverage report:
         <tfoot>
             <tr class="total">
                 <td class="name left">Total</td>
-                <td>22806</td>
-                <td>5912</td>
-                <td>2583</td>
-                <td class="right" data-ratio="16894 22806">74%</td>
+                <td>23054</td>
+                <td>5939</td>
+                <td>2631</td>
+                <td class="right" data-ratio="17115 23054">74%</td>
             </tr>
         </tfoot>
     </table>
@@ -1992,7 +1992,7 @@ <h1>Coverage report:
     <div class="content">
         <p>
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.2">coverage.py v7.3.2</a>,
-            created at 2023-11-10 06:59 +0000
+            created at 2023-11-20 08:58 +0000
         </p>
     </div>
     <aside class="hidden">
diff --git a/coverage/status.json b/coverage/status.json
index e702bd2fed..214d194176 100644
--- a/coverage/status.json
+++ b/coverage/status.json
@@ -1 +1 @@
-{"format":2,"version":"7.3.2","globals":"8af80b6f66ae9bb4b930ccda334b2efd","files":{"d_8d0d803e4e125e5c_BaseTransfer_py":{"hash":"679defdbef19f7374792a4946bd8c8b0","index":{"nums":[0,1,103,5,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_BaseTransfer_py.html","relative_filename":"pySDC/core/BaseTransfer.py"}},"d_8d0d803e4e125e5c_Collocation_py":{"hash":"27ab296fba119208aa15295293aad4b9","index":{"nums":[0,1,84,5,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Collocation_py.html","relative_filename":"pySDC/core/Collocation.py"}},"d_8d0d803e4e125e5c_Common_py":{"hash":"b5e6784d9dcb980e61da5caf62ef754b","index":{"nums":[0,1,23,4,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Common_py.html","relative_filename":"pySDC/core/Common.py"}},"d_8d0d803e4e125e5c_Controller_py":{"hash":"5fc0a68e993cb544942ab1acc65c9aac","index":{"nums":[0,1,164,3,3,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Controller_py.html","relative_filename":"pySDC/core/Controller.py"}},"d_8d0d803e4e125e5c_ConvergenceController_py":{"hash":"494dcec336bf4ad3af83b9c77dae3e0c","index":{"nums":[0,1,99,20,11,0,0,0],"html_filename":"d_8d0d803e4e125e5c_ConvergenceController_py.html","relative_filename":"pySDC/core/ConvergenceController.py"}},"d_8d0d803e4e125e5c_Errors_py":{"hash":"93ec874a431d050bef317af1601fb90c","index":{"nums":[0,1,9,13,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Errors_py.html","relative_filename":"pySDC/core/Errors.py"}},"d_8d0d803e4e125e5c_Hooks_py":{"hash":"6a54695f2e485ba2de6a279d6b38c9b0","index":{"nums":[0,1,54,0,1,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Hooks_py.html","relative_filename":"pySDC/core/Hooks.py"}},"d_8d0d803e4e125e5c_Lagrange_py":{"hash":"4abd4b12b807523d9a8bbc6e272742cc","index":{"nums":[0,1,63,7,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Lagrange_py.html","relative_filename":"pySDC/core/Lagrange.py"}},"d_8d0d803e4e125e5c_Level_py":{"hash":"23e147211ba5d66c2699d87b235cec8c","index":{"nums":[0,1,64,2,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Level_py.html","relative_filename":"pySDC/core/Level.py"}},"d_8d0d803e4e125e5c_Nodes_py":{"hash":"ec7f4dc086a5a3e67433ae6388f48d16","index":{"nums":[0,1,78,4,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Nodes_py.html","relative_filename":"pySDC/core/Nodes.py"}},"d_8d0d803e4e125e5c_Problem_py":{"hash":"2d822e049875fd4b490f0e97cdf4b4f8","index":{"nums":[0,1,36,6,1,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Problem_py.html","relative_filename":"pySDC/core/Problem.py"}},"d_8d0d803e4e125e5c_SpaceTransfer_py":{"hash":"d5aacf71585dd8302a6c15832b78bca4","index":{"nums":[0,1,19,2,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_SpaceTransfer_py.html","relative_filename":"pySDC/core/SpaceTransfer.py"}},"d_8d0d803e4e125e5c_Step_py":{"hash":"7ae49bd7d13de827ff8327ef36b4e6d5","index":{"nums":[0,1,117,7,4,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Step_py.html","relative_filename":"pySDC/core/Step.py"}},"d_8d0d803e4e125e5c_Sweeper_py":{"hash":"cc4728263dc7ca3b2db2fbd027ee7392","index":{"nums":[0,1,215,10,46,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Sweeper_py.html","relative_filename":"pySDC/core/Sweeper.py"}},"d_41564483689e14fd_plot_helper_py":{"hash":"db715519526226f95e11aebae104fda8","index":{"nums":[0,1,33,11,2,0,0,0],"html_filename":"d_41564483689e14fd_plot_helper_py.html","relative_filename":"pySDC/helpers/plot_helper.py"}},"d_41564483689e14fd_problem_helper_py":{"hash":"48e5e702ed79d938664de1b1dbbb7d03","index":{"nums":[0,1,102,5,3,0,0,0],"html_filename":"d_41564483689e14fd_problem_helper_py.html","relative_filename":"pySDC/helpers/problem_helper.py"}},"d_41564483689e14fd_pysdc_helper_py":{"hash":"01dc22354b51ebe9994e269629c00918","index":{"nums":[0,1,9,1,0,0,0,0],"html_filename":"d_41564483689e14fd_pysdc_helper_py.html","relative_filename":"pySDC/helpers/pysdc_helper.py"}},"d_41564483689e14fd_setup_helper_py":{"hash":"8a9dd1b0e0346a29b434c8617ec83012","index":{"nums":[0,1,19,2,0,0,0,0],"html_filename":"d_41564483689e14fd_setup_helper_py.html","relative_filename":"pySDC/helpers/setup_helper.py"}},"d_41564483689e14fd_stats_helper_py":{"hash":"331838a82fdd8ec37c479e38db39c1dd","index":{"nums":[0,1,35,1,0,0,0,0],"html_filename":"d_41564483689e14fd_stats_helper_py.html","relative_filename":"pySDC/helpers/stats_helper.py"}},"d_41564483689e14fd_transfer_helper_py":{"hash":"25f4c73d96e584ef4e644885c5e5b595","index":{"nums":[0,1,142,0,33,0,0,0],"html_filename":"d_41564483689e14fd_transfer_helper_py.html","relative_filename":"pySDC/helpers/transfer_helper.py"}},"d_41564483689e14fd_visualization_tools_py":{"hash":"e3aaafde8b227afae340d2c4ba27bbfe","index":{"nums":[0,1,40,0,0,0,0,0],"html_filename":"d_41564483689e14fd_visualization_tools_py.html","relative_filename":"pySDC/helpers/visualization_tools.py"}},"d_d6839539e65473f5_controller_MPI_py":{"hash":"e8c9cd6b82addd5d1040d98db1da6bc4","index":{"nums":[0,1,384,7,149,0,0,0],"html_filename":"d_d6839539e65473f5_controller_MPI_py.html","relative_filename":"pySDC/implementations/controller_classes/controller_MPI.py"}},"d_d6839539e65473f5_controller_nonMPI_py":{"hash":"cfbbd52809198b3d4fac2bf7b4313551","index":{"nums":[0,1,295,13,4,0,0,0],"html_filename":"d_d6839539e65473f5_controller_nonMPI_py.html","relative_filename":"pySDC/implementations/controller_classes/controller_nonMPI.py"}},"d_c28af68f8f845bbd_adaptive_collocation_py":{"hash":"119c1197ea737598d4792a932ef52e76","index":{"nums":[0,1,81,4,2,0,0,0],"html_filename":"d_c28af68f8f845bbd_adaptive_collocation_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/adaptive_collocation.py"}},"d_c28af68f8f845bbd_adaptivity_py":{"hash":"7b4dae32b45b9f754752201aea9aa69b","index":{"nums":[0,1,231,12,19,0,0,0],"html_filename":"d_c28af68f8f845bbd_adaptivity_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/adaptivity.py"}},"d_c28af68f8f845bbd_basic_restarting_py":{"hash":"3bd1d6b8d32952184c40bf61acef8fcf","index":{"nums":[0,1,101,4,3,0,0,0],"html_filename":"d_c28af68f8f845bbd_basic_restarting_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/basic_restarting.py"}},"d_c28af68f8f845bbd_check_convergence_py":{"hash":"a9b81167d0cfe95bc48b64ce55fc6a4b","index":{"nums":[0,1,57,1,9,0,0,0],"html_filename":"d_c28af68f8f845bbd_check_convergence_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/check_convergence.py"}},"d_c28af68f8f845bbd_check_iteration_estimator_py":{"hash":"659a03e01f749be98775270726756aa4","index":{"nums":[0,1,43,1,1,0,0,0],"html_filename":"d_c28af68f8f845bbd_check_iteration_estimator_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/check_iteration_estimator.py"}},"d_c28af68f8f845bbd_crash_py":{"hash":"8fa374fd8583c09c185a99ae9c6747f2","index":{"nums":[0,1,44,4,6,0,0,0],"html_filename":"d_c28af68f8f845bbd_crash_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/crash.py"}},"d_c28af68f8f845bbd_estimate_contraction_factor_py":{"hash":"75b6a0ffe00fa912ecab27dde4e6ad9c","index":{"nums":[0,1,32,0,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_contraction_factor_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_contraction_factor.py"}},"d_c28af68f8f845bbd_estimate_embedded_error_py":{"hash":"5922711f43968c3441f66ca9ebb41e82","index":{"nums":[0,1,122,4,22,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_embedded_error_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_embedded_error.py"}},"d_c28af68f8f845bbd_estimate_extrapolation_error_py":{"hash":"0bf04e84ad556e438de781482850dd1d","index":{"nums":[0,1,167,8,5,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_extrapolation_error_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_extrapolation_error.py"}},"d_c28af68f8f845bbd_estimate_polynomial_error_py":{"hash":"0e6c60356bef7d7854c70e26f2dbdf8c","index":{"nums":[0,1,71,3,4,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_polynomial_error_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py"}},"d_c28af68f8f845bbd_hotrod_py":{"hash":"c32ef979258155fe99f17874c8e79571","index":{"nums":[0,1,38,3,3,0,0,0],"html_filename":"d_c28af68f8f845bbd_hotrod_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/hotrod.py"}},"d_c28af68f8f845bbd_inexactness_py":{"hash":"e6d714d327278aa4de64f647660594d7","index":{"nums":[0,1,24,1,4,0,0,0],"html_filename":"d_c28af68f8f845bbd_inexactness_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/inexactness.py"}},"d_c28af68f8f845bbd_interpolate_between_restarts_py":{"hash":"2f17a49a30227808f72286b67b9bb4c2","index":{"nums":[0,1,41,0,3,0,0,0],"html_filename":"d_c28af68f8f845bbd_interpolate_between_restarts_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/interpolate_between_restarts.py"}},"d_c28af68f8f845bbd_spread_step_sizes_py":{"hash":"586e96058f65ece809d23a54b5cf0efb","index":{"nums":[0,1,61,1,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_spread_step_sizes_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/spread_step_sizes.py"}},"d_c28af68f8f845bbd_step_size_limiter_py":{"hash":"5562900ce436ef9332f98a982d0133cf","index":{"nums":[0,1,40,2,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_step_size_limiter_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/step_size_limiter.py"}},"d_c28af68f8f845bbd_store_uold_py":{"hash":"0c7d38fdd19e322995e5519318817265","index":{"nums":[0,1,11,1,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_store_uold_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/store_uold.py"}},"d_3017878c2b4bc866_cupy_mesh_py":{"hash":"b49bddeba985676d9244b4504d0d3236","index":{"nums":[0,1,68,3,68,0,0,0],"html_filename":"d_3017878c2b4bc866_cupy_mesh_py.html","relative_filename":"pySDC/implementations/datatype_classes/cupy_mesh.py"}},"d_3017878c2b4bc866_fenics_mesh_py":{"hash":"9de2ed79d2b73d14daf3710ecd9e6ea8","index":{"nums":[0,1,55,8,0,0,0,0],"html_filename":"d_3017878c2b4bc866_fenics_mesh_py.html","relative_filename":"pySDC/implementations/datatype_classes/fenics_mesh.py"}},"d_3017878c2b4bc866_mesh_py":{"hash":"19149453e7dea9a7de0f33e47680109b","index":{"nums":[0,1,68,3,4,0,0,0],"html_filename":"d_3017878c2b4bc866_mesh_py.html","relative_filename":"pySDC/implementations/datatype_classes/mesh.py"}},"d_3017878c2b4bc866_particles_py":{"hash":"b3d56791f0aca8d3201e2070d8f8e9e1","index":{"nums":[0,1,112,15,23,0,0,0],"html_filename":"d_3017878c2b4bc866_particles_py.html","relative_filename":"pySDC/implementations/datatype_classes/particles.py"}},"d_3017878c2b4bc866_petsc_vec_py":{"hash":"bdee751ee9232532369f8f3a3a7d04f8","index":{"nums":[0,1,40,2,2,0,0,0],"html_filename":"d_3017878c2b4bc866_petsc_vec_py.html","relative_filename":"pySDC/implementations/datatype_classes/petsc_vec.py"}},"d_1f4fced1df9318f0_default_hook_py":{"hash":"5c33b3468f2c7833eab95a8ac7ee088c","index":{"nums":[0,1,93,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_default_hook_py.html","relative_filename":"pySDC/implementations/hooks/default_hook.py"}},"d_1f4fced1df9318f0_log_embedded_error_estimate_py":{"hash":"b609956a1aa325a3968bd90b95c35d6b","index":{"nums":[0,1,20,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_embedded_error_estimate_py.html","relative_filename":"pySDC/implementations/hooks/log_embedded_error_estimate.py"}},"d_1f4fced1df9318f0_log_errors_py":{"hash":"7fcf78a13dd40607932871ae57a3f386","index":{"nums":[0,1,50,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_errors_py.html","relative_filename":"pySDC/implementations/hooks/log_errors.py"}},"d_1f4fced1df9318f0_log_extrapolated_error_estimate_py":{"hash":"3077e250082e5acb32ac247d45919fe9","index":{"nums":[0,1,6,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html","relative_filename":"pySDC/implementations/hooks/log_extrapolated_error_estimate.py"}},"d_1f4fced1df9318f0_log_restarts_py":{"hash":"9d929feb6ef6b8d4f4c644b3aae0989f","index":{"nums":[0,1,6,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_restarts_py.html","relative_filename":"pySDC/implementations/hooks/log_restarts.py"}},"d_1f4fced1df9318f0_log_solution_py":{"hash":"4ecc6b20596f0e3e324238b45182337c","index":{"nums":[0,1,13,0,4,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_solution_py.html","relative_filename":"pySDC/implementations/hooks/log_solution.py"}},"d_1f4fced1df9318f0_log_step_size_py":{"hash":"65c6d8e6dc1016c6fa7337e1b92a74d0","index":{"nums":[0,1,6,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_step_size_py.html","relative_filename":"pySDC/implementations/hooks/log_step_size.py"}},"d_1f4fced1df9318f0_log_work_py":{"hash":"22524f37d80ff8220b071ab81c41c04f","index":{"nums":[0,1,12,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_work_py.html","relative_filename":"pySDC/implementations/hooks/log_work.py"}},"d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py":{"hash":"37de1d57a996bb415f916ae54b3033f2","index":{"nums":[0,1,52,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html","relative_filename":"pySDC/implementations/problem_classes/AcousticAdvection_1D_FD_imex.py"}},"d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py":{"hash":"39b36fddcf005d0521b9898a4a235eac","index":{"nums":[0,1,63,3,0,0,0,0],"html_filename":"d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AdvectionDiffusionEquation_1D_FFT.py"}},"d_91faa57f8583c837_AdvectionEquation_ND_FD_py":{"hash":"7911c5ce117dfcf909e1f242ea282d4f","index":{"nums":[0,1,24,2,8,0,0,0],"html_filename":"d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/AdvectionEquation_ND_FD.py"}},"d_91faa57f8583c837_AllenCahn_1D_FD_py":{"hash":"f50388d40f4ab1cd8dde01d76299554c","index":{"nums":[0,1,223,8,10,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_1D_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_1D_FD.py"}},"d_91faa57f8583c837_AllenCahn_2D_FD_py":{"hash":"ac132d98afc4f21db19f856cd22a2dd3","index":{"nums":[0,1,213,8,17,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FD.py"}},"d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py":{"hash":"5bd27789ce319af39f35ade9c6afb9d6","index":{"nums":[0,1,130,74,130,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FD_gpu.py"}},"d_91faa57f8583c837_AllenCahn_2D_FFT_py":{"hash":"ad785ecb520c5f42e5607b94dda818f2","index":{"nums":[0,1,72,5,72,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FFT.py"}},"d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py":{"hash":"f83b2fdf57ec9f0e920a8d53d5834fb6","index":{"nums":[0,1,24,56,24,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FFT_gpu.py"}},"d_91faa57f8583c837_AllenCahn_MPIFFT_py":{"hash":"3e2e4f41974ea6e48b46665112ad6982","index":{"nums":[0,1,131,3,26,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_MPIFFT.py"}},"d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py":{"hash":"92a16ce048972bf6611f778184fe7cee","index":{"nums":[0,1,123,3,23,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_Temp_MPIFFT.py"}},"d_91faa57f8583c837_Auzinger_implicit_py":{"hash":"6e47fafe19723c59e38bf56512d05fe7","index":{"nums":[0,1,38,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_Auzinger_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/Auzinger_implicit.py"}},"d_91faa57f8583c837_Battery_py":{"hash":"c64e34c53fd0fcceec5430272b72dc6f","index":{"nums":[0,1,166,4,6,0,0,0],"html_filename":"d_91faa57f8583c837_Battery_py.html","relative_filename":"pySDC/implementations/problem_classes/Battery.py"}},"d_91faa57f8583c837_Boussinesq_2D_FD_imex_py":{"hash":"e375da87a61452a7482f826aa0da6aaf","index":{"nums":[0,1,67,1,67,0,0,0],"html_filename":"d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html","relative_filename":"pySDC/implementations/problem_classes/Boussinesq_2D_FD_imex.py"}},"d_91faa57f8583c837_BuckConverter_py":{"hash":"562336d49319aee0d29b402ebcbc2021","index":{"nums":[0,1,47,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_BuckConverter_py.html","relative_filename":"pySDC/implementations/problem_classes/BuckConverter.py"}},"d_91faa57f8583c837_DiscontinuousTestODE_py":{"hash":"a4e8e72e792af6e42bbe7e294ec86be7","index":{"nums":[0,1,74,2,0,0,0,0],"html_filename":"d_91faa57f8583c837_DiscontinuousTestODE_py.html","relative_filename":"pySDC/implementations/problem_classes/DiscontinuousTestODE.py"}},"d_91faa57f8583c837_FastWaveSlowWave_0D_py":{"hash":"8fbaf678816ee13933221b8e8b97d322","index":{"nums":[0,1,40,0,0,0,0,0],"html_filename":"d_91faa57f8583c837_FastWaveSlowWave_0D_py.html","relative_filename":"pySDC/implementations/problem_classes/FastWaveSlowWave_0D.py"}},"d_91faa57f8583c837_FermiPastaUlamTsingou_py":{"hash":"8cc16e43d89ad00e381155874fcc5d15","index":{"nums":[0,1,40,1,1,0,0,0],"html_filename":"d_91faa57f8583c837_FermiPastaUlamTsingou_py.html","relative_filename":"pySDC/implementations/problem_classes/FermiPastaUlamTsingou.py"}},"d_91faa57f8583c837_FullSolarSystem_py":{"hash":"f4e72ed28345ae6af1c0ad0b13307c87","index":{"nums":[0,1,43,0,0,0,0,0],"html_filename":"d_91faa57f8583c837_FullSolarSystem_py.html","relative_filename":"pySDC/implementations/problem_classes/FullSolarSystem.py"}},"d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py":{"hash":"97373678a22e3d10a1a252c968170b8e","index":{"nums":[0,1,57,3,2,0,0,0],"html_filename":"d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/GeneralizedFisher_1D_FD_implicit.py"}},"d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py":{"hash":"37d41b2dbf83895da8679e1a50636be3","index":{"nums":[0,1,243,1,2,0,0,0],"html_filename":"d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html","relative_filename":"pySDC/implementations/problem_classes/GeneralizedFisher_1D_PETSc.py"}},"d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py":{"hash":"5512770dfd24645c10447053c69a8cef","index":{"nums":[0,1,85,2,85,0,0,0],"html_filename":"d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/GrayScott_1D_FEniCS_implicit.py"}},"d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py":{"hash":"dfade0b831c49029a23a241836e78636","index":{"nums":[0,1,305,1,2,0,0,0],"html_filename":"d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html","relative_filename":"pySDC/implementations/problem_classes/GrayScott_2D_PETSc_periodic.py"}},"d_91faa57f8583c837_GrayScott_MPIFFT_py":{"hash":"195d5c7e1850aee850cdfb60e514c0f9","index":{"nums":[0,1,280,4,280,0,0,0],"html_filename":"d_91faa57f8583c837_GrayScott_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/GrayScott_MPIFFT.py"}},"d_91faa57f8583c837_HarmonicOscillator_py":{"hash":"092c8be136cbbeeb629916d7a1e3bbfc","index":{"nums":[0,1,51,3,15,0,0,0],"html_filename":"d_91faa57f8583c837_HarmonicOscillator_py.html","relative_filename":"pySDC/implementations/problem_classes/HarmonicOscillator.py"}},"d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py":{"hash":"019f88f839698f65e337c366bb38a4fb","index":{"nums":[0,1,73,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_1D_FEniCS_matrix_forced.py"}},"d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py":{"hash":"2c367f7af86f173ed490542b88c58f02","index":{"nums":[0,1,124,2,57,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_1D_FEniCS_weak_forced.py"}},"d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py":{"hash":"be0106d686c7aeb88792718d74491b25","index":{"nums":[0,1,90,2,0,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_2D_PETSc_forced.py"}},"d_91faa57f8583c837_HeatEquation_ND_FD_py":{"hash":"f44100dea16d91447113efddd771b8a0","index":{"nums":[0,1,58,0,20,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_ND_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_ND_FD.py"}},"d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py":{"hash":"02e5b8a1e9f10b4cf9f7f3afda9ff0b8","index":{"nums":[0,1,26,82,26,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_ND_FD_CuPy.py"}},"d_91faa57f8583c837_HenonHeiles_py":{"hash":"339f694b731817156f43938b42f7eb71","index":{"nums":[0,1,31,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_HenonHeiles_py.html","relative_filename":"pySDC/implementations/problem_classes/HenonHeiles.py"}},"d_91faa57f8583c837_LogisticEquation_py":{"hash":"6a1b91edffbd3c59a961cd683e8c9546","index":{"nums":[0,1,40,2,20,0,0,0],"html_filename":"d_91faa57f8583c837_LogisticEquation_py.html","relative_filename":"pySDC/implementations/problem_classes/LogisticEquation.py"}},"d_91faa57f8583c837_Lorenz_py":{"hash":"958f3b04353a1a1553603838adb3372c","index":{"nums":[0,1,54,2,3,0,0,0],"html_filename":"d_91faa57f8583c837_Lorenz_py.html","relative_filename":"pySDC/implementations/problem_classes/Lorenz.py"}},"d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py":{"hash":"dc14d5d5ce55d34c0bfe89fcac9d7623","index":{"nums":[0,1,110,4,5,0,0,0],"html_filename":"d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/NonlinearSchroedinger_MPIFFT.py"}},"d_91faa57f8583c837_OuterSolarSystem_py":{"hash":"c58e07242a3206e4723ce3152863e251","index":{"nums":[0,1,58,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_OuterSolarSystem_py.html","relative_filename":"pySDC/implementations/problem_classes/OuterSolarSystem.py"}},"d_91faa57f8583c837_PenningTrap_3D_py":{"hash":"4ce562c7759325a01d57695329e87810","index":{"nums":[0,1,120,4,10,0,0,0],"html_filename":"d_91faa57f8583c837_PenningTrap_3D_py.html","relative_filename":"pySDC/implementations/problem_classes/PenningTrap_3D.py"}},"d_91faa57f8583c837_Piline_py":{"hash":"90dc6bacee0cda22d6a16b270938bcc3","index":{"nums":[0,1,44,2,0,0,0,0],"html_filename":"d_91faa57f8583c837_Piline_py.html","relative_filename":"pySDC/implementations/problem_classes/Piline.py"}},"d_91faa57f8583c837_Quench_py":{"hash":"5f69eb7c0531870226790c78b7100e19","index":{"nums":[0,1,152,8,36,0,0,0],"html_filename":"d_91faa57f8583c837_Quench_py.html","relative_filename":"pySDC/implementations/problem_classes/Quench.py"}},"d_91faa57f8583c837_TestEquation_0D_py":{"hash":"acf225b13acd05656f92859e71e5592e","index":{"nums":[0,1,41,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_TestEquation_0D_py.html","relative_filename":"pySDC/implementations/problem_classes/TestEquation_0D.py"}},"d_91faa57f8583c837_Van_der_Pol_implicit_py":{"hash":"8e7178a1735b7b88dfee56786b81c551","index":{"nums":[0,1,57,2,2,0,0,0],"html_filename":"d_91faa57f8583c837_Van_der_Pol_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/Van_der_Pol_implicit.py"}},"d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py":{"hash":"467a3274c0bf9b638e629c7caacaa07f","index":{"nums":[0,1,85,2,85,0,0,0],"html_filename":"d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html","relative_filename":"pySDC/implementations/problem_classes/VorticityVelocity_2D_FEniCS_periodic.py"}},"d_c032a2f084ee6f96_buildFDMatrix_py":{"hash":"de1f0fe64c78df8beb8b053f316c8b77","index":{"nums":[0,1,145,0,89,0,0,0],"html_filename":"d_c032a2f084ee6f96_buildFDMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/acoustic_helpers/buildFDMatrix.py"}},"d_c032a2f084ee6f96_buildWave1DMatrix_py":{"hash":"de100d9a7852319c85b8e55378734edd","index":{"nums":[0,1,28,0,6,0,0,0],"html_filename":"d_c032a2f084ee6f96_buildWave1DMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/acoustic_helpers/buildWave1DMatrix.py"}},"d_c032a2f084ee6f96_standard_integrators_py":{"hash":"522c0c6ed96650584bf16bea335eb324","index":{"nums":[0,1,259,0,11,0,0,0],"html_filename":"d_c032a2f084ee6f96_standard_integrators_py.html","relative_filename":"pySDC/implementations/problem_classes/acoustic_helpers/standard_integrators.py"}},"d_850829697a149033_build2DFDMatrix_py":{"hash":"13dc630820804abc849ef9ba8ca011bb","index":{"nums":[0,1,59,0,59,0,0,0],"html_filename":"d_850829697a149033_build2DFDMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/build2DFDMatrix.py"}},"d_850829697a149033_buildBoussinesq2DMatrix_py":{"hash":"feace82f4a241545b5f95f840b96a6af","index":{"nums":[0,1,34,0,34,0,0,0],"html_filename":"d_850829697a149033_buildBoussinesq2DMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/buildBoussinesq2DMatrix.py"}},"d_850829697a149033_buildFDMatrix_py":{"hash":"5d12f9534fad2a03810f31aa06a86d3c","index":{"nums":[0,1,129,2,129,0,0,0],"html_filename":"d_850829697a149033_buildFDMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/buildFDMatrix.py"}},"d_850829697a149033_helper_classes_py":{"hash":"ee455db9d3c4698a012d8d9b08585250","index":{"nums":[0,1,19,0,19,0,0,0],"html_filename":"d_850829697a149033_helper_classes_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/helper_classes.py"}},"d_850829697a149033_standard_integrators_py":{"hash":"acf657c536b111512c52f58f2c12e15f","index":{"nums":[0,1,394,0,394,0,0,0],"html_filename":"d_850829697a149033_standard_integrators_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/standard_integrators.py"}},"d_850829697a149033_unflatten_py":{"hash":"40b25aa2d0363ed8d89f6d304d27c1df","index":{"nums":[0,1,7,0,7,0,0,0],"html_filename":"d_850829697a149033_unflatten_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/unflatten.py"}},"d_91faa57f8583c837_generic_ND_FD_py":{"hash":"9c2190acd2fa595f704f86fca9b8ae7f","index":{"nums":[0,1,72,10,4,0,0,0],"html_filename":"d_91faa57f8583c837_generic_ND_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/generic_ND_FD.py"}},"d_91faa57f8583c837_nonlinear_ODE_1_py":{"hash":"a1b3a1e98407d97a4abe5c85eb17987a","index":{"nums":[0,1,41,1,2,0,0,0],"html_filename":"d_91faa57f8583c837_nonlinear_ODE_1_py.html","relative_filename":"pySDC/implementations/problem_classes/nonlinear_ODE_1.py"}},"d_91faa57f8583c837_polynomial_test_problem_py":{"hash":"b298f9585b65d6236778fdcbabe3f946","index":{"nums":[0,1,29,1,1,0,0,0],"html_filename":"d_91faa57f8583c837_polynomial_test_problem_py.html","relative_filename":"pySDC/implementations/problem_classes/polynomial_test_problem.py"}},"d_b9c274c7ffe3e178_Multistep_py":{"hash":"b5513e088a9b008cc4c41ec06c6079fe","index":{"nums":[0,1,83,1,4,0,0,0],"html_filename":"d_b9c274c7ffe3e178_Multistep_py.html","relative_filename":"pySDC/implementations/sweeper_classes/Multistep.py"}},"d_b9c274c7ffe3e178_Runge_Kutta_py":{"hash":"89b7e83f3c45fb514634e673750f1b26","index":{"nums":[0,1,363,18,19,0,0,0],"html_filename":"d_b9c274c7ffe3e178_Runge_Kutta_py.html","relative_filename":"pySDC/implementations/sweeper_classes/Runge_Kutta.py"}},"d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py":{"hash":"46bf3ff5c12b02b2f6d22a2d5a9043ee","index":{"nums":[0,1,89,2,2,0,0,0],"html_filename":"d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html","relative_filename":"pySDC/implementations/sweeper_classes/Runge_Kutta_Nystrom.py"}},"d_b9c274c7ffe3e178_boris_2nd_order_py":{"hash":"f3316d8350ed16bdb57e065393d8bb12","index":{"nums":[0,1,118,2,1,0,0,0],"html_filename":"d_b9c274c7ffe3e178_boris_2nd_order_py.html","relative_filename":"pySDC/implementations/sweeper_classes/boris_2nd_order.py"}},"d_b9c274c7ffe3e178_explicit_py":{"hash":"955d857b76bbc1360385e69577c60961","index":{"nums":[0,1,46,0,46,0,0,0],"html_filename":"d_b9c274c7ffe3e178_explicit_py.html","relative_filename":"pySDC/implementations/sweeper_classes/explicit.py"}},"d_b9c274c7ffe3e178_generic_implicit_py":{"hash":"2684db9c87198008e70923b32df57d89","index":{"nums":[0,1,47,0,1,0,0,0],"html_filename":"d_b9c274c7ffe3e178_generic_implicit_py.html","relative_filename":"pySDC/implementations/sweeper_classes/generic_implicit.py"}},"d_b9c274c7ffe3e178_generic_implicit_MPI_py":{"hash":"3ae5c88bf9222f01f84cb223cd4095ed","index":{"nums":[0,1,93,3,9,0,0,0],"html_filename":"d_b9c274c7ffe3e178_generic_implicit_MPI_py.html","relative_filename":"pySDC/implementations/sweeper_classes/generic_implicit_MPI.py"}},"d_b9c274c7ffe3e178_imex_1st_order_py":{"hash":"66da7adb0bd5dc1d2ff58a4e7f1d21a2","index":{"nums":[0,1,72,2,1,0,0,0],"html_filename":"d_b9c274c7ffe3e178_imex_1st_order_py.html","relative_filename":"pySDC/implementations/sweeper_classes/imex_1st_order.py"}},"d_b9c274c7ffe3e178_imex_1st_order_MPI_py":{"hash":"62d2861642c3ed7d4a4c5e5c30b2dc12","index":{"nums":[0,1,40,0,2,0,0,0],"html_filename":"d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html","relative_filename":"pySDC/implementations/sweeper_classes/imex_1st_order_MPI.py"}},"d_b9c274c7ffe3e178_imex_1st_order_mass_py":{"hash":"384944618ba0c7ef04f0d50ac6563b72","index":{"nums":[0,1,49,1,2,0,0,0],"html_filename":"d_b9c274c7ffe3e178_imex_1st_order_mass_py.html","relative_filename":"pySDC/implementations/sweeper_classes/imex_1st_order_mass.py"}},"d_b9c274c7ffe3e178_multi_implicit_py":{"hash":"2aafbcd7b9cf2ed057b2da3e76c1eedf","index":{"nums":[0,1,59,0,8,0,0,0],"html_filename":"d_b9c274c7ffe3e178_multi_implicit_py.html","relative_filename":"pySDC/implementations/sweeper_classes/multi_implicit.py"}},"d_b9c274c7ffe3e178_verlet_py":{"hash":"e66d2322cfec21f8e11ba2a42bf4ff5f","index":{"nums":[0,1,73,0,9,0,0,0],"html_filename":"d_b9c274c7ffe3e178_verlet_py.html","relative_filename":"pySDC/implementations/sweeper_classes/verlet.py"}},"d_716c1644203275a5_BaseTransfer_mass_py":{"hash":"427a7c8161d3832d78c30bf1447406ac","index":{"nums":[0,1,84,5,84,0,0,0],"html_filename":"d_716c1644203275a5_BaseTransfer_mass_py.html","relative_filename":"pySDC/implementations/transfer_classes/BaseTransfer_mass.py"}},"d_716c1644203275a5_TransferFenicsMesh_py":{"hash":"d6e1c170c1a2693860c39ea655e39977","index":{"nums":[0,1,31,4,11,0,0,0],"html_filename":"d_716c1644203275a5_TransferFenicsMesh_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferFenicsMesh.py"}},"d_716c1644203275a5_TransferMesh_py":{"hash":"45f6943b3aaa2e6ab06004ff430068d3","index":{"nums":[0,1,145,8,90,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh.py"}},"d_716c1644203275a5_TransferMesh_FFT_py":{"hash":"8f23c0feea0f08c2c581d35b6f7049a2","index":{"nums":[0,1,41,2,41,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_FFT_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_FFT.py"}},"d_716c1644203275a5_TransferMesh_FFT2D_py":{"hash":"8769e8fdaddd221540d83f5847f24f2e","index":{"nums":[0,1,51,2,22,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_FFT2D_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_FFT2D.py"}},"d_716c1644203275a5_TransferMesh_MPIFFT_py":{"hash":"fbb200cc25c2013447e16ecc726af97c","index":{"nums":[0,1,72,2,24,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_MPIFFT_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_MPIFFT.py"}},"d_716c1644203275a5_TransferMesh_NoCoarse_py":{"hash":"ce8bbdd36a284ad441d4d93028285fdb","index":{"nums":[0,1,18,2,4,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_NoCoarse_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_NoCoarse.py"}},"d_716c1644203275a5_TransferPETScDMDA_py":{"hash":"5ab227801ba6819d629d0e636e913777","index":{"nums":[0,1,34,2,16,0,0,0],"html_filename":"d_716c1644203275a5_TransferPETScDMDA_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferPETScDMDA.py"}},"d_716c1644203275a5_TransferParticles_NoCoarse_py":{"hash":"5274d66942ecdcdef28ebce4589e1ad4","index":{"nums":[0,1,22,3,6,0,0,0],"html_filename":"d_716c1644203275a5_TransferParticles_NoCoarse_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferParticles_NoCoarse.py"}},"d_0c21c203c9df60ee_AllenCahn_dump_py":{"hash":"c82e602825f62c587d40ac5724a4f7be","index":{"nums":[0,1,91,0,91,0,0,0],"html_filename":"d_0c21c203c9df60ee_AllenCahn_dump_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/AllenCahn_dump.py"}},"d_0c21c203c9df60ee_AllenCahn_monitor_py":{"hash":"f7b93527662fe02b7f9c91180aedb4d6","index":{"nums":[0,1,68,2,9,0,0,0],"html_filename":"d_0c21c203c9df60ee_AllenCahn_monitor_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/AllenCahn_monitor.py"}},"d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py":{"hash":"3aa5b1beee20502f66fc2244d274d504","index":{"nums":[0,1,122,2,122,0,0,0],"html_filename":"d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/AllenCahn_monitor_and_dump.py"}},"d_0c21c203c9df60ee_run_simple_forcing_benchmark_py":{"hash":"5c50ae1cae46907b987cf20b13200dff","index":{"nums":[0,1,80,11,80,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_simple_forcing_benchmark.py"}},"d_0c21c203c9df60ee_run_simple_forcing_verification_py":{"hash":"780ed4700136102573277c6b1dc92bde","index":{"nums":[0,1,172,12,2,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_simple_forcing_verification_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_simple_forcing_verification.py"}},"d_0c21c203c9df60ee_run_temp_forcing_benchmark_py":{"hash":"39ab8282333dad3bb3f906989cbcda1a","index":{"nums":[0,1,78,10,78,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_benchmark.py"}},"d_0c21c203c9df60ee_run_temp_forcing_realistic_py":{"hash":"1b4545ee017cda0070349b502f606179","index":{"nums":[0,1,74,9,74,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_realistic.py"}},"d_0c21c203c9df60ee_run_temp_forcing_reference_py":{"hash":"073fc300c9e19253d5179f116bfa387e","index":{"nums":[0,1,74,9,74,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_reference_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_reference.py"}},"d_0c21c203c9df60ee_run_temp_forcing_verification_py":{"hash":"1b1b03d32b040a5fb887800de14977ab","index":{"nums":[0,1,109,9,1,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_verification_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_verification.py"}},"d_0c21c203c9df60ee_visualize_py":{"hash":"c9b6d6b367f458d5f08cab4fc8097f00","index":{"nums":[0,1,22,3,22,0,0,0],"html_filename":"d_0c21c203c9df60ee_visualize_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/visualize.py"}},"d_0c21c203c9df60ee_visualize_temp_py":{"hash":"af34cb95bef1a12f1258f3fdcd999d1e","index":{"nums":[0,1,62,9,62,0,0,0],"html_filename":"d_0c21c203c9df60ee_visualize_temp_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/visualize_temp.py"}},"d_73a9842ab7402c4a_PFASST_conv_Linf_py":{"hash":"c709c4eb4fd730afe66b3fd174c51783","index":{"nums":[0,1,157,18,7,0,0,0],"html_filename":"d_73a9842ab7402c4a_PFASST_conv_Linf_py.html","relative_filename":"pySDC/projects/AsympConv/PFASST_conv_Linf.py"}},"d_73a9842ab7402c4a_PFASST_conv_tests_py":{"hash":"7a7bf76e1107013aa65a9e63eebf4827","index":{"nums":[0,1,156,18,0,0,0,0],"html_filename":"d_73a9842ab7402c4a_PFASST_conv_tests_py.html","relative_filename":"pySDC/projects/AsympConv/PFASST_conv_tests.py"}},"d_73a9842ab7402c4a_conv_test_to0_py":{"hash":"8baf6adf8138c4fa66ced0633116eb09","index":{"nums":[0,1,46,3,46,0,0,0],"html_filename":"d_73a9842ab7402c4a_conv_test_to0_py.html","relative_filename":"pySDC/projects/AsympConv/conv_test_to0.py"}},"d_73a9842ab7402c4a_conv_test_toinf_py":{"hash":"808da837ba4ac3eb02b7e14a44bc8a3a","index":{"nums":[0,1,46,5,46,0,0,0],"html_filename":"d_73a9842ab7402c4a_conv_test_toinf_py.html","relative_filename":"pySDC/projects/AsympConv/conv_test_toinf.py"}},"d_73a9842ab7402c4a_smoother_specrad_heatmap_py":{"hash":"8b0dbd7f2e6dc882f9cb548c3dfe6a0d","index":{"nums":[0,1,82,4,82,0,0,0],"html_filename":"d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html","relative_filename":"pySDC/projects/AsympConv/smoother_specrad_heatmap.py"}},"d_0a363dd8c140c711_HookClass_DAE_py":{"hash":"c4f26c51d84b737b4b651b54e1a2a197","index":{"nums":[0,1,20,0,0,0,0,0],"html_filename":"d_0a363dd8c140c711_HookClass_DAE_py.html","relative_filename":"pySDC/projects/DAE/misc/HookClass_DAE.py"}},"d_0a363dd8c140c711_ProblemDAE_py":{"hash":"9fe960107fb000a3c5a9242b5710d72d","index":{"nums":[0,1,18,1,0,0,0,0],"html_filename":"d_0a363dd8c140c711_ProblemDAE_py.html","relative_filename":"pySDC/projects/DAE/misc/ProblemDAE.py"}},"d_0eb34c630be51b75_DiscontinuousTestDAE_py":{"hash":"5d62a170f92d4bd39349ce3be50dc187","index":{"nums":[0,1,42,0,0,0,0,0],"html_filename":"d_0eb34c630be51b75_DiscontinuousTestDAE_py.html","relative_filename":"pySDC/projects/DAE/problems/DiscontinuousTestDAE.py"}},"d_0eb34c630be51b75_WSCC9BusSystem_py":{"hash":"c9050f442318641e70bbf03b5f420da5","index":{"nums":[0,1,216,2,0,0,0,0],"html_filename":"d_0eb34c630be51b75_WSCC9BusSystem_py.html","relative_filename":"pySDC/projects/DAE/problems/WSCC9BusSystem.py"}},"d_0eb34c630be51b75_simple_DAE_py":{"hash":"d264a8333d102b7d1fdb1efdb7f45721","index":{"nums":[0,1,47,0,1,0,0,0],"html_filename":"d_0eb34c630be51b75_simple_DAE_py.html","relative_filename":"pySDC/projects/DAE/problems/simple_DAE.py"}},"d_0eb34c630be51b75_synchronous_machine_py":{"hash":"f3e77c76ee12e707ebb1557e1528bddf","index":{"nums":[0,1,73,0,1,0,0,0],"html_filename":"d_0eb34c630be51b75_synchronous_machine_py.html","relative_filename":"pySDC/projects/DAE/problems/synchronous_machine.py"}},"d_0eb34c630be51b75_transistor_amplifier_py":{"hash":"305a82a73b03470ec2357f5fdba08f01","index":{"nums":[0,1,54,0,2,0,0,0],"html_filename":"d_0eb34c630be51b75_transistor_amplifier_py.html","relative_filename":"pySDC/projects/DAE/problems/transistor_amplifier.py"}},"d_4ef83d310f553371_fully_implicit_dae_playground_py":{"hash":"52a7480d6f446393acaadfb059f83890","index":{"nums":[0,1,50,2,0,0,0,0],"html_filename":"d_4ef83d310f553371_fully_implicit_dae_playground_py.html","relative_filename":"pySDC/projects/DAE/run/fully_implicit_dae_playground.py"}},"d_4ef83d310f553371_run_convergence_test_py":{"hash":"fcf72e3f58909752a538396da11c28bb","index":{"nums":[0,1,61,6,0,0,0,0],"html_filename":"d_4ef83d310f553371_run_convergence_test_py.html","relative_filename":"pySDC/projects/DAE/run/run_convergence_test.py"}},"d_4ef83d310f553371_run_iteration_test_py":{"hash":"99b0f68ff0029e546f5e6aa1d3604f9e","index":{"nums":[0,1,66,6,0,0,0,0],"html_filename":"d_4ef83d310f553371_run_iteration_test_py.html","relative_filename":"pySDC/projects/DAE/run/run_iteration_test.py"}},"d_4ef83d310f553371_synchronous_machine_playground_py":{"hash":"176c5328a0f63e6d52b129ff78d6998f","index":{"nums":[0,1,55,2,0,0,0,0],"html_filename":"d_4ef83d310f553371_synchronous_machine_playground_py.html","relative_filename":"pySDC/projects/DAE/run/synchronous_machine_playground.py"}},"d_15820e38ae7f8080_fully_implicit_DAE_py":{"hash":"2a2f62bac7123ffe6638e967cc419cbe","index":{"nums":[0,1,76,5,2,0,0,0],"html_filename":"d_15820e38ae7f8080_fully_implicit_DAE_py.html","relative_filename":"pySDC/projects/DAE/sweepers/fully_implicit_DAE.py"}},"d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py":{"hash":"8fc11269c623292b5ab975c63cdbb3f1","index":{"nums":[0,1,13,0,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/AcousticAdvection_1D_FD_imex_multiscale.py"}},"d_60ee0c9d7735ef11_HookClass_acoustic_py":{"hash":"81e1ea70f746221f63642e21cf17f19b","index":{"nums":[0,1,12,0,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_HookClass_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/HookClass_acoustic.py"}},"d_60ee0c9d7735ef11_HookClass_boussinesq_py":{"hash":"910071ffa908ea26798b77ef733721e6","index":{"nums":[0,1,11,0,11,0,0,0],"html_filename":"d_60ee0c9d7735ef11_HookClass_boussinesq_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/HookClass_boussinesq.py"}},"d_60ee0c9d7735ef11_plot_dispersion_py":{"hash":"758640b7aa979b26153665c33522c48c","index":{"nums":[0,1,115,8,3,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_dispersion_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_dispersion.py"}},"d_60ee0c9d7735ef11_plot_stab_vs_k_py":{"hash":"a85ec2a12790fccc92c37ea2ab307530","index":{"nums":[0,1,62,13,3,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_stab_vs_k_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_stab_vs_k.py"}},"d_60ee0c9d7735ef11_plot_stability_py":{"hash":"8837873470760a83b61cca24f6c26d57","index":{"nums":[0,1,75,9,4,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_stability_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_stability.py"}},"d_60ee0c9d7735ef11_plot_stifflimit_specrad_py":{"hash":"43364fecc0168558119d00a60b701e94","index":{"nums":[0,1,82,9,4,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_stifflimit_specrad.py"}},"d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py":{"hash":"8ba8ead87180dba257283974497539ed","index":{"nums":[0,1,35,2,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plotgmrescounter_boussinesq.py"}},"d_60ee0c9d7735ef11_runconvergence_acoustic_py":{"hash":"60316a3ce3d70848b7a2727383d7f158","index":{"nums":[0,1,115,3,57,0,0,0],"html_filename":"d_60ee0c9d7735ef11_runconvergence_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/runconvergence_acoustic.py"}},"d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py":{"hash":"29b6d1c1cef97fabc4a65c803ae98f51","index":{"nums":[0,1,112,8,112,0,0,0],"html_filename":"d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/rungmrescounter_boussinesq.py"}},"d_60ee0c9d7735ef11_runitererror_acoustic_py":{"hash":"5ff39e1615f0edfb9f292c5d053ccd51","index":{"nums":[0,1,83,2,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_runitererror_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/runitererror_acoustic.py"}},"d_60ee0c9d7735ef11_runmultiscale_acoustic_py":{"hash":"8a3967ae617d4a6317b7e6bcf3ec5b82","index":{"nums":[0,1,97,2,1,0,0,0],"html_filename":"d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/runmultiscale_acoustic.py"}},"d_f7d64113b0673500_ac_fft_py":{"hash":"ee7b9d2b52dce378bf18224d3e61ff19","index":{"nums":[0,1,50,7,50,0,0,0],"html_filename":"d_f7d64113b0673500_ac_fft_py.html","relative_filename":"pySDC/projects/GPU/ac_fft.py"}},"d_f7d64113b0673500_heat_py":{"hash":"acc73b7ff645f243323f4f1d823ba185","index":{"nums":[0,1,6,55,6,0,0,0],"html_filename":"d_f7d64113b0673500_heat_py.html","relative_filename":"pySDC/projects/GPU/heat.py"}},"d_020efe120a771d8a_fput_py":{"hash":"d07f44de54eff746144b599e3d5d6854","index":{"nums":[0,1,134,2,0,0,0,0],"html_filename":"d_020efe120a771d8a_fput_py.html","relative_filename":"pySDC/projects/Hamiltonian/fput.py"}},"d_020efe120a771d8a_hamiltonian_and_energy_output_py":{"hash":"8e6f9cfd0ff389aed0f02f6c6d9efd32","index":{"nums":[0,1,31,0,0,0,0,0],"html_filename":"d_020efe120a771d8a_hamiltonian_and_energy_output_py.html","relative_filename":"pySDC/projects/Hamiltonian/hamiltonian_and_energy_output.py"}},"d_020efe120a771d8a_hamiltonian_output_py":{"hash":"611a6f25bf736396dea83d3800810a3d","index":{"nums":[0,1,24,0,0,0,0,0],"html_filename":"d_020efe120a771d8a_hamiltonian_output_py.html","relative_filename":"pySDC/projects/Hamiltonian/hamiltonian_output.py"}},"d_020efe120a771d8a_harmonic_oscillator_py":{"hash":"fb77d489b282da9131a7837a93c12fb9","index":{"nums":[0,1,88,2,88,0,0,0],"html_filename":"d_020efe120a771d8a_harmonic_oscillator_py.html","relative_filename":"pySDC/projects/Hamiltonian/harmonic_oscillator.py"}},"d_020efe120a771d8a_simple_problems_py":{"hash":"a2cd7ced9c7a16ccd46adc89c57185c0","index":{"nums":[0,1,128,3,0,0,0,0],"html_filename":"d_020efe120a771d8a_simple_problems_py.html","relative_filename":"pySDC/projects/Hamiltonian/simple_problems.py"}},"d_020efe120a771d8a_solar_system_py":{"hash":"b6f77003f820e96b129dcd0f0ca0ee0b","index":{"nums":[0,1,157,4,7,0,0,0],"html_filename":"d_020efe120a771d8a_solar_system_py.html","relative_filename":"pySDC/projects/Hamiltonian/solar_system.py"}},"d_020efe120a771d8a_stop_at_error_hook_py":{"hash":"4ac6627b6d89378d109981437846c9d0","index":{"nums":[0,1,12,0,12,0,0,0],"html_filename":"d_020efe120a771d8a_stop_at_error_hook_py.html","relative_filename":"pySDC/projects/Hamiltonian/stop_at_error_hook.py"}},"d_74ce84641ea8e5a0_controller_MPI_scorep_py":{"hash":"5e200e2c7e0d298683185aa15324fd36","index":{"nums":[0,1,283,7,283,0,0,0],"html_filename":"d_74ce84641ea8e5a0_controller_MPI_scorep_py.html","relative_filename":"pySDC/projects/Performance/controller_MPI_scorep.py"}},"d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py":{"hash":"ce8b47cece2bef01d569c30f7a24e51b","index":{"nums":[0,1,83,11,83,0,0,0],"html_filename":"d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html","relative_filename":"pySDC/projects/Performance/run_simple_forcing_benchmark.py"}},"d_74ce84641ea8e5a0_visualize_py":{"hash":"519576124b9bdd1cf7a4a3bf5402c59f","index":{"nums":[0,1,41,3,41,0,0,0],"html_filename":"d_74ce84641ea8e5a0_visualize_py.html","relative_filename":"pySDC/projects/Performance/visualize.py"}},"d_66292b4c3b6b9cb6_battery_model_py":{"hash":"dc0078ae31c7b63e883c2fbecbbe93ae","index":{"nums":[0,1,126,28,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_battery_model_py.html","relative_filename":"pySDC/projects/PinTSimE/battery_model.py"}},"d_66292b4c3b6b9cb6_buck_model_py":{"hash":"9a5353e523e8114243a81c68646d6e36","index":{"nums":[0,1,13,2,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_buck_model_py.html","relative_filename":"pySDC/projects/PinTSimE/buck_model.py"}},"d_66292b4c3b6b9cb6_discontinuous_test_ODE_py":{"hash":"f86bc4135beb7d3fb97120a9f1e7b41b","index":{"nums":[0,1,26,2,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html","relative_filename":"pySDC/projects/PinTSimE/discontinuous_test_ODE.py"}},"d_66292b4c3b6b9cb6_estimation_check_py":{"hash":"205e5ada2fdbe6dff5535c0f26f9c349","index":{"nums":[0,1,32,112,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_estimation_check_py.html","relative_filename":"pySDC/projects/PinTSimE/estimation_check.py"}},"d_66292b4c3b6b9cb6_hardcoded_solutions_py":{"hash":"422c7521a77201752fc46559e4afe365","index":{"nums":[0,1,131,1,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_hardcoded_solutions_py.html","relative_filename":"pySDC/projects/PinTSimE/hardcoded_solutions.py"}},"d_66292b4c3b6b9cb6_piline_model_py":{"hash":"e928f0e937dde3102a0aa5d4523078ba","index":{"nums":[0,1,13,2,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_piline_model_py.html","relative_filename":"pySDC/projects/PinTSimE/piline_model.py"}},"d_66292b4c3b6b9cb6_switch_estimator_py":{"hash":"edd3583d52794216d6a336cf879cab9a","index":{"nums":[0,1,106,1,6,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_switch_estimator_py.html","relative_filename":"pySDC/projects/PinTSimE/switch_estimator.py"}},"d_73bf12c1262fa441_equidistant_RDC_py":{"hash":"ee45c2e99c979acdb0490f0273079f60","index":{"nums":[0,1,81,8,6,0,0,0],"html_filename":"d_73bf12c1262fa441_equidistant_RDC_py.html","relative_filename":"pySDC/projects/RDC/equidistant_RDC.py"}},"d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py":{"hash":"ca250ea5d3e6c5ef3e56954f557c6348","index":{"nums":[0,1,63,2,0,0,0,0],"html_filename":"d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html","relative_filename":"pySDC/projects/RDC/vanderpol_MLSDC_PFASST_test.py"}},"d_73bf12c1262fa441_vanderpol_error_test_py":{"hash":"077d3f70e92c74a2c5ce76a9afeb853e","index":{"nums":[0,1,82,3,82,0,0,0],"html_filename":"d_73bf12c1262fa441_vanderpol_error_test_py.html","relative_filename":"pySDC/projects/RDC/vanderpol_error_test.py"}},"d_73bf12c1262fa441_vanderpol_reference_py":{"hash":"7809c275880fc741ab90214b655fd4eb","index":{"nums":[0,1,35,2,35,0,0,0],"html_filename":"d_73bf12c1262fa441_vanderpol_reference_py.html","relative_filename":"pySDC/projects/RDC/vanderpol_reference.py"}},"d_5893b65af8042ae2_FDeigenvalues_py":{"hash":"fc2a809ab4aef727a8a34039b23366be","index":{"nums":[0,1,10,0,0,0,0,0],"html_filename":"d_5893b65af8042ae2_FDeigenvalues_py.html","relative_filename":"pySDC/projects/Resilience/FDeigenvalues.py"}},"d_5893b65af8042ae2_Lorenz_py":{"hash":"661da411b6e1762b4a2138b5bc8a2654","index":{"nums":[0,1,67,14,7,0,0,0],"html_filename":"d_5893b65af8042ae2_Lorenz_py.html","relative_filename":"pySDC/projects/Resilience/Lorenz.py"}},"d_5893b65af8042ae2_Schroedinger_py":{"hash":"89dd2f837fe0c1279616e4c1a2d7c1f7","index":{"nums":[0,1,77,37,14,0,0,0],"html_filename":"d_5893b65af8042ae2_Schroedinger_py.html","relative_filename":"pySDC/projects/Resilience/Schroedinger.py"}},"d_5893b65af8042ae2_accuracy_check_py":{"hash":"0e26db4a8d3b3682f9f3fad35f48e11b","index":{"nums":[0,1,142,7,38,0,0,0],"html_filename":"d_5893b65af8042ae2_accuracy_check_py.html","relative_filename":"pySDC/projects/Resilience/accuracy_check.py"}},"d_5893b65af8042ae2_advection_py":{"hash":"eace70e3a2b82706909813bcfd6e936e","index":{"nums":[0,1,59,17,18,0,0,0],"html_filename":"d_5893b65af8042ae2_advection_py.html","relative_filename":"pySDC/projects/Resilience/advection.py"}},"d_5893b65af8042ae2_collocation_adaptivity_py":{"hash":"a470ff7685494b6744f2a66a9d3923da","index":{"nums":[0,1,132,3,6,0,0,0],"html_filename":"d_5893b65af8042ae2_collocation_adaptivity_py.html","relative_filename":"pySDC/projects/Resilience/collocation_adaptivity.py"}},"d_5893b65af8042ae2_dahlquist_py":{"hash":"34d9c5a8bbc9f42459e702dd6a925bf0","index":{"nums":[0,1,147,12,147,0,0,0],"html_filename":"d_5893b65af8042ae2_dahlquist_py.html","relative_filename":"pySDC/projects/Resilience/dahlquist.py"}},"d_5893b65af8042ae2_extrapolation_within_Q_py":{"hash":"3a044aafbd04044de6f982663d4c882d","index":{"nums":[0,1,53,2,53,0,0,0],"html_filename":"d_5893b65af8042ae2_extrapolation_within_Q_py.html","relative_filename":"pySDC/projects/Resilience/extrapolation_within_Q.py"}},"d_5893b65af8042ae2_fault_injection_py":{"hash":"79699a54bf07d23ab7bd2847da526dc5","index":{"nums":[0,1,183,9,16,0,0,0],"html_filename":"d_5893b65af8042ae2_fault_injection_py.html","relative_filename":"pySDC/projects/Resilience/fault_injection.py"}},"d_5893b65af8042ae2_fault_stats_py":{"hash":"be190473e79f9fb96d70817b130d3866","index":{"nums":[0,1,430,262,179,0,0,0],"html_filename":"d_5893b65af8042ae2_fault_stats_py.html","relative_filename":"pySDC/projects/Resilience/fault_stats.py"}},"d_5893b65af8042ae2_heat_py":{"hash":"96e48bb8630390f845af00db2a145abc","index":{"nums":[0,1,35,8,26,0,0,0],"html_filename":"d_5893b65af8042ae2_heat_py.html","relative_filename":"pySDC/projects/Resilience/heat.py"}},"d_5893b65af8042ae2_hook_py":{"hash":"d1264ca28d8182ce653108d5a9d0b3b0","index":{"nums":[0,1,29,0,9,0,0,0],"html_filename":"d_5893b65af8042ae2_hook_py.html","relative_filename":"pySDC/projects/Resilience/hook.py"}},"d_5893b65af8042ae2_paper_plots_py":{"hash":"bb95393f6693948432aa07315213cdd9","index":{"nums":[0,1,34,207,34,0,0,0],"html_filename":"d_5893b65af8042ae2_paper_plots_py.html","relative_filename":"pySDC/projects/Resilience/paper_plots.py"}},"d_5893b65af8042ae2_piline_py":{"hash":"4ac8c412e82cd6f3d61f6dcc6f0525cb","index":{"nums":[0,1,141,8,19,0,0,0],"html_filename":"d_5893b65af8042ae2_piline_py.html","relative_filename":"pySDC/projects/Resilience/piline.py"}},"d_5893b65af8042ae2_quench_py":{"hash":"666bf1058aef4f33f4a76aaea013efb6","index":{"nums":[0,1,215,73,108,0,0,0],"html_filename":"d_5893b65af8042ae2_quench_py.html","relative_filename":"pySDC/projects/Resilience/quench.py"}},"d_5893b65af8042ae2_strategies_py":{"hash":"587b2b5ff12a57cc0ca412fe44aeece1","index":{"nums":[0,1,572,24,112,0,0,0],"html_filename":"d_5893b65af8042ae2_strategies_py.html","relative_filename":"pySDC/projects/Resilience/strategies.py"}},"d_5893b65af8042ae2_sweepers_py":{"hash":"d99230cf357b5d3b01fd84421032e1f6","index":{"nums":[0,1,103,1,10,0,0,0],"html_filename":"d_5893b65af8042ae2_sweepers_py.html","relative_filename":"pySDC/projects/Resilience/sweepers.py"}},"d_5893b65af8042ae2_vdp_py":{"hash":"edb855c70f0b9798dda83564c2d6c243","index":{"nums":[0,1,193,66,34,0,0,0],"html_filename":"d_5893b65af8042ae2_vdp_py.html","relative_filename":"pySDC/projects/Resilience/vdp.py"}},"d_5893b65af8042ae2_work_precision_py":{"hash":"ec4256b0c304a0c4bd530b4a3c3817fc","index":{"nums":[0,1,335,97,335,0,0,0],"html_filename":"d_5893b65af8042ae2_work_precision_py.html","relative_filename":"pySDC/projects/Resilience/work_precision.py"}},"d_327f90590a9d3ec6_SDC_timing_Fisher_py":{"hash":"f05551d98583c46ac59cfea57b7e32f9","index":{"nums":[0,1,109,11,0,0,0,0],"html_filename":"d_327f90590a9d3ec6_SDC_timing_Fisher_py.html","relative_filename":"pySDC/projects/SDC_showdown/SDC_timing_Fisher.py"}},"d_327f90590a9d3ec6_SDC_timing_GrayScott_py":{"hash":"0ac80078a94070d4b76eb663006193c6","index":{"nums":[0,1,146,11,30,0,0,0],"html_filename":"d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html","relative_filename":"pySDC/projects/SDC_showdown/SDC_timing_GrayScott.py"}},"d_e65ba0b64d945c43_check_data_folder_py":{"hash":"04c2e528e3735b7e260d6b348fe9b532","index":{"nums":[0,1,2,3,2,0,0,0],"html_filename":"d_e65ba0b64d945c43_check_data_folder_py.html","relative_filename":"pySDC/projects/Second_orderSDC/check_data_folder.py"}},"d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py":{"hash":"3fd9727eb6f42ef124532de3dc572633","index":{"nums":[0,1,27,8,0,0,0,0],"html_filename":"d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html","relative_filename":"pySDC/projects/Second_orderSDC/dampedharmonic_oscillator_run_stability.py"}},"d_e65ba0b64d945c43_penningtrap_HookClass_py":{"hash":"499e6b8552c5bae61d6b28b3043643a1","index":{"nums":[0,1,19,24,0,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_HookClass_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_HookClass.py"}},"d_e65ba0b64d945c43_penningtrap_Simulation_py":{"hash":"12e2d8b0bd78dc25fe479eb95b86fcf6","index":{"nums":[0,1,212,257,24,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_Simulation_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_Simulation.py"}},"d_e65ba0b64d945c43_penningtrap_params_py":{"hash":"53daf51fc6cd8b10401c92222a97cf79","index":{"nums":[0,1,27,0,0,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_params_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_params.py"}},"d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py":{"hash":"6e92a3beb4f05b6319406d6ab9b62e10","index":{"nums":[0,1,10,69,10,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_run_Hamiltonian_error.py"}},"d_e65ba0b64d945c43_penningtrap_run_error_py":{"hash":"2712d794c51137a37a65d0d60aeddaf6","index":{"nums":[0,1,2,8,2,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_run_error_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_run_error.py"}},"d_e65ba0b64d945c43_penningtrap_run_work_precision_py":{"hash":"30b2a85254f7841e465d66ec48f7a75e","index":{"nums":[0,1,3,8,3,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_run_work_precision.py"}},"d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py":{"hash":"b03d0f0cc571a7119bedc6290f3143a2","index":{"nums":[0,1,184,9,10,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html","relative_filename":"pySDC/projects/TOMS/AllenCahn_contracting_circle.py"}},"d_cf9ddae6e6f0d80b_AllenCahn_monitor_py":{"hash":"549f87e5507b0655373e5e600188c4d1","index":{"nums":[0,1,35,0,0,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html","relative_filename":"pySDC/projects/TOMS/AllenCahn_monitor.py"}},"d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py":{"hash":"73ea0319549aa6cad39135bd9fc35f98","index":{"nums":[0,1,83,11,83,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html","relative_filename":"pySDC/projects/TOMS/pySDC_with_PETSc.py"}},"d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py":{"hash":"b79cceb4a5bc2aefed920d43e71e0e06","index":{"nums":[0,1,93,4,1,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html","relative_filename":"pySDC/projects/TOMS/visualize_pySDC_with_PETSc.py"}},"d_3a331a23ecfeca1c_compression_convergence_controller_py":{"hash":"88b077a5fabaaa73e79db34783a920c4","index":{"nums":[0,1,23,0,0,0,0,0],"html_filename":"d_3a331a23ecfeca1c_compression_convergence_controller_py.html","relative_filename":"pySDC/projects/compression/compression_convergence_controller.py"}},"d_3a331a23ecfeca1c_order_py":{"hash":"fa9229a86cbf0f0eb9ce456363ea8ceb","index":{"nums":[0,1,79,3,18,0,0,0],"html_filename":"d_3a331a23ecfeca1c_order_py.html","relative_filename":"pySDC/projects/compression/order.py"}},"d_ecd017d7b94a3306_compare_to_matrixbased_py":{"hash":"9428f9c18bd2e9793af7e4d796979fb8","index":{"nums":[0,1,142,26,0,0,0,0],"html_filename":"d_ecd017d7b94a3306_compare_to_matrixbased_py.html","relative_filename":"pySDC/projects/matrixPFASST/compare_to_matrixbased.py"}},"d_ecd017d7b94a3306_compare_to_propagator_py":{"hash":"66a73369e354003ea0ea4b3c1da97809","index":{"nums":[0,1,135,26,0,0,0,0],"html_filename":"d_ecd017d7b94a3306_compare_to_propagator_py.html","relative_filename":"pySDC/projects/matrixPFASST/compare_to_propagator.py"}},"d_ecd017d7b94a3306_controller_matrix_nonMPI_py":{"hash":"0335aefc5e93285a007e879e67c465f8","index":{"nums":[0,1,183,0,4,0,0,0],"html_filename":"d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html","relative_filename":"pySDC/projects/matrixPFASST/controller_matrix_nonMPI.py"}},"d_7b436a2656aaf131_AllenCahn_parallel_py":{"hash":"194dda4f37a708a6b9924607ee3e3060","index":{"nums":[0,1,112,17,17,0,0,0],"html_filename":"d_7b436a2656aaf131_AllenCahn_parallel_py.html","relative_filename":"pySDC/projects/parallelSDC/AllenCahn_parallel.py"}},"d_7b436a2656aaf131_BaseTransfer_MPI_py":{"hash":"52cd71fc524392b2d233c4c3f1a51e6b","index":{"nums":[0,1,94,6,80,0,0,0],"html_filename":"d_7b436a2656aaf131_BaseTransfer_MPI_py.html","relative_filename":"pySDC/projects/parallelSDC/BaseTransfer_MPI.py"}},"d_7b436a2656aaf131_ErrReductionHook_py":{"hash":"3ed026e924d6efa5e61c82098bb8c3c3","index":{"nums":[0,1,25,0,0,0,0,0],"html_filename":"d_7b436a2656aaf131_ErrReductionHook_py.html","relative_filename":"pySDC/projects/parallelSDC/ErrReductionHook.py"}},"d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py":{"hash":"9fc1402ab5133e285894761640d16d5e","index":{"nums":[0,1,12,0,0,0,0,0],"html_filename":"d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html","relative_filename":"pySDC/projects/parallelSDC/GeneralizedFisher_1D_FD_implicit_Jac.py"}},"d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py":{"hash":"7bc6bed68ccc9dbf4f64badd36d885b1","index":{"nums":[0,1,14,0,14,0,0,0],"html_filename":"d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html","relative_filename":"pySDC/projects/parallelSDC/Van_der_Pol_implicit_Jac.py"}},"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py":{"hash":"96f0400220ffe4007a8661dd4e85c9c5","index":{"nums":[0,1,37,0,1,0,0,0],"html_filename":"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html","relative_filename":"pySDC/projects/parallelSDC/linearized_implicit_fixed_parallel.py"}},"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py":{"hash":"5c2afeccdc589ed90f17c608f3686ef5","index":{"nums":[0,1,10,0,1,0,0,0],"html_filename":"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html","relative_filename":"pySDC/projects/parallelSDC/linearized_implicit_fixed_parallel_prec.py"}},"d_7b436a2656aaf131_linearized_implicit_parallel_py":{"hash":"db223cd3103c835a2372f96df69446df","index":{"nums":[0,1,37,0,1,0,0,0],"html_filename":"d_7b436a2656aaf131_linearized_implicit_parallel_py.html","relative_filename":"pySDC/projects/parallelSDC/linearized_implicit_parallel.py"}},"d_7b436a2656aaf131_minimization_py":{"hash":"7a2b37c0ea44f274b4b957a3a96b6854","index":{"nums":[0,1,48,2,48,0,0,0],"html_filename":"d_7b436a2656aaf131_minimization_py.html","relative_filename":"pySDC/projects/parallelSDC/minimization.py"}},"d_7b436a2656aaf131_newton_vs_sdc_py":{"hash":"fc0a8303a4b91bd92e01492f91200126","index":{"nums":[0,1,97,2,0,0,0,0],"html_filename":"d_7b436a2656aaf131_newton_vs_sdc_py.html","relative_filename":"pySDC/projects/parallelSDC/newton_vs_sdc.py"}},"d_7b436a2656aaf131_nonlinear_playground_py":{"hash":"1631e836fb8c5db5dee27275234d4201","index":{"nums":[0,1,106,2,0,0,0,0],"html_filename":"d_7b436a2656aaf131_nonlinear_playground_py.html","relative_filename":"pySDC/projects/parallelSDC/nonlinear_playground.py"}},"d_7b436a2656aaf131_preconditioner_playground_py":{"hash":"60c6c220de7ca97ceef11c228c6399a6","index":{"nums":[0,1,142,8,4,0,0,0],"html_filename":"d_7b436a2656aaf131_preconditioner_playground_py.html","relative_filename":"pySDC/projects/parallelSDC/preconditioner_playground.py"}},"d_7b436a2656aaf131_preconditioner_playground_MPI_py":{"hash":"ca06df46bf494859246693ccf1c842a2","index":{"nums":[0,1,139,10,4,0,0,0],"html_filename":"d_7b436a2656aaf131_preconditioner_playground_MPI_py.html","relative_filename":"pySDC/projects/parallelSDC/preconditioner_playground_MPI.py"}},"d_064a9f2a35945611_FaultHooks_py":{"hash":"30ebef77f2326a3116e807f1edc1008a","index":{"nums":[0,1,20,0,0,0,0,0],"html_filename":"d_064a9f2a35945611_FaultHooks_py.html","relative_filename":"pySDC/projects/soft_failure/FaultHooks.py"}},"d_064a9f2a35945611_generate_statistics_py":{"hash":"f633ccb0418a99fd7323f4d14b080a56","index":{"nums":[0,1,199,16,49,0,0,0],"html_filename":"d_064a9f2a35945611_generate_statistics_py.html","relative_filename":"pySDC/projects/soft_failure/generate_statistics.py"}},"d_064a9f2a35945611_implicit_sweeper_faults_py":{"hash":"aa57afdfc9ea3e3580a6275a86ae63b9","index":{"nums":[0,1,144,0,5,0,0,0],"html_filename":"d_064a9f2a35945611_implicit_sweeper_faults_py.html","relative_filename":"pySDC/projects/soft_failure/implicit_sweeper_faults.py"}},"d_064a9f2a35945611_visualization_helper_py":{"hash":"42503abb7715e2570dcd624ab1931f83","index":{"nums":[0,1,54,0,0,0,0,0],"html_filename":"d_064a9f2a35945611_visualization_helper_py.html","relative_filename":"pySDC/projects/soft_failure/visualization_helper.py"}},"d_a8a430cd9834ab6a_A_spatial_problem_setup_py":{"hash":"2217665c983f844e6bbbb0e504edd3d8","index":{"nums":[0,1,21,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html","relative_filename":"pySDC/tutorial/step_1/A_spatial_problem_setup.py"}},"d_a8a430cd9834ab6a_B_spatial_accuracy_check_py":{"hash":"7571221d81cec43b1b00c722df579715","index":{"nums":[0,1,81,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html","relative_filename":"pySDC/tutorial/step_1/B_spatial_accuracy_check.py"}},"d_a8a430cd9834ab6a_C_collocation_problem_setup_py":{"hash":"8f5680642f28285112e713b87e7302ce","index":{"nums":[0,1,26,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html","relative_filename":"pySDC/tutorial/step_1/C_collocation_problem_setup.py"}},"d_a8a430cd9834ab6a_D_collocation_accuracy_check_py":{"hash":"e6e0232614e17747937d0042754af3e3","index":{"nums":[0,1,85,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html","relative_filename":"pySDC/tutorial/step_1/D_collocation_accuracy_check.py"}},"d_1ee527a4b5236415_A_step_data_structure_py":{"hash":"608feaf41e715c45e55b7ab1d3fe4610","index":{"nums":[0,1,38,2,0,0,0,0],"html_filename":"d_1ee527a4b5236415_A_step_data_structure_py.html","relative_filename":"pySDC/tutorial/step_2/A_step_data_structure.py"}},"d_1ee527a4b5236415_B_my_first_sweeper_py":{"hash":"aaa0a508ca7381101104c7fa6e72deb2","index":{"nums":[0,1,54,2,0,0,0,0],"html_filename":"d_1ee527a4b5236415_B_my_first_sweeper_py.html","relative_filename":"pySDC/tutorial/step_2/B_my_first_sweeper.py"}},"d_1ee527a4b5236415_C_using_pySDCs_frontend_py":{"hash":"0cd282b28784f44dd8eef8be594021c3","index":{"nums":[0,1,43,2,0,0,0,0],"html_filename":"d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html","relative_filename":"pySDC/tutorial/step_2/C_using_pySDCs_frontend.py"}},"d_a25a81841eb75b92_A_getting_statistics_py":{"hash":"786cb24bf8290ae117e295c015b6df41","index":{"nums":[0,1,54,2,0,0,0,0],"html_filename":"d_a25a81841eb75b92_A_getting_statistics_py.html","relative_filename":"pySDC/tutorial/step_3/A_getting_statistics.py"}},"d_a25a81841eb75b92_B_adding_statistics_py":{"hash":"0ffb90cce4d2f4cbec66c5d45d18543f","index":{"nums":[0,1,55,2,0,0,0,0],"html_filename":"d_a25a81841eb75b92_B_adding_statistics_py.html","relative_filename":"pySDC/tutorial/step_3/B_adding_statistics.py"}},"d_a25a81841eb75b92_C_study_collocations_py":{"hash":"455f5871415b87d705da206675a86d8a","index":{"nums":[0,1,63,2,0,0,0,0],"html_filename":"d_a25a81841eb75b92_C_study_collocations_py.html","relative_filename":"pySDC/tutorial/step_3/C_study_collocations.py"}},"d_a25a81841eb75b92_HookClass_Particles_py":{"hash":"aa1dd35f6a23b80e1affed32481c232f","index":{"nums":[0,1,49,0,0,0,0,0],"html_filename":"d_a25a81841eb75b92_HookClass_Particles_py.html","relative_filename":"pySDC/tutorial/step_3/HookClass_Particles.py"}},"d_99cdae9889c0cdaf_A_spatial_transfer_operators_py":{"hash":"ec8353e9d018a3714741681a5d34d008","index":{"nums":[0,1,45,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html","relative_filename":"pySDC/tutorial/step_4/A_spatial_transfer_operators.py"}},"d_99cdae9889c0cdaf_B_multilevel_hierarchy_py":{"hash":"335dca2087cc8525d7e732ade92405a2","index":{"nums":[0,1,43,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html","relative_filename":"pySDC/tutorial/step_4/B_multilevel_hierarchy.py"}},"d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py":{"hash":"94ed4c49a98fe4931d3cc1b7b2bc2f09","index":{"nums":[0,1,80,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html","relative_filename":"pySDC/tutorial/step_4/C_SDC_vs_MLSDC.py"}},"d_99cdae9889c0cdaf_D_MLSDC_with_particles_py":{"hash":"2620d957070eb6a00d993f737ab53234","index":{"nums":[0,1,78,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html","relative_filename":"pySDC/tutorial/step_4/D_MLSDC_with_particles.py"}},"d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py":{"hash":"233e646e5479526536d221292eaf5f26","index":{"nums":[0,1,11,0,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html","relative_filename":"pySDC/tutorial/step_4/PenningTrap_3D_coarse.py"}},"d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py":{"hash":"c904ef1348c3e9f738f9144c72e697fe","index":{"nums":[0,1,32,10,0,0,0,0],"html_filename":"d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html","relative_filename":"pySDC/tutorial/step_5/A_multistep_multilevel_hierarchy.py"}},"d_a2aef498bf4ac071_B_my_first_PFASST_run_py":{"hash":"7d244638d8f2d6bac578b52eb136cfc6","index":{"nums":[0,1,72,10,0,0,0,0],"html_filename":"d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html","relative_filename":"pySDC/tutorial/step_5/B_my_first_PFASST_run.py"}},"d_a2aef498bf4ac071_C_advection_and_PFASST_py":{"hash":"d498abc3a341dc22897dc27133a783aa","index":{"nums":[0,1,81,10,0,0,0,0],"html_filename":"d_a2aef498bf4ac071_C_advection_and_PFASST_py.html","relative_filename":"pySDC/tutorial/step_5/C_advection_and_PFASST.py"}},"d_a1e8f71763f68ddb_A_run_non_MPI_controller_py":{"hash":"530f65c964cb8c54efa1341d5a415a80","index":{"nums":[0,1,97,3,0,0,0,0],"html_filename":"d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html","relative_filename":"pySDC/tutorial/step_6/A_run_non_MPI_controller.py"}},"d_a1e8f71763f68ddb_B_odd_temporal_distribution_py":{"hash":"2aecdf0552f601d0fe8a10545c5bbf2b","index":{"nums":[0,1,3,2,0,0,0,0],"html_filename":"d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html","relative_filename":"pySDC/tutorial/step_6/B_odd_temporal_distribution.py"}},"d_a1e8f71763f68ddb_C_MPI_parallelization_py":{"hash":"e32e19eb1ec923eb5367a07b7e794449","index":{"nums":[0,1,30,3,1,0,0,0],"html_filename":"d_a1e8f71763f68ddb_C_MPI_parallelization_py.html","relative_filename":"pySDC/tutorial/step_6/C_MPI_parallelization.py"}},"d_a1e8f71763f68ddb_playground_parallelization_py":{"hash":"5592bf23c129e7223ecc5f57034d0315","index":{"nums":[0,1,6,36,6,0,0,0],"html_filename":"d_a1e8f71763f68ddb_playground_parallelization_py.html","relative_filename":"pySDC/tutorial/step_6/playground_parallelization.py"}},"d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py":{"hash":"b8c651f820a63a09805b78914ad8cf06","index":{"nums":[0,1,102,3,0,0,0,0],"html_filename":"d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html","relative_filename":"pySDC/tutorial/step_7/A_pySDC_with_FEniCS.py"}},"d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py":{"hash":"ee5fe7368004483e8a7a2bd479f4ee9a","index":{"nums":[0,1,88,6,0,0,0,0],"html_filename":"d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html","relative_filename":"pySDC/tutorial/step_7/B_pySDC_with_mpi4pyfft.py"}},"d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py":{"hash":"e629a5808714d659d053b8fe4abb62e2","index":{"nums":[0,1,95,11,3,0,0,0],"html_filename":"d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html","relative_filename":"pySDC/tutorial/step_7/C_pySDC_with_PETSc.py"}},"d_37e09edbaf161c0a_A_visualize_residuals_py":{"hash":"4884b82ba292d16f35614c0cbd537738","index":{"nums":[0,1,32,2,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_A_visualize_residuals_py.html","relative_filename":"pySDC/tutorial/step_8/A_visualize_residuals.py"}},"d_37e09edbaf161c0a_B_multistep_SDC_py":{"hash":"f50a787eea87a839c960630125326fbf","index":{"nums":[0,1,98,2,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_B_multistep_SDC_py.html","relative_filename":"pySDC/tutorial/step_8/B_multistep_SDC.py"}},"d_37e09edbaf161c0a_C_iteration_estimator_py":{"hash":"ef03afc5c2d573369b81cc4c70067c9e","index":{"nums":[0,1,179,21,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_C_iteration_estimator_py.html","relative_filename":"pySDC/tutorial/step_8/C_iteration_estimator.py"}},"d_37e09edbaf161c0a_HookClass_error_output_py":{"hash":"d6a94a4621e378cfe3bb66c0bbfe87ec","index":{"nums":[0,1,30,0,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_HookClass_error_output_py.html","relative_filename":"pySDC/tutorial/step_8/HookClass_error_output.py"}}}}
\ No newline at end of file
+{"format":2,"version":"7.3.2","globals":"8af80b6f66ae9bb4b930ccda334b2efd","files":{"d_8d0d803e4e125e5c_BaseTransfer_py":{"hash":"679defdbef19f7374792a4946bd8c8b0","index":{"nums":[0,1,103,5,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_BaseTransfer_py.html","relative_filename":"pySDC/core/BaseTransfer.py"}},"d_8d0d803e4e125e5c_Collocation_py":{"hash":"27ab296fba119208aa15295293aad4b9","index":{"nums":[0,1,84,5,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Collocation_py.html","relative_filename":"pySDC/core/Collocation.py"}},"d_8d0d803e4e125e5c_Common_py":{"hash":"b5e6784d9dcb980e61da5caf62ef754b","index":{"nums":[0,1,23,4,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Common_py.html","relative_filename":"pySDC/core/Common.py"}},"d_8d0d803e4e125e5c_Controller_py":{"hash":"5fc0a68e993cb544942ab1acc65c9aac","index":{"nums":[0,1,164,3,3,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Controller_py.html","relative_filename":"pySDC/core/Controller.py"}},"d_8d0d803e4e125e5c_ConvergenceController_py":{"hash":"494dcec336bf4ad3af83b9c77dae3e0c","index":{"nums":[0,1,99,20,11,0,0,0],"html_filename":"d_8d0d803e4e125e5c_ConvergenceController_py.html","relative_filename":"pySDC/core/ConvergenceController.py"}},"d_8d0d803e4e125e5c_Errors_py":{"hash":"93ec874a431d050bef317af1601fb90c","index":{"nums":[0,1,9,13,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Errors_py.html","relative_filename":"pySDC/core/Errors.py"}},"d_8d0d803e4e125e5c_Hooks_py":{"hash":"6a54695f2e485ba2de6a279d6b38c9b0","index":{"nums":[0,1,54,0,1,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Hooks_py.html","relative_filename":"pySDC/core/Hooks.py"}},"d_8d0d803e4e125e5c_Lagrange_py":{"hash":"4abd4b12b807523d9a8bbc6e272742cc","index":{"nums":[0,1,63,7,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Lagrange_py.html","relative_filename":"pySDC/core/Lagrange.py"}},"d_8d0d803e4e125e5c_Level_py":{"hash":"23e147211ba5d66c2699d87b235cec8c","index":{"nums":[0,1,64,2,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Level_py.html","relative_filename":"pySDC/core/Level.py"}},"d_8d0d803e4e125e5c_Nodes_py":{"hash":"ec7f4dc086a5a3e67433ae6388f48d16","index":{"nums":[0,1,78,4,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Nodes_py.html","relative_filename":"pySDC/core/Nodes.py"}},"d_8d0d803e4e125e5c_Problem_py":{"hash":"2d822e049875fd4b490f0e97cdf4b4f8","index":{"nums":[0,1,36,6,1,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Problem_py.html","relative_filename":"pySDC/core/Problem.py"}},"d_8d0d803e4e125e5c_SpaceTransfer_py":{"hash":"d5aacf71585dd8302a6c15832b78bca4","index":{"nums":[0,1,19,2,0,0,0,0],"html_filename":"d_8d0d803e4e125e5c_SpaceTransfer_py.html","relative_filename":"pySDC/core/SpaceTransfer.py"}},"d_8d0d803e4e125e5c_Step_py":{"hash":"7ae49bd7d13de827ff8327ef36b4e6d5","index":{"nums":[0,1,117,7,4,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Step_py.html","relative_filename":"pySDC/core/Step.py"}},"d_8d0d803e4e125e5c_Sweeper_py":{"hash":"cc4728263dc7ca3b2db2fbd027ee7392","index":{"nums":[0,1,215,10,46,0,0,0],"html_filename":"d_8d0d803e4e125e5c_Sweeper_py.html","relative_filename":"pySDC/core/Sweeper.py"}},"d_41564483689e14fd_plot_helper_py":{"hash":"db715519526226f95e11aebae104fda8","index":{"nums":[0,1,33,11,2,0,0,0],"html_filename":"d_41564483689e14fd_plot_helper_py.html","relative_filename":"pySDC/helpers/plot_helper.py"}},"d_41564483689e14fd_problem_helper_py":{"hash":"48e5e702ed79d938664de1b1dbbb7d03","index":{"nums":[0,1,102,5,3,0,0,0],"html_filename":"d_41564483689e14fd_problem_helper_py.html","relative_filename":"pySDC/helpers/problem_helper.py"}},"d_41564483689e14fd_pysdc_helper_py":{"hash":"01dc22354b51ebe9994e269629c00918","index":{"nums":[0,1,9,1,0,0,0,0],"html_filename":"d_41564483689e14fd_pysdc_helper_py.html","relative_filename":"pySDC/helpers/pysdc_helper.py"}},"d_41564483689e14fd_setup_helper_py":{"hash":"8a9dd1b0e0346a29b434c8617ec83012","index":{"nums":[0,1,19,2,0,0,0,0],"html_filename":"d_41564483689e14fd_setup_helper_py.html","relative_filename":"pySDC/helpers/setup_helper.py"}},"d_41564483689e14fd_stats_helper_py":{"hash":"331838a82fdd8ec37c479e38db39c1dd","index":{"nums":[0,1,35,1,0,0,0,0],"html_filename":"d_41564483689e14fd_stats_helper_py.html","relative_filename":"pySDC/helpers/stats_helper.py"}},"d_41564483689e14fd_transfer_helper_py":{"hash":"25f4c73d96e584ef4e644885c5e5b595","index":{"nums":[0,1,142,0,33,0,0,0],"html_filename":"d_41564483689e14fd_transfer_helper_py.html","relative_filename":"pySDC/helpers/transfer_helper.py"}},"d_41564483689e14fd_visualization_tools_py":{"hash":"e3aaafde8b227afae340d2c4ba27bbfe","index":{"nums":[0,1,40,0,0,0,0,0],"html_filename":"d_41564483689e14fd_visualization_tools_py.html","relative_filename":"pySDC/helpers/visualization_tools.py"}},"d_d6839539e65473f5_controller_MPI_py":{"hash":"e8c9cd6b82addd5d1040d98db1da6bc4","index":{"nums":[0,1,384,7,149,0,0,0],"html_filename":"d_d6839539e65473f5_controller_MPI_py.html","relative_filename":"pySDC/implementations/controller_classes/controller_MPI.py"}},"d_d6839539e65473f5_controller_nonMPI_py":{"hash":"cfbbd52809198b3d4fac2bf7b4313551","index":{"nums":[0,1,295,13,4,0,0,0],"html_filename":"d_d6839539e65473f5_controller_nonMPI_py.html","relative_filename":"pySDC/implementations/controller_classes/controller_nonMPI.py"}},"d_c28af68f8f845bbd_adaptive_collocation_py":{"hash":"0e075f70f06a0544d9d135ba4cf66302","index":{"nums":[0,1,79,4,1,0,0,0],"html_filename":"d_c28af68f8f845bbd_adaptive_collocation_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/adaptive_collocation.py"}},"d_c28af68f8f845bbd_adaptivity_py":{"hash":"9a3c40ae95c6e7eced9dfb3bd309a18d","index":{"nums":[0,1,254,12,14,0,0,0],"html_filename":"d_c28af68f8f845bbd_adaptivity_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/adaptivity.py"}},"d_c28af68f8f845bbd_basic_restarting_py":{"hash":"3bd1d6b8d32952184c40bf61acef8fcf","index":{"nums":[0,1,101,4,3,0,0,0],"html_filename":"d_c28af68f8f845bbd_basic_restarting_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/basic_restarting.py"}},"d_c28af68f8f845bbd_check_convergence_py":{"hash":"7b3dd427ef2d3a434e040006d28cb265","index":{"nums":[0,1,57,1,8,0,0,0],"html_filename":"d_c28af68f8f845bbd_check_convergence_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/check_convergence.py"}},"d_c28af68f8f845bbd_check_iteration_estimator_py":{"hash":"659a03e01f749be98775270726756aa4","index":{"nums":[0,1,43,1,1,0,0,0],"html_filename":"d_c28af68f8f845bbd_check_iteration_estimator_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/check_iteration_estimator.py"}},"d_c28af68f8f845bbd_crash_py":{"hash":"d47cae71dde88941b60c8959827c0293","index":{"nums":[0,1,44,4,1,0,0,0],"html_filename":"d_c28af68f8f845bbd_crash_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/crash.py"}},"d_c28af68f8f845bbd_estimate_contraction_factor_py":{"hash":"75b6a0ffe00fa912ecab27dde4e6ad9c","index":{"nums":[0,1,32,0,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_contraction_factor_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_contraction_factor.py"}},"d_c28af68f8f845bbd_estimate_embedded_error_py":{"hash":"5922711f43968c3441f66ca9ebb41e82","index":{"nums":[0,1,122,4,22,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_embedded_error_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_embedded_error.py"}},"d_c28af68f8f845bbd_estimate_extrapolation_error_py":{"hash":"e1f259860c695f141284ced750f08bf9","index":{"nums":[0,1,167,8,4,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_extrapolation_error_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_extrapolation_error.py"}},"d_c28af68f8f845bbd_estimate_polynomial_error_py":{"hash":"cc552d915b7d3f3a281404ad5956fe84","index":{"nums":[0,1,74,3,2,0,0,0],"html_filename":"d_c28af68f8f845bbd_estimate_polynomial_error_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py"}},"d_c28af68f8f845bbd_hotrod_py":{"hash":"c32ef979258155fe99f17874c8e79571","index":{"nums":[0,1,38,3,3,0,0,0],"html_filename":"d_c28af68f8f845bbd_hotrod_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/hotrod.py"}},"d_c28af68f8f845bbd_inexactness_py":{"hash":"46f01f852ce68934f1eba127a4b4e179","index":{"nums":[0,1,24,1,2,0,0,0],"html_filename":"d_c28af68f8f845bbd_inexactness_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/inexactness.py"}},"d_c28af68f8f845bbd_interpolate_between_restarts_py":{"hash":"5104f6ba7535ccb6238c5ba6057373f4","index":{"nums":[0,1,41,0,2,0,0,0],"html_filename":"d_c28af68f8f845bbd_interpolate_between_restarts_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/interpolate_between_restarts.py"}},"d_c28af68f8f845bbd_spread_step_sizes_py":{"hash":"586e96058f65ece809d23a54b5cf0efb","index":{"nums":[0,1,61,1,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_spread_step_sizes_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/spread_step_sizes.py"}},"d_c28af68f8f845bbd_step_size_limiter_py":{"hash":"5562900ce436ef9332f98a982d0133cf","index":{"nums":[0,1,40,2,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_step_size_limiter_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/step_size_limiter.py"}},"d_c28af68f8f845bbd_store_uold_py":{"hash":"0c7d38fdd19e322995e5519318817265","index":{"nums":[0,1,11,1,0,0,0,0],"html_filename":"d_c28af68f8f845bbd_store_uold_py.html","relative_filename":"pySDC/implementations/convergence_controller_classes/store_uold.py"}},"d_3017878c2b4bc866_cupy_mesh_py":{"hash":"b49bddeba985676d9244b4504d0d3236","index":{"nums":[0,1,68,3,68,0,0,0],"html_filename":"d_3017878c2b4bc866_cupy_mesh_py.html","relative_filename":"pySDC/implementations/datatype_classes/cupy_mesh.py"}},"d_3017878c2b4bc866_fenics_mesh_py":{"hash":"9de2ed79d2b73d14daf3710ecd9e6ea8","index":{"nums":[0,1,55,8,0,0,0,0],"html_filename":"d_3017878c2b4bc866_fenics_mesh_py.html","relative_filename":"pySDC/implementations/datatype_classes/fenics_mesh.py"}},"d_3017878c2b4bc866_mesh_py":{"hash":"19149453e7dea9a7de0f33e47680109b","index":{"nums":[0,1,68,3,4,0,0,0],"html_filename":"d_3017878c2b4bc866_mesh_py.html","relative_filename":"pySDC/implementations/datatype_classes/mesh.py"}},"d_3017878c2b4bc866_particles_py":{"hash":"b3d56791f0aca8d3201e2070d8f8e9e1","index":{"nums":[0,1,112,15,23,0,0,0],"html_filename":"d_3017878c2b4bc866_particles_py.html","relative_filename":"pySDC/implementations/datatype_classes/particles.py"}},"d_3017878c2b4bc866_petsc_vec_py":{"hash":"bdee751ee9232532369f8f3a3a7d04f8","index":{"nums":[0,1,40,2,2,0,0,0],"html_filename":"d_3017878c2b4bc866_petsc_vec_py.html","relative_filename":"pySDC/implementations/datatype_classes/petsc_vec.py"}},"d_1f4fced1df9318f0_default_hook_py":{"hash":"5c33b3468f2c7833eab95a8ac7ee088c","index":{"nums":[0,1,93,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_default_hook_py.html","relative_filename":"pySDC/implementations/hooks/default_hook.py"}},"d_1f4fced1df9318f0_log_embedded_error_estimate_py":{"hash":"b609956a1aa325a3968bd90b95c35d6b","index":{"nums":[0,1,20,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_embedded_error_estimate_py.html","relative_filename":"pySDC/implementations/hooks/log_embedded_error_estimate.py"}},"d_1f4fced1df9318f0_log_errors_py":{"hash":"7fcf78a13dd40607932871ae57a3f386","index":{"nums":[0,1,50,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_errors_py.html","relative_filename":"pySDC/implementations/hooks/log_errors.py"}},"d_1f4fced1df9318f0_log_extrapolated_error_estimate_py":{"hash":"3077e250082e5acb32ac247d45919fe9","index":{"nums":[0,1,6,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_extrapolated_error_estimate_py.html","relative_filename":"pySDC/implementations/hooks/log_extrapolated_error_estimate.py"}},"d_1f4fced1df9318f0_log_restarts_py":{"hash":"9d929feb6ef6b8d4f4c644b3aae0989f","index":{"nums":[0,1,6,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_restarts_py.html","relative_filename":"pySDC/implementations/hooks/log_restarts.py"}},"d_1f4fced1df9318f0_log_solution_py":{"hash":"4ecc6b20596f0e3e324238b45182337c","index":{"nums":[0,1,13,0,4,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_solution_py.html","relative_filename":"pySDC/implementations/hooks/log_solution.py"}},"d_1f4fced1df9318f0_log_step_size_py":{"hash":"65c6d8e6dc1016c6fa7337e1b92a74d0","index":{"nums":[0,1,6,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_step_size_py.html","relative_filename":"pySDC/implementations/hooks/log_step_size.py"}},"d_1f4fced1df9318f0_log_work_py":{"hash":"22524f37d80ff8220b071ab81c41c04f","index":{"nums":[0,1,12,0,0,0,0,0],"html_filename":"d_1f4fced1df9318f0_log_work_py.html","relative_filename":"pySDC/implementations/hooks/log_work.py"}},"d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py":{"hash":"37de1d57a996bb415f916ae54b3033f2","index":{"nums":[0,1,52,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_AcousticAdvection_1D_FD_imex_py.html","relative_filename":"pySDC/implementations/problem_classes/AcousticAdvection_1D_FD_imex.py"}},"d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py":{"hash":"39b36fddcf005d0521b9898a4a235eac","index":{"nums":[0,1,63,3,0,0,0,0],"html_filename":"d_91faa57f8583c837_AdvectionDiffusionEquation_1D_FFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AdvectionDiffusionEquation_1D_FFT.py"}},"d_91faa57f8583c837_AdvectionEquation_ND_FD_py":{"hash":"7911c5ce117dfcf909e1f242ea282d4f","index":{"nums":[0,1,24,2,8,0,0,0],"html_filename":"d_91faa57f8583c837_AdvectionEquation_ND_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/AdvectionEquation_ND_FD.py"}},"d_91faa57f8583c837_AllenCahn_1D_FD_py":{"hash":"f50388d40f4ab1cd8dde01d76299554c","index":{"nums":[0,1,223,8,10,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_1D_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_1D_FD.py"}},"d_91faa57f8583c837_AllenCahn_2D_FD_py":{"hash":"ac132d98afc4f21db19f856cd22a2dd3","index":{"nums":[0,1,213,8,17,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FD.py"}},"d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py":{"hash":"5bd27789ce319af39f35ade9c6afb9d6","index":{"nums":[0,1,130,74,130,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FD_gpu_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FD_gpu.py"}},"d_91faa57f8583c837_AllenCahn_2D_FFT_py":{"hash":"ad785ecb520c5f42e5607b94dda818f2","index":{"nums":[0,1,72,5,72,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FFT.py"}},"d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py":{"hash":"f83b2fdf57ec9f0e920a8d53d5834fb6","index":{"nums":[0,1,24,56,24,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_2D_FFT_gpu_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_2D_FFT_gpu.py"}},"d_91faa57f8583c837_AllenCahn_MPIFFT_py":{"hash":"3e2e4f41974ea6e48b46665112ad6982","index":{"nums":[0,1,131,3,26,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_MPIFFT.py"}},"d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py":{"hash":"92a16ce048972bf6611f778184fe7cee","index":{"nums":[0,1,123,3,23,0,0,0],"html_filename":"d_91faa57f8583c837_AllenCahn_Temp_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/AllenCahn_Temp_MPIFFT.py"}},"d_91faa57f8583c837_Auzinger_implicit_py":{"hash":"6e47fafe19723c59e38bf56512d05fe7","index":{"nums":[0,1,38,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_Auzinger_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/Auzinger_implicit.py"}},"d_91faa57f8583c837_Battery_py":{"hash":"c64e34c53fd0fcceec5430272b72dc6f","index":{"nums":[0,1,166,4,6,0,0,0],"html_filename":"d_91faa57f8583c837_Battery_py.html","relative_filename":"pySDC/implementations/problem_classes/Battery.py"}},"d_91faa57f8583c837_Boussinesq_2D_FD_imex_py":{"hash":"e375da87a61452a7482f826aa0da6aaf","index":{"nums":[0,1,67,1,67,0,0,0],"html_filename":"d_91faa57f8583c837_Boussinesq_2D_FD_imex_py.html","relative_filename":"pySDC/implementations/problem_classes/Boussinesq_2D_FD_imex.py"}},"d_91faa57f8583c837_BuckConverter_py":{"hash":"562336d49319aee0d29b402ebcbc2021","index":{"nums":[0,1,47,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_BuckConverter_py.html","relative_filename":"pySDC/implementations/problem_classes/BuckConverter.py"}},"d_91faa57f8583c837_DiscontinuousTestODE_py":{"hash":"a4e8e72e792af6e42bbe7e294ec86be7","index":{"nums":[0,1,74,2,0,0,0,0],"html_filename":"d_91faa57f8583c837_DiscontinuousTestODE_py.html","relative_filename":"pySDC/implementations/problem_classes/DiscontinuousTestODE.py"}},"d_91faa57f8583c837_FastWaveSlowWave_0D_py":{"hash":"8fbaf678816ee13933221b8e8b97d322","index":{"nums":[0,1,40,0,0,0,0,0],"html_filename":"d_91faa57f8583c837_FastWaveSlowWave_0D_py.html","relative_filename":"pySDC/implementations/problem_classes/FastWaveSlowWave_0D.py"}},"d_91faa57f8583c837_FermiPastaUlamTsingou_py":{"hash":"8cc16e43d89ad00e381155874fcc5d15","index":{"nums":[0,1,40,1,1,0,0,0],"html_filename":"d_91faa57f8583c837_FermiPastaUlamTsingou_py.html","relative_filename":"pySDC/implementations/problem_classes/FermiPastaUlamTsingou.py"}},"d_91faa57f8583c837_FullSolarSystem_py":{"hash":"f4e72ed28345ae6af1c0ad0b13307c87","index":{"nums":[0,1,43,0,0,0,0,0],"html_filename":"d_91faa57f8583c837_FullSolarSystem_py.html","relative_filename":"pySDC/implementations/problem_classes/FullSolarSystem.py"}},"d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py":{"hash":"97373678a22e3d10a1a252c968170b8e","index":{"nums":[0,1,57,3,2,0,0,0],"html_filename":"d_91faa57f8583c837_GeneralizedFisher_1D_FD_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/GeneralizedFisher_1D_FD_implicit.py"}},"d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py":{"hash":"37d41b2dbf83895da8679e1a50636be3","index":{"nums":[0,1,243,1,2,0,0,0],"html_filename":"d_91faa57f8583c837_GeneralizedFisher_1D_PETSc_py.html","relative_filename":"pySDC/implementations/problem_classes/GeneralizedFisher_1D_PETSc.py"}},"d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py":{"hash":"5512770dfd24645c10447053c69a8cef","index":{"nums":[0,1,85,2,85,0,0,0],"html_filename":"d_91faa57f8583c837_GrayScott_1D_FEniCS_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/GrayScott_1D_FEniCS_implicit.py"}},"d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py":{"hash":"dfade0b831c49029a23a241836e78636","index":{"nums":[0,1,305,1,2,0,0,0],"html_filename":"d_91faa57f8583c837_GrayScott_2D_PETSc_periodic_py.html","relative_filename":"pySDC/implementations/problem_classes/GrayScott_2D_PETSc_periodic.py"}},"d_91faa57f8583c837_GrayScott_MPIFFT_py":{"hash":"195d5c7e1850aee850cdfb60e514c0f9","index":{"nums":[0,1,280,4,280,0,0,0],"html_filename":"d_91faa57f8583c837_GrayScott_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/GrayScott_MPIFFT.py"}},"d_91faa57f8583c837_HarmonicOscillator_py":{"hash":"092c8be136cbbeeb629916d7a1e3bbfc","index":{"nums":[0,1,51,3,15,0,0,0],"html_filename":"d_91faa57f8583c837_HarmonicOscillator_py.html","relative_filename":"pySDC/implementations/problem_classes/HarmonicOscillator.py"}},"d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py":{"hash":"019f88f839698f65e337c366bb38a4fb","index":{"nums":[0,1,73,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_1D_FEniCS_matrix_forced_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_1D_FEniCS_matrix_forced.py"}},"d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py":{"hash":"2c367f7af86f173ed490542b88c58f02","index":{"nums":[0,1,124,2,57,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_1D_FEniCS_weak_forced_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_1D_FEniCS_weak_forced.py"}},"d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py":{"hash":"be0106d686c7aeb88792718d74491b25","index":{"nums":[0,1,90,2,0,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_2D_PETSc_forced_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_2D_PETSc_forced.py"}},"d_91faa57f8583c837_HeatEquation_ND_FD_py":{"hash":"f44100dea16d91447113efddd771b8a0","index":{"nums":[0,1,58,0,20,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_ND_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_ND_FD.py"}},"d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py":{"hash":"02e5b8a1e9f10b4cf9f7f3afda9ff0b8","index":{"nums":[0,1,26,82,26,0,0,0],"html_filename":"d_91faa57f8583c837_HeatEquation_ND_FD_CuPy_py.html","relative_filename":"pySDC/implementations/problem_classes/HeatEquation_ND_FD_CuPy.py"}},"d_91faa57f8583c837_HenonHeiles_py":{"hash":"339f694b731817156f43938b42f7eb71","index":{"nums":[0,1,31,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_HenonHeiles_py.html","relative_filename":"pySDC/implementations/problem_classes/HenonHeiles.py"}},"d_91faa57f8583c837_LogisticEquation_py":{"hash":"6a1b91edffbd3c59a961cd683e8c9546","index":{"nums":[0,1,40,2,20,0,0,0],"html_filename":"d_91faa57f8583c837_LogisticEquation_py.html","relative_filename":"pySDC/implementations/problem_classes/LogisticEquation.py"}},"d_91faa57f8583c837_Lorenz_py":{"hash":"958f3b04353a1a1553603838adb3372c","index":{"nums":[0,1,54,2,3,0,0,0],"html_filename":"d_91faa57f8583c837_Lorenz_py.html","relative_filename":"pySDC/implementations/problem_classes/Lorenz.py"}},"d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py":{"hash":"dc14d5d5ce55d34c0bfe89fcac9d7623","index":{"nums":[0,1,110,4,5,0,0,0],"html_filename":"d_91faa57f8583c837_NonlinearSchroedinger_MPIFFT_py.html","relative_filename":"pySDC/implementations/problem_classes/NonlinearSchroedinger_MPIFFT.py"}},"d_91faa57f8583c837_OuterSolarSystem_py":{"hash":"c58e07242a3206e4723ce3152863e251","index":{"nums":[0,1,58,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_OuterSolarSystem_py.html","relative_filename":"pySDC/implementations/problem_classes/OuterSolarSystem.py"}},"d_91faa57f8583c837_PenningTrap_3D_py":{"hash":"4ce562c7759325a01d57695329e87810","index":{"nums":[0,1,120,4,10,0,0,0],"html_filename":"d_91faa57f8583c837_PenningTrap_3D_py.html","relative_filename":"pySDC/implementations/problem_classes/PenningTrap_3D.py"}},"d_91faa57f8583c837_Piline_py":{"hash":"90dc6bacee0cda22d6a16b270938bcc3","index":{"nums":[0,1,44,2,0,0,0,0],"html_filename":"d_91faa57f8583c837_Piline_py.html","relative_filename":"pySDC/implementations/problem_classes/Piline.py"}},"d_91faa57f8583c837_Quench_py":{"hash":"5f69eb7c0531870226790c78b7100e19","index":{"nums":[0,1,152,8,36,0,0,0],"html_filename":"d_91faa57f8583c837_Quench_py.html","relative_filename":"pySDC/implementations/problem_classes/Quench.py"}},"d_91faa57f8583c837_TestEquation_0D_py":{"hash":"acf225b13acd05656f92859e71e5592e","index":{"nums":[0,1,41,1,0,0,0,0],"html_filename":"d_91faa57f8583c837_TestEquation_0D_py.html","relative_filename":"pySDC/implementations/problem_classes/TestEquation_0D.py"}},"d_91faa57f8583c837_Van_der_Pol_implicit_py":{"hash":"8e7178a1735b7b88dfee56786b81c551","index":{"nums":[0,1,57,2,2,0,0,0],"html_filename":"d_91faa57f8583c837_Van_der_Pol_implicit_py.html","relative_filename":"pySDC/implementations/problem_classes/Van_der_Pol_implicit.py"}},"d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py":{"hash":"467a3274c0bf9b638e629c7caacaa07f","index":{"nums":[0,1,85,2,85,0,0,0],"html_filename":"d_91faa57f8583c837_VorticityVelocity_2D_FEniCS_periodic_py.html","relative_filename":"pySDC/implementations/problem_classes/VorticityVelocity_2D_FEniCS_periodic.py"}},"d_c032a2f084ee6f96_buildFDMatrix_py":{"hash":"de1f0fe64c78df8beb8b053f316c8b77","index":{"nums":[0,1,145,0,89,0,0,0],"html_filename":"d_c032a2f084ee6f96_buildFDMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/acoustic_helpers/buildFDMatrix.py"}},"d_c032a2f084ee6f96_buildWave1DMatrix_py":{"hash":"de100d9a7852319c85b8e55378734edd","index":{"nums":[0,1,28,0,6,0,0,0],"html_filename":"d_c032a2f084ee6f96_buildWave1DMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/acoustic_helpers/buildWave1DMatrix.py"}},"d_c032a2f084ee6f96_standard_integrators_py":{"hash":"522c0c6ed96650584bf16bea335eb324","index":{"nums":[0,1,259,0,11,0,0,0],"html_filename":"d_c032a2f084ee6f96_standard_integrators_py.html","relative_filename":"pySDC/implementations/problem_classes/acoustic_helpers/standard_integrators.py"}},"d_850829697a149033_build2DFDMatrix_py":{"hash":"13dc630820804abc849ef9ba8ca011bb","index":{"nums":[0,1,59,0,59,0,0,0],"html_filename":"d_850829697a149033_build2DFDMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/build2DFDMatrix.py"}},"d_850829697a149033_buildBoussinesq2DMatrix_py":{"hash":"feace82f4a241545b5f95f840b96a6af","index":{"nums":[0,1,34,0,34,0,0,0],"html_filename":"d_850829697a149033_buildBoussinesq2DMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/buildBoussinesq2DMatrix.py"}},"d_850829697a149033_buildFDMatrix_py":{"hash":"5d12f9534fad2a03810f31aa06a86d3c","index":{"nums":[0,1,129,2,129,0,0,0],"html_filename":"d_850829697a149033_buildFDMatrix_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/buildFDMatrix.py"}},"d_850829697a149033_helper_classes_py":{"hash":"ee455db9d3c4698a012d8d9b08585250","index":{"nums":[0,1,19,0,19,0,0,0],"html_filename":"d_850829697a149033_helper_classes_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/helper_classes.py"}},"d_850829697a149033_standard_integrators_py":{"hash":"acf657c536b111512c52f58f2c12e15f","index":{"nums":[0,1,394,0,394,0,0,0],"html_filename":"d_850829697a149033_standard_integrators_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/standard_integrators.py"}},"d_850829697a149033_unflatten_py":{"hash":"40b25aa2d0363ed8d89f6d304d27c1df","index":{"nums":[0,1,7,0,7,0,0,0],"html_filename":"d_850829697a149033_unflatten_py.html","relative_filename":"pySDC/implementations/problem_classes/boussinesq_helpers/unflatten.py"}},"d_91faa57f8583c837_generic_ND_FD_py":{"hash":"9c2190acd2fa595f704f86fca9b8ae7f","index":{"nums":[0,1,72,10,4,0,0,0],"html_filename":"d_91faa57f8583c837_generic_ND_FD_py.html","relative_filename":"pySDC/implementations/problem_classes/generic_ND_FD.py"}},"d_91faa57f8583c837_nonlinear_ODE_1_py":{"hash":"a1b3a1e98407d97a4abe5c85eb17987a","index":{"nums":[0,1,41,1,2,0,0,0],"html_filename":"d_91faa57f8583c837_nonlinear_ODE_1_py.html","relative_filename":"pySDC/implementations/problem_classes/nonlinear_ODE_1.py"}},"d_91faa57f8583c837_polynomial_test_problem_py":{"hash":"b298f9585b65d6236778fdcbabe3f946","index":{"nums":[0,1,29,1,1,0,0,0],"html_filename":"d_91faa57f8583c837_polynomial_test_problem_py.html","relative_filename":"pySDC/implementations/problem_classes/polynomial_test_problem.py"}},"d_b9c274c7ffe3e178_Multistep_py":{"hash":"b5513e088a9b008cc4c41ec06c6079fe","index":{"nums":[0,1,83,1,4,0,0,0],"html_filename":"d_b9c274c7ffe3e178_Multistep_py.html","relative_filename":"pySDC/implementations/sweeper_classes/Multistep.py"}},"d_b9c274c7ffe3e178_Runge_Kutta_py":{"hash":"89b7e83f3c45fb514634e673750f1b26","index":{"nums":[0,1,363,18,19,0,0,0],"html_filename":"d_b9c274c7ffe3e178_Runge_Kutta_py.html","relative_filename":"pySDC/implementations/sweeper_classes/Runge_Kutta.py"}},"d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py":{"hash":"46bf3ff5c12b02b2f6d22a2d5a9043ee","index":{"nums":[0,1,89,2,2,0,0,0],"html_filename":"d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html","relative_filename":"pySDC/implementations/sweeper_classes/Runge_Kutta_Nystrom.py"}},"d_b9c274c7ffe3e178_boris_2nd_order_py":{"hash":"f3316d8350ed16bdb57e065393d8bb12","index":{"nums":[0,1,118,2,1,0,0,0],"html_filename":"d_b9c274c7ffe3e178_boris_2nd_order_py.html","relative_filename":"pySDC/implementations/sweeper_classes/boris_2nd_order.py"}},"d_b9c274c7ffe3e178_explicit_py":{"hash":"955d857b76bbc1360385e69577c60961","index":{"nums":[0,1,46,0,46,0,0,0],"html_filename":"d_b9c274c7ffe3e178_explicit_py.html","relative_filename":"pySDC/implementations/sweeper_classes/explicit.py"}},"d_b9c274c7ffe3e178_generic_implicit_py":{"hash":"2684db9c87198008e70923b32df57d89","index":{"nums":[0,1,47,0,1,0,0,0],"html_filename":"d_b9c274c7ffe3e178_generic_implicit_py.html","relative_filename":"pySDC/implementations/sweeper_classes/generic_implicit.py"}},"d_b9c274c7ffe3e178_generic_implicit_MPI_py":{"hash":"3ae5c88bf9222f01f84cb223cd4095ed","index":{"nums":[0,1,93,3,9,0,0,0],"html_filename":"d_b9c274c7ffe3e178_generic_implicit_MPI_py.html","relative_filename":"pySDC/implementations/sweeper_classes/generic_implicit_MPI.py"}},"d_b9c274c7ffe3e178_imex_1st_order_py":{"hash":"66da7adb0bd5dc1d2ff58a4e7f1d21a2","index":{"nums":[0,1,72,2,1,0,0,0],"html_filename":"d_b9c274c7ffe3e178_imex_1st_order_py.html","relative_filename":"pySDC/implementations/sweeper_classes/imex_1st_order.py"}},"d_b9c274c7ffe3e178_imex_1st_order_MPI_py":{"hash":"62d2861642c3ed7d4a4c5e5c30b2dc12","index":{"nums":[0,1,40,0,2,0,0,0],"html_filename":"d_b9c274c7ffe3e178_imex_1st_order_MPI_py.html","relative_filename":"pySDC/implementations/sweeper_classes/imex_1st_order_MPI.py"}},"d_b9c274c7ffe3e178_imex_1st_order_mass_py":{"hash":"384944618ba0c7ef04f0d50ac6563b72","index":{"nums":[0,1,49,1,2,0,0,0],"html_filename":"d_b9c274c7ffe3e178_imex_1st_order_mass_py.html","relative_filename":"pySDC/implementations/sweeper_classes/imex_1st_order_mass.py"}},"d_b9c274c7ffe3e178_multi_implicit_py":{"hash":"2aafbcd7b9cf2ed057b2da3e76c1eedf","index":{"nums":[0,1,59,0,8,0,0,0],"html_filename":"d_b9c274c7ffe3e178_multi_implicit_py.html","relative_filename":"pySDC/implementations/sweeper_classes/multi_implicit.py"}},"d_b9c274c7ffe3e178_verlet_py":{"hash":"e66d2322cfec21f8e11ba2a42bf4ff5f","index":{"nums":[0,1,73,0,9,0,0,0],"html_filename":"d_b9c274c7ffe3e178_verlet_py.html","relative_filename":"pySDC/implementations/sweeper_classes/verlet.py"}},"d_716c1644203275a5_BaseTransfer_mass_py":{"hash":"427a7c8161d3832d78c30bf1447406ac","index":{"nums":[0,1,84,5,84,0,0,0],"html_filename":"d_716c1644203275a5_BaseTransfer_mass_py.html","relative_filename":"pySDC/implementations/transfer_classes/BaseTransfer_mass.py"}},"d_716c1644203275a5_TransferFenicsMesh_py":{"hash":"d6e1c170c1a2693860c39ea655e39977","index":{"nums":[0,1,31,4,11,0,0,0],"html_filename":"d_716c1644203275a5_TransferFenicsMesh_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferFenicsMesh.py"}},"d_716c1644203275a5_TransferMesh_py":{"hash":"45f6943b3aaa2e6ab06004ff430068d3","index":{"nums":[0,1,145,8,90,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh.py"}},"d_716c1644203275a5_TransferMesh_FFT_py":{"hash":"8f23c0feea0f08c2c581d35b6f7049a2","index":{"nums":[0,1,41,2,41,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_FFT_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_FFT.py"}},"d_716c1644203275a5_TransferMesh_FFT2D_py":{"hash":"8769e8fdaddd221540d83f5847f24f2e","index":{"nums":[0,1,51,2,22,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_FFT2D_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_FFT2D.py"}},"d_716c1644203275a5_TransferMesh_MPIFFT_py":{"hash":"fbb200cc25c2013447e16ecc726af97c","index":{"nums":[0,1,72,2,24,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_MPIFFT_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_MPIFFT.py"}},"d_716c1644203275a5_TransferMesh_NoCoarse_py":{"hash":"ce8bbdd36a284ad441d4d93028285fdb","index":{"nums":[0,1,18,2,4,0,0,0],"html_filename":"d_716c1644203275a5_TransferMesh_NoCoarse_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferMesh_NoCoarse.py"}},"d_716c1644203275a5_TransferPETScDMDA_py":{"hash":"5ab227801ba6819d629d0e636e913777","index":{"nums":[0,1,34,2,16,0,0,0],"html_filename":"d_716c1644203275a5_TransferPETScDMDA_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferPETScDMDA.py"}},"d_716c1644203275a5_TransferParticles_NoCoarse_py":{"hash":"5274d66942ecdcdef28ebce4589e1ad4","index":{"nums":[0,1,22,3,6,0,0,0],"html_filename":"d_716c1644203275a5_TransferParticles_NoCoarse_py.html","relative_filename":"pySDC/implementations/transfer_classes/TransferParticles_NoCoarse.py"}},"d_0c21c203c9df60ee_AllenCahn_dump_py":{"hash":"c82e602825f62c587d40ac5724a4f7be","index":{"nums":[0,1,91,0,91,0,0,0],"html_filename":"d_0c21c203c9df60ee_AllenCahn_dump_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/AllenCahn_dump.py"}},"d_0c21c203c9df60ee_AllenCahn_monitor_py":{"hash":"f7b93527662fe02b7f9c91180aedb4d6","index":{"nums":[0,1,68,2,9,0,0,0],"html_filename":"d_0c21c203c9df60ee_AllenCahn_monitor_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/AllenCahn_monitor.py"}},"d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py":{"hash":"3aa5b1beee20502f66fc2244d274d504","index":{"nums":[0,1,122,2,122,0,0,0],"html_filename":"d_0c21c203c9df60ee_AllenCahn_monitor_and_dump_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/AllenCahn_monitor_and_dump.py"}},"d_0c21c203c9df60ee_run_simple_forcing_benchmark_py":{"hash":"5c50ae1cae46907b987cf20b13200dff","index":{"nums":[0,1,80,11,80,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_simple_forcing_benchmark_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_simple_forcing_benchmark.py"}},"d_0c21c203c9df60ee_run_simple_forcing_verification_py":{"hash":"780ed4700136102573277c6b1dc92bde","index":{"nums":[0,1,172,12,2,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_simple_forcing_verification_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_simple_forcing_verification.py"}},"d_0c21c203c9df60ee_run_temp_forcing_benchmark_py":{"hash":"39ab8282333dad3bb3f906989cbcda1a","index":{"nums":[0,1,78,10,78,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_benchmark_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_benchmark.py"}},"d_0c21c203c9df60ee_run_temp_forcing_realistic_py":{"hash":"1b4545ee017cda0070349b502f606179","index":{"nums":[0,1,74,9,74,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_realistic_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_realistic.py"}},"d_0c21c203c9df60ee_run_temp_forcing_reference_py":{"hash":"073fc300c9e19253d5179f116bfa387e","index":{"nums":[0,1,74,9,74,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_reference_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_reference.py"}},"d_0c21c203c9df60ee_run_temp_forcing_verification_py":{"hash":"1b1b03d32b040a5fb887800de14977ab","index":{"nums":[0,1,109,9,1,0,0,0],"html_filename":"d_0c21c203c9df60ee_run_temp_forcing_verification_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/run_temp_forcing_verification.py"}},"d_0c21c203c9df60ee_visualize_py":{"hash":"c9b6d6b367f458d5f08cab4fc8097f00","index":{"nums":[0,1,22,3,22,0,0,0],"html_filename":"d_0c21c203c9df60ee_visualize_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/visualize.py"}},"d_0c21c203c9df60ee_visualize_temp_py":{"hash":"af34cb95bef1a12f1258f3fdcd999d1e","index":{"nums":[0,1,62,9,62,0,0,0],"html_filename":"d_0c21c203c9df60ee_visualize_temp_py.html","relative_filename":"pySDC/projects/AllenCahn_Bayreuth/visualize_temp.py"}},"d_73a9842ab7402c4a_PFASST_conv_Linf_py":{"hash":"c709c4eb4fd730afe66b3fd174c51783","index":{"nums":[0,1,157,18,7,0,0,0],"html_filename":"d_73a9842ab7402c4a_PFASST_conv_Linf_py.html","relative_filename":"pySDC/projects/AsympConv/PFASST_conv_Linf.py"}},"d_73a9842ab7402c4a_PFASST_conv_tests_py":{"hash":"7a7bf76e1107013aa65a9e63eebf4827","index":{"nums":[0,1,156,18,0,0,0,0],"html_filename":"d_73a9842ab7402c4a_PFASST_conv_tests_py.html","relative_filename":"pySDC/projects/AsympConv/PFASST_conv_tests.py"}},"d_73a9842ab7402c4a_conv_test_to0_py":{"hash":"8baf6adf8138c4fa66ced0633116eb09","index":{"nums":[0,1,46,3,46,0,0,0],"html_filename":"d_73a9842ab7402c4a_conv_test_to0_py.html","relative_filename":"pySDC/projects/AsympConv/conv_test_to0.py"}},"d_73a9842ab7402c4a_conv_test_toinf_py":{"hash":"808da837ba4ac3eb02b7e14a44bc8a3a","index":{"nums":[0,1,46,5,46,0,0,0],"html_filename":"d_73a9842ab7402c4a_conv_test_toinf_py.html","relative_filename":"pySDC/projects/AsympConv/conv_test_toinf.py"}},"d_73a9842ab7402c4a_smoother_specrad_heatmap_py":{"hash":"8b0dbd7f2e6dc882f9cb548c3dfe6a0d","index":{"nums":[0,1,82,4,82,0,0,0],"html_filename":"d_73a9842ab7402c4a_smoother_specrad_heatmap_py.html","relative_filename":"pySDC/projects/AsympConv/smoother_specrad_heatmap.py"}},"d_0a363dd8c140c711_HookClass_DAE_py":{"hash":"c4f26c51d84b737b4b651b54e1a2a197","index":{"nums":[0,1,20,0,0,0,0,0],"html_filename":"d_0a363dd8c140c711_HookClass_DAE_py.html","relative_filename":"pySDC/projects/DAE/misc/HookClass_DAE.py"}},"d_0a363dd8c140c711_ProblemDAE_py":{"hash":"9fe960107fb000a3c5a9242b5710d72d","index":{"nums":[0,1,18,1,0,0,0,0],"html_filename":"d_0a363dd8c140c711_ProblemDAE_py.html","relative_filename":"pySDC/projects/DAE/misc/ProblemDAE.py"}},"d_0eb34c630be51b75_DiscontinuousTestDAE_py":{"hash":"5d62a170f92d4bd39349ce3be50dc187","index":{"nums":[0,1,42,0,0,0,0,0],"html_filename":"d_0eb34c630be51b75_DiscontinuousTestDAE_py.html","relative_filename":"pySDC/projects/DAE/problems/DiscontinuousTestDAE.py"}},"d_0eb34c630be51b75_WSCC9BusSystem_py":{"hash":"c9050f442318641e70bbf03b5f420da5","index":{"nums":[0,1,216,2,0,0,0,0],"html_filename":"d_0eb34c630be51b75_WSCC9BusSystem_py.html","relative_filename":"pySDC/projects/DAE/problems/WSCC9BusSystem.py"}},"d_0eb34c630be51b75_simple_DAE_py":{"hash":"d264a8333d102b7d1fdb1efdb7f45721","index":{"nums":[0,1,47,0,1,0,0,0],"html_filename":"d_0eb34c630be51b75_simple_DAE_py.html","relative_filename":"pySDC/projects/DAE/problems/simple_DAE.py"}},"d_0eb34c630be51b75_synchronous_machine_py":{"hash":"f3e77c76ee12e707ebb1557e1528bddf","index":{"nums":[0,1,73,0,1,0,0,0],"html_filename":"d_0eb34c630be51b75_synchronous_machine_py.html","relative_filename":"pySDC/projects/DAE/problems/synchronous_machine.py"}},"d_0eb34c630be51b75_transistor_amplifier_py":{"hash":"305a82a73b03470ec2357f5fdba08f01","index":{"nums":[0,1,54,0,2,0,0,0],"html_filename":"d_0eb34c630be51b75_transistor_amplifier_py.html","relative_filename":"pySDC/projects/DAE/problems/transistor_amplifier.py"}},"d_4ef83d310f553371_fully_implicit_dae_playground_py":{"hash":"52a7480d6f446393acaadfb059f83890","index":{"nums":[0,1,50,2,0,0,0,0],"html_filename":"d_4ef83d310f553371_fully_implicit_dae_playground_py.html","relative_filename":"pySDC/projects/DAE/run/fully_implicit_dae_playground.py"}},"d_4ef83d310f553371_run_convergence_test_py":{"hash":"fcf72e3f58909752a538396da11c28bb","index":{"nums":[0,1,61,6,0,0,0,0],"html_filename":"d_4ef83d310f553371_run_convergence_test_py.html","relative_filename":"pySDC/projects/DAE/run/run_convergence_test.py"}},"d_4ef83d310f553371_run_iteration_test_py":{"hash":"99b0f68ff0029e546f5e6aa1d3604f9e","index":{"nums":[0,1,66,6,0,0,0,0],"html_filename":"d_4ef83d310f553371_run_iteration_test_py.html","relative_filename":"pySDC/projects/DAE/run/run_iteration_test.py"}},"d_4ef83d310f553371_synchronous_machine_playground_py":{"hash":"176c5328a0f63e6d52b129ff78d6998f","index":{"nums":[0,1,55,2,0,0,0,0],"html_filename":"d_4ef83d310f553371_synchronous_machine_playground_py.html","relative_filename":"pySDC/projects/DAE/run/synchronous_machine_playground.py"}},"d_15820e38ae7f8080_fully_implicit_DAE_py":{"hash":"2a2f62bac7123ffe6638e967cc419cbe","index":{"nums":[0,1,76,5,2,0,0,0],"html_filename":"d_15820e38ae7f8080_fully_implicit_DAE_py.html","relative_filename":"pySDC/projects/DAE/sweepers/fully_implicit_DAE.py"}},"d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py":{"hash":"8fc11269c623292b5ab975c63cdbb3f1","index":{"nums":[0,1,13,0,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_AcousticAdvection_1D_FD_imex_multiscale_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/AcousticAdvection_1D_FD_imex_multiscale.py"}},"d_60ee0c9d7735ef11_HookClass_acoustic_py":{"hash":"81e1ea70f746221f63642e21cf17f19b","index":{"nums":[0,1,12,0,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_HookClass_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/HookClass_acoustic.py"}},"d_60ee0c9d7735ef11_HookClass_boussinesq_py":{"hash":"910071ffa908ea26798b77ef733721e6","index":{"nums":[0,1,11,0,11,0,0,0],"html_filename":"d_60ee0c9d7735ef11_HookClass_boussinesq_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/HookClass_boussinesq.py"}},"d_60ee0c9d7735ef11_plot_dispersion_py":{"hash":"758640b7aa979b26153665c33522c48c","index":{"nums":[0,1,115,8,3,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_dispersion_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_dispersion.py"}},"d_60ee0c9d7735ef11_plot_stab_vs_k_py":{"hash":"a85ec2a12790fccc92c37ea2ab307530","index":{"nums":[0,1,62,13,3,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_stab_vs_k_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_stab_vs_k.py"}},"d_60ee0c9d7735ef11_plot_stability_py":{"hash":"8837873470760a83b61cca24f6c26d57","index":{"nums":[0,1,75,9,4,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_stability_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_stability.py"}},"d_60ee0c9d7735ef11_plot_stifflimit_specrad_py":{"hash":"43364fecc0168558119d00a60b701e94","index":{"nums":[0,1,82,9,4,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plot_stifflimit_specrad_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plot_stifflimit_specrad.py"}},"d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py":{"hash":"8ba8ead87180dba257283974497539ed","index":{"nums":[0,1,35,2,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_plotgmrescounter_boussinesq_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/plotgmrescounter_boussinesq.py"}},"d_60ee0c9d7735ef11_runconvergence_acoustic_py":{"hash":"60316a3ce3d70848b7a2727383d7f158","index":{"nums":[0,1,115,3,57,0,0,0],"html_filename":"d_60ee0c9d7735ef11_runconvergence_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/runconvergence_acoustic.py"}},"d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py":{"hash":"29b6d1c1cef97fabc4a65c803ae98f51","index":{"nums":[0,1,112,8,112,0,0,0],"html_filename":"d_60ee0c9d7735ef11_rungmrescounter_boussinesq_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/rungmrescounter_boussinesq.py"}},"d_60ee0c9d7735ef11_runitererror_acoustic_py":{"hash":"5ff39e1615f0edfb9f292c5d053ccd51","index":{"nums":[0,1,83,2,0,0,0,0],"html_filename":"d_60ee0c9d7735ef11_runitererror_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/runitererror_acoustic.py"}},"d_60ee0c9d7735ef11_runmultiscale_acoustic_py":{"hash":"8a3967ae617d4a6317b7e6bcf3ec5b82","index":{"nums":[0,1,97,2,1,0,0,0],"html_filename":"d_60ee0c9d7735ef11_runmultiscale_acoustic_py.html","relative_filename":"pySDC/projects/FastWaveSlowWave/runmultiscale_acoustic.py"}},"d_f7d64113b0673500_ac_fft_py":{"hash":"ee7b9d2b52dce378bf18224d3e61ff19","index":{"nums":[0,1,50,7,50,0,0,0],"html_filename":"d_f7d64113b0673500_ac_fft_py.html","relative_filename":"pySDC/projects/GPU/ac_fft.py"}},"d_f7d64113b0673500_heat_py":{"hash":"acc73b7ff645f243323f4f1d823ba185","index":{"nums":[0,1,6,55,6,0,0,0],"html_filename":"d_f7d64113b0673500_heat_py.html","relative_filename":"pySDC/projects/GPU/heat.py"}},"d_020efe120a771d8a_fput_py":{"hash":"d07f44de54eff746144b599e3d5d6854","index":{"nums":[0,1,134,2,0,0,0,0],"html_filename":"d_020efe120a771d8a_fput_py.html","relative_filename":"pySDC/projects/Hamiltonian/fput.py"}},"d_020efe120a771d8a_hamiltonian_and_energy_output_py":{"hash":"8e6f9cfd0ff389aed0f02f6c6d9efd32","index":{"nums":[0,1,31,0,0,0,0,0],"html_filename":"d_020efe120a771d8a_hamiltonian_and_energy_output_py.html","relative_filename":"pySDC/projects/Hamiltonian/hamiltonian_and_energy_output.py"}},"d_020efe120a771d8a_hamiltonian_output_py":{"hash":"611a6f25bf736396dea83d3800810a3d","index":{"nums":[0,1,24,0,0,0,0,0],"html_filename":"d_020efe120a771d8a_hamiltonian_output_py.html","relative_filename":"pySDC/projects/Hamiltonian/hamiltonian_output.py"}},"d_020efe120a771d8a_harmonic_oscillator_py":{"hash":"fb77d489b282da9131a7837a93c12fb9","index":{"nums":[0,1,88,2,88,0,0,0],"html_filename":"d_020efe120a771d8a_harmonic_oscillator_py.html","relative_filename":"pySDC/projects/Hamiltonian/harmonic_oscillator.py"}},"d_020efe120a771d8a_simple_problems_py":{"hash":"a2cd7ced9c7a16ccd46adc89c57185c0","index":{"nums":[0,1,128,3,0,0,0,0],"html_filename":"d_020efe120a771d8a_simple_problems_py.html","relative_filename":"pySDC/projects/Hamiltonian/simple_problems.py"}},"d_020efe120a771d8a_solar_system_py":{"hash":"b6f77003f820e96b129dcd0f0ca0ee0b","index":{"nums":[0,1,157,4,7,0,0,0],"html_filename":"d_020efe120a771d8a_solar_system_py.html","relative_filename":"pySDC/projects/Hamiltonian/solar_system.py"}},"d_020efe120a771d8a_stop_at_error_hook_py":{"hash":"4ac6627b6d89378d109981437846c9d0","index":{"nums":[0,1,12,0,12,0,0,0],"html_filename":"d_020efe120a771d8a_stop_at_error_hook_py.html","relative_filename":"pySDC/projects/Hamiltonian/stop_at_error_hook.py"}},"d_74ce84641ea8e5a0_controller_MPI_scorep_py":{"hash":"5e200e2c7e0d298683185aa15324fd36","index":{"nums":[0,1,283,7,283,0,0,0],"html_filename":"d_74ce84641ea8e5a0_controller_MPI_scorep_py.html","relative_filename":"pySDC/projects/Performance/controller_MPI_scorep.py"}},"d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py":{"hash":"ce8b47cece2bef01d569c30f7a24e51b","index":{"nums":[0,1,83,11,83,0,0,0],"html_filename":"d_74ce84641ea8e5a0_run_simple_forcing_benchmark_py.html","relative_filename":"pySDC/projects/Performance/run_simple_forcing_benchmark.py"}},"d_74ce84641ea8e5a0_visualize_py":{"hash":"519576124b9bdd1cf7a4a3bf5402c59f","index":{"nums":[0,1,41,3,41,0,0,0],"html_filename":"d_74ce84641ea8e5a0_visualize_py.html","relative_filename":"pySDC/projects/Performance/visualize.py"}},"d_66292b4c3b6b9cb6_battery_model_py":{"hash":"dc0078ae31c7b63e883c2fbecbbe93ae","index":{"nums":[0,1,126,28,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_battery_model_py.html","relative_filename":"pySDC/projects/PinTSimE/battery_model.py"}},"d_66292b4c3b6b9cb6_buck_model_py":{"hash":"9a5353e523e8114243a81c68646d6e36","index":{"nums":[0,1,13,2,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_buck_model_py.html","relative_filename":"pySDC/projects/PinTSimE/buck_model.py"}},"d_66292b4c3b6b9cb6_discontinuous_test_ODE_py":{"hash":"f86bc4135beb7d3fb97120a9f1e7b41b","index":{"nums":[0,1,26,2,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_discontinuous_test_ODE_py.html","relative_filename":"pySDC/projects/PinTSimE/discontinuous_test_ODE.py"}},"d_66292b4c3b6b9cb6_estimation_check_py":{"hash":"205e5ada2fdbe6dff5535c0f26f9c349","index":{"nums":[0,1,32,112,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_estimation_check_py.html","relative_filename":"pySDC/projects/PinTSimE/estimation_check.py"}},"d_66292b4c3b6b9cb6_hardcoded_solutions_py":{"hash":"422c7521a77201752fc46559e4afe365","index":{"nums":[0,1,131,1,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_hardcoded_solutions_py.html","relative_filename":"pySDC/projects/PinTSimE/hardcoded_solutions.py"}},"d_66292b4c3b6b9cb6_piline_model_py":{"hash":"e928f0e937dde3102a0aa5d4523078ba","index":{"nums":[0,1,13,2,0,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_piline_model_py.html","relative_filename":"pySDC/projects/PinTSimE/piline_model.py"}},"d_66292b4c3b6b9cb6_switch_estimator_py":{"hash":"6a796ed0f12db3e524eabd3c738e8af0","index":{"nums":[0,1,106,1,1,0,0,0],"html_filename":"d_66292b4c3b6b9cb6_switch_estimator_py.html","relative_filename":"pySDC/projects/PinTSimE/switch_estimator.py"}},"d_73bf12c1262fa441_equidistant_RDC_py":{"hash":"ee45c2e99c979acdb0490f0273079f60","index":{"nums":[0,1,81,8,6,0,0,0],"html_filename":"d_73bf12c1262fa441_equidistant_RDC_py.html","relative_filename":"pySDC/projects/RDC/equidistant_RDC.py"}},"d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py":{"hash":"ca250ea5d3e6c5ef3e56954f557c6348","index":{"nums":[0,1,63,2,0,0,0,0],"html_filename":"d_73bf12c1262fa441_vanderpol_MLSDC_PFASST_test_py.html","relative_filename":"pySDC/projects/RDC/vanderpol_MLSDC_PFASST_test.py"}},"d_73bf12c1262fa441_vanderpol_error_test_py":{"hash":"077d3f70e92c74a2c5ce76a9afeb853e","index":{"nums":[0,1,82,3,82,0,0,0],"html_filename":"d_73bf12c1262fa441_vanderpol_error_test_py.html","relative_filename":"pySDC/projects/RDC/vanderpol_error_test.py"}},"d_73bf12c1262fa441_vanderpol_reference_py":{"hash":"7809c275880fc741ab90214b655fd4eb","index":{"nums":[0,1,35,2,35,0,0,0],"html_filename":"d_73bf12c1262fa441_vanderpol_reference_py.html","relative_filename":"pySDC/projects/RDC/vanderpol_reference.py"}},"d_5893b65af8042ae2_FDeigenvalues_py":{"hash":"fc2a809ab4aef727a8a34039b23366be","index":{"nums":[0,1,10,0,0,0,0,0],"html_filename":"d_5893b65af8042ae2_FDeigenvalues_py.html","relative_filename":"pySDC/projects/Resilience/FDeigenvalues.py"}},"d_5893b65af8042ae2_Lorenz_py":{"hash":"07a8e6fccead54ecf6c6e991d3dd6c02","index":{"nums":[0,1,70,14,5,0,0,0],"html_filename":"d_5893b65af8042ae2_Lorenz_py.html","relative_filename":"pySDC/projects/Resilience/Lorenz.py"}},"d_5893b65af8042ae2_Schroedinger_py":{"hash":"0884a67db2b4809e8a728018af64281f","index":{"nums":[0,1,82,37,11,0,0,0],"html_filename":"d_5893b65af8042ae2_Schroedinger_py.html","relative_filename":"pySDC/projects/Resilience/Schroedinger.py"}},"d_5893b65af8042ae2_accuracy_check_py":{"hash":"0e26db4a8d3b3682f9f3fad35f48e11b","index":{"nums":[0,1,142,7,38,0,0,0],"html_filename":"d_5893b65af8042ae2_accuracy_check_py.html","relative_filename":"pySDC/projects/Resilience/accuracy_check.py"}},"d_5893b65af8042ae2_advection_py":{"hash":"eace70e3a2b82706909813bcfd6e936e","index":{"nums":[0,1,59,17,18,0,0,0],"html_filename":"d_5893b65af8042ae2_advection_py.html","relative_filename":"pySDC/projects/Resilience/advection.py"}},"d_5893b65af8042ae2_collocation_adaptivity_py":{"hash":"a470ff7685494b6744f2a66a9d3923da","index":{"nums":[0,1,132,3,6,0,0,0],"html_filename":"d_5893b65af8042ae2_collocation_adaptivity_py.html","relative_filename":"pySDC/projects/Resilience/collocation_adaptivity.py"}},"d_5893b65af8042ae2_dahlquist_py":{"hash":"34d9c5a8bbc9f42459e702dd6a925bf0","index":{"nums":[0,1,147,12,147,0,0,0],"html_filename":"d_5893b65af8042ae2_dahlquist_py.html","relative_filename":"pySDC/projects/Resilience/dahlquist.py"}},"d_5893b65af8042ae2_extrapolation_within_Q_py":{"hash":"3a044aafbd04044de6f982663d4c882d","index":{"nums":[0,1,53,2,53,0,0,0],"html_filename":"d_5893b65af8042ae2_extrapolation_within_Q_py.html","relative_filename":"pySDC/projects/Resilience/extrapolation_within_Q.py"}},"d_5893b65af8042ae2_fault_injection_py":{"hash":"79699a54bf07d23ab7bd2847da526dc5","index":{"nums":[0,1,183,9,16,0,0,0],"html_filename":"d_5893b65af8042ae2_fault_injection_py.html","relative_filename":"pySDC/projects/Resilience/fault_injection.py"}},"d_5893b65af8042ae2_fault_stats_py":{"hash":"52046540023c31d88ba038533cc81389","index":{"nums":[0,1,434,262,179,0,0,0],"html_filename":"d_5893b65af8042ae2_fault_stats_py.html","relative_filename":"pySDC/projects/Resilience/fault_stats.py"}},"d_5893b65af8042ae2_heat_py":{"hash":"96e48bb8630390f845af00db2a145abc","index":{"nums":[0,1,35,8,26,0,0,0],"html_filename":"d_5893b65af8042ae2_heat_py.html","relative_filename":"pySDC/projects/Resilience/heat.py"}},"d_5893b65af8042ae2_hook_py":{"hash":"d1264ca28d8182ce653108d5a9d0b3b0","index":{"nums":[0,1,29,0,9,0,0,0],"html_filename":"d_5893b65af8042ae2_hook_py.html","relative_filename":"pySDC/projects/Resilience/hook.py"}},"d_5893b65af8042ae2_paper_plots_py":{"hash":"f6544cca71f1f540571991cc38942c52","index":{"nums":[0,1,26,204,26,0,0,0],"html_filename":"d_5893b65af8042ae2_paper_plots_py.html","relative_filename":"pySDC/projects/Resilience/paper_plots.py"}},"d_5893b65af8042ae2_piline_py":{"hash":"4ac8c412e82cd6f3d61f6dcc6f0525cb","index":{"nums":[0,1,141,8,19,0,0,0],"html_filename":"d_5893b65af8042ae2_piline_py.html","relative_filename":"pySDC/projects/Resilience/piline.py"}},"d_5893b65af8042ae2_quench_py":{"hash":"8af34c29e54612fad9502fd2caa22978","index":{"nums":[0,1,218,74,111,0,0,0],"html_filename":"d_5893b65af8042ae2_quench_py.html","relative_filename":"pySDC/projects/Resilience/quench.py"}},"d_5893b65af8042ae2_strategies_py":{"hash":"d5d2f108e63bc9bdb051fbdf1f24f5e5","index":{"nums":[0,1,804,29,189,0,0,0],"html_filename":"d_5893b65af8042ae2_strategies_py.html","relative_filename":"pySDC/projects/Resilience/strategies.py"}},"d_5893b65af8042ae2_sweepers_py":{"hash":"7e967a7392d9b40feeef5e64bedb734c","index":{"nums":[0,1,103,1,9,0,0,0],"html_filename":"d_5893b65af8042ae2_sweepers_py.html","relative_filename":"pySDC/projects/Resilience/sweepers.py"}},"d_5893b65af8042ae2_vdp_py":{"hash":"7138aa7af5cf218b9967cd22afe7e48d","index":{"nums":[0,1,195,66,35,0,0,0],"html_filename":"d_5893b65af8042ae2_vdp_py.html","relative_filename":"pySDC/projects/Resilience/vdp.py"}},"d_5893b65af8042ae2_work_precision_py":{"hash":"37b6e4c073d1b2bafdad4b8844f33249","index":{"nums":[0,1,318,142,318,0,0,0],"html_filename":"d_5893b65af8042ae2_work_precision_py.html","relative_filename":"pySDC/projects/Resilience/work_precision.py"}},"d_327f90590a9d3ec6_SDC_timing_Fisher_py":{"hash":"f05551d98583c46ac59cfea57b7e32f9","index":{"nums":[0,1,109,11,0,0,0,0],"html_filename":"d_327f90590a9d3ec6_SDC_timing_Fisher_py.html","relative_filename":"pySDC/projects/SDC_showdown/SDC_timing_Fisher.py"}},"d_327f90590a9d3ec6_SDC_timing_GrayScott_py":{"hash":"0ac80078a94070d4b76eb663006193c6","index":{"nums":[0,1,146,11,30,0,0,0],"html_filename":"d_327f90590a9d3ec6_SDC_timing_GrayScott_py.html","relative_filename":"pySDC/projects/SDC_showdown/SDC_timing_GrayScott.py"}},"d_e65ba0b64d945c43_check_data_folder_py":{"hash":"04c2e528e3735b7e260d6b348fe9b532","index":{"nums":[0,1,2,3,2,0,0,0],"html_filename":"d_e65ba0b64d945c43_check_data_folder_py.html","relative_filename":"pySDC/projects/Second_orderSDC/check_data_folder.py"}},"d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py":{"hash":"3fd9727eb6f42ef124532de3dc572633","index":{"nums":[0,1,27,8,0,0,0,0],"html_filename":"d_e65ba0b64d945c43_dampedharmonic_oscillator_run_stability_py.html","relative_filename":"pySDC/projects/Second_orderSDC/dampedharmonic_oscillator_run_stability.py"}},"d_e65ba0b64d945c43_penningtrap_HookClass_py":{"hash":"499e6b8552c5bae61d6b28b3043643a1","index":{"nums":[0,1,19,24,0,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_HookClass_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_HookClass.py"}},"d_e65ba0b64d945c43_penningtrap_Simulation_py":{"hash":"12e2d8b0bd78dc25fe479eb95b86fcf6","index":{"nums":[0,1,212,257,24,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_Simulation_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_Simulation.py"}},"d_e65ba0b64d945c43_penningtrap_params_py":{"hash":"53daf51fc6cd8b10401c92222a97cf79","index":{"nums":[0,1,27,0,0,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_params_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_params.py"}},"d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py":{"hash":"6e92a3beb4f05b6319406d6ab9b62e10","index":{"nums":[0,1,10,69,10,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_run_Hamiltonian_error_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_run_Hamiltonian_error.py"}},"d_e65ba0b64d945c43_penningtrap_run_error_py":{"hash":"2712d794c51137a37a65d0d60aeddaf6","index":{"nums":[0,1,2,8,2,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_run_error_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_run_error.py"}},"d_e65ba0b64d945c43_penningtrap_run_work_precision_py":{"hash":"30b2a85254f7841e465d66ec48f7a75e","index":{"nums":[0,1,3,8,3,0,0,0],"html_filename":"d_e65ba0b64d945c43_penningtrap_run_work_precision_py.html","relative_filename":"pySDC/projects/Second_orderSDC/penningtrap_run_work_precision.py"}},"d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py":{"hash":"b03d0f0cc571a7119bedc6290f3143a2","index":{"nums":[0,1,184,9,10,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_AllenCahn_contracting_circle_py.html","relative_filename":"pySDC/projects/TOMS/AllenCahn_contracting_circle.py"}},"d_cf9ddae6e6f0d80b_AllenCahn_monitor_py":{"hash":"549f87e5507b0655373e5e600188c4d1","index":{"nums":[0,1,35,0,0,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_AllenCahn_monitor_py.html","relative_filename":"pySDC/projects/TOMS/AllenCahn_monitor.py"}},"d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py":{"hash":"73ea0319549aa6cad39135bd9fc35f98","index":{"nums":[0,1,83,11,83,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_pySDC_with_PETSc_py.html","relative_filename":"pySDC/projects/TOMS/pySDC_with_PETSc.py"}},"d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py":{"hash":"b79cceb4a5bc2aefed920d43e71e0e06","index":{"nums":[0,1,93,4,1,0,0,0],"html_filename":"d_cf9ddae6e6f0d80b_visualize_pySDC_with_PETSc_py.html","relative_filename":"pySDC/projects/TOMS/visualize_pySDC_with_PETSc.py"}},"d_3a331a23ecfeca1c_compression_convergence_controller_py":{"hash":"88b077a5fabaaa73e79db34783a920c4","index":{"nums":[0,1,23,0,0,0,0,0],"html_filename":"d_3a331a23ecfeca1c_compression_convergence_controller_py.html","relative_filename":"pySDC/projects/compression/compression_convergence_controller.py"}},"d_3a331a23ecfeca1c_order_py":{"hash":"fa9229a86cbf0f0eb9ce456363ea8ceb","index":{"nums":[0,1,79,3,18,0,0,0],"html_filename":"d_3a331a23ecfeca1c_order_py.html","relative_filename":"pySDC/projects/compression/order.py"}},"d_ecd017d7b94a3306_compare_to_matrixbased_py":{"hash":"9428f9c18bd2e9793af7e4d796979fb8","index":{"nums":[0,1,142,26,0,0,0,0],"html_filename":"d_ecd017d7b94a3306_compare_to_matrixbased_py.html","relative_filename":"pySDC/projects/matrixPFASST/compare_to_matrixbased.py"}},"d_ecd017d7b94a3306_compare_to_propagator_py":{"hash":"66a73369e354003ea0ea4b3c1da97809","index":{"nums":[0,1,135,26,0,0,0,0],"html_filename":"d_ecd017d7b94a3306_compare_to_propagator_py.html","relative_filename":"pySDC/projects/matrixPFASST/compare_to_propagator.py"}},"d_ecd017d7b94a3306_controller_matrix_nonMPI_py":{"hash":"0335aefc5e93285a007e879e67c465f8","index":{"nums":[0,1,183,0,4,0,0,0],"html_filename":"d_ecd017d7b94a3306_controller_matrix_nonMPI_py.html","relative_filename":"pySDC/projects/matrixPFASST/controller_matrix_nonMPI.py"}},"d_7b436a2656aaf131_AllenCahn_parallel_py":{"hash":"194dda4f37a708a6b9924607ee3e3060","index":{"nums":[0,1,112,17,17,0,0,0],"html_filename":"d_7b436a2656aaf131_AllenCahn_parallel_py.html","relative_filename":"pySDC/projects/parallelSDC/AllenCahn_parallel.py"}},"d_7b436a2656aaf131_BaseTransfer_MPI_py":{"hash":"52cd71fc524392b2d233c4c3f1a51e6b","index":{"nums":[0,1,94,6,80,0,0,0],"html_filename":"d_7b436a2656aaf131_BaseTransfer_MPI_py.html","relative_filename":"pySDC/projects/parallelSDC/BaseTransfer_MPI.py"}},"d_7b436a2656aaf131_ErrReductionHook_py":{"hash":"3ed026e924d6efa5e61c82098bb8c3c3","index":{"nums":[0,1,25,0,0,0,0,0],"html_filename":"d_7b436a2656aaf131_ErrReductionHook_py.html","relative_filename":"pySDC/projects/parallelSDC/ErrReductionHook.py"}},"d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py":{"hash":"9fc1402ab5133e285894761640d16d5e","index":{"nums":[0,1,12,0,0,0,0,0],"html_filename":"d_7b436a2656aaf131_GeneralizedFisher_1D_FD_implicit_Jac_py.html","relative_filename":"pySDC/projects/parallelSDC/GeneralizedFisher_1D_FD_implicit_Jac.py"}},"d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py":{"hash":"7bc6bed68ccc9dbf4f64badd36d885b1","index":{"nums":[0,1,14,0,14,0,0,0],"html_filename":"d_7b436a2656aaf131_Van_der_Pol_implicit_Jac_py.html","relative_filename":"pySDC/projects/parallelSDC/Van_der_Pol_implicit_Jac.py"}},"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py":{"hash":"96f0400220ffe4007a8661dd4e85c9c5","index":{"nums":[0,1,37,0,1,0,0,0],"html_filename":"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_py.html","relative_filename":"pySDC/projects/parallelSDC/linearized_implicit_fixed_parallel.py"}},"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py":{"hash":"5c2afeccdc589ed90f17c608f3686ef5","index":{"nums":[0,1,10,0,1,0,0,0],"html_filename":"d_7b436a2656aaf131_linearized_implicit_fixed_parallel_prec_py.html","relative_filename":"pySDC/projects/parallelSDC/linearized_implicit_fixed_parallel_prec.py"}},"d_7b436a2656aaf131_linearized_implicit_parallel_py":{"hash":"db223cd3103c835a2372f96df69446df","index":{"nums":[0,1,37,0,1,0,0,0],"html_filename":"d_7b436a2656aaf131_linearized_implicit_parallel_py.html","relative_filename":"pySDC/projects/parallelSDC/linearized_implicit_parallel.py"}},"d_7b436a2656aaf131_minimization_py":{"hash":"7a2b37c0ea44f274b4b957a3a96b6854","index":{"nums":[0,1,48,2,48,0,0,0],"html_filename":"d_7b436a2656aaf131_minimization_py.html","relative_filename":"pySDC/projects/parallelSDC/minimization.py"}},"d_7b436a2656aaf131_newton_vs_sdc_py":{"hash":"fc0a8303a4b91bd92e01492f91200126","index":{"nums":[0,1,97,2,0,0,0,0],"html_filename":"d_7b436a2656aaf131_newton_vs_sdc_py.html","relative_filename":"pySDC/projects/parallelSDC/newton_vs_sdc.py"}},"d_7b436a2656aaf131_nonlinear_playground_py":{"hash":"1631e836fb8c5db5dee27275234d4201","index":{"nums":[0,1,106,2,0,0,0,0],"html_filename":"d_7b436a2656aaf131_nonlinear_playground_py.html","relative_filename":"pySDC/projects/parallelSDC/nonlinear_playground.py"}},"d_7b436a2656aaf131_preconditioner_playground_py":{"hash":"60c6c220de7ca97ceef11c228c6399a6","index":{"nums":[0,1,142,8,4,0,0,0],"html_filename":"d_7b436a2656aaf131_preconditioner_playground_py.html","relative_filename":"pySDC/projects/parallelSDC/preconditioner_playground.py"}},"d_7b436a2656aaf131_preconditioner_playground_MPI_py":{"hash":"ca06df46bf494859246693ccf1c842a2","index":{"nums":[0,1,139,10,4,0,0,0],"html_filename":"d_7b436a2656aaf131_preconditioner_playground_MPI_py.html","relative_filename":"pySDC/projects/parallelSDC/preconditioner_playground_MPI.py"}},"d_064a9f2a35945611_FaultHooks_py":{"hash":"30ebef77f2326a3116e807f1edc1008a","index":{"nums":[0,1,20,0,0,0,0,0],"html_filename":"d_064a9f2a35945611_FaultHooks_py.html","relative_filename":"pySDC/projects/soft_failure/FaultHooks.py"}},"d_064a9f2a35945611_generate_statistics_py":{"hash":"f633ccb0418a99fd7323f4d14b080a56","index":{"nums":[0,1,199,16,49,0,0,0],"html_filename":"d_064a9f2a35945611_generate_statistics_py.html","relative_filename":"pySDC/projects/soft_failure/generate_statistics.py"}},"d_064a9f2a35945611_implicit_sweeper_faults_py":{"hash":"aa57afdfc9ea3e3580a6275a86ae63b9","index":{"nums":[0,1,144,0,5,0,0,0],"html_filename":"d_064a9f2a35945611_implicit_sweeper_faults_py.html","relative_filename":"pySDC/projects/soft_failure/implicit_sweeper_faults.py"}},"d_064a9f2a35945611_visualization_helper_py":{"hash":"42503abb7715e2570dcd624ab1931f83","index":{"nums":[0,1,54,0,0,0,0,0],"html_filename":"d_064a9f2a35945611_visualization_helper_py.html","relative_filename":"pySDC/projects/soft_failure/visualization_helper.py"}},"d_a8a430cd9834ab6a_A_spatial_problem_setup_py":{"hash":"2217665c983f844e6bbbb0e504edd3d8","index":{"nums":[0,1,21,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html","relative_filename":"pySDC/tutorial/step_1/A_spatial_problem_setup.py"}},"d_a8a430cd9834ab6a_B_spatial_accuracy_check_py":{"hash":"7571221d81cec43b1b00c722df579715","index":{"nums":[0,1,81,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html","relative_filename":"pySDC/tutorial/step_1/B_spatial_accuracy_check.py"}},"d_a8a430cd9834ab6a_C_collocation_problem_setup_py":{"hash":"8f5680642f28285112e713b87e7302ce","index":{"nums":[0,1,26,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html","relative_filename":"pySDC/tutorial/step_1/C_collocation_problem_setup.py"}},"d_a8a430cd9834ab6a_D_collocation_accuracy_check_py":{"hash":"e6e0232614e17747937d0042754af3e3","index":{"nums":[0,1,85,2,0,0,0,0],"html_filename":"d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html","relative_filename":"pySDC/tutorial/step_1/D_collocation_accuracy_check.py"}},"d_1ee527a4b5236415_A_step_data_structure_py":{"hash":"608feaf41e715c45e55b7ab1d3fe4610","index":{"nums":[0,1,38,2,0,0,0,0],"html_filename":"d_1ee527a4b5236415_A_step_data_structure_py.html","relative_filename":"pySDC/tutorial/step_2/A_step_data_structure.py"}},"d_1ee527a4b5236415_B_my_first_sweeper_py":{"hash":"aaa0a508ca7381101104c7fa6e72deb2","index":{"nums":[0,1,54,2,0,0,0,0],"html_filename":"d_1ee527a4b5236415_B_my_first_sweeper_py.html","relative_filename":"pySDC/tutorial/step_2/B_my_first_sweeper.py"}},"d_1ee527a4b5236415_C_using_pySDCs_frontend_py":{"hash":"0cd282b28784f44dd8eef8be594021c3","index":{"nums":[0,1,43,2,0,0,0,0],"html_filename":"d_1ee527a4b5236415_C_using_pySDCs_frontend_py.html","relative_filename":"pySDC/tutorial/step_2/C_using_pySDCs_frontend.py"}},"d_a25a81841eb75b92_A_getting_statistics_py":{"hash":"786cb24bf8290ae117e295c015b6df41","index":{"nums":[0,1,54,2,0,0,0,0],"html_filename":"d_a25a81841eb75b92_A_getting_statistics_py.html","relative_filename":"pySDC/tutorial/step_3/A_getting_statistics.py"}},"d_a25a81841eb75b92_B_adding_statistics_py":{"hash":"0ffb90cce4d2f4cbec66c5d45d18543f","index":{"nums":[0,1,55,2,0,0,0,0],"html_filename":"d_a25a81841eb75b92_B_adding_statistics_py.html","relative_filename":"pySDC/tutorial/step_3/B_adding_statistics.py"}},"d_a25a81841eb75b92_C_study_collocations_py":{"hash":"455f5871415b87d705da206675a86d8a","index":{"nums":[0,1,63,2,0,0,0,0],"html_filename":"d_a25a81841eb75b92_C_study_collocations_py.html","relative_filename":"pySDC/tutorial/step_3/C_study_collocations.py"}},"d_a25a81841eb75b92_HookClass_Particles_py":{"hash":"aa1dd35f6a23b80e1affed32481c232f","index":{"nums":[0,1,49,0,0,0,0,0],"html_filename":"d_a25a81841eb75b92_HookClass_Particles_py.html","relative_filename":"pySDC/tutorial/step_3/HookClass_Particles.py"}},"d_99cdae9889c0cdaf_A_spatial_transfer_operators_py":{"hash":"ec8353e9d018a3714741681a5d34d008","index":{"nums":[0,1,45,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_A_spatial_transfer_operators_py.html","relative_filename":"pySDC/tutorial/step_4/A_spatial_transfer_operators.py"}},"d_99cdae9889c0cdaf_B_multilevel_hierarchy_py":{"hash":"335dca2087cc8525d7e732ade92405a2","index":{"nums":[0,1,43,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_B_multilevel_hierarchy_py.html","relative_filename":"pySDC/tutorial/step_4/B_multilevel_hierarchy.py"}},"d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py":{"hash":"94ed4c49a98fe4931d3cc1b7b2bc2f09","index":{"nums":[0,1,80,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_C_SDC_vs_MLSDC_py.html","relative_filename":"pySDC/tutorial/step_4/C_SDC_vs_MLSDC.py"}},"d_99cdae9889c0cdaf_D_MLSDC_with_particles_py":{"hash":"2620d957070eb6a00d993f737ab53234","index":{"nums":[0,1,78,2,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_D_MLSDC_with_particles_py.html","relative_filename":"pySDC/tutorial/step_4/D_MLSDC_with_particles.py"}},"d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py":{"hash":"233e646e5479526536d221292eaf5f26","index":{"nums":[0,1,11,0,0,0,0,0],"html_filename":"d_99cdae9889c0cdaf_PenningTrap_3D_coarse_py.html","relative_filename":"pySDC/tutorial/step_4/PenningTrap_3D_coarse.py"}},"d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py":{"hash":"c904ef1348c3e9f738f9144c72e697fe","index":{"nums":[0,1,32,10,0,0,0,0],"html_filename":"d_a2aef498bf4ac071_A_multistep_multilevel_hierarchy_py.html","relative_filename":"pySDC/tutorial/step_5/A_multistep_multilevel_hierarchy.py"}},"d_a2aef498bf4ac071_B_my_first_PFASST_run_py":{"hash":"7d244638d8f2d6bac578b52eb136cfc6","index":{"nums":[0,1,72,10,0,0,0,0],"html_filename":"d_a2aef498bf4ac071_B_my_first_PFASST_run_py.html","relative_filename":"pySDC/tutorial/step_5/B_my_first_PFASST_run.py"}},"d_a2aef498bf4ac071_C_advection_and_PFASST_py":{"hash":"d498abc3a341dc22897dc27133a783aa","index":{"nums":[0,1,81,10,0,0,0,0],"html_filename":"d_a2aef498bf4ac071_C_advection_and_PFASST_py.html","relative_filename":"pySDC/tutorial/step_5/C_advection_and_PFASST.py"}},"d_a1e8f71763f68ddb_A_run_non_MPI_controller_py":{"hash":"530f65c964cb8c54efa1341d5a415a80","index":{"nums":[0,1,97,3,0,0,0,0],"html_filename":"d_a1e8f71763f68ddb_A_run_non_MPI_controller_py.html","relative_filename":"pySDC/tutorial/step_6/A_run_non_MPI_controller.py"}},"d_a1e8f71763f68ddb_B_odd_temporal_distribution_py":{"hash":"2aecdf0552f601d0fe8a10545c5bbf2b","index":{"nums":[0,1,3,2,0,0,0,0],"html_filename":"d_a1e8f71763f68ddb_B_odd_temporal_distribution_py.html","relative_filename":"pySDC/tutorial/step_6/B_odd_temporal_distribution.py"}},"d_a1e8f71763f68ddb_C_MPI_parallelization_py":{"hash":"e32e19eb1ec923eb5367a07b7e794449","index":{"nums":[0,1,30,3,1,0,0,0],"html_filename":"d_a1e8f71763f68ddb_C_MPI_parallelization_py.html","relative_filename":"pySDC/tutorial/step_6/C_MPI_parallelization.py"}},"d_a1e8f71763f68ddb_playground_parallelization_py":{"hash":"5592bf23c129e7223ecc5f57034d0315","index":{"nums":[0,1,6,36,6,0,0,0],"html_filename":"d_a1e8f71763f68ddb_playground_parallelization_py.html","relative_filename":"pySDC/tutorial/step_6/playground_parallelization.py"}},"d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py":{"hash":"b8c651f820a63a09805b78914ad8cf06","index":{"nums":[0,1,102,3,0,0,0,0],"html_filename":"d_11ffac7f7ab8bb8d_A_pySDC_with_FEniCS_py.html","relative_filename":"pySDC/tutorial/step_7/A_pySDC_with_FEniCS.py"}},"d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py":{"hash":"ee5fe7368004483e8a7a2bd479f4ee9a","index":{"nums":[0,1,88,6,0,0,0,0],"html_filename":"d_11ffac7f7ab8bb8d_B_pySDC_with_mpi4pyfft_py.html","relative_filename":"pySDC/tutorial/step_7/B_pySDC_with_mpi4pyfft.py"}},"d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py":{"hash":"e629a5808714d659d053b8fe4abb62e2","index":{"nums":[0,1,95,11,3,0,0,0],"html_filename":"d_11ffac7f7ab8bb8d_C_pySDC_with_PETSc_py.html","relative_filename":"pySDC/tutorial/step_7/C_pySDC_with_PETSc.py"}},"d_37e09edbaf161c0a_A_visualize_residuals_py":{"hash":"4884b82ba292d16f35614c0cbd537738","index":{"nums":[0,1,32,2,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_A_visualize_residuals_py.html","relative_filename":"pySDC/tutorial/step_8/A_visualize_residuals.py"}},"d_37e09edbaf161c0a_B_multistep_SDC_py":{"hash":"f50a787eea87a839c960630125326fbf","index":{"nums":[0,1,98,2,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_B_multistep_SDC_py.html","relative_filename":"pySDC/tutorial/step_8/B_multistep_SDC.py"}},"d_37e09edbaf161c0a_C_iteration_estimator_py":{"hash":"ef03afc5c2d573369b81cc4c70067c9e","index":{"nums":[0,1,179,21,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_C_iteration_estimator_py.html","relative_filename":"pySDC/tutorial/step_8/C_iteration_estimator.py"}},"d_37e09edbaf161c0a_HookClass_error_output_py":{"hash":"d6a94a4621e378cfe3bb66c0bbfe87ec","index":{"nums":[0,1,30,0,0,0,0,0],"html_filename":"d_37e09edbaf161c0a_HookClass_error_output_py.html","relative_filename":"pySDC/tutorial/step_8/HookClass_error_output.py"}}}}
\ No newline at end of file
diff --git a/genindex.html b/genindex.html
index b73bdc61c4..117505ae0e 100644
--- a/genindex.html
+++ b/genindex.html
@@ -671,6 +671,8 @@ <h2 id="D">D</h2>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.dependencies">(AdaptivityCollocation method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.dependencies">(AdaptivityExtrapolationWithinQ method)</a>
+</li>
+        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.dependencies">(AdaptivityForConvergedCollocationProblems method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies">(AdaptivityPolynomialError method)</a>
 </li>
@@ -3995,6 +3997,8 @@ <h2 id="T">T</h2>
         <li><a href="pySDC/implementations.problem_classes.boussinesq_helpers.standard_integrators.html#implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal">(class in implementations.problem_classes.boussinesq_helpers.standard_integrators)</a>
 </li>
       </ul></li>
+      <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence">trigger_restart_upon_nonconvergence() (AdaptivityForConvergedCollocationProblems method)</a>
+</li>
       <li><a href="pySDC/core.Collocation.html#core.Collocation.CollBase.tright">tright (CollBase attribute)</a>
 </li>
       <li><a href="pySDC/core.Hooks.html#core.Hooks.Entry.type">type (Entry attribute)</a>
diff --git a/objects.inv b/objects.inv
index 801bfb10c2c89ac5e82d628b49eb2beb587a613d..250a29974dd02bb2441afbe5b828960049dbbfe8 100644
GIT binary patch
delta 12316
zcmV+%Fyqh6bmMfeuL^%i*ctX>F}?O7R~8dYha6dUg^s@uyQd=A8lcFdy=BLB7IAOb
z)`O0FB*@NpYt%A2)i@Utjq22ksj_Y0%j){Hd9aXPPaR$J_;~kG+o*B(aY^@`(&~Pz
zOIugzdBan{1<iuz$jghd74)T4vW$5lRZZs!wnr2YGwb(e6T^Q(3y$iFqRWmNdhghQ
zy9%*TAZrJfKnmRBos%1U#62H83v5-*CDF@z1TvooKtXzD;3a4I*q2{*fn9WbNngDi
z{?fCq4&01?TUsODMVFbI{Ef|}7n`x4|5oKiGKQ?r*9rA+8<L_O+@|0;J91uy7OI>b
z%u--G@?5AqDByoDR?QTfw=c<w{5#%w!M6f-z%(m5P`4MFxv@W<>qCXa7HOE!*d`q3
z_lNAnWp*5>Gc(}Oe4a=SM*4UNInAq&Z!+SS4t~k$_37guXz<p?AqjID5<K)#Z~$nM
zn2d1q6N{X)e?i`UD?y3VRJ(Y2u8G}F0Kogu_1=cp=;ePda<VTMDbKY!l$5cz6i}#8
z1jcrQ9F1-%rP2IeGD0nGV)igPIfs%R<ahLch#^3axM&palTO<?d|sTo$~_V)qJs|2
z<q2>nQXju0zMQ0ylQb@U?>@?UMyZd7K=E5Mhn9BB@bM8_7PgYbRe)_)RT!+js>x<|
z<1#%Avs!<<*9qD5vf3skzI0q|1ejJ2d+FZESO%lkqdEEyN*t5ko+|MQx(!w5#P@b<
zAh$=+#gXr+WtwS62W@=(F5{nsy&?4S=X<+he-H;#SH58j;)$|8u6(y4r0^1G6@XUW
z{MXzzNe`Fx@=^O1puB4b{CrDO9d6R4MLWMI<#T`WjRASAJM7oI4oO&2qn(RvI-{D*
zbn$LSXm{TUzek7VcZxM}6g)KQ<kx@24Gdi$QxEOvdvg!GU#W{rwQyQ_#PXfpy{4;y
zYe&%Y;o5jR%cwygZzZe*($LNCu!)qsPE{vYp>{0Q(5L^Fa09%LrCis%d@m~SfqY#W
zY!rXr5YFxe^k#PhuFT<s%;CC1ub{pQsDm$agf)fkNuOI#=o@s126N@$(jykY_h4fk
z(a4*sym!O91WG8XmYGChB!ov$JlKT>z-ZumWPtKX46C4=Kruv+iQdN-WQGpSBJrqE
z5)%y_WvLtd9J<bjDydK?X@Ei#0#{)9yb^zFjeL04(Kw<PhQAct(52TSkj*n@0fq=w
zFrf4%CzGtkBMzT2cCvN|B!G3Ri$}B`?GMGtcgeZCl2d}QZpf$koRJ%5bn{cf2h+83
z5-cp}=97d`s}v{G0+#Qt3=jbulA>X+DR>_rxu*y2+3$DkiOMqpSTfVWE)`nJD=>e`
z9Eq>n`R>tpJ`nRjdnsuUTc}S!5lRI+#F_v_+}~qSlJy{1g)cxWPSl})j|EKPVgo>T
zG6};b$9%Xg*5Rm23U@dff>~z&Q80@Y{B~p+tiba~bCOH=_Q#y~P+f-^kne5RTU6mL
z1246lRD95|u(0K_k!xEJ5jxWn56yqM(mnh0&rh}mP++TgKwL7Xs-z-In01oH3s!B0
z@hn9DI(axtG@@G6lMI&rMglYPPR0?B+Iq4(v4CB+oujukDjfZlZ3sime*Bx6{tbnp
zPadNXt0dW~AyIcX^1mKU6pVRrFAae0Gs^7KFy&!CJk3u)d~80c%mO;-bF6>)0mu=*
zD2xbI^Ber)*-C0*jf16}kz<D)Vg}r8Ln-<6)}frZ#xb!ZG%!T$Z;F?@IBtSCihl?U
z)!9*F5UCyTFalMC4~DmP@KuXaFM;#^bGTPBDAYFsFuk48bR2wV%;nskNR1LREKqxR
z49}Rk@jph^p_|b^{$4D%MgD(oE4NARek#93-j3-+iyr$9n`!e6#`DC}BYlw+nI^W=
z86J+>Qe&8Cd`GZt1&YjWsNW`MeFd{mEt{(RKcc;((tl<jhYI|!)H*em`6CPzfaeBE
zZhnP;C<!~oU%U+qlzr8O;0fD`3jrl?O+vd7GZg|H2Bz_p1pdhlZkB(TqruISRtTng
zTm|5@%-?H-0^sh^fdO#WJQx5YA8)ED0*QT*u^=pnz}OH9gbh>`-VkP9hx-w8$h{qO
z==ewvOn4AkOEDOK>({?E-6)`q#aoMl#SgR3E{v;-{GLxV-zNvkMu%s~N#o2KSwN?=
zf<tcJjw?GlpkBNzhxLDhwH#I}4hp-a0Y?i0UQo%!PsmOR!$5ya2iR=lco|t6xb_n^
zf>RLU<3chxGUB&j)zN0DFUW2e1#I`Je<GC2T|Mx035GPM_X`FUQFeuuUBTZ=7>6&J
zdt-42HBI=1T0Nb7h!*Vwe|w_`zm2>_=f7y9q=y#*?UWu4yi9*tP^6;|o=r>=F0(mH
z*q7fVRQ!k*@5iE>hSUcQ!)vZ^!#d<59q6hOf48}&ljrD-B@j>A;DD&OXU*nd<DPn&
z0}h~_=Ek#a?3|-RIuPY4_f>`I<-L|3vEL^9z4KisG<L*E9`a5s@oiXOJOWWzE|+Lz
zl|~oY_DP^WGz)(hcLbY<POK+3Cu5{H<BQgK8itk%-y%YcNSitnAbtt8E{D&q|J5+v
z$jLTW)|OOknm`s~fR9AO7O#w@X_Hbx)Gr)X@brs@9`=cA5mUoHS38<U-L4Km-Kt41
zW~4pli|&Lv#hebrrNkY*I$|A+dUka>V0G*5<e10E4vBxB?M($u-*8^V)G`WH5zA4?
zI9m?tRx?!X#tN-u`c@omM-1(R>KpH^@NEB9aJGM2A6r3<R<=TU(nTabNRh+^R41j<
zMY__xXbJ`p!X%N|#EG|5jC;$P<{o3D$89^%6wryk&!c@lrkGl1C0J7`i4S7<D+vu~
zAPGhXHhzDUL!@0x3qD$uL<TrWoP%(yA))cK)vrQOD81_h1Jt%!FgWdNMgvll$^kWB
zA_YjhN&!7PA_q*ro?Hb_tBzcmOqaHy#-w#E(5+>tv*}S6_+BKfNeE66vUdrxY}#_a
z9ootS0s~phWq?H*g1zX+1QZNlq4?jTln4bHnqYs?pqgk{D!^$LP%!q1+()fqX-uSJ
zcu2r>j1dW$j)5W}(>Gcqe412FWA8-(eJv&<+~0~t;QL$!8yFO9-%B1~q%q)&zHDIe
zRt6kc$dv&H9Cc+N!u8c;(1A7!5&(hvZnDU94lBTYIcbDC2N)@RJ87I+ROaj352EvF
ziG+VZ|1K3MrX59lc4Z;}l+DMj=uLtq`dc?3pf0Z*tVlbo7ww2nx)A|1h0sX5U8q|w
zfi-r}U=ST?U?wA^|L$DhOg~+%N%K<1Qd{aD@X>?l5tMWUx&>vGBF92@RJ4Q800br5
zT!=;q$$aAd8OeZuXwLU=tvTS|n)8kSrlWr{M4%q+ER>P%l+U^YzUU5k(i{+bf$oIj
zT`S3i0OJeEgv24C!9tGaoX!*SbuW)TvPh&mB-r>;HmAov`igALvlC)e%!e3#qr*$=
zS2q8iI>4)IOds4e6i|AEV>H)JBZeW^>ywBS>4e1JluE%#UkE*-7xwC^P8pSwg|2_C
z6P0LCmjWda8u@wN(OZK36Gt#iQ%(+nS-Qu<^0c^DG0b66EW`<0=MEjhmIX__uzmgl
zE^1ofiyvU7)fPK|?^M7cC@zQw<o<HPFpgm&4^bL7L72ICmd*3-r2`8Q-wz{rCZTyq
zKjJ%c`KaKit+p*Fkq#*8qDTc}k3)YWOJET-ZA$|vDY~>rW)NrRDo1k4RY`TZQ62iL
zFmc8hT135+MT<C-6=5A%=Ik`OQ4kOZ2md6m=kk8Vy;W!WIH^_Tv2>L84Uir_NU+U?
z5qZzV;rznWT$CR)=eyP$??!LDN7FdCzV?hySaU|PUhu4tk=~H}J?EJK_eXyp2ZrtL
z_qrF#gWh<eechQb1$tOB5x%_WeWSm9Q^OaTU(a2KwjJq1pQ-)Sa{B50(@N?``pYoO
zFcbTvO%_oI?%6B}C}Pd0G@wWyApT}i0*q+nmVhJ>rTJ(sNI<QJ#EEE>dcZ;W>Ee<j
z$h65!jy0_!U4YX9Pd6VZnD~FJ_FSMsp=w^pNN-5)kTw?}$Yk|gu!7Urb72ZL9dlud
zP4Ui6S+srnvhp|3a}feO?G{75LP7W!dcya%`^^3~e&YGmO^eFp4n><r@Vt9A0u$MY
zWBk$y1wbR#B+oz=X-LN1_)4V`Y#pSs@dq$5EbJf2Emc5&+UWQY(5`=o%d_WNtIqVm
z(5kXyM-7i1HX?f52n)=KaiW_N9#1fEC_s%Cf%>upO8x*iKjr})i5<EQLC!LOX+*&W
zcCf!cX%Fl=ykn+$IR)CESviHatrA6zZ2R7&t@VA;g_zh(Ru!f<khS#e(^W>m4wSkz
z6Whc#BoLO(@0@o@9+7`olPsGn(vC|YD)2)6&H_8K$v13Wk>G&+<a4efZw?MgPOgT7
zg8SkEV;5gBy<(1|mW0du_)aafQ1#XUJz6CC%Mz)%d+2Jh1?Mo-!t*yLlDTg$AMQ=4
zmL(R0X;TuZ^fzmsftryLA{^Vs<bBV0M#i1%AFm?EWFk=IP#%Bjzme%a@{P-9B(+@=
z*?(()>yIzmBl_;M&Wt`rdBxE&3T1rDsO1$}?Q42Yt8s1ja2S|rXQTRAZ|zEKH>!kD
z%q-Zj9qL(-Wpt(`feU^HUKuLrM8Yh<S4#u__tJnD6X4pgqs3vrERA>(ElCwQUd(w4
zj3Wvc#r-w#mR5f{meT*MQU~16ffX{Bx<|&@qRMpzeY+@h;7L+R%;j&h>)jnKlP;(0
zQK4Q$gIFQfVPxf_)4l12Vf?7z(jn*fLJyI9<fc#d_lfPWL(IU~(`y2D4M+7FWCe%h
z9yX~!JzEg#b~&uq%R&9J98|F;OBryq9AN(DRROGM%c_3>S)fO&fcAMg1^0PD4cW6M
z4cRvBNE#mYiE9y4s4v)16X*&ywSK?nUGy;o2t+3Qpmk18kw>g^aSBat%>XH|0$@hE
zB@|1rr~h-ZYF#{&*@(Qw5nceGlozVouY?_-L#>1xtZzLNz38F<rM#QB*C<>_@vegN
zZd$7tds%-G1@hUuV)mD1VxJa?y_~iO>Pfs>?nQM8!Jf&h2RGQq=HmT?mg|B;i;lg}
zTOhnPLL>g|^7tX<lxG4LTq>awcVT@-phXi(vGp2*CLj70nj$ZME0}9uJQXPNi*3|x
zSY)@00>P=ssoyak4Ym0wJXVp&_M|V{-}<5f#X^7CfEpJ(fRHQ?Znq2d%{j*+M}6tQ
z+AMj95dB4HI-59{XS-9`M4HvpBhjw0FC*#I)K|%#bS3*+S1|n=`3j!CHB+<pvx25s
z>ses~oJg7lajOxcRt;#*qh}1!wP{bew5<kheDl_U_sBoG4lzFkCb4Z4x;&p7Yl=*s
zk!gRENDmoqg>71G>_UTM604E3@kQG5aYv20*u?g*o`I5o{5cC8ameg!7=@SrMDf|u
z+U_Hw<^RRlxxR@lo<KK3c6#U=BbqLGKVZc1m}fk;4BpL0&d{Tl`g)PnUlvJ?JkLJS
z^Ffea#1k&my6|W&GUvrQFFLSCi)82T^r(O3-Y+t@1)m`(rWfemDFu%M`qFwUG4wLK
zED8Gca?!sm7k!z{f5N`dwkUz$FE`(p&?-G+^c8%(ToQ#EEte(B8J!##ds%O+7qj34
z$9F|eeEA-nK*q=K!42T1OOY2c2C_<BiM|I{pt}}|+}M8)_d-s0Ly<G!V`4>qJTHH<
zWU&Q(%j-xn>ZSIdV)ic!W?yV?DW+d)Cn<(sbl<4tL9}2G7TXhw>GuoH`Gxm;Vjq@V
z@|W9Hi}9Z{%liD)OPE=?nw;2tTtkeW+*(Gum3Pi7&}(ePmBGpTZ6QUpyxRsT!iDRR
z%*`Avi}__)xTi(o!u09p<K^B4NF9H#=uR{W$wfAxQG^ZIRi2L;sDlXue8WB+F4`%J
zMZ~&dsRTWAW5IO2N>C6qfPDaHGMKmyO$AiU!LTAnuVR()fb`tqsX%(@@K~x!mE$_^
zF|m_P@+Qa1JT*s<ETv_C)A4?WF|`!eC`8PQMnia%NCy;wNDPi4_!<}}kVt>6<>2_k
z-IE|BW>(!f>TF$Na>Z>3*y(}5z$L6{b-0}h2uG|=&w&={h{j##<zfkrjpV}d#{&^A
zA3NW;LIF$25dh+3$$xKYp`{M<yb@kE&u>?>asx6%N*M&ID~NsJdI>@yQUO5#o?ZW|
z5l@t1f1dJi<2uRy75C=Bcd>s(oIUpWH}&k3n;a{8#hmP9P(B&2%QE;^i4XJ70xlMp
z^l~CvwiDcuQ5OdUL#r}3_*N$>#oc_|F08P})PFA#dYKVYd>x!x^yNjv7@K?NLABUR
z4&4HsX&CNL^gjFdu1#f%44l@RtxHVq!8Qb3cEAYOk<xvg*2J|_0pWjae&?$w?NG$}
z2?$Fl+{?`|p>Qr2jXPY=fF(8)FBgzMcJXuFV#lG8?!iZ%@rq~hK~-RKtg0pVlAj^{
zIXy(Rp@=bT9$lXVM%*I$9QQ>AQABKut9D6%5sHt}cp`0hxFewimK_R0gRnWi<fF-f
z9$0&<BNcxrmIA}M4W@qt7V)`aZYaXK=R7S`oN#)}lqB<VvlAPmlGVxP1OqF8=}3iX
z{%|Q|R&c;8W?UfBOtkws!j5_1s6a`=$rUI~R+ybufy!1Vo8w)`CuWp)ot~Igp;!T7
zI#Oc#MTJ%F2nAu*V5_)_Z%fQdz`ALLdE?*6bRYS~&|(}mMqhtb+<3t@Ld-aS8zE-*
z<w-$Sf4IK<d*;@HnN%1?WAkbvOKe(Y*^U9`E8h<|C>Eao#53PjQ<&T<s;3X>?`$pJ
zPaH2qwDO39@OGeN;Rw}ExloZ_P~3q;7LZ_gk%h${bhwGWAjhz<Z``_eWwqGE5Y#3!
zIS#doJRyf3^IU&>dK~J85~mTX{WFk78j^9x0jX4i!9Xe-e?*XqRi1JUloT}A4_S)S
z7i_!ifA+p}x+#r^ed1cg<OyRVWT%I<F{0^iJx}yn{9<f5dR^n$r9tz4Xg~+_>*b<<
zSuVO*E2@nH(Q+N&Z<95E7j3#Va6zDj2c<`}IcIOq83%uCdugjavGuG=Ol~O~0`ba{
ztBdR6D{6v76+vJ=HX;4){12QgvE4;Zyn0~t?Ht1j1$jsI2i+;(yFU5mQUUwoMRU}m
zd};>y7ka{H(AB3b3RHzEk~Bk;-*2ra9Oou@{x)5JW?vjKc;u1~3?0RQh=Y)hlaX)5
zYsmIK`_z9gNNd`rD_;LvRUfV0cKQf(0x>M=W=H%W49SsAr+OS+DRtyagSLqObs;5#
zp>B3d%Gk{=S=YTN=B1TjpZ9woDrsrSV2h;}md7devI=#<9@y^l(x{hK8`%nO{LLj6
zvKLY#OT-%G_9Imbh=YTF1SW8rB9r@<EfR6xdV7B%FpV=TDuI)YGqxh*xUtlrxHvd0
z2KG<ynK;&>a`@eOF)g(i<S&>_6l)CpE<e774-!pruwc<5%`&{z8?cP;@<*;C((0-T
zccj%~HO@$>-!fd0&;<bR002GB8OI9;%0Cx6FR6qGA_r7jzyrZe{?D!e>grcCAu3c&
z@f?5I_9HSm<_|~G!eX*gP<pL+;`mM(vX28|MM-O*GqdgP_r%$2UKmo!4YDllG8E`R
z(@15AfY7RY@7W~0eBs@xbP~Qa?#)efyg$-v_&|>MKEz%CQ(RQIa`*AoAH-QMKkX0O
zI9#*~+|&J9@n5^grMvKOfNK5K_`vxLLlb{~f%$c19`LQ5P>Rd-lw2_}_d`X++=44r
z)Y2~zoNvX7Qru<LN5PdVYPpwKqPbVFs3u-uw-#t6iw68l>j?s^Xi>&4w5ml1>SeV+
z74YTNQJ@t?bMQyb&PHK~9hiB>Tn=J#u@I|JLOi&sagG7pV+Z@h<o<$oCH>^=siuGa
zJ^6KWL5^3%xgfjU^r+Or0|COjsgEoi-u)6~@d&*jEf*@%3@Yvr(`2;9h9~7X-0xM(
z0%F@GT6l*dn|5QLG0vYt>BQ(0E70mTIu<!<1tj>&yDY31THGTX%o-B%Z|)eME-sBT
zjz+eoFu9qnr*9#e*2=a50g#BbBa(lqBF(6{L$@>{2S10dV~`O0@ro49GAzY&Ok~@E
zW^97-QW_Wkz8~C3o@<{R_ef~zW*ZM0>3NR0*`YK!es<~9j%QmWPLHR(pb`kh;;bUt
zXd$%Rad~!9!JsocFMlwa8`a?3i(3iivVwsjw&(X`+{zeq)Eeemiow>Ve*J$n9r}`d
za&?-mJT1S~&07l{gLf!6>|8%QWQ$zR?o*=v5<LI}MzTS+cR=Hc>}*VrI8=so?MCeD
zj317QZ&w?K+MCr%q|vR~YI3W#+TE(HmbWUI2SOq3Ifcj%iL*C~S*3yI2$b+0GQU0}
z-@2qR-k-SuRctFOG*t>k1?7JnnFl;`_Qy6ik!R6jICrs&|56aMa=XfkTS1_xs1*RF
zd-SMT13Q-Cxx@*Tm4X~)!W&(ZNOTFz1(D}ti<k;;P7)#v$F=6lhP%kwW8-5KCN*T@
z0H&0B@(`w+_U+xrH?OA$sD^niyPJ1WNaM5rfaur~Md#V$%jwZV9*=*4ORusi17lBn
z(<18n)~I(_B#|8RSE!X`MuMQnjmZOsGJ<E!_6ktS@arGj`?sosNNilUNYV+VMX62b
zw23JRj{3k-=FsRqDGxCThAwgD^6sP3P($r&8EqJsUR9bAX;P~hiXQcdk!VzvwyNvW
zR+}PnfAK+eXo(T@%8-Ap2060TGvKCddvrV^eQ5M*0#YiXP5$UrxpZliQW~`lli+h2
zSo>-VN)<(AA*qrmE+CawKt&0u09+m)v1MUP0mwND4#r31dn#>f)G8NDI<$WUjnW`e
zV5kfr1%=w+aqc7M>kTmvt{se7dn_41anY!<C@mjV6t#tfb%TFizfw>*62lrr)D%dE
zaGIhhtuQHr%8HUAsI4H$Na2l&Dw3JjsFLJJI#iP!MrlRKDO6UK971trNuMEI6DwYO
zbe)t41y!dNL~%iBXHr^h+L6>2qAS-|IVn;$ueQKcNK_V+3W(am@g7Hxp{i&U#x-h^
zOHevA$|W47m8XBip|a|fFw|C@>`evbO>;Yl+QQPoq_W_2AgL`xbUdb@#89hhiw6Tx
zSr(Xm#W$Y)oiE*<`~K&~HEMQCP!O+NK=QC|K$=lTSUfsXO!V0(>ab#zU1X1YNnAFF
z>dsmTC);5YE9S8A6Sha~SSFJ~ZF5s_C~b8L4F0#3ASr(YUs-}g(WNyWx0{G$03Db8
z*9cph#0sIhq7>t45`1G8JzfW>L1__yViLtc$hbKLq3<5W-k{7>MBb##HSRv%2!)_3
z3^zr7n@TyP8x!<UK^7)dCs`IBTqT4d{DN(l#>$hCe7bMuqW9?fBrvwLNEHK#X`!K}
zFgYyL)3<*RP0No~AOMohJzsk!kLR;)Ko7bBy=Vpm5yPdyvB({m$VPs)gI!=8k#mZ5
z*bGddJFQ1d<Xg+(%`~)R)s#(Sydw=tuv5X!RT+m)YqztclN;<jAs+qR>VDf?MmL`?
z`C>bSZHO=q!68x?AnXek`{@YT*AmE)yWH0$CYOKzhCmzCwEED_1Ol`9{DH5Y$Yg@3
zKQj45>Xl3`!TJV=W?bKX0H}LRM!5dPBKOHfDVA96E2sc)SXn=EJ(H4-1zrW^5DIJo
zC>M}_Vp%R1dq+r@64w<tl-JPKgPK-~)`O63lq|-qB#QSwWDx?lsM9dnH-3$?AmpBV
ztqOlkZb@s&n>f>IX&a3&2KP8m63qvlXdvR19J0Z=M6F2$=e{I@>If#%63HPFjOs8@
zoMWV>h+te#dJC;+BJo|Msp~+J5YJ>#!j*R!bf9Hl2=JJFU{|ODFcr}n5NmYM3DtoD
z4v<PlHING`Fhrk)6ShuFV?46m?nNf7s{((Mt3oY#6K7flXrmFv*nB?Y>sCvm+3G|C
z5e?*!i8O?Ahy*J-FVs`MbZcVWP7+S8(`m9N&J|;2tCP)bK65TR614iD#OjL*s}MC_
zj6kGji&_3hN$C=d8$-rJA34Ep(g#25Nd{v?Bf&cq;D_ws$iDcn2mr_CksdL^I$D2!
z3>!-ZhD2*2@&i1sG|o@ABaXIgw!7aa6UaK!dB{h{KwCQBwOwaFA_ysC8?~~3emXh`
zrMGj`^H@;0EZr4$h#6et;J_1Tn<~>IZHvZ{{$qr$5&yr7k8{M@E;v9cR=ECy`R?9K
zc)ay;4m^><55gx}?!`)cBVPmxxj=sgR1h||frm`qMjD*vPAeLK>IB9DQFjDjjH{~$
z(VD|F#A;8hP>n3RP_PyiR4_Oj;?sW(_mMRehCmNkDkM<R2Iqn*=I~&pn<_Nu0;Jqt
zKvc=?g?Oc;8uc98S^yO@V}pZ&Yw#rT-D%DT7&#=+LB<b$yzAQ!5bb3mBUpbsQxO)v
zXjTEVmt`sd9Iyff%>`DJ#K3Oc^SrqcDovS?V0p@A07o)4HXta#P%nq?PIEq}nkk14
ztbPjM-CjQ2n-|v?Z$)ZnF2Y|k3yDgb=;1Ih4eMwjfeKo~gXMxKV{!o@ikT20@<U?U
zH~?u0nrZ@tuBqkahiFdbKSX~DUk9%oP>|9%FEL2*>_I+%|Muqh%RfH-z6wI?H_J6w
z>$6pUFurbeen8G1+wT5{^G_F-#-}Ue{L{_FpXU#iG}TjSO4msmKG&yzKVb(sA^pR`
zD|g3ET9Fx2(VK_65AXhb_;6FDC>>Aa-n-AM&|R6CDrUdp%=qE%^6h`c^<_DEawJLk
z7q(6JSX};pelRnie$4-h6Wiz!+s!=qSANyHxW332le%QMJHt#|`tfYDHeKJxCc85=
z-Ijd%7fZi(ck49$`mCJ%Y(uju`_(YD-K?LH?+|CtVP~7C-ELNYC4V+7yxOcoeDqu&
z`KR?G;_>HIP2tsM^^kuZSiM6{uU>D~9`=vOp~aii=Iffm>&@ymJJ4z~>!k7BvU2LT
z#orApW>F<*+N4UXYhoPcN6C(=j&)${>|EcB0}TgPIrU}ncb}E@J|Y&ji9=f!A%kV1
zlI_*+`Qcs+8hSk%SIHx>Nl1iY8ggZ%yV}VHm>c<P8t$z<=D>d_CH@rotK0a`Rue&p
z9E)vV#A&5S&kWsXzZ$jz)Ae{fNz&c3e}Bk}JPleu9^B`3=oZxgvtQmRu*|xZTBGu>
zvdp?irl;|tEl!YC>>qzRGd#BSppXBFXyYA}+oawLlcwqpvzPTT&9}H!U(qtMVwbJ5
z%lfVTSaFBKhX;SWJ|g0*A8BvEJXCXInCD;Yk}N;gKb@`FCF|^x^^mpm(s`C&^!$pQ
zUnS=UeA!_XMm}C!Y)@_1i>pzRuwEO59qBc7m7H9aPOh?(11|X0+qtH<vuYXGk70YF
z1<c1bM!_sMrPtJ5a&pW~*|NApi(uqNfsrjM&6@evs@Z>)qUhEp=T;v|YQ$-c2VGh}
z#=(s>);_9-^$9e!Jlw8}YuBY~*HvqAtDpUv1WX&wu+iI;#hV$6anm1@XhT|%W~0rF
z#kA><@wBbFG?ccqVp1IFw+~k4lOngqFDCYq2qfRNrp@!LA{58Qx<D_B@?rNn-hBZz
z2MrSZ=rn(PQ9iLMPSiYlWjN?aizH*Ao&O^9TSH*m)k*lfiI1<!Djmh3P2<OSdSXpa
z^tTtC_G{VoYMorSE?u`S+ep5$6aPI5kN!jZt)WD?+`@VG*BG!J@q>`Ig*)Pq!HOdU
z*tB%Tj;u;YMgd1oJZG_{qk#1j@(KHJf$TfqYxI9AJ-MPMSNX~DWuwL3m;f#0P@he~
zn&=_(D~*9coL9*dvFzK^WAZjV72lln)c9ND`Q!=F@fy?hqDPyU`IL-IcY3YfCTC-Z
zlC!JgY|W|Hh8YE+do*g(y4?Y~D@EEzjnA#B=T^mx$Vl@)CWqJ6!<|z!69{YB`+D7K
zDOi6G0zi41|7JHCWp>m3Sdtb+y0c>#K9sImp;dCtD!pbEUsH4WjgfU7l5%e0?o!pf
zHYraR#nHHbJ80s^(t&kuvm^65tk$ya&AP7HIMC#z-67&w_@!z-JDNE6f&KYIaao!(
zr7N0G5NL#I(e+O2>_n3AI(d?pSV-S52!4NjYung4M+e7vhfY3@!b90^&t-{de0<GL
zWcQtp<JmVuvdaof7jG|HrRniR>)y4WSY}ydx5GZmIb^Spy~lJgO#>Dki>HC;nNUjB
zvg8`?X+X3?*CEJhwNW~s+QMuiZ=LMzb(@kGdbh-RxF^SU;Ou0gbc=jMGr?wUVMu@I
zjS0vxvXiRMW;EirsM)Qc&anRQ{<I2CL0B<&cX8foi5^eq;x5jATiwN?ROSNH{PD3>
zdKyy}!vV1gc1+x^nV-(4`SQzYi(Sc8`ojng?z81Sw`Xhlg0yrVP`DyNJiWF<0ULTU
z&7_Otg#TNJqu_M(;-;=ux;UK{H1>ZxbVFJY;%3j^$H?w(b$j*p{{Ep5X73C8I0$Of
zDsAVpNt7Z%-f77%r^$`MjHq9f2>(CFU4<mH@&8oiV&6JFuUyeDwDY2{Q-hrxNd6o=
z8_1-iJC?1TI_0ZI2tLv)1J>OA(=S<EH$s$_C)Ypq3ntg}iyewUU<7d+*QtNmytH3B
z`P^4h8nZ8Sc4@a<J3*XnWs3HQJv<v_pt!!@h?j;kR+1gpVSN_VZKCz+@di9U4#Dvt
z4v(`^O~Pv`-tKF<xqS1dZj;!j0sn})B5&=QezCx1d+;SKMW<T%qHZ}>Ia(#yi6q$-
z4b|(v&=X$Y+wODxSG6f9m#2SLt?~tFe<MD!X78rbAujfVxb1EU*rhygl`fr6+k%ii
z#1DhG50suH-)h7|ccXD9Zc7OeZDvmaiE-2Rpy*Bw^s{bH;eoa!)$UfjPR4ZoDocJe
zNg1C{$EBqtmG^Nw(w8qO#HuNik!)G`+_i1jY&?NzzoH~tPS>V-JobMGvXd39`06$p
z+S#UtI(;rKsL181S|zid!x;7EwN*ncT1}gmzVG@$hmquDNj1H?Df8ZSzjmp_=Sm{U
zwM~sb(B5YYg*s%i(<P-mMT=PcdEpKvcCIWFU)$8UiFX)j*ND%RG?HtZ8foXfLnS?1
z(#fuGD&4b1(gXFZa!r3pwVJj?JH%d>Bt2DDVpp~ZB%7>sX(VUMGU@ddr31F<v6dW9
zPbBHHtE!PGyTr5I&`5rC>y$34XjW3Up>5Jp<gkUxbu}YZjdnY1+H%-R>8hHIa{5*a
z0S+T?&_emDs)b7Wb_*d2gJBD$t7;a?>02%2D>;XZ)Gn;rsjGjqntCEZglID!w<<>H
zx^_=FZMnE=vQ4dGwr6s)eNk&HUr$x7BK0I@-Y(=@9SxdkrfId@racv=e5l?h=93tU
zTDRPHX9kkfkp}>KqQZlp+8^>D>na$WWuhm2Cv~6A!Lrh45Lw6z$rC%*(|-gI<#DZ@
zPT>Azf+RdaIZ1z|L|kJeA`a0Z88O*5wIN%NpRP#}ajP!K<y?bG#6|Of&96pzrcl(!
zh9Z}fO)haSNtmv(FxWz$V`E+jR9V35Hclb$eH0wTJ!L9<Ud8rBJV^5)J%{3%d}Bxd
z2e^Yh+FaiDv4Z3QK0ad0!j^&A7#Pm~s;-#tHAWb}Uub`Jdaj*T4PfV+;(|HQLJN`&
zRP*GxM}lnVJg6&+Wk7>d#QTFwk67Y8z*vUMuarQ<3F6=v8V4L4i1%enT3qgwS;Tyz
zja6LCvGIt*XN;Y!YXae9w>YQQJ+va(5O_XDmJx*5GXnArV6f6q<Z`&lCFEr$W7y=#
zdMV;w))jyGylilZdFlGth+NwOa4(bM^eZRnb;v^Wuak$zkCf{v+VL8?{iETAs2O>u
zWH*xOKzZ76XeC>dvTBp;gvm=;N<EUZY;PJVC*lM)4ya;Ff$3z$JM-i43R@Ey<GmxE
zu*t)ir5($d+v;V^X5L3v*jj>in!0L#b*)RjO_zVJytST^wNl2}g>iLZu<zJR2kcWD
zMc>aeC3iQu!UfswBKCa!GF>AVOI|&2xHlv@(#JtEK1Xwv8<u4P?p1{*I#r{X=1RVh
z@{H4ks=!F}npIBZttj%A2YD-uZ0x;A7@LW3p~uz*@VV-7O@Rk|axJZ;hRF3qg^yk&
z-_w7M6$R)^oAIqC+vTKYTbTf$mt>~$mkFjh5q%@ho(>Z7kFia6pe`{IzF~P1_&XHR
zk=bcFZkli$WM*X=TE4<I4Mcoho>rNW*sTQ9oQTY?$y%#X1M}YGBcUr6C&6Bjpm=5W
z0SDoyi_7WEZ7So?TkTKsfUN{&%RkvVQ1*Yn@e@ab-y$-Ozs>qIeC!{|Emc8(+UWQ|
z%iiAQXoOm2M!L{SFwKd`w(r@}-uveAUmk&x;5Dn0kbjR~^=7MZtt%27Xf(|RHN4S$
zNO7D~gIwZX#(ORT`4?*mc$TnC^T|i2d(#cWIA<;$a(*vz*Lu`O`qjt7>De~T8Mc4?
zp12k<MI390P4%lu!|4`pPp_^p)d8OV-FxI8U5A*T0+ZPGxHSsH8so@YY)@myD6Gt1
zB&9NW<-v&ePO~_?8KFATzcG9e9zSFB724mDrjWN~Hhy38x(VWCO^w69IuE~RoHJ%k
z4Gu3j=E<7rjq~XC1mQp|#Op;uG0}e&$93LgV)IOhmlBUfF04(${KMT7HZPs|JDs(z
zFb=q3cOtcqoo_s>EZtbb*v2HTo9vCqd-LGC*h;1tcw6i~wQ)Z5@=WsVQ$&ZwLc^1~
z!Z;5ab|+EaVu$T1{NN+cc*PM1tLeuP*KAJXCG2)_aK`CI@+CGVaea<(wt0W&B(5ag
zIIh&jBrZ1Dkw<EtIg6UWIMTY+NyuN2V_38j-nzEHh^tLy9DJ+&X&$)j$u$X2U$E`6
z|KnM{q(8<#)Ec8Y(!())lRVD$K`=UBrJJfS&Xb1SY0tnLMjs<$TUQs?&20(*^!Qw=
zF$vw4M2pQJo&oz<))eux!X|&_Yqr&OzMZ2BQZCzMIX!MAoaA(|SqOj4Yif*hr^WWP
z+Sg(@E(6;O{u(%}$?IH$P4Gq~dc~8VEx6B3Z86_lSV8gt{%*tEYp^?={LjDoYfzHg
z&l;Jiqc9<Nq%gPBGQ#dAa&|U*80~=go2zj<S@2BqEZ&=#Hc_0@VwHd7<JhYfC&A|1
zD;ez56lc?MYXakd>sBWrmtK=$o4^@f*ESuTLgQTMqUd!cNVd)xAI544+R^H&{auK<
z<TcwxFlgOGWOUL|TqR3WGHG)cIeTn;jKUC2M=T{C2U)hpi)q}Pf{<-hDT14cOvcWw
zPr`q6eG(X3$1;+gD<^-W*9694*R4)M#xG-MHo8)dgUszrqRWEv`1zM1g>keEyF%3C
zw(l6D!bd;6iAP<5tphX8Xhh~L$JO-XsB1O_c=__Xslmf7n%Bk=1%WU;6XBwdtxv*_
zH_#QRpw;x_pldcK@jhYS#vGhUx^aA|jb5($S2%}>8sF_~Wodut_V;8OqUAjaM;69m
zjd7?gwkKs_{vp$=_-(iAQE#q|5E)6|Vx13P5S#;95O&;45Q7pN(8I4m3?|=R0HAL#
zIN`S!BKTt;SdUTRabU~?>Tw@k7xkg?#o`qw1D_wo$KUyVsD2rI#bKM1z4=vf0VmqO
zAH5QxN!<!C^6P&erA&@x9}I}k-?D}-WZ$hN$WHcPW-sZV8I^m}dO>4@=C-Te4avM4
zC38L`b3RJuVo2s<gv@p*Z?>cIW;>KO+fjM59m<>SsJwYK<kYKCPQ4m(>eVQxUJW_*
zYLrv2hn#vn%Bj~wPQ4!G)axOqUXOI@Vn}98DSk7QH*bGN<;|O+ym>P!Z{7^$&6`nq
z^Yf5XKaX<i=OL$l9_7@}Lr(oX%Bf$5ocd*yQ@;#3^~)%yei?G=mr+jrI^@)^qn!G6
z$f;jPIrZz1Q@{2(m9!nL0?Dbg#if6*&wg9IUBzDkTm>GAzX+7h;n(!G-Fn-S-uAcE
z1&XJr{m6f0pHfag@^;FMBm?c5_^WR5S0(XRzp)REhw*CGL>H|b{M;e>x?A*hN%Zw^
zt9VM@j`vV!pCYJU`=(pwO-bg>Z`pSjs@MG7o&4ug@}KE_u%6hr5v){aRc!1N)HHwT
z*8HWU`O9xf|1bHT6MhM?&%SPClSd!<?9=nrq`wq)tNvP2{k23Ix*oj~Km31G#b)y|
CPS6(s

delta 12292
zcmV+fF#FHrbj)<HuL^%se|N~0#e|_DM>MYrY+pOaJrZQ+TLEfW^lO|8X<_Tsiz(G@
z;LB=P+dNoElUhgDJcQhR)HZ6|eO%Igr?k4?>e9YQdfxC9a6wb7Ir8#iYz2KOl`Lak
zNLAB$_T~`<#LUJT*{q|`YL>d9=$e*>-aB^Su0kvn$l8G=kOF`Ac<1B>AC%4q&jMRj
zb4m2F=GW)*04PY$47}tlANyvdF0hM^FX?+-!=Dk>)q$Jwui|RNyXZ1=lfMqQ^kOsi
z+tRAMNXC%$`8uKgZ9`JDgWD85XGhMf&_b27gINk}N1h9n2L=4al8j<!@Fh8se<T_&
z_*TFUm}W%>>h^y^GdDJ0bA70g*dh%R8ry{9{Qi)gxXg|Nb!G+}n$Hu-!AKtuA*Xru
z@l8hj(!nn|y*_>X0}bBVI3!_CLxP7s3Jw5G5|a^beqxbx_Akh*RV65Knras>&o!~z
z2>^H>y58IH8ok^_PWD+G<+)aek}~#|0tyw1z}Rk(qtSmYr8Jt~OGc>0P0SufC+ASI
zJ^7CQ4>1Jj5f_cZebQ+=htG>sSGh+*MRd@ixjX^xMC#+0#5Z3wa+1cS@7+gP&nWfr
z5Ga0Y=Frk^89qK@%feQ&xC*e%stSX(S2fw}Zd|5^VODGRIw6~0R@<b+myWBA0MqJW
zFWoyC%V2-hdNfD>L5XA1+fyZ8LARmmocP{u4dmV%x;XMZwM;W@7od%g-(~!hu<?Li
z{(NsY><{8#>dH54K|E2`$Cd9kgcM!^tpd=>oBx{ICh6g_UOsBy0+hFefS+$^s>4mX
zv}ot|q<k*EF(8k1hy9w@Aqh)rv~!V7XH=7!F5Z9b2<`4W;rHmU{7$hZj)I3qo&5T*
zxPhVTW9p$DeQ)l8_bYXAsTNKvk66C5yVrCzaP0_sK3p4bXBjo<<E@01KpMLF9X64Y
z*Qx5{D%5tE8v69#5^jJuNtElFm+wUdK9H|VgN@=F!r8rm-t2C`l{tKnIb2uh71T%P
zbnt&=j<BZCJ?V1`3VnkP(O|9|TzbR;_}FNyBN};AmG^FVmp}<c)iRSPjD+wAiU+&U
z02mE?j|@;giD4C#6DWoVGSU0^g3QpNStK4cN@Aj+qbzlUpF`LAP$d-#B@Iw$Lf{H4
zpI2h7kq^&08b|cP@Rx!cy7YPkvU$cVzz~0-3I>$k<Ybc7c*Nl|#!l7_fdsH_b@7PS
zqy3>c`7SwkS8_@))(!bIpEGj9jBb8P_!_rXPJ)F6-F%WTYL((-TEOz%l>s7PLsB&C
zH3jeEBlq;cJ^THRJyCfk083^%*rh^Cc?Cw9Bk^@R-#r@72Vx#*FC`6P3-t*oLaBdX
zhgcJ!i2HjiO0pgVtMCPA#fduf@3DYMTx<a7P9|a4<d_e)#X1~yN#PDhLomziKMH2C
zg5QoTgB5rlX-;wp-~N~rAFAsx1M<D?dW$ODW#FZjlZp=-78bT#HgatXB0^_c;-NWL
zx@Uj>`N_5b3Tzb*h)d>Fl~iO2vrd1qc)_a8FrJ0zUndV|iAGe5dXmA?-$-Ca-pM%P
zQCm-TCl;{FwsZ8hMunrlvJGK~*^hrS)4!oG^vPosVwEIYH6-fpM*i2MiGnc??xg{+
zeMXsm8m2t#ho|`oh>y)Dm03UseU3Fh06F3pg%P1@euG~;TS+afaj=v#a_oPwL(G7?
zZ73z5-a3>M*ElAYga(F){Y~+57spKyNAVAVp*lNi3?j7y9!8*w@WJrb4!&wp>LqaA
ze-8Ib28H@Y0H(JynvR3-jJcfK6RA;Rh6QR5kKq|JH~z=SI&?Go$KQ+Pw#eUY<u=LP
zPvy7B+cBMJ(PQ6XGi|=Xc%FZFdZaIsBGbfnI>W<JTWSmwjqeDytw5344fWgPtgm49
zsby1@|3|cURQk{C<4}SBm0G99GJk}D0`S~G$<4125G7%!_=~q;fwHf<5IkX9aUq}t
zu1RP&Vx~fX!@xA2lE6Q?!OaqLG`M-v3c*y5s{p)~`Fo8}0Ngz~FaUq<ng;`5<l{{>
zMIf;+G8Tjd5f~dnfv|z9!W+WO>u^6}4!O634jmuqfe8;HYbgffZ~gkWrW*ycv3P4y
zu=rv2*@ba+k>B%)=KJJ8+34^rIcc0(BMazsR&dD8+i_(_2h@v~<*<IRmcwerL1DKv
z;Ala>3o5zz3E4?u80dd*=>VHe94{kl1J{1SMsNy3d|XHdM@IY>tUB5(^#$4OqJZr_
z^-qLyxvK}BF2RuI^nSshBFe6?vMcy|3FGi3b8jr}pr#4GP^+ht57DB1;BRmA;J1;t
z==>LLl=SdIpq<jgftM)@igfhBvx!N<Wj1FC`|_KFiXYM9{aAl=(~$b0VR+3IZdiw0
zqyt@5;_o)sbn+a%u>|5t8ypZ7_pI3*Y}`{%bHD+#)7*Hrjh%CJNC%=k<-V#gy}Z}b
zBlg>5zjwatgvO3I$wS_WCB6*{j7J~}%jFV{tkUQr+dc{Ohi2j8j$rf9iS@+hWQ_D?
ze9;<D!_ZRUTSR||5ouFr0>m$&*5&Zo^}iaX8#&qL%G#2OO%ups4DgX?*y5G3G;LBU
zi28-Y3Z8z^(8E4)En;fe=W0jOsN2;6s9QDZ#f-Gae9@gyr<l`$xRkh~S4XUaQO~YU
z2dr+rogDKR*&)%hy{Vw-8_uhkT1KHNVmS&KXUjp|YKDKR-B_WOOy7#5?TDeBP<`XQ
z6`t+i3eNU#>tidZ(aKgRPr8W22Pu-cfa;`Fx=2^L7frzcLYO2nn>g{7ig9mQ)7)c>
z^tf#YngTlU_j$C>#}rfRtORRHCGkNFe<h&-4J5(nz{Zbqh_q{I!AFad$N&e4a}aJd
zBs8A3`c;1j3Z-|QV1U|I3kIis&1gVsQaPaJOQZm4S1F)pN92I%*ORN@Y1NS{lj+hn
z)R?rc1-i8ibv8Zf0^f_IH3`8fLiR2}mQ7pkw?kW*Kwuz?xeTyKL$DY9n1F%-EENA+
zloFvpLlZ0-R1*zL1vt$D3dTN>`>0hcjfr#&4+(#mjxi!3(=kvaWco&ngin*oY3#iS
zps&Sbg!@~u2z;NbU;~4K?R&`sj5G#((U%P@-pYUj3%N4jfTOMqM7X}13_8$eK>{F9
z-%S>o&S3?(FDH#q=Kv$6ZzqjYi^_a``$2R*Es+rD-=zY@w4-Rxu1o}gviZ0by-CnS
zf9rn+1k~k~gB59q^`afoNjD;ZrVtuww+nU4C9uX08VsT%4a{VO^xvK9o9U;kHECYT
zSZYiC13r2XJ%W;sK)0Z*Qsh|3j*4~=8i1f=n+wq>A(>CSKO-6N56$@=t~CezTXVkg
z-*i-l2-KsUg)-8e@>zGl7u^9*nge1l(4Bu!ylW+y5MX>EnUFXnG+4;doYQ$izV7AG
zM;3{6hXfm6%I5UgM_-Yxd3HjKiun+uZ*+Kx{mSOwQwMl;jp>8Ch5|~DaE#{KX~ZxD
zdwmj-BAt-<n^Gw_=?kGp^uk_U)hVM=ve314q7n`2QlJDvBR|hOdP}f>;s}Om%E^Br
zFiZDXSe_R5Duy{MiiJ2~>)fG3*s@@$7q-t|z(q|9eDMR!wAx|^@SO@c1jPl>fZShB
z7{)P7<RMDqCI~YZ&$4;my>wt9;`?C)&m=St=|_BLE*}*fwbix-CDH*!T@<Nc>~Uyh
z2`r+fZD{}{MVI!-4C3ru<w#DsDye@iH>yK_6(-IYLyM@FvS<-!vLdVl%bcA?Hwpsc
z;NYL+^<3VsxVP#|A1Ae{JeH2~z5&w12MM;hFe2}nIGkU2nv3#-=6u(B<K5_u_h=di
z*Vmr$32V+M)(f5$GSVB8zvny?;Qr|2z_8u@UiU(I&>K&*uR9Z_Ko4ss!k2#+y>Ill
zZ)*4=^Xs|m(6%Fe=rgsST24Q`e_BcXNPih-8D?Uiw8<h0!9ANL0Y$9&lm-;(1H|7f
zN`MiK+!BxkqBI}P1qrD2kT?;IQV%!?KV4jM1erFO$+4zYqziCb;OXWA1rwjuo(ohc
zRLu(+=?%#p(&hpLnXH}*R&akBdoE1DreiKlu_@lUDT}sGUsnDGdM-kMr`=+xS11Vo
zLQnYKcAwe*#!oz-x@l3F+@WaG2%dM(MqnZvag1L&p#W&an&cVCA`Qv78(*nZf~|v8
zHvRx6hK2njxupu|Pa7Q{0@@XEdG=gu)tMd`T2*%JsNu20MnsPrVS#@+F-~+-!s7`B
z4h5*uB2ZtJK*=8f=f^ytBe6r*A;?(<FpVhKzz+8JC+&e<hj+|0FQ-8JGb^XiwpF62
zk!|0*w6(r3x)2ka$*RKi2C|l(eY(mB*nv{FW@4Mzh6KX0`JMAF$s-bLl4Wy6+Hna)
z1zxD%Szt#t`G&145*&Z9pM1_$<juh$$;s7lP;g&dVC>>6rdP~y)RJ&{AK$5k7OLJl
zpht^De_0|mcMn}Hw%{CwT6q5EL^Aj7<-@%R)w0B5Fl|aAmHuYUGf*>9LWE=6n7r>9
z&&arQ{o_^Sm`nt!9Lgj8H!|HvzH#}Cq_%4!`)}=U{qaS6MBjgX)|t`AD6cp=Mxl&v
z8MVAZt9?z+X*I6x9u5OD?QB#(>#bdh?M9U_ikSr)wnIG&vW(8OByhpcz$-%qok*Ak
z_-bju|6UsKVgg(ncC<L`m!%Oeq9v&!$BQ{nfpJ9PqPV{X-qK3PQu?1&>VW$>utMfi
z_sBR~RJpF8Zx?@s4m?RJiMjl3cD=i!WzywzJu1|TXb>yJI*hD*bh<a)FpM7+Tsq|Z
zUg#lmkKFXh{ywoCc8D1mdwNa4uHmR&gRJ0?+`}dnsAmge-7bgqdO4_HmV+wRWGMrV
zmIKV+yefbdZCMo{3-o9e&^|Ax;65*?A$!)OA={=MNyC4`K5;E#3iSmWY64xsrq=KG
zyo)}D0D;JaAGFTNDe{PQE>5Aztr;K%RshUMw}fH|_Vj;FR;`O?G8>V%IKm46l=4D#
z`<1W*bf}eZgY~Uvq8D8hpp<v>_8Nr?Dc)6Z-c4&2V=pVBKt6j{%>J@W?9(E#m(%t@
zJ&9M#y{LaKA=oo{_235k*j&7y&~jaHXwk73dJBZtMrg#pT^>KgobpWIf=eY-;x4Su
z2()NIDYjl?(BwnELQ~}BZv}JBi>CrbezA?Z4U6n{Q6M-KIrTfnqoFn*g~uuq*`D-e
z`&(Z$pjapyP~(CJ5R&D=?RKHQIp<j9s4pE@n<ak_5u(2cO=lAa^K5r2n@F>IdL-I4
z_GKi!n))i)ldfcc>k6h{BVWPOw`OYAepb*lYdtG$fD=ixAZ|56)T#l^dGw4Sx;E`8
zm$ucQjc?vM@E-X`*CFPoz$CVfLYL=rV@;9CGcs)w=^?|duuZFtU1)GjVl{F$zDQd>
z?x=q;7n|4~)-zD@k3VODBMzCJ4Wsb#pC~?CTHAd@wEVvqJJ&a{#S`d8$W9M^V?@&>
z?+1)H9`lUHmchIE$QgRnQeQ8U`pY7zk>}YbdOir!i+I9?S{EM8MdrL%=S2thXp!vv
zogTH^`$guq;4=ip^a9;GrQmTuUs`V^hF*VWmnA{JUM~8V<)SaM`A^sv+7>17`{m~Q
z5?ZBajJ|@8mrJ5hqvf(>Iir)~VlV5B^<ox$;P|e{i7(%S6Ug}ZJ-7kfbSd&e#z0o7
zE7AAh3Ut>(ksJH(;a<q;ZYXjFd`zs!kLP8UEViI;c^xT6z103w%>HG;?2GL!#q@tm
z?IgwUi|!khJct(T!D4$tG5vnQIlu6JPwc~zOa5}ZYBBzkW?7%VdI>WtSCbQ)k86n0
zlUvJ3xAM+;1$vFGxH33-zb&MQmUr7AMYwQ1lDV0qWih`j3-`1rT$n!He7xM-0IA~@
z-HApaxyS}Iim)NO%JWeJbueLoZ`gmQ!$mt~v4~h#ER~>#ZY-FtR|yJ&2CxqRO$HO!
zp{an1IT%*t=vAyT9*~|pJQYX}9Ue<nsd8NBJtlUtN#5jGnWyFmlBKllZ#v%3Fs7E`
z8ij~?(P#*d66t^<5Q)Jt1YZLK1rn*X92|eRdlH1i%&I#_ovlkuuDA^WJ3W687`TKr
ztq!+S0pW<%={e9M9nrY!yj(27v5{Oj{&*n5<zwd?S14c!IRZeOEcx#(Ewt2Oo>#)l
z=K1Z4R&GFsNGXFrbp^36TrWW=L@FQ%z_aUrHR6df?9WpkZd@nXzvA9J_%61Hv&TOF
zrk;IrlVe4%n3J6h$|vJ>Sq6XqD)C|dS-{2Ol3q?k%XWf0GV0=hU}#n52H)yLrMR1q
z+l3YOnELM}LN7Byim!uHi@v;Q7-MtqJg63X$)Q`IGY!N2iQZ@b-nFSrk%7~CvvrBd
zJ=lhT%MKU;J5su@)0((;Dj=NA?|c=d9g0{#0bvP+d$~C#6wc+Mafg5F8L-4=;^hMJ
z$1Z-ZTkJSA(mnXdGhXp5KBx*zj#ahfUh*@fKc|PNHWV?2&7<p+z=&H!pX0vBAc}}>
zan&vfFhcQB8c(DR4|gP#z_LR@Xb?8XmwYri&;x6ab)@1C#Zq86x51RaB0g8l4MkY@
zoTr6~6HafLl4M?Pc4B{HRI)nRoM2!DFdeBd%^xm>%nA;8#f%F?nu&HlN7ykB92F=@
zIJp9)$qKX6Dp1+#WOKX=`NWL!uG15<DikXqOh-ygzo@Xv9ibr18f+C;@okA&30OC+
zFmL=DneHRs7+Q?O#^|ex8!y;Kh#BW^BgE{!JSoWP57(D}&)k1nFp~<yXl!0hWQk3y
zEZZ@_eC7KA2gSnkpLpiGY6_EkMfLO{{hh7F`-$U)h*lnP5Z(@yEF7WQDHkfz3yM3C
z$N~}!FS4-sgAO;*7vvZg_KjQDuB;ZD7=qelCdZ*xktgKPW1eeIk3-#1;xuBle+IHh
zLo)6-AeBlm7)XC*<BteZvC31ffs%se`XNhk`hsnj{m<TaPB*3Tuuoizm^@)@gzWUN
zHbykvt>=kei(iZ_N3Ux<yEJIt4-M#me!X1uFUv(2YeltjAX=^i{B5!Z@S;t(1}+G+
z@SyaFHs|ckIpctBFKyK)ww`r~$t`6=AYNH=b#YyMMNNN@s3Hi=$0nrTo&SN8CAPcB
ziB}JdzMW%Op&;+b{-8VMd)Fu5Tq<B+yl9SEluykd|3Xjr47&Q1MS-eNMUrM{^82mz
zgyY-<&)=pC(Cmvt29I3wfuW-q5OEOFaWe9)cn#U!XP^27X-(U7#p_?I>Z7&WP9K3z
zAcjTV?1+CKgdsVy=~R!SE2WNnY0wt&zb>R?Fx1U%Ng2D@CF{Bu#k{l<?DKx_LnSRO
z8Emoi!tyw!URI$l*aO>rUK;h%Y9m|0jla3XLiR#xWQka#+<v5L0da8fkH7>@Q)F`g
zvPB~9TW>D}rg4TvC2+EF##Uq;H<lU{7YB#M!2W;fJrl=TR1Uv8FQ%mygZu@viDHd`
z-{r@*@Ij&}4i+q0q*;cydIOg6UH-^*L|R={;f}Ogti~BB^;?E361o839RQ%GIpcWY
zK>6oF=OvX8LF9l+3wR*7$^Y3EKwbTcCPam*DV`(Senck6{NYGiSWH$5O0N}99N#HJ
z_HlnetSD&>bY`~Q{hl~`%?m?Hxj~ktU4{ZZXd0;u5fEB+?>(D@moL0Kl}^H!#=W_T
zj`v4e4Iju6--p->V2X<hSMEN(`hz&j<){5&8;6T_fqS}NEB<TuxO5jD4p6PX8Xq{H
zVQ9iHFu$(M1HQErN^!ZKk}D?WeyFIJTX27+idy<5g7d9dQHr~)`Y5<^MJ@LdOEmWi
z7S+TH?A8LUWYK_sX+1%J6)noxg;urbK)tLMr~<ycItsL+Xb%3!+1V%zu>&*Dn9D&-
zE*4@HN{9zHHO?`Bd+cDJnA~5`uB4xwJ=N5|C%<kk$nlCe7i71a9+g^nAV7FG^^t#t
z!@FOiEFPg3q~$_InnA@KVw#NB*zlwrhx@&1SwL*NL<{dwWYcc!GsgK-D4iI6Vg*{=
zM#myYt$+kyd6$LtLW_HZgIPmD{>>fZ)5WE6#?i>u6ec&b_4F-7(^}b9AOI4vc0@8&
zq!|@==$1z0;OEeF3=(2LUXh|%hNXXaj)`nL(2PwmUP|NQ-}i$X$#d<K;~ohu-E8AQ
zBR$U%H#?Lj$ImXE+VO0Q#Od+07gPeFSe#Wv8!d#EJ1);oDj0NT=j9JZbE6u3dvPnl
zTvjkJ#P<B2j9VFlj#|T9OEK8m)UUs$Ltm0lu1>R+r{%Z0d269#@D2rso$G&xhis9{
z*?mgXU!n(qz(_X8_6}%Vk)4g{5r@i<uHA@zo$<p_@$G8kP<yjli8Q)ZTTO1&R=ZoZ
z)$&#)^FS!1J*N=)A#wIbF{?Dt9Dx$PL+00K<Xe|C#``lDpo(o}g{DfOsGyu9^MGg0
z{@CUw@+?{m=Pq{fUkYMYZdZR<aVrQE6}1AubdMf2YhcGRJeN43vQm(vOn9S95{WK>
zxghd<Y!Or8%}GLp;kedZ*>D#*du)7+!lZ^w9Ke)PPaeXQ)4sj?_~!NW0M#(hWq0!~
z3Tb@y9}pc|qUbz(d^tT@$m20^=~XsmVC-pcT0~vn8ubo~B$8wP3blW-%t#RQxG{Oa
zP)6{K*<Jxk8Gij^d;eBd5Q&ZJ7D+mxv?#R+oi;Hg!BHPr${ZTqC*>g~!O$hnT;6?D
z8fvJ0Eu#(N(yK}{B28*FL(!uiF%pfc(pGg{+G<lo?k_&54lOZ)UKz60AV;=(2Hccw
zkB&#A4~<?;KuSfl$sd2cDwi&eQc9z?VG?{!18ZMxL8+psEF@JD#Ra6&3aBU{6@bg*
zBepDTDF8V~!NK^5d{3oqjaub`Nr(2Ypivq`3JjG2q@Yk6JkEXOe7zy&!L@@iYmX%Z
zC@vaR7NzB*ilVlVux`-nR|*P8VpyYyngZz%PE!=66((g+Sy6vd1ho|;87aI`QAIM-
z8dZ`UNr!5Z!zisNIfcrql0zu2Ea@|(YhuM~kFJvvp`hxtf+#L1?MzCGO*@j>LUiT&
zDknwC=G7LM3W>^MQUOt0INsyPF;o?e!nj6FatTU@M!AHewDOcVR92l5hT4jgy{VwQ
zX>JEmTUa`nR2F}n4kWdOh>ph;lo)DNZSi0LD$4@1ulUBZzw@QrbKn2mxJJ!x2@2ws
z3rHT;4M;P}2#ZHYiitiOMIBa*vWx6-FNw<rQQcW9;bc2(V#ORbe!}*s9m`}=sBLZv
z4yCP5fx-W_5+sG-D@%|ly0pgQb`y~dpyRUt8evP5SRsE@SCnErO@eRCqQ~n1H7G3t
zP)wpY2pKo0AoSg%*c+6YipZOkxyIec8=(+Xh2f^iZ&N9UbYp@ZD#*fw>LknJgR6uv
zgkP}j(pY&il27-|T=X7Yp9IF17O7$&F)cLI6efp-dioZkY5CC#1VFO6=WEa8@qE?|
z=s`E27tMcwAY!;QI2O4B6WPemcCZVKBXUl$4x51qbf@)*iF|80yqSiUteUckjCZ6#
z33e*Dxhmt(Y3+8FbaI28C&Z(_TitJ)%jo9wC0}fZuniH$Avi?p0)&0RVm}=r`&t4y
za+mwM#N_hd5NLy%Rv+4#KwvhXKk(HPnM@G%M<#!tNWGHDC0O6!(2VQb4*+$K$q3iK
zSmZvrD8&-1eFYT&4lC<Nu4huxvB0aK972ID0ObPmPb|yjV($p)QsTM-hw>WQdQj6!
z(RvWFjgrNfl|=F0hb%(i7IhjX`^K+v7KGe$uT_D`Eom)z6K7g2ZKDy!;2!5mqWPc`
z4Mcyul0!B)m#8(V;M|u)P#wWUS|T|_f>9j?igS$A6cLQ;NpGPQO(edHG<6+F65^Q*
zO1SbagATOp3jrRp59|t60Hz{Z17eL1I-xpHzyVUps0MOD1%~LeaKhG!X^cm<+r7wy
zbyZ+;Rj4Iz;!LXmZ8X9do6l!_-D*iRTb+MsAfkaBGLeQ*4v}C*=Y@L8mu^k0+eyO7
zbvjM<#JOUuY<04^&1cSKM}k%#lvsUHVHKjrixG&_Y%$CKC@Ecnabw7M=p!fCP5R(x
zJ;`8<Xe4-t0{oC29N8Bi76IVcJkldZSV!xRVPna_kZ3JLet^f7#`)=X#L<?`cK3h#
zWCB@7IuH5i7-&o9ySD4>M+6~dY@=58&re4Oq4ai+dL9c3m!-SH4l#pk92|H8ZBu1>
zq;1hS(tnK5HRAtw@o|n=+XV+m#R}JdFyGyq36Hm4&VeUV_(AwY%e`2MZ{&+WAs5Ji
z3c}_#@Q}&dNQ2YdX+;B2oxoTi>W+T^jB$1KAX;;nhFI;16{?YC7Yf#*f(iy_Lwx$L
z;Xbm4!Vu^ION9g~+TdJJ#T*{2bW?=}U4WF^3y3PYy%4XIRHL3_TMM9KW^8a!a1EX$
zzB|qN03(M4I>`9Jk9U3h0iwN3WCUwxD#F4S%_@NQvP=bl16H7*xxk8&7}$S}d!9Ep
zLZvAa5-d--4B$wn#s&lh80zKl-D%DTRWs$#fz?j|yxYr%d-LM@;;l&S%tiQXW+72&
z6FnRTrePf|Bv3(Xc(7a$WlSz0L@^U0M1Dw28wVgQK~qhj&^5KZ{1DB_{D(;4>)@3G
z3Q`*9B?c*;J;>+p-`@Ow`Nw~!-&a9s{bsr5YJIlK560K6&JW1hW82;TaQ^Ay()e^`
zoPWBx`1AaslBRkpP3byG!{_?+?<edaC!~K^c;)WcNh>l#Dthy9_u<{24<Bx-6s6;d
z+<W(V6}l@kQ^o98oEbmdUB11zzAPtCjwA{H!nWxii_8Dd4`$}mkNJOJabg=iV!N3K
z|H`jg7uOg0Vp5k3cW0Q1OFy1%)~4(G*kpI6rrVNF|6=La?rxo?U!RqepKWMXWxpDx
zwwv`c@*U#rIqYonwA;<<ujJ2$g;$$(h>xD@BmcC1L_GeyswuqMtRAuht9PjB)$7gL
z!~PLDw0Lvcd|gv`y;*<VW(QhrW}P&?TUJi}w)neY#Vo1>O`BASbxn-J{3zK`)v*qY
zot^8OaiHPgDyP0I{_eA~-bcj3HgRanB4n^ERI<JLJwM!wK|`-c<0^S1HVKI^Ohc}W
zbXPms0COXMO~bvl#~c`?#GfL6bsPWLY9a`cW3lavIIR@vnW2CC>{r89V7eZUCrP?{
z_U{jQk*7iH$AkO44&9;}VD`&91(sR2QfpNHRhC)z$n-Qmw8aUsiv8nHXNJeN9`x})
z5pBGKa+}n9VbWCHVfL~<rui1P>ML4CR_wA>c3Ho*A1m%q`0#+&M?{?UBkc{ChiYyN
z^ZbillI6$xr?Y=GyJVeRvL3Q_UOLb6i=JPx^Q+|ifG<0Y!pO&Ki|wiHdT}*M64q;@
zup_;uu9B0h(#chJa=-<@dOO$jc2+F|`!Q@!w1D~8#weKOru3S+OHPitDO(nIXc3Iu
zC@`{RrCBrIS~a^;6y4h7-0DL~jX16GpiAq=IJmLK+DCu&us(sNmWSJQaqYTv?Ye3$
zZuPTYlYnW%88&*GvUoFNF>d-}5^YEe(rmPuv6wdfF`l+nmxj`oR!oWm{r17id{X4r
z_{GFt5`pBq*0gz^RfOW$SQqGJQ9kTm$Gb0}=Ac1>ADxCT$|qLEiJC{R3<n))kz_2i
z^Iv3sYY2aAyE+MfH}UaRS*4>Gv}ybpPfx7riT?JY(|#?xUagbs)}`y#WgE#?cH+NB
z;n9C+zcrKyms>c`{u%?eBYqIlws1!rGFWkh0GpPs*pXG~$SB~*iRUcVbQG|DLOx+1
zE|7iadyQVDCs*|3DnB{CY_!-L6QG40>a!_W6Fq-qex)%mi1R9$B9?u7dQ9G?r{bHF
zo*I8^JfA!vI$mSCUi4@aGoO-?=}xcJ+vIHQP;z!voUJ+a+AyOabdN@DTDLnuccn=C
zsPVZ~_1vnM5gBRz$K>$3dbo3nW&&X?dta|xEd}dA04PuM-|Qx%%x=0LOVXl9cXkZJ
zhthvFE3`_kS*6#k;%jOyzcI3|LsHHy++C`g*CyrZqBt7&ZwF2MSURxIZFXc{ht*oP
zy;;{a8wZ-4v^zu`3%^v&XGas~KCnN3C@xELrgTN~2?C8!ExO)mot;P$UMElT5)0}3
z1;LMRZ5uo1=-?Rd(8<S9cqrTLxhxTlkFS5(iR`}9aXkBGNOoCa>Ei8Wt28~HXx+Q^
z6U!`%>~`2^Ifv{OviFz{rfI;UWAQW)JrhdFT9#bnJq?I<=sE;Btu{*MQ(Kr#<gJsv
zy>3(TLhqJ15BKEQ4xF7#lx~raXeQXKEer|0F#$P7c2f1(j7IzxHM<qm8P*@(pH_dt
zDF`d(?k>(-Ez#rYT-?R^Z>zgll*(LSnm<0aN>5|TVmKf+!H$XBHS^QiG+%x>ZLur4
zN`Dx^!F{&e=k{zZUyzp00}59ph^N<fC}2ZRrkQkcobZ1OaTJ`6Ufk5RN*AZog2sM_
zZb%D4-0b=L7}?#eZm-_n-#-+>?0tV>9|u8gTBYrLHi=Rs$U80h<uti5m=X1h65;>n
zxT}zaHvXTgT<lw?=ann^g?3&Pc51Mb1IeF*X9JmZbjPx_Q>T2@2*F2sWx$%dfBGeh
z>qdyu^5pube!=9Lez8Ll2#g?Z<2p5)m-b61pZiKmWA=s4F71|UCy2AHOwoTHv4>})
z3>4S*8}ZUm#!9l|I;_uvx=plRJ>G!l$00Z##NlyPs!4cF#oK*NH<xez)NK;`G~gdm
zSLCf-(=QgdY!AMqrRY>EU(_wfDo3jXJCP*2qM>^I7ka|$d)s}E|Ee|x<?__3RlXqY
zZ^TE|?A=s4#KnFPx7{rPyOe+Dt<t6QX<HDohxlO-_kq%r<Xeq+=x#Lb#BC`7qRs3n
zATe&*9u(cFfqvHQDLl}Yq}ttz*U6Z!UuDUUCMo0d>A19%r1Cy)NBZ(5g;+IZGLkI|
zpS!m0nvEwA?N^j!%jw!wkH;QCcCw-sU)?4{JKNMyr_aR&6}dcBt7L!Ha~PxEytZnn
zMXPD^()V3I=rEF;EUBhfH)Y<t?$<7r_*_XOxwfhC2ip5=p-_iRcDkgLr)Uw2KQG*&
z#Lksv;%l24H}MW5?Hcj9l16fEQzPxXcc`RiOFG&0O{IIbNP3{2Rjw(iR@1g<huG_q
zq^HVC?8+8_WRsOHjpTo9Sth-{qIAGEJ=T)r>4_wLc2zYJWtVui8yd-vZk^Ia70pWO
zHndGTiX663xvplUs?lzTO<N9IDP2{wQBL1#A;4ke4O%E)Rkct_-)<p9VK8i=bXCnl
zIen{zd?n|Qk=lh-J9U*-Q%@v_5N*ceR>cTi*X}8&Ef-f!wyA$r%=S!fwl8Xp<?E@c
zRivK8%-e;0tD`|P%`~l++q9>`ln>SW#C#HCQR|lb?#w`PI`RNuPgHpDQ~N_6WL*V=
zvrP1)@1*XtIapTu3?d78A$elwdisw5qCBp((+S+4Opt^pC?~0uh--{Q#34E)BPQFX
zHe~DZ(={m~Zq<JUxtwcIiMVJUu=&*}&lHOK*ihthvdJaxB?;4276x1Bb8O5Dfhr4l
z-Nq^8y^n%}xTj2o&#TzJhzDstq~}mPlW*+k{{VNeN1MyrK30%Cz{f{yS=cf#8w11n
zU)2@!y~YUR_Y2KV&$ZL40qlHJTrdY(XhE`pYMvbTNRWRGod<Pgu?%Q%ig<r;=@Co3
z2N=t6`IQogI6)lzLgRpg1M$9WNsG&!GK-i`w6ThdIW`_~_>8fWbxk0g>=x(rx`$RI
z8v@VA$TETudqzOM0Ss0eid+sixrDsTWDJ`eSuaK0%eo?;mklm4FI^uSk!xE3?qyP(
ze&r;+4q1PQ{&n*3_>powMLS+Yw|_L;5H%z3l<Y<_9Vkyb4y|NsQdVt}oiKSROQ}b4
zmhDX=<wTso#sO7qDKMR^cxQebUSVq@W4w376E=Amv$SIwb6dTP+06Us3R_FiPE%Ly
zuda2;x9QTAx7Jg#R?0ZLFs?2P_8pt)fPHGC==*<prsVD>SGXX%UBsTRU#4s1V#%uq
z4)=y6NBTHO#^-3Ra>KGrz`d%_M5k&L(_G0HQl4?TP!$-7UbD)HycI>>@*r=8k&V3<
z31c%6F7(*C06teet|{<<Pp+l4)DXFzsPNH?<a@fYq5yqqGrrYiyPVW)D-!_plFU^8
zGQoc|C!%k}+0#Kn{xP=c4%8(^!Z$2W0)K}>Ix;&=$4wKCgUqZ<L(5m#rh$mB%hM_|
z61$aPniG-vHCbylYGB@*d?a+m;w0D$5)`k@KHwnyba6SIxlLspdaM0O9<Y_5Z22c!
z2g?38e&T5GTSUh3w^^TtkNqRLr7Gx88y$ZiXxZDl9F0(`%t#kn38py_+4enK+I!zz
z{>vjU61--067uiytKMuCu60F%1C6HHpoTY^4=IjwYLH9Z%XrU4Apc@50nZYaX+HVr
zbZ@$080XBTL(cC-?plx9NWc1cI6d2@Im4FU6W1c9h+_@0seUzSINjpy>D3jcI>3L^
zzk84Tqw5g!Q(zL?9=AqeSYsS{i|uLb7=@Mji=<R0uRIv>-f0$xHzQO>`ZtCT!sBO*
zzC!z3(iHNx%*O9)UN=F!tf_JMSLfmPjC01Uslnj|$2?gxy>TAho**2Eg?PP4C?>k%
zxXyb_Y@P}6QsS}5g|$hTf4F<X=B0l#f2Xt76~+NK>`tWivGa|Gm8Ba?7~7b{b(6gj
zd2b$k7hA~`18<Anr#8-qUY<#weTwL?SZH`sR~Y9(!|o*NTkNnsg&%z68Lv3vU^V?X
z;+oBAyoB8@4$e5;NWR3zB(Bd9&NlCy#FeBQ$CcWc#Kk5%@<`1yXHgRvM_PZkItlp;
zatw=B!durC7;&|!jDv5rKg|P|J-H^~=?k`9_J2Ifm-NT@hgxG)M|wDhZ<5E^J_ttV
zt8`Np#(C1PJM9^G!{}o~Z0qXcy17jOfF7SqH723kl4!9R#4}(Y%bFs7R@lUR&9=JE
zw{vts%4M4@r^l^?lbkL#3*mpSc}<OR?zGsRR{L5E$7Nu9!CwQ1HF=$DunFF%M6Y-f
zv<3IMsV(Mv3oA$-z~60{dkuD{lmGcwe+^1<`&lCsbrdG#juhs0T1MF2M9$7;52GCr
ze{(f%CkviQp2d3;(<X{@TC9?M9DCK`B-ng=C4+sM;%qu@O<){w-RgfN<kD+0Y!f)c
z>)NJ+Q)rwET@<~p1j*JJ<HJ}jK|5MqwZ98dm%L`X2nMa2h>T7;imPO4N+xaYB4>|{
zk5L$+>4>Go;~>k{crlHeQxLMPDn)QJk;&M(^-1`Tu1^AE>sUszbLC|8n!q^hy46X@
z_+{+OMpw#lkhz^nbXk8;9zXvwq%e-QVONNH-1Z$~RQTwJH}R+|uytU@8I8!C<+z%D
z9Cgj6054yDH#K;;Mf2J?q9724XChqmvGqy#@dmmA6||au9CXd*B;F_N+n9qhNjHu!
zwb9E}{|e_YQRBOvtt<`Q{+>)jw7e(b$ig_RF%GrG_M|M#KV*M;6~FCvJ?hQ15h5e$
zTdecp3xabX3&M_j31U!!1A6#1h{5FB3jp-(1t<LWLIi*81M4v=JPwR`Kt1lG>!LnX
zzF55CWZ?6o`1m`&57jS&uQ+UTvNyjfF5pD__oG)LG^twwMt=RHl*zH|g8}jRTh`Ep
z?7OuD*~uQv>?MEwGox~ES}$m9(A;*_yCIo(qh!v9WX?y)Tnx!vjF8z5<;`|f-fV~R
zW;-fxwnKTd9hEn)hMame%BfdFPQ4oC)T<$<UX60<^^jAqM>+L+$f?((oO(Uv)a#K>
zT@1;LDaCJw^5)H`ym>Q}H*ZGe&6}aTc{3_+ejak_=TU!7{XFE<&!e3BdB~}sM>+M&
zkW;^ma_W~Mr+yjb)GtF${W8j_Ux%Ffb(B-T4mtJfD5riMa_ZMUr;@g#RUkQ)wz%}~
z_1SN$x2yOofUCem@fU&8IsBU5wp(vo(%b&Fx<K(1wI7-6Q_AT_-cFg3WT0IWf7LDi
zswDpEH}-s?@i1P^n&_gHgP%J@Uw4bXE{VSWZ52<++wmUi>{A5QYu|LsyeY}N`7QhI
zLiL)TyOaN1O8zsw57ra=HiDJvtcs0&f|}+p-I~9YG=KRm>Hj6)bHXnn_Sx5sZ1U(M
epM841n)KIh)n7}hzm`Zt*Q0mhhyM?d*1|i#KJ_#J

diff --git a/projects/Hamiltonian.html b/projects/Hamiltonian.html
index 0ffdee2943..42405e1e51 100644
--- a/projects/Hamiltonian.html
+++ b/projects/Hamiltonian.html
@@ -860,7 +860,7 @@ <h2>Fermi-Pasta-Ulam-Tsingou problem<a class="headerlink" href="#fermi-pasta-ula
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">7</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mi">475</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.42</span>
-<span class="o">...</span> <span class="n">took</span> <span class="mf">56.3383</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
+<span class="o">...</span> <span class="n">took</span> <span class="mf">47.7919</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/fput_hamiltonian.png"><img alt="../_images/fput_hamiltonian.png" src="../_images/fput_hamiltonian.png" style="width: 383.0px; height: 212.0px;" /></a>
diff --git a/projects/doc_fput.html b/projects/doc_fput.html
index 0889f45d0d..1aac916990 100644
--- a/projects/doc_fput.html
+++ b/projects/doc_fput.html
@@ -284,7 +284,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">7</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mi">475</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.42</span>
-<span class="o">...</span> <span class="n">took</span> <span class="mf">56.3383</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
+<span class="o">...</span> <span class="n">took</span> <span class="mf">47.7919</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/fput_hamiltonian.png"><img alt="../_images/fput_hamiltonian.png" src="../_images/fput_hamiltonian.png" style="width: 383.0px; height: 212.0px;" /></a>
diff --git a/projects/doc_matrixPFASST_matrix.html b/projects/doc_matrixPFASST_matrix.html
index 9f980560a8..5f1f36d3c6 100644
--- a/projects/doc_matrixPFASST_matrix.html
+++ b/projects/doc_matrixPFASST_matrix.html
@@ -321,43 +321,43 @@ <h3>Navigation</h3>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0681e-07</span> <span class="o">--</span> <span class="mf">4.0681e-07</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">9.7145e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">6.6613e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0169e-04</span> <span class="o">--</span> <span class="mf">2.0169e-04</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">5.5511e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.4409e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.8573e-06</span> <span class="o">--</span> <span class="mf">5.8573e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.0862e-18</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.5792e-18</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.9363e-01</span> <span class="o">--</span> <span class="mf">2.9363e-01</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.5543e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.6653e-15</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2887e-13</span> <span class="o">--</span> <span class="mf">3.2887e-13</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.0017e-21</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.4848e-23</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.0000e+00</span> <span class="o">--</span> <span class="mf">1.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.6242e-17</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.7132e-17</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.7992e-06</span> <span class="o">--</span> <span class="mf">5.7992e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.8858e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.3372e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
 </pre></div>
diff --git a/projects/doc_matrixPFASST_propagator.html b/projects/doc_matrixPFASST_propagator.html
index 4c4ae00a03..d60efca4ee 100644
--- a/projects/doc_matrixPFASST_propagator.html
+++ b/projects/doc_matrixPFASST_propagator.html
@@ -314,37 +314,37 @@ <h3>Navigation</h3>
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2542e-06</span> <span class="o">--</span> <span class="mf">3.2542e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">5.5239e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.0442e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6141e-03</span> <span class="o">--</span> <span class="mf">1.6141e-03</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">2.3801e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.7400e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6858e-05</span> <span class="o">--</span> <span class="mf">4.6858e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.0840e-17</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.5432e-18</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.3515e+00</span> <span class="o">--</span> <span class="mf">2.3515e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.1204e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.0578e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.6312e-12</span> <span class="o">--</span> <span class="mf">2.6312e-12</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.8912e-22</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">8.1550e-22</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">8.0000e+00</span> <span class="o">--</span> <span class="mf">8.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.9428e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">8.4617e-16</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0384e-05</span> <span class="o">--</span> <span class="mf">2.0384e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.9429e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.4674e-16</span>
 </pre></div>
 </div>
 
diff --git a/projects/matrixPFASST.html b/projects/matrixPFASST.html
index ec82bcec84..94fefe1704 100644
--- a/projects/matrixPFASST.html
+++ b/projects/matrixPFASST.html
@@ -342,43 +342,43 @@ <h2>Matrix-based PFASST<a class="headerlink" href="#matrix-based-pfasst" title="
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0681e-07</span> <span class="o">--</span> <span class="mf">4.0681e-07</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">9.7145e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">6.6613e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0169e-04</span> <span class="o">--</span> <span class="mf">2.0169e-04</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">5.5511e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.4409e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.8573e-06</span> <span class="o">--</span> <span class="mf">5.8573e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.0862e-18</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.5792e-18</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.9363e-01</span> <span class="o">--</span> <span class="mf">2.9363e-01</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.5543e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.6653e-15</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2887e-13</span> <span class="o">--</span> <span class="mf">3.2887e-13</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.0017e-21</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.4848e-23</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.0000e+00</span> <span class="o">--</span> <span class="mf">1.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.6242e-17</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.7132e-17</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.7992e-06</span> <span class="o">--</span> <span class="mf">5.7992e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.8858e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.3372e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
 </pre></div>
@@ -667,37 +667,37 @@ <h2>Propagator-based PFASST<a class="headerlink" href="#propagator-based-pfasst"
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2542e-06</span> <span class="o">--</span> <span class="mf">3.2542e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">5.5239e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.0442e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6141e-03</span> <span class="o">--</span> <span class="mf">1.6141e-03</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">2.3801e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.7400e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6858e-05</span> <span class="o">--</span> <span class="mf">4.6858e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.0840e-17</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.5432e-18</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.3515e+00</span> <span class="o">--</span> <span class="mf">2.3515e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.1204e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.0578e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.6312e-12</span> <span class="o">--</span> <span class="mf">2.6312e-12</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.8912e-22</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">8.1550e-22</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">8.0000e+00</span> <span class="o">--</span> <span class="mf">8.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.9428e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">8.4617e-16</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0384e-05</span> <span class="o">--</span> <span class="mf">2.0384e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.9429e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.4674e-16</span>
 </pre></div>
 </div>
 </section>
diff --git a/pySDC/implementations.convergence_controller_classes.adaptivity.html b/pySDC/implementations.convergence_controller_classes.adaptivity.html
index 9e2fefdcb4..2b92f94447 100644
--- a/pySDC/implementations.convergence_controller_classes.adaptivity.html
+++ b/pySDC/implementations.convergence_controller_classes.adaptivity.html
@@ -572,6 +572,23 @@ <h3>Navigation</h3>
 <dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AdaptivityForConvergedCollocationProblems</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityForConvergedCollocationProblems"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityBase" title="implementations.convergence_controller_classes.adaptivity.AdaptivityBase"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdaptivityBase</span></code></a></p>
+<dl class="py method">
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.dependencies">
+<span class="sig-name descname"><span class="pre">dependencies</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityForConvergedCollocationProblems.dependencies"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.dependencies" title="Link to this definition">¶</a></dt>
+<dd><p>Load interpolation between restarts.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>controller</strong> (<em>pySDC.Controller</em>) – The controller</p></li>
+<li><p><strong>description</strong> (<em>dict</em>) – The description object used to instantiate the controller</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>None</p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.determine_restart">
 <span class="sig-name descname"><span class="pre">determine_restart</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityForConvergedCollocationProblems.determine_restart"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.determine_restart" title="Link to this definition">¶</a></dt>
@@ -615,6 +632,11 @@ <h3>Navigation</h3>
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence">
+<span class="sig-name descname"><span class="pre">trigger_restart_upon_nonconvergence</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">S</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -838,6 +860,7 @@ <h3>Navigation</h3>
 <li><p>control_order (int): The order relative to other convergence controllers</p></li>
 <li><p>e_tol_low (float): Lower absolute threshold for the residual</p></li>
 <li><p>e_tol (float): Upper absolute threshold for the residual</p></li>
+<li><p>use_restol (bool): Restart if the residual tolerance was not reached</p></li>
 <li><p>max_restarts: Override maximum number of restarts</p></li>
 </ul>
 </dd>
@@ -928,9 +951,11 @@ <h3><a href="../index.html">Table of Contents</a></h3>
 </ul>
 </li>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems"><code class="docutils literal notranslate"><span class="pre">AdaptivityForConvergedCollocationProblems</span></code></a><ul>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.dependencies"><code class="docutils literal notranslate"><span class="pre">dependencies()</span></code></a></li>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.determine_restart"><code class="docutils literal notranslate"><span class="pre">determine_restart()</span></code></a></li>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.get_convergence"><code class="docutils literal notranslate"><span class="pre">get_convergence()</span></code></a></li>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.setup"><code class="docutils literal notranslate"><span class="pre">setup()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence"><code class="docutils literal notranslate"><span class="pre">trigger_restart_upon_nonconvergence()</span></code></a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError"><code class="docutils literal notranslate"><span class="pre">AdaptivityPolynomialError</span></code></a><ul>
diff --git a/searchindex.js b/searchindex.js
index b7165a4118..4a44f6d6dc 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["CHANGELOG", "CODE_OF_CONDUCT", "CONTRIBUTING", "README", "docs/contrib/01_pull_requests", "docs/contrib/02_continuous_integration", "docs/contrib/03_naming_conventions", "docs/contrib/04_custom_implementations", "docs/contrib/05_documenting_code", "index", "projects/AllenCahn_Bayreuth", "projects/DAE", "projects/Hamiltonian", "projects/PinTSimE", "projects/RDC", "projects/Resilience", "projects/SDC_showdown", "projects/asymp_conv", "projects/compression", "projects/doc_SDC_showdown", "projects/doc_asympconv", "projects/doc_fput", "projects/doc_fwsw_acoustic", "projects/doc_fwsw_boussinesq", "projects/doc_fwsw_theory", "projects/doc_hamiltonian_simple", "projects/doc_matrixPFASST_matrix", "projects/doc_matrixPFASST_propagator", "projects/doc_parallelSDC_nonlinear", "projects/doc_parallelSDC_preconditioner", "projects/doc_parallelSDC_preconditioner_MPI", "projects/doc_performance", "projects/doc_solar_system", "projects/fwsw", "projects/matrixPFASST", "projects/parallelSDC", "projects/performance", "pySDC/core", "pySDC/core.BaseTransfer", "pySDC/core.Collocation", "pySDC/core.Common", "pySDC/core.Controller", "pySDC/core.ConvergenceController", "pySDC/core.Errors", "pySDC/core.Hooks", "pySDC/core.Lagrange", "pySDC/core.Level", "pySDC/core.Nodes", "pySDC/core.Problem", "pySDC/core.SpaceTransfer", "pySDC/core.Step", "pySDC/core.Sweeper", "pySDC/helpers", "pySDC/helpers.plot_helper", "pySDC/helpers.problem_helper", "pySDC/helpers.pysdc_helper", "pySDC/helpers.setup_helper", "pySDC/helpers.stats_helper", "pySDC/helpers.transfer_helper", "pySDC/helpers.visualization_tools", "pySDC/implementations", "pySDC/implementations.controller_classes", "pySDC/implementations.controller_classes.controller_MPI", "pySDC/implementations.controller_classes.controller_nonMPI", "pySDC/implementations.convergence_controller_classes", "pySDC/implementations.convergence_controller_classes.adaptive_collocation", "pySDC/implementations.convergence_controller_classes.adaptivity", "pySDC/implementations.convergence_controller_classes.basic_restarting", "pySDC/implementations.convergence_controller_classes.check_convergence", "pySDC/implementations.convergence_controller_classes.check_iteration_estimator", "pySDC/implementations.convergence_controller_classes.crash", "pySDC/implementations.convergence_controller_classes.estimate_contraction_factor", "pySDC/implementations.convergence_controller_classes.estimate_embedded_error", "pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error", "pySDC/implementations.convergence_controller_classes.estimate_polynomial_error", "pySDC/implementations.convergence_controller_classes.hotrod", "pySDC/implementations.convergence_controller_classes.inexactness", "pySDC/implementations.convergence_controller_classes.interpolate_between_restarts", "pySDC/implementations.convergence_controller_classes.spread_step_sizes", "pySDC/implementations.convergence_controller_classes.step_size_limiter", "pySDC/implementations.convergence_controller_classes.store_uold", "pySDC/implementations.datatype_classes", "pySDC/implementations.datatype_classes.cupy_mesh", "pySDC/implementations.datatype_classes.fenics_mesh", "pySDC/implementations.datatype_classes.mesh", "pySDC/implementations.datatype_classes.particles", "pySDC/implementations.datatype_classes.petsc_vec", "pySDC/implementations.problem_classes", "pySDC/implementations.problem_classes.AcousticAdvection_1D_FD_imex", "pySDC/implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT", "pySDC/implementations.problem_classes.AdvectionEquation_ND_FD", "pySDC/implementations.problem_classes.AllenCahn_1D_FD", "pySDC/implementations.problem_classes.AllenCahn_2D_FD", "pySDC/implementations.problem_classes.AllenCahn_2D_FD_gpu", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT_gpu", "pySDC/implementations.problem_classes.AllenCahn_MPIFFT", "pySDC/implementations.problem_classes.AllenCahn_Temp_MPIFFT", "pySDC/implementations.problem_classes.Auzinger_implicit", "pySDC/implementations.problem_classes.Battery", "pySDC/implementations.problem_classes.Boussinesq_2D_FD_imex", "pySDC/implementations.problem_classes.BuckConverter", "pySDC/implementations.problem_classes.DiscontinuousTestODE", "pySDC/implementations.problem_classes.FastWaveSlowWave_0D", "pySDC/implementations.problem_classes.FermiPastaUlamTsingou", "pySDC/implementations.problem_classes.FullSolarSystem", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_FD_implicit", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_PETSc", "pySDC/implementations.problem_classes.GrayScott_1D_FEniCS_implicit", "pySDC/implementations.problem_classes.GrayScott_2D_PETSc_periodic", "pySDC/implementations.problem_classes.GrayScott_MPIFFT", "pySDC/implementations.problem_classes.HarmonicOscillator", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced", "pySDC/implementations.problem_classes.HeatEquation_2D_PETSc_forced", "pySDC/implementations.problem_classes.HeatEquation_ND_FD", "pySDC/implementations.problem_classes.HeatEquation_ND_FD_CuPy", "pySDC/implementations.problem_classes.HenonHeiles", "pySDC/implementations.problem_classes.LogisticEquation", "pySDC/implementations.problem_classes.Lorenz", "pySDC/implementations.problem_classes.NonlinearSchroedinger_MPIFFT", "pySDC/implementations.problem_classes.OuterSolarSystem", "pySDC/implementations.problem_classes.PenningTrap_3D", "pySDC/implementations.problem_classes.Piline", "pySDC/implementations.problem_classes.Quench", "pySDC/implementations.problem_classes.TestEquation_0D", "pySDC/implementations.problem_classes.Van_der_Pol_implicit", "pySDC/implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic", "pySDC/implementations.problem_classes.acoustic_helpers", "pySDC/implementations.problem_classes.acoustic_helpers.buildFDMatrix", "pySDC/implementations.problem_classes.acoustic_helpers.buildWave1DMatrix", "pySDC/implementations.problem_classes.acoustic_helpers.standard_integrators", "pySDC/implementations.problem_classes.boussinesq_helpers", "pySDC/implementations.problem_classes.boussinesq_helpers.build2DFDMatrix", "pySDC/implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix", "pySDC/implementations.problem_classes.boussinesq_helpers.buildFDMatrix", "pySDC/implementations.problem_classes.boussinesq_helpers.helper_classes", "pySDC/implementations.problem_classes.boussinesq_helpers.standard_integrators", "pySDC/implementations.problem_classes.boussinesq_helpers.unflatten", "pySDC/implementations.problem_classes.generic_ND_FD", "pySDC/implementations.problem_classes.nonlinear_ODE_1", "pySDC/implementations.problem_classes.polynomial_test_problem", "pySDC/implementations.sweeper_classes", "pySDC/implementations.sweeper_classes.Multistep", "pySDC/implementations.sweeper_classes.Runge_Kutta", "pySDC/implementations.sweeper_classes.Runge_Kutta_Nystrom", "pySDC/implementations.sweeper_classes.boris_2nd_order", "pySDC/implementations.sweeper_classes.explicit", "pySDC/implementations.sweeper_classes.generic_implicit", "pySDC/implementations.sweeper_classes.generic_implicit_MPI", "pySDC/implementations.sweeper_classes.imex_1st_order", "pySDC/implementations.sweeper_classes.imex_1st_order_MPI", "pySDC/implementations.sweeper_classes.imex_1st_order_mass", "pySDC/implementations.sweeper_classes.multi_implicit", "pySDC/implementations.sweeper_classes.verlet", "pySDC/implementations.transfer_classes", "pySDC/implementations.transfer_classes.BaseTransfer_mass", "pySDC/implementations.transfer_classes.TransferFenicsMesh", "pySDC/implementations.transfer_classes.TransferMesh", "pySDC/implementations.transfer_classes.TransferMesh_FFT", "pySDC/implementations.transfer_classes.TransferMesh_FFT2D", "pySDC/implementations.transfer_classes.TransferMesh_MPIFFT", "pySDC/implementations.transfer_classes.TransferMesh_NoCoarse", "pySDC/implementations.transfer_classes.TransferPETScDMDA", "pySDC/implementations.transfer_classes.TransferParticles_NoCoarse", "tutorial/doc_step_1_A", "tutorial/doc_step_1_B", "tutorial/doc_step_1_C", "tutorial/doc_step_1_D", "tutorial/doc_step_2_A", "tutorial/doc_step_2_B", "tutorial/doc_step_2_C", "tutorial/doc_step_3_A", "tutorial/doc_step_3_B", "tutorial/doc_step_3_C", "tutorial/doc_step_4_A", "tutorial/doc_step_4_B", "tutorial/doc_step_4_C", "tutorial/doc_step_4_D", "tutorial/doc_step_5_A", "tutorial/doc_step_5_B", "tutorial/doc_step_5_C", "tutorial/doc_step_6_A", "tutorial/doc_step_6_B", "tutorial/doc_step_6_C", "tutorial/doc_step_7_A", "tutorial/doc_step_7_B", "tutorial/doc_step_7_C", "tutorial/doc_step_8_A", "tutorial/doc_step_8_B", "tutorial/doc_step_8_C", "tutorial/step_1", "tutorial/step_2", "tutorial/step_3", "tutorial/step_4", "tutorial/step_5", "tutorial/step_6", "tutorial/step_7", "tutorial/step_8"], "filenames": ["CHANGELOG.rst", "CODE_OF_CONDUCT.rst", "CONTRIBUTING.rst", "README.rst", "docs/contrib/01_pull_requests.rst", "docs/contrib/02_continuous_integration.rst", "docs/contrib/03_naming_conventions.rst", "docs/contrib/04_custom_implementations.rst", "docs/contrib/05_documenting_code.rst", "index.rst", "projects/AllenCahn_Bayreuth.rst", "projects/DAE.rst", "projects/Hamiltonian.rst", "projects/PinTSimE.rst", "projects/RDC.rst", "projects/Resilience.rst", "projects/SDC_showdown.rst", "projects/asymp_conv.rst", "projects/compression.rst", "projects/doc_SDC_showdown.rst", "projects/doc_asympconv.rst", "projects/doc_fput.rst", "projects/doc_fwsw_acoustic.rst", "projects/doc_fwsw_boussinesq.rst", "projects/doc_fwsw_theory.rst", "projects/doc_hamiltonian_simple.rst", "projects/doc_matrixPFASST_matrix.rst", "projects/doc_matrixPFASST_propagator.rst", "projects/doc_parallelSDC_nonlinear.rst", "projects/doc_parallelSDC_preconditioner.rst", "projects/doc_parallelSDC_preconditioner_MPI.rst", "projects/doc_performance.rst", "projects/doc_solar_system.rst", "projects/fwsw.rst", "projects/matrixPFASST.rst", "projects/parallelSDC.rst", "projects/performance.rst", "pySDC/core.rst", "pySDC/core.BaseTransfer.rst", "pySDC/core.Collocation.rst", "pySDC/core.Common.rst", "pySDC/core.Controller.rst", "pySDC/core.ConvergenceController.rst", "pySDC/core.Errors.rst", "pySDC/core.Hooks.rst", "pySDC/core.Lagrange.rst", "pySDC/core.Level.rst", "pySDC/core.Nodes.rst", "pySDC/core.Problem.rst", "pySDC/core.SpaceTransfer.rst", "pySDC/core.Step.rst", "pySDC/core.Sweeper.rst", "pySDC/helpers.rst", "pySDC/helpers.plot_helper.rst", "pySDC/helpers.problem_helper.rst", "pySDC/helpers.pysdc_helper.rst", "pySDC/helpers.setup_helper.rst", "pySDC/helpers.stats_helper.rst", "pySDC/helpers.transfer_helper.rst", "pySDC/helpers.visualization_tools.rst", "pySDC/implementations.rst", "pySDC/implementations.controller_classes.rst", "pySDC/implementations.controller_classes.controller_MPI.rst", "pySDC/implementations.controller_classes.controller_nonMPI.rst", "pySDC/implementations.convergence_controller_classes.rst", "pySDC/implementations.convergence_controller_classes.adaptive_collocation.rst", "pySDC/implementations.convergence_controller_classes.adaptivity.rst", "pySDC/implementations.convergence_controller_classes.basic_restarting.rst", "pySDC/implementations.convergence_controller_classes.check_convergence.rst", "pySDC/implementations.convergence_controller_classes.check_iteration_estimator.rst", "pySDC/implementations.convergence_controller_classes.crash.rst", "pySDC/implementations.convergence_controller_classes.estimate_contraction_factor.rst", "pySDC/implementations.convergence_controller_classes.estimate_embedded_error.rst", "pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.rst", "pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.rst", "pySDC/implementations.convergence_controller_classes.hotrod.rst", "pySDC/implementations.convergence_controller_classes.inexactness.rst", "pySDC/implementations.convergence_controller_classes.interpolate_between_restarts.rst", "pySDC/implementations.convergence_controller_classes.spread_step_sizes.rst", "pySDC/implementations.convergence_controller_classes.step_size_limiter.rst", "pySDC/implementations.convergence_controller_classes.store_uold.rst", "pySDC/implementations.datatype_classes.rst", "pySDC/implementations.datatype_classes.cupy_mesh.rst", "pySDC/implementations.datatype_classes.fenics_mesh.rst", "pySDC/implementations.datatype_classes.mesh.rst", "pySDC/implementations.datatype_classes.particles.rst", "pySDC/implementations.datatype_classes.petsc_vec.rst", "pySDC/implementations.problem_classes.rst", "pySDC/implementations.problem_classes.AcousticAdvection_1D_FD_imex.rst", "pySDC/implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.rst", "pySDC/implementations.problem_classes.AdvectionEquation_ND_FD.rst", "pySDC/implementations.problem_classes.AllenCahn_1D_FD.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FD.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FD_gpu.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT_gpu.rst", "pySDC/implementations.problem_classes.AllenCahn_MPIFFT.rst", "pySDC/implementations.problem_classes.AllenCahn_Temp_MPIFFT.rst", "pySDC/implementations.problem_classes.Auzinger_implicit.rst", "pySDC/implementations.problem_classes.Battery.rst", "pySDC/implementations.problem_classes.Boussinesq_2D_FD_imex.rst", "pySDC/implementations.problem_classes.BuckConverter.rst", "pySDC/implementations.problem_classes.DiscontinuousTestODE.rst", "pySDC/implementations.problem_classes.FastWaveSlowWave_0D.rst", "pySDC/implementations.problem_classes.FermiPastaUlamTsingou.rst", "pySDC/implementations.problem_classes.FullSolarSystem.rst", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.rst", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_PETSc.rst", "pySDC/implementations.problem_classes.GrayScott_1D_FEniCS_implicit.rst", "pySDC/implementations.problem_classes.GrayScott_2D_PETSc_periodic.rst", "pySDC/implementations.problem_classes.GrayScott_MPIFFT.rst", "pySDC/implementations.problem_classes.HarmonicOscillator.rst", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.rst", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.rst", "pySDC/implementations.problem_classes.HeatEquation_2D_PETSc_forced.rst", "pySDC/implementations.problem_classes.HeatEquation_ND_FD.rst", "pySDC/implementations.problem_classes.HeatEquation_ND_FD_CuPy.rst", "pySDC/implementations.problem_classes.HenonHeiles.rst", "pySDC/implementations.problem_classes.LogisticEquation.rst", "pySDC/implementations.problem_classes.Lorenz.rst", "pySDC/implementations.problem_classes.NonlinearSchroedinger_MPIFFT.rst", "pySDC/implementations.problem_classes.OuterSolarSystem.rst", "pySDC/implementations.problem_classes.PenningTrap_3D.rst", "pySDC/implementations.problem_classes.Piline.rst", "pySDC/implementations.problem_classes.Quench.rst", "pySDC/implementations.problem_classes.TestEquation_0D.rst", "pySDC/implementations.problem_classes.Van_der_Pol_implicit.rst", "pySDC/implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.rst", "pySDC/implementations.problem_classes.acoustic_helpers.rst", "pySDC/implementations.problem_classes.acoustic_helpers.buildFDMatrix.rst", "pySDC/implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.rst", "pySDC/implementations.problem_classes.acoustic_helpers.standard_integrators.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.buildFDMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.helper_classes.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.standard_integrators.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.unflatten.rst", "pySDC/implementations.problem_classes.generic_ND_FD.rst", "pySDC/implementations.problem_classes.nonlinear_ODE_1.rst", "pySDC/implementations.problem_classes.polynomial_test_problem.rst", "pySDC/implementations.sweeper_classes.rst", "pySDC/implementations.sweeper_classes.Multistep.rst", "pySDC/implementations.sweeper_classes.Runge_Kutta.rst", "pySDC/implementations.sweeper_classes.Runge_Kutta_Nystrom.rst", "pySDC/implementations.sweeper_classes.boris_2nd_order.rst", "pySDC/implementations.sweeper_classes.explicit.rst", "pySDC/implementations.sweeper_classes.generic_implicit.rst", "pySDC/implementations.sweeper_classes.generic_implicit_MPI.rst", "pySDC/implementations.sweeper_classes.imex_1st_order.rst", "pySDC/implementations.sweeper_classes.imex_1st_order_MPI.rst", "pySDC/implementations.sweeper_classes.imex_1st_order_mass.rst", "pySDC/implementations.sweeper_classes.multi_implicit.rst", "pySDC/implementations.sweeper_classes.verlet.rst", "pySDC/implementations.transfer_classes.rst", "pySDC/implementations.transfer_classes.BaseTransfer_mass.rst", "pySDC/implementations.transfer_classes.TransferFenicsMesh.rst", "pySDC/implementations.transfer_classes.TransferMesh.rst", "pySDC/implementations.transfer_classes.TransferMesh_FFT.rst", "pySDC/implementations.transfer_classes.TransferMesh_FFT2D.rst", "pySDC/implementations.transfer_classes.TransferMesh_MPIFFT.rst", "pySDC/implementations.transfer_classes.TransferMesh_NoCoarse.rst", "pySDC/implementations.transfer_classes.TransferPETScDMDA.rst", "pySDC/implementations.transfer_classes.TransferParticles_NoCoarse.rst", "tutorial/doc_step_1_A.rst", "tutorial/doc_step_1_B.rst", "tutorial/doc_step_1_C.rst", "tutorial/doc_step_1_D.rst", "tutorial/doc_step_2_A.rst", "tutorial/doc_step_2_B.rst", "tutorial/doc_step_2_C.rst", "tutorial/doc_step_3_A.rst", "tutorial/doc_step_3_B.rst", "tutorial/doc_step_3_C.rst", "tutorial/doc_step_4_A.rst", "tutorial/doc_step_4_B.rst", "tutorial/doc_step_4_C.rst", "tutorial/doc_step_4_D.rst", "tutorial/doc_step_5_A.rst", "tutorial/doc_step_5_B.rst", "tutorial/doc_step_5_C.rst", "tutorial/doc_step_6_A.rst", "tutorial/doc_step_6_B.rst", "tutorial/doc_step_6_C.rst", "tutorial/doc_step_7_A.rst", "tutorial/doc_step_7_B.rst", "tutorial/doc_step_7_C.rst", "tutorial/doc_step_8_A.rst", "tutorial/doc_step_8_B.rst", "tutorial/doc_step_8_C.rst", "tutorial/step_1.rst", "tutorial/step_2.rst", "tutorial/step_3.rst", "tutorial/step_4.rst", "tutorial/step_5.rst", "tutorial/step_6.rst", "tutorial/step_7.rst", "tutorial/step_8.rst"], "titles": ["Changelog", "Contributor Covenant Code of Conduct", "How to contribute to pySDC", "Welcome to pySDC!", "Recommendations for pull requests", "Continuous Integration in pySDC", "Naming conventions in pySDC", "Custom implementation guidelines", "Documenting Code", "Welcome to pySDC!", "Allen-Cahn problems from Bayreuth", "Solving differential algebraic equations with SDC", "Second-order Problems", "Parallel-in-time simulation for multi-modal energy systems", "RDC: Rational Deferred Corrections", "Resilience in SDC", "What is the fastest SDC variant?", "Asymptotic convergence of PFASST", "Compression in pySDC", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "Fast-Wave-Slow-Wave SDC", "Matrix-based versions of PFASST", "Attempts to parallelize SDC", "Performance analysis of pySDC", "core package", "core.BaseTransfer module", "core.Collocation module", "core.Common module", "core.Controller module", "core.ConvergenceController module", "core.Errors module", "core.Hooks module", "core.Lagrange module", "core.Level module", "core.Nodes module", "core.Problem module", "core.SpaceTransfer module", "core.Step module", "core.Sweeper module", "helpers package", "helpers.plot_helper module", "helpers.problem_helper module", "helpers.pysdc_helper module", "helpers.setup_helper module", "helpers.stats_helper module", "helpers.transfer_helper module", "helpers.visualization_tools module", "implementations package", "implementations.controller_classes package", "implementations.controller_classes.controller_MPI module", "implementations.controller_classes.controller_nonMPI module", "implementations.convergence_controller_classes package", "implementations.convergence_controller_classes.adaptive_collocation module", "implementations.convergence_controller_classes.adaptivity module", "implementations.convergence_controller_classes.basic_restarting module", "implementations.convergence_controller_classes.check_convergence module", "implementations.convergence_controller_classes.check_iteration_estimator module", "implementations.convergence_controller_classes.crash module", "implementations.convergence_controller_classes.estimate_contraction_factor module", "implementations.convergence_controller_classes.estimate_embedded_error module", "implementations.convergence_controller_classes.estimate_extrapolation_error module", "implementations.convergence_controller_classes.estimate_polynomial_error module", "implementations.convergence_controller_classes.hotrod module", "implementations.convergence_controller_classes.inexactness module", "implementations.convergence_controller_classes.interpolate_between_restarts module", "implementations.convergence_controller_classes.spread_step_sizes module", "implementations.convergence_controller_classes.step_size_limiter module", "implementations.convergence_controller_classes.store_uold module", "implementations.datatype_classes package", "implementations.datatype_classes.cupy_mesh module", "implementations.datatype_classes.fenics_mesh module", "implementations.datatype_classes.mesh module", "implementations.datatype_classes.particles module", "implementations.datatype_classes.petsc_vec module", "implementations.problem_classes package", "implementations.problem_classes.AcousticAdvection_1D_FD_imex module", "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT module", "implementations.problem_classes.AdvectionEquation_ND_FD module", "implementations.problem_classes.AllenCahn_1D_FD module", "implementations.problem_classes.AllenCahn_2D_FD module", "implementations.problem_classes.AllenCahn_2D_FD_gpu module", "implementations.problem_classes.AllenCahn_2D_FFT module", "implementations.problem_classes.AllenCahn_2D_FFT_gpu module", "implementations.problem_classes.AllenCahn_MPIFFT module", "implementations.problem_classes.AllenCahn_Temp_MPIFFT module", "implementations.problem_classes.Auzinger_implicit module", "implementations.problem_classes.Battery module", "implementations.problem_classes.Boussinesq_2D_FD_imex module", "implementations.problem_classes.BuckConverter module", "implementations.problem_classes.DiscontinuousTestODE module", "implementations.problem_classes.FastWaveSlowWave_0D module", "implementations.problem_classes.FermiPastaUlamTsingou module", "implementations.problem_classes.FullSolarSystem module", "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module", "implementations.problem_classes.GeneralizedFisher_1D_PETSc module", "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module", "implementations.problem_classes.GrayScott_2D_PETSc_periodic module", "implementations.problem_classes.GrayScott_MPIFFT module", "implementations.problem_classes.HarmonicOscillator module", "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module", "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module", "implementations.problem_classes.HeatEquation_2D_PETSc_forced module", "implementations.problem_classes.HeatEquation_ND_FD module", "implementations.problem_classes.HeatEquation_ND_FD_CuPy module", "implementations.problem_classes.HenonHeiles module", "implementations.problem_classes.LogisticEquation module", "implementations.problem_classes.Lorenz module", "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module", "implementations.problem_classes.OuterSolarSystem module", "implementations.problem_classes.PenningTrap_3D module", "implementations.problem_classes.Piline module", "implementations.problem_classes.Quench module", "implementations.problem_classes.TestEquation_0D module", "implementations.problem_classes.Van_der_Pol_implicit module", "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module", "implementations.problem_classes.acoustic_helpers package", "implementations.problem_classes.acoustic_helpers.buildFDMatrix module", "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module", "implementations.problem_classes.acoustic_helpers.standard_integrators module", "implementations.problem_classes.boussinesq_helpers package", "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module", "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module", "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module", "implementations.problem_classes.boussinesq_helpers.helper_classes module", "implementations.problem_classes.boussinesq_helpers.standard_integrators module", "implementations.problem_classes.boussinesq_helpers.unflatten module", "implementations.problem_classes.generic_ND_FD module", "implementations.problem_classes.nonlinear_ODE_1 module", "implementations.problem_classes.polynomial_test_problem module", "implementations.sweeper_classes package", "implementations.sweeper_classes.Multistep module", "implementations.sweeper_classes.Runge_Kutta module", "implementations.sweeper_classes.Runge_Kutta_Nystrom module", "implementations.sweeper_classes.boris_2nd_order module", "implementations.sweeper_classes.explicit module", "implementations.sweeper_classes.generic_implicit module", "implementations.sweeper_classes.generic_implicit_MPI module", "implementations.sweeper_classes.imex_1st_order module", "implementations.sweeper_classes.imex_1st_order_MPI module", "implementations.sweeper_classes.imex_1st_order_mass module", "implementations.sweeper_classes.multi_implicit module", "implementations.sweeper_classes.verlet module", "implementations.transfer_classes package", "implementations.transfer_classes.BaseTransfer_mass module", "implementations.transfer_classes.TransferFenicsMesh module", "implementations.transfer_classes.TransferMesh module", "implementations.transfer_classes.TransferMesh_FFT module", "implementations.transfer_classes.TransferMesh_FFT2D module", "implementations.transfer_classes.TransferMesh_MPIFFT module", "implementations.transfer_classes.TransferMesh_NoCoarse module", "implementations.transfer_classes.TransferPETScDMDA module", "implementations.transfer_classes.TransferParticles_NoCoarse module", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "Step-1: A first spatial problem", "Step-2: Data structures and my first sweeper", "Step-3: Statistics and a new sweeper", "Step-4: Multilevel SDC", "Step-5: PFASST", "Step-6: Advanced PFASST controllers", "Step-7: pySDC with external libraries", "Step-8: Advanced topics"], "terms": {"back": [0, 1, 2, 4, 5, 6, 7, 8, 165, 191], "main": [0, 1, 2, 5, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 39, 62, 63, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "page": [0, 1, 2, 9, 18, 53, 107, 109, 114, 120, 145], "juli": 0, "28": [0, 119], "2023": [0, 107, 109, 114, 139, 171, 173, 192, 193], "For": [0, 1, 3, 4, 6, 8, 9, 12, 15, 18, 26, 33, 34, 36, 42, 45, 62, 63, 65, 66, 88, 91, 92, 94, 95, 96, 97, 99, 102, 106, 107, 109, 120, 122, 139, 140, 144, 145, 146, 149, 150, 180, 186, 187, 190, 191, 193, 194, 195, 197, 198], "version": [0, 1, 3, 4, 5, 9, 11, 14, 15, 16, 18, 19, 26, 27, 42, 48, 62, 63, 66, 67, 69, 73, 78, 108, 112, 113, 122, 127, 141, 194], "5": [0, 9, 12, 14, 17, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 44, 88, 91, 96, 97, 99, 100, 101, 102, 106, 108, 112, 113, 117, 118, 123, 126, 127, 131, 137, 140, 143, 144, 168, 170, 171, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 189, 190, 191, 192, 193, 194, 196, 197, 198], "3": [0, 3, 6, 7, 9, 11, 12, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 65, 75, 85, 91, 96, 97, 98, 99, 100, 104, 105, 107, 108, 109, 110, 115, 117, 119, 120, 121, 122, 144, 145, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 194, 195, 196, 197, 198], "lot": [0, 144, 145, 193, 196], "pull": [0, 2, 5], "request": [0, 1, 2, 5, 42, 62, 67, 82, 84, 85, 86, 171, 192], "got": [0, 7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "merg": [0, 4, 41], "thank": 0, "brownbaerchen": 0, "tlunet": 0, "lisawim": 0, "ikrom96git": 0, "all": [0, 1, 3, 5, 6, 9, 10, 12, 14, 16, 17, 18, 19, 26, 27, 29, 30, 33, 34, 35, 40, 41, 42, 44, 45, 46, 51, 62, 63, 65, 66, 67, 69, 70, 73, 74, 78, 85, 90, 99, 105, 115, 122, 139, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 168, 172, 179, 182, 184, 185, 191, 192, 193, 194, 195, 196, 197, 198], "contribut": [0, 1, 5, 6, 7, 8], "besid": 0, "usual": [0, 6, 18, 77, 195, 197], "bugfix": 0, "polish": 0, "pysdc": [0, 4, 7, 8, 10, 11, 12, 14, 16, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 38, 39, 40, 41, 42, 44, 46, 48, 49, 50, 51, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 94, 99, 119, 123, 125, 126, 141, 144, 156, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 198], "now": [0, 3, 9, 10, 13, 18, 34, 35, 42, 67, 144, 169, 176, 191, 192, 193, 194, 195, 196, 198], "come": [0, 4, 5, 10, 15, 18, 28, 35, 42, 191, 196, 198], "linear": [0, 7, 11, 16, 17, 19, 28, 34, 35, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 99, 100, 101, 102, 107, 108, 109, 110, 112, 114, 115, 119, 120, 123, 124, 125, 127, 139, 141, 167, 168, 187, 191, 197], "multistep": [0, 142], "method": [0, 3, 6, 8, 9, 11, 12, 13, 14, 15, 33, 34, 35, 39, 41, 42, 44, 45, 48, 50, 63, 65, 66, 72, 73, 74, 77, 91, 92, 98, 99, 100, 108, 112, 113, 118, 119, 120, 124, 126, 127, 137, 139, 140, 143, 144, 145, 166, 168, 191, 197, 198], "classic": [0, 2, 3, 9, 12, 16, 19, 21, 25, 28, 32, 35, 144], "rung": [0, 66, 72, 144, 145], "kutta": [0, 66, 72, 144, 145], "dae": 0, "sweeper": [0, 3, 6, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 38, 46, 65, 70, 72, 77, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 156, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 194, 195, 196, 197, 198], "more": [0, 2, 3, 5, 7, 8, 9, 10, 12, 13, 16, 18, 19, 25, 32, 33, 35, 55, 66, 71, 72, 122, 169, 173, 174, 176, 177, 178, 185, 191, 192, 193, 194, 195, 197, 198], "improv": [0, 4, 6, 8, 13, 18, 193, 194], "project": [0, 3, 4, 5, 10, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 99, 108, 112, 113, 127, 157, 198], "we": [0, 1, 3, 5, 8, 9, 12, 13, 14, 15, 16, 17, 18, 25, 33, 34, 35, 36, 41, 42, 45, 53, 62, 65, 66, 67, 69, 70, 71, 72, 73, 74, 77, 78, 79, 99, 119, 124, 143, 144, 145, 169, 170, 171, 175, 176, 184, 185, 191, 192, 193, 194, 195, 196, 197, 198], "have": [0, 1, 4, 5, 6, 9, 12, 13, 15, 25, 27, 34, 35, 36, 42, 48, 65, 66, 67, 72, 73, 74, 77, 82, 83, 84, 86, 90, 92, 143, 144, 145, 169, 179, 185, 191, 192, 193, 194, 195, 196, 197, 198], "second": [0, 5, 9, 15, 21, 25, 32, 33, 34, 38, 47, 66, 73, 74, 82, 84, 91, 92, 104, 105, 106, 108, 110, 111, 114, 117, 119, 121, 144, 145, 146, 149, 150, 153, 154, 156, 190, 193, 198], "order": [0, 3, 5, 8, 9, 10, 11, 13, 15, 16, 18, 19, 21, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 41, 42, 45, 47, 54, 58, 65, 66, 67, 69, 71, 72, 73, 74, 75, 80, 82, 84, 85, 88, 90, 91, 92, 100, 104, 106, 108, 111, 112, 113, 114, 115, 117, 122, 124, 127, 129, 130, 131, 133, 134, 135, 137, 139, 143, 144, 145, 146, 150, 152, 153, 154, 166, 168, 171, 173, 175, 181, 185, 190, 191, 192, 193, 194, 195, 197, 198], "sdc": [0, 2, 3, 9, 12, 13, 14, 18, 19, 28, 34, 50, 62, 63, 66, 68, 72, 73, 76, 78, 104, 124, 146, 150, 170, 171, 172, 173, 174, 177, 178, 181, 185, 186, 189, 190, 191, 192, 193, 195, 196, 197], "board": [0, 94, 95], "brand": 0, "new": [0, 3, 4, 5, 7, 8, 9, 11, 13, 34, 35, 50, 63, 65, 71, 77, 78, 79, 100, 107, 109, 143, 144, 145, 166, 168, 172, 184, 191, 196], "switch": [0, 65, 66, 72, 99, 101, 102], "estim": [0, 13, 15, 62, 66, 68, 71, 72, 74, 75, 76, 99, 102, 182, 190, 196], "test": [0, 2, 3, 4, 10, 11, 12, 13, 16, 17, 18, 19, 26, 27, 33, 34, 35, 36, 68, 79, 102, 108, 112, 113, 125, 127, 141, 145, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "ground": 0, "compress": [0, 9], "libpressio": [0, 18], "march": [0, 11, 73], "24": [0, 12, 32, 144, 180, 181, 195], "2": [0, 5, 6, 7, 9, 11, 12, 14, 16, 17, 19, 21, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 48, 58, 65, 66, 73, 82, 83, 84, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 99, 100, 101, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 119, 120, 121, 122, 123, 124, 126, 127, 139, 140, 144, 165, 166, 168, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 193, 194, 195, 196, 197, 198], "i": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 41, 42, 44, 45, 47, 50, 55, 62, 63, 65, 66, 67, 68, 70, 72, 73, 74, 75, 77, 78, 79, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 156, 164, 165, 166, 168, 169, 170, 171, 172, 173, 175, 176, 177, 179, 180, 181, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "out": [0, 3, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 62, 63, 72, 122, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "code": [0, 2, 3, 4, 6, 7, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 70, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "multipl": [0, 13, 18, 41, 42, 44, 50, 65, 73, 74, 149, 176, 181, 185, 186, 192, 193, 194, 195, 196, 197], "direct": [0, 18, 66, 79, 90, 92, 96, 97, 100, 107, 109, 114, 115, 118, 124, 139, 164, 171, 192], "The": [0, 1, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 26, 27, 33, 34, 35, 36, 38, 39, 41, 42, 45, 47, 48, 51, 53, 54, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 146, 147, 148, 149, 150, 152, 153, 154, 156, 191, 192, 194, 195, 197, 198], "problem": [0, 2, 3, 6, 9, 11, 15, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 37, 41, 43, 46, 49, 56, 65, 66, 70, 72, 73, 74, 76, 78, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 137, 139, 140, 141, 146, 150, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "class": [0, 1, 2, 4, 8, 11, 12, 14, 16, 19, 25, 26, 27, 28, 32, 34, 35, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 55, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 136, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 171, 173, 174, 178, 179, 180, 181, 187, 190, 191, 192, 193, 194, 195, 197, 198], "can": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 18, 26, 33, 34, 35, 36, 39, 42, 45, 47, 48, 50, 56, 62, 65, 66, 72, 73, 74, 82, 83, 84, 85, 86, 90, 91, 94, 95, 96, 97, 99, 100, 101, 104, 106, 107, 108, 110, 115, 123, 139, 144, 145, 146, 150, 157, 158, 159, 160, 161, 162, 163, 169, 180, 182, 185, 186, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198], "defin": [0, 2, 3, 6, 7, 9, 34, 36, 38, 39, 48, 50, 66, 67, 68, 70, 76, 78, 79, 80, 101, 102, 103, 106, 107, 108, 111, 112, 113, 114, 127, 139, 146, 150, 171, 173, 181, 192, 193, 194, 195, 197], "paramet": [0, 4, 7, 8, 10, 11, 12, 14, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 149, 150, 151, 152, 156, 157, 159, 160, 161, 162, 163, 164, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "explicitli": [0, 89, 91, 94, 95, 96, 97, 112, 113, 197], "constructor": [0, 7], "dictionari": [0, 12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 40, 42, 43, 44, 50, 57, 65, 66, 67, 68, 70, 74, 76, 78, 79, 80, 99, 149, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "param": [0, 6, 29, 30, 35, 38, 40, 41, 42, 46, 49, 50, 51, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 166, 168, 170, 175, 191, 192, 194], "properti": [0, 8, 33, 40, 41, 45, 46, 48, 50, 51, 73, 82, 84, 139, 144, 149, 197], "return": [0, 7, 8, 12, 16, 19, 21, 25, 26, 27, 32, 34, 38, 39, 41, 42, 44, 45, 46, 47, 48, 50, 51, 53, 54, 55, 56, 57, 58, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 165, 166, 167, 168, 170, 172, 173, 174, 178, 182, 184, 185, 190, 191, 192, 193, 194, 196, 197, 198], "ar": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 33, 34, 35, 36, 38, 42, 45, 48, 50, 57, 58, 65, 66, 67, 69, 70, 72, 73, 74, 75, 88, 89, 91, 92, 97, 99, 101, 105, 108, 109, 110, 112, 113, 119, 122, 126, 127, 141, 143, 144, 145, 149, 150, 156, 167, 170, 171, 172, 178, 191, 192, 193, 194, 195, 196, 197, 198], "also": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 13, 15, 16, 18, 35, 36, 41, 66, 67, 73, 78, 79, 101, 110, 122, 139, 185, 186, 191, 192, 193, 194, 195, 196, 197, 198], "automat": [0, 2, 5, 7, 9, 42, 72], "store": [0, 7, 8, 16, 29, 30, 35, 42, 65, 69, 71, 72, 73, 74, 77, 80, 143, 144, 145, 168, 175, 191, 193, 194], "attribut": [0, 4, 7, 8, 43, 48, 49, 55, 73, 89, 99, 123, 144, 158, 159, 160, 161, 162, 191, 193, 195], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 32, 34, 35, 36, 38, 39, 41, 42, 44, 45, 47, 48, 50, 51, 55, 56, 57, 58, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 119, 120, 122, 123, 124, 126, 127, 139, 140, 141, 144, 145, 146, 149, 150, 152, 154, 156, 165, 166, 168, 170, 172, 173, 174, 175, 177, 178, 182, 185, 188, 190, 191, 193, 194, 195, 196, 197, 198], "_makeattributeandregist": [0, 7], "allow": [0, 1, 2, 5, 6, 10, 35, 41, 42, 65, 66, 67, 68, 70, 73, 74, 75, 84, 90, 115, 193, 195, 197], "readonli": [0, 7], "paramt": [0, 16, 19, 26, 27, 34], "warn": [0, 5, 36, 48, 167, 185, 190, 191, 197, 198], "backward": [0, 42, 144, 159], "compat": [0, 3, 4, 9, 42, 65, 66, 69, 72, 73, 74, 75], "resili": [0, 9, 18], "quench": [0, 87], "result": [0, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 42, 44, 65, 77, 112, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "collabor": [0, 18], "between": [0, 6, 13, 18, 26, 27, 34, 38, 39, 42, 50, 65, 66, 67, 69, 71, 72, 73, 75, 77, 91, 92, 100, 101, 106, 114, 119, 124, 156, 157, 158, 159, 160, 161, 162, 163, 165, 177, 178, 189, 191, 192, 194, 196, 198], "eschnaubelt": 0, "dure": [0, 1, 4, 5, 15, 18, 36, 44, 46, 48, 68, 79, 108, 109, 110, 192, 193, 194], "time": [0, 1, 3, 4, 5, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 41, 42, 44, 45, 46, 48, 50, 57, 62, 63, 65, 66, 67, 73, 74, 78, 79, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 156, 167, 168, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198], "x": [0, 3, 5, 8, 9, 11, 12, 21, 25, 28, 29, 30, 32, 35, 39, 42, 45, 54, 88, 89, 90, 91, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 120, 122, 158, 160, 162, 165, 166, 168, 191, 197], "app": 0, "hackathon": 0, "usi": 0, "lugano": 0, "mani": [0, 2, 3, 5, 9, 10, 39, 67, 71, 170, 191, 192, 194, 196, 197], "other": [0, 1, 2, 5, 6, 13, 16, 18, 27, 34, 41, 42, 46, 57, 66, 67, 73, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144, 185, 191, 193, 194, 197], "chang": [0, 4, 5, 7, 13, 36, 63, 65, 66, 72, 73, 76, 99, 101, 102, 192, 193, 195, 197], "under": [0, 3, 9, 10, 18, 33, 195], "hood": 0, "prepar": [0, 5, 12, 21, 25, 32, 42, 194], "6": [0, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 44, 91, 96, 97, 120, 121, 144, 170, 171, 172, 173, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 197, 198], "januari": 0, "23": 0, "1": [0, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 42, 44, 45, 47, 48, 54, 58, 73, 74, 75, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 126, 127, 139, 140, 141, 143, 144, 145, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "bring": 0, "document": [0, 2, 3, 4, 7, 33, 72], "both": [0, 6, 12, 13, 14, 18, 26, 33, 34, 42, 54, 68, 88, 89, 92, 98, 99, 100, 103, 108, 110, 112, 113, 114, 126, 127, 144, 149, 177, 182, 184, 189, 194, 196, 197, 198], "github": [0, 2, 3, 5, 9, 15, 45], "websit": [0, 5], "reviv": 0, "codecov": [0, 5], "connect": 0, "start": [0, 4, 5, 6, 15, 18, 41, 44, 48, 62, 63, 65, 94, 102, 108, 112, 113, 119, 122, 123, 126, 143, 150, 170, 182, 191, 192, 196], "opensff": 0, "best": [0, 1, 6, 18, 79, 192, 194], "practic": [0, 11, 72], "guid": [0, 18, 166, 168, 191], "hook": [0, 5, 11, 12, 25, 32, 37, 41, 62, 63, 72, 171, 173, 174, 178, 190, 192, 193, 194, 198], "wai": [0, 1, 9, 11, 18, 34, 65, 74, 88, 89, 91, 92, 102, 107, 109, 110, 112, 113, 127, 144, 145, 181, 185, 192, 193, 194, 195, 197], "thei": [0, 1, 4, 5, 6, 9, 10, 13, 15, 18, 33, 42, 56, 66, 72, 77, 100, 101, 108, 109, 110, 191], "handl": [0, 13, 42, 43, 47, 78, 82, 84, 85, 86, 91, 92, 109, 120, 196], "ha": [0, 3, 4, 9, 10, 18, 42, 65, 66, 67, 70, 73, 74, 77, 78, 79, 89, 92, 99, 101, 124, 140, 149, 179, 188, 191, 192, 193, 194, 195, 196, 197, 198], "without": [0, 1, 5, 15, 26, 27, 34, 193, 194, 196, 197], "break": [0, 4, 184, 191, 196], "api": [0, 4, 197], "hoorai": 0, "batteri": [0, 87], "model": [0, 11, 15, 99, 101, 104, 108, 109, 110, 119, 123, 124], "quit": [0, 5, 193], "an": [0, 1, 5, 11, 13, 15, 18, 33, 34, 35, 41, 42, 48, 58, 65, 66, 70, 72, 73, 74, 79, 89, 94, 95, 99, 101, 102, 106, 107, 110, 112, 123, 141, 144, 145, 146, 150, 170, 190, 191, 192, 194, 195, 196, 197, 198], "updat": [0, 3, 4, 5, 9, 11, 18, 41, 42, 51, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 102, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 168, 170, 191, 192], "adapt": [0, 1, 15, 64, 65, 73, 79, 144, 149, 196], "plai": [0, 10, 165, 191, 198], "promin": [0, 197], "role": 0, "octob": 0, "7": [0, 3, 5, 9, 12, 21, 26, 27, 28, 29, 34, 35, 44, 144, 170, 171, 172, 173, 176, 178, 179, 181, 182, 183, 184, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198], "2022": 0, "visibl": [0, 1], "invis": [0, 1], "ones": [0, 16, 104, 144, 167, 168, 191], "some": [0, 2, 4, 5, 6, 11, 12, 13, 15, 36, 40, 42, 65, 67, 70, 119, 124, 127, 166, 168, 191, 192, 193, 198], "those": [0, 1, 3, 4, 5, 6, 7, 9, 26, 27, 34, 47, 139, 196], "exist": [0, 4, 33, 42, 44, 55, 197], "you": [0, 2, 3, 5, 7, 9, 15, 42, 48, 53, 55, 56, 65, 66, 72, 77, 78, 79, 139, 141, 145, 191, 192, 196, 198], "should": [0, 4, 5, 6, 7, 9, 10, 11, 18, 41, 42, 44, 45, 47, 48, 73, 74, 91, 102, 106, 107, 109, 110, 111, 118, 124, 126, 139, 195, 197, 198], "fine": [0, 14, 36, 38, 49, 50, 58, 62, 63, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 178, 191, 194], "major": 0, "includ": [0, 1, 34, 62, 63, 84, 91, 92, 105, 127, 144, 145, 191, 197], "converg": [0, 9, 11, 12, 13, 18, 33, 41, 42, 43, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 171, 173, 185, 191, 192, 193, 196, 197], "control": [0, 9, 12, 13, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 42, 43, 44, 50, 57, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 101, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 197, 198], "check": [0, 3, 5, 7, 9, 10, 12, 15, 17, 25, 27, 28, 34, 35, 42, 62, 63, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 102, 165, 166, 170, 174, 175, 176, 177, 179, 180, 183, 192, 193, 194, 195, 196, 197, 198], "whether": [0, 39, 42, 50, 65, 66, 67, 68, 69, 73, 74, 75, 102, 126, 197, 198], "step": [0, 3, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 41, 42, 44, 46, 51, 54, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 88, 89, 91, 92, 94, 95, 96, 97, 101, 102, 107, 109, 110, 120, 122, 124, 143, 144, 145, 146, 149, 152, 154, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190], "tricki": 0, "so": [0, 12, 13, 18, 35, 36, 42, 50, 66, 70, 71, 73, 88, 89, 94, 95, 96, 97, 99, 100, 102, 103, 108, 110, 112, 113, 119, 120, 122, 127, 149, 191, 192, 193, 195, 196, 198], "made": [0, 5, 11, 15], "separ": [0, 5, 8, 18, 35, 42, 191], "modul": [0, 4, 7, 9], "thi": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 27, 28, 33, 34, 35, 36, 38, 41, 42, 44, 45, 46, 50, 56, 58, 62, 63, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 91, 92, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 112, 113, 115, 117, 119, 121, 122, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 149, 150, 156, 157, 158, 159, 160, 161, 162, 163, 164, 166, 168, 170, 172, 176, 185, 186, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198], "make": [0, 1, 5, 6, 12, 15, 42, 44, 48, 65, 66, 72, 73, 169, 170, 192, 193, 195], "featur": [0, 14, 196, 198], "like": [0, 1, 3, 5, 6, 7, 8, 9, 26, 27, 33, 34, 35, 36, 42, 45, 50, 65, 72, 73, 77, 119, 193, 195, 197, 198], "easier": [0, 49, 158, 159, 160, 161, 162, 166, 168, 191, 192], "implement": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 39, 42, 45, 47, 48, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "been": [0, 4, 5, 9, 18, 35, 36, 42, 66, 67, 73, 79, 124, 188, 194, 195, 198], "streamlin": 0, "bit": [0, 149, 191, 192, 193, 194], "them": [0, 2, 4, 5, 6, 7, 13, 15, 16, 18, 35, 41, 77, 96, 97, 149, 151, 193], "readabl": [0, 2, 4, 6], "digest": 0, "error": [0, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 42, 47, 62, 65, 66, 68, 69, 70, 71, 72, 74, 75, 76, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "leverag": [0, 18], "box": [0, 35], "colloc": [0, 3, 9, 14, 18, 33, 34, 35, 37, 43, 51, 65, 66, 72, 73, 74, 77, 78, 99, 102, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 167, 168, 170, 171, 173, 174, 190, 192, 194, 198], "complet": [0, 62, 195], "rewrot": 0, "node": [0, 5, 14, 18, 33, 37, 38, 39, 45, 46, 51, 58, 65, 66, 72, 73, 74, 77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 102, 103, 106, 108, 110, 112, 113, 114, 118, 120, 122, 124, 126, 127, 140, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 170, 174, 176, 185, 192, 194, 195, 197], "weight": [0, 8, 10, 18, 38, 39, 45, 54, 144, 152], "comput": [0, 3, 7, 8, 9, 10, 12, 14, 16, 18, 19, 21, 25, 28, 32, 35, 38, 42, 45, 47, 48, 51, 62, 65, 66, 72, 73, 79, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 165, 166, 167, 168, 170, 171, 173, 175, 177, 180, 181, 182, 184, 185, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "It": [0, 3, 5, 9, 10, 13, 18, 36, 39, 42, 46, 65, 66, 103, 119, 123, 144, 149, 191, 192, 194, 196, 197], "faster": [0, 197], "reliabl": [0, 2], "shorter": [0, 6, 194], "better": [0, 3, 6, 9, 77, 144, 185, 191, 197], "But": [0, 4, 5, 6], "sinc": [0, 3, 9, 11, 12, 13, 18, 33, 36, 42, 66, 72, 73, 119, 143, 185, 191, 192, 196, 197, 198], "old": [0, 9, 39, 65, 143], "do": [0, 4, 5, 6, 9, 11, 18, 26, 27, 34, 39, 42, 50, 65, 66, 72, 73, 77, 79, 90, 143, 144, 166, 169, 170, 171, 175, 180, 182, 183, 184, 185, 186, 189, 190, 191, 192, 194, 195, 196, 197, 198], "anymor": [0, 198], "tutori": [0, 3, 4, 5, 12, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "most": [0, 3, 5, 6, 9, 11, 12, 50, 77, 191, 192, 194, 195, 197], "playground": [0, 3, 5, 18], "look": [0, 2, 5, 14, 15, 42, 119, 191, 194, 195, 198], "over": [0, 12, 13, 16, 19, 28, 29, 30, 34, 35, 38, 39, 44, 99, 108, 109, 110, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 166, 168, 174, 180, 181, 182, 191, 193, 195, 196, 198], "see": [0, 1, 3, 5, 9, 14, 15, 16, 17, 18, 19, 26, 27, 34, 36, 42, 75, 108, 110, 112, 113, 119, 120, 122, 127, 144, 149, 150, 167, 179, 180, 181, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198], "what": [0, 1, 9, 12, 15, 25, 42, 65, 72, 77, 169, 175, 191, 192, 193, 194, 196, 198], "energi": [0, 9, 12, 21, 99, 104, 123, 173, 174, 178, 193, 194], "grid": [0, 28, 29, 30, 34, 35, 54, 58, 89, 91, 92, 94, 95, 96, 97, 104, 107, 108, 109, 110, 120, 123, 124, 139, 163, 166, 168, 191, 194], "simul": [0, 9, 10, 11, 12, 15, 18, 21, 25, 32, 59, 67, 78, 99, 101, 123, 124, 170, 172, 182, 192, 193, 196], "readi": [0, 4, 54, 195, 198], "wait": [0, 5, 62, 184, 196], "idea": [0, 3, 6, 9, 34, 35, 77, 144, 145, 193, 195, 196], "effort": 0, "condens": 0, "clean": [0, 9, 46, 50], "up": [0, 3, 5, 9, 10, 12, 15, 18, 21, 25, 28, 29, 30, 32, 35, 46, 50, 62, 63, 65, 66, 74, 108, 109, 110, 124, 143, 165, 166, 168, 175, 176, 180, 181, 184, 185, 189, 191, 192, 193, 194, 195, 196, 197, 198], "reduc": [0, 18, 65, 66, 74, 139, 164, 170, 171, 172, 174, 185, 192, 193, 194, 197], "number": [0, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 39, 42, 44, 45, 47, 54, 58, 62, 63, 65, 66, 67, 68, 73, 74, 78, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 122, 124, 126, 127, 139, 140, 144, 145, 146, 150, 164, 165, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "file": [0, 3, 5, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 53, 166, 184, 191, 192, 196], "onli": [0, 4, 5, 6, 10, 12, 14, 15, 18, 27, 33, 34, 35, 39, 40, 41, 42, 43, 46, 51, 57, 66, 69, 72, 73, 74, 79, 91, 92, 101, 105, 108, 121, 122, 124, 141, 143, 144, 145, 149, 151, 165, 166, 169, 170, 171, 173, 178, 182, 184, 188, 191, 192, 193, 194, 195, 196, 197, 198], "margin": 0, "differ": [0, 1, 3, 6, 9, 10, 12, 15, 16, 17, 18, 26, 27, 28, 33, 34, 38, 41, 42, 45, 54, 65, 66, 69, 71, 72, 73, 74, 75, 77, 90, 91, 92, 94, 95, 96, 97, 99, 100, 101, 102, 106, 114, 115, 119, 124, 126, 139, 143, 156, 173, 174, 177, 178, 180, 181, 182, 184, 185, 189, 191, 192, 193, 194, 195, 196, 197, 198], "significantli": [0, 18, 66, 195], "could": [0, 1, 4, 18, 65, 66, 74, 144, 145], "potenti": [0, 6, 58], "your": [0, 3, 4, 5, 9, 53, 72, 191, 193], "too": [0, 10, 12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 78, 170, 173, 174, 178, 180, 181, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "reli": [0, 36, 42, 73, 194], "ani": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 27, 34, 45, 56, 65, 74, 79, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 143, 191], "affect": [0, 1], "toward": [0, 1, 124], "gpu": [0, 54, 95], "data": [0, 3, 9, 10, 11, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 42, 43, 44, 46, 48, 49, 57, 62, 63, 75, 82, 83, 84, 85, 86, 88, 122, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 198], "type": [0, 3, 5, 7, 9, 10, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 56, 57, 58, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 129, 135, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 156, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 194, 195, 196, 197, 198], "base": [0, 2, 3, 5, 7, 9, 10, 11, 13, 14, 16, 18, 19, 26, 27, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 55, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 136, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 173, 174, 178, 191, 193, 194], "cupi": [0, 54, 82, 95], "possibl": [0, 6, 38, 42, 58, 65, 66, 79, 124, 156, 191, 194], "timo2705": 0, "ci": [0, 2, 3, 4, 5, 9, 10, 12, 16, 17, 33, 36, 197], "pipelin": [0, 15, 66, 78], "overhaul": 0, "again": [0, 35, 149, 192, 193, 194, 195, 196, 197, 198], "enabl": [0, 15, 66, 194], "simultan": [0, 98, 126], "earlier": [0, 144, 145], "lint": 0, "benchmark": [0, 5, 36], "least": [0, 3, 9, 14, 193, 196], "princip": 0, "environ": [0, 1, 3, 9, 12, 124, 184, 196, 197], "ubuntu": [0, 3, 9], "maco": [0, 3, 9], "format": [0, 5, 6, 11], "black": [0, 5, 35, 190, 198], "flakeheaven": [0, 5], "cleaner": 0, "sourc": [0, 5, 13, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "after": [0, 5, 6, 7, 9, 10, 11, 13, 16, 18, 42, 44, 66, 67, 72, 73, 76, 77, 101, 170, 171, 173, 178, 190, 192, 193, 194, 195, 198], "complaint": [0, 1], "here": [0, 1, 5, 8, 9, 11, 12, 13, 14, 15, 18, 33, 35, 39, 42, 65, 66, 67, 68, 69, 70, 71, 72, 73, 76, 78, 79, 80, 82, 83, 84, 86, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 117, 119, 120, 122, 126, 127, 140, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 167, 168, 170, 171, 172, 173, 174, 177, 178, 181, 184, 185, 188, 191, 192, 193, 194, 195, 196, 197, 198], "about": [0, 1, 5, 12, 42, 46, 54, 72, 73, 99, 102, 194, 195, 196], "recommend": [0, 2, 3, 5, 9, 191, 194], "run": [0, 3, 5, 9, 10, 11, 12, 15, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 41, 44, 56, 57, 59, 62, 63, 70, 73, 79, 119, 165, 166, 168, 170, 171, 172, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198], "befor": [0, 5, 42, 44, 51, 65, 66, 67, 102, 144, 149, 169, 187, 192, 197], "submiss": 0, "decemb": 0, "13": [0, 26, 34, 181, 189, 190, 195, 198], "2021": 0, "4": [0, 6, 9, 12, 14, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 88, 99, 100, 102, 103, 108, 112, 113, 127, 140, 144, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 195, 196, 197, 198], "python": [0, 2, 3, 5, 6, 8, 9, 18, 107, 109, 114, 184, 186, 196, 197], "9": [0, 16, 19, 26, 34, 144, 170, 171, 172, 173, 174, 178, 179, 181, 183, 184, 185, 186, 189, 190, 192, 193, 194, 195, 196, 197, 198], "cleanup": 0, "suit": [0, 191], "seem": [0, 12, 14, 144], "sort": [0, 1, 12, 16, 19, 21, 25, 26, 32, 34, 57, 166, 168, 172, 174, 175, 178, 184, 189, 191, 193, 194, 196, 198], "depend": [0, 3, 9, 10, 13, 42, 55, 66, 67, 68, 69, 71, 72, 75, 76, 79, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 107, 109, 110, 114, 118, 119, 120, 123, 124, 125, 126, 139, 140, 141, 166, 168, 170, 171, 173, 187, 191, 192, 193, 194, 195, 197], "mamba": [0, 5], "which": [0, 1, 3, 4, 5, 9, 10, 11, 12, 13, 15, 16, 18, 29, 30, 33, 34, 35, 36, 40, 41, 42, 48, 50, 57, 58, 62, 65, 66, 67, 72, 73, 74, 75, 76, 78, 79, 88, 89, 90, 94, 95, 99, 101, 103, 104, 108, 111, 112, 113, 114, 119, 120, 123, 124, 126, 127, 139, 144, 145, 146, 149, 150, 191, 192, 193, 194, 196, 197], "much": [0, 5, 66, 144, 145, 173, 174, 178, 192, 193, 194], "workflow": [0, 62, 63], "local": [0, 4, 5, 7, 18, 66, 72, 73, 74, 75, 91, 92, 99, 101, 102, 107, 109, 114, 119, 123, 124, 125, 139, 141, 185, 197], "act": [0, 1, 6], "introduc": [0, 4, 5, 9, 18, 150, 193, 198], "marker": [0, 28, 29, 30, 35, 166, 168, 191], "soem": 0, "distribut": [0, 18, 39, 47, 56, 62, 63, 67, 77, 94, 95, 107, 109, 110, 114, 120], "platform": [0, 3, 9], "And": [0, 144], "final": [0, 2, 5, 9, 11, 18, 28, 34, 35, 38, 42, 67, 73, 75, 78, 79, 154, 156, 174, 192, 193], "latex": [0, 3, 9, 53], "instal": [0, 3, 5, 9, 10, 11, 18, 195, 196, 197], "longer": [0, 5, 13, 194], "need": [0, 3, 5, 9, 10, 16, 18, 19, 27, 33, 34, 35, 36, 41, 42, 48, 50, 62, 65, 66, 68, 69, 70, 71, 72, 73, 74, 76, 79, 101, 104, 108, 114, 119, 143, 154, 167, 168, 169, 176, 184, 185, 191, 192, 194, 196, 197, 198], "plot": [0, 3, 5, 9, 11, 12, 13, 15, 16, 17, 18, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 188, 189, 191, 198], "august": [0, 3, 9], "11": [0, 26, 27, 34, 99, 139, 140, 144, 170, 171, 172, 173, 177, 180, 185, 186, 189, 192, 193, 194, 195, 197, 198], "signific": [0, 197, 198], "impact": [0, 1, 17, 18], "user": [0, 4, 6, 8, 38, 42, 44, 46, 49, 50, 51, 69, 156, 171, 173, 192, 193, 194, 195], "rewritten": 0, "port": [0, 9], "action": [0, 1, 3, 5, 9], "awai": [0, 75], "from": [0, 1, 3, 4, 6, 7, 8, 9, 11, 12, 14, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 40, 41, 42, 44, 45, 46, 47, 54, 57, 59, 62, 63, 65, 66, 72, 73, 74, 78, 89, 99, 100, 105, 112, 119, 122, 124, 139, 140, 143, 144, 145, 149, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "travi": 0, "flake8": [0, 5], "pytest": [0, 3, 5, 9], "nose": 0, "One": [0, 191, 194, 195, 198], "thing": [0, 6, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 99, 102, 126, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "mai": [0, 1, 2, 3, 4, 5, 6, 9, 16, 18, 44, 54, 72, 77, 144, 170, 192, 196, 198], "follow": [0, 1, 2, 5, 6, 7, 8, 10, 11, 34, 39, 99, 101, 104, 106, 107, 122, 139, 182, 192, 193, 196, 197], "0": [0, 1, 5, 7, 8, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 42, 44, 45, 47, 48, 50, 53, 54, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 143, 144, 154, 158, 162, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "petsc": [0, 3, 9, 16, 19, 107, 109, 114, 163, 184, 187, 196], "structur": [0, 2, 4, 9, 46, 50, 107, 109, 187, 191, 195, 197], "remov": [0, 1, 4, 5, 143, 150], "unnecessari": [0, 18], "boilerpl": 0, "long": [0, 5, 6, 17, 33, 72, 73, 101, 185, 197], "releas": [0, 3, 9, 33], "mark": [0, 18], "mesh": [0, 7, 10, 54, 81, 82, 85, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 157, 158, 159, 160, 161, 162, 165, 166, 171, 185, 191, 192, 197], "particl": [0, 81, 104, 105, 111, 117, 121, 122, 164, 173, 178, 193], "creation": [0, 12, 21, 25, 28, 32, 35, 170, 171, 172, 173, 174, 178, 185, 192, 193, 194, 197], "arrai": [0, 7, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 39, 48, 58, 99, 144, 165, 166, 173, 174, 175, 178, 180, 181, 185, 186, 187, 190, 191, 193, 194, 195, 197, 198], "each": [0, 2, 5, 7, 9, 11, 13, 16, 18, 19, 26, 27, 29, 30, 33, 34, 35, 36, 42, 44, 62, 63, 65, 67, 72, 73, 78, 91, 92, 99, 101, 122, 126, 139, 149, 169, 172, 174, 176, 177, 179, 180, 181, 182, 190, 191, 192, 193, 194, 195, 196, 198], "oper": [0, 5, 38, 42, 50, 65, 73, 74, 88, 89, 90, 91, 92, 94, 95, 96, 97, 106, 110, 114, 115, 120, 124, 139, 141, 156, 191, 192, 196], "avoid": [0, 1, 4, 5, 6, 55, 195], "directli": [0, 4, 5, 11, 34, 63, 90, 115, 118, 167, 168, 191], "subclass": 0, "numpi": [0, 6, 7, 8, 10, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 45, 48, 54, 84, 146, 150, 165, 166, 167, 168, 173, 174, 175, 178, 180, 181, 185, 186, 187, 190, 191, 193, 194, 195, 197, 198], "": [0, 1, 3, 5, 6, 9, 10, 11, 12, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 42, 48, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 91, 92, 98, 99, 104, 105, 107, 108, 109, 110, 112, 113, 114, 118, 119, 121, 122, 124, 126, 127, 140, 144, 146, 149, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 191, 193, 194, 195, 196, 197, 198], "ndarrai": [0, 39, 48, 54, 58, 65, 74, 82, 83, 84, 97, 100, 122, 146, 150], "somewhat": [0, 5, 196], "definit": [0, 7, 149, 193], "less": [0, 10, 72, 73, 169, 176, 185, 192, 194, 195, 197], "futur": 0, "proof": 0, "If": [0, 3, 4, 5, 7, 9, 13, 42, 44, 48, 53, 66, 70, 72, 73, 74, 77, 90, 99, 101, 102, 105, 110, 115, 118, 120, 121, 139, 143, 185, 196, 197], "sure": [0, 5, 42, 44, 48, 65, 66, 72, 193], "don": [0, 3, 4, 5, 8, 9, 42, 66, 73, 79, 144, 145, 170, 192, 196], "t": [0, 3, 4, 5, 7, 8, 9, 11, 12, 21, 25, 32, 38, 42, 45, 47, 48, 66, 71, 72, 73, 79, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 156, 166, 167, 168, 170, 175, 191, 192, 194, 196, 198], "upgrad": 0, "quadratur": [0, 39, 45, 47, 65, 66, 72, 73, 77, 174, 193], "even": [0, 4, 5, 6, 33, 184, 193, 194, 196, 197], "No": [0, 1, 3, 9, 26, 27, 34, 88, 99, 103, 191], "push": [0, 4, 5, 9], "abov": [0, 3, 4, 9, 11, 15, 18, 33, 42, 99, 167, 191, 194], "routin": [0, 4, 9, 10, 12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 38, 44, 46, 50, 59, 62, 63, 68, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 156, 164, 165, 166, 167, 168, 170, 182, 185, 186, 188, 189, 191, 192, 193, 196, 197, 198], "work": [0, 3, 4, 5, 8, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 66, 73, 76, 149, 170, 175, 180, 181, 182, 183, 184, 185, 192, 193, 194, 195, 196, 197, 198], "recent": [0, 18], "matplotlib": [0, 36, 53, 166, 168, 191], "yet": [0, 10, 14, 18, 34, 35, 44, 191, 192, 193, 194, 195, 196, 198], "were": [0, 1, 15], "would": [0, 3, 4, 9, 13, 78, 144, 145, 193], "minor": 0, "30": [0, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 139, 172, 174, 175, 177, 178, 180, 181, 182, 185, 186, 190, 193, 194, 195, 196, 197, 198], "2019": [0, 3, 9, 110, 120], "add": [0, 4, 5, 6, 7, 9, 16, 19, 35, 38, 41, 42, 44, 65, 66, 67, 71, 72, 73, 74, 77, 124, 136, 143, 149, 156, 166, 168, 191, 193], "exampl": [0, 1, 3, 6, 7, 8, 9, 11, 12, 13, 14, 35, 42, 89, 90, 91, 92, 94, 95, 96, 97, 99, 101, 106, 107, 110, 111, 112, 113, 114, 120, 123, 149, 173, 191, 192, 193, 194, 195, 196, 197, 198], "nonlinear": [0, 16, 19, 66, 91, 92, 94, 95, 96, 97, 98, 99, 100, 103, 104, 106, 107, 108, 109, 112, 113, 118, 119, 120, 122, 126, 127, 140, 197], "schr\u00f6dinger": [0, 120, 197], "equat": [0, 9, 13, 15, 17, 26, 27, 33, 34, 35, 73, 75, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 105, 106, 107, 108, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 144, 145, 180, 181, 185, 186, 190, 193, 194, 195, 197, 198], "grai": [0, 108, 109, 110], "scott": [0, 108, 109, 110], "particular": [0, 3, 4, 5, 8, 9, 10, 16, 18, 19, 33, 46, 65, 73, 141, 144, 145, 191, 194, 196, 197], "allen": [0, 9, 36, 91, 92, 94, 95, 96, 97], "cahn": [0, 9, 36, 91, 92, 94, 95, 96, 97], "parallel": [0, 3, 4, 5, 9, 10, 12, 15, 18, 36, 62, 63, 65, 72, 74, 78, 82, 84, 96, 107, 109, 110, 114, 120, 149, 180, 181, 184, 186, 187, 189, 192, 195, 198], "fft": [0, 3, 9, 10, 36, 89, 94, 95, 96, 97, 110, 120, 159, 160, 161], "librari": [0, 2, 5, 9, 18, 196], "mpi4pi": [0, 3, 9, 10, 30, 35, 42, 57, 67, 68, 70, 78, 96, 97, 110, 120, 184, 186, 187, 192, 195, 196], "There": [0, 6, 13, 36, 66], "8": [0, 3, 5, 6, 9, 27, 34, 53, 119, 165, 166, 167, 168, 169, 170, 171, 172, 173, 177, 178, 179, 180, 181, 182, 184, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197], "where": [0, 3, 7, 8, 9, 13, 14, 18, 26, 27, 33, 34, 35, 36, 42, 45, 47, 56, 73, 77, 89, 92, 94, 95, 96, 97, 99, 102, 103, 104, 105, 108, 109, 110, 112, 113, 115, 121, 122, 124, 139, 144, 145, 149, 170, 191, 192, 193, 194, 196, 198], "show": [0, 5, 13, 14, 15, 17, 33, 36, 78, 173, 174, 178, 193, 194, 195, 196, 197], "usag": [0, 4, 11, 36, 187, 191, 197], "three": [0, 5, 29, 35, 47, 73, 119, 123, 150, 193, 194, 198], "extern": [0, 1, 9, 15, 91, 122, 194], "fenic": [0, 3, 9, 83, 108, 112, 113, 127, 157, 185], "petsc4pi": [0, 3, 9, 16, 19, 107, 109, 114], "mpi": [0, 3, 9, 10, 15, 18, 30, 36, 42, 57, 65, 66, 67, 68, 69, 70, 73, 74, 78, 84, 96, 110, 120, 149, 184, 186, 187, 195, 197], "performan": 0, "detail": [0, 2, 3, 5, 8, 9, 10, 13, 66, 120, 122, 193, 196, 197], "perform": [0, 3, 4, 5, 9, 18, 31, 33, 46, 62, 63, 65, 68, 73, 74, 141, 144, 145, 195, 196, 198], "analysi": [0, 5, 9], "score": [0, 36], "p": [0, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 45, 58, 88, 100, 107, 108, 109, 110, 166, 168, 169, 170, 171, 172, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "extra": 0, "first": [0, 3, 4, 5, 9, 12, 14, 15, 33, 38, 41, 42, 45, 51, 65, 67, 72, 73, 78, 82, 84, 99, 104, 108, 110, 113, 119, 144, 146, 149, 150, 152, 153, 156, 166, 167, 168, 172, 193, 194], "iter": [0, 11, 12, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 41, 42, 44, 48, 62, 63, 65, 66, 68, 69, 71, 72, 73, 76, 77, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 136, 139, 140, 141, 144, 145, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197], "taken": [0, 4, 15, 36, 105, 121, 140, 144], "februari": 0, "14": [0, 12, 27, 32, 34, 144, 145, 181, 186, 189, 195, 197, 198], "accompani": [0, 9, 193], "acm": [0, 3, 9], "tom": [0, 3, 9], "paper": [0, 3, 8, 9, 14, 17, 45, 62, 63, 104, 193], "prototyp": [0, 3, 9, 18, 48, 192], "spectral": [0, 3, 9, 11, 17, 33, 35, 88, 89, 94, 95, 96, 97, 103, 110, 120, 150, 186, 197], "defer": [0, 3, 9, 11, 33, 88, 103, 150], "correct": [0, 3, 4, 9, 10, 11, 33, 34, 38, 46, 62, 63, 88, 103, 104, 122, 127, 145, 150, 156, 176, 185, 194, 197], "contain": [0, 5, 8, 9, 10, 11, 12, 16, 18, 19, 33, 35, 36, 38, 39, 40, 41, 42, 44, 45, 46, 48, 51, 54, 57, 58, 62, 63, 67, 70, 73, 77, 78, 83, 85, 89, 91, 92, 98, 99, 100, 104, 105, 107, 109, 110, 112, 113, 118, 120, 122, 125, 126, 139, 143, 144, 146, 147, 148, 149, 150, 151, 153, 154, 156, 166, 168, 169, 176, 182, 191, 192, 193, 194, 196], "In": [0, 4, 5, 6, 9, 10, 11, 12, 13, 14, 15, 16, 18, 33, 34, 35, 36, 65, 69, 72, 73, 99, 112, 113, 119, 127, 141, 144, 145, 191, 192, 193, 194, 195, 197, 198], "drop": [0, 13, 99], "support": [0, 3, 9, 144, 145, 194], "variou": [0, 9, 10, 39, 42, 56, 65, 66, 190, 198], "incomp": 0, "led": 0, "inconsist": [0, 185, 197], "treatment": [0, 92], "part": [0, 3, 5, 9, 14, 16, 19, 26, 27, 29, 30, 34, 35, 36, 38, 42, 82, 83, 84, 86, 88, 89, 91, 92, 94, 95, 96, 97, 99, 100, 103, 108, 109, 110, 112, 113, 120, 122, 123, 124, 127, 141, 144, 145, 156, 169, 179, 180, 181, 184, 186, 187, 188, 190], "had": 0, "while": [0, 2, 3, 5, 9, 12, 15, 18, 33, 35, 65, 72, 73, 74, 170, 184, 192, 193, 194, 195, 196, 197], "A": [0, 1, 4, 6, 8, 9, 11, 13, 16, 18, 19, 26, 27, 34, 35, 41, 45, 46, 56, 65, 67, 73, 74, 88, 90, 91, 92, 99, 100, 101, 102, 106, 107, 108, 109, 110, 112, 113, 114, 115, 122, 123, 124, 125, 127, 139, 144, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 188, 189, 190], "pledg": 0, "migrat": 0, "decis": [0, 1], "alreadi": [0, 2, 3, 5, 9, 36, 41, 42, 44, 77, 170, 192, 193, 196], "unifi": 0, "instead": [0, 11, 34, 42, 53, 66, 77, 94, 95, 141, 184, 190, 192, 196, 198], "provid": [0, 1, 2, 7, 10, 13, 18, 26, 27, 34, 39, 54, 91, 92, 99, 102, 110, 113, 178, 192, 193, 194, 197], "maintain": [0, 3, 6, 9, 18], "four": [0, 30, 35], "one": [0, 4, 5, 7, 12, 14, 15, 16, 18, 29, 30, 35, 36, 41, 42, 48, 54, 58, 59, 62, 63, 65, 66, 67, 68, 72, 74, 88, 89, 91, 99, 101, 102, 104, 106, 107, 108, 109, 112, 113, 118, 140, 143, 144, 149, 165, 169, 171, 173, 178, 184, 191, 192, 193, 194, 196], "emul": [0, 13, 124, 195], "controller_nonmpi": [0, 12, 16, 19, 21, 25, 26, 28, 29, 30, 32, 34, 35, 61, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "controller_mpi": [0, 61, 184, 187, 196, 197, 198], "further": [0, 6, 9, 50, 54, 79, 99, 193, 198], "confus": [0, 5, 149], "multigrid": [0, 3, 9, 34, 198], "perspect": [0, 3, 9], "algorithm": [0, 3, 9, 18, 195, 196, 197, 198], "exchang": 0, "than": [0, 5, 6, 15, 16, 18, 19, 49, 57, 66, 77, 99, 158, 159, 160, 161, 162, 165, 169, 177, 185, 191, 192, 194, 196, 197], "determin": [0, 1, 10, 42, 66, 68, 73, 79, 99, 101, 144, 145], "when": [0, 1, 3, 4, 5, 6, 8, 9, 11, 13, 18, 34, 42, 43, 44, 55, 65, 66, 70, 72, 73, 77, 79, 99, 102, 118, 124, 126, 143, 144, 145, 187, 193, 194, 197, 198], "stop": [0, 41, 66, 68, 77, 91, 106, 118, 126, 140, 198], "previou": [0, 5, 11, 50, 65, 69, 72, 73, 122, 143], "behavior": [0, 1, 13, 104, 106, 107, 195], "restor": 0, "flag": [0, 16, 19, 39, 55, 58, 62, 63, 192, 198], "front": [0, 101], "end": [0, 5, 6, 11, 13, 41, 42, 46, 51, 62, 63, 65, 73, 74, 119, 122, 171, 173, 182, 192, 193, 194, 196], "redund": 0, "specif": [0, 2, 4, 8, 10, 42, 45, 53, 54, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 78, 79, 80, 118], "descript": [0, 5, 9, 12, 15, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 41, 42, 50, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "declar": 0, "within": [0, 1, 5, 6, 9, 35, 43, 66, 70, 72, 73, 190, 191, 193, 198], "precis": [0, 16, 18, 35, 196], "header": [0, 29, 30, 35, 166, 191], "__init__": [0, 6, 7, 8, 42, 149], "inherti": 0, "renew": 0, "deprec": [0, 9], "requir": [0, 3, 5, 9, 12, 18, 29, 30, 35, 54, 66, 73, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 177, 192, 194, 197, 198], "2018": [0, 144], "integr": [0, 2, 3, 4, 6, 9, 11, 12, 14, 15, 18, 33, 36, 38, 39, 45, 51, 122, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 169, 192], "consist": [0, 2, 4, 6, 102, 121, 122, 123, 191], "initi": [0, 7, 11, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 41, 42, 44, 48, 50, 62, 63, 65, 73, 77, 79, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "condit": [0, 5, 11, 18, 26, 27, 29, 30, 34, 35, 48, 54, 65, 77, 80, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 143, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 185, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "u": [0, 1, 3, 5, 7, 9, 11, 46, 48, 50, 66, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 165, 166, 170, 171, 173, 191, 192, 193], "f": [0, 3, 5, 6, 7, 8, 9, 11, 12, 21, 25, 26, 27, 28, 32, 34, 35, 38, 39, 45, 46, 48, 49, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "fix": [0, 4, 5, 13, 15, 33, 35, 97, 120, 195, 198], "throughout": [0, 191], "As": [0, 5, 13, 18, 185, 191, 194, 195, 197], "bug": [0, 4, 42, 44, 171, 173, 192, 193], "discov": 0, "3018": 0, "ship": [0, 3, 9], "dmda": [0, 107, 109, 163], "solver": [0, 12, 16, 18, 33, 35, 75, 76, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 187, 190, 193, 194, 197, 198], "right": [0, 1, 5, 6, 7, 11, 12, 16, 18, 19, 26, 27, 28, 29, 30, 33, 34, 35, 39, 45, 46, 48, 51, 54, 58, 65, 77, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "c": [0, 3, 7, 9, 26, 27, 29, 30, 34, 35, 88, 89, 90, 99, 100, 101, 108, 112, 113, 120, 122, 127, 181, 190], "commun": [0, 1, 3, 9, 10, 18, 42, 43, 44, 57, 62, 65, 67, 68, 69, 70, 72, 74, 78, 82, 84, 85, 86, 96, 97, 107, 109, 110, 114, 120, 149, 184, 187, 196, 197], "split": [0, 33, 88, 92, 94, 95, 103, 108, 144, 150, 184, 187, 196, 197], "space": [0, 1, 5, 10, 16, 18, 19, 26, 27, 34, 35, 36, 38, 49, 50, 54, 70, 89, 94, 95, 96, 97, 106, 107, 108, 109, 110, 112, 113, 120, 124, 127, 156, 166, 168, 175, 176, 177, 179, 180, 181, 182, 186, 187, 189, 190, 191, 192, 194, 195, 196, 198], "get": [0, 5, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 48, 53, 54, 55, 57, 65, 66, 67, 71, 73, 74, 78, 92, 94, 102, 107, 119, 123, 124, 126, 144, 145, 165, 166, 167, 168, 170, 171, 172, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 194, 195, 196, 197, 198], "mpich3": 0, "bind": [0, 197], "download": [0, 5], "pypi": [0, 3, 9], "doe": [0, 5, 6, 12, 14, 35, 44, 46, 50, 55, 56, 66, 70, 144, 145, 185, 191, 192, 193, 194, 195, 196, 197, 198], "packag": [0, 5, 9], "ever": 0, "annoi": 0, "incredibli": 0, "slow": [0, 9, 10, 15, 88, 103, 150], "setup": [0, 9, 10, 12, 26, 27, 28, 29, 30, 34, 35, 41, 42, 44, 58, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 104, 122, 166, 168, 169, 171, 173, 175, 179, 185, 190, 192, 193, 194, 195, 197, 198], "phase": [0, 12, 25, 62, 63, 80, 111], "copi": [0, 7, 46, 51, 143, 149, 184, 189, 196, 198], "dill": [0, 12, 21, 25, 32], "90": [0, 16, 19, 80], "certain": [0, 10, 11, 18, 33, 124, 195], "increas": [0, 8, 18, 45, 47, 90, 194, 195, 198], "speed": [0, 10, 18, 88, 89, 90, 100], "calcul": 0, "pen": [0, 12, 21, 25, 32, 122, 173, 178, 193, 194], "trap": [0, 12, 21, 25, 32, 122, 173, 178, 193, 194], "novemb": 0, "2017": 0, "matrix": [0, 8, 9, 11, 17, 26, 27, 29, 30, 33, 35, 38, 39, 45, 47, 48, 51, 54, 58, 65, 73, 74, 88, 90, 91, 92, 99, 100, 101, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 122, 123, 124, 125, 127, 139, 144, 146, 147, 148, 149, 150, 152, 153, 154, 158, 160, 162, 167, 168, 185, 191, 197], "pfasst": [0, 3, 9, 10, 12, 26, 27, 35, 59, 62, 63, 180, 181, 182, 183, 184, 186, 189, 192, 194, 197, 198], "matrixpfasst": [0, 26, 27, 34], "involv": [0, 1], "few": [0, 2, 4, 6, 9, 12, 15, 196, 197, 198], "unexpect": 0, "place": [0, 5, 42, 71, 72], "e": [0, 1, 3, 4, 5, 6, 9, 12, 35, 44, 48, 50, 55, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 164, 166, 168, 169, 173, 178, 191, 192, 193, 194, 195, 196, 197, 198], "g": [0, 3, 4, 5, 6, 9, 12, 28, 29, 30, 35, 44, 48, 49, 50, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 123, 124, 125, 126, 127, 139, 140, 141, 157, 158, 159, 160, 161, 162, 163, 164, 169, 191, 192, 193, 194, 195, 196, 197, 198], "transfer": [0, 16, 19, 26, 27, 34, 35, 36, 38, 43, 49, 50, 158, 159, 160, 161, 162, 164, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 192, 195, 196, 197, 198], "neglig": 0, "though": [0, 5, 10], "25": [0, 12, 16, 19, 21, 25, 26, 27, 28, 34, 35, 91, 92, 94, 95, 96, 97, 101, 104, 144, 173, 174, 178, 180, 181, 182, 183, 184, 186, 187, 188, 189, 193, 194, 195, 196, 197, 198], "6th": 0, "workshop": 0, "avail": [0, 1, 5, 9, 14, 18, 36, 39, 42, 66, 72, 73, 143, 144], "index": [0, 5, 9, 11, 29, 30, 35, 65, 72, 73, 78, 99, 102], "http": [0, 1, 3, 5, 8, 9, 12, 21, 45, 75, 96, 97, 100, 104, 105, 107, 109, 110, 114, 120, 140, 144, 145], "org": [0, 1, 3, 5, 8, 9, 12, 21, 75, 98, 100, 104, 105, 107, 109, 110, 114, 119, 120, 144, 145], "simpli": [0, 5, 16, 192, 193, 194, 195, 198], "pip": [0, 3, 5, 9, 10], "natur": [0, 1, 11, 119, 193], "notabl": [0, 41, 66], "meet": 0, "standard": [0, 2, 11, 14, 16, 33, 34, 35, 38, 72, 73, 122, 156, 191, 193, 194, 195, 196], "2016": [0, 3, 9, 75, 88, 103, 150], "its": [0, 3, 5, 6, 9, 12, 53, 66, 73, 102, 124, 165, 166, 191, 192, 193, 194, 195], "redesign": 0, "core": [0, 3, 4, 5, 7, 9, 12, 149, 167, 168, 169, 170, 171, 173, 176, 191, 192, 193, 194, 197], "actual": [0, 13, 14, 44, 99, 122, 124, 144, 145, 170, 185, 191, 192, 193, 195, 196, 197, 198], "necessari": [0, 5, 16, 19, 46, 65, 185, 193, 197], "someth": [0, 41, 42, 48, 65, 66], "well": [0, 1, 10, 12, 14, 17, 18, 34, 35, 36, 38, 41, 42, 66, 67, 68, 73, 108, 112, 113, 119, 124, 127, 156, 166, 168, 185, 191, 192, 193, 195, 197, 198], "collect": [0, 5, 12, 21, 25, 29, 30, 32, 35, 104, 166, 168, 175, 191, 194], "either": [0, 18, 66, 79, 90, 115, 144, 145, 170, 185, 191, 192, 197], "introduct": 0, "ad": [0, 4, 8, 41, 42, 55, 72, 143, 149, 198], "below": [0, 8, 12, 13, 15, 17, 18, 42, 66, 79, 99, 192, 193, 197, 198], "explain": [0, 9], "fashion": [0, 91, 92, 110], "simpl": [0, 6, 9, 10, 11, 13, 26, 27, 34, 35, 68, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 110, 118, 119, 120, 123, 124, 125, 126, 139, 140, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "spatial": [0, 9, 16, 18, 19, 26, 27, 34, 38, 50, 54, 89, 90, 91, 92, 94, 95, 96, 97, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 124, 127, 139, 156, 158, 160, 162, 165, 166, 169, 175, 179, 180, 181, 187, 190, 192, 193, 195, 197, 198], "discret": [0, 8, 13, 18, 45, 54, 88, 89, 90, 91, 92, 99, 100, 102, 106, 107, 109, 110, 114, 115, 120, 124, 139, 165, 166, 190, 191, 197, 198], "formul": [0, 11, 34, 105, 108, 112, 113, 121, 127, 146, 147, 148, 149, 150, 152, 153, 154, 191], "move": [0, 66, 67, 193], "mlsdc": [0, 3, 9, 12, 34, 50, 62, 63, 177, 178, 185, 186, 195, 196, 197, 198], "inclus": [0, 1, 39], "two": [0, 10, 11, 12, 13, 16, 33, 34, 36, 39, 47, 50, 66, 68, 72, 74, 75, 88, 91, 92, 94, 95, 98, 100, 101, 103, 106, 108, 109, 110, 112, 113, 114, 124, 127, 139, 144, 145, 153, 166, 168, 178, 191, 194, 195, 196, 198], "gener": [0, 6, 7, 9, 11, 15, 17, 23, 33, 35, 39, 47, 48, 54, 56, 94, 95, 106, 107, 109, 120, 139, 143, 148, 149, 185, 193, 194, 197], "input": [0, 10, 13, 48, 56, 58, 107, 109, 148, 192], "nonmpi": [0, 42], "real": [0, 11, 35, 96, 97, 110, 118, 120, 159, 186, 191, 195, 197], "virtual": [0, 3, 9, 12, 63, 195], "parallelisim": 0, "simplifi": [0, 6, 8, 28], "coarsen": [0, 12, 14, 185, 194, 197, 198], "libpfasst": 0, "offer": [0, 192], "plugin": [0, 195, 198], "subpackag": 0, "fulli": [0, 3, 9, 11, 16, 19, 38, 42, 47, 66, 88, 89, 91, 92, 99, 103, 107, 109, 113, 120, 122, 124, 127, 191], "sphinx": [0, 5, 9], "apidoc": [0, 9], "mainli": [0, 9], "realiz": [0, 9, 26, 27, 34, 108, 109, 114, 196], "clearli": [0, 9], "stabl": [0, 144, 191], "barycentr": [0, 8, 45, 58], "interpol": [0, 8, 13, 38, 45, 58, 65, 66, 72, 74, 77, 99, 112, 113, 175, 178, 194, 195], "equidistantspline_right": 0, "spline": 0, "multi": [0, 3, 9, 15, 16, 19, 66, 91, 92, 107, 110, 153, 179, 182, 189, 191, 192, 195, 196], "aka": [0, 16], "singl": [0, 1, 5, 18, 26, 27, 34, 46, 57, 68, 122, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 169, 170, 171, 172, 173, 174, 178, 182, 185, 186, 192, 193, 194, 196, 197, 198], "level": [0, 1, 3, 6, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 38, 42, 43, 44, 49, 50, 51, 62, 63, 65, 66, 71, 72, 73, 78, 80, 143, 144, 149, 152, 156, 157, 158, 159, 160, 161, 162, 163, 164, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "expect": [0, 4, 9, 13, 28, 35, 73, 84, 148, 165, 166, 167, 168, 169, 172, 173, 174, 175, 177, 188, 190, 191, 192, 193, 194, 196, 197, 198], "rework": 0, "intern": [0, 13, 122, 192], "simplic": 0, "member": 1, "leader": 1, "particip": 1, "harass": 1, "free": [1, 26, 27, 34, 35, 65, 171, 173, 187, 192, 193, 197], "experi": [1, 9, 13, 15, 104, 166, 168, 191, 193], "everyon": 1, "regardless": 1, "ag": 1, "bodi": [1, 105, 121], "size": [1, 7, 8, 13, 15, 18, 38, 42, 45, 46, 50, 54, 62, 66, 67, 69, 73, 75, 77, 78, 79, 88, 100, 104, 107, 122, 139, 167, 168, 184, 190, 191, 196, 198], "disabl": [1, 9], "ethnic": 1, "sex": 1, "characterist": [1, 195], "gender": 1, "ident": [1, 48, 88, 90, 100, 109, 114, 115, 124, 139], "express": [1, 99, 101, 112, 113, 123], "educ": [1, 3, 9], "socio": 1, "econom": 1, "statu": [1, 37, 42, 46, 50, 62, 63, 65, 66, 67, 68, 71, 72, 107, 109, 170, 192], "nation": [1, 18], "person": [1, 4], "appear": [1, 11], "race": 1, "religion": 1, "sexual": 1, "orient": [1, 2], "interact": [1, 26, 27, 34, 122, 194], "open": [1, 5, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "welcom": [1, 171, 173, 192, 193], "divers": 1, "healthi": 1, "posit": [1, 12, 16, 19, 21, 25, 28, 32, 35, 85, 104, 105, 111, 117, 121, 122, 146, 154, 173, 178, 180, 181, 185, 186, 187, 193, 194, 195, 197], "demonstr": [1, 9, 10, 18, 187, 188, 192, 193, 194, 195, 196, 197, 198], "empathi": 1, "kind": [1, 39, 45, 92, 193, 195], "peopl": 1, "Being": 1, "respect": [1, 18, 26, 27, 33, 34], "opinion": 1, "viewpoint": [1, 33], "give": [1, 3, 5, 9, 42, 58, 66, 69, 74, 79, 126, 195, 196], "gracefulli": 1, "accept": [1, 5, 11, 65], "construct": [1, 54, 193], "feedback": 1, "apolog": 1, "mistak": 1, "learn": [1, 9], "focus": 1, "just": [1, 5, 9, 29, 30, 34, 35, 42, 48, 67, 72, 73, 77, 110, 141, 143, 164, 172, 185, 193, 197], "individu": [1, 16, 18, 19, 41], "overal": [1, 108, 109, 110, 196], "unaccept": 1, "languag": 1, "imageri": 1, "attent": 1, "advanc": [1, 3, 9, 107, 109, 110, 114, 120, 194], "troll": 1, "insult": 1, "derogatori": 1, "comment": [1, 4, 5], "polit": 1, "attack": 1, "public": [1, 4, 9, 33, 35, 36, 119], "privat": 1, "publish": 1, "inform": [1, 13, 42, 44, 54, 66, 99, 102, 107, 109, 191, 193, 198], "physic": [1, 12, 122], "email": 1, "address": 1, "explicit": [1, 3, 9, 82, 83, 84, 86, 110, 113, 120, 141, 142, 144, 145, 150, 152, 192], "permiss": 1, "reason": [1, 42, 144, 145, 191, 194], "consid": [1, 5, 11, 13, 33, 48, 90, 115], "inappropri": 1, "profession": 1, "set": [1, 2, 3, 4, 7, 8, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 40, 42, 43, 44, 45, 50, 56, 57, 65, 66, 77, 79, 90, 122, 139, 165, 166, 167, 168, 170, 171, 172, 173, 174, 175, 176, 177, 178, 180, 181, 182, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "clarifi": [1, 13], "take": [1, 3, 9, 10, 11, 18, 29, 30, 34, 35, 41, 47, 48, 67, 78, 90, 139, 166, 168, 185, 191, 194, 197, 198], "appropri": [1, 100, 141, 191], "fair": 1, "deem": 1, "threaten": 1, "offens": 1, "harm": 1, "edit": 1, "reject": 1, "commit": [1, 2, 4, 5, 15], "wiki": [1, 105, 145], "issu": [1, 3, 4, 5, 9, 144], "align": [1, 16, 19], "moder": 1, "appli": [1, 5, 11, 13, 18, 35, 38, 112, 144, 156], "offici": 1, "repres": [1, 7, 170, 191, 192, 195], "mail": 1, "post": [1, 5, 44, 192], "via": [1, 3, 9, 10, 17, 26, 27, 33, 34, 35, 38, 46, 49, 50, 66, 68, 94, 95, 112, 156, 157, 158, 159, 160, 161, 162, 195], "social": 1, "media": 1, "account": [1, 4, 47, 105, 121, 194], "appoint": 1, "onlin": 1, "offlin": 1, "event": [1, 13, 99, 102], "instanc": [1, 4, 5, 6, 8, 18, 26, 27, 34, 41, 42, 44, 45, 65, 66, 73, 74, 107, 109, 139, 149, 165, 166, 167, 168, 169, 170, 191, 192], "abus": 1, "otherwis": [1, 5, 42, 44, 73, 78, 101, 185, 191, 197], "report": [1, 5, 9, 104], "review": [1, 18, 33], "investig": [1, 11, 13, 17, 33, 88, 103, 104, 122, 124], "promptli": 1, "fairli": 1, "oblig": 1, "privaci": 1, "secur": 1, "incid": 1, "consequ": 1, "violat": 1, "unprofession": 1, "unwelcom": 1, "written": [1, 4, 5, 6, 11, 34, 91, 146, 150], "clariti": 1, "around": [1, 73, 191, 192, 198], "explan": [1, 13, 15], "why": 1, "wa": [1, 3, 9, 15, 42, 99, 104, 193], "apologi": 1, "through": [1, 2, 3, 4, 9, 42, 63, 79], "seri": 1, "continu": [1, 2, 3, 4, 6, 7, 9, 15, 58, 66, 68, 77, 108, 109, 110, 112, 113, 127], "unsolicit": 1, "specifi": [1, 5, 7, 11, 16, 19, 36, 50, 57, 185, 194, 195, 197], "period": [1, 26, 27, 29, 30, 34, 35, 58, 88, 89, 90, 91, 92, 94, 95, 96, 97, 101, 107, 109, 110, 115, 120, 127, 139, 158, 159, 160, 161, 162, 181, 187, 190, 195, 197, 198], "channel": [1, 5], "term": [1, 10, 47, 73, 92, 94, 95, 104, 112, 113, 114, 115, 122, 124, 192], "lead": [1, 42, 124, 144, 145, 194, 198], "seriou": [1, 198], "sustain": 1, "pattern": 1, "aggress": [1, 14, 185, 197], "disparag": 1, "www": [1, 3, 9, 12, 21, 104, 105, 110, 140], "code_of_conduct": 1, "html": [1, 5, 105, 110, 120], "inspir": [1, 6, 8, 45, 47], "mozilla": 1, "ladder": 1, "answer": [1, 18], "common": [1, 11, 13, 37], "question": [1, 18, 198], "faq": 1, "translat": 1, "develop": [2, 3, 5, 6, 8, 9, 13, 95, 119], "approach": [2, 3, 5, 9, 34, 35, 139, 185, 195, 197], "fork": [2, 4, 5], "extend": [2, 122, 193], "skip": 2, "furthermor": 2, "branch": [2, 5, 15], "pre": [2, 4, 5, 29, 30, 35, 178, 192, 194], "To": [2, 3, 5, 9, 11, 139, 193, 194, 195, 196, 197], "pleas": [2, 3, 5, 9, 15, 44, 57, 66, 72, 79, 144, 145, 149, 192, 193], "addition": [2, 91], "rule": [2, 5, 6, 45, 47, 65, 66, 72, 143, 144, 145, 154, 193], "enforc": [2, 5, 6, 42, 79], "summar": 2, "convent": [2, 5, 7], "chosen": [2, 194], "name": [2, 3, 4, 5, 7, 9, 12, 16, 19, 25, 32, 40, 42, 43, 46, 53, 55, 122, 184, 191, 192, 193, 195, 196], "function": [2, 4, 5, 7, 8, 11, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 45, 46, 48, 50, 56, 57, 58, 62, 63, 66, 67, 69, 72, 73, 75, 77, 83, 89, 94, 95, 96, 97, 99, 101, 102, 107, 108, 109, 110, 111, 112, 113, 120, 122, 127, 141, 146, 149, 150, 164, 165, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "flavor": [2, 3, 9, 67, 72, 78, 178, 194, 196], "applic": [2, 4, 9, 13, 44, 57, 65, 70, 101, 191, 198], "object": [2, 6, 8, 18, 35, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 51, 55, 56, 59, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 96, 97, 100, 107, 109, 110, 114, 120, 131, 136, 137, 143, 144, 156, 173, 174, 178, 192, 193, 194, 198], "program": [2, 5, 26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "oop": 2, "custom": [2, 6, 8, 14, 38, 44, 46, 48, 49, 50, 51, 146, 147, 150, 152, 153, 154, 156, 159, 193], "inherit": [2, 7, 40, 89, 99, 149], "framework": [2, 197], "addit": [2, 4, 6, 36, 41, 56, 90, 193, 196], "guidelin": [2, 3, 5, 6, 9], "given": [2, 5, 7, 8, 36, 39, 45, 47, 49, 50, 65, 88, 89, 91, 98, 99, 103, 118, 119, 122, 126, 140, 165, 191, 195, 196, 198], "esp": [3, 9], "multilevel": [3, 9, 50], "extens": [3, 9], "intend": [3, 9, 13], "rapid": [3, 9], "purpos": [3, 9, 41, 184, 188, 192, 194, 196, 198], "predictor": [3, 9, 44, 51, 62, 63, 144, 149, 194], "toi": [3, 9, 124], "easili": [3, 6, 9, 12, 18], "variant": [3, 9, 12, 14, 19, 185, 197], "implicit": [3, 9, 11, 16, 19, 26, 29, 30, 33, 34, 35, 82, 83, 84, 86, 89, 91, 92, 99, 107, 109, 110, 112, 113, 127, 141, 143, 144, 148, 149, 150, 152, 153, 180, 181, 186, 187, 190, 192, 195, 197, 198], "imex": [3, 9, 26, 33, 34, 88, 141, 144, 150, 152, 170, 171, 172, 173, 174, 178, 180, 186, 187, 190, 192, 193, 194, 195, 197, 198], "verlet": [3, 9, 12, 21, 25, 32, 142, 145, 146], "diagon": [3, 9, 26, 27, 34, 35, 125, 144], "topic": [3, 9, 18], "outcom": [3, 9, 18], "gitlab": [3, 9], "10": [3, 8, 9, 12, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 75, 97, 98, 100, 101, 105, 107, 109, 114, 119, 124, 144, 145, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "host": [3, 4, 9], "com": [3, 9, 45, 145], "often": [3, 9, 18, 66], "choic": [3, 5, 9, 144, 145, 195], "thu": [3, 9, 11, 13, 191, 194], "checkout": [3, 9], "conda": [3, 5, 9, 10], "found": [3, 9, 12, 13, 14, 29, 30, 33, 35, 42, 58, 99, 102, 193, 197], "folder": [3, 5, 9, 10, 197], "etc": [3, 5, 9, 36, 42, 66, 69, 73, 75, 194, 195], "env": [3, 9, 184, 196], "creat": [3, 9, 10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 44, 99, 108, 112, 113, 127, 139, 165, 166, 167, 168, 169, 176, 187, 188, 191, 192, 193, 194, 195, 197, 198], "yml": [3, 9], "m": [3, 5, 8, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 42, 45, 63, 67, 73, 74, 75, 78, 100, 108, 112, 113, 122, 124, 127, 131, 167, 168, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "correspond": [3, 5, 9, 12, 18, 25, 26, 27, 33, 34, 42, 47, 50, 57, 65, 146, 147, 148, 149, 150, 151, 152, 153, 154, 194, 196, 198], "chose": [3, 9, 119], "pythonpath": [3, 9, 184, 196], "export": [3, 5, 9], "path": [3, 5, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 42, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "root": [3, 5, 9, 11, 13, 82, 84, 86, 102, 184, 196], "want": [3, 5, 9, 18, 42, 65, 66, 67, 70, 72, 73, 78, 145, 192, 196, 198], "import": [3, 5, 6, 7, 8, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 42, 73, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "statement": [3, 5, 9], "assum": [3, 9, 122, 195], "directori": [3, 5, 9, 12, 16, 19, 21, 25, 28, 32, 35, 184, 196], "decent": [3, 9], "compil": [3, 9], "although": [3, 6, 9, 10, 191, 192, 194], "go": [3, 5, 9, 14, 44, 62, 63, 77, 79, 170, 184, 192, 195, 196], "great": [3, 9], "let": [3, 8, 9, 45, 77, 91, 99, 103], "know": [3, 9, 46, 66, 73, 74, 77, 173, 192, 193, 195], "help": [3, 6, 8, 9, 36, 185, 193, 197], "greatli": [3, 9, 18], "appreci": [3, 9], "citat": [3, 9, 144], "robert": [3, 9, 18, 122], "speck": [3, 9, 88, 103, 122, 150], "997": [3, 9, 166, 191], "transact": [3, 9], "mathemat": [3, 9], "softwar": [3, 9, 108, 112, 113, 127], "volum": [3, 9], "45": [3, 9, 124, 186, 197], "doi": [3, 8, 9, 75, 98, 100, 119, 124, 144], "1145": [3, 9, 144], "3310410": [3, 9], "current": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 16, 18, 19, 21, 25, 28, 32, 35, 39, 42, 44, 46, 48, 50, 51, 58, 62, 63, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 149, 152, 184, 192, 196, 198], "zenodo": [3, 9], "origin": [3, 9, 14, 33, 39, 110, 119, 122], "pancetta": [3, 9], "small": [3, 9, 10, 16, 18, 19, 48, 170, 191, 192], "scientist": [3, 9], "interest": [3, 9, 18, 33, 36, 193, 195, 196, 198], "changelog": [3, 9], "evolut": [3, 9, 71], "dearli": [3, 9], "read": [3, 6, 8, 9, 11, 12, 16, 19, 21, 25, 28, 32, 35, 40, 43, 55], "our": [3, 9, 62, 63, 191, 192, 193, 195, 197], "forget": [3, 5, 9], "peek": [3, 9], "nice": [3, 9, 11, 18, 73, 191, 195], "conduct": [3, 5, 9, 124], "receiv": [3, 9, 42, 46, 62, 82, 84, 85, 86], "fund": [3, 9], "european": [3, 9], "high": [3, 9, 12, 14, 16, 19, 21, 25, 28, 32, 35, 73, 122, 180, 181, 185, 186, 187, 190, 194, 195, 197, 198], "joint": [3, 9], "undertak": [3, 9], "ju": [3, 9], "grant": [3, 9], "agreement": [3, 9], "955701": [3, 9], "union": [3, 9], "horizon": [3, 9], "2020": [3, 9], "research": [3, 9], "innov": [3, 9], "programm": [3, 9], "belgium": [3, 9], "franc": [3, 9], "germani": [3, 9], "switzerland": [3, 9], "german": [3, 9], "feder": [3, 9], "ministri": [3, 9], "bmbf": [3, 9], "16hpc047": [3, 9], "helmholtz": [3, 9], "engin": [3, 9], "preparatori": [3, 9], "studi": [3, 9, 33, 35, 66, 104], "hirse_p": [3, 9], "nbsp": [3, 9], "done": [4, 5, 9, 10, 12, 13, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 42, 66, 102, 106, 109, 110, 114, 124, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "repositori": [4, 5], "eventu": [4, 6, 9], "mainten": 4, "howev": [4, 5, 6, 18, 42, 73, 90, 124, 144, 145, 194, 198], "highli": [4, 194], "trough": 4, "dedic": [4, 101], "master": [4, 5, 9, 11, 15], "contributor": 4, "propos": 4, "solv": [4, 7, 9, 16, 18, 19, 48, 65, 66, 73, 74, 78, 89, 90, 91, 92, 94, 95, 96, 97, 99, 106, 107, 108, 109, 110, 112, 113, 115, 118, 119, 120, 122, 127, 141, 144, 145, 167, 168, 191, 197], "accuraci": [4, 10, 13, 18, 54, 65, 72, 73, 139, 165, 166, 168, 169, 190, 192, 196, 198], "issue214": 4, "214": 4, "awesome_new_project": 4, "some_featur": 4, "favor": [4, 6], "short": [4, 6, 196], "lower": [4, 5, 18, 35, 66, 72, 74, 79, 144, 145, 148, 193], "case": [4, 5, 6, 11, 13, 35, 69, 99, 102, 106, 107, 191, 194, 195, 196, 198], "underscor": [4, 6], "eas": [4, 6, 50], "interfac": [4, 18, 41, 48, 49, 51, 144, 145, 192], "modifi": [4, 5, 11, 35, 36, 47, 72], "default": [4, 5, 16, 19, 42, 44, 45, 48, 51, 55, 56, 62, 63, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 80, 108, 112, 113, 124, 127, 139, 143, 149, 192, 194], "valu": [4, 6, 7, 8, 10, 11, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 39, 40, 41, 42, 44, 45, 46, 48, 50, 51, 54, 55, 56, 57, 58, 62, 63, 65, 66, 69, 71, 72, 73, 75, 77, 79, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 129, 130, 133, 134, 135, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 159, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "revis": 4, "happen": [4, 26, 27, 34, 41, 42, 65, 66, 72, 77, 198], "upstream": 4, "repo": 4, "hesit": 4, "regularli": [4, 5, 13], "conflict": 4, "On": 4, "my_featur": 4, "git": [4, 5], "fetch": 4, "synchron": [4, 11], "v": [4, 5, 12, 16, 19, 21, 25, 26, 27, 30, 32, 34, 35, 91, 99, 101, 104, 108, 109, 110, 112, 113, 122, 123, 127, 165, 166, 170, 174, 177, 182, 183, 184, 187, 189, 191, 192, 193, 196, 197, 198], "next": [4, 5, 6, 7, 8, 11, 14, 18, 46, 50, 58, 65, 66, 72, 78, 99, 193, 194, 195, 196, 198], "v5": 4, "v6": 4, "forc": [4, 10, 12, 91, 96, 97, 104, 112, 113, 114, 115, 173, 178, 193, 194, 197], "re": [4, 170, 192, 194], "write": [4, 5, 12, 21, 26, 27, 28, 29, 30, 32, 34, 35, 42, 77, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "script": [4, 9, 10, 11, 16, 36, 119, 196], "anyon": 4, "onc": [4, 5, 26, 27, 34, 42, 65, 73, 74, 184, 196], "roadmap": 4, "mileston": 4, "associ": [4, 8, 45, 46, 139], "down": [4, 13, 15, 62, 63, 101], "Such": 4, "same": [4, 6, 7, 15, 18, 27, 34, 41, 42, 65, 73, 78, 89, 90, 92, 99, 115, 124, 139, 172, 179, 191, 192, 193, 194, 195, 196], "never": [4, 65, 74], "modif": [4, 54], "own": [4, 5, 18, 193], "prefix": [4, 6], "dev": 4, "cannot": [4, 7, 11, 42, 66, 141, 194], "sever": [4, 12, 35, 90, 115], "solut": [4, 6, 7, 10, 11, 13, 15, 16, 18, 19, 26, 27, 28, 33, 34, 35, 46, 48, 65, 66, 69, 70, 72, 73, 74, 77, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 165, 166, 167, 168, 170, 171, 173, 175, 177, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "summari": [4, 5, 6, 7, 8], "panel": 5, "divid": [5, 88, 100, 103, 108, 112, 113, 127, 196], "categori": 5, "build": [5, 27, 34, 54, 167, 168, 184, 191, 196], "artifact": 5, "section": 5, "style": [5, 8, 12, 16, 19, 21, 25, 28, 32, 35, 62, 63, 73], "syntax": [5, 6], "complianc": 5, "pep": [5, 6], "comprehens": [5, 65], "bugbear": 5, "diff": [5, 26, 34, 177, 189, 194, 198], "color": [5, 18, 28, 29, 30, 35, 166, 168, 187, 191, 197], "reformat": 5, "command": 5, "line": [5, 6, 11, 18, 65, 123, 139, 166, 167, 168, 184, 191, 196], "120": 5, "charact": [5, 6], "arithmet": 5, "variabl": [5, 7, 12, 25, 41, 42, 48, 50, 55, 65, 66, 67, 69, 71, 72, 73, 74, 77, 80, 100, 144, 145, 184, 193, 195, 196], "empti": [5, 184, 196], "autom": [5, 108, 112, 113, 127], "possibli": [5, 10, 65, 74, 77], "bin": 5, "sh": 5, "stage": [5, 42, 51, 62, 63, 73, 143, 144, 145, 149, 152, 171, 173, 192, 193, 198], "head": 5, "grep": [5, 29, 30, 35], "py": [5, 10, 11, 12, 14, 16, 17, 19, 21, 23, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 99, 146, 147, 150, 152, 153, 154, 158, 159, 160, 161, 162, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "sed": 5, "rev": 5, "pars": 5, "toplevel": 5, "delet": [5, 73], "becaus": [5, 18, 73, 77, 119, 149, 185, 197], "fail": [5, 184, 196], "fi": 5, "chmod": 5, "execut": [5, 196], "Be": [5, 66, 76, 79, 144], "awar": [5, 66, 76, 79, 144, 145], "alter": 5, "editor": 5, "whenev": [5, 41, 65, 191], "r": [5, 8, 16, 19, 28, 29, 30, 35, 38, 58, 88, 91, 92, 94, 95, 96, 97, 99, 100, 101, 103, 105, 106, 107, 109, 114, 121, 122, 123, 124, 139, 156, 198], "messag": [5, 42, 62, 65, 66, 69, 73, 74, 75], "detect": [5, 18, 75], "abort": [5, 26, 27, 34, 70], "ahead": 5, "worri": [5, 196], "obtain": [5, 8, 34, 35, 45, 54, 65, 66, 72, 73, 108], "msg": [5, 42, 70], "commit_msg_fil": 5, "flakeheaven_output": 5, "interpret": 5, "trailer": 5, "echo": 5, "assign": [5, 29, 30, 35, 141], "note": [5, 6, 8, 12, 14, 16, 17, 19, 26, 27, 33, 34, 45, 72, 171, 185, 186, 191, 192, 193, 194, 195, 196, 197, 198], "relat": [5, 33, 38, 42, 48, 49, 50, 51, 156, 193], "constantli": [5, 124], "pep8": [5, 9], "might": [5, 18, 55, 77, 79, 196], "caus": [5, 15, 144, 196], "date": 5, "forg": 5, "pass": [5, 6, 8, 16, 19, 26, 27, 29, 30, 34, 35, 38, 42, 46, 48, 50, 51, 53, 57, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 78, 79, 80, 156, 179, 180, 181, 186, 187, 190, 191, 192, 194, 195, 197, 198], "toml": [5, 184, 196], "compon": [5, 10, 11, 13, 82, 83, 84, 86, 98, 110, 118, 119, 126, 140, 153, 198], "test_nod": 5, "how": [5, 8, 12, 13, 17, 18, 67, 71, 72, 73, 101, 124, 172, 191, 192, 193, 194, 195, 196, 197, 198], "compar": [5, 10, 13, 16, 19, 26, 27, 28, 33, 34, 35, 65, 66, 73, 74, 75, 94, 95, 165, 166, 170, 171, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "indic": [5, 6, 9, 39, 43, 58, 62, 91, 94, 95, 96, 97, 99, 101, 102, 106, 108, 112, 113, 118, 124, 126, 127, 140, 192], "print": [5, 6, 7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "load": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 42, 66, 67, 68, 71, 72, 75, 76, 79, 99, 123], "sitecustom": 5, "process_startup": 5, "durat": 5, "analyz": [5, 33, 34, 36, 191], "henc": [5, 15, 18, 42, 66, 74, 112, 113, 124, 127], "finish": [5, 171, 173, 192, 193], "process": [5, 10, 15, 18, 26, 34, 36, 43, 44, 62, 73, 82, 84, 86, 108, 109, 110, 171, 173, 179, 180, 181, 182, 183, 184, 188, 189, 192, 193, 195, 196, 198], "combin": [5, 11, 12, 73, 184, 187, 194, 196, 197], "htmlcov": 5, "favorit": [5, 144], "browser": 5, "did": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 73, 166, 167, 168, 169, 170, 171, 175, 184, 187, 191, 192, 194, 196, 197], "ignor": [5, 144, 145, 198], "rais": [5, 6, 7, 12, 16, 19, 25, 26, 27, 32, 34, 42, 70, 184, 185, 196, 197], "tool": [5, 36, 192], "pyproject": [5, 184, 196], "conditionali": 5, "loop": [5, 13, 16, 19, 28, 29, 30, 35, 44, 166, 168, 174, 180, 181, 182, 191, 193, 195, 196], "pragma": 5, "cover": 5, "def": [5, 6, 7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "preced": 5, "think": 5, "justifi": 5, "built": [5, 6, 144, 145, 192, 198], "task": [5, 196], "doc": [5, 120], "unzip": 5, "rst": 5, "update_apidoc": 5, "b": [5, 16, 19, 26, 27, 28, 29, 30, 34, 35, 65, 73, 74, 100, 108, 109, 110, 112, 113, 122, 127, 131, 137, 173, 178, 179, 180, 181, 187, 190], "Then": [5, 8, 13, 14, 45, 191, 193], "graph": [5, 28, 35], "imag": 5, "still": [5, 35, 42, 65, 74, 141, 144], "miss": [5, 198], "concern": 5, "mostli": [6, 43], "Of": [6, 194], "cours": [6, 42, 194], "strictli": [6, 144, 145], "alwai": [6, 15, 44, 66, 78, 101, 144, 145, 146, 154, 191, 194, 196], "guido": 6, "von": 6, "rossum": 6, "kei": [6, 12, 16, 19, 21, 25, 29, 30, 32, 35, 55, 57, 62, 63, 73, 99, 139, 174, 184, 192, 193, 195, 196], "insight": 6, "state": [6, 13, 35, 96, 97, 99, 101, 102], "foolish": 6, "hobgoblin": 6, "littl": [6, 186, 191, 193, 197], "mind": [6, 48, 54, 74, 141], "find": [6, 9, 13, 15, 18, 29, 30, 35, 42, 58, 166, 168, 191], "optim": [6, 11, 35, 66, 120, 166, 168, 191], "compromis": 6, "someon": [6, 9], "els": [6, 12, 16, 19, 25, 26, 27, 29, 30, 32, 34, 35, 66, 99, 102, 149, 178, 182, 184, 185, 186, 187, 190, 194, 196, 197, 198], "understand": [6, 8, 36], "my": [6, 9], "effect": [6, 66, 119, 124], "kilomet": 6, "aspect": [6, 18], "interdepend": 6, "attract": 6, "lowercas": 6, "variablenamelikethi": 6, "snake_cas": 6, "variable_name_like_thi": 6, "pascalcas": 6, "camelcas": 6, "uppercas": 6, "minu": 6, "try": [6, 14, 15, 65, 66, 72, 184, 191, 196], "stick": 6, "discourag": 6, "advectiondiffus": 6, "except": [6, 15, 42, 43, 47, 124, 184, 196], "suffix": [6, 195], "parametererror": [6, 37, 43], "goe": [6, 42], "argument": [6, 42, 44, 48, 57, 90, 172, 193], "tleft": [6, 39, 167, 168, 191], "quadtyp": 6, "legendr": [6, 39, 45, 47, 167, 168, 177, 191, 193, 194], "computefejerrul": [6, 37, 45], "nnode": [6, 176, 194], "nodegener": 6, "getorthogpolycoeff": 6, "self": [6, 7, 8, 42, 63, 68, 73, 99, 149], "ncoeff": 6, "abbrevi": 6, "deterior": [6, 13], "rather": [6, 8, 12, 13, 18, 33, 185, 192, 196, 197], "getorthogonalpolynomialcoeffici": 6, "plural": 6, "acronym": 6, "jacobimssdc": 6, "multistepsdcjacobi": 6, "mssdcjacobi": 6, "put": [6, 166, 191, 193, 198], "exception": 6, "special": [6, 9, 11, 12, 25, 32, 34, 92, 106, 107, 173, 174, 178, 193, 194, 198], "mysweep": 6, "initsweep": 6, "getattr": 6, "_initsweep_": 6, "attributeerror": 6, "notimplementederror": [6, 12, 16, 19, 25, 32, 185, 197], "_initsweep_copi": 6, "_initsweep_spread": 6, "_": [6, 8, 11, 12, 21, 25, 32, 45, 110, 112, 113, 120, 171, 173, 190, 192, 193, 198], "chucknorri": 6, "_think": 6, "doubt": 6, "doubl": [6, 66], "__": [6, 171, 173, 192, 193], "left": [6, 11, 12, 14, 21, 25, 32, 33, 39, 45, 54, 58, 90, 91, 92, 94, 95, 96, 97, 106, 107, 112, 114, 115, 117, 122, 139, 150, 166, 168, 191], "__dict__": [6, 55], "node_typ": [6, 39, 47, 167, 168, 177, 191, 194], "equid": [6, 39], "chebi": [6, 39], "quad_typ": [6, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "gauss": [6, 15, 18, 35, 39, 45, 47, 66, 72, 174, 193, 195, 198], "radau": [6, 16, 19, 26, 27, 28, 29, 30, 34, 35, 39, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "lobatto": [6, 12, 21, 25, 32, 39, 47, 174, 193], "string": [6, 16, 19, 41, 42, 46, 57, 139], "distinguish": 6, "select": [6, 66, 74], "probabl": [6, 122, 197], "keep": [6, 10, 41, 42, 48, 54, 74, 141, 182, 196], "replac": [6, 14, 16, 19, 193, 194], "_initsweep_copy_past": 6, "_initsweep_spread_out": 6, "non": [7, 17, 35, 42, 58, 62, 66, 67, 69, 73, 78, 82, 84, 85, 86, 119, 124, 196], "od": [7, 9, 48, 51, 98, 99, 101, 119, 123, 140, 143, 149, 194, 197], "form": [7, 9, 11, 90, 92, 94, 95, 96, 97, 108, 109, 110, 113, 115, 118, 125, 146, 150, 185, 191, 195, 197], "frac": [7, 8, 45, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 125, 126, 127, 139, 140], "du": [7, 16, 19, 108, 109, 110, 118, 140], "dt": [7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 46, 50, 66, 73, 98, 99, 101, 102, 103, 111, 117, 118, 119, 122, 123, 125, 126, 131, 137, 139, 140, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "quad": 7, "u_0": [7, 11, 103], "vector": [7, 8, 11, 45, 54, 58, 65, 73, 74, 104, 105, 107, 108, 109, 112, 113, 121, 127, 158, 162, 167, 168, 191, 192], "scalar": [7, 8, 33, 45, 103, 108, 112, 113, 127, 146, 150], "hand": [7, 18, 42, 48, 51, 54, 65, 73, 77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 167, 168, 191, 192, 194, 197], "side": [7, 18, 48, 51, 54, 65, 77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 167, 168, 191, 192, 194, 197], "ptype": [7, 37, 46, 48, 49, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141], "templat": [7, 36], "lambda": [7, 12, 16, 19, 21, 25, 26, 27, 32, 34, 103, 118, 122, 125, 146, 150, 184, 196], "ct": 7, "complex": [7, 9, 12, 33, 84, 193], "np": [7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 47, 58, 65, 74, 83, 88, 89, 91, 92, 94, 96, 97, 99, 100, 101, 103, 104, 122, 123, 124, 139, 165, 166, 167, 168, 173, 174, 175, 178, 180, 181, 184, 185, 186, 187, 190, 191, 193, 194, 195, 196, 197, 198], "problemerror": [7, 37, 43], "datatype_class": [7, 10, 60, 166, 171, 173, 191, 192, 193, 197], "mycustomproblem": 7, "datatyp": [7, 10, 42, 82, 84, 161], "dtype_u": [7, 46, 48, 50, 72, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 146, 147, 148, 149, 150, 151, 153, 154, 165, 166, 175, 191, 194], "dtype_f": [7, 46, 48, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145], "lam": [7, 118], "len": [7, 12, 16, 19, 21, 27, 29, 30, 32, 34, 35, 166, 168, 175, 176, 179, 184, 187, 191, 194, 195, 196, 197], "shape": [7, 38], "must": [7, 8, 45, 48, 99, 194], "1d": [7, 16, 17, 33, 54, 58, 88, 91, 106, 124, 159, 191], "call": [7, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 48, 50, 57, 66, 67, 72, 76, 77, 80, 91, 92, 99, 101, 109, 110, 114, 122, 126, 140, 149, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "super": [7, 42, 44, 110, 193], "init": [7, 8, 42, 48, 82, 83, 84, 85, 86, 165, 166, 175, 181, 191, 194, 195], "none": [7, 10, 12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 41, 42, 44, 46, 48, 54, 55, 57, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 83, 84, 85, 86, 88, 92, 94, 95, 96, 97, 99, 100, 102, 104, 107, 108, 109, 110, 114, 119, 120, 123, 124, 125, 126, 127, 139, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 168, 171, 173, 182, 185, 186, 190, 191, 192, 193, 196, 197, 198], "dtype": [7, 84, 173, 174, 178, 193, 194], "regist": [7, 40, 57, 172, 193], "localvar": 7, "true": [7, 12, 16, 19, 26, 27, 32, 34, 42, 46, 53, 58, 73, 91, 99, 102, 106, 110, 118, 119, 120, 124, 126, 139, 140, 144, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "rh": [7, 10, 38, 46, 48, 51, 73, 82, 83, 84, 86, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 143, 149, 156], "eval_f": [7, 48, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 165, 166, 191], "f_init": [7, 48], "list": [7, 8, 9, 10, 12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 41, 42, 45, 46, 48, 50, 53, 54, 57, 58, 63, 65, 67, 73, 74, 75, 78, 91, 94, 95, 96, 97, 99, 100, 102, 104, 108, 125, 127, 143, 144, 146, 147, 148, 149, 150, 151, 153, 154, 166, 168, 172, 173, 174, 175, 178, 180, 181, 182, 184, 189, 191, 193, 194, 195, 196, 198], "output": [7, 12, 13, 25, 32, 36, 44, 48, 65, 107, 109, 159, 173, 174, 178, 182, 184, 187, 193, 194, 196, 197], "fals": [7, 12, 16, 19, 32, 41, 42, 44, 53, 54, 58, 62, 63, 67, 72, 105, 118, 120, 121, 139, 147, 148, 149, 150, 151, 152, 153, 171, 173, 178, 182, 185, 186, 187, 189, 190, 192, 193, 194, 196, 197, 198], "docstr": 8, "itself": [8, 13, 42, 73, 124, 194, 198], "describ": [8, 9, 11, 16, 17, 19, 36, 99, 105, 108, 109, 110, 121, 172, 193], "lagrangeapproxim": [8, 37, 45], "approxim": [8, 11, 18, 45, 73, 74, 89, 91, 94, 95, 96, 97, 110, 118, 119, 120, 123, 124, 126], "point": [8, 13, 18, 39, 45, 46, 47, 53, 58, 65, 72, 73, 74, 89, 91, 92, 94, 95, 96, 97, 99, 102, 105, 107, 121, 124, 146, 147, 148, 149, 150, 151, 152, 153, 154, 165, 166, 191], "lagrang": [8, 37, 108, 112, 113, 127, 194], "math": [8, 100, 107], "t_j": [8, 45], "leq": [8, 45, 99, 101, 102, 115, 140], "j": [8, 45, 88, 92, 94, 95, 96, 97, 101, 103, 104, 105, 107, 108, 109, 112, 113, 121, 127, 144], "n": [8, 12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 45, 90, 92, 94, 95, 96, 97, 99, 100, 104, 105, 106, 108, 110, 112, 113, 115, 120, 121, 122, 127, 129, 130, 133, 134, 135, 137, 139, 166, 167, 168, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "formula": [8, 45, 170, 192], "displaystyl": [8, 45, 90, 115], "sum_": [8, 11, 45, 104, 105, 115, 121, 122], "w_j": [8, 45], "x_j": [8, 45], "f_j": [8, 45], "prod_": [8, 45, 90, 115], "k": [8, 11, 12, 21, 25, 28, 29, 30, 32, 33, 35, 45, 58, 73, 89, 99, 101, 104, 108, 109, 110, 111, 112, 113, 122, 124, 127, 146, 150, 166, 168, 174, 191, 193], "neq": [8, 45, 105, 121, 122], "x_k": [8, 45], "theori": [8, 45], "dx": [8, 28, 35, 54, 88, 91, 92, 94, 95, 96, 97, 100, 104, 106, 107, 108, 109, 112, 113, 114, 122, 124, 127, 129, 130, 133, 134, 135, 137, 139, 165, 166, 175, 191, 194], "1137": 8, "s0036144502417715": 8, "tupl": [8, 44, 45, 57, 72, 90, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 111, 114, 115, 120, 124, 127, 139, 190, 193, 198], "1darrai": [8, 45, 47, 48, 88, 89, 91, 92, 94, 95, 96, 99, 103, 104, 122, 124, 139], "scale": [8, 10, 12, 15, 16, 18, 19, 21, 25, 28, 29, 30, 32, 35, 45, 53, 91, 92, 94, 95, 96, 97, 122, 191, 197], "getinterpolationmatrix": [8, 45], "vec": [8, 16, 19, 45, 86, 88, 91, 92, 99, 100, 101, 102, 103, 107, 108, 109, 112, 113, 114, 120, 123, 124, 125, 127, 139], "tau_m": [8, 45], "p_": [8, 45], "inter": [8, 45, 122], "pinter": [8, 45], "2darrai": [8, 45, 101, 122, 123], "row": [8, 45, 65, 67, 73, 74, 107, 150], "column": [8, 45, 73, 107, 150, 167, 168, 191], "cute": 8, "pictur": [8, 12, 18, 21, 36], "cat": 8, "coverag": 9, "flatten": [9, 48], "steep": 9, "curv": 9, "eight": 9, "briefli": [9, 198], "discuss": [9, 196], "along": [9, 13, 122], "highlight": 9, "shown": [9, 12, 16], "ye": [9, 54], "jupyt": [9, 15], "notebook": [9, 15], "awesom": [9, 39], "statist": [9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 44, 57, 59, 62, 63, 91, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 194, 195, 196, 197, 198], "gather": [9, 16, 44, 122, 166, 168, 174, 175, 184, 191, 193, 194, 196, 198], "medium": 9, "group": 9, "bori": [9, 12, 122, 146, 193, 194], "becom": [9, 11, 18, 65, 73, 105, 121, 196], "evolv": 9, "proper": 9, "suppos": [9, 196, 198], "focuss": 9, "beyond": [9, 35, 194], "basi": [9, 12, 101], "present": [9, 41, 178, 194], "readm": 9, "intent": 9, "content": 9, "conform": 9, "attempt": 9, "fast": [9, 88, 89, 94, 95, 96, 97, 103, 110, 120, 122, 150], "wave": [9, 88, 89, 103, 106, 107, 150, 165, 166, 191], "rdc": 9, "ration": 9, "asymptot": 9, "fastest": 9, "bayreuth": 9, "modal": 9, "system": [9, 11, 15, 18, 32, 36, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 167, 168, 191, 193, 197], "differenti": [9, 13, 15, 75, 98, 99, 101, 102, 108, 112, 113, 118, 119, 123, 127, 139, 145], "algebra": 9, "helper": [9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 41, 44, 62, 63, 99, 107, 109, 111, 122, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "tabl": [9, 39, 41], "search": 9, "materi": 10, "scienc": [10, 198], "paraphas": 10, "partner": 10, "flexibl": 10, "run_simple_forcing_verif": 10, "2d": [10, 11, 16, 33, 65, 74, 90, 92, 100, 114, 115, 160, 186, 197], "against": [10, 34], "known": [10, 11, 13, 42, 94, 95, 119, 122], "circl": [10, 91, 92, 94, 95, 96, 97], "shrink": [10, 167, 168, 191], "drive": [10, 91, 96, 97, 198], "vanish": [10, 73], "numer": [10, 11, 12, 18, 33, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 123, 124, 125, 126, 127, 140, 141, 145], "scheme": [10, 11, 33, 34, 35, 65, 66, 73, 74, 100, 143, 144, 145, 146, 195, 198], "constant": [10, 73, 92, 94, 95, 105, 111, 121, 122, 146, 195, 198], "dw": [10, 91, 96, 97], "radiu": [10, 17, 33, 35, 91, 92, 94, 95, 96, 97], "stai": [10, 101], "run_temp_forcing_verif": 10, "temperatur": [10, 119, 124], "run_temp_forcing_refer": 10, "These": [10, 15, 35, 36, 42, 144, 145], "serial": [10, 15, 18, 63, 72, 82, 84, 189, 195, 196, 197, 198], "mimick": 10, "larger": [10, 191, 197], "hpc": [10, 36], "machin": [10, 11, 16, 18, 196], "allencahn_monitor_and_dump": 10, "radii": 10, "dump": [10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41], "o": [10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 184, 188, 189, 191, 196, 198], "allencahn_monitor": 10, "allencahn_dump": 10, "visual": [10, 16, 19, 28, 29, 30, 33, 35, 36, 59, 166, 168, 188, 191], "turn": [10, 194], "field": [10, 13, 44, 81, 85, 122, 173, 178, 193, 194], "png": [10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 59, 166, 168, 188, 189, 191, 198], "visualize_temp": 10, "movi": 10, "run_pysc_ac": 10, "ex": [10, 36], "jobscript": 10, "jureca": [10, 36], "allencahn_mpifft": [10, 87], "problem_class": [10, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 48, 56, 60, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "allencahn_temp_mpifft": [10, 87], "thesi": 11, "suffic": [11, 66], "misc": 11, "hookclass_da": 11, "linear_plot": 11, "previous": 11, "npy": 11, "axi": [11, 122, 166, 168, 191], "loglog_plot": 11, "logarithm": 11, "commonli": 11, "semilogy_plot": 11, "y": [11, 96, 97, 98, 109, 114, 117, 166, 168, 191], "simple_da": 11, "analyt": [11, 47, 88, 118, 165, 166, 167, 168, 191], "pendulum": 11, "veri": [11, 12, 13, 14, 16, 19, 34, 48, 102, 144, 171, 173, 191, 192, 193, 195], "solvabl": 11, "synchronous_machin": 11, "attach": [11, 193], "infinit": 11, "bu": 11, "undergo": 11, "torqu": 11, "disturb": 11, "transistor_amplifi": 11, "transistor": 11, "amplifi": 11, "world": [11, 187, 197], "situat": [11, 194], "run_convergence_test": 11, "mention": [11, 15, 33], "run_iteration_test": 11, "behaviour": [11, 66, 119, 143], "residu": [11, 33, 41, 51, 59, 65, 66, 68, 73, 76, 107, 109, 124, 149, 151, 152, 170, 171, 172, 173, 185, 188, 189, 192, 193, 194, 197], "fully_implicit_dae_playground": 11, "arena": 11, "synchronous_machine_playground": 11, "fully_implicit_da": 11, "represent": 11, "aris": [11, 13, 44, 91, 106, 118, 126, 139, 140], "jacobian": [11, 35, 47, 48, 107, 109, 124], "partial_": 11, "singular": [11, 140], "impli": [11, 197], "deriv": [11, 14, 34, 41, 44, 47, 54, 73, 88, 91, 100, 111, 124, 139, 140, 141, 150], "denot": [11, 72, 89, 91, 94, 95, 96, 97, 99, 103, 110, 111, 112, 113, 115, 120, 127], "isol": 11, "picard": [11, 146, 147, 148, 149, 150, 152, 153, 154], "ordinari": [11, 13, 15, 75, 98, 99, 101, 102, 119, 123], "henceforth": 11, "cast": 11, "unknown": [11, 73, 91, 92, 94, 95, 96, 97, 100, 111, 113], "int_0": 11, "tu": 11, "tau": [11, 38, 46, 156, 185, 197], "d": [11, 14, 28, 29, 35, 88, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 109, 110, 111, 112, 113, 114, 117, 119, 121, 123, 125, 126, 139, 184, 196], "tild": 11, "delta": [11, 29, 30, 35, 45, 91, 92, 94, 95, 96, 97, 103, 106, 107, 108, 109, 110, 120, 127], "t_": [11, 101, 119, 122], "t_m": [11, 97], "int_": [11, 45, 108, 112, 113, 127], "discretis": [11, 124, 139], "obviou": [11, 14], "mathbf": 11, "q": [11, 29, 30, 35, 51, 108, 122, 144, 145, 146, 149, 150, 152, 167, 168, 191], "l": [11, 28, 29, 30, 35, 58, 72, 89, 94, 95, 96, 97, 99, 110, 120, 144, 166, 168, 169, 170, 176, 191, 192, 194], "_l": 11, "low": 11, "euler": [11, 35, 100, 143, 144, 146, 147, 150, 152, 154, 181, 195], "_0": 11, "begin": [11, 42, 122, 171, 173, 192, 193, 196], "pmatrix": 11, "t_1": 11, "dot": [11, 27, 34], "t_2": 11, "clear": [11, 193], "repeatedli": 11, "recalcul": [11, 13], "reformul": [11, 112, 113, 127], "carri": [11, 42], "u_": [11, 104], "familiar": 11, "scipi": [11, 14, 45, 48, 88, 91, 92, 94, 95, 119, 120, 123, 124, 125, 126, 167, 168, 191], "3rd": 12, "harmon": [12, 25, 111], "oscil": [12, 14, 25, 111, 126], "henon": [12, 25], "heil": [12, 25, 117], "hamiltonian_output": [12, 25, 32], "monitor": [12, 13, 196], "deviat": [12, 173, 174, 175, 178, 193, 194], "exact": [12, 16, 19, 26, 27, 28, 34, 35, 48, 72, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 140, 141, 167, 168, 170, 171, 173, 175, 177, 180, 181, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "hamiltonian": [12, 21, 25, 32, 104, 111, 117, 121], "100": [12, 16, 19, 25, 29, 30, 32, 35, 91, 92, 98, 99, 102, 106, 108, 109, 110, 118, 119, 123, 126, 171, 173, 174, 175, 178, 192, 193, 194], "processor": [12, 18, 21, 32, 182, 185, 186, 187, 196, 197], "full": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 39, 48, 105, 108, 109, 120, 124, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "simple_problem": [12, 25], "defaultdict": [12, 21, 25, 32], "plot_help": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52], "plt_helper": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "stats_help": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 52, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "get_sort": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 52, 57, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "filter_stat": [12, 21, 25, 32, 52, 57, 172, 193], "controller_class": [12, 16, 19, 21, 25, 26, 28, 29, 30, 32, 34, 35, 60, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "harmonicoscil": [12, 25, 87], "harmonic_oscil": [12, 25, 87, 111], "henonheil": [12, 25, 87], "henon_heil": [12, 25, 87, 117], "sweeper_class": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 60, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "transfer_class": [12, 21, 25, 26, 27, 32, 34, 60, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 194, 195, 196, 197, 198], "transferparticles_nocoars": [12, 21, 25, 32, 155, 178, 194], "particles_to_particl": [12, 21, 25, 32, 155, 164, 178, 194], "setup_harmon": [12, 25], "everyth": [12, 21, 25, 32, 39, 169, 176, 192, 194], "dict": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 41, 42, 44, 50, 56, 57, 59, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 90, 99, 104, 119, 122, 139, 166, 169, 170, 171, 173, 174, 175, 176, 177, 178, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "controller_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 62, 63, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "level_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "restol": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "1e": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 90, 91, 92, 98, 99, 100, 102, 106, 107, 109, 110, 114, 115, 118, 119, 120, 124, 126, 139, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "sweeper_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 65, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "num_nod": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 65, 144, 145, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "initial_guess": [12, 16, 19, 21, 25, 26, 27, 32, 34, 144, 145, 171, 173, 186, 187, 190, 192, 193, 197, 198], "zero": [12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 48, 73, 99, 101, 124, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "problem_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "amp": [12, 25, 111], "step_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "maxit": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 76, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "50": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 127, 172, 178, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "hook_class": [12, 21, 25, 28, 32, 35, 171, 173, 174, 178, 190, 192, 193, 194, 198], "logger_level": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 65, 171, 172, 173, 174, 177, 178, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "fill": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 51, 122, 143, 144, 149, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "easi": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 169, 170, 171, 172, 173, 174, 176, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "hierarchi": [12, 21, 25, 28, 32, 35, 62, 63, 149, 170, 171, 172, 173, 174, 176, 178, 179, 185, 192, 193, 197], "space_transfer_class": [12, 16, 19, 21, 25, 26, 27, 32, 34, 38, 50, 156, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 194, 195, 196, 197, 198], "setup_henonheil": [12, 25], "run_simul": [12, 21, 25, 32, 172, 174, 186, 190, 193, 197, 198], "prob": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 107, 109, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "arg": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 48, 70, 90, 165, 166, 167, 168, 170, 182, 184, 185, 186, 191, 192, 196, 197], "str": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 41, 42, 45, 47, 51, 53, 54, 55, 57, 59, 65, 66, 69, 72, 73, 74, 75, 90, 94, 95, 96, 97, 108, 112, 113, 115, 124, 127, 139, 143, 149, 152, 175, 184, 185, 187, 194, 196, 197], "t0": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 62, 63, 108, 112, 113, 167, 168, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "tend": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 42, 62, 63, 67, 73, 78, 79, 167, 168, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "num_proc": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 62, 63, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "maxmeanit": [12, 25, 32], "elif": [12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 185, 190, 197, 198], "instanti": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 42, 48, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 165, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "finest": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 50, 62, 63, 66, 72, 73, 78, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "uinit": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "u_exact": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 140, 141, 166, 167, 168, 170, 171, 172, 173, 177, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "uend": [12, 16, 19, 21, 25, 28, 29, 30, 32, 34, 35, 46, 146, 147, 148, 149, 150, 152, 153, 154, 167, 168, 170, 171, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 190, 191, 192, 193, 194, 195, 196, 197, 198], "stat": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 44, 57, 59, 62, 63, 171, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 190, 192, 193, 194, 195, 196, 197, 198], "u0": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 50, 62, 63, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 111, 112, 113, 114, 118, 119, 120, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 167, 168, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "filter": [12, 16, 19, 21, 25, 27, 28, 29, 30, 32, 34, 35, 57, 172, 173, 174, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 195, 196, 197, 198], "iter_count": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 172, 180, 181, 182, 184, 185, 186, 187, 188, 190, 193, 195, 196, 197, 198], "niter": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 48, 170, 172, 177, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "sortbi": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 57, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "item": [12, 16, 19, 21, 25, 27, 28, 32, 34, 35, 57, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 190, 193, 194, 195, 196, 197, 198], "2f": [12, 16, 19, 21, 25, 28, 32, 35, 170, 172, 175, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "2i": [12, 16, 19, 21, 25, 28, 32, 35, 166, 168, 170, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 189, 191, 192, 193, 194, 195, 196, 197, 198], "mean": [12, 13, 14, 15, 16, 18, 19, 21, 25, 28, 32, 35, 72, 73, 79, 99, 101, 114, 124, 149, 180, 181, 185, 186, 187, 190, 195, 197, 198], "rang": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 99, 107, 124, 165, 166, 168, 175, 176, 179, 180, 181, 185, 186, 187, 190, 191, 194, 195, 197, 198], "ptp": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "max": [12, 16, 19, 21, 25, 28, 32, 35, 68, 90, 115, 166, 168, 180, 181, 185, 186, 187, 188, 191, 195, 197, 198], "min": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 176, 180, 181, 185, 186, 187, 188, 191, 194, 195, 197, 198], "int": [12, 16, 19, 21, 25, 28, 32, 35, 39, 42, 44, 45, 46, 47, 54, 58, 62, 66, 67, 73, 78, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 122, 124, 126, 127, 139, 140, 146, 149, 150, 175, 180, 181, 185, 186, 187, 194, 195, 197], "argmax": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "argmin": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "std": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "var": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "float": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 39, 41, 42, 46, 47, 48, 50, 53, 54, 66, 67, 70, 73, 78, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 180, 181, 182, 185, 186, 187, 195, 196, 197], "assert": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "fname": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 59, 166, 168, 171, 173, 182, 183, 184, 187, 188, 191, 192, 193, 196, 197, 198], "dat": [12, 16, 19, 21, 25, 32], "wb": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "close": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 66, 78, 139, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "isfil": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 188, 189, 191, 198], "show_result": [12, 16, 19, 21, 25, 32], "cwd": [12, 16, 19, 21, 25, 28, 32, 35, 184, 196], "rb": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "extract": [12, 21, 25, 32, 57], "extract_stat": [12, 21, 25, 32], "err_hamiltonian": [12, 21, 25, 32], "append": [12, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 58, 166, 168, 191], "mpl": [12, 16, 19, 21, 25, 28, 32, 35], "setup_mpl": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53], "newfig": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53], "textwidth": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 53], "238": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "96": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "89": [12, 21, 25, 28, 29, 30, 32, 35], "rearrang": [12, 21, 25, 32], "err_ham": [12, 21, 25, 32], "ham": [12, 21, 25, 32, 104, 111, 117, 121], "plt": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "semilogi": [12, 21, 25, 32], "lw": [12, 21, 25, 28, 29, 30, 32, 35], "label": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "7e": [12, 25], "08": [12, 16, 19, 25, 26, 27, 29, 30, 34, 35, 92, 102, 105, 124, 170, 171, 172, 173, 175, 177, 185, 186, 187, 190, 192, 193, 194, 197, 198], "larg": [12, 13, 18, 21, 25, 26, 27, 32, 33, 34, 78, 188, 189, 191, 198], "xlabel": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "ylabel": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "legend": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "loc": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "center": [12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 90, 91, 106, 115, 124, 139, 171, 173, 178, 181, 190, 192, 193, 194, 195, 198], "bbox_to_anchor": [12, 21, 25, 32], "_hamiltonian": [12, 25, 32], "savefig": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53, 166, 168, 191], "pdf": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 120, 166, 168, 191], "pgf": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "__name__": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "__main__": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "slightli": [12, 33, 119, 193, 194], "movement": 12, "planet": [12, 105, 121], "acceler": [12, 48, 65, 81, 85, 104, 105, 111, 117, 121, 122], "due": [12, 17, 18, 33, 194, 196, 197], "gravit": [12, 105, 121], "outersolarsystem": [12, 32, 87], "six": [12, 121], "outer": [12, 32, 35, 121], "sun": [12, 101, 105, 121], "mass": [12, 48, 105, 108, 111, 112, 121, 122, 127, 152, 185, 197], "inner": [12, 39, 165, 166, 191], "jupit": [12, 121], "saturn": [12, 121], "uranu": [12, 121], "neptun": [12, 121], "pluto": [12, 121], "fullsolarsystem": [12, 32, 87], "earth": [12, 105], "moon": [12, 105], "15": [12, 14, 26, 27, 34, 42, 65, 166, 173, 174, 176, 179, 181, 186, 189, 191, 193, 194, 195, 197, 198], "per": [12, 16, 19, 29, 30, 35, 54, 85, 139], "solar_system": [12, 32], "mpl_toolkit": [12, 32], "mplot3d": [12, 32], "axes3d": [12, 32], "full_solar_system": [12, 32, 87, 105], "outer_solar_system": [12, 32, 87, 105, 121], "setup_outer_solar_system": [12, 32], "spread": [12, 26, 27, 32, 34, 42, 62, 63, 67, 77, 78, 80, 171, 173, 192, 193], "sun_onli": [12, 32, 105, 121], "setup_full_solar_system": [12, 32], "10000": [12, 21, 32, 90, 115, 139, 171, 192], "1000": [12, 21, 32, 101, 103, 124], "19": [12, 32, 144, 180, 186, 195, 197], "_out": [12, 32], "txt": [12, 21, 26, 27, 28, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "w": [12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 38, 47, 100, 108, 113, 124, 127, 156, 165, 166, 167, 168, 169, 170, 172, 174, 175, 176, 178, 179, 180, 181, 182, 184, 188, 189, 191, 192, 193, 194, 195, 196, 198], "4e": [12, 16, 19, 26, 27, 28, 32, 34, 35, 167, 172, 186, 187, 190, 191, 193, 197, 198], "fig": [12, 32, 33], "figur": [12, 14, 17, 18, 28, 29, 30, 32, 35, 53, 166, 168, 191, 198], "ax": [12, 28, 32, 35, 166, 168, 191], "add_subplot": [12, 32], "111": [12, 32], "3d": [12, 32], "npart": [12, 21, 32, 104, 122, 173, 174, 178, 193, 194], "ndim": [12, 32, 90, 110, 115, 139, 190, 198], "nstep": [12, 21, 32, 180, 181, 190, 195, 198], "po": [12, 21, 32, 85, 122, 173, 193], "idx": [12, 21, 32], "enumer": [12, 21, 32], "wrong": [12, 16, 19, 32, 62, 63, 184, 196], "dimens": [12, 32, 54, 83, 85, 90, 92, 100, 110, 114, 115, 120, 124, 127, 139, 190, 194, 198], "_posit": [12, 32], "06": [12, 16, 19, 26, 27, 32, 34, 90, 115, 124, 144, 166, 170, 171, 172, 173, 174, 180, 186, 191, 192, 193, 195, 197], "74": [12, 32], "75": [12, 26, 27, 32, 34, 180, 181, 182, 183, 184, 188, 189, 190, 195, 196, 198], "56": [12, 21, 32], "18": [12, 26, 32, 34, 186, 189, 197, 198], "02": [12, 26, 27, 32, 34, 89, 100, 144, 173, 186, 193, 197], "37": [12, 32], "40": [12, 32, 75, 172, 186, 189, 193, 197, 198], "54": [12, 32], "famou": 12, "fput": [12, 21, 104], "fermipastaulamtsing": [12, 21, 87], "limit": [12, 17, 35, 66, 67, 70, 78, 79, 166, 168, 187, 191, 197], "until": [12, 17, 33, 65, 101, 170, 182, 192, 196], "refer": [12, 13, 14, 15, 16, 19, 38, 42, 48, 49, 72, 75, 78, 88, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 112, 113, 114, 120, 122, 123, 124, 127, 144, 156], "fermi_pasta_ulam_tsing": [12, 21, 87, 104], "hamiltonian_and_energy_output": [12, 21], "setup_fput": [12, 21], "12": [12, 21, 27, 28, 34, 35, 90, 91, 92, 98, 106, 110, 115, 118, 124, 139, 144, 166, 168, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "2048": [12, 21, 104], "alpha": [12, 21, 47, 99, 104, 122, 131, 137, 143], "energy_mod": [12, 21, 104], "reproduc": [12, 14, 21, 36], "scholarpedia": [12, 21, 104], "articl": [12, 21, 104, 105], "ulam_nonlinear_lattice_oscil": [12, 21, 104], "fput_out": [12, 21], "runtim": [12, 17, 21, 33, 70, 194], "timing_run": [12, 16, 19, 21, 172, 185, 186, 187, 190, 193, 197, 198], "took": [12, 21, 170, 190, 192, 198], "4f": [12, 16, 19, 21, 185, 186, 187, 190, 197, 198], "46": [12, 21], "6e": [12, 21, 165, 167, 169, 171, 177, 178, 191, 192, 194], "fput_hamiltonian": [12, 21], "energy_step": [12, 21], "mode": [12, 21, 72, 104], "th": [12, 21, 90, 99, 104, 105, 115, 121, 122], "fput_energi": [12, 21], "16": [12, 21, 26, 27, 34, 90, 114, 115, 139, 166, 168, 173, 174, 180, 181, 186, 189, 190, 191, 193, 195, 197, 198], "fput_posit": [12, 21], "83": [12, 21], "475": [12, 21], "42": [12, 21], "3383": [12, 21], "deal": [13, 167, 168, 184, 191, 192, 193, 194, 196], "dc": 13, "microgrid": 13, "techniqu": 13, "dynam": [13, 33, 99, 100, 102, 178, 194], "discontinu": [13, 99], "prove": [13, 18], "sign": [13, 99, 102, 127], "restart": [13, 18, 42, 44, 62, 63, 66, 67, 77, 78, 100, 172, 193], "occur": [13, 18, 102], "subinterv": [13, 99], "inher": 13, "restrict": [13, 38, 46, 49, 50, 58, 156, 157, 158, 159, 160, 161, 162, 163, 164, 185, 194, 197], "regard": 13, "consumpt": 13, "household": 13, "voltag": [13, 99, 101, 123], "smaller": [13, 14], "target": [13, 18, 42, 50, 62, 82, 84, 85, 86], "duti": [13, 101], "cycl": [13, 101], "typic": [13, 18, 102, 195], "behav": 13, "seen": [13, 15, 101, 106, 107, 194], "capacitor": [13, 99, 101, 123], "coil": 13, "settl": 13, "background": 13, "serv": [13, 99, 123], "transmiss": [13, 123], "transport": 13, "domain": [13, 18, 33, 88, 91, 94, 95, 96, 97, 100, 101, 106, 107, 124, 191], "illustr": [13, 99], "circuit": [13, 99], "guettel": 14, "klein": 14, "equidist": [14, 35, 39, 58], "barycentricinterpol": 14, "mybarycentricinterpol": 14, "blend": 14, "rest": [14, 91, 92, 192], "resolut": [14, 90, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 124, 127, 139, 194], "van": [14, 15, 126], "der": [14, 15, 126], "pol": [14, 15, 126], "vanderpol_refer": 14, "vari": [14, 65, 193, 196], "maximum": [14, 41, 66, 67, 68, 70, 91, 92, 98, 99, 100, 106, 107, 109, 114, 118, 119, 124, 126, 139, 140, 144, 145, 170, 192], "vanderpol_error_test": 14, "straightforward": [14, 192, 193, 198], "vanderpol_mlsdc_pfasst_test": 14, "20": [14, 28, 29, 30, 35, 166, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 185, 187, 191, 192, 193, 194, 195, 197], "bitflip": 15, "factor": [15, 18, 66, 71, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "radiat": 15, "conveni": [15, 46, 191], "latest": [15, 96, 97, 110], "strategi": [15, 35, 194, 198], "adjust": [15, 77, 79, 166, 168, 191], "product": [15, 35, 112, 158, 162, 191], "hot": [15, 66, 75], "rod": [15, 66, 75], "design": 15, "pure": 15, "detector": [15, 75], "soft": [15, 18, 75], "fault": [15, 18, 75], "tri": 15, "recov": 15, "lorenz": [15, 48, 87], "attractor": [15, 119], "thorough": [15, 191], "duplic": 15, "pilin": [15, 87], "electr": [15, 85, 122], "good": [15, 18, 195, 197], "sweep": [15, 18, 34, 36, 44, 46, 51, 62, 63, 66, 69, 72, 73, 75, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 170, 171, 173, 176, 192, 193, 194, 198], "last": [15, 42, 66, 72, 73, 74, 78, 80, 144, 145, 149, 151, 194, 195], "higher": [15, 47, 48, 73, 108, 112, 113, 127, 144, 165, 169, 177, 191, 192, 194], "embed": [15, 66, 68, 71, 72, 74, 76, 144], "extrapol": [15, 66, 74], "li": 15, "top": [15, 18, 119], "fewer": [15, 66, 194], "block": [15, 18, 26, 27, 34, 42, 44, 59, 62, 63, 66, 67, 72, 78, 82, 84, 85, 86, 185, 196, 197, 198], "seidel": [15, 18, 66, 72], "nake": 15, "ey": [15, 100, 167, 168, 191], "semi": [16, 19, 33, 72, 91, 92, 94, 95, 96, 97, 107, 109, 110, 113, 120, 124], "inexact": [16, 18, 19, 28, 35, 64, 65], "isdc": 16, "comparison": 16, "win": 16, "sdc_showdown": [16, 19], "sdc_timing_fish": [16, 19], "pickl": [16, 19, 28, 29, 30, 35], "generalizedfisher_1d_petsc": [16, 19, 87], "petsc_fisher_multiimplicit": [16, 19, 87, 107], "petsc_fisher_fullyimplicit": [16, 19, 87, 107], "petsc_fisher_semiimplicit": [16, 19, 87, 107], "generic_implicit": [16, 19, 26, 27, 28, 29, 34, 35, 142, 149, 169, 176, 177, 181, 182, 189, 190, 192, 194, 195, 196, 198], "imex_1st_ord": [16, 19, 142, 151, 152, 170, 171, 172, 179, 180, 185, 186, 187, 190, 192, 193, 195, 197, 198], "multi_implicit": [16, 19, 142], "setup_paramet": [16, 19], "relev": [16, 19, 42, 192, 193], "nsweep": [16, 19, 26, 27, 34, 146, 150, 171, 173, 186, 187, 190, 192, 193, 197, 198], "q1": [16, 19, 153], "lu": [16, 19, 26, 27, 28, 29, 34, 35, 169, 176, 177, 180, 181, 182, 186, 187, 189, 190, 192, 194, 195, 196, 197, 198], "q2": [16, 19, 153], "qi": [16, 19, 26, 27, 28, 29, 30, 34, 35, 144, 145, 148, 150, 169, 171, 173, 176, 177, 180, 181, 182, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "nu": [16, 19, 26, 27, 28, 29, 30, 34, 35, 89, 92, 94, 95, 106, 107, 112, 113, 114, 115, 127, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 185, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "nvar": [16, 19, 26, 27, 28, 29, 30, 34, 35, 88, 89, 90, 91, 92, 94, 95, 96, 97, 100, 106, 107, 109, 110, 115, 120, 124, 139, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "2049": [16, 19], "lambda0": [16, 19, 28, 29, 30, 35, 106, 107], "interv": [16, 19, 28, 29, 30, 35, 39, 45, 46, 73, 91, 106, 107, 122, 146, 147, 148, 149, 150, 151, 152, 153, 154, 167, 168, 170, 172, 191, 192, 193], "nlsol_tol": [16, 19, 107, 109], "nlsol_maxit": [16, 19, 107, 109], "lsol_tol": [16, 19, 107, 109], "lsol_maxit": [16, 19, 107, 109], "space_transfer_param": [16, 19, 26, 27, 34, 38, 49, 50, 156, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 194, 195, 196, 197, 198], "finter": [16, 19, 178, 185, 194, 197], "mesh_to_mesh_petsc_dmda": [16, 19, 155, 163, 187, 197], "run_sdc_vari": [16, 19], "bool": [16, 19, 39, 41, 42, 44, 46, 54, 57, 58, 65, 66, 67, 68, 69, 70, 73, 74, 75, 78, 91, 96, 97, 99, 102, 105, 106, 110, 118, 120, 121, 124, 126, 140, 149, 151, 182, 185, 186, 196, 197], "nor": [16, 19], "incomplet": [16, 19], "stuff": [16, 19, 42, 73], "uex": [16, 19, 26, 27, 28, 34, 35, 170, 171, 173, 177, 180, 181, 182, 184, 185, 186, 187, 188, 189, 192, 193, 194, 195, 196, 197, 198], "err": [16, 19, 28, 35, 165, 166, 167, 168, 169, 170, 171, 173, 180, 181, 182, 184, 185, 186, 187, 188, 191, 192, 193, 195, 196, 197, 198], "ab": [16, 19, 26, 28, 34, 35, 165, 166, 168, 170, 171, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "count": [16, 17, 19, 26, 27, 29, 30, 34, 35, 41, 42, 48, 91, 99, 102, 119, 122, 126, 140, 172, 181, 182, 184, 189, 192, 193, 194, 195, 196, 198], "snes_itercount": [16, 19, 109], "ksp_itercount": [16, 19, 114], "snes_ncal": [16, 19, 109], "ksp_ncall": [16, 19, 114], "sec": [16, 19, 185, 186, 187, 197], "pde": [16, 18, 19, 110, 187, 197], "2e": [16, 19, 165, 169, 171, 187, 191, 192, 197], "05": [16, 19, 27, 28, 34, 35, 100, 127, 170, 171, 172, 173, 174, 175, 182, 186, 188, 192, 193, 194, 196, 197, 198], "match": [16, 19, 75, 187, 197], "toler": [16, 19, 33, 48, 65, 66, 68, 69, 75, 76, 90, 91, 92, 98, 99, 100, 106, 107, 109, 114, 115, 118, 119, 124, 126, 139, 140, 185, 187, 193, 194, 197, 198], "pkl": [16, 19, 28, 29, 30, 35], "xcoord": [16, 19], "sorted_data": [16, 19], "revers": [16, 19, 168, 191], "tup": [16, 19, 184, 196], "height": [16, 19, 53], "bar": [16, 19], "xtick": [16, 19, 28, 35, 166, 168, 191], "rotat": [16, 19], "save": [16, 19, 28, 29, 30, 35, 46, 166, 168, 191], "beautifi": [16, 19, 28, 35, 166, 168, 191], "driver": [16, 19, 62, 63], "timings_sdc_variants_fish": [16, 19], "sdc_timing_grayscott": [16, 19], "grayscott_2d_petsc_period": [16, 19, 87], "petsc_grayscott_multiimplicit": [16, 19, 87, 109], "petsc_grayscott_fullyimplicit": [16, 19, 87, 109], "petsc_grayscott_semiimplicit": [16, 19, 87, 109], "dv": [16, 19, 108, 109, 110, 122], "01": [16, 19, 26, 28, 29, 30, 34, 35, 100, 101, 108, 110, 127, 144, 173, 174, 186, 193, 197], "09": [16, 19, 29, 30, 35, 108, 110, 119, 120, 126, 170, 171, 172, 173, 177, 181, 190, 192, 193, 194, 195, 198], "086": [16, 19, 108, 110], "128": [16, 19, 26, 27, 34, 91, 92, 94, 95, 96, 97, 112, 113, 124, 127, 181, 185, 186, 195, 197], "gs_refer": [16, 19], "viewer": [16, 19], "createbinari": [16, 19], "3e": [16, 19, 26, 34, 174, 193], "run_refer": [16, 19], "view": [16, 19, 72], "timings_sdc_variants_grayscott": [16, 19], "heat": [17, 29, 30, 34, 35, 112, 113, 114, 115, 124, 139, 144, 180, 185, 190, 193, 194, 195, 197, 198], "advect": [17, 18, 26, 27, 29, 30, 34, 35, 88, 89, 90, 100, 139, 181, 190, 198], "stiff": [17, 26, 27, 33, 34, 35, 48, 126, 127, 195], "conv_test_to0": 17, "conv_test_toinf": 17, "smoother": [17, 198], "eigenvalu": 17, "smoother_specrad_heatmap": 17, "heatmap": 17, "pfasst_conv_test": 17, "pfasst_conv_linf": 17, "diffus": [17, 26, 27, 34, 89, 94, 95, 96, 97, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 127, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "teh": [17, 156], "aim": 18, "whatev": [18, 42, 48, 65, 66, 67, 69, 73, 75, 77, 191, 192], "clemson": 18, "univers": [18, 104], "argonn": 18, "laboratori": 18, "forschungszentrum": 18, "juelich": 18, "umbrella": 18, "jlesc": 18, "web": [18, 107, 109, 114], "ampl": 18, "opportun": 18, "sebastian": 18, "goetschel": 18, "martin": 18, "weiser": 18, "hardwar": 18, "trend": 18, "memori": [18, 73], "bound": 18, "resourc": [18, 107, 109, 114], "perhap": 18, "wise": 18, "spent": 18, "access": [18, 49, 63, 158, 159, 160, 161, 162, 166, 168, 170, 191, 192, 193, 195], "interconnect": 18, "slower": 18, "pint": 18, "concurr": 18, "effici": [18, 66, 77], "ideal": 18, "candid": 18, "benefit": 18, "sum": [18, 35], "evalu": [18, 39, 47, 48, 51, 73, 88, 89, 91, 92, 94, 95, 96, 97, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 115, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 143, 146, 147, 148, 149, 150, 152, 153, 154, 194], "intermedi": [18, 73, 102], "substanti": 18, "random": [18, 94, 95], "decomposit": [18, 35], "allot": 18, "expens": [18, 194], "lossi": 18, "greater": [18, 99], "lossless": 18, "abl": 18, "afford": 18, "desir": [18, 66, 67, 72, 78], "earli": 18, "trigger": 18, "costli": [18, 194], "notic": [18, 66], "endless": 18, "progress": 18, "accordingli": [18, 77], "measur": [18, 193], "reduct": [18, 28, 35], "footprint": 18, "manag": [18, 46, 143], "underwood": 18, "sz3": 18, "compressor": 18, "docker": 18, "togeth": [18, 185, 192, 197], "immedi": [18, 72, 198], "decompress": 18, "everi": [18, 42, 65, 73, 74, 76, 77, 78], "captur": 18, "downsid": 18, "verifi": [18, 36], "stall": 18, "dash": 18, "repeat": 18, "showcas": 18, "suffer": 18, "establish": 18, "remain": [18, 191], "manner": 18, "benefici": 18, "fermi": [21, 104], "pasta": [21, 104], "ulam": [21, 104], "tsingou": [21, 104], "plotgmrescounter_boussinesq": [23, 33], "compare_to_matrixbas": [26, 34], "pathlib": [26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "advectionequation_nd_fd": [26, 27, 29, 30, 34, 35, 87, 181, 190, 195, 198], "advectionnd": [26, 27, 29, 30, 34, 35, 87, 90, 181, 190, 195, 198], "heatequation_nd_fd": [26, 27, 29, 30, 34, 35, 87, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 189, 190, 191, 192, 193, 194, 195, 196, 198], "heatnd_unforc": [26, 27, 29, 30, 34, 35, 87, 115, 165, 166, 167, 168, 169, 175, 176, 177, 182, 189, 191, 192, 194, 196, 198], "testequation_0d": [26, 27, 34, 87], "testequation0d": [26, 27, 34, 87, 125, 141], "transfermesh": [26, 27, 34, 155, 175, 176, 177, 179, 180, 181, 182, 189, 190, 194, 195, 196, 198], "mesh_to_mesh": [26, 27, 34, 155, 158, 162, 175, 176, 177, 179, 180, 181, 182, 189, 190, 194, 195, 196, 198], "transfermesh_nocoars": [26, 27, 34, 155, 190, 198], "mesh_to_mesh_nocoars": [26, 27, 34], "controller_matrix_nonmpi": [26, 27, 34], "diffusion_setup": [26, 27, 34], "par": [26, 27, 34, 37, 42], "trick": [26, 34, 35, 91, 122, 180, 186, 187, 190, 195, 197, 198], "activ": [26, 34, 62, 63, 65, 67, 73, 78, 171, 173, 180, 182, 186, 187, 190, 192, 193, 195, 196, 197, 198], "coeffici": [26, 27, 34, 47, 73, 89, 99, 101, 112, 113, 114, 115, 118, 123, 127, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "freq": [26, 27, 29, 30, 34, 35, 89, 90, 114, 115, 139, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "frequenc": [26, 27, 34, 90, 100, 101, 114, 115, 139, 165, 166, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "127": [26, 27, 34, 91, 106, 110], "63": [26, 29, 30, 34, 35, 182, 189, 196, 198], "degre": [26, 27, 29, 30, 34, 35, 54, 88, 106, 108, 109, 110, 112, 113, 127, 139, 141, 165, 167, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 191, 192, 193, 194, 195, 196, 197], "freedom": [26, 27, 29, 30, 34, 35, 54, 88, 106, 108, 109, 110, 112, 113, 127, 139, 165, 167, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 191, 192, 193, 194, 195, 196, 197], "bc": [26, 27, 29, 30, 34, 35, 54, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 109, 110, 112, 113, 114, 115, 118, 119, 120, 123, 124, 125, 126, 139, 140, 141, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 189, 190, 191, 192, 193, 194, 195, 196, 198], "dirichlet": [26, 27, 29, 30, 34, 35, 90, 91, 100, 108, 112, 113, 114, 115, 139, 158, 162, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 189, 191, 192, 193, 194, 195, 196, 198], "boundari": [26, 27, 29, 30, 34, 35, 39, 54, 58, 89, 90, 91, 92, 94, 95, 96, 97, 100, 107, 108, 109, 112, 113, 114, 115, 120, 124, 127, 139, 158, 159, 160, 161, 162, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 189, 190, 191, 192, 193, 194, 195, 196, 198], "rorder": [26, 27, 34, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 194, 195, 196, 197, 198], "iorder": [26, 27, 34, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 194, 195, 196, 197, 198], "all_to_don": [26, 34, 171, 173, 182, 192, 193, 196], "advection_setup": [26, 27, 34], "64": [26, 27, 29, 30, 34, 35, 97, 181, 185, 190, 195, 197, 198], "stencil_typ": [26, 27, 29, 30, 34, 35, 54, 90, 115, 124, 139, 171, 181, 190, 192, 195, 198], "testequation_setup": [26, 34], "1j": [26, 27, 34], "whole": [26, 27, 34, 186, 192, 193, 197], "ilim_left": [26, 27, 34], "ilim_right": [26, 27, 34], "rlim_left": [26, 27, 34], "rlim_right": [26, 27, 34], "ilam": [26, 27, 34], "logspac": [26, 27, 34], "rlam": [26, 27, 34], "rl": [26, 27, 34, 101, 123], "il": [26, 27, 34], "propag": [26, 27, 33, 124], "compare_control": [26, 27, 34], "handler": [26, 27, 34], "testequ": [26, 27, 34], "valueerror": [26, 27, 34], "vali": [26, 27, 34], "nwork": [26, 27, 34], "controller_mat": [26, 34], "controller_nomat": [26, 34], "uend_mat": [26, 27, 34], "stats_mat": [26, 27, 34], "uend_nomat": [26, 34], "stats_nomat": [26, 34], "err_mat": [26, 34], "err_nomat": [26, 34], "mat": [26, 27, 34, 107, 109], "nomat": [26, 34], "convert": [26, 34, 101, 172, 174, 178, 189, 193, 194, 198], "iter_counts_mat": [26, 27, 34], "iter_counts_nomat": [26, 34], "par_list": [26, 27, 34], "1e02": [26, 27, 34], "mkdir": [26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "parent": [26, 27, 34, 44, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "exist_ok": [26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "comparison_matrix_vs_nomat_detail": [26, 34], "0e": [26, 27, 34, 185, 197], "0681e": [26, 34], "07": [26, 34, 170, 171, 172, 173, 178, 182, 183, 184, 186, 189, 190, 192, 193, 194, 196, 197, 198], "7145e": [26, 34], "0169e": [26, 34], "04": [26, 34, 91, 92, 94, 95, 96, 97, 165, 167, 169, 170, 171, 172, 173, 180, 181, 186, 187, 191, 192, 193, 195, 197], "5511e": [26, 34, 190, 198], "00": [26, 27, 28, 34, 35, 173, 178, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "8573e": [26, 34], "0862e": [26, 34], "9363e": [26, 34], "5543e": [26, 34], "2887e": [26, 34], "0017e": [26, 34], "21": [26, 34, 181, 195], "0000e": [26, 27, 34, 190, 198], "6242e": [26, 34], "17": [26, 27, 34, 35, 181, 186, 195, 197], "7992e": [26, 34], "8858e": [26, 34], "compare_to_propag": [27, 34], "scalar_equation_setup": [27, 34], "equal": [27, 34, 73, 99, 107, 109, 114], "prescrib": [27, 33, 34, 192], "prop": [27, 34], "build_propagation_matrix": [27, 34], "err_prop_ex": [27, 34], "linalg": [27, 34, 167, 168, 173, 191, 193], "norm": [27, 33, 34, 70, 167, 168, 173, 191, 193], "err_mat_ex": [27, 34], "err_mat_prop": [27, 34], "comparison_matrix_vs_propagator_detail": [27, 34], "2542e": [27, 34], "5239e": [27, 34], "6141e": [27, 34], "03": [27, 28, 34, 35, 124, 170, 171, 172, 173, 178, 186, 192, 193, 194, 197], "3801e": [27, 34], "6858e": [27, 34], "0840e": [27, 34], "3515e": [27, 34], "1204e": [27, 34], "6312e": [27, 34], "8912e": [27, 34], "22": [27, 34, 139], "9428e": [27, 34], "0384e": [27, 34], "9429e": [27, 34], "parallelsdc": [28, 29, 30, 35], "nonlinear_playground": [28, 35], "generalizedfisher_1d_fd_implicit_jac": [28, 35], "generalized_fisher_jac": [28, 35], "linearized_implicit_fixed_parallel": [28, 35], "linearized_implicit_fixed_parallel_prec": [28, 35], "linearized_implicit_parallel": [28, 35], "option": [28, 35, 45, 66, 72, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 123, 124, 125, 126, 127, 139, 140, 198], "255": [28, 35, 177, 180, 194, 195], "newton_maxit": [28, 29, 30, 35, 91, 92, 98, 99, 102, 106, 110, 118, 119, 124, 126, 140, 190, 198], "newton_tol": [28, 29, 30, 35, 76, 91, 92, 98, 99, 102, 106, 110, 118, 119, 124, 126, 140, 190, 198], "fixed_time_in_jacobian": [28, 35], "sweeper_list": [28, 35], "parallelsdc_nonlinear_out": [28, 35], "686e": [28, 35], "xvalu": [28, 29, 30, 35, 89, 91, 92, 94, 95, 104, 139, 165, 166, 191], "later": [28, 29, 30, 35, 166, 191, 192, 193], "parallelsdc_results_graph": [28, 35], "plot_graph": [28, 35], "338": [28, 35], "xlim": [28, 35, 166, 168, 191], "ylim": [28, 29, 30, 35, 166, 168, 191], "markeredgecolor": [28, 29, 30, 35], "ncol": [28, 29, 30, 35, 166, 168, 191], "parallelsdc_fish": [28, 35], "newton_vs_sdc": [28, 35], "errreductionhook": [28, 35], "err_reduction_hook": [28, 35], "2047": [28, 35], "dt_list": [28, 35, 168, 191], "error_reduct": [28, 35], "error_pr": [28, 35], "error_pre_iter": [28, 35], "error_post": [28, 35], "error_post_iter": [28, 35], "rate": [28, 33, 35, 108, 109, 110], "error_reduction_data": [28, 35], "color_list": [28, 29, 30, 35], "red": [28, 35], "blue": [28, 35], "green": [28, 35], "marker_list": [28, 29, 30, 35], "label_list": [28, 35], "newton": [28, 76, 91, 92, 98, 99, 102, 105, 106, 107, 109, 110, 118, 119, 120, 121, 124, 126, 140], "zip": [28, 29, 30, 35, 189, 190, 198], "loglog": [28, 35, 166, 168, 191], "quadrat": [28, 35, 104], "set_xtick": [28, 35], "gca": [28, 35], "invert_xaxi": [28, 35], "1e0": [28, 35], "parallelsdc_fisher_newton": [28, 35], "preconditioner_playground": [29, 35], "namedtupl": [29, 30, 35, 44, 166, 168, 175, 191, 194], "generalizedfisher_1d_fd_implicit": [29, 30, 35, 87], "generalized_fish": [29, 30, 35, 87, 106], "van_der_pol_implicit": [29, 30, 35, 87], "vanderpol": [29, 30, 35, 87, 126], "id": [29, 30, 35, 88, 90, 100, 109, 114, 115, 124, 139, 166, 168, 175, 191, 194], "qd_type": [29, 30, 35, 51], "qd_list": [29, 30, 35], "ie": [29, 35, 171, 173, 181, 185, 192, 193, 195, 197], "iepar": [29, 30, 35], "qpar": [29, 30, 35], "min3": [29, 30, 35], "min_gt": [29, 30, 35], "setup_list": [29, 30, 35], "fisher": [29, 30, 35, 106, 107], "param_list": [29, 30, 35], "decid": [29, 30, 35, 73, 77, 99, 197], "mu": [29, 30, 35, 111, 126, 146], "exit": [29, 30, 35], "parallelsdc_iterations_precond": [29, 35], "plot_iter": [29, 30, 35], "qd_type_list": [29, 30, 35], "isinst": [29, 30, 35], "precondition": [29, 30, 72, 144, 145, 149, 181, 195], "five": [29, 35], "qd": [29, 30, 35], "semilogx": [29, 30, 35], "linestyl": [29, 30, 35], "lambda_0": [29, 30, 35, 106, 107], "60": [29, 30, 35, 172, 185, 186, 193, 197], "parallelsdc_preconditioner_": [29, 35], "preconditioner_playground_mpi": [30, 35], "generic_implicit_mpi": [30, 35, 142], "basetransfer_mpi": [30, 35], "base_transfer_mpi": [30, 35], "comm": [30, 35, 42, 57, 62, 67, 68, 70, 78, 82, 84, 85, 86, 96, 97, 107, 109, 110, 114, 120, 149, 184, 186, 187, 196, 197], "get_siz": [30, 35, 184, 187, 196, 197], "base_transfer_class": [30, 35, 50, 194], "get_rank": [30, 35, 184, 186, 187, 196, 197], "parallelsdc_iterations_precond_mpi": [30, 35], "parallelsdc_preconditioner_mpi_": [30, 35], "comm_world": [30, 35, 96, 107, 109, 110, 114, 120, 184, 186, 187, 196, 197], "solar": [32, 105, 121], "explor": [33, 192, 198], "sisdc": 33, "rk": [33, 144, 145], "dirk": [33, 124, 128, 131, 132, 137], "v2": 33, "therefor": [33, 105, 121, 192, 193, 195], "omit": [33, 194], "fwsw": 33, "suffici": [33, 66, 124], "reach": [33, 79, 126, 170, 192, 198], "stabil": [33, 94, 95, 100, 198], "configur": [33, 55, 198], "dispers": 33, "versu": 33, "multiscal": 33, "gmre": [33, 90, 100, 120, 139, 190, 193, 198], "achiev": [33, 73, 193, 194, 196, 197], "twogrid": 34, "propagaton": 34, "composit": [34, 42, 78], "compactli": 34, "smooth": [34, 122, 173, 178, 193, 194], "coars": [34, 36, 38, 49, 50, 58, 62, 63, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 178, 185, 194, 197, 198], "allinclusive_matrix_nonmpi": 34, "concept": 34, "exploit": 34, "resembl": 34, "notat": [34, 119, 150, 196], "produc": [34, 35, 39, 47, 108, 109, 110, 188, 189, 194, 198], "anoth": [34, 92, 196, 198], "excit": 34, "goal": [35, 36], "robust": 35, "across": [35, 42, 59, 62, 63, 70, 71, 73, 149], "easiest": [35, 197], "far": [35, 66, 88, 89, 94, 95, 96, 97, 100, 103, 108, 110, 112, 113, 120, 127, 191, 194, 195, 196, 198], "triangular": [35, 144, 145, 148], "jacobi": [35, 66, 72, 107, 198], "minimz": 35, "minim": [35, 124], "map": 35, "aforement": 35, "indi": 35, "commerci": 35, "aggreg": 35, "art": 35, "academ": 35, "subscript": 35, "plan": [35, 159], "lamdt": 35, "imaginari": 35, "surprisingli": 35, "symmetri": 35, "kroneck": [35, 191], "naiv": 35, "decoupl": [35, 191], "incl": [35, 113], "nonetheless": 35, "jube": 36, "vampir": 36, "cube": 36, "cd": 36, "jsc": 36, "run_simple_forcing_benchmark": 36, "trace": 36, "manual": [36, 42], "instrument": 36, "region": 36, "primarili": 36, "xml": 36, "jube_run_pysdc_ac_spac": 36, "jube_run_pysdc_ac_spacetim": 36, "run_pysdc_ac": 36, "tmpl": 36, "stand": 36, "alon": 36, "run_pysdc_ac_scorep": 36, "howto": 36, "basetransf": [37, 197], "base_transf": [37, 38, 50, 156, 158, 159, 160, 161, 162, 194], "collbas": [37, 39, 51, 167, 168, 171, 173, 191, 192, 193], "registerparam": [37, 40, 48], "convergencecontrol": [37, 41, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80], "collocationerror": [37, 43], "communicationerror": [37, 43], "controllererror": [37, 43], "convergenceerror": [37, 43, 70], "dataerror": [37, 43], "readonlyerror": [37, 43], "transfererror": [37, 43], "unlockerror": [37, 43], "entri": [37, 44, 57, 73, 144, 146, 150, 166, 168, 191, 193, 194], "nodeserror": [37, 47], "nodesgener": [37, 47], "workcount": [37, 48, 91, 99, 102, 126], "spacetransf": [37, 164], "space_transf": [37, 49, 50, 157, 158, 159, 160, 161, 162, 163, 164], "fine_level": [38, 50, 156], "coarse_level": [38, 50, 156], "base_transfer_param": [38, 50, 156, 178, 185, 194, 197], "logger": [38, 42, 44, 48, 49, 50, 51, 100, 156, 187, 197], "log": [38, 42, 48, 49, 50, 51, 62, 63, 102, 132, 136, 156, 166, 168, 191, 192, 193, 198], "__par": [38, 46, 49, 50, 51, 156], "static": [38, 39, 68, 122], "get_transfer_matrix_q": 38, "f_node": 38, "c_node": 38, "quickli": [38, 185, 192, 197], "matric": [38, 146, 150, 167, 191], "lagrangian": 38, "nf": [38, 158, 160, 162], "nc": [38, 158, 160, 162], "prolong": [38, 49, 50, 62, 63, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "prolong_f": [38, 156], "reevalu": [38, 65, 156], "fa": [38, 46, 156], "tright": [39, 167, 168, 191], "kwarg": [39, 42, 44, 48, 56, 57, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 90, 115, 120, 141], "polynomi": [39, 45, 47, 73, 74, 141], "chebyshev": 39, "cann": 39, "equival": [39, 42], "equidistantinn": 39, "equidistantnoleft": 39, "collgausslegendr": 39, "collgausslobatto": 39, "collgaussradau_left": 39, "collgaussradau_right": 39, "qmat": [39, 167, 168, 191], "smat": 39, "delta_m": 39, "distanc": [39, 91, 92, 106, 114, 124], "right_is_nod": 39, "left_is_nod": 39, "util": [40, 42, 48, 57, 67], "_parnam": 40, "_parnamesreadonli": 40, "usempi": [41, 67, 72, 78], "abstract": [41, 42, 48, 49, 51, 66], "add_convergence_control": 41, "convergence_control": [41, 42, 190, 198], "allow_doubl": 41, "afterward": [41, 65], "add_hook": 41, "dump_setup": [41, 171, 173, 187, 192, 193, 197], "get_convergence_controllers_as_t": 41, "debug": [41, 42, 196], "track": 41, "getter": [41, 44, 46, 50, 82, 84], "return_stat": [41, 44], "setup_convergence_control": 41, "checkconverg": [41, 64, 68, 171, 173, 192, 193], "care": [41, 67, 73, 90, 144, 196], "criterion": [41, 66], "welcome_messag": [41, 171, 173, 192, 193], "plug": 42, "recv": [42, 62, 63, 85], "buffer": [42, 69, 72, 82, 84, 85], "intracomm": [42, 57, 67, 70, 78], "send": [42, 46, 62, 63, 82, 84, 85, 86], "dest": [42, 82, 84, 85, 86], "rank": [42, 51, 65, 67, 70, 73, 74, 78, 82, 84, 85, 86, 108, 112, 113, 127, 149, 184, 186, 187, 196, 197], "add_vari": 42, "allow_overwrit": 42, "frozen": 42, "destin": 42, "recurs": 42, "By": [42, 74, 78, 192, 196], "overwrit": [42, 65, 107, 109], "outsid": [42, 79], "hard": 42, "forgo": 42, "reset": [42, 44, 46, 53, 62, 63, 65, 66, 67, 69, 72, 170, 192, 193], "check_iteration_statu": [42, 68, 69], "check_paramet": [42, 65, 66, 69, 73, 74, 75], "assumpt": [42, 66, 69, 73, 75], "went": [42, 66, 69, 73, 75, 181, 195], "it_check": [42, 62, 63], "post_iteration_process": [42, 65, 66, 71, 72, 73, 74, 75, 76, 77, 80], "shortcut": [42, 58, 169, 170, 172, 192, 193], "determine_restart": [42, 66, 67, 75], "get_new_step_s": [42, 66, 79], "arbitrari": [42, 66, 83, 99], "criteria": [42, 68], "control_ord": [42, 66, 67], "integ": [42, 45, 99], "print_convergence_control": 42, "info": [42, 171, 173, 192, 193], "post_spread_process": [42, 65, 77, 80], "post_step_process": 42, "pre_iteration_process": [42, 71], "prepare_mpi_datatyp": 42, "prepare_mpi_logical_oper": 42, "logic": [42, 192], "prepare_next_block": [42, 67, 70, 73, 78], "reset_buffers_nonmpi": [42, 67, 69, 72], "imit": [42, 72], "replic": 42, "somebodi": 42, "sent": [42, 198], "reset_status_vari": [42, 65, 66, 67, 71, 72, 73, 74], "restart_block": [42, 62, 63, 66, 72], "reset_vari": 42, "suppli": [42, 44, 53, 57, 65, 69, 79, 99, 149], "overrid": [42, 54, 65, 66, 68, 77, 124], "scan": 42, "being": [42, 124, 174, 193], "prioriti": 42, "noth": [42, 63, 143, 149], "children": 42, "overload": 42, "child": [42, 67, 72, 73, 78], "setup_status_vari": [42, 65, 66, 67, 69, 71, 72, 73, 77], "frozenclass": [42, 46, 50, 52, 55], "status_variab": 42, "thrown": 43, "unlock": 43, "process_sweep": 44, "num_restart": 44, "alia": [44, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144], "post_step": 44, "level_numb": 44, "filer_recomput": 44, "__num_restart": 44, "__stat": 44, "identifi": [44, 62], "add_to_stat": [44, 62, 63], "metadata": [44, 57], "keyword": [44, 48, 57], "accord": [44, 144, 170, 192], "increment_stat": 44, "increment": [44, 48, 170, 192], "meta_data": 44, "post_comm": 44, "post_iter": 44, "post_predict": 44, "post_run": [44, 171, 173, 192, 193], "post_setup": 44, "post_sweep": [44, 171, 173, 192, 193], "pre_comm": 44, "pre_iter": 44, "pre_predict": 44, "pre_run": 44, "pre_setup": 44, "pre_step": 44, "pre_sweep": 44, "reset_stat": 44, "getintegrationmatrix": 45, "numquad": 45, "legendre_numpi": 45, "tau_": 45, "pair": [45, 144, 166, 168, 191], "legendre_scipi": 45, "fejer": 45, "internali": 45, "dft": 45, "waldvogel": 45, "2006": 45, "quadpi": 45, "nschloe": 45, "nico_schl\u00f6m": 45, "level_index": [46, 170, 192], "__statu": [46, 50], "dof": [46, 168, 175, 176, 190, 191, 194, 198], "uold": [46, 80], "fold": 46, "alloc": 46, "meta": [46, 191, 193], "referenc": [46, 50], "reset_level": 46, "reset_statu": 46, "tag": [46, 62, 82, 84, 85, 86], "Its": [47, 118], "book": [47, 145], "gautschi": 47, "evalorthogpoli": 47, "beta": [47, 66, 104, 119, 143], "orthogon": 47, "recurr": 47, "pi": [47, 89, 90, 94, 95, 101, 112, 113, 114, 115, 123, 165, 166, 175, 191, 194], "oder": 47, "getnod": 47, "locat": 47, "getorthogpolycoeffici": 47, "num_coeff": 47, "gettridiagcoeffici": 47, "tridiagon": 47, "decrement": 48, "essenti": 48, "apply_mass_matrix": [48, 112], "generate_scipy_reference_solut": 48, "eval_rh": 48, "u_init": [48, 92, 94, 102, 111, 119, 122, 123, 124, 125, 126, 141, 173, 174, 178, 193, 194], "t_init": [48, 92, 94, 102, 119, 123, 124, 125, 126, 141], "solve_ivp": 48, "dimension": [48, 58, 88, 89, 91, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120], "reshap": 48, "bdf": 48, "jac": 48, "signatur": 48, "classmethod": [48, 67, 72, 78, 139, 144], "get_default_sweeper_class": [48, 139], "fine_prob": [49, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "coarse_prob": [49, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "bundl": [50, 195], "hidden": [50, 192], "setter": [50, 102], "connect_level": 50, "coupl": [50, 191, 197], "init_step": 50, "prev": 50, "reset_step": 50, "corresp": 50, "wrapper": [50, 55, 62, 197], "stepper": 50, "coll": [51, 167, 168, 176, 191, 194], "compute_end_point": [51, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 170, 192], "compute_residu": [51, 143, 149, 152, 170, 192], "belong": [51, 56, 72, 143, 149, 152, 194], "get_qdelta_explicit": 51, "get_qdelta_implicit": 51, "predict": [51, 62, 63, 77, 143, 144, 149, 170, 192, 194], "update_nod": [51, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 170, 192], "figsiz": [52, 53, 166, 168, 191], "figsize_by_journ": [52, 53], "problem_help": 52, "get_1d_grid": [52, 54], "get_finite_difference_matrix": [52, 54], "get_finite_difference_stencil": [52, 54], "get_step": [52, 54], "pysdc_help": 52, "setup_help": 52, "generate_descript": [52, 56], "get_list_of_typ": [52, 57, 172, 193], "sort_stat": [52, 57, 172, 193], "transfer_help": 52, "border_pad": [52, 58], "continue_periodic_arrai": [52, 58], "interpolation_matrix_1d": [52, 58], "next_neighbor": [52, 58], "next_neighbors_period": [52, 58], "restriction_matrix_1d": [52, 58], "visualization_tool": [52, 188, 189, 198], "show_residual_across_simul": [52, 59, 188, 189, 198], "ratio": [53, 71, 122, 124], "textwdith": 53, "width": [53, 54, 94, 95, 96, 97, 101, 107, 109], "rel": [53, 66, 67, 105, 167, 168, 178, 191, 194], "journal": [53, 110, 120, 122], "text": [53, 65, 100], "rescal": 53, "fit": [53, 144, 145], "6180339887": 53, "filenam": [53, 59, 182, 196], "save_pdf": 53, "save_pgf": 53, "save_png": 53, "font_siz": 53, "left_boundari": 54, "right_boundari": 54, "finit": [54, 73, 90, 91, 92, 106, 108, 112, 113, 114, 115, 124, 127, 139, 191, 197], "dim": [54, 138, 158, 160, 162], "bc_param": 54, "fd": [54, 90, 91, 92, 106, 114, 115, 124, 139, 165, 166, 190, 191, 198], "stencil": [54, 90, 107, 115, 124, 139, 191], "spars": [54, 88, 90, 100, 106, 115, 124, 125, 139, 167, 168, 191], "taylor": [54, 73], "expans": [54, 73], "offset": [54, 82, 84, 85], "element": [54, 108, 112, 113, 124, 127, 191, 197], "freez": 55, "__isfrozen": 55, "wish": 55, "recomput": [57, 73], "raw": 57, "anyth": [57, 66], "transform": [57, 89, 94, 95, 96, 97, 100, 110, 120, 159, 194], "pad_typ": 58, "mirror": 58, "pad": 58, "emb": 58, "npdarrai": 58, "arr": 58, "nn": [58, 139], "neighbor": 58, "fine_grid": 58, "coarse_grid": 58, "equidist_nest": 58, "contruct": 58, "nest": 58, "spr": 58, "csc_matrix": [58, 88, 100, 125], "submodul": 60, "convergence_controller_class": [60, 190, 198], "mg": [62, 63], "check_iteration_estim": [62, 64, 190, 198], "catch": [62, 63], "termin": [62, 63, 68, 91, 92, 98, 100, 106, 107, 109, 114, 118, 119, 124, 126, 140], "it_coars": [62, 63], "it_down": [62, 63], "coarsest": [62, 63, 187, 197], "it_fin": [62, 63, 171, 173, 192, 193], "it_up": [62, 63], "talk": [62, 63], "realli": [62, 141, 171, 173, 192, 193, 197], "me": [62, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 140, 141], "recv_ful": [62, 63], "bookkeep": [62, 63], "record": [62, 63, 65, 72], "mssdc": [62, 63, 72, 189, 198], "send_ful": [62, 63], "wait_with_interrupt": 62, "interrupt": [62, 198], "local_ms_run": 63, "local_ms_act": 63, "active_slot": 63, "adaptive_colloc": 64, "adaptivecolloc": [64, 65, 72], "adaptivitybas": [64, 66], "adaptivitycolloc": [64, 66], "adaptivityextrapolationwithinq": [64, 66], "adaptivityforconvergedcollocationproblem": [64, 66], "adaptivitypolynomialerror": [64, 66], "adaptivityrk": [64, 66], "adaptivityresidu": [64, 66], "basic_restart": 64, "basicrestart": [64, 67], "basicrestartingmpi": [64, 67], "basicrestartingnonmpi": [64, 67, 171, 173, 192, 193], "check_converg": 64, "checkiterationestimatornonmpi": [64, 69, 190, 198], "crash": 64, "crashbas": [64, 70], "stopatmaxruntim": [64, 70], "stopatnan": [64, 70], "estimate_contraction_factor": 64, "estimatecontractionfactor": [64, 71], "estimate_embedded_error": 64, "estimateembeddederror": [64, 72], "estimateembeddederrorcolloc": [64, 66, 72], "estimateembeddederrorlinearizedmpi": [64, 72], "estimateembeddederrorlinearizednonmpi": [64, 72], "estimate_extrapolation_error": 64, "estimateextrapolationerrorbas": [64, 73], "estimateextrapolationerrornonmpi": [64, 73], "estimateextrapolationerrorwithinq": [64, 73], "estimate_polynomial_error": 64, "estimatepolynomialerror": [64, 74], "hotrod": 64, "newtoninexact": [64, 76], "interpolate_between_restart": 64, "interpolatebetweenrestart": [64, 77], "spread_step_s": 64, "spreadstepsizesblockwis": [64, 78], "spreadstepsizesblockwisempi": [64, 78], "spreadstepsizesblockwisenonmpi": [64, 78, 171, 173, 192, 193], "step_size_limit": 64, "stepsizelimit": [64, 79], "stepsizeslopelimit": [64, 79], "store_uold": 64, "storeuold": [64, 80], "underli": [65, 72], "ensur": [65, 196, 198], "soon": [65, 77], "length": [65, 99, 194], "feel": 65, "exactli": [65, 66, 195], "speedup": [65, 194], "ware": 65, "matmul": [65, 74], "entir": [65, 74, 124], "axb": [65, 74], "switch_sweep": 65, "yield": [66, 195, 196], "contract": [66, 71], "boost": 66, "boolean": [66, 78], "avoid_restart": 66, "unclear": 66, "get_local_error_estim": 66, "safeti": [66, 198], "compute_optimal_step_s": 66, "e_tol": 66, "e_est": 66, "preset": 66, "subtract": [66, 72, 144, 145], "get_converg": 66, "basic": [66, 67, 191, 192, 194, 195, 196, 198], "correl": 66, "emploi": 66, "simpler": [66, 194], "hit": 66, "threshold": [66, 70, 124, 198], "exce": [66, 70, 75, 124], "upper": [66, 79], "fall": [66, 70], "e_tol_low": 66, "absolut": 66, "halv": [66, 185, 194, 197], "max_restart": [66, 67], "reutrn": 66, "tell": 67, "anywai": 67, "95": [67, 171, 173, 175, 186, 192, 193, 194, 197], "lost": 67, "patienc": 67, "get_implement": [67, 72, 78], "retriev": [67, 72, 166, 168, 173, 191, 193], "cl": [67, 72, 78], "step_size_spread": 67, "communicate_converg": 68, "immit": 69, "storag": [69, 73, 99], "communicate_crash": 70, "exceed": 70, "max_runtim": 70, "nan": [70, 91, 106, 118, 126, 140], "thresh": 70, "doesn": [71, 73], "overwritten": [71, 149, 197], "reiniti": 71, "pretend": [72, 73], "accur": [72, 75, 144], "consecut": [72, 166, 168, 191, 198], "unless": [72, 147, 148, 149, 150, 152, 153], "estimate_embedded_error_seri": 72, "global": [72, 107], "haven": 72, "thought": 72, "error_embedded_estimate_colloc": 72, "adaptive_coll_param": 72, "averag": 72, "get_extrapolation_coeffici": 73, "t_eval": 73, "reflect": [73, 192], "elsewher": 73, "squar": 73, "amount": 73, "overhead": 73, "enough": [73, 143, 170, 171, 192], "prefactor": 73, "accumul": 73, "plu": [73, 175, 178, 194], "lte": 73, "use_adapt": 73, "dens": 73, "cheap": 73, "coeff": [73, 139], "store_valu": 73, "moment": 73, "get_extrapolated_error": 73, "get_extrapolated_solut": 73, "shouldn": 73, "no_storag": 73, "share": [73, 144], "That": [73, 74, 79], "cancel": 73, "matter": 73, "arriv": [73, 192], "sai": [74, 101], "2m": 74, "incorpor": 75, "lightweight": 75, "silent": 75, "corrupt": 75, "guhur": 75, "et": [75, 107, 109, 114], "al": [75, 107, 109, 114], "springer": [75, 100, 101, 108, 112, 113, 127, 145], "1007": [75, 100, 144, 145], "978": [75, 100, 145], "319": 75, "43659": 75, "3_47": 75, "throw": 75, "crucial": [75, 194], "gradual": 76, "refin": [76, 108, 112, 113, 114, 127, 185, 187, 197], "set_maxit": 76, "set_toler": 76, "lvl": 76, "tol": 76, "guess": [77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 198], "choos": [77, 124, 144, 145, 195], "thibaut": 77, "magic": [77, 190, 198], "overrul": 78, "get_step_from_which_to_spread": 78, "new_step": 78, "predecessor": 78, "dt_min": 79, "dt_max": 79, "slope": 79, "u_old": 80, "cupy_mesh": [81, 95], "comp2_cupy_mesh": [81, 82], "imex_cupy_mesh": [81, 82, 95], "fenics_mesh": [81, 108, 112, 113, 127], "rhs_fenics_mesh": [81, 83, 112, 113, 127], "comp2_mesh": [81, 84, 91, 92, 110], "imex_mesh": [81, 84, 88, 89, 91, 92, 94, 96, 97, 99, 100, 101, 103, 110, 115, 120, 123, 124, 141, 171, 192], "petsc_vec": [81, 107, 109, 114], "petsc_vec_comp2": [81, 86, 107, 109], "petsc_vec_imex": [81, 86, 107, 109, 114], "val": [82, 83, 84, 85, 86, 139], "comp1": [82, 84], "comp2": [82, 84], "stride": [82, 84, 85], "bcast": [82, 84, 86], "broadcast": [82, 84, 86], "irecv": [82, 84, 86], "isend": [82, 84, 85, 86], "forward": [82, 84, 85, 86, 143, 144, 145, 159, 198], "impl": [82, 83, 84, 86, 150, 151], "expl": [82, 83, 84, 86, 124, 150, 151], "_comm": 84, "magnet": [85, 122, 124], "elec": 85, "magn": 85, "veloc": [85, 88, 100, 104, 105, 111, 117, 121, 122, 127, 145, 146, 154], "vel": [85, 122], "acoustic_help": 87, "boussinesq_help": 87, "acousticadvection_1d_fd_imex": 87, "acoustic_1d_imex": [87, 88], "advectiondiffusionequation_1d_fft": 87, "advectiondiffusion1d_imex": [87, 89], "advectiondiffusion1d_implicit": [87, 89], "allencahn_1d_fd": 87, "allencahn_front_finel": [87, 91], "allencahn_front_fullyimplicit": [87, 91], "allencahn_front_semiimplicit": [87, 91], "allencahn_periodic_fullyimplicit": [87, 91], "allencahn_periodic_multiimplicit": [87, 91], "allencahn_periodic_semiimplicit": [87, 91], "allencahn_2d_fd": 87, "allencahn_fullyimplicit": [87, 92], "allencahn_multiimplicit": [87, 92], "allencahn_multiimplicit_v2": [87, 92], "allencahn_semiimplicit": [87, 92], "allencahn_semiimplicit_v2": [87, 92], "allencahn_2d_fd_gpu": 87, "allencahn_2d_fft": 87, "allencahn2d_imex": [87, 94, 95], "allencahn2d_imex_stab": [87, 94, 95], "allencahn_2d_fft_gpu": 87, "allencahn_imex": [87, 96], "allencahn_imex_timeforc": [87, 96], "allencahn_temp_imex": [87, 97], "auzinger_implicit": [87, 190, 198], "auzing": [87, 98, 190, 198], "battery_implicit": [87, 99], "battery_n_capacitor": [87, 99], "boussinesq_2d_fd_imex": 87, "boussinesq_2d_imex": [87, 100], "buckconvert": 87, "buck_convert": [87, 101], "discontinuoustestod": 87, "fastwaveslowwave_0d": 87, "swfw_scalar": [87, 103], "fisher_ful": [87, 107], "fisher_react": [87, 107], "grayscott_1d_fenics_implicit": 87, "fenics_grayscott": [87, 108], "gs_full": [87, 109], "gs_reaction": [87, 109], "grayscott_mpifft": 87, "grayscott_imex_diffus": [87, 110], "grayscott_imex_linear": [87, 110], "grayscott_mi_diffus": [87, 110], "grayscott_mi_linear": [87, 110], "heatequation_1d_fenics_matrix_forc": [87, 185, 197], "fenics_heat": [87, 112, 185, 197], "fenics_heat_mass": [87, 112, 185, 197], "heatequation_1d_fenics_weak_forc": [87, 185, 197], "fenics_heat_weak_fullyimplicit": [87, 113], "fenics_heat_weak_imex": [87, 113, 185, 197], "heatequation_2d_petsc_forc": [87, 187, 197], "heat2d_petsc_forc": [87, 114, 187, 197], "heatnd_forc": [87, 115, 170, 171, 172, 179, 180, 190, 192, 193, 195, 198], "heatequation_nd_fd_cupi": 87, "logisticequ": 87, "logistics_equ": [87, 118], "lorenzattractor": [87, 119], "nonlinearschroedinger_mpifft": [87, 186, 197], "nonlinearschroedinger_fully_implicit": [87, 120], "nonlinearschroedinger_imex": [87, 120, 186, 197], "penningtrap_3d": [87, 173, 174, 178, 193, 194], "penningtrap": [87, 122, 173, 174, 178, 193, 194], "quenchimex": [87, 124], "vorticityvelocity_2d_fenics_period": 87, "fenics_vortex_2d": [87, 127], "generic_nd_fd": 87, "genericndimfindiff": [87, 90, 115, 139], "nonlinear_ode_1": 87, "polynomial_test_problem": 87, "polynomial_testequ": [87, 141], "polynomial_testequation_imex": [87, 141], "cadv": 88, "order_adv": 88, "waveno": 88, "acoust": [88, 100], "partial": [88, 89, 90, 91, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 114, 115, 120, 127, 139], "c_": [88, 100, 134], "equiv": 88, "p_0": 88, "sound": 88, "ruprecht": [88, 103, 122, 150], "siam": [88, 103], "sci": [88, 103, 108, 109, 110, 124], "vol": [88, 103, 122], "38": [88, 103, 106, 107, 108, 109, 110, 182, 183, 184, 188, 189, 196, 198], "solve_system": [88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "cdot": [88, 91, 92, 99, 100, 101, 102, 103, 107, 108, 109, 112, 113, 114, 120, 122, 123, 124, 125, 127, 139], "abbrev": [88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "stepsiz": [88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "256": [89, 108, 109], "unforc": [89, 90, 115, 194], "treat": [89, 91, 92, 94, 95, 96, 97, 107, 109, 110, 112, 113, 124, 197], "wherea": [89, 108, 109, 110], "sin": [89, 90, 94, 95, 98, 112, 113, 114, 115, 165, 166, 175, 191, 194], "omega": [89, 108, 109, 110, 112, 113, 127], "exp": [89, 102, 103, 106, 107], "fourier": [89, 94, 95, 96, 97, 110, 120], "ddx": 89, "gradient": [89, 92], "lap": [89, 94, 95], "laplacian": [89, 91, 92, 94, 95, 120, 165, 166, 191], "512": [90, 115, 139], "lintol": [90, 115, 120, 124, 139, 171, 192], "linit": [90, 115, 120, 124, 139, 171, 190, 192, 198], "solver_typ": [90, 115, 139, 171, 190, 192, 198], "sigma": [90, 115, 119, 171, 192], "nd": [90, 115, 124, 139, 158, 162], "bf": [90, 92, 94, 95, 96, 97, 105, 115, 121], "x_i": [90, 92, 94, 95, 96, 97, 115], "coordin": [90, 96, 97, 110, 120], "central": [90, 114, 192], "cg": [90, 108, 112, 113, 115, 127, 139, 185, 190, 197, 198], "gaussian": [90, 115, 124], "grad": [90, 124], "csc": [90, 106, 115, 124, 139], "won": 90, "sol": [90, 113, 115, 139], "ep": [91, 92, 94, 95, 96, 97], "stop_at_nan": [91, 102, 106, 118, 119, 126, 140], "inhomogen": 91, "varepsilon": [91, 92, 94, 95, 96, 97], "2u": [91, 96, 97], "d_w": [91, 96, 97], "tanh": [91, 92, 94, 95, 96, 97], "vt": 91, "sqrt": [91, 92, 94, 95, 96, 97, 106, 107, 140], "finel": 91, "laplac": [91, 92, 96, 97, 106, 110, 114, 120], "diag": [91, 125], "uext": 91, "work_count": [91, 99, 102, 119, 122, 126], "counter": [91, 170, 192], "implicitli": [91, 92, 94, 95, 96, 97, 107, 109, 110, 113, 120, 124], "solve_system_1": [91, 92, 107, 109, 110], "solve_system_2": [91, 92, 107, 109, 110], "200": [92, 140, 171, 173, 192, 193], "lin_tol": 92, "lin_maxit": 92, "inexact_linear_ratio": [92, 124], "y_j": [92, 94, 95, 96, 97], "spdiag": 92, "newton_itercount": [92, 140], "lin_itercount": 92, "newton_ncal": [92, 140], "lin_ncal": 92, "conjug": 92, "ac": 92, "init_typ": [94, 95, 96, 97], "checker": [94, 95], "uniform": [94, 95], "tranform": [94, 95, 96, 97], "especi": 95, "cp": 95, "initialis": [96, 97], "ogrid": [96, 97], "k2": [96, 97, 120], "dy": [96, 97, 109, 114], "readthedoc": [96, 97, 110], "io": [96, 97, 110], "en": [96, 97, 105, 110], "tm": 97, "y_1": [98, 119], "y_2": [98, 119], "2_1": [98, 115], "2_2": 98, "co": [98, 112, 113, 114, 115, 119], "2140": 98, "camco": 98, "2015": [98, 108, 112, 113, 122, 127], "ncapacitor": 99, "v_ref": 99, "drain": 99, "h": [99, 100, 102, 117, 133, 134], "v_1": 99, "v_": [99, 101, 123], "ref": 99, "i_l": 99, "cr": 99, "r_": [99, 101, 123], "resist": [99, 101, 123], "resistor": [99, 101, 123], "capacit": [99, 101, 123], "ell": [99, 101, 123], "induct": [99, 101, 123], "inductor": [99, 101, 123], "c_n": 99, "nonhomogen": [99, 101, 123], "a_k": [99, 101, 113], "f_k": [99, 101], "n_": [99, 122], "switch_a": 99, "switch_f": 99, "t_switch": [99, 102], "nswitch": [99, 102], "count_switch": [99, 102], "insid": [99, 124], "pintsim": 99, "switch_estim": 99, "v_k": 99, "c_k": 99, "c_1": [99, 101, 123], "v_2": 99, "v_3": 99, "c_2": [99, 101, 123], "c_3": 99, "max_": 99, "satisfi": [99, 114, 185, 197], "geq": [99, 102], "get_problem_dict": 99, "coeffic": 99, "get_switching_info": [99, 102], "switch_detect": [99, 102], "m_guess": [99, 102], "state_funct": [99, 102], "u_adv": [100, 134], "nfreq": [100, 134], "x_bound": 100, "z_bound": 100, "order_upw": 100, "gmres_maxit": 100, "500": [100, 185, 197], "gmres_restart": 100, "gmres_tol_limit": 100, "boussinesq": 100, "z": [100, 106, 107, 122], "300": 100, "order_upwind": 100, "upwind": 100, "bc_hor": [100, 133, 134], "bc_ver": [100, 133, 134], "dimems": 100, "neumann": [100, 124, 139], "xx": 100, "zz": 100, "sp": [100, 167, 168, 191], "d_upwind": 100, "gmres_logg": 100, "durran": 100, "fluid": [100, 119], "appl": 100, "32": [100, 186, 190, 197, 198], "verlag": 100, "york": 100, "2010": 100, "4419": 100, "6412": 100, "fsw": 101, "c1": [101, 123], "001": 101, "rp": 101, "l1": 101, "c2": [101, 123], "buck": 101, "sw": 101, "f_": [101, 124], "roughli": 101, "percentag": 101, "bmod": 101, "i_": [101, 123], "l_1": 101, "puls": 101, "61": 101, "2012": [101, 108, 112, 113, 127], "gyselinck": 101, "marti": 101, "sabariego": 101, "devic": 101, "steadi": [101, 119], "regim": 101, "electromot": 101, "2013": 101, "approx": 102, "6094379": 102, "t_switch_exact": 102, "theorem": 102, "lambda_": 103, "lambda_f": 103, "gg": 103, "im": 103, "nversion": 103, "vibrat": 104, "spring": [104, 111, 146], "weak": [104, 108, 112, 113, 127, 185, 197], "fpu": 104, "cubic": 104, "u_j": 104, "2_": 104, "v_j": 104, "1955": 104, "lo": 104, "alamo": 104, "la": [104, 196], "1940": 104, "enrico": 104, "segr\u00e9": 104, "ed": 104, "chicago": 104, "press": 104, "1965": 104, "eval_hamiltonian": [104, 111, 117, 121], "eval_mode_energi": 104, "trajectori": [104, 105, 111, 117, 121, 122], "mutual": [105, 121], "influenc": [105, 121], "motion": [105, 119, 121, 122], "law": [105, 121], "m_i": [105, 121], "_i": [105, 121], "m_j": [105, 121], "_j": [105, 121], "gravitation": [105, 121], "m_1": [105, 121], "_1": [105, 121], "aanda": 105, "aa": 105, "2002": 105, "aa1405": 105, "wikipedia": [105, 145], "planetary_mass": 105, "values_from_the_de405_ephemeri": 105, "reaction": [106, 107, 108, 109, 110], "travel": [106, 107], "kolmogorov": [106, 107], "petrovskii": [106, 107], "piskunov": [106, 107], "mathbb": [106, 107, 122, 139], "lambda_1": [106, 107, 125], "feng": [106, 107], "chao": [106, 107], "soliton": [106, 107], "fractal": [106, 107], "481": [106, 107], "488": [106, 107], "2008": [106, 107], "urrent": 106, "da": [107, 109], "sne": [107, 109], "tempor": [107, 109, 120, 191], "q_": [107, 109, 122], "localx": [107, 109], "xe": 107, "mx": 107, "col": 107, "formfunct": [107, 109], "formjacobian": [107, 109], "same_nonzero_pattern": [107, 109], "sigma_1": 107, "ksp": [107, 109, 114], "satish": [107, 109, 114], "balai": [107, 109, 114], "lisandro": [107, 109, 110, 114, 120], "dalcin": [107, 109, 110, 114, 120], "rodrigo": [107, 109, 114], "paz": [107, 109, 114], "pablo": [107, 109, 114], "kler": [107, 109, 114], "alejandro": [107, 109, 114], "cosimo": [107, 109, 114], "water": [107, 109, 114], "2011": [107, 109, 114], "get_sys_mat": 107, "assembl": [107, 122, 166, 168, 174, 191, 193], "c_nvar": [108, 112, 113, 127, 185, 197], "famili": [108, 112, 113, 127, 185, 197], "substanc": [108, 109, 110], "decai": [108, 109, 110], "feed": [108, 109, 110], "d_u": [108, 109, 110], "d_v": [108, 109, 110], "multipli": 108, "u_t": [108, 112, 113], "v_t": 108, "trail": [108, 112, 113, 127], "galerkin": [108, 112, 113, 127], "synonym": [108, 112, 113, 127], "trial": [108, 112, 113, 127], "functionspac": [108, 112, 113, 127], "w1": 108, "w2": 108, "f1": 108, "tensor": [108, 112, 113, 127], "f2": 108, "autocatalyt": [108, 109, 110], "isotherm": [108, 109, 110], "stir": [108, 109, 110], "tank": [108, 109, 110], "reactor": [108, 109, 110], "isola": [108, 109, 110], "multist": [108, 109, 110], "chem": [108, 109, 110], "eng": [108, 109, 110], "1983": [108, 109, 110], "alna": [108, 112, 113, 127], "blechta": [108, 112, 113, 127], "hake": [108, 112, 113, 127], "johansson": [108, 112, 113, 127], "kehlet": [108, 112, 113, 127], "logg": [108, 112, 113, 127], "richardson": [108, 112, 113, 127], "ring": [108, 112, 113, 127], "rogn": [108, 112, 113, 127], "archiv": [108, 112, 113, 127], "mardal": [108, 112, 113, 127], "dolfin": [108, 112, 113, 127], "t_0": 108, "amat": 109, "pfft": [110, 120], "ku": 110, "kv": 110, "mikael": [110, 120], "mortensen": [110, 120], "david": [110, 120], "key": [110, 120], "multidimension": [110, 120], "chebfun": 110, "grayscott": 110, "kx": 111, "damp": 111, "amplitud": [111, 122], "nabla": [112, 113, 127], "dirichletbc": [112, 113], "df": 113, "nonlinearvariationalsolv": 113, "trialfunct": 113, "testfunct": 113, "cnvar": [114, 187, 197], "sol_tol": [114, 187, 197], "sol_maxit": 114, "2_n": 115, "x_1": 115, "x_n": 115, "k_i": 115, "h\u00e9non": 117, "logist": 118, "rho": [119, 127], "6666666666666665": 119, "99": [119, 120, 124, 175, 181, 186, 187, 188, 194, 195, 197, 198], "exhibit": 119, "chaotic": 119, "butterfli": 119, "convect": 119, "layer": 119, "bottom": 119, "surfac": 119, "kept": 119, "proport": 119, "third": [119, 143, 194], "distort": 119, "vertic": 119, "profil": 119, "1175": 119, "1520": 119, "0469": 119, "1963": 119, "020": 119, "0130": 119, "dnf": 119, "y_3": 119, "reynold": 119, "supercrit": 119, "provok": 119, "instabl": 119, "nfev": 119, "newton_krylov": 120, "krylov": 120, "283185307179586": 120, "parallelis": 120, "arxiv": 120, "nlin": 120, "0702010": 120, "000295912208286": 121, "omega_b": [122, 173, 174, 178, 193, 194], "omega_": [122, 173, 174, 178, 193, 194], "sig": [122, 173, 174, 178, 193, 194], "hat": 122, "e_": 122, "charg": 122, "x_": 122, "ext": 122, "epsilon": 122, "coulomb": 122, "die": 122, "glimmentladung": 122, "bei": 122, "niedrigem": 122, "druck": 122, "zwischen": 122, "koaxialen": 122, "zylindern": 122, "einem": 122, "axialen": 122, "magnetfeld": 122, "physica": 122, "1936": 122, "mathia": 122, "winkel": 122, "daniel": 122, "boris_solv": 122, "old_field": 122, "new_field": 122, "old_part": 122, "build_f": 122, "pepc": 122, "fast_interact": 122, "efield": 122, "get_interact": 122, "rpi": 123, "lpi": 123, "l_": 123, "cv": 124, "u_thresh": 124, "u_max": 124, "q_max": 124, "leak_rang": 124, "55": [124, 171, 173, 192, 193], "leak_typ": 124, "leak_transit": 124, "direct_solv": 124, "min_lintol": 124, "reference_sol_typ": 124, "cool": 124, "superconduct": 124, "leak": 124, "runawai": 124, "huge": 124, "destroi": 124, "cern": 124, "past": 124, "warrant": 124, "total": [124, 173, 178, 193, 194], "insul": 124, "volumetr": 124, "capac": 124, "thermal": 124, "power": 124, "densiti": 124, "exponenti": 124, "xv": 124, "thin": 124, "shell": 124, "schnaubelt": 124, "wozniak": 124, "sch\u00f6p": 124, "supercond": 124, "technol": 124, "36": 124, "044004": 124, "1088": 124, "1361": 124, "6668": 124, "acbeea": 124, "eval_f_non_linear": 124, "get_non_linear_jacobian": 124, "lambda_n": 125, "sequenc": [125, 126], "array_lik": [125, 126], "crash_at_maxit": 126, "vortic": 127, "w_t": 127, "buildfdmatrix": [128, 132], "getbcleft": [128, 129, 132, 135], "getbcright": [128, 129, 132, 135], "gethorizontaldx": [128, 129], "getmatrix": [128, 129, 132, 135], "buildwave1dmatrix": 128, "getwave1dadvectionmatrix": [128, 130], "getwave1dmatrix": [128, 130], "getwavebcleft": [128, 130], "getwavebcright": [128, 130], "standard_integr": [128, 132], "bdf2": [128, 131, 132, 137], "rk_imex": [128, 131, 132, 137], "trapezoid": [128, 131, 132, 137, 143, 146, 154], "bc_left": [129, 130, 135], "bc_right": [129, 130, 135], "firsttimestep": [131, 137], "timestep": [131, 137], "um1": [131, 137], "f_solv": [131, 137], "m_fast": 131, "m_slow": 131, "f_fast": [131, 137], "f_fast_solv": [131, 137], "f_slow": [131, 137], "build2dfdmatrix": 132, "get2dmatrix": [132, 133], "get2dmesh": [132, 133], "get2dupwindmatrix": [132, 133], "getbchorizont": [132, 133], "getbcvert": [132, 133], "buildboussinesq2dmatrix": 132, "getboussinesq2dmatrix": [132, 134], "getboussinesq2dupwindmatrix": [132, 134], "getboussinesqbchorizont": [132, 134], "getboussinesqbcvert": [132, 134], "getupwindmatrix": [132, 135], "helper_class": 132, "callback": [132, 136], "splitexplicit": [132, 137], "unflatten": 132, "x_b": 133, "z_b": 133, "dz": [133, 137], "getcount": 136, "getresidu": 136, "pparam": 137, "numsmalltimestep": 137, "rk3lin": 137, "fslow": 137, "dtau": 137, "verletlin": 137, "f_fastmom": 137, "f_fastther": 137, "uin": 138, "nx": 138, "nz": 138, "sat": 139, "feb": 139, "39": 139, "bcparam": 139, "mol": 139, "shift": 139, "neumann_bc_ord": 139, "5e": [140, 173, 182, 185, 189, 193, 196, 197, 198], "osti": 140, "gov": [140, 144], "servlet": 140, "purl": 140, "6111421": 140, "seed": 141, "26266": 141, "dummi": [141, 164], "indent": 141, "half": [141, 146, 154, 175, 194], "adamsbashforthexplicit1step": [142, 143], "adamsmoultonimplicit1step": [142, 143], "adamsmoultonimplicit2step": [142, 143], "backwardeul": [142, 143, 144], "cach": [142, 143], "runge_kutta": 142, "ark54": [142, 144], "ark548l2sa": [142, 144], "ark548l2saerk": [142, 144], "ark548l2saerk2": [142, 144], "ark548l2saesdirk": [142, 144], "ark548l2saesdirk2": [142, 144], "butchertableau": [142, 144, 145], "butchertableauembed": [142, 144], "cash_karp": [142, 144], "cranknicholson": [142, 144], "dirk43": [142, 144], "esdirk53": [142, 144], "explicitmidpointmethod": [142, 144], "forwardeul": [142, 144], "heun_eul": [142, 144], "implicitmidpointmethod": [142, 144], "rk4": [142, 144], "rungekutta": [142, 144, 145], "rungekuttaimex": [142, 144], "runge_kutta_nystrom": 142, "rkn": [142, 145], "rungekuttanystrom": [142, 145], "velocity_verlet": [142, 145], "boris_2nd_ord": [142, 173, 174, 178, 193, 194], "sweepermpi": [142, 149, 151], "imex_1st_order_mpi": 142, "imex_1st_order_mass": [142, 185, 197], "dress": 143, "08333333333333333": 143, "6666666666666666": 143, "4166666666666667": 143, "generate_starting_valu": 143, "almost": 143, "impress": 143, "belov": 143, "koelner": 143, "dom": 143, "num_step": 143, "oldest": 143, "bespok": 143, "provision": 143, "ark5": 144, "8l": 144, "sa": 144, "erk": 144, "esdirk": 144, "1016": 144, "s0168": 144, "9274": 144, "00138": 144, "butchertableauclass": 144, "butchertableauclass_explicit": 144, "get_update_ord": 144, "205": 144, "1025": 144, "04757042": 144, "07389944": 144, "08074895": 144, "29921812": 144, "46382067": 144, "04803878": 144, "14689238": 144, "11740333": 144, "22170197": 144, "00759375": 144, "1784573": 144, "01974675": 144, "22154535": 144, "03612492": 144, "54553377": 144, "09554859": 144, "3386928": 144, "14043176": 144, "07058771": 144, "76287525": 144, "matrix_explicit": 144, "41": [144, 186, 197], "17753521": 144, "08239438": 144, "12262308": 144, "07552741": 144, "29017765": 144, "24492577": 144, "61510341": 144, "40294452": 144, "35401238": 144, "4857009": 144, "031256": 144, "46413844": 144, "23046868": 144, "84460712": 144, "125": [144, 182, 187, 189, 190, 196, 197, 198], "674808": 144, "38943865": 144, "69220068": 144, "09466623": 144, "21115733": 144, "48853707": 144, "25992958": 144, "19815049": 144, "92": 144, "09957696": 144, "40716288": 144, "16014818": 144, "1442366": 144, "77956562": 144, "21723324": 144, "apnum": 144, "007": 144, "kennedi": 144, "carpent": 144, "newer": 144, "appar": 144, "22222222": 144, "26824595": 144, "05794559": 144, "0089384": 144, "04330529": 144, "03401389": 144, "25515937": 144, "13179599": 144, "03237673": 144, "12385474": 144, "14270778": 144, "30932282": 144, "68291993": 144, "05882276": 144, "04130861": 144, "89718343": 144, "17366254": 144, "25479166": 144, "24190177": 144, "30740486": 144, "19998305": 144, "44444444": 144, "11111111": 144, "64760301": 144, "09182987": 144, "03544857": 144, "012009": 144, "34252355": 144, "26767786": 144, "11056894": 144, "85638959": 144, "00977228": 144, "21070865": 144, "07592412": 144, "20765519": 144, "23548432": 144, "46686371": 144, "29035988": 144, "37840597": 144, "56345584": 144, "28832383": 144, "32884988": 144, "61439672": 144, "3174778": 144, "71215206": 144, "11498708": 144, "09139032": 144, "04049657": 144, "75871412": 144, "11526943": 144, "35675713": 144, "72": 144, "955": 144, "06272422": 144, "25523316": 144, "23902755": 144, "39907952": 144, "14315725": 144, "18709281": 144, "oppos": 144, "claim": 144, "stiffli": 144, "singli": 144, "gamma": 144, "2222222222222222": 144, "among": 144, "connoisseur": 144, "fifth": 144, "79505": 144, "79507": 144, "075": 144, "225": 144, "2037037": 144, "59259259": 144, "2962963": 144, "0294958": 144, "34179688": 144, "04159433": 144, "40034541": 144, "06176758": 144, "875": 144, "0978836": 144, "40257649": 144, "21043771": 144, "2891022": 144, "10217737": 144, "3839079": 144, "24459274": 144, "01932199": 144, "bf01934920": 144, "83333333": 144, "57692308": 144, "98148148": 144, "81481481": 144, "65958848": 144, "27699588": 144, "04925926": 144, "25641026": 144, "16666667": 144, "40666667": 144, "04619048": 144, "64285714": 144, "42666667": 144, "56333333": 144, "ntr": 144, "nasa": 144, "20160005923": 144, "27805384": 144, "31357496": 144, "43697244": 144, "09456105": 144, "13349473": 144, "05000194": 144, "22208425": 144, "09710432": 144, "03123381": 144, "06990092": 144, "89887281": 144, "61640883": 144, "12228335": 144, "5666084": 144, "69330188": 144, "55610768": 144, "02860124": 144, "44739556": 144, "70955276": 144, "11977427": 144, "38199341": 144, "99233927": 144, "24727121": 144, "Not": [144, 194], "fourth": 144, "everybodi": 144, "darl": 144, "33333333": 144, "success": [144, 145, 195], "realis": [144, 145], "q_delta": [144, 145], "butcher": [144, 145], "tableau": [144, 145], "wast": [144, 145], "flop": [144, 145], "tableaux": [144, 145], "substitut": [144, 145], "cheaper": [144, 145], "fundament": [144, 145], "collocation_class": [144, 145, 191], "get_butcher_tableau": 144, "get_q_matrix": 144, "get_full_f": [144, 145], "get_butcher_tableau_explicit": 144, "nystrom": 145, "link": 145, "540": 145, "78862": 145, "284": 145, "chapter": 145, "ii": 145, "attribu": 145, "butcher_tableau": 145, "funtion": 145, "de": 145, "algorithmu": 145, "sq": 146, "st": 146, "sx": 146, "get_scalar_problems_manysweep_mat": [146, 150], "friction": 146, "get_scalar_problems_picardsweep_mat": 146, "get_scalar_problems_sweeper_mat": [146, 150], "narrai": 146, "get_sweeper_mat": [146, 150], "qq": [146, 154], "qx": [146, 154], "qt": [146, 154], "qe": [147, 150, 171, 173, 192, 193], "do_full_upd": [147, 148, 149, 150, 152, 153], "administ": 149, "last_onli": [149, 151], "lambda_fast": 150, "lambda_slow": 150, "basetransfer_mass": 155, "base_transfer_mass": [155, 156], "transferfenicsmesh": [155, 185, 197], "mesh_to_mesh_fen": [155, 157, 185, 197], "transfermesh_fft": 155, "mesh_to_mesh_fft": [155, 159], "transfermesh_fft2d": 155, "mesh_to_mesh_fft2d": [155, 160], "transfermesh_mpifft": [155, 186, 197], "fft_to_fft": [155, 161, 186, 197], "transferpetscdmda": [155, 187, 197], "custon": [158, 160, 161, 162, 164], "rspace": [158, 160, 162], "pspace": [158, 160, 162], "irfft_object_fin": 159, "rfft_object_coars": 159, "pmesh": 161, "step_1": [165, 166, 167, 168, 169, 175, 191, 192, 194], "a_spatial_problem_setup": [165, 169, 191, 192], "1023": [165, 167, 169, 170, 171, 172, 177, 191, 192, 193, 194], "run_accuracy_check": [165, 166, 168, 169, 191, 192], "step_1_a_out": [165, 191], "sine": [165, 166, 191], "u_lap": [165, 166, 191], "981784e": [165, 169, 191, 192], "b_spatial_accuracy_check": [166, 175, 191, 194], "agg": [166, 168, 191], "pylab": [166, 168, 191], "nvars_list": [166, 168, 175, 191, 194], "get_accuracy_ord": [166, 168, 175, 191, 194], "step_1_b_out": [166, 191], "3f": [166, 168, 191], "plot_accuraci": [166, 168, 191], "step_1_accuracy_test_spac": [166, 191], "isclos": [166, 168, 190, 191, 198], "rtol": [166, 168, 191], "id_prev": [166, 168, 191], "prev_error": [166, 168, 191], "this_error": [166, 168, 191], "this_nvar": [166, 191], "old_nvar": [166, 191], "tmp": [166, 168, 191], "fontsiz": [166, 168, 191], "labels": [166, 168, 191], "titles": [166, 168, 191], "ytick": [166, 168, 191], "linewidth": [166, 168, 191], "rcparam": [166, 168, 191], "base_error": [166, 168, 191], "2nd": [166, 191], "order_guide_spac": [166, 168, 191], "min_err": [166, 168, 191], "1e99": [166, 168, 191], "max_err": [166, 168, 191], "0e00": [166, 168, 191], "err_list": [166, 168, 191], "markers": [166, 168, 191], "numpoint": [166, 168, 191], "bbox_inch": [166, 168, 191], "tight": [166, 168, 191], "888": [166, 191], "949": [166, 191], "976": [166, 191], "988": [166, 191], "994": [166, 191], "999": [166, 191], "c_collocation_problem_setup": [167, 191], "solve_collocation_problem": [167, 191], "step_1_c_out": [167, 191], "kron": [167, 168, 191], "u0_col": [167, 168, 191], "u_col": [167, 168, 191], "spsolv": [167, 168, 191], "inf": [167, 168, 173, 191, 193], "803471e": [167, 191], "d_collocation_accuracy_check": [168, 191], "16383": [168, 191], "step_1_d_out": [168, 191], "step_1_accuracy_test_col": [168, 191], "this_dt": [168, 191], "old_dt": [168, 191], "spacn": [168, 191], "5th": [168, 191], "791": [168, 191], "364": [168, 191], "662": [168, 191], "step_2": [169, 170, 171, 192], "a_step_data_structur": [169, 192], "step_2_a_out": [169, 192], "b_my_first_sweep": [170, 192], "run_imex_sdc": [170, 192], "8e": [170, 173, 174, 177, 178, 182, 184, 189, 192, 193, 194, 196, 198], "step_2_b_out": [170, 192], "endpoint": [170, 192], "11190756e": [170, 171, 192], "68442665e": [170, 171, 192], "80377586e": [170, 171, 192], "21707912e": [170, 171, 192], "38272106e": [170, 171, 192], "36444759e": [170, 171, 192], "68953978e": [170, 171, 192], "52597535e": [170, 171, 192], "07222841e": [170, 171, 192], "28029601e": [170, 171, 192], "19626442e": [170, 171, 192], "44777350e": [170, 171, 192], "c_using_pysdcs_frontend": [171, 192], "log_to_fil": [171, 173, 192, 193], "step_2_c_out": [171, 192], "51": [171, 173, 192, 193], "312": [171, 192], "146": [171, 173, 192, 193], "astonish": [171, 173, 192, 193], "87": [171, 173, 192, 193], "_____": [171, 173, 192, 193], "____": [171, 173, 192, 193], "___": [171, 173, 192, 193], "160": [171, 173, 192, 193], "overview": [171, 173, 192, 193], "313": [171, 192], "227": [171, 173, 192, 193], "default_hook": [171, 173, 192, 193], "defaulthook": [171, 192], "mssdc_jac": [171, 173, 189, 192, 193, 198], "predict_typ": [171, 173, 180, 181, 182, 186, 192, 193, 195, 196, 197], "use_iteration_estim": [171, 173, 192, 193], "dt_initi": [171, 173, 192, 193], "residual_typ": [171, 173, 192, 193], "full_ab": [171, 173, 192, 193], "ee": [171, 173, 192, 193], "do_coll_upd": [171, 173, 192, 193], "skip_residual_comput": [171, 173, 192, 193], "230": [171, 173, 192, 193], "232": [171, 173, 192, 193], "317": [171, 192], "170": [171, 173, 192, 193], "100000": [171, 192], "321": [171, 192], "325": [171, 192], "329": [171, 192], "333": [171, 192], "337": [171, 192], "341": [171, 192], "345": [171, 192], "349": [171, 192], "353": [171, 192], "357": [171, 192], "361": [171, 192], "366": [171, 192], "200000": [171, 192], "69984764e": [171, 192], "370": [171, 192], "05518433e": [171, 192], "374": [171, 192], "40642621e": [171, 192], "378": [171, 192], "85982060e": [171, 192], "381": [171, 192], "79216661e": [171, 192], "385": [171, 192], "12278814e": [171, 192], "389": [171, 192], "85496359e": [171, 192], "393": [171, 192], "78932922e": [171, 192], "397": [171, 192], "68191199e": [171, 192], "401": [171, 192], "26386991e": [171, 192], "405": [171, 192], "83635938e": [171, 192], "409": [171, 192], "91962522e": [171, 192], "410": [171, 192], "340": [171, 173, 192, 193], "166689e": [171, 192], "step_3": [172, 173, 174, 178, 193, 194], "a_getting_statist": [172, 193], "step_3_a_out": [172, 193], "residual_post_iter": [172, 193], "verbos": [172, 174, 193], "timing_setup": [172, 193], "timing_comm": [172, 193], "residual_post_sweep": [172, 193], "timing_sweep": [172, 193], "timing_iter": [172, 193], "timing_step": [172, 193], "residual_post_step": [172, 193], "_recomput": [172, 193], "1119e": [172, 193], "6844e": [172, 193], "8038e": [172, 193], "2171e": [172, 193], "3827e": [172, 193], "3644e": [172, 193], "6895e": [172, 193], "5260e": [172, 193], "0722e": [172, 193], "2803e": [172, 193], "1963e": [172, 193], "4478e": [172, 193], "70": [172, 186, 193, 197], "80": [172, 193], "b_adding_statist": [173, 193], "hookclass_particl": [173, 174, 178, 193, 194], "particle_hook": [173, 174, 178, 193, 194], "run_penning_trap_simul": [173, 178, 193, 194], "etot": [173, 174, 178, 193, 194], "base_energi": [173, 174, 178, 193, 194], "step_3_b_out": [173, 193], "10f": [173, 178, 193, 194], "797": [173, 193], "0625": [173, 181, 193, 195], "805": [173, 193], "000000": [173, 193], "53203678e": [173, 193], "812": [173, 193], "09852117e": [173, 193], "819": [173, 193], "50301513e": [173, 193], "826": [173, 193], "67724741e": [173, 193], "833": [173, 193], "95583202e": [173, 193], "840": [173, 193], "11405073e": [173, 193], "847": [173, 193], "26902403e": [173, 193], "854": [173, 193], "16534547e": [173, 193], "860": [173, 193], "66968007e": [173, 193], "867": [173, 193], "09407887e": [173, 193], "874": [173, 193], "17123386e": [173, 193], "877": [173, 193], "8799": [173, 193], "5000000000": [173, 193], "00000000e": [173, 178, 193, 194], "8785": [173, 193], "0038936088": [173, 193], "44961064e": [173, 193], "c_study_colloc": [174, 193], "stats_dict": [174, 193], "ediff": [174, 193], "step_3_c_out": [174, 193], "cclass": [174, 193], "final_energi": [174, 193], "ediff_expect": [174, 193], "qtype": [174, 193], "44960920e": [174, 193], "33862975e": [174, 193], "32710282e": [174, 193], "step_4": [175, 176, 177, 178, 194], "a_spatial_transfer_oper": [175, 194], "nvars_fin": [175, 194], "nvars_fine_list": [175, 194], "4i": [175, 176, 194], "pfine": [175, 194], "pcoars": [175, 194], "xvalues_fin": [175, 194], "uexact_fin": [175, 194], "xvalues_coars": [175, 194], "uexact_coars": [175, 194], "uinter": [175, 194], "step_4_a_out": [175, 194], "91": [175, 194], "35": [175, 194], "98": [175, 194], "62": [175, 182, 183, 184, 188, 189, 190, 194, 196, 198], "b_multilevel_hierarchi": [176, 194], "31": [176, 179, 182, 189, 194, 195, 196, 198], "step_4_b_out": [176, 194], "c_sdc_vs_mlsdc": [177, 194], "sweeper_params_sdc": [177, 194], "sweeper_params_mlsdc": [177, 194], "problem_params_sdc": [177, 194], "problem_params_mlsdc": [177, 194], "511": [177, 180, 194, 195], "description_sdc": [177, 194], "description_mlsdc": [177, 194], "controller_sdc": [177, 194], "controller_mlsdc": [177, 194], "uend_sdc": [177, 194], "stats_sdc": [177, 178, 194], "uend_mlsdc": [177, 194], "stats_mlsdc": [177, 178, 194], "niter_sdc": [177, 194], "niter_mlsdc": [177, 194], "err_sdc": [177, 194], "err_mlsdc": [177, 194], "step_4_c_out": [177, 194], "96227147e": [177, 194], "95404455e": [177, 194], "22691915e": [177, 194], "d_mlsdc_with_particl": [178, 194], "penningtrap_3d_coars": [178, 194], "penningtrap_coars": [178, 194], "time_sdc": [178, 194], "time_mlsdc": [178, 194], "stats_mlsdc_fint": [178, 194], "time_mlsdc_fint": [178, 194], "step_4_d_out": [178, 194], "8f": [178, 194], "energy_sdc": [178, 194], "energy_mlsdc": [178, 194], "energy_mlsdc_fint": [178, 194], "transfer_param": [178, 194], "start_tim": [178, 194], "perf_count": [178, 194], "end_tim": [178, 194], "80493993": [178, 194], "37323094": [178, 194], "18740526": [178, 194], "407936": [178, 194], "7556966486": [178, 194], "406977": [178, 194], "9425667246": [178, 194], "35039652e": [178, 194], "9425660004": [178, 194], "9428639794": [178, 194], "35039579e": [178, 194], "step_5": [179, 180, 181, 195], "a_multistep_multilevel_hierarchi": [179, 195], "step_5_a_out": [179, 195], "b_my_first_pfasst_run": [180, 195], "pfasst_burnin": [180, 181, 182, 195, 196], "num_proc_list": [180, 181, 182, 183, 195, 196], "log2": [180, 181, 195], "step_5_b_out": [180, 195], "3505e": [180, 195], "94": [180, 181, 195], "88": [180, 182, 183, 184, 188, 189, 195, 196, 198], "33": [180, 195], "43": [180, 181, 195], "c_advection_and_pfasst": [181, 195], "qi_list": [181, 195], "niters_min_al": [181, 195], "niters_max_al": [181, 195], "step_5_c_out": [181, 195], "1365e": [181, 195], "82": [181, 195], "93": [181, 195], "59": [181, 195], "44": [181, 195], "29": [181, 195], "27": [181, 195], "48": [181, 195], "step_6": [182, 183, 184, 188, 196, 198], "a_run_non_mpi_control": [182, 183, 184, 188, 196, 198], "multi_level": [182, 183, 196], "set_parameters_ml": [182, 184, 188, 196, 198], "set_parameters_sl": [182, 196], "1i": [182, 184, 188, 196, 198], "weird": [182, 184, 196], "errtol": [182, 190, 196, 198], "ask": [182, 196, 198], "step_6_a_sl_out": [182, 196], "step_6_a_ml_out": [182, 196], "87627033e": [182, 196], "87300679e": [182, 184, 196], "87272106e": [182, 184, 196], "87294206e": [182, 184, 196], "87290945e": [182, 183, 184, 196], "b_odd_temporal_distribut": [183, 196], "main_a": [183, 196], "odd": [183, 184], "step_6_b_out": [183, 184, 196], "87358935e": [183, 184, 196], "87358097e": [183, 184, 196], "87271747e": [183, 184, 196], "c_mpi_parallel": [184, 196], "playground_parallel": [184, 196], "subprocess": [184, 196], "del": [184, 196], "importerror": [184, 196], "my_env": [184, 196], "coverage_process_start": [184, 196], "num_procs_list": [184, 196], "step_6_c1_out": [184, 196], "cmd": [184, 196], "mpirun": [184, 186, 196, 197], "popen": [184, 196], "stdout": [184, 196], "pipe": [184, 196], "stderr": [184, 196], "readlin": [184, 196], "returncod": [184, 196], "step_6_c2_out": [184, 196], "sy": [184, 187, 196, 197], "iter_counts_list": [184, 196], "argv": [184, 187, 196, 197], "iter_counts_gath": [184, 196], "sublist": [184, 196], "step_7": [185, 186, 187, 197], "a_pysdc_with_fen": [185, 197], "ml": [185, 186, 190, 197, 198], "ugli": [185, 197], "problemclass": [185, 197], "invers": [185, 197], "run_vari": [185, 197], "mass_inv": [185, 197], "step_7_a_out": [185, 197], "NOT": [185, 197], "permut": [185, 197], "run_pfasst_vari": [185, 197], "038018928430278e": [185, 197], "6125": [185, 197], "037998750179539e": [185, 197], "2183": [185, 197], "0388218372050104e": [185, 197], "9891": [185, 197], "038030058561979e": [185, 197], "2539": [185, 197], "0380468789990663e": [185, 197], "8675": [185, 197], "038821713998089e": [185, 197], "4955": [185, 197], "9537709137400506e": [185, 197], "26": [185, 197], "6622": [185, 197], "b_pysdc_with_mpi4pyfft": [186, 197], "nl": [186, 197], "fine_onli": [186, 197], "step_7_b_out": [186, 197], "133e": [186, 197], "maxmean": [186, 197], "1321e": [186, 197], "4876": [186, 197], "1749e": [186, 197], "7871": [186, 197], "1316e": [186, 197], "2984": [186, 197], "1744e": [186, 197], "0261": [186, 197], "65": [186, 187, 197], "1306e": [186, 197], "8781": [186, 197], "1688e": [186, 197], "3209": [186, 197], "c_pysdc_with_petsc": [187, 197], "world_rank": [187, 197], "world_siz": [187, 197], "space_comm": [187, 197], "space_rank": [187, 197], "time_comm": [187, 197], "time_rank": [187, 197], "step_7_c_out": [187, 197], "9039": [187, 197], "9479e": [187, 197], "8463": [187, 197], "7722": [187, 197], "7731": [187, 197], "step_8": [188, 189, 190, 198], "a_visualize_residu": [188, 198], "min_it": [188, 198], "max_it": [188, 198], "step_8_a_out": [188, 198], "step_8_residu": [188, 198], "1555e": [188, 198], "b_multistep_sdc": [189, 198], "description_pfasst": [189, 198], "description_mssdc": [189, 198], "controller_params_jac": [189, 198], "controller_params_g": [189, 198], "controller_mssdc_jac": [189, 198], "controller_mssdc_g": [189, 198], "controller_pfasst": [189, 198], "uend_pfasst": [189, 198], "stats_pfasst": [189, 198], "uend_mssdc_jac": [189, 198], "stats_mssdc_jac": [189, 198], "uend_mssdc_g": [189, 198], "stats_mssdc_g": [189, 198], "err_mssdc_jac": [189, 198], "err_mssdc_g": [189, 198], "err_pfasst": [189, 198], "diff_jac": [189, 198], "diff_g": [189, 198], "diff_jac_g": [189, 198], "step_8_b_out": [189, 198], "iter_counts_pfasst": [189, 198], "iter_counts_mssdc_jac": [189, 198], "iter_counts_mssdc_g": [189, 198], "item_pfasst": [189, 198], "item_mssdc_jac": [189, 198], "item_mssdc_g": [189, 198], "parmssdc": [189, 198], "sermssdc": [189, 198], "step_8_residuals_mssdc_jac": [189, 198], "step_8_residuals_mssdc_g": [189, 198], "87344394e": [189, 198], "87650041e": [189, 198], "87540082e": [189, 198], "05646491e": [189, 198], "95687310e": [189, 198], "09959215e": [189, 198], "c_iteration_estim": [190, 198], "mesh_to_mesh_nc": [190, 198], "hookclass_error_output": [190, 198], "error_output": [190, 198], "setup_diffus": [190, 198], "setup_advect": [190, 198], "setup_auzing": [190, 198], "ndim_list": [190, 198], "nsteps_list": [190, 198], "nproc": [190, 198], "step_8_c_out": [190, 198], "mean_number_of_iter": [190, 198], "pde_error": [190, 198], "pde_error_after_step": [190, 198], "coll_error": [190, 198], "coll_error_after_step": [190, 198], "pde_err": [190, 198], "coll_err": [190, 198], "atol": [190, 198], "1250": [190, 198], "7804e": [190, 198], "9169e": [190, 198], "2500": [190, 198], "9619e": [190, 198], "3698e": [190, 198], "3750": [190, 198], "2300e": [190, 198], "5890e": [190, 198], "5000": [190, 198], "8684e": [190, 198], "8007e": [190, 198], "6250": [190, 198], "7128e": [190, 198], "9410e": [190, 198], "7500": [190, 198], "6619e": [190, 198], "3529e": [190, 198], "8750": [190, 198], "6530e": [190, 198], "8821e": [190, 198], "0000": [190, 198], "6478e": [190, 198], "8707e": [190, 198], "4059683190000669": [190, 198], "8190e": [190, 198], "2108e": [190, 198], "7174e": [190, 198], "1256e": [190, 198], "2849e": [190, 198], "6208e": [190, 198], "7307e": [190, 198], "5857e": [190, 198], "0813e": [190, 198], "3643e": [190, 198], "3517e": [190, 198], "7439e": [190, 198], "5502e": [190, 198], "1250e": [190, 198], "6813e": [190, 198], "1660e": [190, 198], "9272980149999057": [190, 198], "6459e": [190, 198], "6613e": [190, 198], "2907e": [190, 198], "4409e": [190, 198], "0930e": [190, 198], "4571e": [190, 198], "8225e": [190, 198], "1875e": [190, 198], "5517e": [190, 198], "7716e": [190, 198], "9147e": [190, 198], "25329556399992725": [190, 198], "7050e": [190, 198], "1852e": [190, 198], "4360e": [190, 198], "1141e": [190, 198], "1808e": [190, 198], "4836e": [190, 198], "8580e": [190, 198], "1830e": [190, 198], "2256e": [190, 198], "5987e": [190, 198], "1841e": [190, 198], "9666e": [190, 198], "7298739230000137": [190, 198], "6598e": [190, 198], "0010e": [190, 198], "4700e": [190, 198], "5583e": [190, 198], "1829e": [190, 198], "6153e": [190, 198], "8266e": [190, 198], "8338e": [190, 198], "17030540900009328": [190, 198], "2389e": [190, 198], "4469e": [190, 198], "1763e": [190, 198], "7832e": [190, 198], "3399e": [190, 198], "8017e": [190, 198], "1486e": [190, 198], "3802e": [190, 198], "20317804299997988": [190, 198], "heatequation_1d_fd": 191, "encapsul": 191, "quick": 191, "peak": 191, "reveal": 191, "sometim": 191, "he": 191, "happili": [191, 192], "subroutin": 191, "gaussradau_right": 191, "fun": 191, "beat": 191, "thoroughli": 191, "dig": 192, "deeper": 192, "ran": 192, "normal": [192, 196], "steer": 192, "life": 192, "heatequation_1d_fd_forc": 192, "rhs_imex_mesh": 192, "shed": 192, "light": 192, "deepli": 192, "tediou": [192, 195], "wors": 192, "behold": 192, "proce": 192, "friendliest": 192, "suppress": 192, "controller_paramet": 192, "capabl": [192, 196], "contrast": [192, 193, 195], "focu": 193, "stamp": 193, "admittedli": 193, "complic": [193, 195], "electromagnet": 193, "ineffici": 193, "interestingli": 193, "symmetr": 193, "conserv": 193, "thumb": 193, "altern": [193, 198], "fly": 193, "knowledg": 194, "longest": 194, "pretti": [194, 198], "off": 194, "fact": [194, 197], "finer": 194, "msdc": 194, "sensit": 194, "interplai": 194, "trivial": 194, "_nonmpi": 195, "principl": 195, "quantiti": 195, "parabol": 195, "heavili": 195, "saw": 195, "consider": 195, "At": 195, "sweeper_help": 195, "get_qd": 195, "mpi_parallel": 196, "accident": 196, "exercis": 196, "counterpart": 196, "snippet": 196, "set_paramet": 196, "headach": 196, "nosetest": 196, "invert": 197, "methodologi": 197, "valuabl": 197, "latter": 197, "With": 197, "unfavor": 197, "testb": 197, "petsc_dmda_grid": 197, "mere": 198, "pick": 198, "dead": 198, "prevent": 198, "safe": 198, "lipschitz": 198, "procedur": 198, "met": 198, "shall": 198}, "objects": {"": [[37, 0, 0, "-", "core"], [52, 0, 0, "-", "helpers"], [60, 0, 0, "-", "implementations"]], "core": [[38, 0, 0, "-", "BaseTransfer"], [39, 0, 0, "-", "Collocation"], [40, 0, 0, "-", "Common"], [41, 0, 0, "-", "Controller"], [42, 0, 0, "-", "ConvergenceController"], [43, 0, 0, "-", "Errors"], [44, 0, 0, "-", "Hooks"], [45, 0, 0, "-", "Lagrange"], [46, 0, 0, "-", "Level"], [47, 0, 0, "-", "Nodes"], [48, 0, 0, "-", "Problem"], [49, 0, 0, "-", "SpaceTransfer"], [50, 0, 0, "-", "Step"], [51, 0, 0, "-", "Sweeper"]], "core.BaseTransfer": [[38, 1, 1, "", "base_transfer"]], "core.BaseTransfer.base_transfer": [[38, 2, 1, "", "coarse"], [38, 2, 1, "", "fine"], [38, 3, 1, "", "get_transfer_matrix_Q"], [38, 2, 1, "", "logger"], [38, 2, 1, "", "params"], [38, 3, 1, "", "prolong"], [38, 3, 1, "", "prolong_f"], [38, 3, 1, "", "restrict"]], "core.Collocation": [[39, 1, 1, "", "CollBase"]], "core.Collocation.CollBase": [[39, 2, 1, "", "Qmat"], [39, 2, 1, "", "Smat"], [39, 2, 1, "", "delta_m"], [39, 3, 1, "", "evaluate"], [39, 2, 1, "", "left_is_node"], [39, 2, 1, "", "nodes"], [39, 2, 1, "", "num_nodes"], [39, 2, 1, "", "right_is_node"], [39, 2, 1, "", "tleft"], [39, 2, 1, "", "tright"], [39, 2, 1, "", "weights"]], "core.Common": [[40, 1, 1, "", "RegisterParams"]], "core.Common.RegisterParams": [[40, 2, 1, "", "_parNames"], [40, 2, 1, "", "_parNamesReadOnly"], [40, 4, 1, "id0", "params"]], "core.Controller": [[41, 1, 1, "", "controller"]], "core.Controller.controller": [[41, 3, 1, "", "add_convergence_controller"], [41, 3, 1, "", "add_hook"], [41, 3, 1, "", "dump_setup"], [41, 3, 1, "", "get_convergence_controllers_as_table"], [41, 4, 1, "", "hooks"], [41, 3, 1, "", "return_stats"], [41, 3, 1, "", "run"], [41, 3, 1, "", "setup_convergence_controllers"], [41, 3, 1, "", "welcome_message"]], "core.ConvergenceController": [[42, 1, 1, "", "ConvergenceController"], [42, 1, 1, "", "Pars"], [42, 1, 1, "", "Status"]], "core.ConvergenceController.ConvergenceController": [[42, 3, 1, "", "Recv"], [42, 3, 1, "", "Send"], [42, 3, 1, "", "add_variable"], [42, 3, 1, "", "check_iteration_status"], [42, 3, 1, "", "check_parameters"], [42, 3, 1, "", "convergence_control"], [42, 3, 1, "", "debug"], [42, 3, 1, "", "dependencies"], [42, 3, 1, "", "determine_restart"], [42, 3, 1, "", "get_new_step_size"], [42, 3, 1, "", "log"], [42, 3, 1, "", "post_iteration_processing"], [42, 3, 1, "", "post_spread_processing"], [42, 3, 1, "", "post_step_processing"], [42, 3, 1, "", "pre_iteration_processing"], [42, 3, 1, "", "prepare_MPI_datatypes"], [42, 3, 1, "", "prepare_MPI_logical_operations"], [42, 3, 1, "", "prepare_next_block"], [42, 3, 1, "", "recv"], [42, 3, 1, "", "reset_buffers_nonMPI"], [42, 3, 1, "", "reset_status_variables"], [42, 3, 1, "", "reset_variable"], [42, 3, 1, "", "send"], [42, 3, 1, "", "setup"], [42, 3, 1, "", "setup_status_variables"]], "core.Errors": [[43, 5, 1, "", "CollocationError"], [43, 5, 1, "", "CommunicationError"], [43, 5, 1, "", "ControllerError"], [43, 5, 1, "", "ConvergenceError"], [43, 5, 1, "", "DataError"], [43, 5, 1, "", "ParameterError"], [43, 5, 1, "", "ProblemError"], [43, 5, 1, "", "ReadOnlyError"], [43, 5, 1, "", "TransferError"], [43, 5, 1, "", "UnlockError"]], "core.Hooks": [[44, 1, 1, "", "Entry"], [44, 1, 1, "", "hooks"]], "core.Hooks.Entry": [[44, 2, 1, "", "iter"], [44, 2, 1, "", "level"], [44, 2, 1, "", "num_restarts"], [44, 2, 1, "", "process"], [44, 2, 1, "", "process_sweeper"], [44, 2, 1, "", "sweep"], [44, 2, 1, "", "time"], [44, 2, 1, "", "type"]], "core.Hooks.hooks": [[44, 2, 1, "", "__num_restarts"], [44, 2, 1, "", "__stats"], [44, 3, 1, "", "add_to_stats"], [44, 2, 1, "id0", "entry"], [44, 3, 1, "", "increment_stats"], [44, 2, 1, "", "logger"], [44, 2, 1, "", "meta_data"], [44, 3, 1, "", "post_comm"], [44, 3, 1, "", "post_iteration"], [44, 3, 1, "", "post_predict"], [44, 3, 1, "", "post_run"], [44, 3, 1, "", "post_setup"], [44, 3, 1, "", "post_step"], [44, 3, 1, "", "post_sweep"], [44, 3, 1, "", "pre_comm"], [44, 3, 1, "", "pre_iteration"], [44, 3, 1, "", "pre_predict"], [44, 3, 1, "", "pre_run"], [44, 3, 1, "", "pre_setup"], [44, 3, 1, "", "pre_step"], [44, 3, 1, "", "pre_sweep"], [44, 3, 1, "", "reset_stats"], [44, 3, 1, "", "return_stats"]], "core.Lagrange": [[45, 1, 1, "", "LagrangeApproximation"], [45, 6, 1, "", "computeFejerRule"]], "core.Lagrange.LagrangeApproximation": [[45, 3, 1, "", "getIntegrationMatrix"], [45, 3, 1, "", "getInterpolationMatrix"], [45, 4, 1, "", "n"], [45, 2, 1, "", "points"], [45, 2, 1, "", "weights"]], "core.Level": [[46, 1, 1, "", "level"]], "core.Level.level": [[46, 4, 1, "", "dt"], [46, 2, 1, "", "f"], [46, 2, 1, "", "fold"], [46, 2, 1, "", "level_index"], [46, 2, 1, "", "params"], [46, 4, 1, "", "prob"], [46, 3, 1, "", "reset_level"], [46, 2, 1, "", "status"], [46, 4, 1, "", "sweep"], [46, 4, 1, "", "tag"], [46, 2, 1, "", "tau"], [46, 4, 1, "", "time"], [46, 2, 1, "", "u"], [46, 2, 1, "", "uend"], [46, 2, 1, "", "uold"]], "core.Nodes": [[47, 5, 1, "", "NodesError"], [47, 1, 1, "", "NodesGenerator"]], "core.Nodes.NodesGenerator": [[47, 3, 1, "", "evalOrthogPoly"], [47, 3, 1, "", "getNodes"], [47, 3, 1, "", "getOrthogPolyCoefficients"], [47, 3, 1, "", "getTridiagCoefficients"], [47, 2, 1, "", "node_type"], [47, 2, 1, "", "quad_type"]], "core.Problem": [[48, 1, 1, "", "WorkCounter"], [48, 1, 1, "", "ptype"]], "core.Problem.WorkCounter": [[48, 3, 1, "", "decrement"]], "core.Problem.ptype": [[48, 3, 1, "", "apply_mass_matrix"], [48, 2, 1, "", "dtype_f"], [48, 2, 1, "", "dtype_u"], [48, 3, 1, "", "eval_f"], [48, 4, 1, "", "f_init"], [48, 3, 1, "", "generate_scipy_reference_solution"], [48, 3, 1, "", "get_default_sweeper_class"], [48, 2, 1, "id0", "logger"], [48, 4, 1, "", "u_init"]], "core.SpaceTransfer": [[49, 1, 1, "", "space_transfer"]], "core.SpaceTransfer.space_transfer": [[49, 2, 1, "", "coarse_prob"], [49, 2, 1, "", "fine_prob"], [49, 2, 1, "", "logger"], [49, 2, 1, "", "params"], [49, 3, 1, "", "prolong"], [49, 3, 1, "", "restrict"]], "core.Step": [[50, 1, 1, "", "step"]], "core.Step.step": [[50, 3, 1, "", "connect_levels"], [50, 4, 1, "", "dt"], [50, 3, 1, "", "init_step"], [50, 2, 1, "", "levels"], [50, 2, 1, "", "logger"], [50, 4, 1, "", "next"], [50, 2, 1, "", "params"], [50, 4, 1, "", "prev"], [50, 3, 1, "", "reset_step"], [50, 2, 1, "", "status"], [50, 4, 1, "", "time"], [50, 3, 1, "", "transfer"]], "core.Sweeper": [[51, 1, 1, "", "sweeper"]], "core.Sweeper.sweeper": [[51, 2, 1, "", "coll"], [51, 3, 1, "", "compute_end_point"], [51, 3, 1, "", "compute_residual"], [51, 3, 1, "", "get_Qdelta_explicit"], [51, 3, 1, "", "get_Qdelta_implicit"], [51, 3, 1, "", "integrate"], [51, 4, 1, "", "level"], [51, 2, 1, "", "logger"], [51, 2, 1, "", "params"], [51, 3, 1, "", "predict"], [51, 4, 1, "", "rank"], [51, 3, 1, "", "update_nodes"]], "helpers": [[53, 0, 0, "-", "plot_helper"], [54, 0, 0, "-", "problem_helper"], [55, 0, 0, "-", "pysdc_helper"], [56, 0, 0, "-", "setup_helper"], [57, 0, 0, "-", "stats_helper"], [58, 0, 0, "-", "transfer_helper"], [59, 0, 0, "-", "visualization_tools"]], "helpers.plot_helper": [[53, 6, 1, "", "figsize"], [53, 6, 1, "", "figsize_by_journal"], [53, 6, 1, "", "newfig"], [53, 6, 1, "", "savefig"], [53, 6, 1, "", "setup_mpl"]], "helpers.problem_helper": [[54, 6, 1, "", "get_1d_grid"], [54, 6, 1, "", "get_finite_difference_matrix"], [54, 6, 1, "", "get_finite_difference_stencil"], [54, 6, 1, "", "get_steps"]], "helpers.pysdc_helper": [[55, 1, 1, "", "FrozenClass"]], "helpers.pysdc_helper.FrozenClass": [[55, 2, 1, "", "__isfrozen"], [55, 3, 1, "", "get"]], "helpers.setup_helper": [[56, 6, 1, "", "generate_description"]], "helpers.stats_helper": [[57, 6, 1, "", "filter_stats"], [57, 6, 1, "", "get_list_of_types"], [57, 6, 1, "", "get_sorted"], [57, 6, 1, "", "sort_stats"]], "helpers.transfer_helper": [[58, 6, 1, "", "border_padding"], [58, 6, 1, "", "continue_periodic_array"], [58, 6, 1, "", "interpolation_matrix_1d"], [58, 6, 1, "", "next_neighbors"], [58, 6, 1, "", "next_neighbors_periodic"], [58, 6, 1, "", "restriction_matrix_1d"]], "helpers.visualization_tools": [[59, 6, 1, "", "show_residual_across_simulation"]], "implementations": [[61, 0, 0, "-", "controller_classes"], [64, 0, 0, "-", "convergence_controller_classes"], [81, 0, 0, "-", "datatype_classes"], [87, 0, 0, "-", "problem_classes"], [142, 0, 0, "-", "sweeper_classes"], [155, 0, 0, "-", "transfer_classes"]], "implementations.controller_classes": [[62, 0, 0, "-", "controller_MPI"], [63, 0, 0, "-", "controller_nonMPI"]], "implementations.controller_classes.controller_MPI": [[62, 1, 1, "", "controller_MPI"]], "implementations.controller_classes.controller_MPI.controller_MPI": [[62, 3, 1, "", "check_iteration_estimate"], [62, 3, 1, "", "default"], [62, 3, 1, "", "it_check"], [62, 3, 1, "", "it_coarse"], [62, 3, 1, "", "it_down"], [62, 3, 1, "", "it_fine"], [62, 3, 1, "", "it_up"], [62, 3, 1, "", "pfasst"], [62, 3, 1, "", "predict"], [62, 3, 1, "", "recv"], [62, 3, 1, "", "recv_full"], [62, 3, 1, "", "restart_block"], [62, 3, 1, "", "run"], [62, 3, 1, "", "send_full"], [62, 3, 1, "", "spread"], [62, 3, 1, "", "wait_with_interrupt"]], "implementations.controller_classes.controller_nonMPI": [[63, 1, 1, "", "controller_nonMPI"]], "implementations.controller_classes.controller_nonMPI.controller_nonMPI": [[63, 3, 1, "", "default"], [63, 3, 1, "", "it_check"], [63, 3, 1, "", "it_coarse"], [63, 3, 1, "", "it_down"], [63, 3, 1, "", "it_fine"], [63, 3, 1, "", "it_up"], [63, 3, 1, "", "pfasst"], [63, 3, 1, "", "predict"], [63, 3, 1, "", "recv_full"], [63, 3, 1, "", "restart_block"], [63, 3, 1, "", "run"], [63, 3, 1, "", "send_full"], [63, 3, 1, "", "spread"]], "implementations.convergence_controller_classes": [[65, 0, 0, "-", "adaptive_collocation"], [66, 0, 0, "-", "adaptivity"], [67, 0, 0, "-", "basic_restarting"], [68, 0, 0, "-", "check_convergence"], [69, 0, 0, "-", "check_iteration_estimator"], [70, 0, 0, "-", "crash"], [71, 0, 0, "-", "estimate_contraction_factor"], [72, 0, 0, "-", "estimate_embedded_error"], [73, 0, 0, "-", "estimate_extrapolation_error"], [74, 0, 0, "-", "estimate_polynomial_error"], [75, 0, 0, "-", "hotrod"], [76, 0, 0, "-", "inexactness"], [77, 0, 0, "-", "interpolate_between_restarts"], [78, 0, 0, "-", "spread_step_sizes"], [79, 0, 0, "-", "step_size_limiter"], [80, 0, 0, "-", "store_uold"]], "implementations.convergence_controller_classes.adaptive_collocation": [[65, 1, 1, "", "AdaptiveCollocation"]], "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation": [[65, 3, 1, "", "check_parameters"], [65, 3, 1, "", "matmul"], [65, 3, 1, "", "post_iteration_processing"], [65, 3, 1, "", "post_spread_processing"], [65, 3, 1, "", "reset_status_variables"], [65, 3, 1, "", "setup"], [65, 3, 1, "", "setup_status_variables"], [65, 3, 1, "", "switch_sweeper"]], "implementations.convergence_controller_classes.adaptivity": [[66, 1, 1, "", "Adaptivity"], [66, 1, 1, "", "AdaptivityBase"], [66, 1, 1, "", "AdaptivityCollocation"], [66, 1, 1, "", "AdaptivityExtrapolationWithinQ"], [66, 1, 1, "", "AdaptivityForConvergedCollocationProblems"], [66, 1, 1, "", "AdaptivityPolynomialError"], [66, 1, 1, "", "AdaptivityRK"], [66, 1, 1, "", "AdaptivityResidual"]], "implementations.convergence_controller_classes.adaptivity.Adaptivity": [[66, 3, 1, "", "check_parameters"], [66, 3, 1, "", "dependencies"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityBase": [[66, 3, 1, "", "compute_optimal_step_size"], [66, 3, 1, "", "dependencies"], [66, 3, 1, "", "determine_restart"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation": [[66, 3, 1, "", "check_parameters"], [66, 3, 1, "", "dependencies"], [66, 3, 1, "", "determine_restart"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "post_iteration_processing"], [66, 3, 1, "", "reset_status_variables"], [66, 3, 1, "", "setup"], [66, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ": [[66, 3, 1, "", "dependencies"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems": [[66, 3, 1, "", "determine_restart"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError": [[66, 3, 1, "", "dependencies"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityRK": [[66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual": [[66, 3, 1, "", "check_parameters"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"], [66, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.basic_restarting": [[67, 1, 1, "", "BasicRestarting"], [67, 1, 1, "", "BasicRestartingMPI"], [67, 1, 1, "", "BasicRestartingNonMPI"]], "implementations.convergence_controller_classes.basic_restarting.BasicRestarting": [[67, 3, 1, "", "dependencies"], [67, 3, 1, "", "determine_restart"], [67, 3, 1, "", "get_implementation"], [67, 3, 1, "", "reset_status_variables"], [67, 3, 1, "", "setup"], [67, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI": [[67, 3, 1, "", "determine_restart"], [67, 3, 1, "", "prepare_next_block"]], "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI": [[67, 3, 1, "", "determine_restart"], [67, 3, 1, "", "prepare_next_block"], [67, 3, 1, "", "reset_buffers_nonMPI"]], "implementations.convergence_controller_classes.check_convergence": [[68, 1, 1, "", "CheckConvergence"]], "implementations.convergence_controller_classes.check_convergence.CheckConvergence": [[68, 3, 1, "", "check_convergence"], [68, 3, 1, "", "check_iteration_status"], [68, 3, 1, "", "communicate_convergence"], [68, 3, 1, "", "dependencies"], [68, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.check_iteration_estimator": [[69, 1, 1, "", "CheckIterationEstimatorNonMPI"]], "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI": [[69, 3, 1, "", "check_iteration_status"], [69, 3, 1, "", "check_parameters"], [69, 3, 1, "", "dependencies"], [69, 3, 1, "", "reset_buffers_nonMPI"], [69, 3, 1, "", "setup"], [69, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.crash": [[70, 1, 1, "", "CrashBase"], [70, 1, 1, "", "StopAtMaxRuntime"], [70, 1, 1, "", "StopAtNan"]], "implementations.convergence_controller_classes.crash.CrashBase": [[70, 3, 1, "", "communicate_crash"]], "implementations.convergence_controller_classes.crash.StopAtMaxRuntime": [[70, 3, 1, "", "prepare_next_block"], [70, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.crash.StopAtNan": [[70, 3, 1, "", "prepare_next_block"], [70, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.estimate_contraction_factor": [[71, 1, 1, "", "EstimateContractionFactor"]], "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor": [[71, 3, 1, "", "dependencies"], [71, 3, 1, "", "post_iteration_processing"], [71, 3, 1, "", "pre_iteration_processing"], [71, 3, 1, "", "reset_status_variables"], [71, 3, 1, "", "setup"], [71, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_embedded_error": [[72, 1, 1, "", "EstimateEmbeddedError"], [72, 1, 1, "", "EstimateEmbeddedErrorCollocation"], [72, 1, 1, "", "EstimateEmbeddedErrorLinearizedMPI"], [72, 1, 1, "", "EstimateEmbeddedErrorLinearizedNonMPI"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError": [[72, 3, 1, "", "dependencies"], [72, 3, 1, "", "estimate_embedded_error_serial"], [72, 3, 1, "", "get_implementation"], [72, 3, 1, "", "post_iteration_processing"], [72, 3, 1, "", "reset_status_variables"], [72, 3, 1, "", "setup"], [72, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation": [[72, 3, 1, "", "dependencies"], [72, 3, 1, "", "post_iteration_processing"], [72, 3, 1, "", "reset_status_variables"], [72, 3, 1, "", "setup"], [72, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedMPI": [[72, 3, 1, "", "post_iteration_processing"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI": [[72, 3, 1, "", "post_iteration_processing"], [72, 3, 1, "", "reset_buffers_nonMPI"], [72, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.estimate_extrapolation_error": [[73, 1, 1, "", "EstimateExtrapolationErrorBase"], [73, 1, 1, "", "EstimateExtrapolationErrorNonMPI"], [73, 1, 1, "", "EstimateExtrapolationErrorWithinQ"]], "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase": [[73, 3, 1, "", "check_parameters"], [73, 3, 1, "", "get_extrapolation_coefficients"], [73, 3, 1, "", "reset_status_variables"], [73, 3, 1, "", "setup"], [73, 3, 1, "", "setup_status_variables"], [73, 3, 1, "", "store_values"]], "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI": [[73, 3, 1, "", "get_extrapolated_error"], [73, 3, 1, "", "get_extrapolated_solution"], [73, 3, 1, "", "post_iteration_processing"], [73, 3, 1, "", "prepare_next_block"], [73, 3, 1, "", "setup"], [73, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ": [[73, 3, 1, "", "post_iteration_processing"], [73, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.estimate_polynomial_error": [[74, 1, 1, "", "EstimatePolynomialError"]], "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError": [[74, 3, 1, "", "check_parameters"], [74, 3, 1, "", "matmul"], [74, 3, 1, "", "post_iteration_processing"], [74, 3, 1, "", "reset_status_variables"], [74, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.hotrod": [[75, 1, 1, "", "HotRod"]], "implementations.convergence_controller_classes.hotrod.HotRod": [[75, 3, 1, "", "check_parameters"], [75, 3, 1, "", "dependencies"], [75, 3, 1, "", "determine_restart"], [75, 3, 1, "", "post_iteration_processing"], [75, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.inexactness": [[76, 1, 1, "", "NewtonInexactness"]], "implementations.convergence_controller_classes.inexactness.NewtonInexactness": [[76, 3, 1, "", "dependencies"], [76, 3, 1, "", "post_iteration_processing"], [76, 3, 1, "", "set_maxiter"], [76, 3, 1, "", "set_tolerance"], [76, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.interpolate_between_restarts": [[77, 1, 1, "", "InterpolateBetweenRestarts"]], "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts": [[77, 3, 1, "", "post_iteration_processing"], [77, 3, 1, "", "post_spread_processing"], [77, 3, 1, "", "setup"], [77, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.spread_step_sizes": [[78, 1, 1, "", "SpreadStepSizesBlockwise"], [78, 1, 1, "", "SpreadStepSizesBlockwiseMPI"], [78, 1, 1, "", "SpreadStepSizesBlockwiseNonMPI"]], "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise": [[78, 3, 1, "", "get_implementation"], [78, 3, 1, "", "get_step_from_which_to_spread"], [78, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI": [[78, 3, 1, "", "get_step_from_which_to_spread"], [78, 3, 1, "", "prepare_next_block"]], "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI": [[78, 3, 1, "", "get_step_from_which_to_spread"], [78, 3, 1, "", "prepare_next_block"]], "implementations.convergence_controller_classes.step_size_limiter": [[79, 1, 1, "", "StepSizeLimiter"], [79, 1, 1, "", "StepSizeSlopeLimiter"]], "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter": [[79, 3, 1, "", "dependencies"], [79, 3, 1, "", "get_new_step_size"], [79, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter": [[79, 3, 1, "", "get_new_step_size"], [79, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.store_uold": [[80, 1, 1, "", "StoreUOld"]], "implementations.convergence_controller_classes.store_uold.StoreUOld": [[80, 3, 1, "", "post_iteration_processing"], [80, 3, 1, "", "post_spread_processing"], [80, 3, 1, "", "setup"]], "implementations.datatype_classes": [[82, 0, 0, "-", "cupy_mesh"], [83, 0, 0, "-", "fenics_mesh"], [84, 0, 0, "-", "mesh"], [85, 0, 0, "-", "particles"], [86, 0, 0, "-", "petsc_vec"]], "implementations.datatype_classes.cupy_mesh": [[82, 1, 1, "", "comp2_cupy_mesh"], [82, 1, 1, "", "cupy_mesh"], [82, 1, 1, "", "imex_cupy_mesh"]], "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh": [[82, 2, 1, "", "comp1"], [82, 2, 1, "", "comp2"]], "implementations.datatype_classes.cupy_mesh.cupy_mesh": [[82, 3, 1, "", "bcast"], [82, 4, 1, "", "comm"], [82, 3, 1, "", "irecv"], [82, 3, 1, "", "isend"]], "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh": [[82, 2, 1, "", "expl"], [82, 2, 1, "", "impl"]], "implementations.datatype_classes.fenics_mesh": [[83, 1, 1, "", "fenics_mesh"], [83, 1, 1, "", "rhs_fenics_mesh"]], "implementations.datatype_classes.fenics_mesh.fenics_mesh": [[83, 2, 1, "", "values"]], "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh": [[83, 2, 1, "", "expl"], [83, 2, 1, "", "impl"]], "implementations.datatype_classes.mesh": [[84, 1, 1, "", "comp2_mesh"], [84, 1, 1, "", "imex_mesh"], [84, 1, 1, "", "mesh"]], "implementations.datatype_classes.mesh.comp2_mesh": [[84, 2, 1, "", "comp1"], [84, 2, 1, "", "comp2"]], "implementations.datatype_classes.mesh.imex_mesh": [[84, 2, 1, "", "expl"], [84, 2, 1, "", "impl"]], "implementations.datatype_classes.mesh.mesh": [[84, 2, 1, "", "_comm"], [84, 3, 1, "", "bcast"], [84, 4, 1, "", "comm"], [84, 3, 1, "", "irecv"], [84, 3, 1, "", "isend"]], "implementations.datatype_classes.particles": [[85, 1, 1, "", "acceleration"], [85, 1, 1, "", "fields"], [85, 1, 1, "", "particles"]], "implementations.datatype_classes.particles.fields": [[85, 2, 1, "", "elec"], [85, 1, 1, "", "electric"], [85, 2, 1, "", "magn"], [85, 1, 1, "", "magnetic"]], "implementations.datatype_classes.particles.particles": [[85, 3, 1, "", "isend"], [85, 2, 1, "", "pos"], [85, 1, 1, "", "position"], [85, 3, 1, "", "recv"], [85, 3, 1, "", "send"], [85, 2, 1, "", "vel"], [85, 1, 1, "", "velocity"]], "implementations.datatype_classes.petsc_vec": [[86, 1, 1, "", "petsc_vec"], [86, 1, 1, "", "petsc_vec_comp2"], [86, 1, 1, "", "petsc_vec_imex"]], "implementations.datatype_classes.petsc_vec.petsc_vec": [[86, 3, 1, "", "bcast"], [86, 3, 1, "", "irecv"], [86, 3, 1, "", "isend"]], "implementations.datatype_classes.petsc_vec.petsc_vec_comp2": [[86, 2, 1, "", "expl"], [86, 2, 1, "", "impl"]], "implementations.datatype_classes.petsc_vec.petsc_vec_imex": [[86, 2, 1, "", "expl"], [86, 2, 1, "", "impl"]], "implementations.problem_classes": [[88, 0, 0, "-", "AcousticAdvection_1D_FD_imex"], [89, 0, 0, "-", "AdvectionDiffusionEquation_1D_FFT"], [90, 0, 0, "-", "AdvectionEquation_ND_FD"], [91, 0, 0, "-", "AllenCahn_1D_FD"], [92, 0, 0, "-", "AllenCahn_2D_FD"], [94, 0, 0, "-", "AllenCahn_2D_FFT"], [95, 0, 0, "-", "AllenCahn_2D_FFT_gpu"], [96, 0, 0, "-", "AllenCahn_MPIFFT"], [97, 0, 0, "-", "AllenCahn_Temp_MPIFFT"], [98, 0, 0, "-", "Auzinger_implicit"], [99, 0, 0, "-", "Battery"], [100, 0, 0, "-", "Boussinesq_2D_FD_imex"], [101, 0, 0, "-", "BuckConverter"], [102, 0, 0, "-", "DiscontinuousTestODE"], [103, 0, 0, "-", "FastWaveSlowWave_0D"], [104, 0, 0, "-", "FermiPastaUlamTsingou"], [105, 0, 0, "-", "FullSolarSystem"], [106, 0, 0, "-", "GeneralizedFisher_1D_FD_implicit"], [107, 0, 0, "-", "GeneralizedFisher_1D_PETSc"], [108, 0, 0, "-", "GrayScott_1D_FEniCS_implicit"], [109, 0, 0, "-", "GrayScott_2D_PETSc_periodic"], [110, 0, 0, "-", "GrayScott_MPIFFT"], [111, 0, 0, "-", "HarmonicOscillator"], [112, 0, 0, "-", "HeatEquation_1D_FEniCS_matrix_forced"], [113, 0, 0, "-", "HeatEquation_1D_FEniCS_weak_forced"], [114, 0, 0, "-", "HeatEquation_2D_PETSc_forced"], [115, 0, 0, "-", "HeatEquation_ND_FD"], [117, 0, 0, "-", "HenonHeiles"], [118, 0, 0, "-", "LogisticEquation"], [119, 0, 0, "-", "Lorenz"], [120, 0, 0, "-", "NonlinearSchroedinger_MPIFFT"], [121, 0, 0, "-", "OuterSolarSystem"], [122, 0, 0, "-", "PenningTrap_3D"], [123, 0, 0, "-", "Piline"], [124, 0, 0, "-", "Quench"], [125, 0, 0, "-", "TestEquation_0D"], [126, 0, 0, "-", "Van_der_Pol_implicit"], [127, 0, 0, "-", "VorticityVelocity_2D_FEniCS_periodic"], [128, 0, 0, "-", "acoustic_helpers"], [132, 0, 0, "-", "boussinesq_helpers"], [139, 0, 0, "-", "generic_ND_FD"], [140, 0, 0, "-", "nonlinear_ODE_1"], [141, 0, 0, "-", "polynomial_test_problem"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex": [[88, 1, 1, "", "acoustic_1d_imex"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex": [[88, 2, 1, "", "A"], [88, 2, 1, "", "Dx"], [88, 2, 1, "", "Id"], [88, 2, 1, "", "dtype_f"], [88, 2, 1, "", "dtype_u"], [88, 2, 1, "", "dx"], [88, 3, 1, "", "eval_f"], [88, 2, 1, "", "mesh"], [88, 3, 1, "", "solve_system"], [88, 3, 1, "", "u_exact"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT": [[89, 1, 1, "", "advectiondiffusion1d_imex"], [89, 1, 1, "", "advectiondiffusion1d_implicit"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex": [[89, 2, 1, "", "ddx"], [89, 2, 1, "", "dtype_f"], [89, 2, 1, "", "dtype_u"], [89, 3, 1, "", "eval_f"], [89, 2, 1, "", "lap"], [89, 3, 1, "", "solve_system"], [89, 3, 1, "", "u_exact"], [89, 2, 1, "", "xvalues"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit": [[89, 2, 1, "", "dtype_f"], [89, 2, 1, "", "dtype_u"], [89, 3, 1, "", "eval_f"], [89, 3, 1, "", "solve_system"]], "implementations.problem_classes.AdvectionEquation_ND_FD": [[90, 1, 1, "", "advectionNd"]], "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd": [[90, 2, 1, "", "A"], [90, 2, 1, "", "Id"], [90, 3, 1, "", "u_exact"]], "implementations.problem_classes.AllenCahn_1D_FD": [[91, 1, 1, "", "allencahn_front_finel"], [91, 1, 1, "", "allencahn_front_fullyimplicit"], [91, 1, 1, "", "allencahn_front_semiimplicit"], [91, 1, 1, "", "allencahn_periodic_fullyimplicit"], [91, 1, 1, "", "allencahn_periodic_multiimplicit"], [91, 1, 1, "", "allencahn_periodic_semiimplicit"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel": [[91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit": [[91, 2, 1, "", "A"], [91, 2, 1, "", "dtype_f"], [91, 2, 1, "", "dtype_u"], [91, 2, 1, "", "dx"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"], [91, 3, 1, "", "u_exact"], [91, 2, 1, "", "uext"], [91, 2, 1, "", "work_counters"], [91, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit": [[91, 2, 1, "", "dtype_f"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit": [[91, 2, 1, "", "A"], [91, 2, 1, "", "dtype_f"], [91, 2, 1, "", "dtype_u"], [91, 2, 1, "", "dx"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"], [91, 3, 1, "", "u_exact"], [91, 2, 1, "", "work_counters"], [91, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit": [[91, 2, 1, "", "dtype_f"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system_1"], [91, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit": [[91, 2, 1, "", "dtype_f"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_2D_FD": [[92, 1, 1, "", "allencahn_fullyimplicit"], [92, 1, 1, "", "allencahn_multiimplicit"], [92, 1, 1, "", "allencahn_multiimplicit_v2"], [92, 1, 1, "", "allencahn_semiimplicit"], [92, 1, 1, "", "allencahn_semiimplicit_v2"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit": [[92, 2, 1, "", "A"], [92, 2, 1, "", "dtype_f"], [92, 2, 1, "", "dtype_u"], [92, 2, 1, "", "dx"], [92, 3, 1, "", "eval_f"], [92, 2, 1, "", "lin_itercount"], [92, 2, 1, "", "lin_ncalls"], [92, 2, 1, "", "newton_itercount"], [92, 2, 1, "", "newton_ncalls"], [92, 3, 1, "", "solve_system"], [92, 3, 1, "", "u_exact"], [92, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system_1"], [92, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system_1"], [92, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system"], [92, 3, 1, "", "u_exact"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_2D_FFT": [[94, 1, 1, "", "allencahn2d_imex"], [94, 1, 1, "", "allencahn2d_imex_stab"]], "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex": [[94, 2, 1, "", "dtype_f"], [94, 2, 1, "", "dtype_u"], [94, 2, 1, "", "dx"], [94, 3, 1, "", "eval_f"], [94, 2, 1, "", "lap"], [94, 3, 1, "", "solve_system"], [94, 3, 1, "", "u_exact"], [94, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab": [[94, 2, 1, "", "dx"], [94, 3, 1, "", "eval_f"], [94, 2, 1, "", "lap"], [94, 3, 1, "", "solve_system"], [94, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu": [[95, 1, 1, "", "allencahn2d_imex"], [95, 1, 1, "", "allencahn2d_imex_stab"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex": [[95, 2, 1, "", "dtype_f"], [95, 2, 1, "", "dtype_u"], [95, 2, 1, "", "dx"], [95, 3, 1, "", "eval_f"], [95, 2, 1, "", "lap"], [95, 3, 1, "", "solve_system"], [95, 3, 1, "", "u_exact"], [95, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab": [[95, 2, 1, "", "dx"], [95, 3, 1, "", "eval_f"], [95, 2, 1, "", "lap"], [95, 3, 1, "", "solve_system"], [95, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_MPIFFT": [[96, 1, 1, "", "allencahn_imex"], [96, 1, 1, "", "allencahn_imex_timeforcing"]], "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex": [[96, 2, 1, "", "K2"], [96, 2, 1, "", "X"], [96, 2, 1, "", "dtype_f"], [96, 2, 1, "", "dtype_u"], [96, 2, 1, "", "dx"], [96, 2, 1, "", "dy"], [96, 3, 1, "", "eval_f"], [96, 2, 1, "", "fft"], [96, 3, 1, "", "solve_system"], [96, 3, 1, "", "u_exact"]], "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex_timeforcing": [[96, 3, 1, "", "eval_f"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT": [[97, 1, 1, "", "allencahn_temp_imex"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex": [[97, 2, 1, "", "D"], [97, 2, 1, "", "K2"], [97, 2, 1, "", "L"], [97, 2, 1, "", "TM"], [97, 2, 1, "", "X"], [97, 2, 1, "", "comm"], [97, 2, 1, "", "dtype_f"], [97, 2, 1, "", "dtype_u"], [97, 2, 1, "", "dw"], [97, 2, 1, "", "dx"], [97, 2, 1, "", "dy"], [97, 2, 1, "", "eps"], [97, 3, 1, "", "eval_f"], [97, 2, 1, "", "fft"], [97, 2, 1, "", "init_type"], [97, 2, 1, "", "nvars"], [97, 2, 1, "", "radius"], [97, 3, 1, "", "solve_system"], [97, 2, 1, "", "spectral"], [97, 3, 1, "", "u_exact"]], "implementations.problem_classes.Auzinger_implicit": [[98, 1, 1, "", "auzinger"]], "implementations.problem_classes.Auzinger_implicit.auzinger": [[98, 2, 1, "", "dtype_f"], [98, 2, 1, "", "dtype_u"], [98, 3, 1, "", "eval_f"], [98, 2, 1, "", "newton_maxiter"], [98, 2, 1, "", "newton_tol"], [98, 3, 1, "", "solve_system"], [98, 3, 1, "", "u_exact"]], "implementations.problem_classes.Battery": [[99, 1, 1, "", "battery"], [99, 1, 1, "", "battery_implicit"], [99, 1, 1, "", "battery_n_capacitors"]], "implementations.problem_classes.Battery.battery": [[99, 2, 1, "", "dtype_f"], [99, 3, 1, "", "eval_f"], [99, 3, 1, "", "solve_system"], [99, 3, 1, "", "u_exact"]], "implementations.problem_classes.Battery.battery_implicit": [[99, 2, 1, "", "dtype_f"], [99, 3, 1, "", "eval_f"], [99, 3, 1, "", "solve_system"], [99, 2, 1, "", "work_counters"]], "implementations.problem_classes.Battery.battery_n_capacitors": [[99, 2, 1, "", "A"], [99, 3, 1, "", "count_switches"], [99, 2, 1, "", "dtype_f"], [99, 2, 1, "", "dtype_u"], [99, 3, 1, "", "eval_f"], [99, 3, 1, "", "get_problem_dict"], [99, 3, 1, "", "get_switching_info"], [99, 2, 1, "", "nswitches"], [99, 3, 1, "", "solve_system"], [99, 2, 1, "", "switch_A"], [99, 2, 1, "", "switch_f"], [99, 2, 1, "", "t_switch"], [99, 3, 1, "", "u_exact"]], "implementations.problem_classes.Boussinesq_2D_FD_imex": [[100, 1, 1, "", "boussinesq_2d_imex"]], "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex": [[100, 2, 1, "", "D_upwind"], [100, 2, 1, "", "Id"], [100, 2, 1, "", "M"], [100, 2, 1, "", "N"], [100, 2, 1, "", "bc_hor"], [100, 2, 1, "", "bc_ver"], [100, 2, 1, "", "dtype_f"], [100, 2, 1, "", "dtype_u"], [100, 3, 1, "", "eval_f"], [100, 2, 1, "", "gmres_logger"], [100, 2, 1, "", "h"], [100, 3, 1, "", "solve_system"], [100, 3, 1, "", "u_exact"], [100, 2, 1, "", "xx"], [100, 2, 1, "", "zz"]], "implementations.problem_classes.BuckConverter": [[101, 1, 1, "", "buck_converter"]], "implementations.problem_classes.BuckConverter.buck_converter": [[101, 2, 1, "", "A"], [101, 2, 1, "", "dtype_f"], [101, 2, 1, "", "dtype_u"], [101, 3, 1, "", "eval_f"], [101, 3, 1, "", "solve_system"], [101, 3, 1, "", "u_exact"]], "implementations.problem_classes.DiscontinuousTestODE": [[102, 1, 1, "", "DiscontinuousTestODE"]], "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE": [[102, 3, 1, "", "count_switches"], [102, 2, 1, "", "dtype_f"], [102, 2, 1, "", "dtype_u"], [102, 3, 1, "", "eval_f"], [102, 3, 1, "", "get_switching_info"], [102, 2, 1, "", "nswitches"], [102, 3, 1, "", "solve_system"], [102, 2, 1, "", "t_switch"], [102, 2, 1, "", "t_switch_exact"], [102, 3, 1, "", "u_exact"], [102, 2, 1, "", "work_counters"]], "implementations.problem_classes.FastWaveSlowWave_0D": [[103, 1, 1, "", "swfw_scalar"]], "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar": [[103, 2, 1, "", "dtype_f"], [103, 2, 1, "", "dtype_u"], [103, 3, 1, "", "eval_f"], [103, 3, 1, "", "solve_system"], [103, 3, 1, "", "u_exact"]], "implementations.problem_classes.FermiPastaUlamTsingou": [[104, 1, 1, "", "fermi_pasta_ulam_tsingou"]], "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou": [[104, 2, 1, "", "dtype_f"], [104, 2, 1, "", "dtype_u"], [104, 2, 1, "", "dx"], [104, 3, 1, "", "eval_f"], [104, 3, 1, "", "eval_hamiltonian"], [104, 3, 1, "", "eval_mode_energy"], [104, 2, 1, "", "ones"], [104, 3, 1, "", "u_exact"], [104, 2, 1, "", "xvalues"]], "implementations.problem_classes.FullSolarSystem": [[105, 1, 1, "", "full_solar_system"]], "implementations.problem_classes.FullSolarSystem.full_solar_system": [[105, 2, 1, "", "G"], [105, 2, 1, "", "dtype_f"], [105, 2, 1, "", "dtype_u"], [105, 3, 1, "", "u_exact"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit": [[106, 1, 1, "", "generalized_fisher"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher": [[106, 2, 1, "", "A"], [106, 2, 1, "", "dtype_f"], [106, 2, 1, "", "dtype_u"], [106, 2, 1, "", "dx"], [106, 3, 1, "", "eval_f"], [106, 3, 1, "", "solve_system"], [106, 3, 1, "", "u_exact"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc": [[107, 1, 1, "", "Fisher_full"], [107, 1, 1, "", "Fisher_reaction"], [107, 1, 1, "", "petsc_fisher_fullyimplicit"], [107, 1, 1, "", "petsc_fisher_multiimplicit"], [107, 1, 1, "", "petsc_fisher_semiimplicit"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full": [[107, 2, 1, "", "col"], [107, 3, 1, "", "formFunction"], [107, 3, 1, "", "formJacobian"], [107, 2, 1, "", "localX"], [107, 2, 1, "", "mx"], [107, 2, 1, "", "row"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction": [[107, 3, 1, "", "formFunction"], [107, 3, 1, "", "formJacobian"], [107, 2, 1, "", "localX"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit": [[107, 2, 1, "", "dtype_f"], [107, 3, 1, "", "eval_f"], [107, 3, 1, "", "solve_system"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit": [[107, 2, 1, "", "A"], [107, 2, 1, "", "F"], [107, 2, 1, "", "J"], [107, 2, 1, "", "dtype_f"], [107, 2, 1, "", "dtype_u"], [107, 2, 1, "", "dx"], [107, 3, 1, "", "eval_f"], [107, 3, 1, "", "get_sys_mat"], [107, 2, 1, "", "ksp"], [107, 2, 1, "", "localX"], [107, 2, 1, "", "snes"], [107, 3, 1, "", "solve_system_1"], [107, 3, 1, "", "solve_system_2"], [107, 3, 1, "", "u_exact"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit": [[107, 2, 1, "", "dtype_f"], [107, 3, 1, "", "eval_f"], [107, 3, 1, "", "solve_system"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit": [[108, 1, 1, "", "fenics_grayscott"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott": [[108, 2, 1, "", "F"], [108, 2, 1, "", "F1"], [108, 2, 1, "", "F2"], [108, 2, 1, "", "M"], [108, 2, 1, "", "V"], [108, 2, 1, "", "dtype_f"], [108, 2, 1, "", "dtype_u"], [108, 3, 1, "", "eval_f"], [108, 3, 1, "", "solve_system"], [108, 3, 1, "", "u_exact"], [108, 2, 1, "", "w"], [108, 2, 1, "", "w1"], [108, 2, 1, "", "w2"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic": [[109, 1, 1, "", "GS_full"], [109, 1, 1, "", "GS_reaction"], [109, 1, 1, "", "petsc_grayscott_fullyimplicit"], [109, 1, 1, "", "petsc_grayscott_multiimplicit"], [109, 1, 1, "", "petsc_grayscott_semiimplicit"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full": [[109, 3, 1, "", "formFunction"], [109, 3, 1, "", "formJacobian"], [109, 2, 1, "", "localX"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction": [[109, 3, 1, "", "formFunction"], [109, 3, 1, "", "formJacobian"], [109, 2, 1, "", "localX"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit": [[109, 2, 1, "", "dtype_f"], [109, 3, 1, "", "eval_f"], [109, 3, 1, "", "solve_system"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit": [[109, 2, 1, "", "AMat"], [109, 2, 1, "", "Id"], [109, 2, 1, "", "dtype_f"], [109, 2, 1, "", "dtype_u"], [109, 2, 1, "", "dx"], [109, 2, 1, "", "dy"], [109, 3, 1, "", "eval_f"], [109, 2, 1, "", "ksp"], [109, 2, 1, "", "localX"], [109, 2, 1, "", "snes"], [109, 2, 1, "", "snes_itercount"], [109, 2, 1, "", "snes_ncalls"], [109, 3, 1, "", "solve_system_1"], [109, 3, 1, "", "solve_system_2"], [109, 3, 1, "", "u_exact"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit": [[109, 2, 1, "", "dtype_f"], [109, 3, 1, "", "eval_f"], [109, 3, 1, "", "solve_system"]], "implementations.problem_classes.GrayScott_MPIFFT": [[110, 1, 1, "", "grayscott_imex_diffusion"], [110, 1, 1, "", "grayscott_imex_linear"], [110, 1, 1, "", "grayscott_mi_diffusion"], [110, 1, 1, "", "grayscott_mi_linear"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion": [[110, 2, 1, "", "Ku"], [110, 2, 1, "", "Kv"], [110, 2, 1, "", "X"], [110, 2, 1, "", "dtype_f"], [110, 2, 1, "", "dtype_u"], [110, 3, 1, "", "eval_f"], [110, 2, 1, "", "fft"], [110, 2, 1, "", "ndim"], [110, 3, 1, "", "solve_system"], [110, 3, 1, "", "u_exact"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_linear": [[110, 3, 1, "", "eval_f"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion": [[110, 2, 1, "", "Ku"], [110, 2, 1, "", "Kv"], [110, 2, 1, "", "X"], [110, 2, 1, "", "dtype_f"], [110, 3, 1, "", "eval_f"], [110, 2, 1, "", "fft"], [110, 2, 1, "", "ndim"], [110, 3, 1, "", "solve_system_1"], [110, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear": [[110, 2, 1, "", "dtype_f"], [110, 3, 1, "", "eval_f"], [110, 3, 1, "", "solve_system_1"], [110, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.HarmonicOscillator": [[111, 1, 1, "", "harmonic_oscillator"]], "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator": [[111, 2, 1, "", "dtype_f"], [111, 2, 1, "", "dtype_u"], [111, 3, 1, "", "eval_f"], [111, 3, 1, "", "eval_hamiltonian"], [111, 3, 1, "", "u_exact"], [111, 3, 1, "", "u_init"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced": [[112, 1, 1, "", "fenics_heat"], [112, 1, 1, "", "fenics_heat_mass"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat": [[112, 2, 1, "", "K"], [112, 2, 1, "", "M"], [112, 2, 1, "", "V"], [112, 3, 1, "", "apply_mass_matrix"], [112, 2, 1, "", "bc"], [112, 2, 1, "", "dtype_f"], [112, 2, 1, "", "dtype_u"], [112, 3, 1, "", "eval_f"], [112, 2, 1, "", "g"], [112, 3, 1, "", "solve_system"], [112, 3, 1, "", "u_exact"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass": [[112, 2, 1, "", "K"], [112, 2, 1, "", "M"], [112, 2, 1, "", "V"], [112, 2, 1, "", "bc"], [112, 3, 1, "", "eval_f"], [112, 2, 1, "", "g"], [112, 3, 1, "", "solve_system"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced": [[113, 1, 1, "", "fenics_heat_weak_fullyimplicit"], [113, 1, 1, "", "fenics_heat_weak_imex"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit": [[113, 2, 1, "", "M"], [113, 2, 1, "", "V"], [113, 2, 1, "", "a_K"], [113, 2, 1, "", "bc"], [113, 2, 1, "", "dtype_f"], [113, 2, 1, "", "dtype_u"], [113, 3, 1, "", "eval_f"], [113, 2, 1, "", "g"], [113, 3, 1, "", "solve_system"], [113, 3, 1, "", "u_exact"], [113, 2, 1, "", "w"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex": [[113, 2, 1, "", "M"], [113, 2, 1, "", "V"], [113, 2, 1, "", "a_K"], [113, 2, 1, "", "bc"], [113, 2, 1, "", "dtype_f"], [113, 2, 1, "", "dtype_u"], [113, 3, 1, "", "eval_f"], [113, 2, 1, "", "g"], [113, 3, 1, "", "solve_system"], [113, 2, 1, "", "u"], [113, 3, 1, "", "u_exact"], [113, 2, 1, "", "v"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced": [[114, 1, 1, "", "heat2d_petsc_forced"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced": [[114, 2, 1, "", "A"], [114, 2, 1, "", "Id"], [114, 2, 1, "", "dtype_f"], [114, 2, 1, "", "dtype_u"], [114, 2, 1, "", "dx"], [114, 2, 1, "", "dy"], [114, 3, 1, "", "eval_f"], [114, 2, 1, "", "ksp"], [114, 2, 1, "", "ksp_itercount"], [114, 2, 1, "", "ksp_ncalls"], [114, 3, 1, "", "solve_system"], [114, 3, 1, "", "u_exact"]], "implementations.problem_classes.HeatEquation_ND_FD": [[115, 1, 1, "", "heatNd_forced"], [115, 1, 1, "", "heatNd_unforced"]], "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced": [[115, 2, 1, "", "dtype_f"], [115, 3, 1, "", "eval_f"], [115, 3, 1, "", "u_exact"]], "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced": [[115, 2, 1, "", "A"], [115, 2, 1, "", "Id"], [115, 3, 1, "", "u_exact"]], "implementations.problem_classes.HenonHeiles": [[117, 1, 1, "", "henon_heiles"]], "implementations.problem_classes.HenonHeiles.henon_heiles": [[117, 2, 1, "", "dtype_f"], [117, 2, 1, "", "dtype_u"], [117, 3, 1, "", "eval_f"], [117, 3, 1, "", "eval_hamiltonian"], [117, 3, 1, "", "u_exact"]], "implementations.problem_classes.LogisticEquation": [[118, 1, 1, "", "logistics_equation"]], "implementations.problem_classes.LogisticEquation.logistics_equation": [[118, 2, 1, "", "dtype_f"], [118, 2, 1, "", "dtype_u"], [118, 3, 1, "", "eval_f"], [118, 3, 1, "", "solve_system"], [118, 3, 1, "", "u_exact"]], "implementations.problem_classes.Lorenz": [[119, 1, 1, "", "LorenzAttractor"]], "implementations.problem_classes.Lorenz.LorenzAttractor": [[119, 2, 1, "", "dtype_f"], [119, 2, 1, "", "dtype_u"], [119, 3, 1, "", "eval_f"], [119, 3, 1, "", "solve_system"], [119, 3, 1, "", "u_exact"], [119, 2, 1, "", "work_counter"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT": [[120, 1, 1, "", "nonlinearschroedinger_fully_implicit"], [120, 1, 1, "", "nonlinearschroedinger_imex"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit": [[120, 2, 1, "", "dtype_f"], [120, 2, 1, "", "dtype_u"], [120, 3, 1, "", "eval_f"], [120, 3, 1, "", "solve_system"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex": [[120, 2, 1, "", "K2"], [120, 2, 1, "", "X"], [120, 2, 1, "", "dtype_f"], [120, 2, 1, "", "dtype_u"], [120, 3, 1, "", "eval_f"], [120, 2, 1, "", "fft"], [120, 3, 1, "", "solve_system"], [120, 3, 1, "", "u_exact"]], "implementations.problem_classes.OuterSolarSystem": [[121, 1, 1, "", "outer_solar_system"]], "implementations.problem_classes.OuterSolarSystem.outer_solar_system": [[121, 2, 1, "id0", "G"], [121, 2, 1, "", "dtype_f"], [121, 2, 1, "", "dtype_u"], [121, 3, 1, "", "eval_f"], [121, 3, 1, "", "eval_hamiltonian"], [121, 3, 1, "", "u_exact"]], "implementations.problem_classes.PenningTrap_3D": [[122, 1, 1, "", "penningtrap"]], "implementations.problem_classes.PenningTrap_3D.penningtrap": [[122, 3, 1, "", "boris_solver"], [122, 3, 1, "", "build_f"], [122, 2, 1, "", "dtype_f"], [122, 2, 1, "", "dtype_u"], [122, 3, 1, "", "eval_f"], [122, 3, 1, "", "fast_interactions"], [122, 3, 1, "", "get_interactions"], [122, 3, 1, "", "u_exact"], [122, 3, 1, "", "u_init"], [122, 2, 1, "", "work_counter"]], "implementations.problem_classes.Piline": [[123, 1, 1, "", "piline"]], "implementations.problem_classes.Piline.piline": [[123, 2, 1, "", "dtype_f"], [123, 2, 1, "", "dtype_u"], [123, 3, 1, "", "eval_f"], [123, 3, 1, "", "solve_system"], [123, 3, 1, "", "u_exact"]], "implementations.problem_classes.Quench": [[124, 1, 1, "", "Quench"], [124, 1, 1, "", "QuenchIMEX"]], "implementations.problem_classes.Quench.Quench": [[124, 2, 1, "", "A"], [124, 2, 1, "", "Id"], [124, 2, 1, "", "dtype_f"], [124, 2, 1, "", "dtype_u"], [124, 2, 1, "", "dx"], [124, 3, 1, "", "eval_f"], [124, 3, 1, "", "eval_f_non_linear"], [124, 3, 1, "", "get_non_linear_Jacobian"], [124, 2, 1, "", "leak"], [124, 3, 1, "", "solve_system"], [124, 3, 1, "", "u_exact"], [124, 2, 1, "", "xv"]], "implementations.problem_classes.Quench.QuenchIMEX": [[124, 2, 1, "", "dtype_f"], [124, 3, 1, "", "eval_f"], [124, 3, 1, "", "solve_system"], [124, 3, 1, "", "u_exact"]], "implementations.problem_classes.TestEquation_0D": [[125, 1, 1, "", "testequation0d"]], "implementations.problem_classes.TestEquation_0D.testequation0d": [[125, 2, 1, "", "A"], [125, 2, 1, "", "dtype_f"], [125, 2, 1, "", "dtype_u"], [125, 3, 1, "", "eval_f"], [125, 3, 1, "", "solve_system"], [125, 3, 1, "", "u_exact"]], "implementations.problem_classes.Van_der_Pol_implicit": [[126, 1, 1, "", "vanderpol"]], "implementations.problem_classes.Van_der_Pol_implicit.vanderpol": [[126, 2, 1, "", "dtype_f"], [126, 2, 1, "", "dtype_u"], [126, 3, 1, "", "eval_f"], [126, 3, 1, "", "solve_system"], [126, 3, 1, "", "u_exact"], [126, 2, 1, "", "work_counters"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic": [[127, 1, 1, "", "fenics_vortex_2d"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d": [[127, 2, 1, "", "K"], [127, 2, 1, "", "M"], [127, 2, 1, "", "V"], [127, 2, 1, "", "dtype_f"], [127, 2, 1, "", "dtype_u"], [127, 3, 1, "", "eval_f"], [127, 3, 1, "", "solve_system"], [127, 3, 1, "", "u_exact"]], "implementations.problem_classes.acoustic_helpers": [[129, 0, 0, "-", "buildFDMatrix"], [130, 0, 0, "-", "buildWave1DMatrix"], [131, 0, 0, "-", "standard_integrators"]], "implementations.problem_classes.acoustic_helpers.buildFDMatrix": [[129, 6, 1, "", "getBCLeft"], [129, 6, 1, "", "getBCRight"], [129, 6, 1, "", "getHorizontalDx"], [129, 6, 1, "", "getMatrix"]], "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix": [[130, 6, 1, "", "getWave1DAdvectionMatrix"], [130, 6, 1, "", "getWave1DMatrix"], [130, 6, 1, "", "getWaveBCLeft"], [130, 6, 1, "", "getWaveBCRight"]], "implementations.problem_classes.acoustic_helpers.standard_integrators": [[131, 1, 1, "", "bdf2"], [131, 1, 1, "", "dirk"], [131, 1, 1, "", "rk_imex"], [131, 1, 1, "", "trapezoidal"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2": [[131, 3, 1, "", "firsttimestep"], [131, 3, 1, "", "timestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk": [[131, 3, 1, "", "f"], [131, 3, 1, "", "f_solve"], [131, 3, 1, "", "timestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex": [[131, 3, 1, "", "f_fast"], [131, 3, 1, "", "f_fast_solve"], [131, 3, 1, "", "f_slow"], [131, 3, 1, "", "timestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal": [[131, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers": [[133, 0, 0, "-", "build2DFDMatrix"], [134, 0, 0, "-", "buildBoussinesq2DMatrix"], [135, 0, 0, "-", "buildFDMatrix"], [136, 0, 0, "-", "helper_classes"], [137, 0, 0, "-", "standard_integrators"], [138, 0, 0, "-", "unflatten"]], "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix": [[133, 6, 1, "", "get2DMatrix"], [133, 6, 1, "", "get2DMesh"], [133, 6, 1, "", "get2DUpwindMatrix"], [133, 6, 1, "", "getBCHorizontal"], [133, 6, 1, "", "getBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix": [[134, 6, 1, "", "getBoussinesq2DMatrix"], [134, 6, 1, "", "getBoussinesq2DUpwindMatrix"], [134, 6, 1, "", "getBoussinesqBCHorizontal"], [134, 6, 1, "", "getBoussinesqBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildFDMatrix": [[135, 6, 1, "", "getBCLeft"], [135, 6, 1, "", "getBCRight"], [135, 6, 1, "", "getMatrix"], [135, 6, 1, "", "getUpwindMatrix"]], "implementations.problem_classes.boussinesq_helpers.helper_classes": [[136, 1, 1, "", "Callback"], [136, 1, 1, "", "logging"]], "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback": [[136, 3, 1, "", "getcounter"], [136, 3, 1, "", "getresidual"]], "implementations.problem_classes.boussinesq_helpers.helper_classes.logging": [[136, 3, 1, "", "add"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators": [[137, 1, 1, "", "SplitExplicit"], [137, 1, 1, "", "bdf2"], [137, 1, 1, "", "dirk"], [137, 1, 1, "", "rk_imex"], [137, 1, 1, "", "trapezoidal"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit": [[137, 3, 1, "", "NumSmallTimeSteps"], [137, 3, 1, "", "RK3Lin"], [137, 3, 1, "", "VerletLin"], [137, 3, 1, "", "f_fast"], [137, 3, 1, "", "f_fastMom"], [137, 3, 1, "", "f_fastTher"], [137, 3, 1, "", "f_slow"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2": [[137, 3, 1, "", "f"], [137, 3, 1, "", "f_solve"], [137, 3, 1, "", "firsttimestep"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk": [[137, 3, 1, "", "f"], [137, 3, 1, "", "f_solve"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex": [[137, 3, 1, "", "f_fast"], [137, 3, 1, "", "f_fast_solve"], [137, 3, 1, "", "f_slow"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal": [[137, 3, 1, "", "f"], [137, 3, 1, "", "f_solve"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.unflatten": [[138, 6, 1, "", "unflatten"]], "implementations.problem_classes.generic_ND_FD": [[139, 1, 1, "", "GenericNDimFinDiff"]], "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff": [[139, 2, 1, "", "A"], [139, 2, 1, "", "Id"], [139, 2, 1, "", "dtype_f"], [139, 2, 1, "", "dtype_u"], [139, 4, 1, "", "dx"], [139, 3, 1, "", "eval_f"], [139, 3, 1, "", "get_default_sweeper_class"], [139, 4, 1, "", "grids"], [139, 4, 1, "", "ndim"], [139, 3, 1, "", "solve_system"], [139, 2, 1, "", "xvalues"]], "implementations.problem_classes.nonlinear_ODE_1": [[140, 1, 1, "", "nonlinear_ODE_1"]], "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1": [[140, 2, 1, "", "dtype_f"], [140, 2, 1, "", "dtype_u"], [140, 3, 1, "", "eval_f"], [140, 2, 1, "", "newton_itercount"], [140, 2, 1, "", "newton_ncalls"], [140, 3, 1, "", "solve_system"], [140, 3, 1, "", "u_exact"]], "implementations.problem_classes.polynomial_test_problem": [[141, 1, 1, "", "polynomial_testequation"], [141, 1, 1, "", "polynomial_testequation_IMEX"]], "implementations.problem_classes.polynomial_test_problem.polynomial_testequation": [[141, 2, 1, "", "dtype_f"], [141, 2, 1, "", "dtype_u"], [141, 3, 1, "", "eval_f"], [141, 3, 1, "", "solve_system"], [141, 3, 1, "", "u_exact"]], "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX": [[141, 2, 1, "", "dtype_f"], [141, 3, 1, "", "eval_f"]], "implementations.sweeper_classes": [[143, 0, 0, "-", "Multistep"], [144, 0, 0, "-", "Runge_Kutta"], [145, 0, 0, "-", "Runge_Kutta_Nystrom"], [146, 0, 0, "-", "boris_2nd_order"], [147, 0, 0, "-", "explicit"], [148, 0, 0, "-", "generic_implicit"], [149, 0, 0, "-", "generic_implicit_MPI"], [150, 0, 0, "-", "imex_1st_order"], [151, 0, 0, "-", "imex_1st_order_MPI"], [152, 0, 0, "-", "imex_1st_order_mass"], [153, 0, 0, "-", "multi_implicit"], [154, 0, 0, "-", "verlet"]], "implementations.sweeper_classes.Multistep": [[143, 1, 1, "", "AdamsBashforthExplicit1Step"], [143, 1, 1, "", "AdamsMoultonImplicit1Step"], [143, 1, 1, "", "AdamsMoultonImplicit2Step"], [143, 1, 1, "", "BackwardEuler"], [143, 1, 1, "", "Cache"], [143, 1, 1, "", "MultiStep"]], "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"]], "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"]], "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"], [143, 3, 1, "", "generate_starting_values"]], "implementations.sweeper_classes.Multistep.BackwardEuler": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"]], "implementations.sweeper_classes.Multistep.Cache": [[143, 3, 1, "", "update"]], "implementations.sweeper_classes.Multistep.MultiStep": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"], [143, 3, 1, "", "compute_end_point"], [143, 3, 1, "", "compute_residual"], [143, 3, 1, "", "generate_starting_values"], [143, 3, 1, "", "predict"], [143, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.Runge_Kutta": [[144, 1, 1, "", "ARK54"], [144, 1, 1, "", "ARK548L2SA"], [144, 1, 1, "", "ARK548L2SAERK"], [144, 1, 1, "", "ARK548L2SAERK2"], [144, 1, 1, "", "ARK548L2SAESDIRK"], [144, 1, 1, "", "ARK548L2SAESDIRK2"], [144, 1, 1, "", "BackwardEuler"], [144, 1, 1, "", "ButcherTableau"], [144, 1, 1, "", "ButcherTableauEmbedded"], [144, 1, 1, "", "Cash_Karp"], [144, 1, 1, "", "CrankNicholson"], [144, 1, 1, "", "DIRK43"], [144, 1, 1, "", "ESDIRK53"], [144, 1, 1, "", "ExplicitMidpointMethod"], [144, 1, 1, "", "ForwardEuler"], [144, 1, 1, "", "Heun_Euler"], [144, 1, 1, "", "ImplicitMidpointMethod"], [144, 1, 1, "", "RK4"], [144, 1, 1, "", "RungeKutta"], [144, 1, 1, "", "RungeKuttaIMEX"]], "implementations.sweeper_classes.Runge_Kutta.ARK54": [[144, 2, 1, "", "ButcherTableauClass"], [144, 2, 1, "", "ButcherTableauClass_explicit"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "matrix_explicit"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA": [[144, 2, 1, "", "ButcherTableauClass"], [144, 2, 1, "", "ButcherTableauClass_explicit"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "matrix_explicit"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2": [[144, 2, 1, "", "matrix"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK": [[144, 2, 1, "", "matrix"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2": [[144, 2, 1, "", "ButcherTableauClass"], [144, 2, 1, "", "gamma"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "i"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.BackwardEuler": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.Cash_Karp": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.CrankNicholson": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.DIRK43": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ESDIRK53": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ForwardEuler": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.Heun_Euler": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.RK4": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.RungeKutta": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "compute_end_point"], [144, 3, 1, "", "get_Butcher_tableau"], [144, 3, 1, "", "get_Q_matrix"], [144, 3, 1, "", "get_full_f"], [144, 3, 1, "", "get_update_order"], [144, 3, 1, "", "integrate"], [144, 4, 1, "", "level"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 3, 1, "", "predict"], [144, 3, 1, "", "update_nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX": [[144, 2, 1, "", "ButcherTableauClass_explicit"], [144, 3, 1, "", "get_Butcher_tableau_explicit"], [144, 3, 1, "", "integrate"], [144, 2, 1, "", "matrix_explicit"], [144, 3, 1, "", "predict"], [144, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom": [[145, 1, 1, "", "RKN"], [145, 1, 1, "", "RungeKuttaNystrom"], [145, 1, 1, "", "Velocity_Verlet"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom": [[145, 3, 1, "", "compute_end_point"], [145, 3, 1, "", "get_full_f"], [145, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.boris_2nd_order": [[146, 1, 1, "", "boris_2nd_order"]], "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order": [[146, 2, 1, "", "S"], [146, 2, 1, "", "SQ"], [146, 2, 1, "", "ST"], [146, 2, 1, "", "Sx"], [146, 3, 1, "", "compute_end_point"], [146, 3, 1, "", "get_scalar_problems_manysweep_mats"], [146, 3, 1, "", "get_scalar_problems_picardsweep_mats"], [146, 3, 1, "", "get_scalar_problems_sweeper_mats"], [146, 3, 1, "", "get_sweeper_mats"], [146, 3, 1, "", "integrate"], [146, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.explicit": [[147, 1, 1, "", "explicit"]], "implementations.sweeper_classes.explicit.explicit": [[147, 2, 1, "", "QE"], [147, 3, 1, "", "compute_end_point"], [147, 3, 1, "", "integrate"], [147, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.generic_implicit": [[148, 1, 1, "", "generic_implicit"]], "implementations.sweeper_classes.generic_implicit.generic_implicit": [[148, 2, 1, "", "QI"], [148, 3, 1, "", "compute_end_point"], [148, 3, 1, "", "integrate"], [148, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.generic_implicit_MPI": [[149, 1, 1, "", "SweeperMPI"], [149, 1, 1, "", "generic_implicit_MPI"]], "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI": [[149, 4, 1, "", "comm"], [149, 3, 1, "", "compute_end_point"], [149, 3, 1, "", "compute_residual"], [149, 3, 1, "", "predict"], [149, 4, 1, "", "rank"]], "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI": [[149, 3, 1, "", "compute_end_point"], [149, 3, 1, "", "integrate"], [149, 2, 1, "", "rank"], [149, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.imex_1st_order": [[150, 1, 1, "", "imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order.imex_1st_order": [[150, 2, 1, "", "QE"], [150, 2, 1, "", "QI"], [150, 3, 1, "", "compute_end_point"], [150, 3, 1, "", "get_scalar_problems_manysweep_mat"], [150, 3, 1, "", "get_scalar_problems_sweeper_mats"], [150, 3, 1, "", "get_sweeper_mats"], [150, 3, 1, "", "integrate"], [150, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.imex_1st_order_MPI": [[151, 1, 1, "", "imex_1st_order_MPI"]], "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI": [[151, 3, 1, "", "compute_end_point"], [151, 3, 1, "", "integrate"], [151, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.imex_1st_order_mass": [[152, 1, 1, "", "imex_1st_order_mass"]], "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass": [[152, 3, 1, "", "compute_end_point"], [152, 3, 1, "", "compute_residual"], [152, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.multi_implicit": [[153, 1, 1, "", "multi_implicit"]], "implementations.sweeper_classes.multi_implicit.multi_implicit": [[153, 2, 1, "", "Q1"], [153, 2, 1, "", "Q2"], [153, 3, 1, "", "compute_end_point"], [153, 3, 1, "", "integrate"], [153, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.verlet": [[154, 1, 1, "", "verlet"]], "implementations.sweeper_classes.verlet.verlet": [[154, 2, 1, "", "QQ"], [154, 2, 1, "", "QT"], [154, 2, 1, "", "Qx"], [154, 3, 1, "", "compute_end_point"], [154, 3, 1, "", "integrate"], [154, 2, 1, "", "qQ"], [154, 3, 1, "", "update_nodes"]], "implementations.transfer_classes": [[156, 0, 0, "-", "BaseTransfer_mass"], [157, 0, 0, "-", "TransferFenicsMesh"], [158, 0, 0, "-", "TransferMesh"], [159, 0, 0, "-", "TransferMesh_FFT"], [160, 0, 0, "-", "TransferMesh_FFT2D"], [161, 0, 0, "-", "TransferMesh_MPIFFT"], [162, 0, 0, "-", "TransferMesh_NoCoarse"], [163, 0, 0, "-", "TransferPETScDMDA"], [164, 0, 0, "-", "TransferParticles_NoCoarse"]], "implementations.transfer_classes.BaseTransfer_mass": [[156, 1, 1, "", "base_transfer_mass"]], "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass": [[156, 2, 1, "", "coarse"], [156, 2, 1, "", "fine"], [156, 2, 1, "", "logger"], [156, 2, 1, "", "params"], [156, 3, 1, "", "prolong"], [156, 3, 1, "", "prolong_f"], [156, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferFenicsMesh": [[157, 1, 1, "", "mesh_to_mesh_fenics"]], "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics": [[157, 3, 1, "", "project"], [157, 3, 1, "", "prolong"], [157, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh": [[158, 1, 1, "", "mesh_to_mesh"]], "implementations.transfer_classes.TransferMesh.mesh_to_mesh": [[158, 2, 1, "", "Pspace"], [158, 2, 1, "", "Rspace"], [158, 3, 1, "", "prolong"], [158, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh_FFT": [[159, 1, 1, "", "mesh_to_mesh_fft"]], "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft": [[159, 2, 1, "", "irfft_object_fine"], [159, 3, 1, "", "prolong"], [159, 3, 1, "", "restrict"], [159, 2, 1, "", "rfft_object_coarse"]], "implementations.transfer_classes.TransferMesh_FFT2D": [[160, 1, 1, "", "mesh_to_mesh_fft2d"]], "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d": [[160, 2, 1, "", "Pspace"], [160, 2, 1, "", "Rspace"], [160, 3, 1, "", "prolong"], [160, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh_MPIFFT": [[161, 1, 1, "", "fft_to_fft"]], "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft": [[161, 3, 1, "", "prolong"], [161, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh_NoCoarse": [[162, 1, 1, "", "mesh_to_mesh"]], "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh": [[162, 2, 1, "", "Pspace"], [162, 2, 1, "", "Rspace"], [162, 3, 1, "", "prolong"], [162, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferPETScDMDA": [[163, 1, 1, "", "mesh_to_mesh_petsc_dmda"]], "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda": [[163, 3, 1, "", "prolong"], [163, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferParticles_NoCoarse": [[164, 1, 1, "", "particles_to_particles"]], "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles": [[164, 3, 1, "", "prolong"], [164, 3, 1, "", "restrict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:method", "4": "py:property", "5": "py:exception", "6": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "method", "Python method"], "4": ["py", "property", "Python property"], "5": ["py", "exception", "Python exception"], "6": ["py", "function", "Python function"]}, "titleterms": {"changelog": 0, "contributor": 1, "coven": 1, "code": [1, 5, 8, 36], "conduct": 1, "our": 1, "pledg": 1, "standard": 1, "enforc": 1, "respons": 1, "scope": 1, "guidelin": [1, 7], "1": [1, 191], "correct": [1, 14], "2": [1, 192], "warn": 1, "3": [1, 193], "temporari": 1, "ban": 1, "4": [1, 194], "perman": 1, "attribut": [1, 6], "how": [2, 3, 9], "contribut": [2, 3, 4, 9], "pysdc": [2, 3, 5, 6, 9, 18, 36, 192, 197], "welcom": [3, 9], "featur": [3, 4, 9], "get": [3, 9, 193], "start": [3, 9], "cite": [3, 9], "acknowledg": [3, 9], "recommend": 4, "pull": 4, "request": 4, "main": 4, "branch": 4, "releas": 4, "develop": 4, "continu": [5, 198], "integr": 5, "lint": 5, "test": [5, 9, 14, 15, 191], "coverag": 5, "except": 5, "document": [5, 8, 9], "gener": 5, "name": 6, "convent": 6, "first": [6, 191, 192, 195], "definit": 6, "packag": [6, 37, 52, 60, 61, 64, 81, 87, 128, 132, 142, 155], "modul": [6, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164], "class": [6, 7, 73], "function": 6, "variabl": 6, "privat": 6, "public": 6, "constant": 6, "custom": 7, "implement": [7, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164], "problem": [7, 10, 12, 35, 48, 191], "user": 9, "guid": 9, "tutori": 9, "playground": 9, "project": [9, 11, 17], "api": 9, "allen": 10, "cahn": 10, "from": 10, "bayreuth": 10, "verif": 10, "benchmark": 10, "applic": 10, "further": 10, "relat": 10, "file": 10, "solv": 11, "differenti": 11, "algebra": 11, "equat": [11, 16], "sdc": [11, 15, 16, 33, 35, 194, 198], "overview": 11, "theoret": [11, 33], "detail": 11, "second": 12, "order": 12, "simpl": 12, "solar": 12, "system": [12, 13], "fermi": 12, "pasta": 12, "ulam": 12, "tsingou": 12, "parallel": [13, 35, 196, 197], "time": [13, 197], "simul": 13, "multi": [13, 14, 198], "modal": 13, "energi": 13, "what": [13, 16], "ar": 13, "switch": 13, "process": 13, "power": 13, "pi": 13, "line": 13, "buck": 13, "convert": 13, "batteri": [13, 99], "drain": 13, "model": 13, "rdc": 14, "ration": 14, "defer": 14, "converg": [14, 17], "level": [14, 46], "pfasst": [14, 17, 34, 195, 196], "resili": 15, "i": 16, "fastest": 16, "variant": 16, "fisher": 16, "grai": 16, "scott": 16, "asymptot": 17, "organis": 17, "compress": 18, "introduct": 18, "method": 18, "proof": 18, "concept": 18, "fast": 33, "wave": 33, "slow": 33, "result": [33, 36], "acoust": 33, "advect": [33, 195], "exampl": 33, "boussinesq": 33, "matrix": 34, "base": [34, 73], "version": 34, "propag": 34, "attempt": 35, "differ": 35, "precondition": 35, "node": [35, 47, 193], "mpi": [35, 196], "simplifi": 35, "newton": 35, "nonlinear": 35, "perform": 36, "analysi": 36, "python": 36, "jobscript": 36, "core": [37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51], "submodul": [37, 52, 61, 64, 81, 87, 128, 132, 142, 155], "content": [37, 52, 60, 61, 64, 81, 87, 128, 132, 142, 155], "basetransf": 38, "colloc": [39, 191, 193], "common": 40, "descript": [40, 48], "control": [41, 196], "convergencecontrol": 42, "error": [43, 73], "hook": 44, "lagrang": 45, "spacetransf": 49, "step": [50, 191, 192, 193, 194, 195, 196, 197, 198], "sweeper": [51, 192, 193], "helper": [52, 53, 54, 55, 56, 57, 58, 59], "plot_help": 53, "problem_help": 54, "pysdc_help": 55, "setup_help": 56, "stats_help": 57, "transfer_help": 58, "visualization_tool": 59, "subpackag": [60, 87], "controller_class": [61, 62, 63], "controller_mpi": 62, "controller_nonmpi": 63, "convergence_controller_class": [64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80], "adaptive_colloc": 65, "adapt": 66, "basic_restart": 67, "check_converg": 68, "check_iteration_estim": 69, "crash": 70, "estimate_contraction_factor": 71, "estimate_embedded_error": 72, "estimate_extrapolation_error": 73, "abstract": 73, "extrapol": 73, "estim": [73, 198], "estimate_polynomial_error": 74, "hotrod": 75, "inexact": 76, "interpolate_between_restart": 77, "spread_step_s": 78, "step_size_limit": 79, "store_uold": 80, "datatype_class": [81, 82, 83, 84, 85, 86], "cupy_mesh": 82, "fenics_mesh": 83, "mesh": 84, "particl": [85, 194], "petsc_vec": 86, "problem_class": [87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141], "acousticadvection_1d_fd_imex": 88, "advectiondiffusionequation_1d_fft": 89, "advectionequation_nd_fd": 90, "allencahn_1d_fd": 91, "allencahn_2d_fd": 92, "allencahn_2d_fd_gpu": 93, "allencahn_2d_fft": 94, "allencahn_2d_fft_gpu": 95, "allencahn_mpifft": 96, "allencahn_temp_mpifft": 97, "auzinger_implicit": 98, "boussinesq_2d_fd_imex": 100, "buckconvert": 101, "discontinuoustestod": 102, "fastwaveslowwave_0d": 103, "fermipastaulamtsing": 104, "fullsolarsystem": 105, "generalizedfisher_1d_fd_implicit": 106, "generalizedfisher_1d_petsc": 107, "grayscott_1d_fenics_implicit": 108, "grayscott_2d_petsc_period": 109, "grayscott_mpifft": 110, "harmonicoscil": 111, "heatequation_1d_fenics_matrix_forc": 112, "heatequation_1d_fenics_weak_forc": 113, "heatequation_2d_petsc_forc": 114, "heatequation_nd_fd": 115, "heatequation_nd_fd_cupi": 116, "henonheil": 117, "logisticequ": 118, "lorenz": 119, "nonlinearschroedinger_mpifft": 120, "outersolarsystem": 121, "penningtrap_3d": 122, "pilin": 123, "quench": 124, "testequation_0d": 125, "van_der_pol_implicit": 126, "vorticityvelocity_2d_fenics_period": 127, "acoustic_help": [128, 129, 130, 131], "buildfdmatrix": [129, 135], "buildwave1dmatrix": 130, "standard_integr": [131, 137], "boussinesq_help": [132, 133, 134, 135, 136, 137, 138], "build2dfdmatrix": 133, "buildboussinesq2dmatrix": 134, "helper_class": 136, "unflatten": 138, "generic_nd_fd": 139, "nonlinear_ode_1": 140, "polynomial_test_problem": 141, "sweeper_class": [142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154], "multistep": [143, 195], "runge_kutta": 144, "runge_kutta_nystrom": 145, "boris_2nd_ord": 146, "explicit": 147, "generic_implicit": 148, "generic_implicit_mpi": 149, "imex_1st_ord": 150, "imex_1st_order_mpi": 151, "imex_1st_order_mass": 152, "multi_implicit": 153, "verlet": 154, "transfer_class": [155, 156, 157, 158, 159, 160, 161, 162, 163, 164], "basetransfer_mass": 156, "transferfenicsmesh": 157, "transfermesh": 158, "transfermesh_fft": 159, "transfermesh_fft2d": 160, "transfermesh_mpifft": 161, "transfermesh_nocoars": 162, "transferpetscdmda": 163, "transferparticles_nocoars": 164, "A": [191, 192, 193, 194, 195, 196, 197, 198], "spatial": [191, 194], "part": [191, 192, 193, 194, 195, 196, 197, 198], "setup": 191, "b": [191, 192, 193, 194, 195, 196, 197, 198], "accuraci": 191, "check": 191, "c": [191, 192, 193, 194, 195, 196, 197, 198], "d": [191, 194], "data": 192, "structur": 192, "my": [192, 195], "us": 192, "": 192, "frontend": 192, "statist": 193, "new": 193, "ad": 193, "studi": 193, "type": 193, "multilevel": [194, 195], "transfer": 194, "oper": 194, "hierarchi": [194, 195], "v": 194, "mlsdc": 194, "5": 195, "run": 195, "6": 196, "advanc": [196, 198], "The": 196, "nonmpi": 196, "odd": 196, "tempor": 196, "distribut": 196, "7": 197, "extern": 197, "librari": 197, "fenic": 197, "mpi4pi": 197, "fft": 197, "fourier": 197, "transform": 197, "space": 197, "petsc": 197, "8": 198, "topic": 198, "visual": 198, "residu": 198, "iter": 198, "x": 198, "To": 198}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx": 60}, "alltitles": {"Changelog": [[0, "changelog"]], "Contributor Covenant Code of Conduct": [[1, "contributor-covenant-code-of-conduct"]], "Our Pledge": [[1, "our-pledge"]], "Our Standards": [[1, "our-standards"]], "Enforcement Responsibilities": [[1, "enforcement-responsibilities"]], "Scope": [[1, "scope"]], "Enforcement": [[1, "enforcement"]], "Enforcement Guidelines": [[1, "enforcement-guidelines"]], "1. Correction": [[1, "correction"]], "2. Warning": [[1, "warning"]], "3. Temporary Ban": [[1, "temporary-ban"]], "4. Permanent Ban": [[1, "permanent-ban"]], "Attribution": [[1, "attribution"]], "How to contribute to pySDC": [[2, "how-to-contribute-to-pysdc"]], "Welcome to pySDC!": [[3, "welcome-to-pysdc"], [9, "welcome-to-pysdc"]], "Features": [[3, "features"], [9, "features"]], "Getting started": [[3, "getting-started"], [9, "getting-started"]], "How to cite": [[3, "how-to-cite"], [9, "how-to-cite"]], "Contributing": [[3, "contributing"], [9, "contributing"]], "Acknowledgements": [[3, "acknowledgements"], [9, "acknowledgements"]], "Recommendations for pull requests": [[4, "recommendations-for-pull-requests"]], "Contributing to the main branch": [[4, "contributing-to-the-main-branch"]], "Release development branches": [[4, "release-development-branches"]], "Feature development branches": [[4, "feature-development-branches"]], "Continuous Integration in pySDC": [[5, "continuous-integration-in-pysdc"]], "Code linting": [[5, "code-linting"]], "Code testing": [[5, "code-testing"]], "Code coverage": [[5, "code-coverage"]], "Coverage exceptions": [[5, "coverage-exceptions"]], "Documentation generation": [[5, "documentation-generation"]], "Naming conventions in pySDC": [[6, "naming-conventions-in-pysdc"]], "First definitions": [[6, "first-definitions"]], "Packages and modules names": [[6, "packages-and-modules-names"]], "Class names": [[6, "class-names"]], "Function and variables names": [[6, "function-and-variables-names"]], "Private and public attributes": [[6, "private-and-public-attributes"]], "Constants": [[6, "constants"]], "Custom implementation guidelines": [[7, "custom-implementation-guidelines"]], "Implementing a custom problem class": [[7, "implementing-a-custom-problem-class"]], "Documenting Code": [[8, "documenting-code"]], "Tests": [[9, "tests"], [15, "tests"]], "User Guide": [[9, "user-guide"]], "Tutorial": [[9, "tutorial"]], "Playgrounds": [[9, "playgrounds"]], "Projects": [[9, "projects"]], "API documentation": [[9, "api-documentation"]], "Allen-Cahn problems from Bayreuth": [[10, "allen-cahn-problems-from-bayreuth"]], "Verification": [[10, "verification"]], "Benchmark": [[10, "benchmark"]], "Application": [[10, "application"]], "Further/related files": [[10, "further-related-files"]], "Solving differential algebraic equations with SDC": [[11, "solving-differential-algebraic-equations-with-sdc"]], "Project overview": [[11, "project-overview"]], "Theoretical details": [[11, "theoretical-details"]], "Second-order Problems": [[12, "second-order-problems"]], "Simple problems": [[12, "simple-problems"]], "Solar system problem": [[12, "solar-system-problem"]], "Fermi-Pasta-Ulam-Tsingou problem": [[12, "fermi-pasta-ulam-tsingou-problem"]], "Parallel-in-time simulation for multi-modal energy systems": [[13, "parallel-in-time-simulation-for-multi-modal-energy-systems"]], "What are switching processes in power systems?": [[13, "what-are-switching-processes-in-power-systems"]], "Pi-line": [[13, "pi-line"]], "Buck converter": [[13, "buck-converter"]], "Battery drain model": [[13, "battery-drain-model"]], "RDC: Rational Deferred Corrections": [[14, "rdc-rational-deferred-corrections"]], "Testing RDC convergence": [[14, "testing-rdc-convergence"]], "Multi-level RDC and PFASST with RDC": [[14, "multi-level-rdc-and-pfasst-with-rdc"]], "Resilience in SDC": [[15, "resilience-in-sdc"]], "What is the fastest SDC variant?": [[16, "what-is-the-fastest-sdc-variant"]], "Fisher and Gray-Scott equations": [[16, "fisher-and-gray-scott-equations"]], "Asymptotic convergence of PFASST": [[17, "asymptotic-convergence-of-pfasst"]], "Organisation of the project": [[17, "organisation-of-the-project"]], "Compression in pySDC": [[18, "compression-in-pysdc"]], "Introduction": [[18, "introduction"]], "Methods": [[18, "methods"]], "Proof of Concept": [[18, "proof-of-concept"]], "Fast-Wave-Slow-Wave SDC": [[33, "fast-wave-slow-wave-sdc"]], "Theoretical results": [[33, "theoretical-results"]], "Acoustic-advection example": [[33, "acoustic-advection-example"]], "Boussinesq example": [[33, "boussinesq-example"]], "Matrix-based versions of PFASST": [[34, "matrix-based-versions-of-pfasst"]], "Matrix-based PFASST": [[34, "matrix-based-pfasst"]], "Propagator-based PFASST": [[34, "propagator-based-pfasst"]], "Attempts to parallelize SDC": [[35, "attempts-to-parallelize-sdc"]], "Different preconditioners for SDC": [[35, "different-preconditioners-for-sdc"]], "Node-parallel SDC with MPI": [[35, "node-parallel-sdc-with-mpi"], [35, "id1"]], "Simplified Newton for nonlinear problems": [[35, "simplified-newton-for-nonlinear-problems"]], "Performance analysis of pySDC": [[36, "performance-analysis-of-pysdc"]], "Python codes": [[36, "python-codes"]], "Jobscripts": [[36, "jobscripts"]], "Results": [[36, "results"]], "core package": [[37, "core-package"]], "Submodules": [[37, "submodules"], [52, "submodules"], [61, "submodules"], [64, "submodules"], [81, "submodules"], [87, "submodules"], [128, "submodules"], [132, "submodules"], [142, "submodules"], [155, "submodules"]], "Module contents": [[37, "module-core"], [52, "module-helpers"], [60, "module-implementations"], [61, "module-implementations.controller_classes"], [64, "module-implementations.convergence_controller_classes"], [81, "module-implementations.datatype_classes"], [87, "module-implementations.problem_classes"], [128, "module-implementations.problem_classes.acoustic_helpers"], [132, "module-implementations.problem_classes.boussinesq_helpers"], [142, "module-implementations.sweeper_classes"], [155, "module-implementations.transfer_classes"]], "core.BaseTransfer module": [[38, "module-core.BaseTransfer"]], "core.Collocation module": [[39, "module-core.Collocation"]], "core.Common module": [[40, "module-core.Common"]], "Description": [[40, "description"], [48, "description"]], "core.Controller module": [[41, "module-core.Controller"]], "core.ConvergenceController module": [[42, "module-core.ConvergenceController"]], "core.Errors module": [[43, "module-core.Errors"]], "core.Hooks module": [[44, "module-core.Hooks"]], "core.Lagrange module": [[45, "module-core.Lagrange"]], "core.Level module": [[46, "module-core.Level"]], "core.Nodes module": [[47, "module-core.Nodes"]], "core.Problem module": [[48, "module-core.Problem"]], "core.SpaceTransfer module": [[49, "module-core.SpaceTransfer"]], "core.Step module": [[50, "module-core.Step"]], "core.Sweeper module": [[51, "module-core.Sweeper"]], "helpers package": [[52, "helpers-package"]], "helpers.plot_helper module": [[53, "module-helpers.plot_helper"]], "helpers.problem_helper module": [[54, "module-helpers.problem_helper"]], "helpers.pysdc_helper module": [[55, "module-helpers.pysdc_helper"]], "helpers.setup_helper module": [[56, "module-helpers.setup_helper"]], "helpers.stats_helper module": [[57, "module-helpers.stats_helper"]], "helpers.transfer_helper module": [[58, "module-helpers.transfer_helper"]], "helpers.visualization_tools module": [[59, "module-helpers.visualization_tools"]], "implementations package": [[60, "implementations-package"]], "Subpackages": [[60, "subpackages"], [87, "subpackages"]], "implementations.controller_classes package": [[61, "implementations-controller-classes-package"]], "implementations.controller_classes.controller_MPI module": [[62, "module-implementations.controller_classes.controller_MPI"]], "implementations.controller_classes.controller_nonMPI module": [[63, "module-implementations.controller_classes.controller_nonMPI"]], "implementations.convergence_controller_classes package": [[64, "implementations-convergence-controller-classes-package"]], "implementations.convergence_controller_classes.adaptive_collocation module": [[65, "module-implementations.convergence_controller_classes.adaptive_collocation"]], "}": [[65, "id3"]], "implementations.convergence_controller_classes.adaptivity module": [[66, "module-implementations.convergence_controller_classes.adaptivity"]], "implementations.convergence_controller_classes.basic_restarting module": [[67, "module-implementations.convergence_controller_classes.basic_restarting"]], "implementations.convergence_controller_classes.check_convergence module": [[68, "module-implementations.convergence_controller_classes.check_convergence"]], "implementations.convergence_controller_classes.check_iteration_estimator module": [[69, "module-implementations.convergence_controller_classes.check_iteration_estimator"]], "implementations.convergence_controller_classes.crash module": [[70, "module-implementations.convergence_controller_classes.crash"]], "implementations.convergence_controller_classes.estimate_contraction_factor module": [[71, "module-implementations.convergence_controller_classes.estimate_contraction_factor"]], "implementations.convergence_controller_classes.estimate_embedded_error module": [[72, "module-implementations.convergence_controller_classes.estimate_embedded_error"]], "implementations.convergence_controller_classes.estimate_extrapolation_error module": [[73, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"]], "Abstract base class for extrapolated error estimates": [[73, "abstract-base-class-for-extrapolated-error-estimates"]], "implementations.convergence_controller_classes.estimate_polynomial_error module": [[74, "module-implementations.convergence_controller_classes.estimate_polynomial_error"]], "implementations.convergence_controller_classes.hotrod module": [[75, "module-implementations.convergence_controller_classes.hotrod"]], "implementations.convergence_controller_classes.inexactness module": [[76, "module-implementations.convergence_controller_classes.inexactness"]], "implementations.convergence_controller_classes.interpolate_between_restarts module": [[77, "module-implementations.convergence_controller_classes.interpolate_between_restarts"]], "implementations.convergence_controller_classes.spread_step_sizes module": [[78, "module-implementations.convergence_controller_classes.spread_step_sizes"]], "implementations.convergence_controller_classes.step_size_limiter module": [[79, "module-implementations.convergence_controller_classes.step_size_limiter"]], "implementations.convergence_controller_classes.store_uold module": [[80, "module-implementations.convergence_controller_classes.store_uold"]], "implementations.datatype_classes package": [[81, "implementations-datatype-classes-package"]], "implementations.datatype_classes.cupy_mesh module": [[82, "module-implementations.datatype_classes.cupy_mesh"]], "implementations.datatype_classes.fenics_mesh module": [[83, "module-implementations.datatype_classes.fenics_mesh"]], "implementations.datatype_classes.mesh module": [[84, "module-implementations.datatype_classes.mesh"]], "implementations.datatype_classes.particles module": [[85, "module-implementations.datatype_classes.particles"]], "implementations.datatype_classes.petsc_vec module": [[86, "module-implementations.datatype_classes.petsc_vec"]], "implementations.problem_classes package": [[87, "implementations-problem-classes-package"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex module": [[88, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT module": [[89, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"]], "implementations.problem_classes.AdvectionEquation_ND_FD module": [[90, "module-implementations.problem_classes.AdvectionEquation_ND_FD"]], "implementations.problem_classes.AllenCahn_1D_FD module": [[91, "module-implementations.problem_classes.AllenCahn_1D_FD"]], "implementations.problem_classes.AllenCahn_2D_FD module": [[92, "module-implementations.problem_classes.AllenCahn_2D_FD"]], "implementations.problem_classes.AllenCahn_2D_FD_gpu module": [[93, "implementations-problem-classes-allencahn-2d-fd-gpu-module"]], "implementations.problem_classes.AllenCahn_2D_FFT module": [[94, "module-implementations.problem_classes.AllenCahn_2D_FFT"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu module": [[95, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"]], "implementations.problem_classes.AllenCahn_MPIFFT module": [[96, "module-implementations.problem_classes.AllenCahn_MPIFFT"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT module": [[97, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"]], "implementations.problem_classes.Auzinger_implicit module": [[98, "module-implementations.problem_classes.Auzinger_implicit"]], "implementations.problem_classes.Battery module": [[99, "module-implementations.problem_classes.Battery"]], "implementations.problem_classes.Boussinesq_2D_FD_imex module": [[100, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"]], "implementations.problem_classes.BuckConverter module": [[101, "module-implementations.problem_classes.BuckConverter"]], "implementations.problem_classes.DiscontinuousTestODE module": [[102, "module-implementations.problem_classes.DiscontinuousTestODE"]], "implementations.problem_classes.FastWaveSlowWave_0D module": [[103, "module-implementations.problem_classes.FastWaveSlowWave_0D"]], "implementations.problem_classes.FermiPastaUlamTsingou module": [[104, "module-implementations.problem_classes.FermiPastaUlamTsingou"]], "implementations.problem_classes.FullSolarSystem module": [[105, "module-implementations.problem_classes.FullSolarSystem"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module": [[106, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc module": [[107, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module": [[108, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic module": [[109, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"]], "implementations.problem_classes.GrayScott_MPIFFT module": [[110, "module-implementations.problem_classes.GrayScott_MPIFFT"]], "implementations.problem_classes.HarmonicOscillator module": [[111, "module-implementations.problem_classes.HarmonicOscillator"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module": [[112, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module": [[113, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced module": [[114, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"]], "implementations.problem_classes.HeatEquation_ND_FD module": [[115, "module-implementations.problem_classes.HeatEquation_ND_FD"]], "implementations.problem_classes.HeatEquation_ND_FD_CuPy module": [[116, "implementations-problem-classes-heatequation-nd-fd-cupy-module"]], "implementations.problem_classes.HenonHeiles module": [[117, "module-implementations.problem_classes.HenonHeiles"]], "implementations.problem_classes.LogisticEquation module": [[118, "module-implementations.problem_classes.LogisticEquation"]], "implementations.problem_classes.Lorenz module": [[119, "module-implementations.problem_classes.Lorenz"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module": [[120, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "implementations.problem_classes.OuterSolarSystem module": [[121, "module-implementations.problem_classes.OuterSolarSystem"]], "implementations.problem_classes.PenningTrap_3D module": [[122, "module-implementations.problem_classes.PenningTrap_3D"]], "implementations.problem_classes.Piline module": [[123, "module-implementations.problem_classes.Piline"]], "implementations.problem_classes.Quench module": [[124, "module-implementations.problem_classes.Quench"]], "implementations.problem_classes.TestEquation_0D module": [[125, "module-implementations.problem_classes.TestEquation_0D"]], "implementations.problem_classes.Van_der_Pol_implicit module": [[126, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module": [[127, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "implementations.problem_classes.acoustic_helpers package": [[128, "implementations-problem-classes-acoustic-helpers-package"]], "implementations.problem_classes.acoustic_helpers.buildFDMatrix module": [[129, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module": [[130, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "implementations.problem_classes.acoustic_helpers.standard_integrators module": [[131, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers package": [[132, "implementations-problem-classes-boussinesq-helpers-package"]], "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module": [[133, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module": [[134, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module": [[135, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.helper_classes module": [[136, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators module": [[137, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers.unflatten module": [[138, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "implementations.problem_classes.generic_ND_FD module": [[139, "module-implementations.problem_classes.generic_ND_FD"]], "implementations.problem_classes.nonlinear_ODE_1 module": [[140, "module-implementations.problem_classes.nonlinear_ODE_1"]], "implementations.problem_classes.polynomial_test_problem module": [[141, "module-implementations.problem_classes.polynomial_test_problem"]], "implementations.sweeper_classes package": [[142, "implementations-sweeper-classes-package"]], "implementations.sweeper_classes.Multistep module": [[143, "module-implementations.sweeper_classes.Multistep"]], "implementations.sweeper_classes.Runge_Kutta module": [[144, "module-implementations.sweeper_classes.Runge_Kutta"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom module": [[145, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"]], "implementations.sweeper_classes.boris_2nd_order module": [[146, "module-implementations.sweeper_classes.boris_2nd_order"]], "implementations.sweeper_classes.explicit module": [[147, "module-implementations.sweeper_classes.explicit"]], "implementations.sweeper_classes.generic_implicit module": [[148, "module-implementations.sweeper_classes.generic_implicit"]], "implementations.sweeper_classes.generic_implicit_MPI module": [[149, "module-implementations.sweeper_classes.generic_implicit_MPI"]], "implementations.sweeper_classes.imex_1st_order module": [[150, "module-implementations.sweeper_classes.imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order_MPI module": [[151, "module-implementations.sweeper_classes.imex_1st_order_MPI"]], "implementations.sweeper_classes.imex_1st_order_mass module": [[152, "module-implementations.sweeper_classes.imex_1st_order_mass"]], "implementations.sweeper_classes.multi_implicit module": [[153, "module-implementations.sweeper_classes.multi_implicit"]], "implementations.sweeper_classes.verlet module": [[154, "module-implementations.sweeper_classes.verlet"]], "implementations.transfer_classes package": [[155, "implementations-transfer-classes-package"]], "implementations.transfer_classes.BaseTransfer_mass module": [[156, "module-implementations.transfer_classes.BaseTransfer_mass"]], "implementations.transfer_classes.TransferFenicsMesh module": [[157, "module-implementations.transfer_classes.TransferFenicsMesh"]], "implementations.transfer_classes.TransferMesh module": [[158, "module-implementations.transfer_classes.TransferMesh"]], "implementations.transfer_classes.TransferMesh_FFT module": [[159, "module-implementations.transfer_classes.TransferMesh_FFT"]], "implementations.transfer_classes.TransferMesh_FFT2D module": [[160, "module-implementations.transfer_classes.TransferMesh_FFT2D"]], "implementations.transfer_classes.TransferMesh_MPIFFT module": [[161, "module-implementations.transfer_classes.TransferMesh_MPIFFT"]], "implementations.transfer_classes.TransferMesh_NoCoarse module": [[162, "module-implementations.transfer_classes.TransferMesh_NoCoarse"]], "implementations.transfer_classes.TransferPETScDMDA module": [[163, "module-implementations.transfer_classes.TransferPETScDMDA"]], "implementations.transfer_classes.TransferParticles_NoCoarse module": [[164, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "Step-1: A first spatial problem": [[191, "step-1-a-first-spatial-problem"]], "Part A: Spatial problem setup": [[191, "part-a-spatial-problem-setup"]], "Part B: Spatial accuracy check": [[191, "part-b-spatial-accuracy-check"]], "Part C: Collocation problem setup": [[191, "part-c-collocation-problem-setup"]], "Part D: Collocation accuracy test": [[191, "part-d-collocation-accuracy-test"]], "Step-2: Data structures and my first sweeper": [[192, "step-2-data-structures-and-my-first-sweeper"]], "Part A: Step data structure": [[192, "part-a-step-data-structure"]], "Part B: My first sweeper": [[192, "part-b-my-first-sweeper"]], "Part C: Using pySDC\u2019s frontend": [[192, "part-c-using-pysdc-s-frontend"]], "Step-3: Statistics and a new sweeper": [[193, "step-3-statistics-and-a-new-sweeper"]], "Part A: Getting statistics": [[193, "part-a-getting-statistics"]], "Part B: Adding statistics": [[193, "part-b-adding-statistics"]], "Part C: Studying collocation node types": [[193, "part-c-studying-collocation-node-types"]], "Step-4: Multilevel SDC": [[194, "step-4-multilevel-sdc"]], "Part A: Spatial transfer operators": [[194, "part-a-spatial-transfer-operators"]], "Part B: Multilevel hierarchy": [[194, "part-b-multilevel-hierarchy"]], "Part C: SDC vs. MLSDC": [[194, "part-c-sdc-vs-mlsdc"]], "Part D: MLSDC with particles": [[194, "part-d-mlsdc-with-particles"]], "Step-5: PFASST": [[195, "step-5-pfasst"]], "Part A: Multistep multilevel hierarchy": [[195, "part-a-multistep-multilevel-hierarchy"]], "Part B: My first PFASST run": [[195, "part-b-my-first-pfasst-run"]], "Part C: Advection and PFASST": [[195, "part-c-advection-and-pfasst"]], "Step-6: Advanced PFASST controllers": [[196, "step-6-advanced-pfasst-controllers"]], "Part A: The nonMPI controller": [[196, "part-a-the-nonmpi-controller"]], "Part B: Odd temporal distribution": [[196, "part-b-odd-temporal-distribution"]], "Part C: MPI parallelization": [[196, "part-c-mpi-parallelization"]], "Step-7: pySDC with external libraries": [[197, "step-7-pysdc-with-external-libraries"]], "Part A: pySDC and FEniCS": [[197, "part-a-pysdc-and-fenics"]], "Part B: mpi4py-fft for parallel Fourier transforms": [[197, "part-b-mpi4py-fft-for-parallel-fourier-transforms"]], "Part C: Time-parallel pySDC with space-parallel PETSc": [[197, "part-c-time-parallel-pysdc-with-space-parallel-petsc"]], "Step-8: Advanced topics": [[198, "step-8-advanced-topics"]], "Part A: Visualizing Residuals": [[198, "part-a-visualizing-residuals"]], "Part B: Multi-step SDC": [[198, "part-b-multi-step-sdc"]], "Part C: Iteration estimator": [[198, "part-c-iteration-estimator"]], "Part X: To be continued\u2026": [[198, "part-x-to-be-continued"]]}, "indexentries": {"core": [[37, "module-core"]], "module": [[37, "module-core"], [38, "module-core.BaseTransfer"], [39, "module-core.Collocation"], [40, "module-core.Common"], [41, "module-core.Controller"], [42, "module-core.ConvergenceController"], [43, "module-core.Errors"], [44, "module-core.Hooks"], [45, "module-core.Lagrange"], [46, "module-core.Level"], [47, "module-core.Nodes"], [48, "module-core.Problem"], [49, "module-core.SpaceTransfer"], [50, "module-core.Step"], [51, "module-core.Sweeper"], [52, "module-helpers"], [53, "module-helpers.plot_helper"], [54, "module-helpers.problem_helper"], [55, "module-helpers.pysdc_helper"], [56, "module-helpers.setup_helper"], [57, "module-helpers.stats_helper"], [58, "module-helpers.transfer_helper"], [59, "module-helpers.visualization_tools"], [60, "module-implementations"], [61, "module-implementations.controller_classes"], [62, "module-implementations.controller_classes.controller_MPI"], [63, "module-implementations.controller_classes.controller_nonMPI"], [64, "module-implementations.convergence_controller_classes"], [65, "module-implementations.convergence_controller_classes.adaptive_collocation"], [66, "module-implementations.convergence_controller_classes.adaptivity"], [67, "module-implementations.convergence_controller_classes.basic_restarting"], [68, "module-implementations.convergence_controller_classes.check_convergence"], [69, "module-implementations.convergence_controller_classes.check_iteration_estimator"], [70, "module-implementations.convergence_controller_classes.crash"], [71, "module-implementations.convergence_controller_classes.estimate_contraction_factor"], [72, "module-implementations.convergence_controller_classes.estimate_embedded_error"], [73, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"], [74, "module-implementations.convergence_controller_classes.estimate_polynomial_error"], [75, "module-implementations.convergence_controller_classes.hotrod"], [76, "module-implementations.convergence_controller_classes.inexactness"], [77, "module-implementations.convergence_controller_classes.interpolate_between_restarts"], [78, "module-implementations.convergence_controller_classes.spread_step_sizes"], [79, "module-implementations.convergence_controller_classes.step_size_limiter"], [80, "module-implementations.convergence_controller_classes.store_uold"], [81, "module-implementations.datatype_classes"], [82, "module-implementations.datatype_classes.cupy_mesh"], [83, "module-implementations.datatype_classes.fenics_mesh"], [84, "module-implementations.datatype_classes.mesh"], [85, "module-implementations.datatype_classes.particles"], [86, "module-implementations.datatype_classes.petsc_vec"], [87, "module-implementations.problem_classes"], [88, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"], [89, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"], [90, "module-implementations.problem_classes.AdvectionEquation_ND_FD"], [91, "module-implementations.problem_classes.AllenCahn_1D_FD"], [92, "module-implementations.problem_classes.AllenCahn_2D_FD"], [94, "module-implementations.problem_classes.AllenCahn_2D_FFT"], [95, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"], [96, "module-implementations.problem_classes.AllenCahn_MPIFFT"], [97, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"], [98, "module-implementations.problem_classes.Auzinger_implicit"], [99, "module-implementations.problem_classes.Battery"], [100, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"], [101, "module-implementations.problem_classes.BuckConverter"], [102, "module-implementations.problem_classes.DiscontinuousTestODE"], [103, "module-implementations.problem_classes.FastWaveSlowWave_0D"], [104, "module-implementations.problem_classes.FermiPastaUlamTsingou"], [105, "module-implementations.problem_classes.FullSolarSystem"], [106, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"], [107, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"], [108, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"], [109, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"], [110, "module-implementations.problem_classes.GrayScott_MPIFFT"], [111, "module-implementations.problem_classes.HarmonicOscillator"], [112, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"], [113, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"], [114, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"], [115, "module-implementations.problem_classes.HeatEquation_ND_FD"], [117, "module-implementations.problem_classes.HenonHeiles"], [118, "module-implementations.problem_classes.LogisticEquation"], [119, "module-implementations.problem_classes.Lorenz"], [120, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"], [121, "module-implementations.problem_classes.OuterSolarSystem"], [122, "module-implementations.problem_classes.PenningTrap_3D"], [123, "module-implementations.problem_classes.Piline"], [124, "module-implementations.problem_classes.Quench"], [125, "module-implementations.problem_classes.TestEquation_0D"], [126, "module-implementations.problem_classes.Van_der_Pol_implicit"], [127, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"], [128, "module-implementations.problem_classes.acoustic_helpers"], [129, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"], [130, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"], [131, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"], [132, "module-implementations.problem_classes.boussinesq_helpers"], [133, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"], [134, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"], [135, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"], [136, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"], [137, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"], [138, "module-implementations.problem_classes.boussinesq_helpers.unflatten"], [139, "module-implementations.problem_classes.generic_ND_FD"], [140, "module-implementations.problem_classes.nonlinear_ODE_1"], [141, "module-implementations.problem_classes.polynomial_test_problem"], [142, "module-implementations.sweeper_classes"], [143, "module-implementations.sweeper_classes.Multistep"], [144, "module-implementations.sweeper_classes.Runge_Kutta"], [145, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"], [146, "module-implementations.sweeper_classes.boris_2nd_order"], [147, "module-implementations.sweeper_classes.explicit"], [148, "module-implementations.sweeper_classes.generic_implicit"], [149, "module-implementations.sweeper_classes.generic_implicit_MPI"], [150, "module-implementations.sweeper_classes.imex_1st_order"], [151, "module-implementations.sweeper_classes.imex_1st_order_MPI"], [152, "module-implementations.sweeper_classes.imex_1st_order_mass"], [153, "module-implementations.sweeper_classes.multi_implicit"], [154, "module-implementations.sweeper_classes.verlet"], [155, "module-implementations.transfer_classes"], [156, "module-implementations.transfer_classes.BaseTransfer_mass"], [157, "module-implementations.transfer_classes.TransferFenicsMesh"], [158, "module-implementations.transfer_classes.TransferMesh"], [159, "module-implementations.transfer_classes.TransferMesh_FFT"], [160, "module-implementations.transfer_classes.TransferMesh_FFT2D"], [161, "module-implementations.transfer_classes.TransferMesh_MPIFFT"], [162, "module-implementations.transfer_classes.TransferMesh_NoCoarse"], [163, "module-implementations.transfer_classes.TransferPETScDMDA"], [164, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "base_transfer (class in core.basetransfer)": [[38, "core.BaseTransfer.base_transfer"]], "coarse (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.coarse"]], "core.basetransfer": [[38, "module-core.BaseTransfer"]], "fine (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.fine"]], "get_transfer_matrix_q() (base_transfer static method)": [[38, "core.BaseTransfer.base_transfer.get_transfer_matrix_Q"]], "logger (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.logger"]], "params (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.params"]], "prolong() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.prolong"]], "prolong_f() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.prolong_f"]], "restrict() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.restrict"]], "collbase (class in core.collocation)": [[39, "core.Collocation.CollBase"]], "qmat (collbase attribute)": [[39, "core.Collocation.CollBase.Qmat"]], "smat (collbase attribute)": [[39, "core.Collocation.CollBase.Smat"]], "core.collocation": [[39, "module-core.Collocation"]], "delta_m (collbase attribute)": [[39, "core.Collocation.CollBase.delta_m"]], "evaluate() (collbase static method)": [[39, "core.Collocation.CollBase.evaluate"]], "left_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.left_is_node"]], "nodes (collbase attribute)": [[39, "core.Collocation.CollBase.nodes"]], "num_nodes (collbase attribute)": [[39, "core.Collocation.CollBase.num_nodes"]], "right_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.right_is_node"]], "tleft (collbase attribute)": [[39, "core.Collocation.CollBase.tleft"]], "tright (collbase attribute)": [[39, "core.Collocation.CollBase.tright"]], "weights (collbase attribute)": [[39, "core.Collocation.CollBase.weights"]], "registerparams (class in core.common)": [[40, "core.Common.RegisterParams"]], "_parnames (registerparams attribute)": [[40, "core.Common.RegisterParams._parNames"]], "_parnamesreadonly (registerparams attribute)": [[40, "core.Common.RegisterParams._parNamesReadOnly"]], "core.common": [[40, "module-core.Common"]], "params (registerparams attribute)": [[40, "core.Common.RegisterParams.params"]], "params (registerparams property)": [[40, "id0"]], "add_convergence_controller() (controller method)": [[41, "core.Controller.controller.add_convergence_controller"]], "add_hook() (controller method)": [[41, "core.Controller.controller.add_hook"]], "controller (class in core.controller)": [[41, "core.Controller.controller"]], "core.controller": [[41, "module-core.Controller"]], "dump_setup() (controller method)": [[41, "core.Controller.controller.dump_setup"]], "get_convergence_controllers_as_table() (controller method)": [[41, "core.Controller.controller.get_convergence_controllers_as_table"]], "hooks (controller property)": [[41, "core.Controller.controller.hooks"]], "return_stats() (controller method)": [[41, "core.Controller.controller.return_stats"]], "run() (controller method)": [[41, "core.Controller.controller.run"]], "setup_convergence_controllers() (controller method)": [[41, "core.Controller.controller.setup_convergence_controllers"]], "welcome_message() (controller method)": [[41, "core.Controller.controller.welcome_message"]], "convergencecontroller (class in core.convergencecontroller)": [[42, "core.ConvergenceController.ConvergenceController"]], "pars (class in core.convergencecontroller)": [[42, "core.ConvergenceController.Pars"]], "recv() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.Recv"], [42, "core.ConvergenceController.ConvergenceController.recv"]], "send() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.Send"], [42, "core.ConvergenceController.ConvergenceController.send"]], "status (class in core.convergencecontroller)": [[42, "core.ConvergenceController.Status"]], "add_variable() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.add_variable"]], "check_iteration_status() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.check_iteration_status"]], "check_parameters() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.check_parameters"]], "convergence_control() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.convergence_control"]], "core.convergencecontroller": [[42, "module-core.ConvergenceController"]], "debug() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.debug"]], "dependencies() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.dependencies"]], "determine_restart() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.determine_restart"]], "get_new_step_size() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.get_new_step_size"]], "log() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.log"]], "post_iteration_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_iteration_processing"]], "post_spread_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_spread_processing"]], "post_step_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_step_processing"]], "pre_iteration_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.pre_iteration_processing"]], "prepare_mpi_datatypes() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_MPI_datatypes"]], "prepare_mpi_logical_operations() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_MPI_logical_operations"]], "prepare_next_block() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_next_block"]], "reset_buffers_nonmpi() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_buffers_nonMPI"]], "reset_status_variables() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_status_variables"]], "reset_variable() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_variable"]], "setup() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.setup"]], "setup_status_variables() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.setup_status_variables"]], "collocationerror": [[43, "core.Errors.CollocationError"]], "communicationerror": [[43, "core.Errors.CommunicationError"]], "controllererror": [[43, "core.Errors.ControllerError"]], "convergenceerror": [[43, "core.Errors.ConvergenceError"]], "dataerror": [[43, "core.Errors.DataError"]], "parametererror": [[43, "core.Errors.ParameterError"]], "problemerror": [[43, "core.Errors.ProblemError"]], "readonlyerror": [[43, "core.Errors.ReadOnlyError"]], "transfererror": [[43, "core.Errors.TransferError"]], "unlockerror": [[43, "core.Errors.UnlockError"]], "core.errors": [[43, "module-core.Errors"]], "entry (class in core.hooks)": [[44, "core.Hooks.Entry"]], "__num_restarts (hooks attribute)": [[44, "core.Hooks.hooks.__num_restarts"]], "__stats (hooks attribute)": [[44, "core.Hooks.hooks.__stats"]], "add_to_stats() (hooks method)": [[44, "core.Hooks.hooks.add_to_stats"]], "core.hooks": [[44, "module-core.Hooks"]], "entry (hooks attribute)": [[44, "core.Hooks.hooks.entry"], [44, "id0"]], "hooks (class in core.hooks)": [[44, "core.Hooks.hooks"]], "increment_stats() (hooks method)": [[44, "core.Hooks.hooks.increment_stats"]], "iter (entry attribute)": [[44, "core.Hooks.Entry.iter"]], "level (entry attribute)": [[44, "core.Hooks.Entry.level"]], "logger (hooks attribute)": [[44, "core.Hooks.hooks.logger"]], "meta_data (hooks attribute)": [[44, "core.Hooks.hooks.meta_data"]], "num_restarts (entry attribute)": [[44, "core.Hooks.Entry.num_restarts"]], "post_comm() (hooks method)": [[44, "core.Hooks.hooks.post_comm"]], "post_iteration() (hooks method)": [[44, "core.Hooks.hooks.post_iteration"]], "post_predict() (hooks method)": [[44, "core.Hooks.hooks.post_predict"]], "post_run() (hooks method)": [[44, "core.Hooks.hooks.post_run"]], "post_setup() (hooks method)": [[44, "core.Hooks.hooks.post_setup"]], "post_step() (hooks method)": [[44, "core.Hooks.hooks.post_step"]], "post_sweep() (hooks method)": [[44, "core.Hooks.hooks.post_sweep"]], "pre_comm() (hooks method)": [[44, "core.Hooks.hooks.pre_comm"]], "pre_iteration() (hooks method)": [[44, "core.Hooks.hooks.pre_iteration"]], "pre_predict() (hooks method)": [[44, "core.Hooks.hooks.pre_predict"]], "pre_run() (hooks method)": [[44, "core.Hooks.hooks.pre_run"]], "pre_setup() (hooks method)": [[44, "core.Hooks.hooks.pre_setup"]], "pre_step() (hooks method)": [[44, "core.Hooks.hooks.pre_step"]], "pre_sweep() (hooks method)": [[44, "core.Hooks.hooks.pre_sweep"]], "process (entry attribute)": [[44, "core.Hooks.Entry.process"]], "process_sweeper (entry attribute)": [[44, "core.Hooks.Entry.process_sweeper"]], "reset_stats() (hooks method)": [[44, "core.Hooks.hooks.reset_stats"]], "return_stats() (hooks method)": [[44, "core.Hooks.hooks.return_stats"]], "sweep (entry attribute)": [[44, "core.Hooks.Entry.sweep"]], "time (entry attribute)": [[44, "core.Hooks.Entry.time"]], "type (entry attribute)": [[44, "core.Hooks.Entry.type"]], "lagrangeapproximation (class in core.lagrange)": [[45, "core.Lagrange.LagrangeApproximation"]], "computefejerrule() (in module core.lagrange)": [[45, "core.Lagrange.computeFejerRule"]], "core.lagrange": [[45, "module-core.Lagrange"]], "getintegrationmatrix() (lagrangeapproximation method)": [[45, "core.Lagrange.LagrangeApproximation.getIntegrationMatrix"]], "getinterpolationmatrix() (lagrangeapproximation method)": [[45, "core.Lagrange.LagrangeApproximation.getInterpolationMatrix"]], "n (lagrangeapproximation property)": [[45, "core.Lagrange.LagrangeApproximation.n"]], "points (lagrangeapproximation attribute)": [[45, "core.Lagrange.LagrangeApproximation.points"]], "weights (lagrangeapproximation attribute)": [[45, "core.Lagrange.LagrangeApproximation.weights"]], "core.level": [[46, "module-core.Level"]], "dt (level property)": [[46, "core.Level.level.dt"]], "f (level attribute)": [[46, "core.Level.level.f"]], "fold (level attribute)": [[46, "core.Level.level.fold"]], "level (class in core.level)": [[46, "core.Level.level"]], "level_index (level attribute)": [[46, "core.Level.level.level_index"]], "params (level attribute)": [[46, "core.Level.level.params"]], "prob (level property)": [[46, "core.Level.level.prob"]], "reset_level() (level method)": [[46, "core.Level.level.reset_level"]], "status (level attribute)": [[46, "core.Level.level.status"]], "sweep (level property)": [[46, "core.Level.level.sweep"]], "tag (level property)": [[46, "core.Level.level.tag"]], "tau (level attribute)": [[46, "core.Level.level.tau"]], "time (level property)": [[46, "core.Level.level.time"]], "u (level attribute)": [[46, "core.Level.level.u"]], "uend (level attribute)": [[46, "core.Level.level.uend"]], "uold (level attribute)": [[46, "core.Level.level.uold"]], "nodeserror": [[47, "core.Nodes.NodesError"]], "nodesgenerator (class in core.nodes)": [[47, "core.Nodes.NodesGenerator"]], "core.nodes": [[47, "module-core.Nodes"]], "evalorthogpoly() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.evalOrthogPoly"]], "getnodes() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getNodes"]], "getorthogpolycoefficients() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getOrthogPolyCoefficients"]], "gettridiagcoefficients() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getTridiagCoefficients"]], "node_type (nodesgenerator attribute)": [[47, "core.Nodes.NodesGenerator.node_type"]], "quad_type (nodesgenerator attribute)": [[47, "core.Nodes.NodesGenerator.quad_type"]], "workcounter (class in core.problem)": [[48, "core.Problem.WorkCounter"]], "apply_mass_matrix() (ptype method)": [[48, "core.Problem.ptype.apply_mass_matrix"]], "core.problem": [[48, "module-core.Problem"]], "decrement() (workcounter method)": [[48, "core.Problem.WorkCounter.decrement"]], "dtype_f (ptype attribute)": [[48, "core.Problem.ptype.dtype_f"]], "dtype_u (ptype attribute)": [[48, "core.Problem.ptype.dtype_u"]], "eval_f() (ptype method)": [[48, "core.Problem.ptype.eval_f"]], "f_init (ptype property)": [[48, "core.Problem.ptype.f_init"]], "generate_scipy_reference_solution() (ptype method)": [[48, "core.Problem.ptype.generate_scipy_reference_solution"]], "get_default_sweeper_class() (ptype class method)": [[48, "core.Problem.ptype.get_default_sweeper_class"]], "logger (ptype attribute)": [[48, "core.Problem.ptype.logger"], [48, "id0"]], "ptype (class in core.problem)": [[48, "core.Problem.ptype"]], "u_init (ptype property)": [[48, "core.Problem.ptype.u_init"]], "coarse_prob (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.coarse_prob"]], "core.spacetransfer": [[49, "module-core.SpaceTransfer"]], "fine_prob (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.fine_prob"]], "logger (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.logger"]], "params (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.params"]], "prolong() (space_transfer method)": [[49, "core.SpaceTransfer.space_transfer.prolong"]], "restrict() (space_transfer method)": [[49, "core.SpaceTransfer.space_transfer.restrict"]], "space_transfer (class in core.spacetransfer)": [[49, "core.SpaceTransfer.space_transfer"]], "connect_levels() (step method)": [[50, "core.Step.step.connect_levels"]], "core.step": [[50, "module-core.Step"]], "dt (step property)": [[50, "core.Step.step.dt"]], "init_step() (step method)": [[50, "core.Step.step.init_step"]], "levels (step attribute)": [[50, "core.Step.step.levels"]], "logger (step attribute)": [[50, "core.Step.step.logger"]], "next (step property)": [[50, "core.Step.step.next"]], "params (step attribute)": [[50, "core.Step.step.params"]], "prev (step property)": [[50, "core.Step.step.prev"]], "reset_step() (step method)": [[50, "core.Step.step.reset_step"]], "status (step attribute)": [[50, "core.Step.step.status"]], "step (class in core.step)": [[50, "core.Step.step"]], "time (step property)": [[50, "core.Step.step.time"]], "transfer() (step method)": [[50, "core.Step.step.transfer"]], "coll (sweeper attribute)": [[51, "core.Sweeper.sweeper.coll"]], "compute_end_point() (sweeper method)": [[51, "core.Sweeper.sweeper.compute_end_point"]], "compute_residual() (sweeper method)": [[51, "core.Sweeper.sweeper.compute_residual"]], "core.sweeper": [[51, "module-core.Sweeper"]], "get_qdelta_explicit() (sweeper method)": [[51, "core.Sweeper.sweeper.get_Qdelta_explicit"]], "get_qdelta_implicit() (sweeper method)": [[51, "core.Sweeper.sweeper.get_Qdelta_implicit"]], "integrate() (sweeper method)": [[51, "core.Sweeper.sweeper.integrate"]], "level (sweeper property)": [[51, "core.Sweeper.sweeper.level"]], "logger (sweeper attribute)": [[51, "core.Sweeper.sweeper.logger"]], "params (sweeper attribute)": [[51, "core.Sweeper.sweeper.params"]], "predict() (sweeper method)": [[51, "core.Sweeper.sweeper.predict"]], "rank (sweeper property)": [[51, "core.Sweeper.sweeper.rank"]], "sweeper (class in core.sweeper)": [[51, "core.Sweeper.sweeper"]], "update_nodes() (sweeper method)": [[51, "core.Sweeper.sweeper.update_nodes"]], "helpers": [[52, "module-helpers"]], "figsize() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.figsize"]], "figsize_by_journal() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.figsize_by_journal"]], "helpers.plot_helper": [[53, "module-helpers.plot_helper"]], "newfig() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.newfig"]], "savefig() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.savefig"]], "setup_mpl() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.setup_mpl"]], "get_1d_grid() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_1d_grid"]], "get_finite_difference_matrix() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_finite_difference_matrix"]], "get_finite_difference_stencil() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_finite_difference_stencil"]], "get_steps() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_steps"]], "helpers.problem_helper": [[54, "module-helpers.problem_helper"]], "frozenclass (class in helpers.pysdc_helper)": [[55, "helpers.pysdc_helper.FrozenClass"]], "__isfrozen (frozenclass attribute)": [[55, "helpers.pysdc_helper.FrozenClass.__isfrozen"]], "get() (frozenclass method)": [[55, "helpers.pysdc_helper.FrozenClass.get"]], "helpers.pysdc_helper": [[55, "module-helpers.pysdc_helper"]], "generate_description() (in module helpers.setup_helper)": [[56, "helpers.setup_helper.generate_description"]], "helpers.setup_helper": [[56, "module-helpers.setup_helper"]], "filter_stats() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.filter_stats"]], "get_list_of_types() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.get_list_of_types"]], "get_sorted() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.get_sorted"]], "helpers.stats_helper": [[57, "module-helpers.stats_helper"]], "sort_stats() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.sort_stats"]], "border_padding() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.border_padding"]], "continue_periodic_array() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.continue_periodic_array"]], "helpers.transfer_helper": [[58, "module-helpers.transfer_helper"]], "interpolation_matrix_1d() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.interpolation_matrix_1d"]], "next_neighbors() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.next_neighbors"]], "next_neighbors_periodic() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.next_neighbors_periodic"]], "restriction_matrix_1d() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.restriction_matrix_1d"]], "helpers.visualization_tools": [[59, "module-helpers.visualization_tools"]], "show_residual_across_simulation() (in module helpers.visualization_tools)": [[59, "helpers.visualization_tools.show_residual_across_simulation"]], "implementations": [[60, "module-implementations"]], "implementations.controller_classes": [[61, "module-implementations.controller_classes"]], "check_iteration_estimate() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.check_iteration_estimate"]], "controller_mpi (class in implementations.controller_classes.controller_mpi)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI"]], "default() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.default"]], "implementations.controller_classes.controller_mpi": [[62, "module-implementations.controller_classes.controller_MPI"]], "it_check() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_check"]], "it_coarse() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_coarse"]], "it_down() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_down"]], "it_fine() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_fine"]], "it_up() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_up"]], "pfasst() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.pfasst"]], "predict() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.predict"]], "recv() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.recv"]], "recv_full() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.recv_full"]], "restart_block() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.restart_block"]], "run() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.run"]], "send_full() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.send_full"]], "spread() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.spread"]], "wait_with_interrupt() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.wait_with_interrupt"]], "controller_nonmpi (class in implementations.controller_classes.controller_nonmpi)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI"]], "default() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.default"]], "implementations.controller_classes.controller_nonmpi": [[63, "module-implementations.controller_classes.controller_nonMPI"]], "it_check() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_check"]], "it_coarse() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_coarse"]], "it_down() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_down"]], "it_fine() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_fine"]], "it_up() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_up"]], "pfasst() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.pfasst"]], "predict() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.predict"]], "recv_full() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.recv_full"]], "restart_block() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.restart_block"]], "run() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.run"]], "send_full() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.send_full"]], "spread() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.spread"]], "implementations.convergence_controller_classes": [[64, "module-implementations.convergence_controller_classes"]], "adaptivecollocation (class in implementations.convergence_controller_classes.adaptive_collocation)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation"]], "check_parameters() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.check_parameters"]], "implementations.convergence_controller_classes.adaptive_collocation": [[65, "module-implementations.convergence_controller_classes.adaptive_collocation"]], "matmul() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.matmul"]], "post_iteration_processing() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.post_iteration_processing"]], "post_spread_processing() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.post_spread_processing"]], "reset_status_variables() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.reset_status_variables"]], "setup() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.setup"]], "setup_status_variables() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.setup_status_variables"]], "switch_sweeper() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.switch_sweeper"]], "adaptivity (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity"]], "adaptivitybase (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase"]], "adaptivitycollocation (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation"]], "adaptivityextrapolationwithinq (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ"]], "adaptivityforconvergedcollocationproblems (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems"]], "adaptivitypolynomialerror (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError"]], "adaptivityrk (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityRK"]], "adaptivityresidual (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual"]], "check_parameters() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.check_parameters"]], "check_parameters() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.check_parameters"]], "check_parameters() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.check_parameters"]], "compute_optimal_step_size() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.compute_optimal_step_size"]], "dependencies() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.dependencies"]], "dependencies() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.dependencies"]], "dependencies() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.dependencies"]], "dependencies() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.dependencies"]], "dependencies() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies"]], "determine_restart() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.determine_restart"]], "determine_restart() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.determine_restart"]], "determine_restart() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.determine_restart"]], "get_convergence() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.get_convergence"]], "get_convergence() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_convergence"]], "get_convergence() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.get_convergence"]], "get_convergence() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence"]], "get_local_error_estimate() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.get_local_error_estimate"]], "get_local_error_estimate() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.get_local_error_estimate"]], "get_local_error_estimate() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.get_local_error_estimate"]], "get_local_error_estimate() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_local_error_estimate"]], "get_local_error_estimate() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate"]], "get_local_error_estimate() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.get_local_error_estimate"]], "get_new_step_size() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.get_new_step_size"]], "get_new_step_size() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.get_new_step_size"]], "get_new_step_size() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.get_new_step_size"]], "get_new_step_size() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_new_step_size"]], "get_new_step_size() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size"]], "get_new_step_size() (adaptivityrk method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityRK.get_new_step_size"]], "get_new_step_size() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.get_new_step_size"]], "implementations.convergence_controller_classes.adaptivity": [[66, "module-implementations.convergence_controller_classes.adaptivity"]], "post_iteration_processing() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.post_iteration_processing"]], "reset_status_variables() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.reset_status_variables"]], "setup() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.setup"]], "setup() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.setup"]], "setup() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.setup"]], "setup() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.setup"]], "setup() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.setup"]], "setup() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup"]], "setup() (adaptivityrk method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityRK.setup"]], "setup() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.setup"]], "setup_status_variables() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.setup_status_variables"]], "setup_status_variables() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.setup_status_variables"]], "basicrestarting (class in implementations.convergence_controller_classes.basic_restarting)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting"]], "basicrestartingmpi (class in implementations.convergence_controller_classes.basic_restarting)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI"]], "basicrestartingnonmpi (class in implementations.convergence_controller_classes.basic_restarting)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI"]], "dependencies() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.dependencies"]], "determine_restart() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.determine_restart"]], "determine_restart() (basicrestartingmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI.determine_restart"]], "determine_restart() (basicrestartingnonmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI.determine_restart"]], "get_implementation() (basicrestarting class method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.get_implementation"]], "implementations.convergence_controller_classes.basic_restarting": [[67, "module-implementations.convergence_controller_classes.basic_restarting"]], "prepare_next_block() (basicrestartingmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI.prepare_next_block"]], "prepare_next_block() (basicrestartingnonmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI.prepare_next_block"]], "reset_buffers_nonmpi() (basicrestartingnonmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI.reset_buffers_nonMPI"]], "reset_status_variables() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.reset_status_variables"]], "setup() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.setup"]], "setup_status_variables() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.setup_status_variables"]], "checkconvergence (class in implementations.convergence_controller_classes.check_convergence)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence"]], "check_convergence() (checkconvergence static method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.check_convergence"]], "check_iteration_status() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.check_iteration_status"]], "communicate_convergence() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.communicate_convergence"]], "dependencies() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.dependencies"]], "implementations.convergence_controller_classes.check_convergence": [[68, "module-implementations.convergence_controller_classes.check_convergence"]], "setup() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.setup"]], "checkiterationestimatornonmpi (class in implementations.convergence_controller_classes.check_iteration_estimator)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI"]], "check_iteration_status() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.check_iteration_status"]], "check_parameters() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.check_parameters"]], "dependencies() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.dependencies"]], "implementations.convergence_controller_classes.check_iteration_estimator": [[69, "module-implementations.convergence_controller_classes.check_iteration_estimator"]], "reset_buffers_nonmpi() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.reset_buffers_nonMPI"]], "setup() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.setup"]], "setup_status_variables() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.setup_status_variables"]], "crashbase (class in implementations.convergence_controller_classes.crash)": [[70, "implementations.convergence_controller_classes.crash.CrashBase"]], "stopatmaxruntime (class in implementations.convergence_controller_classes.crash)": [[70, "implementations.convergence_controller_classes.crash.StopAtMaxRuntime"]], "stopatnan (class in implementations.convergence_controller_classes.crash)": [[70, "implementations.convergence_controller_classes.crash.StopAtNan"]], "communicate_crash() (crashbase method)": [[70, "implementations.convergence_controller_classes.crash.CrashBase.communicate_crash"]], "implementations.convergence_controller_classes.crash": [[70, "module-implementations.convergence_controller_classes.crash"]], "prepare_next_block() (stopatmaxruntime method)": [[70, "implementations.convergence_controller_classes.crash.StopAtMaxRuntime.prepare_next_block"]], "prepare_next_block() (stopatnan method)": [[70, "implementations.convergence_controller_classes.crash.StopAtNan.prepare_next_block"]], "setup() (stopatmaxruntime method)": [[70, "implementations.convergence_controller_classes.crash.StopAtMaxRuntime.setup"]], "setup() (stopatnan method)": [[70, "implementations.convergence_controller_classes.crash.StopAtNan.setup"]], "estimatecontractionfactor (class in implementations.convergence_controller_classes.estimate_contraction_factor)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor"]], "dependencies() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.dependencies"]], "implementations.convergence_controller_classes.estimate_contraction_factor": [[71, "module-implementations.convergence_controller_classes.estimate_contraction_factor"]], "post_iteration_processing() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.post_iteration_processing"]], "pre_iteration_processing() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.pre_iteration_processing"]], "reset_status_variables() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.reset_status_variables"]], "setup() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.setup"]], "setup_status_variables() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.setup_status_variables"]], "estimateembeddederror (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError"]], "estimateembeddederrorcollocation (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation"]], "estimateembeddederrorlinearizedmpi (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedMPI"]], "estimateembeddederrorlinearizednonmpi (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI"]], "dependencies() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.dependencies"]], "dependencies() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.dependencies"]], "estimate_embedded_error_serial() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.estimate_embedded_error_serial"]], "get_implementation() (estimateembeddederror class method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.get_implementation"]], "implementations.convergence_controller_classes.estimate_embedded_error": [[72, "module-implementations.convergence_controller_classes.estimate_embedded_error"]], "post_iteration_processing() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.post_iteration_processing"]], "post_iteration_processing() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.post_iteration_processing"]], "post_iteration_processing() (estimateembeddederrorlinearizedmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedMPI.post_iteration_processing"]], "post_iteration_processing() (estimateembeddederrorlinearizednonmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI.post_iteration_processing"]], "reset_buffers_nonmpi() (estimateembeddederrorlinearizednonmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI.reset_buffers_nonMPI"]], "reset_status_variables() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.reset_status_variables"]], "reset_status_variables() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.reset_status_variables"]], "setup() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.setup"]], "setup() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.setup"]], "setup() (estimateembeddederrorlinearizednonmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI.setup"]], "setup_status_variables() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.setup_status_variables"]], "setup_status_variables() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.setup_status_variables"]], "estimateextrapolationerrorbase (class in implementations.convergence_controller_classes.estimate_extrapolation_error)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase"]], "estimateextrapolationerrornonmpi (class in implementations.convergence_controller_classes.estimate_extrapolation_error)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI"]], "estimateextrapolationerrorwithinq (class in implementations.convergence_controller_classes.estimate_extrapolation_error)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ"]], "check_parameters() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.check_parameters"]], "get_extrapolated_error() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.get_extrapolated_error"]], "get_extrapolated_solution() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.get_extrapolated_solution"]], "get_extrapolation_coefficients() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.get_extrapolation_coefficients"]], "implementations.convergence_controller_classes.estimate_extrapolation_error": [[73, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"]], "post_iteration_processing() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.post_iteration_processing"]], "post_iteration_processing() (estimateextrapolationerrorwithinq method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ.post_iteration_processing"]], "prepare_next_block() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.prepare_next_block"]], "reset_status_variables() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.reset_status_variables"]], "setup() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.setup"]], "setup() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.setup"]], "setup() (estimateextrapolationerrorwithinq method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ.setup"]], "setup_status_variables() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.setup_status_variables"]], "setup_status_variables() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.setup_status_variables"]], "store_values() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.store_values"]], "estimatepolynomialerror (class in implementations.convergence_controller_classes.estimate_polynomial_error)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError"]], "check_parameters() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters"]], "implementations.convergence_controller_classes.estimate_polynomial_error": [[74, "module-implementations.convergence_controller_classes.estimate_polynomial_error"]], "matmul() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul"]], "post_iteration_processing() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing"]], "reset_status_variables() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables"]], "setup() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup"]], "hotrod (class in implementations.convergence_controller_classes.hotrod)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod"]], "check_parameters() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.check_parameters"]], "dependencies() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.dependencies"]], "determine_restart() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.determine_restart"]], "implementations.convergence_controller_classes.hotrod": [[75, "module-implementations.convergence_controller_classes.hotrod"]], "post_iteration_processing() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.post_iteration_processing"]], "setup() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.setup"]], "newtoninexactness (class in implementations.convergence_controller_classes.inexactness)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness"]], "dependencies() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.dependencies"]], "implementations.convergence_controller_classes.inexactness": [[76, "module-implementations.convergence_controller_classes.inexactness"]], "post_iteration_processing() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.post_iteration_processing"]], "set_maxiter() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.set_maxiter"]], "set_tolerance() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.set_tolerance"]], "setup() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.setup"]], "interpolatebetweenrestarts (class in implementations.convergence_controller_classes.interpolate_between_restarts)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts"]], "implementations.convergence_controller_classes.interpolate_between_restarts": [[77, "module-implementations.convergence_controller_classes.interpolate_between_restarts"]], "post_iteration_processing() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.post_iteration_processing"]], "post_spread_processing() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.post_spread_processing"]], "setup() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.setup"]], "setup_status_variables() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.setup_status_variables"]], "spreadstepsizesblockwise (class in implementations.convergence_controller_classes.spread_step_sizes)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise"]], "spreadstepsizesblockwisempi (class in implementations.convergence_controller_classes.spread_step_sizes)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI"]], "spreadstepsizesblockwisenonmpi (class in implementations.convergence_controller_classes.spread_step_sizes)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI"]], "get_implementation() (spreadstepsizesblockwise class method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise.get_implementation"]], "get_step_from_which_to_spread() (spreadstepsizesblockwise method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise.get_step_from_which_to_spread"]], "get_step_from_which_to_spread() (spreadstepsizesblockwisempi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI.get_step_from_which_to_spread"]], "get_step_from_which_to_spread() (spreadstepsizesblockwisenonmpi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI.get_step_from_which_to_spread"]], "implementations.convergence_controller_classes.spread_step_sizes": [[78, "module-implementations.convergence_controller_classes.spread_step_sizes"]], "prepare_next_block() (spreadstepsizesblockwisempi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI.prepare_next_block"]], "prepare_next_block() (spreadstepsizesblockwisenonmpi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI.prepare_next_block"]], "setup() (spreadstepsizesblockwise method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise.setup"]], "stepsizelimiter (class in implementations.convergence_controller_classes.step_size_limiter)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter"]], "stepsizeslopelimiter (class in implementations.convergence_controller_classes.step_size_limiter)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter"]], "dependencies() (stepsizelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter.dependencies"]], "get_new_step_size() (stepsizelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter.get_new_step_size"]], "get_new_step_size() (stepsizeslopelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter.get_new_step_size"]], "implementations.convergence_controller_classes.step_size_limiter": [[79, "module-implementations.convergence_controller_classes.step_size_limiter"]], "setup() (stepsizelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter.setup"]], "setup() (stepsizeslopelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter.setup"]], "storeuold (class in implementations.convergence_controller_classes.store_uold)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld"]], "implementations.convergence_controller_classes.store_uold": [[80, "module-implementations.convergence_controller_classes.store_uold"]], "post_iteration_processing() (storeuold method)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld.post_iteration_processing"]], "post_spread_processing() (storeuold method)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld.post_spread_processing"]], "setup() (storeuold method)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld.setup"]], "implementations.datatype_classes": [[81, "module-implementations.datatype_classes"]], "bcast() (cupy_mesh method)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.bcast"]], "comm (cupy_mesh property)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.comm"]], "comp1 (comp2_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh.comp1"]], "comp2 (comp2_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh.comp2"]], "comp2_cupy_mesh (class in implementations.datatype_classes.cupy_mesh)": [[82, "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh"]], "cupy_mesh (class in implementations.datatype_classes.cupy_mesh)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh"]], "expl (imex_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh.expl"]], "imex_cupy_mesh (class in implementations.datatype_classes.cupy_mesh)": [[82, "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh"]], "impl (imex_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh.impl"]], "implementations.datatype_classes.cupy_mesh": [[82, "module-implementations.datatype_classes.cupy_mesh"]], "irecv() (cupy_mesh method)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.irecv"]], "isend() (cupy_mesh method)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.isend"]], "expl (rhs_fenics_mesh attribute)": [[83, "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh.expl"]], "fenics_mesh (class in implementations.datatype_classes.fenics_mesh)": [[83, "implementations.datatype_classes.fenics_mesh.fenics_mesh"]], "impl (rhs_fenics_mesh attribute)": [[83, "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh.impl"]], "implementations.datatype_classes.fenics_mesh": [[83, "module-implementations.datatype_classes.fenics_mesh"]], "rhs_fenics_mesh (class in implementations.datatype_classes.fenics_mesh)": [[83, "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh"]], "values (fenics_mesh attribute)": [[83, "implementations.datatype_classes.fenics_mesh.fenics_mesh.values"]], "_comm (mesh attribute)": [[84, "implementations.datatype_classes.mesh.mesh._comm"]], "bcast() (mesh method)": [[84, "implementations.datatype_classes.mesh.mesh.bcast"]], "comm (mesh property)": [[84, "implementations.datatype_classes.mesh.mesh.comm"]], "comp1 (comp2_mesh attribute)": [[84, "implementations.datatype_classes.mesh.comp2_mesh.comp1"]], "comp2 (comp2_mesh attribute)": [[84, "implementations.datatype_classes.mesh.comp2_mesh.comp2"]], "comp2_mesh (class in implementations.datatype_classes.mesh)": [[84, "implementations.datatype_classes.mesh.comp2_mesh"]], "expl (imex_mesh attribute)": [[84, "implementations.datatype_classes.mesh.imex_mesh.expl"]], "imex_mesh (class in implementations.datatype_classes.mesh)": [[84, "implementations.datatype_classes.mesh.imex_mesh"]], "impl (imex_mesh attribute)": [[84, "implementations.datatype_classes.mesh.imex_mesh.impl"]], "implementations.datatype_classes.mesh": [[84, "module-implementations.datatype_classes.mesh"]], "irecv() (mesh method)": [[84, "implementations.datatype_classes.mesh.mesh.irecv"]], "isend() (mesh method)": [[84, "implementations.datatype_classes.mesh.mesh.isend"]], "mesh (class in implementations.datatype_classes.mesh)": [[84, "implementations.datatype_classes.mesh.mesh"]], "acceleration (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.acceleration"]], "elec (fields attribute)": [[85, "implementations.datatype_classes.particles.fields.elec"]], "fields (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.fields"]], "fields.electric (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.fields.electric"]], "fields.magnetic (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.fields.magnetic"]], "implementations.datatype_classes.particles": [[85, "module-implementations.datatype_classes.particles"]], "isend() (particles method)": [[85, "implementations.datatype_classes.particles.particles.isend"]], "magn (fields attribute)": [[85, "implementations.datatype_classes.particles.fields.magn"]], "particles (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.particles"]], "particles.position (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.particles.position"]], "particles.velocity (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.particles.velocity"]], "pos (particles attribute)": [[85, "implementations.datatype_classes.particles.particles.pos"]], "recv() (particles method)": [[85, "implementations.datatype_classes.particles.particles.recv"]], "send() (particles method)": [[85, "implementations.datatype_classes.particles.particles.send"]], "vel (particles attribute)": [[85, "implementations.datatype_classes.particles.particles.vel"]], "bcast() (petsc_vec method)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec.bcast"]], "expl (petsc_vec_comp2 attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_comp2.expl"]], "expl (petsc_vec_imex attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_imex.expl"]], "impl (petsc_vec_comp2 attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_comp2.impl"]], "impl (petsc_vec_imex attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_imex.impl"]], "implementations.datatype_classes.petsc_vec": [[86, "module-implementations.datatype_classes.petsc_vec"]], "irecv() (petsc_vec method)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec.irecv"]], "isend() (petsc_vec method)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec.isend"]], "petsc_vec (class in implementations.datatype_classes.petsc_vec)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec"]], "petsc_vec_comp2 (class in implementations.datatype_classes.petsc_vec)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_comp2"]], "petsc_vec_imex (class in implementations.datatype_classes.petsc_vec)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_imex"]], "implementations.problem_classes": [[87, "module-implementations.problem_classes"]], "a (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.A"]], "dx (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.Dx"], [88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.dx"]], "id (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.Id"]], "acoustic_1d_imex (class in implementations.problem_classes.acousticadvection_1d_fd_imex)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex"]], "dtype_f (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.dtype_f"]], "dtype_u (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.dtype_u"]], "eval_f() (acoustic_1d_imex method)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.eval_f"]], "implementations.problem_classes.acousticadvection_1d_fd_imex": [[88, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"]], "mesh (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.mesh"]], "solve_system() (acoustic_1d_imex method)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.solve_system"]], "u_exact() (acoustic_1d_imex method)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.u_exact"]], "advectiondiffusion1d_imex (class in implementations.problem_classes.advectiondiffusionequation_1d_fft)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex"]], "advectiondiffusion1d_implicit (class in implementations.problem_classes.advectiondiffusionequation_1d_fft)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit"]], "ddx (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.ddx"]], "dtype_f (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.dtype_f"]], "dtype_f (advectiondiffusion1d_implicit attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.dtype_f"]], "dtype_u (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.dtype_u"]], "dtype_u (advectiondiffusion1d_implicit attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.dtype_u"]], "eval_f() (advectiondiffusion1d_imex method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.eval_f"]], "eval_f() (advectiondiffusion1d_implicit method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.eval_f"]], "implementations.problem_classes.advectiondiffusionequation_1d_fft": [[89, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"]], "lap (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.lap"]], "solve_system() (advectiondiffusion1d_imex method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.solve_system"]], "solve_system() (advectiondiffusion1d_implicit method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.solve_system"]], "u_exact() (advectiondiffusion1d_imex method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.u_exact"]], "xvalues (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.xvalues"]], "a (advectionnd attribute)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd.A"]], "id (advectionnd attribute)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd.Id"]], "advectionnd (class in implementations.problem_classes.advectionequation_nd_fd)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd"]], "implementations.problem_classes.advectionequation_nd_fd": [[90, "module-implementations.problem_classes.AdvectionEquation_ND_FD"]], "u_exact() (advectionnd method)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd.u_exact"]], "a (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.A"]], "a (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.A"]], "allencahn_front_finel (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel"]], "allencahn_front_fullyimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit"]], "allencahn_front_semiimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit"]], "allencahn_periodic_fullyimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit"]], "allencahn_periodic_multiimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit"]], "allencahn_periodic_semiimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit"]], "dtype_f (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.dtype_f"]], "dtype_f (allencahn_front_semiimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit.dtype_f"]], "dtype_f (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.dtype_f"]], "dtype_f (allencahn_periodic_multiimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.dtype_f"]], "dtype_f (allencahn_periodic_semiimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit.dtype_f"]], "dtype_u (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.dtype_u"]], "dtype_u (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.dtype_u"]], "dx (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.dx"]], "dx (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.dx"]], "eval_f() (allencahn_front_finel method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel.eval_f"]], "eval_f() (allencahn_front_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.eval_f"]], "eval_f() (allencahn_front_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit.eval_f"]], "eval_f() (allencahn_periodic_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.eval_f"]], "eval_f() (allencahn_periodic_multiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.eval_f"]], "eval_f() (allencahn_periodic_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit.eval_f"]], "implementations.problem_classes.allencahn_1d_fd": [[91, "module-implementations.problem_classes.AllenCahn_1D_FD"]], "solve_system() (allencahn_front_finel method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel.solve_system"]], "solve_system() (allencahn_front_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.solve_system"]], "solve_system() (allencahn_front_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit.solve_system"]], "solve_system() (allencahn_periodic_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.solve_system"]], "solve_system() (allencahn_periodic_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit.solve_system"]], "solve_system_1() (allencahn_periodic_multiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.solve_system_1"]], "solve_system_2() (allencahn_periodic_multiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.solve_system_2"]], "u_exact() (allencahn_front_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.u_exact"]], "u_exact() (allencahn_periodic_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.u_exact"]], "uext (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.uext"]], "work_counters (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.work_counters"]], "work_counters (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.work_counters"]], "xvalues (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.xvalues"]], "xvalues (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.xvalues"]], "a (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.A"]], "allencahn_fullyimplicit (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit"]], "allencahn_multiimplicit (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit"]], "allencahn_multiimplicit_v2 (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2"]], "allencahn_semiimplicit (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit"]], "allencahn_semiimplicit_v2 (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2"]], "dtype_f (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.dtype_f"]], "dtype_f (allencahn_multiimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.dtype_f"]], "dtype_f (allencahn_multiimplicit_v2 attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.dtype_f"]], "dtype_f (allencahn_semiimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.dtype_f"]], "dtype_f (allencahn_semiimplicit_v2 attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2.dtype_f"]], "dtype_u (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.dtype_u"]], "dx (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.dx"]], "eval_f() (allencahn_fullyimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.eval_f"]], "eval_f() (allencahn_multiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.eval_f"]], "eval_f() (allencahn_multiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.eval_f"]], "eval_f() (allencahn_semiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.eval_f"]], "eval_f() (allencahn_semiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2.eval_f"]], "implementations.problem_classes.allencahn_2d_fd": [[92, "module-implementations.problem_classes.AllenCahn_2D_FD"]], "lin_itercount (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.lin_itercount"]], "lin_ncalls (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.lin_ncalls"]], "newton_itercount (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.newton_itercount"]], "newton_ncalls (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.newton_ncalls"]], "solve_system() (allencahn_fullyimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.solve_system"]], "solve_system() (allencahn_semiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.solve_system"]], "solve_system() (allencahn_semiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2.solve_system"]], "solve_system_1() (allencahn_multiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.solve_system_1"]], "solve_system_1() (allencahn_multiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.solve_system_1"]], "solve_system_2() (allencahn_multiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.solve_system_2"]], "solve_system_2() (allencahn_multiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.solve_system_2"]], "u_exact() (allencahn_fullyimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.u_exact"]], "u_exact() (allencahn_semiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.u_exact"]], "xvalues (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.xvalues"]], "allencahn2d_imex (class in implementations.problem_classes.allencahn_2d_fft)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex"]], "allencahn2d_imex_stab (class in implementations.problem_classes.allencahn_2d_fft)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab"]], "dtype_f (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.dtype_f"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.dtype_f"]], "dtype_u (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.dtype_u"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.dtype_u"]], "dx (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.dx"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.dx"]], "dx (allencahn2d_imex_stab attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.dx"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.dx"]], "eval_f() (allencahn2d_imex method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.eval_f"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.eval_f"]], "eval_f() (allencahn2d_imex_stab method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.eval_f"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.eval_f"]], "implementations.problem_classes.allencahn_2d_fft": [[94, "module-implementations.problem_classes.AllenCahn_2D_FFT"]], "lap (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.lap"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.lap"]], "lap (allencahn2d_imex_stab attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.lap"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.lap"]], "solve_system() (allencahn2d_imex method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.solve_system"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.solve_system"]], "solve_system() (allencahn2d_imex_stab method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.solve_system"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.solve_system"]], "u_exact() (allencahn2d_imex method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.u_exact"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.u_exact"]], "xvalues (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.xvalues"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.xvalues"]], "xvalues (allencahn2d_imex_stab attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.xvalues"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.xvalues"]], "allencahn2d_imex (class in implementations.problem_classes.allencahn_2d_fft_gpu)": [[95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex"]], "allencahn2d_imex_stab (class in implementations.problem_classes.allencahn_2d_fft_gpu)": [[95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab"]], "implementations.problem_classes.allencahn_2d_fft_gpu": [[95, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"]], "k2 (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.K2"]], "x (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.X"]], "allencahn_imex (class in implementations.problem_classes.allencahn_mpifft)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex"]], "allencahn_imex_timeforcing (class in implementations.problem_classes.allencahn_mpifft)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex_timeforcing"]], "dtype_f (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dtype_f"]], "dtype_u (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dtype_u"]], "dx (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dx"]], "dy (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dy"]], "eval_f() (allencahn_imex method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.eval_f"]], "eval_f() (allencahn_imex_timeforcing method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex_timeforcing.eval_f"]], "fft (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.fft"]], "implementations.problem_classes.allencahn_mpifft": [[96, "module-implementations.problem_classes.AllenCahn_MPIFFT"]], "solve_system() (allencahn_imex method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.solve_system"]], "u_exact() (allencahn_imex method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.u_exact"]], "d (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.D"]], "k2 (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.K2"]], "l (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.L"]], "tm (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.TM"]], "x (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.X"]], "allencahn_temp_imex (class in implementations.problem_classes.allencahn_temp_mpifft)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex"]], "comm (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.comm"]], "dtype_f (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dtype_f"]], "dtype_u (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dtype_u"]], "dw (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dw"]], "dx (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dx"]], "dy (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dy"]], "eps (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.eps"]], "eval_f() (allencahn_temp_imex method)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.eval_f"]], "fft (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.fft"]], "implementations.problem_classes.allencahn_temp_mpifft": [[97, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"]], "init_type (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.init_type"]], "nvars (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.nvars"]], "radius (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.radius"]], "solve_system() (allencahn_temp_imex method)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.solve_system"]], "spectral (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.spectral"]], "u_exact() (allencahn_temp_imex method)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.u_exact"]], "auzinger (class in implementations.problem_classes.auzinger_implicit)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger"]], "dtype_f (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.dtype_f"]], "dtype_u (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.dtype_u"]], "eval_f() (auzinger method)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.eval_f"]], "implementations.problem_classes.auzinger_implicit": [[98, "module-implementations.problem_classes.Auzinger_implicit"]], "newton_maxiter (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.newton_maxiter"]], "newton_tol (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.newton_tol"]], "solve_system() (auzinger method)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.solve_system"]], "u_exact() (auzinger method)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.u_exact"]], "a (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.A"]], "battery (class in implementations.problem_classes.battery)": [[99, "implementations.problem_classes.Battery.battery"]], "battery_implicit (class in implementations.problem_classes.battery)": [[99, "implementations.problem_classes.Battery.battery_implicit"]], "battery_n_capacitors (class in implementations.problem_classes.battery)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors"]], "count_switches() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.count_switches"]], "dtype_f (battery attribute)": [[99, "implementations.problem_classes.Battery.battery.dtype_f"]], "dtype_f (battery_implicit attribute)": [[99, "implementations.problem_classes.Battery.battery_implicit.dtype_f"]], "dtype_f (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.dtype_f"]], "dtype_u (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.dtype_u"]], "eval_f() (battery method)": [[99, "implementations.problem_classes.Battery.battery.eval_f"]], "eval_f() (battery_implicit method)": [[99, "implementations.problem_classes.Battery.battery_implicit.eval_f"]], "eval_f() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.eval_f"]], "get_problem_dict() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.get_problem_dict"]], "get_switching_info() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.get_switching_info"]], "implementations.problem_classes.battery": [[99, "module-implementations.problem_classes.Battery"]], "nswitches (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.nswitches"]], "solve_system() (battery method)": [[99, "implementations.problem_classes.Battery.battery.solve_system"]], "solve_system() (battery_implicit method)": [[99, "implementations.problem_classes.Battery.battery_implicit.solve_system"]], "solve_system() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.solve_system"]], "switch_a (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.switch_A"]], "switch_f (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.switch_f"]], "t_switch (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.t_switch"]], "u_exact() (battery method)": [[99, "implementations.problem_classes.Battery.battery.u_exact"]], "u_exact() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.u_exact"]], "work_counters (battery_implicit attribute)": [[99, "implementations.problem_classes.Battery.battery_implicit.work_counters"]], "d_upwind (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.D_upwind"]], "id (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.Id"]], "m (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.M"]], "n (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.N"]], "bc_hor (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.bc_hor"]], "bc_ver (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.bc_ver"]], "boussinesq_2d_imex (class in implementations.problem_classes.boussinesq_2d_fd_imex)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex"]], "dtype_f (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.dtype_f"]], "dtype_u (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.dtype_u"]], "eval_f() (boussinesq_2d_imex method)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.eval_f"]], "gmres_logger (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.gmres_logger"]], "h (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.h"]], "implementations.problem_classes.boussinesq_2d_fd_imex": [[100, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"]], "solve_system() (boussinesq_2d_imex method)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.solve_system"]], "u_exact() (boussinesq_2d_imex method)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.u_exact"]], "xx (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.xx"]], "zz (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.zz"]], "a (buck_converter attribute)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.A"]], "buck_converter (class in implementations.problem_classes.buckconverter)": [[101, "implementations.problem_classes.BuckConverter.buck_converter"]], "dtype_f (buck_converter attribute)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.dtype_f"]], "dtype_u (buck_converter attribute)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.dtype_u"]], "eval_f() (buck_converter method)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.eval_f"]], "implementations.problem_classes.buckconverter": [[101, "module-implementations.problem_classes.BuckConverter"]], "solve_system() (buck_converter method)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.solve_system"]], "u_exact() (buck_converter method)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.u_exact"]], "discontinuoustestode (class in implementations.problem_classes.discontinuoustestode)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE"]], "count_switches() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.count_switches"]], "dtype_f (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.dtype_f"]], "dtype_u (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.dtype_u"]], "eval_f() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.eval_f"]], "get_switching_info() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.get_switching_info"]], "implementations.problem_classes.discontinuoustestode": [[102, "module-implementations.problem_classes.DiscontinuousTestODE"]], "nswitches (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.nswitches"]], "solve_system() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.solve_system"]], "t_switch (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.t_switch"]], "t_switch_exact (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.t_switch_exact"]], "u_exact() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.u_exact"]], "work_counters (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.work_counters"]], "dtype_f (swfw_scalar attribute)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.dtype_f"]], "dtype_u (swfw_scalar attribute)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.dtype_u"]], "eval_f() (swfw_scalar method)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.eval_f"]], "implementations.problem_classes.fastwaveslowwave_0d": [[103, "module-implementations.problem_classes.FastWaveSlowWave_0D"]], "solve_system() (swfw_scalar method)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.solve_system"]], "swfw_scalar (class in implementations.problem_classes.fastwaveslowwave_0d)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar"]], "u_exact() (swfw_scalar method)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.u_exact"]], "dtype_f (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.dtype_f"]], "dtype_u (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.dtype_u"]], "dx (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.dx"]], "eval_f() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.eval_f"]], "eval_hamiltonian() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.eval_hamiltonian"]], "eval_mode_energy() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.eval_mode_energy"]], "fermi_pasta_ulam_tsingou (class in implementations.problem_classes.fermipastaulamtsingou)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou"]], "implementations.problem_classes.fermipastaulamtsingou": [[104, "module-implementations.problem_classes.FermiPastaUlamTsingou"]], "ones (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.ones"]], "u_exact() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.u_exact"]], "xvalues (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.xvalues"]], "g (full_solar_system attribute)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.G"]], "dtype_f (full_solar_system attribute)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.dtype_f"]], "dtype_u (full_solar_system attribute)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.dtype_u"]], "full_solar_system (class in implementations.problem_classes.fullsolarsystem)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system"]], "implementations.problem_classes.fullsolarsystem": [[105, "module-implementations.problem_classes.FullSolarSystem"]], "u_exact() (full_solar_system method)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.u_exact"]], "a (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.A"]], "dtype_f (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.dtype_f"]], "dtype_u (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.dtype_u"]], "dx (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.dx"]], "eval_f() (generalized_fisher method)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.eval_f"]], "generalized_fisher (class in implementations.problem_classes.generalizedfisher_1d_fd_implicit)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher"]], "implementations.problem_classes.generalizedfisher_1d_fd_implicit": [[106, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"]], "solve_system() (generalized_fisher method)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.solve_system"]], "u_exact() (generalized_fisher method)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.u_exact"]], "a (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.A"]], "f (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.F"]], "fisher_full (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full"]], "fisher_reaction (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction"]], "j (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.J"]], "col (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.col"]], "dtype_f (petsc_fisher_fullyimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit.dtype_f"]], "dtype_f (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.dtype_f"]], "dtype_f (petsc_fisher_semiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit.dtype_f"]], "dtype_u (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.dtype_u"]], "dx (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.dx"]], "eval_f() (petsc_fisher_fullyimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit.eval_f"]], "eval_f() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.eval_f"]], "eval_f() (petsc_fisher_semiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit.eval_f"]], "formfunction() (fisher_full method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.formFunction"]], "formfunction() (fisher_reaction method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction.formFunction"]], "formjacobian() (fisher_full method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.formJacobian"]], "formjacobian() (fisher_reaction method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction.formJacobian"]], "get_sys_mat() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.get_sys_mat"]], "implementations.problem_classes.generalizedfisher_1d_petsc": [[107, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"]], "ksp (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.ksp"]], "localx (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.localX"]], "localx (fisher_reaction attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction.localX"]], "localx (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.localX"]], "mx (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.mx"]], "petsc_fisher_fullyimplicit (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit"]], "petsc_fisher_multiimplicit (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit"]], "petsc_fisher_semiimplicit (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit"]], "row (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.row"]], "snes (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.snes"]], "solve_system() (petsc_fisher_fullyimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit.solve_system"]], "solve_system() (petsc_fisher_semiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit.solve_system"]], "solve_system_1() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.solve_system_1"]], "solve_system_2() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.solve_system_2"]], "u_exact() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.u_exact"]], "f (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.F"]], "f1 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.F1"]], "f2 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.F2"]], "m (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.M"]], "v (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.V"]], "dtype_f (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.dtype_f"]], "dtype_u (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.dtype_u"]], "eval_f() (fenics_grayscott method)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.eval_f"]], "fenics_grayscott (class in implementations.problem_classes.grayscott_1d_fenics_implicit)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott"]], "implementations.problem_classes.grayscott_1d_fenics_implicit": [[108, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"]], "solve_system() (fenics_grayscott method)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.solve_system"]], "u_exact() (fenics_grayscott method)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.u_exact"]], "w (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.w"]], "w1 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.w1"]], "w2 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.w2"]], "amat (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.AMat"]], "gs_full (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full"]], "gs_reaction (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction"]], "id (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.Id"]], "dtype_f (petsc_grayscott_fullyimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit.dtype_f"]], "dtype_f (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dtype_f"]], "dtype_f (petsc_grayscott_semiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit.dtype_f"]], "dtype_u (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dtype_u"]], "dx (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dx"]], "dy (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dy"]], "eval_f() (petsc_grayscott_fullyimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit.eval_f"]], "eval_f() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.eval_f"]], "eval_f() (petsc_grayscott_semiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit.eval_f"]], "formfunction() (gs_full method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full.formFunction"]], "formfunction() (gs_reaction method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction.formFunction"]], "formjacobian() (gs_full method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full.formJacobian"]], "formjacobian() (gs_reaction method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction.formJacobian"]], "implementations.problem_classes.grayscott_2d_petsc_periodic": [[109, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"]], "ksp (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.ksp"]], "localx (gs_full attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full.localX"]], "localx (gs_reaction attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction.localX"]], "localx (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.localX"]], "petsc_grayscott_fullyimplicit (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit"]], "petsc_grayscott_multiimplicit (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit"]], "petsc_grayscott_semiimplicit (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit"]], "snes (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.snes"]], "snes_itercount (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.snes_itercount"]], "snes_ncalls (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.snes_ncalls"]], "solve_system() (petsc_grayscott_fullyimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit.solve_system"]], "solve_system() (petsc_grayscott_semiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit.solve_system"]], "solve_system_1() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.solve_system_1"]], "solve_system_2() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.solve_system_2"]], "u_exact() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.u_exact"]], "ku (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.Ku"]], "ku (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.Ku"]], "kv (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.Kv"]], "kv (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.Kv"]], "x (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.X"]], "x (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.X"]], "dtype_f (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.dtype_f"]], "dtype_f (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.dtype_f"]], "dtype_f (grayscott_mi_linear attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.dtype_f"]], "dtype_u (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.dtype_u"]], "eval_f() (grayscott_imex_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.eval_f"]], "eval_f() (grayscott_imex_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_linear.eval_f"]], "eval_f() (grayscott_mi_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.eval_f"]], "eval_f() (grayscott_mi_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.eval_f"]], "fft (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.fft"]], "fft (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.fft"]], "grayscott_imex_diffusion (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion"]], "grayscott_imex_linear (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_linear"]], "grayscott_mi_diffusion (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion"]], "grayscott_mi_linear (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear"]], "implementations.problem_classes.grayscott_mpifft": [[110, "module-implementations.problem_classes.GrayScott_MPIFFT"]], "ndim (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.ndim"]], "ndim (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.ndim"]], "solve_system() (grayscott_imex_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.solve_system"]], "solve_system_1() (grayscott_mi_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.solve_system_1"]], "solve_system_1() (grayscott_mi_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.solve_system_1"]], "solve_system_2() (grayscott_mi_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.solve_system_2"]], "solve_system_2() (grayscott_mi_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.solve_system_2"]], "u_exact() (grayscott_imex_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.u_exact"]], "dtype_f (harmonic_oscillator attribute)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.dtype_f"]], "dtype_u (harmonic_oscillator attribute)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.dtype_u"]], "eval_f() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.eval_f"]], "eval_hamiltonian() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.eval_hamiltonian"]], "harmonic_oscillator (class in implementations.problem_classes.harmonicoscillator)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator"]], "implementations.problem_classes.harmonicoscillator": [[111, "module-implementations.problem_classes.HarmonicOscillator"]], "u_exact() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.u_exact"]], "u_init() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.u_init"]], "k (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.K"]], "k (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.K"]], "m (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.M"]], "m (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.M"]], "v (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.V"]], "v (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.V"]], "apply_mass_matrix() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.apply_mass_matrix"]], "bc (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.bc"]], "bc (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.bc"]], "dtype_f (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.dtype_f"]], "dtype_u (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.dtype_u"]], "eval_f() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.eval_f"]], "eval_f() (fenics_heat_mass method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.eval_f"]], "fenics_heat (class in implementations.problem_classes.heatequation_1d_fenics_matrix_forced)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat"]], "fenics_heat_mass (class in implementations.problem_classes.heatequation_1d_fenics_matrix_forced)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass"]], "g (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.g"]], "g (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.g"]], "implementations.problem_classes.heatequation_1d_fenics_matrix_forced": [[112, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"]], "solve_system() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.solve_system"]], "solve_system() (fenics_heat_mass method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.solve_system"]], "u_exact() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.u_exact"]], "m (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.M"]], "m (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.M"]], "v (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.V"]], "v (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.V"], [113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.v"]], "a_k (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.a_K"]], "a_k (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.a_K"]], "bc (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.bc"]], "bc (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.bc"]], "dtype_f (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.dtype_f"]], "dtype_f (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.dtype_f"]], "dtype_u (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.dtype_u"]], "dtype_u (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.dtype_u"]], "eval_f() (fenics_heat_weak_fullyimplicit method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.eval_f"]], "eval_f() (fenics_heat_weak_imex method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.eval_f"]], "fenics_heat_weak_fullyimplicit (class in implementations.problem_classes.heatequation_1d_fenics_weak_forced)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit"]], "fenics_heat_weak_imex (class in implementations.problem_classes.heatequation_1d_fenics_weak_forced)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex"]], "g (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.g"]], "g (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.g"]], "implementations.problem_classes.heatequation_1d_fenics_weak_forced": [[113, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"]], "solve_system() (fenics_heat_weak_fullyimplicit method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.solve_system"]], "solve_system() (fenics_heat_weak_imex method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.solve_system"]], "u (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.u"]], "u_exact() (fenics_heat_weak_fullyimplicit method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.u_exact"]], "u_exact() (fenics_heat_weak_imex method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.u_exact"]], "w (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.w"]], "a (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.A"]], "id (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.Id"]], "dtype_f (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dtype_f"]], "dtype_u (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dtype_u"]], "dx (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dx"]], "dy (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dy"]], "eval_f() (heat2d_petsc_forced method)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.eval_f"]], "heat2d_petsc_forced (class in implementations.problem_classes.heatequation_2d_petsc_forced)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced"]], "implementations.problem_classes.heatequation_2d_petsc_forced": [[114, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"]], "ksp (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.ksp"]], "ksp_itercount (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.ksp_itercount"]], "ksp_ncalls (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.ksp_ncalls"]], "solve_system() (heat2d_petsc_forced method)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.solve_system"]], "u_exact() (heat2d_petsc_forced method)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.u_exact"]], "a (heatnd_unforced attribute)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced.A"]], "id (heatnd_unforced attribute)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced.Id"]], "dtype_f (heatnd_forced attribute)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced.dtype_f"]], "eval_f() (heatnd_forced method)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced.eval_f"]], "heatnd_forced (class in implementations.problem_classes.heatequation_nd_fd)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced"]], "heatnd_unforced (class in implementations.problem_classes.heatequation_nd_fd)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced"]], "implementations.problem_classes.heatequation_nd_fd": [[115, "module-implementations.problem_classes.HeatEquation_ND_FD"]], "u_exact() (heatnd_forced method)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced.u_exact"]], "u_exact() (heatnd_unforced method)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced.u_exact"]], "dtype_f (henon_heiles attribute)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.dtype_f"]], "dtype_u (henon_heiles attribute)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.dtype_u"]], "eval_f() (henon_heiles method)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.eval_f"]], "eval_hamiltonian() (henon_heiles method)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.eval_hamiltonian"]], "henon_heiles (class in implementations.problem_classes.henonheiles)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles"]], "implementations.problem_classes.henonheiles": [[117, "module-implementations.problem_classes.HenonHeiles"]], "u_exact() (henon_heiles method)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.u_exact"]], "dtype_f (logistics_equation attribute)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.dtype_f"]], "dtype_u (logistics_equation attribute)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.dtype_u"]], "eval_f() (logistics_equation method)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.eval_f"]], "implementations.problem_classes.logisticequation": [[118, "module-implementations.problem_classes.LogisticEquation"]], "logistics_equation (class in implementations.problem_classes.logisticequation)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation"]], "solve_system() (logistics_equation method)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.solve_system"]], "u_exact() (logistics_equation method)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.u_exact"]], "lorenzattractor (class in implementations.problem_classes.lorenz)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor"]], "dtype_f (lorenzattractor attribute)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.dtype_f"]], "dtype_u (lorenzattractor attribute)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.dtype_u"]], "eval_f() (lorenzattractor method)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.eval_f"]], "implementations.problem_classes.lorenz": [[119, "module-implementations.problem_classes.Lorenz"]], "solve_system() (lorenzattractor method)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.solve_system"]], "u_exact() (lorenzattractor method)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.u_exact"]], "work_counter (lorenzattractor attribute)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.work_counter"]], "k2 (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.K2"]], "x (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.X"]], "dtype_f (nonlinearschroedinger_fully_implicit attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.dtype_f"]], "dtype_f (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.dtype_f"]], "dtype_u (nonlinearschroedinger_fully_implicit attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.dtype_u"]], "dtype_u (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.dtype_u"]], "eval_f() (nonlinearschroedinger_fully_implicit method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.eval_f"]], "eval_f() (nonlinearschroedinger_imex method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.eval_f"]], "fft (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.fft"]], "implementations.problem_classes.nonlinearschroedinger_mpifft": [[120, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "nonlinearschroedinger_fully_implicit (class in implementations.problem_classes.nonlinearschroedinger_mpifft)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit"]], "nonlinearschroedinger_imex (class in implementations.problem_classes.nonlinearschroedinger_mpifft)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex"]], "solve_system() (nonlinearschroedinger_fully_implicit method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.solve_system"]], "solve_system() (nonlinearschroedinger_imex method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.solve_system"]], "u_exact() (nonlinearschroedinger_imex method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.u_exact"]], "g (outer_solar_system attribute)": [[121, "id0"], [121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.G"]], "dtype_f (outer_solar_system attribute)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.dtype_f"]], "dtype_u (outer_solar_system attribute)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.dtype_u"]], "eval_f() (outer_solar_system method)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.eval_f"]], "eval_hamiltonian() (outer_solar_system method)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.eval_hamiltonian"]], "implementations.problem_classes.outersolarsystem": [[121, "module-implementations.problem_classes.OuterSolarSystem"]], "outer_solar_system (class in implementations.problem_classes.outersolarsystem)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system"]], "u_exact() (outer_solar_system method)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.u_exact"]], "boris_solver() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.boris_solver"]], "build_f() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.build_f"]], "dtype_f (penningtrap attribute)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.dtype_f"]], "dtype_u (penningtrap attribute)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.dtype_u"]], "eval_f() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.eval_f"]], "fast_interactions() (penningtrap static method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.fast_interactions"]], "get_interactions() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.get_interactions"]], "implementations.problem_classes.penningtrap_3d": [[122, "module-implementations.problem_classes.PenningTrap_3D"]], "penningtrap (class in implementations.problem_classes.penningtrap_3d)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap"]], "u_exact() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.u_exact"]], "u_init() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.u_init"]], "work_counter (penningtrap attribute)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.work_counter"]], "dtype_f (piline attribute)": [[123, "implementations.problem_classes.Piline.piline.dtype_f"]], "dtype_u (piline attribute)": [[123, "implementations.problem_classes.Piline.piline.dtype_u"]], "eval_f() (piline method)": [[123, "implementations.problem_classes.Piline.piline.eval_f"]], "implementations.problem_classes.piline": [[123, "module-implementations.problem_classes.Piline"]], "piline (class in implementations.problem_classes.piline)": [[123, "implementations.problem_classes.Piline.piline"]], "solve_system() (piline method)": [[123, "implementations.problem_classes.Piline.piline.solve_system"]], "u_exact() (piline method)": [[123, "implementations.problem_classes.Piline.piline.u_exact"]], "a (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.A"]], "id (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.Id"]], "quench (class in implementations.problem_classes.quench)": [[124, "implementations.problem_classes.Quench.Quench"]], "quenchimex (class in implementations.problem_classes.quench)": [[124, "implementations.problem_classes.Quench.QuenchIMEX"]], "dtype_f (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.dtype_f"]], "dtype_f (quenchimex attribute)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.dtype_f"]], "dtype_u (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.dtype_u"]], "dx (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.dx"]], "eval_f() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.eval_f"]], "eval_f() (quenchimex method)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.eval_f"]], "eval_f_non_linear() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.eval_f_non_linear"]], "get_non_linear_jacobian() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.get_non_linear_Jacobian"]], "implementations.problem_classes.quench": [[124, "module-implementations.problem_classes.Quench"]], "leak (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.leak"]], "solve_system() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.solve_system"]], "solve_system() (quenchimex method)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.solve_system"]], "u_exact() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.u_exact"]], "u_exact() (quenchimex method)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.u_exact"]], "xv (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.xv"]], "a (testequation0d attribute)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.A"]], "dtype_f (testequation0d attribute)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.dtype_f"]], "dtype_u (testequation0d attribute)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.dtype_u"]], "eval_f() (testequation0d method)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.eval_f"]], "implementations.problem_classes.testequation_0d": [[125, "module-implementations.problem_classes.TestEquation_0D"]], "solve_system() (testequation0d method)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.solve_system"]], "testequation0d (class in implementations.problem_classes.testequation_0d)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d"]], "u_exact() (testequation0d method)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.u_exact"]], "dtype_f (vanderpol attribute)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_f"]], "dtype_u (vanderpol attribute)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_u"]], "eval_f() (vanderpol method)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.eval_f"]], "implementations.problem_classes.van_der_pol_implicit": [[126, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "solve_system() (vanderpol method)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.solve_system"]], "u_exact() (vanderpol method)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.u_exact"]], "vanderpol (class in implementations.problem_classes.van_der_pol_implicit)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol"]], "work_counters (vanderpol attribute)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.work_counters"]], "k (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.K"]], "m (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.M"]], "v (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.V"]], "dtype_f (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_f"]], "dtype_u (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_u"]], "eval_f() (fenics_vortex_2d method)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.eval_f"]], "fenics_vortex_2d (class in implementations.problem_classes.vorticityvelocity_2d_fenics_periodic)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d"]], "implementations.problem_classes.vorticityvelocity_2d_fenics_periodic": [[127, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "solve_system() (fenics_vortex_2d method)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.solve_system"]], "u_exact() (fenics_vortex_2d method)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.u_exact"]], "implementations.problem_classes.acoustic_helpers": [[128, "module-implementations.problem_classes.acoustic_helpers"]], "getbcleft() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCRight"]], "gethorizontaldx() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getHorizontalDx"]], "getmatrix() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getMatrix"]], "implementations.problem_classes.acoustic_helpers.buildfdmatrix": [[129, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "getwave1dadvectionmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DAdvectionMatrix"]], "getwave1dmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DMatrix"]], "getwavebcleft() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCLeft"]], "getwavebcright() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCRight"]], "implementations.problem_classes.acoustic_helpers.buildwave1dmatrix": [[130, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "bdf2 (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk"]], "f() (dirk method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f"]], "f_fast() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast"]], "f_fast_solve() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast_solve"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast_solve"]], "f_slow() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_slow"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_slow"]], "f_solve() (dirk method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f_solve"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f_solve"]], "firsttimestep() (bdf2 method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.firsttimestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.firsttimestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators": [[131, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex"]], "timestep() (bdf2 method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.timestep"]], "timestep() (dirk method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.timestep"]], "timestep() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.timestep"]], "timestep() (trapezoidal method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.timestep"]], "trapezoidal (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers": [[132, "module-implementations.problem_classes.boussinesq_helpers"]], "get2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMatrix"]], "get2dmesh() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMesh"]], "get2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DUpwindMatrix"]], "getbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCHorizontal"]], "getbcvertical() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCVertical"]], "implementations.problem_classes.boussinesq_helpers.build2dfdmatrix": [[133, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "getboussinesq2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DMatrix"]], "getboussinesq2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DUpwindMatrix"]], "getboussinesqbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCHorizontal"]], "getboussinesqbcvertical() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix": [[134, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "getbcleft() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCRight"]], "getmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getMatrix"]], "getupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getUpwindMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildfdmatrix": [[135, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "callback (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback"]], "add() (logging method)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging.add"]], "getcounter() (callback method)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getcounter"]], "getresidual() (callback method)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getresidual"]], "implementations.problem_classes.boussinesq_helpers.helper_classes": [[136, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "logging (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging"]], "numsmalltimesteps() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.NumSmallTimeSteps"]], "rk3lin() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.RK3Lin"]], "splitexplicit (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit"]], "verletlin() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.VerletLin"]], "bdf2 (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk"]], "f() (bdf2 method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f"]], "f() (trapezoidal method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f"]], "f_fast() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fast"]], "f_fastmom() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastMom"]], "f_fastther() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastTher"]], "f_slow() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_slow"]], "f_solve() (bdf2 method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f_solve"]], "f_solve() (trapezoidal method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f_solve"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators": [[137, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex"]], "timestep() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.timestep"]], "trapezoidal (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers.unflatten": [[138, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "unflatten() (in module implementations.problem_classes.boussinesq_helpers.unflatten)": [[138, "implementations.problem_classes.boussinesq_helpers.unflatten.unflatten"]], "a (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.A"]], "genericndimfindiff (class in implementations.problem_classes.generic_nd_fd)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff"]], "id (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.Id"]], "dtype_f (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_f"]], "dtype_u (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_u"]], "dx (genericndimfindiff property)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dx"]], "eval_f() (genericndimfindiff method)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.eval_f"]], "get_default_sweeper_class() (genericndimfindiff class method)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.get_default_sweeper_class"]], "grids (genericndimfindiff property)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.grids"]], "implementations.problem_classes.generic_nd_fd": [[139, "module-implementations.problem_classes.generic_ND_FD"]], "ndim (genericndimfindiff property)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.ndim"]], "solve_system() (genericndimfindiff method)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.solve_system"]], "xvalues (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.xvalues"]], "dtype_f (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_f"]], "dtype_u (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_u"]], "eval_f() (nonlinear_ode_1 method)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.eval_f"]], "implementations.problem_classes.nonlinear_ode_1": [[140, "module-implementations.problem_classes.nonlinear_ODE_1"]], "newton_itercount (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.newton_itercount"]], "newton_ncalls (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.newton_ncalls"]], "nonlinear_ode_1 (class in implementations.problem_classes.nonlinear_ode_1)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1"]], "solve_system() (nonlinear_ode_1 method)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.solve_system"]], "u_exact() (nonlinear_ode_1 method)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.u_exact"]], "dtype_f (polynomial_testequation attribute)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.dtype_f"]], "dtype_f (polynomial_testequation_imex attribute)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX.dtype_f"]], "dtype_u (polynomial_testequation attribute)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.dtype_u"]], "eval_f() (polynomial_testequation method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.eval_f"]], "eval_f() (polynomial_testequation_imex method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX.eval_f"]], "implementations.problem_classes.polynomial_test_problem": [[141, "module-implementations.problem_classes.polynomial_test_problem"]], "polynomial_testequation (class in implementations.problem_classes.polynomial_test_problem)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation"]], "polynomial_testequation_imex (class in implementations.problem_classes.polynomial_test_problem)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX"]], "solve_system() (polynomial_testequation method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.solve_system"]], "u_exact() (polynomial_testequation method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.u_exact"]], "implementations.sweeper_classes": [[142, "module-implementations.sweeper_classes"]], "adamsbashforthexplicit1step (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step"]], "adamsmoultonimplicit1step (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step"]], "adamsmoultonimplicit2step (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step"]], "backwardeuler (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.BackwardEuler"]], "cache (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.Cache"]], "multistep (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.MultiStep"]], "alpha (adamsbashforthexplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step.alpha"]], "alpha (adamsmoultonimplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step.alpha"]], "alpha (adamsmoultonimplicit2step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.alpha"]], "alpha (backwardeuler attribute)": [[143, "implementations.sweeper_classes.Multistep.BackwardEuler.alpha"]], "alpha (multistep attribute)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.alpha"]], "beta (adamsbashforthexplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step.beta"]], "beta (adamsmoultonimplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step.beta"]], "beta (adamsmoultonimplicit2step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.beta"]], "beta (backwardeuler attribute)": [[143, "implementations.sweeper_classes.Multistep.BackwardEuler.beta"]], "beta (multistep attribute)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.beta"]], "compute_end_point() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.compute_end_point"]], "compute_residual() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.compute_residual"]], "generate_starting_values() (adamsmoultonimplicit2step method)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.generate_starting_values"]], "generate_starting_values() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.generate_starting_values"]], "implementations.sweeper_classes.multistep": [[143, "module-implementations.sweeper_classes.Multistep"]], "predict() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.predict"]], "update() (cache method)": [[143, "implementations.sweeper_classes.Multistep.Cache.update"]], "update_nodes() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.update_nodes"]], "ark54 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54"]], "ark548l2sa (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA"]], "ark548l2saerk (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK"]], "ark548l2saerk2 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2"]], "ark548l2saesdirk (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK"]], "ark548l2saesdirk2 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2"]], "backwardeuler (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler"]], "butchertableau (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ButcherTableau"]], "butchertableauclass (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass"]], "butchertableauclass (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass"]], "butchertableauclass (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.ButcherTableauClass"]], "butchertableauclass (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.ButcherTableauClass"]], "butchertableauclass (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.ButcherTableauClass"]], "butchertableauclass (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.ButcherTableauClass"]], "butchertableauclass (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.ButcherTableauClass"]], "butchertableauclass (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.ButcherTableauClass"]], "butchertableauclass (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.ButcherTableauClass"]], "butchertableauclass_explicit (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass_explicit"]], "butchertableauclass_explicit (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit"]], "butchertableauclass_explicit (rungekuttaimex attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.ButcherTableauClass_explicit"]], "butchertableauembedded (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded"]], "cash_karp (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp"]], "cranknicholson (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson"]], "dirk43 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43"]], "esdirk53 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53"]], "explicitmidpointmethod (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod"]], "forwardeuler (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler"]], "heun_euler (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler"]], "implicitmidpointmethod (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod"]], "rk4 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4"]], "rungekutta (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta"]], "rungekuttaimex (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX"]], "compute_end_point() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.compute_end_point"]], "gamma (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.gamma"]], "get_butcher_tableau() (rungekutta class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_Butcher_tableau"]], "get_butcher_tableau_explicit() (rungekuttaimex class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.get_Butcher_tableau_explicit"]], "get_q_matrix() (rungekutta class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_Q_matrix"]], "get_full_f() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_full_f"]], "get_update_order() (ark54 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.get_update_order"]], "get_update_order() (ark548l2sa class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order"]], "get_update_order() (ark548l2saerk class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.get_update_order"]], "get_update_order() (ark548l2saesdirk2 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.get_update_order"]], "get_update_order() (cash_karp class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.get_update_order"]], "get_update_order() (dirk43 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.get_update_order"]], "get_update_order() (esdirk53 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.get_update_order"]], "get_update_order() (heun_euler class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.get_update_order"]], "get_update_order() (rungekutta class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_update_order"]], "i (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.i"]], "implementations.sweeper_classes.runge_kutta": [[144, "module-implementations.sweeper_classes.Runge_Kutta"]], "integrate() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.integrate"]], "integrate() (rungekuttaimex method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.integrate"]], "level (rungekutta property)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.level"]], "matrix (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.matrix"]], "matrix (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix"]], "matrix (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.matrix"]], "matrix (ark548l2saerk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2.matrix"]], "matrix (ark548l2saesdirk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK.matrix"]], "matrix (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.matrix"]], "matrix (backwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.matrix"]], "matrix (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.matrix"]], "matrix (cranknicholson attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.matrix"]], "matrix (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.matrix"]], "matrix (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.matrix"]], "matrix (explicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.matrix"]], "matrix (forwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.matrix"]], "matrix (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.matrix"]], "matrix (implicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.matrix"]], "matrix (rk4 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4.matrix"]], "matrix (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.matrix"]], "matrix_explicit (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.matrix_explicit"]], "matrix_explicit (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix_explicit"]], "matrix_explicit (rungekuttaimex attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.matrix_explicit"]], "nodes (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.nodes"]], "nodes (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.nodes"]], "nodes (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.nodes"]], "nodes (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.nodes"]], "nodes (backwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.nodes"]], "nodes (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.nodes"]], "nodes (cranknicholson attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.nodes"]], "nodes (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.nodes"]], "nodes (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.nodes"]], "nodes (explicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.nodes"]], "nodes (forwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.nodes"]], "nodes (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.nodes"]], "nodes (implicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.nodes"]], "nodes (rk4 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4.nodes"]], "nodes (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.nodes"]], "predict() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.predict"]], "predict() (rungekuttaimex method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.predict"]], "update_nodes() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.update_nodes"]], "update_nodes() (rungekuttaimex method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.update_nodes"]], "weights (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.weights"]], "weights (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.weights"]], "weights (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.weights"]], "weights (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.weights"]], "weights (backwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.weights"]], "weights (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.weights"]], "weights (cranknicholson attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.weights"]], "weights (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.weights"]], "weights (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.weights"]], "weights (explicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.weights"]], "weights (forwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.weights"]], "weights (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.weights"]], "weights (implicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.weights"]], "weights (rk4 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4.weights"]], "weights (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.weights"]], "rkn (class in implementations.sweeper_classes.runge_kutta_nystrom)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RKN"]], "rungekuttanystrom (class in implementations.sweeper_classes.runge_kutta_nystrom)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom"]], "velocity_verlet (class in implementations.sweeper_classes.runge_kutta_nystrom)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.Velocity_Verlet"]], "compute_end_point() (rungekuttanystrom method)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom.compute_end_point"]], "get_full_f() (rungekuttanystrom method)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom.get_full_f"]], "implementations.sweeper_classes.runge_kutta_nystrom": [[145, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"]], "update_nodes() (rungekuttanystrom method)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom.update_nodes"]], "s (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.S"]], "sq (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.SQ"]], "st (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.ST"]], "sx (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.Sx"]], "boris_2nd_order (class in implementations.sweeper_classes.boris_2nd_order)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order"]], "compute_end_point() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.compute_end_point"]], "get_scalar_problems_manysweep_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_manysweep_mats"]], "get_scalar_problems_picardsweep_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_picardsweep_mats"]], "get_scalar_problems_sweeper_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_sweeper_mats"]], "get_sweeper_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_sweeper_mats"]], "implementations.sweeper_classes.boris_2nd_order": [[146, "module-implementations.sweeper_classes.boris_2nd_order"]], "integrate() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.integrate"]], "update_nodes() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.update_nodes"]], "qe (explicit attribute)": [[147, "implementations.sweeper_classes.explicit.explicit.QE"]], "compute_end_point() (explicit method)": [[147, "implementations.sweeper_classes.explicit.explicit.compute_end_point"]], "explicit (class in implementations.sweeper_classes.explicit)": [[147, "implementations.sweeper_classes.explicit.explicit"]], "implementations.sweeper_classes.explicit": [[147, "module-implementations.sweeper_classes.explicit"]], "integrate() (explicit method)": [[147, "implementations.sweeper_classes.explicit.explicit.integrate"]], "update_nodes() (explicit method)": [[147, "implementations.sweeper_classes.explicit.explicit.update_nodes"]], "qi (generic_implicit attribute)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.QI"]], "compute_end_point() (generic_implicit method)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.compute_end_point"]], "generic_implicit (class in implementations.sweeper_classes.generic_implicit)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit"]], "implementations.sweeper_classes.generic_implicit": [[148, "module-implementations.sweeper_classes.generic_implicit"]], "integrate() (generic_implicit method)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.integrate"]], "update_nodes() (generic_implicit method)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.update_nodes"]], "sweepermpi (class in implementations.sweeper_classes.generic_implicit_mpi)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI"]], "comm (sweepermpi property)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.comm"]], "compute_end_point() (sweepermpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.compute_end_point"]], "compute_end_point() (generic_implicit_mpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.compute_end_point"]], "compute_residual() (sweepermpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.compute_residual"]], "generic_implicit_mpi (class in implementations.sweeper_classes.generic_implicit_mpi)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI"]], "implementations.sweeper_classes.generic_implicit_mpi": [[149, "module-implementations.sweeper_classes.generic_implicit_MPI"]], "integrate() (generic_implicit_mpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.integrate"]], "predict() (sweepermpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.predict"]], "rank (sweepermpi property)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.rank"]], "rank (generic_implicit_mpi attribute)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.rank"]], "update_nodes() (generic_implicit_mpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.update_nodes"]], "qe (imex_1st_order attribute)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.QE"]], "qi (imex_1st_order attribute)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.QI"]], "compute_end_point() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.compute_end_point"]], "get_scalar_problems_manysweep_mat() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_scalar_problems_manysweep_mat"]], "get_scalar_problems_sweeper_mats() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_scalar_problems_sweeper_mats"]], "get_sweeper_mats() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_sweeper_mats"]], "imex_1st_order (class in implementations.sweeper_classes.imex_1st_order)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order": [[150, "module-implementations.sweeper_classes.imex_1st_order"]], "integrate() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.integrate"]], "update_nodes() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.update_nodes"]], "compute_end_point() (imex_1st_order_mpi method)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI.compute_end_point"]], "imex_1st_order_mpi (class in implementations.sweeper_classes.imex_1st_order_mpi)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI"]], "implementations.sweeper_classes.imex_1st_order_mpi": [[151, "module-implementations.sweeper_classes.imex_1st_order_MPI"]], "integrate() (imex_1st_order_mpi method)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI.integrate"]], "update_nodes() (imex_1st_order_mpi method)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI.update_nodes"]], "compute_end_point() (imex_1st_order_mass method)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass.compute_end_point"]], "compute_residual() (imex_1st_order_mass method)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass.compute_residual"]], "imex_1st_order_mass (class in implementations.sweeper_classes.imex_1st_order_mass)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass"]], "implementations.sweeper_classes.imex_1st_order_mass": [[152, "module-implementations.sweeper_classes.imex_1st_order_mass"]], "update_nodes() (imex_1st_order_mass method)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass.update_nodes"]], "q1 (multi_implicit attribute)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.Q1"]], "q2 (multi_implicit attribute)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.Q2"]], "compute_end_point() (multi_implicit method)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.compute_end_point"]], "implementations.sweeper_classes.multi_implicit": [[153, "module-implementations.sweeper_classes.multi_implicit"]], "integrate() (multi_implicit method)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.integrate"]], "multi_implicit (class in implementations.sweeper_classes.multi_implicit)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit"]], "update_nodes() (multi_implicit method)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.update_nodes"]], "qq (verlet attribute)": [[154, "implementations.sweeper_classes.verlet.verlet.QQ"], [154, "implementations.sweeper_classes.verlet.verlet.qQ"]], "qt (verlet attribute)": [[154, "implementations.sweeper_classes.verlet.verlet.QT"]], "qx (verlet attribute)": [[154, "implementations.sweeper_classes.verlet.verlet.Qx"]], "compute_end_point() (verlet method)": [[154, "implementations.sweeper_classes.verlet.verlet.compute_end_point"]], "implementations.sweeper_classes.verlet": [[154, "module-implementations.sweeper_classes.verlet"]], "integrate() (verlet method)": [[154, "implementations.sweeper_classes.verlet.verlet.integrate"]], "update_nodes() (verlet method)": [[154, "implementations.sweeper_classes.verlet.verlet.update_nodes"]], "verlet (class in implementations.sweeper_classes.verlet)": [[154, "implementations.sweeper_classes.verlet.verlet"]], "implementations.transfer_classes": [[155, "module-implementations.transfer_classes"]], "base_transfer_mass (class in implementations.transfer_classes.basetransfer_mass)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass"]], "coarse (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.coarse"]], "fine (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.fine"]], "implementations.transfer_classes.basetransfer_mass": [[156, "module-implementations.transfer_classes.BaseTransfer_mass"]], "logger (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.logger"]], "params (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.params"]], "prolong() (base_transfer_mass method)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.prolong"]], "prolong_f() (base_transfer_mass method)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.prolong_f"]], "restrict() (base_transfer_mass method)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.restrict"]], "implementations.transfer_classes.transferfenicsmesh": [[157, "module-implementations.transfer_classes.TransferFenicsMesh"]], "mesh_to_mesh_fenics (class in implementations.transfer_classes.transferfenicsmesh)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics"]], "project() (mesh_to_mesh_fenics method)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.project"]], "prolong() (mesh_to_mesh_fenics method)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.prolong"]], "restrict() (mesh_to_mesh_fenics method)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.restrict"]], "pspace (mesh_to_mesh attribute)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.Pspace"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.Pspace"]], "rspace (mesh_to_mesh attribute)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.Rspace"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.Rspace"]], "implementations.transfer_classes.transfermesh": [[158, "module-implementations.transfer_classes.TransferMesh"]], "mesh_to_mesh (class in implementations.transfer_classes.transfermesh)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh"]], "prolong() (mesh_to_mesh method)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.prolong"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.prolong"]], "restrict() (mesh_to_mesh method)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.restrict"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.restrict"]], "implementations.transfer_classes.transfermesh_fft": [[159, "module-implementations.transfer_classes.TransferMesh_FFT"]], "irfft_object_fine (mesh_to_mesh_fft attribute)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.irfft_object_fine"]], "mesh_to_mesh_fft (class in implementations.transfer_classes.transfermesh_fft)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft"]], "prolong() (mesh_to_mesh_fft method)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.prolong"]], "restrict() (mesh_to_mesh_fft method)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.restrict"]], "rfft_object_coarse (mesh_to_mesh_fft attribute)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.rfft_object_coarse"]], "pspace (mesh_to_mesh_fft2d attribute)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.Pspace"]], "rspace (mesh_to_mesh_fft2d attribute)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.Rspace"]], "implementations.transfer_classes.transfermesh_fft2d": [[160, "module-implementations.transfer_classes.TransferMesh_FFT2D"]], "mesh_to_mesh_fft2d (class in implementations.transfer_classes.transfermesh_fft2d)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d"]], "prolong() (mesh_to_mesh_fft2d method)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.prolong"]], "restrict() (mesh_to_mesh_fft2d method)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.restrict"]], "fft_to_fft (class in implementations.transfer_classes.transfermesh_mpifft)": [[161, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft"]], "implementations.transfer_classes.transfermesh_mpifft": [[161, "module-implementations.transfer_classes.TransferMesh_MPIFFT"]], "prolong() (fft_to_fft method)": [[161, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft.prolong"]], "restrict() (fft_to_fft method)": [[161, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft.restrict"]], "implementations.transfer_classes.transfermesh_nocoarse": [[162, "module-implementations.transfer_classes.TransferMesh_NoCoarse"]], "mesh_to_mesh (class in implementations.transfer_classes.transfermesh_nocoarse)": [[162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh"]], "implementations.transfer_classes.transferpetscdmda": [[163, "module-implementations.transfer_classes.TransferPETScDMDA"]], "mesh_to_mesh_petsc_dmda (class in implementations.transfer_classes.transferpetscdmda)": [[163, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda"]], "prolong() (mesh_to_mesh_petsc_dmda method)": [[163, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda.prolong"]], "restrict() (mesh_to_mesh_petsc_dmda method)": [[163, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda.restrict"]], "implementations.transfer_classes.transferparticles_nocoarse": [[164, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "particles_to_particles (class in implementations.transfer_classes.transferparticles_nocoarse)": [[164, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles"]], "prolong() (particles_to_particles method)": [[164, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles.prolong"]], "restrict() (particles_to_particles method)": [[164, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles.restrict"]]}})
\ No newline at end of file
+Search.setIndex({"docnames": ["CHANGELOG", "CODE_OF_CONDUCT", "CONTRIBUTING", "README", "docs/contrib/01_pull_requests", "docs/contrib/02_continuous_integration", "docs/contrib/03_naming_conventions", "docs/contrib/04_custom_implementations", "docs/contrib/05_documenting_code", "index", "projects/AllenCahn_Bayreuth", "projects/DAE", "projects/Hamiltonian", "projects/PinTSimE", "projects/RDC", "projects/Resilience", "projects/SDC_showdown", "projects/asymp_conv", "projects/compression", "projects/doc_SDC_showdown", "projects/doc_asympconv", "projects/doc_fput", "projects/doc_fwsw_acoustic", "projects/doc_fwsw_boussinesq", "projects/doc_fwsw_theory", "projects/doc_hamiltonian_simple", "projects/doc_matrixPFASST_matrix", "projects/doc_matrixPFASST_propagator", "projects/doc_parallelSDC_nonlinear", "projects/doc_parallelSDC_preconditioner", "projects/doc_parallelSDC_preconditioner_MPI", "projects/doc_performance", "projects/doc_solar_system", "projects/fwsw", "projects/matrixPFASST", "projects/parallelSDC", "projects/performance", "pySDC/core", "pySDC/core.BaseTransfer", "pySDC/core.Collocation", "pySDC/core.Common", "pySDC/core.Controller", "pySDC/core.ConvergenceController", "pySDC/core.Errors", "pySDC/core.Hooks", "pySDC/core.Lagrange", "pySDC/core.Level", "pySDC/core.Nodes", "pySDC/core.Problem", "pySDC/core.SpaceTransfer", "pySDC/core.Step", "pySDC/core.Sweeper", "pySDC/helpers", "pySDC/helpers.plot_helper", "pySDC/helpers.problem_helper", "pySDC/helpers.pysdc_helper", "pySDC/helpers.setup_helper", "pySDC/helpers.stats_helper", "pySDC/helpers.transfer_helper", "pySDC/helpers.visualization_tools", "pySDC/implementations", "pySDC/implementations.controller_classes", "pySDC/implementations.controller_classes.controller_MPI", "pySDC/implementations.controller_classes.controller_nonMPI", "pySDC/implementations.convergence_controller_classes", "pySDC/implementations.convergence_controller_classes.adaptive_collocation", "pySDC/implementations.convergence_controller_classes.adaptivity", "pySDC/implementations.convergence_controller_classes.basic_restarting", "pySDC/implementations.convergence_controller_classes.check_convergence", "pySDC/implementations.convergence_controller_classes.check_iteration_estimator", "pySDC/implementations.convergence_controller_classes.crash", "pySDC/implementations.convergence_controller_classes.estimate_contraction_factor", "pySDC/implementations.convergence_controller_classes.estimate_embedded_error", "pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error", "pySDC/implementations.convergence_controller_classes.estimate_polynomial_error", "pySDC/implementations.convergence_controller_classes.hotrod", "pySDC/implementations.convergence_controller_classes.inexactness", "pySDC/implementations.convergence_controller_classes.interpolate_between_restarts", "pySDC/implementations.convergence_controller_classes.spread_step_sizes", "pySDC/implementations.convergence_controller_classes.step_size_limiter", "pySDC/implementations.convergence_controller_classes.store_uold", "pySDC/implementations.datatype_classes", "pySDC/implementations.datatype_classes.cupy_mesh", "pySDC/implementations.datatype_classes.fenics_mesh", "pySDC/implementations.datatype_classes.mesh", "pySDC/implementations.datatype_classes.particles", "pySDC/implementations.datatype_classes.petsc_vec", "pySDC/implementations.problem_classes", "pySDC/implementations.problem_classes.AcousticAdvection_1D_FD_imex", "pySDC/implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT", "pySDC/implementations.problem_classes.AdvectionEquation_ND_FD", "pySDC/implementations.problem_classes.AllenCahn_1D_FD", "pySDC/implementations.problem_classes.AllenCahn_2D_FD", "pySDC/implementations.problem_classes.AllenCahn_2D_FD_gpu", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT_gpu", "pySDC/implementations.problem_classes.AllenCahn_MPIFFT", "pySDC/implementations.problem_classes.AllenCahn_Temp_MPIFFT", "pySDC/implementations.problem_classes.Auzinger_implicit", "pySDC/implementations.problem_classes.Battery", "pySDC/implementations.problem_classes.Boussinesq_2D_FD_imex", "pySDC/implementations.problem_classes.BuckConverter", "pySDC/implementations.problem_classes.DiscontinuousTestODE", "pySDC/implementations.problem_classes.FastWaveSlowWave_0D", "pySDC/implementations.problem_classes.FermiPastaUlamTsingou", "pySDC/implementations.problem_classes.FullSolarSystem", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_FD_implicit", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_PETSc", "pySDC/implementations.problem_classes.GrayScott_1D_FEniCS_implicit", "pySDC/implementations.problem_classes.GrayScott_2D_PETSc_periodic", "pySDC/implementations.problem_classes.GrayScott_MPIFFT", "pySDC/implementations.problem_classes.HarmonicOscillator", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced", "pySDC/implementations.problem_classes.HeatEquation_2D_PETSc_forced", "pySDC/implementations.problem_classes.HeatEquation_ND_FD", "pySDC/implementations.problem_classes.HeatEquation_ND_FD_CuPy", "pySDC/implementations.problem_classes.HenonHeiles", "pySDC/implementations.problem_classes.LogisticEquation", "pySDC/implementations.problem_classes.Lorenz", "pySDC/implementations.problem_classes.NonlinearSchroedinger_MPIFFT", "pySDC/implementations.problem_classes.OuterSolarSystem", "pySDC/implementations.problem_classes.PenningTrap_3D", "pySDC/implementations.problem_classes.Piline", "pySDC/implementations.problem_classes.Quench", "pySDC/implementations.problem_classes.TestEquation_0D", "pySDC/implementations.problem_classes.Van_der_Pol_implicit", "pySDC/implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic", "pySDC/implementations.problem_classes.acoustic_helpers", "pySDC/implementations.problem_classes.acoustic_helpers.buildFDMatrix", "pySDC/implementations.problem_classes.acoustic_helpers.buildWave1DMatrix", "pySDC/implementations.problem_classes.acoustic_helpers.standard_integrators", "pySDC/implementations.problem_classes.boussinesq_helpers", "pySDC/implementations.problem_classes.boussinesq_helpers.build2DFDMatrix", "pySDC/implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix", "pySDC/implementations.problem_classes.boussinesq_helpers.buildFDMatrix", "pySDC/implementations.problem_classes.boussinesq_helpers.helper_classes", "pySDC/implementations.problem_classes.boussinesq_helpers.standard_integrators", "pySDC/implementations.problem_classes.boussinesq_helpers.unflatten", "pySDC/implementations.problem_classes.generic_ND_FD", "pySDC/implementations.problem_classes.nonlinear_ODE_1", "pySDC/implementations.problem_classes.polynomial_test_problem", "pySDC/implementations.sweeper_classes", "pySDC/implementations.sweeper_classes.Multistep", "pySDC/implementations.sweeper_classes.Runge_Kutta", "pySDC/implementations.sweeper_classes.Runge_Kutta_Nystrom", "pySDC/implementations.sweeper_classes.boris_2nd_order", "pySDC/implementations.sweeper_classes.explicit", "pySDC/implementations.sweeper_classes.generic_implicit", "pySDC/implementations.sweeper_classes.generic_implicit_MPI", "pySDC/implementations.sweeper_classes.imex_1st_order", "pySDC/implementations.sweeper_classes.imex_1st_order_MPI", "pySDC/implementations.sweeper_classes.imex_1st_order_mass", "pySDC/implementations.sweeper_classes.multi_implicit", "pySDC/implementations.sweeper_classes.verlet", "pySDC/implementations.transfer_classes", "pySDC/implementations.transfer_classes.BaseTransfer_mass", "pySDC/implementations.transfer_classes.TransferFenicsMesh", "pySDC/implementations.transfer_classes.TransferMesh", "pySDC/implementations.transfer_classes.TransferMesh_FFT", "pySDC/implementations.transfer_classes.TransferMesh_FFT2D", "pySDC/implementations.transfer_classes.TransferMesh_MPIFFT", "pySDC/implementations.transfer_classes.TransferMesh_NoCoarse", "pySDC/implementations.transfer_classes.TransferPETScDMDA", "pySDC/implementations.transfer_classes.TransferParticles_NoCoarse", "tutorial/doc_step_1_A", "tutorial/doc_step_1_B", "tutorial/doc_step_1_C", "tutorial/doc_step_1_D", "tutorial/doc_step_2_A", "tutorial/doc_step_2_B", "tutorial/doc_step_2_C", "tutorial/doc_step_3_A", "tutorial/doc_step_3_B", "tutorial/doc_step_3_C", "tutorial/doc_step_4_A", "tutorial/doc_step_4_B", "tutorial/doc_step_4_C", "tutorial/doc_step_4_D", "tutorial/doc_step_5_A", "tutorial/doc_step_5_B", "tutorial/doc_step_5_C", "tutorial/doc_step_6_A", "tutorial/doc_step_6_B", "tutorial/doc_step_6_C", "tutorial/doc_step_7_A", "tutorial/doc_step_7_B", "tutorial/doc_step_7_C", "tutorial/doc_step_8_A", "tutorial/doc_step_8_B", "tutorial/doc_step_8_C", "tutorial/step_1", "tutorial/step_2", "tutorial/step_3", "tutorial/step_4", "tutorial/step_5", "tutorial/step_6", "tutorial/step_7", "tutorial/step_8"], "filenames": ["CHANGELOG.rst", "CODE_OF_CONDUCT.rst", "CONTRIBUTING.rst", "README.rst", "docs/contrib/01_pull_requests.rst", "docs/contrib/02_continuous_integration.rst", "docs/contrib/03_naming_conventions.rst", "docs/contrib/04_custom_implementations.rst", "docs/contrib/05_documenting_code.rst", "index.rst", "projects/AllenCahn_Bayreuth.rst", "projects/DAE.rst", "projects/Hamiltonian.rst", "projects/PinTSimE.rst", "projects/RDC.rst", "projects/Resilience.rst", "projects/SDC_showdown.rst", "projects/asymp_conv.rst", "projects/compression.rst", "projects/doc_SDC_showdown.rst", "projects/doc_asympconv.rst", "projects/doc_fput.rst", "projects/doc_fwsw_acoustic.rst", "projects/doc_fwsw_boussinesq.rst", "projects/doc_fwsw_theory.rst", "projects/doc_hamiltonian_simple.rst", "projects/doc_matrixPFASST_matrix.rst", "projects/doc_matrixPFASST_propagator.rst", "projects/doc_parallelSDC_nonlinear.rst", "projects/doc_parallelSDC_preconditioner.rst", "projects/doc_parallelSDC_preconditioner_MPI.rst", "projects/doc_performance.rst", "projects/doc_solar_system.rst", "projects/fwsw.rst", "projects/matrixPFASST.rst", "projects/parallelSDC.rst", "projects/performance.rst", "pySDC/core.rst", "pySDC/core.BaseTransfer.rst", "pySDC/core.Collocation.rst", "pySDC/core.Common.rst", "pySDC/core.Controller.rst", "pySDC/core.ConvergenceController.rst", "pySDC/core.Errors.rst", "pySDC/core.Hooks.rst", "pySDC/core.Lagrange.rst", "pySDC/core.Level.rst", "pySDC/core.Nodes.rst", "pySDC/core.Problem.rst", "pySDC/core.SpaceTransfer.rst", "pySDC/core.Step.rst", "pySDC/core.Sweeper.rst", "pySDC/helpers.rst", "pySDC/helpers.plot_helper.rst", "pySDC/helpers.problem_helper.rst", "pySDC/helpers.pysdc_helper.rst", "pySDC/helpers.setup_helper.rst", "pySDC/helpers.stats_helper.rst", "pySDC/helpers.transfer_helper.rst", "pySDC/helpers.visualization_tools.rst", "pySDC/implementations.rst", "pySDC/implementations.controller_classes.rst", "pySDC/implementations.controller_classes.controller_MPI.rst", "pySDC/implementations.controller_classes.controller_nonMPI.rst", "pySDC/implementations.convergence_controller_classes.rst", "pySDC/implementations.convergence_controller_classes.adaptive_collocation.rst", "pySDC/implementations.convergence_controller_classes.adaptivity.rst", "pySDC/implementations.convergence_controller_classes.basic_restarting.rst", "pySDC/implementations.convergence_controller_classes.check_convergence.rst", "pySDC/implementations.convergence_controller_classes.check_iteration_estimator.rst", "pySDC/implementations.convergence_controller_classes.crash.rst", "pySDC/implementations.convergence_controller_classes.estimate_contraction_factor.rst", "pySDC/implementations.convergence_controller_classes.estimate_embedded_error.rst", "pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.rst", "pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.rst", "pySDC/implementations.convergence_controller_classes.hotrod.rst", "pySDC/implementations.convergence_controller_classes.inexactness.rst", "pySDC/implementations.convergence_controller_classes.interpolate_between_restarts.rst", "pySDC/implementations.convergence_controller_classes.spread_step_sizes.rst", "pySDC/implementations.convergence_controller_classes.step_size_limiter.rst", "pySDC/implementations.convergence_controller_classes.store_uold.rst", "pySDC/implementations.datatype_classes.rst", "pySDC/implementations.datatype_classes.cupy_mesh.rst", "pySDC/implementations.datatype_classes.fenics_mesh.rst", "pySDC/implementations.datatype_classes.mesh.rst", "pySDC/implementations.datatype_classes.particles.rst", "pySDC/implementations.datatype_classes.petsc_vec.rst", "pySDC/implementations.problem_classes.rst", "pySDC/implementations.problem_classes.AcousticAdvection_1D_FD_imex.rst", "pySDC/implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.rst", "pySDC/implementations.problem_classes.AdvectionEquation_ND_FD.rst", "pySDC/implementations.problem_classes.AllenCahn_1D_FD.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FD.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FD_gpu.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT.rst", "pySDC/implementations.problem_classes.AllenCahn_2D_FFT_gpu.rst", "pySDC/implementations.problem_classes.AllenCahn_MPIFFT.rst", "pySDC/implementations.problem_classes.AllenCahn_Temp_MPIFFT.rst", "pySDC/implementations.problem_classes.Auzinger_implicit.rst", "pySDC/implementations.problem_classes.Battery.rst", "pySDC/implementations.problem_classes.Boussinesq_2D_FD_imex.rst", "pySDC/implementations.problem_classes.BuckConverter.rst", "pySDC/implementations.problem_classes.DiscontinuousTestODE.rst", "pySDC/implementations.problem_classes.FastWaveSlowWave_0D.rst", "pySDC/implementations.problem_classes.FermiPastaUlamTsingou.rst", "pySDC/implementations.problem_classes.FullSolarSystem.rst", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.rst", "pySDC/implementations.problem_classes.GeneralizedFisher_1D_PETSc.rst", "pySDC/implementations.problem_classes.GrayScott_1D_FEniCS_implicit.rst", "pySDC/implementations.problem_classes.GrayScott_2D_PETSc_periodic.rst", "pySDC/implementations.problem_classes.GrayScott_MPIFFT.rst", "pySDC/implementations.problem_classes.HarmonicOscillator.rst", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.rst", "pySDC/implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.rst", "pySDC/implementations.problem_classes.HeatEquation_2D_PETSc_forced.rst", "pySDC/implementations.problem_classes.HeatEquation_ND_FD.rst", "pySDC/implementations.problem_classes.HeatEquation_ND_FD_CuPy.rst", "pySDC/implementations.problem_classes.HenonHeiles.rst", "pySDC/implementations.problem_classes.LogisticEquation.rst", "pySDC/implementations.problem_classes.Lorenz.rst", "pySDC/implementations.problem_classes.NonlinearSchroedinger_MPIFFT.rst", "pySDC/implementations.problem_classes.OuterSolarSystem.rst", "pySDC/implementations.problem_classes.PenningTrap_3D.rst", "pySDC/implementations.problem_classes.Piline.rst", "pySDC/implementations.problem_classes.Quench.rst", "pySDC/implementations.problem_classes.TestEquation_0D.rst", "pySDC/implementations.problem_classes.Van_der_Pol_implicit.rst", "pySDC/implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.rst", "pySDC/implementations.problem_classes.acoustic_helpers.rst", "pySDC/implementations.problem_classes.acoustic_helpers.buildFDMatrix.rst", "pySDC/implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.rst", "pySDC/implementations.problem_classes.acoustic_helpers.standard_integrators.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.buildFDMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.helper_classes.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.standard_integrators.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.unflatten.rst", "pySDC/implementations.problem_classes.generic_ND_FD.rst", "pySDC/implementations.problem_classes.nonlinear_ODE_1.rst", "pySDC/implementations.problem_classes.polynomial_test_problem.rst", "pySDC/implementations.sweeper_classes.rst", "pySDC/implementations.sweeper_classes.Multistep.rst", "pySDC/implementations.sweeper_classes.Runge_Kutta.rst", "pySDC/implementations.sweeper_classes.Runge_Kutta_Nystrom.rst", "pySDC/implementations.sweeper_classes.boris_2nd_order.rst", "pySDC/implementations.sweeper_classes.explicit.rst", "pySDC/implementations.sweeper_classes.generic_implicit.rst", "pySDC/implementations.sweeper_classes.generic_implicit_MPI.rst", "pySDC/implementations.sweeper_classes.imex_1st_order.rst", "pySDC/implementations.sweeper_classes.imex_1st_order_MPI.rst", "pySDC/implementations.sweeper_classes.imex_1st_order_mass.rst", "pySDC/implementations.sweeper_classes.multi_implicit.rst", "pySDC/implementations.sweeper_classes.verlet.rst", "pySDC/implementations.transfer_classes.rst", "pySDC/implementations.transfer_classes.BaseTransfer_mass.rst", "pySDC/implementations.transfer_classes.TransferFenicsMesh.rst", "pySDC/implementations.transfer_classes.TransferMesh.rst", "pySDC/implementations.transfer_classes.TransferMesh_FFT.rst", "pySDC/implementations.transfer_classes.TransferMesh_FFT2D.rst", "pySDC/implementations.transfer_classes.TransferMesh_MPIFFT.rst", "pySDC/implementations.transfer_classes.TransferMesh_NoCoarse.rst", "pySDC/implementations.transfer_classes.TransferPETScDMDA.rst", "pySDC/implementations.transfer_classes.TransferParticles_NoCoarse.rst", "tutorial/doc_step_1_A.rst", "tutorial/doc_step_1_B.rst", "tutorial/doc_step_1_C.rst", "tutorial/doc_step_1_D.rst", "tutorial/doc_step_2_A.rst", "tutorial/doc_step_2_B.rst", "tutorial/doc_step_2_C.rst", "tutorial/doc_step_3_A.rst", "tutorial/doc_step_3_B.rst", "tutorial/doc_step_3_C.rst", "tutorial/doc_step_4_A.rst", "tutorial/doc_step_4_B.rst", "tutorial/doc_step_4_C.rst", "tutorial/doc_step_4_D.rst", "tutorial/doc_step_5_A.rst", "tutorial/doc_step_5_B.rst", "tutorial/doc_step_5_C.rst", "tutorial/doc_step_6_A.rst", "tutorial/doc_step_6_B.rst", "tutorial/doc_step_6_C.rst", "tutorial/doc_step_7_A.rst", "tutorial/doc_step_7_B.rst", "tutorial/doc_step_7_C.rst", "tutorial/doc_step_8_A.rst", "tutorial/doc_step_8_B.rst", "tutorial/doc_step_8_C.rst", "tutorial/step_1.rst", "tutorial/step_2.rst", "tutorial/step_3.rst", "tutorial/step_4.rst", "tutorial/step_5.rst", "tutorial/step_6.rst", "tutorial/step_7.rst", "tutorial/step_8.rst"], "titles": ["Changelog", "Contributor Covenant Code of Conduct", "How to contribute to pySDC", "Welcome to pySDC!", "Recommendations for pull requests", "Continuous Integration in pySDC", "Naming conventions in pySDC", "Custom implementation guidelines", "Documenting Code", "Welcome to pySDC!", "Allen-Cahn problems from Bayreuth", "Solving differential algebraic equations with SDC", "Second-order Problems", "Parallel-in-time simulation for multi-modal energy systems", "RDC: Rational Deferred Corrections", "Resilience in SDC", "What is the fastest SDC variant?", "Asymptotic convergence of PFASST", "Compression in pySDC", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "Fast-Wave-Slow-Wave SDC", "Matrix-based versions of PFASST", "Attempts to parallelize SDC", "Performance analysis of pySDC", "core package", "core.BaseTransfer module", "core.Collocation module", "core.Common module", "core.Controller module", "core.ConvergenceController module", "core.Errors module", "core.Hooks module", "core.Lagrange module", "core.Level module", "core.Nodes module", "core.Problem module", "core.SpaceTransfer module", "core.Step module", "core.Sweeper module", "helpers package", "helpers.plot_helper module", "helpers.problem_helper module", "helpers.pysdc_helper module", "helpers.setup_helper module", "helpers.stats_helper module", "helpers.transfer_helper module", "helpers.visualization_tools module", "implementations package", "implementations.controller_classes package", "implementations.controller_classes.controller_MPI module", "implementations.controller_classes.controller_nonMPI module", "implementations.convergence_controller_classes package", "implementations.convergence_controller_classes.adaptive_collocation module", "implementations.convergence_controller_classes.adaptivity module", "implementations.convergence_controller_classes.basic_restarting module", "implementations.convergence_controller_classes.check_convergence module", "implementations.convergence_controller_classes.check_iteration_estimator module", "implementations.convergence_controller_classes.crash module", "implementations.convergence_controller_classes.estimate_contraction_factor module", "implementations.convergence_controller_classes.estimate_embedded_error module", "implementations.convergence_controller_classes.estimate_extrapolation_error module", "implementations.convergence_controller_classes.estimate_polynomial_error module", "implementations.convergence_controller_classes.hotrod module", "implementations.convergence_controller_classes.inexactness module", "implementations.convergence_controller_classes.interpolate_between_restarts module", "implementations.convergence_controller_classes.spread_step_sizes module", "implementations.convergence_controller_classes.step_size_limiter module", "implementations.convergence_controller_classes.store_uold module", "implementations.datatype_classes package", "implementations.datatype_classes.cupy_mesh module", "implementations.datatype_classes.fenics_mesh module", "implementations.datatype_classes.mesh module", "implementations.datatype_classes.particles module", "implementations.datatype_classes.petsc_vec module", "implementations.problem_classes package", "implementations.problem_classes.AcousticAdvection_1D_FD_imex module", "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT module", "implementations.problem_classes.AdvectionEquation_ND_FD module", "implementations.problem_classes.AllenCahn_1D_FD module", "implementations.problem_classes.AllenCahn_2D_FD module", "implementations.problem_classes.AllenCahn_2D_FD_gpu module", "implementations.problem_classes.AllenCahn_2D_FFT module", "implementations.problem_classes.AllenCahn_2D_FFT_gpu module", "implementations.problem_classes.AllenCahn_MPIFFT module", "implementations.problem_classes.AllenCahn_Temp_MPIFFT module", "implementations.problem_classes.Auzinger_implicit module", "implementations.problem_classes.Battery module", "implementations.problem_classes.Boussinesq_2D_FD_imex module", "implementations.problem_classes.BuckConverter module", "implementations.problem_classes.DiscontinuousTestODE module", "implementations.problem_classes.FastWaveSlowWave_0D module", "implementations.problem_classes.FermiPastaUlamTsingou module", "implementations.problem_classes.FullSolarSystem module", "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module", "implementations.problem_classes.GeneralizedFisher_1D_PETSc module", "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module", "implementations.problem_classes.GrayScott_2D_PETSc_periodic module", "implementations.problem_classes.GrayScott_MPIFFT module", "implementations.problem_classes.HarmonicOscillator module", "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module", "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module", "implementations.problem_classes.HeatEquation_2D_PETSc_forced module", "implementations.problem_classes.HeatEquation_ND_FD module", "implementations.problem_classes.HeatEquation_ND_FD_CuPy module", "implementations.problem_classes.HenonHeiles module", "implementations.problem_classes.LogisticEquation module", "implementations.problem_classes.Lorenz module", "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module", "implementations.problem_classes.OuterSolarSystem module", "implementations.problem_classes.PenningTrap_3D module", "implementations.problem_classes.Piline module", "implementations.problem_classes.Quench module", "implementations.problem_classes.TestEquation_0D module", "implementations.problem_classes.Van_der_Pol_implicit module", "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module", "implementations.problem_classes.acoustic_helpers package", "implementations.problem_classes.acoustic_helpers.buildFDMatrix module", "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module", "implementations.problem_classes.acoustic_helpers.standard_integrators module", "implementations.problem_classes.boussinesq_helpers package", "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module", "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module", "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module", "implementations.problem_classes.boussinesq_helpers.helper_classes module", "implementations.problem_classes.boussinesq_helpers.standard_integrators module", "implementations.problem_classes.boussinesq_helpers.unflatten module", "implementations.problem_classes.generic_ND_FD module", "implementations.problem_classes.nonlinear_ODE_1 module", "implementations.problem_classes.polynomial_test_problem module", "implementations.sweeper_classes package", "implementations.sweeper_classes.Multistep module", "implementations.sweeper_classes.Runge_Kutta module", "implementations.sweeper_classes.Runge_Kutta_Nystrom module", "implementations.sweeper_classes.boris_2nd_order module", "implementations.sweeper_classes.explicit module", "implementations.sweeper_classes.generic_implicit module", "implementations.sweeper_classes.generic_implicit_MPI module", "implementations.sweeper_classes.imex_1st_order module", "implementations.sweeper_classes.imex_1st_order_MPI module", "implementations.sweeper_classes.imex_1st_order_mass module", "implementations.sweeper_classes.multi_implicit module", "implementations.sweeper_classes.verlet module", "implementations.transfer_classes package", "implementations.transfer_classes.BaseTransfer_mass module", "implementations.transfer_classes.TransferFenicsMesh module", "implementations.transfer_classes.TransferMesh module", "implementations.transfer_classes.TransferMesh_FFT module", "implementations.transfer_classes.TransferMesh_FFT2D module", "implementations.transfer_classes.TransferMesh_MPIFFT module", "implementations.transfer_classes.TransferMesh_NoCoarse module", "implementations.transfer_classes.TransferPETScDMDA module", "implementations.transfer_classes.TransferParticles_NoCoarse module", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "Step-1: A first spatial problem", "Step-2: Data structures and my first sweeper", "Step-3: Statistics and a new sweeper", "Step-4: Multilevel SDC", "Step-5: PFASST", "Step-6: Advanced PFASST controllers", "Step-7: pySDC with external libraries", "Step-8: Advanced topics"], "terms": {"back": [0, 1, 2, 4, 5, 6, 7, 8, 165, 191], "main": [0, 1, 2, 5, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 39, 62, 63, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "page": [0, 1, 2, 9, 18, 53, 107, 109, 114, 120, 145], "juli": 0, "28": [0, 119], "2023": [0, 107, 109, 114, 139, 171, 173, 192, 193], "For": [0, 1, 3, 4, 6, 8, 9, 12, 15, 18, 26, 33, 34, 36, 42, 45, 62, 63, 65, 66, 88, 91, 92, 94, 95, 96, 97, 99, 102, 106, 107, 109, 120, 122, 139, 140, 144, 145, 146, 149, 150, 180, 186, 187, 190, 191, 193, 194, 195, 197, 198], "version": [0, 1, 3, 4, 5, 9, 11, 14, 15, 16, 18, 19, 26, 27, 42, 48, 62, 63, 66, 67, 69, 73, 78, 108, 112, 113, 122, 127, 141, 194], "5": [0, 9, 12, 14, 17, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 44, 88, 91, 96, 97, 99, 100, 101, 102, 106, 108, 112, 113, 117, 118, 123, 126, 127, 131, 137, 140, 143, 144, 168, 170, 171, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 189, 190, 191, 192, 193, 194, 196, 197, 198], "3": [0, 3, 6, 7, 9, 11, 12, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 65, 75, 85, 91, 96, 97, 98, 99, 100, 104, 105, 107, 108, 109, 110, 115, 117, 119, 120, 121, 122, 144, 145, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 194, 195, 196, 197, 198], "lot": [0, 144, 145, 193, 196], "pull": [0, 2, 5], "request": [0, 1, 2, 5, 42, 62, 67, 82, 84, 85, 86, 171, 192], "got": [0, 7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "merg": [0, 4, 41], "thank": 0, "brownbaerchen": 0, "tlunet": 0, "lisawim": 0, "ikrom96git": 0, "all": [0, 1, 3, 5, 6, 9, 10, 12, 14, 16, 17, 18, 19, 26, 27, 29, 30, 33, 34, 35, 40, 41, 42, 44, 45, 46, 51, 62, 63, 65, 66, 67, 69, 70, 73, 74, 78, 85, 90, 99, 105, 115, 122, 139, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 168, 172, 179, 182, 184, 185, 191, 192, 193, 194, 195, 196, 197, 198], "contribut": [0, 1, 5, 6, 7, 8], "besid": 0, "usual": [0, 6, 18, 77, 195, 197], "bugfix": 0, "polish": 0, "pysdc": [0, 4, 7, 8, 10, 11, 12, 14, 16, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 38, 39, 40, 41, 42, 44, 46, 48, 49, 50, 51, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 94, 99, 119, 123, 125, 126, 141, 144, 156, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 198], "now": [0, 3, 9, 10, 13, 18, 34, 35, 42, 67, 144, 169, 176, 191, 192, 193, 194, 195, 196, 198], "come": [0, 4, 5, 10, 15, 18, 28, 35, 42, 191, 196, 198], "linear": [0, 7, 11, 16, 17, 19, 28, 34, 35, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 99, 100, 101, 102, 107, 108, 109, 110, 112, 114, 115, 119, 120, 123, 124, 125, 127, 139, 141, 167, 168, 187, 191, 197], "multistep": [0, 142], "method": [0, 3, 6, 8, 9, 11, 12, 13, 14, 15, 33, 34, 35, 39, 41, 42, 44, 45, 48, 50, 63, 65, 66, 72, 73, 74, 77, 91, 92, 98, 99, 100, 108, 112, 113, 118, 119, 120, 124, 126, 127, 137, 139, 140, 143, 144, 145, 166, 168, 191, 197, 198], "classic": [0, 2, 3, 9, 12, 16, 19, 21, 25, 28, 32, 35, 144], "rung": [0, 66, 72, 144, 145], "kutta": [0, 66, 72, 144, 145], "dae": 0, "sweeper": [0, 3, 6, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 38, 46, 65, 70, 72, 77, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 156, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 194, 195, 196, 197, 198], "more": [0, 2, 3, 5, 7, 8, 9, 10, 12, 13, 16, 18, 19, 25, 32, 33, 35, 55, 66, 71, 72, 122, 169, 173, 174, 176, 177, 178, 185, 191, 192, 193, 194, 195, 197, 198], "improv": [0, 4, 6, 8, 13, 18, 193, 194], "project": [0, 3, 4, 5, 10, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 99, 108, 112, 113, 127, 157, 198], "we": [0, 1, 3, 5, 8, 9, 12, 13, 14, 15, 16, 17, 18, 25, 33, 34, 35, 36, 41, 42, 45, 53, 62, 65, 66, 67, 69, 70, 71, 72, 73, 74, 77, 78, 79, 99, 119, 124, 143, 144, 145, 169, 170, 171, 175, 176, 184, 185, 191, 192, 193, 194, 195, 196, 197, 198], "have": [0, 1, 4, 5, 6, 9, 12, 13, 15, 25, 27, 34, 35, 36, 42, 48, 65, 66, 67, 72, 73, 74, 77, 82, 83, 84, 86, 90, 92, 143, 144, 145, 169, 179, 185, 191, 192, 193, 194, 195, 196, 197, 198], "second": [0, 5, 9, 15, 21, 25, 32, 33, 34, 38, 47, 66, 73, 74, 82, 84, 91, 92, 104, 105, 106, 108, 110, 111, 114, 117, 119, 121, 144, 145, 146, 149, 150, 153, 154, 156, 190, 193, 198], "order": [0, 3, 5, 8, 9, 10, 11, 13, 15, 16, 18, 19, 21, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 41, 42, 45, 47, 54, 58, 65, 66, 67, 69, 71, 72, 73, 74, 75, 80, 82, 84, 85, 88, 90, 91, 92, 100, 104, 106, 108, 111, 112, 113, 114, 115, 117, 122, 124, 127, 129, 130, 131, 133, 134, 135, 137, 139, 143, 144, 145, 146, 150, 152, 153, 154, 166, 168, 171, 173, 175, 181, 185, 190, 191, 192, 193, 194, 195, 197, 198], "sdc": [0, 2, 3, 9, 12, 13, 14, 18, 19, 28, 34, 50, 62, 63, 66, 68, 72, 73, 76, 78, 104, 124, 146, 150, 170, 171, 172, 173, 174, 177, 178, 181, 185, 186, 189, 190, 191, 192, 193, 195, 196, 197], "board": [0, 94, 95], "brand": 0, "new": [0, 3, 4, 5, 7, 8, 9, 11, 13, 34, 35, 50, 63, 65, 71, 77, 78, 79, 100, 107, 109, 143, 144, 145, 166, 168, 172, 184, 191, 196], "switch": [0, 65, 66, 72, 99, 101, 102], "estim": [0, 13, 15, 62, 66, 68, 71, 72, 74, 75, 76, 99, 102, 182, 190, 196], "test": [0, 2, 3, 4, 10, 11, 12, 13, 16, 17, 18, 19, 26, 27, 33, 34, 35, 36, 68, 79, 102, 108, 112, 113, 125, 127, 141, 145, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "ground": 0, "compress": [0, 9], "libpressio": [0, 18], "march": [0, 11, 73], "24": [0, 12, 32, 144, 180, 181, 195], "2": [0, 5, 6, 7, 9, 11, 12, 14, 16, 17, 19, 21, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 48, 58, 65, 66, 73, 82, 83, 84, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 99, 100, 101, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 119, 120, 121, 122, 123, 124, 126, 127, 139, 140, 144, 165, 166, 168, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 193, 194, 195, 196, 197, 198], "i": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 41, 42, 44, 45, 47, 50, 55, 62, 63, 65, 66, 67, 68, 70, 72, 73, 74, 75, 77, 78, 79, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 156, 164, 165, 166, 168, 169, 170, 171, 172, 173, 175, 176, 177, 179, 180, 181, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "out": [0, 3, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 62, 63, 72, 122, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "code": [0, 2, 3, 4, 6, 7, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 70, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "multipl": [0, 13, 18, 41, 42, 44, 50, 65, 73, 74, 149, 176, 181, 185, 186, 192, 193, 194, 195, 196, 197], "direct": [0, 18, 66, 79, 90, 92, 96, 97, 100, 107, 109, 114, 115, 118, 124, 139, 164, 171, 192], "The": [0, 1, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 26, 27, 33, 34, 35, 36, 38, 39, 41, 42, 45, 47, 48, 51, 53, 54, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 146, 147, 148, 149, 150, 152, 153, 154, 156, 191, 192, 194, 195, 197, 198], "problem": [0, 2, 3, 6, 9, 11, 15, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 37, 41, 43, 46, 49, 56, 65, 66, 70, 72, 73, 74, 76, 78, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 137, 139, 140, 141, 146, 150, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "class": [0, 1, 2, 4, 8, 11, 12, 14, 16, 19, 25, 26, 27, 28, 32, 34, 35, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 55, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 136, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 171, 173, 174, 178, 179, 180, 181, 187, 190, 191, 192, 193, 194, 195, 197, 198], "can": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 18, 26, 33, 34, 35, 36, 39, 42, 45, 47, 48, 50, 56, 62, 65, 66, 72, 73, 74, 82, 83, 84, 85, 86, 90, 91, 94, 95, 96, 97, 99, 100, 101, 104, 106, 107, 108, 110, 115, 123, 139, 144, 145, 146, 150, 157, 158, 159, 160, 161, 162, 163, 169, 180, 182, 185, 186, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198], "defin": [0, 2, 3, 6, 7, 9, 34, 36, 38, 39, 48, 50, 66, 67, 68, 70, 76, 78, 79, 80, 101, 102, 103, 106, 107, 108, 111, 112, 113, 114, 127, 139, 146, 150, 171, 173, 181, 192, 193, 194, 195, 197], "paramet": [0, 4, 7, 8, 10, 11, 12, 14, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 149, 150, 151, 152, 156, 157, 159, 160, 161, 162, 163, 164, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "explicitli": [0, 89, 91, 94, 95, 96, 97, 112, 113, 197], "constructor": [0, 7], "dictionari": [0, 12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 40, 42, 43, 44, 50, 57, 65, 66, 67, 68, 70, 74, 76, 78, 79, 80, 99, 149, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "param": [0, 6, 29, 30, 35, 38, 40, 41, 42, 46, 49, 50, 51, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 166, 168, 170, 175, 191, 192, 194], "properti": [0, 8, 33, 40, 41, 45, 46, 48, 50, 51, 73, 82, 84, 139, 144, 149, 197], "return": [0, 7, 8, 12, 16, 19, 21, 25, 26, 27, 32, 34, 38, 39, 41, 42, 44, 45, 46, 47, 48, 50, 51, 53, 54, 55, 56, 57, 58, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 165, 166, 167, 168, 170, 172, 173, 174, 178, 182, 184, 185, 190, 191, 192, 193, 194, 196, 197, 198], "ar": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 33, 34, 35, 36, 38, 42, 45, 48, 50, 57, 58, 65, 66, 67, 69, 70, 72, 73, 74, 75, 88, 89, 91, 92, 97, 99, 101, 105, 108, 109, 110, 112, 113, 119, 122, 126, 127, 141, 143, 144, 145, 149, 150, 156, 167, 170, 171, 172, 178, 191, 192, 193, 194, 195, 196, 197, 198], "also": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 13, 15, 16, 18, 35, 36, 41, 66, 67, 73, 78, 79, 101, 110, 122, 139, 185, 186, 191, 192, 193, 194, 195, 196, 197, 198], "automat": [0, 2, 5, 7, 9, 42, 72], "store": [0, 7, 8, 16, 29, 30, 35, 42, 65, 69, 71, 72, 73, 74, 77, 80, 143, 144, 145, 168, 175, 191, 193, 194], "attribut": [0, 4, 7, 8, 43, 48, 49, 55, 73, 89, 99, 123, 144, 158, 159, 160, 161, 162, 191, 193, 195], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 32, 34, 35, 36, 38, 39, 41, 42, 44, 45, 47, 48, 50, 51, 55, 56, 57, 58, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 119, 120, 122, 123, 124, 126, 127, 139, 140, 141, 144, 145, 146, 149, 150, 152, 154, 156, 165, 166, 168, 170, 172, 173, 174, 175, 177, 178, 182, 185, 188, 190, 191, 193, 194, 195, 196, 197, 198], "_makeattributeandregist": [0, 7], "allow": [0, 1, 2, 5, 6, 10, 35, 41, 42, 65, 66, 67, 68, 70, 73, 74, 75, 84, 90, 115, 193, 195, 197], "readonli": [0, 7], "paramt": [0, 16, 19, 26, 27, 34], "warn": [0, 5, 36, 48, 167, 185, 190, 191, 197, 198], "backward": [0, 42, 144, 159], "compat": [0, 3, 4, 9, 42, 65, 66, 69, 72, 73, 74, 75], "resili": [0, 9, 18], "quench": [0, 87], "result": [0, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 42, 44, 65, 77, 112, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "collabor": [0, 18], "between": [0, 6, 13, 18, 26, 27, 34, 38, 39, 42, 50, 65, 66, 67, 69, 71, 72, 73, 75, 77, 91, 92, 100, 101, 106, 114, 119, 124, 156, 157, 158, 159, 160, 161, 162, 163, 165, 177, 178, 189, 191, 192, 194, 196, 198], "eschnaubelt": 0, "dure": [0, 1, 4, 5, 15, 18, 36, 44, 46, 48, 68, 79, 108, 109, 110, 192, 193, 194], "time": [0, 1, 3, 4, 5, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 41, 42, 44, 45, 46, 48, 50, 57, 62, 63, 65, 66, 67, 73, 74, 78, 79, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 156, 167, 168, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198], "x": [0, 3, 5, 8, 9, 11, 12, 21, 25, 28, 29, 30, 32, 35, 39, 42, 45, 54, 88, 89, 90, 91, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 120, 122, 158, 160, 162, 165, 166, 168, 191, 197], "app": 0, "hackathon": 0, "usi": 0, "lugano": 0, "mani": [0, 2, 3, 5, 9, 10, 39, 67, 71, 170, 191, 192, 194, 196, 197], "other": [0, 1, 2, 5, 6, 13, 16, 18, 27, 34, 41, 42, 46, 57, 66, 67, 73, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144, 185, 191, 193, 194, 197], "chang": [0, 4, 5, 7, 13, 36, 63, 65, 66, 72, 73, 76, 99, 101, 102, 192, 193, 195, 197], "under": [0, 3, 9, 10, 18, 33, 195], "hood": 0, "prepar": [0, 5, 12, 21, 25, 32, 42, 194], "6": [0, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 44, 91, 96, 97, 120, 121, 144, 170, 171, 172, 173, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 197, 198], "januari": 0, "23": [0, 26, 34], "1": [0, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 42, 44, 45, 47, 48, 54, 58, 73, 74, 75, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 126, 127, 139, 140, 141, 143, 144, 145, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "bring": 0, "document": [0, 2, 3, 4, 7, 33, 72], "both": [0, 6, 12, 13, 14, 18, 26, 33, 34, 42, 54, 68, 88, 89, 92, 98, 99, 100, 103, 108, 110, 112, 113, 114, 126, 127, 144, 149, 177, 182, 184, 189, 194, 196, 197, 198], "github": [0, 2, 3, 5, 9, 15, 45], "websit": [0, 5], "reviv": 0, "codecov": [0, 5], "connect": 0, "start": [0, 4, 5, 6, 15, 18, 41, 44, 48, 62, 63, 65, 94, 102, 108, 112, 113, 119, 122, 123, 126, 143, 150, 170, 182, 191, 192, 196], "opensff": 0, "best": [0, 1, 6, 18, 79, 192, 194], "practic": [0, 11, 72], "guid": [0, 18, 166, 168, 191], "hook": [0, 5, 11, 12, 25, 32, 37, 41, 62, 63, 72, 171, 173, 174, 178, 190, 192, 193, 194, 198], "wai": [0, 1, 9, 11, 18, 34, 65, 74, 88, 89, 91, 92, 102, 107, 109, 110, 112, 113, 127, 144, 145, 181, 185, 192, 193, 194, 195, 197], "thei": [0, 1, 4, 5, 6, 9, 10, 13, 15, 18, 33, 42, 56, 66, 72, 77, 100, 101, 108, 109, 110, 191], "handl": [0, 13, 42, 43, 47, 78, 82, 84, 85, 86, 91, 92, 109, 120, 196], "ha": [0, 3, 4, 9, 10, 18, 42, 65, 66, 67, 70, 73, 74, 77, 78, 79, 89, 92, 99, 101, 124, 140, 149, 179, 188, 191, 192, 193, 194, 195, 196, 197, 198], "without": [0, 1, 5, 15, 26, 27, 34, 193, 194, 196, 197], "break": [0, 4, 184, 191, 196], "api": [0, 4, 197], "hoorai": 0, "batteri": [0, 87], "model": [0, 11, 15, 99, 101, 104, 108, 109, 110, 119, 123, 124], "quit": [0, 5, 193], "an": [0, 1, 5, 11, 13, 15, 18, 33, 34, 35, 41, 42, 48, 58, 65, 66, 70, 72, 73, 74, 79, 89, 94, 95, 99, 101, 102, 106, 107, 110, 112, 123, 141, 144, 145, 146, 150, 170, 190, 191, 192, 194, 195, 196, 197, 198], "updat": [0, 3, 4, 5, 9, 11, 18, 41, 42, 51, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 102, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 168, 170, 191, 192], "adapt": [0, 1, 15, 64, 65, 73, 79, 144, 149, 196], "plai": [0, 10, 165, 191, 198], "promin": [0, 197], "role": 0, "octob": 0, "7": [0, 3, 5, 9, 12, 21, 26, 27, 28, 29, 34, 35, 44, 144, 170, 171, 172, 173, 176, 178, 179, 181, 182, 183, 184, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198], "2022": 0, "visibl": [0, 1], "invis": [0, 1], "ones": [0, 16, 104, 144, 167, 168, 191], "some": [0, 2, 4, 5, 6, 11, 12, 13, 15, 36, 40, 42, 65, 67, 70, 119, 124, 127, 166, 168, 191, 192, 193, 198], "those": [0, 1, 3, 4, 5, 6, 7, 9, 26, 27, 34, 47, 139, 196], "exist": [0, 4, 33, 42, 44, 55, 197], "you": [0, 2, 3, 5, 7, 9, 15, 42, 48, 53, 55, 56, 65, 66, 72, 77, 78, 79, 139, 141, 145, 191, 192, 196, 198], "should": [0, 4, 5, 6, 7, 9, 10, 11, 18, 41, 42, 44, 45, 47, 48, 73, 74, 91, 102, 106, 107, 109, 110, 111, 118, 124, 126, 139, 195, 197, 198], "fine": [0, 14, 36, 38, 49, 50, 58, 62, 63, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 178, 191, 194], "major": 0, "includ": [0, 1, 34, 62, 63, 84, 91, 92, 105, 127, 144, 145, 191, 197], "converg": [0, 9, 11, 12, 13, 18, 33, 41, 42, 43, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 171, 173, 185, 191, 192, 193, 196, 197], "control": [0, 9, 12, 13, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 42, 43, 44, 50, 57, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 101, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 197, 198], "check": [0, 3, 5, 7, 9, 10, 12, 15, 17, 25, 27, 28, 34, 35, 42, 62, 63, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 102, 165, 166, 170, 174, 175, 176, 177, 179, 180, 183, 192, 193, 194, 195, 196, 197, 198], "whether": [0, 39, 42, 50, 65, 66, 67, 68, 69, 73, 74, 75, 102, 126, 197, 198], "step": [0, 3, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 41, 42, 44, 46, 51, 54, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 88, 89, 91, 92, 94, 95, 96, 97, 101, 102, 107, 109, 110, 120, 122, 124, 143, 144, 145, 146, 149, 152, 154, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190], "tricki": 0, "so": [0, 12, 13, 18, 35, 36, 42, 50, 66, 70, 71, 73, 88, 89, 94, 95, 96, 97, 99, 100, 102, 103, 108, 110, 112, 113, 119, 120, 122, 127, 149, 191, 192, 193, 195, 196, 198], "made": [0, 5, 11, 15], "separ": [0, 5, 8, 18, 35, 42, 191], "modul": [0, 4, 7, 9], "thi": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 27, 28, 33, 34, 35, 36, 38, 41, 42, 44, 45, 46, 50, 56, 58, 62, 63, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 91, 92, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 112, 113, 115, 117, 119, 121, 122, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 149, 150, 156, 157, 158, 159, 160, 161, 162, 163, 164, 166, 168, 170, 172, 176, 185, 186, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198], "make": [0, 1, 5, 6, 12, 15, 42, 44, 48, 65, 66, 72, 73, 169, 170, 192, 193, 195], "featur": [0, 14, 196, 198], "like": [0, 1, 3, 5, 6, 7, 8, 9, 26, 27, 33, 34, 35, 36, 42, 45, 50, 65, 72, 73, 77, 119, 193, 195, 197, 198], "easier": [0, 49, 158, 159, 160, 161, 162, 166, 168, 191, 192], "implement": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 39, 42, 45, 47, 48, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "been": [0, 4, 5, 9, 18, 35, 36, 42, 66, 67, 73, 79, 124, 188, 194, 195, 198], "streamlin": 0, "bit": [0, 149, 191, 192, 193, 194], "them": [0, 2, 4, 5, 6, 7, 13, 15, 16, 18, 35, 41, 77, 96, 97, 149, 151, 193], "readabl": [0, 2, 4, 6], "digest": 0, "error": [0, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 42, 47, 62, 65, 66, 68, 69, 70, 71, 72, 74, 75, 76, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "leverag": [0, 18], "box": [0, 35], "colloc": [0, 3, 9, 14, 18, 33, 34, 35, 37, 43, 51, 65, 66, 72, 73, 74, 77, 78, 99, 102, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 167, 168, 170, 171, 173, 174, 190, 192, 194, 198], "complet": [0, 62, 195], "rewrot": 0, "node": [0, 5, 14, 18, 33, 37, 38, 39, 45, 46, 51, 58, 65, 66, 72, 73, 74, 77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 102, 103, 106, 108, 110, 112, 113, 114, 118, 120, 122, 124, 126, 127, 140, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 170, 174, 176, 185, 192, 194, 195, 197], "weight": [0, 8, 10, 18, 38, 39, 45, 54, 144, 152], "comput": [0, 3, 7, 8, 9, 10, 12, 14, 16, 18, 19, 21, 25, 28, 32, 35, 38, 42, 45, 47, 48, 51, 62, 65, 66, 72, 73, 79, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 165, 166, 167, 168, 170, 171, 173, 175, 177, 180, 181, 182, 184, 185, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "It": [0, 3, 5, 9, 10, 13, 18, 36, 39, 42, 46, 65, 66, 103, 119, 123, 144, 149, 191, 192, 194, 196, 197], "faster": [0, 197], "reliabl": [0, 2], "shorter": [0, 6, 194], "better": [0, 3, 6, 9, 77, 144, 185, 191, 197], "But": [0, 4, 5, 6], "sinc": [0, 3, 9, 11, 12, 13, 18, 33, 36, 42, 66, 72, 73, 119, 143, 185, 191, 192, 196, 197, 198], "old": [0, 9, 39, 65, 143], "do": [0, 4, 5, 6, 9, 11, 18, 26, 27, 34, 39, 42, 50, 65, 66, 72, 73, 77, 79, 90, 143, 144, 166, 169, 170, 171, 175, 180, 182, 183, 184, 185, 186, 189, 190, 191, 192, 194, 195, 196, 197, 198], "anymor": [0, 198], "tutori": [0, 3, 4, 5, 12, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "most": [0, 3, 5, 6, 9, 11, 12, 50, 77, 191, 192, 194, 195, 197], "playground": [0, 3, 5, 18], "look": [0, 2, 5, 14, 15, 42, 119, 191, 194, 195, 198], "over": [0, 12, 13, 16, 19, 28, 29, 30, 34, 35, 38, 39, 44, 99, 108, 109, 110, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 166, 168, 174, 180, 181, 182, 191, 193, 195, 196, 198], "see": [0, 1, 3, 5, 9, 14, 15, 16, 17, 18, 19, 26, 27, 34, 36, 42, 75, 108, 110, 112, 113, 119, 120, 122, 127, 144, 149, 150, 167, 179, 180, 181, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198], "what": [0, 1, 9, 12, 15, 25, 42, 65, 72, 77, 169, 175, 191, 192, 193, 194, 196, 198], "energi": [0, 9, 12, 21, 99, 104, 123, 173, 174, 178, 193, 194], "grid": [0, 28, 29, 30, 34, 35, 54, 58, 89, 91, 92, 94, 95, 96, 97, 104, 107, 108, 109, 110, 120, 123, 124, 139, 163, 166, 168, 191, 194], "simul": [0, 9, 10, 11, 12, 15, 18, 21, 25, 32, 59, 67, 78, 99, 101, 123, 124, 170, 172, 182, 192, 193, 196], "readi": [0, 4, 54, 195, 198], "wait": [0, 5, 62, 184, 196], "idea": [0, 3, 6, 9, 34, 35, 77, 144, 145, 193, 195, 196], "effort": 0, "condens": 0, "clean": [0, 9, 46, 50], "up": [0, 3, 5, 9, 10, 12, 15, 18, 21, 25, 28, 29, 30, 32, 35, 46, 50, 62, 63, 65, 66, 74, 108, 109, 110, 124, 143, 165, 166, 168, 175, 176, 180, 181, 184, 185, 189, 191, 192, 193, 194, 195, 196, 197, 198], "reduc": [0, 18, 65, 66, 74, 139, 164, 170, 171, 172, 174, 185, 192, 193, 194, 197], "number": [0, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 39, 42, 44, 45, 47, 54, 58, 62, 63, 65, 66, 67, 68, 73, 74, 78, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 122, 124, 126, 127, 139, 140, 144, 145, 146, 150, 164, 165, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "file": [0, 3, 5, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 53, 166, 184, 191, 192, 196], "onli": [0, 4, 5, 6, 10, 12, 14, 15, 18, 27, 33, 34, 35, 39, 40, 41, 42, 43, 46, 51, 57, 66, 69, 72, 73, 74, 79, 91, 92, 101, 105, 108, 121, 122, 124, 141, 143, 144, 145, 149, 151, 165, 166, 169, 170, 171, 173, 178, 182, 184, 188, 191, 192, 193, 194, 195, 196, 197, 198], "margin": 0, "differ": [0, 1, 3, 6, 9, 10, 12, 15, 16, 17, 18, 26, 27, 28, 33, 34, 38, 41, 42, 45, 54, 65, 66, 69, 71, 72, 73, 74, 75, 77, 90, 91, 92, 94, 95, 96, 97, 99, 100, 101, 102, 106, 114, 115, 119, 124, 126, 139, 143, 156, 173, 174, 177, 178, 180, 181, 182, 184, 185, 189, 191, 192, 193, 194, 195, 196, 197, 198], "significantli": [0, 18, 66, 195], "could": [0, 1, 4, 18, 65, 66, 74, 144, 145], "potenti": [0, 6, 58], "your": [0, 3, 4, 5, 9, 53, 72, 191, 193], "too": [0, 10, 12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 78, 170, 173, 174, 178, 180, 181, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "reli": [0, 36, 42, 73, 194], "ani": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 27, 34, 45, 56, 65, 74, 79, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 143, 191], "affect": [0, 1], "toward": [0, 1, 124], "gpu": [0, 54, 95], "data": [0, 3, 9, 10, 11, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 42, 43, 44, 46, 48, 49, 57, 62, 63, 75, 82, 83, 84, 85, 86, 88, 122, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 198], "type": [0, 3, 5, 7, 9, 10, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 56, 57, 58, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 129, 135, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 156, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 194, 195, 196, 197, 198], "base": [0, 2, 3, 5, 7, 9, 10, 11, 13, 14, 16, 18, 19, 26, 27, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 55, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 136, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 173, 174, 178, 191, 193, 194], "cupi": [0, 54, 82, 95], "possibl": [0, 6, 38, 42, 58, 65, 66, 79, 124, 156, 191, 194], "timo2705": 0, "ci": [0, 2, 3, 4, 5, 9, 10, 12, 16, 17, 33, 36, 197], "pipelin": [0, 15, 66, 78], "overhaul": 0, "again": [0, 35, 149, 192, 193, 194, 195, 196, 197, 198], "enabl": [0, 15, 66, 194], "simultan": [0, 98, 126], "earlier": [0, 144, 145], "lint": 0, "benchmark": [0, 5, 36], "least": [0, 3, 9, 14, 193, 196], "princip": 0, "environ": [0, 1, 3, 9, 12, 124, 184, 196, 197], "ubuntu": [0, 3, 9], "maco": [0, 3, 9], "format": [0, 5, 6, 11], "black": [0, 5, 35, 190, 198], "flakeheaven": [0, 5], "cleaner": 0, "sourc": [0, 5, 13, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "after": [0, 5, 6, 7, 9, 10, 11, 13, 16, 18, 42, 44, 66, 67, 72, 73, 76, 77, 101, 170, 171, 173, 178, 190, 192, 193, 194, 195, 198], "complaint": [0, 1], "here": [0, 1, 5, 8, 9, 11, 12, 13, 14, 15, 18, 33, 35, 39, 42, 65, 66, 67, 68, 69, 70, 71, 72, 73, 76, 78, 79, 80, 82, 83, 84, 86, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 102, 103, 105, 106, 107, 108, 110, 111, 112, 113, 117, 119, 120, 122, 126, 127, 140, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 167, 168, 170, 171, 172, 173, 174, 177, 178, 181, 184, 185, 188, 191, 192, 193, 194, 195, 196, 197, 198], "about": [0, 1, 5, 12, 42, 46, 54, 72, 73, 99, 102, 194, 195, 196], "recommend": [0, 2, 3, 5, 9, 191, 194], "run": [0, 3, 5, 9, 10, 11, 12, 15, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 41, 44, 56, 57, 59, 62, 63, 70, 73, 79, 119, 165, 166, 168, 170, 171, 172, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198], "befor": [0, 5, 42, 44, 51, 65, 66, 67, 102, 144, 149, 169, 187, 192, 197], "submiss": 0, "decemb": 0, "13": [0, 26, 34, 181, 189, 190, 195, 198], "2021": 0, "4": [0, 6, 9, 12, 14, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 88, 99, 100, 102, 103, 108, 112, 113, 127, 140, 144, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 195, 196, 197, 198], "python": [0, 2, 3, 5, 6, 8, 9, 18, 107, 109, 114, 184, 186, 196, 197], "9": [0, 16, 19, 144, 170, 171, 172, 173, 174, 178, 179, 181, 183, 184, 185, 186, 189, 190, 192, 193, 194, 195, 196, 197, 198], "cleanup": 0, "suit": [0, 191], "seem": [0, 12, 14, 144], "sort": [0, 1, 12, 16, 19, 21, 25, 26, 32, 34, 57, 166, 168, 172, 174, 175, 178, 184, 189, 191, 193, 194, 196, 198], "depend": [0, 3, 9, 10, 13, 42, 55, 66, 67, 68, 69, 71, 72, 75, 76, 79, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 107, 109, 110, 114, 118, 119, 120, 123, 124, 125, 126, 139, 140, 141, 166, 168, 170, 171, 173, 187, 191, 192, 193, 194, 195, 197], "mamba": [0, 5], "which": [0, 1, 3, 4, 5, 9, 10, 11, 12, 13, 15, 16, 18, 29, 30, 33, 34, 35, 36, 40, 41, 42, 48, 50, 57, 58, 62, 65, 66, 67, 72, 73, 74, 75, 76, 78, 79, 88, 89, 90, 94, 95, 99, 101, 103, 104, 108, 111, 112, 113, 114, 119, 120, 123, 124, 126, 127, 139, 144, 145, 146, 149, 150, 191, 192, 193, 194, 196, 197], "much": [0, 5, 66, 144, 145, 173, 174, 178, 192, 193, 194], "workflow": [0, 62, 63], "local": [0, 4, 5, 7, 18, 66, 72, 73, 74, 75, 91, 92, 99, 101, 102, 107, 109, 114, 119, 123, 124, 125, 139, 141, 185, 197], "act": [0, 1, 6], "introduc": [0, 4, 5, 9, 18, 150, 193, 198], "marker": [0, 28, 29, 30, 35, 166, 168, 191], "soem": 0, "distribut": [0, 18, 39, 47, 56, 62, 63, 67, 77, 94, 95, 107, 109, 110, 114, 120], "platform": [0, 3, 9], "And": [0, 144], "final": [0, 2, 5, 9, 11, 18, 28, 34, 35, 38, 42, 67, 73, 75, 78, 79, 154, 156, 174, 192, 193], "latex": [0, 3, 9, 53], "instal": [0, 3, 5, 9, 10, 11, 18, 195, 196, 197], "longer": [0, 5, 13, 194], "need": [0, 3, 5, 9, 10, 16, 18, 19, 27, 33, 34, 35, 36, 41, 42, 48, 50, 62, 65, 66, 68, 69, 70, 71, 72, 73, 74, 76, 79, 101, 104, 108, 114, 119, 143, 154, 167, 168, 169, 176, 184, 185, 191, 192, 194, 196, 197, 198], "plot": [0, 3, 5, 9, 11, 12, 13, 15, 16, 17, 18, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 188, 189, 191, 198], "august": [0, 3, 9], "11": [0, 26, 27, 34, 99, 139, 140, 144, 170, 171, 172, 173, 177, 180, 185, 186, 189, 192, 193, 194, 195, 197, 198], "signific": [0, 197, 198], "impact": [0, 1, 17, 18], "user": [0, 4, 6, 8, 38, 42, 44, 46, 49, 50, 51, 69, 156, 171, 173, 192, 193, 194, 195], "rewritten": 0, "port": [0, 9], "action": [0, 1, 3, 5, 9], "awai": [0, 75], "from": [0, 1, 3, 4, 6, 7, 8, 9, 11, 12, 14, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 40, 41, 42, 44, 45, 46, 47, 54, 57, 59, 62, 63, 65, 66, 72, 73, 74, 78, 89, 99, 100, 105, 112, 119, 122, 124, 139, 140, 143, 144, 145, 149, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "travi": 0, "flake8": [0, 5], "pytest": [0, 3, 5, 9], "nose": 0, "One": [0, 191, 194, 195, 198], "thing": [0, 6, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 99, 102, 126, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "mai": [0, 1, 2, 3, 4, 5, 6, 9, 16, 18, 44, 54, 72, 77, 144, 170, 192, 196, 198], "follow": [0, 1, 2, 5, 6, 7, 8, 10, 11, 34, 39, 99, 101, 104, 106, 107, 122, 139, 182, 192, 193, 196, 197], "0": [0, 1, 5, 7, 8, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 42, 44, 45, 47, 48, 50, 53, 54, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 143, 144, 154, 158, 162, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "petsc": [0, 3, 9, 16, 19, 107, 109, 114, 163, 184, 187, 196], "structur": [0, 2, 4, 9, 46, 50, 107, 109, 187, 191, 195, 197], "remov": [0, 1, 4, 5, 143, 150], "unnecessari": [0, 18], "boilerpl": 0, "long": [0, 5, 6, 17, 33, 72, 73, 101, 185, 197], "releas": [0, 3, 9, 33], "mark": [0, 18], "mesh": [0, 7, 10, 54, 81, 82, 85, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 157, 158, 159, 160, 161, 162, 165, 166, 171, 185, 191, 192, 197], "particl": [0, 81, 104, 105, 111, 117, 121, 122, 164, 173, 178, 193], "creation": [0, 12, 21, 25, 28, 32, 35, 170, 171, 172, 173, 174, 178, 185, 192, 193, 194, 197], "arrai": [0, 7, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 39, 48, 58, 99, 144, 165, 166, 173, 174, 175, 178, 180, 181, 185, 186, 187, 190, 191, 193, 194, 195, 197, 198], "each": [0, 2, 5, 7, 9, 11, 13, 16, 18, 19, 26, 27, 29, 30, 33, 34, 35, 36, 42, 44, 62, 63, 65, 67, 72, 73, 78, 91, 92, 99, 101, 122, 126, 139, 149, 169, 172, 174, 176, 177, 179, 180, 181, 182, 190, 191, 192, 193, 194, 195, 196, 198], "oper": [0, 5, 38, 42, 50, 65, 73, 74, 88, 89, 90, 91, 92, 94, 95, 96, 97, 106, 110, 114, 115, 120, 124, 139, 141, 156, 191, 192, 196], "avoid": [0, 1, 4, 5, 6, 55, 195], "directli": [0, 4, 5, 11, 34, 63, 90, 115, 118, 167, 168, 191], "subclass": 0, "numpi": [0, 6, 7, 8, 10, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 45, 48, 54, 84, 146, 150, 165, 166, 167, 168, 173, 174, 175, 178, 180, 181, 185, 186, 187, 190, 191, 193, 194, 195, 197, 198], "": [0, 1, 3, 5, 6, 9, 10, 11, 12, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 42, 48, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 91, 92, 98, 99, 104, 105, 107, 108, 109, 110, 112, 113, 114, 118, 119, 121, 122, 124, 126, 127, 140, 144, 146, 149, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 191, 193, 194, 195, 196, 197, 198], "ndarrai": [0, 39, 48, 54, 58, 65, 74, 82, 83, 84, 97, 100, 122, 146, 150], "somewhat": [0, 5, 196], "definit": [0, 7, 149, 193], "less": [0, 10, 72, 73, 169, 176, 185, 192, 194, 195, 197], "futur": 0, "proof": 0, "If": [0, 3, 4, 5, 7, 9, 13, 42, 44, 48, 53, 66, 70, 72, 73, 74, 77, 90, 99, 101, 102, 105, 110, 115, 118, 120, 121, 139, 143, 185, 196, 197], "sure": [0, 5, 42, 44, 48, 65, 66, 72, 193], "don": [0, 3, 4, 5, 8, 9, 42, 66, 73, 79, 144, 145, 170, 192, 196], "t": [0, 3, 4, 5, 7, 8, 9, 11, 12, 21, 25, 32, 38, 42, 45, 47, 48, 66, 71, 72, 73, 79, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 156, 166, 167, 168, 170, 175, 191, 192, 194, 196, 198], "upgrad": 0, "quadratur": [0, 39, 45, 47, 65, 66, 72, 73, 77, 174, 193], "even": [0, 4, 5, 6, 33, 184, 193, 194, 196, 197], "No": [0, 1, 3, 9, 26, 27, 34, 88, 99, 103, 191], "push": [0, 4, 5, 9], "abov": [0, 3, 4, 9, 11, 15, 18, 33, 42, 99, 167, 191, 194], "routin": [0, 4, 9, 10, 12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 38, 44, 46, 50, 59, 62, 63, 68, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 156, 164, 165, 166, 167, 168, 170, 182, 185, 186, 188, 189, 191, 192, 193, 196, 197, 198], "work": [0, 3, 4, 5, 8, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 66, 73, 76, 149, 170, 175, 180, 181, 182, 183, 184, 185, 192, 193, 194, 195, 196, 197, 198], "recent": [0, 18], "matplotlib": [0, 36, 53, 166, 168, 191], "yet": [0, 10, 14, 18, 34, 35, 44, 191, 192, 193, 194, 195, 196, 198], "were": [0, 1, 15], "would": [0, 3, 4, 9, 13, 78, 144, 145, 193], "minor": 0, "30": [0, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 139, 172, 174, 175, 177, 178, 180, 181, 182, 185, 186, 190, 193, 194, 195, 196, 197, 198], "2019": [0, 3, 9, 110, 120], "add": [0, 4, 5, 6, 7, 9, 16, 19, 35, 38, 41, 42, 44, 65, 66, 67, 71, 72, 73, 74, 77, 124, 136, 143, 149, 156, 166, 168, 191, 193], "exampl": [0, 1, 3, 6, 7, 8, 9, 11, 12, 13, 14, 35, 42, 89, 90, 91, 92, 94, 95, 96, 97, 99, 101, 106, 107, 110, 111, 112, 113, 114, 120, 123, 149, 173, 191, 192, 193, 194, 195, 196, 197, 198], "nonlinear": [0, 16, 19, 66, 91, 92, 94, 95, 96, 97, 98, 99, 100, 103, 104, 106, 107, 108, 109, 112, 113, 118, 119, 120, 122, 126, 127, 140, 197], "schr\u00f6dinger": [0, 120, 197], "equat": [0, 9, 13, 15, 17, 26, 27, 33, 34, 35, 73, 75, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 105, 106, 107, 108, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 144, 145, 180, 181, 185, 186, 190, 193, 194, 195, 197, 198], "grai": [0, 108, 109, 110], "scott": [0, 108, 109, 110], "particular": [0, 3, 4, 5, 8, 9, 10, 16, 18, 19, 33, 46, 65, 73, 141, 144, 145, 191, 194, 196, 197], "allen": [0, 9, 36, 91, 92, 94, 95, 96, 97], "cahn": [0, 9, 36, 91, 92, 94, 95, 96, 97], "parallel": [0, 3, 4, 5, 9, 10, 12, 15, 18, 36, 62, 63, 65, 72, 74, 78, 82, 84, 96, 107, 109, 110, 114, 120, 149, 180, 181, 184, 186, 187, 189, 192, 195, 198], "fft": [0, 3, 9, 10, 36, 89, 94, 95, 96, 97, 110, 120, 159, 160, 161], "librari": [0, 2, 5, 9, 18, 196], "mpi4pi": [0, 3, 9, 10, 30, 35, 42, 57, 67, 68, 70, 78, 96, 97, 110, 120, 184, 186, 187, 192, 195, 196], "There": [0, 6, 13, 36, 66], "8": [0, 3, 5, 6, 9, 27, 34, 53, 119, 165, 166, 167, 168, 169, 170, 171, 172, 173, 177, 178, 179, 180, 181, 182, 184, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197], "where": [0, 3, 7, 8, 9, 13, 14, 18, 26, 27, 33, 34, 35, 36, 42, 45, 47, 56, 73, 77, 89, 92, 94, 95, 96, 97, 99, 102, 103, 104, 105, 108, 109, 110, 112, 113, 115, 121, 122, 124, 139, 144, 145, 149, 170, 191, 192, 193, 194, 196, 198], "show": [0, 5, 13, 14, 15, 17, 33, 36, 78, 173, 174, 178, 193, 194, 195, 196, 197], "usag": [0, 4, 11, 36, 187, 191, 197], "three": [0, 5, 29, 35, 47, 73, 119, 123, 150, 193, 194, 198], "extern": [0, 1, 9, 15, 91, 122, 194], "fenic": [0, 3, 9, 83, 108, 112, 113, 127, 157, 185], "petsc4pi": [0, 3, 9, 16, 19, 107, 109, 114], "mpi": [0, 3, 9, 10, 15, 18, 30, 36, 42, 57, 65, 66, 67, 68, 69, 70, 73, 74, 78, 84, 96, 110, 120, 149, 184, 186, 187, 195, 197], "performan": 0, "detail": [0, 2, 3, 5, 8, 9, 10, 13, 66, 120, 122, 193, 196, 197], "perform": [0, 3, 4, 5, 9, 18, 31, 33, 46, 62, 63, 65, 68, 73, 74, 141, 144, 145, 195, 196, 198], "analysi": [0, 5, 9], "score": [0, 36], "p": [0, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 45, 58, 88, 100, 107, 108, 109, 110, 166, 168, 169, 170, 171, 172, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "extra": 0, "first": [0, 3, 4, 5, 9, 12, 14, 15, 33, 38, 41, 42, 45, 51, 65, 67, 72, 73, 78, 82, 84, 99, 104, 108, 110, 113, 119, 144, 146, 149, 150, 152, 153, 156, 166, 167, 168, 172, 193, 194], "iter": [0, 11, 12, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 41, 42, 44, 48, 62, 63, 65, 66, 68, 69, 71, 72, 73, 76, 77, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 136, 139, 140, 141, 144, 145, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197], "taken": [0, 4, 15, 36, 105, 121, 140, 144], "februari": 0, "14": [0, 12, 27, 32, 34, 144, 145, 181, 186, 189, 195, 197, 198], "accompani": [0, 9, 193], "acm": [0, 3, 9], "tom": [0, 3, 9], "paper": [0, 3, 8, 9, 14, 17, 45, 62, 63, 104, 193], "prototyp": [0, 3, 9, 18, 48, 192], "spectral": [0, 3, 9, 11, 17, 33, 35, 88, 89, 94, 95, 96, 97, 103, 110, 120, 150, 186, 197], "defer": [0, 3, 9, 11, 33, 88, 103, 150], "correct": [0, 3, 4, 9, 10, 11, 33, 34, 38, 46, 62, 63, 88, 103, 104, 122, 127, 145, 150, 156, 176, 185, 194, 197], "contain": [0, 5, 8, 9, 10, 11, 12, 16, 18, 19, 33, 35, 36, 38, 39, 40, 41, 42, 44, 45, 46, 48, 51, 54, 57, 58, 62, 63, 67, 70, 73, 77, 78, 83, 85, 89, 91, 92, 98, 99, 100, 104, 105, 107, 109, 110, 112, 113, 118, 120, 122, 125, 126, 139, 143, 144, 146, 147, 148, 149, 150, 151, 153, 154, 156, 166, 168, 169, 176, 182, 191, 192, 193, 194, 196], "In": [0, 4, 5, 6, 9, 10, 11, 12, 13, 14, 15, 16, 18, 33, 34, 35, 36, 65, 69, 72, 73, 99, 112, 113, 119, 127, 141, 144, 145, 191, 192, 193, 194, 195, 197, 198], "drop": [0, 13, 99], "support": [0, 3, 9, 144, 145, 194], "variou": [0, 9, 10, 39, 42, 56, 65, 66, 190, 198], "incomp": 0, "led": 0, "inconsist": [0, 185, 197], "treatment": [0, 92], "part": [0, 3, 5, 9, 14, 16, 19, 26, 27, 29, 30, 34, 35, 36, 38, 42, 82, 83, 84, 86, 88, 89, 91, 92, 94, 95, 96, 97, 99, 100, 103, 108, 109, 110, 112, 113, 120, 122, 123, 124, 127, 141, 144, 145, 156, 169, 179, 180, 181, 184, 186, 187, 188, 190], "had": 0, "while": [0, 2, 3, 5, 9, 12, 15, 18, 33, 35, 65, 72, 73, 74, 170, 184, 192, 193, 194, 195, 196, 197], "A": [0, 1, 4, 6, 8, 9, 11, 13, 16, 18, 19, 26, 27, 34, 35, 41, 45, 46, 56, 65, 67, 73, 74, 88, 90, 91, 92, 99, 100, 101, 102, 106, 107, 108, 109, 110, 112, 113, 114, 115, 122, 123, 124, 125, 127, 139, 144, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 188, 189, 190], "pledg": 0, "migrat": 0, "decis": [0, 1], "alreadi": [0, 2, 3, 5, 9, 36, 41, 42, 44, 77, 170, 192, 193, 196], "unifi": 0, "instead": [0, 11, 34, 42, 53, 66, 77, 94, 95, 141, 184, 190, 192, 196, 198], "provid": [0, 1, 2, 7, 10, 13, 18, 26, 27, 34, 39, 54, 91, 92, 99, 102, 110, 113, 178, 192, 193, 194, 197], "maintain": [0, 3, 6, 9, 18], "four": [0, 30, 35], "one": [0, 4, 5, 7, 12, 14, 15, 16, 18, 29, 30, 35, 36, 41, 42, 48, 54, 58, 59, 62, 63, 65, 66, 67, 68, 72, 74, 88, 89, 91, 99, 101, 102, 104, 106, 107, 108, 109, 112, 113, 118, 140, 143, 144, 149, 165, 169, 171, 173, 178, 184, 191, 192, 193, 194, 196], "emul": [0, 13, 124, 195], "controller_nonmpi": [0, 12, 16, 19, 21, 25, 26, 28, 29, 30, 32, 34, 35, 61, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "controller_mpi": [0, 61, 184, 187, 196, 197, 198], "further": [0, 6, 9, 50, 54, 79, 99, 193, 198], "confus": [0, 5, 149], "multigrid": [0, 3, 9, 34, 198], "perspect": [0, 3, 9], "algorithm": [0, 3, 9, 18, 195, 196, 197, 198], "exchang": 0, "than": [0, 5, 6, 15, 16, 18, 19, 49, 57, 66, 77, 99, 158, 159, 160, 161, 162, 165, 169, 177, 185, 191, 192, 194, 196, 197], "determin": [0, 1, 10, 42, 66, 68, 73, 79, 99, 101, 144, 145], "when": [0, 1, 3, 4, 5, 6, 8, 9, 11, 13, 18, 34, 42, 43, 44, 55, 65, 66, 70, 72, 73, 77, 79, 99, 102, 118, 124, 126, 143, 144, 145, 187, 193, 194, 197, 198], "stop": [0, 41, 66, 68, 77, 91, 106, 118, 126, 140, 198], "previou": [0, 5, 11, 50, 65, 69, 72, 73, 122, 143], "behavior": [0, 1, 13, 104, 106, 107, 195], "restor": 0, "flag": [0, 16, 19, 39, 55, 58, 62, 63, 192, 198], "front": [0, 101], "end": [0, 5, 6, 11, 13, 41, 42, 46, 51, 62, 63, 65, 73, 74, 119, 122, 171, 173, 182, 192, 193, 194, 196], "redund": 0, "specif": [0, 2, 4, 8, 10, 42, 45, 53, 54, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 78, 79, 80, 118], "descript": [0, 5, 9, 12, 15, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 41, 42, 50, 56, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "declar": 0, "within": [0, 1, 5, 6, 9, 35, 43, 66, 70, 72, 73, 190, 191, 193, 198], "precis": [0, 16, 18, 35, 196], "header": [0, 29, 30, 35, 166, 191], "__init__": [0, 6, 7, 8, 42, 149], "inherti": 0, "renew": 0, "deprec": [0, 9], "requir": [0, 3, 5, 9, 12, 18, 29, 30, 35, 54, 66, 73, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 177, 192, 194, 197, 198], "2018": [0, 144], "integr": [0, 2, 3, 4, 6, 9, 11, 12, 14, 15, 18, 33, 36, 38, 39, 45, 51, 122, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 169, 192], "consist": [0, 2, 4, 6, 102, 121, 122, 123, 191], "initi": [0, 7, 11, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 41, 42, 44, 48, 50, 62, 63, 65, 73, 77, 79, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "condit": [0, 5, 11, 18, 26, 27, 29, 30, 34, 35, 48, 54, 65, 77, 80, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 143, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 185, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "u": [0, 1, 3, 5, 7, 9, 11, 46, 48, 50, 66, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 165, 166, 170, 171, 173, 191, 192, 193], "f": [0, 3, 5, 6, 7, 8, 9, 11, 12, 21, 25, 26, 27, 28, 32, 34, 35, 38, 39, 45, 46, 48, 49, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "fix": [0, 4, 5, 13, 15, 33, 35, 97, 120, 195, 198], "throughout": [0, 191], "As": [0, 5, 13, 18, 185, 191, 194, 195, 197], "bug": [0, 4, 42, 44, 171, 173, 192, 193], "discov": 0, "3018": 0, "ship": [0, 3, 9], "dmda": [0, 107, 109, 163], "solver": [0, 12, 16, 18, 33, 35, 75, 76, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 187, 190, 193, 194, 197, 198], "right": [0, 1, 5, 6, 7, 11, 12, 16, 18, 19, 26, 27, 28, 29, 30, 33, 34, 35, 39, 45, 46, 48, 51, 54, 58, 65, 77, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "c": [0, 3, 7, 9, 26, 27, 29, 30, 34, 35, 88, 89, 90, 99, 100, 101, 108, 112, 113, 120, 122, 127, 181, 190], "commun": [0, 1, 3, 9, 10, 18, 42, 43, 44, 57, 62, 65, 67, 68, 69, 70, 72, 74, 78, 82, 84, 85, 86, 96, 97, 107, 109, 110, 114, 120, 149, 184, 187, 196, 197], "split": [0, 33, 88, 92, 94, 95, 103, 108, 144, 150, 184, 187, 196, 197], "space": [0, 1, 5, 10, 16, 18, 19, 26, 27, 34, 35, 36, 38, 49, 50, 54, 70, 89, 94, 95, 96, 97, 106, 107, 108, 109, 110, 112, 113, 120, 124, 127, 156, 166, 168, 175, 176, 177, 179, 180, 181, 182, 186, 187, 189, 190, 191, 192, 194, 195, 196, 198], "get": [0, 5, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 48, 53, 54, 55, 57, 65, 66, 67, 71, 73, 74, 78, 92, 94, 102, 107, 119, 123, 124, 126, 144, 145, 165, 166, 167, 168, 170, 171, 172, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 194, 195, 196, 197, 198], "mpich3": 0, "bind": [0, 197], "download": [0, 5], "pypi": [0, 3, 9], "doe": [0, 5, 6, 12, 14, 35, 44, 46, 50, 55, 56, 66, 70, 144, 145, 185, 191, 192, 193, 194, 195, 196, 197, 198], "packag": [0, 5, 9], "ever": 0, "annoi": 0, "incredibli": 0, "slow": [0, 9, 10, 15, 88, 103, 150], "setup": [0, 9, 10, 12, 26, 27, 28, 29, 30, 34, 35, 41, 42, 44, 58, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 104, 122, 166, 168, 169, 171, 173, 175, 179, 185, 190, 192, 193, 194, 195, 197, 198], "phase": [0, 12, 25, 62, 63, 80, 111], "copi": [0, 7, 46, 51, 143, 149, 184, 189, 196, 198], "dill": [0, 12, 21, 25, 32], "90": [0, 16, 19, 80], "certain": [0, 10, 11, 18, 33, 124, 195], "increas": [0, 8, 18, 45, 47, 90, 194, 195, 198], "speed": [0, 10, 18, 88, 89, 90, 100], "calcul": 0, "pen": [0, 12, 21, 25, 32, 122, 173, 178, 193, 194], "trap": [0, 12, 21, 25, 32, 122, 173, 178, 193, 194], "novemb": 0, "2017": 0, "matrix": [0, 8, 9, 11, 17, 26, 27, 29, 30, 33, 35, 38, 39, 45, 47, 48, 51, 54, 58, 65, 73, 74, 88, 90, 91, 92, 99, 100, 101, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 122, 123, 124, 125, 127, 139, 144, 146, 147, 148, 149, 150, 152, 153, 154, 158, 160, 162, 167, 168, 185, 191, 197], "pfasst": [0, 3, 9, 10, 12, 26, 27, 35, 59, 62, 63, 180, 181, 182, 183, 184, 186, 189, 192, 194, 197, 198], "matrixpfasst": [0, 26, 27, 34], "involv": [0, 1], "few": [0, 2, 4, 6, 9, 12, 15, 196, 197, 198], "unexpect": 0, "place": [0, 5, 42, 71, 72], "e": [0, 1, 3, 4, 5, 6, 9, 12, 35, 44, 48, 50, 55, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 164, 166, 168, 169, 173, 178, 191, 192, 193, 194, 195, 196, 197, 198], "g": [0, 3, 4, 5, 6, 9, 12, 28, 29, 30, 35, 44, 48, 49, 50, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 123, 124, 125, 126, 127, 139, 140, 141, 157, 158, 159, 160, 161, 162, 163, 164, 169, 191, 192, 193, 194, 195, 196, 197, 198], "transfer": [0, 16, 19, 26, 27, 34, 35, 36, 38, 43, 49, 50, 158, 159, 160, 161, 162, 164, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 192, 195, 196, 197, 198], "neglig": 0, "though": [0, 5, 10], "25": [0, 12, 16, 19, 21, 25, 26, 27, 28, 34, 35, 91, 92, 94, 95, 96, 97, 101, 104, 144, 173, 174, 178, 180, 181, 182, 183, 184, 186, 187, 188, 189, 193, 194, 195, 196, 197, 198], "6th": 0, "workshop": 0, "avail": [0, 1, 5, 9, 14, 18, 36, 39, 42, 66, 72, 73, 143, 144], "index": [0, 5, 9, 11, 29, 30, 35, 65, 72, 73, 78, 99, 102], "http": [0, 1, 3, 5, 8, 9, 12, 21, 45, 75, 96, 97, 100, 104, 105, 107, 109, 110, 114, 120, 140, 144, 145], "org": [0, 1, 3, 5, 8, 9, 12, 21, 75, 98, 100, 104, 105, 107, 109, 110, 114, 119, 120, 144, 145], "simpli": [0, 5, 16, 192, 193, 194, 195, 198], "pip": [0, 3, 5, 9, 10], "natur": [0, 1, 11, 119, 193], "notabl": [0, 41, 66], "meet": 0, "standard": [0, 2, 11, 14, 16, 33, 34, 35, 38, 72, 73, 122, 156, 191, 193, 194, 195, 196], "2016": [0, 3, 9, 75, 88, 103, 150], "its": [0, 3, 5, 6, 9, 12, 53, 66, 73, 102, 124, 165, 166, 191, 192, 193, 194, 195], "redesign": 0, "core": [0, 3, 4, 5, 7, 9, 12, 149, 167, 168, 169, 170, 171, 173, 176, 191, 192, 193, 194, 197], "actual": [0, 13, 14, 44, 99, 122, 124, 144, 145, 170, 185, 191, 192, 193, 195, 196, 197, 198], "necessari": [0, 5, 16, 19, 46, 65, 185, 193, 197], "someth": [0, 41, 42, 48, 65, 66], "well": [0, 1, 10, 12, 14, 17, 18, 34, 35, 36, 38, 41, 42, 66, 67, 68, 73, 108, 112, 113, 119, 124, 127, 156, 166, 168, 185, 191, 192, 193, 195, 197, 198], "collect": [0, 5, 12, 21, 25, 29, 30, 32, 35, 104, 166, 168, 175, 191, 194], "either": [0, 18, 66, 79, 90, 115, 144, 145, 170, 185, 191, 192, 197], "introduct": 0, "ad": [0, 4, 8, 41, 42, 55, 72, 143, 149, 198], "below": [0, 8, 12, 13, 15, 17, 18, 42, 66, 79, 99, 192, 193, 197, 198], "explain": [0, 9], "fashion": [0, 91, 92, 110], "simpl": [0, 6, 9, 10, 11, 13, 26, 27, 34, 35, 68, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 110, 118, 119, 120, 123, 124, 125, 126, 139, 140, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "spatial": [0, 9, 16, 18, 19, 26, 27, 34, 38, 50, 54, 89, 90, 91, 92, 94, 95, 96, 97, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 124, 127, 139, 156, 158, 160, 162, 165, 166, 169, 175, 179, 180, 181, 187, 190, 192, 193, 195, 197, 198], "discret": [0, 8, 13, 18, 45, 54, 88, 89, 90, 91, 92, 99, 100, 102, 106, 107, 109, 110, 114, 115, 120, 124, 139, 165, 166, 190, 191, 197, 198], "formul": [0, 11, 34, 105, 108, 112, 113, 121, 127, 146, 147, 148, 149, 150, 152, 153, 154, 191], "move": [0, 66, 67, 193], "mlsdc": [0, 3, 9, 12, 34, 50, 62, 63, 177, 178, 185, 186, 195, 196, 197, 198], "inclus": [0, 1, 39], "two": [0, 10, 11, 12, 13, 16, 33, 34, 36, 39, 47, 50, 66, 68, 72, 74, 75, 88, 91, 92, 94, 95, 98, 100, 101, 103, 106, 108, 109, 110, 112, 113, 114, 124, 127, 139, 144, 145, 153, 166, 168, 178, 191, 194, 195, 196, 198], "gener": [0, 6, 7, 9, 11, 15, 17, 23, 33, 35, 39, 47, 48, 54, 56, 94, 95, 106, 107, 109, 120, 139, 143, 148, 149, 185, 193, 194, 197], "input": [0, 10, 13, 48, 56, 58, 107, 109, 148, 192], "nonmpi": [0, 42], "real": [0, 11, 35, 96, 97, 110, 118, 120, 159, 186, 191, 195, 197], "virtual": [0, 3, 9, 12, 63, 195], "parallelisim": 0, "simplifi": [0, 6, 8, 28], "coarsen": [0, 12, 14, 185, 194, 197, 198], "libpfasst": 0, "offer": [0, 192], "plugin": [0, 195, 198], "subpackag": 0, "fulli": [0, 3, 9, 11, 16, 19, 38, 42, 47, 66, 88, 89, 91, 92, 99, 103, 107, 109, 113, 120, 122, 124, 127, 191], "sphinx": [0, 5, 9], "apidoc": [0, 9], "mainli": [0, 9], "realiz": [0, 9, 26, 27, 34, 108, 109, 114, 196], "clearli": [0, 9], "stabl": [0, 144, 191], "barycentr": [0, 8, 45, 58], "interpol": [0, 8, 13, 38, 45, 58, 65, 66, 72, 74, 77, 99, 112, 113, 175, 178, 194, 195], "equidistantspline_right": 0, "spline": 0, "multi": [0, 3, 9, 15, 16, 19, 66, 91, 92, 107, 110, 153, 179, 182, 189, 191, 192, 195, 196], "aka": [0, 16], "singl": [0, 1, 5, 18, 26, 27, 34, 46, 57, 68, 122, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 169, 170, 171, 172, 173, 174, 178, 182, 185, 186, 192, 193, 194, 196, 197, 198], "level": [0, 1, 3, 6, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 38, 42, 43, 44, 49, 50, 51, 62, 63, 65, 66, 71, 72, 73, 78, 80, 143, 144, 149, 152, 156, 157, 158, 159, 160, 161, 162, 163, 164, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "expect": [0, 4, 9, 13, 28, 35, 73, 84, 148, 165, 166, 167, 168, 169, 172, 173, 174, 175, 177, 188, 190, 191, 192, 193, 194, 196, 197, 198], "rework": 0, "intern": [0, 13, 122, 192], "simplic": 0, "member": 1, "leader": 1, "particip": 1, "harass": 1, "free": [1, 26, 27, 34, 35, 65, 171, 173, 187, 192, 193, 197], "experi": [1, 9, 13, 15, 104, 166, 168, 191, 193], "everyon": 1, "regardless": 1, "ag": 1, "bodi": [1, 105, 121], "size": [1, 7, 8, 13, 15, 18, 38, 42, 45, 46, 50, 54, 62, 66, 67, 69, 73, 75, 77, 78, 79, 88, 100, 104, 107, 122, 139, 167, 168, 184, 190, 191, 196, 198], "disabl": [1, 9], "ethnic": 1, "sex": 1, "characterist": [1, 195], "gender": 1, "ident": [1, 48, 88, 90, 100, 109, 114, 115, 124, 139], "express": [1, 99, 101, 112, 113, 123], "educ": [1, 3, 9], "socio": 1, "econom": 1, "statu": [1, 37, 42, 46, 50, 62, 63, 65, 66, 67, 68, 71, 72, 107, 109, 170, 192], "nation": [1, 18], "person": [1, 4], "appear": [1, 11], "race": 1, "religion": 1, "sexual": 1, "orient": [1, 2], "interact": [1, 26, 27, 34, 122, 194], "open": [1, 5, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "welcom": [1, 171, 173, 192, 193], "divers": 1, "healthi": 1, "posit": [1, 12, 16, 19, 21, 25, 28, 32, 35, 85, 104, 105, 111, 117, 121, 122, 146, 154, 173, 178, 180, 181, 185, 186, 187, 193, 194, 195, 197], "demonstr": [1, 9, 10, 18, 187, 188, 192, 193, 194, 195, 196, 197, 198], "empathi": 1, "kind": [1, 39, 45, 92, 193, 195], "peopl": 1, "Being": 1, "respect": [1, 18, 26, 27, 33, 34], "opinion": 1, "viewpoint": [1, 33], "give": [1, 3, 5, 9, 42, 58, 66, 69, 74, 79, 126, 195, 196], "gracefulli": 1, "accept": [1, 5, 11, 65], "construct": [1, 54, 193], "feedback": 1, "apolog": 1, "mistak": 1, "learn": [1, 9], "focus": 1, "just": [1, 5, 9, 29, 30, 34, 35, 42, 48, 67, 72, 73, 77, 110, 141, 143, 164, 172, 185, 193, 197], "individu": [1, 16, 18, 19, 41], "overal": [1, 108, 109, 110, 196], "unaccept": 1, "languag": 1, "imageri": 1, "attent": 1, "advanc": [1, 3, 9, 107, 109, 110, 114, 120, 194], "troll": 1, "insult": 1, "derogatori": 1, "comment": [1, 4, 5], "polit": 1, "attack": 1, "public": [1, 4, 9, 33, 35, 36, 119], "privat": 1, "publish": 1, "inform": [1, 13, 42, 44, 54, 66, 99, 102, 107, 109, 191, 193, 198], "physic": [1, 12, 122], "email": 1, "address": 1, "explicit": [1, 3, 9, 82, 83, 84, 86, 110, 113, 120, 141, 142, 144, 145, 150, 152, 192], "permiss": 1, "reason": [1, 42, 144, 145, 191, 194], "consid": [1, 5, 11, 13, 33, 48, 90, 115], "inappropri": 1, "profession": 1, "set": [1, 2, 3, 4, 7, 8, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 40, 42, 43, 44, 45, 50, 56, 57, 65, 66, 77, 79, 90, 122, 139, 165, 166, 167, 168, 170, 171, 172, 173, 174, 175, 176, 177, 178, 180, 181, 182, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "clarifi": [1, 13], "take": [1, 3, 9, 10, 11, 18, 29, 30, 34, 35, 41, 47, 48, 67, 78, 90, 139, 166, 168, 185, 191, 194, 197, 198], "appropri": [1, 100, 141, 191], "fair": 1, "deem": 1, "threaten": 1, "offens": 1, "harm": 1, "edit": 1, "reject": 1, "commit": [1, 2, 4, 5, 15], "wiki": [1, 105, 145], "issu": [1, 3, 4, 5, 9, 144], "align": [1, 16, 19], "moder": 1, "appli": [1, 5, 11, 13, 18, 35, 38, 112, 144, 156], "offici": 1, "repres": [1, 7, 170, 191, 192, 195], "mail": 1, "post": [1, 5, 44, 192], "via": [1, 3, 9, 10, 17, 26, 27, 33, 34, 35, 38, 46, 49, 50, 66, 68, 94, 95, 112, 156, 157, 158, 159, 160, 161, 162, 195], "social": 1, "media": 1, "account": [1, 4, 47, 105, 121, 194], "appoint": 1, "onlin": 1, "offlin": 1, "event": [1, 13, 99, 102], "instanc": [1, 4, 5, 6, 8, 18, 26, 27, 34, 41, 42, 44, 45, 65, 66, 73, 74, 107, 109, 139, 149, 165, 166, 167, 168, 169, 170, 191, 192], "abus": 1, "otherwis": [1, 5, 42, 44, 73, 78, 101, 185, 191, 197], "report": [1, 5, 9, 104], "review": [1, 18, 33], "investig": [1, 11, 13, 17, 33, 88, 103, 104, 122, 124], "promptli": 1, "fairli": 1, "oblig": 1, "privaci": 1, "secur": 1, "incid": 1, "consequ": 1, "violat": 1, "unprofession": 1, "unwelcom": 1, "written": [1, 4, 5, 6, 11, 34, 91, 146, 150], "clariti": 1, "around": [1, 73, 191, 192, 198], "explan": [1, 13, 15], "why": 1, "wa": [1, 3, 9, 15, 42, 66, 99, 104, 193], "apologi": 1, "through": [1, 2, 3, 4, 9, 42, 63, 79], "seri": 1, "continu": [1, 2, 3, 4, 6, 7, 9, 15, 58, 66, 68, 77, 108, 109, 110, 112, 113, 127], "unsolicit": 1, "specifi": [1, 5, 7, 11, 16, 19, 36, 50, 57, 185, 194, 195, 197], "period": [1, 26, 27, 29, 30, 34, 35, 58, 88, 89, 90, 91, 92, 94, 95, 96, 97, 101, 107, 109, 110, 115, 120, 127, 139, 158, 159, 160, 161, 162, 181, 187, 190, 195, 197, 198], "channel": [1, 5], "term": [1, 10, 47, 73, 92, 94, 95, 104, 112, 113, 114, 115, 122, 124, 192], "lead": [1, 42, 124, 144, 145, 194, 198], "seriou": [1, 198], "sustain": 1, "pattern": 1, "aggress": [1, 14, 185, 197], "disparag": 1, "www": [1, 3, 9, 12, 21, 104, 105, 110, 140], "code_of_conduct": 1, "html": [1, 5, 105, 110, 120], "inspir": [1, 6, 8, 45, 47], "mozilla": 1, "ladder": 1, "answer": [1, 18], "common": [1, 11, 13, 37], "question": [1, 18, 198], "faq": 1, "translat": 1, "develop": [2, 3, 5, 6, 8, 9, 13, 95, 119], "approach": [2, 3, 5, 9, 34, 35, 139, 185, 195, 197], "fork": [2, 4, 5], "extend": [2, 122, 193], "skip": 2, "furthermor": 2, "branch": [2, 5, 15], "pre": [2, 4, 5, 29, 30, 35, 178, 192, 194], "To": [2, 3, 5, 9, 11, 139, 193, 194, 195, 196, 197], "pleas": [2, 3, 5, 9, 15, 44, 57, 66, 72, 79, 144, 145, 149, 192, 193], "addition": [2, 91], "rule": [2, 5, 6, 45, 47, 65, 66, 72, 143, 144, 145, 154, 193], "enforc": [2, 5, 6, 42, 79], "summar": 2, "convent": [2, 5, 7], "chosen": [2, 194], "name": [2, 3, 4, 5, 7, 9, 12, 16, 19, 25, 32, 40, 42, 43, 46, 53, 55, 122, 184, 191, 192, 193, 195, 196], "function": [2, 4, 5, 7, 8, 11, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 45, 46, 48, 50, 56, 57, 58, 62, 63, 66, 67, 69, 72, 73, 75, 77, 83, 89, 94, 95, 96, 97, 99, 101, 102, 107, 108, 109, 110, 111, 112, 113, 120, 122, 127, 141, 146, 149, 150, 164, 165, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "flavor": [2, 3, 9, 67, 72, 78, 178, 194, 196], "applic": [2, 4, 9, 13, 44, 57, 65, 70, 101, 191, 198], "object": [2, 6, 8, 18, 35, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 51, 55, 56, 59, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 96, 97, 100, 107, 109, 110, 114, 120, 131, 136, 137, 143, 144, 156, 173, 174, 178, 192, 193, 194, 198], "program": [2, 5, 26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "oop": 2, "custom": [2, 6, 8, 14, 38, 44, 46, 48, 49, 50, 51, 146, 147, 150, 152, 153, 154, 156, 159, 193], "inherit": [2, 7, 40, 89, 99, 149], "framework": [2, 197], "addit": [2, 4, 6, 36, 41, 56, 90, 193, 196], "guidelin": [2, 3, 5, 6, 9], "given": [2, 5, 7, 8, 36, 39, 45, 47, 49, 50, 65, 88, 89, 91, 98, 99, 103, 118, 119, 122, 126, 140, 165, 191, 195, 196, 198], "esp": [3, 9], "multilevel": [3, 9, 50], "extens": [3, 9], "intend": [3, 9, 13], "rapid": [3, 9], "purpos": [3, 9, 41, 184, 188, 192, 194, 196, 198], "predictor": [3, 9, 44, 51, 62, 63, 144, 149, 194], "toi": [3, 9, 124], "easili": [3, 6, 9, 12, 18], "variant": [3, 9, 12, 14, 19, 185, 197], "implicit": [3, 9, 11, 16, 19, 26, 29, 30, 33, 34, 35, 82, 83, 84, 86, 89, 91, 92, 99, 107, 109, 110, 112, 113, 127, 141, 143, 144, 148, 149, 150, 152, 153, 180, 181, 186, 187, 190, 192, 195, 197, 198], "imex": [3, 9, 26, 33, 34, 88, 141, 144, 150, 152, 170, 171, 172, 173, 174, 178, 180, 186, 187, 190, 192, 193, 194, 195, 197, 198], "verlet": [3, 9, 12, 21, 25, 32, 142, 145, 146], "diagon": [3, 9, 26, 27, 34, 35, 125, 144], "topic": [3, 9, 18], "outcom": [3, 9, 18], "gitlab": [3, 9], "10": [3, 8, 9, 12, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 75, 97, 98, 100, 101, 105, 107, 109, 114, 119, 124, 144, 145, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "host": [3, 4, 9], "com": [3, 9, 45, 145], "often": [3, 9, 18, 66], "choic": [3, 5, 9, 144, 145, 195], "thu": [3, 9, 11, 13, 191, 194], "checkout": [3, 9], "conda": [3, 5, 9, 10], "found": [3, 9, 12, 13, 14, 29, 30, 33, 35, 42, 58, 99, 102, 193, 197], "folder": [3, 5, 9, 10, 197], "etc": [3, 5, 9, 36, 42, 66, 69, 73, 75, 194, 195], "env": [3, 9, 184, 196], "creat": [3, 9, 10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 44, 99, 108, 112, 113, 127, 139, 165, 166, 167, 168, 169, 176, 187, 188, 191, 192, 193, 194, 195, 197, 198], "yml": [3, 9], "m": [3, 5, 8, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 42, 45, 63, 67, 73, 74, 75, 78, 100, 108, 112, 113, 122, 124, 127, 131, 167, 168, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "correspond": [3, 5, 9, 12, 18, 25, 26, 27, 33, 34, 42, 47, 50, 57, 65, 146, 147, 148, 149, 150, 151, 152, 153, 154, 194, 196, 198], "chose": [3, 9, 119], "pythonpath": [3, 9, 184, 196], "export": [3, 5, 9], "path": [3, 5, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 42, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "root": [3, 5, 9, 11, 13, 82, 84, 86, 102, 184, 196], "want": [3, 5, 9, 18, 42, 65, 66, 67, 70, 72, 73, 78, 145, 192, 196, 198], "import": [3, 5, 6, 7, 8, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 42, 73, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "statement": [3, 5, 9], "assum": [3, 9, 122, 195], "directori": [3, 5, 9, 12, 16, 19, 21, 25, 28, 32, 35, 184, 196], "decent": [3, 9], "compil": [3, 9], "although": [3, 6, 9, 10, 191, 192, 194], "go": [3, 5, 9, 14, 44, 62, 63, 77, 79, 170, 184, 192, 195, 196], "great": [3, 9], "let": [3, 8, 9, 45, 77, 91, 99, 103], "know": [3, 9, 46, 66, 73, 74, 77, 173, 192, 193, 195], "help": [3, 6, 8, 9, 36, 185, 193, 197], "greatli": [3, 9, 18], "appreci": [3, 9], "citat": [3, 9, 144], "robert": [3, 9, 18, 122], "speck": [3, 9, 88, 103, 122, 150], "997": [3, 9, 166, 191], "transact": [3, 9], "mathemat": [3, 9], "softwar": [3, 9, 108, 112, 113, 127], "volum": [3, 9], "45": [3, 9, 124, 186, 197], "doi": [3, 8, 9, 75, 98, 100, 119, 124, 144], "1145": [3, 9, 144], "3310410": [3, 9], "current": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 16, 18, 19, 21, 25, 28, 32, 35, 39, 42, 44, 46, 48, 50, 51, 58, 62, 63, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 149, 152, 184, 192, 196, 198], "zenodo": [3, 9], "origin": [3, 9, 14, 33, 39, 110, 119, 122], "pancetta": [3, 9], "small": [3, 9, 10, 16, 18, 19, 48, 170, 191, 192], "scientist": [3, 9], "interest": [3, 9, 18, 33, 36, 193, 195, 196, 198], "changelog": [3, 9], "evolut": [3, 9, 71], "dearli": [3, 9], "read": [3, 6, 8, 9, 11, 12, 16, 19, 21, 25, 28, 32, 35, 40, 43, 55], "our": [3, 9, 62, 63, 191, 192, 193, 195, 197], "forget": [3, 5, 9], "peek": [3, 9], "nice": [3, 9, 11, 18, 73, 191, 195], "conduct": [3, 5, 9, 124], "receiv": [3, 9, 42, 46, 62, 82, 84, 85, 86], "fund": [3, 9], "european": [3, 9], "high": [3, 9, 12, 14, 16, 19, 21, 25, 28, 32, 35, 73, 122, 180, 181, 185, 186, 187, 190, 194, 195, 197, 198], "joint": [3, 9], "undertak": [3, 9], "ju": [3, 9], "grant": [3, 9], "agreement": [3, 9], "955701": [3, 9], "union": [3, 9], "horizon": [3, 9], "2020": [3, 9], "research": [3, 9], "innov": [3, 9], "programm": [3, 9], "belgium": [3, 9], "franc": [3, 9], "germani": [3, 9], "switzerland": [3, 9], "german": [3, 9], "feder": [3, 9], "ministri": [3, 9], "bmbf": [3, 9], "16hpc047": [3, 9], "helmholtz": [3, 9], "engin": [3, 9], "preparatori": [3, 9], "studi": [3, 9, 33, 35, 66, 104], "hirse_p": [3, 9], "nbsp": [3, 9], "done": [4, 5, 9, 10, 12, 13, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 42, 66, 102, 106, 109, 110, 114, 124, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "repositori": [4, 5], "eventu": [4, 6, 9], "mainten": 4, "howev": [4, 5, 6, 18, 42, 73, 90, 124, 144, 145, 194, 198], "highli": [4, 194], "trough": 4, "dedic": [4, 101], "master": [4, 5, 9, 11, 15], "contributor": 4, "propos": 4, "solv": [4, 7, 9, 16, 18, 19, 48, 65, 66, 73, 74, 78, 89, 90, 91, 92, 94, 95, 96, 97, 99, 106, 107, 108, 109, 110, 112, 113, 115, 118, 119, 120, 122, 127, 141, 144, 145, 167, 168, 191, 197], "accuraci": [4, 10, 13, 18, 54, 65, 72, 73, 139, 165, 166, 168, 169, 190, 192, 196, 198], "issue214": 4, "214": 4, "awesome_new_project": 4, "some_featur": 4, "favor": [4, 6], "short": [4, 6, 196], "lower": [4, 5, 18, 35, 66, 72, 74, 79, 144, 145, 148, 193], "case": [4, 5, 6, 11, 13, 35, 69, 99, 102, 106, 107, 191, 194, 195, 196, 198], "underscor": [4, 6], "eas": [4, 6, 50], "interfac": [4, 18, 41, 48, 49, 51, 144, 145, 192], "modifi": [4, 5, 11, 35, 36, 47, 72], "default": [4, 5, 16, 19, 42, 44, 45, 48, 51, 55, 56, 62, 63, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 80, 108, 112, 113, 124, 127, 139, 143, 149, 192, 194], "valu": [4, 6, 7, 8, 10, 11, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 39, 40, 41, 42, 44, 45, 46, 48, 50, 51, 54, 55, 56, 57, 58, 62, 63, 65, 66, 69, 71, 72, 73, 75, 77, 79, 82, 83, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 129, 130, 133, 134, 135, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 159, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "revis": 4, "happen": [4, 26, 27, 34, 41, 42, 65, 66, 72, 77, 198], "upstream": 4, "repo": 4, "hesit": 4, "regularli": [4, 5, 13], "conflict": 4, "On": 4, "my_featur": 4, "git": [4, 5], "fetch": 4, "synchron": [4, 11], "v": [4, 5, 12, 16, 19, 21, 25, 26, 27, 30, 32, 34, 35, 91, 99, 101, 104, 108, 109, 110, 112, 113, 122, 123, 127, 165, 166, 170, 174, 177, 182, 183, 184, 187, 189, 191, 192, 193, 196, 197, 198], "next": [4, 5, 6, 7, 8, 11, 14, 18, 46, 50, 58, 65, 66, 72, 78, 99, 193, 194, 195, 196, 198], "v5": 4, "v6": 4, "forc": [4, 10, 12, 91, 96, 97, 104, 112, 113, 114, 115, 173, 178, 193, 194, 197], "re": [4, 170, 192, 194], "write": [4, 5, 12, 21, 26, 27, 28, 29, 30, 32, 34, 35, 42, 77, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "script": [4, 9, 10, 11, 16, 36, 119, 196], "anyon": 4, "onc": [4, 5, 26, 27, 34, 42, 65, 73, 74, 184, 196], "roadmap": 4, "mileston": 4, "associ": [4, 8, 45, 46, 139], "down": [4, 13, 15, 62, 63, 101], "Such": 4, "same": [4, 6, 7, 15, 18, 27, 34, 41, 42, 65, 73, 78, 89, 90, 92, 99, 115, 124, 139, 172, 179, 191, 192, 193, 194, 195, 196], "never": [4, 65, 74], "modif": [4, 54], "own": [4, 5, 18, 193], "prefix": [4, 6], "dev": 4, "cannot": [4, 7, 11, 42, 66, 141, 194], "sever": [4, 12, 35, 90, 115], "solut": [4, 6, 7, 10, 11, 13, 15, 16, 18, 19, 26, 27, 28, 33, 34, 35, 46, 48, 65, 66, 69, 70, 72, 73, 74, 77, 80, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 165, 166, 167, 168, 170, 171, 173, 175, 177, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "summari": [4, 5, 6, 7, 8], "panel": 5, "divid": [5, 88, 100, 103, 108, 112, 113, 127, 196], "categori": 5, "build": [5, 27, 34, 54, 167, 168, 184, 191, 196], "artifact": 5, "section": 5, "style": [5, 8, 12, 16, 19, 21, 25, 28, 32, 35, 62, 63, 73], "syntax": [5, 6], "complianc": 5, "pep": [5, 6], "comprehens": [5, 65], "bugbear": 5, "diff": [5, 26, 34, 177, 189, 194, 198], "color": [5, 18, 28, 29, 30, 35, 166, 168, 187, 191, 197], "reformat": 5, "command": 5, "line": [5, 6, 11, 18, 65, 123, 139, 166, 167, 168, 184, 191, 196], "120": 5, "charact": [5, 6], "arithmet": 5, "variabl": [5, 7, 12, 25, 41, 42, 48, 50, 55, 65, 66, 67, 69, 71, 72, 73, 74, 77, 80, 100, 144, 145, 184, 193, 195, 196], "empti": [5, 184, 196], "autom": [5, 108, 112, 113, 127], "possibli": [5, 10, 65, 74, 77], "bin": 5, "sh": 5, "stage": [5, 42, 51, 62, 63, 73, 143, 144, 145, 149, 152, 171, 173, 192, 193, 198], "head": 5, "grep": [5, 29, 30, 35], "py": [5, 10, 11, 12, 14, 16, 17, 19, 21, 23, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 99, 146, 147, 150, 152, 153, 154, 158, 159, 160, 161, 162, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "sed": 5, "rev": 5, "pars": 5, "toplevel": 5, "delet": [5, 73], "becaus": [5, 18, 73, 77, 119, 149, 185, 197], "fail": [5, 184, 196], "fi": 5, "chmod": 5, "execut": [5, 196], "Be": [5, 66, 76, 79, 144], "awar": [5, 66, 76, 79, 144, 145], "alter": 5, "editor": 5, "whenev": [5, 41, 65, 191], "r": [5, 8, 16, 19, 28, 29, 30, 35, 38, 58, 88, 91, 92, 94, 95, 96, 97, 99, 100, 101, 103, 105, 106, 107, 109, 114, 121, 122, 123, 124, 139, 156, 198], "messag": [5, 42, 62, 65, 66, 69, 73, 74, 75], "detect": [5, 18, 75], "abort": [5, 26, 27, 34, 70], "ahead": 5, "worri": [5, 196], "obtain": [5, 8, 34, 35, 45, 54, 65, 66, 72, 73, 108], "msg": [5, 42, 70], "commit_msg_fil": 5, "flakeheaven_output": 5, "interpret": 5, "trailer": 5, "echo": 5, "assign": [5, 29, 30, 35, 141], "note": [5, 6, 8, 12, 14, 16, 17, 19, 26, 27, 33, 34, 45, 72, 171, 185, 186, 191, 192, 193, 194, 195, 196, 197, 198], "relat": [5, 33, 38, 42, 48, 49, 50, 51, 156, 193], "constantli": [5, 124], "pep8": [5, 9], "might": [5, 18, 55, 77, 79, 196], "caus": [5, 15, 144, 196], "date": 5, "forg": 5, "pass": [5, 6, 8, 16, 19, 26, 27, 29, 30, 34, 35, 38, 42, 46, 48, 50, 51, 53, 57, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 78, 79, 80, 156, 179, 180, 181, 186, 187, 190, 191, 192, 194, 195, 197, 198], "toml": [5, 184, 196], "compon": [5, 10, 11, 13, 82, 83, 84, 86, 98, 110, 118, 119, 126, 140, 153, 198], "test_nod": 5, "how": [5, 8, 12, 13, 17, 18, 67, 71, 72, 73, 101, 124, 172, 191, 192, 193, 194, 195, 196, 197, 198], "compar": [5, 10, 13, 16, 19, 26, 27, 28, 33, 34, 35, 65, 66, 73, 74, 75, 94, 95, 165, 166, 170, 171, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "indic": [5, 6, 9, 39, 43, 58, 62, 91, 94, 95, 96, 97, 99, 101, 102, 106, 108, 112, 113, 118, 124, 126, 127, 140, 192], "print": [5, 6, 7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "load": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 42, 66, 67, 68, 71, 72, 75, 76, 79, 99, 123], "sitecustom": 5, "process_startup": 5, "durat": 5, "analyz": [5, 33, 34, 36, 191], "henc": [5, 15, 18, 42, 66, 74, 112, 113, 124, 127], "finish": [5, 171, 173, 192, 193], "process": [5, 10, 15, 18, 26, 34, 36, 43, 44, 62, 73, 82, 84, 86, 108, 109, 110, 171, 173, 179, 180, 181, 182, 183, 184, 188, 189, 192, 193, 195, 196, 198], "combin": [5, 11, 12, 73, 184, 187, 194, 196, 197], "htmlcov": 5, "favorit": [5, 144], "browser": 5, "did": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 73, 166, 167, 168, 169, 170, 171, 175, 184, 187, 191, 192, 194, 196, 197], "ignor": [5, 144, 145, 198], "rais": [5, 6, 7, 12, 16, 19, 25, 26, 27, 32, 34, 42, 70, 184, 185, 196, 197], "tool": [5, 36, 192], "pyproject": [5, 184, 196], "conditionali": 5, "loop": [5, 13, 16, 19, 28, 29, 30, 35, 44, 166, 168, 174, 180, 181, 182, 191, 193, 195, 196], "pragma": 5, "cover": 5, "def": [5, 6, 7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "preced": 5, "think": 5, "justifi": 5, "built": [5, 6, 144, 145, 192, 198], "task": [5, 196], "doc": [5, 120], "unzip": 5, "rst": 5, "update_apidoc": 5, "b": [5, 16, 19, 26, 27, 28, 29, 30, 34, 35, 65, 73, 74, 100, 108, 109, 110, 112, 113, 122, 127, 131, 137, 173, 178, 179, 180, 181, 187, 190], "Then": [5, 8, 13, 14, 45, 191, 193], "graph": [5, 28, 35], "imag": 5, "still": [5, 35, 42, 65, 74, 141, 144], "miss": [5, 198], "concern": 5, "mostli": [6, 43], "Of": [6, 194], "cours": [6, 42, 194], "strictli": [6, 144, 145], "alwai": [6, 15, 44, 66, 78, 101, 144, 145, 146, 154, 191, 194, 196], "guido": 6, "von": 6, "rossum": 6, "kei": [6, 12, 16, 19, 21, 25, 29, 30, 32, 35, 55, 57, 62, 63, 73, 99, 139, 174, 184, 192, 193, 195, 196], "insight": 6, "state": [6, 13, 35, 96, 97, 99, 101, 102], "foolish": 6, "hobgoblin": 6, "littl": [6, 186, 191, 193, 197], "mind": [6, 48, 54, 74, 141], "find": [6, 9, 13, 15, 18, 29, 30, 35, 42, 58, 166, 168, 191], "optim": [6, 11, 35, 66, 120, 166, 168, 191], "compromis": 6, "someon": [6, 9], "els": [6, 12, 16, 19, 25, 26, 27, 29, 30, 32, 34, 35, 66, 99, 102, 149, 178, 182, 184, 185, 186, 187, 190, 194, 196, 197, 198], "understand": [6, 8, 36], "my": [6, 9], "effect": [6, 66, 119, 124], "kilomet": 6, "aspect": [6, 18], "interdepend": 6, "attract": 6, "lowercas": 6, "variablenamelikethi": 6, "snake_cas": 6, "variable_name_like_thi": 6, "pascalcas": 6, "camelcas": 6, "uppercas": 6, "minu": 6, "try": [6, 14, 15, 65, 66, 72, 184, 191, 196], "stick": 6, "discourag": 6, "advectiondiffus": 6, "except": [6, 15, 42, 43, 47, 124, 184, 196], "suffix": [6, 195], "parametererror": [6, 37, 43], "goe": [6, 42], "argument": [6, 42, 44, 48, 57, 90, 172, 193], "tleft": [6, 39, 167, 168, 191], "quadtyp": 6, "legendr": [6, 39, 45, 47, 167, 168, 177, 191, 193, 194], "computefejerrul": [6, 37, 45], "nnode": [6, 176, 194], "nodegener": 6, "getorthogpolycoeff": 6, "self": [6, 7, 8, 42, 63, 68, 73, 99, 149], "ncoeff": 6, "abbrevi": 6, "deterior": [6, 13], "rather": [6, 8, 12, 13, 18, 33, 185, 192, 196, 197], "getorthogonalpolynomialcoeffici": 6, "plural": 6, "acronym": 6, "jacobimssdc": 6, "multistepsdcjacobi": 6, "mssdcjacobi": 6, "put": [6, 166, 191, 193, 198], "exception": 6, "special": [6, 9, 11, 12, 25, 32, 34, 92, 106, 107, 173, 174, 178, 193, 194, 198], "mysweep": 6, "initsweep": 6, "getattr": 6, "_initsweep_": 6, "attributeerror": 6, "notimplementederror": [6, 12, 16, 19, 25, 32, 185, 197], "_initsweep_copi": 6, "_initsweep_spread": 6, "_": [6, 8, 11, 12, 21, 25, 32, 45, 110, 112, 113, 120, 171, 173, 190, 192, 193, 198], "chucknorri": 6, "_think": 6, "doubt": 6, "doubl": [6, 66], "__": [6, 171, 173, 192, 193], "left": [6, 11, 12, 14, 21, 25, 32, 33, 39, 45, 54, 58, 90, 91, 92, 94, 95, 96, 97, 106, 107, 112, 114, 115, 117, 122, 139, 150, 166, 168, 191], "__dict__": [6, 55], "node_typ": [6, 39, 47, 167, 168, 177, 191, 194], "equid": [6, 39], "chebi": [6, 39], "quad_typ": [6, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "gauss": [6, 15, 18, 35, 39, 45, 47, 66, 72, 174, 193, 195, 198], "radau": [6, 16, 19, 26, 27, 28, 29, 30, 34, 35, 39, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "lobatto": [6, 12, 21, 25, 32, 39, 47, 174, 193], "string": [6, 16, 19, 41, 42, 46, 57, 139], "distinguish": 6, "select": [6, 66, 74], "probabl": [6, 122, 197], "keep": [6, 10, 41, 42, 48, 54, 74, 141, 182, 196], "replac": [6, 14, 16, 19, 193, 194], "_initsweep_copy_past": 6, "_initsweep_spread_out": 6, "non": [7, 17, 35, 42, 58, 62, 66, 67, 69, 73, 78, 82, 84, 85, 86, 119, 124, 196], "od": [7, 9, 48, 51, 98, 99, 101, 119, 123, 140, 143, 149, 194, 197], "form": [7, 9, 11, 90, 92, 94, 95, 96, 97, 108, 109, 110, 113, 115, 118, 125, 146, 150, 185, 191, 195, 197], "frac": [7, 8, 45, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 125, 126, 127, 139, 140], "du": [7, 16, 19, 108, 109, 110, 118, 140], "dt": [7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 46, 50, 66, 73, 98, 99, 101, 102, 103, 111, 117, 118, 119, 122, 123, 125, 126, 131, 137, 139, 140, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "quad": 7, "u_0": [7, 11, 103], "vector": [7, 8, 11, 45, 54, 58, 65, 73, 74, 104, 105, 107, 108, 109, 112, 113, 121, 127, 158, 162, 167, 168, 191, 192], "scalar": [7, 8, 33, 45, 103, 108, 112, 113, 127, 146, 150], "hand": [7, 18, 42, 48, 51, 54, 65, 73, 77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 167, 168, 191, 192, 194, 197], "side": [7, 18, 48, 51, 54, 65, 77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 167, 168, 191, 192, 194, 197], "ptype": [7, 37, 46, 48, 49, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141], "templat": [7, 36], "lambda": [7, 12, 16, 19, 21, 25, 26, 27, 32, 34, 103, 118, 122, 125, 146, 150, 184, 196], "ct": 7, "complex": [7, 9, 12, 33, 84, 193], "np": [7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 47, 58, 65, 74, 83, 88, 89, 91, 92, 94, 96, 97, 99, 100, 101, 103, 104, 122, 123, 124, 139, 165, 166, 167, 168, 173, 174, 175, 178, 180, 181, 184, 185, 186, 187, 190, 191, 193, 194, 195, 196, 197, 198], "problemerror": [7, 37, 43], "datatype_class": [7, 10, 60, 166, 171, 173, 191, 192, 193, 197], "mycustomproblem": 7, "datatyp": [7, 10, 42, 82, 84, 161], "dtype_u": [7, 46, 48, 50, 72, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 146, 147, 148, 149, 150, 151, 153, 154, 165, 166, 175, 191, 194], "dtype_f": [7, 46, 48, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 144, 145], "lam": [7, 118], "len": [7, 12, 16, 19, 21, 27, 29, 30, 32, 34, 35, 166, 168, 175, 176, 179, 184, 187, 191, 194, 195, 196, 197], "shape": [7, 38], "must": [7, 8, 45, 48, 99, 194], "1d": [7, 16, 17, 33, 54, 58, 88, 91, 106, 124, 159, 191], "call": [7, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 48, 50, 57, 66, 67, 72, 76, 77, 80, 91, 92, 99, 101, 109, 110, 114, 122, 126, 140, 149, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "super": [7, 42, 44, 110, 193], "init": [7, 8, 42, 48, 82, 83, 84, 85, 86, 165, 166, 175, 181, 191, 194, 195], "none": [7, 10, 12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 41, 42, 44, 46, 48, 54, 55, 57, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 83, 84, 85, 86, 88, 92, 94, 95, 96, 97, 99, 100, 102, 104, 107, 108, 109, 110, 114, 119, 120, 123, 124, 125, 126, 127, 139, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 166, 168, 171, 173, 182, 185, 186, 190, 191, 192, 193, 196, 197, 198], "dtype": [7, 84, 173, 174, 178, 193, 194], "regist": [7, 40, 57, 172, 193], "localvar": 7, "true": [7, 12, 16, 19, 26, 27, 32, 34, 42, 46, 53, 58, 73, 91, 99, 102, 106, 110, 118, 119, 120, 124, 126, 139, 140, 144, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "rh": [7, 10, 38, 46, 48, 51, 73, 82, 83, 84, 86, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 143, 149, 156], "eval_f": [7, 48, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 165, 166, 191], "f_init": [7, 48], "list": [7, 8, 9, 10, 12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 41, 42, 45, 46, 48, 50, 53, 54, 57, 58, 63, 65, 67, 73, 74, 75, 78, 91, 94, 95, 96, 97, 99, 100, 102, 104, 108, 125, 127, 143, 144, 146, 147, 148, 149, 150, 151, 153, 154, 166, 168, 172, 173, 174, 175, 178, 180, 181, 182, 184, 189, 191, 193, 194, 195, 196, 198], "output": [7, 12, 13, 25, 32, 36, 44, 48, 65, 107, 109, 159, 173, 174, 178, 182, 184, 187, 193, 194, 196, 197], "fals": [7, 12, 16, 19, 32, 41, 42, 44, 53, 54, 58, 62, 63, 67, 72, 105, 118, 120, 121, 139, 147, 148, 149, 150, 151, 152, 153, 171, 173, 178, 182, 185, 186, 187, 189, 190, 192, 193, 194, 196, 197, 198], "docstr": 8, "itself": [8, 13, 42, 73, 124, 194, 198], "describ": [8, 9, 11, 16, 17, 19, 36, 99, 105, 108, 109, 110, 121, 172, 193], "lagrangeapproxim": [8, 37, 45], "approxim": [8, 11, 18, 45, 73, 74, 89, 91, 94, 95, 96, 97, 110, 118, 119, 120, 123, 124, 126], "point": [8, 13, 18, 39, 45, 46, 47, 53, 58, 65, 72, 73, 74, 89, 91, 92, 94, 95, 96, 97, 99, 102, 105, 107, 121, 124, 146, 147, 148, 149, 150, 151, 152, 153, 154, 165, 166, 191], "lagrang": [8, 37, 108, 112, 113, 127, 194], "math": [8, 100, 107], "t_j": [8, 45], "leq": [8, 45, 99, 101, 102, 115, 140], "j": [8, 45, 88, 92, 94, 95, 96, 97, 101, 103, 104, 105, 107, 108, 109, 112, 113, 121, 127, 144], "n": [8, 12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 45, 90, 92, 94, 95, 96, 97, 99, 100, 104, 105, 106, 108, 110, 112, 113, 115, 120, 121, 122, 127, 129, 130, 133, 134, 135, 137, 139, 166, 167, 168, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "formula": [8, 45, 170, 192], "displaystyl": [8, 45, 90, 115], "sum_": [8, 11, 45, 104, 105, 115, 121, 122], "w_j": [8, 45], "x_j": [8, 45], "f_j": [8, 45], "prod_": [8, 45, 90, 115], "k": [8, 11, 12, 21, 25, 28, 29, 30, 32, 33, 35, 45, 58, 73, 89, 99, 101, 104, 108, 109, 110, 111, 112, 113, 122, 124, 127, 146, 150, 166, 168, 174, 191, 193], "neq": [8, 45, 105, 121, 122], "x_k": [8, 45], "theori": [8, 45], "dx": [8, 28, 35, 54, 88, 91, 92, 94, 95, 96, 97, 100, 104, 106, 107, 108, 109, 112, 113, 114, 122, 124, 127, 129, 130, 133, 134, 135, 137, 139, 165, 166, 175, 191, 194], "1137": 8, "s0036144502417715": 8, "tupl": [8, 44, 45, 57, 72, 90, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 111, 114, 115, 120, 124, 127, 139, 190, 193, 198], "1darrai": [8, 45, 47, 48, 88, 89, 91, 92, 94, 95, 96, 99, 103, 104, 122, 124, 139], "scale": [8, 10, 12, 15, 16, 18, 19, 21, 25, 28, 29, 30, 32, 35, 45, 53, 91, 92, 94, 95, 96, 97, 122, 191, 197], "getinterpolationmatrix": [8, 45], "vec": [8, 16, 19, 45, 86, 88, 91, 92, 99, 100, 101, 102, 103, 107, 108, 109, 112, 113, 114, 120, 123, 124, 125, 127, 139], "tau_m": [8, 45], "p_": [8, 45], "inter": [8, 45, 122], "pinter": [8, 45], "2darrai": [8, 45, 101, 122, 123], "row": [8, 45, 65, 67, 73, 74, 107, 150], "column": [8, 45, 73, 107, 150, 167, 168, 191], "cute": 8, "pictur": [8, 12, 18, 21, 36], "cat": 8, "coverag": 9, "flatten": [9, 48], "steep": 9, "curv": 9, "eight": 9, "briefli": [9, 198], "discuss": [9, 196], "along": [9, 13, 122], "highlight": 9, "shown": [9, 12, 16], "ye": [9, 54], "jupyt": [9, 15], "notebook": [9, 15], "awesom": [9, 39], "statist": [9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 44, 57, 59, 62, 63, 91, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 194, 195, 196, 197, 198], "gather": [9, 16, 44, 122, 166, 168, 174, 175, 184, 191, 193, 194, 196, 198], "medium": 9, "group": 9, "bori": [9, 12, 122, 146, 193, 194], "becom": [9, 11, 18, 65, 73, 105, 121, 196], "evolv": 9, "proper": 9, "suppos": [9, 196, 198], "focuss": 9, "beyond": [9, 35, 194], "basi": [9, 12, 101], "present": [9, 41, 178, 194], "readm": 9, "intent": 9, "content": 9, "conform": 9, "attempt": 9, "fast": [9, 88, 89, 94, 95, 96, 97, 103, 110, 120, 122, 150], "wave": [9, 88, 89, 103, 106, 107, 150, 165, 166, 191], "rdc": 9, "ration": 9, "asymptot": 9, "fastest": 9, "bayreuth": 9, "modal": 9, "system": [9, 11, 15, 18, 32, 36, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107, 108, 109, 110, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144, 145, 167, 168, 191, 193, 197], "differenti": [9, 13, 15, 75, 98, 99, 101, 102, 108, 112, 113, 118, 119, 123, 127, 139, 145], "algebra": 9, "helper": [9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 41, 44, 62, 63, 99, 107, 109, 111, 122, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "tabl": [9, 39, 41], "search": 9, "materi": 10, "scienc": [10, 198], "paraphas": 10, "partner": 10, "flexibl": 10, "run_simple_forcing_verif": 10, "2d": [10, 11, 16, 33, 65, 74, 90, 92, 100, 114, 115, 160, 186, 197], "against": [10, 34], "known": [10, 11, 13, 42, 94, 95, 119, 122], "circl": [10, 91, 92, 94, 95, 96, 97], "shrink": [10, 167, 168, 191], "drive": [10, 91, 96, 97, 198], "vanish": [10, 73], "numer": [10, 11, 12, 18, 33, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 123, 124, 125, 126, 127, 140, 141, 145], "scheme": [10, 11, 33, 34, 35, 65, 66, 73, 74, 100, 143, 144, 145, 146, 195, 198], "constant": [10, 73, 92, 94, 95, 105, 111, 121, 122, 146, 195, 198], "dw": [10, 91, 96, 97], "radiu": [10, 17, 33, 35, 91, 92, 94, 95, 96, 97], "stai": [10, 101], "run_temp_forcing_verif": 10, "temperatur": [10, 119, 124], "run_temp_forcing_refer": 10, "These": [10, 15, 35, 36, 42, 144, 145], "serial": [10, 15, 18, 63, 72, 82, 84, 189, 195, 196, 197, 198], "mimick": 10, "larger": [10, 191, 197], "hpc": [10, 36], "machin": [10, 11, 16, 18, 196], "allencahn_monitor_and_dump": 10, "radii": 10, "dump": [10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41], "o": [10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 184, 188, 189, 191, 196, 198], "allencahn_monitor": 10, "allencahn_dump": 10, "visual": [10, 16, 19, 28, 29, 30, 33, 35, 36, 59, 166, 168, 188, 191], "turn": [10, 194], "field": [10, 13, 44, 81, 85, 122, 173, 178, 193, 194], "png": [10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 59, 166, 168, 188, 189, 191, 198], "visualize_temp": 10, "movi": 10, "run_pysc_ac": 10, "ex": [10, 36], "jobscript": 10, "jureca": [10, 36], "allencahn_mpifft": [10, 87], "problem_class": [10, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 48, 56, 60, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "allencahn_temp_mpifft": [10, 87], "thesi": 11, "suffic": [11, 66], "misc": 11, "hookclass_da": 11, "linear_plot": 11, "previous": 11, "npy": 11, "axi": [11, 122, 166, 168, 191], "loglog_plot": 11, "logarithm": 11, "commonli": 11, "semilogy_plot": 11, "y": [11, 96, 97, 98, 109, 114, 117, 166, 168, 191], "simple_da": 11, "analyt": [11, 47, 88, 118, 165, 166, 167, 168, 191], "pendulum": 11, "veri": [11, 12, 13, 14, 16, 19, 34, 48, 102, 144, 171, 173, 191, 192, 193, 195], "solvabl": 11, "synchronous_machin": 11, "attach": [11, 193], "infinit": 11, "bu": 11, "undergo": 11, "torqu": 11, "disturb": 11, "transistor_amplifi": 11, "transistor": 11, "amplifi": 11, "world": [11, 187, 197], "situat": [11, 194], "run_convergence_test": 11, "mention": [11, 15, 33], "run_iteration_test": 11, "behaviour": [11, 66, 119, 143], "residu": [11, 33, 41, 51, 59, 65, 66, 68, 73, 76, 107, 109, 124, 149, 151, 152, 170, 171, 172, 173, 185, 188, 189, 192, 193, 194, 197], "fully_implicit_dae_playground": 11, "arena": 11, "synchronous_machine_playground": 11, "fully_implicit_da": 11, "represent": 11, "aris": [11, 13, 44, 91, 106, 118, 126, 139, 140], "jacobian": [11, 35, 47, 48, 107, 109, 124], "partial_": 11, "singular": [11, 140], "impli": [11, 197], "deriv": [11, 14, 34, 41, 44, 47, 54, 73, 88, 91, 100, 111, 124, 139, 140, 141, 150], "denot": [11, 72, 89, 91, 94, 95, 96, 97, 99, 103, 110, 111, 112, 113, 115, 120, 127], "isol": 11, "picard": [11, 146, 147, 148, 149, 150, 152, 153, 154], "ordinari": [11, 13, 15, 75, 98, 99, 101, 102, 119, 123], "henceforth": 11, "cast": 11, "unknown": [11, 73, 91, 92, 94, 95, 96, 97, 100, 111, 113], "int_0": 11, "tu": 11, "tau": [11, 38, 46, 156, 185, 197], "d": [11, 14, 28, 29, 35, 88, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 109, 110, 111, 112, 113, 114, 117, 119, 121, 123, 125, 126, 139, 184, 196], "tild": 11, "delta": [11, 29, 30, 35, 45, 91, 92, 94, 95, 96, 97, 103, 106, 107, 108, 109, 110, 120, 127], "t_": [11, 101, 119, 122], "t_m": [11, 97], "int_": [11, 45, 108, 112, 113, 127], "discretis": [11, 124, 139], "obviou": [11, 14], "mathbf": 11, "q": [11, 29, 30, 35, 51, 108, 122, 144, 145, 146, 149, 150, 152, 167, 168, 191], "l": [11, 28, 29, 30, 35, 58, 72, 89, 94, 95, 96, 97, 99, 110, 120, 144, 166, 168, 169, 170, 176, 191, 192, 194], "_l": 11, "low": 11, "euler": [11, 35, 100, 143, 144, 146, 147, 150, 152, 154, 181, 195], "_0": 11, "begin": [11, 42, 122, 171, 173, 192, 193, 196], "pmatrix": 11, "t_1": 11, "dot": [11, 27, 34], "t_2": 11, "clear": [11, 193], "repeatedli": 11, "recalcul": [11, 13], "reformul": [11, 112, 113, 127], "carri": [11, 42], "u_": [11, 104], "familiar": 11, "scipi": [11, 14, 45, 48, 88, 91, 92, 94, 95, 119, 120, 123, 124, 125, 126, 167, 168, 191], "3rd": 12, "harmon": [12, 25, 111], "oscil": [12, 14, 25, 111, 126], "henon": [12, 25], "heil": [12, 25, 117], "hamiltonian_output": [12, 25, 32], "monitor": [12, 13, 196], "deviat": [12, 173, 174, 175, 178, 193, 194], "exact": [12, 16, 19, 26, 27, 28, 34, 35, 48, 72, 73, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 140, 141, 167, 168, 170, 171, 173, 175, 177, 180, 181, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "hamiltonian": [12, 21, 25, 32, 104, 111, 117, 121], "100": [12, 16, 19, 25, 29, 30, 32, 35, 91, 92, 98, 99, 102, 106, 108, 109, 110, 118, 119, 123, 126, 171, 173, 174, 175, 178, 192, 193, 194], "processor": [12, 18, 21, 32, 182, 185, 186, 187, 196, 197], "full": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 39, 48, 105, 108, 109, 120, 124, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "simple_problem": [12, 25], "defaultdict": [12, 21, 25, 32], "plot_help": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52], "plt_helper": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "stats_help": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 52, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "get_sort": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 52, 57, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "filter_stat": [12, 21, 25, 32, 52, 57, 172, 193], "controller_class": [12, 16, 19, 21, 25, 26, 28, 29, 30, 32, 34, 35, 60, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "harmonicoscil": [12, 25, 87], "harmonic_oscil": [12, 25, 87, 111], "henonheil": [12, 25, 87], "henon_heil": [12, 25, 87, 117], "sweeper_class": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 60, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "transfer_class": [12, 21, 25, 26, 27, 32, 34, 60, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 194, 195, 196, 197, 198], "transferparticles_nocoars": [12, 21, 25, 32, 155, 178, 194], "particles_to_particl": [12, 21, 25, 32, 155, 164, 178, 194], "setup_harmon": [12, 25], "everyth": [12, 21, 25, 32, 39, 169, 176, 192, 194], "dict": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 41, 42, 44, 50, 56, 57, 59, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 90, 99, 104, 119, 122, 139, 166, 169, 170, 171, 173, 174, 175, 176, 177, 178, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "controller_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 62, 63, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "level_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "restol": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "1e": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 90, 91, 92, 98, 99, 100, 102, 106, 107, 109, 110, 114, 115, 118, 119, 120, 124, 126, 139, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "sweeper_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 65, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "num_nod": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 65, 144, 145, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "initial_guess": [12, 16, 19, 21, 25, 26, 27, 32, 34, 144, 145, 171, 173, 186, 187, 190, 192, 193, 197, 198], "zero": [12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 48, 73, 99, 101, 124, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "problem_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 166, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "amp": [12, 25, 111], "step_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "maxit": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 76, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "50": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 127, 172, 178, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "hook_class": [12, 21, 25, 28, 32, 35, 171, 173, 174, 178, 190, 192, 193, 194, 198], "logger_level": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 65, 171, 172, 173, 174, 177, 178, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "fill": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 51, 122, 143, 144, 149, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "easi": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 169, 170, 171, 172, 173, 174, 176, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "hierarchi": [12, 21, 25, 28, 32, 35, 62, 63, 149, 170, 171, 172, 173, 174, 176, 178, 179, 185, 192, 193, 197], "space_transfer_class": [12, 16, 19, 21, 25, 26, 27, 32, 34, 38, 50, 156, 176, 177, 178, 179, 180, 181, 182, 185, 186, 187, 189, 190, 194, 195, 196, 197, 198], "setup_henonheil": [12, 25], "run_simul": [12, 21, 25, 32, 172, 174, 186, 190, 193, 197, 198], "prob": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 107, 109, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "arg": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 48, 70, 90, 165, 166, 167, 168, 170, 182, 184, 185, 186, 191, 192, 196, 197], "str": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 41, 42, 45, 47, 51, 53, 54, 55, 57, 59, 65, 66, 69, 72, 73, 74, 75, 90, 94, 95, 96, 97, 108, 112, 113, 115, 124, 127, 139, 143, 149, 152, 175, 184, 185, 187, 194, 196, 197], "t0": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 62, 63, 108, 112, 113, 167, 168, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "tend": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 42, 62, 63, 67, 73, 78, 79, 167, 168, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "num_proc": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 62, 63, 171, 172, 173, 174, 177, 178, 179, 180, 181, 182, 184, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "maxmeanit": [12, 25, 32], "elif": [12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 185, 190, 197, 198], "instanti": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 42, 48, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 165, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "finest": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 50, 62, 63, 66, 72, 73, 78, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "uinit": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "u_exact": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 140, 141, 166, 167, 168, 170, 171, 172, 173, 177, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "uend": [12, 16, 19, 21, 25, 28, 29, 30, 32, 34, 35, 46, 146, 147, 148, 149, 150, 152, 153, 154, 167, 168, 170, 171, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 190, 191, 192, 193, 194, 195, 196, 197, 198], "stat": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 44, 57, 59, 62, 63, 171, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 190, 192, 193, 194, 195, 196, 197, 198], "u0": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 50, 62, 63, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 111, 112, 113, 114, 118, 119, 120, 122, 123, 124, 125, 126, 127, 131, 137, 139, 140, 141, 167, 168, 171, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "filter": [12, 16, 19, 21, 25, 27, 28, 29, 30, 32, 34, 35, 57, 172, 173, 174, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 195, 196, 197, 198], "iter_count": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 172, 180, 181, 182, 184, 185, 186, 187, 188, 190, 193, 195, 196, 197, 198], "niter": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 48, 170, 172, 177, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "sortbi": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 57, 172, 173, 174, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "item": [12, 16, 19, 21, 25, 27, 28, 32, 34, 35, 57, 172, 173, 174, 178, 180, 181, 182, 184, 185, 186, 187, 188, 190, 193, 194, 195, 196, 197, 198], "2f": [12, 16, 19, 21, 25, 28, 32, 35, 170, 172, 175, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198], "2i": [12, 16, 19, 21, 25, 28, 32, 35, 166, 168, 170, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 189, 191, 192, 193, 194, 195, 196, 197, 198], "mean": [12, 13, 14, 15, 16, 18, 19, 21, 25, 28, 32, 35, 72, 73, 79, 99, 101, 114, 124, 149, 180, 181, 185, 186, 187, 190, 195, 197, 198], "rang": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 99, 107, 124, 165, 166, 168, 175, 176, 179, 180, 181, 185, 186, 187, 190, 191, 194, 195, 197, 198], "ptp": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "max": [12, 16, 19, 21, 25, 28, 32, 35, 68, 90, 115, 166, 168, 180, 181, 185, 186, 187, 188, 191, 195, 197, 198], "min": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 176, 180, 181, 185, 186, 187, 188, 191, 194, 195, 197, 198], "int": [12, 16, 19, 21, 25, 28, 32, 35, 39, 42, 44, 45, 46, 47, 54, 58, 62, 66, 67, 73, 78, 82, 84, 85, 86, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 109, 110, 112, 113, 114, 115, 118, 119, 122, 124, 126, 127, 139, 140, 146, 149, 150, 175, 180, 181, 185, 186, 187, 194, 195, 197], "argmax": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "argmin": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "std": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "var": [12, 16, 19, 21, 25, 28, 32, 35, 180, 181, 185, 186, 187, 195, 197], "float": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 39, 41, 42, 46, 47, 48, 50, 53, 54, 66, 67, 70, 73, 78, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 143, 180, 181, 182, 185, 186, 187, 195, 196, 197], "assert": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "fname": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 59, 166, 168, 171, 173, 182, 183, 184, 187, 188, 191, 192, 193, 196, 197, 198], "dat": [12, 16, 19, 21, 25, 32], "wb": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "close": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 66, 78, 139, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "isfil": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 188, 189, 191, 198], "show_result": [12, 16, 19, 21, 25, 32], "cwd": [12, 16, 19, 21, 25, 28, 32, 35, 184, 196], "rb": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "extract": [12, 21, 25, 32, 57], "extract_stat": [12, 21, 25, 32], "err_hamiltonian": [12, 21, 25, 32], "append": [12, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 58, 166, 168, 191], "mpl": [12, 16, 19, 21, 25, 28, 32, 35], "setup_mpl": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53], "newfig": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53], "textwidth": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 53], "238": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "96": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "89": [12, 21, 25, 28, 29, 30, 32, 35], "rearrang": [12, 21, 25, 32], "err_ham": [12, 21, 25, 32], "ham": [12, 21, 25, 32, 104, 111, 117, 121], "plt": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "semilogi": [12, 21, 25, 32], "lw": [12, 21, 25, 28, 29, 30, 32, 35], "label": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "7e": [12, 25], "08": [12, 16, 19, 25, 26, 27, 29, 30, 34, 35, 92, 102, 105, 124, 170, 171, 172, 173, 175, 177, 185, 186, 187, 190, 192, 193, 194, 197, 198], "larg": [12, 13, 18, 21, 25, 26, 27, 32, 33, 34, 78, 188, 189, 191, 198], "xlabel": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "ylabel": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "legend": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "loc": [12, 21, 25, 28, 29, 30, 32, 35, 166, 168, 191], "center": [12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 90, 91, 106, 115, 124, 139, 171, 173, 178, 181, 190, 192, 193, 194, 195, 198], "bbox_to_anchor": [12, 21, 25, 32], "_hamiltonian": [12, 25, 32], "savefig": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53, 166, 168, 191], "pdf": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 120, 166, 168, 191], "pgf": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "__name__": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "__main__": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "slightli": [12, 33, 119, 193, 194], "movement": 12, "planet": [12, 105, 121], "acceler": [12, 48, 65, 81, 85, 104, 105, 111, 117, 121, 122], "due": [12, 17, 18, 33, 194, 196, 197], "gravit": [12, 105, 121], "outersolarsystem": [12, 32, 87], "six": [12, 121], "outer": [12, 32, 35, 121], "sun": [12, 101, 105, 121], "mass": [12, 48, 105, 108, 111, 112, 121, 122, 127, 152, 185, 197], "inner": [12, 39, 165, 166, 191], "jupit": [12, 121], "saturn": [12, 121], "uranu": [12, 121], "neptun": [12, 121], "pluto": [12, 121], "fullsolarsystem": [12, 32, 87], "earth": [12, 105], "moon": [12, 105], "15": [12, 14, 26, 27, 34, 42, 65, 166, 173, 174, 176, 179, 181, 186, 189, 191, 193, 194, 195, 197, 198], "per": [12, 16, 19, 29, 30, 35, 54, 85, 139], "solar_system": [12, 32], "mpl_toolkit": [12, 32], "mplot3d": [12, 32], "axes3d": [12, 32], "full_solar_system": [12, 32, 87, 105], "outer_solar_system": [12, 32, 87, 105, 121], "setup_outer_solar_system": [12, 32], "spread": [12, 26, 27, 32, 34, 42, 62, 63, 67, 77, 78, 80, 171, 173, 192, 193], "sun_onli": [12, 32, 105, 121], "setup_full_solar_system": [12, 32], "10000": [12, 21, 32, 90, 115, 139, 171, 192], "1000": [12, 21, 32, 101, 103, 124], "19": [12, 32, 144, 180, 186, 195, 197], "_out": [12, 32], "txt": [12, 21, 26, 27, 28, 32, 34, 35, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "w": [12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 38, 47, 100, 108, 113, 124, 127, 156, 165, 166, 167, 168, 169, 170, 172, 174, 175, 176, 178, 179, 180, 181, 182, 184, 188, 189, 191, 192, 193, 194, 195, 196, 198], "4e": [12, 16, 19, 26, 27, 28, 32, 34, 35, 167, 172, 186, 187, 190, 191, 193, 197, 198], "fig": [12, 32, 33], "figur": [12, 14, 17, 18, 28, 29, 30, 32, 35, 53, 166, 168, 191, 198], "ax": [12, 28, 32, 35, 166, 168, 191], "add_subplot": [12, 32], "111": [12, 32], "3d": [12, 32], "npart": [12, 21, 32, 104, 122, 173, 174, 178, 193, 194], "ndim": [12, 32, 90, 110, 115, 139, 190, 198], "nstep": [12, 21, 32, 180, 181, 190, 195, 198], "po": [12, 21, 32, 85, 122, 173, 193], "idx": [12, 21, 32], "enumer": [12, 21, 32], "wrong": [12, 16, 19, 32, 62, 63, 184, 196], "dimens": [12, 32, 54, 83, 85, 90, 92, 100, 110, 114, 115, 120, 124, 127, 139, 190, 194, 198], "_posit": [12, 32], "06": [12, 16, 19, 26, 27, 32, 34, 90, 115, 124, 144, 166, 170, 171, 172, 173, 174, 180, 186, 191, 192, 193, 195, 197], "74": [12, 32], "75": [12, 26, 27, 32, 34, 180, 181, 182, 183, 184, 188, 189, 190, 195, 196, 198], "56": [12, 32, 171, 173, 192, 193], "18": [12, 26, 27, 32, 34, 186, 189, 197, 198], "02": [12, 26, 27, 32, 34, 89, 100, 144, 173, 186, 193, 197], "37": [12, 32], "40": [12, 32, 75, 172, 186, 189, 193, 197, 198], "54": [12, 32], "famou": 12, "fput": [12, 21, 104], "fermipastaulamtsing": [12, 21, 87], "limit": [12, 17, 35, 66, 67, 70, 78, 79, 166, 168, 187, 191, 197], "until": [12, 17, 33, 65, 101, 170, 182, 192, 196], "refer": [12, 13, 14, 15, 16, 19, 38, 42, 48, 49, 72, 75, 78, 88, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 112, 113, 114, 120, 122, 123, 124, 127, 144, 156], "fermi_pasta_ulam_tsing": [12, 21, 87, 104], "hamiltonian_and_energy_output": [12, 21], "setup_fput": [12, 21], "12": [12, 21, 27, 28, 34, 35, 90, 91, 92, 98, 106, 110, 115, 118, 124, 139, 144, 166, 168, 170, 171, 172, 173, 174, 177, 178, 180, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "2048": [12, 21, 104], "alpha": [12, 21, 47, 99, 104, 122, 131, 137, 143], "energy_mod": [12, 21, 104], "reproduc": [12, 14, 21, 36], "scholarpedia": [12, 21, 104], "articl": [12, 21, 104, 105], "ulam_nonlinear_lattice_oscil": [12, 21, 104], "fput_out": [12, 21], "runtim": [12, 17, 21, 33, 70, 194], "timing_run": [12, 16, 19, 21, 172, 185, 186, 187, 190, 193, 197, 198], "took": [12, 21, 170, 190, 192, 198], "4f": [12, 16, 19, 21, 185, 186, 187, 190, 197, 198], "46": [12, 21], "6e": [12, 21, 165, 167, 169, 171, 177, 178, 191, 192, 194], "fput_hamiltonian": [12, 21], "energy_step": [12, 21], "mode": [12, 21, 72, 104], "th": [12, 21, 90, 99, 104, 105, 115, 121, 122], "fput_energi": [12, 21], "16": [12, 21, 26, 27, 34, 90, 114, 115, 139, 166, 168, 173, 174, 180, 181, 186, 189, 190, 191, 193, 195, 197, 198], "fput_posit": [12, 21], "83": [12, 21], "475": [12, 21], "42": [12, 21], "47": [12, 21], "7919": [12, 21], "deal": [13, 167, 168, 184, 191, 192, 193, 194, 196], "dc": 13, "microgrid": 13, "techniqu": 13, "dynam": [13, 33, 99, 100, 102, 178, 194], "discontinu": [13, 99], "prove": [13, 18], "sign": [13, 99, 102, 127], "restart": [13, 18, 42, 44, 62, 63, 66, 67, 77, 78, 100, 172, 193], "occur": [13, 18, 102], "subinterv": [13, 99], "inher": 13, "restrict": [13, 38, 46, 49, 50, 58, 156, 157, 158, 159, 160, 161, 162, 163, 164, 185, 194, 197], "regard": 13, "consumpt": 13, "household": 13, "voltag": [13, 99, 101, 123], "smaller": [13, 14], "target": [13, 18, 42, 50, 62, 82, 84, 85, 86], "duti": [13, 101], "cycl": [13, 101], "typic": [13, 18, 102, 195], "behav": 13, "seen": [13, 15, 101, 106, 107, 194], "capacitor": [13, 99, 101, 123], "coil": 13, "settl": 13, "background": 13, "serv": [13, 99, 123], "transmiss": [13, 123], "transport": 13, "domain": [13, 18, 33, 88, 91, 94, 95, 96, 97, 100, 101, 106, 107, 124, 191], "illustr": [13, 99], "circuit": [13, 99], "guettel": 14, "klein": 14, "equidist": [14, 35, 39, 58], "barycentricinterpol": 14, "mybarycentricinterpol": 14, "blend": 14, "rest": [14, 91, 92, 192], "resolut": [14, 90, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 124, 127, 139, 194], "van": [14, 15, 126], "der": [14, 15, 126], "pol": [14, 15, 126], "vanderpol_refer": 14, "vari": [14, 65, 193, 196], "maximum": [14, 41, 66, 67, 68, 70, 91, 92, 98, 99, 100, 106, 107, 109, 114, 118, 119, 124, 126, 139, 140, 144, 145, 170, 192], "vanderpol_error_test": 14, "straightforward": [14, 192, 193, 198], "vanderpol_mlsdc_pfasst_test": 14, "20": [14, 28, 29, 30, 35, 166, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 185, 187, 191, 192, 193, 194, 195, 197], "bitflip": 15, "factor": [15, 18, 66, 71, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "radiat": 15, "conveni": [15, 46, 191], "latest": [15, 96, 97, 110], "strategi": [15, 35, 194, 198], "adjust": [15, 77, 79, 166, 168, 191], "product": [15, 35, 112, 158, 162, 191], "hot": [15, 66, 75], "rod": [15, 66, 75], "design": 15, "pure": 15, "detector": [15, 75], "soft": [15, 18, 75], "fault": [15, 18, 75], "tri": 15, "recov": 15, "lorenz": [15, 48, 87], "attractor": [15, 119], "thorough": [15, 191], "duplic": 15, "pilin": [15, 87], "electr": [15, 85, 122], "good": [15, 18, 195, 197], "sweep": [15, 18, 34, 36, 44, 46, 51, 62, 63, 66, 69, 72, 73, 75, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 170, 171, 173, 176, 192, 193, 194, 198], "last": [15, 42, 66, 72, 73, 74, 78, 80, 144, 145, 149, 151, 194, 195], "higher": [15, 47, 48, 73, 108, 112, 113, 127, 144, 165, 169, 177, 191, 192, 194], "embed": [15, 66, 68, 71, 72, 74, 76, 144], "extrapol": [15, 66, 74], "li": 15, "top": [15, 18, 119], "fewer": [15, 66, 194], "block": [15, 18, 26, 27, 34, 42, 44, 59, 62, 63, 66, 67, 72, 78, 82, 84, 85, 86, 185, 196, 197, 198], "seidel": [15, 18, 66, 72], "nake": 15, "ey": [15, 100, 167, 168, 191], "semi": [16, 19, 33, 72, 91, 92, 94, 95, 96, 97, 107, 109, 110, 113, 120, 124], "inexact": [16, 18, 19, 28, 35, 64, 65], "isdc": 16, "comparison": 16, "win": 16, "sdc_showdown": [16, 19], "sdc_timing_fish": [16, 19], "pickl": [16, 19, 28, 29, 30, 35], "generalizedfisher_1d_petsc": [16, 19, 87], "petsc_fisher_multiimplicit": [16, 19, 87, 107], "petsc_fisher_fullyimplicit": [16, 19, 87, 107], "petsc_fisher_semiimplicit": [16, 19, 87, 107], "generic_implicit": [16, 19, 26, 27, 28, 29, 34, 35, 142, 149, 169, 176, 177, 181, 182, 189, 190, 192, 194, 195, 196, 198], "imex_1st_ord": [16, 19, 142, 151, 152, 170, 171, 172, 179, 180, 185, 186, 187, 190, 192, 193, 195, 197, 198], "multi_implicit": [16, 19, 142], "setup_paramet": [16, 19], "relev": [16, 19, 42, 192, 193], "nsweep": [16, 19, 26, 27, 34, 146, 150, 171, 173, 186, 187, 190, 192, 193, 197, 198], "q1": [16, 19, 153], "lu": [16, 19, 26, 27, 28, 29, 34, 35, 169, 176, 177, 180, 181, 182, 186, 187, 189, 190, 192, 194, 195, 196, 197, 198], "q2": [16, 19, 153], "qi": [16, 19, 26, 27, 28, 29, 30, 34, 35, 144, 145, 148, 150, 169, 171, 173, 176, 177, 180, 181, 182, 186, 187, 189, 190, 192, 193, 194, 195, 196, 197, 198], "nu": [16, 19, 26, 27, 28, 29, 30, 34, 35, 89, 92, 94, 95, 106, 107, 112, 113, 114, 115, 127, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 185, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "nvar": [16, 19, 26, 27, 28, 29, 30, 34, 35, 88, 89, 90, 91, 92, 94, 95, 96, 97, 100, 106, 107, 109, 110, 115, 120, 124, 139, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "2049": [16, 19], "lambda0": [16, 19, 28, 29, 30, 35, 106, 107], "interv": [16, 19, 28, 29, 30, 35, 39, 45, 46, 73, 91, 106, 107, 122, 146, 147, 148, 149, 150, 151, 152, 153, 154, 167, 168, 170, 172, 191, 192, 193], "nlsol_tol": [16, 19, 107, 109], "nlsol_maxit": [16, 19, 107, 109], "lsol_tol": [16, 19, 107, 109], "lsol_maxit": [16, 19, 107, 109], "space_transfer_param": [16, 19, 26, 27, 34, 38, 49, 50, 156, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 194, 195, 196, 197, 198], "finter": [16, 19, 178, 185, 194, 197], "mesh_to_mesh_petsc_dmda": [16, 19, 155, 163, 187, 197], "run_sdc_vari": [16, 19], "bool": [16, 19, 39, 41, 42, 44, 46, 54, 57, 58, 65, 66, 67, 68, 69, 70, 73, 74, 75, 78, 91, 96, 97, 99, 102, 105, 106, 110, 118, 120, 121, 124, 126, 140, 149, 151, 182, 185, 186, 196, 197], "nor": [16, 19], "incomplet": [16, 19], "stuff": [16, 19, 42, 73], "uex": [16, 19, 26, 27, 28, 34, 35, 170, 171, 173, 177, 180, 181, 182, 184, 185, 186, 187, 188, 189, 192, 193, 194, 195, 196, 197, 198], "err": [16, 19, 28, 35, 165, 166, 167, 168, 169, 170, 171, 173, 180, 181, 182, 184, 185, 186, 187, 188, 191, 192, 193, 195, 196, 197, 198], "ab": [16, 19, 26, 28, 34, 35, 165, 166, 168, 170, 171, 173, 174, 175, 177, 178, 180, 181, 182, 184, 185, 186, 187, 188, 189, 191, 192, 193, 194, 195, 196, 197, 198], "count": [16, 17, 19, 26, 27, 29, 30, 34, 35, 41, 42, 48, 91, 99, 102, 119, 122, 126, 140, 172, 181, 182, 184, 189, 192, 193, 194, 195, 196, 198], "snes_itercount": [16, 19, 109], "ksp_itercount": [16, 19, 114], "snes_ncal": [16, 19, 109], "ksp_ncall": [16, 19, 114], "sec": [16, 19, 185, 186, 187, 197], "pde": [16, 18, 19, 110, 187, 197], "2e": [16, 19, 165, 169, 171, 187, 191, 192, 197], "05": [16, 19, 27, 28, 34, 35, 100, 127, 170, 171, 172, 173, 174, 175, 182, 186, 188, 192, 193, 194, 196, 197, 198], "match": [16, 19, 75, 187, 197], "toler": [16, 19, 33, 48, 65, 66, 68, 69, 75, 76, 90, 91, 92, 98, 99, 100, 106, 107, 109, 114, 115, 118, 119, 124, 126, 139, 140, 185, 187, 193, 194, 197, 198], "pkl": [16, 19, 28, 29, 30, 35], "xcoord": [16, 19], "sorted_data": [16, 19], "revers": [16, 19, 168, 191], "tup": [16, 19, 184, 196], "height": [16, 19, 53], "bar": [16, 19], "xtick": [16, 19, 28, 35, 166, 168, 191], "rotat": [16, 19], "save": [16, 19, 28, 29, 30, 35, 46, 166, 168, 191], "beautifi": [16, 19, 28, 35, 166, 168, 191], "driver": [16, 19, 62, 63], "timings_sdc_variants_fish": [16, 19], "sdc_timing_grayscott": [16, 19], "grayscott_2d_petsc_period": [16, 19, 87], "petsc_grayscott_multiimplicit": [16, 19, 87, 109], "petsc_grayscott_fullyimplicit": [16, 19, 87, 109], "petsc_grayscott_semiimplicit": [16, 19, 87, 109], "dv": [16, 19, 108, 109, 110, 122], "01": [16, 19, 26, 28, 29, 30, 34, 35, 100, 101, 108, 110, 127, 144, 173, 174, 186, 193, 197], "09": [16, 19, 29, 30, 35, 108, 110, 119, 120, 126, 170, 171, 172, 173, 177, 181, 190, 192, 193, 194, 195, 198], "086": [16, 19, 108, 110], "128": [16, 19, 26, 27, 34, 91, 92, 94, 95, 96, 97, 112, 113, 124, 127, 181, 185, 186, 195, 197], "gs_refer": [16, 19], "viewer": [16, 19], "createbinari": [16, 19], "3e": [16, 19, 26, 34, 174, 193], "run_refer": [16, 19], "view": [16, 19, 72], "timings_sdc_variants_grayscott": [16, 19], "heat": [17, 29, 30, 34, 35, 112, 113, 114, 115, 124, 139, 144, 180, 185, 190, 193, 194, 195, 197, 198], "advect": [17, 18, 26, 27, 29, 30, 34, 35, 88, 89, 90, 100, 139, 181, 190, 198], "stiff": [17, 26, 27, 33, 34, 35, 48, 126, 127, 195], "conv_test_to0": 17, "conv_test_toinf": 17, "smoother": [17, 198], "eigenvalu": 17, "smoother_specrad_heatmap": 17, "heatmap": 17, "pfasst_conv_test": 17, "pfasst_conv_linf": 17, "diffus": [17, 26, 27, 34, 89, 94, 95, 96, 97, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120, 127, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "teh": [17, 156], "aim": 18, "whatev": [18, 42, 48, 65, 66, 67, 69, 73, 75, 77, 191, 192], "clemson": 18, "univers": [18, 104], "argonn": 18, "laboratori": 18, "forschungszentrum": 18, "juelich": 18, "umbrella": 18, "jlesc": 18, "web": [18, 107, 109, 114], "ampl": 18, "opportun": 18, "sebastian": 18, "goetschel": 18, "martin": 18, "weiser": 18, "hardwar": 18, "trend": 18, "memori": [18, 73], "bound": 18, "resourc": [18, 107, 109, 114], "perhap": 18, "wise": 18, "spent": 18, "access": [18, 49, 63, 158, 159, 160, 161, 162, 166, 168, 170, 191, 192, 193, 195], "interconnect": 18, "slower": 18, "pint": 18, "concurr": 18, "effici": [18, 66, 77], "ideal": 18, "candid": 18, "benefit": 18, "sum": [18, 35], "evalu": [18, 39, 47, 48, 51, 73, 88, 89, 91, 92, 94, 95, 96, 97, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 115, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 143, 146, 147, 148, 149, 150, 152, 153, 154, 194], "intermedi": [18, 73, 102], "substanti": 18, "random": [18, 94, 95], "decomposit": [18, 35], "allot": 18, "expens": [18, 194], "lossi": 18, "greater": [18, 99], "lossless": 18, "abl": 18, "afford": 18, "desir": [18, 66, 67, 72, 78], "earli": 18, "trigger": 18, "costli": [18, 194], "notic": [18, 66], "endless": 18, "progress": 18, "accordingli": [18, 77], "measur": [18, 193], "reduct": [18, 28, 35], "footprint": 18, "manag": [18, 46, 143], "underwood": 18, "sz3": 18, "compressor": 18, "docker": 18, "togeth": [18, 185, 192, 197], "immedi": [18, 72, 198], "decompress": 18, "everi": [18, 42, 65, 73, 74, 76, 77, 78], "captur": 18, "downsid": 18, "verifi": [18, 36], "stall": 18, "dash": 18, "repeat": 18, "showcas": 18, "suffer": 18, "establish": 18, "remain": [18, 191], "manner": 18, "benefici": 18, "fermi": [21, 104], "pasta": [21, 104], "ulam": [21, 104], "tsingou": [21, 104], "plotgmrescounter_boussinesq": [23, 33], "compare_to_matrixbas": [26, 34], "pathlib": [26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "advectionequation_nd_fd": [26, 27, 29, 30, 34, 35, 87, 181, 190, 195, 198], "advectionnd": [26, 27, 29, 30, 34, 35, 87, 90, 181, 190, 195, 198], "heatequation_nd_fd": [26, 27, 29, 30, 34, 35, 87, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 189, 190, 191, 192, 193, 194, 195, 196, 198], "heatnd_unforc": [26, 27, 29, 30, 34, 35, 87, 115, 165, 166, 167, 168, 169, 175, 176, 177, 182, 189, 191, 192, 194, 196, 198], "testequation_0d": [26, 27, 34, 87], "testequation0d": [26, 27, 34, 87, 125, 141], "transfermesh": [26, 27, 34, 155, 175, 176, 177, 179, 180, 181, 182, 189, 190, 194, 195, 196, 198], "mesh_to_mesh": [26, 27, 34, 155, 158, 162, 175, 176, 177, 179, 180, 181, 182, 189, 190, 194, 195, 196, 198], "transfermesh_nocoars": [26, 27, 34, 155, 190, 198], "mesh_to_mesh_nocoars": [26, 27, 34], "controller_matrix_nonmpi": [26, 27, 34], "diffusion_setup": [26, 27, 34], "par": [26, 27, 34, 37, 42], "trick": [26, 34, 35, 91, 122, 180, 186, 187, 190, 195, 197, 198], "activ": [26, 34, 62, 63, 65, 67, 73, 78, 171, 173, 180, 182, 186, 187, 190, 192, 193, 195, 196, 197, 198], "coeffici": [26, 27, 34, 47, 73, 89, 99, 101, 112, 113, 114, 115, 118, 123, 127, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "freq": [26, 27, 29, 30, 34, 35, 89, 90, 114, 115, 139, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "frequenc": [26, 27, 34, 90, 100, 101, 114, 115, 139, 165, 166, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 180, 181, 182, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "127": [26, 27, 34, 91, 106, 110], "63": [26, 29, 30, 34, 35, 182, 189, 196, 198], "degre": [26, 27, 29, 30, 34, 35, 54, 88, 106, 108, 109, 110, 112, 113, 127, 139, 141, 165, 167, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 191, 192, 193, 194, 195, 196, 197], "freedom": [26, 27, 29, 30, 34, 35, 54, 88, 106, 108, 109, 110, 112, 113, 127, 139, 165, 167, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 187, 191, 192, 193, 194, 195, 196, 197], "bc": [26, 27, 29, 30, 34, 35, 54, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 109, 110, 112, 113, 114, 115, 118, 119, 120, 123, 124, 125, 126, 139, 140, 141, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 181, 182, 189, 190, 191, 192, 193, 194, 195, 196, 198], "dirichlet": [26, 27, 29, 30, 34, 35, 90, 91, 100, 108, 112, 113, 114, 115, 139, 158, 162, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 189, 191, 192, 193, 194, 195, 196, 198], "boundari": [26, 27, 29, 30, 34, 35, 39, 54, 58, 89, 90, 91, 92, 94, 95, 96, 97, 100, 107, 108, 109, 112, 113, 114, 115, 120, 124, 127, 139, 158, 159, 160, 161, 162, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 179, 180, 182, 189, 190, 191, 192, 193, 194, 195, 196, 198], "rorder": [26, 27, 34, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 194, 195, 196, 197, 198], "iorder": [26, 27, 34, 175, 176, 177, 179, 180, 181, 182, 187, 189, 190, 194, 195, 196, 197, 198], "all_to_don": [26, 34, 171, 173, 182, 192, 193, 196], "advection_setup": [26, 27, 34], "64": [26, 27, 29, 30, 34, 35, 97, 181, 185, 190, 195, 197, 198], "stencil_typ": [26, 27, 29, 30, 34, 35, 54, 90, 115, 124, 139, 171, 181, 190, 192, 195, 198], "testequation_setup": [26, 34], "1j": [26, 27, 34], "whole": [26, 27, 34, 186, 192, 193, 197], "ilim_left": [26, 27, 34], "ilim_right": [26, 27, 34], "rlim_left": [26, 27, 34], "rlim_right": [26, 27, 34], "ilam": [26, 27, 34], "logspac": [26, 27, 34], "rlam": [26, 27, 34], "rl": [26, 27, 34, 101, 123], "il": [26, 27, 34], "propag": [26, 27, 33, 124], "compare_control": [26, 27, 34], "handler": [26, 27, 34], "testequ": [26, 27, 34], "valueerror": [26, 27, 34], "vali": [26, 27, 34], "nwork": [26, 27, 34], "controller_mat": [26, 34], "controller_nomat": [26, 34], "uend_mat": [26, 27, 34], "stats_mat": [26, 27, 34], "uend_nomat": [26, 34], "stats_nomat": [26, 34], "err_mat": [26, 34], "err_nomat": [26, 34], "mat": [26, 27, 34, 107, 109], "nomat": [26, 34], "convert": [26, 34, 101, 172, 174, 178, 189, 193, 194, 198], "iter_counts_mat": [26, 27, 34], "iter_counts_nomat": [26, 34], "par_list": [26, 27, 34], "1e02": [26, 27, 34], "mkdir": [26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "parent": [26, 27, 34, 44, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "exist_ok": [26, 27, 34, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198], "comparison_matrix_vs_nomat_detail": [26, 34], "0e": [26, 27, 34, 185, 197], "0681e": [26, 34], "07": [26, 34, 170, 171, 172, 173, 178, 182, 183, 184, 186, 189, 190, 192, 193, 194, 196, 197, 198], "6613e": [26, 34, 190, 198], "0169e": [26, 34], "04": [26, 34, 91, 92, 94, 95, 96, 97, 165, 167, 169, 170, 171, 172, 173, 180, 181, 186, 187, 191, 192, 193, 195, 197], "4409e": [26, 34, 190, 198], "00": [26, 27, 28, 34, 35, 173, 178, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 198], "8573e": [26, 34], "5792e": [26, 34], "9363e": [26, 34], "6653e": [26, 34], "2887e": [26, 34], "4848e": [26, 34], "0000e": [26, 27, 34, 190, 198], "7132e": [26, 34], "17": [26, 34, 35, 181, 186, 195, 197], "7992e": [26, 34], "3372e": [26, 34], "compare_to_propag": [27, 34], "scalar_equation_setup": [27, 34], "equal": [27, 34, 73, 99, 107, 109, 114], "prescrib": [27, 33, 34, 192], "prop": [27, 34], "build_propagation_matrix": [27, 34], "err_prop_ex": [27, 34], "linalg": [27, 34, 167, 168, 173, 191, 193], "norm": [27, 33, 34, 70, 167, 168, 173, 191, 193], "err_mat_ex": [27, 34], "err_mat_prop": [27, 34], "comparison_matrix_vs_propagator_detail": [27, 34], "2542e": [27, 34], "0442e": [27, 34], "6141e": [27, 34], "03": [27, 28, 34, 35, 124, 170, 171, 172, 173, 178, 186, 192, 193, 194, 197], "7400e": [27, 34], "6858e": [27, 34], "5432e": [27, 34], "3515e": [27, 34], "0578e": [27, 34], "6312e": [27, 34], "1550e": [27, 34], "22": [27, 34, 139], "4617e": [27, 34], "0384e": [27, 34], "4674e": [27, 34], "parallelsdc": [28, 29, 30, 35], "nonlinear_playground": [28, 35], "generalizedfisher_1d_fd_implicit_jac": [28, 35], "generalized_fisher_jac": [28, 35], "linearized_implicit_fixed_parallel": [28, 35], "linearized_implicit_fixed_parallel_prec": [28, 35], "linearized_implicit_parallel": [28, 35], "option": [28, 35, 45, 66, 72, 88, 89, 90, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 123, 124, 125, 126, 127, 139, 140, 198], "255": [28, 35, 177, 180, 194, 195], "newton_maxit": [28, 29, 30, 35, 91, 92, 98, 99, 102, 106, 110, 118, 119, 124, 126, 140, 190, 198], "newton_tol": [28, 29, 30, 35, 76, 91, 92, 98, 99, 102, 106, 110, 118, 119, 124, 126, 140, 190, 198], "fixed_time_in_jacobian": [28, 35], "sweeper_list": [28, 35], "parallelsdc_nonlinear_out": [28, 35], "686e": [28, 35], "xvalu": [28, 29, 30, 35, 89, 91, 92, 94, 95, 104, 139, 165, 166, 191], "later": [28, 29, 30, 35, 166, 191, 192, 193], "parallelsdc_results_graph": [28, 35], "plot_graph": [28, 35], "338": [28, 35], "xlim": [28, 35, 166, 168, 191], "ylim": [28, 29, 30, 35, 166, 168, 191], "markeredgecolor": [28, 29, 30, 35], "ncol": [28, 29, 30, 35, 166, 168, 191], "parallelsdc_fish": [28, 35], "newton_vs_sdc": [28, 35], "errreductionhook": [28, 35], "err_reduction_hook": [28, 35], "2047": [28, 35], "dt_list": [28, 35, 168, 191], "error_reduct": [28, 35], "error_pr": [28, 35], "error_pre_iter": [28, 35], "error_post": [28, 35], "error_post_iter": [28, 35], "rate": [28, 33, 35, 108, 109, 110], "error_reduction_data": [28, 35], "color_list": [28, 29, 30, 35], "red": [28, 35], "blue": [28, 35], "green": [28, 35], "marker_list": [28, 29, 30, 35], "label_list": [28, 35], "newton": [28, 76, 91, 92, 98, 99, 102, 105, 106, 107, 109, 110, 118, 119, 120, 121, 124, 126, 140], "zip": [28, 29, 30, 35, 189, 190, 198], "loglog": [28, 35, 166, 168, 191], "quadrat": [28, 35, 104], "set_xtick": [28, 35], "gca": [28, 35], "invert_xaxi": [28, 35], "1e0": [28, 35], "parallelsdc_fisher_newton": [28, 35], "preconditioner_playground": [29, 35], "namedtupl": [29, 30, 35, 44, 166, 168, 175, 191, 194], "generalizedfisher_1d_fd_implicit": [29, 30, 35, 87], "generalized_fish": [29, 30, 35, 87, 106], "van_der_pol_implicit": [29, 30, 35, 87], "vanderpol": [29, 30, 35, 87, 126], "id": [29, 30, 35, 88, 90, 100, 109, 114, 115, 124, 139, 166, 168, 175, 191, 194], "qd_type": [29, 30, 35, 51], "qd_list": [29, 30, 35], "ie": [29, 35, 171, 173, 181, 185, 192, 193, 195, 197], "iepar": [29, 30, 35], "qpar": [29, 30, 35], "min3": [29, 30, 35], "min_gt": [29, 30, 35], "setup_list": [29, 30, 35], "fisher": [29, 30, 35, 106, 107], "param_list": [29, 30, 35], "decid": [29, 30, 35, 73, 77, 99, 197], "mu": [29, 30, 35, 111, 126, 146], "exit": [29, 30, 35], "parallelsdc_iterations_precond": [29, 35], "plot_iter": [29, 30, 35], "qd_type_list": [29, 30, 35], "isinst": [29, 30, 35], "precondition": [29, 30, 72, 144, 145, 149, 181, 195], "five": [29, 35], "qd": [29, 30, 35], "semilogx": [29, 30, 35], "linestyl": [29, 30, 35], "lambda_0": [29, 30, 35, 106, 107], "60": [29, 30, 35, 172, 185, 186, 193, 197], "parallelsdc_preconditioner_": [29, 35], "preconditioner_playground_mpi": [30, 35], "generic_implicit_mpi": [30, 35, 142], "basetransfer_mpi": [30, 35], "base_transfer_mpi": [30, 35], "comm": [30, 35, 42, 57, 62, 67, 68, 70, 78, 82, 84, 85, 86, 96, 97, 107, 109, 110, 114, 120, 149, 184, 186, 187, 196, 197], "get_siz": [30, 35, 184, 187, 196, 197], "base_transfer_class": [30, 35, 50, 194], "get_rank": [30, 35, 184, 186, 187, 196, 197], "parallelsdc_iterations_precond_mpi": [30, 35], "parallelsdc_preconditioner_mpi_": [30, 35], "comm_world": [30, 35, 96, 107, 109, 110, 114, 120, 184, 186, 187, 196, 197], "solar": [32, 105, 121], "explor": [33, 192, 198], "sisdc": 33, "rk": [33, 144, 145], "dirk": [33, 124, 128, 131, 132, 137], "v2": 33, "therefor": [33, 105, 121, 192, 193, 195], "omit": [33, 194], "fwsw": 33, "suffici": [33, 66, 124], "reach": [33, 66, 79, 126, 170, 192, 198], "stabil": [33, 94, 95, 100, 198], "configur": [33, 55, 198], "dispers": 33, "versu": 33, "multiscal": 33, "gmre": [33, 90, 100, 120, 139, 190, 193, 198], "achiev": [33, 73, 193, 194, 196, 197], "twogrid": 34, "propagaton": 34, "composit": [34, 42, 78], "compactli": 34, "smooth": [34, 122, 173, 178, 193, 194], "coars": [34, 36, 38, 49, 50, 58, 62, 63, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 178, 185, 194, 197, 198], "allinclusive_matrix_nonmpi": 34, "concept": 34, "exploit": 34, "resembl": 34, "notat": [34, 119, 150, 196], "produc": [34, 35, 39, 47, 108, 109, 110, 188, 189, 194, 198], "anoth": [34, 92, 196, 198], "excit": 34, "goal": [35, 36], "robust": 35, "across": [35, 42, 59, 62, 63, 70, 71, 73, 149], "easiest": [35, 197], "far": [35, 66, 88, 89, 94, 95, 96, 97, 100, 103, 108, 110, 112, 113, 120, 127, 191, 194, 195, 196, 198], "triangular": [35, 144, 145, 148], "jacobi": [35, 66, 72, 107, 198], "minimz": 35, "minim": [35, 124], "map": 35, "aforement": 35, "indi": 35, "commerci": 35, "aggreg": 35, "art": 35, "academ": 35, "subscript": 35, "plan": [35, 159], "lamdt": 35, "imaginari": 35, "surprisingli": 35, "symmetri": 35, "kroneck": [35, 191], "naiv": 35, "decoupl": [35, 191], "incl": [35, 113], "nonetheless": 35, "jube": 36, "vampir": 36, "cube": 36, "cd": 36, "jsc": 36, "run_simple_forcing_benchmark": 36, "trace": 36, "manual": [36, 42], "instrument": 36, "region": 36, "primarili": 36, "xml": 36, "jube_run_pysdc_ac_spac": 36, "jube_run_pysdc_ac_spacetim": 36, "run_pysdc_ac": 36, "tmpl": 36, "stand": 36, "alon": 36, "run_pysdc_ac_scorep": 36, "howto": 36, "basetransf": [37, 197], "base_transf": [37, 38, 50, 156, 158, 159, 160, 161, 162, 194], "collbas": [37, 39, 51, 167, 168, 171, 173, 191, 192, 193], "registerparam": [37, 40, 48], "convergencecontrol": [37, 41, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80], "collocationerror": [37, 43], "communicationerror": [37, 43], "controllererror": [37, 43], "convergenceerror": [37, 43, 70], "dataerror": [37, 43], "readonlyerror": [37, 43], "transfererror": [37, 43], "unlockerror": [37, 43], "entri": [37, 44, 57, 73, 144, 146, 150, 166, 168, 191, 193, 194], "nodeserror": [37, 47], "nodesgener": [37, 47], "workcount": [37, 48, 91, 99, 102, 126], "spacetransf": [37, 164], "space_transf": [37, 49, 50, 157, 158, 159, 160, 161, 162, 163, 164], "fine_level": [38, 50, 156], "coarse_level": [38, 50, 156], "base_transfer_param": [38, 50, 156, 178, 185, 194, 197], "logger": [38, 42, 44, 48, 49, 50, 51, 100, 156, 187, 197], "log": [38, 42, 48, 49, 50, 51, 62, 63, 102, 132, 136, 156, 166, 168, 191, 192, 193, 198], "__par": [38, 46, 49, 50, 51, 156], "static": [38, 39, 68, 122], "get_transfer_matrix_q": 38, "f_node": 38, "c_node": 38, "quickli": [38, 185, 192, 197], "matric": [38, 146, 150, 167, 191], "lagrangian": 38, "nf": [38, 158, 160, 162], "nc": [38, 158, 160, 162], "prolong": [38, 49, 50, 62, 63, 156, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "prolong_f": [38, 156], "reevalu": [38, 65, 156], "fa": [38, 46, 156], "tright": [39, 167, 168, 191], "kwarg": [39, 42, 44, 48, 56, 57, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 90, 115, 120, 141], "polynomi": [39, 45, 47, 73, 74, 141], "chebyshev": 39, "cann": 39, "equival": [39, 42], "equidistantinn": 39, "equidistantnoleft": 39, "collgausslegendr": 39, "collgausslobatto": 39, "collgaussradau_left": 39, "collgaussradau_right": 39, "qmat": [39, 167, 168, 191], "smat": 39, "delta_m": 39, "distanc": [39, 91, 92, 106, 114, 124], "right_is_nod": 39, "left_is_nod": 39, "util": [40, 42, 48, 57, 67], "_parnam": 40, "_parnamesreadonli": 40, "usempi": [41, 67, 72, 78], "abstract": [41, 42, 48, 49, 51, 66], "add_convergence_control": 41, "convergence_control": [41, 42, 190, 198], "allow_doubl": 41, "afterward": [41, 65], "add_hook": 41, "dump_setup": [41, 171, 173, 187, 192, 193, 197], "get_convergence_controllers_as_t": 41, "debug": [41, 42, 196], "track": 41, "getter": [41, 44, 46, 50, 82, 84], "return_stat": [41, 44], "setup_convergence_control": 41, "checkconverg": [41, 64, 68, 171, 173, 192, 193], "care": [41, 67, 73, 90, 144, 196], "criterion": [41, 66], "welcome_messag": [41, 171, 173, 192, 193], "plug": 42, "recv": [42, 62, 63, 85], "buffer": [42, 69, 72, 82, 84, 85], "intracomm": [42, 57, 67, 70, 78], "send": [42, 46, 62, 63, 82, 84, 85, 86], "dest": [42, 82, 84, 85, 86], "rank": [42, 51, 65, 67, 70, 73, 74, 78, 82, 84, 85, 86, 108, 112, 113, 127, 149, 184, 186, 187, 196, 197], "add_vari": 42, "allow_overwrit": 42, "frozen": 42, "destin": 42, "recurs": 42, "By": [42, 74, 78, 192, 196], "overwrit": [42, 65, 107, 109], "outsid": [42, 79], "hard": 42, "forgo": 42, "reset": [42, 44, 46, 53, 62, 63, 65, 66, 67, 69, 72, 170, 192, 193], "check_iteration_statu": [42, 68, 69], "check_paramet": [42, 65, 66, 69, 73, 74, 75], "assumpt": [42, 66, 69, 73, 75], "went": [42, 66, 69, 73, 75, 181, 195], "it_check": [42, 62, 63], "post_iteration_process": [42, 65, 66, 71, 72, 73, 74, 75, 76, 77, 80], "shortcut": [42, 58, 169, 170, 172, 192, 193], "determine_restart": [42, 66, 67, 75], "get_new_step_s": [42, 66, 79], "arbitrari": [42, 66, 83, 99], "criteria": [42, 68], "control_ord": [42, 66, 67], "integ": [42, 45, 99], "print_convergence_control": 42, "info": [42, 171, 173, 192, 193], "post_spread_process": [42, 65, 77, 80], "post_step_process": 42, "pre_iteration_process": [42, 71], "prepare_mpi_datatyp": 42, "prepare_mpi_logical_oper": 42, "logic": [42, 192], "prepare_next_block": [42, 67, 70, 73, 78], "reset_buffers_nonmpi": [42, 67, 69, 72], "imit": [42, 72], "replic": 42, "somebodi": 42, "sent": [42, 198], "reset_status_vari": [42, 65, 66, 67, 71, 72, 73, 74], "restart_block": [42, 62, 63, 66, 72], "reset_vari": 42, "suppli": [42, 44, 53, 57, 65, 69, 79, 99, 149], "overrid": [42, 54, 65, 66, 68, 77, 124], "scan": 42, "being": [42, 124, 174, 193], "prioriti": 42, "noth": [42, 63, 143, 149], "children": 42, "overload": 42, "child": [42, 67, 72, 73, 78], "setup_status_vari": [42, 65, 66, 67, 69, 71, 72, 73, 77], "frozenclass": [42, 46, 50, 52, 55], "status_variab": 42, "thrown": 43, "unlock": 43, "process_sweep": 44, "num_restart": 44, "alia": [44, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 139, 140, 141, 144], "post_step": 44, "level_numb": 44, "filer_recomput": 44, "__num_restart": 44, "__stat": 44, "identifi": [44, 62], "add_to_stat": [44, 62, 63], "metadata": [44, 57], "keyword": [44, 48, 57], "accord": [44, 144, 170, 192], "increment_stat": 44, "increment": [44, 48, 170, 192], "meta_data": 44, "post_comm": 44, "post_iter": 44, "post_predict": 44, "post_run": [44, 171, 173, 192, 193], "post_setup": 44, "post_sweep": [44, 171, 173, 192, 193], "pre_comm": 44, "pre_iter": 44, "pre_predict": 44, "pre_run": 44, "pre_setup": 44, "pre_step": 44, "pre_sweep": 44, "reset_stat": 44, "getintegrationmatrix": 45, "numquad": 45, "legendre_numpi": 45, "tau_": 45, "pair": [45, 144, 166, 168, 191], "legendre_scipi": 45, "fejer": 45, "internali": 45, "dft": 45, "waldvogel": 45, "2006": 45, "quadpi": 45, "nschloe": 45, "nico_schl\u00f6m": 45, "level_index": [46, 170, 192], "__statu": [46, 50], "dof": [46, 168, 175, 176, 190, 191, 194, 198], "uold": [46, 80], "fold": 46, "alloc": 46, "meta": [46, 191, 193], "referenc": [46, 50], "reset_level": 46, "reset_statu": 46, "tag": [46, 62, 82, 84, 85, 86], "Its": [47, 118], "book": [47, 145], "gautschi": 47, "evalorthogpoli": 47, "beta": [47, 66, 104, 119, 143], "orthogon": 47, "recurr": 47, "pi": [47, 89, 90, 94, 95, 101, 112, 113, 114, 115, 123, 165, 166, 175, 191, 194], "oder": 47, "getnod": 47, "locat": 47, "getorthogpolycoeffici": 47, "num_coeff": 47, "gettridiagcoeffici": 47, "tridiagon": 47, "decrement": 48, "essenti": 48, "apply_mass_matrix": [48, 112], "generate_scipy_reference_solut": 48, "eval_rh": 48, "u_init": [48, 92, 94, 102, 111, 119, 122, 123, 124, 125, 126, 141, 173, 174, 178, 193, 194], "t_init": [48, 92, 94, 102, 119, 123, 124, 125, 126, 141], "solve_ivp": 48, "dimension": [48, 58, 88, 89, 91, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 112, 113, 114, 115, 120], "reshap": 48, "bdf": 48, "jac": 48, "signatur": 48, "classmethod": [48, 67, 72, 78, 139, 144], "get_default_sweeper_class": [48, 139], "fine_prob": [49, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "coarse_prob": [49, 157, 158, 159, 160, 161, 162, 163, 164, 175, 194], "bundl": [50, 195], "hidden": [50, 192], "setter": [50, 102], "connect_level": 50, "coupl": [50, 191, 197], "init_step": 50, "prev": 50, "reset_step": 50, "corresp": 50, "wrapper": [50, 55, 62, 197], "stepper": 50, "coll": [51, 167, 168, 176, 191, 194], "compute_end_point": [51, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 170, 192], "compute_residu": [51, 143, 149, 152, 170, 192], "belong": [51, 56, 72, 143, 149, 152, 194], "get_qdelta_explicit": 51, "get_qdelta_implicit": 51, "predict": [51, 62, 63, 77, 143, 144, 149, 170, 192, 194], "update_nod": [51, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 170, 192], "figsiz": [52, 53, 166, 168, 191], "figsize_by_journ": [52, 53], "problem_help": 52, "get_1d_grid": [52, 54], "get_finite_difference_matrix": [52, 54], "get_finite_difference_stencil": [52, 54], "get_step": [52, 54], "pysdc_help": 52, "setup_help": 52, "generate_descript": [52, 56], "get_list_of_typ": [52, 57, 172, 193], "sort_stat": [52, 57, 172, 193], "transfer_help": 52, "border_pad": [52, 58], "continue_periodic_arrai": [52, 58], "interpolation_matrix_1d": [52, 58], "next_neighbor": [52, 58], "next_neighbors_period": [52, 58], "restriction_matrix_1d": [52, 58], "visualization_tool": [52, 188, 189, 198], "show_residual_across_simul": [52, 59, 188, 189, 198], "ratio": [53, 71, 122, 124], "textwdith": 53, "width": [53, 54, 94, 95, 96, 97, 101, 107, 109], "rel": [53, 66, 67, 105, 167, 168, 178, 191, 194], "journal": [53, 110, 120, 122], "text": [53, 65, 100], "rescal": 53, "fit": [53, 144, 145], "6180339887": 53, "filenam": [53, 59, 182, 196], "save_pdf": 53, "save_pgf": 53, "save_png": 53, "font_siz": 53, "left_boundari": 54, "right_boundari": 54, "finit": [54, 73, 90, 91, 92, 106, 108, 112, 113, 114, 115, 124, 127, 139, 191, 197], "dim": [54, 138, 158, 160, 162], "bc_param": 54, "fd": [54, 90, 91, 92, 106, 114, 115, 124, 139, 165, 166, 190, 191, 198], "stencil": [54, 90, 107, 115, 124, 139, 191], "spars": [54, 88, 90, 100, 106, 115, 124, 125, 139, 167, 168, 191], "taylor": [54, 73], "expans": [54, 73], "offset": [54, 82, 84, 85], "element": [54, 108, 112, 113, 124, 127, 191, 197], "freez": 55, "__isfrozen": 55, "wish": 55, "recomput": [57, 73], "raw": 57, "anyth": [57, 66], "transform": [57, 89, 94, 95, 96, 97, 100, 110, 120, 159, 194], "pad_typ": 58, "mirror": 58, "pad": 58, "emb": 58, "npdarrai": 58, "arr": 58, "nn": [58, 139], "neighbor": 58, "fine_grid": 58, "coarse_grid": 58, "equidist_nest": 58, "contruct": 58, "nest": 58, "spr": 58, "csc_matrix": [58, 88, 100, 125], "submodul": 60, "convergence_controller_class": [60, 190, 198], "mg": [62, 63], "check_iteration_estim": [62, 64, 190, 198], "catch": [62, 63], "termin": [62, 63, 68, 91, 92, 98, 100, 106, 107, 109, 114, 118, 119, 124, 126, 140], "it_coars": [62, 63], "it_down": [62, 63], "coarsest": [62, 63, 187, 197], "it_fin": [62, 63, 171, 173, 192, 193], "it_up": [62, 63], "talk": [62, 63], "realli": [62, 141, 171, 173, 192, 193, 197], "me": [62, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 140, 141], "recv_ful": [62, 63], "bookkeep": [62, 63], "record": [62, 63, 65, 72], "mssdc": [62, 63, 72, 189, 198], "send_ful": [62, 63], "wait_with_interrupt": 62, "interrupt": [62, 198], "local_ms_run": 63, "local_ms_act": 63, "active_slot": 63, "adaptive_colloc": 64, "adaptivecolloc": [64, 65, 72], "adaptivitybas": [64, 66], "adaptivitycolloc": [64, 66], "adaptivityextrapolationwithinq": [64, 66], "adaptivityforconvergedcollocationproblem": [64, 66], "adaptivitypolynomialerror": [64, 66], "adaptivityrk": [64, 66], "adaptivityresidu": [64, 66], "basic_restart": 64, "basicrestart": [64, 67], "basicrestartingmpi": [64, 67], "basicrestartingnonmpi": [64, 67, 171, 173, 192, 193], "check_converg": 64, "checkiterationestimatornonmpi": [64, 69, 190, 198], "crash": 64, "crashbas": [64, 70], "stopatmaxruntim": [64, 70], "stopatnan": [64, 70], "estimate_contraction_factor": 64, "estimatecontractionfactor": [64, 71], "estimate_embedded_error": 64, "estimateembeddederror": [64, 72], "estimateembeddederrorcolloc": [64, 66, 72], "estimateembeddederrorlinearizedmpi": [64, 72], "estimateembeddederrorlinearizednonmpi": [64, 72], "estimate_extrapolation_error": 64, "estimateextrapolationerrorbas": [64, 73], "estimateextrapolationerrornonmpi": [64, 73], "estimateextrapolationerrorwithinq": [64, 73], "estimate_polynomial_error": 64, "estimatepolynomialerror": [64, 74], "hotrod": 64, "newtoninexact": [64, 76], "interpolate_between_restart": 64, "interpolatebetweenrestart": [64, 77], "spread_step_s": 64, "spreadstepsizesblockwis": [64, 78], "spreadstepsizesblockwisempi": [64, 78], "spreadstepsizesblockwisenonmpi": [64, 78, 171, 173, 192, 193], "step_size_limit": 64, "stepsizelimit": [64, 79], "stepsizeslopelimit": [64, 79], "store_uold": 64, "storeuold": [64, 80], "underli": [65, 72], "ensur": [65, 196, 198], "soon": [65, 77], "length": [65, 99, 194], "feel": 65, "exactli": [65, 66, 195], "speedup": [65, 194], "ware": 65, "matmul": [65, 74], "entir": [65, 74, 124], "axb": [65, 74], "switch_sweep": 65, "yield": [66, 195, 196], "contract": [66, 71], "boost": 66, "boolean": [66, 78], "avoid_restart": 66, "unclear": 66, "get_local_error_estim": 66, "safeti": [66, 198], "compute_optimal_step_s": 66, "e_tol": 66, "e_est": 66, "preset": 66, "subtract": [66, 72, 144, 145], "get_converg": 66, "trigger_restart_upon_nonconverg": 66, "basic": [66, 67, 191, 192, 194, 195, 196, 198], "correl": 66, "emploi": 66, "simpler": [66, 194], "hit": 66, "threshold": [66, 70, 124, 198], "exce": [66, 70, 75, 124], "upper": [66, 79], "fall": [66, 70], "e_tol_low": 66, "absolut": 66, "halv": [66, 185, 194, 197], "use_restol": 66, "max_restart": [66, 67], "reutrn": 66, "tell": 67, "anywai": 67, "95": [67, 171, 173, 175, 186, 192, 193, 194, 197], "lost": 67, "patienc": 67, "get_implement": [67, 72, 78], "retriev": [67, 72, 166, 168, 173, 191, 193], "cl": [67, 72, 78], "step_size_spread": 67, "communicate_converg": 68, "immit": 69, "storag": [69, 73, 99], "communicate_crash": 70, "exceed": 70, "max_runtim": 70, "nan": [70, 91, 106, 118, 126, 140], "thresh": 70, "doesn": [71, 73], "overwritten": [71, 149, 197], "reiniti": 71, "pretend": [72, 73], "accur": [72, 75, 144], "consecut": [72, 166, 168, 191, 198], "unless": [72, 147, 148, 149, 150, 152, 153], "estimate_embedded_error_seri": 72, "global": [72, 107], "haven": 72, "thought": 72, "error_embedded_estimate_colloc": 72, "adaptive_coll_param": 72, "averag": 72, "get_extrapolation_coeffici": 73, "t_eval": 73, "reflect": [73, 192], "elsewher": 73, "squar": 73, "amount": 73, "overhead": 73, "enough": [73, 143, 170, 171, 192], "prefactor": 73, "accumul": 73, "plu": [73, 175, 178, 194], "lte": 73, "use_adapt": 73, "dens": 73, "cheap": 73, "coeff": [73, 139], "store_valu": 73, "moment": 73, "get_extrapolated_error": 73, "get_extrapolated_solut": 73, "shouldn": 73, "no_storag": 73, "share": [73, 144], "That": [73, 74, 79], "cancel": 73, "matter": 73, "arriv": [73, 192], "sai": [74, 101], "2m": 74, "incorpor": 75, "lightweight": 75, "silent": 75, "corrupt": 75, "guhur": 75, "et": [75, 107, 109, 114], "al": [75, 107, 109, 114], "springer": [75, 100, 101, 108, 112, 113, 127, 145], "1007": [75, 100, 144, 145], "978": [75, 100, 145], "319": 75, "43659": 75, "3_47": 75, "throw": 75, "crucial": [75, 194], "gradual": 76, "refin": [76, 108, 112, 113, 114, 127, 185, 187, 197], "set_maxit": 76, "set_toler": 76, "lvl": 76, "tol": 76, "guess": [77, 88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141, 198], "choos": [77, 124, 144, 145, 195], "thibaut": 77, "magic": [77, 190, 198], "overrul": 78, "get_step_from_which_to_spread": 78, "new_step": 78, "predecessor": 78, "dt_min": 79, "dt_max": 79, "slope": 79, "u_old": 80, "cupy_mesh": [81, 95], "comp2_cupy_mesh": [81, 82], "imex_cupy_mesh": [81, 82, 95], "fenics_mesh": [81, 108, 112, 113, 127], "rhs_fenics_mesh": [81, 83, 112, 113, 127], "comp2_mesh": [81, 84, 91, 92, 110], "imex_mesh": [81, 84, 88, 89, 91, 92, 94, 96, 97, 99, 100, 101, 103, 110, 115, 120, 123, 124, 141, 171, 192], "petsc_vec": [81, 107, 109, 114], "petsc_vec_comp2": [81, 86, 107, 109], "petsc_vec_imex": [81, 86, 107, 109, 114], "val": [82, 83, 84, 85, 86, 139], "comp1": [82, 84], "comp2": [82, 84], "stride": [82, 84, 85], "bcast": [82, 84, 86], "broadcast": [82, 84, 86], "irecv": [82, 84, 86], "isend": [82, 84, 85, 86], "forward": [82, 84, 85, 86, 143, 144, 145, 159, 198], "impl": [82, 83, 84, 86, 150, 151], "expl": [82, 83, 84, 86, 124, 150, 151], "_comm": 84, "magnet": [85, 122, 124], "elec": 85, "magn": 85, "veloc": [85, 88, 100, 104, 105, 111, 117, 121, 122, 127, 145, 146, 154], "vel": [85, 122], "acoustic_help": 87, "boussinesq_help": 87, "acousticadvection_1d_fd_imex": 87, "acoustic_1d_imex": [87, 88], "advectiondiffusionequation_1d_fft": 87, "advectiondiffusion1d_imex": [87, 89], "advectiondiffusion1d_implicit": [87, 89], "allencahn_1d_fd": 87, "allencahn_front_finel": [87, 91], "allencahn_front_fullyimplicit": [87, 91], "allencahn_front_semiimplicit": [87, 91], "allencahn_periodic_fullyimplicit": [87, 91], "allencahn_periodic_multiimplicit": [87, 91], "allencahn_periodic_semiimplicit": [87, 91], "allencahn_2d_fd": 87, "allencahn_fullyimplicit": [87, 92], "allencahn_multiimplicit": [87, 92], "allencahn_multiimplicit_v2": [87, 92], "allencahn_semiimplicit": [87, 92], "allencahn_semiimplicit_v2": [87, 92], "allencahn_2d_fd_gpu": 87, "allencahn_2d_fft": 87, "allencahn2d_imex": [87, 94, 95], "allencahn2d_imex_stab": [87, 94, 95], "allencahn_2d_fft_gpu": 87, "allencahn_imex": [87, 96], "allencahn_imex_timeforc": [87, 96], "allencahn_temp_imex": [87, 97], "auzinger_implicit": [87, 190, 198], "auzing": [87, 98, 190, 198], "battery_implicit": [87, 99], "battery_n_capacitor": [87, 99], "boussinesq_2d_fd_imex": 87, "boussinesq_2d_imex": [87, 100], "buckconvert": 87, "buck_convert": [87, 101], "discontinuoustestod": 87, "fastwaveslowwave_0d": 87, "swfw_scalar": [87, 103], "fisher_ful": [87, 107], "fisher_react": [87, 107], "grayscott_1d_fenics_implicit": 87, "fenics_grayscott": [87, 108], "gs_full": [87, 109], "gs_reaction": [87, 109], "grayscott_mpifft": 87, "grayscott_imex_diffus": [87, 110], "grayscott_imex_linear": [87, 110], "grayscott_mi_diffus": [87, 110], "grayscott_mi_linear": [87, 110], "heatequation_1d_fenics_matrix_forc": [87, 185, 197], "fenics_heat": [87, 112, 185, 197], "fenics_heat_mass": [87, 112, 185, 197], "heatequation_1d_fenics_weak_forc": [87, 185, 197], "fenics_heat_weak_fullyimplicit": [87, 113], "fenics_heat_weak_imex": [87, 113, 185, 197], "heatequation_2d_petsc_forc": [87, 187, 197], "heat2d_petsc_forc": [87, 114, 187, 197], "heatnd_forc": [87, 115, 170, 171, 172, 179, 180, 190, 192, 193, 195, 198], "heatequation_nd_fd_cupi": 87, "logisticequ": 87, "logistics_equ": [87, 118], "lorenzattractor": [87, 119], "nonlinearschroedinger_mpifft": [87, 186, 197], "nonlinearschroedinger_fully_implicit": [87, 120], "nonlinearschroedinger_imex": [87, 120, 186, 197], "penningtrap_3d": [87, 173, 174, 178, 193, 194], "penningtrap": [87, 122, 173, 174, 178, 193, 194], "quenchimex": [87, 124], "vorticityvelocity_2d_fenics_period": 87, "fenics_vortex_2d": [87, 127], "generic_nd_fd": 87, "genericndimfindiff": [87, 90, 115, 139], "nonlinear_ode_1": 87, "polynomial_test_problem": 87, "polynomial_testequ": [87, 141], "polynomial_testequation_imex": [87, 141], "cadv": 88, "order_adv": 88, "waveno": 88, "acoust": [88, 100], "partial": [88, 89, 90, 91, 92, 94, 95, 96, 97, 100, 106, 107, 108, 109, 110, 114, 115, 120, 127, 139], "c_": [88, 100, 134], "equiv": 88, "p_0": 88, "sound": 88, "ruprecht": [88, 103, 122, 150], "siam": [88, 103], "sci": [88, 103, 108, 109, 110, 124], "vol": [88, 103, 122], "38": [88, 103, 106, 107, 108, 109, 110, 182, 183, 184, 188, 189, 196, 198], "solve_system": [88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "cdot": [88, 91, 92, 99, 100, 101, 102, 103, 107, 108, 109, 112, 113, 114, 120, 122, 123, 124, 125, 127, 139], "abbrev": [88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "stepsiz": [88, 89, 91, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 109, 110, 112, 113, 114, 118, 119, 120, 123, 124, 125, 126, 127, 139, 140, 141], "256": [89, 108, 109], "unforc": [89, 90, 115, 194], "treat": [89, 91, 92, 94, 95, 96, 97, 107, 109, 110, 112, 113, 124, 197], "wherea": [89, 108, 109, 110], "sin": [89, 90, 94, 95, 98, 112, 113, 114, 115, 165, 166, 175, 191, 194], "omega": [89, 108, 109, 110, 112, 113, 127], "exp": [89, 102, 103, 106, 107], "fourier": [89, 94, 95, 96, 97, 110, 120], "ddx": 89, "gradient": [89, 92], "lap": [89, 94, 95], "laplacian": [89, 91, 92, 94, 95, 120, 165, 166, 191], "512": [90, 115, 139], "lintol": [90, 115, 120, 124, 139, 171, 192], "linit": [90, 115, 120, 124, 139, 171, 190, 192, 198], "solver_typ": [90, 115, 139, 171, 190, 192, 198], "sigma": [90, 115, 119, 171, 192], "nd": [90, 115, 124, 139, 158, 162], "bf": [90, 92, 94, 95, 96, 97, 105, 115, 121], "x_i": [90, 92, 94, 95, 96, 97, 115], "coordin": [90, 96, 97, 110, 120], "central": [90, 114, 192], "cg": [90, 108, 112, 113, 115, 127, 139, 185, 190, 197, 198], "gaussian": [90, 115, 124], "grad": [90, 124], "csc": [90, 106, 115, 124, 139], "won": 90, "sol": [90, 113, 115, 139], "ep": [91, 92, 94, 95, 96, 97], "stop_at_nan": [91, 102, 106, 118, 119, 126, 140], "inhomogen": 91, "varepsilon": [91, 92, 94, 95, 96, 97], "2u": [91, 96, 97], "d_w": [91, 96, 97], "tanh": [91, 92, 94, 95, 96, 97], "vt": 91, "sqrt": [91, 92, 94, 95, 96, 97, 106, 107, 140], "finel": 91, "laplac": [91, 92, 96, 97, 106, 110, 114, 120], "diag": [91, 125], "uext": 91, "work_count": [91, 99, 102, 119, 122, 126], "counter": [91, 170, 192], "implicitli": [91, 92, 94, 95, 96, 97, 107, 109, 110, 113, 120, 124], "solve_system_1": [91, 92, 107, 109, 110], "solve_system_2": [91, 92, 107, 109, 110], "200": [92, 140, 171, 173, 192, 193], "lin_tol": 92, "lin_maxit": 92, "inexact_linear_ratio": [92, 124], "y_j": [92, 94, 95, 96, 97], "spdiag": 92, "newton_itercount": [92, 140], "lin_itercount": 92, "newton_ncal": [92, 140], "lin_ncal": 92, "conjug": 92, "ac": 92, "init_typ": [94, 95, 96, 97], "checker": [94, 95], "uniform": [94, 95], "tranform": [94, 95, 96, 97], "especi": 95, "cp": 95, "initialis": [96, 97], "ogrid": [96, 97], "k2": [96, 97, 120], "dy": [96, 97, 109, 114], "readthedoc": [96, 97, 110], "io": [96, 97, 110], "en": [96, 97, 105, 110], "tm": 97, "y_1": [98, 119], "y_2": [98, 119], "2_1": [98, 115], "2_2": 98, "co": [98, 112, 113, 114, 115, 119], "2140": 98, "camco": 98, "2015": [98, 108, 112, 113, 122, 127], "ncapacitor": 99, "v_ref": 99, "drain": 99, "h": [99, 100, 102, 117, 133, 134], "v_1": 99, "v_": [99, 101, 123], "ref": 99, "i_l": 99, "cr": 99, "r_": [99, 101, 123], "resist": [99, 101, 123], "resistor": [99, 101, 123], "capacit": [99, 101, 123], "ell": [99, 101, 123], "induct": [99, 101, 123], "inductor": [99, 101, 123], "c_n": 99, "nonhomogen": [99, 101, 123], "a_k": [99, 101, 113], "f_k": [99, 101], "n_": [99, 122], "switch_a": 99, "switch_f": 99, "t_switch": [99, 102], "nswitch": [99, 102], "count_switch": [99, 102], "insid": [99, 124], "pintsim": 99, "switch_estim": 99, "v_k": 99, "c_k": 99, "c_1": [99, 101, 123], "v_2": 99, "v_3": 99, "c_2": [99, 101, 123], "c_3": 99, "max_": 99, "satisfi": [99, 114, 185, 197], "geq": [99, 102], "get_problem_dict": 99, "coeffic": 99, "get_switching_info": [99, 102], "switch_detect": [99, 102], "m_guess": [99, 102], "state_funct": [99, 102], "u_adv": [100, 134], "nfreq": [100, 134], "x_bound": 100, "z_bound": 100, "order_upw": 100, "gmres_maxit": 100, "500": [100, 185, 197], "gmres_restart": 100, "gmres_tol_limit": 100, "boussinesq": 100, "z": [100, 106, 107, 122], "300": 100, "order_upwind": 100, "upwind": 100, "bc_hor": [100, 133, 134], "bc_ver": [100, 133, 134], "dimems": 100, "neumann": [100, 124, 139], "xx": 100, "zz": 100, "sp": [100, 167, 168, 191], "d_upwind": 100, "gmres_logg": 100, "durran": 100, "fluid": [100, 119], "appl": 100, "32": [100, 186, 190, 197, 198], "verlag": 100, "york": 100, "2010": 100, "4419": 100, "6412": 100, "fsw": 101, "c1": [101, 123], "001": 101, "rp": 101, "l1": 101, "c2": [101, 123], "buck": 101, "sw": 101, "f_": [101, 124], "roughli": 101, "percentag": 101, "bmod": 101, "i_": [101, 123], "l_1": 101, "puls": 101, "61": 101, "2012": [101, 108, 112, 113, 127], "gyselinck": 101, "marti": 101, "sabariego": 101, "devic": 101, "steadi": [101, 119], "regim": 101, "electromot": 101, "2013": 101, "approx": 102, "6094379": 102, "t_switch_exact": 102, "theorem": 102, "lambda_": 103, "lambda_f": 103, "gg": 103, "im": 103, "nversion": 103, "vibrat": 104, "spring": [104, 111, 146], "weak": [104, 108, 112, 113, 127, 185, 197], "fpu": 104, "cubic": 104, "u_j": 104, "2_": 104, "v_j": 104, "1955": 104, "lo": 104, "alamo": 104, "la": [104, 196], "1940": 104, "enrico": 104, "segr\u00e9": 104, "ed": 104, "chicago": 104, "press": 104, "1965": 104, "eval_hamiltonian": [104, 111, 117, 121], "eval_mode_energi": 104, "trajectori": [104, 105, 111, 117, 121, 122], "mutual": [105, 121], "influenc": [105, 121], "motion": [105, 119, 121, 122], "law": [105, 121], "m_i": [105, 121], "_i": [105, 121], "m_j": [105, 121], "_j": [105, 121], "gravitation": [105, 121], "m_1": [105, 121], "_1": [105, 121], "aanda": 105, "aa": 105, "2002": 105, "aa1405": 105, "wikipedia": [105, 145], "planetary_mass": 105, "values_from_the_de405_ephemeri": 105, "reaction": [106, 107, 108, 109, 110], "travel": [106, 107], "kolmogorov": [106, 107], "petrovskii": [106, 107], "piskunov": [106, 107], "mathbb": [106, 107, 122, 139], "lambda_1": [106, 107, 125], "feng": [106, 107], "chao": [106, 107], "soliton": [106, 107], "fractal": [106, 107], "481": [106, 107], "488": [106, 107], "2008": [106, 107], "urrent": 106, "da": [107, 109], "sne": [107, 109], "tempor": [107, 109, 120, 191], "q_": [107, 109, 122], "localx": [107, 109], "xe": 107, "mx": 107, "col": 107, "formfunct": [107, 109], "formjacobian": [107, 109], "same_nonzero_pattern": [107, 109], "sigma_1": 107, "ksp": [107, 109, 114], "satish": [107, 109, 114], "balai": [107, 109, 114], "lisandro": [107, 109, 110, 114, 120], "dalcin": [107, 109, 110, 114, 120], "rodrigo": [107, 109, 114], "paz": [107, 109, 114], "pablo": [107, 109, 114], "kler": [107, 109, 114], "alejandro": [107, 109, 114], "cosimo": [107, 109, 114], "water": [107, 109, 114], "2011": [107, 109, 114], "get_sys_mat": 107, "assembl": [107, 122, 166, 168, 174, 191, 193], "c_nvar": [108, 112, 113, 127, 185, 197], "famili": [108, 112, 113, 127, 185, 197], "substanc": [108, 109, 110], "decai": [108, 109, 110], "feed": [108, 109, 110], "d_u": [108, 109, 110], "d_v": [108, 109, 110], "multipli": 108, "u_t": [108, 112, 113], "v_t": 108, "trail": [108, 112, 113, 127], "galerkin": [108, 112, 113, 127], "synonym": [108, 112, 113, 127], "trial": [108, 112, 113, 127], "functionspac": [108, 112, 113, 127], "w1": 108, "w2": 108, "f1": 108, "tensor": [108, 112, 113, 127], "f2": 108, "autocatalyt": [108, 109, 110], "isotherm": [108, 109, 110], "stir": [108, 109, 110], "tank": [108, 109, 110], "reactor": [108, 109, 110], "isola": [108, 109, 110], "multist": [108, 109, 110], "chem": [108, 109, 110], "eng": [108, 109, 110], "1983": [108, 109, 110], "alna": [108, 112, 113, 127], "blechta": [108, 112, 113, 127], "hake": [108, 112, 113, 127], "johansson": [108, 112, 113, 127], "kehlet": [108, 112, 113, 127], "logg": [108, 112, 113, 127], "richardson": [108, 112, 113, 127], "ring": [108, 112, 113, 127], "rogn": [108, 112, 113, 127], "archiv": [108, 112, 113, 127], "mardal": [108, 112, 113, 127], "dolfin": [108, 112, 113, 127], "t_0": 108, "amat": 109, "pfft": [110, 120], "ku": 110, "kv": 110, "mikael": [110, 120], "mortensen": [110, 120], "david": [110, 120], "key": [110, 120], "multidimension": [110, 120], "chebfun": 110, "grayscott": 110, "kx": 111, "damp": 111, "amplitud": [111, 122], "nabla": [112, 113, 127], "dirichletbc": [112, 113], "df": 113, "nonlinearvariationalsolv": 113, "trialfunct": 113, "testfunct": 113, "cnvar": [114, 187, 197], "sol_tol": [114, 187, 197], "sol_maxit": 114, "2_n": 115, "x_1": 115, "x_n": 115, "k_i": 115, "h\u00e9non": 117, "logist": 118, "rho": [119, 127], "6666666666666665": 119, "99": [119, 120, 124, 175, 181, 186, 187, 188, 194, 195, 197, 198], "exhibit": 119, "chaotic": 119, "butterfli": 119, "convect": 119, "layer": 119, "bottom": 119, "surfac": 119, "kept": 119, "proport": 119, "third": [119, 143, 194], "distort": 119, "vertic": 119, "profil": 119, "1175": 119, "1520": 119, "0469": 119, "1963": 119, "020": 119, "0130": 119, "dnf": 119, "y_3": 119, "reynold": 119, "supercrit": 119, "provok": 119, "instabl": 119, "nfev": 119, "newton_krylov": 120, "krylov": 120, "283185307179586": 120, "parallelis": 120, "arxiv": 120, "nlin": 120, "0702010": 120, "000295912208286": 121, "omega_b": [122, 173, 174, 178, 193, 194], "omega_": [122, 173, 174, 178, 193, 194], "sig": [122, 173, 174, 178, 193, 194], "hat": 122, "e_": 122, "charg": 122, "x_": 122, "ext": 122, "epsilon": 122, "coulomb": 122, "die": 122, "glimmentladung": 122, "bei": 122, "niedrigem": 122, "druck": 122, "zwischen": 122, "koaxialen": 122, "zylindern": 122, "einem": 122, "axialen": 122, "magnetfeld": 122, "physica": 122, "1936": 122, "mathia": 122, "winkel": 122, "daniel": 122, "boris_solv": 122, "old_field": 122, "new_field": 122, "old_part": 122, "build_f": 122, "pepc": 122, "fast_interact": 122, "efield": 122, "get_interact": 122, "rpi": 123, "lpi": 123, "l_": 123, "cv": 124, "u_thresh": 124, "u_max": 124, "q_max": 124, "leak_rang": 124, "55": 124, "leak_typ": 124, "leak_transit": 124, "direct_solv": 124, "min_lintol": 124, "reference_sol_typ": 124, "cool": 124, "superconduct": 124, "leak": 124, "runawai": 124, "huge": 124, "destroi": 124, "cern": 124, "past": 124, "warrant": 124, "total": [124, 173, 178, 193, 194], "insul": 124, "volumetr": 124, "capac": 124, "thermal": 124, "power": 124, "densiti": 124, "exponenti": 124, "xv": 124, "thin": 124, "shell": 124, "schnaubelt": 124, "wozniak": 124, "sch\u00f6p": 124, "supercond": 124, "technol": 124, "36": 124, "044004": 124, "1088": 124, "1361": 124, "6668": 124, "acbeea": 124, "eval_f_non_linear": 124, "get_non_linear_jacobian": 124, "lambda_n": 125, "sequenc": [125, 126], "array_lik": [125, 126], "crash_at_maxit": 126, "vortic": 127, "w_t": 127, "buildfdmatrix": [128, 132], "getbcleft": [128, 129, 132, 135], "getbcright": [128, 129, 132, 135], "gethorizontaldx": [128, 129], "getmatrix": [128, 129, 132, 135], "buildwave1dmatrix": 128, "getwave1dadvectionmatrix": [128, 130], "getwave1dmatrix": [128, 130], "getwavebcleft": [128, 130], "getwavebcright": [128, 130], "standard_integr": [128, 132], "bdf2": [128, 131, 132, 137], "rk_imex": [128, 131, 132, 137], "trapezoid": [128, 131, 132, 137, 143, 146, 154], "bc_left": [129, 130, 135], "bc_right": [129, 130, 135], "firsttimestep": [131, 137], "timestep": [131, 137], "um1": [131, 137], "f_solv": [131, 137], "m_fast": 131, "m_slow": 131, "f_fast": [131, 137], "f_fast_solv": [131, 137], "f_slow": [131, 137], "build2dfdmatrix": 132, "get2dmatrix": [132, 133], "get2dmesh": [132, 133], "get2dupwindmatrix": [132, 133], "getbchorizont": [132, 133], "getbcvert": [132, 133], "buildboussinesq2dmatrix": 132, "getboussinesq2dmatrix": [132, 134], "getboussinesq2dupwindmatrix": [132, 134], "getboussinesqbchorizont": [132, 134], "getboussinesqbcvert": [132, 134], "getupwindmatrix": [132, 135], "helper_class": 132, "callback": [132, 136], "splitexplicit": [132, 137], "unflatten": 132, "x_b": 133, "z_b": 133, "dz": [133, 137], "getcount": 136, "getresidu": 136, "pparam": 137, "numsmalltimestep": 137, "rk3lin": 137, "fslow": 137, "dtau": 137, "verletlin": 137, "f_fastmom": 137, "f_fastther": 137, "uin": 138, "nx": 138, "nz": 138, "sat": 139, "feb": 139, "39": 139, "bcparam": 139, "mol": 139, "shift": 139, "neumann_bc_ord": 139, "5e": [140, 173, 182, 185, 189, 193, 196, 197, 198], "osti": 140, "gov": [140, 144], "servlet": 140, "purl": 140, "6111421": 140, "seed": 141, "26266": 141, "dummi": [141, 164], "indent": 141, "half": [141, 146, 154, 175, 194], "adamsbashforthexplicit1step": [142, 143], "adamsmoultonimplicit1step": [142, 143], "adamsmoultonimplicit2step": [142, 143], "backwardeul": [142, 143, 144], "cach": [142, 143], "runge_kutta": 142, "ark54": [142, 144], "ark548l2sa": [142, 144], "ark548l2saerk": [142, 144], "ark548l2saerk2": [142, 144], "ark548l2saesdirk": [142, 144], "ark548l2saesdirk2": [142, 144], "butchertableau": [142, 144, 145], "butchertableauembed": [142, 144], "cash_karp": [142, 144], "cranknicholson": [142, 144], "dirk43": [142, 144], "esdirk53": [142, 144], "explicitmidpointmethod": [142, 144], "forwardeul": [142, 144], "heun_eul": [142, 144], "implicitmidpointmethod": [142, 144], "rk4": [142, 144], "rungekutta": [142, 144, 145], "rungekuttaimex": [142, 144], "runge_kutta_nystrom": 142, "rkn": [142, 145], "rungekuttanystrom": [142, 145], "velocity_verlet": [142, 145], "boris_2nd_ord": [142, 173, 174, 178, 193, 194], "sweepermpi": [142, 149, 151], "imex_1st_order_mpi": 142, "imex_1st_order_mass": [142, 185, 197], "dress": 143, "08333333333333333": 143, "6666666666666666": 143, "4166666666666667": 143, "generate_starting_valu": 143, "almost": 143, "impress": 143, "belov": 143, "koelner": 143, "dom": 143, "num_step": 143, "oldest": 143, "bespok": 143, "provision": 143, "ark5": 144, "8l": 144, "sa": 144, "erk": 144, "esdirk": 144, "1016": 144, "s0168": 144, "9274": 144, "00138": 144, "butchertableauclass": 144, "butchertableauclass_explicit": 144, "get_update_ord": 144, "205": 144, "1025": 144, "04757042": 144, "07389944": 144, "08074895": 144, "29921812": 144, "46382067": 144, "04803878": 144, "14689238": 144, "11740333": 144, "22170197": 144, "00759375": 144, "1784573": 144, "01974675": 144, "22154535": 144, "03612492": 144, "54553377": 144, "09554859": 144, "3386928": 144, "14043176": 144, "07058771": 144, "76287525": 144, "matrix_explicit": 144, "41": [144, 186, 197], "17753521": 144, "08239438": 144, "12262308": 144, "07552741": 144, "29017765": 144, "24492577": 144, "61510341": 144, "40294452": 144, "35401238": 144, "4857009": 144, "031256": 144, "46413844": 144, "23046868": 144, "84460712": 144, "125": [144, 182, 187, 189, 190, 196, 197, 198], "674808": 144, "38943865": 144, "69220068": 144, "09466623": 144, "21115733": 144, "48853707": 144, "25992958": 144, "19815049": 144, "92": 144, "09957696": 144, "40716288": 144, "16014818": 144, "1442366": 144, "77956562": 144, "21723324": 144, "apnum": 144, "007": 144, "kennedi": 144, "carpent": 144, "newer": 144, "appar": 144, "22222222": 144, "26824595": 144, "05794559": 144, "0089384": 144, "04330529": 144, "03401389": 144, "25515937": 144, "13179599": 144, "03237673": 144, "12385474": 144, "14270778": 144, "30932282": 144, "68291993": 144, "05882276": 144, "04130861": 144, "89718343": 144, "17366254": 144, "25479166": 144, "24190177": 144, "30740486": 144, "19998305": 144, "44444444": 144, "11111111": 144, "64760301": 144, "09182987": 144, "03544857": 144, "012009": 144, "34252355": 144, "26767786": 144, "11056894": 144, "85638959": 144, "00977228": 144, "21070865": 144, "07592412": 144, "20765519": 144, "23548432": 144, "46686371": 144, "29035988": 144, "37840597": 144, "56345584": 144, "28832383": 144, "32884988": 144, "61439672": 144, "3174778": 144, "71215206": 144, "11498708": 144, "09139032": 144, "04049657": 144, "75871412": 144, "11526943": 144, "35675713": 144, "72": 144, "955": 144, "06272422": 144, "25523316": 144, "23902755": 144, "39907952": 144, "14315725": 144, "18709281": 144, "oppos": 144, "claim": 144, "stiffli": 144, "singli": 144, "gamma": 144, "2222222222222222": 144, "among": 144, "connoisseur": 144, "fifth": 144, "79505": 144, "79507": 144, "075": 144, "225": 144, "2037037": 144, "59259259": 144, "2962963": 144, "0294958": 144, "34179688": 144, "04159433": 144, "40034541": 144, "06176758": 144, "875": 144, "0978836": 144, "40257649": 144, "21043771": 144, "2891022": 144, "10217737": 144, "3839079": 144, "24459274": 144, "01932199": 144, "bf01934920": 144, "83333333": 144, "57692308": 144, "98148148": 144, "81481481": 144, "65958848": 144, "27699588": 144, "04925926": 144, "25641026": 144, "16666667": 144, "40666667": 144, "04619048": 144, "64285714": 144, "42666667": 144, "56333333": 144, "ntr": 144, "nasa": 144, "20160005923": 144, "27805384": 144, "31357496": 144, "43697244": 144, "09456105": 144, "13349473": 144, "05000194": 144, "22208425": 144, "09710432": 144, "03123381": 144, "06990092": 144, "89887281": 144, "61640883": 144, "12228335": 144, "5666084": 144, "69330188": 144, "55610768": 144, "02860124": 144, "44739556": 144, "70955276": 144, "11977427": 144, "38199341": 144, "99233927": 144, "24727121": 144, "Not": [144, 194], "fourth": 144, "everybodi": 144, "darl": 144, "33333333": 144, "success": [144, 145, 195], "realis": [144, 145], "q_delta": [144, 145], "butcher": [144, 145], "tableau": [144, 145], "wast": [144, 145], "flop": [144, 145], "tableaux": [144, 145], "substitut": [144, 145], "cheaper": [144, 145], "fundament": [144, 145], "collocation_class": [144, 145, 191], "get_butcher_tableau": 144, "get_q_matrix": 144, "get_full_f": [144, 145], "get_butcher_tableau_explicit": 144, "nystrom": 145, "link": 145, "540": 145, "78862": 145, "284": 145, "chapter": 145, "ii": 145, "attribu": 145, "butcher_tableau": 145, "funtion": 145, "de": 145, "algorithmu": 145, "sq": 146, "st": 146, "sx": 146, "get_scalar_problems_manysweep_mat": [146, 150], "friction": 146, "get_scalar_problems_picardsweep_mat": 146, "get_scalar_problems_sweeper_mat": [146, 150], "narrai": 146, "get_sweeper_mat": [146, 150], "qq": [146, 154], "qx": [146, 154], "qt": [146, 154], "qe": [147, 150, 171, 173, 192, 193], "do_full_upd": [147, 148, 149, 150, 152, 153], "administ": 149, "last_onli": [149, 151], "lambda_fast": 150, "lambda_slow": 150, "basetransfer_mass": 155, "base_transfer_mass": [155, 156], "transferfenicsmesh": [155, 185, 197], "mesh_to_mesh_fen": [155, 157, 185, 197], "transfermesh_fft": 155, "mesh_to_mesh_fft": [155, 159], "transfermesh_fft2d": 155, "mesh_to_mesh_fft2d": [155, 160], "transfermesh_mpifft": [155, 186, 197], "fft_to_fft": [155, 161, 186, 197], "transferpetscdmda": [155, 187, 197], "custon": [158, 160, 161, 162, 164], "rspace": [158, 160, 162], "pspace": [158, 160, 162], "irfft_object_fin": 159, "rfft_object_coars": 159, "pmesh": 161, "step_1": [165, 166, 167, 168, 169, 175, 191, 192, 194], "a_spatial_problem_setup": [165, 169, 191, 192], "1023": [165, 167, 169, 170, 171, 172, 177, 191, 192, 193, 194], "run_accuracy_check": [165, 166, 168, 169, 191, 192], "step_1_a_out": [165, 191], "sine": [165, 166, 191], "u_lap": [165, 166, 191], "981783e": [165, 169, 191, 192], "b_spatial_accuracy_check": [166, 175, 191, 194], "agg": [166, 168, 191], "pylab": [166, 168, 191], "nvars_list": [166, 168, 175, 191, 194], "get_accuracy_ord": [166, 168, 175, 191, 194], "step_1_b_out": [166, 191], "3f": [166, 168, 191], "plot_accuraci": [166, 168, 191], "step_1_accuracy_test_spac": [166, 191], "isclos": [166, 168, 190, 191, 198], "rtol": [166, 168, 191], "id_prev": [166, 168, 191], "prev_error": [166, 168, 191], "this_error": [166, 168, 191], "this_nvar": [166, 191], "old_nvar": [166, 191], "tmp": [166, 168, 191], "fontsiz": [166, 168, 191], "labels": [166, 168, 191], "titles": [166, 168, 191], "ytick": [166, 168, 191], "linewidth": [166, 168, 191], "rcparam": [166, 168, 191], "base_error": [166, 168, 191], "2nd": [166, 191], "order_guide_spac": [166, 168, 191], "min_err": [166, 168, 191], "1e99": [166, 168, 191], "max_err": [166, 168, 191], "0e00": [166, 168, 191], "err_list": [166, 168, 191], "markers": [166, 168, 191], "numpoint": [166, 168, 191], "bbox_inch": [166, 168, 191], "tight": [166, 168, 191], "888": [166, 191], "949": [166, 191], "976": [166, 191], "988": [166, 191], "994": [166, 191], "999": [166, 191], "982": [166, 191], "c_collocation_problem_setup": [167, 191], "solve_collocation_problem": [167, 191], "step_1_c_out": [167, 191], "kron": [167, 168, 191], "u0_col": [167, 168, 191], "u_col": [167, 168, 191], "spsolv": [167, 168, 191], "inf": [167, 168, 173, 191, 193], "803471e": [167, 191], "d_collocation_accuracy_check": [168, 191], "16383": [168, 191], "step_1_d_out": [168, 191], "step_1_accuracy_test_col": [168, 191], "this_dt": [168, 191], "old_dt": [168, 191], "spacn": [168, 191], "5th": [168, 191], "791": [168, 191], "364": [168, 191], "671": [168, 191], "step_2": [169, 170, 171, 192], "a_step_data_structur": [169, 192], "step_2_a_out": [169, 192], "b_my_first_sweep": [170, 192], "run_imex_sdc": [170, 192], "8e": [170, 173, 174, 177, 178, 182, 184, 189, 192, 193, 194, 196, 198], "step_2_b_out": [170, 192], "endpoint": [170, 192], "11190756e": [170, 171, 192], "68442667e": [170, 171, 192], "80377591e": [170, 171, 192], "21707909e": [170, 171, 192], "38272147e": [170, 171, 192], "36445413e": [170, 171, 192], "68953216e": [170, 171, 192], "52601840e": [170, 171, 192], "07249025e": [170, 171, 192], "27343378e": [170, 171, 192], "18931339e": [170, 171, 192], "48499772e": [170, 171, 192], "c_using_pysdcs_frontend": [171, 192], "log_to_fil": [171, 173, 192, 193], "step_2_c_out": [171, 192], "29": [171, 173, 181, 192, 193, 195], "342": [171, 192], "146": [171, 173, 192, 193], "astonish": [171, 173, 192, 193], "87": [171, 173, 192, 193], "_____": [171, 173, 192, 193], "____": [171, 173, 192, 193], "___": [171, 173, 192, 193], "343": [171, 192], "160": [171, 173, 192, 193], "overview": [171, 173, 192, 193], "227": [171, 173, 192, 193], "default_hook": [171, 173, 192, 193], "defaulthook": [171, 192], "mssdc_jac": [171, 173, 189, 192, 193, 198], "predict_typ": [171, 173, 180, 181, 182, 186, 192, 193, 195, 196, 197], "use_iteration_estim": [171, 173, 192, 193], "dt_initi": [171, 173, 192, 193], "residual_typ": [171, 173, 192, 193], "full_ab": [171, 173, 192, 193], "ee": [171, 173, 192, 193], "do_coll_upd": [171, 173, 192, 193], "skip_residual_comput": [171, 173, 192, 193], "230": [171, 173, 192, 193], "232": [171, 173, 192, 193], "347": [171, 192], "170": [171, 173, 192, 193], "100000": [171, 192], "350": [171, 192], "353": [171, 192], "356": [171, 192], "360": [171, 192], "363": [171, 192], "366": [171, 192], "369": [171, 192], "373": [171, 192], "376": [171, 192], "379": [171, 192], "382": [171, 192], "386": [171, 192], "200000": [171, 192], "69984764e": [171, 192], "389": [171, 192], "05518433e": [171, 192], "393": [171, 192], "40642621e": [171, 192], "396": [171, 192], "85982063e": [171, 192], "399": [171, 192], "79216702e": [171, 192], "402": [171, 192], "12278839e": [171, 192], "406": [171, 192], "85495353e": [171, 192], "409": [171, 192], "78947003e": [171, 192], "412": [171, 192], "68230621e": [171, 192], "415": [171, 192], "26313315e": [171, 192], "418": [171, 192], "82951499e": [171, 192], "422": [171, 192], "99691114e": [171, 192], "340": [171, 173, 192, 193], "166689e": [171, 192], "step_3": [172, 173, 174, 178, 193, 194], "a_getting_statist": [172, 193], "step_3_a_out": [172, 193], "residual_post_iter": [172, 193], "verbos": [172, 174, 193], "timing_setup": [172, 193], "timing_comm": [172, 193], "residual_post_sweep": [172, 193], "timing_sweep": [172, 193], "timing_iter": [172, 193], "timing_step": [172, 193], "residual_post_step": [172, 193], "_recomput": [172, 193], "1119e": [172, 193], "6844e": [172, 193], "8038e": [172, 193], "2171e": [172, 193], "3827e": [172, 193], "3645e": [172, 193], "6895e": [172, 193], "5260e": [172, 193], "0725e": [172, 193], "2734e": [172, 193], "1893e": [172, 193], "4850e": [172, 193], "70": [172, 186, 193, 197], "80": [172, 193], "b_adding_statist": [173, 193], "hookclass_particl": [173, 174, 178, 193, 194], "particle_hook": [173, 174, 178, 193, 194], "run_penning_trap_simul": [173, 178, 193, 194], "etot": [173, 174, 178, 193, 194], "base_energi": [173, 174, 178, 193, 194], "step_3_b_out": [173, 193], "10f": [173, 178, 193, 194], "742": [173, 193], "0625": [173, 181, 193, 195], "748": [173, 193], "000000": [173, 193], "53203678e": [173, 193], "754": [173, 193], "09852117e": [173, 193], "760": [173, 193], "50301513e": [173, 193], "765": [173, 193], "67724741e": [173, 193], "771": [173, 193], "95583202e": [173, 193], "776": [173, 193], "11405073e": [173, 193], "782": [173, 193], "26902403e": [173, 193], "787": [173, 193], "16534547e": [173, 193], "793": [173, 193], "66968022e": [173, 193], "799": [173, 193], "09408171e": [173, 193], "804": [173, 193], "17123386e": [173, 193], "807": [173, 193], "8799": [173, 193], "5000000000": [173, 193], "00000000e": [173, 178, 193, 194], "8785": [173, 193], "0038936088": [173, 193], "44961064e": [173, 193], "c_study_colloc": [174, 193], "stats_dict": [174, 193], "ediff": [174, 193], "step_3_c_out": [174, 193], "cclass": [174, 193], "final_energi": [174, 193], "ediff_expect": [174, 193], "qtype": [174, 193], "44960920e": [174, 193], "33862938e": [174, 193], "32710645e": [174, 193], "step_4": [175, 176, 177, 178, 194], "a_spatial_transfer_oper": [175, 194], "nvars_fin": [175, 194], "nvars_fine_list": [175, 194], "4i": [175, 176, 194], "pfine": [175, 194], "pcoars": [175, 194], "xvalues_fin": [175, 194], "uexact_fin": [175, 194], "xvalues_coars": [175, 194], "uexact_coars": [175, 194], "uinter": [175, 194], "step_4_a_out": [175, 194], "91": [175, 194], "35": [175, 194], "98": [175, 194], "62": [175, 182, 183, 184, 188, 189, 190, 194, 196, 198], "b_multilevel_hierarchi": [176, 194], "31": [176, 179, 182, 189, 194, 195, 196, 198], "step_4_b_out": [176, 194], "c_sdc_vs_mlsdc": [177, 194], "sweeper_params_sdc": [177, 194], "sweeper_params_mlsdc": [177, 194], "problem_params_sdc": [177, 194], "problem_params_mlsdc": [177, 194], "511": [177, 180, 194, 195], "description_sdc": [177, 194], "description_mlsdc": [177, 194], "controller_sdc": [177, 194], "controller_mlsdc": [177, 194], "uend_sdc": [177, 194], "stats_sdc": [177, 178, 194], "uend_mlsdc": [177, 194], "stats_mlsdc": [177, 178, 194], "niter_sdc": [177, 194], "niter_mlsdc": [177, 194], "err_sdc": [177, 194], "err_mlsdc": [177, 194], "step_4_c_out": [177, 194], "96232037e": [177, 194], "95409337e": [177, 194], "22700796e": [177, 194], "d_mlsdc_with_particl": [178, 194], "penningtrap_3d_coars": [178, 194], "penningtrap_coars": [178, 194], "time_sdc": [178, 194], "time_mlsdc": [178, 194], "stats_mlsdc_fint": [178, 194], "time_mlsdc_fint": [178, 194], "step_4_d_out": [178, 194], "8f": [178, 194], "energy_sdc": [178, 194], "energy_mlsdc": [178, 194], "energy_mlsdc_fint": [178, 194], "transfer_param": [178, 194], "start_tim": [178, 194], "perf_count": [178, 194], "end_tim": [178, 194], "84572316": [178, 194], "28199479": [178, 194], "96953422": [178, 194], "407936": [178, 194], "7556966486": [178, 194], "406977": [178, 194], "9425667246": [178, 194], "35039652e": [178, 194], "9425660003": [178, 194], "9428639794": [178, 194], "35039579e": [178, 194], "step_5": [179, 180, 181, 195], "a_multistep_multilevel_hierarchi": [179, 195], "step_5_a_out": [179, 195], "b_my_first_pfasst_run": [180, 195], "pfasst_burnin": [180, 181, 182, 195, 196], "num_proc_list": [180, 181, 182, 183, 195, 196], "log2": [180, 181, 195], "step_5_b_out": [180, 195], "3505e": [180, 195], "94": [180, 181, 195], "88": [180, 182, 183, 184, 188, 189, 195, 196, 198], "33": [180, 195], "43": [180, 181, 195], "c_advection_and_pfasst": [181, 195], "qi_list": [181, 195], "niters_min_al": [181, 195], "niters_max_al": [181, 195], "step_5_c_out": [181, 195], "1365e": [181, 195], "82": [181, 195], "93": [181, 195], "21": [181, 195], "59": [181, 195], "44": [181, 195], "27": [181, 195], "48": [181, 195], "step_6": [182, 183, 184, 188, 196, 198], "a_run_non_mpi_control": [182, 183, 184, 188, 196, 198], "multi_level": [182, 183, 196], "set_parameters_ml": [182, 184, 188, 196, 198], "set_parameters_sl": [182, 196], "1i": [182, 184, 188, 196, 198], "weird": [182, 184, 196], "errtol": [182, 190, 196, 198], "ask": [182, 196, 198], "step_6_a_sl_out": [182, 196], "step_6_a_ml_out": [182, 196], "87627033e": [182, 196], "87300679e": [182, 184, 196], "87272106e": [182, 184, 196], "87294206e": [182, 184, 196], "87290945e": [182, 183, 184, 196], "b_odd_temporal_distribut": [183, 196], "main_a": [183, 196], "odd": [183, 184], "step_6_b_out": [183, 184, 196], "87358935e": [183, 184, 196], "87358097e": [183, 184, 196], "87271747e": [183, 184, 196], "c_mpi_parallel": [184, 196], "playground_parallel": [184, 196], "subprocess": [184, 196], "del": [184, 196], "importerror": [184, 196], "my_env": [184, 196], "coverage_process_start": [184, 196], "num_procs_list": [184, 196], "step_6_c1_out": [184, 196], "cmd": [184, 196], "mpirun": [184, 186, 196, 197], "popen": [184, 196], "stdout": [184, 196], "pipe": [184, 196], "stderr": [184, 196], "readlin": [184, 196], "returncod": [184, 196], "step_6_c2_out": [184, 196], "sy": [184, 187, 196, 197], "iter_counts_list": [184, 196], "argv": [184, 187, 196, 197], "iter_counts_gath": [184, 196], "sublist": [184, 196], "step_7": [185, 186, 187, 197], "a_pysdc_with_fen": [185, 197], "ml": [185, 186, 190, 197, 198], "ugli": [185, 197], "problemclass": [185, 197], "invers": [185, 197], "run_vari": [185, 197], "mass_inv": [185, 197], "step_7_a_out": [185, 197], "NOT": [185, 197], "permut": [185, 197], "run_pfasst_vari": [185, 197], "038018928430278e": [185, 197], "6023": [185, 197], "037998750179539e": [185, 197], "2091": [185, 197], "0388218372050104e": [185, 197], "0483": [185, 197], "038030058561979e": [185, 197], "2494": [185, 197], "0380468789990663e": [185, 197], "8382": [185, 197], "038821713998089e": [185, 197], "5326": [185, 197], "9537709137400506e": [185, 197], "26": [185, 197], "6561": [185, 197], "b_pysdc_with_mpi4pyfft": [186, 197], "nl": [186, 197], "fine_onli": [186, 197], "step_7_b_out": [186, 197], "133e": [186, 197], "maxmean": [186, 197], "1321e": [186, 197], "2938": [186, 197], "1749e": [186, 197], "0120": [186, 197], "1316e": [186, 197], "2668": [186, 197], "1744e": [186, 197], "1649": [186, 197], "65": [186, 187, 197], "1306e": [186, 197], "6600": [186, 197], "1688e": [186, 197], "5031": [186, 197], "c_pysdc_with_petsc": [187, 197], "world_rank": [187, 197], "world_siz": [187, 197], "space_comm": [187, 197], "space_rank": [187, 197], "time_comm": [187, 197], "time_rank": [187, 197], "step_7_c_out": [187, 197], "8871": [187, 197], "9479e": [187, 197], "8370": [187, 197], "7470": [187, 197], "step_8": [188, 189, 190, 198], "a_visualize_residu": [188, 198], "min_it": [188, 198], "max_it": [188, 198], "step_8_a_out": [188, 198], "step_8_residu": [188, 198], "1555e": [188, 198], "b_multistep_sdc": [189, 198], "description_pfasst": [189, 198], "description_mssdc": [189, 198], "controller_params_jac": [189, 198], "controller_params_g": [189, 198], "controller_mssdc_jac": [189, 198], "controller_mssdc_g": [189, 198], "controller_pfasst": [189, 198], "uend_pfasst": [189, 198], "stats_pfasst": [189, 198], "uend_mssdc_jac": [189, 198], "stats_mssdc_jac": [189, 198], "uend_mssdc_g": [189, 198], "stats_mssdc_g": [189, 198], "err_mssdc_jac": [189, 198], "err_mssdc_g": [189, 198], "err_pfasst": [189, 198], "diff_jac": [189, 198], "diff_g": [189, 198], "diff_jac_g": [189, 198], "step_8_b_out": [189, 198], "iter_counts_pfasst": [189, 198], "iter_counts_mssdc_jac": [189, 198], "iter_counts_mssdc_g": [189, 198], "item_pfasst": [189, 198], "item_mssdc_jac": [189, 198], "item_mssdc_g": [189, 198], "parmssdc": [189, 198], "sermssdc": [189, 198], "step_8_residuals_mssdc_jac": [189, 198], "step_8_residuals_mssdc_g": [189, 198], "87344391e": [189, 198], "87650037e": [189, 198], "87540078e": [189, 198], "05646515e": [189, 198], "95687314e": [189, 198], "09959201e": [189, 198], "c_iteration_estim": [190, 198], "mesh_to_mesh_nc": [190, 198], "hookclass_error_output": [190, 198], "error_output": [190, 198], "setup_diffus": [190, 198], "setup_advect": [190, 198], "setup_auzing": [190, 198], "ndim_list": [190, 198], "nsteps_list": [190, 198], "nproc": [190, 198], "step_8_c_out": [190, 198], "mean_number_of_iter": [190, 198], "pde_error": [190, 198], "pde_error_after_step": [190, 198], "coll_error": [190, 198], "coll_error_after_step": [190, 198], "pde_err": [190, 198], "coll_err": [190, 198], "atol": [190, 198], "1250": [190, 198], "7804e": [190, 198], "4661e": [190, 198], "2500": [190, 198], "9619e": [190, 198], "7990e": [190, 198], "3750": [190, 198], "2300e": [190, 198], "2885e": [190, 198], "5000": [190, 198], "8684e": [190, 198], "4972e": [190, 198], "6250": [190, 198], "7128e": [190, 198], "9860e": [190, 198], "7500": [190, 198], "6619e": [190, 198], "1719e": [190, 198], "8750": [190, 198], "6531e": [190, 198], "6286e": [190, 198], "0000": [190, 198], "6478e": [190, 198], "9104e": [190, 198], "3334917760000735": [190, 198], "8191e": [190, 198], "3584e": [190, 198], "7174e": [190, 198], "0082e": [190, 198], "2849e": [190, 198], "9169e": [190, 198], "7307e": [190, 198], "2691e": [190, 198], "0813e": [190, 198], "4523e": [190, 198], "3516e": [190, 198], "9030e": [190, 198], "5501e": [190, 198], "4489e": [190, 198], "6812e": [190, 198], "7528e": [190, 198], "7568672360000619": [190, 198], "6459e": [190, 198], "5511e": [190, 198], "2907e": [190, 198], "0930e": [190, 198], "4571e": [190, 198], "8818e": [190, 198], "8225e": [190, 198], "1875e": [190, 198], "5517e": [190, 198], "9147e": [190, 198], "20119680199991308": [190, 198], "7050e": [190, 198], "1841e": [190, 198], "4360e": [190, 198], "1141e": [190, 198], "1830e": [190, 198], "4836e": [190, 198], "8580e": [190, 198], "2256e": [190, 198], "5987e": [190, 198], "1863e": [190, 198], "9666e": [190, 198], "1797e": [190, 198], "5999908989999767": [190, 198], "6598e": [190, 198], "0010e": [190, 198], "4700e": [190, 198], "5583e": [190, 198], "1829e": [190, 198], "6153e": [190, 198], "8266e": [190, 198], "8338e": [190, 198], "14264713199986545": [190, 198], "2389e": [190, 198], "4469e": [190, 198], "1763e": [190, 198], "7832e": [190, 198], "3399e": [190, 198], "8017e": [190, 198], "1486e": [190, 198], "3802e": [190, 198], "17248913299999913": [190, 198], "heatequation_1d_fd": 191, "encapsul": 191, "quick": 191, "peak": 191, "reveal": 191, "sometim": 191, "he": 191, "happili": [191, 192], "subroutin": 191, "gaussradau_right": 191, "fun": 191, "beat": 191, "thoroughli": 191, "dig": 192, "deeper": 192, "ran": 192, "normal": [192, 196], "steer": 192, "life": 192, "heatequation_1d_fd_forc": 192, "rhs_imex_mesh": 192, "shed": 192, "light": 192, "deepli": 192, "tediou": [192, 195], "wors": 192, "behold": 192, "proce": 192, "friendliest": 192, "suppress": 192, "controller_paramet": 192, "capabl": [192, 196], "contrast": [192, 193, 195], "focu": 193, "stamp": 193, "admittedli": 193, "complic": [193, 195], "electromagnet": 193, "ineffici": 193, "interestingli": 193, "symmetr": 193, "conserv": 193, "thumb": 193, "altern": [193, 198], "fly": 193, "knowledg": 194, "longest": 194, "pretti": [194, 198], "off": 194, "fact": [194, 197], "finer": 194, "msdc": 194, "sensit": 194, "interplai": 194, "trivial": 194, "_nonmpi": 195, "principl": 195, "quantiti": 195, "parabol": 195, "heavili": 195, "saw": 195, "consider": 195, "At": 195, "sweeper_help": 195, "get_qd": 195, "mpi_parallel": 196, "accident": 196, "exercis": 196, "counterpart": 196, "snippet": 196, "set_paramet": 196, "headach": 196, "nosetest": 196, "invert": 197, "methodologi": 197, "valuabl": 197, "latter": 197, "With": 197, "unfavor": 197, "testb": 197, "petsc_dmda_grid": 197, "mere": 198, "pick": 198, "dead": 198, "prevent": 198, "safe": 198, "lipschitz": 198, "procedur": 198, "met": 198, "shall": 198}, "objects": {"": [[37, 0, 0, "-", "core"], [52, 0, 0, "-", "helpers"], [60, 0, 0, "-", "implementations"]], "core": [[38, 0, 0, "-", "BaseTransfer"], [39, 0, 0, "-", "Collocation"], [40, 0, 0, "-", "Common"], [41, 0, 0, "-", "Controller"], [42, 0, 0, "-", "ConvergenceController"], [43, 0, 0, "-", "Errors"], [44, 0, 0, "-", "Hooks"], [45, 0, 0, "-", "Lagrange"], [46, 0, 0, "-", "Level"], [47, 0, 0, "-", "Nodes"], [48, 0, 0, "-", "Problem"], [49, 0, 0, "-", "SpaceTransfer"], [50, 0, 0, "-", "Step"], [51, 0, 0, "-", "Sweeper"]], "core.BaseTransfer": [[38, 1, 1, "", "base_transfer"]], "core.BaseTransfer.base_transfer": [[38, 2, 1, "", "coarse"], [38, 2, 1, "", "fine"], [38, 3, 1, "", "get_transfer_matrix_Q"], [38, 2, 1, "", "logger"], [38, 2, 1, "", "params"], [38, 3, 1, "", "prolong"], [38, 3, 1, "", "prolong_f"], [38, 3, 1, "", "restrict"]], "core.Collocation": [[39, 1, 1, "", "CollBase"]], "core.Collocation.CollBase": [[39, 2, 1, "", "Qmat"], [39, 2, 1, "", "Smat"], [39, 2, 1, "", "delta_m"], [39, 3, 1, "", "evaluate"], [39, 2, 1, "", "left_is_node"], [39, 2, 1, "", "nodes"], [39, 2, 1, "", "num_nodes"], [39, 2, 1, "", "right_is_node"], [39, 2, 1, "", "tleft"], [39, 2, 1, "", "tright"], [39, 2, 1, "", "weights"]], "core.Common": [[40, 1, 1, "", "RegisterParams"]], "core.Common.RegisterParams": [[40, 2, 1, "", "_parNames"], [40, 2, 1, "", "_parNamesReadOnly"], [40, 4, 1, "id0", "params"]], "core.Controller": [[41, 1, 1, "", "controller"]], "core.Controller.controller": [[41, 3, 1, "", "add_convergence_controller"], [41, 3, 1, "", "add_hook"], [41, 3, 1, "", "dump_setup"], [41, 3, 1, "", "get_convergence_controllers_as_table"], [41, 4, 1, "", "hooks"], [41, 3, 1, "", "return_stats"], [41, 3, 1, "", "run"], [41, 3, 1, "", "setup_convergence_controllers"], [41, 3, 1, "", "welcome_message"]], "core.ConvergenceController": [[42, 1, 1, "", "ConvergenceController"], [42, 1, 1, "", "Pars"], [42, 1, 1, "", "Status"]], "core.ConvergenceController.ConvergenceController": [[42, 3, 1, "", "Recv"], [42, 3, 1, "", "Send"], [42, 3, 1, "", "add_variable"], [42, 3, 1, "", "check_iteration_status"], [42, 3, 1, "", "check_parameters"], [42, 3, 1, "", "convergence_control"], [42, 3, 1, "", "debug"], [42, 3, 1, "", "dependencies"], [42, 3, 1, "", "determine_restart"], [42, 3, 1, "", "get_new_step_size"], [42, 3, 1, "", "log"], [42, 3, 1, "", "post_iteration_processing"], [42, 3, 1, "", "post_spread_processing"], [42, 3, 1, "", "post_step_processing"], [42, 3, 1, "", "pre_iteration_processing"], [42, 3, 1, "", "prepare_MPI_datatypes"], [42, 3, 1, "", "prepare_MPI_logical_operations"], [42, 3, 1, "", "prepare_next_block"], [42, 3, 1, "", "recv"], [42, 3, 1, "", "reset_buffers_nonMPI"], [42, 3, 1, "", "reset_status_variables"], [42, 3, 1, "", "reset_variable"], [42, 3, 1, "", "send"], [42, 3, 1, "", "setup"], [42, 3, 1, "", "setup_status_variables"]], "core.Errors": [[43, 5, 1, "", "CollocationError"], [43, 5, 1, "", "CommunicationError"], [43, 5, 1, "", "ControllerError"], [43, 5, 1, "", "ConvergenceError"], [43, 5, 1, "", "DataError"], [43, 5, 1, "", "ParameterError"], [43, 5, 1, "", "ProblemError"], [43, 5, 1, "", "ReadOnlyError"], [43, 5, 1, "", "TransferError"], [43, 5, 1, "", "UnlockError"]], "core.Hooks": [[44, 1, 1, "", "Entry"], [44, 1, 1, "", "hooks"]], "core.Hooks.Entry": [[44, 2, 1, "", "iter"], [44, 2, 1, "", "level"], [44, 2, 1, "", "num_restarts"], [44, 2, 1, "", "process"], [44, 2, 1, "", "process_sweeper"], [44, 2, 1, "", "sweep"], [44, 2, 1, "", "time"], [44, 2, 1, "", "type"]], "core.Hooks.hooks": [[44, 2, 1, "", "__num_restarts"], [44, 2, 1, "", "__stats"], [44, 3, 1, "", "add_to_stats"], [44, 2, 1, "id0", "entry"], [44, 3, 1, "", "increment_stats"], [44, 2, 1, "", "logger"], [44, 2, 1, "", "meta_data"], [44, 3, 1, "", "post_comm"], [44, 3, 1, "", "post_iteration"], [44, 3, 1, "", "post_predict"], [44, 3, 1, "", "post_run"], [44, 3, 1, "", "post_setup"], [44, 3, 1, "", "post_step"], [44, 3, 1, "", "post_sweep"], [44, 3, 1, "", "pre_comm"], [44, 3, 1, "", "pre_iteration"], [44, 3, 1, "", "pre_predict"], [44, 3, 1, "", "pre_run"], [44, 3, 1, "", "pre_setup"], [44, 3, 1, "", "pre_step"], [44, 3, 1, "", "pre_sweep"], [44, 3, 1, "", "reset_stats"], [44, 3, 1, "", "return_stats"]], "core.Lagrange": [[45, 1, 1, "", "LagrangeApproximation"], [45, 6, 1, "", "computeFejerRule"]], "core.Lagrange.LagrangeApproximation": [[45, 3, 1, "", "getIntegrationMatrix"], [45, 3, 1, "", "getInterpolationMatrix"], [45, 4, 1, "", "n"], [45, 2, 1, "", "points"], [45, 2, 1, "", "weights"]], "core.Level": [[46, 1, 1, "", "level"]], "core.Level.level": [[46, 4, 1, "", "dt"], [46, 2, 1, "", "f"], [46, 2, 1, "", "fold"], [46, 2, 1, "", "level_index"], [46, 2, 1, "", "params"], [46, 4, 1, "", "prob"], [46, 3, 1, "", "reset_level"], [46, 2, 1, "", "status"], [46, 4, 1, "", "sweep"], [46, 4, 1, "", "tag"], [46, 2, 1, "", "tau"], [46, 4, 1, "", "time"], [46, 2, 1, "", "u"], [46, 2, 1, "", "uend"], [46, 2, 1, "", "uold"]], "core.Nodes": [[47, 5, 1, "", "NodesError"], [47, 1, 1, "", "NodesGenerator"]], "core.Nodes.NodesGenerator": [[47, 3, 1, "", "evalOrthogPoly"], [47, 3, 1, "", "getNodes"], [47, 3, 1, "", "getOrthogPolyCoefficients"], [47, 3, 1, "", "getTridiagCoefficients"], [47, 2, 1, "", "node_type"], [47, 2, 1, "", "quad_type"]], "core.Problem": [[48, 1, 1, "", "WorkCounter"], [48, 1, 1, "", "ptype"]], "core.Problem.WorkCounter": [[48, 3, 1, "", "decrement"]], "core.Problem.ptype": [[48, 3, 1, "", "apply_mass_matrix"], [48, 2, 1, "", "dtype_f"], [48, 2, 1, "", "dtype_u"], [48, 3, 1, "", "eval_f"], [48, 4, 1, "", "f_init"], [48, 3, 1, "", "generate_scipy_reference_solution"], [48, 3, 1, "", "get_default_sweeper_class"], [48, 2, 1, "id0", "logger"], [48, 4, 1, "", "u_init"]], "core.SpaceTransfer": [[49, 1, 1, "", "space_transfer"]], "core.SpaceTransfer.space_transfer": [[49, 2, 1, "", "coarse_prob"], [49, 2, 1, "", "fine_prob"], [49, 2, 1, "", "logger"], [49, 2, 1, "", "params"], [49, 3, 1, "", "prolong"], [49, 3, 1, "", "restrict"]], "core.Step": [[50, 1, 1, "", "step"]], "core.Step.step": [[50, 3, 1, "", "connect_levels"], [50, 4, 1, "", "dt"], [50, 3, 1, "", "init_step"], [50, 2, 1, "", "levels"], [50, 2, 1, "", "logger"], [50, 4, 1, "", "next"], [50, 2, 1, "", "params"], [50, 4, 1, "", "prev"], [50, 3, 1, "", "reset_step"], [50, 2, 1, "", "status"], [50, 4, 1, "", "time"], [50, 3, 1, "", "transfer"]], "core.Sweeper": [[51, 1, 1, "", "sweeper"]], "core.Sweeper.sweeper": [[51, 2, 1, "", "coll"], [51, 3, 1, "", "compute_end_point"], [51, 3, 1, "", "compute_residual"], [51, 3, 1, "", "get_Qdelta_explicit"], [51, 3, 1, "", "get_Qdelta_implicit"], [51, 3, 1, "", "integrate"], [51, 4, 1, "", "level"], [51, 2, 1, "", "logger"], [51, 2, 1, "", "params"], [51, 3, 1, "", "predict"], [51, 4, 1, "", "rank"], [51, 3, 1, "", "update_nodes"]], "helpers": [[53, 0, 0, "-", "plot_helper"], [54, 0, 0, "-", "problem_helper"], [55, 0, 0, "-", "pysdc_helper"], [56, 0, 0, "-", "setup_helper"], [57, 0, 0, "-", "stats_helper"], [58, 0, 0, "-", "transfer_helper"], [59, 0, 0, "-", "visualization_tools"]], "helpers.plot_helper": [[53, 6, 1, "", "figsize"], [53, 6, 1, "", "figsize_by_journal"], [53, 6, 1, "", "newfig"], [53, 6, 1, "", "savefig"], [53, 6, 1, "", "setup_mpl"]], "helpers.problem_helper": [[54, 6, 1, "", "get_1d_grid"], [54, 6, 1, "", "get_finite_difference_matrix"], [54, 6, 1, "", "get_finite_difference_stencil"], [54, 6, 1, "", "get_steps"]], "helpers.pysdc_helper": [[55, 1, 1, "", "FrozenClass"]], "helpers.pysdc_helper.FrozenClass": [[55, 2, 1, "", "__isfrozen"], [55, 3, 1, "", "get"]], "helpers.setup_helper": [[56, 6, 1, "", "generate_description"]], "helpers.stats_helper": [[57, 6, 1, "", "filter_stats"], [57, 6, 1, "", "get_list_of_types"], [57, 6, 1, "", "get_sorted"], [57, 6, 1, "", "sort_stats"]], "helpers.transfer_helper": [[58, 6, 1, "", "border_padding"], [58, 6, 1, "", "continue_periodic_array"], [58, 6, 1, "", "interpolation_matrix_1d"], [58, 6, 1, "", "next_neighbors"], [58, 6, 1, "", "next_neighbors_periodic"], [58, 6, 1, "", "restriction_matrix_1d"]], "helpers.visualization_tools": [[59, 6, 1, "", "show_residual_across_simulation"]], "implementations": [[61, 0, 0, "-", "controller_classes"], [64, 0, 0, "-", "convergence_controller_classes"], [81, 0, 0, "-", "datatype_classes"], [87, 0, 0, "-", "problem_classes"], [142, 0, 0, "-", "sweeper_classes"], [155, 0, 0, "-", "transfer_classes"]], "implementations.controller_classes": [[62, 0, 0, "-", "controller_MPI"], [63, 0, 0, "-", "controller_nonMPI"]], "implementations.controller_classes.controller_MPI": [[62, 1, 1, "", "controller_MPI"]], "implementations.controller_classes.controller_MPI.controller_MPI": [[62, 3, 1, "", "check_iteration_estimate"], [62, 3, 1, "", "default"], [62, 3, 1, "", "it_check"], [62, 3, 1, "", "it_coarse"], [62, 3, 1, "", "it_down"], [62, 3, 1, "", "it_fine"], [62, 3, 1, "", "it_up"], [62, 3, 1, "", "pfasst"], [62, 3, 1, "", "predict"], [62, 3, 1, "", "recv"], [62, 3, 1, "", "recv_full"], [62, 3, 1, "", "restart_block"], [62, 3, 1, "", "run"], [62, 3, 1, "", "send_full"], [62, 3, 1, "", "spread"], [62, 3, 1, "", "wait_with_interrupt"]], "implementations.controller_classes.controller_nonMPI": [[63, 1, 1, "", "controller_nonMPI"]], "implementations.controller_classes.controller_nonMPI.controller_nonMPI": [[63, 3, 1, "", "default"], [63, 3, 1, "", "it_check"], [63, 3, 1, "", "it_coarse"], [63, 3, 1, "", "it_down"], [63, 3, 1, "", "it_fine"], [63, 3, 1, "", "it_up"], [63, 3, 1, "", "pfasst"], [63, 3, 1, "", "predict"], [63, 3, 1, "", "recv_full"], [63, 3, 1, "", "restart_block"], [63, 3, 1, "", "run"], [63, 3, 1, "", "send_full"], [63, 3, 1, "", "spread"]], "implementations.convergence_controller_classes": [[65, 0, 0, "-", "adaptive_collocation"], [66, 0, 0, "-", "adaptivity"], [67, 0, 0, "-", "basic_restarting"], [68, 0, 0, "-", "check_convergence"], [69, 0, 0, "-", "check_iteration_estimator"], [70, 0, 0, "-", "crash"], [71, 0, 0, "-", "estimate_contraction_factor"], [72, 0, 0, "-", "estimate_embedded_error"], [73, 0, 0, "-", "estimate_extrapolation_error"], [74, 0, 0, "-", "estimate_polynomial_error"], [75, 0, 0, "-", "hotrod"], [76, 0, 0, "-", "inexactness"], [77, 0, 0, "-", "interpolate_between_restarts"], [78, 0, 0, "-", "spread_step_sizes"], [79, 0, 0, "-", "step_size_limiter"], [80, 0, 0, "-", "store_uold"]], "implementations.convergence_controller_classes.adaptive_collocation": [[65, 1, 1, "", "AdaptiveCollocation"]], "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation": [[65, 3, 1, "", "check_parameters"], [65, 3, 1, "", "matmul"], [65, 3, 1, "", "post_iteration_processing"], [65, 3, 1, "", "post_spread_processing"], [65, 3, 1, "", "reset_status_variables"], [65, 3, 1, "", "setup"], [65, 3, 1, "", "setup_status_variables"], [65, 3, 1, "", "switch_sweeper"]], "implementations.convergence_controller_classes.adaptivity": [[66, 1, 1, "", "Adaptivity"], [66, 1, 1, "", "AdaptivityBase"], [66, 1, 1, "", "AdaptivityCollocation"], [66, 1, 1, "", "AdaptivityExtrapolationWithinQ"], [66, 1, 1, "", "AdaptivityForConvergedCollocationProblems"], [66, 1, 1, "", "AdaptivityPolynomialError"], [66, 1, 1, "", "AdaptivityRK"], [66, 1, 1, "", "AdaptivityResidual"]], "implementations.convergence_controller_classes.adaptivity.Adaptivity": [[66, 3, 1, "", "check_parameters"], [66, 3, 1, "", "dependencies"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityBase": [[66, 3, 1, "", "compute_optimal_step_size"], [66, 3, 1, "", "dependencies"], [66, 3, 1, "", "determine_restart"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation": [[66, 3, 1, "", "check_parameters"], [66, 3, 1, "", "dependencies"], [66, 3, 1, "", "determine_restart"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "post_iteration_processing"], [66, 3, 1, "", "reset_status_variables"], [66, 3, 1, "", "setup"], [66, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ": [[66, 3, 1, "", "dependencies"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems": [[66, 3, 1, "", "dependencies"], [66, 3, 1, "", "determine_restart"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "setup"], [66, 3, 1, "", "trigger_restart_upon_nonconvergence"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError": [[66, 3, 1, "", "dependencies"], [66, 3, 1, "", "get_convergence"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityRK": [[66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual": [[66, 3, 1, "", "check_parameters"], [66, 3, 1, "", "get_local_error_estimate"], [66, 3, 1, "", "get_new_step_size"], [66, 3, 1, "", "setup"], [66, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.basic_restarting": [[67, 1, 1, "", "BasicRestarting"], [67, 1, 1, "", "BasicRestartingMPI"], [67, 1, 1, "", "BasicRestartingNonMPI"]], "implementations.convergence_controller_classes.basic_restarting.BasicRestarting": [[67, 3, 1, "", "dependencies"], [67, 3, 1, "", "determine_restart"], [67, 3, 1, "", "get_implementation"], [67, 3, 1, "", "reset_status_variables"], [67, 3, 1, "", "setup"], [67, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI": [[67, 3, 1, "", "determine_restart"], [67, 3, 1, "", "prepare_next_block"]], "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI": [[67, 3, 1, "", "determine_restart"], [67, 3, 1, "", "prepare_next_block"], [67, 3, 1, "", "reset_buffers_nonMPI"]], "implementations.convergence_controller_classes.check_convergence": [[68, 1, 1, "", "CheckConvergence"]], "implementations.convergence_controller_classes.check_convergence.CheckConvergence": [[68, 3, 1, "", "check_convergence"], [68, 3, 1, "", "check_iteration_status"], [68, 3, 1, "", "communicate_convergence"], [68, 3, 1, "", "dependencies"], [68, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.check_iteration_estimator": [[69, 1, 1, "", "CheckIterationEstimatorNonMPI"]], "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI": [[69, 3, 1, "", "check_iteration_status"], [69, 3, 1, "", "check_parameters"], [69, 3, 1, "", "dependencies"], [69, 3, 1, "", "reset_buffers_nonMPI"], [69, 3, 1, "", "setup"], [69, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.crash": [[70, 1, 1, "", "CrashBase"], [70, 1, 1, "", "StopAtMaxRuntime"], [70, 1, 1, "", "StopAtNan"]], "implementations.convergence_controller_classes.crash.CrashBase": [[70, 3, 1, "", "communicate_crash"]], "implementations.convergence_controller_classes.crash.StopAtMaxRuntime": [[70, 3, 1, "", "prepare_next_block"], [70, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.crash.StopAtNan": [[70, 3, 1, "", "prepare_next_block"], [70, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.estimate_contraction_factor": [[71, 1, 1, "", "EstimateContractionFactor"]], "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor": [[71, 3, 1, "", "dependencies"], [71, 3, 1, "", "post_iteration_processing"], [71, 3, 1, "", "pre_iteration_processing"], [71, 3, 1, "", "reset_status_variables"], [71, 3, 1, "", "setup"], [71, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_embedded_error": [[72, 1, 1, "", "EstimateEmbeddedError"], [72, 1, 1, "", "EstimateEmbeddedErrorCollocation"], [72, 1, 1, "", "EstimateEmbeddedErrorLinearizedMPI"], [72, 1, 1, "", "EstimateEmbeddedErrorLinearizedNonMPI"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError": [[72, 3, 1, "", "dependencies"], [72, 3, 1, "", "estimate_embedded_error_serial"], [72, 3, 1, "", "get_implementation"], [72, 3, 1, "", "post_iteration_processing"], [72, 3, 1, "", "reset_status_variables"], [72, 3, 1, "", "setup"], [72, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation": [[72, 3, 1, "", "dependencies"], [72, 3, 1, "", "post_iteration_processing"], [72, 3, 1, "", "reset_status_variables"], [72, 3, 1, "", "setup"], [72, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedMPI": [[72, 3, 1, "", "post_iteration_processing"]], "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI": [[72, 3, 1, "", "post_iteration_processing"], [72, 3, 1, "", "reset_buffers_nonMPI"], [72, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.estimate_extrapolation_error": [[73, 1, 1, "", "EstimateExtrapolationErrorBase"], [73, 1, 1, "", "EstimateExtrapolationErrorNonMPI"], [73, 1, 1, "", "EstimateExtrapolationErrorWithinQ"]], "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase": [[73, 3, 1, "", "check_parameters"], [73, 3, 1, "", "get_extrapolation_coefficients"], [73, 3, 1, "", "reset_status_variables"], [73, 3, 1, "", "setup"], [73, 3, 1, "", "setup_status_variables"], [73, 3, 1, "", "store_values"]], "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI": [[73, 3, 1, "", "get_extrapolated_error"], [73, 3, 1, "", "get_extrapolated_solution"], [73, 3, 1, "", "post_iteration_processing"], [73, 3, 1, "", "prepare_next_block"], [73, 3, 1, "", "setup"], [73, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ": [[73, 3, 1, "", "post_iteration_processing"], [73, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.estimate_polynomial_error": [[74, 1, 1, "", "EstimatePolynomialError"]], "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError": [[74, 3, 1, "", "check_parameters"], [74, 3, 1, "", "matmul"], [74, 3, 1, "", "post_iteration_processing"], [74, 3, 1, "", "reset_status_variables"], [74, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.hotrod": [[75, 1, 1, "", "HotRod"]], "implementations.convergence_controller_classes.hotrod.HotRod": [[75, 3, 1, "", "check_parameters"], [75, 3, 1, "", "dependencies"], [75, 3, 1, "", "determine_restart"], [75, 3, 1, "", "post_iteration_processing"], [75, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.inexactness": [[76, 1, 1, "", "NewtonInexactness"]], "implementations.convergence_controller_classes.inexactness.NewtonInexactness": [[76, 3, 1, "", "dependencies"], [76, 3, 1, "", "post_iteration_processing"], [76, 3, 1, "", "set_maxiter"], [76, 3, 1, "", "set_tolerance"], [76, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.interpolate_between_restarts": [[77, 1, 1, "", "InterpolateBetweenRestarts"]], "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts": [[77, 3, 1, "", "post_iteration_processing"], [77, 3, 1, "", "post_spread_processing"], [77, 3, 1, "", "setup"], [77, 3, 1, "", "setup_status_variables"]], "implementations.convergence_controller_classes.spread_step_sizes": [[78, 1, 1, "", "SpreadStepSizesBlockwise"], [78, 1, 1, "", "SpreadStepSizesBlockwiseMPI"], [78, 1, 1, "", "SpreadStepSizesBlockwiseNonMPI"]], "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise": [[78, 3, 1, "", "get_implementation"], [78, 3, 1, "", "get_step_from_which_to_spread"], [78, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI": [[78, 3, 1, "", "get_step_from_which_to_spread"], [78, 3, 1, "", "prepare_next_block"]], "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI": [[78, 3, 1, "", "get_step_from_which_to_spread"], [78, 3, 1, "", "prepare_next_block"]], "implementations.convergence_controller_classes.step_size_limiter": [[79, 1, 1, "", "StepSizeLimiter"], [79, 1, 1, "", "StepSizeSlopeLimiter"]], "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter": [[79, 3, 1, "", "dependencies"], [79, 3, 1, "", "get_new_step_size"], [79, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter": [[79, 3, 1, "", "get_new_step_size"], [79, 3, 1, "", "setup"]], "implementations.convergence_controller_classes.store_uold": [[80, 1, 1, "", "StoreUOld"]], "implementations.convergence_controller_classes.store_uold.StoreUOld": [[80, 3, 1, "", "post_iteration_processing"], [80, 3, 1, "", "post_spread_processing"], [80, 3, 1, "", "setup"]], "implementations.datatype_classes": [[82, 0, 0, "-", "cupy_mesh"], [83, 0, 0, "-", "fenics_mesh"], [84, 0, 0, "-", "mesh"], [85, 0, 0, "-", "particles"], [86, 0, 0, "-", "petsc_vec"]], "implementations.datatype_classes.cupy_mesh": [[82, 1, 1, "", "comp2_cupy_mesh"], [82, 1, 1, "", "cupy_mesh"], [82, 1, 1, "", "imex_cupy_mesh"]], "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh": [[82, 2, 1, "", "comp1"], [82, 2, 1, "", "comp2"]], "implementations.datatype_classes.cupy_mesh.cupy_mesh": [[82, 3, 1, "", "bcast"], [82, 4, 1, "", "comm"], [82, 3, 1, "", "irecv"], [82, 3, 1, "", "isend"]], "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh": [[82, 2, 1, "", "expl"], [82, 2, 1, "", "impl"]], "implementations.datatype_classes.fenics_mesh": [[83, 1, 1, "", "fenics_mesh"], [83, 1, 1, "", "rhs_fenics_mesh"]], "implementations.datatype_classes.fenics_mesh.fenics_mesh": [[83, 2, 1, "", "values"]], "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh": [[83, 2, 1, "", "expl"], [83, 2, 1, "", "impl"]], "implementations.datatype_classes.mesh": [[84, 1, 1, "", "comp2_mesh"], [84, 1, 1, "", "imex_mesh"], [84, 1, 1, "", "mesh"]], "implementations.datatype_classes.mesh.comp2_mesh": [[84, 2, 1, "", "comp1"], [84, 2, 1, "", "comp2"]], "implementations.datatype_classes.mesh.imex_mesh": [[84, 2, 1, "", "expl"], [84, 2, 1, "", "impl"]], "implementations.datatype_classes.mesh.mesh": [[84, 2, 1, "", "_comm"], [84, 3, 1, "", "bcast"], [84, 4, 1, "", "comm"], [84, 3, 1, "", "irecv"], [84, 3, 1, "", "isend"]], "implementations.datatype_classes.particles": [[85, 1, 1, "", "acceleration"], [85, 1, 1, "", "fields"], [85, 1, 1, "", "particles"]], "implementations.datatype_classes.particles.fields": [[85, 2, 1, "", "elec"], [85, 1, 1, "", "electric"], [85, 2, 1, "", "magn"], [85, 1, 1, "", "magnetic"]], "implementations.datatype_classes.particles.particles": [[85, 3, 1, "", "isend"], [85, 2, 1, "", "pos"], [85, 1, 1, "", "position"], [85, 3, 1, "", "recv"], [85, 3, 1, "", "send"], [85, 2, 1, "", "vel"], [85, 1, 1, "", "velocity"]], "implementations.datatype_classes.petsc_vec": [[86, 1, 1, "", "petsc_vec"], [86, 1, 1, "", "petsc_vec_comp2"], [86, 1, 1, "", "petsc_vec_imex"]], "implementations.datatype_classes.petsc_vec.petsc_vec": [[86, 3, 1, "", "bcast"], [86, 3, 1, "", "irecv"], [86, 3, 1, "", "isend"]], "implementations.datatype_classes.petsc_vec.petsc_vec_comp2": [[86, 2, 1, "", "expl"], [86, 2, 1, "", "impl"]], "implementations.datatype_classes.petsc_vec.petsc_vec_imex": [[86, 2, 1, "", "expl"], [86, 2, 1, "", "impl"]], "implementations.problem_classes": [[88, 0, 0, "-", "AcousticAdvection_1D_FD_imex"], [89, 0, 0, "-", "AdvectionDiffusionEquation_1D_FFT"], [90, 0, 0, "-", "AdvectionEquation_ND_FD"], [91, 0, 0, "-", "AllenCahn_1D_FD"], [92, 0, 0, "-", "AllenCahn_2D_FD"], [94, 0, 0, "-", "AllenCahn_2D_FFT"], [95, 0, 0, "-", "AllenCahn_2D_FFT_gpu"], [96, 0, 0, "-", "AllenCahn_MPIFFT"], [97, 0, 0, "-", "AllenCahn_Temp_MPIFFT"], [98, 0, 0, "-", "Auzinger_implicit"], [99, 0, 0, "-", "Battery"], [100, 0, 0, "-", "Boussinesq_2D_FD_imex"], [101, 0, 0, "-", "BuckConverter"], [102, 0, 0, "-", "DiscontinuousTestODE"], [103, 0, 0, "-", "FastWaveSlowWave_0D"], [104, 0, 0, "-", "FermiPastaUlamTsingou"], [105, 0, 0, "-", "FullSolarSystem"], [106, 0, 0, "-", "GeneralizedFisher_1D_FD_implicit"], [107, 0, 0, "-", "GeneralizedFisher_1D_PETSc"], [108, 0, 0, "-", "GrayScott_1D_FEniCS_implicit"], [109, 0, 0, "-", "GrayScott_2D_PETSc_periodic"], [110, 0, 0, "-", "GrayScott_MPIFFT"], [111, 0, 0, "-", "HarmonicOscillator"], [112, 0, 0, "-", "HeatEquation_1D_FEniCS_matrix_forced"], [113, 0, 0, "-", "HeatEquation_1D_FEniCS_weak_forced"], [114, 0, 0, "-", "HeatEquation_2D_PETSc_forced"], [115, 0, 0, "-", "HeatEquation_ND_FD"], [117, 0, 0, "-", "HenonHeiles"], [118, 0, 0, "-", "LogisticEquation"], [119, 0, 0, "-", "Lorenz"], [120, 0, 0, "-", "NonlinearSchroedinger_MPIFFT"], [121, 0, 0, "-", "OuterSolarSystem"], [122, 0, 0, "-", "PenningTrap_3D"], [123, 0, 0, "-", "Piline"], [124, 0, 0, "-", "Quench"], [125, 0, 0, "-", "TestEquation_0D"], [126, 0, 0, "-", "Van_der_Pol_implicit"], [127, 0, 0, "-", "VorticityVelocity_2D_FEniCS_periodic"], [128, 0, 0, "-", "acoustic_helpers"], [132, 0, 0, "-", "boussinesq_helpers"], [139, 0, 0, "-", "generic_ND_FD"], [140, 0, 0, "-", "nonlinear_ODE_1"], [141, 0, 0, "-", "polynomial_test_problem"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex": [[88, 1, 1, "", "acoustic_1d_imex"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex": [[88, 2, 1, "", "A"], [88, 2, 1, "", "Dx"], [88, 2, 1, "", "Id"], [88, 2, 1, "", "dtype_f"], [88, 2, 1, "", "dtype_u"], [88, 2, 1, "", "dx"], [88, 3, 1, "", "eval_f"], [88, 2, 1, "", "mesh"], [88, 3, 1, "", "solve_system"], [88, 3, 1, "", "u_exact"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT": [[89, 1, 1, "", "advectiondiffusion1d_imex"], [89, 1, 1, "", "advectiondiffusion1d_implicit"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex": [[89, 2, 1, "", "ddx"], [89, 2, 1, "", "dtype_f"], [89, 2, 1, "", "dtype_u"], [89, 3, 1, "", "eval_f"], [89, 2, 1, "", "lap"], [89, 3, 1, "", "solve_system"], [89, 3, 1, "", "u_exact"], [89, 2, 1, "", "xvalues"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit": [[89, 2, 1, "", "dtype_f"], [89, 2, 1, "", "dtype_u"], [89, 3, 1, "", "eval_f"], [89, 3, 1, "", "solve_system"]], "implementations.problem_classes.AdvectionEquation_ND_FD": [[90, 1, 1, "", "advectionNd"]], "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd": [[90, 2, 1, "", "A"], [90, 2, 1, "", "Id"], [90, 3, 1, "", "u_exact"]], "implementations.problem_classes.AllenCahn_1D_FD": [[91, 1, 1, "", "allencahn_front_finel"], [91, 1, 1, "", "allencahn_front_fullyimplicit"], [91, 1, 1, "", "allencahn_front_semiimplicit"], [91, 1, 1, "", "allencahn_periodic_fullyimplicit"], [91, 1, 1, "", "allencahn_periodic_multiimplicit"], [91, 1, 1, "", "allencahn_periodic_semiimplicit"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel": [[91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit": [[91, 2, 1, "", "A"], [91, 2, 1, "", "dtype_f"], [91, 2, 1, "", "dtype_u"], [91, 2, 1, "", "dx"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"], [91, 3, 1, "", "u_exact"], [91, 2, 1, "", "uext"], [91, 2, 1, "", "work_counters"], [91, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit": [[91, 2, 1, "", "dtype_f"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit": [[91, 2, 1, "", "A"], [91, 2, 1, "", "dtype_f"], [91, 2, 1, "", "dtype_u"], [91, 2, 1, "", "dx"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"], [91, 3, 1, "", "u_exact"], [91, 2, 1, "", "work_counters"], [91, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit": [[91, 2, 1, "", "dtype_f"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system_1"], [91, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit": [[91, 2, 1, "", "dtype_f"], [91, 3, 1, "", "eval_f"], [91, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_2D_FD": [[92, 1, 1, "", "allencahn_fullyimplicit"], [92, 1, 1, "", "allencahn_multiimplicit"], [92, 1, 1, "", "allencahn_multiimplicit_v2"], [92, 1, 1, "", "allencahn_semiimplicit"], [92, 1, 1, "", "allencahn_semiimplicit_v2"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit": [[92, 2, 1, "", "A"], [92, 2, 1, "", "dtype_f"], [92, 2, 1, "", "dtype_u"], [92, 2, 1, "", "dx"], [92, 3, 1, "", "eval_f"], [92, 2, 1, "", "lin_itercount"], [92, 2, 1, "", "lin_ncalls"], [92, 2, 1, "", "newton_itercount"], [92, 2, 1, "", "newton_ncalls"], [92, 3, 1, "", "solve_system"], [92, 3, 1, "", "u_exact"], [92, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system_1"], [92, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system_1"], [92, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system"], [92, 3, 1, "", "u_exact"]], "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2": [[92, 2, 1, "", "dtype_f"], [92, 3, 1, "", "eval_f"], [92, 3, 1, "", "solve_system"]], "implementations.problem_classes.AllenCahn_2D_FFT": [[94, 1, 1, "", "allencahn2d_imex"], [94, 1, 1, "", "allencahn2d_imex_stab"]], "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex": [[94, 2, 1, "", "dtype_f"], [94, 2, 1, "", "dtype_u"], [94, 2, 1, "", "dx"], [94, 3, 1, "", "eval_f"], [94, 2, 1, "", "lap"], [94, 3, 1, "", "solve_system"], [94, 3, 1, "", "u_exact"], [94, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab": [[94, 2, 1, "", "dx"], [94, 3, 1, "", "eval_f"], [94, 2, 1, "", "lap"], [94, 3, 1, "", "solve_system"], [94, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu": [[95, 1, 1, "", "allencahn2d_imex"], [95, 1, 1, "", "allencahn2d_imex_stab"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex": [[95, 2, 1, "", "dtype_f"], [95, 2, 1, "", "dtype_u"], [95, 2, 1, "", "dx"], [95, 3, 1, "", "eval_f"], [95, 2, 1, "", "lap"], [95, 3, 1, "", "solve_system"], [95, 3, 1, "", "u_exact"], [95, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab": [[95, 2, 1, "", "dx"], [95, 3, 1, "", "eval_f"], [95, 2, 1, "", "lap"], [95, 3, 1, "", "solve_system"], [95, 2, 1, "", "xvalues"]], "implementations.problem_classes.AllenCahn_MPIFFT": [[96, 1, 1, "", "allencahn_imex"], [96, 1, 1, "", "allencahn_imex_timeforcing"]], "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex": [[96, 2, 1, "", "K2"], [96, 2, 1, "", "X"], [96, 2, 1, "", "dtype_f"], [96, 2, 1, "", "dtype_u"], [96, 2, 1, "", "dx"], [96, 2, 1, "", "dy"], [96, 3, 1, "", "eval_f"], [96, 2, 1, "", "fft"], [96, 3, 1, "", "solve_system"], [96, 3, 1, "", "u_exact"]], "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex_timeforcing": [[96, 3, 1, "", "eval_f"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT": [[97, 1, 1, "", "allencahn_temp_imex"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex": [[97, 2, 1, "", "D"], [97, 2, 1, "", "K2"], [97, 2, 1, "", "L"], [97, 2, 1, "", "TM"], [97, 2, 1, "", "X"], [97, 2, 1, "", "comm"], [97, 2, 1, "", "dtype_f"], [97, 2, 1, "", "dtype_u"], [97, 2, 1, "", "dw"], [97, 2, 1, "", "dx"], [97, 2, 1, "", "dy"], [97, 2, 1, "", "eps"], [97, 3, 1, "", "eval_f"], [97, 2, 1, "", "fft"], [97, 2, 1, "", "init_type"], [97, 2, 1, "", "nvars"], [97, 2, 1, "", "radius"], [97, 3, 1, "", "solve_system"], [97, 2, 1, "", "spectral"], [97, 3, 1, "", "u_exact"]], "implementations.problem_classes.Auzinger_implicit": [[98, 1, 1, "", "auzinger"]], "implementations.problem_classes.Auzinger_implicit.auzinger": [[98, 2, 1, "", "dtype_f"], [98, 2, 1, "", "dtype_u"], [98, 3, 1, "", "eval_f"], [98, 2, 1, "", "newton_maxiter"], [98, 2, 1, "", "newton_tol"], [98, 3, 1, "", "solve_system"], [98, 3, 1, "", "u_exact"]], "implementations.problem_classes.Battery": [[99, 1, 1, "", "battery"], [99, 1, 1, "", "battery_implicit"], [99, 1, 1, "", "battery_n_capacitors"]], "implementations.problem_classes.Battery.battery": [[99, 2, 1, "", "dtype_f"], [99, 3, 1, "", "eval_f"], [99, 3, 1, "", "solve_system"], [99, 3, 1, "", "u_exact"]], "implementations.problem_classes.Battery.battery_implicit": [[99, 2, 1, "", "dtype_f"], [99, 3, 1, "", "eval_f"], [99, 3, 1, "", "solve_system"], [99, 2, 1, "", "work_counters"]], "implementations.problem_classes.Battery.battery_n_capacitors": [[99, 2, 1, "", "A"], [99, 3, 1, "", "count_switches"], [99, 2, 1, "", "dtype_f"], [99, 2, 1, "", "dtype_u"], [99, 3, 1, "", "eval_f"], [99, 3, 1, "", "get_problem_dict"], [99, 3, 1, "", "get_switching_info"], [99, 2, 1, "", "nswitches"], [99, 3, 1, "", "solve_system"], [99, 2, 1, "", "switch_A"], [99, 2, 1, "", "switch_f"], [99, 2, 1, "", "t_switch"], [99, 3, 1, "", "u_exact"]], "implementations.problem_classes.Boussinesq_2D_FD_imex": [[100, 1, 1, "", "boussinesq_2d_imex"]], "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex": [[100, 2, 1, "", "D_upwind"], [100, 2, 1, "", "Id"], [100, 2, 1, "", "M"], [100, 2, 1, "", "N"], [100, 2, 1, "", "bc_hor"], [100, 2, 1, "", "bc_ver"], [100, 2, 1, "", "dtype_f"], [100, 2, 1, "", "dtype_u"], [100, 3, 1, "", "eval_f"], [100, 2, 1, "", "gmres_logger"], [100, 2, 1, "", "h"], [100, 3, 1, "", "solve_system"], [100, 3, 1, "", "u_exact"], [100, 2, 1, "", "xx"], [100, 2, 1, "", "zz"]], "implementations.problem_classes.BuckConverter": [[101, 1, 1, "", "buck_converter"]], "implementations.problem_classes.BuckConverter.buck_converter": [[101, 2, 1, "", "A"], [101, 2, 1, "", "dtype_f"], [101, 2, 1, "", "dtype_u"], [101, 3, 1, "", "eval_f"], [101, 3, 1, "", "solve_system"], [101, 3, 1, "", "u_exact"]], "implementations.problem_classes.DiscontinuousTestODE": [[102, 1, 1, "", "DiscontinuousTestODE"]], "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE": [[102, 3, 1, "", "count_switches"], [102, 2, 1, "", "dtype_f"], [102, 2, 1, "", "dtype_u"], [102, 3, 1, "", "eval_f"], [102, 3, 1, "", "get_switching_info"], [102, 2, 1, "", "nswitches"], [102, 3, 1, "", "solve_system"], [102, 2, 1, "", "t_switch"], [102, 2, 1, "", "t_switch_exact"], [102, 3, 1, "", "u_exact"], [102, 2, 1, "", "work_counters"]], "implementations.problem_classes.FastWaveSlowWave_0D": [[103, 1, 1, "", "swfw_scalar"]], "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar": [[103, 2, 1, "", "dtype_f"], [103, 2, 1, "", "dtype_u"], [103, 3, 1, "", "eval_f"], [103, 3, 1, "", "solve_system"], [103, 3, 1, "", "u_exact"]], "implementations.problem_classes.FermiPastaUlamTsingou": [[104, 1, 1, "", "fermi_pasta_ulam_tsingou"]], "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou": [[104, 2, 1, "", "dtype_f"], [104, 2, 1, "", "dtype_u"], [104, 2, 1, "", "dx"], [104, 3, 1, "", "eval_f"], [104, 3, 1, "", "eval_hamiltonian"], [104, 3, 1, "", "eval_mode_energy"], [104, 2, 1, "", "ones"], [104, 3, 1, "", "u_exact"], [104, 2, 1, "", "xvalues"]], "implementations.problem_classes.FullSolarSystem": [[105, 1, 1, "", "full_solar_system"]], "implementations.problem_classes.FullSolarSystem.full_solar_system": [[105, 2, 1, "", "G"], [105, 2, 1, "", "dtype_f"], [105, 2, 1, "", "dtype_u"], [105, 3, 1, "", "u_exact"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit": [[106, 1, 1, "", "generalized_fisher"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher": [[106, 2, 1, "", "A"], [106, 2, 1, "", "dtype_f"], [106, 2, 1, "", "dtype_u"], [106, 2, 1, "", "dx"], [106, 3, 1, "", "eval_f"], [106, 3, 1, "", "solve_system"], [106, 3, 1, "", "u_exact"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc": [[107, 1, 1, "", "Fisher_full"], [107, 1, 1, "", "Fisher_reaction"], [107, 1, 1, "", "petsc_fisher_fullyimplicit"], [107, 1, 1, "", "petsc_fisher_multiimplicit"], [107, 1, 1, "", "petsc_fisher_semiimplicit"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full": [[107, 2, 1, "", "col"], [107, 3, 1, "", "formFunction"], [107, 3, 1, "", "formJacobian"], [107, 2, 1, "", "localX"], [107, 2, 1, "", "mx"], [107, 2, 1, "", "row"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction": [[107, 3, 1, "", "formFunction"], [107, 3, 1, "", "formJacobian"], [107, 2, 1, "", "localX"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit": [[107, 2, 1, "", "dtype_f"], [107, 3, 1, "", "eval_f"], [107, 3, 1, "", "solve_system"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit": [[107, 2, 1, "", "A"], [107, 2, 1, "", "F"], [107, 2, 1, "", "J"], [107, 2, 1, "", "dtype_f"], [107, 2, 1, "", "dtype_u"], [107, 2, 1, "", "dx"], [107, 3, 1, "", "eval_f"], [107, 3, 1, "", "get_sys_mat"], [107, 2, 1, "", "ksp"], [107, 2, 1, "", "localX"], [107, 2, 1, "", "snes"], [107, 3, 1, "", "solve_system_1"], [107, 3, 1, "", "solve_system_2"], [107, 3, 1, "", "u_exact"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit": [[107, 2, 1, "", "dtype_f"], [107, 3, 1, "", "eval_f"], [107, 3, 1, "", "solve_system"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit": [[108, 1, 1, "", "fenics_grayscott"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott": [[108, 2, 1, "", "F"], [108, 2, 1, "", "F1"], [108, 2, 1, "", "F2"], [108, 2, 1, "", "M"], [108, 2, 1, "", "V"], [108, 2, 1, "", "dtype_f"], [108, 2, 1, "", "dtype_u"], [108, 3, 1, "", "eval_f"], [108, 3, 1, "", "solve_system"], [108, 3, 1, "", "u_exact"], [108, 2, 1, "", "w"], [108, 2, 1, "", "w1"], [108, 2, 1, "", "w2"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic": [[109, 1, 1, "", "GS_full"], [109, 1, 1, "", "GS_reaction"], [109, 1, 1, "", "petsc_grayscott_fullyimplicit"], [109, 1, 1, "", "petsc_grayscott_multiimplicit"], [109, 1, 1, "", "petsc_grayscott_semiimplicit"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full": [[109, 3, 1, "", "formFunction"], [109, 3, 1, "", "formJacobian"], [109, 2, 1, "", "localX"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction": [[109, 3, 1, "", "formFunction"], [109, 3, 1, "", "formJacobian"], [109, 2, 1, "", "localX"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit": [[109, 2, 1, "", "dtype_f"], [109, 3, 1, "", "eval_f"], [109, 3, 1, "", "solve_system"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit": [[109, 2, 1, "", "AMat"], [109, 2, 1, "", "Id"], [109, 2, 1, "", "dtype_f"], [109, 2, 1, "", "dtype_u"], [109, 2, 1, "", "dx"], [109, 2, 1, "", "dy"], [109, 3, 1, "", "eval_f"], [109, 2, 1, "", "ksp"], [109, 2, 1, "", "localX"], [109, 2, 1, "", "snes"], [109, 2, 1, "", "snes_itercount"], [109, 2, 1, "", "snes_ncalls"], [109, 3, 1, "", "solve_system_1"], [109, 3, 1, "", "solve_system_2"], [109, 3, 1, "", "u_exact"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit": [[109, 2, 1, "", "dtype_f"], [109, 3, 1, "", "eval_f"], [109, 3, 1, "", "solve_system"]], "implementations.problem_classes.GrayScott_MPIFFT": [[110, 1, 1, "", "grayscott_imex_diffusion"], [110, 1, 1, "", "grayscott_imex_linear"], [110, 1, 1, "", "grayscott_mi_diffusion"], [110, 1, 1, "", "grayscott_mi_linear"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion": [[110, 2, 1, "", "Ku"], [110, 2, 1, "", "Kv"], [110, 2, 1, "", "X"], [110, 2, 1, "", "dtype_f"], [110, 2, 1, "", "dtype_u"], [110, 3, 1, "", "eval_f"], [110, 2, 1, "", "fft"], [110, 2, 1, "", "ndim"], [110, 3, 1, "", "solve_system"], [110, 3, 1, "", "u_exact"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_linear": [[110, 3, 1, "", "eval_f"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion": [[110, 2, 1, "", "Ku"], [110, 2, 1, "", "Kv"], [110, 2, 1, "", "X"], [110, 2, 1, "", "dtype_f"], [110, 3, 1, "", "eval_f"], [110, 2, 1, "", "fft"], [110, 2, 1, "", "ndim"], [110, 3, 1, "", "solve_system_1"], [110, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear": [[110, 2, 1, "", "dtype_f"], [110, 3, 1, "", "eval_f"], [110, 3, 1, "", "solve_system_1"], [110, 3, 1, "", "solve_system_2"]], "implementations.problem_classes.HarmonicOscillator": [[111, 1, 1, "", "harmonic_oscillator"]], "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator": [[111, 2, 1, "", "dtype_f"], [111, 2, 1, "", "dtype_u"], [111, 3, 1, "", "eval_f"], [111, 3, 1, "", "eval_hamiltonian"], [111, 3, 1, "", "u_exact"], [111, 3, 1, "", "u_init"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced": [[112, 1, 1, "", "fenics_heat"], [112, 1, 1, "", "fenics_heat_mass"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat": [[112, 2, 1, "", "K"], [112, 2, 1, "", "M"], [112, 2, 1, "", "V"], [112, 3, 1, "", "apply_mass_matrix"], [112, 2, 1, "", "bc"], [112, 2, 1, "", "dtype_f"], [112, 2, 1, "", "dtype_u"], [112, 3, 1, "", "eval_f"], [112, 2, 1, "", "g"], [112, 3, 1, "", "solve_system"], [112, 3, 1, "", "u_exact"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass": [[112, 2, 1, "", "K"], [112, 2, 1, "", "M"], [112, 2, 1, "", "V"], [112, 2, 1, "", "bc"], [112, 3, 1, "", "eval_f"], [112, 2, 1, "", "g"], [112, 3, 1, "", "solve_system"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced": [[113, 1, 1, "", "fenics_heat_weak_fullyimplicit"], [113, 1, 1, "", "fenics_heat_weak_imex"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit": [[113, 2, 1, "", "M"], [113, 2, 1, "", "V"], [113, 2, 1, "", "a_K"], [113, 2, 1, "", "bc"], [113, 2, 1, "", "dtype_f"], [113, 2, 1, "", "dtype_u"], [113, 3, 1, "", "eval_f"], [113, 2, 1, "", "g"], [113, 3, 1, "", "solve_system"], [113, 3, 1, "", "u_exact"], [113, 2, 1, "", "w"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex": [[113, 2, 1, "", "M"], [113, 2, 1, "", "V"], [113, 2, 1, "", "a_K"], [113, 2, 1, "", "bc"], [113, 2, 1, "", "dtype_f"], [113, 2, 1, "", "dtype_u"], [113, 3, 1, "", "eval_f"], [113, 2, 1, "", "g"], [113, 3, 1, "", "solve_system"], [113, 2, 1, "", "u"], [113, 3, 1, "", "u_exact"], [113, 2, 1, "", "v"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced": [[114, 1, 1, "", "heat2d_petsc_forced"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced": [[114, 2, 1, "", "A"], [114, 2, 1, "", "Id"], [114, 2, 1, "", "dtype_f"], [114, 2, 1, "", "dtype_u"], [114, 2, 1, "", "dx"], [114, 2, 1, "", "dy"], [114, 3, 1, "", "eval_f"], [114, 2, 1, "", "ksp"], [114, 2, 1, "", "ksp_itercount"], [114, 2, 1, "", "ksp_ncalls"], [114, 3, 1, "", "solve_system"], [114, 3, 1, "", "u_exact"]], "implementations.problem_classes.HeatEquation_ND_FD": [[115, 1, 1, "", "heatNd_forced"], [115, 1, 1, "", "heatNd_unforced"]], "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced": [[115, 2, 1, "", "dtype_f"], [115, 3, 1, "", "eval_f"], [115, 3, 1, "", "u_exact"]], "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced": [[115, 2, 1, "", "A"], [115, 2, 1, "", "Id"], [115, 3, 1, "", "u_exact"]], "implementations.problem_classes.HenonHeiles": [[117, 1, 1, "", "henon_heiles"]], "implementations.problem_classes.HenonHeiles.henon_heiles": [[117, 2, 1, "", "dtype_f"], [117, 2, 1, "", "dtype_u"], [117, 3, 1, "", "eval_f"], [117, 3, 1, "", "eval_hamiltonian"], [117, 3, 1, "", "u_exact"]], "implementations.problem_classes.LogisticEquation": [[118, 1, 1, "", "logistics_equation"]], "implementations.problem_classes.LogisticEquation.logistics_equation": [[118, 2, 1, "", "dtype_f"], [118, 2, 1, "", "dtype_u"], [118, 3, 1, "", "eval_f"], [118, 3, 1, "", "solve_system"], [118, 3, 1, "", "u_exact"]], "implementations.problem_classes.Lorenz": [[119, 1, 1, "", "LorenzAttractor"]], "implementations.problem_classes.Lorenz.LorenzAttractor": [[119, 2, 1, "", "dtype_f"], [119, 2, 1, "", "dtype_u"], [119, 3, 1, "", "eval_f"], [119, 3, 1, "", "solve_system"], [119, 3, 1, "", "u_exact"], [119, 2, 1, "", "work_counter"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT": [[120, 1, 1, "", "nonlinearschroedinger_fully_implicit"], [120, 1, 1, "", "nonlinearschroedinger_imex"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit": [[120, 2, 1, "", "dtype_f"], [120, 2, 1, "", "dtype_u"], [120, 3, 1, "", "eval_f"], [120, 3, 1, "", "solve_system"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex": [[120, 2, 1, "", "K2"], [120, 2, 1, "", "X"], [120, 2, 1, "", "dtype_f"], [120, 2, 1, "", "dtype_u"], [120, 3, 1, "", "eval_f"], [120, 2, 1, "", "fft"], [120, 3, 1, "", "solve_system"], [120, 3, 1, "", "u_exact"]], "implementations.problem_classes.OuterSolarSystem": [[121, 1, 1, "", "outer_solar_system"]], "implementations.problem_classes.OuterSolarSystem.outer_solar_system": [[121, 2, 1, "id0", "G"], [121, 2, 1, "", "dtype_f"], [121, 2, 1, "", "dtype_u"], [121, 3, 1, "", "eval_f"], [121, 3, 1, "", "eval_hamiltonian"], [121, 3, 1, "", "u_exact"]], "implementations.problem_classes.PenningTrap_3D": [[122, 1, 1, "", "penningtrap"]], "implementations.problem_classes.PenningTrap_3D.penningtrap": [[122, 3, 1, "", "boris_solver"], [122, 3, 1, "", "build_f"], [122, 2, 1, "", "dtype_f"], [122, 2, 1, "", "dtype_u"], [122, 3, 1, "", "eval_f"], [122, 3, 1, "", "fast_interactions"], [122, 3, 1, "", "get_interactions"], [122, 3, 1, "", "u_exact"], [122, 3, 1, "", "u_init"], [122, 2, 1, "", "work_counter"]], "implementations.problem_classes.Piline": [[123, 1, 1, "", "piline"]], "implementations.problem_classes.Piline.piline": [[123, 2, 1, "", "dtype_f"], [123, 2, 1, "", "dtype_u"], [123, 3, 1, "", "eval_f"], [123, 3, 1, "", "solve_system"], [123, 3, 1, "", "u_exact"]], "implementations.problem_classes.Quench": [[124, 1, 1, "", "Quench"], [124, 1, 1, "", "QuenchIMEX"]], "implementations.problem_classes.Quench.Quench": [[124, 2, 1, "", "A"], [124, 2, 1, "", "Id"], [124, 2, 1, "", "dtype_f"], [124, 2, 1, "", "dtype_u"], [124, 2, 1, "", "dx"], [124, 3, 1, "", "eval_f"], [124, 3, 1, "", "eval_f_non_linear"], [124, 3, 1, "", "get_non_linear_Jacobian"], [124, 2, 1, "", "leak"], [124, 3, 1, "", "solve_system"], [124, 3, 1, "", "u_exact"], [124, 2, 1, "", "xv"]], "implementations.problem_classes.Quench.QuenchIMEX": [[124, 2, 1, "", "dtype_f"], [124, 3, 1, "", "eval_f"], [124, 3, 1, "", "solve_system"], [124, 3, 1, "", "u_exact"]], "implementations.problem_classes.TestEquation_0D": [[125, 1, 1, "", "testequation0d"]], "implementations.problem_classes.TestEquation_0D.testequation0d": [[125, 2, 1, "", "A"], [125, 2, 1, "", "dtype_f"], [125, 2, 1, "", "dtype_u"], [125, 3, 1, "", "eval_f"], [125, 3, 1, "", "solve_system"], [125, 3, 1, "", "u_exact"]], "implementations.problem_classes.Van_der_Pol_implicit": [[126, 1, 1, "", "vanderpol"]], "implementations.problem_classes.Van_der_Pol_implicit.vanderpol": [[126, 2, 1, "", "dtype_f"], [126, 2, 1, "", "dtype_u"], [126, 3, 1, "", "eval_f"], [126, 3, 1, "", "solve_system"], [126, 3, 1, "", "u_exact"], [126, 2, 1, "", "work_counters"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic": [[127, 1, 1, "", "fenics_vortex_2d"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d": [[127, 2, 1, "", "K"], [127, 2, 1, "", "M"], [127, 2, 1, "", "V"], [127, 2, 1, "", "dtype_f"], [127, 2, 1, "", "dtype_u"], [127, 3, 1, "", "eval_f"], [127, 3, 1, "", "solve_system"], [127, 3, 1, "", "u_exact"]], "implementations.problem_classes.acoustic_helpers": [[129, 0, 0, "-", "buildFDMatrix"], [130, 0, 0, "-", "buildWave1DMatrix"], [131, 0, 0, "-", "standard_integrators"]], "implementations.problem_classes.acoustic_helpers.buildFDMatrix": [[129, 6, 1, "", "getBCLeft"], [129, 6, 1, "", "getBCRight"], [129, 6, 1, "", "getHorizontalDx"], [129, 6, 1, "", "getMatrix"]], "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix": [[130, 6, 1, "", "getWave1DAdvectionMatrix"], [130, 6, 1, "", "getWave1DMatrix"], [130, 6, 1, "", "getWaveBCLeft"], [130, 6, 1, "", "getWaveBCRight"]], "implementations.problem_classes.acoustic_helpers.standard_integrators": [[131, 1, 1, "", "bdf2"], [131, 1, 1, "", "dirk"], [131, 1, 1, "", "rk_imex"], [131, 1, 1, "", "trapezoidal"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2": [[131, 3, 1, "", "firsttimestep"], [131, 3, 1, "", "timestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk": [[131, 3, 1, "", "f"], [131, 3, 1, "", "f_solve"], [131, 3, 1, "", "timestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex": [[131, 3, 1, "", "f_fast"], [131, 3, 1, "", "f_fast_solve"], [131, 3, 1, "", "f_slow"], [131, 3, 1, "", "timestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal": [[131, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers": [[133, 0, 0, "-", "build2DFDMatrix"], [134, 0, 0, "-", "buildBoussinesq2DMatrix"], [135, 0, 0, "-", "buildFDMatrix"], [136, 0, 0, "-", "helper_classes"], [137, 0, 0, "-", "standard_integrators"], [138, 0, 0, "-", "unflatten"]], "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix": [[133, 6, 1, "", "get2DMatrix"], [133, 6, 1, "", "get2DMesh"], [133, 6, 1, "", "get2DUpwindMatrix"], [133, 6, 1, "", "getBCHorizontal"], [133, 6, 1, "", "getBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix": [[134, 6, 1, "", "getBoussinesq2DMatrix"], [134, 6, 1, "", "getBoussinesq2DUpwindMatrix"], [134, 6, 1, "", "getBoussinesqBCHorizontal"], [134, 6, 1, "", "getBoussinesqBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildFDMatrix": [[135, 6, 1, "", "getBCLeft"], [135, 6, 1, "", "getBCRight"], [135, 6, 1, "", "getMatrix"], [135, 6, 1, "", "getUpwindMatrix"]], "implementations.problem_classes.boussinesq_helpers.helper_classes": [[136, 1, 1, "", "Callback"], [136, 1, 1, "", "logging"]], "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback": [[136, 3, 1, "", "getcounter"], [136, 3, 1, "", "getresidual"]], "implementations.problem_classes.boussinesq_helpers.helper_classes.logging": [[136, 3, 1, "", "add"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators": [[137, 1, 1, "", "SplitExplicit"], [137, 1, 1, "", "bdf2"], [137, 1, 1, "", "dirk"], [137, 1, 1, "", "rk_imex"], [137, 1, 1, "", "trapezoidal"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit": [[137, 3, 1, "", "NumSmallTimeSteps"], [137, 3, 1, "", "RK3Lin"], [137, 3, 1, "", "VerletLin"], [137, 3, 1, "", "f_fast"], [137, 3, 1, "", "f_fastMom"], [137, 3, 1, "", "f_fastTher"], [137, 3, 1, "", "f_slow"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2": [[137, 3, 1, "", "f"], [137, 3, 1, "", "f_solve"], [137, 3, 1, "", "firsttimestep"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk": [[137, 3, 1, "", "f"], [137, 3, 1, "", "f_solve"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex": [[137, 3, 1, "", "f_fast"], [137, 3, 1, "", "f_fast_solve"], [137, 3, 1, "", "f_slow"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal": [[137, 3, 1, "", "f"], [137, 3, 1, "", "f_solve"], [137, 3, 1, "", "timestep"]], "implementations.problem_classes.boussinesq_helpers.unflatten": [[138, 6, 1, "", "unflatten"]], "implementations.problem_classes.generic_ND_FD": [[139, 1, 1, "", "GenericNDimFinDiff"]], "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff": [[139, 2, 1, "", "A"], [139, 2, 1, "", "Id"], [139, 2, 1, "", "dtype_f"], [139, 2, 1, "", "dtype_u"], [139, 4, 1, "", "dx"], [139, 3, 1, "", "eval_f"], [139, 3, 1, "", "get_default_sweeper_class"], [139, 4, 1, "", "grids"], [139, 4, 1, "", "ndim"], [139, 3, 1, "", "solve_system"], [139, 2, 1, "", "xvalues"]], "implementations.problem_classes.nonlinear_ODE_1": [[140, 1, 1, "", "nonlinear_ODE_1"]], "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1": [[140, 2, 1, "", "dtype_f"], [140, 2, 1, "", "dtype_u"], [140, 3, 1, "", "eval_f"], [140, 2, 1, "", "newton_itercount"], [140, 2, 1, "", "newton_ncalls"], [140, 3, 1, "", "solve_system"], [140, 3, 1, "", "u_exact"]], "implementations.problem_classes.polynomial_test_problem": [[141, 1, 1, "", "polynomial_testequation"], [141, 1, 1, "", "polynomial_testequation_IMEX"]], "implementations.problem_classes.polynomial_test_problem.polynomial_testequation": [[141, 2, 1, "", "dtype_f"], [141, 2, 1, "", "dtype_u"], [141, 3, 1, "", "eval_f"], [141, 3, 1, "", "solve_system"], [141, 3, 1, "", "u_exact"]], "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX": [[141, 2, 1, "", "dtype_f"], [141, 3, 1, "", "eval_f"]], "implementations.sweeper_classes": [[143, 0, 0, "-", "Multistep"], [144, 0, 0, "-", "Runge_Kutta"], [145, 0, 0, "-", "Runge_Kutta_Nystrom"], [146, 0, 0, "-", "boris_2nd_order"], [147, 0, 0, "-", "explicit"], [148, 0, 0, "-", "generic_implicit"], [149, 0, 0, "-", "generic_implicit_MPI"], [150, 0, 0, "-", "imex_1st_order"], [151, 0, 0, "-", "imex_1st_order_MPI"], [152, 0, 0, "-", "imex_1st_order_mass"], [153, 0, 0, "-", "multi_implicit"], [154, 0, 0, "-", "verlet"]], "implementations.sweeper_classes.Multistep": [[143, 1, 1, "", "AdamsBashforthExplicit1Step"], [143, 1, 1, "", "AdamsMoultonImplicit1Step"], [143, 1, 1, "", "AdamsMoultonImplicit2Step"], [143, 1, 1, "", "BackwardEuler"], [143, 1, 1, "", "Cache"], [143, 1, 1, "", "MultiStep"]], "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"]], "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"]], "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"], [143, 3, 1, "", "generate_starting_values"]], "implementations.sweeper_classes.Multistep.BackwardEuler": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"]], "implementations.sweeper_classes.Multistep.Cache": [[143, 3, 1, "", "update"]], "implementations.sweeper_classes.Multistep.MultiStep": [[143, 2, 1, "", "alpha"], [143, 2, 1, "", "beta"], [143, 3, 1, "", "compute_end_point"], [143, 3, 1, "", "compute_residual"], [143, 3, 1, "", "generate_starting_values"], [143, 3, 1, "", "predict"], [143, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.Runge_Kutta": [[144, 1, 1, "", "ARK54"], [144, 1, 1, "", "ARK548L2SA"], [144, 1, 1, "", "ARK548L2SAERK"], [144, 1, 1, "", "ARK548L2SAERK2"], [144, 1, 1, "", "ARK548L2SAESDIRK"], [144, 1, 1, "", "ARK548L2SAESDIRK2"], [144, 1, 1, "", "BackwardEuler"], [144, 1, 1, "", "ButcherTableau"], [144, 1, 1, "", "ButcherTableauEmbedded"], [144, 1, 1, "", "Cash_Karp"], [144, 1, 1, "", "CrankNicholson"], [144, 1, 1, "", "DIRK43"], [144, 1, 1, "", "ESDIRK53"], [144, 1, 1, "", "ExplicitMidpointMethod"], [144, 1, 1, "", "ForwardEuler"], [144, 1, 1, "", "Heun_Euler"], [144, 1, 1, "", "ImplicitMidpointMethod"], [144, 1, 1, "", "RK4"], [144, 1, 1, "", "RungeKutta"], [144, 1, 1, "", "RungeKuttaIMEX"]], "implementations.sweeper_classes.Runge_Kutta.ARK54": [[144, 2, 1, "", "ButcherTableauClass"], [144, 2, 1, "", "ButcherTableauClass_explicit"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "matrix_explicit"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA": [[144, 2, 1, "", "ButcherTableauClass"], [144, 2, 1, "", "ButcherTableauClass_explicit"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "matrix_explicit"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2": [[144, 2, 1, "", "matrix"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK": [[144, 2, 1, "", "matrix"]], "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2": [[144, 2, 1, "", "ButcherTableauClass"], [144, 2, 1, "", "gamma"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "i"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.BackwardEuler": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.Cash_Karp": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.CrankNicholson": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.DIRK43": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ESDIRK53": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ForwardEuler": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.Heun_Euler": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "get_update_order"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.RK4": [[144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.RungeKutta": [[144, 2, 1, "", "ButcherTableauClass"], [144, 3, 1, "", "compute_end_point"], [144, 3, 1, "", "get_Butcher_tableau"], [144, 3, 1, "", "get_Q_matrix"], [144, 3, 1, "", "get_full_f"], [144, 3, 1, "", "get_update_order"], [144, 3, 1, "", "integrate"], [144, 4, 1, "", "level"], [144, 2, 1, "", "matrix"], [144, 2, 1, "", "nodes"], [144, 3, 1, "", "predict"], [144, 3, 1, "", "update_nodes"], [144, 2, 1, "", "weights"]], "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX": [[144, 2, 1, "", "ButcherTableauClass_explicit"], [144, 3, 1, "", "get_Butcher_tableau_explicit"], [144, 3, 1, "", "integrate"], [144, 2, 1, "", "matrix_explicit"], [144, 3, 1, "", "predict"], [144, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom": [[145, 1, 1, "", "RKN"], [145, 1, 1, "", "RungeKuttaNystrom"], [145, 1, 1, "", "Velocity_Verlet"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom": [[145, 3, 1, "", "compute_end_point"], [145, 3, 1, "", "get_full_f"], [145, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.boris_2nd_order": [[146, 1, 1, "", "boris_2nd_order"]], "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order": [[146, 2, 1, "", "S"], [146, 2, 1, "", "SQ"], [146, 2, 1, "", "ST"], [146, 2, 1, "", "Sx"], [146, 3, 1, "", "compute_end_point"], [146, 3, 1, "", "get_scalar_problems_manysweep_mats"], [146, 3, 1, "", "get_scalar_problems_picardsweep_mats"], [146, 3, 1, "", "get_scalar_problems_sweeper_mats"], [146, 3, 1, "", "get_sweeper_mats"], [146, 3, 1, "", "integrate"], [146, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.explicit": [[147, 1, 1, "", "explicit"]], "implementations.sweeper_classes.explicit.explicit": [[147, 2, 1, "", "QE"], [147, 3, 1, "", "compute_end_point"], [147, 3, 1, "", "integrate"], [147, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.generic_implicit": [[148, 1, 1, "", "generic_implicit"]], "implementations.sweeper_classes.generic_implicit.generic_implicit": [[148, 2, 1, "", "QI"], [148, 3, 1, "", "compute_end_point"], [148, 3, 1, "", "integrate"], [148, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.generic_implicit_MPI": [[149, 1, 1, "", "SweeperMPI"], [149, 1, 1, "", "generic_implicit_MPI"]], "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI": [[149, 4, 1, "", "comm"], [149, 3, 1, "", "compute_end_point"], [149, 3, 1, "", "compute_residual"], [149, 3, 1, "", "predict"], [149, 4, 1, "", "rank"]], "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI": [[149, 3, 1, "", "compute_end_point"], [149, 3, 1, "", "integrate"], [149, 2, 1, "", "rank"], [149, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.imex_1st_order": [[150, 1, 1, "", "imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order.imex_1st_order": [[150, 2, 1, "", "QE"], [150, 2, 1, "", "QI"], [150, 3, 1, "", "compute_end_point"], [150, 3, 1, "", "get_scalar_problems_manysweep_mat"], [150, 3, 1, "", "get_scalar_problems_sweeper_mats"], [150, 3, 1, "", "get_sweeper_mats"], [150, 3, 1, "", "integrate"], [150, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.imex_1st_order_MPI": [[151, 1, 1, "", "imex_1st_order_MPI"]], "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI": [[151, 3, 1, "", "compute_end_point"], [151, 3, 1, "", "integrate"], [151, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.imex_1st_order_mass": [[152, 1, 1, "", "imex_1st_order_mass"]], "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass": [[152, 3, 1, "", "compute_end_point"], [152, 3, 1, "", "compute_residual"], [152, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.multi_implicit": [[153, 1, 1, "", "multi_implicit"]], "implementations.sweeper_classes.multi_implicit.multi_implicit": [[153, 2, 1, "", "Q1"], [153, 2, 1, "", "Q2"], [153, 3, 1, "", "compute_end_point"], [153, 3, 1, "", "integrate"], [153, 3, 1, "", "update_nodes"]], "implementations.sweeper_classes.verlet": [[154, 1, 1, "", "verlet"]], "implementations.sweeper_classes.verlet.verlet": [[154, 2, 1, "", "QQ"], [154, 2, 1, "", "QT"], [154, 2, 1, "", "Qx"], [154, 3, 1, "", "compute_end_point"], [154, 3, 1, "", "integrate"], [154, 2, 1, "", "qQ"], [154, 3, 1, "", "update_nodes"]], "implementations.transfer_classes": [[156, 0, 0, "-", "BaseTransfer_mass"], [157, 0, 0, "-", "TransferFenicsMesh"], [158, 0, 0, "-", "TransferMesh"], [159, 0, 0, "-", "TransferMesh_FFT"], [160, 0, 0, "-", "TransferMesh_FFT2D"], [161, 0, 0, "-", "TransferMesh_MPIFFT"], [162, 0, 0, "-", "TransferMesh_NoCoarse"], [163, 0, 0, "-", "TransferPETScDMDA"], [164, 0, 0, "-", "TransferParticles_NoCoarse"]], "implementations.transfer_classes.BaseTransfer_mass": [[156, 1, 1, "", "base_transfer_mass"]], "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass": [[156, 2, 1, "", "coarse"], [156, 2, 1, "", "fine"], [156, 2, 1, "", "logger"], [156, 2, 1, "", "params"], [156, 3, 1, "", "prolong"], [156, 3, 1, "", "prolong_f"], [156, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferFenicsMesh": [[157, 1, 1, "", "mesh_to_mesh_fenics"]], "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics": [[157, 3, 1, "", "project"], [157, 3, 1, "", "prolong"], [157, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh": [[158, 1, 1, "", "mesh_to_mesh"]], "implementations.transfer_classes.TransferMesh.mesh_to_mesh": [[158, 2, 1, "", "Pspace"], [158, 2, 1, "", "Rspace"], [158, 3, 1, "", "prolong"], [158, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh_FFT": [[159, 1, 1, "", "mesh_to_mesh_fft"]], "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft": [[159, 2, 1, "", "irfft_object_fine"], [159, 3, 1, "", "prolong"], [159, 3, 1, "", "restrict"], [159, 2, 1, "", "rfft_object_coarse"]], "implementations.transfer_classes.TransferMesh_FFT2D": [[160, 1, 1, "", "mesh_to_mesh_fft2d"]], "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d": [[160, 2, 1, "", "Pspace"], [160, 2, 1, "", "Rspace"], [160, 3, 1, "", "prolong"], [160, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh_MPIFFT": [[161, 1, 1, "", "fft_to_fft"]], "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft": [[161, 3, 1, "", "prolong"], [161, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferMesh_NoCoarse": [[162, 1, 1, "", "mesh_to_mesh"]], "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh": [[162, 2, 1, "", "Pspace"], [162, 2, 1, "", "Rspace"], [162, 3, 1, "", "prolong"], [162, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferPETScDMDA": [[163, 1, 1, "", "mesh_to_mesh_petsc_dmda"]], "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda": [[163, 3, 1, "", "prolong"], [163, 3, 1, "", "restrict"]], "implementations.transfer_classes.TransferParticles_NoCoarse": [[164, 1, 1, "", "particles_to_particles"]], "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles": [[164, 3, 1, "", "prolong"], [164, 3, 1, "", "restrict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:method", "4": "py:property", "5": "py:exception", "6": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "method", "Python method"], "4": ["py", "property", "Python property"], "5": ["py", "exception", "Python exception"], "6": ["py", "function", "Python function"]}, "titleterms": {"changelog": 0, "contributor": 1, "coven": 1, "code": [1, 5, 8, 36], "conduct": 1, "our": 1, "pledg": 1, "standard": 1, "enforc": 1, "respons": 1, "scope": 1, "guidelin": [1, 7], "1": [1, 191], "correct": [1, 14], "2": [1, 192], "warn": 1, "3": [1, 193], "temporari": 1, "ban": 1, "4": [1, 194], "perman": 1, "attribut": [1, 6], "how": [2, 3, 9], "contribut": [2, 3, 4, 9], "pysdc": [2, 3, 5, 6, 9, 18, 36, 192, 197], "welcom": [3, 9], "featur": [3, 4, 9], "get": [3, 9, 193], "start": [3, 9], "cite": [3, 9], "acknowledg": [3, 9], "recommend": 4, "pull": 4, "request": 4, "main": 4, "branch": 4, "releas": 4, "develop": 4, "continu": [5, 198], "integr": 5, "lint": 5, "test": [5, 9, 14, 15, 191], "coverag": 5, "except": 5, "document": [5, 8, 9], "gener": 5, "name": 6, "convent": 6, "first": [6, 191, 192, 195], "definit": 6, "packag": [6, 37, 52, 60, 61, 64, 81, 87, 128, 132, 142, 155], "modul": [6, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164], "class": [6, 7, 73], "function": 6, "variabl": 6, "privat": 6, "public": 6, "constant": 6, "custom": 7, "implement": [7, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164], "problem": [7, 10, 12, 35, 48, 191], "user": 9, "guid": 9, "tutori": 9, "playground": 9, "project": [9, 11, 17], "api": 9, "allen": 10, "cahn": 10, "from": 10, "bayreuth": 10, "verif": 10, "benchmark": 10, "applic": 10, "further": 10, "relat": 10, "file": 10, "solv": 11, "differenti": 11, "algebra": 11, "equat": [11, 16], "sdc": [11, 15, 16, 33, 35, 194, 198], "overview": 11, "theoret": [11, 33], "detail": 11, "second": 12, "order": 12, "simpl": 12, "solar": 12, "system": [12, 13], "fermi": 12, "pasta": 12, "ulam": 12, "tsingou": 12, "parallel": [13, 35, 196, 197], "time": [13, 197], "simul": 13, "multi": [13, 14, 198], "modal": 13, "energi": 13, "what": [13, 16], "ar": 13, "switch": 13, "process": 13, "power": 13, "pi": 13, "line": 13, "buck": 13, "convert": 13, "batteri": [13, 99], "drain": 13, "model": 13, "rdc": 14, "ration": 14, "defer": 14, "converg": [14, 17], "level": [14, 46], "pfasst": [14, 17, 34, 195, 196], "resili": 15, "i": 16, "fastest": 16, "variant": 16, "fisher": 16, "grai": 16, "scott": 16, "asymptot": 17, "organis": 17, "compress": 18, "introduct": 18, "method": 18, "proof": 18, "concept": 18, "fast": 33, "wave": 33, "slow": 33, "result": [33, 36], "acoust": 33, "advect": [33, 195], "exampl": 33, "boussinesq": 33, "matrix": 34, "base": [34, 73], "version": 34, "propag": 34, "attempt": 35, "differ": 35, "precondition": 35, "node": [35, 47, 193], "mpi": [35, 196], "simplifi": 35, "newton": 35, "nonlinear": 35, "perform": 36, "analysi": 36, "python": 36, "jobscript": 36, "core": [37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51], "submodul": [37, 52, 61, 64, 81, 87, 128, 132, 142, 155], "content": [37, 52, 60, 61, 64, 81, 87, 128, 132, 142, 155], "basetransf": 38, "colloc": [39, 191, 193], "common": 40, "descript": [40, 48], "control": [41, 196], "convergencecontrol": 42, "error": [43, 73], "hook": 44, "lagrang": 45, "spacetransf": 49, "step": [50, 191, 192, 193, 194, 195, 196, 197, 198], "sweeper": [51, 192, 193], "helper": [52, 53, 54, 55, 56, 57, 58, 59], "plot_help": 53, "problem_help": 54, "pysdc_help": 55, "setup_help": 56, "stats_help": 57, "transfer_help": 58, "visualization_tool": 59, "subpackag": [60, 87], "controller_class": [61, 62, 63], "controller_mpi": 62, "controller_nonmpi": 63, "convergence_controller_class": [64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80], "adaptive_colloc": 65, "adapt": 66, "basic_restart": 67, "check_converg": 68, "check_iteration_estim": 69, "crash": 70, "estimate_contraction_factor": 71, "estimate_embedded_error": 72, "estimate_extrapolation_error": 73, "abstract": 73, "extrapol": 73, "estim": [73, 198], "estimate_polynomial_error": 74, "hotrod": 75, "inexact": 76, "interpolate_between_restart": 77, "spread_step_s": 78, "step_size_limit": 79, "store_uold": 80, "datatype_class": [81, 82, 83, 84, 85, 86], "cupy_mesh": 82, "fenics_mesh": 83, "mesh": 84, "particl": [85, 194], "petsc_vec": 86, "problem_class": [87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141], "acousticadvection_1d_fd_imex": 88, "advectiondiffusionequation_1d_fft": 89, "advectionequation_nd_fd": 90, "allencahn_1d_fd": 91, "allencahn_2d_fd": 92, "allencahn_2d_fd_gpu": 93, "allencahn_2d_fft": 94, "allencahn_2d_fft_gpu": 95, "allencahn_mpifft": 96, "allencahn_temp_mpifft": 97, "auzinger_implicit": 98, "boussinesq_2d_fd_imex": 100, "buckconvert": 101, "discontinuoustestod": 102, "fastwaveslowwave_0d": 103, "fermipastaulamtsing": 104, "fullsolarsystem": 105, "generalizedfisher_1d_fd_implicit": 106, "generalizedfisher_1d_petsc": 107, "grayscott_1d_fenics_implicit": 108, "grayscott_2d_petsc_period": 109, "grayscott_mpifft": 110, "harmonicoscil": 111, "heatequation_1d_fenics_matrix_forc": 112, "heatequation_1d_fenics_weak_forc": 113, "heatequation_2d_petsc_forc": 114, "heatequation_nd_fd": 115, "heatequation_nd_fd_cupi": 116, "henonheil": 117, "logisticequ": 118, "lorenz": 119, "nonlinearschroedinger_mpifft": 120, "outersolarsystem": 121, "penningtrap_3d": 122, "pilin": 123, "quench": 124, "testequation_0d": 125, "van_der_pol_implicit": 126, "vorticityvelocity_2d_fenics_period": 127, "acoustic_help": [128, 129, 130, 131], "buildfdmatrix": [129, 135], "buildwave1dmatrix": 130, "standard_integr": [131, 137], "boussinesq_help": [132, 133, 134, 135, 136, 137, 138], "build2dfdmatrix": 133, "buildboussinesq2dmatrix": 134, "helper_class": 136, "unflatten": 138, "generic_nd_fd": 139, "nonlinear_ode_1": 140, "polynomial_test_problem": 141, "sweeper_class": [142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154], "multistep": [143, 195], "runge_kutta": 144, "runge_kutta_nystrom": 145, "boris_2nd_ord": 146, "explicit": 147, "generic_implicit": 148, "generic_implicit_mpi": 149, "imex_1st_ord": 150, "imex_1st_order_mpi": 151, "imex_1st_order_mass": 152, "multi_implicit": 153, "verlet": 154, "transfer_class": [155, 156, 157, 158, 159, 160, 161, 162, 163, 164], "basetransfer_mass": 156, "transferfenicsmesh": 157, "transfermesh": 158, "transfermesh_fft": 159, "transfermesh_fft2d": 160, "transfermesh_mpifft": 161, "transfermesh_nocoars": 162, "transferpetscdmda": 163, "transferparticles_nocoars": 164, "A": [191, 192, 193, 194, 195, 196, 197, 198], "spatial": [191, 194], "part": [191, 192, 193, 194, 195, 196, 197, 198], "setup": 191, "b": [191, 192, 193, 194, 195, 196, 197, 198], "accuraci": 191, "check": 191, "c": [191, 192, 193, 194, 195, 196, 197, 198], "d": [191, 194], "data": 192, "structur": 192, "my": [192, 195], "us": 192, "": 192, "frontend": 192, "statist": 193, "new": 193, "ad": 193, "studi": 193, "type": 193, "multilevel": [194, 195], "transfer": 194, "oper": 194, "hierarchi": [194, 195], "v": 194, "mlsdc": 194, "5": 195, "run": 195, "6": 196, "advanc": [196, 198], "The": 196, "nonmpi": 196, "odd": 196, "tempor": 196, "distribut": 196, "7": 197, "extern": 197, "librari": 197, "fenic": 197, "mpi4pi": 197, "fft": 197, "fourier": 197, "transform": 197, "space": 197, "petsc": 197, "8": 198, "topic": 198, "visual": 198, "residu": 198, "iter": 198, "x": 198, "To": 198}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx": 60}, "alltitles": {"Changelog": [[0, "changelog"]], "Contributor Covenant Code of Conduct": [[1, "contributor-covenant-code-of-conduct"]], "Our Pledge": [[1, "our-pledge"]], "Our Standards": [[1, "our-standards"]], "Enforcement Responsibilities": [[1, "enforcement-responsibilities"]], "Scope": [[1, "scope"]], "Enforcement": [[1, "enforcement"]], "Enforcement Guidelines": [[1, "enforcement-guidelines"]], "1. Correction": [[1, "correction"]], "2. Warning": [[1, "warning"]], "3. Temporary Ban": [[1, "temporary-ban"]], "4. Permanent Ban": [[1, "permanent-ban"]], "Attribution": [[1, "attribution"]], "How to contribute to pySDC": [[2, "how-to-contribute-to-pysdc"]], "Welcome to pySDC!": [[3, "welcome-to-pysdc"], [9, "welcome-to-pysdc"]], "Features": [[3, "features"], [9, "features"]], "Getting started": [[3, "getting-started"], [9, "getting-started"]], "How to cite": [[3, "how-to-cite"], [9, "how-to-cite"]], "Contributing": [[3, "contributing"], [9, "contributing"]], "Acknowledgements": [[3, "acknowledgements"], [9, "acknowledgements"]], "Recommendations for pull requests": [[4, "recommendations-for-pull-requests"]], "Contributing to the main branch": [[4, "contributing-to-the-main-branch"]], "Release development branches": [[4, "release-development-branches"]], "Feature development branches": [[4, "feature-development-branches"]], "Continuous Integration in pySDC": [[5, "continuous-integration-in-pysdc"]], "Code linting": [[5, "code-linting"]], "Code testing": [[5, "code-testing"]], "Code coverage": [[5, "code-coverage"]], "Coverage exceptions": [[5, "coverage-exceptions"]], "Documentation generation": [[5, "documentation-generation"]], "Naming conventions in pySDC": [[6, "naming-conventions-in-pysdc"]], "First definitions": [[6, "first-definitions"]], "Packages and modules names": [[6, "packages-and-modules-names"]], "Class names": [[6, "class-names"]], "Function and variables names": [[6, "function-and-variables-names"]], "Private and public attributes": [[6, "private-and-public-attributes"]], "Constants": [[6, "constants"]], "Custom implementation guidelines": [[7, "custom-implementation-guidelines"]], "Implementing a custom problem class": [[7, "implementing-a-custom-problem-class"]], "Documenting Code": [[8, "documenting-code"]], "Tests": [[9, "tests"], [15, "tests"]], "User Guide": [[9, "user-guide"]], "Tutorial": [[9, "tutorial"]], "Playgrounds": [[9, "playgrounds"]], "Projects": [[9, "projects"]], "API documentation": [[9, "api-documentation"]], "Allen-Cahn problems from Bayreuth": [[10, "allen-cahn-problems-from-bayreuth"]], "Verification": [[10, "verification"]], "Benchmark": [[10, "benchmark"]], "Application": [[10, "application"]], "Further/related files": [[10, "further-related-files"]], "Solving differential algebraic equations with SDC": [[11, "solving-differential-algebraic-equations-with-sdc"]], "Project overview": [[11, "project-overview"]], "Theoretical details": [[11, "theoretical-details"]], "Second-order Problems": [[12, "second-order-problems"]], "Simple problems": [[12, "simple-problems"]], "Solar system problem": [[12, "solar-system-problem"]], "Fermi-Pasta-Ulam-Tsingou problem": [[12, "fermi-pasta-ulam-tsingou-problem"]], "Parallel-in-time simulation for multi-modal energy systems": [[13, "parallel-in-time-simulation-for-multi-modal-energy-systems"]], "What are switching processes in power systems?": [[13, "what-are-switching-processes-in-power-systems"]], "Pi-line": [[13, "pi-line"]], "Buck converter": [[13, "buck-converter"]], "Battery drain model": [[13, "battery-drain-model"]], "RDC: Rational Deferred Corrections": [[14, "rdc-rational-deferred-corrections"]], "Testing RDC convergence": [[14, "testing-rdc-convergence"]], "Multi-level RDC and PFASST with RDC": [[14, "multi-level-rdc-and-pfasst-with-rdc"]], "Resilience in SDC": [[15, "resilience-in-sdc"]], "What is the fastest SDC variant?": [[16, "what-is-the-fastest-sdc-variant"]], "Fisher and Gray-Scott equations": [[16, "fisher-and-gray-scott-equations"]], "Asymptotic convergence of PFASST": [[17, "asymptotic-convergence-of-pfasst"]], "Organisation of the project": [[17, "organisation-of-the-project"]], "Compression in pySDC": [[18, "compression-in-pysdc"]], "Introduction": [[18, "introduction"]], "Methods": [[18, "methods"]], "Proof of Concept": [[18, "proof-of-concept"]], "Fast-Wave-Slow-Wave SDC": [[33, "fast-wave-slow-wave-sdc"]], "Theoretical results": [[33, "theoretical-results"]], "Acoustic-advection example": [[33, "acoustic-advection-example"]], "Boussinesq example": [[33, "boussinesq-example"]], "Matrix-based versions of PFASST": [[34, "matrix-based-versions-of-pfasst"]], "Matrix-based PFASST": [[34, "matrix-based-pfasst"]], "Propagator-based PFASST": [[34, "propagator-based-pfasst"]], "Attempts to parallelize SDC": [[35, "attempts-to-parallelize-sdc"]], "Different preconditioners for SDC": [[35, "different-preconditioners-for-sdc"]], "Node-parallel SDC with MPI": [[35, "node-parallel-sdc-with-mpi"], [35, "id1"]], "Simplified Newton for nonlinear problems": [[35, "simplified-newton-for-nonlinear-problems"]], "Performance analysis of pySDC": [[36, "performance-analysis-of-pysdc"]], "Python codes": [[36, "python-codes"]], "Jobscripts": [[36, "jobscripts"]], "Results": [[36, "results"]], "core package": [[37, "core-package"]], "Submodules": [[37, "submodules"], [52, "submodules"], [61, "submodules"], [64, "submodules"], [81, "submodules"], [87, "submodules"], [128, "submodules"], [132, "submodules"], [142, "submodules"], [155, "submodules"]], "Module contents": [[37, "module-core"], [52, "module-helpers"], [60, "module-implementations"], [61, "module-implementations.controller_classes"], [64, "module-implementations.convergence_controller_classes"], [81, "module-implementations.datatype_classes"], [87, "module-implementations.problem_classes"], [128, "module-implementations.problem_classes.acoustic_helpers"], [132, "module-implementations.problem_classes.boussinesq_helpers"], [142, "module-implementations.sweeper_classes"], [155, "module-implementations.transfer_classes"]], "core.BaseTransfer module": [[38, "module-core.BaseTransfer"]], "core.Collocation module": [[39, "module-core.Collocation"]], "core.Common module": [[40, "module-core.Common"]], "Description": [[40, "description"], [48, "description"]], "core.Controller module": [[41, "module-core.Controller"]], "core.ConvergenceController module": [[42, "module-core.ConvergenceController"]], "core.Errors module": [[43, "module-core.Errors"]], "core.Hooks module": [[44, "module-core.Hooks"]], "core.Lagrange module": [[45, "module-core.Lagrange"]], "core.Level module": [[46, "module-core.Level"]], "core.Nodes module": [[47, "module-core.Nodes"]], "core.Problem module": [[48, "module-core.Problem"]], "core.SpaceTransfer module": [[49, "module-core.SpaceTransfer"]], "core.Step module": [[50, "module-core.Step"]], "core.Sweeper module": [[51, "module-core.Sweeper"]], "helpers package": [[52, "helpers-package"]], "helpers.plot_helper module": [[53, "module-helpers.plot_helper"]], "helpers.problem_helper module": [[54, "module-helpers.problem_helper"]], "helpers.pysdc_helper module": [[55, "module-helpers.pysdc_helper"]], "helpers.setup_helper module": [[56, "module-helpers.setup_helper"]], "helpers.stats_helper module": [[57, "module-helpers.stats_helper"]], "helpers.transfer_helper module": [[58, "module-helpers.transfer_helper"]], "helpers.visualization_tools module": [[59, "module-helpers.visualization_tools"]], "implementations package": [[60, "implementations-package"]], "Subpackages": [[60, "subpackages"], [87, "subpackages"]], "implementations.controller_classes package": [[61, "implementations-controller-classes-package"]], "implementations.controller_classes.controller_MPI module": [[62, "module-implementations.controller_classes.controller_MPI"]], "implementations.controller_classes.controller_nonMPI module": [[63, "module-implementations.controller_classes.controller_nonMPI"]], "implementations.convergence_controller_classes package": [[64, "implementations-convergence-controller-classes-package"]], "implementations.convergence_controller_classes.adaptive_collocation module": [[65, "module-implementations.convergence_controller_classes.adaptive_collocation"]], "}": [[65, "id3"]], "implementations.convergence_controller_classes.adaptivity module": [[66, "module-implementations.convergence_controller_classes.adaptivity"]], "implementations.convergence_controller_classes.basic_restarting module": [[67, "module-implementations.convergence_controller_classes.basic_restarting"]], "implementations.convergence_controller_classes.check_convergence module": [[68, "module-implementations.convergence_controller_classes.check_convergence"]], "implementations.convergence_controller_classes.check_iteration_estimator module": [[69, "module-implementations.convergence_controller_classes.check_iteration_estimator"]], "implementations.convergence_controller_classes.crash module": [[70, "module-implementations.convergence_controller_classes.crash"]], "implementations.convergence_controller_classes.estimate_contraction_factor module": [[71, "module-implementations.convergence_controller_classes.estimate_contraction_factor"]], "implementations.convergence_controller_classes.estimate_embedded_error module": [[72, "module-implementations.convergence_controller_classes.estimate_embedded_error"]], "implementations.convergence_controller_classes.estimate_extrapolation_error module": [[73, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"]], "Abstract base class for extrapolated error estimates": [[73, "abstract-base-class-for-extrapolated-error-estimates"]], "implementations.convergence_controller_classes.estimate_polynomial_error module": [[74, "module-implementations.convergence_controller_classes.estimate_polynomial_error"]], "implementations.convergence_controller_classes.hotrod module": [[75, "module-implementations.convergence_controller_classes.hotrod"]], "implementations.convergence_controller_classes.inexactness module": [[76, "module-implementations.convergence_controller_classes.inexactness"]], "implementations.convergence_controller_classes.interpolate_between_restarts module": [[77, "module-implementations.convergence_controller_classes.interpolate_between_restarts"]], "implementations.convergence_controller_classes.spread_step_sizes module": [[78, "module-implementations.convergence_controller_classes.spread_step_sizes"]], "implementations.convergence_controller_classes.step_size_limiter module": [[79, "module-implementations.convergence_controller_classes.step_size_limiter"]], "implementations.convergence_controller_classes.store_uold module": [[80, "module-implementations.convergence_controller_classes.store_uold"]], "implementations.datatype_classes package": [[81, "implementations-datatype-classes-package"]], "implementations.datatype_classes.cupy_mesh module": [[82, "module-implementations.datatype_classes.cupy_mesh"]], "implementations.datatype_classes.fenics_mesh module": [[83, "module-implementations.datatype_classes.fenics_mesh"]], "implementations.datatype_classes.mesh module": [[84, "module-implementations.datatype_classes.mesh"]], "implementations.datatype_classes.particles module": [[85, "module-implementations.datatype_classes.particles"]], "implementations.datatype_classes.petsc_vec module": [[86, "module-implementations.datatype_classes.petsc_vec"]], "implementations.problem_classes package": [[87, "implementations-problem-classes-package"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex module": [[88, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT module": [[89, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"]], "implementations.problem_classes.AdvectionEquation_ND_FD module": [[90, "module-implementations.problem_classes.AdvectionEquation_ND_FD"]], "implementations.problem_classes.AllenCahn_1D_FD module": [[91, "module-implementations.problem_classes.AllenCahn_1D_FD"]], "implementations.problem_classes.AllenCahn_2D_FD module": [[92, "module-implementations.problem_classes.AllenCahn_2D_FD"]], "implementations.problem_classes.AllenCahn_2D_FD_gpu module": [[93, "implementations-problem-classes-allencahn-2d-fd-gpu-module"]], "implementations.problem_classes.AllenCahn_2D_FFT module": [[94, "module-implementations.problem_classes.AllenCahn_2D_FFT"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu module": [[95, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"]], "implementations.problem_classes.AllenCahn_MPIFFT module": [[96, "module-implementations.problem_classes.AllenCahn_MPIFFT"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT module": [[97, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"]], "implementations.problem_classes.Auzinger_implicit module": [[98, "module-implementations.problem_classes.Auzinger_implicit"]], "implementations.problem_classes.Battery module": [[99, "module-implementations.problem_classes.Battery"]], "implementations.problem_classes.Boussinesq_2D_FD_imex module": [[100, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"]], "implementations.problem_classes.BuckConverter module": [[101, "module-implementations.problem_classes.BuckConverter"]], "implementations.problem_classes.DiscontinuousTestODE module": [[102, "module-implementations.problem_classes.DiscontinuousTestODE"]], "implementations.problem_classes.FastWaveSlowWave_0D module": [[103, "module-implementations.problem_classes.FastWaveSlowWave_0D"]], "implementations.problem_classes.FermiPastaUlamTsingou module": [[104, "module-implementations.problem_classes.FermiPastaUlamTsingou"]], "implementations.problem_classes.FullSolarSystem module": [[105, "module-implementations.problem_classes.FullSolarSystem"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module": [[106, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc module": [[107, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module": [[108, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic module": [[109, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"]], "implementations.problem_classes.GrayScott_MPIFFT module": [[110, "module-implementations.problem_classes.GrayScott_MPIFFT"]], "implementations.problem_classes.HarmonicOscillator module": [[111, "module-implementations.problem_classes.HarmonicOscillator"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module": [[112, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module": [[113, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced module": [[114, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"]], "implementations.problem_classes.HeatEquation_ND_FD module": [[115, "module-implementations.problem_classes.HeatEquation_ND_FD"]], "implementations.problem_classes.HeatEquation_ND_FD_CuPy module": [[116, "implementations-problem-classes-heatequation-nd-fd-cupy-module"]], "implementations.problem_classes.HenonHeiles module": [[117, "module-implementations.problem_classes.HenonHeiles"]], "implementations.problem_classes.LogisticEquation module": [[118, "module-implementations.problem_classes.LogisticEquation"]], "implementations.problem_classes.Lorenz module": [[119, "module-implementations.problem_classes.Lorenz"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module": [[120, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "implementations.problem_classes.OuterSolarSystem module": [[121, "module-implementations.problem_classes.OuterSolarSystem"]], "implementations.problem_classes.PenningTrap_3D module": [[122, "module-implementations.problem_classes.PenningTrap_3D"]], "implementations.problem_classes.Piline module": [[123, "module-implementations.problem_classes.Piline"]], "implementations.problem_classes.Quench module": [[124, "module-implementations.problem_classes.Quench"]], "implementations.problem_classes.TestEquation_0D module": [[125, "module-implementations.problem_classes.TestEquation_0D"]], "implementations.problem_classes.Van_der_Pol_implicit module": [[126, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module": [[127, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "implementations.problem_classes.acoustic_helpers package": [[128, "implementations-problem-classes-acoustic-helpers-package"]], "implementations.problem_classes.acoustic_helpers.buildFDMatrix module": [[129, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module": [[130, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "implementations.problem_classes.acoustic_helpers.standard_integrators module": [[131, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers package": [[132, "implementations-problem-classes-boussinesq-helpers-package"]], "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module": [[133, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module": [[134, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module": [[135, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.helper_classes module": [[136, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators module": [[137, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers.unflatten module": [[138, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "implementations.problem_classes.generic_ND_FD module": [[139, "module-implementations.problem_classes.generic_ND_FD"]], "implementations.problem_classes.nonlinear_ODE_1 module": [[140, "module-implementations.problem_classes.nonlinear_ODE_1"]], "implementations.problem_classes.polynomial_test_problem module": [[141, "module-implementations.problem_classes.polynomial_test_problem"]], "implementations.sweeper_classes package": [[142, "implementations-sweeper-classes-package"]], "implementations.sweeper_classes.Multistep module": [[143, "module-implementations.sweeper_classes.Multistep"]], "implementations.sweeper_classes.Runge_Kutta module": [[144, "module-implementations.sweeper_classes.Runge_Kutta"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom module": [[145, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"]], "implementations.sweeper_classes.boris_2nd_order module": [[146, "module-implementations.sweeper_classes.boris_2nd_order"]], "implementations.sweeper_classes.explicit module": [[147, "module-implementations.sweeper_classes.explicit"]], "implementations.sweeper_classes.generic_implicit module": [[148, "module-implementations.sweeper_classes.generic_implicit"]], "implementations.sweeper_classes.generic_implicit_MPI module": [[149, "module-implementations.sweeper_classes.generic_implicit_MPI"]], "implementations.sweeper_classes.imex_1st_order module": [[150, "module-implementations.sweeper_classes.imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order_MPI module": [[151, "module-implementations.sweeper_classes.imex_1st_order_MPI"]], "implementations.sweeper_classes.imex_1st_order_mass module": [[152, "module-implementations.sweeper_classes.imex_1st_order_mass"]], "implementations.sweeper_classes.multi_implicit module": [[153, "module-implementations.sweeper_classes.multi_implicit"]], "implementations.sweeper_classes.verlet module": [[154, "module-implementations.sweeper_classes.verlet"]], "implementations.transfer_classes package": [[155, "implementations-transfer-classes-package"]], "implementations.transfer_classes.BaseTransfer_mass module": [[156, "module-implementations.transfer_classes.BaseTransfer_mass"]], "implementations.transfer_classes.TransferFenicsMesh module": [[157, "module-implementations.transfer_classes.TransferFenicsMesh"]], "implementations.transfer_classes.TransferMesh module": [[158, "module-implementations.transfer_classes.TransferMesh"]], "implementations.transfer_classes.TransferMesh_FFT module": [[159, "module-implementations.transfer_classes.TransferMesh_FFT"]], "implementations.transfer_classes.TransferMesh_FFT2D module": [[160, "module-implementations.transfer_classes.TransferMesh_FFT2D"]], "implementations.transfer_classes.TransferMesh_MPIFFT module": [[161, "module-implementations.transfer_classes.TransferMesh_MPIFFT"]], "implementations.transfer_classes.TransferMesh_NoCoarse module": [[162, "module-implementations.transfer_classes.TransferMesh_NoCoarse"]], "implementations.transfer_classes.TransferPETScDMDA module": [[163, "module-implementations.transfer_classes.TransferPETScDMDA"]], "implementations.transfer_classes.TransferParticles_NoCoarse module": [[164, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "Step-1: A first spatial problem": [[191, "step-1-a-first-spatial-problem"]], "Part A: Spatial problem setup": [[191, "part-a-spatial-problem-setup"]], "Part B: Spatial accuracy check": [[191, "part-b-spatial-accuracy-check"]], "Part C: Collocation problem setup": [[191, "part-c-collocation-problem-setup"]], "Part D: Collocation accuracy test": [[191, "part-d-collocation-accuracy-test"]], "Step-2: Data structures and my first sweeper": [[192, "step-2-data-structures-and-my-first-sweeper"]], "Part A: Step data structure": [[192, "part-a-step-data-structure"]], "Part B: My first sweeper": [[192, "part-b-my-first-sweeper"]], "Part C: Using pySDC\u2019s frontend": [[192, "part-c-using-pysdc-s-frontend"]], "Step-3: Statistics and a new sweeper": [[193, "step-3-statistics-and-a-new-sweeper"]], "Part A: Getting statistics": [[193, "part-a-getting-statistics"]], "Part B: Adding statistics": [[193, "part-b-adding-statistics"]], "Part C: Studying collocation node types": [[193, "part-c-studying-collocation-node-types"]], "Step-4: Multilevel SDC": [[194, "step-4-multilevel-sdc"]], "Part A: Spatial transfer operators": [[194, "part-a-spatial-transfer-operators"]], "Part B: Multilevel hierarchy": [[194, "part-b-multilevel-hierarchy"]], "Part C: SDC vs. MLSDC": [[194, "part-c-sdc-vs-mlsdc"]], "Part D: MLSDC with particles": [[194, "part-d-mlsdc-with-particles"]], "Step-5: PFASST": [[195, "step-5-pfasst"]], "Part A: Multistep multilevel hierarchy": [[195, "part-a-multistep-multilevel-hierarchy"]], "Part B: My first PFASST run": [[195, "part-b-my-first-pfasst-run"]], "Part C: Advection and PFASST": [[195, "part-c-advection-and-pfasst"]], "Step-6: Advanced PFASST controllers": [[196, "step-6-advanced-pfasst-controllers"]], "Part A: The nonMPI controller": [[196, "part-a-the-nonmpi-controller"]], "Part B: Odd temporal distribution": [[196, "part-b-odd-temporal-distribution"]], "Part C: MPI parallelization": [[196, "part-c-mpi-parallelization"]], "Step-7: pySDC with external libraries": [[197, "step-7-pysdc-with-external-libraries"]], "Part A: pySDC and FEniCS": [[197, "part-a-pysdc-and-fenics"]], "Part B: mpi4py-fft for parallel Fourier transforms": [[197, "part-b-mpi4py-fft-for-parallel-fourier-transforms"]], "Part C: Time-parallel pySDC with space-parallel PETSc": [[197, "part-c-time-parallel-pysdc-with-space-parallel-petsc"]], "Step-8: Advanced topics": [[198, "step-8-advanced-topics"]], "Part A: Visualizing Residuals": [[198, "part-a-visualizing-residuals"]], "Part B: Multi-step SDC": [[198, "part-b-multi-step-sdc"]], "Part C: Iteration estimator": [[198, "part-c-iteration-estimator"]], "Part X: To be continued\u2026": [[198, "part-x-to-be-continued"]]}, "indexentries": {"core": [[37, "module-core"]], "module": [[37, "module-core"], [38, "module-core.BaseTransfer"], [39, "module-core.Collocation"], [40, "module-core.Common"], [41, "module-core.Controller"], [42, "module-core.ConvergenceController"], [43, "module-core.Errors"], [44, "module-core.Hooks"], [45, "module-core.Lagrange"], [46, "module-core.Level"], [47, "module-core.Nodes"], [48, "module-core.Problem"], [49, "module-core.SpaceTransfer"], [50, "module-core.Step"], [51, "module-core.Sweeper"], [52, "module-helpers"], [53, "module-helpers.plot_helper"], [54, "module-helpers.problem_helper"], [55, "module-helpers.pysdc_helper"], [56, "module-helpers.setup_helper"], [57, "module-helpers.stats_helper"], [58, "module-helpers.transfer_helper"], [59, "module-helpers.visualization_tools"], [60, "module-implementations"], [61, "module-implementations.controller_classes"], [62, "module-implementations.controller_classes.controller_MPI"], [63, "module-implementations.controller_classes.controller_nonMPI"], [64, "module-implementations.convergence_controller_classes"], [65, "module-implementations.convergence_controller_classes.adaptive_collocation"], [66, "module-implementations.convergence_controller_classes.adaptivity"], [67, "module-implementations.convergence_controller_classes.basic_restarting"], [68, "module-implementations.convergence_controller_classes.check_convergence"], [69, "module-implementations.convergence_controller_classes.check_iteration_estimator"], [70, "module-implementations.convergence_controller_classes.crash"], [71, "module-implementations.convergence_controller_classes.estimate_contraction_factor"], [72, "module-implementations.convergence_controller_classes.estimate_embedded_error"], [73, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"], [74, "module-implementations.convergence_controller_classes.estimate_polynomial_error"], [75, "module-implementations.convergence_controller_classes.hotrod"], [76, "module-implementations.convergence_controller_classes.inexactness"], [77, "module-implementations.convergence_controller_classes.interpolate_between_restarts"], [78, "module-implementations.convergence_controller_classes.spread_step_sizes"], [79, "module-implementations.convergence_controller_classes.step_size_limiter"], [80, "module-implementations.convergence_controller_classes.store_uold"], [81, "module-implementations.datatype_classes"], [82, "module-implementations.datatype_classes.cupy_mesh"], [83, "module-implementations.datatype_classes.fenics_mesh"], [84, "module-implementations.datatype_classes.mesh"], [85, "module-implementations.datatype_classes.particles"], [86, "module-implementations.datatype_classes.petsc_vec"], [87, "module-implementations.problem_classes"], [88, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"], [89, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"], [90, "module-implementations.problem_classes.AdvectionEquation_ND_FD"], [91, "module-implementations.problem_classes.AllenCahn_1D_FD"], [92, "module-implementations.problem_classes.AllenCahn_2D_FD"], [94, "module-implementations.problem_classes.AllenCahn_2D_FFT"], [95, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"], [96, "module-implementations.problem_classes.AllenCahn_MPIFFT"], [97, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"], [98, "module-implementations.problem_classes.Auzinger_implicit"], [99, "module-implementations.problem_classes.Battery"], [100, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"], [101, "module-implementations.problem_classes.BuckConverter"], [102, "module-implementations.problem_classes.DiscontinuousTestODE"], [103, "module-implementations.problem_classes.FastWaveSlowWave_0D"], [104, "module-implementations.problem_classes.FermiPastaUlamTsingou"], [105, "module-implementations.problem_classes.FullSolarSystem"], [106, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"], [107, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"], [108, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"], [109, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"], [110, "module-implementations.problem_classes.GrayScott_MPIFFT"], [111, "module-implementations.problem_classes.HarmonicOscillator"], [112, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"], [113, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"], [114, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"], [115, "module-implementations.problem_classes.HeatEquation_ND_FD"], [117, "module-implementations.problem_classes.HenonHeiles"], [118, "module-implementations.problem_classes.LogisticEquation"], [119, "module-implementations.problem_classes.Lorenz"], [120, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"], [121, "module-implementations.problem_classes.OuterSolarSystem"], [122, "module-implementations.problem_classes.PenningTrap_3D"], [123, "module-implementations.problem_classes.Piline"], [124, "module-implementations.problem_classes.Quench"], [125, "module-implementations.problem_classes.TestEquation_0D"], [126, "module-implementations.problem_classes.Van_der_Pol_implicit"], [127, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"], [128, "module-implementations.problem_classes.acoustic_helpers"], [129, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"], [130, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"], [131, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"], [132, "module-implementations.problem_classes.boussinesq_helpers"], [133, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"], [134, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"], [135, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"], [136, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"], [137, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"], [138, "module-implementations.problem_classes.boussinesq_helpers.unflatten"], [139, "module-implementations.problem_classes.generic_ND_FD"], [140, "module-implementations.problem_classes.nonlinear_ODE_1"], [141, "module-implementations.problem_classes.polynomial_test_problem"], [142, "module-implementations.sweeper_classes"], [143, "module-implementations.sweeper_classes.Multistep"], [144, "module-implementations.sweeper_classes.Runge_Kutta"], [145, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"], [146, "module-implementations.sweeper_classes.boris_2nd_order"], [147, "module-implementations.sweeper_classes.explicit"], [148, "module-implementations.sweeper_classes.generic_implicit"], [149, "module-implementations.sweeper_classes.generic_implicit_MPI"], [150, "module-implementations.sweeper_classes.imex_1st_order"], [151, "module-implementations.sweeper_classes.imex_1st_order_MPI"], [152, "module-implementations.sweeper_classes.imex_1st_order_mass"], [153, "module-implementations.sweeper_classes.multi_implicit"], [154, "module-implementations.sweeper_classes.verlet"], [155, "module-implementations.transfer_classes"], [156, "module-implementations.transfer_classes.BaseTransfer_mass"], [157, "module-implementations.transfer_classes.TransferFenicsMesh"], [158, "module-implementations.transfer_classes.TransferMesh"], [159, "module-implementations.transfer_classes.TransferMesh_FFT"], [160, "module-implementations.transfer_classes.TransferMesh_FFT2D"], [161, "module-implementations.transfer_classes.TransferMesh_MPIFFT"], [162, "module-implementations.transfer_classes.TransferMesh_NoCoarse"], [163, "module-implementations.transfer_classes.TransferPETScDMDA"], [164, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "base_transfer (class in core.basetransfer)": [[38, "core.BaseTransfer.base_transfer"]], "coarse (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.coarse"]], "core.basetransfer": [[38, "module-core.BaseTransfer"]], "fine (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.fine"]], "get_transfer_matrix_q() (base_transfer static method)": [[38, "core.BaseTransfer.base_transfer.get_transfer_matrix_Q"]], "logger (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.logger"]], "params (base_transfer attribute)": [[38, "core.BaseTransfer.base_transfer.params"]], "prolong() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.prolong"]], "prolong_f() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.prolong_f"]], "restrict() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.restrict"]], "collbase (class in core.collocation)": [[39, "core.Collocation.CollBase"]], "qmat (collbase attribute)": [[39, "core.Collocation.CollBase.Qmat"]], "smat (collbase attribute)": [[39, "core.Collocation.CollBase.Smat"]], "core.collocation": [[39, "module-core.Collocation"]], "delta_m (collbase attribute)": [[39, "core.Collocation.CollBase.delta_m"]], "evaluate() (collbase static method)": [[39, "core.Collocation.CollBase.evaluate"]], "left_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.left_is_node"]], "nodes (collbase attribute)": [[39, "core.Collocation.CollBase.nodes"]], "num_nodes (collbase attribute)": [[39, "core.Collocation.CollBase.num_nodes"]], "right_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.right_is_node"]], "tleft (collbase attribute)": [[39, "core.Collocation.CollBase.tleft"]], "tright (collbase attribute)": [[39, "core.Collocation.CollBase.tright"]], "weights (collbase attribute)": [[39, "core.Collocation.CollBase.weights"]], "registerparams (class in core.common)": [[40, "core.Common.RegisterParams"]], "_parnames (registerparams attribute)": [[40, "core.Common.RegisterParams._parNames"]], "_parnamesreadonly (registerparams attribute)": [[40, "core.Common.RegisterParams._parNamesReadOnly"]], "core.common": [[40, "module-core.Common"]], "params (registerparams attribute)": [[40, "core.Common.RegisterParams.params"]], "params (registerparams property)": [[40, "id0"]], "add_convergence_controller() (controller method)": [[41, "core.Controller.controller.add_convergence_controller"]], "add_hook() (controller method)": [[41, "core.Controller.controller.add_hook"]], "controller (class in core.controller)": [[41, "core.Controller.controller"]], "core.controller": [[41, "module-core.Controller"]], "dump_setup() (controller method)": [[41, "core.Controller.controller.dump_setup"]], "get_convergence_controllers_as_table() (controller method)": [[41, "core.Controller.controller.get_convergence_controllers_as_table"]], "hooks (controller property)": [[41, "core.Controller.controller.hooks"]], "return_stats() (controller method)": [[41, "core.Controller.controller.return_stats"]], "run() (controller method)": [[41, "core.Controller.controller.run"]], "setup_convergence_controllers() (controller method)": [[41, "core.Controller.controller.setup_convergence_controllers"]], "welcome_message() (controller method)": [[41, "core.Controller.controller.welcome_message"]], "convergencecontroller (class in core.convergencecontroller)": [[42, "core.ConvergenceController.ConvergenceController"]], "pars (class in core.convergencecontroller)": [[42, "core.ConvergenceController.Pars"]], "recv() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.Recv"], [42, "core.ConvergenceController.ConvergenceController.recv"]], "send() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.Send"], [42, "core.ConvergenceController.ConvergenceController.send"]], "status (class in core.convergencecontroller)": [[42, "core.ConvergenceController.Status"]], "add_variable() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.add_variable"]], "check_iteration_status() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.check_iteration_status"]], "check_parameters() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.check_parameters"]], "convergence_control() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.convergence_control"]], "core.convergencecontroller": [[42, "module-core.ConvergenceController"]], "debug() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.debug"]], "dependencies() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.dependencies"]], "determine_restart() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.determine_restart"]], "get_new_step_size() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.get_new_step_size"]], "log() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.log"]], "post_iteration_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_iteration_processing"]], "post_spread_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_spread_processing"]], "post_step_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_step_processing"]], "pre_iteration_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.pre_iteration_processing"]], "prepare_mpi_datatypes() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_MPI_datatypes"]], "prepare_mpi_logical_operations() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_MPI_logical_operations"]], "prepare_next_block() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_next_block"]], "reset_buffers_nonmpi() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_buffers_nonMPI"]], "reset_status_variables() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_status_variables"]], "reset_variable() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_variable"]], "setup() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.setup"]], "setup_status_variables() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.setup_status_variables"]], "collocationerror": [[43, "core.Errors.CollocationError"]], "communicationerror": [[43, "core.Errors.CommunicationError"]], "controllererror": [[43, "core.Errors.ControllerError"]], "convergenceerror": [[43, "core.Errors.ConvergenceError"]], "dataerror": [[43, "core.Errors.DataError"]], "parametererror": [[43, "core.Errors.ParameterError"]], "problemerror": [[43, "core.Errors.ProblemError"]], "readonlyerror": [[43, "core.Errors.ReadOnlyError"]], "transfererror": [[43, "core.Errors.TransferError"]], "unlockerror": [[43, "core.Errors.UnlockError"]], "core.errors": [[43, "module-core.Errors"]], "entry (class in core.hooks)": [[44, "core.Hooks.Entry"]], "__num_restarts (hooks attribute)": [[44, "core.Hooks.hooks.__num_restarts"]], "__stats (hooks attribute)": [[44, "core.Hooks.hooks.__stats"]], "add_to_stats() (hooks method)": [[44, "core.Hooks.hooks.add_to_stats"]], "core.hooks": [[44, "module-core.Hooks"]], "entry (hooks attribute)": [[44, "core.Hooks.hooks.entry"], [44, "id0"]], "hooks (class in core.hooks)": [[44, "core.Hooks.hooks"]], "increment_stats() (hooks method)": [[44, "core.Hooks.hooks.increment_stats"]], "iter (entry attribute)": [[44, "core.Hooks.Entry.iter"]], "level (entry attribute)": [[44, "core.Hooks.Entry.level"]], "logger (hooks attribute)": [[44, "core.Hooks.hooks.logger"]], "meta_data (hooks attribute)": [[44, "core.Hooks.hooks.meta_data"]], "num_restarts (entry attribute)": [[44, "core.Hooks.Entry.num_restarts"]], "post_comm() (hooks method)": [[44, "core.Hooks.hooks.post_comm"]], "post_iteration() (hooks method)": [[44, "core.Hooks.hooks.post_iteration"]], "post_predict() (hooks method)": [[44, "core.Hooks.hooks.post_predict"]], "post_run() (hooks method)": [[44, "core.Hooks.hooks.post_run"]], "post_setup() (hooks method)": [[44, "core.Hooks.hooks.post_setup"]], "post_step() (hooks method)": [[44, "core.Hooks.hooks.post_step"]], "post_sweep() (hooks method)": [[44, "core.Hooks.hooks.post_sweep"]], "pre_comm() (hooks method)": [[44, "core.Hooks.hooks.pre_comm"]], "pre_iteration() (hooks method)": [[44, "core.Hooks.hooks.pre_iteration"]], "pre_predict() (hooks method)": [[44, "core.Hooks.hooks.pre_predict"]], "pre_run() (hooks method)": [[44, "core.Hooks.hooks.pre_run"]], "pre_setup() (hooks method)": [[44, "core.Hooks.hooks.pre_setup"]], "pre_step() (hooks method)": [[44, "core.Hooks.hooks.pre_step"]], "pre_sweep() (hooks method)": [[44, "core.Hooks.hooks.pre_sweep"]], "process (entry attribute)": [[44, "core.Hooks.Entry.process"]], "process_sweeper (entry attribute)": [[44, "core.Hooks.Entry.process_sweeper"]], "reset_stats() (hooks method)": [[44, "core.Hooks.hooks.reset_stats"]], "return_stats() (hooks method)": [[44, "core.Hooks.hooks.return_stats"]], "sweep (entry attribute)": [[44, "core.Hooks.Entry.sweep"]], "time (entry attribute)": [[44, "core.Hooks.Entry.time"]], "type (entry attribute)": [[44, "core.Hooks.Entry.type"]], "lagrangeapproximation (class in core.lagrange)": [[45, "core.Lagrange.LagrangeApproximation"]], "computefejerrule() (in module core.lagrange)": [[45, "core.Lagrange.computeFejerRule"]], "core.lagrange": [[45, "module-core.Lagrange"]], "getintegrationmatrix() (lagrangeapproximation method)": [[45, "core.Lagrange.LagrangeApproximation.getIntegrationMatrix"]], "getinterpolationmatrix() (lagrangeapproximation method)": [[45, "core.Lagrange.LagrangeApproximation.getInterpolationMatrix"]], "n (lagrangeapproximation property)": [[45, "core.Lagrange.LagrangeApproximation.n"]], "points (lagrangeapproximation attribute)": [[45, "core.Lagrange.LagrangeApproximation.points"]], "weights (lagrangeapproximation attribute)": [[45, "core.Lagrange.LagrangeApproximation.weights"]], "core.level": [[46, "module-core.Level"]], "dt (level property)": [[46, "core.Level.level.dt"]], "f (level attribute)": [[46, "core.Level.level.f"]], "fold (level attribute)": [[46, "core.Level.level.fold"]], "level (class in core.level)": [[46, "core.Level.level"]], "level_index (level attribute)": [[46, "core.Level.level.level_index"]], "params (level attribute)": [[46, "core.Level.level.params"]], "prob (level property)": [[46, "core.Level.level.prob"]], "reset_level() (level method)": [[46, "core.Level.level.reset_level"]], "status (level attribute)": [[46, "core.Level.level.status"]], "sweep (level property)": [[46, "core.Level.level.sweep"]], "tag (level property)": [[46, "core.Level.level.tag"]], "tau (level attribute)": [[46, "core.Level.level.tau"]], "time (level property)": [[46, "core.Level.level.time"]], "u (level attribute)": [[46, "core.Level.level.u"]], "uend (level attribute)": [[46, "core.Level.level.uend"]], "uold (level attribute)": [[46, "core.Level.level.uold"]], "nodeserror": [[47, "core.Nodes.NodesError"]], "nodesgenerator (class in core.nodes)": [[47, "core.Nodes.NodesGenerator"]], "core.nodes": [[47, "module-core.Nodes"]], "evalorthogpoly() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.evalOrthogPoly"]], "getnodes() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getNodes"]], "getorthogpolycoefficients() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getOrthogPolyCoefficients"]], "gettridiagcoefficients() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getTridiagCoefficients"]], "node_type (nodesgenerator attribute)": [[47, "core.Nodes.NodesGenerator.node_type"]], "quad_type (nodesgenerator attribute)": [[47, "core.Nodes.NodesGenerator.quad_type"]], "workcounter (class in core.problem)": [[48, "core.Problem.WorkCounter"]], "apply_mass_matrix() (ptype method)": [[48, "core.Problem.ptype.apply_mass_matrix"]], "core.problem": [[48, "module-core.Problem"]], "decrement() (workcounter method)": [[48, "core.Problem.WorkCounter.decrement"]], "dtype_f (ptype attribute)": [[48, "core.Problem.ptype.dtype_f"]], "dtype_u (ptype attribute)": [[48, "core.Problem.ptype.dtype_u"]], "eval_f() (ptype method)": [[48, "core.Problem.ptype.eval_f"]], "f_init (ptype property)": [[48, "core.Problem.ptype.f_init"]], "generate_scipy_reference_solution() (ptype method)": [[48, "core.Problem.ptype.generate_scipy_reference_solution"]], "get_default_sweeper_class() (ptype class method)": [[48, "core.Problem.ptype.get_default_sweeper_class"]], "logger (ptype attribute)": [[48, "core.Problem.ptype.logger"], [48, "id0"]], "ptype (class in core.problem)": [[48, "core.Problem.ptype"]], "u_init (ptype property)": [[48, "core.Problem.ptype.u_init"]], "coarse_prob (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.coarse_prob"]], "core.spacetransfer": [[49, "module-core.SpaceTransfer"]], "fine_prob (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.fine_prob"]], "logger (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.logger"]], "params (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.params"]], "prolong() (space_transfer method)": [[49, "core.SpaceTransfer.space_transfer.prolong"]], "restrict() (space_transfer method)": [[49, "core.SpaceTransfer.space_transfer.restrict"]], "space_transfer (class in core.spacetransfer)": [[49, "core.SpaceTransfer.space_transfer"]], "connect_levels() (step method)": [[50, "core.Step.step.connect_levels"]], "core.step": [[50, "module-core.Step"]], "dt (step property)": [[50, "core.Step.step.dt"]], "init_step() (step method)": [[50, "core.Step.step.init_step"]], "levels (step attribute)": [[50, "core.Step.step.levels"]], "logger (step attribute)": [[50, "core.Step.step.logger"]], "next (step property)": [[50, "core.Step.step.next"]], "params (step attribute)": [[50, "core.Step.step.params"]], "prev (step property)": [[50, "core.Step.step.prev"]], "reset_step() (step method)": [[50, "core.Step.step.reset_step"]], "status (step attribute)": [[50, "core.Step.step.status"]], "step (class in core.step)": [[50, "core.Step.step"]], "time (step property)": [[50, "core.Step.step.time"]], "transfer() (step method)": [[50, "core.Step.step.transfer"]], "coll (sweeper attribute)": [[51, "core.Sweeper.sweeper.coll"]], "compute_end_point() (sweeper method)": [[51, "core.Sweeper.sweeper.compute_end_point"]], "compute_residual() (sweeper method)": [[51, "core.Sweeper.sweeper.compute_residual"]], "core.sweeper": [[51, "module-core.Sweeper"]], "get_qdelta_explicit() (sweeper method)": [[51, "core.Sweeper.sweeper.get_Qdelta_explicit"]], "get_qdelta_implicit() (sweeper method)": [[51, "core.Sweeper.sweeper.get_Qdelta_implicit"]], "integrate() (sweeper method)": [[51, "core.Sweeper.sweeper.integrate"]], "level (sweeper property)": [[51, "core.Sweeper.sweeper.level"]], "logger (sweeper attribute)": [[51, "core.Sweeper.sweeper.logger"]], "params (sweeper attribute)": [[51, "core.Sweeper.sweeper.params"]], "predict() (sweeper method)": [[51, "core.Sweeper.sweeper.predict"]], "rank (sweeper property)": [[51, "core.Sweeper.sweeper.rank"]], "sweeper (class in core.sweeper)": [[51, "core.Sweeper.sweeper"]], "update_nodes() (sweeper method)": [[51, "core.Sweeper.sweeper.update_nodes"]], "helpers": [[52, "module-helpers"]], "figsize() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.figsize"]], "figsize_by_journal() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.figsize_by_journal"]], "helpers.plot_helper": [[53, "module-helpers.plot_helper"]], "newfig() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.newfig"]], "savefig() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.savefig"]], "setup_mpl() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.setup_mpl"]], "get_1d_grid() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_1d_grid"]], "get_finite_difference_matrix() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_finite_difference_matrix"]], "get_finite_difference_stencil() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_finite_difference_stencil"]], "get_steps() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_steps"]], "helpers.problem_helper": [[54, "module-helpers.problem_helper"]], "frozenclass (class in helpers.pysdc_helper)": [[55, "helpers.pysdc_helper.FrozenClass"]], "__isfrozen (frozenclass attribute)": [[55, "helpers.pysdc_helper.FrozenClass.__isfrozen"]], "get() (frozenclass method)": [[55, "helpers.pysdc_helper.FrozenClass.get"]], "helpers.pysdc_helper": [[55, "module-helpers.pysdc_helper"]], "generate_description() (in module helpers.setup_helper)": [[56, "helpers.setup_helper.generate_description"]], "helpers.setup_helper": [[56, "module-helpers.setup_helper"]], "filter_stats() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.filter_stats"]], "get_list_of_types() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.get_list_of_types"]], "get_sorted() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.get_sorted"]], "helpers.stats_helper": [[57, "module-helpers.stats_helper"]], "sort_stats() (in module helpers.stats_helper)": [[57, "helpers.stats_helper.sort_stats"]], "border_padding() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.border_padding"]], "continue_periodic_array() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.continue_periodic_array"]], "helpers.transfer_helper": [[58, "module-helpers.transfer_helper"]], "interpolation_matrix_1d() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.interpolation_matrix_1d"]], "next_neighbors() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.next_neighbors"]], "next_neighbors_periodic() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.next_neighbors_periodic"]], "restriction_matrix_1d() (in module helpers.transfer_helper)": [[58, "helpers.transfer_helper.restriction_matrix_1d"]], "helpers.visualization_tools": [[59, "module-helpers.visualization_tools"]], "show_residual_across_simulation() (in module helpers.visualization_tools)": [[59, "helpers.visualization_tools.show_residual_across_simulation"]], "implementations": [[60, "module-implementations"]], "implementations.controller_classes": [[61, "module-implementations.controller_classes"]], "check_iteration_estimate() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.check_iteration_estimate"]], "controller_mpi (class in implementations.controller_classes.controller_mpi)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI"]], "default() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.default"]], "implementations.controller_classes.controller_mpi": [[62, "module-implementations.controller_classes.controller_MPI"]], "it_check() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_check"]], "it_coarse() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_coarse"]], "it_down() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_down"]], "it_fine() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_fine"]], "it_up() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.it_up"]], "pfasst() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.pfasst"]], "predict() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.predict"]], "recv() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.recv"]], "recv_full() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.recv_full"]], "restart_block() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.restart_block"]], "run() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.run"]], "send_full() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.send_full"]], "spread() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.spread"]], "wait_with_interrupt() (controller_mpi method)": [[62, "implementations.controller_classes.controller_MPI.controller_MPI.wait_with_interrupt"]], "controller_nonmpi (class in implementations.controller_classes.controller_nonmpi)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI"]], "default() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.default"]], "implementations.controller_classes.controller_nonmpi": [[63, "module-implementations.controller_classes.controller_nonMPI"]], "it_check() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_check"]], "it_coarse() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_coarse"]], "it_down() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_down"]], "it_fine() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_fine"]], "it_up() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_up"]], "pfasst() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.pfasst"]], "predict() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.predict"]], "recv_full() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.recv_full"]], "restart_block() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.restart_block"]], "run() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.run"]], "send_full() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.send_full"]], "spread() (controller_nonmpi method)": [[63, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.spread"]], "implementations.convergence_controller_classes": [[64, "module-implementations.convergence_controller_classes"]], "adaptivecollocation (class in implementations.convergence_controller_classes.adaptive_collocation)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation"]], "check_parameters() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.check_parameters"]], "implementations.convergence_controller_classes.adaptive_collocation": [[65, "module-implementations.convergence_controller_classes.adaptive_collocation"]], "matmul() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.matmul"]], "post_iteration_processing() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.post_iteration_processing"]], "post_spread_processing() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.post_spread_processing"]], "reset_status_variables() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.reset_status_variables"]], "setup() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.setup"]], "setup_status_variables() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.setup_status_variables"]], "switch_sweeper() (adaptivecollocation method)": [[65, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.switch_sweeper"]], "adaptivity (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity"]], "adaptivitybase (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase"]], "adaptivitycollocation (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation"]], "adaptivityextrapolationwithinq (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ"]], "adaptivityforconvergedcollocationproblems (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems"]], "adaptivitypolynomialerror (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError"]], "adaptivityrk (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityRK"]], "adaptivityresidual (class in implementations.convergence_controller_classes.adaptivity)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual"]], "check_parameters() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.check_parameters"]], "check_parameters() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.check_parameters"]], "check_parameters() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.check_parameters"]], "compute_optimal_step_size() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.compute_optimal_step_size"]], "dependencies() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.dependencies"]], "dependencies() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.dependencies"]], "dependencies() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.dependencies"]], "dependencies() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.dependencies"]], "dependencies() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.dependencies"]], "dependencies() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies"]], "determine_restart() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.determine_restart"]], "determine_restart() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.determine_restart"]], "determine_restart() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.determine_restart"]], "get_convergence() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.get_convergence"]], "get_convergence() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_convergence"]], "get_convergence() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.get_convergence"]], "get_convergence() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence"]], "get_local_error_estimate() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.get_local_error_estimate"]], "get_local_error_estimate() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.get_local_error_estimate"]], "get_local_error_estimate() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.get_local_error_estimate"]], "get_local_error_estimate() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_local_error_estimate"]], "get_local_error_estimate() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate"]], "get_local_error_estimate() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.get_local_error_estimate"]], "get_new_step_size() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.get_new_step_size"]], "get_new_step_size() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.get_new_step_size"]], "get_new_step_size() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.get_new_step_size"]], "get_new_step_size() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_new_step_size"]], "get_new_step_size() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size"]], "get_new_step_size() (adaptivityrk method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityRK.get_new_step_size"]], "get_new_step_size() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.get_new_step_size"]], "implementations.convergence_controller_classes.adaptivity": [[66, "module-implementations.convergence_controller_classes.adaptivity"]], "post_iteration_processing() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.post_iteration_processing"]], "reset_status_variables() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.reset_status_variables"]], "setup() (adaptivity method)": [[66, "implementations.convergence_controller_classes.adaptivity.Adaptivity.setup"]], "setup() (adaptivitybase method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase.setup"]], "setup() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.setup"]], "setup() (adaptivityextrapolationwithinq method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.setup"]], "setup() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.setup"]], "setup() (adaptivitypolynomialerror method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup"]], "setup() (adaptivityrk method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityRK.setup"]], "setup() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.setup"]], "setup_status_variables() (adaptivitycollocation method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation.setup_status_variables"]], "setup_status_variables() (adaptivityresidual method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.setup_status_variables"]], "trigger_restart_upon_nonconvergence() (adaptivityforconvergedcollocationproblems method)": [[66, "implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.trigger_restart_upon_nonconvergence"]], "basicrestarting (class in implementations.convergence_controller_classes.basic_restarting)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting"]], "basicrestartingmpi (class in implementations.convergence_controller_classes.basic_restarting)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI"]], "basicrestartingnonmpi (class in implementations.convergence_controller_classes.basic_restarting)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI"]], "dependencies() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.dependencies"]], "determine_restart() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.determine_restart"]], "determine_restart() (basicrestartingmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI.determine_restart"]], "determine_restart() (basicrestartingnonmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI.determine_restart"]], "get_implementation() (basicrestarting class method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.get_implementation"]], "implementations.convergence_controller_classes.basic_restarting": [[67, "module-implementations.convergence_controller_classes.basic_restarting"]], "prepare_next_block() (basicrestartingmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingMPI.prepare_next_block"]], "prepare_next_block() (basicrestartingnonmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI.prepare_next_block"]], "reset_buffers_nonmpi() (basicrestartingnonmpi method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestartingNonMPI.reset_buffers_nonMPI"]], "reset_status_variables() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.reset_status_variables"]], "setup() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.setup"]], "setup_status_variables() (basicrestarting method)": [[67, "implementations.convergence_controller_classes.basic_restarting.BasicRestarting.setup_status_variables"]], "checkconvergence (class in implementations.convergence_controller_classes.check_convergence)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence"]], "check_convergence() (checkconvergence static method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.check_convergence"]], "check_iteration_status() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.check_iteration_status"]], "communicate_convergence() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.communicate_convergence"]], "dependencies() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.dependencies"]], "implementations.convergence_controller_classes.check_convergence": [[68, "module-implementations.convergence_controller_classes.check_convergence"]], "setup() (checkconvergence method)": [[68, "implementations.convergence_controller_classes.check_convergence.CheckConvergence.setup"]], "checkiterationestimatornonmpi (class in implementations.convergence_controller_classes.check_iteration_estimator)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI"]], "check_iteration_status() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.check_iteration_status"]], "check_parameters() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.check_parameters"]], "dependencies() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.dependencies"]], "implementations.convergence_controller_classes.check_iteration_estimator": [[69, "module-implementations.convergence_controller_classes.check_iteration_estimator"]], "reset_buffers_nonmpi() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.reset_buffers_nonMPI"]], "setup() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.setup"]], "setup_status_variables() (checkiterationestimatornonmpi method)": [[69, "implementations.convergence_controller_classes.check_iteration_estimator.CheckIterationEstimatorNonMPI.setup_status_variables"]], "crashbase (class in implementations.convergence_controller_classes.crash)": [[70, "implementations.convergence_controller_classes.crash.CrashBase"]], "stopatmaxruntime (class in implementations.convergence_controller_classes.crash)": [[70, "implementations.convergence_controller_classes.crash.StopAtMaxRuntime"]], "stopatnan (class in implementations.convergence_controller_classes.crash)": [[70, "implementations.convergence_controller_classes.crash.StopAtNan"]], "communicate_crash() (crashbase method)": [[70, "implementations.convergence_controller_classes.crash.CrashBase.communicate_crash"]], "implementations.convergence_controller_classes.crash": [[70, "module-implementations.convergence_controller_classes.crash"]], "prepare_next_block() (stopatmaxruntime method)": [[70, "implementations.convergence_controller_classes.crash.StopAtMaxRuntime.prepare_next_block"]], "prepare_next_block() (stopatnan method)": [[70, "implementations.convergence_controller_classes.crash.StopAtNan.prepare_next_block"]], "setup() (stopatmaxruntime method)": [[70, "implementations.convergence_controller_classes.crash.StopAtMaxRuntime.setup"]], "setup() (stopatnan method)": [[70, "implementations.convergence_controller_classes.crash.StopAtNan.setup"]], "estimatecontractionfactor (class in implementations.convergence_controller_classes.estimate_contraction_factor)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor"]], "dependencies() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.dependencies"]], "implementations.convergence_controller_classes.estimate_contraction_factor": [[71, "module-implementations.convergence_controller_classes.estimate_contraction_factor"]], "post_iteration_processing() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.post_iteration_processing"]], "pre_iteration_processing() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.pre_iteration_processing"]], "reset_status_variables() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.reset_status_variables"]], "setup() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.setup"]], "setup_status_variables() (estimatecontractionfactor method)": [[71, "implementations.convergence_controller_classes.estimate_contraction_factor.EstimateContractionFactor.setup_status_variables"]], "estimateembeddederror (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError"]], "estimateembeddederrorcollocation (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation"]], "estimateembeddederrorlinearizedmpi (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedMPI"]], "estimateembeddederrorlinearizednonmpi (class in implementations.convergence_controller_classes.estimate_embedded_error)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI"]], "dependencies() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.dependencies"]], "dependencies() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.dependencies"]], "estimate_embedded_error_serial() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.estimate_embedded_error_serial"]], "get_implementation() (estimateembeddederror class method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.get_implementation"]], "implementations.convergence_controller_classes.estimate_embedded_error": [[72, "module-implementations.convergence_controller_classes.estimate_embedded_error"]], "post_iteration_processing() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.post_iteration_processing"]], "post_iteration_processing() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.post_iteration_processing"]], "post_iteration_processing() (estimateembeddederrorlinearizedmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedMPI.post_iteration_processing"]], "post_iteration_processing() (estimateembeddederrorlinearizednonmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI.post_iteration_processing"]], "reset_buffers_nonmpi() (estimateembeddederrorlinearizednonmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI.reset_buffers_nonMPI"]], "reset_status_variables() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.reset_status_variables"]], "reset_status_variables() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.reset_status_variables"]], "setup() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.setup"]], "setup() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.setup"]], "setup() (estimateembeddederrorlinearizednonmpi method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorLinearizedNonMPI.setup"]], "setup_status_variables() (estimateembeddederror method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedError.setup_status_variables"]], "setup_status_variables() (estimateembeddederrorcollocation method)": [[72, "implementations.convergence_controller_classes.estimate_embedded_error.EstimateEmbeddedErrorCollocation.setup_status_variables"]], "estimateextrapolationerrorbase (class in implementations.convergence_controller_classes.estimate_extrapolation_error)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase"]], "estimateextrapolationerrornonmpi (class in implementations.convergence_controller_classes.estimate_extrapolation_error)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI"]], "estimateextrapolationerrorwithinq (class in implementations.convergence_controller_classes.estimate_extrapolation_error)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ"]], "check_parameters() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.check_parameters"]], "get_extrapolated_error() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.get_extrapolated_error"]], "get_extrapolated_solution() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.get_extrapolated_solution"]], "get_extrapolation_coefficients() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.get_extrapolation_coefficients"]], "implementations.convergence_controller_classes.estimate_extrapolation_error": [[73, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"]], "post_iteration_processing() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.post_iteration_processing"]], "post_iteration_processing() (estimateextrapolationerrorwithinq method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ.post_iteration_processing"]], "prepare_next_block() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.prepare_next_block"]], "reset_status_variables() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.reset_status_variables"]], "setup() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.setup"]], "setup() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.setup"]], "setup() (estimateextrapolationerrorwithinq method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ.setup"]], "setup_status_variables() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.setup_status_variables"]], "setup_status_variables() (estimateextrapolationerrornonmpi method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorNonMPI.setup_status_variables"]], "store_values() (estimateextrapolationerrorbase method)": [[73, "implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.store_values"]], "estimatepolynomialerror (class in implementations.convergence_controller_classes.estimate_polynomial_error)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError"]], "check_parameters() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters"]], "implementations.convergence_controller_classes.estimate_polynomial_error": [[74, "module-implementations.convergence_controller_classes.estimate_polynomial_error"]], "matmul() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul"]], "post_iteration_processing() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing"]], "reset_status_variables() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables"]], "setup() (estimatepolynomialerror method)": [[74, "implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup"]], "hotrod (class in implementations.convergence_controller_classes.hotrod)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod"]], "check_parameters() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.check_parameters"]], "dependencies() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.dependencies"]], "determine_restart() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.determine_restart"]], "implementations.convergence_controller_classes.hotrod": [[75, "module-implementations.convergence_controller_classes.hotrod"]], "post_iteration_processing() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.post_iteration_processing"]], "setup() (hotrod method)": [[75, "implementations.convergence_controller_classes.hotrod.HotRod.setup"]], "newtoninexactness (class in implementations.convergence_controller_classes.inexactness)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness"]], "dependencies() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.dependencies"]], "implementations.convergence_controller_classes.inexactness": [[76, "module-implementations.convergence_controller_classes.inexactness"]], "post_iteration_processing() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.post_iteration_processing"]], "set_maxiter() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.set_maxiter"]], "set_tolerance() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.set_tolerance"]], "setup() (newtoninexactness method)": [[76, "implementations.convergence_controller_classes.inexactness.NewtonInexactness.setup"]], "interpolatebetweenrestarts (class in implementations.convergence_controller_classes.interpolate_between_restarts)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts"]], "implementations.convergence_controller_classes.interpolate_between_restarts": [[77, "module-implementations.convergence_controller_classes.interpolate_between_restarts"]], "post_iteration_processing() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.post_iteration_processing"]], "post_spread_processing() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.post_spread_processing"]], "setup() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.setup"]], "setup_status_variables() (interpolatebetweenrestarts method)": [[77, "implementations.convergence_controller_classes.interpolate_between_restarts.InterpolateBetweenRestarts.setup_status_variables"]], "spreadstepsizesblockwise (class in implementations.convergence_controller_classes.spread_step_sizes)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise"]], "spreadstepsizesblockwisempi (class in implementations.convergence_controller_classes.spread_step_sizes)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI"]], "spreadstepsizesblockwisenonmpi (class in implementations.convergence_controller_classes.spread_step_sizes)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI"]], "get_implementation() (spreadstepsizesblockwise class method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise.get_implementation"]], "get_step_from_which_to_spread() (spreadstepsizesblockwise method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise.get_step_from_which_to_spread"]], "get_step_from_which_to_spread() (spreadstepsizesblockwisempi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI.get_step_from_which_to_spread"]], "get_step_from_which_to_spread() (spreadstepsizesblockwisenonmpi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI.get_step_from_which_to_spread"]], "implementations.convergence_controller_classes.spread_step_sizes": [[78, "module-implementations.convergence_controller_classes.spread_step_sizes"]], "prepare_next_block() (spreadstepsizesblockwisempi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseMPI.prepare_next_block"]], "prepare_next_block() (spreadstepsizesblockwisenonmpi method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwiseNonMPI.prepare_next_block"]], "setup() (spreadstepsizesblockwise method)": [[78, "implementations.convergence_controller_classes.spread_step_sizes.SpreadStepSizesBlockwise.setup"]], "stepsizelimiter (class in implementations.convergence_controller_classes.step_size_limiter)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter"]], "stepsizeslopelimiter (class in implementations.convergence_controller_classes.step_size_limiter)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter"]], "dependencies() (stepsizelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter.dependencies"]], "get_new_step_size() (stepsizelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter.get_new_step_size"]], "get_new_step_size() (stepsizeslopelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter.get_new_step_size"]], "implementations.convergence_controller_classes.step_size_limiter": [[79, "module-implementations.convergence_controller_classes.step_size_limiter"]], "setup() (stepsizelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeLimiter.setup"]], "setup() (stepsizeslopelimiter method)": [[79, "implementations.convergence_controller_classes.step_size_limiter.StepSizeSlopeLimiter.setup"]], "storeuold (class in implementations.convergence_controller_classes.store_uold)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld"]], "implementations.convergence_controller_classes.store_uold": [[80, "module-implementations.convergence_controller_classes.store_uold"]], "post_iteration_processing() (storeuold method)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld.post_iteration_processing"]], "post_spread_processing() (storeuold method)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld.post_spread_processing"]], "setup() (storeuold method)": [[80, "implementations.convergence_controller_classes.store_uold.StoreUOld.setup"]], "implementations.datatype_classes": [[81, "module-implementations.datatype_classes"]], "bcast() (cupy_mesh method)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.bcast"]], "comm (cupy_mesh property)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.comm"]], "comp1 (comp2_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh.comp1"]], "comp2 (comp2_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh.comp2"]], "comp2_cupy_mesh (class in implementations.datatype_classes.cupy_mesh)": [[82, "implementations.datatype_classes.cupy_mesh.comp2_cupy_mesh"]], "cupy_mesh (class in implementations.datatype_classes.cupy_mesh)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh"]], "expl (imex_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh.expl"]], "imex_cupy_mesh (class in implementations.datatype_classes.cupy_mesh)": [[82, "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh"]], "impl (imex_cupy_mesh attribute)": [[82, "implementations.datatype_classes.cupy_mesh.imex_cupy_mesh.impl"]], "implementations.datatype_classes.cupy_mesh": [[82, "module-implementations.datatype_classes.cupy_mesh"]], "irecv() (cupy_mesh method)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.irecv"]], "isend() (cupy_mesh method)": [[82, "implementations.datatype_classes.cupy_mesh.cupy_mesh.isend"]], "expl (rhs_fenics_mesh attribute)": [[83, "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh.expl"]], "fenics_mesh (class in implementations.datatype_classes.fenics_mesh)": [[83, "implementations.datatype_classes.fenics_mesh.fenics_mesh"]], "impl (rhs_fenics_mesh attribute)": [[83, "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh.impl"]], "implementations.datatype_classes.fenics_mesh": [[83, "module-implementations.datatype_classes.fenics_mesh"]], "rhs_fenics_mesh (class in implementations.datatype_classes.fenics_mesh)": [[83, "implementations.datatype_classes.fenics_mesh.rhs_fenics_mesh"]], "values (fenics_mesh attribute)": [[83, "implementations.datatype_classes.fenics_mesh.fenics_mesh.values"]], "_comm (mesh attribute)": [[84, "implementations.datatype_classes.mesh.mesh._comm"]], "bcast() (mesh method)": [[84, "implementations.datatype_classes.mesh.mesh.bcast"]], "comm (mesh property)": [[84, "implementations.datatype_classes.mesh.mesh.comm"]], "comp1 (comp2_mesh attribute)": [[84, "implementations.datatype_classes.mesh.comp2_mesh.comp1"]], "comp2 (comp2_mesh attribute)": [[84, "implementations.datatype_classes.mesh.comp2_mesh.comp2"]], "comp2_mesh (class in implementations.datatype_classes.mesh)": [[84, "implementations.datatype_classes.mesh.comp2_mesh"]], "expl (imex_mesh attribute)": [[84, "implementations.datatype_classes.mesh.imex_mesh.expl"]], "imex_mesh (class in implementations.datatype_classes.mesh)": [[84, "implementations.datatype_classes.mesh.imex_mesh"]], "impl (imex_mesh attribute)": [[84, "implementations.datatype_classes.mesh.imex_mesh.impl"]], "implementations.datatype_classes.mesh": [[84, "module-implementations.datatype_classes.mesh"]], "irecv() (mesh method)": [[84, "implementations.datatype_classes.mesh.mesh.irecv"]], "isend() (mesh method)": [[84, "implementations.datatype_classes.mesh.mesh.isend"]], "mesh (class in implementations.datatype_classes.mesh)": [[84, "implementations.datatype_classes.mesh.mesh"]], "acceleration (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.acceleration"]], "elec (fields attribute)": [[85, "implementations.datatype_classes.particles.fields.elec"]], "fields (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.fields"]], "fields.electric (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.fields.electric"]], "fields.magnetic (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.fields.magnetic"]], "implementations.datatype_classes.particles": [[85, "module-implementations.datatype_classes.particles"]], "isend() (particles method)": [[85, "implementations.datatype_classes.particles.particles.isend"]], "magn (fields attribute)": [[85, "implementations.datatype_classes.particles.fields.magn"]], "particles (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.particles"]], "particles.position (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.particles.position"]], "particles.velocity (class in implementations.datatype_classes.particles)": [[85, "implementations.datatype_classes.particles.particles.velocity"]], "pos (particles attribute)": [[85, "implementations.datatype_classes.particles.particles.pos"]], "recv() (particles method)": [[85, "implementations.datatype_classes.particles.particles.recv"]], "send() (particles method)": [[85, "implementations.datatype_classes.particles.particles.send"]], "vel (particles attribute)": [[85, "implementations.datatype_classes.particles.particles.vel"]], "bcast() (petsc_vec method)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec.bcast"]], "expl (petsc_vec_comp2 attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_comp2.expl"]], "expl (petsc_vec_imex attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_imex.expl"]], "impl (petsc_vec_comp2 attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_comp2.impl"]], "impl (petsc_vec_imex attribute)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_imex.impl"]], "implementations.datatype_classes.petsc_vec": [[86, "module-implementations.datatype_classes.petsc_vec"]], "irecv() (petsc_vec method)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec.irecv"]], "isend() (petsc_vec method)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec.isend"]], "petsc_vec (class in implementations.datatype_classes.petsc_vec)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec"]], "petsc_vec_comp2 (class in implementations.datatype_classes.petsc_vec)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_comp2"]], "petsc_vec_imex (class in implementations.datatype_classes.petsc_vec)": [[86, "implementations.datatype_classes.petsc_vec.petsc_vec_imex"]], "implementations.problem_classes": [[87, "module-implementations.problem_classes"]], "a (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.A"]], "dx (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.Dx"], [88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.dx"]], "id (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.Id"]], "acoustic_1d_imex (class in implementations.problem_classes.acousticadvection_1d_fd_imex)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex"]], "dtype_f (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.dtype_f"]], "dtype_u (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.dtype_u"]], "eval_f() (acoustic_1d_imex method)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.eval_f"]], "implementations.problem_classes.acousticadvection_1d_fd_imex": [[88, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"]], "mesh (acoustic_1d_imex attribute)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.mesh"]], "solve_system() (acoustic_1d_imex method)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.solve_system"]], "u_exact() (acoustic_1d_imex method)": [[88, "implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.u_exact"]], "advectiondiffusion1d_imex (class in implementations.problem_classes.advectiondiffusionequation_1d_fft)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex"]], "advectiondiffusion1d_implicit (class in implementations.problem_classes.advectiondiffusionequation_1d_fft)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit"]], "ddx (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.ddx"]], "dtype_f (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.dtype_f"]], "dtype_f (advectiondiffusion1d_implicit attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.dtype_f"]], "dtype_u (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.dtype_u"]], "dtype_u (advectiondiffusion1d_implicit attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.dtype_u"]], "eval_f() (advectiondiffusion1d_imex method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.eval_f"]], "eval_f() (advectiondiffusion1d_implicit method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.eval_f"]], "implementations.problem_classes.advectiondiffusionequation_1d_fft": [[89, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"]], "lap (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.lap"]], "solve_system() (advectiondiffusion1d_imex method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.solve_system"]], "solve_system() (advectiondiffusion1d_implicit method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_implicit.solve_system"]], "u_exact() (advectiondiffusion1d_imex method)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.u_exact"]], "xvalues (advectiondiffusion1d_imex attribute)": [[89, "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex.xvalues"]], "a (advectionnd attribute)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd.A"]], "id (advectionnd attribute)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd.Id"]], "advectionnd (class in implementations.problem_classes.advectionequation_nd_fd)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd"]], "implementations.problem_classes.advectionequation_nd_fd": [[90, "module-implementations.problem_classes.AdvectionEquation_ND_FD"]], "u_exact() (advectionnd method)": [[90, "implementations.problem_classes.AdvectionEquation_ND_FD.advectionNd.u_exact"]], "a (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.A"]], "a (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.A"]], "allencahn_front_finel (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel"]], "allencahn_front_fullyimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit"]], "allencahn_front_semiimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit"]], "allencahn_periodic_fullyimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit"]], "allencahn_periodic_multiimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit"]], "allencahn_periodic_semiimplicit (class in implementations.problem_classes.allencahn_1d_fd)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit"]], "dtype_f (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.dtype_f"]], "dtype_f (allencahn_front_semiimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit.dtype_f"]], "dtype_f (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.dtype_f"]], "dtype_f (allencahn_periodic_multiimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.dtype_f"]], "dtype_f (allencahn_periodic_semiimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit.dtype_f"]], "dtype_u (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.dtype_u"]], "dtype_u (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.dtype_u"]], "dx (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.dx"]], "dx (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.dx"]], "eval_f() (allencahn_front_finel method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel.eval_f"]], "eval_f() (allencahn_front_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.eval_f"]], "eval_f() (allencahn_front_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit.eval_f"]], "eval_f() (allencahn_periodic_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.eval_f"]], "eval_f() (allencahn_periodic_multiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.eval_f"]], "eval_f() (allencahn_periodic_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit.eval_f"]], "implementations.problem_classes.allencahn_1d_fd": [[91, "module-implementations.problem_classes.AllenCahn_1D_FD"]], "solve_system() (allencahn_front_finel method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_finel.solve_system"]], "solve_system() (allencahn_front_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.solve_system"]], "solve_system() (allencahn_front_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_semiimplicit.solve_system"]], "solve_system() (allencahn_periodic_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.solve_system"]], "solve_system() (allencahn_periodic_semiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_semiimplicit.solve_system"]], "solve_system_1() (allencahn_periodic_multiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.solve_system_1"]], "solve_system_2() (allencahn_periodic_multiimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_multiimplicit.solve_system_2"]], "u_exact() (allencahn_front_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.u_exact"]], "u_exact() (allencahn_periodic_fullyimplicit method)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.u_exact"]], "uext (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.uext"]], "work_counters (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.work_counters"]], "work_counters (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.work_counters"]], "xvalues (allencahn_front_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_front_fullyimplicit.xvalues"]], "xvalues (allencahn_periodic_fullyimplicit attribute)": [[91, "implementations.problem_classes.AllenCahn_1D_FD.allencahn_periodic_fullyimplicit.xvalues"]], "a (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.A"]], "allencahn_fullyimplicit (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit"]], "allencahn_multiimplicit (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit"]], "allencahn_multiimplicit_v2 (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2"]], "allencahn_semiimplicit (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit"]], "allencahn_semiimplicit_v2 (class in implementations.problem_classes.allencahn_2d_fd)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2"]], "dtype_f (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.dtype_f"]], "dtype_f (allencahn_multiimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.dtype_f"]], "dtype_f (allencahn_multiimplicit_v2 attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.dtype_f"]], "dtype_f (allencahn_semiimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.dtype_f"]], "dtype_f (allencahn_semiimplicit_v2 attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2.dtype_f"]], "dtype_u (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.dtype_u"]], "dx (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.dx"]], "eval_f() (allencahn_fullyimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.eval_f"]], "eval_f() (allencahn_multiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.eval_f"]], "eval_f() (allencahn_multiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.eval_f"]], "eval_f() (allencahn_semiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.eval_f"]], "eval_f() (allencahn_semiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2.eval_f"]], "implementations.problem_classes.allencahn_2d_fd": [[92, "module-implementations.problem_classes.AllenCahn_2D_FD"]], "lin_itercount (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.lin_itercount"]], "lin_ncalls (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.lin_ncalls"]], "newton_itercount (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.newton_itercount"]], "newton_ncalls (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.newton_ncalls"]], "solve_system() (allencahn_fullyimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.solve_system"]], "solve_system() (allencahn_semiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.solve_system"]], "solve_system() (allencahn_semiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit_v2.solve_system"]], "solve_system_1() (allencahn_multiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.solve_system_1"]], "solve_system_1() (allencahn_multiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.solve_system_1"]], "solve_system_2() (allencahn_multiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit.solve_system_2"]], "solve_system_2() (allencahn_multiimplicit_v2 method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_multiimplicit_v2.solve_system_2"]], "u_exact() (allencahn_fullyimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.u_exact"]], "u_exact() (allencahn_semiimplicit method)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_semiimplicit.u_exact"]], "xvalues (allencahn_fullyimplicit attribute)": [[92, "implementations.problem_classes.AllenCahn_2D_FD.allencahn_fullyimplicit.xvalues"]], "allencahn2d_imex (class in implementations.problem_classes.allencahn_2d_fft)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex"]], "allencahn2d_imex_stab (class in implementations.problem_classes.allencahn_2d_fft)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab"]], "dtype_f (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.dtype_f"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.dtype_f"]], "dtype_u (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.dtype_u"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.dtype_u"]], "dx (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.dx"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.dx"]], "dx (allencahn2d_imex_stab attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.dx"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.dx"]], "eval_f() (allencahn2d_imex method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.eval_f"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.eval_f"]], "eval_f() (allencahn2d_imex_stab method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.eval_f"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.eval_f"]], "implementations.problem_classes.allencahn_2d_fft": [[94, "module-implementations.problem_classes.AllenCahn_2D_FFT"]], "lap (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.lap"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.lap"]], "lap (allencahn2d_imex_stab attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.lap"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.lap"]], "solve_system() (allencahn2d_imex method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.solve_system"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.solve_system"]], "solve_system() (allencahn2d_imex_stab method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.solve_system"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.solve_system"]], "u_exact() (allencahn2d_imex method)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.u_exact"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.u_exact"]], "xvalues (allencahn2d_imex attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex.xvalues"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex.xvalues"]], "xvalues (allencahn2d_imex_stab attribute)": [[94, "implementations.problem_classes.AllenCahn_2D_FFT.allencahn2d_imex_stab.xvalues"], [95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab.xvalues"]], "allencahn2d_imex (class in implementations.problem_classes.allencahn_2d_fft_gpu)": [[95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex"]], "allencahn2d_imex_stab (class in implementations.problem_classes.allencahn_2d_fft_gpu)": [[95, "implementations.problem_classes.AllenCahn_2D_FFT_gpu.allencahn2d_imex_stab"]], "implementations.problem_classes.allencahn_2d_fft_gpu": [[95, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"]], "k2 (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.K2"]], "x (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.X"]], "allencahn_imex (class in implementations.problem_classes.allencahn_mpifft)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex"]], "allencahn_imex_timeforcing (class in implementations.problem_classes.allencahn_mpifft)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex_timeforcing"]], "dtype_f (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dtype_f"]], "dtype_u (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dtype_u"]], "dx (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dx"]], "dy (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.dy"]], "eval_f() (allencahn_imex method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.eval_f"]], "eval_f() (allencahn_imex_timeforcing method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex_timeforcing.eval_f"]], "fft (allencahn_imex attribute)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.fft"]], "implementations.problem_classes.allencahn_mpifft": [[96, "module-implementations.problem_classes.AllenCahn_MPIFFT"]], "solve_system() (allencahn_imex method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.solve_system"]], "u_exact() (allencahn_imex method)": [[96, "implementations.problem_classes.AllenCahn_MPIFFT.allencahn_imex.u_exact"]], "d (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.D"]], "k2 (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.K2"]], "l (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.L"]], "tm (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.TM"]], "x (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.X"]], "allencahn_temp_imex (class in implementations.problem_classes.allencahn_temp_mpifft)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex"]], "comm (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.comm"]], "dtype_f (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dtype_f"]], "dtype_u (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dtype_u"]], "dw (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dw"]], "dx (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dx"]], "dy (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.dy"]], "eps (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.eps"]], "eval_f() (allencahn_temp_imex method)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.eval_f"]], "fft (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.fft"]], "implementations.problem_classes.allencahn_temp_mpifft": [[97, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"]], "init_type (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.init_type"]], "nvars (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.nvars"]], "radius (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.radius"]], "solve_system() (allencahn_temp_imex method)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.solve_system"]], "spectral (allencahn_temp_imex attribute)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.spectral"]], "u_exact() (allencahn_temp_imex method)": [[97, "implementations.problem_classes.AllenCahn_Temp_MPIFFT.allencahn_temp_imex.u_exact"]], "auzinger (class in implementations.problem_classes.auzinger_implicit)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger"]], "dtype_f (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.dtype_f"]], "dtype_u (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.dtype_u"]], "eval_f() (auzinger method)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.eval_f"]], "implementations.problem_classes.auzinger_implicit": [[98, "module-implementations.problem_classes.Auzinger_implicit"]], "newton_maxiter (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.newton_maxiter"]], "newton_tol (auzinger attribute)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.newton_tol"]], "solve_system() (auzinger method)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.solve_system"]], "u_exact() (auzinger method)": [[98, "implementations.problem_classes.Auzinger_implicit.auzinger.u_exact"]], "a (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.A"]], "battery (class in implementations.problem_classes.battery)": [[99, "implementations.problem_classes.Battery.battery"]], "battery_implicit (class in implementations.problem_classes.battery)": [[99, "implementations.problem_classes.Battery.battery_implicit"]], "battery_n_capacitors (class in implementations.problem_classes.battery)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors"]], "count_switches() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.count_switches"]], "dtype_f (battery attribute)": [[99, "implementations.problem_classes.Battery.battery.dtype_f"]], "dtype_f (battery_implicit attribute)": [[99, "implementations.problem_classes.Battery.battery_implicit.dtype_f"]], "dtype_f (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.dtype_f"]], "dtype_u (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.dtype_u"]], "eval_f() (battery method)": [[99, "implementations.problem_classes.Battery.battery.eval_f"]], "eval_f() (battery_implicit method)": [[99, "implementations.problem_classes.Battery.battery_implicit.eval_f"]], "eval_f() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.eval_f"]], "get_problem_dict() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.get_problem_dict"]], "get_switching_info() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.get_switching_info"]], "implementations.problem_classes.battery": [[99, "module-implementations.problem_classes.Battery"]], "nswitches (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.nswitches"]], "solve_system() (battery method)": [[99, "implementations.problem_classes.Battery.battery.solve_system"]], "solve_system() (battery_implicit method)": [[99, "implementations.problem_classes.Battery.battery_implicit.solve_system"]], "solve_system() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.solve_system"]], "switch_a (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.switch_A"]], "switch_f (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.switch_f"]], "t_switch (battery_n_capacitors attribute)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.t_switch"]], "u_exact() (battery method)": [[99, "implementations.problem_classes.Battery.battery.u_exact"]], "u_exact() (battery_n_capacitors method)": [[99, "implementations.problem_classes.Battery.battery_n_capacitors.u_exact"]], "work_counters (battery_implicit attribute)": [[99, "implementations.problem_classes.Battery.battery_implicit.work_counters"]], "d_upwind (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.D_upwind"]], "id (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.Id"]], "m (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.M"]], "n (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.N"]], "bc_hor (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.bc_hor"]], "bc_ver (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.bc_ver"]], "boussinesq_2d_imex (class in implementations.problem_classes.boussinesq_2d_fd_imex)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex"]], "dtype_f (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.dtype_f"]], "dtype_u (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.dtype_u"]], "eval_f() (boussinesq_2d_imex method)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.eval_f"]], "gmres_logger (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.gmres_logger"]], "h (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.h"]], "implementations.problem_classes.boussinesq_2d_fd_imex": [[100, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"]], "solve_system() (boussinesq_2d_imex method)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.solve_system"]], "u_exact() (boussinesq_2d_imex method)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.u_exact"]], "xx (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.xx"]], "zz (boussinesq_2d_imex attribute)": [[100, "implementations.problem_classes.Boussinesq_2D_FD_imex.boussinesq_2d_imex.zz"]], "a (buck_converter attribute)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.A"]], "buck_converter (class in implementations.problem_classes.buckconverter)": [[101, "implementations.problem_classes.BuckConverter.buck_converter"]], "dtype_f (buck_converter attribute)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.dtype_f"]], "dtype_u (buck_converter attribute)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.dtype_u"]], "eval_f() (buck_converter method)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.eval_f"]], "implementations.problem_classes.buckconverter": [[101, "module-implementations.problem_classes.BuckConverter"]], "solve_system() (buck_converter method)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.solve_system"]], "u_exact() (buck_converter method)": [[101, "implementations.problem_classes.BuckConverter.buck_converter.u_exact"]], "discontinuoustestode (class in implementations.problem_classes.discontinuoustestode)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE"]], "count_switches() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.count_switches"]], "dtype_f (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.dtype_f"]], "dtype_u (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.dtype_u"]], "eval_f() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.eval_f"]], "get_switching_info() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.get_switching_info"]], "implementations.problem_classes.discontinuoustestode": [[102, "module-implementations.problem_classes.DiscontinuousTestODE"]], "nswitches (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.nswitches"]], "solve_system() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.solve_system"]], "t_switch (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.t_switch"]], "t_switch_exact (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.t_switch_exact"]], "u_exact() (discontinuoustestode method)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.u_exact"]], "work_counters (discontinuoustestode attribute)": [[102, "implementations.problem_classes.DiscontinuousTestODE.DiscontinuousTestODE.work_counters"]], "dtype_f (swfw_scalar attribute)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.dtype_f"]], "dtype_u (swfw_scalar attribute)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.dtype_u"]], "eval_f() (swfw_scalar method)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.eval_f"]], "implementations.problem_classes.fastwaveslowwave_0d": [[103, "module-implementations.problem_classes.FastWaveSlowWave_0D"]], "solve_system() (swfw_scalar method)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.solve_system"]], "swfw_scalar (class in implementations.problem_classes.fastwaveslowwave_0d)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar"]], "u_exact() (swfw_scalar method)": [[103, "implementations.problem_classes.FastWaveSlowWave_0D.swfw_scalar.u_exact"]], "dtype_f (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.dtype_f"]], "dtype_u (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.dtype_u"]], "dx (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.dx"]], "eval_f() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.eval_f"]], "eval_hamiltonian() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.eval_hamiltonian"]], "eval_mode_energy() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.eval_mode_energy"]], "fermi_pasta_ulam_tsingou (class in implementations.problem_classes.fermipastaulamtsingou)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou"]], "implementations.problem_classes.fermipastaulamtsingou": [[104, "module-implementations.problem_classes.FermiPastaUlamTsingou"]], "ones (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.ones"]], "u_exact() (fermi_pasta_ulam_tsingou method)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.u_exact"]], "xvalues (fermi_pasta_ulam_tsingou attribute)": [[104, "implementations.problem_classes.FermiPastaUlamTsingou.fermi_pasta_ulam_tsingou.xvalues"]], "g (full_solar_system attribute)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.G"]], "dtype_f (full_solar_system attribute)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.dtype_f"]], "dtype_u (full_solar_system attribute)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.dtype_u"]], "full_solar_system (class in implementations.problem_classes.fullsolarsystem)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system"]], "implementations.problem_classes.fullsolarsystem": [[105, "module-implementations.problem_classes.FullSolarSystem"]], "u_exact() (full_solar_system method)": [[105, "implementations.problem_classes.FullSolarSystem.full_solar_system.u_exact"]], "a (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.A"]], "dtype_f (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.dtype_f"]], "dtype_u (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.dtype_u"]], "dx (generalized_fisher attribute)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.dx"]], "eval_f() (generalized_fisher method)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.eval_f"]], "generalized_fisher (class in implementations.problem_classes.generalizedfisher_1d_fd_implicit)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher"]], "implementations.problem_classes.generalizedfisher_1d_fd_implicit": [[106, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"]], "solve_system() (generalized_fisher method)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.solve_system"]], "u_exact() (generalized_fisher method)": [[106, "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher.u_exact"]], "a (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.A"]], "f (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.F"]], "fisher_full (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full"]], "fisher_reaction (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction"]], "j (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.J"]], "col (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.col"]], "dtype_f (petsc_fisher_fullyimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit.dtype_f"]], "dtype_f (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.dtype_f"]], "dtype_f (petsc_fisher_semiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit.dtype_f"]], "dtype_u (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.dtype_u"]], "dx (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.dx"]], "eval_f() (petsc_fisher_fullyimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit.eval_f"]], "eval_f() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.eval_f"]], "eval_f() (petsc_fisher_semiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit.eval_f"]], "formfunction() (fisher_full method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.formFunction"]], "formfunction() (fisher_reaction method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction.formFunction"]], "formjacobian() (fisher_full method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.formJacobian"]], "formjacobian() (fisher_reaction method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction.formJacobian"]], "get_sys_mat() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.get_sys_mat"]], "implementations.problem_classes.generalizedfisher_1d_petsc": [[107, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"]], "ksp (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.ksp"]], "localx (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.localX"]], "localx (fisher_reaction attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_reaction.localX"]], "localx (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.localX"]], "mx (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.mx"]], "petsc_fisher_fullyimplicit (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit"]], "petsc_fisher_multiimplicit (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit"]], "petsc_fisher_semiimplicit (class in implementations.problem_classes.generalizedfisher_1d_petsc)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit"]], "row (fisher_full attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.Fisher_full.row"]], "snes (petsc_fisher_multiimplicit attribute)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.snes"]], "solve_system() (petsc_fisher_fullyimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_fullyimplicit.solve_system"]], "solve_system() (petsc_fisher_semiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_semiimplicit.solve_system"]], "solve_system_1() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.solve_system_1"]], "solve_system_2() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.solve_system_2"]], "u_exact() (petsc_fisher_multiimplicit method)": [[107, "implementations.problem_classes.GeneralizedFisher_1D_PETSc.petsc_fisher_multiimplicit.u_exact"]], "f (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.F"]], "f1 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.F1"]], "f2 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.F2"]], "m (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.M"]], "v (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.V"]], "dtype_f (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.dtype_f"]], "dtype_u (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.dtype_u"]], "eval_f() (fenics_grayscott method)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.eval_f"]], "fenics_grayscott (class in implementations.problem_classes.grayscott_1d_fenics_implicit)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott"]], "implementations.problem_classes.grayscott_1d_fenics_implicit": [[108, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"]], "solve_system() (fenics_grayscott method)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.solve_system"]], "u_exact() (fenics_grayscott method)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.u_exact"]], "w (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.w"]], "w1 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.w1"]], "w2 (fenics_grayscott attribute)": [[108, "implementations.problem_classes.GrayScott_1D_FEniCS_implicit.fenics_grayscott.w2"]], "amat (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.AMat"]], "gs_full (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full"]], "gs_reaction (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction"]], "id (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.Id"]], "dtype_f (petsc_grayscott_fullyimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit.dtype_f"]], "dtype_f (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dtype_f"]], "dtype_f (petsc_grayscott_semiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit.dtype_f"]], "dtype_u (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dtype_u"]], "dx (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dx"]], "dy (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.dy"]], "eval_f() (petsc_grayscott_fullyimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit.eval_f"]], "eval_f() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.eval_f"]], "eval_f() (petsc_grayscott_semiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit.eval_f"]], "formfunction() (gs_full method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full.formFunction"]], "formfunction() (gs_reaction method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction.formFunction"]], "formjacobian() (gs_full method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full.formJacobian"]], "formjacobian() (gs_reaction method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction.formJacobian"]], "implementations.problem_classes.grayscott_2d_petsc_periodic": [[109, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"]], "ksp (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.ksp"]], "localx (gs_full attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_full.localX"]], "localx (gs_reaction attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.GS_reaction.localX"]], "localx (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.localX"]], "petsc_grayscott_fullyimplicit (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit"]], "petsc_grayscott_multiimplicit (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit"]], "petsc_grayscott_semiimplicit (class in implementations.problem_classes.grayscott_2d_petsc_periodic)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit"]], "snes (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.snes"]], "snes_itercount (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.snes_itercount"]], "snes_ncalls (petsc_grayscott_multiimplicit attribute)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.snes_ncalls"]], "solve_system() (petsc_grayscott_fullyimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_fullyimplicit.solve_system"]], "solve_system() (petsc_grayscott_semiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_semiimplicit.solve_system"]], "solve_system_1() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.solve_system_1"]], "solve_system_2() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.solve_system_2"]], "u_exact() (petsc_grayscott_multiimplicit method)": [[109, "implementations.problem_classes.GrayScott_2D_PETSc_periodic.petsc_grayscott_multiimplicit.u_exact"]], "ku (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.Ku"]], "ku (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.Ku"]], "kv (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.Kv"]], "kv (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.Kv"]], "x (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.X"]], "x (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.X"]], "dtype_f (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.dtype_f"]], "dtype_f (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.dtype_f"]], "dtype_f (grayscott_mi_linear attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.dtype_f"]], "dtype_u (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.dtype_u"]], "eval_f() (grayscott_imex_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.eval_f"]], "eval_f() (grayscott_imex_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_linear.eval_f"]], "eval_f() (grayscott_mi_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.eval_f"]], "eval_f() (grayscott_mi_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.eval_f"]], "fft (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.fft"]], "fft (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.fft"]], "grayscott_imex_diffusion (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion"]], "grayscott_imex_linear (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_linear"]], "grayscott_mi_diffusion (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion"]], "grayscott_mi_linear (class in implementations.problem_classes.grayscott_mpifft)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear"]], "implementations.problem_classes.grayscott_mpifft": [[110, "module-implementations.problem_classes.GrayScott_MPIFFT"]], "ndim (grayscott_imex_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.ndim"]], "ndim (grayscott_mi_diffusion attribute)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.ndim"]], "solve_system() (grayscott_imex_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.solve_system"]], "solve_system_1() (grayscott_mi_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.solve_system_1"]], "solve_system_1() (grayscott_mi_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.solve_system_1"]], "solve_system_2() (grayscott_mi_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_diffusion.solve_system_2"]], "solve_system_2() (grayscott_mi_linear method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_mi_linear.solve_system_2"]], "u_exact() (grayscott_imex_diffusion method)": [[110, "implementations.problem_classes.GrayScott_MPIFFT.grayscott_imex_diffusion.u_exact"]], "dtype_f (harmonic_oscillator attribute)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.dtype_f"]], "dtype_u (harmonic_oscillator attribute)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.dtype_u"]], "eval_f() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.eval_f"]], "eval_hamiltonian() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.eval_hamiltonian"]], "harmonic_oscillator (class in implementations.problem_classes.harmonicoscillator)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator"]], "implementations.problem_classes.harmonicoscillator": [[111, "module-implementations.problem_classes.HarmonicOscillator"]], "u_exact() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.u_exact"]], "u_init() (harmonic_oscillator method)": [[111, "implementations.problem_classes.HarmonicOscillator.harmonic_oscillator.u_init"]], "k (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.K"]], "k (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.K"]], "m (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.M"]], "m (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.M"]], "v (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.V"]], "v (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.V"]], "apply_mass_matrix() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.apply_mass_matrix"]], "bc (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.bc"]], "bc (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.bc"]], "dtype_f (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.dtype_f"]], "dtype_u (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.dtype_u"]], "eval_f() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.eval_f"]], "eval_f() (fenics_heat_mass method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.eval_f"]], "fenics_heat (class in implementations.problem_classes.heatequation_1d_fenics_matrix_forced)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat"]], "fenics_heat_mass (class in implementations.problem_classes.heatequation_1d_fenics_matrix_forced)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass"]], "g (fenics_heat attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.g"]], "g (fenics_heat_mass attribute)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.g"]], "implementations.problem_classes.heatequation_1d_fenics_matrix_forced": [[112, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"]], "solve_system() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.solve_system"]], "solve_system() (fenics_heat_mass method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat_mass.solve_system"]], "u_exact() (fenics_heat method)": [[112, "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced.fenics_heat.u_exact"]], "m (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.M"]], "m (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.M"]], "v (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.V"]], "v (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.V"], [113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.v"]], "a_k (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.a_K"]], "a_k (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.a_K"]], "bc (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.bc"]], "bc (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.bc"]], "dtype_f (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.dtype_f"]], "dtype_f (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.dtype_f"]], "dtype_u (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.dtype_u"]], "dtype_u (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.dtype_u"]], "eval_f() (fenics_heat_weak_fullyimplicit method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.eval_f"]], "eval_f() (fenics_heat_weak_imex method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.eval_f"]], "fenics_heat_weak_fullyimplicit (class in implementations.problem_classes.heatequation_1d_fenics_weak_forced)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit"]], "fenics_heat_weak_imex (class in implementations.problem_classes.heatequation_1d_fenics_weak_forced)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex"]], "g (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.g"]], "g (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.g"]], "implementations.problem_classes.heatequation_1d_fenics_weak_forced": [[113, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"]], "solve_system() (fenics_heat_weak_fullyimplicit method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.solve_system"]], "solve_system() (fenics_heat_weak_imex method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.solve_system"]], "u (fenics_heat_weak_imex attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.u"]], "u_exact() (fenics_heat_weak_fullyimplicit method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.u_exact"]], "u_exact() (fenics_heat_weak_imex method)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_imex.u_exact"]], "w (fenics_heat_weak_fullyimplicit attribute)": [[113, "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced.fenics_heat_weak_fullyimplicit.w"]], "a (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.A"]], "id (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.Id"]], "dtype_f (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dtype_f"]], "dtype_u (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dtype_u"]], "dx (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dx"]], "dy (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.dy"]], "eval_f() (heat2d_petsc_forced method)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.eval_f"]], "heat2d_petsc_forced (class in implementations.problem_classes.heatequation_2d_petsc_forced)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced"]], "implementations.problem_classes.heatequation_2d_petsc_forced": [[114, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"]], "ksp (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.ksp"]], "ksp_itercount (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.ksp_itercount"]], "ksp_ncalls (heat2d_petsc_forced attribute)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.ksp_ncalls"]], "solve_system() (heat2d_petsc_forced method)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.solve_system"]], "u_exact() (heat2d_petsc_forced method)": [[114, "implementations.problem_classes.HeatEquation_2D_PETSc_forced.heat2d_petsc_forced.u_exact"]], "a (heatnd_unforced attribute)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced.A"]], "id (heatnd_unforced attribute)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced.Id"]], "dtype_f (heatnd_forced attribute)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced.dtype_f"]], "eval_f() (heatnd_forced method)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced.eval_f"]], "heatnd_forced (class in implementations.problem_classes.heatequation_nd_fd)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced"]], "heatnd_unforced (class in implementations.problem_classes.heatequation_nd_fd)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced"]], "implementations.problem_classes.heatequation_nd_fd": [[115, "module-implementations.problem_classes.HeatEquation_ND_FD"]], "u_exact() (heatnd_forced method)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced.u_exact"]], "u_exact() (heatnd_unforced method)": [[115, "implementations.problem_classes.HeatEquation_ND_FD.heatNd_unforced.u_exact"]], "dtype_f (henon_heiles attribute)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.dtype_f"]], "dtype_u (henon_heiles attribute)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.dtype_u"]], "eval_f() (henon_heiles method)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.eval_f"]], "eval_hamiltonian() (henon_heiles method)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.eval_hamiltonian"]], "henon_heiles (class in implementations.problem_classes.henonheiles)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles"]], "implementations.problem_classes.henonheiles": [[117, "module-implementations.problem_classes.HenonHeiles"]], "u_exact() (henon_heiles method)": [[117, "implementations.problem_classes.HenonHeiles.henon_heiles.u_exact"]], "dtype_f (logistics_equation attribute)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.dtype_f"]], "dtype_u (logistics_equation attribute)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.dtype_u"]], "eval_f() (logistics_equation method)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.eval_f"]], "implementations.problem_classes.logisticequation": [[118, "module-implementations.problem_classes.LogisticEquation"]], "logistics_equation (class in implementations.problem_classes.logisticequation)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation"]], "solve_system() (logistics_equation method)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.solve_system"]], "u_exact() (logistics_equation method)": [[118, "implementations.problem_classes.LogisticEquation.logistics_equation.u_exact"]], "lorenzattractor (class in implementations.problem_classes.lorenz)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor"]], "dtype_f (lorenzattractor attribute)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.dtype_f"]], "dtype_u (lorenzattractor attribute)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.dtype_u"]], "eval_f() (lorenzattractor method)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.eval_f"]], "implementations.problem_classes.lorenz": [[119, "module-implementations.problem_classes.Lorenz"]], "solve_system() (lorenzattractor method)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.solve_system"]], "u_exact() (lorenzattractor method)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.u_exact"]], "work_counter (lorenzattractor attribute)": [[119, "implementations.problem_classes.Lorenz.LorenzAttractor.work_counter"]], "k2 (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.K2"]], "x (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.X"]], "dtype_f (nonlinearschroedinger_fully_implicit attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.dtype_f"]], "dtype_f (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.dtype_f"]], "dtype_u (nonlinearschroedinger_fully_implicit attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.dtype_u"]], "dtype_u (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.dtype_u"]], "eval_f() (nonlinearschroedinger_fully_implicit method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.eval_f"]], "eval_f() (nonlinearschroedinger_imex method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.eval_f"]], "fft (nonlinearschroedinger_imex attribute)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.fft"]], "implementations.problem_classes.nonlinearschroedinger_mpifft": [[120, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "nonlinearschroedinger_fully_implicit (class in implementations.problem_classes.nonlinearschroedinger_mpifft)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit"]], "nonlinearschroedinger_imex (class in implementations.problem_classes.nonlinearschroedinger_mpifft)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex"]], "solve_system() (nonlinearschroedinger_fully_implicit method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.solve_system"]], "solve_system() (nonlinearschroedinger_imex method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.solve_system"]], "u_exact() (nonlinearschroedinger_imex method)": [[120, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.u_exact"]], "g (outer_solar_system attribute)": [[121, "id0"], [121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.G"]], "dtype_f (outer_solar_system attribute)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.dtype_f"]], "dtype_u (outer_solar_system attribute)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.dtype_u"]], "eval_f() (outer_solar_system method)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.eval_f"]], "eval_hamiltonian() (outer_solar_system method)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.eval_hamiltonian"]], "implementations.problem_classes.outersolarsystem": [[121, "module-implementations.problem_classes.OuterSolarSystem"]], "outer_solar_system (class in implementations.problem_classes.outersolarsystem)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system"]], "u_exact() (outer_solar_system method)": [[121, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.u_exact"]], "boris_solver() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.boris_solver"]], "build_f() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.build_f"]], "dtype_f (penningtrap attribute)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.dtype_f"]], "dtype_u (penningtrap attribute)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.dtype_u"]], "eval_f() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.eval_f"]], "fast_interactions() (penningtrap static method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.fast_interactions"]], "get_interactions() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.get_interactions"]], "implementations.problem_classes.penningtrap_3d": [[122, "module-implementations.problem_classes.PenningTrap_3D"]], "penningtrap (class in implementations.problem_classes.penningtrap_3d)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap"]], "u_exact() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.u_exact"]], "u_init() (penningtrap method)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.u_init"]], "work_counter (penningtrap attribute)": [[122, "implementations.problem_classes.PenningTrap_3D.penningtrap.work_counter"]], "dtype_f (piline attribute)": [[123, "implementations.problem_classes.Piline.piline.dtype_f"]], "dtype_u (piline attribute)": [[123, "implementations.problem_classes.Piline.piline.dtype_u"]], "eval_f() (piline method)": [[123, "implementations.problem_classes.Piline.piline.eval_f"]], "implementations.problem_classes.piline": [[123, "module-implementations.problem_classes.Piline"]], "piline (class in implementations.problem_classes.piline)": [[123, "implementations.problem_classes.Piline.piline"]], "solve_system() (piline method)": [[123, "implementations.problem_classes.Piline.piline.solve_system"]], "u_exact() (piline method)": [[123, "implementations.problem_classes.Piline.piline.u_exact"]], "a (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.A"]], "id (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.Id"]], "quench (class in implementations.problem_classes.quench)": [[124, "implementations.problem_classes.Quench.Quench"]], "quenchimex (class in implementations.problem_classes.quench)": [[124, "implementations.problem_classes.Quench.QuenchIMEX"]], "dtype_f (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.dtype_f"]], "dtype_f (quenchimex attribute)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.dtype_f"]], "dtype_u (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.dtype_u"]], "dx (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.dx"]], "eval_f() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.eval_f"]], "eval_f() (quenchimex method)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.eval_f"]], "eval_f_non_linear() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.eval_f_non_linear"]], "get_non_linear_jacobian() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.get_non_linear_Jacobian"]], "implementations.problem_classes.quench": [[124, "module-implementations.problem_classes.Quench"]], "leak (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.leak"]], "solve_system() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.solve_system"]], "solve_system() (quenchimex method)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.solve_system"]], "u_exact() (quench method)": [[124, "implementations.problem_classes.Quench.Quench.u_exact"]], "u_exact() (quenchimex method)": [[124, "implementations.problem_classes.Quench.QuenchIMEX.u_exact"]], "xv (quench attribute)": [[124, "implementations.problem_classes.Quench.Quench.xv"]], "a (testequation0d attribute)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.A"]], "dtype_f (testequation0d attribute)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.dtype_f"]], "dtype_u (testequation0d attribute)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.dtype_u"]], "eval_f() (testequation0d method)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.eval_f"]], "implementations.problem_classes.testequation_0d": [[125, "module-implementations.problem_classes.TestEquation_0D"]], "solve_system() (testequation0d method)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.solve_system"]], "testequation0d (class in implementations.problem_classes.testequation_0d)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d"]], "u_exact() (testequation0d method)": [[125, "implementations.problem_classes.TestEquation_0D.testequation0d.u_exact"]], "dtype_f (vanderpol attribute)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_f"]], "dtype_u (vanderpol attribute)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_u"]], "eval_f() (vanderpol method)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.eval_f"]], "implementations.problem_classes.van_der_pol_implicit": [[126, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "solve_system() (vanderpol method)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.solve_system"]], "u_exact() (vanderpol method)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.u_exact"]], "vanderpol (class in implementations.problem_classes.van_der_pol_implicit)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol"]], "work_counters (vanderpol attribute)": [[126, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.work_counters"]], "k (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.K"]], "m (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.M"]], "v (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.V"]], "dtype_f (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_f"]], "dtype_u (fenics_vortex_2d attribute)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_u"]], "eval_f() (fenics_vortex_2d method)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.eval_f"]], "fenics_vortex_2d (class in implementations.problem_classes.vorticityvelocity_2d_fenics_periodic)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d"]], "implementations.problem_classes.vorticityvelocity_2d_fenics_periodic": [[127, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "solve_system() (fenics_vortex_2d method)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.solve_system"]], "u_exact() (fenics_vortex_2d method)": [[127, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.u_exact"]], "implementations.problem_classes.acoustic_helpers": [[128, "module-implementations.problem_classes.acoustic_helpers"]], "getbcleft() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCRight"]], "gethorizontaldx() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getHorizontalDx"]], "getmatrix() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[129, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getMatrix"]], "implementations.problem_classes.acoustic_helpers.buildfdmatrix": [[129, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "getwave1dadvectionmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DAdvectionMatrix"]], "getwave1dmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DMatrix"]], "getwavebcleft() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCLeft"]], "getwavebcright() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[130, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCRight"]], "implementations.problem_classes.acoustic_helpers.buildwave1dmatrix": [[130, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "bdf2 (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk"]], "f() (dirk method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f"]], "f_fast() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast"]], "f_fast_solve() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast_solve"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast_solve"]], "f_slow() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_slow"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_slow"]], "f_solve() (dirk method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f_solve"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f_solve"]], "firsttimestep() (bdf2 method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.firsttimestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.firsttimestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators": [[131, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex"]], "timestep() (bdf2 method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.timestep"]], "timestep() (dirk method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.timestep"]], "timestep() (rk_imex method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.timestep"]], "timestep() (trapezoidal method)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal.timestep"], [137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.timestep"]], "trapezoidal (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[131, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers": [[132, "module-implementations.problem_classes.boussinesq_helpers"]], "get2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMatrix"]], "get2dmesh() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMesh"]], "get2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DUpwindMatrix"]], "getbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCHorizontal"]], "getbcvertical() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCVertical"]], "implementations.problem_classes.boussinesq_helpers.build2dfdmatrix": [[133, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "getboussinesq2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DMatrix"]], "getboussinesq2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DUpwindMatrix"]], "getboussinesqbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCHorizontal"]], "getboussinesqbcvertical() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[134, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix": [[134, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "getbcleft() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCRight"]], "getmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getMatrix"]], "getupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[135, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getUpwindMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildfdmatrix": [[135, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "callback (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback"]], "add() (logging method)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging.add"]], "getcounter() (callback method)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getcounter"]], "getresidual() (callback method)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getresidual"]], "implementations.problem_classes.boussinesq_helpers.helper_classes": [[136, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "logging (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[136, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging"]], "numsmalltimesteps() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.NumSmallTimeSteps"]], "rk3lin() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.RK3Lin"]], "splitexplicit (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit"]], "verletlin() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.VerletLin"]], "bdf2 (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk"]], "f() (bdf2 method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f"]], "f() (trapezoidal method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f"]], "f_fast() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fast"]], "f_fastmom() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastMom"]], "f_fastther() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastTher"]], "f_slow() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_slow"]], "f_solve() (bdf2 method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f_solve"]], "f_solve() (trapezoidal method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f_solve"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators": [[137, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex"]], "timestep() (splitexplicit method)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.timestep"]], "trapezoidal (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[137, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers.unflatten": [[138, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "unflatten() (in module implementations.problem_classes.boussinesq_helpers.unflatten)": [[138, "implementations.problem_classes.boussinesq_helpers.unflatten.unflatten"]], "a (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.A"]], "genericndimfindiff (class in implementations.problem_classes.generic_nd_fd)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff"]], "id (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.Id"]], "dtype_f (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_f"]], "dtype_u (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_u"]], "dx (genericndimfindiff property)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dx"]], "eval_f() (genericndimfindiff method)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.eval_f"]], "get_default_sweeper_class() (genericndimfindiff class method)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.get_default_sweeper_class"]], "grids (genericndimfindiff property)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.grids"]], "implementations.problem_classes.generic_nd_fd": [[139, "module-implementations.problem_classes.generic_ND_FD"]], "ndim (genericndimfindiff property)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.ndim"]], "solve_system() (genericndimfindiff method)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.solve_system"]], "xvalues (genericndimfindiff attribute)": [[139, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.xvalues"]], "dtype_f (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_f"]], "dtype_u (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_u"]], "eval_f() (nonlinear_ode_1 method)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.eval_f"]], "implementations.problem_classes.nonlinear_ode_1": [[140, "module-implementations.problem_classes.nonlinear_ODE_1"]], "newton_itercount (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.newton_itercount"]], "newton_ncalls (nonlinear_ode_1 attribute)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.newton_ncalls"]], "nonlinear_ode_1 (class in implementations.problem_classes.nonlinear_ode_1)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1"]], "solve_system() (nonlinear_ode_1 method)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.solve_system"]], "u_exact() (nonlinear_ode_1 method)": [[140, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.u_exact"]], "dtype_f (polynomial_testequation attribute)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.dtype_f"]], "dtype_f (polynomial_testequation_imex attribute)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX.dtype_f"]], "dtype_u (polynomial_testequation attribute)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.dtype_u"]], "eval_f() (polynomial_testequation method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.eval_f"]], "eval_f() (polynomial_testequation_imex method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX.eval_f"]], "implementations.problem_classes.polynomial_test_problem": [[141, "module-implementations.problem_classes.polynomial_test_problem"]], "polynomial_testequation (class in implementations.problem_classes.polynomial_test_problem)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation"]], "polynomial_testequation_imex (class in implementations.problem_classes.polynomial_test_problem)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation_IMEX"]], "solve_system() (polynomial_testequation method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.solve_system"]], "u_exact() (polynomial_testequation method)": [[141, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.u_exact"]], "implementations.sweeper_classes": [[142, "module-implementations.sweeper_classes"]], "adamsbashforthexplicit1step (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step"]], "adamsmoultonimplicit1step (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step"]], "adamsmoultonimplicit2step (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step"]], "backwardeuler (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.BackwardEuler"]], "cache (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.Cache"]], "multistep (class in implementations.sweeper_classes.multistep)": [[143, "implementations.sweeper_classes.Multistep.MultiStep"]], "alpha (adamsbashforthexplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step.alpha"]], "alpha (adamsmoultonimplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step.alpha"]], "alpha (adamsmoultonimplicit2step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.alpha"]], "alpha (backwardeuler attribute)": [[143, "implementations.sweeper_classes.Multistep.BackwardEuler.alpha"]], "alpha (multistep attribute)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.alpha"]], "beta (adamsbashforthexplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step.beta"]], "beta (adamsmoultonimplicit1step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step.beta"]], "beta (adamsmoultonimplicit2step attribute)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.beta"]], "beta (backwardeuler attribute)": [[143, "implementations.sweeper_classes.Multistep.BackwardEuler.beta"]], "beta (multistep attribute)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.beta"]], "compute_end_point() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.compute_end_point"]], "compute_residual() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.compute_residual"]], "generate_starting_values() (adamsmoultonimplicit2step method)": [[143, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.generate_starting_values"]], "generate_starting_values() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.generate_starting_values"]], "implementations.sweeper_classes.multistep": [[143, "module-implementations.sweeper_classes.Multistep"]], "predict() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.predict"]], "update() (cache method)": [[143, "implementations.sweeper_classes.Multistep.Cache.update"]], "update_nodes() (multistep method)": [[143, "implementations.sweeper_classes.Multistep.MultiStep.update_nodes"]], "ark54 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54"]], "ark548l2sa (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA"]], "ark548l2saerk (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK"]], "ark548l2saerk2 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2"]], "ark548l2saesdirk (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK"]], "ark548l2saesdirk2 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2"]], "backwardeuler (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler"]], "butchertableau (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ButcherTableau"]], "butchertableauclass (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass"]], "butchertableauclass (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass"]], "butchertableauclass (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.ButcherTableauClass"]], "butchertableauclass (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.ButcherTableauClass"]], "butchertableauclass (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.ButcherTableauClass"]], "butchertableauclass (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.ButcherTableauClass"]], "butchertableauclass (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.ButcherTableauClass"]], "butchertableauclass (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.ButcherTableauClass"]], "butchertableauclass (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.ButcherTableauClass"]], "butchertableauclass_explicit (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass_explicit"]], "butchertableauclass_explicit (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit"]], "butchertableauclass_explicit (rungekuttaimex attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.ButcherTableauClass_explicit"]], "butchertableauembedded (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded"]], "cash_karp (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp"]], "cranknicholson (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson"]], "dirk43 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43"]], "esdirk53 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53"]], "explicitmidpointmethod (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod"]], "forwardeuler (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler"]], "heun_euler (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler"]], "implicitmidpointmethod (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod"]], "rk4 (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4"]], "rungekutta (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta"]], "rungekuttaimex (class in implementations.sweeper_classes.runge_kutta)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX"]], "compute_end_point() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.compute_end_point"]], "gamma (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.gamma"]], "get_butcher_tableau() (rungekutta class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_Butcher_tableau"]], "get_butcher_tableau_explicit() (rungekuttaimex class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.get_Butcher_tableau_explicit"]], "get_q_matrix() (rungekutta class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_Q_matrix"]], "get_full_f() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_full_f"]], "get_update_order() (ark54 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.get_update_order"]], "get_update_order() (ark548l2sa class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order"]], "get_update_order() (ark548l2saerk class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.get_update_order"]], "get_update_order() (ark548l2saesdirk2 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.get_update_order"]], "get_update_order() (cash_karp class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.get_update_order"]], "get_update_order() (dirk43 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.get_update_order"]], "get_update_order() (esdirk53 class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.get_update_order"]], "get_update_order() (heun_euler class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.get_update_order"]], "get_update_order() (rungekutta class method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.get_update_order"]], "i (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.i"]], "implementations.sweeper_classes.runge_kutta": [[144, "module-implementations.sweeper_classes.Runge_Kutta"]], "integrate() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.integrate"]], "integrate() (rungekuttaimex method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.integrate"]], "level (rungekutta property)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.level"]], "matrix (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.matrix"]], "matrix (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix"]], "matrix (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.matrix"]], "matrix (ark548l2saerk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2.matrix"]], "matrix (ark548l2saesdirk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK.matrix"]], "matrix (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.matrix"]], "matrix (backwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.matrix"]], "matrix (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.matrix"]], "matrix (cranknicholson attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.matrix"]], "matrix (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.matrix"]], "matrix (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.matrix"]], "matrix (explicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.matrix"]], "matrix (forwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.matrix"]], "matrix (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.matrix"]], "matrix (implicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.matrix"]], "matrix (rk4 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4.matrix"]], "matrix (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.matrix"]], "matrix_explicit (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.matrix_explicit"]], "matrix_explicit (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix_explicit"]], "matrix_explicit (rungekuttaimex attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.matrix_explicit"]], "nodes (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.nodes"]], "nodes (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.nodes"]], "nodes (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.nodes"]], "nodes (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.nodes"]], "nodes (backwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.nodes"]], "nodes (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.nodes"]], "nodes (cranknicholson attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.nodes"]], "nodes (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.nodes"]], "nodes (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.nodes"]], "nodes (explicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.nodes"]], "nodes (forwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.nodes"]], "nodes (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.nodes"]], "nodes (implicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.nodes"]], "nodes (rk4 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4.nodes"]], "nodes (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.nodes"]], "predict() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.predict"]], "predict() (rungekuttaimex method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.predict"]], "update_nodes() (rungekutta method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.update_nodes"]], "update_nodes() (rungekuttaimex method)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.update_nodes"]], "weights (ark54 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK54.weights"]], "weights (ark548l2sa attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.weights"]], "weights (ark548l2saerk attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.weights"]], "weights (ark548l2saesdirk2 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.weights"]], "weights (backwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.weights"]], "weights (cash_karp attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.weights"]], "weights (cranknicholson attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.weights"]], "weights (dirk43 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.DIRK43.weights"]], "weights (esdirk53 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.weights"]], "weights (explicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.weights"]], "weights (forwardeuler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.weights"]], "weights (heun_euler attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.weights"]], "weights (implicitmidpointmethod attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.weights"]], "weights (rk4 attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RK4.weights"]], "weights (rungekutta attribute)": [[144, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.weights"]], "rkn (class in implementations.sweeper_classes.runge_kutta_nystrom)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RKN"]], "rungekuttanystrom (class in implementations.sweeper_classes.runge_kutta_nystrom)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom"]], "velocity_verlet (class in implementations.sweeper_classes.runge_kutta_nystrom)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.Velocity_Verlet"]], "compute_end_point() (rungekuttanystrom method)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom.compute_end_point"]], "get_full_f() (rungekuttanystrom method)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom.get_full_f"]], "implementations.sweeper_classes.runge_kutta_nystrom": [[145, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"]], "update_nodes() (rungekuttanystrom method)": [[145, "implementations.sweeper_classes.Runge_Kutta_Nystrom.RungeKuttaNystrom.update_nodes"]], "s (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.S"]], "sq (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.SQ"]], "st (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.ST"]], "sx (boris_2nd_order attribute)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.Sx"]], "boris_2nd_order (class in implementations.sweeper_classes.boris_2nd_order)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order"]], "compute_end_point() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.compute_end_point"]], "get_scalar_problems_manysweep_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_manysweep_mats"]], "get_scalar_problems_picardsweep_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_picardsweep_mats"]], "get_scalar_problems_sweeper_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_sweeper_mats"]], "get_sweeper_mats() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_sweeper_mats"]], "implementations.sweeper_classes.boris_2nd_order": [[146, "module-implementations.sweeper_classes.boris_2nd_order"]], "integrate() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.integrate"]], "update_nodes() (boris_2nd_order method)": [[146, "implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.update_nodes"]], "qe (explicit attribute)": [[147, "implementations.sweeper_classes.explicit.explicit.QE"]], "compute_end_point() (explicit method)": [[147, "implementations.sweeper_classes.explicit.explicit.compute_end_point"]], "explicit (class in implementations.sweeper_classes.explicit)": [[147, "implementations.sweeper_classes.explicit.explicit"]], "implementations.sweeper_classes.explicit": [[147, "module-implementations.sweeper_classes.explicit"]], "integrate() (explicit method)": [[147, "implementations.sweeper_classes.explicit.explicit.integrate"]], "update_nodes() (explicit method)": [[147, "implementations.sweeper_classes.explicit.explicit.update_nodes"]], "qi (generic_implicit attribute)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.QI"]], "compute_end_point() (generic_implicit method)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.compute_end_point"]], "generic_implicit (class in implementations.sweeper_classes.generic_implicit)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit"]], "implementations.sweeper_classes.generic_implicit": [[148, "module-implementations.sweeper_classes.generic_implicit"]], "integrate() (generic_implicit method)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.integrate"]], "update_nodes() (generic_implicit method)": [[148, "implementations.sweeper_classes.generic_implicit.generic_implicit.update_nodes"]], "sweepermpi (class in implementations.sweeper_classes.generic_implicit_mpi)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI"]], "comm (sweepermpi property)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.comm"]], "compute_end_point() (sweepermpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.compute_end_point"]], "compute_end_point() (generic_implicit_mpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.compute_end_point"]], "compute_residual() (sweepermpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.compute_residual"]], "generic_implicit_mpi (class in implementations.sweeper_classes.generic_implicit_mpi)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI"]], "implementations.sweeper_classes.generic_implicit_mpi": [[149, "module-implementations.sweeper_classes.generic_implicit_MPI"]], "integrate() (generic_implicit_mpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.integrate"]], "predict() (sweepermpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.predict"]], "rank (sweepermpi property)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.SweeperMPI.rank"]], "rank (generic_implicit_mpi attribute)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.rank"]], "update_nodes() (generic_implicit_mpi method)": [[149, "implementations.sweeper_classes.generic_implicit_MPI.generic_implicit_MPI.update_nodes"]], "qe (imex_1st_order attribute)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.QE"]], "qi (imex_1st_order attribute)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.QI"]], "compute_end_point() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.compute_end_point"]], "get_scalar_problems_manysweep_mat() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_scalar_problems_manysweep_mat"]], "get_scalar_problems_sweeper_mats() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_scalar_problems_sweeper_mats"]], "get_sweeper_mats() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_sweeper_mats"]], "imex_1st_order (class in implementations.sweeper_classes.imex_1st_order)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order": [[150, "module-implementations.sweeper_classes.imex_1st_order"]], "integrate() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.integrate"]], "update_nodes() (imex_1st_order method)": [[150, "implementations.sweeper_classes.imex_1st_order.imex_1st_order.update_nodes"]], "compute_end_point() (imex_1st_order_mpi method)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI.compute_end_point"]], "imex_1st_order_mpi (class in implementations.sweeper_classes.imex_1st_order_mpi)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI"]], "implementations.sweeper_classes.imex_1st_order_mpi": [[151, "module-implementations.sweeper_classes.imex_1st_order_MPI"]], "integrate() (imex_1st_order_mpi method)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI.integrate"]], "update_nodes() (imex_1st_order_mpi method)": [[151, "implementations.sweeper_classes.imex_1st_order_MPI.imex_1st_order_MPI.update_nodes"]], "compute_end_point() (imex_1st_order_mass method)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass.compute_end_point"]], "compute_residual() (imex_1st_order_mass method)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass.compute_residual"]], "imex_1st_order_mass (class in implementations.sweeper_classes.imex_1st_order_mass)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass"]], "implementations.sweeper_classes.imex_1st_order_mass": [[152, "module-implementations.sweeper_classes.imex_1st_order_mass"]], "update_nodes() (imex_1st_order_mass method)": [[152, "implementations.sweeper_classes.imex_1st_order_mass.imex_1st_order_mass.update_nodes"]], "q1 (multi_implicit attribute)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.Q1"]], "q2 (multi_implicit attribute)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.Q2"]], "compute_end_point() (multi_implicit method)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.compute_end_point"]], "implementations.sweeper_classes.multi_implicit": [[153, "module-implementations.sweeper_classes.multi_implicit"]], "integrate() (multi_implicit method)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.integrate"]], "multi_implicit (class in implementations.sweeper_classes.multi_implicit)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit"]], "update_nodes() (multi_implicit method)": [[153, "implementations.sweeper_classes.multi_implicit.multi_implicit.update_nodes"]], "qq (verlet attribute)": [[154, "implementations.sweeper_classes.verlet.verlet.QQ"], [154, "implementations.sweeper_classes.verlet.verlet.qQ"]], "qt (verlet attribute)": [[154, "implementations.sweeper_classes.verlet.verlet.QT"]], "qx (verlet attribute)": [[154, "implementations.sweeper_classes.verlet.verlet.Qx"]], "compute_end_point() (verlet method)": [[154, "implementations.sweeper_classes.verlet.verlet.compute_end_point"]], "implementations.sweeper_classes.verlet": [[154, "module-implementations.sweeper_classes.verlet"]], "integrate() (verlet method)": [[154, "implementations.sweeper_classes.verlet.verlet.integrate"]], "update_nodes() (verlet method)": [[154, "implementations.sweeper_classes.verlet.verlet.update_nodes"]], "verlet (class in implementations.sweeper_classes.verlet)": [[154, "implementations.sweeper_classes.verlet.verlet"]], "implementations.transfer_classes": [[155, "module-implementations.transfer_classes"]], "base_transfer_mass (class in implementations.transfer_classes.basetransfer_mass)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass"]], "coarse (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.coarse"]], "fine (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.fine"]], "implementations.transfer_classes.basetransfer_mass": [[156, "module-implementations.transfer_classes.BaseTransfer_mass"]], "logger (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.logger"]], "params (base_transfer_mass attribute)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.params"]], "prolong() (base_transfer_mass method)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.prolong"]], "prolong_f() (base_transfer_mass method)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.prolong_f"]], "restrict() (base_transfer_mass method)": [[156, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.restrict"]], "implementations.transfer_classes.transferfenicsmesh": [[157, "module-implementations.transfer_classes.TransferFenicsMesh"]], "mesh_to_mesh_fenics (class in implementations.transfer_classes.transferfenicsmesh)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics"]], "project() (mesh_to_mesh_fenics method)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.project"]], "prolong() (mesh_to_mesh_fenics method)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.prolong"]], "restrict() (mesh_to_mesh_fenics method)": [[157, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.restrict"]], "pspace (mesh_to_mesh attribute)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.Pspace"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.Pspace"]], "rspace (mesh_to_mesh attribute)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.Rspace"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.Rspace"]], "implementations.transfer_classes.transfermesh": [[158, "module-implementations.transfer_classes.TransferMesh"]], "mesh_to_mesh (class in implementations.transfer_classes.transfermesh)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh"]], "prolong() (mesh_to_mesh method)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.prolong"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.prolong"]], "restrict() (mesh_to_mesh method)": [[158, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.restrict"], [162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.restrict"]], "implementations.transfer_classes.transfermesh_fft": [[159, "module-implementations.transfer_classes.TransferMesh_FFT"]], "irfft_object_fine (mesh_to_mesh_fft attribute)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.irfft_object_fine"]], "mesh_to_mesh_fft (class in implementations.transfer_classes.transfermesh_fft)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft"]], "prolong() (mesh_to_mesh_fft method)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.prolong"]], "restrict() (mesh_to_mesh_fft method)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.restrict"]], "rfft_object_coarse (mesh_to_mesh_fft attribute)": [[159, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.rfft_object_coarse"]], "pspace (mesh_to_mesh_fft2d attribute)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.Pspace"]], "rspace (mesh_to_mesh_fft2d attribute)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.Rspace"]], "implementations.transfer_classes.transfermesh_fft2d": [[160, "module-implementations.transfer_classes.TransferMesh_FFT2D"]], "mesh_to_mesh_fft2d (class in implementations.transfer_classes.transfermesh_fft2d)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d"]], "prolong() (mesh_to_mesh_fft2d method)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.prolong"]], "restrict() (mesh_to_mesh_fft2d method)": [[160, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.restrict"]], "fft_to_fft (class in implementations.transfer_classes.transfermesh_mpifft)": [[161, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft"]], "implementations.transfer_classes.transfermesh_mpifft": [[161, "module-implementations.transfer_classes.TransferMesh_MPIFFT"]], "prolong() (fft_to_fft method)": [[161, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft.prolong"]], "restrict() (fft_to_fft method)": [[161, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft.restrict"]], "implementations.transfer_classes.transfermesh_nocoarse": [[162, "module-implementations.transfer_classes.TransferMesh_NoCoarse"]], "mesh_to_mesh (class in implementations.transfer_classes.transfermesh_nocoarse)": [[162, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh"]], "implementations.transfer_classes.transferpetscdmda": [[163, "module-implementations.transfer_classes.TransferPETScDMDA"]], "mesh_to_mesh_petsc_dmda (class in implementations.transfer_classes.transferpetscdmda)": [[163, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda"]], "prolong() (mesh_to_mesh_petsc_dmda method)": [[163, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda.prolong"]], "restrict() (mesh_to_mesh_petsc_dmda method)": [[163, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda.restrict"]], "implementations.transfer_classes.transferparticles_nocoarse": [[164, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "particles_to_particles (class in implementations.transfer_classes.transferparticles_nocoarse)": [[164, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles"]], "prolong() (particles_to_particles method)": [[164, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles.prolong"]], "restrict() (particles_to_particles method)": [[164, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles.restrict"]]}})
\ No newline at end of file
diff --git a/tutorial/doc_step_1_A.html b/tutorial/doc_step_1_A.html
index 92660ca98d..b5984160dd 100644
--- a/tutorial/doc_step_1_A.html
+++ b/tutorial/doc_step_1_A.html
@@ -101,7 +101,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_1_B.html b/tutorial/doc_step_1_B.html
index a1f87acb23..7b695f8c22 100644
--- a/tutorial/doc_step_1_B.html
+++ b/tutorial/doc_step_1_B.html
@@ -238,7 +238,7 @@ <h3>Navigation</h3>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.976</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.982</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_space.png"><img alt="../_images/step_1_accuracy_test_space.png" src="../_images/step_1_accuracy_test_space.png" style="width: 513.5px; height: 343.0px;" /></a>
diff --git a/tutorial/doc_step_1_D.html b/tutorial/doc_step_1_D.html
index 7e7fc861f8..3ac318c602 100644
--- a/tutorial/doc_step_1_D.html
+++ b/tutorial/doc_step_1_D.html
@@ -242,7 +242,7 @@ <h3>Navigation</h3>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">4.791</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.364</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.662</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.671</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_coll.png"><img alt="../_images/step_1_accuracy_test_coll.png" src="../_images/step_1_accuracy_test_coll.png" style="width: 513.5px; height: 343.0px;" /></a>
diff --git a/tutorial/doc_step_2_A.html b/tutorial/doc_step_2_A.html
index eb153b13db..aef8684b18 100644
--- a/tutorial/doc_step_2_A.html
+++ b/tutorial/doc_step_2_A.html
@@ -109,7 +109,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_2_B.html b/tutorial/doc_step_2_B.html
index 5020549627..617d844ef5 100644
--- a/tutorial/doc_step_2_B.html
+++ b/tutorial/doc_step_2_B.html
@@ -158,17 +158,17 @@ <h3>Navigation</h3>
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">1</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">4.11190756e-03</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442665e-04</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377586e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707912e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272106e-06</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36444759e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953978e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52597535e-08</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07222841e-09</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.28029601e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.19626442e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.44777350e-11</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442667e-04</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377591e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707909e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272147e-06</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36445413e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953216e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52601840e-08</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07249025e-09</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.27343378e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.18931339e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.48499772e-11</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_2_C.html b/tutorial/doc_step_2_C.html
index dc27c54526..9c5e5cbb3d 100644
--- a/tutorial/doc_step_2_C.html
+++ b/tutorial/doc_step_2_C.html
@@ -118,7 +118,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-10 06:55:51,312 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-20 08:56:29,342 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -128,8 +128,8 @@ <h3>Navigation</h3>
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-11-10 06:55:51,312 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-11-10 06:55:51,313 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     all_to_done = False
@@ -182,34 +182,34 @@ <h3>Navigation</h3>
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-11-10 06:55:51,313 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
-2023-11-10 06:55:51,313 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
 
-2023-11-10 06:55:51,317 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
-2023-11-10 06:55:51,321 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442665e-04
-2023-11-10 06:55:51,325 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377586e-05
-2023-11-10 06:55:51,329 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707912e-05
-2023-11-10 06:55:51,333 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272106e-06
-2023-11-10 06:55:51,337 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36444759e-07
-2023-11-10 06:55:51,341 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953978e-07
-2023-11-10 06:55:51,345 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52597535e-08
-2023-11-10 06:55:51,349 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07222841e-09
-2023-11-10 06:55:51,353 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.28029601e-10
-2023-11-10 06:55:51,357 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.19626442e-10
-2023-11-10 06:55:51,361 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.44777350e-11
-2023-11-10 06:55:51,366 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
-2023-11-10 06:55:51,370 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
-2023-11-10 06:55:51,374 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642621e-04
-2023-11-10 06:55:51,378 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982060e-05
-2023-11-10 06:55:51,381 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216661e-06
-2023-11-10 06:55:51,385 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278814e-06
-2023-11-10 06:55:51,389 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85496359e-07
-2023-11-10 06:55:51,393 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78932922e-08
-2023-11-10 06:55:51,397 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68191199e-09
-2023-11-10 06:55:51,401 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26386991e-09
-2023-11-10 06:55:51,405 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.83635938e-10
-2023-11-10 06:55:51,409 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.91962522e-11
-2023-11-10 06:55:51,410 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.10s
+2023-11-20 08:56:29,347 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
+2023-11-20 08:56:29,350 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442667e-04
+2023-11-20 08:56:29,353 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377591e-05
+2023-11-20 08:56:29,356 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707909e-05
+2023-11-20 08:56:29,360 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272147e-06
+2023-11-20 08:56:29,363 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36445413e-07
+2023-11-20 08:56:29,366 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953216e-07
+2023-11-20 08:56:29,369 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52601840e-08
+2023-11-20 08:56:29,373 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07249025e-09
+2023-11-20 08:56:29,376 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.27343378e-10
+2023-11-20 08:56:29,379 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.18931339e-10
+2023-11-20 08:56:29,382 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.48499772e-11
+2023-11-20 08:56:29,386 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
+2023-11-20 08:56:29,389 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
+2023-11-20 08:56:29,393 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642621e-04
+2023-11-20 08:56:29,396 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982063e-05
+2023-11-20 08:56:29,399 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216702e-06
+2023-11-20 08:56:29,402 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278839e-06
+2023-11-20 08:56:29,406 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85495353e-07
+2023-11-20 08:56:29,409 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78947003e-08
+2023-11-20 08:56:29,412 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68230621e-09
+2023-11-20 08:56:29,415 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26313315e-09
+2023-11-20 08:56:29,418 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.82951499e-10
+2023-11-20 08:56:29,422 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.99691114e-11
+2023-11-20 08:56:29,422 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
 Error after SDC iterations: 1.166689e-05
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_3_A.html b/tutorial/doc_step_3_A.html
index 3c181ae341..1040dabaad 100644
--- a/tutorial/doc_step_3_A.html
+++ b/tutorial/doc_step_3_A.html
@@ -150,13 +150,13 @@ <h3>Navigation</h3>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">3</span><span class="p">:</span> <span class="mf">8.8038e-05</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">4</span><span class="p">:</span> <span class="mf">1.2171e-05</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">5</span><span class="p">:</span> <span class="mf">1.3827e-06</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">6.3644e-07</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">6.3645e-07</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">1.6895e-07</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">8</span><span class="p">:</span> <span class="mf">3.5260e-08</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0722e-09</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2803e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1963e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4478e-11</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0725e-09</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2734e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1893e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4850e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.10</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.20</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.30</span><span class="p">:</span> <span class="mi">12</span>
diff --git a/tutorial/doc_step_3_B.html b/tutorial/doc_step_3_B.html
index ef2959223f..c0a750248b 100644
--- a/tutorial/doc_step_3_B.html
+++ b/tutorial/doc_step_3_B.html
@@ -145,7 +145,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-10 06:55:51,797 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-20 08:56:29,742 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -155,8 +155,8 @@ <h3>Navigation</h3>
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     all_to_done = False
@@ -204,21 +204,21 @@ <h3>Navigation</h3>
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-11-10 06:55:51,805 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
-2023-11-10 06:55:51,812 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
-2023-11-10 06:55:51,819 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
-2023-11-10 06:55:51,826 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
-2023-11-10 06:55:51,833 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
-2023-11-10 06:55:51,840 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
-2023-11-10 06:55:51,847 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
-2023-11-10 06:55:51,854 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
-2023-11-10 06:55:51,860 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968007e-07
-2023-11-10 06:55:51,867 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09407887e-08
-2023-11-10 06:55:51,874 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
-2023-11-10 06:55:51,877 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-11-20 08:56:29,748 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
+2023-11-20 08:56:29,754 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
+2023-11-20 08:56:29,760 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
+2023-11-20 08:56:29,765 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
+2023-11-20 08:56:29,771 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
+2023-11-20 08:56:29,776 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
+2023-11-20 08:56:29,782 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
+2023-11-20 08:56:29,787 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
+2023-11-20 08:56:29,793 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968022e-07
+2023-11-20 08:56:29,799 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09408171e-08
+2023-11-20 08:56:29,804 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
+2023-11-20 08:56:29,807 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.06s
 Total energy and deviation in iteration  0: 8799.5000000000 -- 0.00000000e+00
 Total energy and deviation in iteration 11: 8785.0038936088 -- 1.44961064e+01
 </pre></div>
diff --git a/tutorial/doc_step_3_C.html b/tutorial/doc_step_3_C.html
index fed1bed379..35591ba382 100644
--- a/tutorial/doc_step_3_C.html
+++ b/tutorial/doc_step_3_C.html
@@ -148,8 +148,8 @@ <h3>Navigation</h3>
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">RADAU</span><span class="o">-</span><span class="n">RIGHT</span><span class="p">:</span> <span class="mf">1.44960920e+01</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862975e-05</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710282e-06</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862938e-05</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710645e-06</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_4_C.html b/tutorial/doc_step_4_C.html
index b2958fc366..ece800e5a6 100644
--- a/tutorial/doc_step_4_C.html
+++ b/tutorial/doc_step_4_C.html
@@ -166,8 +166,8 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96227147e-08</span> <span class="o">--</span> <span class="mf">3.95404455e-08</span>
-<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22691915e-11</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96232037e-08</span> <span class="o">--</span> <span class="mf">3.95409337e-08</span>
+<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22700796e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span>  <span class="mi">6</span>
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_4_D.html b/tutorial/doc_step_4_D.html
index 64e96ab0e9..ff3420551d 100644
--- a/tutorial/doc_step_4_D.html
+++ b/tutorial/doc_step_4_D.html
@@ -191,11 +191,11 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">4.80493993</span> <span class="o">--</span>   <span class="mf">5.37323094</span> <span class="o">--</span>   <span class="mf">6.18740526</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">3.84572316</span> <span class="o">--</span>   <span class="mf">4.28199479</span> <span class="o">--</span>   <span class="mf">4.96953422</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">406977.9425667246</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
-<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660004</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
+<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660003</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">406977.9428639794</span> <span class="o">--</span> <span class="mf">2.35039579e-03</span>
 </pre></div>
diff --git a/tutorial/doc_step_7_A.html b/tutorial/doc_step_7_A.html
index 357b2ea961..62530db25f 100644
--- a/tutorial/doc_step_7_A.html
+++ b/tutorial/doc_step_7_A.html
@@ -223,49 +223,49 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6125</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6023</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.037998750179539e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2183</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2091</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0388218372050104e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.9891</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.0483</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038030058561979e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.2539</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.2494</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0380468789990663e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8675</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8382</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038821713998089e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.4955</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.5326</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">5</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">3.9537709137400506e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">11.60</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.26</span> <span class="o">--</span> <span class="mf">10.64</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.6622</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.6561</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_7_B.html b/tutorial/doc_step_7_B.html
index c496b15c12..7ebc466958 100644
--- a/tutorial/doc_step_7_B.html
+++ b/tutorial/doc_step_7_B.html
@@ -200,7 +200,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.41</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1321e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.4876</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2938</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">8.00</span> <span class="o">/</span> <span class="mf">11.40</span> <span class="o">/</span> <span class="mf">15.00</span>
@@ -208,7 +208,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.03</span> <span class="o">--</span> <span class="mf">4.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1749e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.7871</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.0120</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">5.00</span> <span class="o">/</span> <span class="mf">6.60</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -216,7 +216,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">16</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.07</span> <span class="o">--</span> <span class="mf">1.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1316e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2984</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2668</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">4.00</span> <span class="o">/</span> <span class="mf">5.95</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -224,7 +224,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.02</span> <span class="o">--</span> <span class="mf">1.05</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1744e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.0261</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.1649</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">7.00</span> <span class="o">/</span> <span class="mf">12.45</span> <span class="o">/</span> <span class="mf">18.00</span>
@@ -232,7 +232,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.11</span> <span class="o">--</span> <span class="mf">9.65</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1306e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.8781</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.6600</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span> <span class="o">/</span> <span class="mf">11.50</span> <span class="o">/</span> <span class="mf">17.00</span>
@@ -240,7 +240,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.04</span> <span class="o">--</span> <span class="mf">9.25</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1688e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.3209</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.5031</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_7_C.html b/tutorial/doc_step_7_C.html
index 2ea97975db..9c3df509b4 100644
--- a/tutorial/doc_step_7_C.html
+++ b/tutorial/doc_step_7_C.html
@@ -215,7 +215,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9039</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8871</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
@@ -227,26 +227,26 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.8463</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.8370</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
 <p>2 processor in time, 2 processors in space</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">1.</span><span class="o">..</span>
-<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span><span class="p">:</span> <span class="mi">12</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">0.</span><span class="o">..</span>
+<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span><span class="p">:</span> <span class="mi">12</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">12.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7722</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7470</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
-<span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">0.</span><span class="o">..</span>
-<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span><span class="p">:</span> <span class="mi">12</span>
+<span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">1.</span><span class="o">..</span>
+<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span><span class="p">:</span> <span class="mi">12</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">12.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7731</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7470</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_8_B.html b/tutorial/doc_step_8_B.html
index 7cb4e487fc..90562425f9 100644
--- a/tutorial/doc_step_8_B.html
+++ b/tutorial/doc_step_8_B.html
@@ -210,12 +210,12 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344394e-07</span>
-<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650041e-07</span>
-<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540082e-07</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646491e-10</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687310e-10</span>
-<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959215e-10</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344391e-07</span>
+<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650037e-07</span>
+<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540078e-07</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646515e-10</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687314e-10</span>
+<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959201e-10</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span>  <span class="mi">8</span> <span class="o">/</span>  <span class="mi">8</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span> <span class="mi">10</span> <span class="o">/</span>  <span class="mi">9</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.25</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">6</span> <span class="o">/</span> <span class="mi">11</span> <span class="o">/</span>  <span class="mi">9</span>
diff --git a/tutorial/doc_step_8_C.html b/tutorial/doc_step_8_C.html
index 6d181cefa8..25aacc3746 100644
--- a/tutorial/doc_step_8_C.html
+++ b/tutorial/doc_step_8_C.html
@@ -346,58 +346,58 @@ <h3>Navigation</h3>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 5.75
-   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.9169e-13
-   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 3.3698e-13
-   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 2.5890e-13
-   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 2.8007e-13
-   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 2.9410e-13
-   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 1.3529e-13
-   Errors after step   0.8750 with 6 iterations: 3.6530e-08 / 2.8821e-13
-   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 1.8707e-13
-
-...done, took 0.4059683190000669 seconds!
+   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.4661e-13
+   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 2.7990e-13
+   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 3.2885e-13
+   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 3.4972e-13
+   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 4.9860e-13
+   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 3.1719e-13
+   Errors after step   0.8750 with 6 iterations: 3.6531e-08 / 3.6286e-13
+   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 2.9104e-13
+
+...done, took 0.3334917760000735 seconds!
 -----------------------------------------------------------------------------
 Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 3.00
-   Errors after step   0.1250 with 3 iterations: 9.8190e-09 / 3.2108e-13
-   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 4.1256e-13
-   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 2.6208e-13
-   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 2.5857e-13
-   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 4.3643e-13
-   Errors after step   0.7500 with 3 iterations: 3.3517e-08 / 2.7439e-13
-   Errors after step   0.8750 with 3 iterations: 3.5502e-08 / 2.1250e-13
-   Errors after step   1.0000 with 3 iterations: 3.6813e-08 / 2.1660e-13
-
-...done, took 0.9272980149999057 seconds!
+   Errors after step   0.1250 with 3 iterations: 9.8191e-09 / 3.3584e-13
+   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 5.0082e-13
+   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 5.9169e-13
+   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 5.2691e-13
+   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 2.4523e-13
+   Errors after step   0.7500 with 3 iterations: 3.3516e-08 / 3.9030e-13
+   Errors after step   0.8750 with 3 iterations: 3.5501e-08 / 3.4489e-13
+   Errors after step   1.0000 with 3 iterations: 3.6812e-08 / 2.7528e-13
+
+...done, took 0.7568672360000619 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 4.00
-   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 6.6613e-16
-   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 4.4409e-16
-   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 5.5511e-16
-   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 4.4409e-16
+   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 5.5511e-16
+   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 5.5511e-16
+   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 4.4409e-16
+   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 8.8818e-16
    Errors after step   0.6250 with 4 iterations: 1.8225e-08 / 4.4409e-16
    Errors after step   0.7500 with 4 iterations: 2.1875e-08 / 6.6613e-16
-   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 7.7716e-16
-   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 5.5511e-16
+   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 5.5511e-16
+   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 4.4409e-16
 
-...done, took 0.25329556399992725 seconds!
+...done, took 0.20119680199991308 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 2.00
-   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1852e-13
-   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1875e-13
-   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1808e-13
+   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1841e-13
+   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1841e-13
+   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1830e-13
    Errors after step   0.5000 with 2 iterations: 1.4836e-08 / 3.1875e-13
-   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1830e-13
+   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1841e-13
    Errors after step   0.7500 with 2 iterations: 2.2256e-08 / 3.1830e-13
-   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1841e-13
-   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1808e-13
+   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1863e-13
+   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1797e-13
 
-...done, took 0.7298739230000137 seconds!
+...done, took 0.5999908989999767 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -411,7 +411,7 @@ <h3>Navigation</h3>
    Errors after step   0.8750 with 6 iterations: 2.8266e-08 / 0.0000e+00
    Errors after step   1.0000 with 6 iterations: 2.8338e-08 / 0.0000e+00
 
-...done, took 0.17030540900009328 seconds!
+...done, took 0.14264713199986545 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -425,7 +425,7 @@ <h3>Navigation</h3>
    Errors after step   0.8750 with 4 iterations: 3.1486e-08 / 0.0000e+00
    Errors after step   1.0000 with 4 iterations: 3.3802e-08 / 0.0000e+00
 
-...done, took 0.20317804299997988 seconds!
+...done, took 0.17248913299999913 seconds!
 -----------------------------------------------------------------------------
 </pre></div>
 </div>
diff --git a/tutorial/step_1.html b/tutorial/step_1.html
index c242daaa2c..5b6e8d98df 100644
--- a/tutorial/step_1.html
+++ b/tutorial/step_1.html
@@ -139,7 +139,7 @@ <h2>Part A: Spatial problem setup<a class="headerlink" href="#part-a-spatial-pro
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 </section>
@@ -358,7 +358,7 @@ <h2>Part B: Spatial accuracy check<a class="headerlink" href="#part-b-spatial-ac
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.976</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.982</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_space.png"><img alt="../_images/step_1_accuracy_test_space.png" src="../_images/step_1_accuracy_test_space.png" style="width: 513.5px; height: 343.0px;" /></a>
@@ -690,7 +690,7 @@ <h2>Part D: Collocation accuracy test<a class="headerlink" href="#part-d-colloca
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">4.791</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.364</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.662</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.671</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_coll.png"><img alt="../_images/step_1_accuracy_test_coll.png" src="../_images/step_1_accuracy_test_coll.png" style="width: 513.5px; height: 343.0px;" /></a>
diff --git a/tutorial/step_2.html b/tutorial/step_2.html
index 0a660e0f12..a3edd96922 100644
--- a/tutorial/step_2.html
+++ b/tutorial/step_2.html
@@ -141,7 +141,7 @@ <h2>Part A: Step data structure<a class="headerlink" href="#part-a-step-data-str
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 </section>
@@ -297,17 +297,17 @@ <h2>Part B: My first sweeper<a class="headerlink" href="#part-b-my-first-sweeper
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">1</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">4.11190756e-03</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442665e-04</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377586e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707912e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272106e-06</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36444759e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953978e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52597535e-08</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07222841e-09</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.28029601e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.19626442e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.44777350e-11</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442667e-04</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377591e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707909e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272147e-06</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36445413e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953216e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52601840e-08</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07249025e-09</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.27343378e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.18931339e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.48499772e-11</span>
 </pre></div>
 </div>
 </section>
@@ -417,7 +417,7 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-10 06:55:51,312 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-20 08:56:29,342 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -427,8 +427,8 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-11-10 06:55:51,312 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-11-10 06:55:51,313 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     all_to_done = False
@@ -481,34 +481,34 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-11-10 06:55:51,313 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
-2023-11-10 06:55:51,313 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-11-10 06:55:51,317 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
-2023-11-10 06:55:51,321 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442665e-04
-2023-11-10 06:55:51,325 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377586e-05
-2023-11-10 06:55:51,329 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707912e-05
-2023-11-10 06:55:51,333 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272106e-06
-2023-11-10 06:55:51,337 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36444759e-07
-2023-11-10 06:55:51,341 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953978e-07
-2023-11-10 06:55:51,345 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52597535e-08
-2023-11-10 06:55:51,349 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07222841e-09
-2023-11-10 06:55:51,353 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.28029601e-10
-2023-11-10 06:55:51,357 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.19626442e-10
-2023-11-10 06:55:51,361 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.44777350e-11
-2023-11-10 06:55:51,366 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
-2023-11-10 06:55:51,370 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
-2023-11-10 06:55:51,374 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642621e-04
-2023-11-10 06:55:51,378 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982060e-05
-2023-11-10 06:55:51,381 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216661e-06
-2023-11-10 06:55:51,385 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278814e-06
-2023-11-10 06:55:51,389 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85496359e-07
-2023-11-10 06:55:51,393 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78932922e-08
-2023-11-10 06:55:51,397 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68191199e-09
-2023-11-10 06:55:51,401 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26386991e-09
-2023-11-10 06:55:51,405 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.83635938e-10
-2023-11-10 06:55:51,409 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.91962522e-11
-2023-11-10 06:55:51,410 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.10s
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,343 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-11-20 08:56:29,347 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
+2023-11-20 08:56:29,350 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442667e-04
+2023-11-20 08:56:29,353 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377591e-05
+2023-11-20 08:56:29,356 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707909e-05
+2023-11-20 08:56:29,360 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272147e-06
+2023-11-20 08:56:29,363 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36445413e-07
+2023-11-20 08:56:29,366 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953216e-07
+2023-11-20 08:56:29,369 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52601840e-08
+2023-11-20 08:56:29,373 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07249025e-09
+2023-11-20 08:56:29,376 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.27343378e-10
+2023-11-20 08:56:29,379 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.18931339e-10
+2023-11-20 08:56:29,382 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.48499772e-11
+2023-11-20 08:56:29,386 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
+2023-11-20 08:56:29,389 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
+2023-11-20 08:56:29,393 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642621e-04
+2023-11-20 08:56:29,396 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982063e-05
+2023-11-20 08:56:29,399 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216702e-06
+2023-11-20 08:56:29,402 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278839e-06
+2023-11-20 08:56:29,406 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85495353e-07
+2023-11-20 08:56:29,409 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78947003e-08
+2023-11-20 08:56:29,412 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68230621e-09
+2023-11-20 08:56:29,415 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26313315e-09
+2023-11-20 08:56:29,418 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.82951499e-10
+2023-11-20 08:56:29,422 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.99691114e-11
+2023-11-20 08:56:29,422 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
 Error after SDC iterations: 1.166689e-05
 </pre></div>
 </div>
diff --git a/tutorial/step_3.html b/tutorial/step_3.html
index 99ce6547bc..f4032b868b 100644
--- a/tutorial/step_3.html
+++ b/tutorial/step_3.html
@@ -193,13 +193,13 @@ <h2>Part A: Getting statistics<a class="headerlink" href="#part-a-getting-statis
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">3</span><span class="p">:</span> <span class="mf">8.8038e-05</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">4</span><span class="p">:</span> <span class="mf">1.2171e-05</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">5</span><span class="p">:</span> <span class="mf">1.3827e-06</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">6.3644e-07</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">6.3645e-07</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">1.6895e-07</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">8</span><span class="p">:</span> <span class="mf">3.5260e-08</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0722e-09</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2803e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1963e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4478e-11</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0725e-09</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2734e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1893e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4850e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.10</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.20</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.30</span><span class="p">:</span> <span class="mi">12</span>
@@ -344,7 +344,7 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-10 06:55:51,797 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-11-20 08:56:29,742 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -354,8 +354,8 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 227 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     all_to_done = False
@@ -403,21 +403,21 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
-2023-11-10 06:55:51,797 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-11-10 06:55:51,805 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
-2023-11-10 06:55:51,812 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
-2023-11-10 06:55:51,819 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
-2023-11-10 06:55:51,826 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
-2023-11-10 06:55:51,833 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
-2023-11-10 06:55:51,840 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
-2023-11-10 06:55:51,847 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
-2023-11-10 06:55:51,854 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
-2023-11-10 06:55:51,860 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968007e-07
-2023-11-10 06:55:51,867 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09407887e-08
-2023-11-10 06:55:51,874 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
-2023-11-10 06:55:51,877 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 230 - INFO: ----------------------------------------------------------------------------------------------------
+2023-11-20 08:56:29,742 - controller - Controller - dump_setup - 232 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-11-20 08:56:29,748 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
+2023-11-20 08:56:29,754 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
+2023-11-20 08:56:29,760 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
+2023-11-20 08:56:29,765 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
+2023-11-20 08:56:29,771 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
+2023-11-20 08:56:29,776 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
+2023-11-20 08:56:29,782 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
+2023-11-20 08:56:29,787 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
+2023-11-20 08:56:29,793 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968022e-07
+2023-11-20 08:56:29,799 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09408171e-08
+2023-11-20 08:56:29,804 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
+2023-11-20 08:56:29,807 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.06s
 Total energy and deviation in iteration  0: 8799.5000000000 -- 0.00000000e+00
 Total energy and deviation in iteration 11: 8785.0038936088 -- 1.44961064e+01
 </pre></div>
@@ -558,8 +558,8 @@ <h2>Part C: Studying collocation node types<a class="headerlink" href="#part-c-s
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">RADAU</span><span class="o">-</span><span class="n">RIGHT</span><span class="p">:</span> <span class="mf">1.44960920e+01</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862975e-05</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710282e-06</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862938e-05</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710645e-06</span>
 </pre></div>
 </div>
 </section>
diff --git a/tutorial/step_4.html b/tutorial/step_4.html
index 6bb1a9fb04..45ce414ca1 100644
--- a/tutorial/step_4.html
+++ b/tutorial/step_4.html
@@ -428,8 +428,8 @@ <h2>Part C: SDC vs. MLSDC<a class="headerlink" href="#part-c-sdc-vs-mlsdc" title
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96227147e-08</span> <span class="o">--</span> <span class="mf">3.95404455e-08</span>
-<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22691915e-11</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96232037e-08</span> <span class="o">--</span> <span class="mf">3.95409337e-08</span>
+<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22700796e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span>  <span class="mi">6</span>
 </pre></div>
 </div>
@@ -619,11 +619,11 @@ <h2>Part D: MLSDC with particles<a class="headerlink" href="#part-d-mlsdc-with-p
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">4.80493993</span> <span class="o">--</span>   <span class="mf">5.37323094</span> <span class="o">--</span>   <span class="mf">6.18740526</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">3.84572316</span> <span class="o">--</span>   <span class="mf">4.28199479</span> <span class="o">--</span>   <span class="mf">4.96953422</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">406977.9425667246</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
-<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660004</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
+<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660003</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">406977.9428639794</span> <span class="o">--</span> <span class="mf">2.35039579e-03</span>
 </pre></div>
diff --git a/tutorial/step_7.html b/tutorial/step_7.html
index ff5d40f86b..2107bed436 100644
--- a/tutorial/step_7.html
+++ b/tutorial/step_7.html
@@ -247,49 +247,49 @@ <h2>Part A: pySDC and FEniCS<a class="headerlink" href="#part-a-pysdc-and-fenics
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6125</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6023</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.037998750179539e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2183</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2091</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0388218372050104e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.9891</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.0483</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038030058561979e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.2539</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.2494</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0380468789990663e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8675</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8382</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038821713998089e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.4955</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.5326</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">5</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">3.9537709137400506e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">11.60</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.26</span> <span class="o">--</span> <span class="mf">10.64</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.6622</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.6561</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
@@ -470,7 +470,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.41</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1321e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.4876</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2938</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">8.00</span> <span class="o">/</span> <span class="mf">11.40</span> <span class="o">/</span> <span class="mf">15.00</span>
@@ -478,7 +478,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.03</span> <span class="o">--</span> <span class="mf">4.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1749e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.7871</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.0120</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">5.00</span> <span class="o">/</span> <span class="mf">6.60</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -486,7 +486,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">16</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.07</span> <span class="o">--</span> <span class="mf">1.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1316e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2984</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.2668</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">4.00</span> <span class="o">/</span> <span class="mf">5.95</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -494,7 +494,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.02</span> <span class="o">--</span> <span class="mf">1.05</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1744e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.0261</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.1649</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">7.00</span> <span class="o">/</span> <span class="mf">12.45</span> <span class="o">/</span> <span class="mf">18.00</span>
@@ -502,7 +502,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.11</span> <span class="o">--</span> <span class="mf">9.65</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1306e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.8781</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.6600</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span> <span class="o">/</span> <span class="mf">11.50</span> <span class="o">/</span> <span class="mf">17.00</span>
@@ -510,7 +510,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.04</span> <span class="o">--</span> <span class="mf">9.25</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1688e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.3209</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.5031</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
@@ -705,7 +705,7 @@ <h2>Part C: Time-parallel pySDC with space-parallel PETSc<a class="headerlink" h
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9039</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8871</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
@@ -717,26 +717,26 @@ <h2>Part C: Time-parallel pySDC with space-parallel PETSc<a class="headerlink" h
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.8463</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.8370</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
 <p>2 processor in time, 2 processors in space</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">1.</span><span class="o">..</span>
-<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span><span class="p">:</span> <span class="mi">12</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">0.</span><span class="o">..</span>
+<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span><span class="p">:</span> <span class="mi">12</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">12.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7722</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7470</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
-<span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">0.</span><span class="o">..</span>
-<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span><span class="p">:</span> <span class="mi">12</span>
+<span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">1.</span><span class="o">..</span>
+<span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span><span class="p">:</span> <span class="mi">12</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">12.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7731</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">0.7470</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
diff --git a/tutorial/step_8.html b/tutorial/step_8.html
index 43554d55c5..f4de2b13bc 100644
--- a/tutorial/step_8.html
+++ b/tutorial/step_8.html
@@ -325,12 +325,12 @@ <h2>Part B: Multi-step SDC<a class="headerlink" href="#part-b-multi-step-sdc" ti
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344394e-07</span>
-<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650041e-07</span>
-<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540082e-07</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646491e-10</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687310e-10</span>
-<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959215e-10</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344391e-07</span>
+<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650037e-07</span>
+<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540078e-07</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646515e-10</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687314e-10</span>
+<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959201e-10</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span>  <span class="mi">8</span> <span class="o">/</span>  <span class="mi">8</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span> <span class="mi">10</span> <span class="o">/</span>  <span class="mi">9</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.25</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">6</span> <span class="o">/</span> <span class="mi">11</span> <span class="o">/</span>  <span class="mi">9</span>
@@ -666,58 +666,58 @@ <h2>Part C: Iteration estimator<a class="headerlink" href="#part-c-iteration-est
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 5.75
-   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.9169e-13
-   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 3.3698e-13
-   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 2.5890e-13
-   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 2.8007e-13
-   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 2.9410e-13
-   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 1.3529e-13
-   Errors after step   0.8750 with 6 iterations: 3.6530e-08 / 2.8821e-13
-   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 1.8707e-13
-
-...done, took 0.4059683190000669 seconds!
+   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.4661e-13
+   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 2.7990e-13
+   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 3.2885e-13
+   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 3.4972e-13
+   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 4.9860e-13
+   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 3.1719e-13
+   Errors after step   0.8750 with 6 iterations: 3.6531e-08 / 3.6286e-13
+   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 2.9104e-13
+
+...done, took 0.3334917760000735 seconds!
 -----------------------------------------------------------------------------
 Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 3.00
-   Errors after step   0.1250 with 3 iterations: 9.8190e-09 / 3.2108e-13
-   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 4.1256e-13
-   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 2.6208e-13
-   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 2.5857e-13
-   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 4.3643e-13
-   Errors after step   0.7500 with 3 iterations: 3.3517e-08 / 2.7439e-13
-   Errors after step   0.8750 with 3 iterations: 3.5502e-08 / 2.1250e-13
-   Errors after step   1.0000 with 3 iterations: 3.6813e-08 / 2.1660e-13
-
-...done, took 0.9272980149999057 seconds!
+   Errors after step   0.1250 with 3 iterations: 9.8191e-09 / 3.3584e-13
+   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 5.0082e-13
+   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 5.9169e-13
+   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 5.2691e-13
+   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 2.4523e-13
+   Errors after step   0.7500 with 3 iterations: 3.3516e-08 / 3.9030e-13
+   Errors after step   0.8750 with 3 iterations: 3.5501e-08 / 3.4489e-13
+   Errors after step   1.0000 with 3 iterations: 3.6812e-08 / 2.7528e-13
+
+...done, took 0.7568672360000619 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 4.00
-   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 6.6613e-16
-   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 4.4409e-16
-   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 5.5511e-16
-   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 4.4409e-16
+   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 5.5511e-16
+   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 5.5511e-16
+   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 4.4409e-16
+   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 8.8818e-16
    Errors after step   0.6250 with 4 iterations: 1.8225e-08 / 4.4409e-16
    Errors after step   0.7500 with 4 iterations: 2.1875e-08 / 6.6613e-16
-   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 7.7716e-16
-   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 5.5511e-16
+   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 5.5511e-16
+   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 4.4409e-16
 
-...done, took 0.25329556399992725 seconds!
+...done, took 0.20119680199991308 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 2.00
-   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1852e-13
-   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1875e-13
-   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1808e-13
+   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1841e-13
+   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1841e-13
+   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1830e-13
    Errors after step   0.5000 with 2 iterations: 1.4836e-08 / 3.1875e-13
-   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1830e-13
+   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1841e-13
    Errors after step   0.7500 with 2 iterations: 2.2256e-08 / 3.1830e-13
-   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1841e-13
-   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1808e-13
+   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1863e-13
+   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1797e-13
 
-...done, took 0.7298739230000137 seconds!
+...done, took 0.5999908989999767 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -731,7 +731,7 @@ <h2>Part C: Iteration estimator<a class="headerlink" href="#part-c-iteration-est
    Errors after step   0.8750 with 6 iterations: 2.8266e-08 / 0.0000e+00
    Errors after step   1.0000 with 6 iterations: 2.8338e-08 / 0.0000e+00
 
-...done, took 0.17030540900009328 seconds!
+...done, took 0.14264713199986545 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -745,7 +745,7 @@ <h2>Part C: Iteration estimator<a class="headerlink" href="#part-c-iteration-est
    Errors after step   0.8750 with 4 iterations: 3.1486e-08 / 0.0000e+00
    Errors after step   1.0000 with 4 iterations: 3.3802e-08 / 0.0000e+00
 
-...done, took 0.20317804299997988 seconds!
+...done, took 0.17248913299999913 seconds!
 -----------------------------------------------------------------------------
 </pre></div>
 </div>